diff --git a/.github/workflows/auto-assign.yml b/.github/workflows/auto-assign.yml index c58140c0d..e056651e6 100644 --- a/.github/workflows/auto-assign.yml +++ b/.github/workflows/auto-assign.yml @@ -6,7 +6,7 @@ jobs: run: runs-on: ubuntu-latest steps: - - uses: bubkoo/auto-assign@v1 + - uses: bubkoo/auto-assign@master with: GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} CONFIG_FILE: .github/auto-assign.yml diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml index 2ec5f6c56..39d77580d 100644 --- a/.github/workflows/codecov.yml +++ b/.github/workflows/codecov.yml @@ -14,20 +14,20 @@ coverage: branches: - master - develop - if_ci_failed: error #success, failure, error, ignore + if_ci_failed: error # success, failure, error, ignore informational: false only_pulls: false - patch: + patch: # Computes only the changes introduced in the PR default: # basic target: auto - threshold: 1% + threshold: 5% base: auto # advanced branches: - master - develop - if_ci_failed: error #success, failure, error, ignore + if_ci_failed: error # success, failure, error, ignore only_pulls: false flags: - "unit" diff --git a/.github/workflows/linters.yml b/.github/workflows/linters.yml index 1eee717d2..8a9ecfac0 100644 --- a/.github/workflows/linters.yml +++ b/.github/workflows/linters.yml @@ -18,9 +18,9 @@ jobs: matrix: python-version: ["3.9"] steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@main - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v3 + uses: actions/setup-python@main with: python-version: ${{ matrix.python-version }} - name: Install dependencies @@ -28,7 +28,7 @@ jobs: python -m pip install --upgrade pip pip install .[all] pip install .[tests] - pip install pylint isort flake8 black + pip install pylint isort black - name: Run isort run: isort --check-only rocketpy/ tests/ docs/ --profile black - name: Run black @@ -36,8 +36,6 @@ jobs: with: options: "--check rocketpy/ tests/ docs/" jupyter: true - - name: Run flake8 - run: flake8 rocketpy/ tests/ - name: Run pylint run: | pylint rocketpy/ tests/ diff --git a/.github/workflows/publish-to-pypi.yml b/.github/workflows/publish-to-pypi.yml index 818f4af05..8724c2a94 100644 --- a/.github/workflows/publish-to-pypi.yml +++ b/.github/workflows/publish-to-pypi.yml @@ -15,9 +15,9 @@ jobs: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@main - name: Set up Python - uses: actions/setup-python@v3 + uses: actions/setup-python@main with: python-version: "3.9" - name: Install dependencies @@ -27,7 +27,7 @@ jobs: - name: Build package run: python -m build - name: Publish package - uses: pypa/gh-action-pypi-publish@27b31702a0e7fc50959f5ad993c78deac1bdfc29 + uses: pypa/gh-action-pypi-publish@master with: user: __token__ password: ${{ secrets.PYPI_API_TOKEN }} diff --git a/.github/workflows/test-pytest-slow.yaml b/.github/workflows/test-pytest-slow.yaml index 5f6ba8af7..76e6e7e28 100644 --- a/.github/workflows/test-pytest-slow.yaml +++ b/.github/workflows/test-pytest-slow.yaml @@ -3,7 +3,6 @@ name: Scheduled Tests on: schedule: - cron: "0 17 * * 5" # at 05:00 PM, only on Friday - timezone: "America/Sao_Paulo" push: branches: - main @@ -22,16 +21,13 @@ jobs: runs-on: ubuntu-latest strategy: matrix: - fail-fast: false python-version: [3.9, 3.13] - env: - OS: ${{ matrix.os }} PYTHON: ${{ matrix.python-version }} steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@main - name: Set up Python - uses: actions/setup-python@v2 + uses: actions/setup-python@main with: python-version: ${{ matrix.python-version }} diff --git a/.github/workflows/test_pytest.yaml b/.github/workflows/test_pytest.yaml index 64f5cd82c..97fb068cc 100644 --- a/.github/workflows/test_pytest.yaml +++ b/.github/workflows/test_pytest.yaml @@ -24,14 +24,14 @@ jobs: OS: ${{ matrix.os }} PYTHON: ${{ matrix.python-version }} steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@main - name: Set up Python - uses: actions/setup-python@v4 + uses: actions/setup-python@main with: python-version: ${{ matrix.python-version }} - name: Cache Python dependencies - uses: actions/cache@v3 + uses: actions/cache@main with: path: ~/.cache/pip key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements-tests.txt') }} @@ -64,20 +64,22 @@ jobs: run: pytest tests/acceptance --cov=rocketpy --cov-append --cov-report=xml - name: Upload coverage to artifacts - uses: actions/upload-artifact@v3 + uses: actions/upload-artifact@main with: name: coverage path: coverage.xml + overwrite: true + if-no-files-found: error CodecovUpload: needs: Pytest runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 - - name: Download all coverage reports - uses: actions/download-artifact@v3 + - uses: actions/checkout@main + - name: Download latest coverage report + uses: actions/download-artifact@main - name: Upload to Codecov - uses: codecov/codecov-action@v4 + uses: codecov/codecov-action@main with: token: ${{ secrets.CODECOV_TOKEN }} files: | diff --git a/.github/workflows/upload-to-codecov.yml b/.github/workflows/upload-to-codecov.yml index 431131c2a..e83be8536 100644 --- a/.github/workflows/upload-to-codecov.yml +++ b/.github/workflows/upload-to-codecov.yml @@ -18,7 +18,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Upload coverage report to Codecov - uses: codecov/codecov-action@v3 + uses: codecov/codecov-action@main with: token: ${{ inputs.codecov_token }} directory: ./coverage/reports/ diff --git a/.vscode/settings.json b/.vscode/settings.json index e4ac18830..ebf6bf7dc 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -92,6 +92,7 @@ "disp", "displaystyle", "docstrings", + "doctest", "Doretto", "dtype", "dunder", @@ -241,6 +242,7 @@ "prometheus", "pydata", "pylint", + "pylintrc", "PYPI", "pyplot", "pyproject", @@ -263,6 +265,7 @@ "rtol", "rtype", "rucsoundings", + "runslow", "rwork", "savetxt", "savgol", diff --git a/CHANGELOG.md b/CHANGELOG.md index 7e951ff67..6bab51154 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -49,6 +49,27 @@ Attention: The newest changes should be on top --> - +## [v1.8.0] - 2025-01-20 + +To install this version, run `pip install rocketpy==1.8.0` + +### Added + +- DOC: EREBUS Flight Example [#757](https://github.com/RocketPy-Team/RocketPy/pull/757)) +- DOC: Lince Flight Example [#752](https://github.com/RocketPy-Team/RocketPy/pull/752) +- DOC: Andromeda Flight Example [#754](https://github.com/RocketPy-Team/RocketPy/pull/754) +- ENH: create a dataset of pre-registered motors. See #664 [#744](https://github.com/RocketPy-Team/RocketPy/pull/744) +- DOC: add Defiance flight example [#742](https://github.com/RocketPy-Team/RocketPy/pull/742) +- ENH: Allow for Alternative and Custom ODE Solvers. [#748](https://github.com/RocketPy-Team/RocketPy/pull/748) +- ENH: Expansion of Encoders Implementation for Full Flights. [#679](https://github.com/RocketPy-Team/RocketPy/pull/679) + +### Changed + +- REL: bumps up rocketpy version to 1.8.0 [#762](https://github.com/RocketPy-Team/RocketPy/pull/762) +- ENH: Display more information in MonteCarlo prints and plots [#760](https://github.com/RocketPy-Team/RocketPy/pull/760) +- MNT: move piecewise functions to separate file [#746](https://github.com/RocketPy-Team/RocketPy/pull/746) +- DOC: flight comparison improvements [#755](https://github.com/RocketPy-Team/RocketPy/pull/755) + ## [v1.7.1] - 2024-12-07 diff --git a/.github/CITATION.cff b/CITATION.cff similarity index 100% rename from .github/CITATION.cff rename to CITATION.cff diff --git a/docs/conf.py b/docs/conf.py index 5a907a639..cf4d942dc 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -27,7 +27,7 @@ author = "RocketPy Team" # The full version, including alpha/beta/rc tags -release = "1.7.1" +release = "1.8.0" # -- General configuration --------------------------------------------------- diff --git a/docs/notebooks/monte_carlo_analysis/monte_carlo_analysis_outputs/monte_carlo_class_example.inputs.txt b/docs/notebooks/monte_carlo_analysis/monte_carlo_analysis_outputs/monte_carlo_class_example.inputs.txt index 7bb85a767..e99f4b7d4 100644 --- a/docs/notebooks/monte_carlo_analysis/monte_carlo_analysis_outputs/monte_carlo_class_example.inputs.txt +++ b/docs/notebooks/monte_carlo_analysis/monte_carlo_analysis_outputs/monte_carlo_class_example.inputs.txt @@ -1,100 +1,1000 @@ -{"elevation": 113, "gravity": "'Function from R1 to R1 : (height (m)) \u2192 (gravity (m/s\u00b2))'", "latitude": 39.3897, "longitude": -8.288964, "wind_velocity_x_factor": 1.0, "wind_velocity_y_factor": 1.0, "datum": "SIRGAS2000", "timezone": "UTC", "ensemble_member": 16, "parachutes": [{"cd_s": 9.902579472120264, "trigger": 800, "sampling_rate": 105, "lag": 1.4085705476315105, "noise": [0, 8.3, 0.5], "name": "Main"}, {"cd_s": 0.9318056304841842, "trigger": "apogee", "sampling_rate": 105, "lag": 1.317141095263021, "noise": [0, 8.3, 0.5], "name": "Drogue"}], "radius": 0.06349381379647964, "mass": 14.968852738157553, "I_11_without_motor": 6.321, "I_22_without_motor": 6.316270861457043, "I_33_without_motor": 0.026464785082720953, "I_12_without_motor": 0, "I_13_without_motor": 0, "I_23_without_motor": 0, "power_off_drag": "'Function from R1 to R1 : (Mach Number) \u2192 (Drag Coefficient with Power Off)'", "power_on_drag": "'Function from R1 to R1 : (Mach Number) \u2192 (Drag Coefficient with Power On)'", "power_off_drag_factor": 1.0, "power_on_drag_factor": 1.0, "center_of_mass_without_motor": 0.0, "coordinate_system_orientation": "tail_to_nose", "motors": [{"thrust_source": [[0, 0], [0.055, 100.0], [0.092, 1500.0], [0.1, 2000.0], [0.15, 2200.0], [0.2, 1800.0], [0.5, 1950.0], [1.0, 2034.0], [1.5, 2000.0], [2.0, 1900.0], [2.5, 1760.0], [2.9, 1700.0], [3.0, 1650.0], [3.3, 530.0], [3.4, 350.0], [3.9, 0.0]], "total_impulse": 5525.794721202632, "burn_start_time": 0, "burn_out_time": 3.9, "dry_mass": 1.815, "dry_I_11": 0.125, "dry_I_22": 0.125, "dry_I_33": 0.002, "dry_I_12": 0, "dry_I_13": 0, "dry_I_23": 0, "nozzle_radius": 0.03254285273815755, "grain_number": 5, "grain_density": 1777.6187301972936, "grain_outer_radius": 0.032822657304639104, "grain_initial_inner_radius": 0.014717429440602035, "grain_initial_height": 0.11786608602855912, "grain_separation": 0.004927960417182816, "grains_center_of_mass_position": 0.39646484591354597, "center_of_dry_mass_position": 0.317, "nozzle_position": -0.0006083773578919284, "throat_radius": 0.010723376565821884, "interpolate": "linear", "coordinate_system_orientation": "nozzle_to_combustion_chamber", "position": -1.2556083773578919}], "aerodynamic_surfaces": [{"length": 0.5573157947212026, "kind": "vonKarman", "base_radius": 0.0635, "bluffness": 0, "rocket_radius": 0.0635, "name": "Nose Cone", "position": [0, 0, 1.1334467531316437]}, {"n": 4, "root_chord": 0.1195128973606013, "tip_chord": 0.05954285273815755, "span": 0.10962618730197293, "rocket_radius": 0.0635, "cant_angle": 0.5, "sweep_length": 0.06, "sweep_angle": null, "airfoil": ["../../../data/airfoils/NACA0012-radians.txt", "radians"], "name": "Fins", "position": [0, 0, -1.0487799809223395]}, {"top_radius": 0.06252579472120263, "bottom_radius": 0.0425857054763151, "length": 0.059252374603945876, "rocket_radius": 0.0635, "name": "Tail", "position": [0, 0, [0, 0, -1.194656]]}], "rail_buttons": [{"buttons_distance": 0.6988257947212027, "angular_position": 45, "name": "Rail Buttons", "lower_button_position": -0.6182922096068149, "upper_button_position": 0.0805335851143878}], "rail_length": 5, "inclination": 83.9464785082721, "heading": 48.732172057118255, "index": 1} -{"elevation": 113, "gravity": "'Function from R1 to R1 : (height (m)) \u2192 (gravity (m/s\u00b2))'", "latitude": 39.3897, "longitude": -8.288964, "wind_velocity_x_factor": 1.0, "wind_velocity_y_factor": 1.0, "datum": "SIRGAS2000", "timezone": "UTC", "ensemble_member": 8, "parachutes": [{"cd_s": 9.898606591438995, "trigger": 800, "sampling_rate": 105, "lag": 1.5070303277277042, "noise": [0, 8.3, 0.5], "name": "Main"}, {"cd_s": 0.9290246140072964, "trigger": "apogee", "sampling_rate": 105, "lag": 1.5140606554554084, "noise": [0, 8.3, 0.5], "name": "Drogue"}], "radius": 0.06349356151855638, "mass": 15.46115163863852, "I_11_without_motor": 6.321, "I_22_without_motor": 6.310079986118396, "I_33_without_motor": 0.051045416118902356, "I_12_without_motor": 0, "I_13_without_motor": 0, "I_23_without_motor": 0, "power_off_drag": "'Function from R1 to R1 : (Mach Number) \u2192 (Drag Coefficient with Power Off)'", "power_on_drag": "'Function from R1 to R1 : (Mach Number) \u2192 (Drag Coefficient with Power On)'", "power_off_drag_factor": 1.0, "power_on_drag_factor": 1.0, "center_of_mass_without_motor": 0.0, "coordinate_system_orientation": "tail_to_nose", "motors": [{"thrust_source": [[0, 0], [0.055, 100.0], [0.092, 1500.0], [0.1, 2000.0], [0.15, 2200.0], [0.2, 1800.0], [0.5, 1950.0], [1.0, 2034.0], [1.5, 2000.0], [2.0, 1900.0], [2.5, 1760.0], [2.9, 1700.0], [3.0, 1650.0], [3.3, 530.0], [3.4, 350.0], [3.9, 0.0]], "total_impulse": 5486.065914389948, "burn_start_time": 0, "burn_out_time": 3.9, "dry_mass": 1.815, "dry_I_11": 0.125, "dry_I_22": 0.125, "dry_I_33": 0.002, "dry_I_12": 0, "dry_I_13": 0, "dry_I_23": 0, "nozzle_radius": 0.03303515163863852, "grain_number": 5, "grain_density": 1800.6438897275293, "grain_outer_radius": 0.03259049947943985, "grain_initial_inner_radius": 0.015639203104458838, "grain_initial_height": 0.11973407288878109, "grain_separation": 0.0033544917193219425, "grains_center_of_mass_position": 0.3965927883133102, "center_of_dry_mass_position": 0.317, "nozzle_position": 0.0006423646964761147, "throat_radius": 0.010929397578598284, "interpolate": "linear", "coordinate_system_orientation": "nozzle_to_combustion_chamber", "position": -1.2543576353035237}], "aerodynamic_surfaces": [{"length": 0.5572760659143899, "kind": "vonKarman", "base_radius": 0.0635, "bluffness": 0, "rocket_radius": 0.0635, "name": "Nose Cone", "position": [0, 0, 1.1338587951571966]}, {"n": 4, "root_chord": 0.11949303295719498, "tip_chord": 0.06003515163863852, "span": 0.1098564388972753, "rocket_radius": 0.0635, "cant_angle": 0.5, "sweep_length": 0.06, "sweep_angle": null, "airfoil": ["../../../data/airfoils/NACA0012-radians.txt", "radians"], "name": "Fins", "position": [0, 0, -1.0500976026417477]}, {"top_radius": 0.06248606591438995, "bottom_radius": 0.04357030327727704, "length": 0.05971287779455059, "rocket_radius": 0.0635, "name": "Tail", "position": [0, 0, [0, 0, -1.194656]]}], "rail_buttons": [{"buttons_distance": 0.69878606591439, "angular_position": 45, "name": "Rail Buttons", "lower_button_position": -0.6186636304122213, "upper_button_position": 0.08012243550216869}], "rail_length": 5, "inclination": 86.40454161189024, "heading": 52.46814577756218, "index": 14} -{"elevation": 113, "gravity": "'Function from R1 to R1 : (height (m)) \u2192 (gravity (m/s\u00b2))'", "latitude": 39.3897, "longitude": -8.288964, "wind_velocity_x_factor": 1.0, "wind_velocity_y_factor": 1.0, "datum": "SIRGAS2000", "timezone": "UTC", "ensemble_member": 28, "parachutes": [{"cd_s": 9.905952314048875, "trigger": 800, "sampling_rate": 105, "lag": 1.5563152536182834, "noise": [0, 8.3, 0.5], "name": "Main"}, {"cd_s": 0.9341666198342129, "trigger": "apogee", "sampling_rate": 105, "lag": 1.612630507236567, "noise": [0, 8.3, 0.5], "name": "Drogue"}], "radius": 0.0634940279719421, "mass": 15.707576268091417, "I_11_without_motor": 6.321, "I_22_without_motor": 6.3288248002838765, "I_33_without_motor": 0.028256409580167896, "I_12_without_motor": 0, "I_13_without_motor": 0, "I_23_without_motor": 0, "power_off_drag": "'Function from R1 to R1 : (Mach Number) \u2192 (Drag Coefficient with Power Off)'", "power_on_drag": "'Function from R1 to R1 : (Mach Number) \u2192 (Drag Coefficient with Power On)'", "power_off_drag_factor": 1.0, "power_on_drag_factor": 1.0, 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"position": [0, 0, -1.0510068025447408]}, {"top_radius": 0.0639590632347718, "bottom_radius": 0.04329082242969613, "length": 0.059551636172114536, "rocket_radius": 0.0635, "name": "Tail", "position": [0, 0, [0, 0, -1.194656]]}], "rail_buttons": [{"buttons_distance": 0.699623043088962, "angular_position": 45, "name": "Rail Buttons", "lower_button_position": -0.6186978497404428, "upper_button_position": 0.08092519334851911}], "rail_length": 5, "inclination": 84.9934460390821, "heading": 52.79678328530836} diff --git a/docs/notebooks/monte_carlo_analysis/monte_carlo_analysis_outputs/monte_carlo_class_example.kml b/docs/notebooks/monte_carlo_analysis/monte_carlo_analysis_outputs/monte_carlo_class_example.kml index 28945d56b..506a442b8 100644 --- a/docs/notebooks/monte_carlo_analysis/monte_carlo_analysis_outputs/monte_carlo_class_example.kml +++ b/docs/notebooks/monte_carlo_analysis/monte_carlo_analysis_outputs/monte_carlo_class_example.kml @@ -43,12 +43,12 @@ Impact Ellipse 1 1 - #748 - - 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a/docs/notebooks/monte_carlo_analysis/monte_carlo_class_usage.ipynb +++ b/docs/notebooks/monte_carlo_analysis/monte_carlo_class_usage.ipynb @@ -28,18 +28,9 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 1, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n" - ] - } - ], + "outputs": [], "source": [ "# We import these lines for debugging purposes, only works on Jupyter Notebook\n", "%load_ext autoreload\n", @@ -85,7 +76,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -122,7 +113,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "oc_open: server error retrieving url: code=0 message=\"/gens_bc/gens20241216/gep_all_18z is not an available dataset\"" + "oc_open: server error retrieving url: code=0 message=\"/gens_bc/gens20241207/gep_all_12z is not an available dataset\"" ] }, { @@ -237,7 +228,7 @@ "outputs": [ { "data": { - "image/png": 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SyQRBEARBEAQRBolkgiAIgiAIggiDRDJBEARBEARBhEEimSAIgiAIgiDCIJFMEARBEARBEGGQSCYIgiAIgiCIMEgkEwRBEARBEEQYJJIJgiAIgiAIIgwSyQRBEARBEAQRBolkgiAIgiAIggiDRDJBEARBEARBhEEimSAIgiAIgiDCIJFMEARBEARBEGGQSCYIgiAIgiCIMEgkEwRBEARBEEQYJJIJgiAIgiAIIgwSyQRBEARBEAQRBolkgiAIgiAIggiDRDJBEARBEARBhEEimSAIgiAIgiDCIJFMEARBEARBEGGQSCYIgiAIgiCIMEgkEwRBEARBEEQYJJIJgiAIgiAIIgwSyQRBEARBEAQRBolkgiAIgiAIggiDRDJBEARBEARBhEEimSAIgiAIgiDCIJFMEARBEARBEGGQSCYIgiAIgiCIMEgkEwRBEARBEEQYJJIJgiAIgiAIIgwSyQRBEARBEAQRBolkgiAIgiAIggiDRDJBEARBEARBhEEimSAIgiAIgiDCIJFMEARBEARBEGGQSCYIgiAIgiCIMEgkEwRBEARBEEQYJJIJgiAIgiAIIgwSyQRBEARBEAQRBolkgiAIgiAIggiDRDJBEARBEARBhEEimSAIgiAIgiDCIJFMEARBEARBEGGQSCYIgiAIgiCIMEgkEwRBEARBEEQYJJIJgiAIgiAIIgwSyQRBEARBEAQRBolkgiAIgiAIggiDRDJBEARBEARBhEEimSAIgiAIgiDCIJFMEARBEARBEGGQSCYIgiAIgiCIMEgkEwRBEARBEEQYJJIJgiAIgiAIIgwSyQRBEARBEAQRBolkgiCIFIFlWQQCAbAsm+imEARBiB5ZohtAEARBdIRlWV4UB4NBBAIB+P1+sCwLhUIBiUQChmEgkUj41wzDJLrZBEEQooFEMkEQRBIQDAZ5McwJ4mAwyItlALwgZlmW/0wojLnPhaKZhDNBEETvYFh6bkcQBNGvhAti7k8oiLkocbjQZRgGcrmc/z+3vPBfEs4EQRB9hyLJBEEQcYRLmehMEHOfC9MmAEQlYrllhd8RrpsT48LlhKkaJJwJgiA6hyLJBEEQMUKYQ+z3+3uMEHP/j5RgMAiHwwGVSgWNRhPVd8MjzkJIOBMEQXSERDJBEEQvCJ9UFwgE0NTUBIZhYDAYOkRuudeREgwG4XQ60dbWBpvNhra2NtjtdkilUgQCAUilUhgMBhiNRhiNRhgMBqjV6pgI57q6OphMJuj1+g6imYQzQRDHC5RuQRAE0QPCtAXhX/jkuSNHjkAmkyEtLS1qsdqZIGYYBnq9Hnq9HoWFhdDr9dBoNJDJZLDZbLBarWhra0NlZSXsdjtkMlmIaDYajVCpVF1ut6tUjerqashkMmg0GgQCgZDlO8tvJuFMEIQYIZFMEAQhoCdBDIAXhuET6yIRjSzLwuVy8WLYZrPBZrOBZVnodDoYDAbk5eXBYDB0mlLBbZcTwxyBQIAXzlarFQ0NDbDb7VAqlSERZ6PRCIVC0WX7OouACyPO3O8R3h4SzgRBiA0SyQRBHLcIBbEwjzgYDPKfdyWII12/x+MJiRDbbDYEAgFeEOfk5GDgwIHQarW8KO0NUqkUJpMJJpOJf8/v96OtrQ1tbW2wWq2oq6uD0+mESqXqEHEWOmaE09PkQGHutfD3EuY5h3+fIAgi2SGRTBDEcQEniIWFOWIpiIH2aK7H48H+/ft5Uez3+6HVaqHX65GVlYWysjLodLo+CeJI4VI/0tLS+Pd8Ph8vmq1WK2pqauByuaDRaHjBzP023RGJcPb7/fwyJJwJgkg1aOIeQRCiI1wQC4tzcJ+HpwZEK9a8Xm+HlAmPxwOZTIaMjAzo9XoYDAbodDpIpdKY9S3cJzkWeL1ePr/ZarWiqakJLMtCq9WGRJwNBkPUfREKZ+HlhoQzQRDJDolkgiBSmq4EcVeirDeC2Ofz8UKYE8VutxtqtZoXw3q9HocPH4ZcLkd5eXmsu8kTD5EczurVq1FUVASFQsFHnK1WK/x+P3Q6XUiaBueAEQ2RCmcqt00QRCKhdAuCIFIGTlQJc4g5QRwMBjtMoBP6EUeK3++H3W4PySN2uVz8BDi9Xo+8vDzo9foOYrWxsTFmfU00CoUCWVlZyMrKAtD+27vd7pCJgXv27EEgEIBerw+ZGNhTfnVPqRrCNA0AIZFmEs4EQfQXJJIJgkhKwgWxMGWCS5sQRoZlMlmvcojtdntIhNjhcEChUPCCOCcnB3q9vltHCA4xCzeGYaBWq6FWq5GTkwMg1LrOarWitrYWu3btAsuyfHqGUDh39/uEC2dhhDncWQQg4UwQRPwhkUwQRMLpThALH8lzYqg3gpirVse5PXCCWCaT8SkTmZmZMBgMUCqV8eim6GAYBlqtFlqtFgMGDADQvi8dDgef41xTU4MdO3bwRVaEOc7dVQ0Uvk/CmSCIREAimSCIfqezHOLm5mb4/X6kp6eDZVkcdh9GZVslgggiX5uPgaaBkDCR5b6GV6uz2Wyw2+2QSCR8cY7i4mLo9XqoVCoSUjGEYRjodDrodDrk5eUBOHaDwqVqVFVVwWazQSqVhuQ3c8VPeiOcuZQbblLmgQMHkJ2dzad+ULltgiCihUQyQRBxJVwQCz11gWNOE1arFV6vF/vYffjPzv9gj3VPyHrmDpyLW0fc2mH93CP/cKcJTqwZDAbk5+f3qmzz8Uqs53MLb07y8/MBtB8XnVUNlMvlHSLOva0aaDQaoVarEQgEOs1XJ+FMEER3kEgmCCJmhE+q60oQcwIFCBU5nzV9hv/t+h8AQMbIUG4sh0KqQKW1EqflnMZPHgsvziGsVpebmwu9Xt9jDiyRWLqqGigsfnL48GE4HA4olcoOxU8iqRooPM7CHTXChbMwVYOEM0EQAIlkgiB6SWc5xJwgDi/fzHnrdic6mr3N+Lb5WwDtUeP5A+dDBRVsNhuOWI7AdciFn3f9jEAggO3YjlJjKUbnjI5JtbpYQq6avUcqlcJsNsNsNvPvcVUDuVSN2tpaOJ1OqNXqDhHnvlYNDF+eym0TxPENiWSCIHokXBCHexELBUgkgrgzzDIzHsx/ENWoxujgaGzfsB1erxdarRYGgwFZmVkoLyvHb22/4b1f34PWpsULJS8gV58b8/4SyePU0VXVQGHxk+rqarjdbmg0Gl40C6spdkWk5baFy5NwJojjBxLJBEGEwE2ACs8hDncT6Isg5kojC1MmPB4PpFIpxmaMhcFgQFFREfR6fYcKb6doTsGJ6SdiS/MW3L32brwx6Q2kqdK62BIhRuRyOTIyMpCRkcG/5/F4eNHc3NwMn8+H9evX82k4nHju7JgSQsKZIAgOqrhHEMcx0Qji3l78/X5/iBhua2uD2+2GSqXivXT1ej1aWlrg8XgwbNiwHtdp99lx3YrrUG2vxkmZJ+H505+HlIld6efesmfPHjAMg4EDB8ZtG/1RcW/VqlUYPHgwMjMz47qdeLJixQoMHz4cALqsGsilafS1amA4JJwJQhxQJJkgjhOEglg4sY57JM2lTYRPXoqGQCDQoXyz0+kMqVbHTawLF3qv7nwVDa4G3FV8FwZoBnS7HZ1ch8dOfQzXr7wevzX9ho8qP8Kl5ZdG94PEARJByQPLsvyEv66qBh4+fBgVFRUIBAJ8tJn7t69VA4WTVjtz1AifuEoQRPJBIpkgRAgniMMn1cVaEHPFOThRzFWr44pzZGdnw2AwRFStbp1lHRo8Dah31PcokgGgxFCCBSMW4IlNT+CVHa/gtJzTkK/Lj6oPxPFFd1UDuRxnrmoggJBy2waDIeqqgdz6uX+5c5FbhoQzQSQ3JJIJIsUJF8Thk+piIYiF1eqExTmkUikfIS4tLYVer4dSqezVRT5HmYMGTwMO2g7ipMyTIvrOhcUXYtmhZdjYtBHLDi3DVUOuinq7hDiJNJNQWDUwNzeX/66w+MnBgwd57+3w4ic9eW/3JJw50cwtQ8KZIJIHEskEkUIIPV65v+bmZshkMqjVan65cFEc7TYcDkdIyoTdbgfDMHyEmJtUF8tqdQXqAmxp24J91n0Rf4dhGNxz0j1odDVidMbomLSDEI+NXW+Pza6qBtrtdj7izFUNlMlknRY/iYVwZhgGra2tUKlU0Ol0VG6bIPoZEskEkaQIBXF4DjGXNsEwDGpqamAymaDT6XoliF0uV0jKhN1uB8uyvCDur2p15dpyAMCW5i1RfS9Pm4c8bV48mkQQPBKJhJ9oyhEIBHjhbLVasXfvXtjtdigUig4RZ6VS2e36uxLOVVVVyMzM5KsOCguldDZBkCCI2EEimSCSgHBBzKVMCAUxcOzCKJPJOlxUe7pAcpOWwss3B4NB6HS6kEl1iahWN0zf7mqxv20/Wj2tMCvNPXyjI83uZjQ4GzAsrWeHjHghlihsqiP0744XUqm0y6qBXMSZqxrIubkII8495eoLBbFUKg05tsIdaLjlSDgTROwgkUwQ/QwniMNziLmLHnfh60wQd0Znn7EsC6/X28GL2O/3HyvOkZWF8vLypKlWZ5AbkKvIRZ23DpuObMLZeWdH9f31jetx5y93IkeTg0XnLkoKS7hUhsRV7+iqaqCw+MmhQ4fgcrmgVqtDRHNnVQPDi/VwcK+FaRrcGCJcLjy/mYQzQUQOiWSCiDPhk+qE1lDCSJDwYhYtPp8PR44cCbFf46rV6fV6ZGRkoKSkBDqdrttCColmiGYIrEErrB5r1N8dZh4GpVSJans1VtauxDn558ShhUSqkEwRfZlMhvT0dKSnp/PvcTexVqsVFosFBw8ehNvt5m9iOfHcUz96ym/mxp7OhHO4jzNBEKGQSCaIGNKdIAaORYW4CxTQu2p1wuhwc3MzgsEgNBoN9Ho9zGYzCgsLodPpIJOlzinOMAzOTzsfD058EHJJ9MUytHItLim/BK/veh1vV7yNs/POpgv/cU4y73+FQtFj1cD9+/fD6/XC4XCgtbU1pPhJX6oGhgvnzlw1SDgTBIlkgug1nU2qi7Ug5qrVCUWxy+UKqVbn9/thNBpRWloa8z72N1qptlcCmWNO2Ry8t/c97LPuw9qGtRifMz6GresZhmGSKoJJpBZKpRKZmZl8pUOWZbF27VoYjUbIZDI0NjZi79698Pv9/MRaLuLMuV90RU/CmRvPhMt1lqZBwpk4niCRTBA94WwBqzbzgpj58XEwh35FQJuNgLkU/txx8GePBCOVg2EYPsLTm+Icdrs9JI+Yq1bHXRAHDBjQIW/R4XCI5sIlvGgfcR9Bpjq6ssgGhQEXFF+A9/e9j4/3f9zvIlksiEHoi6EPnEA1mUwhHs6cI43VakV9fT0qKioQDAb54ieceO7J8SaS4iedtYfKbRPHCySSCSIMlmUR8LqBHZ+A2fgmJI07Yb1pM1iJHMFAAKo9W4Dta+F3SxDwSMEGgKBch0DmcLBlp4PJzIfUbIasoADSnBwwnaQ8cJ6rQpcJh8PBe67q9XpkZWXxxTm6QywXKK4fB20Hcdeau+D2u/HJtE+inoA3q3QW3t/3PtYcXoND9kNUhe84RgznRvhEPIZhoNFooNFoOq0aaLVaQ6oGck+cuIizRqPps3AWimcSzoSYIZFMHNeEu0wE/H4we7+F6qe/Q2rZD79HAluTEra/PwRPVQP8VVVgXS4AGZ2sbffRPwEyGWQFBWCGDoG/tBSOkhJY1Wq+Wh0XIS4pKelTtToxRM04BmgGwOKxwOazYfORzRiTOSaq7xfoCnBq9qn4rek37LbsJpFMpDSRnNtdVQ0UFj/hqgZyfs9CV42+Vg0k4UyIFRLJxHFDB0F89I+3TbI3QLvyfjDbVsBSo0JbXQ7cjVyO34rebdTvh7+qCqiqAgBoAGgKCqA680zozz0XimFD+3zhEFMeLMuyUEgVmJg3Ef878D98V/1d1CIZABaeuBB6uR4mpSn2jTxOSHVB0x8+yf1Fb/rBVcjU6/X8e8KqgVarFfv37+erBnZW/CQWwpnbDySciVSERDIhSjhBLCzMwQlit9uNrVu3Yty4cccmpVgOgX1sBup3SeBsyO58pQwDaV4e5GWlkBUUQpKejoBOC1cwCJfXC5fTCW9rCxiXBxq3C5rGWsjrDsJ/xAUIc/tqauBetAjuRYsgLy+H5ne/g3b6NEgEBQmiQSwXGWE/phZMxf8O/A8r6lbgT6P+BKW0+5STcAp0BbFuXsSI5YaFSA5iKfaFVQMLCtrPkUAgAJvNxkecuaqBSqWyQ8S5t1UDuX+bm5tRUVHBj73hwrm3E5wJIl6QSCZSnu4EMfd5+IDs8Xggk8nA+v1wfv0N2v7zHwTq1B3WLSsthWrCBChPGo3gkCFwsCysAqeJQCAAnU4Hg8GAtKOpExqNBhI2AM07UyBt2Qtv7hloK1sAz449cK9aDe+2bcDRC4dv3z5Yn3kGbS+9BO1FF0E3bx5kOV2I9B5+AzExKmMUMlWZaHI3Yc3hNZiYN7HX6zrsPIwcTU7sGkcQIkIqlcJkMsFkMvHvca46XMS5vr6erxoYHnEOL34SjlA4sywLn8/Hi2GWZeH3+0OWJeFMJBMkkomUIlwQc6KYszAKF8SdPc6TSCRgWRaeb99D62sfwl99KORzaX4+lOedB9/Yk+EwmdBwVBT7t2/ni3P0XK1OAu9pf4bqm4VQ1P0Mc8AK52WLYLjmGgRaWuD68Sc4v/wS3q1b2/vldsO+ZAnsH34I7fnnw3DjDZBmRubsIKaLB19tkJHg3IJzsXjvYnxX812vRLIn4MGCnxZgZ+tOfHLeJ8jWRH/zQaQuYkm3SEQ/ZDJZh6qBPp8PbW1tHaoGajSaDhHnrvzZheMz0HXEmYQzkSyQSCaSFqF3Z7ggDgaDnRrhRzRout0oW/QvNG2tDXk7OGIE7OdORkteHrx+P7Q+H/RuN9LT01FcXBx1tTr/oPPhNBZD/fHlkDZshebDS+C6eAmkaenQzbwIupkXwbd/P+wffwzn51+A9XiAQACOzz+Hc+lS6ObNg37+FZBotRH9VqlO+L47r/A8LN67GKvqV6HV0wqz0tzFNztHKVVCIVWABYtvq7/FVUOuimVzCaJfSJZzWy6Xd1s1sLW1NaRqoDDibDAYIJVKuxX8kQpn7nOhYKZy20S8IJFMJAVCQSwszsFFjYFjYphhGMhksl4NiK79lbD+8XpIG+zH3issQNvMmVCNHg29Xo9cgyFm1eqC2SfAdelHUH94GaRNu6D+9Eo4L/kQkGsAAPLSUpjvvBOG666D/f0PYF+yBKzDAdbthu311+H44guY77wD6kmTutyGmC4MQkFQbizHVYOvwpjMMTAqepevPb1oOjYd2YRvqr/BlYOvjPtvJaZ9kcoki7CMFcl6XHVVNZBL0+CqBvp8Puh0OigUCvh8PlitVuj1+m6LnwAdhbNwv3ITroWfk3AmYg2JZKLfCRfEXISYG/T4R+5HB7neCmJhtTqbzQbP5k3IevkFwNMuuqGQQn7DTci67DIoepiQ0heC6YPgvORDaN67CNLDW6D88RF4Jj8WsozUbIbxphuhu/QS2F5/A/aPPgICAQSbmtB8191QTTwL5jvvhDQrq9NtiE0UcNw4/MY+fX9i7kQ8vflpVNursaN1B05IOyFGLRM3YjmexCCQUi1tRKlUIisrC1lHxyqWZeF2u9HW1oa6ujr4/X5s2LCBrxooTNOItGqg8DUJZyKekEgm4gonesNziLsSxBGnTIQRXq2OK86hUCjaZ3MfPADTi/8C62vfXjBNh6wX/w1VeXlM+9sVbFoZXDPfgvLnx+Cd8Ocul5OazTDd8WfoLr0ElqefgXv1agCAe+WPOLx+A8z3/h80U6aEfEcsFnDxuHBp5VqcmXsmvqv5DssOLSORTKQcqX5uMwwDtVoNtVrNVwscP348XC4XH3Guq6vDrl27wLJsiHA2Go3QarURWdEJXwvTNHiLT8Fy4fnNJJyJriCRTMSU8El1Qq9M4R2+cJDqzTbsdjtfurmnanXePXvQ9PhjvEBWDi/F9kuvQm5xcSy73nO7c8fAdcmHQAR9lhUUIP3ZZ+D6/ntYnn4GwZYWsA4HWu67H+41a2G68w5INBp++VS/kHJ01o86Rx0+rPwQMkaGW0bcEvU6z8k7B9/VfIflh5bj1hG3QsJ0/4iXSH3Ecj5wiEnAcYKUqxo4YMAAAO37zOFw8DnONTU12LFjBxiGCcltjkXVQO4a1ZlwDvdxJo5vSCQTvaY7QQwce0zIDTxA9IN9MBiE0+nkxXBbW1uHanXFxcW8h2f4+gNHjuDI7QvBetp9ilWjB8P03Ktg165NzIVU0D7Zrs8QzBiEYOawLhZloJkyBapTTkHrk0/CtfQ7ADjqirEF6Y8/Dnl5uWgiyV3R4GzA+/veh0amwTVDr4FGpun5SwLGZY+DRqZBk7sJO1p2YET6iDi1VFyIQSCIoQ+plm7RHcIJ1+EwDAOdTgedTsdXDQwGg3A4HCFVA9va2iCVSjtY0alUqpgK5+4KoBDHDySSiYjobFJddxFi7v/RbsPpdIZEiG02W0jlqMLCQuj1+h7LqAIAGwyi5aG/ItjUBABQDB+GtH++AigU/PYShXzrIqi+vxsBcxmc878F5B09mjkkRiPSHnkEzvHjYXniSbBOJ/zVNWi89vcwP/QgmH6OiMeLrvbnqIxRyNfm45DjEJYfWo7zi8+Par1KqRI3D78ZZpUZA40DY9HUbhHzDQvR/4jteIrmuiCRSDqtGigsflJZWQm73c5XDRTmOKtUqoja0pVw5q57wuU6S9Mg4SxeSCQTHQifVGe1WqFQKPiIpXDA4CzReiOIXS4XL4Q5UcyyLF+cIzc3ly/O0ZtByPn4QnjWrQMASDIykP7MM5CoVCFFRhKFb+B0KH55BtLWSih/fgyesx/udnmGYaCdMQPKkSPRfN998O3aDdblQsvd90A6cybYC3/XTy2PL53tE4ZhcH7x+Xhlxyv434H/RS2SAWB22exYNI9IEcInb6U6YulHLKLiEomEF8IcwqqBVqsVDQ0NfNXA8Iiz4miQpCt6Es4BYfVUtPtHsyzL506TcBYXJJKPc8IFcXhxDoZhsHHjRpx44okwGAwAeieIPR5PSMpEeLW6nJwcDBo0qL1aXQ+2QJEQ/OENtH76CwAGYBikPfxXSNPSQtqf0AiN2gz31Ceh+eRKKDa9AX/ZFASKTu/xa7KCAmT9+99o/ftjcH7zDQBA+umnUNXUgH3uWTBxdOlIJNMLp+O1na9hW8s2HGg7gGJDcaKbJGrEFr1MZcS0L+KVOtJV1UBh8ZO6ujo4nU6+aqAw4hxN1UBhXwCgtrYWVqsVJ554YsjynaVpkHBOPUgkH0eEu0xwf+G2OZ09Sopmkp3H4wkRw21tbfD7/SHV6srKynq0++ktTMMOtD7zL4BtH/j0V10F1dixxz5PBpEMIFByNrwnzodiy3+h+nYhHFcvB5T6Hr/HqFQw//UhyAcPgvWf/wKCQcg3bEDTrX9ExlNPQnL0ZibV6O74ylBnYHzOeKyqX4XPD3yO20beFvX66x31+Lr6a2hlWlw28LK+NLVL6CKYHCT63I41Yjmu+jO/WiaTIS0tDWlHgyPAsaqBXMS5pqaGrxoYXvykJ5/8zib9hUechVFnEs6pCYlkkdJbQdwZ3U0M4wYdoSj2eDx8qdK0tLReVavrLYyzGb6nroWrqV0gy/LzYbju9x2XS5KByXPm/ZAd+AkS60Eof3kankkPRfQ9hmGgnzcP8pJSNN11FxiPB95Nm9B4/Q3I+OfzkGWnZgnm7sTNzJKZWFW/Cl8f/Bo3DrsRKln3+Ybh7Lbsxuu7Xke+Nh+Xll+aNMcAET/EsI/FNHEv0X3pqmogl9/c2tqKAwcOwOPx8E85uYizXq/v9BoWnoIo/Jf7nPtXOJenu4mBYtnfYoBEsgjgBLGwMAcniLnPIxXEncGJZO7xlTCP2O12Q61WQ6/Xw2QyoaCgAHq9PibV6qIm4IPik+tRv9YPoH0wM911Z6cpCEnjCKHQwj35UWg+vgLyTW/AO/oasKaiiL+umjAegYcehOTvj0Fis8G/fz+arv09Ml95GbKCgjg2PPb0dEyekn0KhpiG4KTMk+ANeqFCdCJ5XNY4yCVyHHIcwkH7QRTri/vQWoLoH5JinIoRiRbJnaFQKJCZmYnMzEz+Pa74idVqRVNTEyorK/mqgcKIs16vRzAYjKgASnfCWVhyO1w493YiPBEbSCSnGOGCWFicg/u8L4KYg5sIYbPZ4PP5sH37dng8HiiVSt6LODc3F3q9vsd8rv5C+dPfYPtxB/zu9gkdqjPPhGr8+E6XTRqRDCBQPBHeMTfCXzghKoHMwQwcCPt998L8rxcQqK1FoLERjTfehMyXX4K8KPr1JSsSRoLXJ73e64uFVq7F6IzR+LXxV6yuX00iuQdS+aJME/eSk2QUyZ2hUqmgUqk6VA0UTgzcs2cPAoEAFAoFZDIZDh06xBc/ibbcNrcN7l9ONHPLkHBOHCSSk5iuBLHQdg1ATARxZ8U5uGp1EokEeXl5yM3N7XFmcMII+IDDe9C8S9f+f4aB8eabuv1KsohkAPBM/Euvv8swDILZ2ch6/T9oumUB/JWVCDY1oemmm9uFcgpZxPW0T/p6UTh9wOn4tfFXrKpfhXmD5vVpXV0Rr+NK+CSHm7Wv1+vjktdPJA+pIiwjIZnG3GhgmGNVA3NycgAcc2jatWsX3G43amtr+aqB4cVPeqoayG1D+C+3De5fEs6JgURykiD0ZOS8iDlBLDRg781EOiGcObswj5irVscV58jMzOSLcwDA2rVrodfrk1cgA4BUjiPsBQh4ngMAqKecC3k3JaeTKZLcAVcrIFUACm3EX2FZFtL0dGS+/BKO3HILfHv3IXjkCJpuvAmZr76SEkI50uM5yAaxsWkjDtkPYWbpzKi2cdqA0/DMlmewrXkbrB4rjEpjz19KAOHVx7jzlBPHFosFe/bsQTAYhMFg4Gf2R1JU4Xggac/tXiCmvgDiEXEM0141UKvVQqPRYOjQofx5y52znVUN5P4i8fqPVDhznwsFM5Xbjg0kkhNAuCAWpkxwaRPCBH6ZTNarA507YYURYrvdHmLQXlxcDL1e3+2FNakFJRsEGAlYvx/2Je/zbxuuuabbryXrwCHb8SFUKx6Ed/Q18J52Z0TfEfZFajYj46WXcOSWBfDt2YNgSwuO3LIAmf95DbKj5V9TnZ2tO3HbqtuglCoxOX8y9IqeHUE4BmgGoMxQhsq2SqxpWIPzCs+LY0sjh7NI5ESxzWYDAOj1ehiNRpSWloZUlZTL5SEXZIvFgv3798Nms0GhUPCCmftLyByBJCBZz/NoEUs/xBQV5wifuMdVDczLywMQWjXQarWiqqoKNpsNMpmsQ8Q5khvccOEsvDaHT8wHSDj3leNz5OxHuhPEwrQJ7uDtiyDmqtUJRTF30hoMBuTn58NgMER0ByskmUWyctlfgIAHrewkBOrrAQCqCRMgLyvr9ntJ2yeFDoynDYoNr8I3ch5YfW5EXxP2RWoyIfOlF9F0ywL4KioQaGzEkQULkPnaa7xXdLISyT4Zbh6OEkMJqtqq8E31N7ik/JKotnHagNPQ4GqA1WvtbTP7BJfexEWbuAmwWq0WBoMB2dnZGDRoUI+PaDu7IHPFfzjhXF1dDbfbzYttTjzrdDq6UKYISTlO9RKxiuTuUp6EQan8/HwAXVcNlMvlHYqfKHvwvhf+niScYw+J5BjT1aS6zgRxb1MmuEkE4dZrsaxWJyRZBaVs9xdQbHkbAODYVM2/r5t3eY/fTdY++cvPgz9vHGS1v0K5+im4z3umx+901heJ0YiMfz6PputvgL+6Gv7qGhz5423IfOVlSHS6eDW/T0R6nDIMg1kls/D0lqfxWdVnmFM2J6pjfP6g+bhu6HWQSeI//HF5i8K0CWEJXeG5Gotor1Qq7eAN63a7YbFYYLVa+bxJhmH4izAnnIUX42Q8N6JBTBP3xCQsxdQXjmAwGPW521XVQOHTpMOHD4ekWAnFc6RVA4WvhWkanCYRLscJZiq3HQqJ5D4gFMQ+nw82mw1qtTpEEIffrUULV60uvDgHV61Or9cjJycHAwcOjGhWbW9IRkHJWA5A9f1dAABbwXx4liwDAMjLy6EUFA7pjmTrEwCAYeA5637IFv8Osh0fQjL2JgTTB/Xwlc6PK2laGjJefAFNv78OgcZG+CoqcORPf0bmv/6Z8pX5zis8Dy9tfwkHbAew6cgmnJR5UsTf1cojz/WOlmAwCI/Hg6qqKv6C5/f7+UhuYWEhDAZDv+YNq1Qq5OTk8BOOgsEg7HY7L5wrKirgcDigVqt50SxM/SISj1jEihhFcqz6JJVKYTabYTab+fe4ybrc06Ha2lo4nU7+XBWma/SlaqCwrgL3ud/vh8/n4ycHH6/CmURyhAiNwIV/3EHmcrmwfv16TJw4sU+zTL1eb4cIsdfr5R/FZmRkoLS0FFqttl+KcwAIqSSUFAR8UH99KxivHf68cbBUHzOG1868KKLfPRmFP0dwwEnwlZ8H+b5voVjzHNznv9Tjd7rqiywnp10oX38DghYLvJs2oeWRvyHtkYeTcrCLdJ9o5VpMKZiCzw98jk/3fxqVSBZuy+l39lo0C3MNOUHsdDohlUohl8uRlpaGkpKSuFWW7C0SiQQGg4EvMw+0FwXiUjSam5vh8/mwYcMGflIgJ56jTdUi+k6yjlO9QawiOV7nd1dVA7kxx2q18ilVXNVAYfGTSKsGdiacrVYrdu3ahdNOO61T44DjRTiTSO6EcJcJoSAOr1bHCVXu8Uc0BwwXfRaKYq5anV6v7/dqdV2RbIJSsfY5SOs3gVUa4Jr8NJyXXd/+gVIJzXmRTcRKtj6F4x3/J8j3fQtZxf8gOfU2BDMGd7lsT8ebvLgYGc8/h6YbbwLrdsO1dClsRYUwXH99rJvdJ6IdaGeWzsTnBz7HyrqVaHY3I12V3vOXjrK1eSseXv8w0lRp+PfEf/e4PPdER5g2YbPZ+HxDo9GIrKwsWCwW+Hw+DB06NKq+JBq5XI6MjAxkZGQAAJYvX87P1rdYLDh48CC2bdsGmUwW4qRhNBqTxiddiJjSLQDx9EOsIrk/+xR+rgIIGZtaWlpQVVXFVw0ML37Sk5YIT8GQSqUhEWcu6ixcPjyFVEzC+bgXyeGT6sK9iIV3UNzB1dnO594LBoOdHoR+vz9kUh03WUelUvEHcH5+fuKq1XVDMglK6aF1UKz7FwDAPfkfcG7cg6C1DQCgOftsSATRse5I9hM4mDUMvoHTINv3HaS1v3YrkoGeo02KYcOQ9sjDaL7rboBl0fbv1yDLL4BmWnK4O/SGQaZBGJ42HA6fAw3OhqhEcrY6G3XOOhx2HobNa+vgkCHMD+QuPj6fD1qtFkajscucf+7JT6rDMO2+sCaTCbm57ZNHuQJDFosFFosFhw4dgsvlglarDYk2J1vkPJURm9hPlutILEkG4a9UKnusGrhv3z4+9Us4MbCr8zXacttCuoo2J/p36g3Jpcb6kXfffRcymQzTpk3rkMTekyDuDGFyvLBaHRdxcjqdSV2trjuSSSTD7wKrNMJfeg78Q34Hxz9v4T/SXnhhxKtJqj51gefM++A5416w5pJul4u0L+qJE2H84x9hff55AEDLI49AOiAHylGjYtHcmBDtPnly/JMwKoxRD77ZmmwU6Ytw0HYQGxo3YJx5XEjahN1u589XoTNMIp/oJBqpVMpHkTk8Hg+fptHQ0ICKigoA6JCmoVJFV0KcaCfZx6hoSQZBGWuStU89VQ08fPgwKioqEAwG+adhnHjW6XQh9Rk6IxLhLBTPnHCWyWQpdRN93Irk1atXQyqV4rzzzuuTBYpwEgwAbNiwAU6nEwqFgr9jy87OhsFgSO5iHN2QTIIyUDwRzqt+ACvXIHDkCDwbNgAApPn5UJw0OuL1JFOfuoI1Fcd8nbp5l8NfUw3HJ58CPh+a77wLWf/9L2Q52THfVrT05vwzKU1Rf4fL+x+sHIyDtoP4fMvnYLQMf6EoLi7mJ9cR3aNUKpGVlRVyIebs7SwWCyorK2Gz2aBSqUKcNIxGY1xvOMQWgRVLP+KZv5soklUkh8M9HQqvGuh0OvkAAed+A7Sf24FAAHV1dTAYDDGpGhgIBFIu0HDcimS5XA6v1xvVDuMm6oQX55BKpdDr2x/XFhUVwWw286b/YiApBGXAB0jbo+6srl3QOT/9GjjaLs3UqVH/3gnvUxQwLfsBhQasLqfjZ1HsH4ZhYLrzTvhr6+BZtw5BiwXNd9+NrH+/mtKOF26/G782/oozc88MeZ/zIxWmTXCTXIaohuA7fIcaSQ3OPPNM0V28EwHDMB08Yf1+Px+9am1txYEDB+D1ejt4N0dyET7eEJvYB8TVFyB1RHJnMAwDrVYLrVbLp1VxRYoOHDiApqYmHDx4kJ9/EV78JNqqganomHPcimSFQgG73d7l59wdlnBSnd1u5y8CBoMBRUVFfLU6AFixYgXMZrPoIlCJFsmMtRqaDy6FZ+Jf4B84nX/f9d13/GvNlHOjW2cyCP8IUax9HorVT8E3+mp4zn6kz+tjZDKkP/o3NFx5FQJ1dfDt3AnLU0/DfN+9MWht3+jNPnH5XZi9dDYsHgv+fdq/kcFm8KJYWNnKYDAgJyeHt0sa6R+Jl2pfQr2rHnXOOuTr8uPQI0ImkyE9PR3p6e0548LHvhaLhS/dy3nHCicG9vbpW6qc2z0hln5wpLKg7IpgMCiqG2yGaS9SZDKZ4HK5MHbsWP6JORdx7qxqoLD4SWf7WGh8kEoctyJZLpfzdc8DgQBcLhfsdnuIIGZZlhfEkVarS8WDoCcSegcYDED1zUJI2mog3/gf+MvPAxgJ/HV18G7bBqDdG1leWhrValNpoA4MOAkMWMi3LYFn/J8AtTnk894IfonRiPQnnkDj738PeDxwfPYZ5MOGQTfzohi2PDqi3SdCD9FSWSl+8/yGf6//N+Znz+cnwnZ3zmpkGoxIH4FNRzbh18ZfSSQLiOc41tljX2EFMovFgvr6ejidTt7WihPOnGdrpNsRC2LpixhFshj7BCAkJ7kz20hh5VCr1Yq9e/fCbrdDoVB0KH7SU9XAZOa4E8ksy+LgwYPYu3cvNm3ahIkTJ6KiogL33XcfTj311JBJddE+/ks6P+EYkcioq3zja5DVrgMr18I97TmAab9Aun74gV9GHWUUGUitSHKg8HQEModD2rQDii3vwHvqbSGf93aAVgweBPO996L1wQcBAJYnn4Ri0EAohg/vc5t7S1f7hEt1EqZNOJ1O3h3mgoIL8Nvu37AtsA2DTxwMgyIyl5NphdNQZijDQOPAmLRfTBfL/uyLsAJZYWEhgPbcce4CzM3ODwQC/IWXizaL2btZbOkWYhSUYuwT0HO/pFJpl1UDuYhzfX09HA4HP05nZWWhuLi4H1ofO44Lkbx8+XIsX74cGzZswIYNG2C1WpGZmQmpVIoLL7wQp556Kk466aQ+3+2kas5NTyRKUEqO7IZy9RMAAM+kh8AaC/nPnN99z7/WnDsl6nWnkkgGw8A79kaov/4j5JvehPfkGwFZaEpPb/uinT4N3h3b4fjgw/aJfP93L7IXvQuJXt/zl+MI55ogtGFjGIaPZpSVlYU8jh/ODsfi+sXYa92LLw98icsH9VyaHADOLz4/nt0g+oBCoQixteJS4LhKgdwjX7lcHuKkYTQaU+fcPs4Qo6AUY5+A3k2y7KpqIHezm4rnZcwTaV5++WWMHDmSv5iNHz8e33zzDf+52+3GLbfcgvT0dOh0OsyePRsNDQ0h66iursaMGTOg0WiQlZWFO++8k0+N4Fi5ciUvbMvLy/HWW2912abvv/8etbW1uOCCC/DVV1/BZrPhtttuw+jRo7Fw4UKMHz8+Jo8DUkp4RUFC+hXwQvX1bWACXvhLJ8N3wmX8R/5DtfAdtZqSDxsGWX5erzaRSvvKP+gCBPW5kDiPQL7z45DP+jpAm26/HYqRIwEAgfp6tD76aL/+NoFAABaLBY2NjfB6vVi9ejVWr16NAwcOwO/3IycnByeffDLOPPNMjB49GmVlZcjMzAzJV2UYBheXXQwA+Hj/xwiwga42R6Qo3CSjvLw8DBs2DBMmTMDkyZMxevRomM1m2Gw2bNu2DT/88AM2btwIlmVRU1MDm82WUue6EIokJz9i7BOAHi3gIoWbk1BSUoK8vN5dqxNJzCPJ+fn5+Mc//oGBAweCZVm8/fbbuPDCC7Fp0yYMHz4cCxcuxFdffYUPP/wQRqMRCxYswKxZs7B69WoA7RfMGTNmICcnB7/88gvq6+tx5ZVXQi6X4+9//zsAoKqqCjNmzMBNN92ERYsWYdmyZbjuuuswYMAATJ06tUObHnvssQ7vCXOSYwWlW8QOxZrnIG3agaDKDPeUJwDByer66Uf+tfrsSb1af8rd0Ejl8J50HVQ/Pgz55rfgG3E5/5v0tS+MXI60R/+GhnlXgG1rg2vZcjg+/Qy6WTNj1Xoe4YRY7rGcw+GAXC7nH5sPGzasV0V1phRMwYvbX0S9sx6r61d3cLroCm/Aix2tO6CUKDEsbVhvuhVCSh1XKU5nkSu3242Ghgbs2rUL9fX12L17NwDwj4a5/OZUyJMkkZz8iNHWDohfv1Jt/8dcJF9wwQUh/3/00Ufx8ssvY+3atcjPz8frr7+OxYsX4+yzzwYAvPnmmxg6dCjWrl2LU089Fd999x127tyJH374AdnZ2Rg1ahQeeeQR3H333XjooYegUCjwyiuvoKSkBE8//TQAYOjQoVi1ahWeffbZTkVyZygUiphXxqJ0ixjBsmA8VgCA59x/gNVmhXzsWikQyWed1atNpJxIBuA74RIoVz8BSVsdGFstWMOxiWZ97YssJwdp99/XXpEPgOWZZ6A8cSTkZWV9a7PP1yFtgjOv5xxiuIkdVqsVO3bsCBE80aCUKvG74t/h3T3vYnfr7ohF8pJ9S/DKjlcwMXci/n7q33u1bSJ5UKlUSE9Ph1Qqxbhx43jvZi5Ng5tgpFKpQtI0jvdiMf1Bqo25kRCriGuyIdZ+RUtcc5IDgQA+/PBDOBwOjB8/Hhs3boTP58PkyZP5ZYYMGYLCwkKsWbMGp556KtasWYMRI0YgO/tYcYOpU6fi5ptvxo4dOzB69GisWbMmZB3cMrfffnvEbZPL5fD5fH3uo5BUFF6R0O/9Yhh4znkUvhHzEMwKjewFLBZ4t2wBAMiKiiDv5SSAlDz5VSa4Zi9CIHskIFfzb8eqL+pJk6CdPRuOjz8GPB4033sfst9+C0yEloacTZBw4obL5YJGo4HBYEBGRgZKS0u7LIMai35cVn4ZLii+AAW6goi/MzqjvQjN5iObEWSDkDDiiwodzwi9mwsK2o8LLk/SYrGgtbUVVVVV8Pl80Ov1IcI5vOx4fyO2SDIgrr4A4oyOA+KNkEdLXETytm3bMH78eLjdbuh0Onz66acYNmwYNm/eDIVCEVLWFACys7Nx+PBhAMDhw4dDBDL3OfdZd8twF2W1Wo2eUCgUMRfJYk636LcIOcvyaQThAhkA3D+vAo62RXVWZJHCzkjVG5pA/imdvh+rvphuvw3eLVvg27cP/v37YXnueZjvubvT7bnd7pC0CbvdHmIVJPQkjpS+9iNNlYY0pEX1nSHmIVBJVbB4Lahqq0KZsW/RczGQiueGkJ7a35l3s8vl6uDdzM3gF1YKTNXKqcmAGAWlGPsEUCSZIy4iefDgwdi8eTOsVis++ugjXHXVVfjxxx97/mI/Eg+RTOkWfUN6YCUU61+Fe+rTYA25nS7j+nEl/7q3qRZA6opkHpYFY6sHa8iN6UDGqFRIe/RvaLzyKrAeDxwffwz1WWdCNnZsSMpEW1sbfD4fdDodDAYD8vLyks6Oq8HZAJ1cB61c2+1ycokcI9JHYH3jemw+splEskiI5jhkGAYajQYajQYDBgwAcMy72WKxwGKxoK6ujvduFhY8ica7OVrEFkkWo6AUY58A8fYrWuIikhUKBcrLywEAY8aMwfr16/H888/j0ksvhdfrhcViCYkmNzQ08KbyOTk5+PXXX0PWx7lfCJcJd8RoaGjgCwdE2kZKt4iMfomQuy1QLf0zJPYGKH77DzwTH+iwSNDthmftuvY2paVBccIJfdpkqu4rpnU/1J9fB8bTBsf1awHEti+ykhKobr4JrueeBwA0PPAgqm77I+RmMx9VKywshF6vj2kOZywH5Je3v4zFexfjlhNuwWUDL+tx+dEZo7G+cT1+O/IbZpfNjlk7iNRF6N1cVFQE4Jh3s8ViQUNDA/bs2YNgMAiDwRAinFUqVUyOZ7EJFbH1BxBnn4D2flGOfj/5JAeDQXg8HowZMwZyuRzLli3D7NntF6KKigpUV1dj/PjxAIDx48fj0UcfRWNjI7Ky2idsff/99zAYDBg2bBi/zNdffx2yje+//55fRyTIZDISyRHSH/1SrXgIEnsDguYSeE67s9NlPBs3gvV42pc/43QwfYjepPK+YvV5YJzNkLiaIdu3FEzmhD71xePxhKRN2Gw2IC8PBUOHQrFrF6QWC4avXYfMv/W9JHZPxGqfDNAOQIAN4KPKjzCnfA6kTPeD/UmZJwEANjVt6tNFT0wXy1TuS7yES2fezQ6Hg58UuH//fthsNr7qmDBNI1q3FjEiRkEp1tzdYDBIxyziIJL/7//+D9OmTUNhYSFsNhsWL16MlStXYunSpTAajfj973+PP/3pT0hLS4PBYMCtt96K8ePH49RTTwUATJkyBcOGDcP8+fPxxBNP4PDhw7j//vtxyy238JY9N910E1544QXcdddduPbaa7F8+XJ88MEH+OqrryJuZzzcLSQSCaVb9AJp5Q+Q7/wILBi4pj4bMilNiPuXX/jX6gmn9WmbqSySIVPCN2IulL++APn2JcCkCRF/VVhKlBPGbrcbWq0WBoMB2dnZGDRoELRaLQJDhqJh7lywdjs8S5fCdc7ZUE/qneVef3NewXl4ZccrqHPWYVXdKpyV131qzlDzUCilyva8ZFsVSg3RlTknjk8YhoFOp4NOp0N+frvbjLBcusViwcGDB+HxeKDX60OEs06n61Ewik1Uiq0/gHhzd8kCrp2Yi+TGxkZceeWVqK+vh9FoxMiRI7F06VKce2576eBnn30WEokEs2fPhsfjwdSpU/HSSy/x35dKpfjyyy9x8803Y/z48dBqtbjqqqvw8MMP88uUlJTgq6++wsKFC/H8888jPz8f//nPfyK2fwPaRbLf74/pSZvSwqsb4tovtwWqH9onhvnG3IBg3sldL/rLmvYXUimU48b2abOpdqKG4zvhUih/fQHSAz9C5mzodP9wk5GEbhN2ux0ymQxGoxEGgwG5ubkwGAydRgxkOdkw3fFntD70VwBA62P/gOLEEyFNi25iXKTEcp+oZCpcVHwR3tnzDpbsW9KjSJZL5LhvzH3I0+ahUFfY7bJE8pPIcVgmkyEtLQ1pgvPE7Xbz0eba2lrs2rULDMOEeDdzVohCxCYqxdYfQJx9AsQr/qMl5iL59ddf7/ZzlUqFF198ES+++GKXyxQVFXVIpwhn4sSJ2LRpU6/aCMTPJ5lEcnSoVv71aJpFKTyn3dHlcr7qagQOHQIAKE48ERKdrs/bTuV9xZpL4M8/BbJD66Dd9z9ANgE+n6/D5Dq/3897EhcWFsJgMESVL6mZPh2uFSvg/vEnBFtbYfnH40h/4vH49SuG+2R22Wws3rsYW5q3YGfLzh4LhUzOn9zt55GSyseVmEimC7xKpUJOTg4/r4azS+SEc0VFBRwOB9RqdUjBE7E9xhfjuSFWkSzWNJJoOW4TTuJVcY/SLaLAa4ekfvPRNItnukyzAADPmjX8a9WEyHPPuyLVb2iCwSBs5RfBfGgdFDs+gGfwSfj555+hVqthMBiQlpaGkpKSLj2JI4VhGJj/7//QsGUrghYLXCtWwLV8Ra8rHfYnmepMnJN/DpbWLMX7+97HX8f9NdFNIggACLFK5OAK71gsFjQ3N6OyspJ/2rlz505eOCeTg0y0iFF4iVUkUyS5neNaJNPEvciIW78UOjjnfwNp9epu0ywAQaoFANWEyHNwuyKV9hXLsvzkOi5twmazQc5mY7JUDbWrHpnuSgw+9+q4eLhK09NhuvNOtNx3HwCg9cknoRx7MiR6fUy3E48B+bLyy7C0ZinWNa6D0++ERqbpdvlvq7/F5iObcd3Q65Chzoh5e4j+IRWFi1wuR0ZGBjIy2o87lmXR1NSEzZs3AwAOHjyIbdu2QSaThThpGI3GqLzIE0mqjLnRkIrHWiTE+oYmVff9cSuSyQIucuLq/yxTIVB6TreLsG433Bs3AgAkmZmQH7UX7AvJvK8CgUBIyoTVaoXP5+Mn13F5xBqNBv70v8IqT4OlSR3XIgfqcydD9c3XcK9ajeCRI7C+8ALM//d/Md9OrPfJYPNgPDT2IUzImdCjQAaA9/a+h73WvRiXNQ5n558d07akEsl6bhxPMAwDlUoFqVTKOzsFAoEQ7+ZDhw7B5XJBq9WGVArs6xOkeCImQcmyrCij4wBFkjlIJMcQSreIDGnVckibdsF78o2ApOdD0PPbJoCzfht/akxO3GQ5+VmWhdPpDHGbsNvtUCqV/OPY/Px8GAyGTj0rfSMvh8dmA9vU+/z8SGAYBqa770bDb5eBdTrh+ORTaM47D8rRo+O63VgwpWBKxMuOTB+Jvda92NayrVciOVmOq1ggpr6kKuFRSqlUykeROTweT4h3c0VFBQDw3s2ccFZFWF4+nogt6iq2Yi9CxLavestxK5LlcjlN3IuQmPbLbYHquzshsTeAlSrhG3Ndz19Zt5Z/HYtUCyBx+8rr9YakTbS1tYFlWd4eqri4mJ9cFyn9NZDJcnJguPlmWJ9+GgDQ+vfHkL3oXTAximDHux8sy6LV04o0VdfuHCPSR+Dj/R9ja/PWuLaFiC/H0wVeqVQiKyuLryvAsixv82ixWFBZWQmbzQaVStXBu7m/i0WIbb+IXSTHOkLOMEzK/VbHrUhWKBRgWRaBQCBmhtkkkntGtfJh3s3CN3JeRN/xrN/ANQSqk7vPXY6GeO8rrqytMG3C7XZDo9HAYDAgKysL5eXl0Gq1fRqMJI4GDKn+L1RfLoH7/Jd6/kIf0M25GK6lS+Hdvh3+AwfQ9uZbMN54Q8zWH699Um2rxkPrH4LdZ8eSKUsgYTr/vUekjwAA7LHsgdvvhkqW+OgbcfzSG1HJMAz0ej30en2Id7PVaoXVakVraysOHDgAr9fbwbtZq9XGVcSQSE4dKN2ineNaJAPtj6piJZL7pXxzAoiVSJbuXwb5jg8icrPgCFgs8O3dCwCQDx4MidHY53YAsc+zZlkWbrc7JEJss9kgk8n4tImcnBwYDIaYT7JhwKKs4RugAfCceR9YQ15M1x+yLakU5vvuRcMV84FAALa33oJm6hTIi4vjts1YkKHOQK2jFjafDavrV+OM3DM6XS5HnYNMVSaa3E3Y2bqTr8RHEIkgVqJSJpMhPT0d6enp/Hq58cpisaCmpgY7duzgS3ELJwbGcq4DieTUQay51tFy3IvkWOYlx3WCWwKJiUh2W6H6/i4AgG/M9T26WXB4jk7YAwBlDKPIfe2TsKqW0JNYp9PBaDTyecT9YdcU1A1As24I0u27Id/9Obzj/hDX7cnLy6G/cj5sb74F+P2wPPkUMl74V5/7Gc/fSSPT4MKSC/HunnexZN+SLkUywzAYmT4Sy2qXYVvzNhLJKYrYxFisYRgGarUaarU6xLvZZrPxwrm+vh5OpxMajSZEOOv1+l6LJ7HtFzGLZIokt3PcimQumhdrkUyR5M5R/silWZTAc9qdEX+PT7VA4kRyMBiEw+EISZtwOp1QqVS8J3FxcTF0Ol2/5/gB7X05lDYB6fbdkO3+NO4iGQD0114L57dLEaivh+fXX+Favhyac7p3KYmEeJ4/F5dejPf2vodNRzahorUCg82DO11uRPoILKtdhjpHXa+2I8YxgEgM/SkquSiy0WhEYWF71Umv18unaTQ1NWHfvn0IBAIwGAwhaRqRBgPEJpK5oJiY+sQRr5zkVOO4Fclc+c9YimSJRBLzAiXJQF9FMtNWC/muT8GCgXvK0xGlWXB4NhwVyVIplKNO7HUbOrSpm5OVmy0utGFjGIZPmygrK4v5Y8i+Umcai5GH/gtp0y5IjuxGMGNIXLcnUalg+tNCNN/Z/nTA+syzUE2YAIk68n3b32RpsnBO/jn4ruY7LNm3BA+OfbDT5c4rPA+T8yd3O8FP7KS60E/19nMkuh8KhQKZmZnIzMzk2+N0OvlKgVVVVe2e7XJ5iJOG0WjsNI0x0f2JNRRJFj/HrUjmIn6xdLgQa7pFX3OtWUMenFd8A2n1zwjkj4v4e4GmJvgPHgQAKIYPh0Sr7XUbOm3X0Ymb3OQ6Thh7PB5otVoYjUbk5ORg0KBBcZ/Q0hcYhoFPpoO/5GzIK5dCtutTeM+IvYdxOKqzzoJy/Hh41qxBoLERttffgHHBLb1eX3/8vpeWX4rvar7DD4d+wB9O+AMy1ZkdljEoDJ18k0g1kvV8jZZk6gfDMNBqtdBqtcjLa5/7wPm6c8K5pqYGbrcbOp2ug3cztw6xwEXGxdQnDspJbue4FckMw0ChUMQ08kvpFl0TzBiMYEbnj7e7wrMhtvnIXBSkra0Nzc3NcDqdaGhogFwuD/Ek1uv1MZvM2R9w+8c/dCbklUsh3/UZvKffDXTh4BDL7Zru+DMaLpsL+HywLVoEzfnnQ15c1Ot1xvv8GWoeilEZo7D5yGZ8U/0Nrhx8ZVy3RxB9IRXSE6RSKcxmM8xmM/+ecFJgfX09du/eDaA9OlldXQ2PxwOTycQ/0U1VUmH/9BYx9y0aUkcJxIFYeyWTSA5F0rAdQBDB7JG92q57w3r+tXJs9CLZ5/N1SJsIBoPQ6/VgGAYajQYnnHAClEqlKAYDX8nZUJpL4C+eBPhcgCK2kffOkBcWQj//CtjeeLN9Et/TTyHjn/9M6t/zhmE3wOa1YcKArj231zWsw6I9i1BmLMNtI2+LeN3J3O9oSeW+iGUcTtV+qFQqqFQqZGdnAzjm3bx27Vr4/X7s3bsXdrsdKpUqJNrcVdGkZEXMQjIe6Rap+FtFJZLFdEAwDAO5XB7znGQxplv0SiQHvFB9exskzXvhnv4C/EN+F/V2+XxkhQLKESO6XTYYDMJut4ekTbhcLqjVahiNRmRkZKC0tJQv11pdXQ2r1ZoUVaj6Cn9OytVwXPMT0M/nqP6aa+D8+hsEDh+GZ+06uFeshPrsSVGvp7/GllEZo3pcxh1wY0PTBli8lri3h4gPYrpWpTqcdzPDMBg4cCD0ej3v3WyxWNDa2oqqqir4fD7o9foQ4azRaJL2NxCTJgqH0i3a4UXyv//9b0yZMgXFXfidejwevPrqq/jjH//YX22LOxRJjoze9Evx60uQHqlAUJ2GQOHpUW/TX1uLQF09AEA5cgQYwWM5zuNT6DZht9shkUgi9iQW48DGsiyYBAxqEpUKpoUL0Xz33QAAyz//CdXpp/W6El9/Xng8AQ+kjBSysPLow83DAQD7rfvh9DuhkWn6pT1EbBDLOCyWfnAIz+3OvJtdLhcvnKurq7F9+3bIZLIOlQKTZdK0mEUyTdxrh78y/OEPf4DJZMLixYtxzjnndHjk4XQ6cfvtt+Omm25KmgO0r8Qjkiy2QQ2IXiRLmvdAse6fAADPpIfBaqJ3CRD6I8tPOgktLS0haRM+nw86nQ4GgwF5eXlR2RAB4rqh4frM9ycYgLR2HYLabLBpZf3SBtWkiVCefDI8GzYgUFsL+wcfQn9FZBUVOfp7QP6w8kO8uftNLBy5EOcWnBvyWYY6A1nqLDS6GlFhqcDojNH92jai74jlAi+WfgDdi0ouBU6j0WDAgAEAjnk3WywWWCwW1NXV8d7NwoInffFu7gtijraKuW/RwItkpVKJs88+GzNnzsT999+PBQsWQK/X8wvK5XJeVJJI7hyxultEJSiDAaiW3gkm4IW/9Bz4h1wY1bZYloXD4YDllzX8e7skEgR37eKjCYWFhdDr9X3OXRObSOZQLn8Aii1vwzv6GnjOfqTf2mC8/XY0zp8PsCzaXn8dmvNnQGoyRb2u/orO2Lw2WDwWLN67GJPzJ3fY5jDzMDS6GrGzZSeJZCIhiC1SGW1/hN7NRUXtE4I572aLxYKGhgbs2bMHwWAQBoMhRDirVKr4F3ISabSVZVnRHXu9Rcb9ED6fD08++SQuu+wyXHvttdiwYQOee+45FBQUAGg/WAOBQExFZSLh3C2omEjPRNMv+ea3Ia3fCFahg/ucx3rMj/V4PCFpEzabDQBQtG1b+x2cTIbRc+ZAZYitLZcY9xXXH3/JJCi2vA3Z3q/hmfTXuLtccCgGD4LmgvPh/OJ/YO12tL32Gsx3Rl44pr+ZVToL/93zX1RYKrCxaSNOzgqdHDosbRhW1q3EztadUa1XDMdVqvch1dvPIZZ+cMRCeHXm3exwOHgLusrKStjtdigUig5pGrF2LRKrkOSOu1hGklP1WOaPGJlMhtbWVsyaNQsjRozAxRdfjMmTJ+P111/H6aefDqVSCYlEEtMc3kRDOcmREWm/GFs9lKv+AQDwnHEvWENuyOeBQAB2uz3EccLtdkOr1cJgMCA7OxuDBg2C0uVCQ2MjAEAxdGjMBXI0fUoFwgfpQNEZYBV6SOwNkNZtRCBvbL+1xXjTTXB9/wNYlwuOjz+Bbs4cyLuY5xBOf19sTEoTLii6AB/t/wiL9izqKJLNwwAAO1uiE8lEciAW8SKWfsSr8AbDMNDpdNDpdMjPzwcA+P1+PvBisVhw8OBBeDwe6PX6EOGs0+n61B6xiuR4VRJMxd+KjyRzkWIAGDhwIDZs2ICrrroKM2bMwJNPPom5c+dCKpWKJpIMtIvkWPoki93doqcBgdVlw3Pm/ZBVLYd35Dy4jnoSc6LYbrfzkzAMBgNyc3NhMBg63N271h+zflPEsMpeZ30SE3x/ZEr4y86FfNcnkO35ql9FsjQzE/orr0Tbq68CgQCszz+PjGefjWod/blfLht4GT7Z/wnWNa7DPus+lBvL+c+GmIfAqDCiUF8IT8ADpTS1PV2J1ENMIqw/z2uZTIa0tDSkpR2bD+N2u/loc21tLXbu3BmSzsEJ52i8m8W0f4TEI5KcqoREkoVRVZlMhsWLF+OJJ57AwoULsX37dng8HlGVXaZIcmQIJ4Z1NSD4fL726LDxDLSVjETb6l/g9/uh1+thMBhQWFgIg8EQUZ6YZ/MW/rXyxFEx64cQMQ1snfXFP2gGL5I9Ex/ot5QLANBdMQ+OTz9FoLER7lWr4V63DqpTTum37UdDrjYXk/ImYVntMizasyikVLVGpsHXM75OumPF5/NBIpGklJ9sfyMW8SLm60l/o1KpkJOTg5ycHADHbEM54VxRUQGHw8HbhnL5zQaDoUuxKJbjLBwxl9uOFl4kh6dSMAyDQCCAu+66C6NHj8att96akAbGE8pJjoxw94RgMAiHw8FHiB0th+F0eaDQtQ8oaenpKBF4EkeLd+tW/rXixN4VIokEse0rYX/8RWeClWshsddDcngzggNO6rd2SFQqGG65Ba0PtgtO63PPQ/nuf8H0IOoSNSBfPuhyLKtdhmWHluG2kbfBpDT1uk2x7gNXJdJqtfJ/TqezfaLk0Qu52WyOS/UyukAmB2LZD8kmvISWoRxcASqLxYLm5mZUVlbC7/fDYDCECGfOSUmsDhDxSrdIRXiRPGzYsA6uFVKpFIFAAOeeey6+//57PPvss6IovsAR60iyGC3gWJblf6PKykrYbDbYbDYwDMMPHENbPoO24Vd4znsGgYLhfdpe0O2Gd9cuAICsuLhX7giRIKYbmk4HMrka/rLJkO/+HLKqFfD2o0gGAM15U2FfsgS+Xbvg27cPzm+/hXbGjIi+29/7Zah5KG4efjNOG3BaiEAW4vA5oJXHv4JhIBCAzWYLEcWBQIDPpSwvL4fRaATDMGhtbYXFYuGrlwltscxmc5/zLVMZsZzbYukHkHwiuTPkcjkyMjKQkZEB4Jh3M2dBd/DgQWzbtg0ymQwmkwlSqRR+vx8+n69LT/5UJB77imGYpN73XSHj7oJWrVrV6QJSqRQsy6KgoADPPPNMf7Yt7pAFXEcCgUCIH7HVauVFst/v5/OIuSpI0kProNn7SfuXmb4//vXu2AEczY2PZxRZjCI5vD/ecbfAO+Z6BLPjk9fdbZskEhhv+yOO3HQzAKDt1X9Dc+65vS4wEm/mD57f6fuHnYex4KcFaPO14dvzv4UkxmkrHo8nRBDbbDbI5XI+alVUVNTBA5arFqrRaJCXlwegPQLGXcgPHz6MiooKMAwTIprjMbs/mUnFC3I4YnqcnwoiORyhd3NubvtEdO5GljvX3G43li1bBq1WG1IpsLdPUpMBztoulfZVvIhoxOR+qGAwmLI7vTOO92Iiwke5nCgWWucYDAbk5+dDq9Vi1apVKC8vD33aEPBC+f09AADviLkI5Pc971SYaqEcGT9xJyaRzBHen2DmsAS1pB3VmDFQnnoqPGvXIlBfD/snn0J/2aVdLp8sA7Lb74ZK1v7ELEOVgWZPMzwBD6rt1SjWF/d6vZxVFfc412q18u4uJpMJ+fn5vfZ3lcvlIbZYwiIMra2tOHToED+7X5iioVaru2wrkRwky3nRV1JRJHeGVCrlbz4VCgVqamowatSoEO/miooKAOC9mznhnCpP4sWaRtIbogoriO1Hi0dOcjJHkr1eb4jbRFtbG1iW5R/lFhcX85PrhHB9Cr9wKta/DGnLXgQ1GfCccW9s2rhjx7H1jxwRk3V2RqoP1EKSuS/GBbegce1aAIDtjTegveB8SLTdpy0kSqDZvDY8t/U5/NrwKz6Y+gHUMjVkEhmGmIZgS/MW7GzZGZVIFtpQcX8A+DSlnJycuEV3OyvCwD02bm1tRVVVFWw2G5RKZUi0OVGVy2KNWES+WPoBiEckC+Ei/UqlEllZWcjKyuLf5+xOLRYLn6qoUqk6eDcn4wTceBRJSdVj+fh59tYJ8Ui3SJYDgYskCdMm3G43NBoNDAYDsrKyUF5eDq1W2+NFsbPH+UzrfijWHi09PfFBQG3uc5tZloV3e7tIZnQ6yAoL+7zOrkimfRUrOusPY62Bcs1zYJxNcM16p9/bpBg8GOopU+D67jsEW1thX7wYhuuv7/d2RIJapsbW5q1o9jTjiwNf4NLy9qj3UPNQbGnegh0tOzC9aHqn32VZli+MY7fb8euvv8Jut/MXxYyMDJSVlUV0vsULtVoNtVrNl/z1+/38RfzIkSPYt28fWJaF0WgEy7JoaWmBQqFI2VxLsYgxsfRDzCI5HIZhoNfrodfrQ7ybuZvl1tZWHDhwAF6vt4N3s1arTfhvRJHkY3Qpkj0eD+Ryuah/KLGIZJZl4Xa7QyLENpsNMpmMn72bk5MDg8HQqwsel5vE941lofrh/8AEPPAXnQX/kIti0o9AYyOCzc0AAMWwYWDifOyJSSR3eezJlJDt+AAMWDD2w2B1Of3eNuNNN8K1bBkQCMD27iJoL74YUnPHm6pEXxhkEhnmDZqHJzY9gcV7FmNmyUwopAoMNQ8FAOyx7OGX5eyjhFFir9cLhUIBhmFQVFTEp04kKzKZDOnp6UhPTwdwLPplsVjQ0tKCyspK7NixAzqdLiRFg5uPQMQfMeYki4loUlA7O9+467bFYkFNTQ127NjBPwUSltgON1WIN2Itt90buhTJTz31FKZPn47Ro0eL6kQVolAoUtLdQvgYlxPFfr8fOp0ORqMR+fn5MBgMvE1NLAgRYX4XWIUerEwJ9+RHeyw9HSm+HccqmymGxzefVmyR5K72M6vNQnDAaEjrf4Os8gf4Tryin1sGyAoKoL3oQjg+/gSs0wnbm2/C9Kc/dbl8IvfL9MLpeGPXG2hyN2FpzVJcUHwBBpsGAwD2Wvdiz749sLfZ0dbWFpLSkJeXB4PBgPr6ejQ3NyM7OzthfegtwujXzp07MW7cOEilUj5Fo6amBtu3b4dcLg8RzUajMemCKWK5ZolpjDqeIsmRwDAM/3RH6N3MudtYLBbU19fD6XRCo9GECOd4p0WJ5fyJBV2K5CVLlqCkpETUIjkV3C04T2Jh2oTT6YRKpWr3JE5LQ3FxMXQ6XVxzm0JEpVwD94X/AWM5ANZUHLNthOQjD++blVxPiE0kA11fUP1lU46K5O8SIpIBwPD738P55VdgPR7YP/oYurlzITv62D+ZUEgVmFs+F//a/i+8ufNNlLnKYLVaoYQSnqAHB9oOYHj2cAwePPi4iKgqlUpkZ2fzop9zvxHmNvt8PhiNRl40x8Oz+XhGLMeYGHVErPskvPEuPJpu6PV6+adVTU1N2LdvHwKBQIh3s9FojGlQLB7pFqnqltGlSFYoFHC73f3Zln4nHiIZ6NuJw1lCCW3YOE9ig8GAsrKyhDx+6UxUxlIgA4B3J4nk3tLd8eYvOxfKVf+AtHo14HUAivj7/YYjzcyEbu5c2N56C/D50Pbqv5H20IMhyyRqAA33Js60ZELNqHHYfRi/OX7D1LKpOE9+HiQSCYaUD0GePq/LdaXiRSAapFIpzGYzzGYzSkpKeIccTjSHezZzwvl49mzuC2ISlmLqC0d/9EmhUIQ41wjPOavVyk/C5Z7wCIVzbycFU7rFMbr8BXNzc0UfDVAoFHA6nTFbH3fnFemJw12chakTHo8HWq2WzyMeNGhQUiTyMwwDee06qCo/g2fig2A1GTFdPxsIwLtrNwBAmpUFaUZs1x9Oon/PeNCV6A+mD0LQWASJ9SBkB3+Cf+C0fm5ZO/or58P+8cdgbTY4v/kG+muvgbyTyZnxvnkRRmYsFgufv89FQYuKinB57eV4fffrWO1YjSsyr8DdmXfHtU2pCsMw0Gq10Gq1HTybW1tbUV9fj927d/OezcIUjXh6NotFkInpRh4Q37ibiOOss3NO+ITHarWipqYGbrebn08g9G6OpL00ce8YXY5SH374IT/JS6w/VrwiyZ0l83N3f8K0CYfDAblczkeJ8/Pzodfrk9LwX8IGYFz1MOSWSrDqdHgmPRTT9fsPHgTrcAAAFCecENN1d8bxFEkGw8BfPgWKja9BVvldwkSyRK+Hft7laHvlVSAYhO3115H217/GdZtCb2Luz+VyQavV8rnEnT2qnKOeA6lEilmls+LaPjHSlWczVyGwurqan9XPiWaz2ZzUkxwTiViEpVhuXIQkS5+ET3g4hJMCuZtVAHw6R3epUbGOJLMsm7LX2y7V2PEwYMUz3YKrAS9MmwgGg9Dr9TAYDCgqKuI9iZPhJOuJ4oZvILdUIqhOh2f87TFfv3fnsUl78mFDY77+zkjVk7YruuuPv+xcSA/8iGBaeT+2qCO6Sy+F/b33ELS2wfntUuivuRby4nYf31icB+HexJwXOJe/l52dHZHLi0FhwNVDrg55zxPwoNJaicHmwZDGoLpkMhPLc0OYZ8kR7tm8detW3rOZE859mZwklnNbLP0AkkdQxpJkLrCmUqmgUqn4+QRC9xqr1cqnRqlUqpBos8FgoEiygOQLWfYjSqUyJu4WnB2UxWIBAKxfvx5utxtqtZr3SC0tLU3ZMpWMrQ7lhz4CAHjOvA9QmWK+DV/FMXstxZAhMV9/OMdVJBlAIH88nFcv76fWdI1Ep4Nu3jy0vfTysWjyIw+HLBPNfuGiJdyfsGJkenp6TLyJWZaF0+/ErG9nweaz4d3J76LUUNrt8kT3dOXZ3NraiqamJuzdu5f3bBZOCIzGwlIsgkws/RCjSE6lPgndawoKCgCEeqW3tLTwE3FVKhWCwSBqa2uPe9vH41oky2Qy+P3+qL7DeRsK0ybsdjskEgkMBgMAoKSkBBkZGSlrwh+OcuVfIQt64M4aBf/wi+OyDe/RMp4AIB88OC7bECJGkdxtf5JogNNdcgnsixYjaLXC+d130P/+WsiLi3schLvyJuasDwsLC2PuTbzHsgdPbn4SWpkWpYZSbGnegorWim5FMhE9XXk2cykanBWWTqcLSdGI5Yz+ZCSVRFhPiKkvHKnep87OO5fLhf379+PIkSOorq7G9u3bIZPJOlQK7G/zgETBi2QuZyQVI529JZKy1NzjW+Gfz+eDTqeDwWDokNO4fPnyqCMeyYz0wI+Q7/kKLCRoPvVeGJjYHx9sMAjfnvZIsjQrC1KTKebbCCeVB7auiEj0+1yQNmxFIP+U+DeoCyRaLXTzr0DbCy8CwSDa/vMfpP/tbx2W8/l8/I2oxWIJ8Sbmzr145/Br5Vrsbt2NABvAieknAgB2W3ZjWlFi8rr7k0SeI8KoF2eF5fF4+BQN7uItl8tDIs2cZ7NYboDF0g8g9QVlZ4itTwzD8FV53W43Tj75ZH5OgcVigcViQV1dHe/dLDzvekqPSlkLOG4nf/LJJ9i0aRNuvPFGZGRkQK1WJ7ptcSdcJHOTfIRuEw6HA0qlkr+LKiwshF6v79KTWEwDNAAo1rWXnq7JnYaAeVBcthGoq+Mn7fVHFBkQZyS5R7x26F4eDcbvgv3GjWB1iSt4oZszB/Z3FyFoscD13ffwXnMN/Ecfve/btw8OhwMOh4NPWcrOzk6I00ueNg+T8ydjac1SbGneAiC08h7Rf3Tl2dza2orW1lbs378fgUCAF8per5evgpjKpKKw6AwxjbccYhPJHMJ+CecUFBW1zx/xer18bnNDQwP27NmDYDAIg8EQIpxTZc5Vd/AhGI/Hg6effhovvvgiJk2ahHnz5uHkk09GRkYGtNr+91XtD5xOJ2pqanD77bdj06ZNmDVrFkaNGsVPristLYXBYIjKCi8eBUUSieuiN6H49SXsl56CwjgNct49x0RHf4lkQHyDdo/9UegQzBgE6eEtkB5YCf8Jl/ZPwzpDpYJ8zhx4XnsNYFns/8fjqL98LoD2mdqlpaVJ80hv/uD5WFqzlP//HsseBNiA6CfvJTvhM/o5B6HW1lYcOnQITqcTy5cvh0ajCUnRSAZLzUgRkwgTU184xPr0vad+KRQKZGVlISsri1/e4XDwwrmysjJkfgg3NysVbYVl3EF7+eWX4/LLL8eqVatw7733Ys6cORg6dCgmT56MKVOmYOjQocjLy0vJTgLtE3x+++03rFu3DmvXrsW6detQXV0NpVKJsrIyXHTRRZg+fTrKysr6dNCLLUIJpQHeM+5BcP36uPXLJ8hHVgyOT7Q6HLHtp0gvPv7iSZAe3gJZ1fJ+FclCb2LuKY28tASFBj0kbTbotmzB+LvuxJpDh1BcXJxUT7JKDaU4c8CZ+Kn+JwCAK+BCja0GxYbiDsuKTQSkEkL/2GAwiKamJowYMSLkMfGuXbsglUr5aJfZbIbRaIxrtVLiGGI7P4LBYFJatvaVaC3gGIaBTqeDTqdDfn4+gFCnIYvFAolEgow41z+IBx327umnn47hw4cjOzsbTz/9NO666y7cdtttGDRoEKZMmYIpU6Zg2LBhiWhrn/jTn/6Ejz76CKeeeipOOeUUXH/99di7dy/eeecdLFq0KGbbEYv4kh5chUDhafyEr3j2S+hsIR/UfyIZEFd0I5L94y+ZBOXa5yA7+DMQ9AOS2A/wPXkT5+bmYujQoVCr1bAfboD1+ecBloXj7beBc85JyvPnysFX8iIZaM9L7kwkE8lFeMSrK89m7jExF3FOFgtUsY1PYukLx/EaSY4EmUyGtLQ0pKWlpbRPcpe/QjAYRGFhIZYsWYK9e/fi/PPPx5///Gc88MAD/Odd8dhjj2Hs2LHQ6/XIysrCRRddhApBtBAAJk6cyCdyc3833XRTyDLV1dWYMWMGNBoNsrKycOedd3Zwo1i5ciVOOukkKJVKlJeX46233uq0TU8//TQaGhrwxRdf4L777sPkyZNhMpliYgEnRAw5ydLK76H56DKoP54HsO37OZ4imUu3YAwGSI/mpcYboUgWA5Hun2DOKARVZjCeNkjrNsZk24FAAK2trThw4AC2bNmCn3/+GRs2bEBDQwOUSiUGDRqEM844A6eccgqGDBmCAQMG8JZC2otnQ3J0oqbr+x+gaG6OSZtizbC0YRibNRYAoJKqMMzcdaBALMdUKtPVPuDyK4uLizFq1ChMnDgRZ555JoqKisCyLCorK7Fy5UqsXLkSW7ZswcGDB3mP+0QgJmEppr5wiLFPAJWlFtJpGEmj0cDlcgEA1qxZg19++QU///wzTjnlFMycORNA949NfvzxR9xyyy0YO3Ys/H4/7r33XkyZMgU7d+4MyW++/vrr8fDDxzxSNRoN/zoQCGDGjBnIycnBL7/8gvr6elx55ZWQy+X4+9//DgCoqqrCjBkzcNNNN2HRokVYtmwZrrvuOgwYMABTp04NaVNnj2/lcnnUFnA9kfI5yT4XVMvbb4QCWcOBo24W8RL/QasVwaYmAIC8vLzfTkyxDQAR90ciRaD4LEh2fwZp1YpeuVx0502clpaGkpKSiD3BJSoVdJfP5X2TTStWAtOnR92m/uCGYTfgwuILcVbeWaLORxaLyI/knGAYhvdszs3NBdD+mJhL0WhsbMSeozfx4SkaYnEw6i/EKCjF2CdAvBHy3tBBJAcCATAMg82bN+P222/HBx98gPLyctx6662YM2cOgJ6rzHz77bch/3/rrbeQlZWFjRs34swzz+Tf12g0yMnJ6XQd3333HXbu3IkffvgB2dnZGDVqFB555BHcfffdeOihh6BQKPDKK6+gpKQETz/9NABg6NChWLVqFZ599tkOIrkz5HI5RZLDUPz6AiRtNQjqBsB76u38+/GKJPv27+dfy0v7z3tWbJFkIPK++EsmQb77M8iqlsN7xj3dLhsMBvnUCW5ShsfjgV6vj5k3sW7OHNjefgeswwHDxo0INDQCJcW9Xl+8GJ42HMPThie6Gf1GKl/8+3Jey2QyZGRk8PmT4Z7NdXV1cLlc0Ov1ISka8fBsFpMIE1NfOMTYJ4AiyUJ4kezz+bB27Vq89957+O6776BUKiGVSrF69WqUlJTwX+hNGUar1QoASEtLC3l/0aJFePfdd5GTk4MLLrgAf/nLX/ho8po1azBixAje7gcApk6diptvvhk7duzA6NGjsWbNGkyePDlknVOnTsXtt98eUbsUCgVFkgUwLfuhWP8yAMAz6SFAcSzqHzeRXFXFv5YLjrP+QiwiOZoBLVA8Ce4z70egZFKHz7gKTMIJdgD4Gcq5ubkwGAwxnawi0emgu2QObG++BSYQgPv996G/5+6YrT/WHLQdxPaW7RidMRq52txEN4foglhd5DvzbHa73Xy0+eDBg9i2bRsUCkVItNlgMPQ5GieW8QkQp6AUY5+A+PUrFX8r3if5hx9+wIwZM3D22Wfj8ccfx+zZs/mFAoEAJBIJGIaJ+qQPBoO4/fbbcdppp+GEE07g37/88stRVFSE3NxcbN26FXfffTcqKirwySefAAAOHz4cIpAB8P8/fPhwt8u0tbXB5XL1OENeoVDA6/XG9IBI2Yl7LAvVir+ACXjhLz4L/oGhj7zj1S+/IJIsK6NIcl+ItC+sJg2+sTe1V1dyOkNEsdCbOCsrCwMHDuwXyyzd3LmwL34PrMcDz5dfInDD9ZCG3VQnC3O/b7eqG2gciLfPeTvBrSESgUqlQk5ODv8kNBAIhJT3FXo2C6PNvbE0TEVh0RliGms5xCySyfGlHd4C7uSTT8bGjRsxevToDgv15ce65ZZbsH37dqxatSrk/RtuuIF/PWLECAwYMADnnHMOKisrUVZW1uvtRUMkFfeiJVVFsrTye8gO/AhWqoD77Ec6lDGOWyS5MrHpFmIhkv5wM/uFotjn8/GpE73xBY8VUrMZ2pkzYV+yBPB4YF+yBMY//KHf2xEJKqkK7oAbe6174fA5oJWL00c+lenvMVgqlfIz+bntc76xFosFFRUVcDgc0Gq1IaK5pxtQMeWGiqkvHGIVyWK1tusN/K+g1+sBABs2bIDP5+P/vF4vfD4fPB4P/H4/bDYbBgwYgAsuuKDHlS9YsABffvklfvrpJ947rytOOaV9AtG+fftQVlaGnJwc/PrrryHLNDQ0AAB/956Tk8O/J1zGYDBE5LMql8tjLpIlEklKpluw6jQEMobAXzoZrLmjWI13TrLEbIb0aFGA/uB4iCSHexPbbDZIpdL26JZOjcGujdDZt8J71pOAJPFRA90V82D78EMwgQDsH3wI/fz5kBwdl5KJG4ffiOe3Pg8A+GT/J5g/eH6CW0R0RqLLaof7xnJVyiwWC2pra7Fz587jyrNZTGMtR2/ST1MBMd7Q9BZeJG/evBkTJkyASqWC3++HRCKBRCKBVCqFVCqFRCKBUqmE3W7H5MmTuxXJLMvi1ltvxaeffoqVK1eG5DR3xebNmwEAA45agI0fPx6PPvooGhsbeY/L77//HgaDgfdpHj9+PL7++uuQ9Xz//fcYP358RJ2Ph0hO1UhyMO9kOOd/2+6d2wnxyLUOWCwItrQA6N8oMiBOkexyuVBXVweLxYK2tjY4nU5otVoYDAbk5ubCaDQem1wU9EP39YVgPG3wnzgfwQEdnyD1N7LsbNhOPhmGdevAOhywf/ghDNdem+hmdWCIaQj/+r2972F22WxoZO1zKcQYVSJiQ2eezW1tbbBYLGhtbe3Us9nv94smoifGqKsY+wTEfuJeKl9n+bPvpJNOwu7du6FUKiGTyUIEskwmg0wm4w+Ink7aW265BYsXL8bnn38OvV7P5xBzF+nKykosXrwY06dPR3p6OrZu3YqFCxfizDPPxMiRIwGAL1oyf/58PPHEEzh8+DDuv/9+3HLLLfzj4JtuugkvvPAC7rrrLlx77bVYvnw5PvjgA3z11VcRdZ7SLcKQyLosLhGPfoXkI/ezSOZI1X0VCAT4akacDVtlZSU/wa68vLx7myqJDP6C8ZDvWwpZ9Sp4k0AkA4Dl7EkwrF8PBIOwv7cEurlzIUmi6nsAUG4s519bvBZ8uv9TzBs0L4Etii2pek4ISYU+SCQSPopcXFzcPkfA5eKjzZWVlbDZbJDJZHC5XHyKhl6vT1lhlqrt7gqximSKJB+DV0QKhQKDuqh21tTUhI0bN+Lss8+OaKUvv9zukDBx4sSQ9998801cffXVUCgU+OGHH/Dcc8/B4XCgoKAAs2fPxv33388vK5VK8eWXX+Lmm2/G+PHjodVqcdVVV4X4KpeUlOCrr77CwoUL8fzzzyM/Px//+c9/IrJ/4/ocj3SLVBigOZRL7wBrKoJ3zPWArGsbr3iI5FD7t/51tki1SLLH4wmxYbPb7ZDL5TCZTEhLS4Pb7UZRUVGXloqdESg6E/J9SyE9+BNwyq1xbH3kBDIzIZ84Eb7lyxG0WOD49DPoL5+b6GaFoJVrkavJRZ2zDgCwaO8izCqdBbWsXcynyjEldlJNvDAMA41GA41Gw3s2b926FSzLQqPRoKGhgS/KJUzRMJlMKRFtFqOgFGOfgPj0K1V/p5Azy+VyYceOHaiqqoLb7eY9hNesWYM33ngDzz77LCQSCW699dZuf8SeLhIFBQX48ccfe2xcUVFRh3SKcCZOnIhNmzb1uK7O4NItYu1ukSo5ydKaNVBsXwIWDPwl5yCY1XUVsfiIZIH9WwIiycka9ed8WYX5xG63GzqdDkajEQUFBbw3MXfcNjY2Rn0M+wvPAID2yns+JyDX9PCN/kF5+Vz4li8HANjfew+6S+aASTIRMNA0kBfJFo8F6xrWYWLexMQ2ihAdnHAuL29/esGyLGw2G5+iIfRs5gRzvDyb+4oYBaUY+wTEL9c6FX8r/spjt9uxYMECvPPOO9DpdGAYhk+1YFkWarUaTz31FIYMGdKjSE4VuLQNv9/fK2uezkhW4dWBoB/KFe2V9XwnXtGtQAbEmW6RLMdvT97EAwYMiMibONr9w5pLENTnQWKrhfTQuk59kxOBpKQEqgkT4P7lFwQOH4Zr2TJoInw61F9cUnYJphVOgzvgRrG+GINMnT+FS2WS5fzoDWK4PgEd+8EwDAwGAwwGQwfP5tbW1g6ezZxwjoVnc18Ryz4RIta0BComcgz+qtvS0oIvv/wSv/zyC0499dSQhTZu3IhJkyahpqaGf08MBwaXr+nxeGImklPF3UK+fQmkTbvAqozwnHZXj8vHJZJcXQ0AkJhMkJpMMV13JCTihoZl2U7LOqtUKhiNRmRmZvbKm7hXfWEY+ItOh2L7+5AdXJUUIpnrs27+FXD/8gsAwPbuIqinTEmqQXt0ZnLkcBNEV57Nra2taG5uRmVlJe/ZLIw2x+qaFyliFMliFZNi3Fe9hRfJDMPA7Xbj1FNP5UtTc4bSfr+fj7r6fD7R1KznBolY5iWnRCTZY4Ni9VPtL8f/CVD3bL0W634FXS4Em5oAALKCgpitNxr6Y1/15E1cXFwMo9GYEG9ioD0vGdvfB2M/nJDtd4VyzBjIhw6Bb9du+HbvhmfDBqjGjk10s7rlsPMwPAFPoptBiIjeiJXuPJtbW1tDPJuFojneRYPEKLzE2CdAvBHy3sCLZJPJhBtvvBFAx+IhQ4cOxYMPPggAohHIwLG+HG8iWfHrC5A4jyBoLoXvxCsj+k6sc639gqcSssLEiGQg9pOsfD5fyAQ7oTcxl0+s1+tj7oXa2+POX3Yu7DdvAatJj2l7+gJ34dFfcQVa7mufzGt/d1HSieR1Deuws2Unzi04F0trluLt3W9jftF8jMGYRDftuEcs4iUW41N3ns2tra0dPJs54Rxrz+Zkvy72BrEcZ+HEI0Keqr9TSDGRJ554Ag6HA36/n/8LBAIIBAK47LLLALSfXLt37+at2lKZeESSk97dwmODYnN7KV33WX8BpJHd9MRa/IeI5BSNJLMsC2dYWWen0wmNRsPnEg8ZMgQajSbuA0Sv1y/XgE2SCXtAaD/UZ58Nae4ABOrq4f7lF/j2VUJe3j/VOCPhnYp3sOnIJmRrspGuSoef9eOz2s8wckDqj41E8hCPsaMrz+bW1lZYLBYcOHAAPp8PBoOBF81ms7lPT7zEKCjF2CeAIslCeJHs8Xgwfvx4qFQqBAIBsCzLCwifzwelUol169ahvr4e1157LTZs2JCwRscKrkgK5+IRC5Le3UKph+OKryHf9SkCpZMj/lrMRXK1UCQXxmy90RDt4BbuTWy1WhEMBmEwGCLzJo4zfd4/wUBSVN7jYGQy6OZeDuvTTwMAbIsWIe3BBxLcqmOUG8ux6cgm7LXuxR9O+APe3v02GlwNWG1fjVNwSqKbd1yT1IGKKOgvESb0bOa2y3k2t7a28p7NarU6RDRzk/wjRWyCUqwiWay51r2BF8kymQxTp06FQqHgi4gIi4lwJ4/ZbMYtt9ySqPbGHIVCAb+/8ypzvSEV0i1Ycym8E/4c1XdiHSH3H0p8ukVP+4rzJhaWdZbL5fwEmJKSEuh0uqS44+7LgMZYa6Ba+idIbHVwXLsKSPDgKNwn2t9dgLbXXgPb1gbnt9/CePNNkB6NfiWagcaBAIC91r2QS+SYP3g+ntr8FL63fo9bArdAKU1MnnlfSfbxK1LoIt97OvNs5lLJWltbec9mhmE6TAjsyoVHjMJLrBHXePQrVfc9fzRLpVI89thjXS7Y3NwMADAYDLjmmmvi37J+Qi6XxzSSLJFIYiq6YwbLQtK8B8GMwb36utjTLXryJs7Pz+/gTZxs9Hb/sJoMSOs2ggl4wbTuB5uWuJSG8N9WotFAN3sWbG++Bfj9sL3/Pky3JkfhE14kW/aCZVmcX3Q+3tz5Jpq9zfjywJeYXTY7wS3sG8l6nB9PJFOkUi6XIyMjAxkZGQDaRa/dbudTNA4dOgS32x3i2Ww2m0PGzGTpS6wQo/AHkuu4SzQdbvnsdjtfSMTv98Pr9aKpqQnz5s3Dxx9/DK/Xi3HjxoniB2QYhi8oEst1JmO6haziC6i+WgDfqKvgOedvUX8/XukWkrQ0SLTamK034u0fzbevq6tDVVUV703MpU5E6k2cLPTpfJSrEcgbC1n1asgO/gRfAkUy0FHs6y65BLZ3FwE+HxwffwLDNddAotMlqHXHKDYUQ8pIYfPZ0OhqRLYmG7PyZuG1qtfw3z3/xQXFF0Ah7V+bLaIdsUTDk1msSCQS3rO5qKgIQNeezWazGT6fD1KpNG6FKhJBMu+fviCmfdRXQhTAzz//jPvvvx/V1dUhleiCwSAOHz6MCy+8EMFgENXV1aI5MGIdSU7KdAufC8qf/g4GLFhtZq9WEct+sW43gkefTPRHFLkrb2KGYeDxeJCZmYny8vKo8+uSib7un0Dh6ZBVr4a05hf4RifXkyJpRgY006fB+fkXYB0OOD7/HPp58xLdLCilShTpi7C/bT/2WvciW5ONc7LPwQfVH8DmtWGvdS+Gpw1PdDOPW1L1XE5lwj2buUJJXKTZ4/Hghx9+SLhnc6wQq0gWa796Q4hIvvXWWzFkyBBcffXVUKlUfE6yx+PB1VdfjX/9619JWe6yL8hkMtFbwCl+ex0SWy2CugHwjrmhV+uIZb/8DQ38a2lOdkzWKYR7DCi0YuvMm3jTpk0oLCxEenry2J/1hb7sH3/BBCgBSGvWAmwQYBITRehqbNFfcQWcn38BALC//wF0l16aFKWqBxoH8iL59AGnQyFR4NqMazH55MkwK3v2HyfiQ7KNwb0l1cWKTCZDeno60tPT4fP5EAwGUVhYyKdo7N69G06nM8Sz2Ww294sjUCxI9f3TFWJNI+kNIVeZiooKfPrppygpKQlZyOfz4YorrsC0adNS9o6vKxQKRcwt4JIp3YJxNEGx7l8AAM8Z9wByde/WE0ORHGhs5F/HYhIWN6FEWNZZIpHw3sT5+fkwGAwdPD/FNAj0tS/B7JFg5RpI3K2QHNmNYGb3ZcrjSWfHmby4+Fip6vp6uH/6GeqzE18h8KrBV+GKQVegSF/Ev1eqKiWBnASI4fwWi9gHjglKzrO54OhTRKFn86FDh3jPZqFo7mz8TgbEKpJjPXEvlY9jGXBsR2s0mk4nnTEMg1NOOQVOp1NUIjleOcnJdEAofnkKjM+BQM6J8A+d2ev1xDLXOiCIJMuyo4sk9+RNnJOTg8GDB0cUiUi2fdVX+tQXqbw9L/nAj5DWrEmYSO5un+nmXnasVPWSJUkhkosNxd1+vqlpE4alDUsppwsxnRNiQCwijKvgG05nns3cU8B4eTbHAs4mV4y5uxRJPoYMOHYScg4WgUCAfzQSDAbBsizWrFmTuFbGETHnJEuadkG+7T0AgOesB/v0CD2mkWRhukUPIjkQCHQo6xwIBPjUifLychgMhl7dvCXTvuorseiLv/RcQKJA0JC4CojdoTzlFMhKSuCvqoJ30yZ4KyqgGNw7t5b+4G8b/oavq7/GbSNvw6Xllya6OccVYjmvxRSpjHSfSCQSmM1mmM1m/nsul4tP0di3bx/sdjs0Gg2f09wbz+a+wvVHLPtHCFnAHSMk3YJlWWzevBnfffcdamtr4fP54Pf7wbIsmpqa8M4778BoNCaqrXFBLpfH1LItmdItmLZasCoT/AXjEcgf17d1xVQkC9ItwkRyd97EJpMJRUVF0Ov1MTuBxXIxjQW+0VfDN/rqRDejy33CMAx0l14Cyz8eBwDY31uCtIce7M+mdcrnVZ9jW/M2zB04FzrmmOvGyPSR+Lr6a7xT8Q5+V/w7qGW9S3UiekeqXpSFiGl86q3gF3o25+XlAWhPseMizYcPH+Y9m4Wi2Wg0xtWdSKwimYuQi61fvSXkCPrggw/w+9//HiaTCQMHDoRCoYBMJoNCoYDL5UpO/98+olAoRBtJDpRNhuP3q8D43X1eV7xykt1aLZpqa/kJdv3pTZxM+6qviKUvPe1nzfTpsL70cntxke++g/HWBZAmeOLlskPLsKFpA0ZljMJY9Vj+/elF0/FOxTuoc9bhk/2fYN6g2Dhy0EWsZ8RwLnCIaT/Hqi9yuRyZmZnIzGx3awoGg7DZbCG5zW63GwaDgRfNJpMJanXsblTFLJIBiDKNpDfIgGOeeI8//jj+8Ic/4Iknnkh0u/oNseckQ2kAqzT0eTUxeZzv96OtrQ2umhowAFipFJsqK2Ewmfh84njf/QtJun3VB2I5UDNth8D4nAimD4rZOmOFRK2G9qILYX/nv+2+yZ98CsP11yW0TWXGMmxo2oDKtkqMVY/ljymZRIZrhl6DRzc+inf3vIuLSi6CVh69JzhXDp2LnFmtVshkMv6RdFpaGvR6fcwv1mK7+KciYroZimdfhBO1Oc9mrqy2xWJBVVUVbDYblEplSLS5L08lxS6Sxdav3hKiRhwOB0477bREtSUhxDqSnAzpFrJdnwFSGfwDZ8SsxHC0grIrb2KVSoWCI0cAtDtbnHHWWQm7YxXbIBALwS/f9BZUy++Hr2wq3Be9HoNWRU9P/dDNmQP7osVAIAD7Rx9Bf9WVYBI4objM0F58pdJaCYSl2E8tmIr/VvwX1fZqLNm3BL8f+vse18e5tXAXeJvNBoVCAZPJhMzMTAwa1H7z0tLSgiNHjmDv3r1gGIYXzdyj5uM9EiSG81ssN/FA/wt+tVoNtVqNAQMGAAj1bD5y5Aj27dsHlmX5VD4u2iyXyyNav1jFJKdfYjl+MAyTsr9TyMS9efPm4eeff8aYMWMwYMAAvqAIy7IIBAIpXWyhK2Kdk5zw6KTbCuXyv0DiboXr/JfhH3xBTFbbU7+E3sTcn9fr5VMnOG9ieSCAOqcTACAbMCChF/KE76sYEqvzMjBgFABAdmgtEAwAkv61XYqkH7KcHKgnngXXsuUItrTA+cMP0E6f3g+t65xSQykAoLKtssNnMokMNwy7Aff/ej/e2/seZpfOhklpClmGs8Di/ux2O9RqNUwmE/Ly8mAymTqU9pXL5fzEJu5Rc2trK1pbW1FVVYVAIMBf+NPS0vr1CU0yIKYIrFj6keh9IvRs5tpjt9v5FI1du3bB6XRCp9OFiOaunJI4MSmW/cMhVvHfW0JGzfLycixcuBArV67EaaedBqVSyQvlpqYmPPbYYygsLExUW+OC2NwtlOv+CYm7FYG0gfAPnBaz9Yb3qydv4ry8vE69LX1VVfxrWQw8kvuKWEQyEJu+BLNOAKvQgfFYIWnahWD2CTFoWezRzZ0L17LlAAD7kiXQTJuWsEG9xFACBgxaPa2weC0dPp+YNxGDjIPg8DtQ76iHMqgMSZ3gLszco2KTyRSVvZXwvCsuLgbLsnA4HGhpaUFraytqa2vh8XhgMBiQlpbGR5sjjZilKmK4yIttfEqmfcIwDPR6PfR6Pe/Z7PF4+HOzpqYG27dvh1wuDxHN3HVNrGJSrOK/t4T4JH/xxRd8btvPP//MV9xTqVRobW2F82gEUEzEOidZIpEkbGBjLAch3/QmAMAz8S+AJDaRI5Zl4fF44PP5sGvXLrS1tcHhcECj0cBgMETlTRxSSCRKj+RYk+gbmlgSswFNIkMgbxxkVcshPbQmISI5kn2iGDkS8qFD4Nu1G75du+HduhXKE0/sh9Z1RC1TI1ebi1pHLWpcNTDBxH/GsixcThduL7kdjJNBy64WHPYehl6vh8lkQnl5efsTlhgKVmHBhsLCwhALrdbWVr7KmV6vD0nRUKlUMWsDETvEIlaSTSR3hlKpRHZ2NrKPXpuE8wG4pzQ+nw9GoxE6XbuTjdfrTbhncyyJh/hP5eusDDiWe7JkyZKENiYRKBSKmKdbJConWbn6STABL/xFZyJQ3PtCC515E3O/kVwuR2lpKYxGY6+8iaPxSI43YhPJMSsbXjABsqrlkFX/At+Y62OyzkiJdGBmGAa6yy5D64MPAQDs772XMJEMtOcl1znq0OBugD6gR01NDR+RCgQC/Cz7gtwCGI3Gfq0e1pmFlsfjQWtrK1paWrB//37YbDZoNBo+nxlI7QtbKrddSCoIy0hJxX3CVf4zm80oKSnhi1lZLBY0NTUBAFasWMF7NnPR5lROTeUKiaRq+2NNh1AjJ5Dq6+v5gTMrKwuZmZmi/NHEkm4hadwB+e7PAACeM+6NasKe1+vlJzRw3sQymYyfBVxUVIRgMIidO3eivLy8T+1MNpEsJmJm0VcwHgAgrV2XkLzkSNFMngzr8/9EsKUFrhUr4T/cAFlO/x5TwWAQbW1tuDTjUsxUzoSrxQVHsD3VwWQyobCwMGQGvS/ow2dVn+GU7FOQr8vv17YKUSqVyMnJQU5OTnu7fD4+0lxbWwsAWL16dUh6Rqpd+FOprV2RisKyK8Qg+BmGgVarhVarhdFoRFNTEyZOnMhHmuvr67F7927es5kTzak0J0CsVQR7S4e99uGHH+Jvf/sbKioqIJFIIJPJMH78eDz88MOYMGFCItoYVxQKhSjSLZQ/PwYA8A25sNtH5Fy+ojBK7HK5+JM+Ly8PRqMRarU6ZEBra2uLSb/8ISI5sTnJYoskx4pg1nCwCj0YTxskTTsRzB4Rs3VHQqT7hFEooJ09C7bX/gMEg3B8+imMN98U17ZxNoZclLitrQ1SqRQmkwkZmRkIpgfR2NiIE7uIaj+56Ul8efBLTCmYgofGPhTXtkaDXC7nSwP7fD4sW7YMw4cPR1tbGw4fPozdu3eHRNU42zm6mMafVBeWQsTUF070d+XZzFUIrKmpgcfj4VOskj29SQw3M7EkJCf53XffxZ133onZs2dj0aJFMBqNaGhowAMPPIDrr78eixYtwqhRo0T1I8YjkpyIdAvvSb8H426F57Q7Q97nLurCCXYsy8JgMMBoNCI7OxsGg6HHnMhYCcruqu31N2ISyUAMo04SGTxn3gdWZULQVBSbdUZItOOKbuZM2N54EwgE4PjsMxiu+z2YGOb3Cit7cc4TnNdqdnZ2h1z8xsbGbvswu2w2vjz4Jb6v+R7zB81HmbEsZm2NNWlpacg6OrmWi5i3tLSgpaUFlZWVYFkWJpOJjzb3dxpJd4jlGiWm8Yl7jC8WujrGhBNpOTjPZi6veevWrfw4wkWbk+Wmk6ubEUtSOX2DLyYilUrx4Ycf4ne/+x1eeOEFAO0HQXFxMT7//HOMGTMGGzduxKhRoxAIBFLm0UFPiMUCLlAyCc6SSe3exA0NId7ECoUCRqMRGRkZKCsrg1arjfokiJ1IPhpJViohSYIS52K5CMX6uPOdeEXM1hVPpJmZUE+aCNcPy46mXayAZsqUXq9POLvdYrHwE1RNJhMKCgp4O7bOeH7r89jauBVztHO6XP9g02Cck3cOltUuw6s7X8UT41OjcJNEIuHTr4D280ZoO3fw4EH4fL6QSJnZbBbNdSKRpKq46Awx9SWatISuPJtbW1vR1NSEvXv38p7NnGiOxrM5lojlBjNWhPgka7Va3ntT+D4AvkQwAFENfAqFAm1tbTFbX3+mWwSDQdhtNlgFkWKhN3FhYSFf1rmvxEwkH3W3kGVlJfxEpEhychJtP7QXXwzXD8sAAPaPPopYJHOuD0JR7Ha7odfrYTQaUVJSApPJFPEE1d+afsPetr2oU9R1u9x1w67DitoVWFW/CttbtuOEtOS02esOhmFgMBhgMBhQVFTET2jiJgPu3LmT/y259Ayz2dyryb7HM2ISLGLqC9C3yHhXns1cikZ9fT1vDcmJZrPZ3CENMh6ILeLfV0JE8ty5c/Hqq6/i888/x7Rp02C1WqFSqfDUU09Bp9MhOzsbhw8fhsViQW5uLgyGvpc7TjTxiCTHK93C5/Px+ZBWqxU2aytOq3gEvpwJCJ5wJfLyhnXqTRwLYiEog243WIcDACA5mr+VSMQkkuMxqElr10Na8wt8Q2eBNRbEfP2d0Zt+KE86CbKSEvirquDdtBm+ffsg72SCKZePLxTFPp+Pd54YPHhwnybYlBnLsNe6F3Xe7kVykb4I04um48uDX+LVHa/iX2f8q1fbSyaEE5ry89snJApt5/bu3Qu73c5f9DnhHK+8TLEIMrGMT4B49glHLPsj9GzmalFwT7VaW1tDPJuFkeZ4VNaM9cQ9riBdqhJyNXC5XNi2bRsuvfRSDB48GHl5eaioqEBVVRXGjRuHZ555Bk6nEw0NDXj44Yfxu9/9LlHtjhmxLkvNnTR9PYG4KJdwgp3D4YBareZziU8MbIHJsQ/GuhY4pv0foNTHqhsdiIlItlj411KzqW8NigFiGrCB2F9QFaseh+zQWrCaTPhGXh7TdXdHtP1gGAa6iy+G5cknAbRHk8333MNXgRSKYi4fn6tmF8ubSq7yXr2vvsdlrx16LZbWLMXGpo3Y0LgBJ2edHJM2xIJYHUfcI+bc3FwA7S46XKT5wIED2Lp1K9RqdUikORKv9eMNsfweJJKjoyvPZu7Gc//+/by9pDDa3NenNRRJDiVEJHs8HowaNYq3BWIYBuXl5VAoFPwBodFoYLPZ+B2X6sTD3QKI/gTiZsRyUWLOm5ibYNfBm9jngvbLFwEA3lP+GFeBDBwTyX0ZGIKtrfxrydHcxkSTyne4QuIRFQ/kjYPs0FpIa3/tV5HcGzTTp8H64otgnU7Yv/wKB888ExavNySXtri4GDqdLm6TY8oM7ZPwIhHJOZoczCyZiYO2gzArzT0uLwYUCkXIRd/v94fYzu3YsQNyuTzEdo4rbhUtYjmvxSQsxdQXoP/7I3SX4bbPpThZLBb+aQ3nd86JZq1WG1U7yQIulJB0i/nz52P+/PkJbVB/I5PJYiqSud+ypxminDex0HVCJpPxs2KLioqg0+m6jHIpNr0Jif0wgoZ8+E6M/z6LRYRcGEmWmBIvDBJZHTHWxGOwDuSPA9YB0tpfY77uroimH9zkFy5KrDxxJExr1oLxeJCxfTvKL7886gtEX+BEcqO/Ed6AFwpp9xGdBSMWQBajqpipiEwmC7HOCgQC/GSmxsZG7NmzBwzDhKRnGAyGiC/gYhBkYhmfABLJsaazFCdOV3Cezbt27eItKoV/3T09o0hyKB1GaJZl0draik2bNqG5uRnZ2dkoKChAYWEhZDIZAoEAGIYRzZ1GPCruAaGDW0/exLm5uRg6dGjkSfluCxS/tkeRPRPuAGTxL4nZWb+iJdBq4V9TJDn2xDySPGAMWEYCibUajK0erH5ATNffFV31w+v1drBj49KPBgwYAN0NN6BtzVoAgOyHZdBef32/DvaZ6kxopVo4Ag4ctB3EQNPAbpdPdoHc3xdKqVSKtLQ0pKWloaysjH+61tLSwltnBQKBENu5ni74YkAsgiXRojLWJGPEVaFQdOvZXF1dDa/Xy0+o5aLNwrkB8dhPKW8BBxz7YX766ScsWLAAu3bt4iegnXTSSbjnnntw8cUXi25AinVOMnfStLa2wuFw8B7FwWCQT50YNGhQRN7EXbZ5/ctgPFYEMgbDP3RmzNreHbEQycmYkywWkRyXAUipRzBzGKSN2yGtXQ//kP6dg+B2u0NEsdPphFar5atAmkwmKJWCG8TcXLhHj4Z30yb4q6rg2bgRqpP7L9eXYRgUaYtQ56iD1WuN+Hst7ha8VfEWRqSNwLkF58axhamF0G+WKwnMOQBwk5m8Xi9vm8X9yeVy0ZzXYhKWYtknHKkQcQ33bGZZFm63mxfNVVVV2LJlC1QqFS+a/X5/0verP+FFMsMwqKiowL333ovBgwfjxx9/xF133QWNRoOJEyfir3/9K3Q6Hc4777y4mE0nCrlc3ud0C7fbHRIlBoA9e/bwEY+SkpLY5UL6nFBsfgcA4Dnt7n4rGRwTkWy18K+TIZIstoEgHhehQN64oyJ5XVxFMpdf5/V6UVtbi6qqKr5KldFoRFlZWUS+obqLL0bLpk0AAMdHH/WrSAaAh0c8jEMHD0U1Ee+rg1/ho8qP8MvhXzAxbyLkkv73Rk0Fwh0AuMnN3GTA3bt3w+l0Qq/XIxAIAGifZxNyI0UkFDGNual4A8MwTIcJtX6/nw9ENDY2orW1FcFgEOvXrw9J0UiEZ3MyEFJxb8WKFZDJZHjhhReQlpYGiUQCp9OJWbNm4X//+x8+//xznHfeeaK6I4xWJAeDQd5Gqitv4h07dmDMmDFQq9VxaLAGjnlfQb7rYwTK+i/qFBORnGTpFomqjhgP4hUVD+SPAza9AWnDtpiul4sKCiPFgUAAEokEarUapaWlMBgMUduxqSdNhCQ9HcHmZrhW/ohAYyOkWf1X/rw3Avfisovx/r73Ueeow5cHvsTM0v55OpTqcBPJNRoN8vLyAICPku3duxfNzc1YsWIFNBpNyGTA/vCajRWpKMS6Qkx9AcTTH5lMhoyMDGRkZAAAqqurUVdXh+zsbFgsFtTV1cHlciXEszkZCLkCWa1WSKVS3t1CpVLBcvQRuUql4otuiEkk9+RuwXkTCyfYcUb6XD5x+MV8165dcf2N2LRSeMPKT8ebWKdbJItIFsuxHK/Byl90JhzzvkIwa3if1iPMjeMm2wGA0Wjkq9kZDAZs2bIFmZmZSEtL69V2GLkc2osugu3114FAAPbPPoPxhhv61PZ4o5apcfWQq/HMlmfw5u43Ma1wGlSy+PgHix2VSoUBAwagoaEBRqMR+fn5fHpGdXU1tm/fDqVSGTIZsD8nd0aLWIQYIK6+AOLrDwfLspDL5SgsLOQ9m4Wpb9x5pFAo+Ciz2WyOalJtKhEiktPS0hAMBuF0OqHRaKBQKOByuVBbW4vKykpMnToVAET1QwhFMuerKpxkJ/QmzsrKwsCBA3scVOMVoWScLWA1vRMPfd52LESy7VhlQ0mSFKIRi0gG4tQXpQHBnBOj/hrnVMANrG1tbfws67S0NJSWlnZaHj0WFx3tzItge+stIBCA8/Mv8P/snXd4HNXZ9n+zvTd1yWruvVBCccGAsU2HkEICBEJPDAkhCcn3JiGkvCSQAoT6JgHSIBUIEAih2GAbjDEE25JtWZYtWW6yrV211fad/f6QZ9hVscr2Qfd16QJLuzPnzJxz5p7nPM992669FiFDLqFhMcyjRx/lRy/9iKfPeRqrbmTSjBfXXsyfd/2ZQ75DPLPnGa6YekWaW/rxgFarpbi4mOJjuwmSIorH46GtrY2Ghga5YDBedk5Jz7hcgdJIpdL6I2GwgkSDwUBpaakcQI1f3z0ej6zZLAU9pIizEhw2EyTgJk2ahMVi4YMPPmDx4sXY7XbWrFnDZz/7WZxOJ9dddx2gHJIcDAbZs2cP+/fv54ILLqCuro7PfOYzfPazn5W1iW0226hz2tIRoRS692N+cimRKecRWP6zjChaJJz/WHVqUiS519f3P2o1QpqctkaD8Uhy6hAOhxNIcU9PjxxpKCkpYdq0aSM2ikj2nmhKSjAsWkjgrbVEjxwh8M4GjEsWJ3XMkUKr0nI4cpjOaCfNPc3MLZg74u9dN+M6fvzBj/lj4x+5uPZiLFpLmls7OJQwJ4bqQ387YFEUZckst9tNU1MTsVgsIdKcDlezkUJJRExJfYHhZV7zFSMpSIxXooGBbqY7d+6kt7dX1mwuLy+XCXa+ISG8cvLJJ3PzzTfLN37evHmccsopXHrppVx55ZVpsxDNFNxuN2+//TZvv/0277zzDps2bUKv1xOJRDjxxBP5yle+wsKFCzGbzUmdJx3kS/fuAwiRAELv4YwTZAnJ9kuypBZyxFVLSSQZ0kduhI496N57GCEaJnDer4CPLFOlH2lBtNvtVFRU4HA40pOTP0KYL72UwFtrAeh97rmMkWRBECjVlPaR5O6Rk2SAFVUr+FPjn2jpaeEvu/7C9TOvT2NLh0cuzNFkMJL2q1SqAQYN8bJze/fuJRKJYLfbE2TnxmpdPloobX3K9zEVD6X1R8JYpO0EQcBisWCxWBI0myVb7XxWzEiY6VarlQsuuED+90UXXaQI62kJTz75JE888QQLFy7k2muv5fHHH6e5uZkvf/nL3HXXXSm7iak2qRA6W9DW/w2A4OmZzUVOaEfSkeQ+kqxK8iUkVcjXSTsY0tqXGOjq/4qo0tJQdR0dPT65kMPhcFBbW5uyrbVU9cNw6qmoS0qIHj5M4J13iLQdRlOaGZfQEm0JDcEGWnpaRvU9taDmplk38d+j/+WTEz+ZnsaN47iQ6k1sNhs1NTVyhCzeGTAYDMpWwNJPOreVlbJOKY1UKq0/ElIlbafT6SguLqaoqCivX/aGfV0QRXFMHfzJT37CySefjNVqpbi4mEsuuYSdO3cmfCYQCLBq1SoKCgqwWCxcdtllHD58OOEzra2tnH/++ZhMJoqLi/nmN785wPzjzTff5IQTTkCv1zN58mR+97vfDdqmr3/962zfvp3f/OY3fPGLX2Tq1Kkp10mG1Ock6zfcjxCLEqk9E7Eis5JW8UhZJDlHSDIoL1KTquN4vV72799PfX0967cfJKCxoxLD2Ht3M2XKFBYvXswnPvEJpk6dSnFxcUpJQir6IajVmC++uO8foojvxReSPuZIUabtM11p7m4e9XfPKD+Dr837Gi5DdmoPlIJUzQUpQlZZWcncuXNZunQpS5Ysobq6mkgkQmNjI6tXr2b9+vVs27aNQ4cOEQgEUnJuUBYRU9JaC8q6N/FQar/GimH3jMaac/PWW2+xatUqTj75ZCKRCP/zP//D8uXL2b59u5zO8LWvfY2XXnqJv//979jtdm655RY++clP8vbbbwN9yeHnn38+paWlvPPOOxw6dIgvfOELaLVa7r77bgCam5s5//zzufnmm3nqqad44403uP766ykrK5MLDSUMduOHU7cYC1IZSVa5m9DseBY45q6XRSRDkmORCLFjD49ciSSP21L3QSpYjU+fEEVRLsKoqKhA5T4dmv5NNQcJHZMKynWYLrqQ7t/+FkSR3udfwHrttQgZMEMq0fRFrMdCkvtjJPbW4xgc6XrQ99eZDQaDcqRZMmcwGo0JxYAjzcdXMnLRoS4ZKJVMKu0+JYu0JVa98sorCf/+3e9+R3FxMR988AFLliyhq6uLxx9/nKeffpqzzjoL6EuHmDFjBu+++y6nnnoqr776Ktu3b+f111+npKSE+fPn86Mf/Yhvfetb3HXXXeh0Oh577DFqa2v5xS9+AcCMGTNYv34999133wCSPBhSYSbSH6nMddVtuA8hJhKetGJMKgOpRFIk2ef76Dg5QpJBOdGN0dybaDRKd3d3gta3IAgyKa6urh5Q4S9WnAxN/0Z16L/p6gKQWmKjKSnBsHAhgXXr+tIu3n0X48KFKTv+UJBI8tHAUbxh75gK8Fq6W7h/6/24DC7uPOnOVDdR8cjkvNbr9QmV/+FwWM7F3L9/P9u2bUOn0yUUA1oslhEXsSqFiCllrZWgpHsTj1Q7Ceb7fU8gyZLrVbKFa4NBcqKTqiE/+OADwuEwy5Ytkz8zffp0qqqq2LBhA6eeeiobNmxgzpw5lJR8lEu4YsUKvvSlL7Ft2zYWLFjAhg0bEo4hfea2224bUbvSEUlOWbpFoAt16zoAQgu/nvzxkkQyJFnKRwZQmU2palJS+LgU7kmyV/FybFqtFofDQWFhIZMnTx5W1jBafiIA6oPvQywGaXw4pPKemC+9hMC6vjnU+9xzGSHJRpWRKfYpWLQWekI9YyLJ/qif9468h4DAZyd/lmmOaWloqbKRLQKj1WopKiqiqKgI+Eguy+PxcOTIERobG1GpVLIc4lAas9I8UBIRU1JflKpuEYvFUGdgxy1fkECSt2/fzgUXXMD/+3//j+XLl1NUVJQSwiyKIrfddhsLFy5k9uzZALS1tckSUfEoKSmhra1N/kw8QZb+Lv3teJ/p7u7G7/cPW2Gf05Fkg53e695G0/IWYtHM5I+XJJIh/7E4kpwrkWQlLdjxfQmFQgPk2AwGAw6Hg7KyMmbMmDFqtySxeDYxtQ6V34PQ2ULMWZuObqQchtNOQ11c3CcFt/7tjDnw/f7s3yf1/RnOGZwz4Rxe2/8aj9Q/wgOLHkhRy4aHkl4ccwH95bJEUaS7u1tO0dizZw+iKMr6spKChtIImNIir0rrjwRRFDOm3pIPSLgSpaWlLF26lB/84Ad84xvfYPny5Xz605/mlFNOoaCgAKt1ZML4/bFq1aq+AqD161PS6FQiHSRZpVKlrnBPbyUy7YLhP5cBJBdJ/ijdIldykpUSSQ4EArLxzcaNG+nt7cVsNstOdg6HI3n5Ro0esWQuBDoRfO60keRUP3QEjQbTxRfR85vfQjRK74svYjum957ruGnWTaw5sIZNRzax8fBGTik5JdtNyhvk8ryWosiSMoxUKNvR0YHH42Hfvn2EQiHsdjsAHo+HoqIitNrRW57nEpRGKpXWHwnpyEnO5+uUQJILCgp48sknAXj00UdZtWoVO3bsIBKJcMEFF3DGGWcwc+ZMqqurRzxhb7nlFv71r3+xdu1aWT8P+gi5pKMXH00+fPiwnNtVWlrKe++9l3A8Sf0i/jP9FTEOHz6MzWYbkU6rTqcjGo0iimLKthhSQb5UbZsRS+aldVt7tEgqJzkHI8mQ2w/TwRCLxfD7/QlFdoFAAIPBgCAITJw4EbvdnhZJKt9n/gYZKCJL9T0xX3QRPY8/8VEB3zXXZKSAD/oc+LSqsZGbcnM5l026jL82/ZVH6h/h5OKTUQnKii6mE/nyYBYEAavVitVqpaqqSp7jbrebzs5Odu3axdatWwfIzo3W5CrbUBqpVFp/JKQ6J1lCvl6rIVfc0tJSysvL2bZtGw899BBer5fvfOc7fPWrX+WXv/wlcPyHWSwW45ZbbuG5555j9erV1NYmRp5OPPFEtFotb7zxhvy7nTt30traymmnnQbAaaedRl1dHUeOHJE/89prr2Gz2Zg5c6b8mfhjSJ+RjjEcJDKRShm4ZEmy6uh2zE9dgOnpCyESTFm7kkVykWSv/P8qU26Q5HyIJEvmBvv27aO+vp63336bjRs3cujQIfR6PdOmTWPJkiVMnDgRg8FAUVFR+jRb81RlQVNaiuH0vvUgeugQwY3vDfONsUN6ELR0t/DJVz7JZ/7zmaSOd820a7BoLezq2sV/9v0nFU0cMfL1oZbvEAQBk8kkq2ecdtppLF26VI46NzU1sWbNGtatW0d9fT0HDx7E7/dnudXHhxLzq5VKksfVLRIxZOKJRqOR9R7POecczjnnHHbs2MFtt93Gww8/zLe+9a3jDpJVq1bx9NNP8/zzz2O1WuUcYrvdjtFoxG63c91113H77bfjcrmw2WzceuutnHbaaZx66qkALF++nJkzZ3LVVVdx77330tbWxne/+11WrVolv0XffPPNPPTQQ9xxxx1ce+21rF69mr/97W+89NJLI7oA8SQ5VQ5hyUqL6TY+DIBoq8yau95gSCqSHPiI7AuG3OhTLpJkURTp6emRo8RdXV3EYjFZeWLChAlYrdYBux4Z7Yt4TKdclfq8tXQ9dMyXXEpgfZ+0pPe552TSnC64DC7afH1rXm+4F7N2bC+Gdr2dK6deyWPbHuPfe//NuVXnprKZioUSCEw8sTQYDJSVlVFW1qfBLe3Cejwe9u7dS11dHXq9PkF2brhi3ExCqSRZiWRSCXMnlRjyKWexWAiHw/j9flavXs1LL73Ehg0bcDqd3HfffcDxNZQfffRRAJYuXZrw+yeffJJrrrkGgPvuuw+VSsVll11GMBhkxYoVPPLII/Jn1Wo1//rXv/jSl77Eaaedhtls5uqrr+aHP/yh/Jna2lpeeuklvva1r/HAAw8wYcIEfvvb345I/g2Q00b6G5Qkg2QK3ISOZjSNLwIQOuWWlLUpFUiKJIfiSLJunCRLkCrf4+XY1Go1drsdp9NJbW0tFotl2MU4U4ua4eWvoNn1b/yXPEm0elFazpGOe2JYeDqqoiLEo0f7JOHa21GnUe/ZprNRaCikPdBOc08zs12zx3ysz07+LDadjQuqc6M2YRzZh+RmVnysCDUSiciycwcPHmTHjh1oNJoE2Tmr1Zo18qNEkiyKYt7niQ+GdKRb5PN9H0CSJRm4o0eP0tPTwwUXXEBdXR2f+tSnePLJJ5k/f/6IDjySB53BYODhhx/m4YcfHvIz1dXVvPzyy8c9ztKlS/nwww9H1K7+yLV0C92mRxFiIpHasxCLZ6WsTalAciT5o+JIQZcbC0s2Jm44HB6gPCGpvBQXFzNlypQxR4AyQvjFKELEj/rQB2kjyemAoNEcy01+vK+A74UXsF17bVrPWWurpT3QTkt3S1IkWa/Wc0ntJalr2DjyAqMhlhqNhsLCQgqPvfiJoijLzrW3t7Nr1y4EQUiQnbPb7RmLhGY7GJEOKDXiqtQI+ViRQJKj0SiPPvooL7zwAhs3bmTJkiVcccUVfPGLX5QHQzQaRRAExVxEiSSnUuFirOkWQs8htNv+DkDolFtT1p5UIanIa/ijl5CPUyQ5GAwmkGKv14vRaJSd7CTliWQX20wt1tHyE9DufB71wQ/Scvx03hPzxRfR88QTEIvR+8KLfQV8aVjHpPbXWGvYdGQTzT3JO+9JCIthdnTs4KSy7NnT5wOUQGCSib6qVCo5igwfpXHFOwNGo9EBsnPplv7K93sSDyWMscGQrsK9fEXCjAiFQtxxxx1cf/31/PKXv5Q1jeOhNJFpQRDQaDQpJcljTbfQffBrBDFMZMIpRCtOTll7UoVURZLJkUgypDbCEYvFCAQCCfnEPp8Pi8WCw+GgpqYGu92etqr0TERrouV95Ex96AOIiZBHaguasjL0n/gEwY0biR44QOjDzehPPCFt56u19hUrp8KeGqAj2MFNb97EYf9hnjnvGcot5Sk5bn8oMer3cYdKpcJut2O326mpqSEWi9Hb24vH46Gjo4MDBw4QDAZlBQ0p2pyqdAIlplsolSSPR5ITkUCSjUYjbrcbo9FILBZLSEEQRVEe6BIBTIczXzaQaq3kMZHJmIj6wCYAQp/IrVxkCckUJMbiI8na3FBJSDZqKaUmxcuxhUIhrFYrDoeDyZMnY7fbM5K3lqnFWiyaSUxjQAh0ofLsQSyYnJHzpgrmiy4kuHEjAL0vvpBekmxLLUl26ByUmErY37ufR+se5Uen/Sglx1UilED000ksBUHAYrFgsVioqqoCwO/3y6R5586d9Pb2YrFYEooBx6q3Pk6S8wfjOcmJGLC38utf/xpRFAkGg4RCISKRCJFIBI1GQ29vL6FQiFAohCiK/OY3v8lGm1MKQRDQarUpzUkeE5kUVPg+/wLqveuJVi9OWVtSiaQiycH4dIvciCSPtj+iKOL1euUocWdnJ9FoFJvNJrvZ2e32rOy2ZKwIUa0lWjIPzYGNqA6+n3KSnO5+GM84A8FqJdbTg/+N1Yjf+AYqy+hto0eCWlsts12zqbXVIsbEpDWOBUFg1exVXLvmWl7Z+wpXTL+C6c7pKWrt4OfLZ+R7+zNNLI1GIxUVFVRUVAB9qWLxroA9PT2YTKaEYsCROneOk+T8wXgkOREDSPJPfvITjhw5gtFoxGazodFo5DfMGTNmYLPZ0Ol0irItTEckeUzqFoKKaM2SlLUj1UiKJOdoTvLxINnHxqdPCIIgy7FVVVVhtVpzZkHJVPQsWn4imgMbUR/6gMicyzNyzlRB0OsxrVhB7z/+QSwQwP/665gvuSQt57LpbPx66a9TeszpzumcU3kOr+17jQc3P8jDZw5d9DyOcSQDvV5PaWmpbNwVDodl2bn9+/ezbds2dDpdQnqGxWIZdF0dJ8n5g/Gc5EQMYLq//e1v+dWvfsVDDz3E1KlTgT4Hu1tvvZVLLrmEz3/+8xlvZLqh0+mymm6hOlyH6JoM2tToNKcLSUX54nOStbnxgtW/P5FIRJZh6+zspLu7G7VajcPhoKCggEmTJg35EMg2MtmmaNVCIu0NiKULMnbOVMJ80YX0/uMfAPS+8GJKSXIm7sPNs25mzYE1bDy8kXcPvcupZaem/Zz5hvF0i9RDq9VSVFREUVER0FfEL8nOHT58mIaGBtRq9QDZufid1VzpSyqgVJKs1H6NFQPYype//GWeeeYZpk6dSjQaJRaLUVJSIhfyXXjhhVgsFqLRqGKiyRqNJuUScCOOJEcCGJ+7GsQI/k//BbFoZsrakWokFUkWox8dJ0eKP6VUol27dsnKE3q9HofDQWlpKdOmTcNkMuXNgpGxSHLNGfhrzkjLsTORNqKdPh3tlMmEdzURqqsj3NyMtp8jaCoRiobwhr24DK6UHK/cXM5npnyGp3c+za+2/IpPlH5i3K56EOTLvB0KuU701Wo1BQUFFBQUAB/tvHV0dODxeNi9ezexWAyHw4HlWEpTNBpVTPG/KIo5s4uYSoynWyRiAMvt7u7m8OHDQKKSRVNTE5FIBEEQZEUIJUAQBHQ6XUrNRFQq1Ygj09ptf0fVewTRWt4XTc5hJGOSQjTue1laJIPBYEKRXW9vL4IgEI1GqayslOXY8hH5TggyCUEQMF14EV2//CUAvS++iOMrX0nLuV7d9yo/3PRDTik5hV8s/EXKjnvtzGt5Yc8LOPVOukPdOPSOlB1bCch1gjlS5NO8VqlUOBwOHA6HbKHt9XrxeDwcPXoUgNdffz1Bds7pdOYtl1BqxDXV5D/f5+KA0XnppZfyjW98A4B58+YRiURobGzka1/7GpdeeqkiHWZSXbg34miYGEG3qc+ZMHTSTaDODdWHoZBUlC+eXGfgLTUWi+H3+xNIcSAQkJUnamtrEQSBxsZGpk9PX/FTJpHpxUjwtiEEexALpmT0vKmA6dyVdP3qVxCJ4HvpZexf/jJCGh7WxcZiRMSUaiUDOPQO/rLyL5SaS1N6XMj/h5qEfCcw+U7CBEHAarVitVopKCjgnXfeYeHChXKkefv27fj9/gGyc5J3Qa4j3+/PUEhHv/L5Og14Kjz88MPccMMNfOpTn0Kr1aJWqwmFQqxYsYL77rsvbRqv2US2JOA0O19A1dWKaHQRnpP7ud4pS7dQpT6SLOl+xpPicDgsK09MmzYNu92eELXo6upSFCHIZF809X/D+J/biVQvwf+pp1N23Ez1Q+1wYDxjSZ/ChcdD4O13MJ6RmqLZ+PZLWsltvjZ8ER8mjSkl5wDSQpDHkTtQytoEHxEvs9mM2WxmwoQJAAQCAVl2bteuXXi9Xsxmc4LsnNGYm7U6SiXJ44V7iRhAkk0mE0899RT3338/jY2NiKLI1KlTKSkpyUb7MoJUk+QRScDFRHQb+yrTwyfekPNFe5AkgUlIt0g+kiw5SMXLscViMZkUV1RUYLPZjpv/pqSFINN9EYtmAKBu25J3piISTBdeiP+N1UCfZnKqSHI87Ho7Lr0LT9BDS3cLM12prznoCHTw+x2/55qZ14ynXRyDUgim0tcog8FAeXk55eV9xjihUEiONLe0tLB161aMRmNCMWCu1IkolSSP5yQnYtD9xVgshl6vZ/LkybIucm9vr2LMQ/ojHeoWw+Xuqne/jtq9k5jOSmjeF1J27nQiKZIcP+nGkNccjUYHyLHF58DV1NRgsVhGNbkzHX1NNzLZF7FwOjGNHiHYhdDRQsw1MSXHzeRDx3DKKaiKihCPHiWw/m2i7e2oCwtTfp4aWw2eox5aepInyVKep8FgwGTqi0rf8fYdfHj0Q0REbl9weyqarAjkO4FREgkbaV90Oh0lJSVyUC4SiciycwcPHmTHjh1oNJqE9Ayr1ZqV66RUMjkeSU7EoCT5pZde4mc/+xlbt25FFEUKCwu5+OKLuf322+VtEiUhGznJ6rbNAITmXw0Ge8rOnU4kQyqFONm3WHj4IklpcYyXY9NqtTgcDoqKipgyZQpmsznpyawUkpzxRU2tRSyeg/rg+6jb/kskRSQZMndPBI0G8/nn0/O730E0iu/fr2C96sqUn2eidSL/PfrfMeUlS6S4o6NDfkGMxWKIooher8flcnFxycV8ePRD/rbrb3x2ymepsFQk3ebxh+Q4UomxEn6NRkNhYSGFx15eo9EoXV1ddHR0cPToURobGxEEIaEQ0G63Z4S8KpVMppr8S2IP+YoBJPm5557j2muv5cILL+SOO+7AYrGwc+dO7rrrLg4dOsSjjz6Kw+HIQlPTh3SkWwwXSQ4tuoPI9IuJmYpSdt50I6nIa3xR1CBKIqFQKCGf2Ov1YjQacTgclJeXM2PGjBG7O40U45Hk5BAtnd9Hkg9tJjLzUxk9d6pguvCCPpJMn8qF5corUr6g19hqgJHZU0u59ZLTmUSKJUWAmpoabDYbKpVKjrAVegqZrJlMU6SJu9fdzXfmfQeXy5W3Si2pgBKisErog4RU9UWtVuNyuXC5+uQUpbQ7KUWjubmZaDQqzxeXy4XD4UiL7JyS7o+EWCymyH4lA5m5SLIf999/P1/60pe4++675Q+dccYZLF68mGXLlrFnzx5OOOEERV3IbBXuiYXTUnbOTCAZCbh45YBYNILf75ejxJ2dnfh8PsxmMw6Hg+rqahwOR9qLRJVEkrMxF6NlfWYi0q5IKpDpfmirqtAtmE/ow81EmpsJbduGfvbsMR9vsPbPcs5iReUK5hXMG/C3WCyGz+dLIMWiKGK322VS3D+NSJLgjI+wfe/o97jmjWvY2LWRdY3rcAQdGI1GmVB83ElzPkIpaxOkj1CqVCrsdjt2u52ampqEnZeOjg72799PKBTCZrMlFAOmQqVLSRxIghJNX5LFgEjy4cOHZae9eEyePFle0JWGTDruCR3NoNIQs1em7HyZwlhJZSwWIxL3vS0ffID34EFZjm3SpEk4HI6MywsqaSHIBuGPls4HQHV0O0SCoEnNS02m+2G+8CJCH24GwPf8C0mR5MEwzTmN75/8feAjUiw5lXV0dBCNRmVSPFar81lFszi35lxebnmZ1eJqHjrroQEFUJJqgPSjRKUiCUohmEpZozJFKONl56qqqmQpUGmuNTQ04PP5sFqtCXnNY5kLSibJSsy1HisGkOQTTjiBl156icWLF1NbW0sgEEClUvHII49QWFiI0+nMRjvTilTnJB9P3UK/9sdodr9OcNlPCM/Nfdm3eIyUiElv8/HpE472dqSRU1NZifO007IuIq+kSHI2ELNXETrpZqLFM4H8vY7Gs8+i8+c/J+bz4XvtNRxfvx0hiahr/JiKf0hLxDgSicjasBMmTJDTJ5LFl+Z8iddbX+eDIx+w8ehGFpUvori4GIBwOExHRwdut5s9e/awZcsWLBZLAmnOF33akSLfCYySSFi2+iIIAiaTCZPJREVFX65+IBCQU5V2795NT08PJpNpgOzccO1V0v2RIO0Uj5uJfASZpUgX5Tvf+Q6f+cxnuOiiizjnnHMwm800Njby6quvcueddzJtWl+KgJIGR6od94ZKS1C5G9E2/YcYAtGKk1N2vkxhKFIp2ZHGF9oBOBwO7HY7lZWVsHkL3rXrALAajVknyBLyfQJLyArhFwSCZ3w3xYfM/LqiMpkwnnUWvn/9i1hvL/616zAtP2fMxxNFkYMHD8rEOBQKYbFZCBqDlEwuYWLRxLTkSJaZy7hi+hX0hnsHqGhotVqKi4tl0ixJbbndbpqamvB6vVgsFgoKCjCZTIqZF/kMJd2DXOqLwWCgtLSU0tI+nXHpBbKjo4PW1lbq6+vR6/UJsnODFYkrUd1iPN1iIAYwlVmzZvHmm2/yyCOP8NprrxEMBpkwYQLPPvssZ599djbamHZkSt1C+8FvAIhMXp6XLmVShFyqMJaixN3d3ajVahwOBy6Xi4kTJ2KxWBImWld8KkUKX0iSgdQ+pUQEculBlAyy0Q/T+efh+9e/APC99NKoSHIgEJAfsh6Ph1AoxKFDh3A6nZSVlWG327l3y7282PAi106/liml6Zv7q+auGtHn+ktthUIhPB4PHo+HvXv3AvD222/jcrkoKChIWR5npqCUuaCEdQlye43t/wIZiUTo6urC4/HQ1tZGQ0MDarV6gOycEtUtpOCe0vqVDAYN5xUVFfH973+f73//+wm/P3DgAA6HQ3F6yamOJA+WbiH43Gi3PwtA+MSbUnauTCAcDtPV1YXb7cbr9bJ27Vp0Oh0Oh4OSkhKmTZs2rMB7QuHeOElOObLW/mgI9aEPUXmaCM+9IjttSAH0J5yAurSUaFsbgXffPa5mcjAYlElxR0cHwWBQznGsrKxk//79nHjiiQnfqbZUA7C3Z2/a+xIPMSaiGoHRi06nk6Nrvb29rFu3jokTJ+LxeNi5cye9vb1y8ZNEmnNlN2go5PucVsK6JCGf+qLRaCgoKKCgoADoI46S7Jy08yLJMO7fv5/S0lLsdntadocyjXREkvPlvg+FYVe5np4e2tvbee+993j00Ue56667WLp0aV4N+uGQjkhy/3QL7ZY/IkSDREvm5XyqRTAYTMgn7u3txWQyodFoMBqNzJ49e/RWocNIwGUD8SRZCchKP0K9mP56GQDhqeeDwZHU4bKVJy6oVJjOO5eeJ54EUcT3n/9gvaKP9EukWMopDgQCctFpf7vzjo6OQdfFausxkuzNDElu6mzigc0PsKBoAdfOunbU3xcEgbKyMsrKyoCP7IM9Hg87duzA7/fLpFmKruU6aR5HdpGvfEGlUsmpF9C3zvb09LBhwwZ6e3vZvHkzkUhELr6VZOfycT5I0fFU36t8vfcwBEmORqP4fD42b97M888/z4svvkhnZyeLFi2S7SPzudP9kfZ0i0gQ7ebfAxA68XrIoWsXi8XkQgbpx+/3Y7FYcDgc1NbW4nA40Ol07N+/H4/HM3qCTH8zkdQpiSQDJY3hrPXF6ER01KDqbEHdtoVozRlJHzJbLy2mc8/rI8lA1/MvcPCkk+jo6JCr4R0OB1OmTBnTA1Aiya09rURjUdRCeqNOTZ1NbGjbwNb2rVwy6RJcBteovt9/PPW3D/b7/TJp3r59O4FAALvdnkCasxlZU8KLr5ICUUrqiyAI2Gw2BEFg5syZmEymBG3z+vp6eXcpvhgwHwpjlZhnnSwGrPSHDh3iueee489//jNbt25lzpw5fOMb3+Cqq65SrM6mTqfD6/Wm7Hj90y1UR7cjhH2IllIiUy9I2XnGAsmsIJ4Uh8NhbDYbdrudKVOmYLfbB80/TMpxLyGSHB1r81OK8UhyahAtnX+MJG9OCUnONCQjm45gAG1NDbqWFmhuRr1vH5PmzUuJPGGZuQydSkdIDNHma6PCnLwr3vGwvHo5f9r5Jxo6Gvjttt9yx4l3pPT4RqORiooKWTHA5/PJpFkiCVKNQjoNHY6HfCdlSlmXQFkkWYLUJ0EQsFgsWCyWviJ1kBVtPB4PjY2N9Pb2YrFYEooBc5FPpfo+SeYk+YwBZiL/7//9P/7whz9www038PjjjydoJkciEdRqteIGu1arTau6hVi2AO9Nm1B5doM6s8UvoigOkGOTzAocDgcVFRXYbLYRPcCSMRMhB3OSJeT7JIbs5ldHyxagbfgn6kObkz5WJtoeDocTdIp7e3sxm804nU5M551L5JFHASisq8exbNmojj1U+9WCmkpLJbu7d9PS3ZJ2kqwSVNw2/zZuXnMzzzQ9w+VTL6fKWpW280kyWxMmTJBl7zweD263m/379xMOh7Hb7RQUFMikeTxiNTyU8qxVGkmWyN9QY9hoNGI0GuWdl/g6Bkm33Gg0JhQDDlfXkwkosRgxWQyIJM+dOxej0cj69etRqVSce+65zJkzh8LCQqxWazbamHZkxExEb0M85lCWTkSjUVmOTVKeEARBJsXV1dVjMiuA1EWSc4UkKymSnM2FTTYVafsQYrGk04lSfT8ikUgCKfZ6vZhMJpxOZ0I6EYBYUsLBX/8GIhF8r7yC/dZbEndBkmh/jbWG3d272evdy0IWJt2v4XBSyUksLFvI24fe5uGtD3PPwntG9L1kr3+8Nq1EmqVIs9vtprW1lUgkgsPhkEmz3W4f12btByURSyX1BUZf4KbX6xNk5yKRiLweHThwgG3btqHT6RIizf0VojKB8XSLgRigk3z77bdz00038cILL/CHP/yBq666irKyMs466yyWLl3KWWedJVuhKgWptqWOT7dQte9ELJiatjxkSa4mnhRrtVocDgdFRUVMmTJlUI3HsSCpoqp4opFjOclKeKBKyMbDSCyeRUylReVrR+g5QMw2IaPn7w+JFEvEWDILkF4Sj5cfqLLbMS5ejH/NGkSPh8DG9zAuPD0l7TpzwpnU2GqYXzA/JccbCW6ddysb2jbwxr43qGuvY07hnIydW4IgCJjNZsxmM5WVlXLKV7zkXDQaldMzCgoKUmKwku+kbHxdyl0kqwKh0WgoKiqiqKgIQJZV7ejo4MiRIzQ2NqJSqeQ54XQ6U2Y6dDyMR5IHYtAQidls5nOf+xyf+9zn8Pl8/P3vf+evf/0rl19+Offffz9f+cpXiEajipA8gfQV7gkdezD9fhli6Vx8n30GNMnnIIVCoQRS3NPTg8FgwOFwUFZWxowZM0bkFjQWJBVJjsvpzLVIshKQ1b5oDIhFM1Ef3oL60GYiSZDksfRDelGUFCji50RlZeWobWdN55+Hf80aAHwvv5wyknxWxVmQ3iyLAZjsmMwFNRfwQvML/HXXX7NCkvsjPodTsg72er0yaW5paUEURTmiVlBQMOrdL6UQTKWsUeMk+fhQq9Vy/v6kSZMQRZGenh48Hg8dHR3s2bMHURRxOBxytDkdef7piCTn+30fdh/RZDJx9dVXc/XVV3PgwAECgQCAYggypMdxLxaLofvgcQRixExFYybI/ZUnfD4fZrNZJgAOhyNjBQApiyRHc4skK+WBCtnrS3DJ/xDTGBCLZyV9rOH6EB91kXZPJIesiooKnE5nUnPCcPrpqOx2xK4u/G+9hej1orJYxny8bOPmOTcz1TmVyyZdNuLvZPLBJggCVqsVq9VKdXW1TJrdbjcej4c9e/YAyKTZ5XLJ6gLDHTefoSRiqaQ1FtLvTKdSqbDb7djtdmpra+U5IRUD7tu3j1AoNEB2LtkC43RFkvN5HA9Jkj0eD1u2bOHIkSMUFxdTUVGRUMSnJKQ6kqxSqdBGetHu+BsAoROuH9H3pIKXeFIcr8k6adIk7HZ71qRkkookq3MvJxmyp8ubamR7EYpWpS/HVsqzl3L4uru75fy98vJyZs6cOSZZwqEgaLUYVyyn929/h2AQ/+uvY77kkpQc+1DvIZp7mplXMA+zNjOmTMWmYi6fenlGzpUKxJPmmpoaWZdWIs27d+8GkAmzy+XCarVmfQ6MY2goifBD5u2b4+eEtPsiFcd2dHSwY8cOWaoyXnZuNDtoMJ6TPBgSSLI0kNevX8+qVavYtm2bXMU5f/58vvGNb/D5z38+W21NG9JRuFftfhMh4idaNGNIAiG9HUqEuKuri0gkMqRRQbaRskhyDpFkUEaUQylRcWmMxZt3dHd3o9FoZJvnmTNnYjAY0vqAMp9/fh9JBnpffjllJPnWdbdy0HeQR5Y8wvzC+Sk55mgQESPs7dnLJPukjJ97rJB0aW02mxxV6+7uxuPx0N7ezq5du1CpVAmkecwqPDkEpRFLJfVFGl/ZIpT9i2Ohb9dZCiQ0NTXh9Xpl1R6JOA8XTBjPSR6IBPYlCAJNTU185zvfoba2ljVr1vD973+fQCDApZdeyre+9S0sFgsXXXSRLBmnBKS6cE+IRak9+hpwLIp8bNBJeUbxpDgWi8nKE5WVlVit1pxNZUkuJzkukhzKjcI9UE4kWUI2+6JpeAH1/g2EF1yHWDB5xN8TRVGOFB86dEh2d5Nsz6dPn562PPuhoJ0xA01tLZHmZkIfbiay/wCaCcMnFA/XxmprNQd9B2npack4Sd7Xs4+vrv0q3pCX5y54LmOR7FRDUuuRtqKl8ePxeOSip2g0yq5duygtLcXlcqWseDmTUNq6lG/X/3jIxXtjMBgSXDIl/XepOLaurg69Xp8Qae4/L5R2n1IBmblIF2fdunVEIhEeeeQRXC4XgiDg8/k477zzeOGFF3juuee46KKLcnKQjBWpjiTrmldjCnsQDU6OFC+hc88eOXdSrVbLeUS1tbVYLJa8edlIhlCqzB89kEVfb6qalDSUQpJzYWHT1j2NpnU9YvGc45Jk6WVRinp0dXWhVqvlRdtisTBnzpys9kkQBEznnUf3ww8D4Pv3v7HdMLK0qeOh2lrNhsMb2NuTGXvqeJSaSonFYniCHv7U8CdumnNTxtuQDkgqAA6Hg4kTJyKKImvWrMFsNnP48GEaGhrQaDRylLmgoCAnNGlHgnxo40igNPIVbySSq9DpdBQXF1NcXAwkSmEePHiQHTt2yDt00o+Sgp+pwoB9fK/XSywWk0WwjUajnK9rMpk4cuQIkJtvUmNFqkhyOBymq6sL++a/YQZ22xeye9ceOSI2bdq0vFmcB0NSkWTzR4VPsRS6GyaLfL0XQyGb8zJaMhdN63pUh7cCH6VlSYY28aRYIjb9ZQpbWlrw+Xw5cV9M566k+5FHIBaj9+WXsV5/XdLtkuyps0GStWotq+at4ttvf5s/7fwTl02+jEKjsuQ8oY80C4LAhAkTsNvtiKIoR9Ta2tpoaGhAq9UmkOZM71SMBEoilkrqC+RnfzQaDYWFhbKEryiKdHV1JaQtxWIx1Go1u3fvTot+eT5iAEl2OBxAH1m2WCxotVoCgQAHDx5k27ZtnHnmmUD2cnHSAY1GMyaSHAwGE+TYvF4vRqMRx5xvIOrmUHnSeZw+YXreTaah0N9ue1TftcRFkr3jkeRUIxfGmFg6FwD14S0JkeLOzk4EQZDNIyZPnnzc7e9cuR+akhL0J59M8L33iO7fT2jrVvTz5g37veO1v8ZaA2SHJAOcPeFsZhfMpt5dz6/rf83/nPw/Az6TK9c/VYjPV4a+QlCJNB88eJDt27fL29DSj8lkynKrlXUf8pFUHg9K6I9KpZIjyNDXp127dnH48GG6u7vZu3cvkUgEu90up2g4HI6cqZHKFOTeSjd84sSJuFwu3nvvPc466yzsdjvr1q3jc5/7HCaTiZtu6tuiUxJJ1ul0w6pbxGKxAXJsfr8fi8WCw+GgpqYGu90uV5O+eaSd2oLqvJ9I8UgqkhwnoRXrzR2SDMp7GGXjnF6vl16xmCmAcGQ7m9/fiM1VhNPpZOLEiVlxj0oFTOefR/C994A+zeSRkOTjQYokt/naCEQCGFKgnT4aCILAV+d9lRtW38Dze57nc1M/R629NqNtyASONw/UajUFBQUUFBQAH5FmyUJ727Zt6PV62Q3Q5XKlVD1lNMjHOTMYlEAq46G0/kDfWNPr9ZhMJhYsWCCb/kiycwcOHCAYDGKz2RJk50aitpXP12rAK8H8+fNZtWqVrLc3e/ZsFi9ezIUXXshVV12VtcUinZB0kuMHvmSlGk+KQ6GQrDwxZcoU7HZ7oi5hNNT3o9YpJkIZj6RIsl4PajVEo4g5lm6hhPuUyUUofvGUctxisRgOu51anR1NqIslM4qIlY6eUObaYmpcupROg4FYIID/jTdwfOMbCcY4o4VD78Cus9MV6qLV28pUR+ZlNRcUL+CMijN468BbPLT1IX6x+BcZb0MmMNKx1J80S7mbkoV2fX09BoMhgTRnQpteSURMCWtsPJR0b+IRLwEXb/pTWVkJkCA7t3PnTnp7e7FYLAnFgJnybcgUBpBks9nMueeeK//73HPPTfi3EqHT6QgGg7z99tu8+eabVFRUMHnyZKLRKDabTXazs9vtx1We0G5/Bt3bPyN0ylcQhImKkCGKR1IkWRBQWSyIXV05R5KVgHRKwEkvjPHpE5KNsMPhoKqq6iNHtKb5sPctNIfrCI+BJEvnyxWoTCYMZyzB/59XEbu6CbyzAeMZS5I65k0zb8KgMVBiLElRK0ePW+fdyvqD6wlEAoNGtJUyL8aC/rmbkUhEjqa1tLSwdetWTCaTnM/scrlGrUf7cYPSSKVS9YSHu09Go5GKigoqKvqUfoLBoPxc2LNnDz09PZhMpoRiwHwnzSNKLpG085Q0yAOBAJs2bWLdunW88MILHDp0iE9/+tPMmTOHq666irlz547OCjUWQ7v596h6j0DEr5gIZTyS7ZNgsUBXV84V7inpZSYVY04Sqo8nxVJumtPpTCTF/RAtnYtm71uoOpvHdO5cXGNMK1fi/8+rAPj+85+kSfIlEy9JQauSQ42thr+s/IsiUy0gtaRMo9FQVFREUVER0FegLZHm5uZmtmzZgtlsTiDNqTB8UhKxVFJfQLl6wqNVt9Dr9ZSWllJaWgr0zQ0p319KXZoxYwaTJ49cEjTXMCKSrKQ3pjfffJPvf//7bNy4EbvdzpIlS1i0aBHbtm1j7969Y7Z1VLV9iPpIPTG1nvDsy1H9d/s4Se4HlcVCFBCPKajkwiKTC21IFcbal3inR4kYRyIROfdswoQJ2Gy2Ea0D4ROuI3zC9cRMBWNqSy7CcOqpqBwOxM5OAmvXIvb2JkgaxiOfxpNSCXK6odVqE6S1QqGQTJp3797N5s2b5S1o6WcspDlX1shUQEl9AeX1R0Ky5F+r1Q54ocx3HjRq9jvaDq9du5YLL7yQ8vJyBEHgn//8Z8Lfr7nmGjlKLf2sXLky4TMej4crrrhCTn247rrr8PaLRm7dupXFixdjMBiorKzk3nvvHbQ9xcXFXHXVVWzdupW2tjb+/ve/c9VVVwEkVbWp2/wHACLTLwKjU3ERSkgNSQYgGoVgMEWtSg5Ki/iPtC9+v1+u7H/nnXfYuHEjhw4dwmg0MmvWLBYvXswJJ5xAbW0tDodjxC/KMVNh0gQ51+6HoNFgXLYMgFgwiP/NN5M6XiAS4L3D7/FK6yspaF3y6Ax28pv63xARc8sJMxlkcgzpdDpKSkqYMWMGCxcu5KyzzpIjZ01NTaxevZq3336bHTt2cPjw4ZRq8ucTlEQqlUqSU90vtVqd92oYI2p9JBJBEATUavWoL2Bvby/z5s3j2muv5ZOf/OSgn1m5ciVPPvmk/O/++V1XXHEFhw4d4rXXXiMcDvPFL36RG2+8kaeffhqA7u5uli9fzrJly3jssceoq6vj2muvxeFwcOONNyYca+bMmcycOTPhd0nrJPs70Ox8EYDQvD7CrTTyBR/1aawTSYiXgevpQZ0juUpKuU/HuyfxlqWdnZ1ylbLD4WDGjBnD5ttnCrn64DGtXEnvP/4BgO+VVzCff/6Yj+UJerjt7dvQqrScU3kOaiF7112MiXzxtS+yz7sPp97Jp6Z8KmttSTWyNZZ0Ol3CFrSUt+l2u2lsbKS3txebzSZHmZ1O56A7mEoiYkrqCyivPxKUmmudDI5Lkvfu3cu6devYvXs3arWaqVOncsopp1BdXT3iE4yk8E/KaxkMO3bs4JVXXmHTpk2cdNJJADz44IOcd955/PznP6e8vJynnnqKUCjEE088gU6nY9asWWzevJlf/vKXA0jyYNBqtcNKwB33+w3PI0SDRItmIpYuAJLTFM5VxBeHjWWBUDtd8v9HOzpQH9uSySaU9DIT35f4gorOzk4CgQBWqxWn08m0adNwOBxpI8Wabf9Au+M5wtMvJjL7M2k5R6ahmzsHdXkZ0YOHCL63iWh7O+rCsRlxlJhK0Kl0hMQQh3oPMcEyIcWtHTlUgorLp17Oz/77M36z7TecV3Ne1tqiVPTP2wwGg3g8HtxuNw0NDfh8Pmw2m5zP7HQ60Wg0iiJiSuoLKK8/EtKRa53v9WyDkuRIJMITTzzBbbfdRiwWw3ws/66np4fy8nIefPBBLrjggpQ14s0336S4uBin08lZZ53Fj3/8Y1mOZ8OGDTgcDpkgAyxbtgyVSsXGjRu59NJL2bBhA0uWLEnI+1qxYgX33HMPHR0dslj2UNDpdMRiMaLR6Ji2BrT1fwUgPPuzcGwwKDXdAsYeeVW5ProPYkdHStqULPJ58sYjGAwiiiJ79uyht7cXn88nk+KpU6dit9sztu2l6mxGs/ctYpaSMZHkXHxpEQQB04oV9Dz5OxBFfK+9jvVzlw/62eHarxbUVFmraOpqYm/P3qySZIBPTvokT+98mgO9B3i68Wk+U5n/Lza5OIYk6PV6ysrKKCsrA/p2eTweDx6Ph+3btxMIBLDZbKjVakRRJBKJ5P2WtdIilErrjwTJcW8cH2HQu/yf//yHm2++mc997nO88847NDQ0sGPHDl599VVmzpzJVVddxfbt21PSgJUrV/KHP/yBN954g3vuuYe33nqLc889l2g0CkBbW5tcICFBo9Hgcrloa2uTP1NSkiinJP1b+szxIJHr4BjzZAPL7yU0/xoi0y+Vf6ekCKWEpElyXCRZ9OQOSc7H+xQKhThy5Ag7d+7k3Xff5e2335YXuMmTJ7NkyRJOPvlkJk+eTEFBQUYfstGSPum3Pnvq0SGXX1pMcbUSvleSyyeWTEVaelqSOk4qoFVr+dLcLwHwxx1/pCvUldP3YaTIlz4YDAbKy8uZPXs2Z5xxBkuWLKGqqopIJEJ3dzdvvPEG7777Lo2NjbjdbvnZmE9QWuRVyeoWSuxXMhjw5Ozu7uaBBx7gqquu4vHHH0/42xlnnMEZZ5zBueeey09+8hP++Mc/Jj34L7/8o2jMnDlzmDt3LpMmTeLNN9/k7LPPHvNxRwOJJI81L1ksmUOwZE7C75SebjEWqOMiydEOT0ralCzyhSRLslOSAoUk4u5wOJg0aRIOh4MNGzZQWVmJ1WrNalvFY3NB5W6EsB+0yjAg0k6ciHbqVMKNjYS3byfc2oq2qmpMx6q29JHkbNlT98fyquX8seGP7OzYyZ+a/sQn+ES2m/SxhaRFGwqF6OrqYurUqXKkua6ujmAwiMPhkHOa05k6lSoojSQrrT8SlBohTwYDSHIwGKS+vp577rln0C+IosjNN9/MV77ylbQ0aOLEiRQWFtLU1MTZZ59NaWkpR44cSfhMJBLB4/HIOV6lpaUcPnw44TPSv4fKdY6HVDSRyqrj8XSLgVDFpb3kSiQZcnNrVtKblIix1+vFbDbjdDplxYn+slK5smjHLKWI5mJUvUdQHdmGWHHS8F+K/34O3g8JppUr6WpsBPqiyfYR1DwMhhpbDZA7JFklqLh17q3c8tYtvND6ApMd+atrCrk9hkYKiYiZTCZMJhMTJkyQjX0k0rx//37C4fAA0pxrREcJ9yMeSibJ6chJzmcMIMkqlQqPx0NVXITE6/VSV1fHaaedhkqlory8nJ6enrQ0aP/+/bjdbjlf67TTTqOzs5MPPviAE088EYDVq1cjiiKnnHKK/JnvfOc7hMNhmfC+9tprTJs2bdh8ZPhITWO0JFmz6xU0u18lNO8qxLIFCX/LlwjlaJB0JDmhcG88khwPyQpXKrbzer2yc1FNTc2gpHgw5EJfEATEkrmo9ryO+vCWUZHkXF9QTSuW0/XggxCL4X/lP9huuGFMbZYiyS09LTnzwD2l9BROLzudIm0Rut7kzTCyjVy4pslgsHEhCAJmsxmz2UxlZaVsES+R5tbWViKRCE6nUybNdrs966Q5V8Z4qqC0/kgYrZnIxwEDSLJOp8NiseD1euXiuT179rBw4UI5MhqLxeSc3+EGitfrpampSf53c3MzmzdvlifwD37wAy677DJKS0vZvXs3d9xxB5MnT2bFihUAzJgxg5UrV3LDDTfw2GOPEQ6HueWWW7j88sspLy8H4POf/zw/+MEPuO666/jWt75FfX09DzzwAPfdd9+ILoK0VTVahQtt3dNomlcjWkoJ9SPJ4+kWA5FQuJcjkeRskeRIJEJXV1cCKTYYDDidTqqrq3E4HKO2us2lRTtaMhfNntdRH65DSaqw6uJi9CeeQPD9D4js20d4+3Z0s2bJfx/pPaiyVvE/J/yPnJucCxAEgfuX3I+3x8umTZuy3ZxxjACCIGCxWLBYLFRVVSWQZrfbTUtLC6Io4nA4ZPWMkRoDpaOtSoFSSbJS+5UMBpBkvV7PvHnzePbZZ7nyyisJBoPs378fm80GQDQa5cUXX+TUU08d0Qnef/99zjzzTPnft99+OwBXX301jz76KFu3buX3v/89nZ2dlJeXs3z5cn70ox8lEISnnnqKW265hbPPPhuVSsVll13Gr371K/nvdrudV199lVWrVnHiiSdSWFjInXfeOSL5N+ibvDqdjkhk5GL6gs+NuuUtAMIzB2qLKjXdIhlSqbLb+9Q/YjGiOaRukQmSHI1G6ezslKPFPT096PV6nE4nlZWVOJ3OUZPi/siVqDj0keSY3kZMPXoHy1zpw1AwrVxJ8P0PAPC98p8EkjxS6NV6LqhJnUJQqqASlPFyr5Q+jJawDEaavV6vHGlubm5GFEWcTmcCaU43MVJaQZhSI65Ku0+pwKCR5C984QusWrWKX/ziF7J5hBRVBti2bRt33HHHiE6wdOnS4y5Y//nPf4Y9hsvlko1DhsLcuXNZt27diNo0GEarlazZ+QJCLEq0ZB4x18QBf88lwpJKJNMvQa3us/ft6EDMoXSLdCAajcqR4s7OTrq7u9Hr9TgcDioqKnA6nRhyxEwlHYjWnol3VT0Io3uQ5MMCbTzrLDruuRfCYXyvvor9q19ByHOJrv44GDnIV976CtfMuIYTik/IdnPGhHwYS8dDKqJ6giBgtVqxWq1UV1cTi8Xo6emRSfPu3bsB5PSMgoICrFZrWq5dvt+PeCg14pqOwr18v06DruxXX301Wq1WdtlTq9VylEutVvPb3/4Wl8s12FfzEoIgoNVqR5WTrN3xHADhGZcO+vdxkjw4VE5nH0lWWLpFNBqlu7tbJsVdXV3odDqcTidlZWXMnDkTozG9Kg85NeZUY6+2z5k+DAGV1Ypx0SL8a9YgejwE338fwwh31uLR2tPKB0c/oNBQyOLyxWlo6dix0b+RdzvepSfUwxPLnsirB12uj59sQhAEbDYbNpuNmpoaYrEY3d3dMmluampCpVIlkGaLxZL0/VcaqVRafySMR5IHYsjwx+c///khv6QkgixhNJFkobMF9aH/EhNURKZfNOhnVCqV4tItIHkipnY5ieyBWCCA6PejSjNxHAnG0h9RFGVS3NHRQXd3NxqNBqfTSWlpKdOnT8doNGZ8wclJgiBGkyLNuQjTypX416wB+lQu4knySO/B+0ff5+ebf87C0oU5R5LPNp3N5vBm6tx1vHngTc6ccObwX8ox5PvDPhNETBAE7HY7drud2tpaeV3zeDy0t7eza9cuVCqVXEPkcrnGRJqVRiqV1h8J4xJwAzEoSf7www8JBoOEQiHC4TChUIhoNIpKpaKzs5PLL79ccRdyNJFkbcPzAESrFhEzFw/6mZyK6qUQyUeS4wxF3G5UE7LrNjbS/oiiSE9Pj0yKu7q6UKvVOJ1OSkpKmDZtGiaTKasLZ64t2prGl9CvvZto+QkEzntwRN/JtT4MBcPC0xEsFmJeL/41byJ+O4BqlOkzVZY+BaFWb2s6mpgU7Bo7n5/2eZ7Y/gQPb32YxeWL0aiUlVKS68gGEVOpVDgcDhwOBxMnTkQURbq6uvB4PLJ5kWTmJf2YzeZh26k0Uqm0/kgYjyQPxKCr3tKlS+nt7ZVTLgRBkG1vTSYTl112WdJFRrmG0ZDkmMGJ6JxIeNrgUWRQproFpCCSHOeeGDl8GE0OkOTBEE+KpfQJ6QFSVFTE1KlTs06K+yPXXsxiWiOqrr3ERkmucqkPQ0HQ6zGefRa+518g5vMRWLsO0/JzRnUMSdniYO9BwmIYrWr0RY7pxBemf4Fnmp6hpbuFfzX/i0smXZLtJo0I+TB+8gVS6oXT6WTSpEkJpLmtrY2Ghga0Wm1CIeBg66LS7olSSfJ4JHkgBn161dXVIQgCGo0GlUpFKBSisbGRu+++W85XVhIkdYuRkuTw/C8QnncVxIZOp8g1wpIqJE2S4+zDo/0MYLIBqT9SQYtEijs7OxEEQV78J0+ePKKISbaRS2NOLJkLgLpjNwR7QJ9dJ8BUw7RyJb7nXwDA99qroybJhYZCjGoj/qifA70HqLHWpKGVY4dFZ+HaWddy34f38ev6X7OyeiUGTf4Um+b6XB0OuUjE+pNmqUDZ4/Fw8OBBtm/fjk6nk/OZXS4XRqMxJ/uSDJSqbpHq+5RLz6OxYlCSXDWI1WplZSXFxcVcdNFFXHDBBYrLSx6tugWCAMLQeZZKlICD5PulKY0jyW1tqWjSmCBJI/l8PrxeL83NzQiCIDtXTZw4MSUFK5lErrU1ZipEtFag6jmA+kgd0crTh/1OrvXheNAvWICqsBCxvZ3A2+8ger2j+r4gCFRaKmnsamRfz76cI8kAn578af6y8y8c8h3in3v+yeVTL892kz42yAeCoVar5bSLyZMny1KXHo+HAwcOsG3bNvR6PaIoYjAYKCwsTHsBcyagNNIvIR3pFvl+nUa1Dzp16lRUKhXBYDBd7ckatFrtiHSS1fveIVp2AgwTUVEySc7HSLIksi/lFHd2dhKLxVCr1VgsFmbNmpV3pHgw5NqDNVoyB1XPAVSH60dEkiH3+jAUBLUa07JleP/yFwiH8b/5JsLSpaM6RpW1isauxpzMSwbQqXXctuA2jvqP8slJn8x2c0YEafzk+1yG/OuDWq2moKBAloyVnETr6+vp6Ohg7dq1GAwGmVgXFBTkpRSmUknyeLrFQAxJkqPRKB0dHRw8eBC/34/VasVisfDUU0/hcDgy2MTMYCSRZKF7P6a/fYaY3ob3xk2gMw/5WZVKNWqb63xA0iS5tFT+/2hb+kiyRIol847Ozk5EUcRut8tWzxaLhYaGBoxGI1Zr/qcC5OKiLRbPhqZXUB9RlvOeBOPyc/pIMuB79TWMoyXJUvFeT+6Q5P7z++zKs7PUko83lEBYNBqNHD2WdqM7OjpkC+36+nqMRmNCIWA+kGalkuTxwr2BGJIkP/bYY/zsZz/j4MGDsk7y8uXLuffeexWxXdIfI8lJ1uz6NwDRohnHJcgwnpM8FFROJ+h0EAoRSWEkORaL4fP5ZELc0dFBNBqVSXFVVRVWq3XAQ0dp9ynX+hItmQOA6si2EX0+3xZo3ezZqMvKiB46RPC999B3dY3q+yurVnJi8YnDplrEm0B0dnai0+nkiJ3JZEqiB6NDRIwQiASw6CwZO+dokWtzYBwfkUqNRkNRURFFRUVAX6RZ0mhuaWlh69atmEwmOZ/Z5XLlpEiAUkmyEl7MUo0Ekizd+EceeYS77rqLW2+9lU9/+tOYTCaampq4/fbbuemmm3jqqacoLCzMVpvTgpFEkiWSHJly3rDHUxr5kpBsvwRBQFNSQmTfvqRykmOxGH6/PyF9IhKJYLfbcTgcTJgwAZvNNuyEV9JCl4t9EYtnEy2ZS7R0HsRifbn8wyCf5o0gCJjOOYeeP/wBolHCb62FCRUj/v4EywQmWAYqvMSPb4/HQ8cxG3en00lhYSGiKMqFUgaDQSbMBQUF6HS6lPSrP94//D53v3838wvnc+cpdyZ9jnQjF+fDaKAkIjZUXzQaDcXFxRQfUz0Kh8N0dHTgdrvZs2cPW7ZswWw2J5DmVIzvZKFUMpnqSLKkjpbPGJQkP/HEE3z729/m61//uvy36upqXn75ZU466SQOHDhAYWGhoibxsBJw/g7UB98HIDJ5xbDHG5eAGxrqkmIi+/YR6+1F9HpRWYaPSsViMQKBQAIpDoVCcqS4oqICm82GWj060wqlvczkWl9ilhJ8V76c7WakFcblx0gyEF6zhtiVV4zpOKFQSCbEHo+HUCiEw+HA6XRSXV0t2wVLDqGTJ08mEokMIBU2my1BXWC0c2Io6NV6Wnta2e/dz5XTr2SifWJKjjuOwZFrczkZjJQraLXaBNIcCoXk+dDU1ITX68Viscjj2+l0ZoU0i6KoOJUvUC75TwaDplv09PTgdDoH/N5ms8kRDqVhOJKs2bsWISYSLZhGzDa8tu944d7QUJfE5yW3oZo8edDP+f1+OXWio6ODUCiEzWaTrZ7tdnvSBEBJJFkJL6z52Aft1KloqqqItLYS2bIF9YUXjOh7UlHTK82vsKNjB3OFuUx0TMTpdDJjxowRje/+29fBYBCPx4Pb7Wbbtm0Eg0FZxrCgoGBEuytDYU7hHM6ccCZr9q/h4a0P84vFvxjTcdKN8cK93MNYA2o6nY6SkhJKjhV8Sy+SHo+HXbt24fV6sVqtCaQ5E+RVSQHCeCi1X8lgUJK8ePFi/vKXv3DSSScxdepUfD4fKpWKH/3oR1RWVsoLspIu5nA5yZo9bwAQrR2ZPauSyFc8UtEvTUW5/P+R/fvRHiPJUqRYIsbBYBCr1Toq0jAWKOU+5fSYiwQRfG5itvJhP5qzfRgCgiBgXL6cnt/+FmIxLFu3wkUDjYbircw9Hg/d3d0YDAZWd62mwdfAqfNP5eSJJyfVFr1eT1lZGWVlZXJAo729HbfbTUtLC7FYTCYUBQUFo9b+/vKcL/PWgbd468BbbGnfwrzCeUm1dxxDQ0mEJVV90el0lJaWUnqsAFx6KfR4POzcuZPe3l55J0X60WhS7xSppHsTD6XqPyeDhNEjXZwf/OAHfOpTn2L58uUsXLgQm83Gjh07aGxs5KGHHmLSpElZaWw6cdxIshhF3fImAJGJI6v0Hk+3GBqaykr5/zu2b6elpITOzk4CgQBWqxWHw8G0adOw2+1pWeDikdPEcgzIxb6oW9ZifO4LiIUz8F3172w3Jy0wnbOsjyQDls2bgUTZQangTjJjKCsrY+bMmRiNRtZ/uJ6G5gYO+A+ktE2CIGAymaiqqqKqqopYLEZ3dzdut1u2GNZqtQn5zMMpC9Taa7mo9iL+ueefPLTlIX591q9zjizk4hwYC5TSD0hfX+JfCqEv0CKR5oaGBvx+fwJpdjqdKXmmKJEkS6Za42YiiRh0tFRUVLBu3Tqeeuop1qxZQyAQYOnSpfz5z3+mtrY2023MCI4bSRZU+D/zd9TNa4iWnzSi442nWwyElF/WFY0i1eP37NqFdvlypkyZgsPhSDsp7g8lkeRcXbRFZw2CGEHl3gnREKiHziHM1T4MB+3EiWinTCa8qwnD3la2v/kmHo2GSCQiO5QNZVBTZc2MDJwgCNjtdux2OxMnTpSNH9xuN62trdTV1WGxWDCbzUSjUSKRyKDz8cbZN/Lvvf/mw6Mfsv7gehZXLE5ru8eKfB1L8VBCHyBzpNJgMFBeXk55ed+OlUSa3W4327dvJxAIYLPZ5Hx9p9M5pt1JpZJkUM6YSxWGZCQajYarr76aq6++OuH3Sg3HH1fdQhAQC6chFk4b8fGURL7iMZoIeSgUStAp7u3txWKx4Cz/qPrfFQhQNEROciagtPuUi32J2SqJ6e0IwS5U7l2IxbOO//kc7MNQCIfDssNYZPp07LuaADB9+CFl11yD3W4fdr2UtZIzbCjS3/ghHA7LTmnRaJQ33ngDu90uf8bhcKBSqSg2FfPZKZ/lDw1/YP2h3CXJ+Q6lEbFs9KU/afb7/bjdbjweD/X19QSDQXmMu1wuHA7HiEiz0u4NfLTuKpHfJYMhSbLX66W+vp7GxkZ6e3sJhULEYjHa29u5+uqrmTJlSibbmXaM1HFvpPg4pltIhEEqtOvt7cVsNstRNIfDIRdVHLTbEbu6iLTuy2TzB0BJJDlnF21BIFo8C82+d1AdqR+WJOcyotEoXV1d8hjv7u6Wx3jRpZcSevFfABjf/wDn1742omNKkeT93v1EY1HUx7G7Tye0Wi0lJSXodDq6uro49dRTcbvduN1u9u3bRzQalYsAL6u8jJOKT+K0stOy0tbjQSnzWUnIFZMKo9HIhAkTmDBhgpyzL6VnbN26VVaUkfL2h6qDUSJJlna+xyXgEjEoSd6/fz/XX389r776Kna7Ha1Wi0qlwmQycejQIRYtWsSUKVMUFVUeMpIc7Maw+k4ilacRmfWZEem8wscj3UIixRIx9nq9mM1mHA4HtbW1OByOIeV5NFWVhOq6iB45ghgIoMqiy5KSHqq52hexeA7sewf14Toisz875OdybUGNxWJ4vV75QdrV1YVGo8HlclFRUcGcOXMSzA4OzZhOdEcD4cZGwi0taGtqhj1HqakUrUpLSAxx2HeYcvPwxY3phiAIAwiF1+uVSbOnyYNarWbLkS1ZMTUZCXJtLI0WSiNiudYXKWffZDLJY9zn88lzff/+/YTD4QGkWQqAKYX7SBiPJA+OBJIskd5f/OIXHD58mLVr17Jo0aIhv6yki6nT6fD5fAN+r97/Htrt/0B98P3jPtz7Q0kRSgmRSIRQKMTRo0dpa2ujp6cHk8kk67iORrNSU1lJqK4egOj+/UPKwKUbSrpPudyXaElf9HgkznvZ7MNgJh6xWKwvUlxUxNSpUzGZTEM+8HVnnYV/RwMA/tdeQ3vDDcOeUy2omWCeQHNPM63e1pwgyf0hCAJWqxWr1UpNTQ2iKNLV1YXb7aZxXyO7tuxipm2mTJhzxfQhn5Grc3ksyAfCLwgCZrMZs9lMZWWlXHgrkebW1la5xsDn82G1WhUVKExHJFkJGDSSvG/fPlasWCET5P6TVYkXcSh1C82+dwCIVJ4+quMpId0iEonIW8udnZ309PTIOwqVlZU4nc4xW4ZqKqs+Ok/rPlkGLtPIZWI5WuTyvBSL++yp1Ue3gRgFVXZSCgZDvGGBJD1ot9txuVxD2pkPBd3SpfgeeRQhFsP36mtYr79+RPflh5/4ITadjUJDfjiZSiod7UI7P9zyQ9SCmiemPIG/0y+bPkgFUpJ+bTrkGweDUuYz5PacHg3ygST3hyAIWCwWLBaLrA4j7So1NTWxd+9e9u7di9PplNUzktEhzzZSXbgnqWXkOxJIsnRxTj/9dJqbm9m3bx+VlZV5N7jHgqFIsnrfBgCilaPLvcvHdIv++ZY9PT3o9XqcTicTJkzA4XCwZ88ejEajrFM5VmiqPyLJ4ZZmjIxMfzrVUNrYztVFSXROJDzjUsTC6X0KFyrjoJ/LxP2QVB0kUhzv4jVt2rQRF+8MBlVREYHaGox7mom0tBDetQvd1KnDfm+SPT9lNWtttRQbi2nubualoy+xau4qoE+/VkrNqK+vl3M9JdJst9vTfq/zfW7nI7EcCkroS/xuSltbGxMmTMBms8mFgM3NzYiimKDRbLPZ8qbf0j3Kl/ZmCoOS5Isuuogbb7yRa6+9li984Qvo9XpCoRCRSASPx8OyZcuYO3euIga+BKmPCQh0ojpyLCVglJHkfIhQSqRYyinu7u5Gp9PJNs8OhwOjMZHMpKpf2okfWdqGd+9J+nhjRT7cp5Eip+eiSk3gvAdH9NFU3w9RFOnp6ZFJcVdXF3q9HpfLNeo0oZGgZ958jHuaAfC/+tqISHK+QqPSsGruKr6x/hs8vfNpPjPlMxQZi9Dr9bKqgJTrKZFmydQkXp/5eCksH1coZV0CZZDkeEg5yfEpSLFYTF5n3G43u3fvBpCLXV0ul2wtn4tQUupIKjFoTvLjjz/Om2++SXFxMatWrUKlUqFWqzEYDLS1tfHII48wd+5cRFHM2BZauqE5pmma8Lv9GxGIEXVOImYpGdXxcjHdQsojlNInurq60Ol0OBwO2dzAYDAcdxKnilRqqqpAo4FIhMiecZKcKiipL2NFfAGOtCsipQeUlJQwY8aMAS9/qUTv3DnwwgsQjeJ77VVsq7487IOxM9jJX3b9hY5QB//vhP+XtralA2dUnMHcwrlsbd/Kb+p/w/+c/D8Jf4/P9exvanL48GEaGhrQ6XQJpHmsaVygLL1XJfQBlEmS+/dHEARsNhs2m00mzd3d3TJp3rVrl7wOSYWAg+mmZwtKu0epwqCOe9///vf59re/jUajkZUt1Gr1gAuoFIIMfYV7/SPJ6v3vAhCtGl0UGXKDfMXb4EqRYo1GI5OF6dOnYzQaRzUxUtUvQatFU1VFZM8ewi0txCIRhAwbiUjI9n1KFXJ+gYuJCJ0tqHoOEa1aOOhHxtoHyZ5Wyi2ORCJyVXptbW1GH0ZRiwX9SScR3LiR6MFDhLZtQz979nG/oxJU/KHxDwDcNvc2jJr0kfjhMNr5IAgCt869lRtW38Dze57n89M+T42t5rifH8zUpL29nZaWFrZu3YrFYkkoAsy0yVAuQEmkRSlrrISRqFvEj/Pa2lr5eezxeGhvb5dJs5SaMRab+FQiHTJ9SkjfGHTlMRgMaLVaOfFaFEWi0SixWIxIJIJer5f1bpUCnU43IJIseI8AjNhlL+G7WchJlraVJVLc1dWFWq3G6XRSXFzMtGnTkt7WTCX5106c2BdFjkSI7NuHNgtujrnwMpMq5HpfVEe2Yf7TucT0dryr6oeUUxxJHyKRiDzOPR4Pfr8fq9WK0+lk1qxZIzLxSAekuWVafg7BjRsB8L/66rAk2aazYdfZ6Qp1sc+7j6mO/ErRWFC8gMXli1l3cB2P1j3KPQvvGfF3+5uahEIhOfomWQsPZmoyFHJ5DnxcoSTCD2MjlCqVCofDgcPhYOLEifLOrsfjkW3iJXlJ6SeTpFmJsnapwKAk+YMPPuDFF1/EZDIRDAYJh8MEg0HUajUej4fzzjuPiy66SFE5LIMV7gUueJjAsrtBPfoXgkwQFlEU8Xq9CaRYmohFRUVMmTIl5ZMspSR50iT8r78OQHj37qyRZCUhlwmCWDCVmEqLEOxC6N5PzF458u/GPVCkolKj0YjL5WLSpEkJRjW5AOPSpXT85KcQieB77XXsX/0qwjA7b1WWKuo8dbR6W/OOJAOsmruKd9vexal3EhWjqMeoYKLT6SgtLZWLgyWXtHhTEynyNtSWtRLmtdKIpZL6kop7I6VeOJ1OJk2ahCiKckFxW1sbDQ0NaLXaBNKcztz9XDF8yTUkkGTpxn/44YfcfffdVFdXA303MxKJcPToUbxeL7NmzZI/rxQMaSZisI/peOnISZYKA+KtngVBkKvGJ0+enPY3z1RGyLWT4or3du2CZctSctzRINejr6NBzi9wGj1i4TTUR+pRH6kjMghJlu6HJLckRYo7OzsTTDxcLldSeavphspmw3DaaQTWrUNsbye0ZQv6E0447neqrMdIck9m7akHw1jG0mTHZF6+6GWcBmdK23I8U5Ndu3YlRKKlaLQSoJR1SZrPOb8+jQLp6E986gUkqvAcPHiQ7du3ywXH8aQ5VRiPJA+OQdUtrr/+eq6//voBH37xxRdZvXo15557LqC8nORU2lLHP+zHOpniiYLkbAfgcDhkq+dMJ/6nNJI8fbr8/+GGnSk55liglIcR5H5fosWzUB+p7zMVmXJewt/8fj/t7e2EQiHWr1+PKIpyZfiUKVPyTgHBdM45BNatA8D3xhvDk2RLnyxiqzf7JHmsSDVB7o/BTE06Oztxu93s37+fbdu2YTAYiMVitLW15b2pST6N9+GgpL5kgvT3T0OKJ83SWJdIs5S7n0xB8ngkeXCMqBpCSqu48MILeeedd7jzzjt5+umniUQiiimo6F+4p1/9PVRHtxP6xC1Ea0ev4Su9kY1mMkkOP1L6RGdnJ7FYTCbFNTU1WZeQSSVJVpeWorLbELu6CTU0ZCXaMB5Jziz6TEX+ivpwnWziIUWLg8EgZrMZlUrF3LlzR2XikUuQxpNh8SLQ6SAUwv/Gahy3337clIsq6zGSnAOR5GTR1NnEP/f8k9sX3I5KSN89jI++TZkyhUgkIkfd+puaFBYWJqWBnWkoJfqqJLURCdm4N/GkWRrrEmlubW2lvr4eg8GQQJoNBsOIjz8eSR4cx2W48eRBFEVZMFspxDgeWq02IZKsbn0HtXsnoRNvGtPxpAl0PAImSVXFk2JRFLHb7TgcDqqrq3OOKKSSVAqCgHb6DIIbNyJ6PIhHj6IuLk7JsUfTBqWQZMjtSHI0GsVrqKQMiB74kPXr12OxWHA6nbKJR09PD9u2bcNuH1uaUy5BZbFgOPVUAmvXIrrdw6ZcVFv60tsO+w/nNUEKRALcuPpGukPdzHLN4tyaczN2biklR6VSsWjRIgKBgFwEWFfX92Im7U4UFBTkldlDvkKpJDnbz2WNRkNhYSGFhX0unVIxs8fjYe/evWzduhWTyZSQnnE80pzPa046MSjbbWlp4bnnnsNoNBIIBAiHw4TDYd59910aGhr4yU9+Aigr3SIhJznkReVuBEAsnTem40mDLV5LWiLFUk5xR0cH0WgUu92O0+kctQVuNpBqUqmbNk1WAQg17MQ4TpLHjFzrS7zaisfjoaurC5NGoBQBfaiDxQumoXVWZLuZaYVp2TICa9cCw6dcTLBM4JkVz1BiKsnqwyrZMWTQGLhy2pU8UvcIj9Y9ytmVZ6NTZzblQbp+BoMhwdSkt7dXJs179uxBEISEIsBcSulRCmlRIknOxdQEjUZDUVERRUVFAITDYXntlaQVzWZzAmmOr+vIxT7lAgYt3Kurq+PrX/86BQUFxGIx1Go1JpOJadOmce+993LJJZcAyhr08TnJ6iP1CMQQLWWjNhGRIF0bn8+H1+uViXEkEsFms8lWz/nm9Z7qgkTt9Gny/4d3NmBcsjhlxx4JlDSGs92X+J0RSYVCEIQButxB053ErOVoLQPzV7Pdh1RjNCkXGpWGMnNZhluYHnxu2uf4266/cbD3IM/ufpbLp16e7SYhCAIWiwWLxUJVVZWsW+t2u2lra2PHjh3o9fqUmZoki3GSnLvIh3uj1WopLi6m+FjgKRwO4/F48Hg87Nmzhy1btmCxWGTCHA6H08JFcv06DYdBC/cuvPDC4yoYKEn6TYKUkxyLxVAdbQBALJ416uP4/X45Sgzw3//+V06fKC8vx2az5XUEPuWR5Bkz5P8PZaF4L9eir8ki032JN/Ho6OggHA5jt9uPa+IRPvGG4x5TSfdjtCkXSoFRY+SG2Tfwk/d/wm+3/ZYLai/AorVk5NwjHT/xurWTJk0iGo3S0dEhW2fHm5oUFhbidDoVmWqYbihpPkvIB5LcH1qtlpKSEkpK+gJ/kh65x+OR8/fVajU7duyQiXMuyWpmC0POeElurK2tjSNHjiAIAkVFRVRVVY0qGTxfoNPpZJ1kKdUiWjC8VmkgEEjIKQ4Gg9hsNhwOBwAnn3wyFktmHg6ZQKpJpbqiAsFiIeb1Em5oSNlxRwOlLOKZWLTji0U6Ojro7e2Vd0ZmzJiB3W7P65fAZDHYPRhNysW7be/y0t6XmOWaxeVTshd9TcVYunjixTy18ylae1q58907ufu0uzFoMvPsGEv71Wp1Qo5nvKnJjh078Pv9stxmQUFB2g1r8pGIDYbxSHJuor8eeXNzMwcPHiQWi9HY2Ehvby9Wq1VOR3I6nR9L0jwkSW5qauJb3/oW//nPf+RclbKyMm688Ua++tWvKo4ox5uJyPnIg5DkYDAok+KOjg6CwaDs9CUVH0kkobW1VXER91STZEEQ0E2fRvD9D4geOUL06FHUx3KqMoHxSPLxIZl4SCkUkomHJEE4JhOPsB/1vndQde0jvOCahD/l+4NnMIwm5aLN18YbB97AF/FllSSnAhqVhm+d+C2+tvZrrD2wlvWH1rOsMvNa6GNFfxLh8/lkfebW1tYRmZokAyUQMRgnyfkClUqFwWBg5syZwEe7hB6Ph4aGBnw+HzabLYE0fxx2Vgbt4f79+7n22mvx+/28+OKLTJ48mVAoxLPPPssDDzyA3+/nrrvuUlTaRTxJjpmLES0liIVTZVIs5RTH299OmzYNu90+5EBJh6FItpEOu23d7DkE3/8AgGBdHaazzkrp8Y8HJZHkVCzaQ5l4OJ1OKioqcDqdSb8gC2E/pueuBiA861OgS9xpUcr9kDCalAtZBi6PtZLjcUrpKTy89GHebXs3YwQ5XQTGZDJhMpmorKyUd1rdbjft7e3s2rVLVtaQSHMymrVKhFJIpeR/oBTuI6F/n/R6PWVlZZSV9dVJSEoxHo9H3lmRSLPL5RpAmpWyjg9JkhsaGtiyZQvl5eXy7++44w6MRiMPPvggd911F9FoVDEDRUq3OHDgAK8dPRm9dRETm334fG9jtVpxOBxMmTIFh8Mx4rendBDKbCMdpFI3b678/6EtWzJOkpWCsd4bKY9eSqEQRTGtLo4xkwvRUorK24bqaANixUkpO3YuYLB7MNKUC8lQ5FDvIULRUMZVIdKBBcULWFC8QP53Z7CTD49+yJkTRq8/nysQBAGbzYbNZqO2tnZQUxOj0UhhYaGsWTvaHRelRCuVFklWWn8kDDfe4pVioO+5IZHm7du3EwgE5HoUl8ulmNS7QdmewWDA6XQO+iZsNBqZNGkSgCLyU9rb23nrrbd49tln8fl8zJo1i9raWr7whS9wzjnnjG07+RiUFKWUkI4+6efMkf8/tLUupcceDkq8R8MhXhqoo6ODQCAgRwQypbgiFs1E5W1DfXRbAklW2oNHwkhTLgoMBZg0JnwRHwd6D1Brq81Ca9OHiBjh229/m/ePvM91M6/jpjk3pdxsJBvzeTBTEymfedeuXXi9Xux2uxxlzidTk2ShFLIvQakkebSZAUajkYqKCioq+mQ8fT6fTJrr6+sJBoMsWLCACRMmpKvJGcGgJLmqqorFixfzve99j7vvvhu/349arWbLli089dRTfOpTn+LAgQN0d3ej1+uZOHFiptudFJqamnjwwQdZs2YN9fX1zJo1ixOORXYaduygLC56ngyUmm6R6j6p7HY0tbVEmpv7nPcCAYQM5rwr5R4NtXMRjUbp6uqSSXFPT4+slzna3ZFUIVo0E03zalRHtw/4m1LuRzxGmnIhCAJVlioaOhvY592XFZKczusvIDDTNZP3j7zP49sfZ0/3Hn5wyg8waU2pPU+WCYxGo0mQ3woEAnI+89atWwmHw8OamiiFXCqlHxKUSpKTvU9SOtKECRNkTXKdTpf312nQ14ZYLEZzczOPP/4406ZN48orr+S8887jvPPOo6GhgdWrV/OFL3yBG264ge9973vDnmTt2rVceOGFlJeXIwgC//znPwec784776SsrAyj0ciyZcvYtWtXwmc8Hg9XXHGFrBxx3XXX4fV6Ez6zdetWFi9ejMFgoLKyknvvvXfQ9oTDYSKRCN/73vdoa2ujrq6Ou+++G4DKHf+H+f9ORPvhk8P2aziMp1uMHLq5x6LJkQihHTtSfvyhoLRIspQv193dTUtLCx9++CHr1q1jx44dhMNhKisrWbRoEaeccgpTpkyhsLAwK8UXkryi+si2jJ87WzAt+ygn1/fGG0N+rtJSCcA+7760tynTUKvUfGX+V7jrlLvQqrSs2b+G69+4nkO9h7LdtLTCYDBQUVHB3LlzWbp0KaeffjrFxcV0dnayadMmVq9ezYcffkhrays+n0+ex/lOMGCcJOcLUmkmIggCJpNJEdkGgz4dJQOAL37xi/JF02q1nH322QiCQCQSwWg0Ioqi/KZ8PPT29jJv3jyuvfZaPvnJTw74+7333suvfvUrfv/731NbW8v3vvc9VqxYwfbt2+UioSuuuIJDhw7x2muvEQ6H+eIXv8iNN97I008/DUB3dzfLly9n2bJlPPbYY9TV1XHttdficDi48cYbE843Y8YMHn744YTfyTezowWV9zCQ/GBRGgGD9PVJP3cuvudfACC4dSv6BQuG+UZqoIR7FIvF8Pv9eL1efD4f69atA8DpdFJUVMS0adMwGo05tahHi/oqqFXtDSBGQdW39ZxLbUw1RppyUWmpRCNo8Ia9gxxFGbig9gKqrFV8c/03aexs5OpXr+beRfcyv2h+0sfO9fkcb2pSXV09qKmJwWAgFArhdruxWCxZNTVJFkolyUqpx5KgxGLEVGBQkuxyuXjmmWdSdpJzzz2Xc889d9C/xWIx7r//fr773e9y8cUXA/CHP/yBkpIS/vnPf3L55ZezY8cOXnnlFTZt2sRJJ/XlLz744IOcd955/PznP6e8vJynnnqKUCjEE088gU6nY9asWWzevJlf/vKXA0jyYNDp+gpk1N190RvRXpl0v8fTLUYO3dyP7L9DW7am/PhDIV9JsqS6IqVQhMNhdDodWq2W2bNnY7Vac/rBFHPUENMYECIBVB3NiAWTP/pbHt6PkWCkKRdXTr2Sa6Zfg0albHmluYVz+f05v+f2dbfT2NnIjzf9mL+u/CtqVfK5urk89vujv6lJJBKho6ODLVu20NbWxp49e7BarXJqRr5JbymNJEu7w0rqE4zbUg+F4860/g+roR5eybx9NDc309bWxrK4rUi73c4pp5zChg0buPzyy9mwYQMOh0MmyADLli1DpVKxceNGLr30UjZs2MCSJUtksguwYsUK7rnnHjo6OnA6B1rgxkOKJGu8B/r6aq8ec58kjKdbjBya6ipUdjtiVxehrVuIiSJCBt5q82VRGMzEQxJ6l0w89u7dK5vZ5DxUavwXPEbMWo7oSH6u5QqGG08jUbnIlOHG8ZCpeVFqLuXxZY9zz/v3cNWMq1JCkPMdGo2GoqIiNBoNc+bMwWw2y/nMkopAJk1NkoXSXnqV1h8JsVgs5cWk+fJ8PR6OS5L7dzAdHW5rawOQrRIllJSUyH9ra2sbkNYhaVLGf6a2tnbAMaS/DUeSdTodTgOowr0AiLaKMfboI+RrlPJ4SFefBEFAt2ABgTffROzqJrxrF7pp01J+nsHOm4v3SNqClUhxd3c3BoNBtntWgvtRdNJA3VwlLKrHw2iMRT4uMGqM3HXqXQm/e+fQO8wtmItFN3q30lycz8lAp9Ml6NXGm5rs3bsXURRlfebCwsKUSzamArnWnmQgRcaV1Cfoe+bk0w5FpjB+RY5BrVZTYe+7HDGDA7TJC8GPp1uMDoaTTybw5psABN/blBGSDLnxUJWqgSVS3NnZKctKlZWVMXPmzGHNCXKV8I8WSujDUBhpysXPN/+c7Z7tfOfE7zDJPikLLc0ePjjyAV9b+zWqrFX8cvEvqbSOPvVNCQRmqDSFvi7imAAAzgZJREFU45maNDY2otVq5ShzQUFB1t1xlZZuobT+SBjPSR4cWSfJkuXn4cOH5Tdl6d/z58+XP3PkyJGE70k6lNL3S0tLOXz4cMJnpH9LnxkOFfa+yJxoSo0tshLTLdJJ/PWfOFn+/8CmTVivujIt54lHNoml5GAk5RZLJh5Op5NJkyaNOiKUdwt3yIu2/m+ouvYSPPMH2W5NSnG8B+lIUi4aOxtp6Gxgb8/ejJPkbL+kmDQmCgwFNHc3c/VrV3Pvwns5qURZhjMjxXBzejBTk46ODtk6u66uDrPZLBPmsZiaJAulkUql9UdCOvqlhOuU9deG2tpaSktLeSNOEqm7u5uNGzdy2mmnAXDaaafR2dnJBx98IH9m9erViKLIKaecIn9m7dq1srU0wGuvvca0adOGTbWQIAoaup2zEUvnDf/hEUApkb14pLNPmupqVEV9LyihDz8kFncv04VM3qNwOMyRI0fYuXMnGzZsYMOGDRw6dAij0cicOXNYvHgx8+bNo6qqCovFMqYFJr/Gm4B+zffR/fdxBJ+77zcKWFSHg5xyAfjfWE0sGh3wGUkGTin21KPBDNcM/rD8D8xyzaI71M0tb93Cyy0vj/j7+TUHhsZY+qFSqSgoKGDq1KmcdtppnH322UydOhWAxsZGVq9ezYYNG2hsbMTtdmckiKM0Uqm0/kgYrZnIxwVDRpKff/55/H4/oVCIUChEOBwe8N9gMCjrCx8PXq+XpqYm+d/Nzc1s3rwZl8tFVVUVt912Gz/+8Y+ZMmWKLAFXXl7OJZdcAvRJtq1cuZIbbriBxx57jHA4zC233MLll18uWyR+/vOf5wc/+AHXXXcd3/rWt6ivr+eBBx7gvvvuG9GFEASBD45q2bzgJyxIkfzYeLrF6I9tOPkkfC//m1ggQKi+Pu1ScOlc7CQTDylSLJl4OJ3OtJh45N3CrTMTc9YgdDSjOrqdaPViQDkkZyiMJOVigqXPpWq/d382mph1FBoL+b+z/o+7Nt7F6/te58537+Sg9yDXzbpuROM87+bCIEgFGdNqtZSUlMj1OYOZmkj5zAUFBWlRxVEaqVRafyQotV/JYsgn9KWXXopOp8NgMKDRaFCr1Wg0GjQaDVqtFq1Wi0ql4sc//vGwbx/vv/8+Z555pvzv22+/HYCrr76a3/3ud9xxxx309vZy44030tnZyaJFi3jllVcScqmeeuopbrnlFs4++2xUKhWXXXYZv/rVr+S/2+12Xn31VVatWsWJJ55IYWEhd95554jk3yRotVpCodCIPz8cxiPJo4f+5JPxvfxvoC/lIhMkOVX9kfIDpRSKrq4utFotTqeTyspKnE5nWvVO83G8RYtmoupoRnVkm0ySPw4YLuWiylIFfDwjyRIMGgN3n343ZVvK+GPDH3ms/jEmOSZx5oQzj/u9fJsDx0OqSYtkalJRUSHXQbS3t+N2u2lqapIj0dKPyZS8E6LSyJdSc3fHJeAGx5AkWavVsm7dOk4++eShPjJiLF269LgLlyAI/PCHP+SHP/zhkJ9xuVyycchQmDt3rmykMBZotdqEdI1kocSc5EyQZAnBTZtgFC85Y4G0KIxlIZdMPCRS3NHRAXxk4jF16lRMJtP4wnMciEWzoPEl1Ee3ESb/I4Ajbf8AlYuvfz1B8jDbkeRcuQ8qQcVX53+VCnMF2zzbWFqxdETfy5X2J4N0k/14U5OamhpEUaSrqwu3283BgwdlM6940hwvsTpSKI0kK5VMKpX8J4vj7vX6fD7g+HrJSrqoTyz3s/i/NxMr+RmRKYObn4wG+RjZGw7p7pOmpARNVRWR1lZCdfWIPh+qFEQzhsNIF/JQKJRQbBcKhbDb7bhcLqqrq7FYLFmbE/k43qLH7KlVR7fLv8u3PowFKosFwymnEFi3ri/loq4e/by58t8nmPtIcmeok+5QNzZdHmhfpxGfmvIpLotdJs/RQCRAV6iLElPJMN/MX2SaXKpUKpxOJ06nk8mTJ8umJm63mz179rBlyxZsNpucnuFyuUakq6u0+aw00i8h1f1Syn0fQJKlC6VWq4keKyjJhF5ytiEIAmWmGIZwJz716N+WB4NKpRqPJI8B+k98gkhrK0SjBN97D+PSpWk7V3wkeTBIJh4SKZZMPJxOp2zikWoB9mSQbwuTWDQDAJW7CSKBLLcmszCedSaBYztf/tWrE0iyWWumxFiCVqWlM9j5sSfJ8NFcjYpRvvfu96hrr+P+Jfcz3TU94XP5NgdyFZKpSdGxYupgMIjH48HtdrNt2zaCwSBOp1OOMttstkEDBEqLUCqVJI8X7g2OISPJoigSCHy8HlpmiRvrrCk5Xj5G9oaD1Kd0LhSGRQvp/cc/APCvX59RkiyZeEikWDLxcDqdOW/ikY8Ld8xSRszgQAh0oupsQbDUZLtJKcFI5odx8WI61GqIRvG/uQb7bV9N+M4zK59BJYw/tPqjJ9xDa08r7YF2blh9Az85/ScsKl+U8Jl8nAv9kWtkTK/Xy6YmUqqZlM/c0tJCLBZLKAKUJCyV9gzMtfuSKqQjjUQJ12nISHJFRYVsXiCK4sfCjcWo6ZvMsRQYiYBy1S0gvQuF4aSTEAwGYoEAgXXrM2JRfeDAATo7O2UTD6fTOWITj1xC3o03QcD32Wf6HC51Fjj2Yq7UB1E8VHY7+pNOIrhxI9GDhwjv3Ilu+kdR0XGCPDgcegePn/04d7x9B+8dfo+vr/s63z35u1w48UIgD+fAEMjlOSAIAiaTiaqqKqqqqojFYnR3d+N2u2WZS8nURKPRKOaeQG7fl2SgtIh/qjCA9UoXaffu3YiiyDvvvMPbb7+NVquloqKCk046aYD9s1JgVB+byJrUkCIlvkUPl56QknPo9ehP+QSBt9YiejyEd+xAN2tWyo4fCATkSLFUbOfxeCgoKGDixIlj1ijONvKxzQBi4UfOivnah7HCeNaZBDduBMC/Zk0CSY6HKIpyjmhHRwcGg4HCwsK0pPvkw5pl0Vn41Rm/4sfv/Zh/tfyLH7z3AzqCHXxhxheAj984yjYEQcBut2O325k4cSLRaJTOzk7cbjeHDh3C7/ezfv16Ocqcyztyw0GpZFKp5D9ZHDc0fPPNN/OnP/0Ji8VCe3s7drudGTNm8MADD6RE9SLXYFBLkeTU2HgqVd0C0v8gNS5aROCtPoks/7r1SZHkcDhMZ2enTIr9fj9WqxWXy0VpaSlbtmxh1qxZY6rczjXkA8EZCT4uC7ZxyRI6f3oPxGL4V6/B/qUvyX/b7t7Ozz78GbqYjhtdN8qpPw6HA6/Xy759++Qt7sLCQgoLCzEajR+L6wagUWn4/infx2lw8seGP/KrLb/CH/HzydJPZrtpKUE+zwG1Wi0TYovFwt69e5k4cSJut5uGhgb8fj92u13+jMPhyBviqVR1C6X2K1kMmW7x0EMPsXr1ap577jlWrFhBZWUl77zzDr/5zW/45je/yZ///OcEG+m8hyiiT0MkeZwkjw2GRR/lGAbWrcN+800j/m68iUdHRwfd3d2yicekSZNwOp1y6pB0f5RALvN150LoPYru3QcQfG6Cy+/PdnMyCnVhIbr58wh9uJlISws9O3bQZbXS0dFBQ3sDO7t3YlQZKZpWxMyZMzGZTDKZkPLn3W43Bw4cYMeOHRiNRgoKCigsLKSgoAC1Wq3oB58gCHx1/ldxGVz8X93/cWrZqcTE/JsD/SHNYyXcu1gshlqtTjA18fv9sqnJvn37iEajCUWA6TA1SRXy+eXleEh1hFwQBEVcpyFJ8lNPPcWqVatYsWIFoVCIaDTKoUOH+OEPf0hlZSWHDh2SE/iVcCGIhtjWbaHIYcGoTY3kmEqlIhKJpORYuYJMkWR1YSHaGTMI79hBuLGRyOHDaEoGl3uKxWJ4vV48Hg8ej4euri40Gg0ul4uKigrmzJkzpIlHpvqTCeTrPIypteg2/w4A1Zk/zm5jMoxIJIJ48ifgw80A7P7TnwhdfDEul4tFsxdx/7r78Yt+7GV2LAZLwndVKhUOhwOHw8HEiROJRCKy+sCOHTsIhUI4HA4KCgooKirKqjxhunHV9Ks4t/pcCo2FHDlyJG/nghIxGEcwGo1MmDCBCRMmyOu3RJqbmppQq9UJRYCpMDVJFRTDefphPJI8OIZMt3C73fJbn0qlkt32oG+QpNKZLiegNfCtxgUsWrSIVSkq3BuPJCcH4+LFhHfsACCwfj2Wyy6Tz+33+xPyimOx2JhMPJREkiFP+2FwIFpKUXnbULsbgTztB8O/qESjUXw+H263W3Zl1JeWUHns76Uteyk75RSZzJaYSmjztbHPuw+XwXXc88ZbEIuimKA+sGfPHnkLXErN0Ol0Q7Y3Hx+WhcZC+f/3h/bzlbe+wo9O/RF2vT2LrRoblBZJPl4/BEHAarVitVqHNDWRdkgkfeZspsYplSQrNdc6WQxJkisrKzlw4ICsaqFSqWhtbWXt2rVMmjRJ1k5U0mBJh+Nevj7sh0ImSaVh8SK6f/1rAHxvraV30SKZFAeDQex2O06nk6qqKqxW65gnuFLGcD73QyycFkeSK4f9fL5AFEXC4XDCC51kQCOZNlitVo784xlC27cTaWwkevAgqgl9ZiKVlkqZJM8rnDfi86pUKsxmM2azmerq6oRCqubmZurq6rBarXJahtPpzCm972QQESP8wf0HDkcOc8PqG3jojIcoNhVnu1kfW4yWVA5latLe3k5TUxNerxebzZZQBJjJsatUkpzqSLJSuM8AkixdpLPOOoumpiYOHz5MWVkZJSUlfPvb36a3t5ef//znTJo0KeONTTd0Ol1KSbJSJeAyQf6j0SjdhYXEXE4ETweBTZs4vHMnzvJypk2bhsPhSNnCqKSXmXzth1gwHVreQuNpBFX+k2QpH76zs5Pu7m6MRiMul4upU6fKucLxL3Wms88itL3PddC/Zg3aq64CoMpaxaYjm9jXsy+p9sQXUsViMYLBoLy9vX//fkRRlAsA850AqAU1Xyz8Io93Pc6erj1c+/q1PLT0IWpsNdlu2oihtEhyMhjM1EQau/X19QlpRQUFBdjt9rReN6WaboxHkgfHkCT5pptuor6+Xs7lvPLKK+no6OCmm26S0zAUhUAXD01+C52wDqK3gTp5eRolpltAekilKIr09PTI0bauri70ej2lJ5yI7vXXUUUizPL5ME2enNLzSshXchmPfH6gRov6pM/U7kYoOjuv7odkvOR2u/F4PABs3boVs9lMcXExs2fPxmg0HvcBZDrrLDoffAgA3xursR0jyZWWvheGVm9rytorCAIGg4GKigoqKirkAsC2tjZaWlrw+/0IgkB9fb0cadZoNHkzvmKxGOW6cp5Y9gSr3lxFa08r179xPQ8seYBZBamTkkwnlEaSU9kPvV5PeXk55eXlxGIxOX0p3tREIsxSPnOqI6RKuC/9odR+JYsh0y0KCwtZGud0duuttwLQ2dnJK6+8wvz58yktLU17AzMGQU2R1g9ATzSUMpKcTw/7kSIV/ZIWN4kUd3R0yNtsJSUlzJgxA6PRSNBg4OjrrwPge+11TCtXpqILCVDKfcrnfkhayer2nVCY+32IT6Ho7OzE5/PJsoIFBQWyhe+ePXs4evSoTDbtdvugZFlbXY128iTCTbsJbt1K5OhRNEVF1NhqqDBX4NQ7U94HqdBPylsOhUI4nU7Ky8vRarV4vV527txJIBDAbrfLucxD2Q/nEgRBoMxcxuNnP85X136V7Z7t3LzmZu5bfB8nlZyU7eZ9rJBO8iUIgpxW1N/U5PDhwzQ0NKDT6RJI81BF3COFUsmkUiPkyWJEFno+n4+2tjbefPNNXnvtNZ599lmee+45zjvvPOVcWJ2ZcEyFVhARAp3EdOakD6nEdAsYOxmTiINELiKRCA6HQ7Z8HszEQzd/PqrCQsT2dgIbNiB6vagsliHOMDbkM7nsj3zth+iaQgwBBBUa0Z/t5gxANBqlt7dXVlDp7u5Gq9XidDqpqamhoKAAnU43YC0MhUJylGvLli0DrHvj3RxNZ51NV9NuAPyr12D97Gc4rfQ0nj3v2ZT0IRaL0dPTg9vtpr29na6uLkwmEwUFBcyYMWPQ3M54+2GPx0NzczMqlSqhAFCv1+csaXAanDx65qN8c/03ee/wezy186m8IMlKiiRD5voxmKlJR0eHHGXeunUrFosloQhwtE7CSiTJsVgs5f1SrASchEgkQjAYZNOmTTz77LO89NJLeL1eVq5cyauvvsrpp58OoAyCDCAIeEUDTrUPwddOzFaRgkN+vNMt4h3CPB4PPp8Pm82G0+lk1qxZQ0bVEs6lUmE6+2y8f/0rhMP433oL8/nnp6orfedQwESGPO+H1oh3VT0RjZnI2rVZJ/uiKBIKhRIK7iKRiGyAMHXqVCwWy7B58TqdjrKyMlkuUyKphw4doqGhQSapBQUFmJeeAVKh6urVWD/7maT7EU/S3W430WgUl8tFWVmZnAZyPPS3H5Y0yN1uN3v37qW+vl4mHYWFhbhcrqwXAPYfO2atmfuW3McT257gmpnXZKdRo4SSSHI2SaVarZZf5qBvPkgyiWM1NVEqSQZljLdUY0id5GeeeYY777yTgwcPsnjxYn784x/z6U9/etRvXfkEL0ac+BB6j6bkeEqKUMZjqH5J0j0Sqejp6ZELliZNmoTD4RiTFanxnGV9JBnwv/56WkiyUu5TXvfDYIcs6opHIhF5/HZ2dtLT04PJZMLlcjF9+nRcLldSVrqCIGCz2bDZbNTW1hIOhxN1jYNBaouLUR85QuC//yXi6UDj+ijNYiQPZym/WEqh6O7uxmq1UlBQwNy5c0f0Yno8SPq1LpeLyZMnyyTc4/FQX19POByWI+VFRUUJ5ieZRP/rpFfr+dLcj9wMY7EYDR0NzHDNyHTTPnbIJVKp0+koLS2VU0UHMzWJ3+kZbHczl/qTKkjPDcUEPVOIIUnyG2+8wa5du7jvvvu4+uqrMZvNiibIAF3YqMSNqquVaAqOp/R0i3gTD6mSX6PR4HQ6qaiowOl0YjAkb/GtmzMHdXEx0SNHCLy7EbG7G5XNloKefAQl3CclLNyZ7IOkJSxpFnd2diIIgpyXW1hYiMFgSNuDI17XOBaL0dvbi3vh6fDcPyEaZeuTT2A491z+0fEP3m5/m9vm38a51ecOOE4gEJBJscfjQRAECgoKqKysTEkO5lAQBCGhiEoURdkU4siRI+zatUvOB5VysrVabU6M099u+y3/V/9/fPukb/OpyZ/KdnMGQEmRvVwmlcczNdm1a1eCKoyUHqWYFNM4pHq8SfxACRhS3eLaa6+lt7eXH/7wh9xzzz2ceeaZnH/++SxYsICysjIcDkem25p2dApOoBlV196UHE9JEUoJfr+faDTK7t276e3tRRRF2U50ypQpKa8khr6UC+Oys/E+/WeIRPC/+Rbmiy5M3fEVdJ/yuR+qA+9j2HAf870Qiy0a/gujhCiKRKNROa+4s7OTQCAgF9xVV1enVFpwNBAEAYvFguaiizj83D8BKG7ZS69azdHOo3SGOnmv8T2mi9NxOp1EIhH5Ye7z+eQt45qaGmw2W1ZIiUqlkiPlNTU1CfmgTU1NbN26Vda3LSwsHNHW9lgw3ByIxWJ0BjsB+On7PyUWi/HpKZ9OeTuSQT7P4/7IZZIcj8FMTSRt8f3797Nt2zaMRiNqtRqdTkcoFMqqqUkqIaWFKo38pwJDkuRTTz2VU089lWg0yssvv8zvf/97brvtNhwOBwsWLOD222/nlFNOyZsJMBK41cW0+C2UmQqH//AIoIScZCkvU8rNDAaDsoTUpEmTkjLxGA2M55zTR5IB32uvjZPkQZDv81AQw2j3vkWhrphAio4ZjUbl6FBHRwfd3d3o9XqcTieTJk2SUyhy5eGgnz0bldOJ2NGB+MEHTK2p4YToCby37T08oofW1laampqAvihYYWEh8+fPzynbXugbi/H6trFYTJbJc7vdtLb2SdrFFwAaDIaUjeHhHN6+ccI30Kl1/LHhj9zzwT0ICHxqSu5FlPN9TkP+En6VSiWnFk2ZMkVWg2lqaqK7u5vVq1cPeOnLdj7+WCHxFCWMt1TjuPkToiiiVqu58MILufDCPlLywgsvcM8991BXV6c4krxdN58nPwzyx+/cmpLj5SP5kpy5JFLs9XqxWCw4nU6mTZuG3W7n/fffp6SkBLs9c3avulmzUJeXET14iOB77xFtb0ddmLqXmXy7T4Mh3/shuvo0sE2howSiQWD0URpRFBNUVDo6OhBFEbvdTlFREdOnT8diseQMKe4PQa3GuGQJvc8/TywQoPGZZ/AWeQE4GjxK9bRqXC5XQiR53759CQ/rXJRoEwQhYWs73np4//79bN++XS5ijC8ATKd02FfmfQWAPzb8kZ9+8FOAnCHKSku3yLXxOBZoNBqKi4vxeDzEYjFqa2vlmoK6ujpZQlFKzcjWjs5YoKTxlmoclyRLA7unp4dAIIBer+eiiy7ioosuGvAZJUCn0xFJYeGQSqXK+UiyZOIhkWLJxMPpdFJdXY3T6RywpZQNMiYIAqaV59LzxBMgivhe+Q/WK69I2bHHkX3ETIXE1HqEaBDBexiM1hF9LxKJ0NnZKRPj3t5e+cVu1qxZOJ3OnK+nkPIh29vb6akoR3r91Pz3Q0780qX86b9/olPopKamRv6OFOGKdyDbvHlzgsycFKHNNcRbD8disYQixu3bt8suaoWFhRQVFWE2m0f8rBnp2pTrRFkpyOcX98EgBQYNBkOCqUlvb69cF7Bnzx4EQUgoAkxHKmKqIPVpXAJuII775IhEIrzyyiv84x//oKuri4KCAs444wxWrlwpW0QqCVKeEdEwiGHQJreFmYuRPcnEI17aSipWKikpYfr06RiNxmG3K7PRL9N5x0gy4HvpJSxXfD4lkzAX79NYkPf9EARESynqrr2ovG1QNLi7oiiKssuW5M4oka7KykpZuzfXX+AlOSqp6E6qrHctXUrst49DKIR+6xZmVXwH/gvugBt/xI9Rkyjb1t+BTDJTiJeZkwrncnFLWBCEBNUB6f5K16WpqQmtVovL5aKoqEjWpB5ujRrpueOJcq5ASTu0SuoLDB4Zl2oKLBYL1dXVssqM2+2mra2NHTt2oNfrU2pqkkoosRgxVTguSf7f//1f/vd//5elS5eyd+9efD4fmzZt4o033uDBBx/Eah1ZpCdfoNVq+UJFC5aHphM8/ZuET745qePlirpF/+3ncDiM3W7H5XJRU1OD1Wod1SKWLTKmra5GN2cOobo6wk1NhBsb0U2blpJj58J9SgXyvR8xaxlIJPkYRFEc4HAXDAax2Wy4XC5qa2ux2+05R/76I/7B2d7eTnd3NxaLhcLCQubMmZNQyHbk1FPxr11LtN2NoWk/Nq2N7nA3B3oPMNk+tDV7fzMFKULb3t7Otm3bEiTacjW6pVKpZMLRvwBwz549gxYAxt/70c4BiSifOeFM5hbOTXV3xoR8n8f9kWtjLBmIojisFKRKpcLhcOBwOJg0adJxTU0KCwuzvtultBeZVGJICTjJWe/xxx/nqquu4pZbbsFsNvPTn/6UpUuX8thjj/HNb36TaDSa8w+nkUKr1dIdEhAiQdSHPiCc5PGyRSYH236WKvhnzJiRNKHIZsTSdMH5hOrqgL5ocipIct5HYI9BCYtczHLM6r77YMJuR09PDwaDAafTyZQpU2SnrFyPfsQXq7ndbnkLdjh5NuPSM/CvXQuA7823WLBgAb6IDzE2uvStwWTm2tvbOXr0KI2NjRgMhqTcxzKBeEOIWCw2IL1EFEW5D1KR4GjngiAICQS5M9jJe4ffY3nV8lR3Z1RtUgKUkpMsYSzj63imJjt27MDv9+NwOORxnKye+WghiqJixluqMeSKuH37dlwuF5/73OeAvgm7d+9eBEFgwYIFfPjhh4Cy3nh1Oh0b3TqYAur9GyEmgjD2gZopdQupCEYiFZKJh9PpZOLEiWM28RgKWSXJy5bR+YtfQiiE75X/YL/1VoQk+6Ykkpyv/RBFkUAgQDBmwaq2sH9fK3siW3E4HJSUlDBr1qysGVOMBqIoyhEjt9tNb2+vHPWsrq4ecTGPafFiPIIAsRj+tW9x7y1/S7pt8VvCUoRWelDv2rUr4UFdWFg4qJFCtiHlglZUVFBRUZEQnZfSS1QqFRqNhsOHD8vEfzT98IV9fHnNl2nsbKQ71J0VHWUlRfaU1BdITX/6m5pI6WOSk6UoisOamqQSSnuRSSWGJMkSwZMiC3q9XiZaXV1dsp2pkga/Tqdj81ENMa0Zld+D6sh2xJLZYz5eukiLVOQTv/0smXiUl5fjcrnSWqyTTTKmstkwLlmC//XXETs68L/5JqZzzknqmEoaw/kEybZcihb7fD6sxZ9EU/FZQqEQ0d5egsEg4XCYUCiUczJnEuLzZz0eD1qtloKCAiZOnDhmlz51QQH6OXMIbt1KuGk34f370U6YkNJ2q9VqWaJN6of0oG5ubpaNFCS1iVzUhI1GowSDQQKBAH6/H0EQMJvNaLVaGhoaCAQCcgGgpDgwHBkwaox8ouQTNHY28tP3f4pWpeXiiRdnqEfKwzhJHh4mkwmTyURlZWWCfX17ezu7du1Co9EkkObh7ORHC6Xdo1RiSJIsbc+1trZSVVWFRqPh4MGDPPPMM2zZsoXvf//7gLLULbRaLf5QhGjlaWj2vI5m71uEkiDJqcxJ9vv9CYRCFEU56jN58mTMZnPGBnm2I5bmT16K//XXAeh99tmUkOR8jcDGI9f7EY1GBxTcSS931dXVFBYWotPp5DUlHA7LD4q6ujo5uiIRnmypNkjkXmpbIBCQpZ8mT56csqiP8YwlBLduBcD/1lq0V3yesBhGq0rdrlA84h/U8UYKzc3N1NXVYbPZ5Gtvt9uz8lCNd0Vrb2+ns7NTLkycPXt2Ql63VKQsEf89e/bIttpSAaBerx/QD0EQ+Or8rxIjxlM7n+J/N/0vFq2FsyvPzmg/lUJalNQXSH9/+tvXD2VqIs3Fsb6Ix2O8cG9oDGkmMnv2bCorK1m3bh1XXHEFVVVV3HvvvTQ2NvLVr36Viy++mGg0qqgLq9VqCYVCRGrOQLPnddR73oBPrBrz8eLtm0c7qeILlTo6OggEAnKh0oQJE7KqhZrtgkT9SSehqaoi0tpK8P0PCLfsRVtTndQxc5lcjga51A+p4C7e4U4qGpVyiy0Wy5D58VqtVt6SlKIr7e3tHDhwgB07dshFb+nO4etvV9vR0YHBYKCwsJBp06alrejGdMZSOh98CID21//N5bY/YdQYeebcZ1J+rv7ob6QQCATkAsB9+/YRi8USKvXT+cIimTi0t7fT3t4uFx9KaThDRdWkqLLZbKaqqkrWgJeKp+rq6rBarQnFU9JYFASB2+bfhjfs5fk9z/PdDd/FrDVzaumpaetnPJRELJXUF8h8f/rPRYkbSFFmr9crO26OVcEmXTnJSrjvQ67ss2bN4sknn5QfuhdddBHTp09n0aJF8rabUgr2JOj1eiKRCOFJyzGs/h7qA5sQeo8QMxeP6XjSABnJpIpGo3R1dSUUKpnNZnliOByOnCmqyXbEUhAEzJ+8lK77HwCg97nncHzttqSOl0vkcqzIhQVpsHFsMplkMxrJJGK0hDY+ujJx4kRCoZBMWrds2SKTNok0JyuvJEWxpZ9IJILT6aS4uJgZM2ZkJPVDU1uDprKSyL59qOsb8J0l0GnUEBEjaFSZXQv6a8J2d3cnvLCYzWb5Ie10OpN6YYkvMJReSqTI2axZs8YsYyeljxQUFBCLxRLG0NatW4lGozidTrnAymw28z8n/Q/esJc39r3BN9d/k0eWPsKcwjlj7tvHEUpYW+ORbdKv1WopLi6muLiPl8QXB2/dupVwODxqU5Ns9ymXMeRKKzlXQV+umtls5oQTTsDtdhMMBonFYnKxjdVqpaqqKmONThekSHLMWk5o7pWIrknE1GPPw4vf9usPKTImkYmuri5ZC7SyshKn05lTOorxyAVSaTr/fLoeebSvgO+lf2H/0s0IY4xm5UJ/UoVM90MURfx+vzyOOzs7AXA4HJSVlTFnzhyMRmPKo7w6nY6ysjLKysoSSNu+ffvYtm0bVqtVJjsjSQ2IP4bb7aarq0uWaOq/jZ8pCIKAcdFCev78F4iKLGjV8c7UKId9h6mwVGS0Lf3bJcnMTZo0KeGFIl5mTnphGckLhVREKEWLQ6EQLpcrbS8lgiAk6EtLpkoej4fDhw+zc+dODAYDLpeLW2pvwRv0ste7F5vOltJ2DAUlkRYl9QVyLzUhvpA13tRESjGKNzUpLCwc1AdhvHBvaBxX3eLWW2+loKCgr4gmGiUajcrpA1J4vrOzk8WLF/PLX/4yk+1OC3Q6HeFwn/Bb8JyfJn08aSBKkyqeTHR0dADgdDopKipi2rRpw5p45ApygVSqHQ5My87G9/K/Ebu68a1ejfm888Z0rFzoTyqQibEjiqKs+SmNZb/fj81mw+l0UlVVlXHDiv6kTYoQtre3s3nzZoCEKLO0EyZJibW3t8tWswUFBVRUVDB37tyccKoznn56H0kGTt2r552pfg75DmWVJPdH/7QYKTXlyJEjMtmUrr2UmiLlC0ukOD6FZcaMGQmpD5mASqWSx1B/5Y/mpmZWhlaidWkJHwnTEe1Iu0SXkoilkvoCud2fkZia9Jd91Ov14xJwx8GQJFmyJpZ0/TQazYAfrVZLJBJh+vTpGWtwOqHVamWSnApIx9q5cyddXV0J+ZjV1dWjNvHIFWRK2m44mD95Gb6X/w1A7zPPJkWSlYB0kf1oNCpHJ6RdD51OJ0sMSsoHuRKJ6B9l7urqor29nZaWFurr62WSHAqF5GK0qqqqrOb5DwX9iSci6PXEgkFmNQVhWYxDvYey3awhIQgCVqsVq9VKTU1NQpGjpDYhPZQjkYhcRDd9+nTMZnO2mw/09UGj0chb2rFYDL/fL0fnWlpa2B3ezZSCKUwpmyJbfytlHUkHlHRtcpkk90d/U5P4+bhnzx62bNmC1WpFr9cTjUaJRCIpSetUQtBJwpBXY8qUKTz77LOZbEvWER9JBiDYg3bniwCE535+2O8PZuIBfeQ7FSYeuYJcibzq5s5BO3ky4aYmQlu3Em5qQjt5aDeyoZAr/ckViKIoi91LBXeRSERWU5k2bRpmszkvxrLf76enpwev14vf70en02EymYjFYkSjUfx+v/xjMplyTuZMZTCgP+EEAhs2YO0MUdmups3XNvwXcwShUAi/34/P5yMUCqHX6zEajXJ6g9frRa/Xo9Pp0Ol0KdVzTxUEQUhQ/nhr/1s8+e6TlARLuCV4C9Ft0ZS7p+UTERsOSuoL5Hd/NBpNguyjtOvW2tqKz+fjjTfeyKqpSS7iuDN5qFza/hAEIW8HTTz6R5I1e9dieO0ORKOL8IxLQZtYRS1tZUikuLu7W85jq62txel0sm7dOqqqqlKua5hN5Aqp7Cvg+ySd994LgPfZ53De8c0xHSsX+pMskrkvkUgkoeDO6/ViNptxOp3MmDEjZ93Y+iN+m9ztdssGGYWFhUyaNClBnk0y4ZEE/Ldt2yZHlgsLC3Nmp8e48HQCGzYAMH9PjEMn5W4kWUrFkdIoJHk8SQkk3gZbkrZqb2+nubmZ+vr6BLvpkRqvZBpTnFNwGpwc8B/gj74/cv/C+/F19UnN1dfXy4VT8QWAH2eikc+kcjAoqT/SrlskEkGtVjNz5swhTU2ksayUvo8Ux33qDXYxlHyB+keSI5NXINoqUXXvQ7vtb4TmfYHe3t6EIiVJnqWsrIyZM2cOIMO5QihTiVzqk+nclXQ9+CAxvx/fyy9j//KXUFksozpGLvUnWYy0H6Io4vP55GhxV1eXvDVXUVEhbyHn+sN9MCUEKecu3r56MKhUKpxOJ06nk8mTJ8tV4u3t7ezduxeVSpWQy5ytKKfx9NPp4BcALNlnYa+9NivtGAp+v18mxR6PB51OR2FhIVOnTh32+kvSVpBYpd/a2ioXHKVKsSRVKDeX8+CSB7lpzU1s79jOjz/8MT89/aeUlZUhiiJerxePx8PRo0fZtWuXbC4jkWatVvuxUhtQUl9Aef2Bj/o0lKmJZGMvjeWRSD8q5Rrlfmgog9BqtUSjUURR7NtKVmnonfdFrOt+CO88xNvd1URjAg6HA6fTyaRJk4Z9s8q2pnA6kEukUmWxYDp3Jb3PPkest5fefz6P9corRnUMpUzm4/VDygGNL7gLBoNywV1tbW3epANJ2ssSMZbUFKTc1vho5WjQ3+443kyjvr4eu90uE51MWjZrqqvRVFQQOXCA6mYfiyovy8h5h4JkvS0R4/ho/ZQpU8YcbRrKbloyUIjXxc6G2kg8am21/Hzhz1n11irWHlzLg1se5Lb5t6FSqWSpwv452bt375ZNWSTSPNScUxIRU1JfQJlKEIMpdgxmaiKN5dbWVurq6hKkHwczNVHCfR8zSVbawAfkSMXvfvc71q9fT2FhIReuOIvlGisG/yFOtrShnf+ZUU2QXClySyVyiSQDWD73eXqffQ4A71/+guXyzyKMIjVASfco/r5Eo9EEmcHu7m65IHfy5MnyopbrC74kzyZFebu7u2WXtWR0c4+Hwcw0JFIuWTZLhDkVjlfHgyAIGE4/De/f/wGRCIFNmzCdcUbazjcYpGixZL2t0WhkUpyOVJz+BUdSjrzb7aauro5oNJpg05sNy/K5hXO58xN38t13v8ufd/2ZCksFn5786YTPxOeAxmKxAdFyQI6WDyXPle/IpWdFKqBEJYiR8DlpZ62goAD4KFjhdrtpbGzE5/PJL4Aulwun05mJpqcdI17ZYrGYnLeiUqkSLmg+E+ZAIMDbb7/N66+/ziuvvALAfffdx8KFCznzzDM5fek5iKYbYMMvcW77Pb4Fnx3V8XONUKYCudYnbU01hsWLCaxbR/TwYfyvv45p5coRfz9fx25/SPfkwIEDcsGdZF9eXFzMzJkzMZlMOU+K4SN5NuknFovhcrmyJs9mMBiYMGECEyZMSMillaKD6Y4yG09f2EeSAe+Gt9EtXphWQ5H4Pra3t+Pz+eQ+9s/tzgR0Ot0Ambn29nZZ09hoNCZEtDK1I3JO5Tkc8B7g0fpH2dGx47jPQkEQMBqNCeNIqgOQTFmkfkgBm3x+tkpQWuRVCfekP8ZC/LVaLSUlJZSUlACJ6VJ1dXXMmzcvKy+vqcZxV1np7b2xsZH//ve/uN1uNBoN5eXlzJgxg8rKSqqrq/NywDQ1NXHzzTezfv16ioqKWLZsGV/+8pe58cYbeeutt+S3JYDw/GvQbXoE9ZE61C1riNaeNeLzKDXdItcir9YrriCwbh0APU89jXHFilGNy3y9R/GKKh6PB4Bdu3ZhtVqZOHEiZWVlOakY0B/x6Q1ut5uenh45KjF//vyckmeLjzJPnTo1Icq6Z88etFptQpQ5FVFWwwkLQKUCUaRhzTNYrzuXBUULUtCbjyBFy6XcYilaPmnSpLRHy0eDeJm52tpa2bba7Xazc+dOuVgwU8VGV0+/mlpbLUvKl4zqPPE58ZKL5L59+zhy5Ag+n49YLMamTZsSXr5yZQ6MBvm6tg4FJZLkVLzIxKdLRaPRvByrg2HQ1TsWi9Ha2spvfvMb/vGPf7B3716cTid2u51IJEIgEEClUnHyySezZMkSzjnnHGbMmDGqE99111384Ac/SPjdtGnTaGhoAPoW7K9//ev85S9/IRgMsmLFCh555BH5rQWg9f+zd95hUVzrH//OFpay1GUBURFsKEYssWGLLZZYsOTeVDU9PxPTjImJMYlplph+Y8q9yY0396YYIwLWaNSosfeCiopdhG3sssD2Ob8/8JzMIiBlYXdhPs/DEzPM7s4ws2fe8573/X4vX8aMGTOwdetWKJVKTJ8+HQsXLqzRQyk6OhqTJk3C0qVL0bFjR3AcB4vFgieeeAJ2u9397xEcBUe36ZBoc0DCWtXqPH0xoKwvvpZJBoCAnj0g79wJjlOn4Th9GraDBxHYq1eNXuuL51MVLpfrpoY7qVSKqKgopr1NSxPOnj2LS5cuuQVsvlRzXHEJn9oGt2nTxs30w9cJCgpC69at0bp1a7d63XPnzqGsrIzV69YnYJOEhiIgORn2U6fQRgvkFuQB9QyShRMTnU6H0tJSr2aL60pFTeOysjI22crLy3NrnGuIYJ/jONzR8q/yF57wMNvNCFeE3/K1drudTUz0ej0kEgmio6PRtm1bBAUFsetz7tw5yGQytwbAgIAAv7g+TS2obGrnA3i+hKSpKJ4BVQTJ2dnZmDFjBnr37o1FixZh8ODBrAOZcvr0aaxZswY///wz9u3bh//973+1/vAuXbrg999//+tgBMHtCy+8gLVr12LFihUIDw/HzJkzMXnyZOzcuRNAebAwduxYxMXFYdeuXbh+/TqmTZsGuVyOBQsW3PKzIyIi8PTTT7ttow/lygxFbINeASQyoJYX3p8CsJrii+fEcRxCH3wQhtfmAQBKfvihSQTJPM/D4XC4NdzZ7XZmStO+fXuEhoa6Bb/h4eFo3bq1mxzX6dOnmdVvdHQ01Gp1o5cs0OOhQRlt+FKpVGjbtq3PSK7Vh4p1ezRgo6UZAQEBbgFbbbLMgb1uh/3UKQAAf/QE0PXuWh+fUMHDYDCw401KSvKqgoen4DgOISEhCAkJQUJCAlwuFws0haUx9Bp5WmbO6rTizX1v4mrJVXw99Gso5e5KO1QxgAbGxcXFzEI9MTHxpu9AeHg42rRp4/bduXDhwk0NgI3tcllb/P17LaQpBslNrSTGk1Q6Qsvlcvzxxx/o2LEj2+Z0OgH89cfs1KkTOnXqhNmzZ2P16tV1+3CZDHFxcTdtN5lM+Pbbb/Hjjz9i2LDy0obvvvsOnTt3xp49e9CvXz9s3LgRJ0+exO+//47Y2Fh0794d77zzDubMmYP58+fXKQtFnZYqdd2TVnh4EFKjgLmpllv44jkFDRsGaVwcXAUFsP65E44LFyBPurVclq+dj8vlgslkYvblZrOZ6W937NgRKpWK9QZUh7C5LDk5mUmlFRQUIDc3FyEhIVCr1azL3tMDP5Vno1m9oqIiFiQ2VMOXryGUVBJOWs6ePQuLxeKmp3srVQ5Fz57Af8uTEbLTF2v0+UItaJ1Oh5KSEqYFnZSU1CQmJtVBVydUKhU6dux4k8wfx3Fuklb1lZkz2U04pjsGg82AeXvm4cOBHwI82GfqdDo4nU5mf96tW7cafabwu0wIcavZP3LkCNOzrem91Jg0taCyKQaUTbEZ0VNU+oS6qxJ738oeZvQPO378+Dp9+NmzZxEfH4/AwECkpaVh4cKFSEhIwMGDB+FwODBixAi2b6dOnZCQkIDdu3ejX79+2L17N7p27epWfjFq1CjMmDEDOTk56NGjbkuRt7SmthRBsetDgJPANuztW76frwVgnsBXz4mTyaC89x6YPvkUAFDyw4+InPfarV/n5cGB53n28Kb624QQREREIC4uDrfddhuCgoLqNTBzHAelUgmlUonExEQ4HA6mf3nkyBEAYA/Y+mQUhR3Per0edru9SjOJ5oYw0AHKs8w0cDp37hwUCoVblrliZjDgRtLiot2O4/tOIfHcObSvxGGSBlB0CZ/jOERHR/tdGUtDUJnMnE6nw5UrV5CTk4PQ0FAWMNdFZi42OBYfDvwQ/7f1/7C7YDfe/v1tDJYMhkKhgFqtRpcuXRAZGVnv73LF86DZ6evXr+P06dNMK5x+n2Uymde+d00tSG6KASUhxOMrEU3lb1RtGofOeh0OB5xOJ+x2O3ieZ4Lpffv2BVC3L0Hfvn2xbNkyJCcn4/r163jrrbcwaNAgnDhxAgUFBQgICEBERITba2JjY1FQUG7JWlBQ4BYg09/T39UFjuMgl8tvqkkWItWdQsCRZSCcBI7b7gUfk3LL92xqNcm+nB0PSU9H8b++KddMXrcOoY8+AlmLFtW+xhtBPy2hoD9lZWUIDQ1FVFQUWrdujYiIiAbNssrlcje1AJPJBK1W66YJTLPM1dXRCpeP9Xo9TCYTgoODoVKpkJKS4vPLwN4kODgYCQkJrCxA2Hxms9nY5EKlUiEkJASmgAA8nn8NO81m4AIwr1s3jBgxAt999x0kEgkLuGnTIw2MfdW5ztsIZebat2/PLHoryszRa1CdayrN2Gu1Whh1RqQHpeOX0l+wwbgBA24fgIFtBzboeYSHhyM8PBxt27attJFRqL7S2E2wTS1IbmrnAzTNc/IU1T6Fe/To4TZrok0RZrMZbdq0QV5eHoC6zRjGjBnD/p2amoq+ffuiTZs2+OWXX7xq4XyrTLKrdX84OtwF+dl1CNzwPMruXw3Iql4u89Wsa33w5XOSKJVQ/u1vMC9bBjgcMC1diqh33qmRw1VD4nK5mFujwWBAcXExZDIZoqKikJiYyDJ83ljG4ziOBQsdOnRwc1DLy8uDQqFgD9jIyEi4XC63TCWVZ2vRogXLeovcDCEEDp7A6SJwuHg4b/zbyfOQcBxaCPR0D1/U4rq2CDmnrsNoPgOZLAD//mA+TpeY3d5zy5YtSE9PxzvvvOOXTY++BLXobdGihZvbGM3OBgUFsYBZ+D3QarVuTXft2rVD76je4HI4LD+7HIuOLkIndSckhCY0+DnQRA+V5hI2MhoMBqbxLSzNUCgUDRogNbUArKmdD9A0s+OeotogedGiRZBIJJBKpZDJZCCE4OzZs/jpp58wdepUjx5IREQEOnbsiHPnzuHOO++E3W6H0Wh0yyYXFhayGua4uDjs27fP7T0KCwvZ7+pKQEBAtZlkALANfxfSq3sg1Z5EwK4PYB9c9ZK+RCJpcplkXw6SASB06oMoWbkSxGyG5beNMKljEP7MTHBVBKANke3neR52u92t4c7pdLKmoY4dO0KpVPpkllWo1kADgfz8fBw7dgwulwtA+bK1Wq1Gt27dEB4e7rUaPUIIHC4Cm5OHzcnD7uJhd/JQyCRoEV7emMgTgu1n9bC7buzjJLA7eTh5HnYXQauIQIxKiWHvuWTTOdicPBw3AtjyQLY8sG2vDsGzQ9uyfR/97xGYrI7yfW/s77ixf6dYJf75QDe279BPdkFjrnxsSY4Nwaon+wAovx/nrj2PywbLjd9K4TBcRv7hvTe9jud5HDp0CC1btkSHDh3q++cUuUFFtzGn0wm9Xo+CggIcP36c9ejQMooePXrcVNf/bOqzyC3KxRHdEczbMw/LRiyDhGvc70lVjYwGgwGXLl3CiRMnoFQqqy3zqS9NLahsaucDNM06a09RbZD8wAOV2/umpaXhvffew7PPPuuxjEVJSQny8vIwdepU3H777ZDL5di8eTOmTCm3YM3NzcXly5eRlpbmdgwajQYxMeUPuE2bNiEsLAwpKdWXQFRHlY17AkhIDGx3vo+g7McQsP8ruJKGwdU6rdJ9fT2grAu+fk6SsDBEzHoBRW+V14yX/O9/cOXnI/Kt+ZBUoujgqQHP6XQycwCj0Qiz2Yzg4GBERUWhU6dOPqU1eyssFgtbejYYDOA4Dmq1GiEhIexBe/XqVRiNRqaWEaIMhc1VnhUNkpc/aG1OF07km2Fz8LA4XbA6+Bs/LlgdLiTHKjGwfbkShMniwLvrz8J+I9gtD2j/CnyHdIzG88PKA9RSmxMDPtgJu6vyyc2YLjH4cEoXAOU9tk/9fLzKcx3cPsotSP5p/zVYnZW/r8nidPv/04UlKCqrfLwwhrlvl1XyEJJJOMgkHAKk7r9rFREIEAKO8ABxQZ9/HflVngGwY8cO5nIlPuw8By2DoSsr1AI9LCwMAGA0GpGfnw+dTneTPa9MIsOCtAWY/edszOoxq9ED5MoQNjJWVmLidDpvagCs7/3ky8+KutAUg+TKbKlFyqlT0WN8fDw2b94Mq9Va5yB59uzZGD9+PNq0aYP8/Hy8+eabkEqluO+++xAeHo5HH30Us2bNYgPSM888g7S0NPTr1w8AMHLkSKSkpGDq1Kl4//33UVBQgHnz5uHpp5+uc4cyx3EICAhgWYLqcHYYDftt9yDgxHIErn8epdM3AYqwm/bz5frduuIPddYh48aB2B0wLl4M8DwsW7bAWVCA6A8/gPRG4xSlrufD8zwLJmnDHcdxiIyMRHx8PKKjoxEYGOgzg4+T52Gx8yizu2BxuBAWKENUSPn3V2+2Yt3RK9AZzTAUl6DE6gAnUwByBThZFO5MiUPXLuU1/1eKLHhvcxEs9hCU2R2wOq7C5rwC543b/J5UFeaO7Qy5XA5diQNTlx2u8pj+fns8C5IJAdaeKKxy346xf8lpyaWSSgPkAKkECpnELeiUSjh0axkGqYQr/92N38ulHORSCTrFuct0PdI/AYQQyKSS8iBWykEmKd8/Lsx9bHl/UgpcPGHvJdw/ROGekfv1iV6QcGDvJZO4a4kK67uf6GhHcXEplEoloqNjYRo4DIP/O7/Kv018fDxycnJYECe0ORapHcJyI4PBwMqNUlJSKp2ECOXZKsrMRUdH49th3/rMGCCE4zgoFArEx8cjPj6e9Rrp9XoUFhbizJkzbpKFtKG3tgFiUwoqCSFNMuvq6WvUlGKeaoNkrVYLq9UKh8MBu90Om80Gg8GAL774Arfffnu9lmWuXr2K++67D3q9Hmq1GgMHDsSePXugVqsBlFtDSyQSTJkyxc1MhCKVSrFmzRrMmDEDaWlpCAkJwfTp0/H227dWnKiOWzXuCbENfQuyK3sAuxkSQx74Fjcravh61rUu+Ms5KSdPgiwuDvq5c0FKS+E4eRKa6Q9B9dGHCEhOZvvVdHDged7tgWg0GmGxWBAWFobIyEi0adPGI41qDhePUrsLpTYXyuwuRCvliAwuD2Y1Zhu2n9XD4nCh1O6Cxe6CxfFX4DvutlgMTS6fBOTkm/HsiuPlv7PzNwWVMwa0QnoHBXQ6HY5fLcLiI8KBXwLAceMHaBmpxOgufzXKntGUVnn8GkMRtm3bhoiICAQoI5EQqUCgXIYguRSBcgkC6X9lUnRr+dfEMlghxZyR7aGQSSCnwa6Mg0JaHtjGhP4VoMqlHH5/Lg0K2V9BsVxatYD9T4/eXpM/PQBg5pBbywZSBrSLuvVON4gIunkVgaqM0PpuKuVVmf32iBEjsHXrVlbyApSPg0OHDsXo0aOZXTMNcnJzcxEcHMwC5rqoNTQHaNMdDYxLS0uZAUzHjh1vqchSUbVEuApDZeZokFkkK4INNo+7JXoCiUTCSkwSExNZFt1gMODs2bM4duwYawilspE1uZ+aWpAMNB3lBkpD1CQ3lb9RlY57HMfhtttug1arZV8EiUQCp9MJqVSKrVu3IiQkpM4f/PPPP1f7+8DAQCxduhRLly6tcp82bdpg3bp1dT6GyrilBJyQACUsE/4FEhINEhJT6S7+kHWtLf4SJANAYP80xHzzL+iefwGuwkK4NBpoH3sckW/NR/Cwv+zFqzofl8uFkpISt4Y7hULBrGSpvJLVRSCXSCC9kcHUldhx/FpxebBrd6LU5roR+DpRanchPTUOvdpEAAD2XSzCvOzTLDCuGMy+NroDHuhT7vR4SV+GN9bkVnm+ybFKFiRzHHDdZLtpHwkHBEiAK1cuQ3fDvndgi0T8ab6MkAAZggOkCJJLERxQHswGyaVIFQSzMaEB+ObBbgiSS6GQSQTBb3kArJBJYLthcazVavFSioXVbtLmv8oergFSCab3a13luQnhOA7x4Y1rhuIJaCBLAzKTyYSQkBBER0eja9eu1Qayy5Ytw0MPPeRmwDR06FAsW7YMgLtdM5X5o6UCFdUa6CpHc8XhcLg53QFg2tH1NVUJCgpCq1at0KpVKzed6q1ntuILzRcIkARgccpitI9r79V6/uqgngFCJ0NqW07rmQG4OQAGBgZWGRg1lYCpqQbJTTE77ikqDZLpDbBmzRo4nU7IZDJIpVJwHIfLly8jMzMTDoejSc0QKbUKkoGbJeCcNje1C38KKGuKv52TvH17xCz7DvqXX4b9+AkQqxWGOa/A+cQTCH3sUbfzcThduKgtxtlrelzQmNBSXooIOY+IiAhcdymx8ooEVidQai9Fqd2EUts5lNldIAAWTeyMCanlTaNHr5nwzPITVR5TSlwoC5IJAa4arTftEyCVIDhACongOxatVGBIB1V5ICsIZoPkEgQHyNCz9V9WuImqIPz73k6wlRbDYjbCVmpGeEgg4mL+UqoQZr3/9UDNsqIKmRT921a/b8XmP4PBAK1Wi5ycHGamIOyub8oIg1WdTgeXywWVSoUWLVqga9euNQ5WIyMjkZWVhXPnziEvLw/t2rWrVCeZUlHlgAbnVK2BBud11QT2J6ixjVarZZOT8lKWaHTv3r1BzHSA8sRSZGQkIiMj0SqpFdZtXoezprNYen4pphVMAwcOUVFRrE7YV8tjOI676TtdXFwMvV6PK1eu4OTJk0z6saKbZFOKE5pykNzUzslTVFtu0bt375u29ejRAykpKbjnnnuQlZWF1q1rlvnxFwICAmoVJAuRnfsNii2vo+xvP4NEljcYNdWaZH87J2l0NNRffomiBQtQtm49AKD4n/+E+cw5/HbH3Tiut+Patt24bHLALkjkvj68Fe7omwSZTIai01ocuFJ14Ftm/2sZPDokAF3jQxGikCEkQIoQhRQhAeX/Dla4Z2ZTWoTih4d7QqmQIjhAdmNfKeTSm4OWpOhgfHFfapXHYLfbcf36dbbcS7OH7dq29NpDWCqVQi2QNyspKYFWq8W1a9dw6tQpKJVKlmVuCpq+woCUluXQsodbZYtrQvv27asNjitDmGVOSkpiZR60YUvo2KZSqZpElpmWRtHAmNqy13Zy4ikCpYF4t9+7mPb7NJwqO4X89vmY0GKC28RFGGj6ssa4VCplwX+7du3c7idaG09LVnie97vnRVU01SBZbNyrmjo17gUEBCAvLw8lJSWePh6vU5uaZDcID/n+ryAx5yNo1cMouz8bCAwXyy18CE6hQNgbb4K0SYLlqy8BQkD+2IIOR87gp74PQx9UnoVVyDjEhwchPlyBljF/ZURuiw/F+5NS3INexV//DpL/Nch0axWO5Y/1qtFxhQbK0EOQAa4NQtcwvV6P4uJi5hqWmprqc8u5wmCtbdu2sNvtLMN6+fJlpjUrdArzB6iBg1AFQaVSITY2Fl26dPG5DGFFMxnaMEgnLjTLXJvaU1/AKijzMRgMCAgIgFqtRufOnW9aOfEGiWGJeKH7C1h0cBG+PP4l+sT2Qce2HdG2bVs3t8qTJ0+6uVWqVCqfdaukDe9UY9rlcrFJcF5eHlwuFw4dOuT2vQ4ICPDJc7kV9LnnL9+HmuLpTDLHVd0f4m9wpJpo5/jx4ygqKoLL5WKNeyaTCf/+97/hcDjw66+/1kuT2BcZPnw4JkyYgEceeaTWr+VKNQj+31hISq7DmXgHLBOX4fTZPMjlcrRr164BjtY7UJMJ6rjo6/A8j/yiUizbdQkbzxgxNB4Yqz+KuJ9/hsRWXrNrCY3A6ceehywhFgH2YoSFKpm0ma9lN2kgIJRno8u1KpXKb8sXeJ6H0WhkgWZZWRkLEqjzn69Al+/pdSgqKmJmE9XVXfsDQlkwnU4HQoibwoEv3V/ULZIGxqWlpTV2i/QWhBC8vOtlbM/fjsTQRPxnxH8QKAu8aZ/S0lJ2HYqKityUJoTlDL6AUCpPq9XC6XS6fReE51JaWoqwsDC/yJhXxGq14o8//sCoUaN87r6qD7t27ULbtm09Fs/xPF8ug+hD92hdqTRIpqn33r174+DBg+zhJJVKoVAo0KlTJ3z00Ue4/faad4z7C6NHj8aIESPw5JNP1un1ksITCP55EjinBY5OE3Gs/dOQSOW1Xh71ZfR6Pc6ePcvk+HwRWjOXe0WD/x3W4c9rTrhI+aB2W2wQ/vtQD5BLl6Cb9SJc+eUKtJxCAdWbbyBg+HA22FMnLVou0BBi+zU5F6PRyIKWsrIyJjGlUql8Loj3FGVlZW5SXDQIVavVXqmhFdr9CpfvhZm+pgYhhK1U6HQ6tlIhzDI39r0nVATR6XQA3BvI/EGL3Ggz4oGND0Bn1WFm6kxMTa7enEuoqqPT6WCxWBAREcHGgNDQ0Ea/Dna7HVqtlmXt5XI5GyermiQSQmCz2dwml9SxUyhb6KvjmcViwbZt25pckLxz50506NCBeU7UlyYfJFMKCwvhcDggl8shlUohkUgQFeXesNPUCr4nTJiAtLQ0zJw5s87vIc37HUHZj4HjndAljMWl1FnoKJAc83cMBgNyc3OZsYsvwPM8rFYrc7fTGoqw6QrBpqscbDdKhXu2DsNDaQkY3EHFdHRdRUXQzn4JtsN/afmGP/Yowv/v/8DdcEssKipiQbPNZmMPZLVa3SBZNaGVLM0Wy+VytyySPwQCnkRYzqDValnzm1qtbrDsJr0ONBgrKipCYGCgW4bMXzJgnoJmmYWqEMIApyHssIVZe51OB6PRyMpB1Gq1VwJ1T7CvcB+O6Y/hoU4PQSapXTBBZeboBFJoEtJQtuTC5ketVovi4mImCadWq6FUKmt9HWi5GB3nTCYTgoKCbsqY+8r1LSsrw44dOzBq1ChvH4pH2bFjBzp16sQkeOtLswmSK4MQwmTg6EyR1tz66/KikClTpiA1NRWzZs2q1/vIclcjcO3T4AiP891fhXr40x46Qu9TVFSEU6dOoX///l49DqfT6Wb7XFZWBqVSiaioKHx+sBSbz5kAAD1bh+OF4W1xe0JEpe9DHA7oFyxEaVYW2xY8bBhU77wNiaCWtLKHRGhoKMue1OUhITwXmqXU6/WwWq2IvCHP5qvLxt5CWEOr1WphNptZdlOtVtcrq0aXjWkAYrPZ3OpCfankw9sISx1oPbxQR7c+Kxw0c0oDY5vNJpqkVAEtU6Jjh9lsditnCAsLq/OzmSYJaPMjTRLQchZPTk5pbEG/fwaDAVarlTUARkdHIzQ01KtxRmlpKXbu3ImRI0d67Rgagu3bt6NLly5QqVQeeT+Xy4WAgIAmESRXegaXLl2C0WhEQkLCTU0bHMexLJbVasWFCxfw008/YerUqejQoUPjHHUDUlPHvVvhTB4Pq9OK0tw/oI8fCs/Mz3wDbyl2uFwulmEtKiqCyWSCTCZjRh40oyiRSPBcVClydcfw3LC2uKtLTLUPa04uh+qN1xHQvj2KPv4Y4HmUbdkCx9WriPn4I8hatCjfj+OgVCqhVCqRlJTElht1Oh0uXLjAmoSqW26kVKaAQDMoycnJXinr8Bc4jmOmB23btoXNZoNer4dWq8WlS5eYmkZNazdpvSTNFlOHNfE6VA/HcYiIiEBERATat2/PrgNtwqS18sJmreqgtfY0OyqXy5vNdbC77NhbuBeD4gfV+rV0hTcqKgodOnRg10Gv1+PIkSNu5Qw1US6hGtIVy80a+jrQ2EIoW0hXcgwGA86fPw+pVIqoqCi3FaTGTB40tZVzSkOYiTQVKs0kX7lyBVOmTIFMJsO9996LtLQ0REdHQyKRwG63w2Kx4MKFC9i7dy/27t0LjuOwdOlSJDeBkoJp06ahRYsWmDdvnkfe78KFC7BYLEhJSSnXUJbKAc6/M+7FxcU4duwYBg4c2KCfw/M86/g2GAwwGo2w2+0IDw9n2qKhoaGQSqUotTtx4KIRd3T8y3LayfOQ1TLrYNm5E9pXXwUpKXeUk0RFQb3kfQT2qN4hSyg3RRtXhBmXgIAA2O12VjIglGejS6RNsaa1saFZNTp5sVgsbhnI4ODgm7KUNGsv3Ed8YNQPoeqKTqeD2WxGeHg4C9TCwsolEIuLi9m1KikpYftER0fXa2XGn7A4LXjo94dw0XwRXw35yqNufLSmnE5eiouLmRwh1ceWSqVuGtJGo9EnZRmFvRl6vR4lJSVMyaexyp/MZjP27t2LESNGNOjnNDZbt25Fjx49EBER4ZH3a0qZ5GrLLf73v//ho48+wsmTJ9mNSL90FosFXbt2xRNPPIG///3vjXnMDcpjjz2G8PBwzJ8/3yPvd/HiRZSWlqJL504IXPN/gDQA1tEfA1LP14w1FmazGUeOHMGgQbXPetwKl8sFk8nESijMZjOCg4MRGRnJAkphqQ8AXCmyYOby4zivLcO/HuyGfkmR9ToGx/kL0Dz/PJxXr5ZvkMkQ9fLLCL17So1eT8sBNBoNCgsLUVZWBqlUCpfLheDgYPbwaeoGDr4ArWUtLCyEyWSCVCpl9XLCrH9TGMx9GdqspdFoYDAY3H4XHR2NmJiYBqul9QcWHFiArAtZSAxNxP9G/g9yScP0HNCkAw2IHQ4H+06Eh4cjNjYWarXa58tZCCFuKiwGgwEul+smNRxPB/fFxcU4cOAAhgncWpsCW7Zswe23347w8LpJkVakKdUkV3sGDz74IB588EHodDrs378fV65cgUwmQ4sWLdCnTx9Wv9KUliDqrJNcBbQ0QVJ4FLK838HxDnBlBljS/wUEKD32OY2JJ3WSacMdLaEwGo0AgIiICCb6HxQUVGUwmZNvxv/9dBT6UgeilQFQyOofdMrbJiHuv99D98qrsO7dCzidMCxYAPuZXES99BK4aprm6LnQH47joFary62rrVaYTCZotVr29xMD5YZB2HApVAMICgqC0+mE0WhEYWEhnE4nHA5HgzWdNXeES+ZarZYZq4SGhgIon3BrtVq2QknrTpvK86SmPJ36NLbnb8dF80X89/R/8UhK7SVIbwWt96UBMgC3scloNMJms6G0tBQqlcrnZOaEcBwHhUKB+Ph4xMfHg+d5mM1m6PV6FBQUIDc3F4GBgW7lPp5oAGyqZQkNYSbSVP5Ot2zcqy4AboruM88++yzsdjuWLFnikfe7cuUKjEYjunbtCunFbQjKfhycowyu2FRYJn8PEhx96zfxMUpLS3HgwAHccccdtX4tz/NsuZuWUJSVlSEsLIxli2u6bLYrz4BnV5xAmd2FTnFKfHlvKmLDPNhI4nSi6NPPYP7hB7ZN0b071B8sgfSGygsNxqrSAK24VOlyuVj9rE6nA8/zrOFMpVI1O9UKT2KxWCqtaa2sNrmitBltdqpPp75IOZUpwkRGRrIVlIpZSqHut16vh1QqdbtuzeU78dvl3/DG3jcQIAnADyN/QEJoQr3f02KxsBKwoqIitpJVmSqIsGlVr9eziSUNMv3lO0EIcTsXg8EAi8XiVu5TV4OcoqIiHD16FEOGDPH8gXuRTZs2IS0tDUqlZxJ3PM8jICCgSfQR1Frdoqkze/ZsGAwGfPrppx55v6tXr0Kv16Nbt24AAEnBUQRlTIPEogcf0QZlU34AiUj0yGc1FmVlZdi3b1+NBwqXy8Wao2jDXUBAAFNviIqKQkBAQK0GrU2ntHhxZQ6cPEHfxAj8456uUCoaJutRsmYN9O++B9xYYZDExIC8Mgf68HA3eTb6U9OHOg3U6EOstLTULZgQa5SrpzLzkbo+1Gk5AA3WZDIZC5ibetOYJ6jq70evRU3/fpVd0+ZSp0wIwXM7nsPewr3oFdMLnw/+vNbnWtWYQu/l2owpFWUo6eRFOGb7A4QQNoGm/S202VEo5VmTv7XBYMDx48frlCDyZX777TcMHDjQI+o9hBDwPA+FQtEkxk0xSK7Aq6++imvXrmHp0qUeeb9r165Bq9Wie/fubBtXdB7BKx+ExHQZfHA0LJP+Az6um0c+rzGwWCzYs2cPhg4dWunveZ5nTWo0W+x0Ot0a7pRKZZ2/QCevm3Hvtwfh5AlGpaixeGIKAjxQZlEVTqcTut17YJ0/H1xREQCAyOXAzKehmjjRYw/u2mR9misVFRAaIutY20xoc6SxMvEV9YCFwbcvlwPUlaslV3H/b/fDxtvwZu83cVfiXbd8TWOsTgll5oRNljQx4E/jE+17ocF/cXExlEqlWwNgVfeVXq9HTk4OBg8e3MhH3XAQQvDbb7/hjjvu8MjY1tSC5KY1wniAgIAAOBwOj72f5IYhhRAS2RZl92UiaOWDkBTlAX4yuFBoTbKwFMfpdLo13JWUlCAkJASRkZHo3LmzRx9oneOUuLtnC5TYXFiY3hlSiWf/flSeTWgJGxgYiOh330HI55+DP3UanMMBfPwJnIYiYObTgAcGg6CgICQkJCAhIcHNVezIkSMA4Ob619SCg6qo+HCmtsPR0dFo165dg2QWJRIJe/h37NiR1dQWFhYiNzfXrfmyrsu2/ojT6XRzuuN5HiqVCq1bt26wmu6goCC0atUKrVq1cpu8nDt3zm3loKloibdStsKjXR7FAc0BpEanVrkfnSxStzuFQgG1Wo2uXbs2SJ9DRZk5atyk0+lw5coVZl1Of24lM+dNqIxcVFQUawCkpRknTpyAw+G4qQGQ/j2bUv8VpSmWzXoSMZNcgXfffRdHjhzBd99955H3KygowLVr1yq38LaZIS08BlfCAI98VmNhs9mwc+dO9OnThwXFRqMRHMexuuLo6GgEBgY2WABBCAFP4LEAmQal9MfhcFRqOUzsdugXLnIzHgns3x/RC96D9IaslafheZ41/Gm1WiZZRoNmX34g1QXa/EizhxKJhF0Hb9dtV1QHIIS4lRX4yxJ0TSkrK2PnSlc36Pl6u+m0Yg16QEDATU5t/oiLuCCBxC1ooYo59FpQST06WfPmBEG4qkBNZUJCQti18PZ9Uht4nkdJSQkLmo1GIwICAtizAADOnz/f4PKnjYnL5cKmTZswbNgwj4xfTS2TLAbJFVi8eDF27tyJHwTNWvVBo9Hg8uXL6NWr1y33lRQcRcDez2Ad9SEQGOGRz/cUPM8zhzuaVQPA7GFpVq2hvhSHLhvx6+HrmD822SOlFdUN7CqVqlozEEIIzMt/QdGHHwKucs9rWatWUH/4AQIawVBH6PpnMpmYpml93ea8BZ0E0GtRUlLi5tzmq+ckrP9sKjq/NdGZ9kVoMzCdXFksFr/XvuZ5HgaDAYWaQhj0Bjgcjpu0130RYcJBp9O5SbP5kx48bQCs6DgokUiQmJjodxOAqnA6nfj9998xfPhwjyQg6Cqz2LjXRPn444+xadMmLF++3CPvp9VqcfHiRfTu3bv6HXkXgpcNg7QoD3xkEizp34FXtffIMdQVl8sFs9nMssXFxcVQKBSIjIyEXC5nS27UkamhmpzOaUvx4HeHUGx14qnBiZg5JKlO7yN0BDMYDPVeIrTu3w/tnDngjeX211xgIFRvvoGQUaPqdHx1gWqF0kHcXxrOhNeCSuUJs8W+GgBUh7BeWq/XIyAgwK1+1levhd1ud1u6p99nf87I0hIZmgH3x2txSXsJm62bYZfb8c7t7yAqKsrvArIqS9cEDYC+fi00Gg30ej179ikUCpSWljK974p26f42GbPb7diyZQvuvPNOj1wLGiRT91t/RwySK/D5558jMzMTq1at8sj76XQ65OXloW/fvrfcV6LJQVDmI5CYr4EEhMIy9nO42g73yHHUBJ7nYbPZ3BruqMg8HQiE9Vn0NUajERqNBlqtlmU7YmJiEB0dXe+ZaWGxDff9+yAKim3o1jIM/57WHUHy2nXKV9VsEhYWVu8vsTP/OrQvvQT7qVNsW9jUBxHxzDPgGjm4oDWbNMtst9vdMk8Khefk8WoLIYRliys2evmSq5enqOjqZ7PZ3LrpvVkiQ5fuaTBmNpsRGhrKjs1XM/d1RSgHRq+FMLPpiY7+ukIIcVsZKi4uRmhoKNRqNaxBVjy28zG4iAufD/4cvWNvkWjxA+hqJL0WtHSMjsneXn2h5UUajQYmkwmhoaGIiYmBWq2+qaSFroAJGwCDg4OZbTadAPj6d8lms2Hr1q0YOXKkR4JaMUhu4vzzn//EDz/8gDVr1njk/fR6Pc6ePYt+/frVaH+uTIfA7Cchu7YXBBzsA+fA3ufpBmvuo8YKNFtcWloKpVLJBq7auJHRrAENmEtKStxqZ2vbOWtzujBt2WEczzcjSRWMHx7uiYjg6oPuymSLhHWKDZGh5K1WGBYuQunq1WybolcvqBcvgjSyfu5/dYVeCxoIFRcXIywsjAXMjfEwopkYej0AuIn7+2O2uC7QQIgGzEajkZUpNZZyCTWSoMcgtE1XqVRenUA1JkJzEzpG0MxmY1kbC0taqHoKDayoHBnlw8Mf4pdzv6BDeAf8587/QMr5Zta1rtDxWqhtLhyvG7r/QOiOSiXzhNeippNZQgjrV6D3ld1ud2ssVSqVPhk0WiwWbNu2DaNGjfLIOCQGyU2c7777Dv/617/w22+/eeT9ioqKcPr0aaSlpdX8RS47FFveQMCx/wEAHMnpsI7+EJDVP/vkcrlQVlbGssXUqlfYcOepm7uipBmtnY2JialRkPbG6tP49fB1hAfJsOKxXmgVeXOQXZUAPh1oGyszQQhByYoVMHzwAeAsr1OWxsVC/cEHUKSkNPjn3wqqY6vValkpgNCW2VMZBKEsGA3M6bXwJ5mohkSoXEKdz4QBq6cCA2HJgcFgQFBQEAvMm0ItpSeg4wf9O9ntdiZT6ckabIfD4fb9q2mJmslmwpT1U2B2mPFar9cwIWmCR47HF6mtMVN9P4dmjF0uF1v99KRknjBhU1RUBLlc7laaERAQ4BPjYVlZGXbs2IFRHioTFIPkJs6PP/6Ijz/+GFu2bPHI+xmNRuTk5GDAgNorWMiP/heKLa/DlTgElon/Brja33A8z8PhcDCHu6KiItjtdoSFhbEvbGhoaINnT+hDgtZ3yeVytoxV2QP7l4P5mL82FxIO+Of93dC/XbnDnTArR7uPFQoFW67zdg2l9cgR6F5+GS5deeYUAQFQvfoqlOm+83CjgQGtY6YPCRqk1SbDS2uiadBH67xptri5ZCjrirAMhWay6qpaUJkRR0UpK5GqqTi2FBUVsYkFbdKqzThJl+6pHXdISAgLjGsT8P2Q+wM+O/YZogOjsWLMCgTL/KPxrb5QlRv6w3Gcm+JQbcYWp9PJvmM6nQ5SqZQlbDyVJKgOYWOpwWBgzclCBRBv1WaXlJRg165dGDlypEfeTwySmzgrVqzAe++9hx07dnjk/YqLi3Hs2LE6S8ZIrh0AH50MKEJr/BqXy4Xi4mIWFJvNZgQGBrrVfkmlUq/dwMIgTavVMhktGhhIpVLszDNgdkYOHk5LwMN941m2RyjPRs/F1zrXnVotdC/Pge3oUbZN+be7ETV7Njgfs9gVSkvREhkapNE6vIr7FxcXs6CYCvELa4ubwsDoLSrq39KMf1WlALSkhX43qFweDST8senOVxCWqOj1epZlFjZpCaETHvpdKisrY0v39TGhsbvsuPe3e3Gt9BoeTXkUT3R5whOn51fwPF/luKNSqSpNtFitVnYtDAYDgoODWWLGmz0QhBDWuEyDZp7nb1KRaazjM5vN2Lt3L0aMGOGR9xOD5CbOqlWrMG/ePOzZs8cj72c2m3HkyBEMGjSo/m9GCBSb5oCPS4Uj9UG2med5pjRBG+4IIYiIiGBfvODgYJ+8YYUPFo1Gwxo5wsLCoC9zgrMWs4YI4YDoqx3RFOJwwPDBByhZ8SvbpujWDdHvL4ZMrfbikVWP8MFCO9FpLTd1P6s4oIvZ4oahovwUDdJCQ0NZ1pgGCzQQa2oNkL5CZXXltElLJpOx7wYAN7c7T01SNl/djLm750IdpEbGmAwESJtHPX9VUAMQOoGhMnMVvxt0wh8TE+Oz0nPCCQAtgQwMDHRbkZPJZA32vTaZTDhw4ACGD/eMSIAYJDdx1q5di+effx6HDh3yyPuVlJTg4MGDHvF6l+ZtQnDmwwAAa7fpyO/2PMsWl5WVITQ0lDkJRURE+FUWic6sL18rQGlxEXMpDAoKQmxsLOLj4/1yubgkKxv6hQsBux0AII1WIfr99xEosCn3NYTNLIWFhSgrKwNQ7roVERGB+Ph4jyiXiNQMajtcUFAAvV4Pp9MJAFAoFIiJiUFcXJxY792IWCwWFBYW4vr16ygpKWF/9/DwcMTFxTWIegkhBD+f/Rl3Jd6F8IBwj763P0MIgdFoxLVr16DT6ZhbLpX8i4mJ8WmZuYoQQtgKBg2arVYrawD0lCqTEKPRiMOHD2Po0KEeeT8aJAcGBjaJMUkMkiuwadMmPPHEEzh69KhHLnBpaSn279+PIUOG1Ot9XC4XSktKIN39KWJz/oWTre7D5ZYT3BruAgIC/GbmJpRn0+v1MJvNKHCF4IujDswemoBJvdrA4XCwDDNdLqNZAX/KmNlOnoR29my4CsoNWCCTIvKFFxB6770+cw60M5tmymidMs1mKBSKm5aS66NcIlI91E2OZvSp7TAtu3C5XOxa6XQ6pjNNH6TiBMZzCE1jaN14RESE271PlWR0Oh1MJhNTL6mqFECk7tByPY1G4+Z6SRvvCCFukn9ClQkq+ecr4+6toGoswgZAaqstXMmrz/kUFRXh6NGj9Y5RhMcsBslNmG3btuH+++/HqVOnPHKBLRYL9uzZU+tZGs/zsNvtrOHOaDTC4XAgPDwcLVAIZfsBUDZCw50noUuStNueyrOpVCqERUTinu+O4ryuDJO6x+G9CZ3dXut0OqHX69nAKJFIWH2ZP4jsu4qKoJ3zCmwHDrBtwaNHQTVvHiReWAYUSsTRB3ttLIepcgIN4mhTkqhiUTeEroN0EkIf7Gq1utoaReFrdTodC+Jq8lqRyqnYN8HzvJvmeHWTkIoTTmF5Ul1MiypCCMER3RF0j+7ebK6r0GRFp9OxSeOtlFoqBplUZk5oZuJPE0qXy8UkW2lySalUsnuzLhKGer0eOTk5GDx4sEeOUQySmzi7du3CpEmTcPbsWY9cYKvVil27dmHo0KG3fD+n08lqk4xGI8xmM4KDg1nDnT9+oStaxVLbXpVK5WZa8J89V7B44zlEBcuxbmZfhAVWfZ4VTTMcDodb45+v/o2I0wnjPz5H8X//y7bJ27WD+oMlkLdp0+CfX5lWrvDhXddsMJU0ow8w2jxG6zL9aSLXmFDFl4rZYDrxq+t9TLPQdDKqUCjY+zZGJ7+/YrPZ3Bq9ahqIVYfQuIU2nNEsM51Q1uZ9CSGY9ecs7CrYhQ8GfIBB8R7odfFRqISoRqOB0WiEUqlkiZG6SnvSIJPWMpeVld1kMOUvgR0hxE1dyGAwuFmA17QXSafT4dSpU57pm4IYJDd59u/fj5EjR+LSpUseucA2mw07d+7EkCFDbrpZeZ5n2dWioiIYjUZwHOem8xsYGOg3DzXa3CJcGgoICHATh6+sTtpQaseYz/fCbHPi7XHJuLtnfK0+k6ozaDQalJaWIjIykg2m3nQ2q4qyzVugmz8fpLQUAMCFhCB6/nwEDx/m0c+pqtmIXo+GCJiqM0qg93NzpbLsPe3Qb6iO+4pyf3Ri5AsujN6GXg96r1IXSKGyi6evR0WN7LpIJi49thTf536PNqFt8OPIHyGT+E/vSXV4YyynajI0yOQ4jgXM/iZhyfM8zGYzyzIL5VGFZVgV72mNRoMzZ87UWYGrsuMAIAbJTZWjR49i4MCBuHbtmkcusMPhwI4dO3DHHXeA4ziWXaUNdxaLhWkW04Y7f8q8CV2GqEyS0PK1Jku9H2/Ow792XkbnOCV+eawXpJK6/90tFgtzT/JU9qEhcFy8CO1LL8ORl8e2hU2dioiZT9dLJq62slUNCV3qpEEIDQppENLU7I8rozKzCvrQauxJQ2UujM1NGYPneXY96CqUsIyiMV0gheY7er3+JjnFqsqWShwlmLJuCox2I2b3mI2/tf9box2zp6GTajpme3NVkKpMCK9HaGiomxmSPyWshEZbBoOBxRoVVzEKCwuRl5eH/v37e+SzxSC5iXPq1Cl0794dWq3Wo5nkhIQEmEwmFBcXIyAggAXFdHbnT18+unyo1+tZLSudede2JsricGHYJ7tgsjjx2d9vw4hOnpNHq6qOLSYmBhEREV7/AvNlZdC/+y7KNvzl7qjo3h3RixZCFhNTo/cQ2uzqdDo3A4S6XI+GRHg99Ho9ZDKZm+ufrxxnfaEyerTc4VZax96CLtUKXeCaosayv9x39HrQsVWYZa4YwP967lcsObwEEQERWHnXSijlSi8eee2g/SV08kzdB6kSha88C4WlDFRmTphl9qdmZUIIW7Wmq7wAWPxhMpnQv39/jzkaAmKQ3GQ5d+4cOnbsyEofagttuKOaxUVFRXA4HJBIJAgNDUV8fDzi4uL86gFUmaua0MyjPoPF76e1ePaXE2gVEYj1M/vVK4tcHcKOaK1WCwDsQenNullCCMzLl6Poo4+BG9JekshIRL/3LoL69av0NcLspF6vh81mu6kOzdeprK6cBgRqtbpRM3r1Raj1TRvn6uqa5y2aklufsMzIX1cwqrJ4Z99xZTAe3PQgLpovYmryVMxMnentQ66WivXeQUFBfqVURJND9BlY3+SQt7Hb7bhy5QoKCwtReqPsLyQk5JalkTWB53lwHNdkSuvEILkCly9fRps2bWAwGGp8kzidTtZxajQaUVJSgpCQELcSCpPJxAI0juN8cuZMod3ydEAwm80IDQ1lGSZPLzudKjDDUOrAgBvW0w0N1daktW82m40tuXorQLMdOw7tK3P+konjOIQ//jjCH38MnFTKar1ptpg2Y9GGTn8aoCvijdrQ+lKxthRAk5Jgo01T9H4LDAxk5+eLzX9NvRae6sjTiTHHcbimuIbPrn4GuUSOX0b/gviQmvdyNAalpaXsmUeDfFr65k+TrsqorKxN6Gjrq2MWfebp9XoEBgYiJiYGMTExCAwMdCvNcDgcN02Sa/qdF4PkJk5BQQFatGiB69evV/lF5nmeycoUFRXBZDJBIpEwzWIq81PZTSWswdJoNHC5XEzjkVoyewPhUoywgYE+9P0ps1cbaNaJDh5msxnh4eFsMG/MrKzLaITu9Tdg3bnzr2233YaC++5FmVzO7q3Gti1tbGjWiT6AKmoEeyNAqyw72Vxk76iZiVAVRVgG4K3mpuaqqkJrZ7VaLRbnLkYsicUY9Ri0ULfwam15Ze6pdKKiVqv9qgmuNghl5uikUtiwHhkZ6bVJs81mY7FGUVER69GJiYmBUll5iQ7P824N+EajEXK5/KZ4oDpJSjFIbsIYDAaoVCpcvnwZERERAMovusPhYNnioqIi2Gw2hIWFsdljeHh4rQdluqRGb2Kr1QqVSsUCtIb8YlUnhRMdHd0oS5IlNieUCt8qOxHaMhsMBhYINZT6gJCysjJoNRqU/e8HBK1aBe7GV5NTqRC9aCGCb7+9wT7bV6mPXq0nPruoqIgFxt5sgvQVKpM0o6tMjVHKQBtBaTDSmN9PX4TKgNFxnNaWV1Q0aCgq+34Ky9j8qazQUwilT4XP1sqkTxuCsrIyFlNQa24aGNdlzHI6nex8DAYDSktLb2oAFMY+YpDcxKFLvbm5uTh79ix0Oh0SEhJgNpuhUChYCQXVMfVUVotmqujNXVJSwuRvYmJi6j0Lr2626w0NZn2pHXd+uht33RaLt8cnQ+KDDzeaqaLLU1KplJXJeCKjSetyacBhsVj+mnRduYKSt98Br9eX7yyVImLmTIRNm9rsAgGK0PlMp9OhpKSEOZ95qm6WSkLRoIPa29I6vaaanawrNECjfy9hNrc+dY0UYXZSdHq8NZUZy3g6+UH1vem4KJfL3Rqifa0Ux9tUXKWlkxj6U99VWlquRmOH0tJSREVFsWSbJzP4hBBYrVa38wHgljygq+hNZeVADJIFFBQUYO3atXjsscdYZ+bf//53vPzyyzUW5vYUVMpMo9HAZDKxeq6YmJgalwAIPeCp/JSv1E2tOnIdr2WfRkoLJX59vLdXjqE20ICW1tjRTmdaJlPTYKCi0UN1OtIunQ7aua+5ufQFDR4M1dtvQRoW5vFz9DeE1s3UtpwGaDWtm6dBGL0mJSUlLOvjq/XQvoqw+U+r1bJJH53E1GbcomMWbbIVllE0x+xkXaEBDZ3ESKVSt0lfTRMjtEadOmzSRki6bC9+R2pGZf0+YWFh7Jlc23FLq9WisLAQNpvNrWyzsRJetPSHBs1nz57FwYMHoVar8c477zTKMTQ0zTpIttvt2LFjBzZu3IjffvsNx48fZ/JvQHnQPGTIEKSnp2Ps2LFQq9VeGQxojaZGo4HBYGADVGxsrNtDXNiBS2uJfFUObNavOdhwUoMZgxPxzJAkbx9OrRBmNLVaLZu50+yWcJmJBtd0UBTaDddE+YC4XDB+9TWKv/2WbZPGx0O9eBEUXbo06Hn6E0JZKWEjXWWBFdX2pvsSQtya7ppq/X1jU9G6vDrb84plTlT9oDYTHpHqEU5i9Ho9yzLTayIMdoXZSa1Wy1Y2xQy+Z7HZbG4NgNUpR1XWz0QnKt6qwSeEIDc3F1lZWcjOzkZOTg769euHhx9+GA8//HCjH09D4DdB8tKlS7FkyRIUFBSgW7du+Mc//oE+ffrU6z2vX7+OXr16YeTIkRg1ahRGjBiB6OhoAOUX/8yZM8jIyMCqVatw+PBhpKWlIT09HePHj0fLli29EjALl7qo9m9ISAgLkF0ul1uDl68OZsM/3YXrJhu+m9odfZMivX049YLWSdKsf0hICIKCgpjNuDB7U9dMmGXnTuhefx280VS+QSZD5HPPIfT++8QsTgUqLtGXlpYiIiICcrkcdru93tbAIrWHrmrRiYnL5WK1jBaLxU02rymoH/gDtAyArmpJpVKE3VihKikpYbKMjZ2dbK5U5kEQFBSE4OBglrGVSCRsRdlbTcw8z+P48ePIzMxEdnY2Lly4gBEjRmDy5MmYMGECVCpVk3om+UWQvHz5ckybNg1fffUV+vbti08++QQrVqxAbm4uYmpoulAVhJBbXlBCCC5duoRVq1Zh1apV2LVrF26//XZMmDAB6enpSEpKarSbQugKRJdrZDIZXC4XZDIZYmNjERsb69O1YboSOwZ/tBMcgL1zBvlc815toTN8msksLS2FXC6H0+lEQEAAYmNjPWJg4iwogHbOK7AfP862BQ0eDNX8NyG90WQqUk5FHWabzQapVAqn04ng4GDExsY222YvbyFs8tJoNHA6neyahIaG+qQzZlPH5XKxpItWqwUhBBKJBE6n86Z6f/GaNA5OpxM6nQ4FBQVM7g8oH9NoNr+mbraewuVyYf/+/cjKysLq1auh0WgwevRoTJ48GWPHjkV4eHijHIc38IsguW/fvujduzc+//xzAOU3S+vWrfHMM8/glVdeadRjIYSgoKAAmZmZyMjIwLZt29C5c2cWMHfu3NnjN66wrqwqf3lhzaxGowEhxE2L2VfKLABgZ54Bj/9wFEmqYKx9uq+3D6dOVLwmQrcyWutHpbNooAag3teEOBwwfr4Uxf/9L9smjY1F9HvvIbBnD4+dnz9is9ncmshkMplbE5lUKmUrMfSHun3RLL8vfU+aAvSaULc76j5I3e4kEkmV1028Jg2D3W53K9+jerm0tIXjuFr1TojUH+E10ev1CAkJuUmqTSjLRhvvhVr5nr4mTqcTO3fuZIFxWVkZxo4di8mTJ2PUqFHNZrXH54Nku92O4OBg/Prrr5g4cSLbPn36dBiNRmRlZXnt2AghKCoqQlZWFlatWoVNmzYhISEBEyZMwMSJE9GtW7c6ZXOpPJuwjpVKrqhUqltmv+hyc2FhITQaDRwOh1tRv7cHuJWH8/H66lwMah+Fr+/v5tVjqSmVdY0LZXBu1TVOX08zNrTRggZota2Dtfz5J3RvvAneaCzfIJEg/P+eRPjDD4NrJkGF0JWM1k1SE5KKNZaV0dQNKLyB0BhG6BRXU2MYoeILvSbU1ECsha07VAueanzTaxITE3PLYEcoFypU4aHPIzHLXDesVitLahmNxlqZrQjlKfV6PSwWCyIiIthEpq6rMTabDX/88QcyMzOxbt06cByH9PR0TJo0CcOHD28yihW1weeD5Pz8fLRs2RK7du1CWloa2/7yyy9j27Zt2Lt3rxePzp3i4mKsW7cOGRkZWL9+PaKjozFu3Dikp6ejb9++VWZEhPJsVFZFKN5dH3k2+tCiAbPFYnGTh/FGk9Lvp7X4cf819Ggd7tNNe5W5XHnCVa0yuT+6tFkbLUunRgPdvHmwHTjItgX27g3Vu+9AplbX6dh8HaHygU6nY7rJ9LrU9X4WmspQ29nQ0FAW3IklAFVTsbTFbre7aVnX58FKDVyobGVwcLCbgYuvlpR5G6EGP5XOE7qK1uea0IZMoZSoKJNYM4TjvtlsZuUT1PWurtDMP40fpFJpjWXmysrKsGnTJmRlZWHDhg0IDQ1Feno67r77bgwcONDrSTVvIwbJDURZWRk2btyIjIwMrFmzBoGBgSxgHjhwIEpLS7Fu3TocPXoU48ePh9VqZfJsDVkDVvFLGhER4WZN2ZypKAdG3ffoNWmo+lXa2U9dkehSW03MGYjLBdM338L0r38BPA8AkERFIfrttxDUv7/Hj9UbVBYoVaWS4Cmo/i8tE5DL5W6lG809OBPqI+t0OshkMha8NlSgRFVJKk6QaI1mc1cl4Xnereab53m2gthQ0nnCjKZOp3PL/Dd23awvQpvx6DO3MZJUwh4ZvV4Ps9kMQgg2bNiAMWPGYPDgwbBardiwYQOysrKwadMmtGjRAhMnTsSUKVPQt2/fZj++CfH5INmXyy1qit1ux5YtW/DNN9/gt99+g9VqZSoUw4cPx6JFi7xiSV1xuYc2z9RkCa6pIHzYU2F0b9px05pZmtGkQv3CGs7KsB48CN3c1+C6UfsMAGEPTUfEjBng/KwrvTKTFaFYfWNahdPjESoz0K7/upbK+CsVl+ypFGVjOO1VpL6lNk2Fuo4XDUFlhlUKhYJ9b31JgrQhIYS4SbV5u9zRZrPhyJEjePvtt7Fnzx44HA4QQhAXF4e7774bDz30UJ1LQ5sDPh8kA+WNe3369ME//vEPAOUPrYSEBMycObPRG/dqy4oVK7B+/Xps2LABxcXFGDZsGNq2bQudToft27fDZDJh1KhRSE9Px5133lmln3pDU7FxIDg4mAXMjf0AbEiED1dhzSQNimnjii9Q28yQq6gI+jffhOXPnWybIjUV0QsWQBbforEPv1bQ0haauRU2b/lSo5Cw5lar1TIzgJrW3PoTFc1BrFYrm6xU1AP3NkKnRFqu1lRLAOqz8tSYUDUTel2omZW3JrsNCR2rhSoh3m6cpyID2dnZyMrKws6dO5GamoqePXsiKCgIBw8exN69e9G5c2eMHj0af/vb3+otq9sU8Ysgefny5Zg+fTq+/vpr9OnTB5988gl++eUXnD59GrGxsd4+vGqZOnUqWrZsiVGjRmHAgAFuWSee57F//36sXLkSmZmZuHr1KkaMGIEJEybgrrvu8lrARiVoqBazXC5HTEwMYmNjPXJMP+y7is+2XsDoLmq8Na6Th466aux2u1ttMSHELVvsD80IldUYVmY9Snge5h9/RNFn/wCcTgAAp1RC9dpchIwa5c1TcIMuQ9IMGA02a9oI6SvQ4IyaYCgUChYw+7IMY1VQK3Z6XTiOY+fjS5OV6hDWSNMSAOFKhL81/wknZvXpYfAmtOZfmGWmRle0bMrfJjJUPo9OmKVSKUsseeu7TwjBxYsXkZ2djezsbOzfvx/9+vXDpEmTMHnyZCQmJrqNq0VFRdi8eTM2bNiAlJQUzJo1q9GP2dfxiyAZAD7//HNmJtK9e3d89tln6NvXP+XDKoMKdNOAOTc3F3fccQfS09Mxbtw4REdHeyVooNkAGpzRh2ZsbGydl/P+u/cqFv52FmO6xODDKZ53jRNmi/V6PYqLi6FUKtmAHBYW5nfBS0Vu1a1uO3ECulfnwnntGntNyPhxiHr5ZUi8VEpT0VCC53k3NQl/L1ugkn/0wUkz//THV80YKloO0+Y4oSSYv0JLAOg9ZzQamZGML5+fcMneE2o4vgYdC+gYbbfb/WIi43A42HdFp9Mx+byYmBivaa5X5no3ePBgTJo0CZMmTUKLFi188h73F/wmSG5O+Krbn6dsMTOOXMe87NNIS4rEt1O7e+TYaAaMDrq0qYdmjP0hW1xXqM5sRd3T6KAgOL/4EmUbNrB9Za1aIfq9d6Ho2rVRjk3YCU/thunD3h8zrTWlMutymv1Tq9VeXWoWOhJSOUPaZd/UlsErIhwnqH25UB3FmxOZhtBV9wdolpleE6PRiODgYHZdvOUsR7HZbG660kql0q13x1vPYup6t3r1apw/fx4jRozApEmTkJ6e3uRc77yJGCT7OFW5/aWnp2PChAmN6vZX8bjo8r9Go4HVanVrTqjuYXP0qgn3/fsQopUB2D5rQJ0/v6KFp2g1/NeDlpbKcByHuNwzCPz+e6CsrHwnqRQRTz6JsIcf8rimsrCOlWp8N5cArDpotpZOFho7WysMwGgWn05W6iNn6M9UVLMpKSlBeHg4+7s0RgBEe0FoLb5CoWAlVPV16PRXqMwjncw4nU6WZVapVI2SZbZYLOzZZjKZEB4ezgJjb2W5XS4XDhw4wALj5uR6503EINmP8IbbX02Pq6Lub2X1spRSuxN9Fu0AAbB91gBEK2u2dFhRAsrlcrlli32pkcgXEJpl6E+ehOr77xF46TL7vaJnT0S/8zZkLerX1CdUCNHr9W7ugw0lPeXP0CCABqwA3AJWT/29aIMXLaMIDAxkk5WmnMWvKxXry6k7oKeVGWj5Bw3AhJbcTanx0xPQemw6vphMpgaRgKztM6yxEF3vvI8YJPspDeX25wnKyspYLV1Vs/D0r/bhrKYUSyanYOxtlTdfVjZAhoSEsKBYfNDXHEIIzEYj9F98CS4jAxz92oeEIGzOy4gcN65W71XRVS00NNSt5lt80NcMWntK/5a0IZNmmWsz8RM2Q1JZtPDwcDflDZGaIdT/pQYpdXVjrKz0pq7XuLnjyURJfVZDGxLqepeVlYW1a9eC4zhMmDABkydPbraud95EDJKbCMXFxVi7di1WrVpVK7e/hsZms7GAWVjPtfy0Df89UIDxXWOxeFIK21/Y0OGtpbamjvXQYWhfew18YSHbVpbWDwEznkJMm4RKNWaFTWn0ughrOcWB2zPQ2kytVsuazGgwVdnkQyizpdVq4XQ63ZoF/b3ByxcQ1szSiT+9LrS0q+J1oQobdOxzuVxujXfi6kr9qUvJnaf6ajxNVa53U6ZMwaBBg8T7xYuIQXIT5FZuf96aIdPOYI1Gg/0X9NhwTYph7cIxuXscrFYr9Hq9zzVtNFV4sxn6BQtR9ttvbJsrJgbX77kHfPt2rFaWyudRYwDh8rN4XRoWoVEELWOhtap00qLX61lZgDcMJJoj9LrQ4AwA+04AYJMWqVTKAjDxujQ8VTVv01IZKgtIFZpoQ6S3pNqKi4tF1zs/QAySmzh2ux1bt27FypUrkZWVBZfLhbFjx2LChAkYOnSoV5b6qA7ztWvXYDQawfM8JBIJwsPD0bJlS8TGxooDRCNACEHp2rUwLFoMQpv6JBJYx96F/EGD4CQEHMdBqVQiPj4e8fHxYkbDC9CM2ZUrV5gpAwAEBwcjNjYWrVq1EpfsvYTVasXly5dRWFgIq9UKAKz2u2XLls3G+c/XcDgcuHLlCgoKClBaWgoAzGCmZcuWXmmKJIRAr9dj7dq1yM7OxtatW9G+fXsWGIuud76JGCQ3I5xOJ/78809kZGQgMzPTze1v5MiRDVazSLVKafalopB8WFgYTCZTpW5FKpVKHDgaELvdDt2JE7AsWAjZ+fNsO9e+PaLfeQf22BiW/aeOazRrKZZYNBxCQwxaE0utsFUqFZxOJ/sdrQmn10UMzBoOWnpBvxNms5n1XKjVanAc5yZ5SG2ZxSx/wyN0jaVyk7QXRqFQuOkyCw2lGrIsSeh6l52djT///BPdunVj5h6dOnUSv6s+jhgkN1OqcvtLT0/HmDFj6i1LVVNL0lKbE//ZcwV3dIhGl/hQn/O9b2pU1gypVCoRHRmJ0I2bYP3+e8DlKt85IACRzzyD0PvuBSeRsO5vGpiFhYW5deWL1I+qyiuo211V9ZI0OKDXVCy/8CzC5kqNRgObzcYmLGq1usoAq+IY6HA43AwzxOx//bFarexZYTQamVII1TCuDKHZFG08pm6fKpWq3s8+KttKzT1u5Xon4tuIQbJIpW5/Q4YMwYQJE2rl9lfRdpRmUaqTUHp7XS5+PpCP/m0j8a8Hurl9Dl1mpoOgxWJBVFQUYmNjxaakWlCbh7Xt5Eno5r0O58WLbFtg795QzX/TTSqOCuzTgI7q/nrTecofqeicqFQqWd13Xf6OVJWBvidtsGwqTm2NRUWnUQAsKK5Lg1eVk9MbWWbxO1NzKk7WIyIiWGBcl4lHRQlLjuNYllmlUtXoO0Nd77Kzs5GVlYUTJ05g8ODBmDx5suh65+eIQbKIG9TtjwbMhw8fRv/+/TFhwgRMmDAB8fHx7MteUlKCCxcuQC6XQ6fTwWazsWyxSqVCcHDwLQeGq0UW3LV0L5w8wUd3d8HolJgq9xXqWJrNZkRGRrJMppiVccdisdR52Ze3WmH8x+cw//QT28YplYiaMwchd4256ZoKdX+1Wi3LgHqzMcZX4Xmeud1ptVo28aNBrCfVW24lCVeT72dzggZLNCtPG1VjYmI8bk5EG2KFqwaitnjl0AlGYWEhk9BTqVRs7PfkxI/nebcsc0lJCcLCwqBSqVBSUoLbbruNTZBE17vmgRgki1RJZW5/Xbp0QVxcHDQaDU6ePIkhQ4ZgwYIFiI6OrrN16j/+uIAvt19EVLAcGU/2RkzorWtdqYMZXWajS/8xMTHN0tWtMqvhiIgI9uCti0mBZe8+6OfPh0sgFRc8Yjii5s6FNCKi0tcIJZa0Wi0rl6FBYHN0dqvMPIT+PRozIKpolkGDwKZuEV4d1FmNSu55w3KYTpzotaEulcLvbnODjmc0KWK3271Sdmez2ZiD6cSJE+FwONC5c2colUrk5uZCr9dj9OjRmDRpEsaNGye63jVBxCBZpFqsViu2b9+OtWvXYs2aNbh06RJCQ0NRXFyMtm3b4p577sHEiRPr5fZnd/K459sDyC0sRY9WYfhueg8ESGv+wBY2bOj1eoSEhLAHXVNuYqpKiooGX54ISHmzGYbF76N03Tq2TRqtQtTrryN40KBqXyvMZGo0GpSWljab7D+dxFG3u8a2ob4VzdWm2h/uSboKRO+d5iK9KNSW1mg0bg3cdU3AeAKn04ldu3Zh5cqVyMjIQElJCYKDg1FcXIw+ffpg3LhxGDNmDLp3795kr01zRgySRaokLy8PqampUKlUuOuuuzBmzBgMGzYMSqUSBoMB2dnZzO2vTZs2GD9+fJ3d/i4ZyvD3fx2E2ebExG5xeHdCJ0jqEEhQeTmNRsOamGjA7AvBSX2oi6mBpyj9/XcY3lsA3mRi20LGj0PU7NmQhIbW6D0qZv9p1q4pKDJU5qpGs4G0tMFXoVk7el/RY6f3lS8fe02oqBTiT6sbTd3Eh54fzeZLpVI2XntzdaM617thw4YhMDAQ165dw4YNG7Bu3Tps2rQJiYmJOHbsmFeOV6ThEINkkSrheR6nTp1CSkpKtQFMVW5/EydORJ8+fWqcAdh2RoeZy08gKkSOXx7rhdiw+j0AhNkyKiJPB2B/ych40h63vji1WujffgfWnTvZNqlaDdXr8xA0cGCt3quq+k9/WvpvqtlYX8+C1wRa4kInyxKJhE3I/LVOvqnYwdMVMHptFAoFYmNjvd70Wx/XO4fDgby8PHTq1KkRj1ikMRCD5BqQmJiIS5cuuW1buHAhXnnlFfb/x44dw9NPP439+/dDrVbjmWeewcsvv+z2mhUrVuD111/HxYsX0aFDByxevBh33XVXo5xDY1FWVobffvsNq1atqpPb328nNegcF4qEKM/aTwuzSb5kR1oZFWtHAwIC3JruvHmshBCUZmXD8NGHICWlbHvI+PGImv1ijbPKQoRKAjqdDoQQVn/o69fGH4P72iB0MRO6ldFg05cazKjiCtXJbeqKKxVVGWjznz9cG1oSFxsb22i13xWpzvVu8uTJ6NevX5P7PtcEMd5xRwySa0BiYiIeffRRPP7442xbaGgoa6goLi5Gx44dMWLECLz66qs4fvw4HnnkEXzyySd44oknAAC7du3C4MGDsXDhQowbNw4//vgjFi9ejEOHDuG2227zynk1NJ5w+9t93oCuLcOgVHhuwK/YFGKz2dyaQho7Ayhc7qYd1eHh4eyB562HSHU4Cwqgf+ddWHfvZtukMTHlWeUBA+r8vsJro9VqYbVaa6RJ21BUpxBR14ZIf6WiMofVamVlGd6q560oByZU72hODW+0YZaOIbT5z5slM7QpUqPRwGQy+URzNXW9W7duHbKysrB161a0a9cOkyZNEl3vbiDGO+6IQXINSExMxPPPP4/nn3++0t9/+eWXeO2111BQUMAe4q+88goyMzNx+vRpAMA999yD0tJSrFmzhr2uX79+6N69O7766qsGPwdvQ93+aMBcE7e/PReK8MQPRxEfEYgPJ3dBl/jaZylvBV3CpIN5aWkpoqKi2GDeUEGZMENHFQ+EtYb+sFRPCEFJZiaKPvoYpFSQVU5PR9SsF+qUVa74/kIdYWEQ1JAPWlFruGZUpfGsVqsRGhraIJMHoYqL0AWSTnD9vUbXUwgdTqn7HJ10N+SKh3AsLSkpYU2R1PXOG4iud7VDjHfcEYPkGpCYmAir1QqHw4GEhATcf//9eOGFF9hy1rRp01BcXIzMzEz2mq1bt2LYsGEwGAyIjIxEQkICZs2a5Xbjvfnmm8jMzMTRo0cb+Yy8C8/z2LdvH7PHrsrt79i1Yjy/4gQKim2QSTjMGt4WU/u2hlTScANaWVkZG+RpUEYH+fpo2FJrblpPaDQaERISwoJiT+uwNibO69ehf+cdWPfsZduksbGIevUVBA8e7LHPsVqtLCijy+m0zrS+y+nCGmm9Xg+5XM6CYn+tYW1MhLq/Op0OMpnMbem/PiUztByHXntfLsfxRZxOJ/v70dp5T1ky05IFOmbSlR/6vfTWZF/oerd69Wrs378fffv2xcSJEzFlyhTR9a4axHjHHd8pWvJhnn32WfTs2RNRUVHYtWsXXn31VVy/fh0fffQRAKCgoABJSUlur4mNjWW/i4yMREFBAdsm3KegoKBxTsKHkEgk6NevH/r164dFixbh2LFjyMjIwCeffIKnnnoKQ4YMQXp6OsaOHYuVT/TCm2ty8ftpHd7flIf1ORq8OTYZKS08n1UGgODgYCQmJrKBgmaszp4966ahqlQqb/lewjpoarZCHQO7dOniUeMIbyJr0QIxS5eiZNUqFH38CUhpKVyFhdA+/wKC77wTUS/NhjQ6ut6fExgYiNatW6N169ZMxUSr1eLQoUOQSqUsw1yTpszKstShoaFQq9Vo27at36ttNDYBAQFo0aIFWrRo4Xbfnz59Gna73S0TX5OMorC5i05aYmJi0LVr1yZZ+92QyGQyNm4Jy4euXLmCkydPMkvm6OjoGq0AEEKYVBtdaYmOjkb79u0RHR3ttUkLNcLKyspyc7174IEHsGLFCjcjLJGqEeMdd5ptkPzKK69g8eLF1e5z6tQpdOrUCbNmzWLbUlNTERAQgCeffBILFy4Ul/fqiUQiQffu3dG9e3e89dZbzO1v2bJleO6559C/f3+MHz8BXQYMxrcH9Dieb8bfvzmAGYMT8fQdSbf+gHogDMocDgcLmC9cuICgoKBKs5i0sYsuc8pkMqjVaiQnJ3tV67Oh4TgOoZMnIygtrbxWec8eAEDZpk2w7tmDyBdeQEj6BI89pGQyGeLi4hAXF+cWlOXk5MDlcrFsllBlgtZt0sCYTlri4+PRrVs38bvsISQSCVQqFVQqFZKTk5kd87Vr13Dq1CmEhYWxgFk4GamoqkHLN8RJi+fgOA5hYWEICwtDu3btmFmGVqvFxYsX2QoA1VoXussJpdoAICYmBp07d/bqSgt1vcvKykJ2djbOnz+P4cOHY+bMmaLrnQAx3qk7zTZIfvHFF/HQQw9Vu0/btm0r3d63b184nU5cvHgRycnJiIuLQ6HAlQwA+/+4uDj238r2ob8XKR/Ak5OTMXfuXLz66qu4dOkSK8nYvfsVdE+7A7GDH0KeMxLRIY1bFyqXyxEfH4/4+Hg3eamDBw9CKpUiMDAQTqcTFouFBQHt2rVrdg/38qzy5yhdtx5FH34A3mgCbzZD//bbKFm3Dqp5r0GekODRz6wYlJnNZjaZOX78OLsGZWVlLOPc1CctvgLHcQgNDUVoaCiSkpJgs9nYCkBeXh7kcjkCAwPhcDjcGgFTUlKazEqLL6NQKNi4RiebOp0OZ8+exbFjx1hjallZGcvmd+vWDREREV4b11wuFw4cOMACY41Gg9GjR+O1114TXe+qQIx36k6zDZJpg0ldOHLkCNPdBIC0tDS89tprcDgcLGu1adMmJCcnIzIyku2zefNmtxqdTZs2IS0trX4n0kThOA6JiYmYNWsWXnjhBRQUFCAzMxMZGf+B7pwWH2+Q4MKEcZgwYQIu8iqcvG7G/X1aIT688TrsJRIJJBIJXC4XHA4H7HY7pFIplEol6wZuTgEyheM4KMfehaD+aSj68CPm1mc7cAD5f78HEU88jrCpU8E1QL0ix3GQyWSQy+WQy+XgOA4OhwNA+cM1ODgYgYGBCAoKEpfsvYBcLkdQUBACAwOhUChgt9tht9vhdDohkUjYdRMnL42PRCJBaGgobDYbLBYLLBYL7HY7G+MUCgU4jgMhBISQRh3bqOtdZmYm1qxZg9LSUowdOxZLlizB6NGjm5WSSV0Q4526Izbu3YLdu3dj7969GDp0KEJDQ7F792688MILGDNmDP7zn/8AAEwmE5KTkzFy5EjMmTMHJ06cwCOPPIKPP/7YTRLljjvuwKJFizB27Fj8/PPPWLBggV9KongTQghz+8vIyMDvW7Yi7pGlICHR4AAMTVbh/t6tkJYU6dFBnDrd6XQ6N4MFYdMdIQRGo5E1sdBaPbrs70u6pY2JZdcu6BcshCs/n22Td+gA1evzoPDAvU//7jRDWVZW5ma4QjOStDmP1rkqFApWMuPNzFhTh6680FIKiUTiprUslUqrldprbnJujY2w96KoqAihoaGshpn+3ek1pGMgbf6jxjkNofhSE9c7Ec8ixjs3IwbJt+DQoUN46qmncPr0adhsNiQlJWHq1KmYNWuWW32OUFw7OjoazzzzDObMmeP2XitWrMC8efOYuPb777/vl+LavoTJZMKHP29EZo4RxcHxbHtsMIcpvRIwPjUObaJqLxUmXHrU6XRsKZh27N9qKZg+9GnAbLFYfKLr21vwFguMX34J848/ATxfvlEiQeg99yDi6acgqaWcmzDwohJ6Qre7W01IKroxAn9lW0TFhPpDzSOoEklgYCC792vi2ldRySQoKMjN9U9cBagfFVV8IiIi2PWpydhWXFzMJqUlJSVV1pnX5bg2bdqE7OxsbNiwASEhIUhPT8fdd999S9c7kfojxjs3IwbJIk2G45e0WJyxG7uv83BJyoPQONsVvHFnAgYMGACZTFbt4E3rJamDVVVNLHWB2skWFha66Yd6y4TBW9hOnoT+nXfhyM1l26RxcVC9NveWJiS0sYs2RQqz+fXJBNNMNM2m2Ww2NqERdZFrDlULoYEXDZyEGcm6IJQwoxMa4feyuU0460JD6sFXNW7WRP6PJhPWr18vut6J+CRikCzS5CixObH26FV8/8dJBFzahV2//gsulwuD0x/E1dbDMSa1FUakxKJrCyX27N6FgoICtGnTBmazmckhqdXqBmu6o8FeYWGhzzhRNSbE4UDxDz/C9PXXIDYb2x48ehSiZs+GNCqqfL8bGSsaHJWWliIiIsLN7c7jx3ZDGo528ZvNZvaZarW6WVyfmiLUyKVlLkJ3xIbohBeaidDPFLr+ic1+f1HRWZRK8TWks6hwBU6oIHPw4EEMGjQIycnJ1breTZ48Gd27dxcDYxGfQQySRZo81O1vQfZRnAloz7bzlmLYLhxC75YKLHhmGhLiG85hryrosrRGo4HBYEBISIibFnNTrpN1XL4Cw3vvwbp/P9smCQ+D7LHHUNS9O7QVah+94URYcdk/JCSEZUcbylXOl+F5HgaDgQXGPM+7lak09nI4dZajsnH0+tBegeZ4faiGsUajYdfHG8Yr1ECpoKAAjzzyCA4fPozw8HAEBwfj+vXrSE1NxZQpU0TXOxGfRgySRZo8eXl5WLNmDbLXb8L+qyWIvO0OSFreBiL/KysoAcGy+zvj9nZxXhushQYKOp2ONZbFxMQ02Qc+IQTGVatQ/MmnQEkJ2+5KSUHo7BehSk31mawStRKn14e68qnV6hoZmPgr9L6kpS70vGNiYnzK2INeH3qcEonErU69qdaZ0/p6OnGhSgQ1NdZpKCq63u3btw+JiYkIDw/HxYsXQQjB6NGjMW7cOIwePRpRN1aQRER8CTFIFmnSnDt3DikpKRgyZAjGjh2LsWPHon379nC6eOy/oMdPO05ia64OZgfB9aVTMeSOwUhPT0eBuheMDgkGtVehf9tIRAY3boa54oOvto5yvgytj6QZWrPZjHAA6uzV4P78868dZTKEP/wQwh5+GBIfq9umGVV6Di6Xq0kpmVRUPKArHGq12i8y6FUZx9Ass7/3AVR0JAwICPCJCXVVrneTJk3CpEmTmOudy+XC/v37sWbNGqxduxYmkwl5eXk+f1+JND/EIFmkSUMDstDQ6m2stWYrDPmXsHLlSmSsWoWC2/8Psohy4XMOQJf4UAxsF4W0pEh0axWOAFnjBakVl1AJIW4BmT9kyIRBpU6ng8PhcCujoGUulp27YFi0CM5r19hrZa1aIWruqwjq189bh18twtppjUbDJOhoUOkPLlXCiYtGo0FJSUmtFA98GbrsTwNmk8nE3Pz8JegHyiUM6RjgS6VZVbneTZ48ucaud2az+ZZjtIiINxCD5GbK0qVLsWTJEhQUFKBbt274xz/+gT59+nj7sHwCnueRtfsU/rf5II5pnHAo3T3ok2NDsOrJv/5WLp5AKmmcB1RlzTh0SVmtVvtUBpPqEmu1Wtb1LixPqCq45y0WmL75FsX//R5wutj24NGjEDVrFqTR0Y11CnWCqjzQgIyqPFC9X18JyCrLttJ7qSmretT1vvQGvtrky/M89u/f7+Z6N2rUKEyePFl0vasC8Znrn4hBcjNk+fLlmDZtGr766iv07dsXn3zyCVasWIHc3FzmqiNSDiEEx85exleZf2DHOT1MihgE6c/g3vZAeno62nXoiKGf7EbHmBD0SYxE7zYRSG0Z1iiZ5spknWh2tr6yTnU9Hmq64omMnT0vD4YFC2E7fJht45RKRD4zE8opU8D5QcmJ3W5nQaher0dgYCC7Pt5YFq+oD81xHFuVaI423XSVhv49HA4HK8tQq9VemShQdRVfk4usyvVu0qRJouvdLRCfuf6LGCQ3Q/r27YvevXvj888/B1D+oGjdujWeeeYZvPLKK14+Ot+FShetzFqNNZkZ+P3339G6+yDY73jObb9AmQTdW4ejT5sIDE2ORnKsslGOryqDgJiYmAZ7uDZ07SfheZRmr0bRp5+CN5nY9oDbboNq3msI6NixvqfQaAjrzHU6HTiOu8l5riHwtUDdV6msVr4xVgGqMx7ydkbfZrNh27ZtyMzMdHO9mzRpEoYPH+73td2NhfjM9V/EILmZYbfbERwcjF9//RUTJ05k26dPnw6j0YisrCzvHZyfUVxcjDVr1uLHNZux57weyrY9END6Nti5v2pQZw1vi8cGtAEAaEts2HZGj9SWYWinDmnQEo2aWM3WFdo0RH8aQ0XAVVSEok8+Renq1X9tlEoRdv99CH/yyVo79nmbipMLqmFLA7L6St3RCZOvl3z4MlSekZpkKBQKdp/Xt3m2ooW9w+Fwk2rzZtlUWVkZfv/9d2RlZYmudx5AfOb6N2KQ3MzIz89Hy5YtsWvXLqSlpbHtL7/8MrZt24a9e/d68ej8l7KyMvz222/IWLUK6/88hMCErmjVYwim9m2FB8cMhFwux9oThXgp4yQAIDhAiq7xoUhtGYbUVmFIbRkGtbJhGrxoDWZhYSGz+KUBc01LIISNT0ajkenRqtVqhIWFNVrQZT14EPr3FsB58SLbJo2LRdTLLyN4yJBGOQZP44mmuaqaB+k1EjN+9cPlcrmpmdRFv1uoMa3RaACAXWOVSuVVqTbqepednY1NmzYhNjYWEydOxJQpU0TXu3oiPnP9GzFIbmaIX9iGx263Y8uWLcjIyEBWVhZcLle59NzgSThqU+FkQSnK7K6bXrf0nq4YmlzelKY121BqdyEhKggSDwagTqcTer0ehYWFTPOWBsxCa2dfdjYjdjtM338P0zffAnY72x405A5EvfwyZHFxXjs2T0CbtahBBq3rrqhiIFQ9EcrQ0cBNzPg1DMIJiU6nY5Ma+rcXrtS4XC437XPaJOhtjWlCCAwGA9auXSu63jUw4jPXvxGD5GaGuPTTuFC3v5UrVyIrKwsmkwmjRo9B35HpCEtMxWmdDceuFeOcphS/P5eGFuHlGb8vt1/EP/64gCC5FB1jQpAcp0RyjBLJsSHoGKuEUlH/AIjneTctZgBMhslsNgOAWxmFrwVdjstXYFi0CNY9e9g2LigIETP+D6H33gvOx463LlQ08pDJZFAqleB5HsXFxZDJZCwb6e/62f6KxWJh18hgMCAwMBDBwcFwuVwoLi5GYGAgm4g25qpLRQghKCgowOrVq5GVlYU///wTqampmDx5suh614CIz1z/RgySmyF9+/ZFnz598I9//ANAebCUkJCAmTNnik0EDQjP89i3bx9WrlyJzMxM5OfnY8SIEZgwYQLuGDEKcaq/Mksf/p6H/+27CpuTr/S91j7VF0nR5XW4x64Vw2RxIFEVjPjwwFrVOle0XZZKpaBDQnR0NGJjYxEdHe2zqgeEEJRt3AjDBx+C1+vZdnnHjlC9NheB4eEgCgUQGwsUFoKz2UASErx4xLWnYn25VCoFz/Os8c8X6libOzabjSlSFBUVQSaTged5SCQSr9p2V+Z617dvX5YxTkpKEgPjRkB85vovYpDcDFm+fDmmT5+Or7/+Gn369MEnn3yCX375BadPn0ZsbOyt30Ck3vA8j2PHjiEjIwOrVq3CmTNnMGTIEKSnp2PcuHFQqVRwEYLLBgtyC0twuqAEZzSlyC0sgaHUgQOvDoLsRkA9Z9VJrD5eCACQSzm0jgxCm6hgJKqCkKgKRnpqHJOkq2ypODw83K2pi+5DayetVivrtvdEU1lDwJvNKPp8KUp+/RW4MaQFWq1ocz0fCAuD/Z//hOLJJ4GyMtjWrwd/++1ePuKqoVJ6NMNvNpsRHh7O/v7BwcE3lcNYLBa3GmR/MDDxdyqqydBrFBMTg6CgIK+VLAld77Kzs3H8+PFKXe9EGg/xmeu/iEFyM+Xzzz9nwubdu3fHZ599hr59+3r7sJol9KG2cuVKrFq1CkeOHEH//v2Rnp6O8ePH3/RQK7E53cotPtqchz/O6HHZYIHd5Z55lnDAwVcGodhYrgX76c5C5JmA2FA5WkaGoE1MGFpGBiM2VIG4sEAkqoLcPksYsNGmMqrbGhMT43PBmO34cejfWwCSk4O2F85DcmN44wAQmg0PDIT1wAGfyihTtQOaMbbZbLWSAaMGJjRgo6YTFWtkRepOZbrktXFWbMjmV57nceLECWRmZtbZ9U6kYRGfuf6JGCSLiPgQdHmUZph3796NXr16IT09HRMmTEBiYmKVDzsXT1BQbMMlfRnOaYpx+loRtKYy3JtoRUBAANRqNd7aUYyj10srfb1MwuHoa3ew939vwxkcv2ZGeJAMEUFyRATLESIDJE4LHGUluE1ZhvDw8mDMKg8DkcoRJJdCIZNALpWAgIAQgCcEcWF/qSvQpkSeEPAEbB+rwwWrg0efxL8aCP88p8cZTSn7ncXpgsXOw+pwweLg8eGUFATKy4PfjzbnYc3xQlitdkw8vA6vrf8KMpcLwr8WkUqBqChY9u4tL8HwIhWNPQC4Lc3XtcSFSpfREpqgoCD2vqIucu0QZoMLCwuZKyGdvNR1VcUTMopC17vVq1ejsLDQzfXOm/XPIiJNBTFIFhHxUQghuH79OjIzM7Fq1Sps27YNKSkpmDBhAtLT090abXiex8mTJxEcHFytEcIFXRmuGi0oKLbd+LGi8Ma/nTzBhpn92OdP/89h7L9krPTYZBIO+19KY9nLRTuNOFFU9QM55/Uh7FifX3ECG09pq9z38NzBUMjKg4RXMk8i+1hhlfv++eIARIWUZ1nfWXcGPx24xn6XfvIPfLr6g5teY83IAD9qVJXv2ZBQOT6NRsO0d2kmUqgu4imomgkNmmmNLHXYExv9boZqWNOMscvlcqv99nR9flWGPKGhoZBKpUhKSmL7Utc7GhiXlJRg7NixmDx5suh6JyLSAIhBsoiIH0Alm7KysrBq1Sr8/vvvSEhIQNeuXWE2m3HkyBGUlpZi9erVaNWqFaKjo+tdCnHyuhnXi60wljlhtDhgKnOU/9fiBAHBZ3/vyvadk5GDXecNsNhdsLt4OAkHCQdwHMCBw5HX7mBSdnOzTmHzaR04DpBwdD8OgXIJAuUS/Pjw7QgNLC8nWX7wGg5fMSFQLkWQTFL+3wApguTl/x57WyyCA8qDlqtFFpgsTgTKJVCa9EgYPhiSIgM4119ye97IJFdcZg8NDWVBV2MaewiDP2rBLJSM88Va88aC6iDTvw3HcaykqDFVQ2h5k1arxcaNGzF79my0b98eycnJAIBdu3aB4zikp6eLrnciIo2AGCSLiPgRer0e69atQ0ZGBn777TcQQuB0OhEZGYkpU6bg7rvvRp8+fbyqRiG0X9ZqtZBKpW5azI0RcHCXLyOwVy/Aai3/f5er0WqShTbDWq2W1a76krGHsL5Wq9WyWnMavPvCMTY0TqfTTcM4ICCA3afeLkuhrnc//fQTNm7cCEIIeJ5HZGQkqzMeOnSoz/UEiIg0NcQgWUTET/j73/+OjIwMdO/eHePHj8f48ePRo0cPWCyWcre/jAysXbsWQUFBGDduHNLT0zFgwACvZgiFhhcajQaEELfl/oYM5iUHD0IxZgwQHAzb1183qLoFPU+aMaZZWrpE7+tZWmpgotFoYDQaqzQw8Xfsdjs7T71ej5CQEBYYe/M86cRqw4YNyMrKusn1rm/fvnA6nfjjjz+wevVqZGdno6ioCO+99x6effZZrxyziEhzQAySRUT8hG3btqF9+/Zo2bJllftU5fbnC5kn2gRVWFgIjUbjFkg2lEMcd/lyg+kk03pfmomUSqUsW+zP9b4Oh4MF+3q9nrky0rppfzsvq9XKJmlGo9FnlD+ErnfZ2dnYsmUL2rVrxwLj6lzvCCE4duwYZDIZunTp0shHLiLSfBCDZBGfYv78+XjrrbfctiUnJ+P06dMAyh94L774In7++WfYbDaMGjUKX3zxhZvW5OXLlzFjxgxs3boVSqUS06dPx8KFC5ud2UJlbn+jR49Geno67rzzTq8HCCUlJSxgpjq/NHi5leSZt6DKERqNBgaDAcHBweyYm6KaAK3VpUEzIcQtQ+6rJjNC2UKz2ewzpSRC17vs7Gzs2LEDqampmDRpEqZMmdKsXO/EsV7EHxCDZBGfYv78+fj111/x+++/s20ymQzR0dEAgBkzZmDt2rVYtmwZwsPDMXPmTEgkEuzcuRNA+UO9e/fuiIuLw5IlS3D9+nVMmzYNjz/+OBYsWOCVc/IFqnL7S09Px5gxY7we4FUMaiIiItgyuLeDGtpIpdVqmWmEUDWkuSCUQ6MmM74ysRHWgfvapIvKOmZnZyM7O1t0vbuBONaL+ANikCziU8yfPx+ZmZk4cuTITb8zmUxQq9X48ccfcffddwMATp8+jc6dO2P37t3o168f1q9fj3HjxiE/P59lHL766ivMmTMHWq3WZzOUjQl1+6MB85kzZzB06FBMmDCBuf1586FdcXk8NDSUBcyNEZTSYJA2tflSMOhLCF0BhZOHmJgYBAcHN/jnUwMWeq80RvlObY5NdL2rHnGsF/EHxDUJEZ/j7NmziI+PR2BgINLS0rBw4UIkJCTg4MGDcDgcGDFiBNu3U6dOSEhIYAPn7t270bVrV7cluVGjRmHGjBnIyclBjx49vHFKPoVEIkH37t3RvXt3vP3228jNzUVGRga+++47PPfccxgwYAAmTJiACRMmoEWLFo3+MA8MDERCQgISEhLcGq3y8vJYeUNMTAxCQ0M9dmxVlRV06NDBp8sKvElISAiSkpKQlJTkVoZy7ty5BitD4XneTaqNNoJ26tSpwRtBa3Js1PVu9erVyMvLw/Dhw/H000+LrndVII71Ir6OGCSL+BR9+/bFsmXLkJycjOvXr+Ott97CoEGDcOLECRQUFCAgIAARERFur4mNjUVBQQEAoKCgwG3QpL+nvxNxh+M4dOrUCXPnzsWrr77q5vb38ssv19jtr6EICAhAy5Yt0bJlSzfJrgMHDrCGstjY2DpJdlVsUKOuhF27dvXLBjVvolAo0KpVK7Rq1cqtofHQoUP1bmh0uVzQ6XTsWlFJQV+4TjzP48CBAywwpq53c+fOFV3vboE41ov4A2KQLOJTjBkzhv07NTUVffv2RZs2bfDLL78gKCjIi0fW9OE4DomJiZg1axZeeOEF5vaXkZGBN998s0q3v8ZCJpMhLi4OcXFxbuYPR44cAcdxUKvViI2Nrdb8oTKps5iYGLRt27ZJSZ15E5lMhtjYWMTGxrpJ4508eRIulwsqleqW0njCCYxOp0NgYCBiYmLQs2dPrweeVbnevf/++6LrXS0Qx3oRf0AMkkV8moiICHTs2BHnzp3DnXfeCbvdDqPR6JZhKCwsRFxcHAAgLi4O+/btc3uPwsJC9juRmsFxHOLj4/HUU09hxowZbm5/S5YsQWJiIsaPH4+JEyciNTW10bN5wuyk0EkuJyfHzUY4KioKFovlJtOMmJgYdOnSRXwYNzASiQQqlQoqlQrJycmsue7ChQs4ceKEm8kKx3FuyiF0AtOuXbtGdSasDJvNhm3btiEzMxNr164FAEyYMAFff/216HrnIcSxXsQXEYNkkTrD83yDB0clJSXIy8vD1KlTcfvtt0Mul2Pz5s2YMmUKACA3NxeXL19GWloaACAtLQ3vvfceNBoNYmJiAACbNm1CWFgYUlJSGvRYmyocx0GlUuGRRx7BI488guLiYqxZswarVq3CqFGjEB0dzQLm3r17N3pdqEQiQVRUFKKiopCcnAyj0YgrV64gJycHTqcTHMchNDQUrVq1QmxsrM8bezRVOI5DWFgYwsLC0L59e1gsFly7dg2XLl1isl+BgYGIjY1Fp06dGqX5rzqo611WVhbWr18PpVKJ9PR0LF++HIMHDxZlxjyMONaL+CKiuoVIrbHb7Q3WOTx79myMHz8ebdq0QX5+Pt58800cOXIEJ0+ehFqtxowZM7Bu3TosW7YMYWFheOaZZwAAu3btAvCXLFB8fDzef/99FBQUYOrUqXjsscdEWaAGoKyszCfc/mgdLF2il0gkUKvVCA0NZc1/JSUlbioVoqVv40Ml9agiBb0mUVFR4DgORqMROp0OCoWCrQZEREQ0Sha5Ote7yZMno1+/fmIDpwcRx3oRf0AMkkVqzbfffovvv/8e3377Ldq3b3/T7+uTYb733nuxfft26PV6qNVqDBw4EO+99x7atWsH4C+B+Z9++slNYF64vHbp0iXMmDEDf/zxB0JCQjB9+nQsWrRIzPw0MHa7HZs3b2ZufzzPY9y4cZgwYUKDuP1RRQWtVguDwYCgoCC2dF9ZI19ZWRkruzCZTAgPD2dKGWLZRcNBCEFxcTELjK1Wq5tUW8WJlLDeXKvVAgC7rp5WGqnM9a5t27bM3KM61zuR+uHLYz0hBD/99BN69OiBzp071+u9RPwbMUgWqRORkZH4z3/+gwkTJsDlckEqlYIQIjY+iQBwd/vLzMyE2WzGqFGj6u32R409NBoNiouL62wxbLPZWBAmrH+lWszifVw/hHXiGo3GrU68NoEu1UKm19xms7HGv+jo6DqtaFXnejd58mR07txZvP4ieOyxx3D9+nXMnj0bQ4cObZTyQhHfQwySRWqN0+nEo48+Co7jsGzZMrZ9yZIlWLp0KbKystCtWzfvHaCIT8HzPPbu3YuMjIxau/0JXd60Wi1zUqOZRU9kp6mSgkajgV6vZ0oKMTExXldS8CcqZoCp4ghtoKxvgCF0P6TOjHQ1QK1WV1vDTAjB5cuXmbmH6HoncivMZjOWLFmCFStW4OjRo6I5STNFDJJFagWdTX/++ef48ssvkZOTgytXruD999/Hjz/+iIULF+KRRx4RSxtEKqUqt7/09HSMHTsWKpUKVqsVa9aswbVr19CjRw/wPO+23N6Q9xbV5NVoNNDpdEyTl9bGipkkd4Ta1TqdjmlXN0YtsdVqdSu3CQ4Oxvr16zFy5EgMGDAAHMfhzJkzyM7ORlZWFo4fP45BgwZh8uTJmDhxIlq2bCkGxiLgeR6EkEpXN3ieR7t27XDPPffg1VdfRXh4uBeOUMSbiEGySJ3Iy8tDeno6pk2bho0bN8LhcOCNN97A8OHDvX1oIn4CIYS5/a1YsQLHjh1DZGQkK6OgDyZvBadVubvRkoHmGjALXRBpLXhDuCDWBofDgatXr+L555/Hn3/+CYlEgoCAAJSUlGD48OH429/+JrreNUOqKgGkJYIV0el0iI6OBlB+T8nlcnz99df47rvv8NJLLzGlDZHmgxgki9SZrl27IicnB0899RTeeustqFSqer8nz/PgOE58kDUD6PJ3VlYWtm3bho4dO6JFixbQaDQ4efIkevfuzeyxveH2J4TWxtIaW4fD4dZ81tRXTqxWKzt3o9GI0NBQtxpub1LR9a6goABdu3aFUqnEqVOnmNmHsLxHpOmTm5uL5ORk9v9VPVsMBgNmz56NX375BbfffjvuvfdezJgxA06nEzKZDIWFhZg+fToSEhLwz3/+s7FPQ8TLiEGySK2gM/MrV65g9uzZcLlc+PXXX2+5f1XQ8o2ioiIEBAR4/YEr0jgUFhaidevWGDhwICZOnMgCYaD8nhG6/W3fvh0pKSnMHtsbbn9CqFQYDRppnXRsbGydm8l8ESrVptVqUVxcjIiICBYYe9s8oyrXu0mTJmHMmDFsHOF5HgcPHkRWVhYyMzMhk8lw5MgRrx67SMOzfPly/PLLL/j6669ZZphit9vx3//+F+fOncPf//536PV6ZGVlYfLkyVi7di0++ugjHDt2DLfddht7zSuvvIKDBw/iq6++YuobIs0DMUgWqRU06F2zZg3mzp2LV155Bffff3+Vy1cUl8sFADftQ9/vo48+wpw5c/DSSy/h9ddfv0mSS1TOaHrQsorqoBJd1O3v999/R2JiIrPH9obbX0WEur9ms5k5+qnVaq8Hk7WBEIKSkhIUFhZCq9WitLSUKUmo1WqvB//U9S4rKwtr164FIQQTJkzA5MmTa+x6V5N7TsR/oUmXOXPm4OLFi1i+fDmcTickEgk2btwIk8mELVu24M8//0RkZCSOHDmClJQU/POf/0T37t0BAJ07d8aoUaOwePFi1hj83//+F1988QU+/PBD9O/f34tnKNLYNM+iOpE6QwPVEydOgOd5jBw5EoB78EvnXXv27MGvv/6K0tJSSKXSSoNojuPgdDpx8uRJKBQK/O9//2MBNQCYTCZcv34dHMfB1+dz27dvx/jx4xEfHw+O45CZmen2e0II3njjDbRo0QJBQUEYMWIEzp4967aPwWDAAw88gLCwMERERODRRx9FSUmJ2z7Hjh3DoEGDEBgYiNatW+P9999v6FNrEGoSrAjd/lavXo3CwkK8/vrrOH/+PEaNGoWuXbvilVdewZ49e9zum8YkJCQESUlJ6Nu3LwYMGAC1Wo3CwkL8+eef2LdvHy5evIjS0lKvHNutoGUkZ86cwc6dO7F//36UlZUhKSkJQ4YMQY8ePdCyZUuvBchlZWXIzs7Go48+iqSkJDz99NMICgrCzz//jOvXr+Pbb7/F2LFjazwZ8ccAWRxXyiGE3PIZIJFIwPM8AgMDoVQqAQAymQwSiQTz58/H888/D6lUioMHD+KPP/5A//79mUoK5YEHHsCaNWug0WjYtt69eyM3NxdRUVENc3IiPosYJIvUmosXL2LLli1ITk5GdHT0TQMXDaRLS0vx/vvvIz4+HsnJyTh//rzbfvR1R44cgVarRa9evVizDWX16tVo2bIlSktLfT6TXFpaim7dumHp0qWV/v7999/HZ599hq+++gp79+5FSEgIRo0aBavVyvZ54IEHkJOTg02bNmHNmjXYvn07nnjiCfb74uJijBw5Em3atMHBgwexZMkSzJ8/v9nUyoWFheH+++/HihUrUFhYiI8++ghFRUW4++670alTJ7zwwgvYtm0bHA6HV44vKCgICQkJ6NWrFwYPHoyWLVuiqKgIu3fvxu7du5GXlwez2ezVCR/P89Dr9Th16hS2b9+OI0eOwOFwIDk5GXfccQdSU1MRFxfntTrr4uJi/PLLL3jggQeQmJiI1157DfHx8Vi7di0uX76ML774AsOGDWvydeAUcVwpR1hPzPM8eJ6vdD+JRIKjR48iJiYGdrudfdfuu+8+lJaWok+fPggMDIRMJsMTTzwBh8OBCxcusNdPmzYN58+fx8mTJ9m2Nm3agOd5n53sijQgRESklhQWFpIXXniB/Pvf/yaEEOJ0Oqvcl+d5cuLECfLee+8Ru91+0+8IIeSLL74g/fr1I0uXLiUDBgwg//nPfwghhJSUlJDHH3+c9OzZ86bPcTqd7PW+CACyatUq9v88z5O4uDiyZMkSts1oNBKFQkF++uknQgghJ0+eJADI/v372T7r168nHMeRa9euEULK/1aRkZHEZrOxfebMmUOSk5Mb+Ix8G5vNRtatW0cee+wxolariUqlItOnTycZGRnEYDCQ0tJSr/6YTCaSl5dHdu/eTVavXk1+++03cvjwYXLt2jVSUlLS4J9fXFxMLly4QPbu3UvWrFlD1q9fTw4ePEiuXLlCzGazV/82JSUl5PLly+TLL78kY8aMIQqFgnTu3JnMnTuXHDhwgLhcLm/fXj5Dcx5XDAYDueeee8jhw4er3Ic+I6ZNm0bGjRvntm3//v0kJSWFfPDBB2z/4uJikpCQQD744AO3+6xjx45k9uzZxGq1EkIIOXz4MBk1ahQ5ePCgp09LxMcRM8kitSYmJgYfffQRHn74YQA31xkL4TgOXbp0wdy5c2+yn6UlFIcOHUJYWBgee+wx6HQ6lgEpKCjA+vXr8eCDD7L9KVKp1C9KMCgXLlxAQUEBRowYwbaFh4ejb9++2L17NwBg9+7diIiIQK9evdg+I0aMgEQiwd69e9k+gwcPdlv+HjVqFHJzc1FUVNRIZ+N7BAQEYMyYMfjXv/6F/Px8/Prrr1AqlXj22WeRlJSERx55BJmZmV7LBMlkMsTFxSE1NRV33HEHOnbsCIfDgSNHjmD79u04deoU9Hp9ldmxuuBwOHD9+nUcPXoUf/zxB86cOQOFQoGePXti0KBB6NSpk0dMPuoCudGc+c9//hPjx49H27Zt8c9//hP9+/fHoUOHkJOTg/feew+3336712vOfZmmPq5QDWOg3OV18+bN2LBhAw4dOoRZs2Zh3bp1AP5alaT3yuDBg7Fnzx4QQti2Xr16oWXLljh9+jQbB0JDQ9GzZ0/s3bsXBQUF7HPvvPNO/Pzzz+zcjUYjCgoKWN2ySPNBHH1Eag0hpN4PczqonTx5EufPn0e3bt0QEBCAAQMGYOvWrex3165dwwMPPACgfADcs2cPXn/9dXz00UfQaDSVlmBUFTh7M6CmA3BsbKzb9tjYWPa7goICxMTEuP1eJpMhKirKbZ/K3kP4Gc0dmUyGIUOG4PPPP8elS5ewfv16tG7dGm+++SYSExNx33334eeff4bJZPLKPUENSrp06YLBgwfjtttuA8dxyMnJwbZt23DixAlm5VxbbDYbrl69ikOHDmHbtm24ePEilEolq5fu0KEDwsPDvVK6RAjBpUuX8Nlnn+HOO+9EcnIyVqxYgTFjxiA3NxcHDx7EvHnzkJKS4vOlVb5CUxxXCCHs3pdIJOxe0Ov1kMvlePfddzFw4EBcunQJ8fHxAP5KoND/9u7dG0ajEXv37gXHcez9+vbti7Nnz7qVUkycOBE7duxATk4O2/b2229jx44diIuLAwC0a9cOr7zyijhha4Y0j6IuEY/iCR1jckOtYs+ePSgtLWUdw7Gxsdi2bRsAIDs7Gx07dkRMTAxKSkrwww8/4KmnnsL48eNx9epVLFmyBB9++CHuv//+m44PKJeJohln4XaR5oNEIkFaWhrS0tKwePFiHD16FBkZGfjoo48wY8aMm9z+GvsekUgkUKlUUKlUSE5OhslkgkajwZkzZ2Cz2dy0mCuuxFAsFgtT1zCZTAgLC0NMTAw6depUrVVzY0AIqdT17v7778cvv/wiut6J3ATHcWx1cvPmzdi1axfGjh2L+Ph4tGnTBvv378eBAweqzep27twZaWlpWLp0KXr37s3eb9SoUfjtt99w8OBB9O7dGwAwfvx4ZGRkuE0koqKi3Jr0WrVqhXvvvbcBzlbE1xGnRSJegc7Ijxw5goiICAwcOBAA0KNHD1gsFmzduhU7d+5kA9PKlSvxxRdf4PXXX0dmZiYOHDiARx55BAsXLoTJZAJQvjT35ZdfssY/mUzGHsAvvvgiyx7Q7GFjqiHQjERhYaHb9sLCQva7uLg4t45qoDzQNxgMbvtU9h7CzxCpHIlEgh49euCdd97B8ePHcfToUQwePBjffvst2rVrh7Fjx+Krr75Cfn6+VzLMHMchIiICHTt2xIABA9CnTx8olUpcvHgR27Ztw6FDh3D16lXY7XaUlJTg/Pnz2LNnD3bu3AmdToe4uDgMGjQIffr0QWJiotcCZGo9/s4776BPnz7o168f9u7di6effhr5+fnYvHkzZs6ciVatWokBcj3x9XGlulVHl8tV5Rj8xRdfoFWrVnjwwQeRk5ODEydOIDIyErt370ZcXBw2bdpU7efK5XLMmTMHmzdvdtu3X79+sFqtOHz4MOx2O4DygDgrKwvdunWr8v3E+7T5IgbJIl7j1KlT2LlzJxITE5nge//+/XH8+HEcO3YMubm5mD59OgBg1apV6NKlCx577DH2+jvvvBNOp5PV3m3cuBFPP/00Fi9ejIceeggvvfQSzp8/j/z8fHz88ces1tnpdAIAFi1ahCeeeOKmB0hDkJSUhLi4OGzevJltKy4uxt69e5GWlgYASEtLg9FoxMGDB9k+W7ZsAc/z6Nu3L9tn+/btbuoNmzZtQnJyMiIjIxv8PJoKHMehU6dOmDt3Lvbv348zZ85g/PjxWLVqFTp37owRI0bg008/xYULF7wWMIeGhqJdu3YsEx4cHIzz589j27Zt2L17NwoKChAXF4c77rgDt99+O1q3bs10XRsbnuexb98+zJ07F926dcPw4cORm5uLV199FYWFhVi7di0effRRqNVqMeDwIL44rgjLJTiOcytRIAIZt6pkQa9du4Yff/wRzz//PK5fv46ff/4ZkydPZvf22LFjsXLlylsq2IwdOxZjx47Fhx9+yAJ+mUyGZcuW4ZNPPrlJ1tCT/QAiTQcxSBbxGq1bt8bzzz+Pu+++m23jOA69evXCwoUL0blzZyQlJcFgMODatWvo1KkTWrRowfZVKpW4fv06y5jRJo5Tp06hZ8+esFgseO6559CqVStERUVBp9MBKM8ylJaW4sSJE7h8+bLHgsuSkhIcOXKEOXpduHABR44cweXLl8FxHJ5//nm8++67yM7OxvHjxzFt2jTEx8dj4sSJAMqXCEePHo3HH38c+/btw86dOzFz5kzce++9rPbu/vvvR0BAAB599FHk5ORg+fLl+PTTTzFr1iyPnENzhOM4JCUl4cUXX8T27dtx6dIlTJ06FZs3b0aPHj0wYMAALF68GKdPn27UgJncMFI5ffo0Dh06hOvXryMyMhKdO3dGx44doVAocO7cORw8eBDnz5+/Sfe2oXE6ndi+fTtefPFFdOrUCRMnToRWq8XixYuh0WiQkZGBBx98EBEREWJgXA/8bVwRlkvs378fTzzxBGsspKV6drsd33//PUaPHo3hw4fjyy+/xJUrVwAAf/75J4qKitC1a1cQQpCXl+dmLnXPPffg0KFDuHz58i37TxYsWACFQoFZs2bh6tWrAICePXveZFYFQKw3FqmcRlLREBG5JVSCJz09nXAcR959911CCCFarZaMGDGCvPTSS2xfnufJF198QZRKJduWnJxM7rnnHmIymdj7WSwW0rZtW5KcnEyUSiVRq9Xk4MGDZN++fWTQoEFk0aJF7PX1lZXbunUrAXDTz/Tp09kxv/766yQ2NpYoFAoyfPhwkpub6/Yeer2e3HfffUSpVJKwsDDy8MMPE7PZ7LbP0aNHycCBA4lCoSAtW7Z0OwcRz8HzPNHpdOTbb78lY8eOJQqFgnTq1Im8/PLLZOfOnQ0inWY2m8nFixfJvn37yNq1a8natWvJ/v37yaVLlyr9PKPRSM6ePUt27txJsrOzyaZNm8jRo0dJfn5+g0jLFRUVkczMTPLQQw8RtVpNoqOjySOPPELWrFlDLBaLty9Zk8TfxpW9e/eSBx98kISHhxOlUkkmTpxIVq9ezcbWS5cukenTp5PU1FQyb9488sYbb5Du3buTu+66ixBCyIULF8jUqVNJYGAg6dmzJ5k0aRLp3Lkzefrpp0lxcTEhhBC1Wk0WLlzIPtNoNBJCiJuMG/288+fPk/fee48sX768Tucj0rwRbalFvAqpxG66qKgIP/zwA/72t7+xDutHH30Uubm5WLt2LcLDw7Fx40a89dZbSEpKwv/+9z9s2rQJjz76KD755BNMnjyZve+FCxfQoUMH7NmzB7169cLu3bvRs2dPfPvtt1ixYgWefPJJ9OzZEx07dvTG6Yv4EcXFxVizZg1WrVqFDRs2IDo6mtljC5uDaovT6YRer0dhYSF0Oh3kcjliYmIQExNTqywsfR+NRgOdTgeZTMYspSMjI+uczS0rK8Pvv/+O7OxsrFu3DiEhIUhPT8fdd9+NwYMHNxtTD5Fbk52djfvvvx+dO3fGZ599hu7du9+Utb169SoyMzPZKgMA/PLLL7j33nuRk5ODzp07Q6PR4NChQwDK3QLz8/Px6aefYvbs2XjuuefwwgsvICMjAykpKThx4gQefvhhvP3221UeF8/zHmk4F2l+iEGyiF+Qm5uL++67D2azGQMHDsTq1asxYsQIvPnmm+jcuTP+7//+D2fOnMFXX32Fjh07gud5SCQSfPLJJ1iyZAlr/AAAu92ORx55BJs2bcKdd96J06dPIy8vD++++y6eeuqpKgdSGnhfv34dRqMRnTt3bsw/gYgPUVZWhg0bNmDVqlVYu3YtgoKCMG7cOEycOBEDBgy4ZeBot9uh0+mg0Wig1+sRFBTEAuPQ0NB6P8x5nofBYGCqFwDY+9dEG7m4uBgbNmxAVlYWNm3ahJiYGEycOBFTpkxBv3796jwhEGma0LExJycHL774Irp27YolS5ZUub/D4UBRURE+//xz/PDDDyguLoZer8f8+fPxxhtv3LR/YWEh7rzzTvz973/HvHnzUFxcjJUrV+Lo0aMYN26cm060iIgnEYNkEZ+ksgyzzWbDTz/9hD179qB///64++67WT1yamoqxo8fj3nz5iEoKIi9vn///khJScE333zDth06dAgPP/wwWrRogQ8//BApKSlYtGgRli1bhl27dkGlUlV5PEVFRZg+fTqUSiUWL16M1q1bN8rfQ8R3sdls2LJlCzIyMpCVlQVCCMaOHYv09HQMGTKENRxduHABO3bsQJcuXVBUVITQ0FAWuIaEhDTY8RFCYDQaWcDscDgQFhaGEydOYNKkSQgPD2f1z2vXrkV2dja2bNmCtm3bYtKkSZg8eTJ69Ogh1myK3BKr1Yp58+Zh586drKF6xYoV+O677yCXy/HVV1+hRYsWsNlsmDlzJs6cOYPHH38cY8eOxRtvvIEdO3Zgz549AMp7TOLj43Hu3Dn8+OOPsNvtWL58eaXjs4hIQyGuk4n4JBUDZEIIFAoFHnroITz00ENuv9u3bx/OnDmDLl26sKU9GtAePHgQb731ltv+O3fuhEKhwEsvvYQuXboAADp16gRCCI4fP44hQ4ZUejyEELz44otwOBz48ssvER4eDgAsay3SPFEoFBgzZgzGjBmDL7/8En/++Sd+/fVXPPvsszAajUhMTITJZMK1a9fQs2dPfP/990hJSam0eagh4DgOkZGRiIyMRMeOHWE2m7Fv3z4sXLgQzz//PNq0aQO5XI4zZ84gNTUVkyZNwgcffIDOnTuLy9PNCHJDeaI+Y1lgYCB69OiBVatWITU1FVevXoVarcbIkSMxffp0pkW8Y8cOfP/999i8eTMGDhwIh8MBo9GIvLw8dh/u3bsXv/32G0pKSjB+/Hg888wzNwXINMcn3qciDYUYJIv4BXQQrDgoEkLQp08f7Nq1iylfuFwuSKVSHDt2DDzPo1WrVuw1LpcLhw8fRkxMDJM/AsCUA5RKJXvfigPvl19+iS1btiAzM5Nl34QSR2Ldm4hUKkVUVBSio6OZo1lJSQlKS0uhUCjQsmVL7N69G2PGjEFgYKBX7pWioiKcPHkSCQkJuH79OsrKyth9q1KpEB0dXa8aZhH/RKg8UVEerSbQ8TA1NRUJCQkwmUw4ePAgWrRogcDAQLd9IyMj4XA4WNnOgQMH2Pdk5cqVSE1NxbPPPosXXnihWp1m8R4VaWjE9JeIX1ExCKX/7tmzJwuS6cDbqlUr9OvXD8899xyzuqayb6mpqSwgtlgsOH78OJRKJXr06OH2vjQoP378OD799FM8/vjj6N69O5xOJziOw9GjR1nNp9BCVaT5wfM8unXrhrS0NOTk5GDOnDnQ6XS4cOECtFotdu7cia5du+Kjjz5CYmIipkyZgv/85z/Q6XQNKi1HbrjeLVmyBIMGDUJqaio2btyIe++9FxcvXsTVq1dx9epVnD17FmPHjsVPP/2E1q1bi7KCTRh6v1W87+655x7MmTOHaclXRlUmIHTsa9u2LVJTUxEUFISkpCQEBgaC53m3z7r99tsxdOhQTJs2DcnJyRg/fjwefPBB7Nq1CzNnzgQAtGzZEnFxcdUakoiINDRiTbJIkyYnJwdLlizBgQMHsGnTJqxatQpffvklPvjgA4waNQoAcOjQIcyePRt9+/bFwoULKy2f+OSTT/Dxxx/j8OHDiIqKgsPhgFwuR+fOndGuXTtMmjQJBQUF+Nvf/oaOHTu6ZaIr2mMD5bV7FbMrIv7P3r17WYBQFYQQ5ObmIiMjAxkZGTh69CgGDBiA9PR0jB8/Hi1atPBI496JEyeQlZWF7OxsnDt3DsOHD8eUKVMwYcIEREdHV/sZhYWFMBgMYnNqE8ZgMDDrZdromZqaii+++AITJ068ZRlZWVkZZDJZpVnnZcuWYdGiRfj3v/+N/v37s+1nz57FlStXMGzYMOTn52Pbtm0oKirC3Xff7WYLLSLiK4iZZJEmTZcuXbBs2TKcOHECLVq0QOvWrdGnTx+3UovDhw+jpKQEd955Z6XvUVBQwCTkoqKi4HK5IJfLYbVacf78eezfvx8XL17Erl270KtXL2zZsgUcx7EMs9AeGyhXDnjhhRfwzTffNOzJ14Pt27dj/PjxiI+PB8dxyMzMdPv9Qw89xLL69Gf06NFu+xgMBjzwwAMICwtDREQEHn300ZsML44dO4ZBgwYhMDAQrVu3xvvvv9/Qp9ag9O3b95a1xlW5/a1cuRKdOnWqs9sfdb177bXX6u16Fxsb67cBsnjv3poFCxagW7du+OCDD+BwOCCRSLB69WoEBgZi+PDhVQbIVqsVX3zxBdLS0qBUKrFv3z6339P7NTU1FfHx8di0aRO0Wi3mzp2LTp06ITk5GZ9//jkAID4+Hvfddx+eeuopxMTEiNliEd+kwRSYRUR8AJ7nidPprPL3DoeDPPbYY6RLly5VmiFcvHiRdOnShSxdupQQQth+y5YtI8HBwWTFihWEEEKsVisZN24cGTFiBFmyZAkZNmwYiY+PJx988AE7Bvrfe+65h8ydO5cQ4i6A7yusW7eOvPbaayQjI4MAIKtWrXL7/fTp08no0aPJ9evX2Y/BYHDbZ/To0aRbt25kz549ZMeOHaR9+/bkvvvuY783mUwkNjaWPPDAA+TEiRPkp59+IkFBQeTrr79ujFP0OXieJ9euXSOff/45GT58OJHL5aR79+7kjTfeIAcPHqzUHMRkMpH169eT//u//yOtWrUi4eHh5L777iMrVqy4ySyiuSDeu7emuLiYfPvtt6R169bkvvvuI06nkzz//PNk9OjR1b5uw4YNJD09nbzzzjvk6NGjVe5nMpnI1KlTCcdxRCqVkv79+5NvvvmGlJWV3bRvfQycREQaGjFIFmlWVBaQ6nQ6sm3btmp/L5PJSE5ODiGEEJvNRgghZMiQIWTKlCnM7YkQQp588kkSGRlJFixYQPLz88mHH35IOnbsSE6dOuX2nq+88gp59tln2Xv5MlUFGunp6VW+5uTJkwQA2b9/P9u2fv16wnEcuXbtGiGEkC+++IJERka6/Q3mzJlDkpOTPXr8/gjP80Sr1Vbq9rd9+3ayatWqm1zvVq9eLbreVUC8d6tn3759pHXr1mTs2LEkKCiIudJVNXGvLuFQkS1btpCNGzfe9F6+mBQQEakKsdxCpFlR2RKiSqXC4MGDb/o9ubF0ePnyZbRo0QJKpRKEEAQEBIDnefz5558YN24cwsLCAJQvd2/cuBFPPvkkXn75ZbRo0QJ33XUXHA4HNm3axPYBAKVSif3799epi9xX+OOPPxATE4Pk5GTMmDEDer2e/W737t2IiIhAr1692LYRI0ZAIpFg7969bJ/Bgwe7/Q1GjRqF3NxcFBUVNd6J+CAcxyE6OhqPPPII1qxZg8LCQrz++uvIy8vD0KFD8dBDDyEoKAg//fQT8vPz8e2332LcuHFinXsNEe/d8rGod+/e+OOPPxAZGQmr1Yr8/HwA5eNgZeUPtTGRGTp0KO688072XnQ8FeUyRfwJUQJORKQKaN1mUFAQunbtiosXLyIhIQEAsHLlSoSHh6NPnz5sv6NHj+LSpUu455572MNEIpGgsLAQ3bt3B1DuNKVQKHD06FEmTeePOsujR4/G5MmTkZSUhLy8PMydOxdjxozB7t27IZVKUVBQcFMjjkwmY7JoQHmtd1JSkts+1Ia8oKCAOSSKAOHh4bj//vtx//334/LlywgPD2c63SK1Q7x3y6FjTlJSEiIiIhAZGYklS5ZAo9FgwYIFHh2T/G18ExGhiEGyiMgt6NSpE06cOOGWWfnggw+QkpKCli1bsm0rV65EcnIykpOT2badO3cCANLS0gCAua8dOHAAjz76qF8GyABw7733sn937doVqampaNeuHf744w8MHz7ci0fW9KETNZG6Id677tjtdvz4449YsWIF8vPz8dxzz6GgoACvv/76TRMBEZHmhv89nUVEGhmHw4E33ngDERERbNv8+fMxf/58hIaGsm0//fQTJk+ezNQNrFYrMjMzMWzYMMhkMjgcDgDlWs0WiwWdO3f2ywC5Mtq2bYvo6GicO3cOABAXF8fUPShOpxMGg4GZA8TFxaGwsNBtH/r/1RkIiIh4kuZ+727btg2RkZFQqVR48MEH8csvv+D8+fMYO3Ysli9fDgCi8oRIs6VpPKFFRBoQuVyORx55BJ06dWLbxowZg2HDhrEgNz8/HyaTyU1KKj8/H7t27cK0adMA/FW+8c0336BVq1bMErspcPXqVej1embokpaWBqPRiIMHD7J9tmzZAp7nmfxeWloatm/fziYPALBp0yYkJyf7xXK1SNOgud67tEZ4586diIqKQrdu3cDzPIYPH45ff/0VgwcPRnFxMQCxXEKkGePdvkEREf+kKtkiYef2v//9b8JxHCkpKWHbrly5QsLCwsjXX3/t09JHZrOZHD58mBw+fJgAIB999BE5fPgwuXTpEjGbzWT27Nlk9+7d5MKFC+T3338nPXv2JB06dCBWq5W9x+jRo0mPHj3I3r17yZ9//kk6dOjgJqNlNBpJbGwsmTp1Kjlx4gT5+eefSXBwsN/IaIn4JuK9W3PKyspISkoK+eCDD9g2Xx6XREQaGzFIFhHxAJXJGp0/f97toanRaMhzzz1HunXr1ohHVje2bt1KANz0M336dFJWVkZGjhxJ1Go1kcvlpE2bNuTxxx8nBQUFbu+h1+vJfffdR5RKJQkLCyMPP/zwTdq9R48eJQMHDiQKhYK0bNmSLFq0qDFPU6QJIt67NSc/P5+MGjXqJolKiijXJtLcEW2pRUQaiRkzZuDq1at4/vnnq3W1EhEREREREfE+orqFiEgDQQhhdcg7duyARvP/7d29S5V/H8Dxz11oKGbP6hBC0RBlEEXDoSkIJVx6GPoHGiodjChoaWnoL4jGbHZoKMKQLCGyoUCoEJcKhx6cSihTq+893Hh+nc/vV3fcdw+CrxecwXN9uM75fqe3l8dzTcWFCxeqXwcnkIHFwC/s8M9cSYbfYH5+PmZnZ6OpqelPvxUA4AeIZAAASPx9BQAAEpEMAACJSAYAgEQkA0vCxYsXY8+ePbFy5cpoaWmJgwcPxsTERM3Mx48fo6enJ9atWxdNTU1x5MiRv91+eHJyMrq7u6OxsTFaWlrizJkz8enTp5qZu3fvxq5du2LFihWxZcuW6O/v/9XL+5/YE4BvE8nAkjAyMhI9PT3x4MGDGBoaivn5+ejs7Iz3799XZ06dOhXXr1+PgYGBGBkZiZcvX8bhw4erxz9//hzd3d0xNzcX9+/fj6tXr0Z/f3+cP3++OvP8+fPo7u6Offv2xdjYWPT19cWxY8fi1q1bv3W9P8KeAHzHH7yRCcAfMzU1VSKijIyMlFL+c6vhurq6MjAwUJ0ZHx8vEVFGR0dLKaXcvHmzLFu2rOYObZcvXy7Nzc1ldna2lFLK2bNny/bt22te6+jRo6Wrq+tXL+n/Zk8A/uJKMrAkvXv3LiIi1q5dGxERjx49ivn5+di/f391ZuvWrdHe3h6jo6MRETE6Oho7duyI1tbW6kxXV1dMT0/H06dPqzNfn2NhZuEci5k9AfiLSAaWnC9fvkRfX1/s3bs3Ojo6IiLi9evXUV9fH6tXr66ZbW1tjdevX1dnvo7BheMLx743Mz09HTMzM79iOT+FPQGo5bbUwJLT09MTT548iXv37v3pt7Jo2BOAWq4kA0tKb29v3LhxI+7cuRMbN26sPt/W1hZzc3Px9u3bmvk3b95EW1tbdSZ/s8PCz/9tprm5ORoaGn72cn4KewLwdyIZWBJKKdHb2xvXrl2L4eHh2LRpU83x3bt3R11dXdy+fbv63MTERExOTkalUomIiEqlEo8fP46pqanqzNDQUDQ3N8e2bduqM1+fY2Fm4RyLiT0B+I4//Z+DAL/DiRMnyqpVq8rdu3fLq1evqo8PHz5UZ44fP17a29vL8PBwefjwYalUKqVSqVSPf/r0qXR0dJTOzs4yNjZWBgcHy4YNG8q5c+eqM8+ePSuNjY3lzJkzZXx8vFy6dKksX768DA4O/tb1/gh7AvBtIhlYEiLiHx9XrlypzszMzJSTJ0+WNWvWlMbGxnLo0KHy6tWrmvO8ePGiHDhwoDQ0NJT169eX06dPl/n5+ZqZO3fulJ07d5b6+vqyefPmmtdYTOwJwLf9q5RS/sw1bAAAWJx8JhkAABKRDAAAiUgGAIBEJAMAQCKSAQAgEckAAJCIZAAASEQyAAAkIhkAABKRDAAAiUgGAIBEJAMAQCKSAQAgEckAAJCIZAAASEQyAAAkIhkAABKRDAAAiUgGAIBEJAMAQCKSAQAgEckAAJCIZAAASEQyAAAkIhkAABKRDAAAiUgGAIBEJAMAQCKSAQAgEckAAJCIZAAASEQyAAAkIhkAABKRDAAAiUgGAIBEJAMAQCKSAQAgEckAAJCIZAAASEQyAAAkIhkAABKRDAAAiUgGAIBEJAMAQCKSAQAgEckAAJCIZAAASEQyAAAkIhkAABKRDAAAiUgGAIBEJAMAQCKSAQAgEckAAJCIZAAASEQyAAAkIhkAABKRDAAAiUgGAIBEJAMAQCKSAQAgEckAAJCIZAAASEQyAAAkIhkAABKRDAAAiUgGAIBEJAMAQCKSAQAgEckAAJCIZAAASEQyAAAkIhkAABKRDAAAiUgGAIBEJAMAQCKSAQAgEckAAJCIZAAASEQyAAAkIhkAABKRDAAAiUgGAIBEJAMAQCKSAQAgEckAAJCIZAAASEQyAAAkIhkAABKRDAAAiUgGAIBEJAMAQCKSAQAgEckAAJD8G4gkAdTLAZmpAAAAAElFTkSuQmCC", + "image/png": 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IgiDSIJFMEARBEARBEGmQSCYIgiAIgiCINEgkEwRBEARBEEQaJJIJgiAIgiAIIg0SyQRBEARBEASRBolkgiAIgiAIgkiDRDJBEARBEARBpEEimSAIgiAIgiDSIJFMEARBEARBEGmQSCYIgiAIgiCINEgkEwRBEARBEEQaJJIJgiAIgiAIIg0SyQRBEARBEASRBolkgiAIgiAIgkiDRDJBEARBEARBpEEimSAIgiAIgiDSIJFMEARBEARBEGmQSCYIgiAIgiCINEgkEwRBEARBEEQaJJIJgiAIgiAIIg0SyQRBEARBEASRBolkgiAIgiAIgkiDRDJBEARBEARBpEEimSAIgiAIgiDSIJFMEARBEARBEGmQSCYIgiAIgiCINEgkEwRBEARBEEQaJJIJgiAIgiAIIg0SyQRBEARBEASRBolkgiAIgiAIgkiDRDJBEARBEARBpEEimSAIgiAIgiDSIJFMEARBEARBEGmQSCYIgiAIgiCINEgkEwRBEARBEEQaJJIJgiAIgiAIIg0SyQRBEARBEASRBolkgiAIgiAIgkiDRDJBEARBEARBpEEimSAIgiAIgiDSIJFMEARBEARBEGmQSCYIgiAIgiCINEgkEwRBEARBEEQaJJIJgiAIgiAIIg0SyQRBEARBEASRBolkgiAIgiAIgkiDRDJBEARBEARBpEEimSAIgiAIgiDSIJFMEARBEARBEGmQSCYIgiAIgiCINEgkEwRBEARBEEQaJJIJgiAIgiAIIg0SyQRBEARBEASRBolkgiAIgiAIgkiDRDJBEARBEARBpEEimSAIgiAIgiDSIJFMEARBEARBEGmQSCYIgiAIgiCINEgkEwRBEARBEEQaJJIJgiAIgiAIIg0SyQRBEJwgSRKSySQkSSp0KARBEGMeXaEDIAiCIPoiSRITxaIoIplMIpFIQJIkGAwGaDQaCIIAjUbD/i0IQqHDJgiCGDOQSCYIglABoigyMRyPx1nGWP4BwASxJEkQRRGSJKUIY1k0a7VaJppJOBMEQYwMEskEQRB5RimIlT+yIP7www9x7LHHwmKxsCyxjCAI0Gq17HdZQEuShN27d6OtrQ2zZs1if5eFtTLbTMKZIAhiaEgkEwRB5BC5ZKI/QSz/XVk2IaPT6VJ+HwhZ8MrbUD4mZ5yTyWSf5yn/T8KZIAiiLySSCYIgsoSyhjiRSPTJEAPoI4hzIU6VglgZmzLG9OeTcCYIgkiFRDJBEMQISG+qUzbWKWuFleURhRSdIxXO6aKZhDNBEIcKJJIJgiCGQFm2oPxJb55TiyDOlEyEs1I8k3AmCOJQgkQyQRCEgqEEMQAmDMei9RoJZ4IgiF5IJBMEcciiFMTKOmJRFNnfx7IgzpRMhXP6eCnrnNNfTxAEoXZIJBMEcUggC2JZFAcCgT5WarwL4nyuxJeJcE4kEuw5iUQCgiDAZDKRcCYIggtIJBMEMeZIF8SyYFNmiFeuXInDDjsMTqeTS0E8EGptDty1axfC4TAOO+ww9hzKOBMEoWZIJBMEwTUDCWKl7RqAfjPE6d7ERPZRCme5sVGZcZazzcrn9LcACkEQRL4hkUwQBDfIwldZQywLYlEU+wiy9NXqCHUwVKmGskwDQEqmmYQzQRD5gkQyQRCqJF0QK0sm5LIJpZOCTqcblnDiRWRJkoRgMAifzwe/3w+/3w+9Xg+HwwGn0wmn08nqfNXMUPXS6cJZ+fx0ZxGAhDNBELmHRDJBEAVnMEGsLJuQxdBwBfFg76smJElCOBwGADQ1NSEUCiEQCECSJNjtdjgcDowfPx6SJMHn82H79u0IBALQ6/VwOp0AgFgshmg0CqPRWMiP0i8jvYgh4UwQRCEgkUwQRN4ZqKmuP0E8VksmJElCNBqF3++Hz+djmWLZg1gURVRUVMDhcMBqtaZkWvV6PdtOMpmEz+dDT08PWltbEQgE8N5778FkMrFMs9PphMPhSHkdjwwmnOWSG+XiLgD6rW8ei/sTQRDZh0QyQRA5JV0QKz11gYPWa0ohMxaJxWJMEMv/j8VisFqtcDgcKC0txYQJE2Cz2fD+++9jwoQJMJlMQ25Xq9WiqKgIRUVF0Gq1aGtrwxFHHMGEc09PD5qbmxGJRNh7KYWz0gaPR4aqb5b3vf7q1Uk4EwQxGCSSCYLIGsqSiWg0yrKiAwligJ/a4OGQSCT6COJIJAKz2QyHwwGXy4Xq6mrYbDbodP1Pw6MpBdHr9SguLkZxcTF7LBqNMtHc2dmJHTt2IB6Pw2azMcHsdDpht9u5d/wYSjjL+6nyeclkEjqdjpXykHAmCIJEMkEQI6K/GmI5QyxJErZt2wadTof6+nqWrVST6BAEISs1yfLCJEpBHAqFYDQa4XA4YLfbUVlZCbvdXtByB6PRCI/HA4/HA6D3+4tEIkw479u3D1u2bIEoirDb7SmlGspyj5FS6PrvoYTzp59+igkTJrDxoeW2CYIgkUwQxJCkC+J0L2KlAJEFsVarTfl9LCCKYorThM/nQzAYhE6nY4LY4/HAbrersnFOiSAIMJvNMJvNKC8vB5DqpNHT04Pdu3djw4YNEAQhpUzD6XTCbDYPWzCqTWCmC2dluY9yuW3l80k4E8ShA4lkgiBSUNZxKn/S3QSUAngsigRJkhAKhVIEcSAQgCAIzGmitrYWdrudCwu2TBAEATabDTabDZWVlQB6LwwCgQB6enrg8/nQ1NQEv98PnU7XpzEwkxpqtZPJctsknAni0IBEMkEcwgxHEI/EUqvQt9gzRS49SHeakCQJNpsNDocD48aNg8PhgMViOaQEkEajgcPhgMPhYI8lk0n4/X5WqtHW1oZAIACj0dhHOBsMBgDq3xfSXTGUkHAmiEMTEskEcYigFMTyanXyv+W/j0YQp6NmQRCNRiGKIlpbW9Hc3Ayfz4dEIsHcH8rKyjBx4kRYrVbum9hygVarhcvlgsvlYo8lEokUR409e/YgHA7DYrHA4XAgFotBp9MhkUgM2KzIE5kK5/TjSmltmP56giDUBf8zFUEQfZAFcXpTXa4EsZqJx+N9nCai0SgEQUA0GkVJSQlqa2ths9nGVP10vtHpdHC73XC73eyxWCzGyjRaWloQjUaxdOnSPo4aDodjTFyMZCKclUtuk3AmCHVDIpkgOCddEKc31RVSEOf7FrtcBqAUxOFwGCaTiZUMVFVVwW63Y+XKlaipqUkRdUR2MRgMKC0tRWlpKbtQq6+vZ9nm/fv3Y9u2bUgkEv06auRTOA9WbjEahhLOsmiWn0PCmSDUA4lkguAIpcdrf4JYJl0UF4JsWawNhNxQlu40YTAYWGNdeXk57HY7q4slCo/JZILJZEJZWRmAg0txy8K5paUFmzZtAoA+wnms1INnKpyVz+tv5UCCIHILiWSCUClKQZxeQxyNRrF27VrMmjWLWa2pcbW6bIlkpTWZ0mlCq9UyQVxfX8+s1zIZB7WNlRI1xzZSBtoXBEGAxWKBxWJBRUUFe67SUWPXrl3w+XzQarUpZRpOpzNrziK5yiRnylDCua2tDbt378bMmTMBpC7bTsKZIHIDiWSCUAHpgljOEMtlFDLyyVCn0yEcDkOr1aq2jnakJ2w5s6h0mggEApAkiQni8ePHw+FwjMirN/29iPyR6Xcl2+zZ7Xb2mCiKKY4a27dvh9/vh8FgSMk2O53OMXPnQCmcJUlitfQA+jjQACScCSLbkEgmiDwjC+L0GmL5pCef+JSCOP1EJ9cpjgWRF41GmRiWM8XJZJJZr1VUVDDrtbHQ3EWMDI1Gw0SwTDKZTHHU2Lt3L0KhEEwmUx8ruqFWOyx0JnkolL0FwEFhrMw2y3OI8nOk1zeTcCaIzCGRTBA5Jr2pTmkNpcwEKU9mY4V0ER+Lxfo01sViMWa9VlpaigkTJsBms5EgJoZEq9WiqKgIRUVF7LF4PJ4inJubmxGJRGC1Wvs4aqj1LsxwGKpMQ557+hPO6T7OBEGkQiKZILLIYIIYOJgNkk9QwMjKEtKzSGpEvj28a9cuJogjkQjMZjMcDgdcLheqq6ths9nGhG8uMTj52lf1ej2Ki4tRXFzMHotGo0w0d3Z2YseOHYjH48yKzul0phynamQ4me7hCuf+XDVIOBMEiWSCGDH9NdXlQhAPFYMaSCaTfZwmQqEQO+E6HA5UVlbCbrcPeds7X5AAOHQwGo3weDzweDwADq6wKAvn1tZWxGIxfP755ylNgbIVnRr2ldGWgwwlnOX5LN1RI71MQw1jQRD5gkQyQWRAelNdf9Zr8glEvoWby5NJIU9UoigiGAymNNYFg0HodDrWWOfxeNDd3Y1EIoGpU6cWLNahUMtFRrZQ++dRi8ASBAFmsxlmsxnl5eUAgPfeew+TJ08GAPT09GD37t3YsGEDu8hTCufRNoyqhUwWP0l/Pi23TRxKkEgmiDSGEsTKE0s+BPFQseZ6+6FQqI/ThOw+4HA4UFtbC7vd3seKy+/3Ix6P5zQ+oi8kWEaOxWKBy+VCZWUlgINe3HLGuampCX6/Hzqdrk9joMlkymls+WoszEQ4K8UzCWdiLEMimTikSXeZSCaT8Hq9CIVCKCkpAZDfDHGm5CIG+Ra0UhD7/X5IksScJsaNG8ecJtQwDgSRSzQaDVupcfz48QAOruooC+d9+/YhGAzCaDT2Ec7ZtKIrpPvGcITzzp07UVVVBaPRSMKZ4B4SycQhQ3+CWM4YK0smfD4fOjs7UV5ertpJPRuNe7FYLEUM+3w+JBIJ5jRRVlaGiRMnjnh5YLWOHVEYeLFYGwqtVguXywWXy8UeSyQSKY4ae/bsQTgchsViSSnVcDgcY6ZJdSDhvHXrVng8Huh0OtajMVhjoJr3CYIYG0crQaQhC2LlwhyyIJb/rpy4lZN1rprsckGmIjkej/exXotGo+wk7na7UVtbC5vNllVbLDXXyPLw/Y41xuqY63Q6uN1uuN1u9lgsFmMrBnZ3d2Pnzp2IRqMpjhpOpxN2uz2ji1C1X2QABxc90Wq1fbzc5YyzcsntdOHM09xLHBqQSCa4ZzSCuD/kiV7tDPQZ5NvBSkEcDodhMplYHXFVVRXsdntOs1o8nOh4+J6J/JBtEWowGFBaWorS0lL2mNJRo62tDVu3bkUikYDdbu/jqJEunHkQyekrACr/PVCphiya5eeQcCbUBIlkgivSBXF6U91wBXF/8CSS5RXH0p0mDAYDE8Tl5eWw2+0FWaqXh3EkiHxhMplgMplQVlYG4OAS7LJwbmlpwaZNmwCgj3Dm4VjqTyT3BwlnghdIJBOqRendmS6IRVHs1wg/G5OmWkWyJEkp1muiKGLlypXQarVMENfX18Nut8NoNBb8BFLo9yfUhRqPqXTyvc8KggCLxQKLxYKKigoAveMkO2r4fD7s2rULPp+PNQ83NjYy4ZzuKFNoMhXJ/ZGpcFaWxfVX50wQ2YREMqEKlIJYuTiHnDUGDophQRCg0+nG9IQoZ5jSrdckSWKCWBAEzJgxA263e0yPRa6gMcs/ah5ztYh42V7Rbrezx0RRxJYtW9DZ2YlYLIbt27fD7/fDYDCkZJudTmdB7hjJZHsM04WzcvvpDdcACWci+5BIJvJOuiCWM8TypCdPfPIkl29BXIhMcjQaZWJYLp9IJpPMeq2iooJZr8m3Gvfu3auKjPFgqEV4EATPaDQamEwmWCwWTJ8+HQBYqZVcqrF3716EQiGYTKY+VnT5XuUyV3NSf7XOJJyJXEIimcgpsuhNryEeSBBnq2RiNORaJMfj8T7Wa7FYjFmvlZaWYsKECbDZbIN2vRd6nIZC7fEBJOKJg6i9MS49Pq1Wi6KiIhQVFbHH5LlFFs7Nzc2IRCKwWq1MMMv/z6aLjTJGIL/H/mDCWT73pI9den0zCWdiIEgkE1klvalO/pEkCTt27IBOp0N1dXXKJKU2simSE4kE/H5/StlEJBKB2WyG3W6Hy+VCdXU1bDbbiJwmSOQRvED7au7R6/UoLi5GcXExeywajTLR3NnZiR07diAej/exohvqojwTCiGS+2Oo+mZRFPH5559j/PjxzH1EPiel+zgThzYkkokRM5ggBg5mPuSJR76iV7uZ/kgnxmQyiUAgkCKIQ6EQjEYjqyOurKyE3W7Pyu1PHiZwEkaEEjXvs2rfV0ea6TYajfB4PPB4PGw7Siu61tZWNDY2QhTFfq3ohvOeahHJ/ZEunGOxGBtT5d3O/hrCSTgfuqhbrRCqob+mOlkQKydGeUKRf1ei0WhUfyKSGSpOURRTnCZk6zWdTscEscfjYU4ThYqzkKj9ZKL2+Ij8o+Z9IlvlIIIgwGw2w2w2o7y8nG07GAyyUo3du3djw4YNEAQhpbbZ6XTCbDYPGIeaRXI6kiT1W2qhTPLI5z2lcO6vTIOHz0uMDBLJRB/Sm+rSvYiVE4Zc15bJJKFWa7V00uOUJAmhUKiP04Tche5wOFBbWwu73Z5XSyYeJmYevm+CANRfk5xLBEGAzWaDzWZDZWUlgN5EgGxF19PTg6amJvj9fuh0uj6NgSaTCQBfx/tA3/dQpRrJZLLP82m57bELieRDnFwJ4v4QBIHZuakVSZIQj8eRSCSwbds2JowlSWJOE+PGjWNOE4WcCNV+0cHDSULN46fm2Ij8k28Rr9Fo4HA44HA4MH78eAAHV/OUhfO+ffsQDAZhNBrhdDphsVgA9DYQFtKKLhOGM56ZCGeleCbhPHYgkXwIke4yIf+k2+bkquNXjaIuFov1cZqIx+MQBAGJRAIejwcNDQ39LhOrBtQ2ngQxELSvjg41ZLq1Wi1cLhdcLhd7LJFIsDKNrq4uAMC7774Li8XCSjTkjLOa+lFGO54knA8N1LPHElml0IK4PwotkuPxOBPC8v+j0SgsFgvsdjvcbjdqa2uRSCTQ2NiIKVOmFCzWTOBhciVhRChR8z6rBhHKIzqdDm63G263Gx6PB52dnTjttNPYioHd3d3YuXMnotFoH0cNu91esORDLr7vTIWz/N4knNUPieQxgCyIlQtzyIJY/nu+BfFgseYD+bagso44HA7DZDKxOuKqqirY7fY+2Q2v18uNuFNznGqf6At90UYQw4EHES/HaDAYUFpayuzVAKQ4arS1tWHr1q1IJBJ9HDVsNltePme+xjMT4axccjtdOA/UCE/kBxLJnJEuiEOhEERRZPXCahLE6eRKlMgNJulOEwaDgQni8vJy2O32jOrkeBFPPMSp9viI/KHmfYEHVwaeRHJ/mEwmmEwmlJWVseeGw2EmnFtaWrBp0yYAYLXQsnDORf9HIcdzKOEsi2b5OdFoFHq9nq2wSsI5f5BIVjHpgji9qQ4ANm7cCJfLhfHjx6tKEPdHNkSdbFWkLJvw+/3QarVMENfX1zPrtZGMBw/iE1D/BKn2+Ij8Q/vE2Ga4zXAWiwUWiwUVFRXs9bKjhs/nw65du+Dz+aDVavt11BjN/qS2i47BhPOGDRtQUlLCGigp45w/SCSrBKUno+xFLAtiURRTDiBlllir1aYcIGpmuD7JcqYhXRBLkpRSMuFwOAb17hwuPE0yahfzao+PIAA+9lO1ibr+GO04yraadrudPSaKYoqjxtatWxEIBGAwGFKEs9PpHJajhuyTrGbk71uSJGi1Wmi12n4zzvLzlIJZbXeSeYVEcgFIF8RyhljOGgMHxbAgCNDpdAPu6LxkPYGhY41Go32cJpLJJLNeKy8vx6RJk2CxWHI6ufEypjT5EUR2UfMxxcOclAshr9FomAiWSSQSKcJ57969CIVCMJvNKWUaTqdzQEcNZfJJ7aTbsSr/r9wv0hvzARLOo4VEco4ZTBAryybknXcwQdwfgqB+72El8ueNx+N9BHEsFoPVaoXdbkdJSQnq6+ths9kKcrXPwwkJUHecap+IebkYIggZtR9T+cp263Q6FBUVoaioiD0mn1Nk4dzc3IxIJAKr1ZqyYqDD4UjJyPLAYFlv5XiTcM4+JJKzTH81xAMJYvn/o4GHE7181d/d3Q2fz4ePP/4YkUgEZrMZdrsdLpcL1dXVsNlsqvDR5GFMAfWfMAF1i3giv6h5X+ClcU/t5QFA4cZQr9ejuLgYxcXF7LFoNMpEc2dnJ3bs2IF4PA6bzQZRFNHW1gZRFAuWjMmU4Wa9BxPOcgln+gWNLJhpue1UCq9IOCZdECs9EJWTrnLHyzZqE3TJZLKP00QoFILRaIRer4dWq8XkyZNht9uh1+sLHW6/qG1MB0LtcdIEO3LG6tiN1c9F9KK2ummj0QiPxwOPxwOgNz7Zim7NmjVob29HU1MTRFHsY0VntVpV81myMa5DOWrIWoaEcyokkjNEaQSeLojlvysFMZCfE8Jwm+GyiSiKfZwmAoEAdDoda6zzeDzMaWLv3r1oa2uD2+0uSLyZwtMkoGaRDKg/PoIA+Mkkqzk+QP0xCoIAs9kMk8kEADjyyCNhNBoRDAZZqcbu3buxYcMGCILQx1Ejmw3iwyFXdxGGK5z7c9UY68KZRHI/SKIIcdULEFb/GQh2IFk5C+Fjb0HSVdtntTrZn7iQfov5ECKSJCEUCvVxmpC7kR0OB6qrqwe15lF75lMJD3GqfWKi+LKLvIS63++HwWCAy+Vi9ZXE2EftAhTgI0YAfc7jNpsNNpsNlZWVAA5678ulGjt27IDf74dOp+vjqGE0GvMSb77GdSjhLItn5fPTS0jHknA+5EVyelOdr8cLx7u3w7zlNfYcTU8zdFv/h+DF/4ZYOlVVX34uGvfkW1Lpgliu3XI4HKisrITD4RiWyTsvIllZw6Wm77o/eBhPNaPW8ZP9Yru6uphnbDgchsVigcPhQDAYRFNTE+LxOKvrd7lciMViqv5MaoWHTDIP8DBnAkN/3xqNhi1oInsTy6u4ysJ53759CAaDMJlMfRw1sl1KWGgnjqGEczKZTHl+MBiE0WhkmXeehfMhK5L/+te/QqfT4ZxzzkkpYo/97x6Yd74GSaND9MTbIZZNh+GTxZCsZZBKJqvuS86G8JQzVEqniUQiwZwmPB4PGhoaYLVaR3XLh0RydlFzbDI8fN9qIBKJsNu9Pp8PkiRh06ZN7DZveXk5HA4H9Ho9BEGAXq9PWbHM6/WyhRcAYNWqVXA6nXC5XDk5aY8UHvZZtaL2+Qjg53gfyUWRVqtlF6MyiUQixVFjz5497GI23VFjNE3pavzuBxPOjY2NKC0tZRcY8vM0Gg10Op2qmyTTOWRF8vLly6HVavGVr3zl4C2CeBBlre8AACJzH0Ni2oUAgHDVcQAEQKO+25rDzSTH4/GUDLHP50M0GoXFYoHdbofb7UZtbS1sNlvWb+PyKJLVjppjVNukrhaUGSn54jQajabcpfH5fDj66KNhtVoH3I4g9F2xrKmpCW1tbSguLobX60VLSwvC4TBsNhsTzS6XCzabjb4fBWo+jmTUKJT6g4cYs3XnQKfTwe12p/TZxGIxdmx3d3dj586d7PhWZpvtdnvGYpE3ZxN58RNlz5ScceatPOyQFcl6vR6xWCz1CzPY8OUJv0VF9ydwHBDIAACtYhUfSYLg3QmpqC5/wQ7CYMJTPhkrRXEoFILJZEpZsc5ut+fFeo03kax2eBnPQxlltlcWxIFAAHq9nmWZ+jsGGxsbR7QfajQaGAwG1NbWssei0Si8Xi+8Xi9aW1uxefNmAEgRzfmqrVQ7vBz7aoUXIZ/L8hqDwYDS0lKUlpayx2RHjZ6eHrS1tWHr1q1IJBJ9HDUGunjlZVxlBlr8hKc1HWQOWZFsMBgQCAT6PJ40FaGz/gI4+nmNEGyH+bXvQ9O1FYHvfgyYnP08K7/IQkluNFAK4mAwCL1ezwRxeXk57Hb7sJbuzEWsvKD2WHmYNNU8hrkYP+UiOfJt2GQyyU6GQzW35gKj0YiysjKUlZUBOOhKIwvnxsZGBINBmM1mJpjlpkAesleHCjwIJR5iBPJfg24ymWAymdgxqLx47unpQUtLCzZt2gQArBZaFs4Wi6XgNcnDRRTFPnOH0hqXJw5ZkazX69m65wCgad8IsWQqNBrNgFc7ktkNRP0QIj0wfPlXxI6dn69wU+OQJGa91tnZiWAwiA8++AAajYYJ4rq6Oma9ppaDixeRTOUW2UEt+91gjGb85ONQzhL39PSwOzVOpxNutxt1dXWqW6hAnifsdjurGYzH46y2uaOjA9u3b0cikYDD4WDZZpfLNSpxr+Z9lYfGPR4EKA8xAoX/vvsrlZKbdeX5RO4x0Gq1SCaT2L17NyKRCLvro+Zx5mU/yIRDViQbDAbE43EAgKZzK6wvzEGy8mgIMx8aeDLXaBE75jqY/7cQ+tV/QmzW91NLMXKAfMWZ7jQhSRLsdjvzfTzssMMK5uGYKWqOTQkvIpmH8VT7GA4HZa1hT08P/H4/gIOZnwkTJsDpdBbsTs1o0Ov1KCkpQUlJCYCDlo9erxc9PT1oampi1nPKMo3hNiTxsM8SI4cXcVRokdwfsp2q3W5nj4miCL/fj08++QTxeBxbt25FIBCA0Wjs46ihpnmnv0wyrxyyIlmv1zORrNv2JgBAMtqh0eoHPbEnpnwd4oe/gCbQBl3jf1hzX7aIRqN9nCaSySRr6ikvL8ekSZNgsVig0WiwZ88edHZ2wmKxZDWOXMBLTZKaJs7BUHtmnpdx7A/55KR0nIhEIrBarXA4HCgrK8OkSZNUtSpXNhEEAVarFVarFePGjQPQ2+Mg3x6W3TSi0SizoJPFM49jokbRlA4PAlTN85ESHsYS6L3r43T2lnXK800ikUixotu7dy9CoRDMZnOKo4bT6cxLr1F/8DK+mXBIi+RYLAYA0G1/GwCQmDAHgiD08fxLQWtA/IjLYfz4V9Bv+PuoRLKyflE+IcdiMWa9VlJSgvr6+kFv16pdKCnhKVaAnwmfGBnKOwbpFmzywgFylriyslLVS6nnA61W26eTPxKJsNrmPXv2YOPGjdBoNCmiWW1ZLiJ38CKOeMt0KsdVp9OhqKgIRUVF7O9yuZQ8hzU3N7OLeuWKgflafGig8eVh30jnkBbJiUQCiIeg2bcaAJCoOwNCe2RIcRSfdiGMH/8K2uaPIfhaIDnGDfl+8tWfLIblzJTZbGaZmOrqathstmHfvuRFzPESK0/lFmqPUY3xycdiOBzGnj172KIc8t2aqqqqgi5ByxMmkwnl5eUoLy8HcDADL5dptLa2IhQKseYjAHC73aqr06ZMcvbgIUZexhI4uG8Odrykl0sBvXel5Wyz3Gcgz3PpjhrZPhYHazTkZdxlDlmRbDAYei3g2tZDkESI1jJIjnHQdDYNWRIgOccjMX42dLtXQNf4GuLHXJ/y92Qy2a/ThNFoZI112cpMKX0I1Q4Pog7gRyQD6o5RDZOhXFubbsFmNBohSRIcDgcmT54Mu93OnX+nGpFvD8u3iIHeWm6v14vNmzcjEAjg008/BQDWFChnnE0mU6HC5gIehB0PMQL8xAmM/ALOaDTC4/HA4/Gw7Sit6FpbW9HY2AhRFPtY0Y22ZIoXX+dMOGRFslyTrNm3BgCQLD8SQOZCLjZ7IWJHX4d49ckIpnkRBwIB6HQ6Jog9Hg9zmsg2vAhPQB2iKVN4GFcexjPfYyiXMClFsfIkUFtbyyzY1q5dC7fbnbKCFpF9DAYDPB4P9uzZg+LiYlRXV7Mufq/Xi23btiEQCMBkMvWxoMvXhYvaj3Ve4EV88hInAJa0G228cpO/2Wxmd35khx55zty9ezc2bNgAQRBSRPNw76zxZlk3GIesSJbdLbQdvcb6oucwAINnZmWnCZ/PB1+4pLd8ovlj1pXqcDjy7oPKg5iT4S1WHlDzeOZ6DGW/X2UtXjgcZg0sJSUlmDBhwqiXUyeyi7KLv6qqCkBvCYwsmru6ulgJjNyEJLtp5LIERu3HPA/CjocYAX7iBDIrtxgpgiDAZrPBZrOhsrISANiaC3LGeceOHaxHQymcB1uAiDLJYwBZJMcbvgLJVIRk9YkADjowSJLUx2nC7/dDFMWU5WMdDgcsFktB/RZ5cIwA+BLJgLoFKKD+kzqQ3TGUa+yUFmyCIDAh5fF44HA4Mm4S42H8xhKD7Qs6nQ7FxcUoLi5mzw2Hw6y2edeuXVi3bh10Ol2Kb3MhO/jzDQ/CjocYAX7iBPJfL6/RaFiTn+yjLq/eKwvnffv2IRgMMk94paOGXq/nanyH4tCYXfpBFsnJhjlINsxBJBJBoKMDnZ2d8Pv9+Oijj5BIJJjThMfjQUNDQ0pWSgjsg37VE9D4WxGZ92RBPgdPwpNizS48xDhS5ElZWToRjUbZBWpFRQWmTJky6gvUsTp+aiXT70q52IKc4Uomk2x/8Hq9bHEFm82WUqYx0NK+gzGWTuqFhJfjiafvO1vlFqNBq9WyC1MZ+e6PfEzu2bMH4XAYFosFyWQSe/fuRWlpKex2O9cXsvxGPgp6enqwceNGtLS04LzzzsPGjRvx9a9/Hd/61reg0+mg0+kwbdo02Gy2wWviJAnGlU9DggDh1J9CspXl70McgCehRLFmHzXHmOmknlLGdGDClev65SxFVVUV95MtMTq0Wm0f6yu5Ecnr9WLv3r3YvLm3fE4pml0u15iwoONF2PEQIy9jCajXeSX97g9wsEn3iy++YMtty8kNp9OJiooKtsIgLxwSZ5zNmzfjzTffxMqVK7Fy5Ups2bIFHo8HmngIXz96HBZecxGOPPVcuN1utLa2orW1NaU7eyAkewWS5UdCu28NdDuWIj7j0jx8mlR4dLfgYYJSe3wAHzH2t28mEok+zXWJRKJgdf0Ev5hMJphMJpSV9SYo5HpK2bu5sbERwWAQFoslRTTb7faUmkke5iSKMXvwEidwMFYe4jUYDMyGbsaMGTAajSmOGjw29GW9svrpp5/GjBkzWE3L7Nmz8f/+3/9jf49EIpg/fz6Ki4ths9lw4YUXoq2tLWUbzc3NmDdvHiwWCzweD2677bZeT2MF77//Po466igYjUY0NDTg+eefHzCmZcuWYenSpZg4cSIWLVqEtrY2/PWvf8VpU4qw0PY6zuv+AzPIH24GMVF3BgBAu+vDjF+TTXjJeAJ8iDolPIyrmmOU981AIICWlhZs2rQJn376KT744ANs3rwZwWAQbrcbM2bMwCmnnIKjjz4akyZNQllZWV48itW+P6r5u1Urcj1ldXU1ZsyYgZNPPhlnnnkmpk6dCqvVivb2dqxcuRJLly7FJ598gs2bN2Pfvn2IRqM03lmAF/HJS5wAf04R6eUh8kXsxIkTU3yceSHrmeSqqir84he/wMSJEyFJEv785z/j61//OlavXo3DDjsMCxcuxBtvvIGXX34ZTqcTN954Iy644AIsX74cQG/d2bx581BeXo6PP/4Yra2tuOKKK6DX6/HQQw8BAJqamjBv3jxcd911WLJkCd555x1873vfQ0VFBebOndsnpmuvvRbXXnttymMGgwFufe+Ke6LVwx7XaDTDaoRL1pwMrHgcuuaPAEkEhPx2dPLWuAfwMUHxcPGhxjGMxWIsS9zV1YVYLIZVq1YxC7b6+no4HI6c2CES6qZQx5Ner0dpaSlKS0tZHLIritfrxY4dO+Dz+QAAq1evTrGgU1N5Dw/zJg8xAvzECfAVK5BbN45CkPUZ4Lzzzkv5/cEHH8TTTz+NTz75BFVVVXj22Wfx4osv4owzejOwzz33HKZOnYpPPvkExx9/PN566y1s3LgRS5cuRVlZGY488kg88MADuOOOO3DffffBYDDgmWeeQV1dHR577DEAwNSpU/HRRx9h0aJF/Yrk/tDr9Sg29i4/LVkOiuThiqNk+ZGQDDYIES80+9dDLJuR8WuzAQ9iToanRTp4GddCxqi0CpKFcSQSYbe23W43wuEwTjrpJNVOmDx8x2MJNZzslbZX48b1rpbq9XqxcuVKOJ1O5qYRi8XYxZ1c4zzaRRZGAw9iiYcYAX7iBPizU5OTdjzFPBg5vUxOJpN4+eWXEQwGMXv2bKxatQrxeBxnnXUWe86UKVNQXV2NFStW4Pjjj8eKFSswffp0VmMGAHPnzsX111+PDRs2YObMmVixYkXKNuTnLFiwIOPY9Ho9HPoDItl8sBFk2DW+Wj2SVbOh2/E2dLs+RIxE8oCQSM4u+YxRtkRUCuJAIMBWWHM4HCgvL4fD4WCrSPp8PrS2to6ZyZIYu2i1WgiCgPr6egAHVyeTLejkRRa0Wm2KaHa5XKNeNXUsofY5U4Y3kcxLrMDAjYa87Bvp5EQkr1u3DrNnz2b2PP/85z8xbdo0rFmzBgaDoc8KV2VlZdi3bx8AYN++fSkCWf67/LfBnuPz+dhiAkNhMBhg1YkABEhGO3t8JOULiZqToGn7ElKeSy0A/hr3AH4PFrWRy4lTtttSNtjF43FmwTZu3Dg4nc4ha4fpuyZk1LwvpAsR5epkcje+KIrw+/2sKbClpQXhcBhWq7WPBV0uLgx5EEs8xAjwEyfAZ00yL42GmZATkTx58mSsWbMGPT09eOWVV3DllVdi2bJluXirEWMwGOAwiAC0gNHBHh9Jdi5+xOWIz7wGKMBOwUPGU4YnkczLuGYjRkmSEAqFUkRxMBiEXq9nBvHV1dWw2+3DWiZY7ZOk2uMbi/A85vJdE6fTiZqaGgAHF7jxer1oa2tDY2MjAMDhcKQsepKtGnwexo+HGHkSyTzFCvAX71DkRCQbDAY0NDQAAGbNmoWVK1di8eLF+Pa3v8189JTZ5La2NraWeHl5OT777LOU7cnuF8rnpDtitLW1sfXFM0Gv18Om7xXJkvGg3dtwG/cAANrCeXDyIuYAEsnZZqQTUTwe72PBJoois2Crra1lzXVjabIjiIEY6YndaDTC4/HA4/Gw7cgWdD09Pdi6dSsCgQBMJlPKKoEOh2NYF5zyttUOLwJJFEVuysB4rEkeaB/gMcOcl9ZdURQRjUYxa9Ys6PV6vPPOO7jwwgsBAI2NjWhubsbs2bMBALNnz8aDDz6I/fv3s4nn7bffhsPhwLRp09hz/vvf/6a8x9tvv822kQkGgwF/Wx/HVy5fALH8YB3xqMSRJAFRH2Aa2mM5W/DoPczDZM+DSAaGHktRFBEMBlNEcSgUgtlshsPhQElJCerr63N6i1jNqD2+4TLWPg9vCIIAu90Ou93OlvSVVybzer3o7OzE9u3bkUgkWLZZLtPIpHRJ7XM8DzECfB0nvJVb8CbqhyLrIvnHP/4xzjnnHFRXV8Pv9+PFF1/E+++/jzfffBNOpxPf/e538cMf/hButxsOhwM33XQTZs+ejeOPPx4AMGfOHEybNg2XX345Hn30Uezbtw9333035s+fz25ZXXfddXjyySdx++2345prrsG7776Lv//973jjjTcyjtNgMODvGxJYPOtmWK1W9vhIa3y1296C6a1bIVbMRPj8Pw/79SOFJ1s1gB/xyctYphONRvtkiQVBgMPhgNPphMfjgcPhyMsKZDyMIUEAuZ0/01cmk1eYlGubd+7cCb/fD71enyKanU6nqizoMoEXgcRLnAA/53YZnrL0mZD1I3D//v244oor2Kp1M2bMwJtvvomzzz4bALBo0SJoNBpceOGFiEajmDt3Ln7729+y12u1Wrz++uu4/vrrMXv2bFitVlx55ZW4//772XPq6urwxhtvYOHChVi8eDGqqqrwxz/+MWP7NwBMJMTj8ZTHR+o7LNk80IS7ILR8nle/ZHln5EF4AnyJZB7ijEQiaG5uZsI4Go3CarUyt4lJkyYV3LaKyC9qPaHSvtCLIAiwWCywWCyorKwEcLBRVummITe+y2UayWSywJEPDS/fMU/CkydBD/A1tpmQdZH87LPPDvp3k8mEp556Ck899dSAz6mpqelTTpHOaaedhtWrV48oRqC3JnlKiQbo2ALYZgA6E4CRiyOx9DBIOjOEaA80nVshlkwecWzDgacSBoAf8Qmoa0xlSyqlBZvf72d3PhwOByorK1W1AILaJ0qe9sWxglr3iULvB1qtFkVFRSgqOmhHqrSgk5001qxZk1Lb7HK58nJXKFN4EUi8xAnwFSsweCaZp88ho46zaQEwGo1YerkF4/59AYKX/Q9i2eEADpZbDHvH1OqRrJgJ3e6PoW1ZSSJ5AHgRJoWOM5FIsHIJWRQnEgnYbDY4nU6MHz8eXq8XQK/XODG24PFkwjtqG3OTyYTy8nLWsL5s2TLU1dUB6F38pLW1FaFQCBaLJUU02+32gmUeeRF0vMQJ8FmTzFO8Q3HIimStVguj/Ol1B+15RlPjmxx3TK9I3rsS8SMuy1aog0IiOTfke6GO9Oa6YDAIo9HITnw1NTWw2WwpHfHBYLBPuZDa4OG7JghesNlscLvdqK6uBtC7DLzcFNje3o6tW7dCFEVmVSdnnU0mU17i40Ug8RInwF+5BdUkjxEEQYBJd0BgKizcRlPjmxx3LABA27IyCxFmhnygj6SOuhCQSO49saU318klEw6HA/X19cyCrVAxZgNeTkJEflDzvsqDaOovRoPBgNLSUpSWlrLnBINBVqaxfft2+P1+GI3GFN/mkVjQZYraxxHg4/uW4SlWgL94h+KQFckAYBokkyyK4rAnkWTFTACApqcZQqgTkqU4K3EOhuw7qOYTkBKeYs0GoigiEAikiOJwOAyLxQKHwwGPx4OGhgZYrdYxdfUtcyh918TQjKWTpxoRBAE2mw02mw1VVVUADlrQ9fT0oLu7G01NTYjH47Db7SllGhaLZdTfDy8CiZc4Af7KLYbySeaNYYlknnasoRCkJHQaOZPcf7nFsDE6EJ/2TUiWEkDKXycyT8KTl1hHEqckSX0s2OTmOjlLXF5eDofDAb1eX5AY84na5wq1jx+RP3g4t400xv4s6OSmQK/Xi+bmZqxfvx46na6PBd1w5ykexhHgJ06Ar1gB/spDhoKJ5N///veYM2cOamtr+31iNBrF7373O9x88835ii23JKIH/63IJI/WUi1yzhOjiWpE8HSy5yXWTOJMJpPw+/0pjhOxWIw118luE9nI0AwUI0EQhwbZEkuCIMBsNsNsNqOiogJAb/ZPaUEnu2lYrdaUMg2bzcb9gicAP3EC/InOMVuTfMMNN8DlcuHFF1/EmWee2afUIBQKYcGCBbjuuutUZTkzYpKxg/9W1CTzVuML8CM8AX5iTY9TXgBAWUccCASg1+vZMrNVVVWw2+15tWBT+1iqPT6CAGg/1Wg0TAjLRKNR1hTY2tqKzZs3A0BKQ6DT6UzpneBlHHkTybzECvAX71Cws7nRaMQZZ5yB888/H3fffTduvPFG2O129kS9Xg+9Xo94PD42RLLWgN+tN+KsM8+CJ23hj5GuuseIeKHdvwHJ6hNHGWRmjHQBlELAi0iWG2CamppYllgURZYlrq6uZieIQk0Iap+I1B4fkV/UftyrfX/Nt/gwGo3weDzweDzs/QOBACvT2LJlCwKBAMxmMxPOsVhM9d8zwFedL0+xAmMwkywfePF4HL/85S/xne98B9dccw0+//xzPPHEE2z9eY1Gg2QyqXrLqUwRjDY89qULnksvwllpInlUojMRge3pIyGICQR+sBKSvSIL0Q4OL8ITUGesoij2sWALhULQ6/Vwu91wu92oq6uDzWZT1cGvxrHsj7GWWSBGjlr3Ax6OI6Cw4ycIAux2O+x2O9MF8XicZZs7OztZg+C+fftSss1ms1l1373a4hkI3sotBprveTnG0mGZZJ1Oh+7ublxwwQWYPn06vvnNb+Kss87Cs88+i5NOOglGoxEajQaxWGyw7XGFXq/v9/OMSnzoTBDdDdB2bIa27UskSCSnoIZY5eY65cp1AFhzXUNDA1paWlBUVMT8SNVKocdyMNR+ElLDvkioB7Xvr2rcV/V6PUpKSlBSUgIAWLlyJYqKimCxWOD1etHU1AS/3w+9Xp8imp1OZ0FXBuVJePKWZBhzK+7JX4CcKQaAiRMn4vPPP8eVV16JefPm4Ze//CUuvvhiaLXaMZNJRjKBGidgDLf1+dNoyy2S5UdA27EZmn1rgYa5o4kyI0ZdHpJH8i1MRFGE3+9PyRJHIhFYrVbmNjFp0iRYrdaUA3jfvn2qH1NeJhzeJnkiN6j9eFI7vBxHJpMJlZWVqKysBNDb4Cw3BcpuGpFIpI8FXfocnEtEUcyKw1A+4K3cgpf9NFNSMsnKrKpOp8OLL76IRx99FAsXLsT69esRjUaRSCQKEmjWCXXgv3P2QNx5D4K4OuVPo63xFcuOANa/BG3b2tFGmRG8ZcRyFatsbaRsrvP7/dDpdCxLLDtODJXF4GVM1RzjWJooieyg1n1irJ3YC0V/46jValFUVISioiL2mNKCrqWlBRs3boRGo+nTFJir/ic1z5vp8LZvjrmaZPkf6aUUgiAgmUzi9ttvx8yZM3HTTTcVJMCcwQ6SvjvfaAVSsvwIAIB239re98nxDn6oNu4lEok+FmyJRII111VVVcHhcKiyHi4bjMXPRBBE//AgljKN0WQyoby8HOXl5QAO3vGTLehaW1sRCoVgsVhSRLPdbs+KAOOt3IKXWAH+Mt9DwUTytGnT+ly1abVaJJNJnH322Xj77bexaNGivK0Bn3skxX9T0Wg0o8skl0yBJGghRLwQ/K2QHJUj3lYm8JL1BEYeqyRJCIVCfSzYjEYjHA4HXC4XqqurYbfbs7LcKi9jSjGOnLE0kROjR+37Ay8ieSTIWWSn08kei8VirCmwra0NW7ZsgSiKKYuduFyuEWkSHsZShjeRPFC88urAvKGTP8xHH33U7xO0Wi0kScL48ePx+OOP5zO23DLIwTxqgaQz9jbvdTZC074RSRLJjExjlbumlc11oijCbrfD6XSitra2j0dnIeIsJGqfcNQeH6BeAU/kF9oPskM2xafBYEBpaSlKS0vZtoPBICvT2L59O/x+P0wmU4podjgcQyZKeBLJoigWtMlxuPA0tpmQ0cgrF9jg6YpmcORMct8vMxuNcLGjr4UgxiCWThvVdjKBp8a9/mIVRRGBQCCluS4cDsNiscDhcKC0tBQNDQ2wWq152/94EclqjxEgAUL0oub9QM2xyfAiPnIVoyAIsNlssNlsqKqqAtBbcidnm7u7u9HU1IR4PM6aAuWf9JI7XsYS4C+TzFNTZCYM6/KEpy9qSA54Iwv9FFxko8Y3cfi3RvX64cCLWJKJxWLYv39/SpZYo9Gw5rry8nI4HI6CHmg8TaAEwQtqPq7UHJt8nKs5RiD/4lOn06G4uBjFxcXs/cPhMKtt3rVrF9atWwedTpdS25xMJlU/ljI8CXpgDPskH3Joej+6FmKf5jreRKeaG/eSyWSKBVt3dzc6Ozths9ngcDhQUVGBKVOmwGKxqG4iUPs+oLbxSofiyy5yjabP54PBYEBRURGcTmdWavAJIhsUWtAJggCLxQKLxZJiQSc3BXq9XuzevRuRSAR+vx9+v5+VadhsNlXOCbw1wo2tioNBRHI0GoVerx9THzYFvQVLvdWw2p04HBKULhejbdwDAEgSNPtWQ9u+EfGpFwJ68+i2NwhqEfXyVbyybCIQCECv17MscSwWQ3FxMWprawsd7qCoZUyHgmIcm8jHkryCWU9PD+v2dzqdiEQi2LVrF+LxOBwOB4qKiuByucaORWeeKbS4GwrKJI8crVbLssgyn332GaxWK3Q6HVpbW7F582YASKltzmXPy3BQ45gOBm+ifigGFMm/+tWv8NWvfhUzZ87k7kvKCKMNf/XOQqm+FIf3syz1qE/sggDzv66BJtSBZOk0iBVHjW57g75VYQRdIpFIEcQ+nw+JRII111VXV8PhcMBkMrH9JxAIcLEv8SCS1T6Oao8PUI+Al7NdsiAWRRHr1q2Dw+GA0+lEQ0MDHA4HDAYDBEGAXq9nQrq7uxterxfbtm1DIBCAVqvFl19+yYSzWjNkxPBR+/eoluNpKARBYDahwMG+GLlMo7GxEcFgEGazOaW2OVsWdMOBt5pk3uIdigFF8t/+9jfU1dWNXZGM3iU1+1tBMFuNcGLpNGh2fQBt+6aciuR8NO7JncVKQRwMBmEymeBwOOB2u1FbWzvkJMKD+AT4iZOHGIm+yKUTctORvOiNfDLu6urCUUcdBYfDgWA8iA9aP8Bs+2wYcNCmU3lredy4cQCA7du3o729HSaTCa2trdi0aRM0Gg1cLhcTzS6XqyAlGmo+j6g5NoCf41zt4yiTHqeyJ0ZGdljyer1ob2/Htm3bkEwm2YWrfCwpk0D5iFXtDJRJ5tYCbqA/GAwGRCKRfMaSXyQJLoMIXcIHSCJr5AOyV+Mrlk4Fdn0ATfvGUW9rMHIh6JT1j3JzHQCWJa6vrx/Riki8iE9A/ScmXsaShxhzidLjW85UhcNhWK1WOJ1OjBs3Dk6nM6UDv6mpiV1s/nLNL/HW7rdwYvmJ+OUJvxz0vbRaLYxGIyZNmgTg4CIN3d3d6O7uRnNzM2KxGPMWl4Xz2PG/H5vwUm4B8BFjJsJTr9ejpKQEJSUl7DWhUIjVNjc1NcHv98NgMPSxoMumZRtv5QuHTCa5srJSFfU4ueSXpa8AAALhn0KylLDHsyU+kgfs3zTtm0a9rcEY9TLaB241KUVxJBJh9Y9lZWWYNGkSrFbrqA9WXoQdD3GqfeI8VONLJpPsOFKWT8gZqIkTJ8LpdGbk3hJJRPDW7rcAAMv3LUckEYF5GP0NykUaamtrU7r/u7u7mdes2WxmgrmoqIhKNFSK2r8TXrKeIxGegiDAarXCarWyOzfJZDLljtCuXbsQi8Vgs9lS3DRGc+7kTXTysg9kyoAi+eWXX2aTOE9fUMYIApKSAK0gAWJqs0tWGvcA5pGsbd+U0+WphyPoJElCJBJhJRNyllir1cLpdDLHCbvdnhMLNh7EJ8BPnBTj6MhGbLFYjGWI5eNJr9fD6XSiqKgoozKkgVi6Z2nK782BZkwumjziWPvr/o/H4yw7tm/fPjQ2NkIQBHaSl100RpsdU/t+oOYTu5rHTonax1FJNuLUarVwu91wu90ADp5fZdG8e/dubNiwgZ1flRnnTM+vPI0p0L+7hSRJ3OzD6Qw46x0Kt99EaKBFso9IzpZAEt0NkDR6CDE/BN9uSM7qUW+zPwaLV85qKRvs4vE4s2Dr71ZvLuFFfPIQp9onTrXHNxKUtfnyT3rpRLbqFCVJwsvbX055bKd/56hEcn/o9fqUlc2UJRperxd79uxBNBqF3W5PyTaPpXOE2o91XsoteBF0ucrOCoIAs9kMs9mM8vJyAAePJ/lCdO/evQiFQmzOkC9GbTZbvzHxVm7BW7xDcej6JAMQBS2AJJBMbd7LWiOcVg/RPQHajs3QdGxBMsciWa6ZSrdgMxgM7GCsrq6G3W4vmLcqD+KTF2gsc89QpROTJk3K2cI3giDgyZOfxCvbX8HJlSdDr9GjzFyW9fdJR1miIaN00dixYwdbDlgpmu12+5AnRzWfPNUcm4zaY+RFJOdzXQHl8VRTUwPg4N0nr9eLtrY2NDY2AgDrFZAzziaTiZsxleGtPGQoDmmRnMSBVffERMq6e9lcnCN6yk8AjR7J8hlZ2Z6SeDwOn88Hv9+PeDyOlpYWiKIIu90Oh8OB2tpaZsGmFngRdrzEyQNqHcf+TjzRaDSlxlD2+Xa5XHC73airqxsw45ML7AY7rp56dV7eazDk7JhcopFIJFhd8/79+7FlyxYA6OOikc0GpkMZtR5D6fAUZyGFp8FggMfjgcfjYfHIfUFerxdbt25FIBCAyWRCIpFAe3s7jEYjHA6H6hcPGrOZZDkTOZauAIYiKegBKQIkwimPZ1MgJetOz8p2RFHsY8EWCoVYmYTJZEJDQ0NeT+AjgRfxyUOcao9R7ROlJEns4lKuKY5EIrDZbHA6nRg/fjzL5uTzs7SH2/Fx+GMcJQ3fNjJf+4NOp0vp/Jebf5UlGpFIJMVFQ62rggLqF3dUbpFd1KZ1BEGA3W6H3W5n3s2JRAI9PT1Yu3YtAoEAVq9ezRYPUtY256tUMlMGGltuLeDknfof//gHVq9ejWuvvRYlJSUwm3O3QpxaSAgGQAKEeCjlcY1GU/CVq+SMliyIfT4fBEFgt3k9Hg9bXGDbtm3sFrDaUbuwk+ElTooxc5Sd6PIS6UDvrU+n04ny8vKsNKiNhrgYx92f3o11oXWwbbPhppk3AeitRV66eymcRie+1fCtQbdRiBOR0mdWvqUciUSY9VxTUxNCoRC+/PJLFBcXs2xzIRZnGAgeT+BqgyeRrPY4dTodiouLodPpMHHiRBQXFzNnGtlJY926daxJWFmmUcg5bMxmkqPRKB577DE89dRTOP3003HppZfi6KOPRklJCaxWayFjzBk7TNPRtmM9TjW7Ux7PZrkFElHotvwHmq4diJ14a4ofs0wymexjwRaNRllhf3l5OSZPngyLxTKgSbeaszRKeImVh4OcYhycaDSa4jqhrM8vLi6GXq+H3h9AdSIBTTgM/fjxEApcHvCbL3+DdV3rYBJMmDtuLnu8NdiKP23+EyY6Jw4pktWCyWRCRUUFKioqAAAffPABqqqqIIpinxINZZlGIU7wahdNvGSSAT5iVPv3rUTOzPbnTKPsmZDdNOS7YUrRnE9LR7Vl6UeLTh64Sy65BJdccgk++ugj3HXXXbjoooswdepUnHXWWZgzZw6mTp2KcePGjSnv5C+KzsULG7pwcvGklMezmkUUNDC9eRsEMY74jEsg2schHA6nOE4EAgHodDpmwVZZWTksQ3Jesp4AP7HyEifFePA95AtN+Se9dEK5aEaitRXib34DzRer0XEgPk1REezXXAPbty6CUIBJ/l87/oVXdvR6t3/L9i1UWirZ34qMRQCA7mh33uPKFvKdMOXiDHKJRnd3N/bu3YtwONyviwYvgiZX8CLqKM7sM1isWq0WRUVFKCoqYo8pLehaWlqwceNG1jyoLNMY7kJg2YiXR/qosJNOOgmHHXYYysrK8Nhjj+H222/HLbfcgkmTJmHOnDmYM2cOpk2bVohYs47BYOi3rCJbPskAkJAExB01MHi3YdfKN7HLMAmJRII112Wj7pEXQQfwFava4+RhLHM1WSYSiZQMis/nAwBWjlRRUTHghWZ07Vp0LPwhtAdWkZQRu7vR89hjiH3xBdwPPZjXrPJnbZ/hsbWPAQC+P+37mLB/QsrfbXobACAYD+YtplyjrMOsru51/olEIqwhcOfOnVi3bh0MBkMfF42xlKkaS/AikHiJExh++YLJZILJZEJZWRl7fSAQSPFCDwaDbLEwOeOcreOqP59knhnwLCCKIqqrq/G3v/0NkiTh6aefxk033YTzzz8fr7zyypgYCKNeC4MYBuJhQLGK1UjFh+yhqrRgCwaDOFZbigpsQ4nYDueMb8Jms2W1Q5UHsSTDy8TEw5jyMpbZQM6OKF0njEYjXC4XSktLWdPqUGMSWbkSnT/8EaRIBAAgFhXBcc5XkNzXhvC77wIAwu+9h6777oP7gQfyMsZNvibc/dndSEpJfKX6K7hq8lX4cP+HKc+x6Cy9sSXDECX1lyv1RybHk8lkQnl5OfOYlZuXvF4vOjo6sG3bNkiSxBZqkU/wo7XgU7toUnt8MmqfM2V4GU9g9LEq+wXki9FYLMaOq/b2dmzdupX1NcnH1EiXqx+zNclKLBYLwuFex4cVK1bg448/xocffojjjjsO559/PoCxcYKevf+v+M45TYis+TPix1zHHs/UJzkWi6UIYp/PB0mS2A5ZX18Ph8MBu2kNsGIF3Ml2RBTeo9kia77OeYAH8QnwE+dYjFHp5CLXFMtLvcpeo/Ldl+EQWbECHbfdDkSjAIDk9OmI3HQjqmfOBACEl3+MzjvuAKJRhN98C8GZM2G78MJhvcdI2O7bjnAijCOKj8CdM+/sd2616g/2hYQTYRgNfJa9Dfe8ITcvFRcXA0gt0ZAXZgiHw7DZbOy2sxo7/kcLD6KOp7ppHsZTJhc1vgaDIWUBIeUiSV6vly1XLyci5DINp9M5ZIJvzNUkpz+QTCYhCALWrFmDBQsW4O9//zsaGhpw00034aKLLgIwdtLporb3JJvubtFfc5l8y0LZXBeJRGCxWOBwOODxeNDQ0ACr1dpnbMSS3ppnTdeWnHwOXprhAH7EJw8T6FiJUc4Wyj9y6YQ8KQ+3Rr8/wh98iM477wTivQsHmU45Bd7vfRdQHKvmE09A8QP3o/P2OwAAPYuegOnEE6E7kNXMFWdVnYViUzHq7HUwaPuvEzRoDNAKWiSlJIKJIFxw5TQmtTJUiYbc8W8wGFKaAR0Ox6DnLJ5Ek1ohkZwb8hGrIAiw2Wyw2WwYN24cgIMlbcryp1gsBrvdnlLbnG4oMGYzyfF4HJ988gn+7//+D2+99RaMRiO0Wi2WL1+Ouro69oKxIpABAPreW5jpIhnovVjYv38/O2n7/X5220J2nMh0pS3xQGOgpnMrIElAlncgXoQnwFesPMTJW4ySJKWUTsiNqyaTCU6nE6WlpZg4cSKsVmvWJtrwu++h8667gGQSAGA+8wy4f/5zeHfuZI/JmE8/HdYLL0Tw1VchRaPo+fVvUPzQg1mJQ0lcjMMf88Nt6nXWmVkyc9DnC4IAi84Cf9yPUD/z1aFMeomGbPXX3d2Nzs5ObN++HclkkpVoyMI5F6sk5gqeRB0PcfI0noUSnTqdDm63G2537xwlz91ybfPu3buxfv16ZjogC2cAA2pEXsZcCfNJXrp0KebNm4czzjgDjzzyCC5U3GZMJpPMgmTMCGSAieRYqAdvvvkm9Ho9SktL0d3djUQiwSbWyspKOJ3OEd/CE121kDQ6CLEABH8rJEfl0C8aBjwJT15i5SFOHiYc5e1xWRQrSydqa2vhdDpz5poTeuttdN1zz0GBPHcO3PfdB0GnG3D8nPNvQPiddyB6vQi//Tail1wM4+GHZy0mURLx0KqH8GXnl1h04iJU2zNbrv43J/8GBq0Bldbszh9jDa1W2+fkHgwGmYvGpk2bEAqFmE1WUVERotEoHe+jhDLJuUEt5QuCILCVN2VbR1EUWba5p6cHLS0tAIDPPvsspWeAZxthZgF39NFHY9WqVZg5s29GQ+3LIA4HSZKwdetWfPLJJ8CnX6CuEnj1/17AwmV/xw9+8ANcdtllsFqt6OzsxDHHHJOdN9UaEP7m/0F0jodkz/6tWx4EnQwvsfIQpxpjVJZOeL1eiKKIxsZGlmUYN25c3pZWDf73v+j+2f3AgVIky7x5KPrp3RCGeG+N3Q7HddfC+4tHAAD+P/8Zxl/+MmtxPb3haby5+01oBS32BvdmLJInuXrvSPFyck+nUPuq8lby+PHjARz00O7u7kZzczN6enqg0WiwevVqJpyHKtHIJ2o7zvuDF5Esry6s9jgB9Y+pRqNhQhjonf+XLl2KhoYGBAIBtLa2YvPmzQCAadOmpVQl8AIrt7Db7QCAzz//HPF4nP3EYjHE43FEo1EkEgn4/X5UVFTgvPPOK1jQI+Gdd97BY489hk8//RTBYBBHHXUUvndEb03y1+eegW88v4RNiO3t7ejs7Mzq+yfHz87q9pRQ41724SXOQsaYXjrh9XoRDAZhMpngcrlQVlYGv9+PmTNn5n01yOBrr6H75w/2ljcBsH7jG3D9+M4+/scDjZ/1vPPge/ZPENvbEXl/GeJNTdBnYYJ/adtLWLJlCQDgrqPuwvHlx496mzyhlpO90WhEWVkZs8navn07Ojs74XQ60dXVhR07drA7icra5lx5yw4FD6JO7YIuHR7ilHuNeIgVOBivx+NhC55IkgS/389VeZMSJpLXrFmDE044ASaTCYlEAhqNBhqNBlqtFlqtFhqNBkajEYFAAGedddagIvnhhx/GP/7xD2zevBlmsxknnHACHnnkEUyePJk957TTTsOyZctSXnfttdfimWeeYb83Nzfj+uuvx3vvvQebzYYrr7wSDz/8cEoDz/vvv48f/vCH2LBhA8aPH4+7774bV111VZ+YHA4HzjnnHPzsZz/DEUccAYPBgB2vPQp8sQE2fRJhxcmTp0Y4gB9BB/ATKw+TUr5jVPptysI4Ho/DbrfD6XSirq6uT+nEjh078h5n4JVX4H3kUfa79aKL4Lr1R8NaIEQwGGC/9BL0PLG4d5sv/h+KfnLXqOL6767/YvGXvdu7/rDrcU7NOcN6/bst72J7z3acVHESjig7YlSxEKkIggCj0Yj6+noAB0s05Gzz5s2bEQqFYLVaUzybB1oFNVcxqhleRLIcp1ruEgwGT7EC/ccr38nhFaY2jzrqKGzevBlGoxE6nS5FIOt0Ouh0OnY1O1SX+bJlyzB//nwcc8wxSCQSuOuuuzBnzhxs3LgxpTbl+9//Pu6//372u8ViYf9OJpOYN28eysvL8fHHH6O1tRVXXHEF9Ho9HnroIQBAU1MT5s2bh+uuuw5LlizBO++8g+9973uoqKjA3LkHl3QFgGOOOaZP+YTorMU/GkV89YQTUh7PhZATenZDv/4lQBAQO+FH2d02R6KeF5EM8HWLMxfE4/E+rhPyyk1OpxNVVVV5K53IFP///Q09jz/OfrddcgmcC24Z0Ynb+o1vwPeHP0IKBhF66y04Fy6ARjFHDYdlLcvw0KreeevbDd/GZZMuG/Y2lu5eivf3vg+3yc2lSObheJJRlmhUVVUB6LX8lK3n9uzZgw0bNkCv16dkmp1OZ04EDQ9jx4tI5uVcCfAzpjK8Zb4zgaldg8GASZMm9fuk9vZ2rFq1CmeccUZGG/3f//6X8vvzzz8Pj8eDVatW4ZRTTmGPWywW1pGczltvvYWNGzdi6dKlKCsrw5FHHokHHngAd9xxB+677z4YDAY888wzqKurw2OP9a5UNXXqVHz00UdYtGhRH5HcH8nyI/CdV6Po+N0tUH6l2VxxT0aIdMP4yRMQLSU5Eck8TKIAP7HyEGc2JyJJkhAOh1NEcTAYhNlshtPpRFlZGSZPnjyizFm+xtH/wgvo+c2T7Hf7VVfBccP1A8Y71HessVphOftsBP/1L0ihEMJL34H1a8MvM0tKSTzf+DxEiJhXMw83T795RN+dvKBIKMGvu4VaT56ZlDMYDIaUEg1RFFmZUXd3NyvRcDgcKS4a2SjR4KncQu3wlJ3lTSTL+2l/8fLyGdJJSQmHw2Fs2LABTU1NiEQiiMViAHoXFPnTn/6ERYsWQaPR4KabbhrWQdvT0wMArNtYZsmSJfjrX/+K8vJynHfeefjpT3/KsskrVqzA9OnT2YQEAHPnzsX111+PDRs2YObMmVixYgXOOuuslG3OnTsXCxYsyCguvV6PeDze57PkQiCJRb238TShDiDSA5iyt6gID4JOhpdYeYlzpDGKogi/358iipWlE/X19XA6naM+wedrYvT98Vn4fvc79rvjB9+H/XvfG/X7W77+NQT/9S8AvXXOIxHJWkGLJ058Ai9tewnXTL1mxDEZtb1lLLFkbESvJ7KLRqNhYriurg6SJCEUCrFsc2NjI4LBIKxWa0q2OZv2hmpE7Z+NJ+HJW2Z2KItgXj6HEiaSA4EAbrzxRrzwwgtseVe51EKSJJjNZvzqV7/ClClThiWSRVHEggULcOKJJ+JwhY3SJZdcgpqaGlRWVuLLL7/EHXfcgcbGRvzjH/8AAOzbty9FIANgv+/bt2/Q5/h8PoTDYZjNZgyG0WiEACAZ7ILGVsz8i3PSCGewQbSWQRNsg6Z7B8SKwX1RhwM17mUfHg7m4cSoLJ3wer3w+/3QarWsdGL8+PGw2+05KZ3I9ffd8/vfw/+HP7LfHTdcD8fVV2dl24bDDoOuvh6JHTsQW7sWiT0t0FWNy+i1oUSIZX+dRid+cNgPRhWLLJKjyeiotkP0JRv7qCAIsFqtsFqtKSUacqa5paUFGzduhFarZaJZdtHIZBUztc9JvIhPXuIE+IoV4GM/HS5MJHd1deH111/Hxx9/jOOPT+24XrVqFU4//XTs3r2bPZbprYr58+dj/fr1+Oijj1Ie/8EPDp4wpk+fjoqKCpx55pnYvn07JkyYMKIPM1z0Ggnxn9qh/f2R8M9fD5hcAHJX4yu663MiknkRngBfsao9zoHGUi6dUDbYhUIhWCwWOJ1OVFRUYMqUKXlpOsr19n3PPpsikJ233AL7ZZdmbfuCIMDy1XPge/IpAED4vXdhv/zyIV+3J7AHN3xwA66achUuqL8gK7HIq/FRJjk35GJfNRgM8Hg88Hg8AA76ysrZ5p07dyIej/dx0Uj3DedBfPAQI8CX8BysfEGNjKnF5g7ARLIgCIhEIjj++OPZ0tSSJEGr1SKRSLCDNh6PZ2zlceONN+L111/HBx98wK6sB+K4444DAGzbtg0TJkxAeXk5Pvvss5TntLW1AQCrYy4vL2ePKZ/jcDiGzCIDgMFsQyQBWA2AEOmBpBDJuRBIYlE9sHsFNN07srpdatzLPrzEKUkSK51QiuJEIsFWh5wwYUJWSifUhu/5P8P3zMESC+cPfwj7xd/J+vtYzjjjoEh+970hRXJ7uB23fHQLOiId+FfTv3BuzbkDLjc9HHjPJKv5eMpXbOm+snKJhpxt3rp1KwKBACwWS0q2Wc1jJ0MiOfvwtsQzL/vAcGAi2eVy4dprrwXQd/GQqVOn4t577wWAjASyJEm46aab8M9//hPvv/9+RgbSa9asAQC2ksvs2bPx4IMPYv/+/ewq/O2334bD4cC0adPYc/773/+mbOftt9/G7NmZeRLr9Xp0RyRYDQKEiBcSagDkrnxBLOrNkGu6si+SeZhEAX5iVXOcsVgMPT09zMv7gw8+SCmdqKmpgd1uV80VfS7G0f/XJfA99RT73XnLLcMWyJl+x7rx46GfOBHxrVsRW78eiX1t0JWX9ftcb9SLWz66Ba2hVlRZq7DoxEVZEcgAYNQcEMkinyIZULcwKURsyhKNceN6y3jk47u7uxt79+7Fpk2bWGzbt29HUVERnE6nqlxlAH4EEi9xAupZbS9TBhP1vIx5OimLiTz66KMIBoNIJBLsJ5lMIplM4jvf6T0BxWIxbN68GTNmzBhwo/Pnz8eLL76If//737Db7ayGWF7aefv27XjxxRfx1a9+FcXFxfjyyy+xcOFCnHLKKWy7c+bMwbRp03D55Zfj0Ucfxb59+3D33Xdj/vz5LKt93XXX4cknn8Ttt9+Oa665Bu+++y7+/ve/44033sjowxsMBnSEJFQ5et0nZHJWbiE373l3ZnW7ahZ06fASq1rilDNNygY7uXRC9p485phj8urXOhxyEZP///6GnsWL2e+O+fOzWmLRH+YzzkB861YAQPi99/oV5MF4ED9c/kPs9O9EqakUi09ejGJTcdZiOHv82Tiy5Ei4Te6hn0xwi8FgQGlpKUpLSwH0Co/m5mbs2LEDPp8Pzc3NiMVizEVDzjjnamn3TFHDfJkJvIlkXmIF+BP1mcBEcjQaxezZs2EymZBMJtnSjUBviYXRaMSnn36K1tZWXHPNNfj8888H3OjTTz8NoHfBECXPPfccrrrqKhgMBixduhRPPPEEgsEgxo8fjwsvvBB33303e65Wq8Xrr7+O66+/HrNnz4bVasWVV16Z4qtcV1eHN954AwsXLsTixYtRVVWFP/7xjxnZv8nv0RE6cOsl3MUel3fKbO+gyfGzEbjmA0jOzJahzRRq3Ms+hZqYkslkH9eJZDIJu90Ol8uFhoYGOJ1O6PV6RKNR7N+/H2azWdUTaTa/78DLr6T4IDuuuxaOq67M2vYHwnzG6cw9I/LBsj4iOZqM4o4Vd2CzdzNcBhcWn7QYFZaKrMZQai5FqblU1d81r6hZjGg0GlitVhgMBsycOZP1HMh1zdu2bUMgEIDZbE4RzXIDfj5R6xgqUfN3nQ5PsQJjvCZZp9Nh7ty5MBgMbBER5WIicg1VUVER5s+fP+hGhzopjh8/vs9qe/1RU1PTp5windNOOw2rV68eclsD0R3t3QGVIln+kkVRzO4tLYMVkqE+e9s7AC/CE+Ar1nzEKd9aVbpOyMeby+UatHSCh8kzmzEG/vFPeB89uJKe/Xvfg+O7383a9gdDV1cH7bhxSLa0ILpmLcRQKGVhkXf3vIsvOr6ARWfB4yc+jlpH7ajfk5fjhMg9SrEkCAIsFgssFgsr0YjH4/B6vfB6vdi3bx8aGxshCEJKM6DL5cppiQYvgo6XOIGxVZPM0+dQwkSyVqvFww8/POAT5fpHh8OBq7Nkr6QGuiK94kMI9Z9J5gGehCcvseYiTmWTjiyMw+EwrFYrnE4nxo0bx0qShjOhqH08sxFf8LX/wKuYn+xXXQXHD74/qm0OZ4wFQYDp+OMRfPVVIJFAdNUqmE8+mf39nJpz0BXtwrSiaZhSNGVUcQ3EnsAeLNu7DEXGInxj4jdy8h65RM3iRM2xyQwWn16v71Oi4ff7WbZZWaKhFM4mkylr8fEwhgA/cQL8lS+M6UyyTCAQYAuJJBIJxGIxtLe349JLL8Wrr76KWCyGY489lpudbDAEQcCXHVq0l86GrfjgaoPyl5wL8aFr/A90299CouErSEyal5Vt8iI8AX5izUacyWQSPp8vpXRCFEXmOjFx4kRWOjHSGNVONmIM/ve/6P75z9nvtssuG3QlveEwnO/YNPuASAYQWfEJTCedhLgYZ415l07KbV10c6AZT61/ClNcU7gUycTIGe5cpFw+Xn69bAvZ3d2N7du3w+/3w2w2p7hojKZEgxfxyUucAF+xAvzFmwkpIvnDDz/E3Xffjebm5pSV6ERRxL59+/D1r3+dNRGMlYF4dbsR50/+IY6behx7TP5suWje0+5bA/2mf0IyFWVdJPOwg/IkkoeLvHCALIj9fj/0ej2cTidblctms2X9SpuH8RwpoTffRPfP7gcOfEbbd74D5803FWQ/N86aBWi1QDKJyCcr8NT6p7DZuxmPHP8IrHpr7t+fcws4NaP2Y2i0c7uyRKOyshIAkEgkmGhua2tLKdGQhbPT6YRO1yeXlpMY8wUvcQL8lVuM+UzyTTfdhClTpuCqq66CyWRiNcnRaBRXXXUVfvOb36i+SWi46HQ6xOPxlMdyWW7BbOCy6JWszHyr/bvhRSQDg3//kiQhGAym1BNHIpGU0gn5dmauvhO1f9cyI/2+Q0uXouve+4ADF6vWiy6C84cLC/a5NTYbDDNmILZ6NZK792DpZ0uwv0jA5+2f49TKU3P+/gbNgcVERD4XE1H7cc/L8ZQtdDodSkpKUFJSAgApfuvd3d3Ys2cPotEo7HZ7SkPgQCUaav9+ZXg4T8rwVm7B09hmSopIbmxsxD//+c8+vsbxeByXXXYZzjnnnDG3IIHBYEA8FgXC3YC5CADYCjc5EcnuAzZwWRTJPNVQ8yKS0+McrHTC5XJh8uTJcDgcIy6dGGmMgLq/95FOmOH33kPX3T8FkkkAgPX88+G69UcFn4BNs49H7ECj8OG7JEw/dUFeBDJwcMU9yiRnHzUfQ0B+xIeyRKOmpnfNAKWLRlNTE9auXQuTyZQimu12O5svC318ZgJP2U5exlRmoLFV+/E1GDrg4BdhsViQSCT6PEkQBBx33HEIhUJjSiQLgoBxDg3OXX0NhLUCAgt2AIKG/S03Xsm9mWShZzeQiAC60TdO8CCWlPAQp1xutHXrVni9XgQCAej1erhcLrjd7pyVTowEtY/ncOMLf/AhOu/6CRPIlq+dB9edd0DI8liP5OTzeWUEcvfC13wNOLbh21mNaTDGQrmFmk/4ao6tUGLJbDbDbDb3KdHwer3Yv38/tmzZAgBsKW1RFJFIJDIu0SgEap8vlfAoknmKNxN0wMHJQXawSCaTiMfjEEURoihCkiSsWLGicFHmEH/SCA2SgAgIYS8kS69Rf64ynpKlBJLBDiHmh8a7C2LJ5FFvkyeRrMbSELl0QllPHIlEAPQe9OPHj4fT6cxp6cRIUFMs2SK8/GN03nkncOBi3fLVc1B0111ZF8gywzlm3t3zLn7m+yue0wGGBDB+hz8nMQ2EvOIer+UWBP+kl2hIksRcNNra2hCLxbB06dI+Lhpms7nAkR+EpxIG3kTnYGPL0+dQknK5J0kS1qxZg7feegstLS2Ix+NIJBKQJAnt7e144YUXWLfsWEHQGRDRWGESgxBC+5lI1mg0OckkQxAgFtVD27YWmu4dWRXJOYk3y+RqoZbhkEwmU8omenp6AIC5TpSXl8NkMuHTTz/FpEmTVH9wq/niaDhjF/nkE3TefjtwoEfAPHcOiu65B4IKlt8NJ8J4fO3jiGsldE0oQXljB5KtrUjs2wddeXleYlBmkgc6ftS8L6gZtQsnNSUVlAiCAIfDAYfDAYvFglgshqOPPjqlRMPv98NoNKaI5oG83/OBWseyP9S+X6bDm6jPhBSR/Pe//x3f/e534XK5MHHiRBgMBuh0OhgMBoTD4X5LMXjHYDAgpLX3iuRgO1DS63Gay9pZ0VULzf51EEKdWdkeT5nkQsQaiURSBHEgEIDBYIDT6URxcTEmTJgAq9WaMhlFo1EWp1oPerXGlU4m33Vk5Up03HobEOvNkprPOhPu++5ThUAGALPOjCdOegL/bvo3Gk62IdD4LAAgtnoNdOd8JS8xOAwO/PqkX8M0RImWWvcLNR9LaoeHsZNjNJlMqKioQEVF74qTiUQCPT096O7uRnt7O7Zu3QpJklJcNFwuV95KNHgYSxmeYgX4E/WZoAMOFls/8sgjuOGGG/CoYlWrsY5er0dIsMENQAi0scdzudRz5KwHgXMWAdrs1HfnstEw2+RaJEuShEAgkOI6EY1GYbPZ4HK5UF1dzUonChlnNlFzjJlM8NG1a9H5wx8BBy5MzKefDvcDD0DI8Ukzk9gSYgI6TW8cDc4G/OjIHyESX4kAekVydPVqWPIkknUaHY72HM2OdyJ7qPkY4oWBBJ1Op0NxcTGKi4vZ8wKBALq7u9Hd3Y29e/ciHA6nuGjIJRq52M95Ep68ZWZ5GttMSTkLBYNBnHjiiYWKpSAYDAb0QI8qABp/C3s8V417AACTK+ub5EUky2Qr1kQiwVwnvF4vfD4fALCauIqKCjgcjmFnKXgQyTzEOBSxjRvRccsCSAdqwE0nnwz3gz/PuUDOhCZfE25bcRt+MusnmFkykz1umD6d+SVHDzhdEPyj5pM7D+Ij03lIEATY7XbY7XZUV1cD6L3bJ1vP7dq1C+vWrYPBYOjjopGNLCUPYynDW2Z2IHcLni/sUxr3Lr30Unz44YeYNWsWKioqWIe/JElIJpOjWo1Hrej1evQIvVlFwbeHPc6b6OQl3tEKO3ky9fl8zHVCrncrLS1FQ0NDVvZTXvZzHuIc6LuOb9uGjptvhhQMAgCMxx+H4l88DCGPNnoDxdYSbMEtH92CjkgHnt34LH5z8m/YWGtMJhimTUNs3Tokdu5E0uuF1uXKS7z/2PEPxMU4Lpx4ISx6S17e81BA7XMnD8JuNDGaTCaUl5ej/EB9fzKZZC4aHR0d2LZtGyRJYgszydnmkVhu8jCWMjzFCvCX+c6ElHRNQ0MDFi5ciPfffx8nnngijEYjE8rt7e14+OGH2ZXfWEGv12OPWIr4pHkQy49kj+escQ8A4mGYlv4YQk8zwhf9LStlFznNfGeR4YhkURT7uE7EYjHYbDbm5ZlJ6USu4yw0ao5xoAkzvnMX2uffCLGnN/NvmDkTxb/8JQQVWEy2h9tx84c3oyPSgXpHPR46/qE+n8MwfTpi69YBAGIbNsJ84glZjWGgcVv85WLExTjOrjmbO5Gs5v0U4OOCU81kU9BptdoBSzS8Xi8r0bDZbCnZ5kxKNHgSnjzFCvTGq1VJH0m2SPFJfu2115gx+IcffshW3DOZTOju7kYoFCp0vFlHr9ejUaxB5LwFKY/nNDOrM0G35Q0IiTAE3x5IRfWj3uRYyCTLDR7yj1w6IRvcV1ZWjqh0YjSofUx5mEDTxzDR0oKO+fMhdnUBAPSHHYaSRY9Dk4OLneHSHe3GLR/dgtZQK6qsVVh80mI4DI4+zzMcdhj7d3zjhqyLZCWSJLE7KBqp91bmylUrMdEzEW63G0VFRXldxGY08LC/qhFexFIuVxdNL9GIRqNMNDc3N2P9+vUwGAwpzYAOh6PP7X9exhLgLzMrimK/52e1n0cHQwcc9K7929/+VtBgCoHBYOjXtSOXjXsQBIiuamg7GqHx7kLyEBTJoigiHA73cZ0wmUxwOp0oLS3FxIkTYbVaCzJJ8JJJVvv3nv7dJdra0H7DDUju3w8A0E+ahNJfL4bGai14bIF4AAs/Woid/p3wmD1YfPJiFJuK+32t4bBp7N+xDRuzGpdc4rZ//340NzfD6/UiFovBbrdDp9EhmoyirLIMiUgCjY2NCAaDrOkpHo8jeWARFiJz1C6c1B4fkP8YjUZjnxIN2UWjs7MT27dvRzKZZCUasnDmYSxleKtJ5i3eTOgj+ZPJJPx+P1pbW+H3+2GxWODxeFBaWsrNjjUc9Ho9YrEYIIkQQh2QTC5Aa8h5+YLoqj0gknciG6e0nIr6LCCKInOdAIBVq1YhkUgw14na2lo4nU4YjcYCR9oLT/u6mr934GB8yc5OdNwwH8m9rQAAXV0dSp78DTSOvpnafMcGAH9p/Au29GyBy+jC4pMWo8JSMeDrtJWV0LhcEL1exDZsGNWJV76VLNdger1eJBIJdHV1obi4GBUVFXA6ndBqtTC0GRBMBuEucaPB1QDgYEatu7sbXV1diEaj+OCDD1iWOdPb0AQxGgotPrVaLdxuN9xuN4snGAyyY2PTpk0IhUIwGo0QBAEtLS1wuVywWCyqPTYKPabDhbfMdyb0Eckvv/wyfv7zn6OxsREajQY6nQ6zZ8/G/fffjxNOyN0txUJhMBgQj8dhffZkaHp2IXjJaxArjsp5hk5y1gIANN5dWdme2jKKytIJudFOo9HA6XRCEAQ0NDTA4/Gotn6Jp0wyDyS9XnTceBMSzc0AAG1VFUqfehLaoqICR3aQ7037Hrqj3fjmhG+ixl4z6HMFQYDhsMMQWb4coteL5N690I0bl9H7iKIIv9+fIooBsGak6upqrF27FlOmTIHdbk95rU7onbIT4sG7X8qMmtFoRE9PD8aNG4fu7m7s3r0b69evh9FoRFFRERPOhbpDo1bULkbUHh+gvrlSEATYbDbYbDaMHz8eQO8F5ZYtW1KODb1en1LX3F+JRqHgTXSO2UyyfAD+9a9/xW233YYLL7wQS5YsgdPpRFtbG+655x58//vfx5IlS3DkkUdyccBmipxJlqylQM8uaHx7IVYclfPMrFhUCyC7IrlQjXvKmklZGAeDQZjNZjidTpSVlWHSpEnsxLxs2TLY7XbVCmQZtV14DISaYxQEAVIwiI7b70B82zYAgLasDKW/fQra0tICRweIksjmM71Gj7tm3ZXxaw2HTUNk+XIAQGzDhgFFcjKZZG4s8jGi1WrhcrngdrtRX1/fx5FloPlVr+mtPU5IAy/spNFo4PF44PF4ep974IK1q6sLra2t2LRpE3Q6Hcsyu91u1ouSS9S8nxKjhwddYDQaYbfbkUgkMHPmTHZsyndhduzYwUo0lLXNhgI1FPMmOgfaB7i3gBNFEVqtFi+//DK+9rWv4cknnwTQ+4Fra2vx73//G7NmzcKqVatw5JFHIplM5rV5Kpfo9XokEgmIjnHQ7v2c2cDlvNzC2ZupErw7s7K9fAo6uXRCKYrj8TjsdjucTifq6uoGLZ3gRXwC6j+xq37iiUaR/Nn9SG7aBADQFBej5LdPQVcxcClDvpAg4YX9L6D6y2rcPONmaIThnYz00w4278U2bIBlzhwAvaJUKYh9Ph9rKPJ4PJg0adKIb/HKC5vEk/HMX5O2mIMoiqx2s6OjA1u3boUgCEw0FxUVwel05uTkrNb9Ve3HOQ8ClIcYgdQ4tVot2+flv8mOSt3d3azm32q1pmSb81WiwcuYygzkk8wzKT7J8o4go/xyqqqq4HQ6e180RgQy0Ftu4fP5IDqqAAAahUjOaSbZVQMJAgAJkCQgC76+uYo3Ho/3cZ2QSyecTieqqqrgcDgyzgzzIpJ5iVOtMUrRKFy/fRrYvBkAoHE6UfrUk9CrwEZSkiQ8t+s5fOL/BCsDK/GV6q9gStGUYW1D2bwXXLMW+7dsYd7dZrMZLpcLlZWVmDZtGkwmU1ZOdnfMvAMxMYYJrgkj3oZGo2HCoL6+HpIksWxad3c3mpqakEwmWaZbFgdqv/MzWtQsRngQSzzECAxewqAs0aiq6tUEsViMieY9e/Zg48aN0Ol0KZnmXF1UDuQWoVZ4Kw/JhBSRfPHFF+N3v/sd/v3vf+Occ85BT08PTCYTfvWrX8Fms6GsrAz79u2D1+tldly8I2eSJXvvrVKNr3fVvZz6JAOQnOMRuGUboMtOo1q2BJ0kSX1cJ5SlE+Xl5Zg8efKorqR5EZ88xKnWCUmKx9F5550wHBDIgs2GkqeehH7CyMVdNvndxt/hzf1vQoCAu2fdPSyBLJcWeb1emEqKoevoRHLrVkjJJGpqauByuXLWgDqzdGZvaUgWLd8EQWAXvLW1tSyb1tXVxWo3Y7EYcwlwu90jWshBzceSmmPjCbXOR0qGK+YNBkNK+ZJ8J0YWzk1NTUgkEnA4HCkuGtko0eDlwkOmv/IQ2a2HV1IuUcLhMNatW4dvf/vbmDx5MsaNG4fGxkY0NTXh2GOPxeOPP45QKIS2tjbcf//9+NrXvlaouLOGwWBALBaD6OgVyYI/P5lkCJqsCWRg5O4WchORUhTLpRMulwv19fVwOp1ZrcniQXwCfEz4ahxLKZlE130/Q+Sj3npdmEwoWfwEDJMnFzawA/yl8S94ofEFAMB3Sr6DudVzB3yufNGobLKLRqPMlcUweQrEjuXQxOOoN1ugLyvL18fIGcpsWnV1NRsDuW5TdglQigK3253RHKHmY0rNsfEglniIERh9na/yTkxdXR0kSUIoFGKezXKJhsViSRHNI2mW5a0mecxmkmWi0SiOPPJI5jsouxAYDAZ2AFgsFvj9fpSNgZMBcNDdQnL2dr9qevYAB3ZMtYmPwci0hlpZOuH1euH3+6HValkmafz48TlvqlOjsBsIHuJUU4ySJMH7y18i/NZbvb/r9dD85CcwzphR4Mh6eXX7q3h6w9MAgEvHX4qTDCel/F1Zkyj/xONxOBwOuFwuTJ48GU6nk90C9R1+OHwHmvfiW7ZAXzu4K8ZoWbFvBdoj7Ti+8nhU2apy+l4y8rxvsVgw7kBzYiQSYeUZ27ZtQyAQgNVqZeUZbrc7JythHqrwIEDVNA8NRrbHUhAEWK1WWK3Wfks0WlpasHHjRtasKwvnTEoUefjelfAm6jMhpdzi8ssvx+WXX17QgPKNTqdDPB6H6KxGfMJcSEV1gBjPi1uEbuOr0H/5IpL1ZyJ27A2j2lZ/wlOZBZOFcSgUgsVigdPpREVFBaZMmZJ3n0heRDIPcaptAvU9/TSCr/6j9xetFr5rr4Vr+uGFDeoAe4N78cSXTwAArpx8Jc51nYv29vYU5wmv1wtJklh3e1VV1aAXjfpJk9i/41u3AnPOzulnWLJ1Cb5o/wIPGh/Mm0juD5PJhIqKClQcaMCMxWJMNO/cuRPr1q2DyWRKsZ1T87HEmxhRI7wIpHx81/2VaMh1/16vFzt37kQ8Hu/jopFepsVbZnbMNu4pkSQJ3d3dWL16NTo7O1FWVobx48ejuroaOp0OyWQSgiCMmYFgK+7pTIh841n2eD4EkhDugq7l0177udFuSxDYikNKUZxMJpnrxIQJE7JeOjHSWNV8wpThJU61xOj/y1/hf+753l8EAe5770VnZeFdLGQqrZW4d9a9WN22GnMsc7B7926EQiH4fD7mUVxbWwubzZbx/JYikrdsyVXojP58ktWAwWBAWVkZu8MoO3x0dXWhpaUFGzZsAABs2rQJpaWlKCoq6mN7RwwMDyJeLfPQUBRiLDUaDZtj5BjkEqbu7m5s3boVgUAAFoslJdvMm+gcsxZwwMEP98EHH+DGG2/Epk2bWCb1qKOOwp133olvfvObY67DWa5JTifXjXtA76p7AKAZoQ1cLBZLcZzo7u6GTqdjpRM1NTWw2+2qO8h4EZ88HNRqiTH4r3+h59e/Zr+7br0VlnO+AqxdW9DvOpFIwNvjha+nN1us8+kwWzcbwWAQNpsNOp0Os2bNGvE4ass8EBwOSD4fYlu3Zjn6vsgWcIP5JKsBnU6HkpISlJSUAOj1in777bdhsVjQ1tbGFqtK92ou1Fyl9vmIF5Gs9hgBdcTZXwlTPB5nJRp79+7Fpk2bWL1zMplk1oxq1mC8Zb4zgYlkQRDQ2NiIu+66C5MnT8ayZctw++23w2Kx4LTTTsPPfvYz2Gw2fOUrX+Hu6mYw9Ho94vEDnqOSBCHUDiSieSm3kFy99Ysa764hbeDkg0XZYKcsnTCbzWxhArXvpLyIZED9J081jGXonXfQ/fAv2O+O666F7VsXFSQW+UQj/2zwbsAb4Tdwc83NmFA+AVOmTGFLNLe0tKC9vX1Ux4sgCDBMmojo56sgtrcj2dUF7YFlcXOBvJhIXMzcJ1kNyCf22tpamM3mlNvPXV1d2L59OyRJSrGdy7cgUPu8yQM8jKFay0L0ej1KS0tRemCRJVEU8emnn8JkMsHn86G5uRmxWIw1zMoZ51w56YwEtY7taEhZce+9996DTqfDk08+CbfbDY1Gg1AohAsuuAD/+c9/8O9//xtf+cpXCn5SziZKkaxf82eY3r0b8YavQJh+V84/p+jobRYUYn4I4S5IlmL2t2Qy2cd1Qi6dcLlcaGhogNPpZDZM8vKaPExSPMQIqEOAZkIhY4x88gm67v4pcOCC0nbJxbBfcw37e66/62g0miKK5a5yl8uFhDuBJa1LEEwE8WHiQ5xceXJOYtBPmoTo56sA9NYla487LifvA6i33GK4KG8/yw4BgUCA2c7t2rULiUQCTqczxas5V56xaj/O1ZD9HAoeYgT4iVOj0UCn06G0tBRVVVUpPUbKhlmz2ZwimgtZxjSmM8kA2HKpsruFyWSC1+tl//b5fADUP6EMB9ndAlAsFd3dlJdyC+jNEG0V0ARakezYhk6zyOqJ/X4/Myx3uVxDlk4Uclnq4cKL+OQhzkJOSNG1X6LzttuBRK9gs5x3HpwLFvSJKVtjqFz+XP4Jh8PMjq2uro75k+7078QDHzyAYCKII4qPwMIjFvbZXrbGTj9xIvt3fMtWmHIokrWa3swq7yI5HUEQYLfbYbfbUVNTk2Kr1dXVhb179yISibAsmuzVnG1rSrWi9nkI4Ed88hInkBqrskSjsrISQOqds3379qGxsRGCIKQ0A+ZzIaAxm0mWcbvdEEWR3cY3GAwIh8NoaWnB9u3bMXdur5/oWBqEVJFcD6C3RliAmLOJST4BeL1eVOqL4UArtn62FN7xZ8HpdGLcuHGshCLTg5kHQSfDi6DnZUwLEWNs61Z0LFwIKRIBAJhPPx1Fd/24z/46mpOR8jiRf2KxGLubMnHixJS7KTKtwVYs+GgBvFEvJrsm45cn/BJmnXnA9xgtuWre6y82udxiIJHMw/6aCf3Zaim9mmUvWpvNxjLNRUVFY9p2Tu3CjhfxyUucwNCx9lei4ff7mYuGskRDKZxzdZyMpVJcmRQLuAkTJsBms2HVqlU4+eST4XQ68d577+Hb3/42ioqK8N3vfhfA2BLJynILyT4OktYAIRmFMdIBn9T/iXW4JJNJ+Hy+lNIJURThcDhQaq9CItqOKZMmQJox8gwUL4IO4CdWHibSQsSY2L0bHTfeBMnvBwAYjzkG7p8/AGGUt8LlW+5KUZxMJlkjakVFxZB1qh3hDtz80c3YH96PWnstHj/xcdj0tlHFNRT6ujpApwMSCcRy7HBxQf0FOKniJExyTxr6ySpCPt5Hs7+azWaYzWaWRYtGo8wdYMeOHfD7/bBYLCmiOdNEg9qFEw8ZOh7mdED937WS4ZYvaDQaNl8CB+++yaJ5+/bt8Pv9MJvNKS4a2SrR4GlsMyXlrHbMMcfguuuuYwfjEUccgeOOOw7nn38+LrvssjF5la7X6w+6W2i0EF210HZugdHfDNEwcfAXD0A0Gk0RxH6/H3q9ni3rWldXd9BmauYfEM7CTsXT4ie8iGSAj4k/nzEm29vRfuONELu6AACGww9H8a9+CWGQ294DxSdnPZSiGAC7RVhdXT1sx4NfrfkVWoItqLRUYvFJi1FkLMr8w40QQa+HvrYW8W3bkGhuhpRIjPqCYSCmFk3FNPe0QZeEHmsnqYEwGo0oLy9n5YHyreeuri7s3r0b69evh9FoTPFqHsmqZ0Rm8CDkAb7qZkc7poIg9Lm4lO0Zu7u7mdOMXKIhC2flgknDYbBMMi9jnk7KKNjtdpx77rns96997WtjYunpwTAajUgkEuwKSHQ3HBDJOyG5G4Z8vbxCl3IVu0gkAqvVyhYjcDqdMJlM/e8kWdpxeBKevBwsPIxpPsdS9PvRcfMtSO5tBQDoJkxAyROLoLFYBnyNMj7Zx1vp5S2vQiU7s4w2o3HbzNsQTUZx68xbUWoevf94pujq6hDftg1IJJDYvbs3u0zklfRbz4lEAj09Pejq6kJrays2bdoEnU7Xx3ZOPs7VPC+pPT4ZHmIE+IkzF997uj2jKIoIBALsrsyePXsQjUZZWVumpUySJHGznw6HIS8V5KuusfbBZVIyyQDE4knA1v/C1LMDoqtv3exgpRPysrUOh2PQTE8u4EHQyfASKw9x5itGKRpFx49u7RWCALSVFSj9za+hOXBbrz8SiQSi0Sg6Ojqwf/9++P1+GAwGuFwueDweTJo0KSurPSon5mJTMRadtCij12Vz7PR1dQgf+He8qSlnInlbzzY0+ZtQ76rHVPfUnLxHLijEcaTT6VBcXIzi4l7XIFEU0dPTg+7ubnR0dGDr1q0QBAFFRUUIh8MIhUKqrankQXzwECPAT5xAfrLeGo0GDocDDocDNTW9trRKF42mpiasXbuWraApC2f5AlMmGyVVamRIkazGCSObKBv3ACBZcxJi8SCCtqmQJImVTsiZr0AgAIPBwKyJUkonRkKkB+Z/XQNNoBXBaz4ENCPrQpVX3OMBHsQnwM/BnuuxlJJJdN79U8RWrwYAaIqKUPKb30BbmpqpjcViKaUTgUAAWq0WFosFVVVVrGEkm+MaF+P4yac/wenjTsc51edkbbvDRTehnv07saMJOCM377N091K8sOUFXDzpYq5EshpQLl5SX18PSZJSlgretWsXdu7cmeLVnE9nAN7hRXweSuUWI0Uu0ZCXnZdLNLxeL/bv348tB3ovlM2AdrsdwNjTjLkpnOMIZeNeIpFAm74O8Ybvoq2tDT6fD8uXL4fNZoPT6cT48eMHL50YCQYbtK1fQBDjEAL7IDnGjWgzvAhPgK9Y1R5nrid7SZLgfeRRRN5/v/f9zGaUPLEI+urqPnZsoVCIlRnV1NTA5XJh27ZtsFqtbLLNJkkpiftX3o+PWj/Cqv2rcJznOLhNuVvIYzCUmeP4jh05ex+N0HsCSkp8XBCnoyZxIggCa3Lav38/Kisr4XK5mFfz7t27EYvFWC+JbDuX77uEAB8ClIcYAX7iBNQTa3qJhiRJrJ9ELtGIHHA62rJlC7vINJvNqj+HDkWKSJYtl6xWa6HiySvBYBBr1qxBIBDA2WefjfXr12Pu3LlYsGABjEYjjEYjjj322JwZ2AMANFpIjkoI3l3Q9DQjSSJZNfASZy5j9P3hDwj+85+9v2i1wB23YxsA78cfIxqNMo/iCRMm5FVASJKER794FO+0vAOdoMODxz9YMIEMALrx45nDRaKpKWfvI4tkUVK/hSJPyGLEZrPBZrOhurqaLd4g285t2rQJoVCIeTXLwjmbXs1DxadmeIgR4KfBEFDvmAqCwEo0qqurAQB+vx/Lly+HIAjYuXMn1q1bB6PRCJfLhdraWm6NH1LU38aNG3Huuefixz/+MebMmYPS0tIxJZg7OzvxzjvvYPny5Vi+fDnWrFmDkpISJBIJnHXWWbj//vtx9NFHwyCG4N++EjvikdwK5AOIjmpovLsg9OwGxs8e0TZ4EXQAP7HyEGeuYpQkCV0vvojwH/7IHtv3rYsglJfDZTRi8uTJGXVA52KClyQJv173a/xn13+ggQY/O/ZnOL7s+GFvJ5uxCToddNXVSOzYgfiuXTlzuNAKvbf+ec0kq5n+PL7lxRvGjetNXsh2WsoVz6xWK8ucud1ubsXAaFH7XCmjVuHZHzyVhsgJkmnTpkEQBNY4293dzc1n6I+Uy6ny8nKcdtpp+NnPfoYZM2bgyiuvxEsvvYSdO3fCf8ATNVMefvhhHHPMMbDb7fB4PPjGN76BxsbGlOdEIhHMnz8fxcXFsNlsuPDCC9HW1pbynObmZsybNw8WiwUejwe33XYbEolUI/33338fRx11FIxGIxoaGvD888/3G9Py5cvx8MMPI5lM4kc/+hF27NiBDz74AIIg4I477sAJJ5wAg8EA09KfoPJ/V6Os/aNhfeaRIjp7l6fW9DSPeBtkAZd9eIkzG4iiCJ/Ph+bmZnz55Zf44sknEVr8a/Z3w/XXYeYtt2DWrFmYMGECiouLM76AzPYYPrvpWby07SUAwI9n/Rinjzt9xNvKZmz6+gMlF/E4Ei0tWduuEl4zyWOlqcdkMqGiogLTpk3DSSedhDPOOAOTJ0+GVqvFrl27sGzZMixbtgxffvkl9uzZg2AwmJV9jAdhx0OMAD9xAvxlvYGDx7jcOFtfXw+Hw1HI0EZFylmuuLgYzz33HADg6aefxvz587Fp0yYkEgmce+65OPXUUzFt2jTU1NQMeVt12bJlmD9/Po455hgkEgncddddmDNnDjZu3Miy0wsXLsQbb7yBl19+GU6nEzfeeCMuuOACLF++HECvk8S8efNQXl6Ojz/+GK2trbjiiiug1+vx0EMPAQCampowb948XHfddViyZAneeecdfO9730NFRQVbIVCmP0u7nTt3IplMQhRF1qAhlkwGGgFrcNdIx3VYSM7e2xUa354Rb4MnQcdTrGpnpGOpdGmRm1KZV+aePdD839+AA9u1XXE5XNdcM+L4ssnn+z/Hnzb/CQCw8IiFmFczL6vbHw06RV1yYscO6A90imcTXkWy2hmpcDIYDPB4PPB4PAAONjh1dXWhpaUFGzZsgMFgSPFqHonNIQ/CjocYAX7iBPiKdShnGF4+RzoDpoLKy8tRWVmJDRs24O2338Yrr7yCn/zkJ6iursYpp5yCO+64Y9Av8H//+1/K788//zw8Hg9WrVqFU045BT09PXj22Wfx4osv4owzelvBn3vuOUydOhWffPIJjj/+eLz11lvYuHEjli5dirKyMhx55JF44IEHcMcdd+C+++6DwWDAM888g7q6Ojz22GMAgKlTp+Kjjz7CokWL+ojk/pDryWKxGMzm3hX2kp7DAACOYBPyIeXkTLLQs3vE2+BlqWeAH5HMQ5yZTjzyrS+5yc7n80Gv18PlcqGkpAQNDQ2wWq2Ib92K9kd/CelAM6tl3jw4b7xxVDFmcwxnlc7C5ZMuh1lnxkUTLsradrNBSvNeUxPMp488wz0QVG6hbtIbnGRvcOXCDUqXDdmrmZds4VDwIIR4E568xMrTuA6HAUWyTqdj3Ypnn302zj77bGzatAkLFizAU089NaRITqenpwcA4Hb3NtesWrUK8XgcZ511FnvOlClTUF1djRUrVuD444/HihUrMH36dJSVlbHnzJ07F9dffz02bNiAmTNnYsWKFSnbkJ+zYMGCjOLqTySLZTMAANbwXgRiAcCQ22VtRWc1RFs5JEvxiLfBg6CT4SVWXuLsL0Z59TGlHZvcRFFRUYGpU6f2WbI30dKCjptvgRQMAgBMJ56Iort/ooqJT55rBEHA9Ydfr8rvRV9/0AYuviM3zXuzy2fDbXKjxpX9LPWhTK5O8FqtFm63G263GxMmTGBlTXIz4Pbt2yFJUortXH9Lr/MgQHiIEeAnToCvcgu1eoyPlgFFss1mQzweRzgcxrvvvos33ngDK1asQFFRERYt6jXrz3RARFHEggULcOKJJ+Lwww8HAOzbt48tLKCkrKwM+/btY89RCmT57/LfBnuOz+dDOBxmwncg5LIRZZ2zZC1FwloBXbAV2rZ1SI6wmS5TxIqZCF77+ai2wYugA/iJlYc45ck+Go2miOJgMAiLxQKXy4Xx48czj+KBSHq96LhlAcTOTgCAYfrhcD/80Kibz7JxMlreuhyv7XwN9x97P4xaY9a2m/WVrKqrex1AkkkkcmQDV+eoQ72zviA2ZKNB7cdRvtBoNGz537q6OkiShEAgwGzndu3ahUQiwXz4ZQ9aHuBFfPIUJy+xAoOPKy+foT/6nAFlG7j29nb4/X6ce+65WLduHb75zW/iueeew5FHHjnsN5k/fz7Wr1+Pjz7KTyPccFBmkpUkPNOha2qFZt/anIvkbECNe9lHrQe2JEnMozgQCMDn86GxsZHZsdXV1cHlcmVsTSVFo+i89TYkdvXW4OtqalD8+OPQDHGBOZx4R8oX7V/gJ5/+BDExhpe2vYQrJl+RlZhksrkfCno9dFVVSOzahURzMyRRhDDCzIpa973RotbPVaj5SBAE2O122O121NTUsPOvnGneu3cvIpEItFot4vE4u/DNh+3ccOFhTgf4EckyvMR6SGSSk8kknn76abz22mv49NNPccopp+DSSy/F1Vdfzb6oZDIJQRAyHowbb7wRr7/+Oj744ANUVVWxx8vLy9kKXcor5ba2NpSXl7PnfPbZZynbk90vlM9Jd8Roa2uDw+EYMosMHBTJylX3ACDumQ5T01vQtn2JeH8vVBm8CE+An/pptYypfOJUZopjsRirZSwuLsaECRNGlF2URBFd99yL2Nq1AACN242SxU9Am6Xs1Wgm+I1dG3H7itsRE2M4qeIkXDLxkqzElEt01dVI7NoFKRpFcn87dOVlQ79oGLSGWrGtZxs8Vg+ml0zP6rYPddQgRgRBgNVqhdVqZefLcDiML774AqIoorGxEcFgEDabjWWai4qKVGE7x4v45CVO+RzJQ6wAX/XTwyFFJMdiMdx+++343ve+h8cff5yVRijJdIlOSZJw00034Z///Cfef/991CmaWgBg1qxZ0Ov1eOedd3DhhRcCABobG9Hc3IzZs3szt7Nnz8aDDz6I/fv3s+7ht99+Gw6HA9OmTWPP+e9//5uy7bfffpttYygEQYBOp+sjkmO1Z+DLlv2oP+bSjLYzWgwfPAT95n8jNnsB4tMvHvbreRGegHrEZyYUIk75FqxSFCeTSTidTlZTLNctrlu3DlardcS333ueeALhd98FcHA1Pd24kS1oMxAjGcPtPduxcPlChBIhHF16NB449gHoNOpfIFR3wFgfABLNu7Iukle2rcQvVv8Cp4w7BY+f/HhWt02oE7PZDJPJhNLSUlRXVyMajTKv5qamJqxduxYWiyVFNKf3G+QDXsQnT3EC/CzzzFP99HBIOeuYzWZ0dnaypQSVJQiiKLIvTRZjgy00Mn/+fLz44ov497//DbvdzmqInU4nzGYznE4nvvvd7+KHP/wh3G43HA4HbrrpJsyePRvHH9+7MMCcOXMwbdo0XH755Xj00Uexb98+3H333Zg/fz6Mxt7axOuuuw5PPvkkbr/9dlxzzTV499138fe//x1vvPFGxoOgXJpaRiqdgqbSs1FTOg35+NqFeBAafwsE786RvZ4j4clLrPmKUxRFtsSn/AOA1S5WV1cP2gE/0hj9L76IwP/9rfcXrRbuhx+GYerUEW0rm+wJ7MEtH90Cf9yPw9yH4Rezf8FqkbNJLk6UqSK5GTj22Kxuny1LLZK7RTZRu3BSxmc0GlFeXs7upspNul1dXdi9ezfWr18Po9GYYjtntVrzsoS9msdQhqc4AX4yyYdMTfLvf/97iKKIaDSKWCyGRCKBRCIBnU6HYDCIWCyGWCwGURTxhz/8YcANP/300wCA0047LeXx5557DldddRUAYNGiRdBoNLjwwgsRjUYxd+5c/Pa3v2XP1Wq1eP3113H99ddj9uzZsFqtuPLKK3H//fez59TV1eGNN97AwoULsXjxYlRVVeGPf/xjRvZvQO+Xp9fr+9Qky19qvsScKHsl94zMK5kX4QnwE2uu4pRtoZR2bFqtlnW419fXZ+ylOtLJJ7R0KXqeWMx+L/rxnTCfeMKItjUYw41PlETc+cmd6Ip2YaJzIh474TFYdJasx5UrdDUKkbx75JaOAyFbwPHmk8zbCV9tDCZA9Ho9SktLUVpaCuCg3WNXVxdaW1uxadMm6HS6PrZzufguePh+eRHJPJZbjPlMMtC7Ut7+/fthNpvhcDig0+kQDofR1dWFqVOnwuFwwGAwDLnaVibiwmQy4amnnsJTTz014HNqamr6lFOkc9ppp2H16tVDvt9A9JdJ1mg0MEfboV//EgRHBZJ12fc8VSLJq+75RrbqHjXuZZ9sTU7yAgPyj9/vZ84uZWVlmDx5MiwWy4jfb7hjGV2zBl333scWC7F//3uwfv3rI3rvTBhOfBpBg7uOuguLvlyER45/BA5DbldqyvZ+qE/PJGcZlkkmn+SswotwygR5pbPi4l5LUVEUmVdzR0cHtm7dCkEQmGiWbedGK3B4GUNeygJ4LLfg4fsfLn2U7h//+Ef8+te/xpNPPolJkyYB6G2Eu+mmm/CNb3wDl1yi/uaZ4WIwGPqIZEEQUNGzCtaNLyI+YW7ORbLo6D25jnRBEV6EpwwvsY4kTrkhVelRbDab4XK5MG7cOGbHli0bs+HEGN+1C5233gocuHNiOe88OL7//VHHMRAj+YzT3NPw+1N/z+WEqykpgWA2QwqHcyqSecskE6NjNAJEuXhJfX09JEliXs1yXXMymUzxana5XBn3H2UjxnzCS+8OL+dImUMmk3zDDTfg1VdfxaRJk5BMJiFJEsrKylgj33nnnQebzYZkMjlkNpkXdDpdv+UWXktvs6G2bW3OYxCdvZ3MmlAHEA8B+uHdYuapcY+XrHemAlS2Y5N/QqEQrFYrXC4Xampq4HK5WA19LmLMlKTXi44FCyH2+AAAxuOPQ9FdPy74iS2UCOHez+7FNVOvwdSi3proQsc0UgRBgG78eMS3bEGiZS+kRGLUXtNKeC+3IEZGNgWoIAhwOp1wOp2ora2FJEkIBoPMq3n37t2IxWJwOp2sPMPlcg3ZHMzLd8xTJlleQIkHDgl3CwDw+XzMUk15Jblt2zYkEgn2pY0VgSwIAgwGQ8piIvLjPeZaSIIGmsA+CIE2SLbsdqqnYHJBMjogRH3Q9OyGWDJ5WC/nKZPMS6z9xSlJEsLhcIoojkajzKN4woQJGZ1QskkmYylFo+j80a1I7umtedc3NKD44YezKuAGfO9B4osmo7hzxZ34vP1zbPdtx0tzXoJek5+xy9WErquuRnzLlt5FRVpaoK/J3up4vJdbqPUkyksWNBcIggCbzQabzYbq6mo2x8lezZs2bUIoFILD4Uipa073auZlDHmJkzfROdDFBw/n+sHoc4Y8//zzceuttwIAjjjiCCQSCWzZsgULFy7E+eefz91KT5kwUOOeqDMhUdQAfdeW3kVFGubkNI5kxVFALAiIiaGfnAYvwhPgJ1Y5znQ7tkQiAYfDAafTicmTJ8PpdBbsojGTSVQSRXT97H7EvvwSQG9JQPGiRdDYcrvcOjD4d50QE7jns3vwefvnMGvNeODYB/ImkHNJisPF7t1ZFcmTXJNw28zbUGbN4QX7IYja56N8CjtBEGCxWGCxWDDugB1kJBJh5Rnbtm1DIBCA1Wpl5Rlut5sb8clTnDxkvGUGE/X/n73rjo+jOrdnZnufLeq9udvYGDAGAwY7tARCS0IJ4cWEFkoIPZCAqaGFEl4ISR7phLwklEDgETo2YGwgbrIty02SZUmWtknb28z7Q77Xs9KutCttmZF9fj9+WFu/vXPnzpnvft85chjvdBh1Zf/FL36BK664AhdccAFUKhUUCgWi0ShOO+00PPnkk3nbNi4mUjXuAcNlAbGSOVC526HYn3+SHDr/zxN+r1xKGABpk2Se5ykpdjqdiEaj6OnpoRrF1dXVMJlMWdfr5RPjjeXQL59D6J13ABzQQn7yiZzr946FVPHxAo8HvnwAq3tXQ82q8ehxj2K2bXbBYhortskiSeEix3XJlYZKnNd43pRMVhQbUr6QF5vYabVaVFRUoKKiAsDBvgu3243Ozk5s3rwZANDZ2YloNAqr1TqpZuR8othjmSnkEieB3Eh9phhFkvV6PV544QU89dRTaG9vB8/zmDZtGsrKpm7mIh1JZhgGUcds6Le/DEVf/uuSJwMpE89UkEqsiUQCQ0NDVJJtcHAQDMPQOmJiXCPVk3+84x549VX4fv/74T9YFrYHH4B6xozCBIfUxEMQBPxsw8/w9t63oWAUeHDRg1hYsrBgMeUbypoa+u98NO8dxmEUG2q1GqWlpdTkKx6PY/Xq1VCr1di3bx+2bNkCtVqdVJ6RqaxlviEX8inHcgs5xZspUu4RC4IAjUaD5uZmqoscCATGNA+RM1KpWwAHSTIAsPs3DUtmFWISTOB75ESSixkr0RAVaxSrVCpwHAeHw4Hm5mYqvL9z504kEgnJEmRg7OxXeO1aeB5+hP7N3fRD6E44oRBhjYl/7vknXtnzChgwuPuou3F8xfFFiSNfC3qSDFxnbknyUHQI7YPtMGgMOMJxRE4/O5+Quk6y1NdOqRMQpVIJhUKB6upq2O12qgXv8XjQ39+P9vb2JJUNotVc6LVV6vNQDLllZg8ZdQsAeOONN/DYY49h06ZN4HkeDocDX//613HTTTdRP/mphFQ1ycBwCUPUNg3B8/4Evmxe3gmyonsttG/eAMFYhuDFr2X13sMkOTWIG5VYjk2j0VB755kzZ6a1cJXLmKaKMbZnD1y33wEkhhu8jBdeCOO3vlXo0ACMju/02tOxunc1Tqw8EV+p+UpRYsonWIsFrMUCfnAw55nkdm87bvj4BjRaGvG3M/6W088+1CEH4iRliM9zhUIBm80Gm82GpqYm6ipKFDR2794NnueTZOcsFkvey9jkRpLlECdBusy3nBQ6UmEUSX7llVewYsUKnHXWWbjttttgNBqxfft2rFy5Er29vfjlL38JjuOKEGr+MFa5Bc8o866RTCCoDGB9+8DHw1m/V04ScPkkn5FIJIkUBwIB6PV6cByHmpoaqlFc7DhzhVSLT8LrhfOmmyEEAgAA7YknwnLjDwodGoDU8WmVWjx23GNUqaGYyNfxVdbWILp5EIn+fvDhMNgM59x4kKsEnNQhdUIi9fiAsWNkWZbKzjU0NNCGaEKau7q6EIvFYLFYkrSac90QfZgk5w9yy3xnCjoDSar8qaeewjXXXIOHHnqIvuikk07CCSecgOXLl2P37t048sgjZXcAx8JYjXuFJEm8ebiTmA25gFgIUOkyfq/YRlvqxyVX5FMQhFEaxaFQiMqxNTQ0gOO4UVJFUw3isRRiMbhuv+Og1Nu0abDdfx+YIjYaCoKANzvfRLe/G1fMugIMw0iCIOcTyuoaRDe3AgASPT1gGxsn/Zk8zyMYDAIAItEIvQGU+vl+GJOHHNb1bGJkGAYmkwkmkwl1dXUQBAHBYJDKzvX09CAcDlPZOaLVPNm1XE4kWW41yXKLN1OMuk3bv38/ddoTo7m5mU7kqYaxapJ5ngcT6Idq/e/BBPoROe3x/AWi5SCoDGBiATC+Hgi2pozfSu7g5LCYTpQkk/knJsXRaJTKsbW0tOQ0+yC3TLIgCPA++hii//kPAIC12WD/2c/A6rMzpsklGIbBF0Nf4FfbfgUePKZz03FS1UlFi6dQUFRW0n/H9+2DagIkmed56oxG5ntXfLh8IxqP4pNPPoFKpYLNZoPdbofNZpPsbpLUz6PDyA0meu1hGAYGgwEGg4GWdIq1mrdv345AIACj0UgzzVarNeNdQQI5kWS5ZWblFm+mGMUmjjzySLzxxhs44YQT0NDQgHA4DJZl8eyzz8LhcMBqtRYjzrwiXU0yJUkCD83an0MAg8hJPwG0lvwEwjDgzVVQuNrBDnUjkQVJFmeSpY5MyWcqjeJEIkHl2CorK2E2m/NWxyYXkkyIkf+v/4vAq68OP6FWw/74YwWVekuFjUMb8et9vwYPHmfVnYUTK08sajxi5PNCqTygLwsA8X09Gb2HzHePx4NYLIaNGzdSpRWbzYbGxkY4og7gI0ClVmHZsmVUhosoCigUCqhUKuzbtw82mw06Xea7UYWAVMmJ1JMLUo8PyH2MOp0OOp0OlQduOCORSJKV9saNG6HX65NIc7r+EnGMgHTnoRhyOOZi8DyfMkEl9WvoeKC/iNwB3HXXXfjmN7+Js88+G1/5yldgMBjQ3t6Ot99+G3fffTemTx92gpPTwRsPqRz3gIPlFoKxHDxXD9bbAUXPF0g0LstbLIK5CnC1gx3ah2w8taYCSSbNHWJSDAAcx4HjONTW1ha0I1oOJBk4UHby6RoMPvUUfcz24x9DM3du8YICsMG5AU/tfgoJJLCsahluO/K2KbVujAVl1cFMcqJnX8rXEDtgkin2eDwQBAEcx4FlWbS0tKCioiJpzBSegzXJCoUCdrsddrsdwLByy9atWzE0NISuri60trZCq9XSLLPNZss683YY0oAcCFO+Y9RoNCgvL0d5eTmAg03Zbrcbe/fuRWtrKzQaDS3PsFqtVKlIHCMgD/4it/KFQyaTPHv2bHz44Yd49tln8c477yASiaC6uhovv/wyli3LHzksJsbKJJMsXbz6WKi9HVDuXZNXksybh7eaGF/qC2s6kJNJqtutYhDySWSCxHJsCoUiKXNWTG1NOSxQDMOA2bcPrvvuBw4ce9N3/wv6M04valxtnjbc8uktiApRzDXMxd1H302bzqSEfN0EKVJkksV1l4QUJxKJlDeBH3/88agLPDC2LbVSqaQ1ynPnzkU8Hqfb1R0dHdi0aRP0en0SaZ6K5lATgRxIqNRR6DFUqVQoKSlBSUkJgGHNe0Kae3t7sW3bNiiVyiTZOWLCI4djLTfSKTdSnylSFm+WlJTgnnvuwT333JP0+L59+8Bx3JTTS06XSRZnEhM1xwKtf4Wi+7O8xsI7ZiJReRSELG1n5ZBJjsfj8Hq96OvrQzgcxqpVq6BWq8FxHMrKyjB9+nTJNSJJeTwBAD4ftD974qCSxdKlMF99dVFD8sf8uOnTmxCMBzHTOBNXV1w9Jeyms4GipARQqYBYDOGODrS2tlJLc4vFAqvVipqamqx3Rkp0Jbh+7vUwaUzjvlapVCaRiFgsRkkz2a42GAxJpDlfTa5yyuBJEXIg8cWOceTOCs/zVKvZ5XJh586ddB7u2bOHys5JlYgWezyzRTpSL6ffkArjdjj5fD44nU6sW7cOv/zlL7Fy5UosXbpUdgdwLIylk0wys4nqxcOP7d8MRP2A2piXWGLzv4PY/O9k/T4pkmRiXSrWKNbpdNDr9VAoFDjqqKOg1WolO4+kXm4hxGJQPfkU2P5+AAeULO5dCabIi75RZcR1c67Dq3texY01N0IIS3cMcw3SbOTxeKC3WqHq74fQ1weDXo+qqqpJX5StGisunnbxhGypVSpVkktaNBqlpHnnzp3w+/0wGo1JpPlQsb+W8nkOyIMwSW0MxeYlwHB8/f39WL9+PQYHB7Fnzx66kyOWncu3VnOmkFtmdqx45fQ7RiIlSU4kEggGg9iwYQP++c9/4vXXX4fX68WSJUtoEb2cf/RIjNu4h+FaYd5cA3Zo73Bdcv3SAkc5NohgdzEXqpFybMFgEAaDARzHoa6ujlo9e71ebNmyRXJNRSNR7PEcC0TJgt26FYA0lCzEOLPuTJxWexq6u7rhE3zFDiclcrGGhcNhSoq9Xi8ikQiVrdLU1YHv7wcTjaLWYoFCYk3ParUaZWVlKCsb3rWKRqNwu91wu91ob29HIBCA2WymhNlqtU5p0jyVrmnFgNSJPFHQUCgUWLBgAe0JIFrNe/fuRTQapTs9RHauWHNebuUWcos3U4wiyb29vXjllVfw4osvYtOmTZg7dy5uueUWXHrppVO26UOtVsPv9496fKROcqLmWDC7hsAEnfkPio8DjCIrl79CkjpBEBAKhZJIcSQSoRrFTU1NaRcYKZNPMaS84IuVLASVsuhKFt6IFz/b8DP88Igfwqa1AYAka5AnC3GHvdfrRTgchslkgtVqxfTp05MyUZ76egQ+/xzAsAyc4sA28KS+PxFB+2A71Eo15jpy25ipVquTGqMikQjcbjdcLhfa2toQCoVGkeZcmz0cRmpInYASSD1G8TgyDAOj0Qij0Yja2lp6TSO7K9u2bUMwGKQ3vYQ4F0p3Xy7HnCBVJlkQBFlc68fCKDORH/3oR/jjH/+IK664As8//3ySZnI8HodCoZDVgcsEKpUqbU2yuBEufPK9wGk/A/JphCAIMPx2CZjBbgSuWAPBVDn+ew4gn6575K5bTIrj8TjMZjM4jsOMGTNgNpszumjKhSQD0ttCBDBKySJ0+eVFVbLwx/z44Sc/xHbvdnijXjxzwjP0OamvFeMdX1KSQEhxMBikpHjatGmwWCxp53ySwsW+HmDevEnHOxAawFUfXgW9Uo9VF6ya9OeNBY1Gg4qKClRUVAAYzpqTTPPWrVup2QMpz7BarWm3qqV4HokhN0IiNRAyJPUxHCtGhmGg1+uhP1AaBSTvFJGSJIPBQOd7PhVj5DCeYhwymeR58+ZBp9Ph448/BsuyOOOMMzB37lw4HA6YTOM3i8gRY5mJJC3uGnP+g2EYgOfBCIlhGbgsSXKuLkY8z4/SKBYEgWoUV1dXw2QyTah+Sy4kWYpxxvbsgevOO6mSBX/uuYgde2zR4okkIrj101ux3bsdnIbDzfNvHvUaqY3hWCB19IQUEwMDq9WK5uZmWCyWjLdfk7WSs1OrSQeibiGg8GOq1WpRWVlJS+5CoRDNNLe2tiISidD6TrJVLV4f5HTBlxrkQpikHmO246jVapNuFMn64Ha70dnZic2bN0Or1SbJzuWq+VyONclTmiSTH3fTTTfhqquuwmuvvYY//vGPuPTSS1FRUYFTTjkFS5cuxSmnnAKHw1G0gPOBsWypU2ZmBQFIRABlfu4geXMV2KG9YIb2AVVHZ/y+yZC6RCKBoaGhJDk2YmTAcRzq6+thNBpzchJIkXymgtTi5P1+uG65NUnJInDRhUCRXDDjfBx3rb0LG10bYVAa8OTxT6LeVJ/0Gqkv8oIgYGBggJJikimyWq1obGycVE2iIg8kmcEBqUeh+FKPOp0OVVVVqKqqolvVhDR3d3cjFotR0qzX6yV1Lo2E1EmoHOID5HG+TyZGtVqd1PxKFJvEhj5qtTqpPGOiMqZyy8xKfY5OFCn3CQ0GAy666CJcdNFFCAaD+Pvf/47//d//xYUXXoinnnoKN9xwAxKJhGS6QCeLTBr3CJRb/g7NJ48hPu2riCy9Z9R7cgHBPHxxZYe6s3pfNqQuHo+P0ihWqVTgOA4lJSVoaWlJqdOaC0iNfKaDlOIUeB7un9yNeNewLbGqpQW2++5FoL+/KDHyAo/7v7gfn/Z9Co1Cg8ePexzTuekpXyuVMQQOXtQ8Hg+cTifC4TB27doFq9WK+vp6cByXs5pD5Qhr6lxAqhch8VZ1dXU11YQmpLmzsxMA8Pnnn9NMs5Tltw4jOxwqJHkklEolHA4HTRwS7X+Px4P+/n60t7cnqWzYbLaMZR/lRjrTZb7l9BtSYdwCUr1ej8suuwyXXXYZ9u3bh3A4DABThiAD4zvuJUGpA+vrgaIjf/WAEzUUSRnvARB3IrEcm0ajAcdxqKiowMyZM8e19MwV5H7SFANDv/kfhD/+GADAWsywP/Yo2APHqxgk9Pltz+Od7negYBR4aNFDOMJxRMFjyATkZpDUFfr9fro9WlZWht7eXhybp3IV1mAAa7WC93iQ6MnMmno8SCmTPBaIkoDBYEBNTQ0CgQBWr16NsrIyuFwudHR0gOd5ShxsNhvMZnPRSLOUbuRSQeqESerjR5DvcVQoFHQ+NzU1URdZoqCxe/du8DyfJDtnsVhS8im5lVuMlfmW0+8YibQk2e12Y+PGjejv70dpaSmqqqqSmvimEjJx3COI1x4PgWGhcG0H4+vJqrEuUwimiWeSSbyRSCSJFAcCAej1enAch5qaGnAcVzS1EillaMfCWDcdhUToo4/g+5//Gf6DZWF78EFa71qsxedr9V/D+/vex4oZK7C4fHHa1xU6PnEmx+PxwOfzUavakfPe4/Ggr68vr/EoKiuHSXJ/P4RoFMwks9SEJBejJnmyYBgGtbW1VEnA7/fD5XJRcxNBEEaR5kLOHylfyOVCkqUcI1D4cWRZFhaLBRaLBQ0NDXTeE9Lc1dWFWCwGi8WSpNWsVCplV24hN1KfKZJIMplAH3/8Ma699lps2bKFdq3Onz8ft9xyCy6++OJixZo3jNW4N6omWWcFX34EFL3roehcjficb+U8Hv5AuQUzlFn2SRAEhMNhJBIJdHV1Yfv27QiFQlSOraGhIafbyJMFIclSX/iB4mdIYh0dcN+zkv5tue5aaBctSnpNMWKs0Ffgj8v+mJGTXj7jI7X0hBQPDQ3RmsCqqipwHFdUPW5lVRViW7YAgoB4by9UdXWT+jwpmgZlCvG5zjAMTCYTTCYT6uvrIQgCfD4fJc27du0CAEqYyTZ1vtYLOY6nlHCYJGcG8byvq6tLsqp3u93o6emhqjGCIECj0SAajUrm2j0W5EbqM0USSWYYBjt37sRdd92FhoYGfPDBB7jnnnsQDodx7rnn4vbbb4fRaMTZZ589pToZx2rcS/V4vO5EKHrXQ9nxUX5IMleHROVRSNhbUj5PTixxpjgajYJhGCgUCrS0tNC7USlCfKGX8qJa7Iz3yEY93Ve+AuO3v530mkKO3786/gWjyoilVUsBICOCnOv4eJ4fRYqVSiWsVisqKiowa9YsSbk4jpSBy5Qkp4tfr9TjillXQKWYWqYeDMPAbDbDbDajoaEhaZva6XRix44dYFk2iTRPtCFqrBikCqmvlQRSj1Fq4yguS6quHi6zJFrNu3fvhtfrxfvvvw+j0UgzzVarVZKeFVOJE4pBWRSZPKtXr0Y8Hsezzz4Lm80GhmEQDAZx5pln4rXXXsMrr7yCs88+e0rdeWcsAXcAifqlwGdPQ9m5CuATAJvb+myBq0fwolcP/n1gi0ZMihOJBJVjq6yshNlsxpdffony8nLJq4/IJRtWzMVU4Hm471mJ+IGGJ1VzM6w/+XHKmAoxjh/s+wAP/+dhAMCvl/4as2yz8v6dAChZIqR4cHAQCoWC1hTPmDFjwrX0hbgJUpRX0H/Hc1DaYVAZsGLmCtk532U7ziO3qcnNkcvlQn9/P7Zv3w6lUplEmvPVaCwFSI3cjcThTHLuoNPpoNPp4PF4oFQqUV9fT9e/PXv2YOPGjdDr9UmkuVD9RGNBDmM7EYxKNfr9fgiCQLUwdTodrdfV6/Xo7+8HIH2Ckw2yJsnl8yGoTWDCXrD9m8GXz89pPGJiQBQoAFA5ttra2pQdslKpoR0PcjmRiplJ9j3/PMKrhptDGfPBRr2RKMRYrtu/Dis/XwkePM6qOwszrTOzen82Y0j0ucWkmGVZqroybdq0nOmQFgLKinL670RfbxEjkTfIHCBunjzPY3BwEC6XC319fWhra4NKpaKE2W63Z0UcpuoFvlA4TJJzD1K+oNFokpwwSRO+2+3G3r170draSvsuCHEuxg3jlM8kE3AcB2CYLBuNRqhUKoTDYfT09GDLli04+eSTAWBKDYZSqcxOJ1mhQmzuhYDAQ8iBwQhpNhLLsSkUCnBmE+wWIxobGzPaWsyn414uIZdMMlCcGEMfrcLQr38z/AfLwv7A/VAe2IpLhXzGuNm1GXd8dgdifAwnV52M2468LavFd7zXkl0Ssasd0ee22+1obm6WdYZQUS4myfsn/XlxPo4OXwcUSgWmcdNkNS65jFUsqwUMr6GEOPT09GDr1q3QaDRJmWa9Xp+z7y80pE7u5LCWA9IfRzHSxapSqVBSUoKSkhIAyXO/t7cX27ZtoyVoYtm5fP9uOY1tNqAkmfy4xsZG2Gw2rFu3DqeccgosFgtWr16Niy66CHq9HldddRWAqUWS1Wp1xjrJBJPRSCZareQ/n88HtVoNjuNQVlaG6dOnw/bp/VB9/iIiS+9BrH5FRp9b7BraTCEXklyM8Yx1dMJ9z8G5Zf7+NdAuHls9Il8x7hrchVs+vQXhRBjHlB6De466Bwom+9IicXzE3lxMigVBAMdx1MAj17Wm6VCI7xCT5HgOMsmBWADfee87AIC131w7oeMxFaFQKGC322G32wEcJA7E2GTLli3QarVJmWZS1yn1LKjU4wPkESMgLwWGTGMdOffJLovH44HL5cLOnTsBgJJmIjuXaw43VrxyGfNUGJVJnj9/Pq699lpa8zZnzhyccMIJOOuss3DppZcWtVM8XyA6ySPvhHJVvkCsLMUaxTqdDhzH0Q78Uc1GKj21ps4Uh0lyblHo8eSDQbhuu+1go96yU2D6znfGfE++Fh9nyIkbP74RvpgPc2xz8NNjfwq1YmId1olEAt3d3ZQU8zwPi8VCDTxy5eQoRbA6HViLBfzgIBK9k69JFh9vOcrAFQojiUM8HqcKAl1dXWhtbYVOp6Ok+TAmB7lkEeUSJzBxtYiRuyxEOYbIzu3ZsweJRCJJq3mkhXwh45U6RpFkg8GAM844g/59xhlnJP09FTFWJnnM8oVEDIruzyCo9OArF9KHw+FwEikOBoMwGAzgOA51dXXgOA4ajWbMmHjzcE0448tcK/kwSc4tCrmYCoIAz/0PIL5nDwBA2dgI6913ZxRDPsbRprXh5KqTsd65Ho8f9zh0ysxujsXKKySTQdw5rVZr2nr6YqEQc1BRUTFMkgcGIMTjYCahOkN0kgHpnz9iFDtWpVKZtEUdj8fhdrupRjMArFu3Dna7nRLn8dboQkEOWVq5kE85EblcjalYOYbILQYCAUqa9+7di2g0ShMXNpsNHMdl1RxMJF3lMrbZIKPVmqTR5XASTAQqlSql4954pFP9+S+h+eRRhOuXoXvxTykpjkQiVKO4qakp6wkHAIJpuAY1m0yy3Br3pB5rIW86/P/7N4TefXf4ew0G2B99BGwGNZT5OidZhsUPj/ghgvEgDCpD2tcJgoBQKERJscfjQTweh9lspl3XXq8XCxYsyEuccoCivByxtjYgkUDC6YRSVIKRLeScSZbS9UOpVKK0tBSlpaXgeR5vv/02Ghsb4fP5sHv3bmzcuJHKbpH/5KBVW0xI6fimg1zIPJC/WBmGgdFohNFopMY+RHbO7XZj27ZtCAaDdA0nxHms+S+HG7mJIiOSPBXvDsRI57iXqnGP3IV5vV5E+XocAUDVuRr9tZ0w24clqcxm86Q1iqk19RQstwDkE2shYoxu2YrBp5+mf9tW3pOV6USuYgzGg/hL+19w2YzLoGJVwxqeKQjySFIcjUbpgkrkCMnWXV9fHwYHB3MSn1whJsWJ3t7JkWSMTZLlcE5JFSUlJVSrNhqN0kzzzp074ff7YTKZaD2z1WotmAyfHAiIXMinXOIEClc/zTAM9Ho99Ho9qg44uYbDYbq+k/lvMBhoeYbNZkvSaiY8aSRXnArrUdZMTk6TLFOQmuSRIOUWQ0NDSeUTgiAMaxRXzEXcWAmlvwdHWYcQb0zfYJUtiOseGxwA4mFAOb54uFyIJyCPWAsRI+/zwXXnj4AD88/47W9Dt3Rpxu/PVYzRRBR3rLkDXwx8ge5AN1YevZI+F4lE6ILp8XgQiURgMplgtVoxc+ZMWCyWMevZpHqcC7WOKSpyp3CRlElOM65TbX3ON1KRULVanSS7FYlEKGnevn07AoEAzGZzEmnOl3nTYZKcO8glTqC4pSFarRYVFRWoqBjWeSd9VW63G52dndi8eTO0Wm2SegYg7Tk6UWR0VsfjcermNhUHQayTHAgE0NPTA6VSiYGBAfj9fmzYsIFqdI5sNOJbTgfW/xbKnW8j3nxa7oLSchBUejCxIBhfDwRr47hvkYsEHCAfkpxPCIIA9333I9EzrHqgnjsHlmu/n9Vn5CLGOB/Hys9X4ouBL6BX6nFO7Tno6+uj2eJQKERJ8fTp02GxWCTr5ihF5FLhYrxM8mHkBxqNJok0hMNhSpq3bduGUChESTPJth1K54jU13ICuZFkqcSqVqtpeRJwUKHL7XZj37591MuhtbWVEmej0VjEiHOHMc/izs5OrF69Grt27YJCocC0adOwaNEi1GWxFSx1+Hw+fPbZZ4hEIliyZAm2bduGM888E3fccQcsFgvi8TgWL16cdrLGm0+Dev1vodj9bm7d9xhmmHQLPIDMThQ5EE8COcSa7xgDf/sbwh9+OPxdZjNsDz00oaauycTICzx++uVP8WHPh1AySlxmuQzuLW7ETDFwHDdpi3OpH+dCxJZUbjFJ1z0lq8Sl0y+FklXKSv5NShf8kZhIplar1aKyspKaboVCIUqat27dinA4DIvFQjPNk1EPOJxJzh3kEicgbbk6pVIJh8NB3X0DgQBWr14No9GI/v5+tLe3UwOg5uZmWauipbzyxeNx/Pa3v8WNN94IQRBgMAzXJfp8PlRWVuKZZ57B1772tYIGmisMDQ3hgw8+wKpVq7Bq1SqsX7+eZge+8Y1vYPny5Zg1axZYlqWL3lgTNVF1DASNBWzIBUXPl0hUH5OzWMNnPpPV66VOSMSQS6z5ijG6dSu8T4nqkO+5Z0K1qhNZRMWOTb/v+D0+CnwEFiy+X/N9LKtbNqFG08NID0WFyJp6kjJwKlaF78/5/uHjIzHodDpUVVXRms5gMEivH5s3b0YkEqGSW4Q0Z7qVfpgk5w5yiROQlxIHEXZobm4GcNA12OVyyX5HJeUR+Pe//42rr74aF110ET799FO0tbVh27ZtePvttzFr1ixceuml2Lp1a0ZfsGrVKpx11lmorKwEwzB49dVXk57/r//6LzrA5L/TTz896TVutxuXXHIJzGYzOI7D5ZdfDr/fn/SaTZs24YQTToBWq0VNTQ0effTRlPGsX78ed9xxB/x+P2688Ubs3r0bn3/+OQDgiiuuwJw5c+jETOu4J4ZChXjjKcP/7Po4ozHJF+SibgHIgyTnK0be54PrR3cerEO+5BLoTjxhwp83XoyxWAxOpxM7duzAunXrsHr1auzevRtvDLyBjwIfAQDuXHgnLjzqQpSUlOSUgMnlgpRPsBwH5oCc2GQzyYeRe+SDhOr1elRXV2PevHk46aSTsGTJElRWViIYDGLjxo149913sW7dOuzcuRMej0c2ZXJjQQ7nutxIslxiHZn1ZlkWFosF9fX1sna6BFJkkoeGhvD000/j0ksvxfPPP5/03EknnYSTTjoJZ5xxBn7605/iT3/607gHMhAI4IgjjsCKFStw3nnnpXzN6aefjt/97nf075H6lJdccgl6e3vxzjvvIBaL4bvf/S6uvPJK/OUvf6Exn3rqqVi+fDmee+45bN68GStWrADHcbjyyitH/YZt27YlPeZ2uwFglDV1piQpesx1iB51NfiSWeO+NmvwcSAaALSWcV8qB+JJIIdY8xGjIAjwPPAgEj09AA7UIV937YQ/L9W5J3Z09Hg88Pl80Ov1VKfbarVCrVZDPaDGm+43ccWsK3Bm3ZkTjmE8SPU4F+oCxDAMFOXliHd2ItHXN6mLnyAI6A50Q6lUospQBUWuyrsOI29gGAYGgwEGgwE1NTVJOrXE3ERs7mC322E2m2my5nAmOXeQS5yA/GKVS9Y7W4wiyZFIBK2trXjkkUdSvoHneVx99dW44YYbMvqCTMxINBoN7SIeiW3btuGtt97C559/jqOOOgoA8Mwzz+DMM8/E448/jsrKSrzwwguIRqP47W9/C7VajdmzZ2PDhg144oknRpHkVCCZs5EkOdPMLO+YPu5rJgLl9tehfeM6JGqPR+iCv4z7+sONe7lFPhaowN//jtD77w9/vtkM24MPTs5c4sAxd7lcSaRYq9WC4zjU1NTAarWmNEZYULIAf/3KX+HQOSb8/ZnEdxjDChfxzk4IoRD4wUEoOG5Cn5MQEvjmv78JAHj33HfBaSb2OYWGlM/1QseWSqfW7/dT0tzR0QGe52G1WmG322m5o5TPJbkQOrnECUi7JnkkpqolNZCCJJNa3NraWvqY3+/H5s2bsXjxYrAsi8rKSvh8vpwF8eGHH6K0tBRWqxWnnHIKHnjgAWonumbNGnAcRwkyACxfvhwsy2Lt2rU499xzsWbNGpx44olJYtennXYaHnnkEXg8HmrPmA6EQKTKJBeTdApaKxghAcbXk9Hrix1vNpADSQZyewGNbtuWXId8991QiupVM0UikcDg4CC8Xi/6+/sRDAaxfft2anNutVqTNCzFWNO3BqW6UjRZmgAgrwSZQMrHuVCxKcvKETnw70RfX0YkOVVsLCPfbI3UL5bFio9hGJhMJphMJtTV1SXZCBOdZgD4z3/+Qx0BTSaTpMZTyue4GHIinnLKzsop1mwxiiSr1WoYjUb4/X5KVHfv3o3jjz+eEjBBEFBWVgZg8gvL6aefjvPOOw8NDQ3YtWsX7rzzTpxxxhlYs2YNFAoF+vr6qOwIDVqphM1mQ9+B+r6+vj40NDQkvYbE19fXNy5JJl3HIw1FsiFyjLcTmjVPgAl7ETr3Dxm9ZzzwpuHOadbXAwgCMM5Yy4V4AvKIVewMONl5zvv9w3XIB27EjBdfDN1JJ2b2Xp7H4OAgPB4PvF4vBgcHoVarwXEc7HY7eJ7HcccdN+7nrB9Yjx999iNoFBr8eumvUWeaOio1UkeyVnIfMGPGhD5HrrbUh5E5RtoIB4NBrFq1CjabDS6XCzt27ADLslRqy263w2g0FpX8ySlDK5c45TSmcrr5yBajSLJGo8ERRxyBl19+Gd/+9rcRiUTQ3d0Ns9kMYDiL9frrr+PYY4/NSQAXXngh/ffcuXMxb948NDU14cMPP8SyZcty8h3jgWGYlIYiWTXCKdRQbX0JAhgwgX4IhtLx3zMOBNNwlpGJBYHIIKDlxny9HIgngRxizRVJHq5DfgCJfcPuiarZs8esQyYGNmJSrFQqwXEcysqGXR11Oh0YhoHb7YbT6Rw3hjZPG25dcyuifBTHlB6DKkPVhH9PNpiqC2e2SNJKnoTChXg8echj10jqkEPNL8MwaGhoQENDA10fyLlPSDMhzDabDQaDoaC/Ry6ETk5kTk6xHnKZ5O985zu49tpr8bOf/QyCIEAQBJpVBoAtW7bgtttuy0tAjY2NcDgc2LlzJ5YtW4by8nL09/cnvSYej8PtdtM65vLycuzfn+xkRf5OV+s8EqmsqQmRy2QBEEwVSJQdAcX+jVDuehexeRdn9L1jB6UDr7WCDXvA+nrAj0OSD6tb5BZikjwZBP7xEkLvHahDNplgf+hBMCIFCSKXQ0ix1+uFQqGA1WpFSUkJpk2bBr1en3IOZjKOHb4O3PTJTQjGgzjScSTuX3Q/lGzhZHmkepwLeQFSlh8sq0nkwFBEgCDZcU0FuZAoOYDoz3Ich8bGRrrT5Ha7sX//frS1tUGlUtGaZpvNlnb9yCXkcHzlRObkFOshVZMMAJdddhlUKhV12VMoFLRuV6FQ4H/+539gs9nyElB3dzdcLhfVLl68eDG8Xi++/PJLLFy4EADw/vvvg+d5LFq0iL7mrrvuQiwWo01477zzDqZPnz5uqQUwfBBVKlXKxj0g8wU+3nzqAZL8Tm5IMgDBVAmEPWB8vcA46hlyIJ4Ecog1Fyd3tK0N3iefpH/b7rkbiooKanVOiDHDMPSi1tzcnLNMUF+wDzd+fCO8US9mcDPwyOJHoFGMbuLLF+S+QOYKivIy+u/EiJv+bEFI8mHkBlLPJI93/SGlF1arFU1NTeB5nuqg9/T0YOvWrVCr1ZQw22w2uhNVqBilArnECcgvVrkQ+myRNp108cXpSV42BNnv99PGAwDYs2cPNmzYQE/We++9F+effz7Ky8uxa9cu3HbbbWhubsZppw1bPM+cOROnn346rrjiCjz33HOIxWK47rrrcOGFF1K3o4svvhj33nsvLr/8ctx+++1obW3F008/jSdF5GQ8pMskA8N3SZlMgHjTV6D55DEoulYBsRCgmrzLjGCqBAa2gPX1IDHOaw837uUHE41zZB2y8LWvYofVCu/q1QAAjuNgtVrR2Ng44ZrCscbRHXbjxo9vRH+oH3WmOjxx/BMwqAwT+i1TFYWag4qSEvrvxP5JkmSGAYTDttSHCrKdo6T0wmazobm5GYlEgpLm7u5ubNmyBRqNJqk8Y7KOaHIhdHIic3IZU0BepSHZIiVJXr9+PSKRCKLRKGKxGKLRKBKJBFiWhdfrxYUXXpjxRPviiy9w8skn079vuukmAMPZ6l/+8pfYtGkT/vCHP8Dr9aKyshKnnnoq7r///iTJqhdeeAHXXXcdli1bBpZlcf755+PnP/85fd5iseDtt9/Gtddei4ULF8LhcODuu+/OSP6NIFUmOdvtdt4xE7y5GuxQNxSdq5FoPjXj70+HeO1xEFR68ObqcV8rJ+Iph1gnWm5BJJ28d98NprsbABCuqUHga18Dd0BgPVfd6WN9hkahgV1rRyQRwdPHP100uTCpH+dCgFGrwVqt4D0eJAYGJvVZFzRdAIZloFWkVjA5jOwgh/k5mbVCoVDAbrfDbrejpaWF6qgTjebW1lZotdqkTHM6dZx0kAuhk0ucgLyIp5xuPrJFSpK8dOlSBAIBWnLBMAwikQh4noder8f555+fUnc13WeNtQj9+9//HvczbDYbNQ5Jh3nz5mH1gQzdRDBeuUVGYBjEm74C9frfQbnr7ZyQ5NjCKxAb/2UHvl76xFMMqceaKUkWBAHBYJCWTng8HujWfY7yjz8ZfoHRiNqfPw119fg3OhNBuvgMKgOeOP4JuCNulOon30g6EUh5kS90bIrSUkqShUQCjGJiRiA3HnGj7GyppX6uA9Kdq7kmdkqlEg6HAw7HsPxjPB6Hx+OhGs2bNm2CXq9PIs3jXe/lQj7lEicgL+IpJ0KfLVKS5M2bN4NhGCiVSrAsi2g0ivb2djz00EO0XnkqgahbpMskZ1PCEG86FYruz8Dbp+U0xkxwuHEvt0h30guCgFAolESK4/E4LBYLOI5DpVKJ0Ouv081w21135o0gj4wxxsewumc1TqketkrXKDSo0GevxZxLSP04FwqK0lLEtm8HEgnwHg8UjvxrVEsJUr2IHurzU6lUoqSkBCUHSoJisRg8Hg9cLhd2796NjRs3wmAwJJFmsScBIJ8xlAtJzlQwQCpIR+jlMi/GQkqSLDYSIaipqUFpaSnOPvtsfO1rX8tb416xkK4mOVsyl6hdguB33sltcHwCTMg1rqycHIgngZxiFZNiQoyj0ehBUlxZCbPZDIVCASGRwMDVV0MIBAAA+q+eCf3y5XmPDxh2Y7v/i/vxbve7WDG0At+b9b28fm8mkPoiX8g5qBDpvSf290+YJLvCLrAxFjatraAqJVMZUp6nhSZLKpUKpaWl1J8gGo1S0rxz5074/X4YjcYk0iwXQienOAFpz0sxDjl1i3SYNm0aWJZFJBIZ/8Uyg0qlGqWTDEygGS7HE4IZ6oHhfxYDrBL+H+wc8/Pl1Lgn9ax3OByGx+MBMFxXH41GYTabYbVaUVFRAYvFQk1oxPD98U+IbtgIAFBUVoC75Za8ximWKXxiwxN4t/tdKBkl5tjm5PV7s4GUj3MhoSgVNe8N9AMYW60mHb7x1jcQSoTw6tdeRbUxPzsUhyEdFJvYqdVqlJWVUYOuaDRK3QDb29sRCARoDXN/fz+sVqtkd5uLPZaZgqyZcim3kFNpSLZIS5ITiQQ8Hg96enoQCoVgMplgNBrxwgsvgMvAUlVuSJVJBiaR8YwFodj3ORL1J00qLsHgAAQeTCIynE3Wp88+ySk7K7VYI5FIUqY4HA7DZDIBGNbuLi0tTUmKxYhu24ahX/1q+A+Whe3ee8EajXmNmyz4v976a7yy5xUwYHDP0ffg2PLcmP0cRu6QlEmehAwcvchL5/SRNeRCnKQCtVqN8vJy6kEQiUTQ3t4Ol8uFtrY2BINBWCwWmmW2Wq1QKqWx4yGXYz2VMslyR9qZ+9xzz+Gxxx5DT08P1Uk+9dRT8eijj05aLkaKSFWTDEww4xkLwfjLBWBiAfivWAfBXDnxwBRqCIYSMIF+ML6eKUOSgeJmGMkWIiHFwWAQJpMJVqsVLS0t4DgOSqUSH3zwQdqssRh8OAz3T+4GEsNCfab/ugya+fML8EuA1cHVeMP5BgDg1vm3Yll1YZwqM4GUF85iNO4RTEYGjlhTy0kCTk7rktQgdWKn0WhgsVgQjUaxcOFChMNhuN1uuFwubN26FeFwGGazmZZnWK3WcdfTfEHqY0kgN5J8yGSSyQR69tlnsXLlSlx//fX4xje+Ab1ej507d+Kmm27CVVddhRdeeIF2xk4VjJVJzrqEQaUDXzITip4voOz4cNLGIoKpAgj0gx3qAV82L+3rpF7CIEahCX00Gk0y7wgEAjAajVSAn+O4lFuEmS5Sg089jXhnJwBANXMmzFdckdP40+Hd3nfxRnCYIF8560qc03hOQb43G8hlTuYbitLJG4qEw2E6ntHY6PVKypDqBV/qxEnq8QHJMWq1WlRWVlIfg1AoBJfLBbfbjdbWVkQiEXAcRzPNHMcVjDTLYSyBg2IBciGe6TLJpK9LzkhJkn/729/ijjvuwM0330yfq6urw5tvvomjjjoK+/btg8PhkM2EywSpJOCAiZO5eP1SKHq+gCIHJJk3VULRtxGMr2fM18kpk5zvWGOxWBIp9vv9MBgM1LwjHSmeSJyhjz9G4KWXhl+v0cB2331gCrS9GIwHAQDfav4WLpt+WUG+MxtIfX0obOOeuCY5M61kMo/dbjc8Hg9CoRAts1jz2RoM2AaoBu5ULIM7DHlgLC6g0+lQXV2N6upq2gRNMs3d3d2IxWKjSHO+yKFcOMvhTLJ0kPJK7vP5Uto5m81mOsmnGtKRZJZlJ9QMF29YCs2nj0PZuRpIxADFxBsZBNPwHTl7mCSnBRHIJ6TY5/NBr9fDarWivr4eHMeNki3KFGPFmXC74bn/Afq35Yc3QlVfN6HvmQjOqTsHse4YLp17qWQXVLnMyXyD1evBGI0Q/P60meREIoGhoSHE43Fa30lu7pqbm4fLgN5SAlHgqKOOgjFqhMvlwt69e5FIJKBWq6FWqzE0NJQzw5pcQMpzQMqxAfIgdpmOIcMw0Ov10Ov1lDQHg0Gaae7q6kI8HofVaqWk2WKx5IyAyWEsAfmR5EOuJvmEE07AX//6Vxx11FGYNm0agsEgWJbF/fffj5qaGqqnOJUGJV1N8kTJHF82D7zOBjbkhqJ3PRLVx0w4Nv4ASWZ8vWO+Tk7qFpMlyfF4HIODg7Su2O/3Q6vVwmq1oqamBlarNWPDm4nGKQgCPA8+BN7tBgBolxwPw3nnTfo7x0PHUAdsWhvMajMAoFZZC5aZmnfxUw2K0lLE/X7E+/vpvPL7/TRT7PV6oVQqIQgCSkpKUF1dnXYea7VaVJcezND5/X60tbUhEAhg7dq1UCgUsNlscDgcsNvtU7KXJFeQ8rVM6iQemDj5ZBgGBoMBBoMBtbW1EAQBgUCAkuaOjg7wPJ9Ems1m84RJs1xIstxI5yGTSSY/8t5778UFF1yAU089FccffzzMZjO2bduG9vZ2/Pd//zeampqKEmw+MVYmeUKLFMMiUXci2LZXoej4cHIkuXQOYtO/jkT1orG/cgpnkhOJRBIp9vl80Gg0sFqtqK6uhtVqzdpKNdM40yH45psIr1oFAGCtVlh//OO8L2z7Avtw/errYdFY8NTxT8HAGCR9zKW80BcjNkVpKeK7dwORCLauXQt3LEZJgMPhQEtLC/R6PdasWQO73Z6SIJ9eczoiQgRG1UHlFIZhYDKZwHEcdDodZs2ahcHBQbhcLuzbtw9btmyBTqejpRmpDCHyDSnPBalD6mOXK/LJMAyMRiOMRiPq6urozR8hzbt37waAUaQ50++WC/mUG+nkef7QMhOpqqrC6tWr8cILL+CDDz5AOBzG0qVL8eKLL6KhoaHQMRYEY2WSJ5qdjTcshartVSj3fIDoktsmHFui9ngkao8f93VTiSSTbWdCioeGhqBWq2G1WlFVVUXJQLHijO/fD+/jP6N/W+/8ERR2e15jcYVduPHjG+GKuMBpOGgUGjC8PBb8QxliJRUIAgi11YdCqD7ySJhMpqwuiD+c/8Nx6+lZloXVaqVlGvF4nNaBEkMIojhgt9uLqjhQbEg9uyj1+AjyESO5+TOZTKivr4cgCPD5fJQ079q1CwAoYbbZbGOWGcllLOUSJ4HcSH02SNtdpFQqcdlll+Gyy5KbgdLdMcgdOddJBpCoPxnhk1ciXn/yZMPLCHJWt+B5fhQpViqV1Lxj5syZ0Ol0RVk4Ro4pKbMQ/H4AgP6MM6BbujSvMfiiPtz0yU3YF9iHSn0lnjz+SZjUJoTDYRqTFBdVKcYkRj7Ol0QiQevj3W43dSiz2WwwNjchvnYtAKBcrYbOYsn596eCUqlMclGLRCJwuVxwuVxobW1FNBqF1WqlpDmb7Nxh5BdyWNMLtf4wDAOz2Qyz2YyGhgbwPE9Js9PpxI4dO8CybBJpNhqNNDa5kDm5ZLwJ5BZvNkhLkv1+P1pbW6mjTjQahSAIcDqduOyyy9DS0lLIOPOOdI57E23cAwBBb0fsyBxZA/MJMIH9EHR2QJm6RlFOmWRgWM6qo6MDHo8Hg4ODUCgUsFqtKCsrw/Tp06HX64t+4qUa0+BrryGyZg0AgHU4wN1yc6q35gyRRAS3rbkNOwZ3wKax4aklT8Ghc9D4AOmSZEAeF/nJgFyoCSkeHBykpUB1dXWwWq20tMFfVw/vgfdNVCs5EAtAKSihU+qgYCeW/dVoNFSmS9w85XK5sHv3bjAMA5vNRknzZM9FKc8BKZ87BFKPr1hjyLIsLBYLLBYLGhsbwfM8BgcH4Xa70d/fj+3bt0OpVFLCnDigYy91yIXME6SLd8pJwBF0d3fje9/7Ht5++21YLBaoVCqwLAu9Xo/e3l4sWbIELS0tUyqrnI9Mci5h+O0JYAe7ELjon+ArF6Z8jVRiTQWe5+H3+2mm2OPx0HhLSkrQ0tICg8EguRNq5JjG+/rgffIp+rf1rjvBms15+/44H8dP1v4EG10bYVAa8MTxTyRZEUttvA4FEFJJSLHX6wUAeoM3Y8aMtLseuXDdO++t8zAUHcI/zvwH6s31E/oMMVI1T5F65r6+Pmzbtg0ajYYS5nS10pl8z2FkDzmQeKlcd8RlRk1NTeB5nkoo9vX1IRgMYvPmzXA4HPQmsFg7lGNBDsdcjKnEBUciiSSTH/qzn/0M+/fvx6pVq7BkyZK0b55Kg6JWqxEMBkc9PukShmgAqrZXwA60IbLsgfFfnwaCoRQY7ALr60W6vLaU1C1Iw4XY1Y5hGHAcB7vdDrVaDZZlMWPGjGKHOibEC5UgCPA88CCEQAAAoD/rLOjGOD9yAXfYjR2DO6Bm1Xj0uEcxjZuW8nVSuUiNhJQX+mxiI7blRIUiFotR692GhoakLd2xkKSVPA5JnsgxzcU8IOcpx3FoampCIpGAx+OBy+VCR0cHNm3aBJPJlFTPLBXb4YlAboREipDqGIpLLwDgo48+Qm1tLeLxOHp6erB161ZoNJqk8gy9Xl/kqKU7nukgt3izQcqVbe/evTjttNMoQR658E7FwRjLTGRyxFOA5t27wAgJRI++GoK5evy3pABvqoQCGNNQpJiZZCLdIybFgiCA4zhq4CEmErt27Uo53lKDeEyDr7+OyIF6UkVpKbibfpj37y/Vl+JXJ/0KHb4OLHAsSBmf1CFVAj8WiO42IcWBQAAmkwk2mw0zZ87MyKo8FZTiTPLAxK2pCwmFQgGHw0FdVqPRKNxuN5xOJ7UdJje/drs9p7q2hyEPAiKHGAnIzS0AegPodrvR3d2NLVu2QKvVUsJst9vzopo0HuRW45sqXkEQZLn2j0QSSSY/8rjjjsOePXuwd+9e1NTUyOpgTRS5dtyjUBvBlx8BRe9/oOj6FPE535zQxwimCgBjG4qQC1MhFizxljMhxTzPw2KxUAMPo9GY9mIp5dKQkRAEAQmXC96nf04fs951F1ijcYx3TQ69wV5U6IePeam+FKX60jFfL9WxlMPaQRbzoaEhSoqHhoboxbKhoQFWqzUjh8bxwJjNYDQaCJHIhGuSx/2OPI+5Wq1GeXk5ysvLASCpnrmzsxM8z1OC4XA4YDBIW6ZQyrEB8iCgcogRGB3nyBvAeDxOSXNXVxdaW1uh0+mSMs2FIM1TpSZ5KiAlST777LNx5ZVXYsWKFfjOd74DjUaDaDRKZYSWL1+OefPmyebEyATkN47EZBr3COI1x0HR+x8o906cJB80FBk7kwzkZ8EiTotiUhyPxykprq2tzUrKSi4kmcTpfeJJCENDAAD96adDe9zivH3nP/f8E09sfAJ3H3U3llUvGze+w8ge5CYPADZu3IjBwUG6NVtRUYHZs2fnTXdbUVaKeNfeCdckSw3EQa2mpiZJosvpdKK9vR0qlQoGgwHxeBzhcLgombnxcPg8mjzkMIbjXRuVSiVKSkqoYRrhPMTYZNOmTTAYDPQmMFemVdnGKTXILfOdDVLWJD///PP48MMPUVpaimuvvRYsy0KhUECr1aKvrw/PPvss5s2bB57np4y2plKpTKlukQsyl6g5Dlj331Ds/RQQBGACkykTa2oxSZ4sCCkmUlYejwfxeBxms5kaeEzG+UhOJDmxdi1i77wDAGAtFljyWGbx4b4P8dj6x8CDxw7vjnFJMoGUx1IqsYXDYZopJvMZGNZYbW5uLljjqKJkmCQLgQD4YBCsBGogc4VUEl0ejwd79+6F1+vFRx99BL1en2RqkosM/VSGHAiTXDKJ2Y7lSOnEWCxGSfOuXbvg8/movCP5LxcmPXIjnXI5/hNBSse9e+65B3fccQeUSiVVtlAoFKMO2lQhyMDwFmK+1C0SVUdDYFVgfT1gBjshcPVZf0Ym1tTk+Ez05mUkKY5Go5QUV1ZWwmw25+yYy4Uks5EIYv/9C/q35Yc3QmG15uW7Nrs2Y+XnK8GDx9n1Z+Oq2VeN+55c3hjlA8Vc6GOxWFJdcSgUovO5qqoKGo0Ga9asQXV1dUEXeNZx0HQm4XSCra0t2HcXGizLwm63U3WbRYsWUVOT9vZ2BINBmM1map3NcVzBL7ZSJ6FSjw+Q7vozEpMdS5VKhbKyMpSVlQE4WJ/vdrupSQ/pXSCZ5oncBMrhmIuRTt1iykrAabVaqFQqWqvH8zwSiQQEQUA8HodGo5lyd/9qtTrnOskUKh0SFQug3LcOyq5PEJsISbbUIjbj6+DN1Wmz0dkSJtKxT/6LRCIwmUywWq2Tak7KBHIhyabXXgOcTgCAZtEi6M88My/f0+Xrwm1rbkOUj2JJ+RLcuuDWjBYXOSxAhTrOYutyt9sNn88Hg8FAXec4jktSYYhEIgWJayQUdgf9Nz/gBLIkyUsrlyLMh6FXyi8DPZJkhMNhWs+8ceNGxOPxJFOTsdzTDkM6kAupy3WcI+vzI5EIJc3bt29HIBCA2WxOIs2ZKMHILTMrl+M/EaQ8Wl9++SVef/116PV6RCIRxGIxRCIRKBQKuN1unHnmmTj77LOnlDZe3hr3DiBRsxiKfZ+D8XZO7AN0VoS/+osxXzIeSSakmGSLQ6EQJcXTp0+HxWIpmJSTHEhyZPNm6D9aBQBgNBpY77gjLwuBO+zGTZ/ehMHoIGZaZ+LeY+6Fgsnu5kSqY5nPhZPIDJKL0uDgIFQqFaxWK2pqavJWLzhZKEpEMnAuZ9bv/9HCH8kuSZFufmq1WlRVVaGqqooeT0Kad+7cSTPRYlOTfMQm5Qu81OMD5BEjkP84NRoNKioqUFEx3HRNSrzcbje2bdtGd7NIaUY60iyX8SSYSlxwJJKODjkw69evx0MPPYS6ujoAw9nUeDyOgYEB+P1+zJ49m75+qiCdmUhOMskAokd+D9GjrgY0pkl/VjqMJMnRaDSpfCIYDMJoNMJqtaKlpWVUZq2QkPoCIMRi8Dz4EJgDY2m+6iooq6vy8l3/3PNP9AR6UKmvxGOLH4NOqcv4vVIfx1xC3DxKSigEQYDVakVJSQmmTZuWlTNcscZOMaLc4lDBeOPNMAxMJhNMJhPq6+upe5rL5aKatjqdLqmeORf1n1KHHK6zciF1hY5Tq9VSZ0tguKSRkOYtW7YgEolQSTpSbqRQKGRXkyy3eLNBSnWL733ve/je90bbKb/++ut4//33ccYZZwCYejXJ6Rr3cmLQoctBHSsfB+PvB5RaCHrbqKdJ/Lt374bP50MgEKDbzU1NTeA4TjIZKKlnkn1//CPiu3YN/9HUBONFF+btuy6bcRkECFhWvQw27ejjmgmkPJaTiS0ajSaRYvFFJVtFFamAdRwst5gISY7zcTA8AwUzuk9kKkHsntbc3EzluZxOJ63/NJvNSaYmE7kmSfncIZDDcZZDjMUm8zqdju6cAMPyiYQ0b9q0CdFolBLleDwumwxtscc1n8gojUgO1FlnnYVPP/0Ud999N/7yl78gHo/L2mlJjHw27uUK2n/fDNXWlxA54UeIHnMtNTwgmWK/3w9g+Hg1NDSA4zjJZlqk5A44ErGOTgw9/1sAgMCyUFx3LZg8zHOysLAMixUzV0zoM6Za414ikaBz2u12w+/30+7x6dOn0wtILlHosVM4RtQkZ4mvvvFVDEWH8Pcz/o4GS0MuQ5M0RspzRSIRWprR2tpKCQbRZzabzZLfVcgEciAgcolRanES+cTq6moqS+l2u7F37174/X68++67dE7bbDbJGvXIrYY6G4x55RdfPHieh9vtxp49e6YMMRZDpVLlr3HvAJTtb0D15f8gUXscosffmvX74/oyqAAMdW/DZuZz+Hw+6PV6cByHuro6cByHzz77jBp5SBlSuvkQQxAEeB56CDhQnx5avgzGxsacf8/rHa/ji/4vcOfCO6FRTK5uVkqLfjqkuzjxPA+fz0czxYODg9Qmtq6uDlarVbI3ehOFYpKZZDkiH+REo9HQrWxCMAhp3rNnDwCMqmdOFYMU1yExpB4fIB+SDEh3vWQYBgaDgWqKezweTJs2jWaaOzs7kUgkwHEcLc+YjAxrLiGXjPdEkJLtdnR04JVXXoFOp0M4HEYsFkMsFsNnn32GtrY2/PSnPwUwtcot0tUk55TMRQNQ9nyesU4yyaqRzJp9fwDzACgD+9M2JkmVfI6EVOMM/t//Ibp+PQBAUVmJ4Nlnw5DjODc4N+Cx9Y8hLsSxwLEA5zSeM+nPlOJYAqMvSGKnRkKMGYaBzWZDWVkZZs6cCZ0u85psOYIxGMBotRDCYSRcrmKHMyUgJhi1tbXUQdHpdKKvrw/btm2DRqNJIs3itVOqxIlA6vFJdf0Rg8QoBzJHMrNGoxFGo5HOaXGjckdHB3iep2owNpstq92TXMcr9Tk6UaRs3Nu8eTNuvvlm2O12CIIAhUIBvV6P6dOn49FHH8U555wDQPonbjYYSwIuVwtAonIhAEDRtxFIRAFFcoaMSFgRUjw0NAS1Wk11XcsMxwF7/wAzfFAekJwZCamSz5GQ4tzh/X4Miq2nb78d/VptTsezN9CLOz+7E3EhjmVVy/D1hq9P+jOlOJYj0dvbS+d1LBajdcUNDQ0wGo1F+Q3FGjeGYcA6HEh0dx8ymeRCg2EYWCwWWCwWNDU1IZFIwOPxwOVyUec0o9EIu91O5U6lCjkQELnECMhjvUxVviBubK2rq6PulkR3fNeBHhoxaS6UhOJYmWQ5jPdYSNm4d9ZZZ41ZYjAVU+ukJnnkyZ7L2lnB2ghBy4EJe8H2b0G87IgkUiyWsKqoqMCsWbOg1WppPCw7rDbC+PvSfkcuSX0+IUUyP/Sb34B3uwEA2qUnQXvcYjCbNuXs8wOxAG5bcxu8US+mc9Nx18K7craASGksSa08WbwBYN++fbDZbHnX35YLFA47Et3dEHw+COEwGAlaNU8lKBQKOBwOOA6UuhATCJfLhb179yISiWDt2rU0yyyl2k8pndvpcJgk5xaZjKfY3bK+vp7unpB5vWPHDtr8Ssoz8pWQOGTULcQgdyl9fX3o7+8HwzAoKSlBbW0ttFNwQVer1XnVSQYAXhAQLpkH3d5V6Pv8n9hqHoRSqQTHcSgrK8OMGTOg0+nSTjbBNKy9yAadKTPRJF6pNsSJITWSHNu5C/7//dvwHxoNuB8etJ7ORZy8wOPeL+7FrqFdsGvseOTYR6BV5uY8KvbixPM8XZzJDohOp4PVakVdXR3a2tqwcOFCyZCOkSjGPFQ4RFrJTlfe5AWlAimd60CyCURJSQm2b9+OyspKuFwudHZ2gud5SizySS4yRbHP8Uwg9RjlRJInQjrFuyfEEp6sywMDA5Q0k3lts9lgMBgmPR6kIVKq6/tkkZYk79y5E7fffjv+/e9/0wNWUVGBK6+8Ej/4wQ+mHFFOZyYymcY90pREDDy8Xi+mCRWYDqAkvAdHL7s1K11XQWeDoFCDSUTB+PdDsNSMeo3UyGc6SClOQRDgffxxIJEAAJgvuwzKA7qWuYrzN1t/g497P4aaVePhxQ+jVF866c8kKPRYCoKAQCBASbHX66WLb0VFBWbPnk3XB1LnL5VjLRUkNe+5nFOeJAPSJSekpLCmpgY1NTU0QeRyueB0OtHe3g6VSpVUz1zI658csrRyyCTKiSTngnSyLAuO48BxHBobG6nuuNvtRl9fH9ra2ujONSHN2fARcayAPMZ1IkhJkru7u7FixQqEQiG8/vrraG5uRjQaxcsvv4ynn34aoVAIK1eunFJlF7lw3COLKymf8Hq9YBiGSrg0NzfD7FIB//hfGL1tYAyG7IJkGMSOuBSCQp0yi5xtvMWElOIMvfMuIl9+CQBQVFXB9J1L6XO5ivOYsmPwzz3/xA3zbsBs2+xJf95I5HssiXMUabjjeR4cx1EN7nQZiam6cE4W7CQMRRaXLUaID2VlOnMYmUO8jU0ycl6vFy6XC11dXWhtbYVer08yNZGK/nwxIfVzXU5kLh83RmLd8aampqR5Tcx61Go1ndOENGcSK/n8VI/LHWlJcltbGzZu3EidYgDgtttug06nwzPPPIOVK1cikUhMGZI8kXIL0m0qJsXEAcxqtaKxsXHUNh2vmgfeWAa+ZFbakomxEDn53jGflxL5HAtSiZMPhzH49NP0b+6mm8CM6HrPRZwLHAvwv6f+L0zq3Dsu5mPRj8ViVH/b7XYjHA7DbDbDarVi7ty5WUsPSeFYj0QxL5ZJmeQstZJXHrPyMCnLIcabm2SXxGazoaWlBbFYjNZ9tre3IxgMjjI1yeV1UQ6ZZLnECMiDJBciASme18BBNS23243u7m5s2bKFynES4pxKeUhO4zoRpCTJWq0WVqs15YDodDo0NTUBwJRaqNORZHG5BdlmJoSY2OKSLY36+vrxu0k1JgSu+jJfP+Nw416W8P/lL0j09wMAtMcdB92JJ+TsswOxAFxhF2pNtQCQF4JMMNmxJMoqhBT7fD7q1lhsC/OpCHFNMn9Y4aLoyOYCr1KpUFZWhrKyMgDDuyxEn3nTpk2IxWJJ9cyTVRiQwjo5HuRCkqUeI0ExYlUoFHTOtrS00AZs8Q6KVqtNyjRrtVrKj1KRermM91hIedWrra3FCSecgJ/85Cd46KGHEAqFoFAosHHjRrzwwgu44IILsG/fPgwNDUGj0aAxD2YLhQYptxBPTkEQEIlEEI1G0draCo/Hg0QiAYvFAqvVWhxbXGJNDQGCeXQdo1TI53iQQpwJpxO+3/9h+A+FApYf3DDqNRONUxAEPPjlg1jXvw73Hn0vjq84frLhpsVEFiJSGkRIsVhZJZ0Gd6FiKzSK07g38XILOaLY53o+odVqqdUwSaQ4nU64XC7s3LkTLMuOMjXJFlI/j+RwfOVGkou9S69UKpMUYYjBiVhGUa/Xw2KxABjuP0mVWJXLmKdDSpIsCAL27NmDNWvW4KWXXsKcOXMwODiIjRs3wmaz4f3338fLL7+MSCSCuro6vPDCC4WOO+cghGDjxo348MMPoVarccQRRyAWi1Gh+urq6tw53AgCEBkCtJas3qZa/3toP1yJ2LSzED7rl6OeP6xukTmGnvsVhFAIAGA45xyoUtzsTTTOF3e+iA97PoSSUcKiye4YTwTjxSgIAkKhUJKJBwBwHIeSkhJMmzZtQk0buYrvUMPIxr1scNYbZ2EwOogXT38R9eb6HEeWP0j1YpnLuckwDDWAqK+vp81S4rpPnU4Hm80Gh8MBm802rqOkHMjd4RhzCynGOtIWnpTk7d+/HwDw0UcfwWg00iwzx3E5SbQUGylJMsMwsFqt+O53v0sPlEqlwrJly8AwDOLxOHQ6HXieR2lp7rr0i4E9e/bggw8+wP/93/8BAJYtW4bZs2fjggsuwOzZs8HzPLZv346GhoacfSc7sA26f1wMKDUIXPFZVu8VTMMmIum0kqVAPjNBseOM7tiBwOuvD8diMMB85RUpXzeRODe5NuGXrcM3MD+Y9wPMsc2ZXLDjIN1iGo1Gk0hxJBKhJh6F2gWR2kIvRlElvcxmQK0GotGsa5JjfAwxPiaL81wuyNdcEDdLNTc3J2Xjdu3ahQ0bNoyqZx6pIS6H4yxFUjcScoiRQA5qISqVCqWlpTAYDOjp6cHJJ59M5/bOnTvh9/tx9NFHJ/W1yREpSbLNZsNLL71U6FgKhj179uC+++7DBx98gH379uGYY47B4sWLAQxnkmtqDkqrkWa8XII3VYANDgz/EfEBmsxrVXnjAa1kf2/K54tNPjNFMeMUBAGDTz0NHMi4m1d8F4oDzQsjke1CNRQdwj3r7kFCSODUmlNxXuN5k453PJCxFDdeeDwe+P1+emc/ffp0cBx3yJt4SAUMw0BhtyPR25vTmmSpnvtSjQsobGwjs3GRSITWM7e2tiIajVI1JIfDAbPZDEDaN5sEUo9RTiRZCuUWmYLEqlark2r1Q6HQlOhbG/MoEJFo8h/P8yn/Gw+rVq3CWWedhcrKSjAMg1dffXXU99x9992oqKiATqfD8uXLsWPHjqTXuN1uXHLJJTCbzeA4Dpdffjn8fn/SazZt2oQTTjgBWq0WNTU1ePTRR1PGo9VqUVZWhl/96lfweDz45JNPcO+9w6oRI7e+JqOTnBZaDrxxOCPMutqzeqtwgCQz/v2AMDquw4174yOy5jNE1q0DACgqK2D81rfSvjZbCcCHvnwI+0P7UWOswa3zb83roky2cuPxONrb27Fq1Sps374diUQCdXV1WLJkCY455hg0NzfDbrcXlSDLYU4WGqTkgh8chDCiaXgy80YuREBKKNaYaTQaVFZWYu7cuTjppJNw/PHHo7y8HENDQ/j888/x3nvvobe3F36/H4FAQLLnkRwIqBxiJJBTrOmy3hqNZko0e4/5C0b+8IketEAggCOOOAIrVqzAeeeNzqw9+uij+PnPf44//OEPaGhowE9+8hOcdtpp2Lp1KxVtv+SSS9Db24t33nkHsVgM3/3ud3HllVfiL3/5CwBgaGgIp556KpYvX47nnnsOmzdvxooVK8BxHK688sqk76uoqMDDDz+c9BghxyMVLvJF5njHdLD+PiicbeArF2b8PsFQAgEMGD4GJuiCYChJev5wJnlsCDyPwV/8gv5tufa6JMm3lO/JMM53ut/Bqt5VULEq3Hf0fTCostTBHgeCICAYDNJMscfjoeNIpNlSNU4UE3JY6It1viTXJbugLC8vShyFglTnglTWS9L7YjAYUFtbS22G29raEAwG8cknn1AdW/KfVGo+5UDq5FDCQCCnWOWU9Z4ICkLzzzjjDJxxxhkpnxMEAU899RR+/OMf4+tf/zoA4I9//CPKysrw6quv4sILL8S2bdvw1ltv4fPPP8dRRx0FAHjmmWdw5pln4vHHH0dlZSVeeOEFRKNR/Pa3v4Varcbs2bOxYcMGPPHEE6NIciooFAqwLEsdwgjylZnl7TOAjo/AOrdn90aFCoKhFExgPxh/32GSnCVC772HWPtw9l41YwZ0y5eN+fps4jy56mS0e9tRpi/DdOv0SccKDG/Hik084vE4NfFoaGiA0WjEZ599BrvdLjmCLIYc5mShwSZpJQ9MeZIsZUiRkBCbYY7jYDKZMH369FHqAkajMcnUpFiZOzmc33Ig8gRyilVOhH4iKHoufM+ePejr68Py5cvpYxaLBYsWLcKaNWtw4YUXYs2aNeA4jhJkAFi+fDlYlsXatWtx7rnnYs2aNTjxxBOTyiVOO+00PPLII/B4PLBarePGolarEY/Hkx7Ll1pEwjFMolhXliQZgGAsBwL7wfh6gbK5Sc8dVrdIDyEex9Bzv6J/W75/DZhx7oCziVPFqnDd3OsmFSPRpiTEOBAIUBOP2bNnw2w2jyqbkPKNkZQXz2LHJpaBO6yVXDxI9dwhIIRJoVAkSXJFo1FqatLW1oZQKETrme12OywWS8EyfHIgdXLKeE6VWKU+JzJB0UlyX9+wSgMp9iYoKyujz/X19Y1S0VAqlbDZbEmvGalAQT6zr68vI5KsUqlGZZLzVm5RMgMAwA60Zf3e2MxzEK89DoKlZtRzUiZMYhQjzuAbbyDe1QUAUC9YAM2xx477nkzi/LTvUxxTegyUbPanE6krFpt46HQ66tjIcdy4zQ9TYSE6FCE2FEk4XRm/b75jPkKJELRKbT7CygukviZJ+RxKN3ZqtRrl5eUoP7ADEQwGaRNgZ2cneJ5PMjUZ6f6a6xilPIaAPGIkkFOsh2wm+Z///CdCoRCi0Sii0Shisdio/0ciETz00EOFjDdvYBiGGoqIQe6Qcj1peVsL4jXHgXdMz9qeOrYwtVwZIC+SDBRuMRAiEQz95n/o35Zrv5/x9441np/t/wy3fHoLZltn4xcn/gLqcY4jMRsQ1xUrlUpYrVZUVVXBarXSOvxsIPVjLuX4JFGTnEUm+eHFD0+JrvHDyByZrFV6vR56vR41NTXULMjlcsHpdGLHjh1QKpW0LMPhcExonUkHOZA6OcRIICfiKaes90SQliSfe+65UKvV0Gq1UCqVUCgUUCqVUCqVUKlUUKlUYFkWDzzwwKQGiNwF79+/HxUVFfTx/fv3Y/78+fQ1/Qesgwni8Tjcbjd9f3l5ORW1Fn+G+DvGQ7pMMjA8aXOqDqDSIfTNv+Xu8w7gMElODf/LryBxYD5olxwPzRFHZPS+scZzKDqEh74cvkmcZZuVliATEw+SLeZ5HhzHwWazoampCQaDYcqqGUg5tmKDFbvupTAUkcN5nA2kOhekPs4TISEMw8BsNsNsNqOhoQE8z1OL4b1792LLli3Q6/VJ9cyTvfGS6vElkBNJlhPxlBOhnwjSkmSVSoXVq1fj6KOPzmsADQ0NKC8vx3vvvUdJ8dDQENauXYtrrrkGALB48WJ4vV58+eWXWLhwWAni/fffB8/zWLRoEX3NXXfdhVgsRk/2d955B9OnT8+o1AJAykyymMxJBnwcjH8/mFgAvH1a0lNykoADCjOufDAI3+9+R/82X31Nxu8diyT/bMPP4Aw7UWusxTWzD34mcSIipDgcDtO64rlz5+bOtVEEqR9zqcdXDIi1uXmXu4iRHMZUvsgDw9cF4oTW0tKCWCxG65nb29sRDAZHmZpks0bJgYDKIUYCucUqF0I/EYxZRBkMBgGMvsCJ/85kcPx+P3bu3En/3rNnDzZs2ECdv2688UY88MADaGlpoRJwlZWVOOeccwAAM2fOxOmnn44rrrgCzz33HGKxGK677jpceOGF1M3l4osvxr333ovLL78ct99+O1pbW/H000/jySefzGwkkJokk9+Xt2a4iA9MyA2Bq8v4LYrutdD//VtI2JoR/O6HSc/JqXEPKAx5Crz0EvgDNsy6r3wF6unTxnnHQaRbqN7rfg/vdL8DBaPAXUfeheBQEPs8+2hdscFgoBckjuPy2nUu9cVUqvEVOy6W4wCGAQQBCXfmJPmCty7AUHQIv/vK72RjSy3lmyQpxwbkhzCpVKok44dwOEzrmTdt2oRYLJZUz2wymcaMQQ6kTg4xEsgpO5suVqmfV5li1JVb3EmbSCQATF4v+YsvvsDJJ59M/77pppsAAJdddhl+//vf47bbbkMgEMCVV14Jr9eLJUuW4K233kqqmXrhhRdw3XXXYdmyZWBZFueffz5+/vOf0+ctFgvefvttXHvttVi4cCEcDgfuvvvujOTfyG8qdCZZsfNt6P+5AomKBQhe/HrG76Oue77RrntyLLfIJ/hwGL4/v0C+FOYrvpf1Z4yMcSA0gEfXDxvVnGo5Fa5WF4ZUQ7BaraipqYHVai24fqnUj7nU4ysGGKUSLMeB93jAZ0GS/TE/fDGf7MZUyhd9KcdWiOOs1WpRVVWFqqoq2jfhdDqpxTDLskn6zHq9vuAxThZyIslyi/WQzCTzPI9wOJyTL1m6dOmYJxHDMLjvvvtw3333pX2NzWajxiHpMG/ePKxevXrCcY5Vk5yPRUCwDqtxsM7tw+55TGYTTTAN11gzscAoW2u5ZJIJ8r24Bl55lRIQ3bJToBqhgDIeyHgGg0FaPvFM5zPwxXyo1dTi0uZLUWIvgV6vL9qiJpcbI6mimGPH2mzgPR4k3G5ZXRgPo7Ao5LxgGAZGoxFGoxH19fVUgcflcqGnp4eafBHrbJvNJou5K4cYCeREPMfKestlvMdC2kxyVVUVNScg9tNTwWJwLKhUqpQ6yfkinry1AYJCAyYWBOPtpKR5/ED1EDQWMJFBsP5e8CNIshwIUyEyyUI0Ct+f/kT/Nq1YkfF7o9EoPB4PBgYG4Pf74XQ6YbFYYLPZcP2R1+OXO36Jm+ffjHpLfR4izw5SX4ikHl8xobDZEN+1C4hGIQQCYIzGYod0yEHq5KnY8bEsC6vVCqvViubmZsTjcWpqsmvXLmzYsAEA0NnZiYqKClit1tw2uecIxR7HbCCncgs5EfqJYBTrJT92165d4Hken376KT755BOoVCpUVVXhqKOOGqVHPFWgVqtHZZKBPBJPVgneMQOK/RuhGNiKeKYkGQBvKociMjhsKCJq3jvcuHcQgddfBz8wAADQnnQi1C0taV+bSCSSTDz8fj+MRiNUKhVMJhPmz5+ftPA/W/ls3uKeCKR+zKUYnxQuQqyoeS/hcoFNQ5J5nqfkhJTBDQ4OImFMSJKQyAlSnJtiSC0+pVKJkpISlJQM63xHIhF8+OGHiMfjaG1tRSQSgdVqTTI1kcK5JieSLKdYeZ4/tEiyGFdffTX+/Oc/w2g00kzazJkz8fTTT+dd9aIYSFWTDAwTz3yVMCRKZg6T5N71iE/7asbvE4zlgHM7GH9f0uNyyiTnM1YhHofvD3+kf5svvzzpeZ7n4fP5KCkeHByERqOBzWZDXV0drFYr1Go1uru74Xa7oVAo0BvoRYWhYuRXFR1SP+ZyWeyLAYVdpHDhdgN1Bxt4eZ6nKikejwdDQ0NJfRpbt22Fs91JdW8dIt1lqUHK8xOQ/hyVcnwajQYMw2DatGnQ6/VJpiYdHR0QBGFUPXMxfs/h7Gx+ICdCPxGkLbf47//+b7z//vt45ZVXcNppp6GmpgaffvopfvOb3+DWW2/Fiy++mKRrPBVQ8EwygET9SUDrX6Fs/xciJ96ZcV1yuuY9OdUk53Ncg2++iUTv8NhojzsOqhkzRpl4kG3EsrIyzJw5k5YXjYQgCPi8/3Pc9MlNuLD5Qnx/TuZGJIcxDCmTpGLXJBPEnS7woRBcLhcikQhaW1sBABzHobS0FLNmzYJerwf7OgskgKOPOho22OByubBv3z5s3boVLMtCr9dj//79sNvtUCgUkpmrUolDbpADCSExMgwDg8EAg8GA2tpaCIKAoaEhuFwu7N+/H21tbVCr1UmkuZBNzlIfRwI5HHOCdDcfZD7IHWlJ8gsvvIBrr70Wp512GqLRKBKJBHp7e3HfffehpqYGvb29qKiokNXBHA+papKB/JK5eONyCGoj2KFuKPZ9gUT1MRm9L9F4CiI6GxJVyRl9qWcVRyIvDZGJBHx/+AP927XsFLR98gni8Tg4joPVakVDQ0NGNq0MwyCSiOCx9Y8hISQQSUQkN9/ldswPQwSOo//cs349+hUsjEYjbDYbYrEYfD4ffD4f1Go11Go1VCoVZllnwR/zg4/yGAwNYnBwkL7GYDBApVJh27ZtiEaj4DgOdrsdJSUlMBqNsslOFRJSP3ekHh+QPkaGYWCxWGCxWNDY2IhEIkHrmTs6OrBp0yYYjcYkU5N89T7JKZMsp1jllPWeCNLORpfLRTUUWZalbnvA8KCkyrjKHanULYD8lltApUNk8Q8haDkkSmZm/LZ4y5lAy5mjHpcTYcp1rKRmc+idd6Dp2gsAiEybBuXs2Zhts8FsNmddv8kwDP7t/Tf2BfbBoXXgqtlX5SzeQwVSXuwLHVsikaDb0R6PB7HeXlQeeM7KMJi2ZAk0Gk2SPjtRFujq6sKWLVtwrupc8AyPjk0dVMt22rRpSc6NPM8jFApRGa/du3dDoVBQRQKHwwG1Wl2w3y/1NUnKcxSQdnzk2GYSo0KhSCoNikaj1NSkra0NoVCI3tiReuZcETA5JfTkFKucCP1EkJYk19TUYN++fVTVgmVZdHV1YdWqVWhqaqJF+1NpcNLVJOebeMaOyh3xOpRIMiEQRJrN5/NBp9Oh4l9v0NdUfv/70DU1Tfg79kf24x3vOwCAG+fdCIPKMOHPyhfkcMylHl++wPM8dWAkpT7RaBQWi2VYMeCYY+B//rcAAEMsllTyQ7aq3W433G43/H4/9Ho9dDodBEGAz+eD1+sFwzBgWZaWWgDDN/Zk27uuro42prpcLuzZswebN2+GyWSCw+GgDmuHGwClCakTpmxI8kio1WqUl5ejvHxY1jQYDMLtdsPpdKKrqwuJRCLJ1CST3b+x4pTyOIohp+xsulinypo/iiSTSXTKKadg586d2L9/PyoqKlBWVoY77rgDgUAAjz/+OJomQTykCrVanbZxT3IHXODB+HrBBPaDrziSPizJWNMgW3InCAL8fj8lHF6vF0qlElarFVVVVbBarWC2t2Ngxw4AgLKpCdrjFk8qxj93/hlxxHF06dE4uerk8d9QBEh94Zd6fLlGIpHA4OAgnaNDQ0PQ6XSw2WyYNm0arRVmWRbxgQH4yfsOWJiTpieXywUAsNvtqKqqwrx585Ia98j54HK50N/fj+3bt1P92pFb1ySLbLfbIQgCIpEI/Y7u7m7wPJ/UAJiP5iqpzgM5kScpIxdjqNfrodfrUV1dTW8EXS4XnE4nduzYAaVSmUSa0/WRpIJciKcgCLKak4dcJpn82Kuuugqtra20qP7b3/42PB4PrrrqKlqGMdUwViY5381wTNAN5dZ/gIkMInr8reO/ITwI428WAQB8P9gJKIcvnlOtcS8UCiVl4Xiep9txzc3NSVvMAOD885/pv02XXDKpk3ejcyPWuNeAAYMb5t4g6YVALjdGUsRkx44YL5ESCq/XC0EQYLVaUV5ejjlz5kCn06W+QJvN9J+DnZ3Y9PHHMJvNsNvtqKurg9lsHjXvzv+/8xGJR/CbU36DClMFTCYT6uvrkUgk6Nb1jh07EAqFYLFYaLaYWAszDJPksEaUXlwuF3p7e9HW1pZkFmG326FUKiU9/6cypE6YJpNJHgsMw8BsNsNsNqOhoQE8z9PdkO7ubmzZsgV6vT7pplClUo0Zp5THkSBf45kvCIIwpXeh0pZbOBwOLF26lP59/fXXAwC8Xi/eeustzJ8/n26RTBWkyyQXYjubGdoL7Uf3QVBqET36GkA9jqmAloOg1ICJR8D490Pg6goWa66QKlayNU2IcTgchtlshs1mQ3V1Ncxmc9psQKyrC+GPPgIAsCUl0J9+2qTi2x/aD71Cj/m6+WiySHfnRA7HXOrxZQtxCYXX60UwGITJZILNZkNNTQ04jkvZgEQsf0kW1+PxoMFggCIQgCYUwkknnTTmhR4YtkWPJCIQkDymCoUiSb82dEApg5RYjLQWJgkQlmVpc1VDQ0OSWcT27dsRDocp2XY4HGOeg3KE1MmTHOID8k/qWJaFzWaDzWZDS0sLPQedTifa29sRCARgsVjo/LZarUnzVOrjSEDGUy7nGM/z465ZckZGbaTBYBB9fX348MMP8c477+Dll1/GK6+8gjPPPHNKCUkXpXHvAPiyeeCtjWA9u6Hc8Rbisy8Y+w0MA8FYDsbbCdbfi4RMSTLJfpFMsc/ng8FgoAthOrKRCv6//i9w4Lcbv/VNMJM8cU+tORUNbAO693ZP6nPyDakv/FKOL9PYEokElRB0u90YGhqCSqWC1WpFfX097HY71Gp1yrUwFovRDK/L5UI0GqVmC9OmTcNQWRliu3cDg97M5vqB05vB2LHrdDpUV1ejuro6qQFw79692LJlC0wmEyUUHMeBZVkwDAOVSoXS0lKUlpZCEATaAOh2u5PINiHNRCd3zJBlsiYdRvYoVuZTPE8BJJUqbdq0CbFYDFarle6GyKUsQG6Z5ENOAo4gHo8jEong888/x8svv4w33ngDfr8fp59+Ot5++20cd9xxAORzt5MJiiEBJ/oSxGaeB82nj0O17eXxSTKGtZJZb+ew6x79GGmT8h4m4QAAzmtJREFUZFJn5na7EY1GsWnTJqjVapqBs1qtE9LN5H0+BP/1LwAAo9PBeO65OYmXU3PwKrw5+ax8QsrHHJB+fCPB8zy1Jic3cPF4nGaqpk2bBqPRmHKbURAESkhdLheGhobotvCsWbPAcVzS+/w2G7B7N4RwBEIwCMYwdnMoj+EbdjZDTXVgtLVwNBql8W3evBmJRCKJUJAGQIZhoNfrUVtbi9raWlpv7XK50NnZidbWVirh5XA4YLPZ0m69SvWCKfW5KfUMqFTGT1xCNHLHZufOnRAEAVqtFnv37k2a41IDSchJ+ZiLIfX5OVmk1Ul+6aWXcPfdd6OnpwcnnHACHnjgAXzjG9/Im4ahFKBWqzE0NDTq8UIRz9iMr0Pz6eNQdH0ChAcBrWXM1wvG4XIXseue1Br3SCZKbOIBgHbTNzU1oaKiYtInWeD1f0EIhQAA+q9+Fayo1jNbvN7xOhxaBxaXL6a/QcqQ+gIl9fjI8Y3H40kNdz6fD3q9HjabDTNmzBiz5jGbhruRUNjt9N8JlxvsOCQ5F/NRrVajoqKCat1n0wBItrzFZNvtdqO1tRWxWIw2VpWUlAybn8ggkSLlOSr19UeKmU+GYWA0GmE0GlFXVwee57Fp0yaEQiH09PRg69atSXOc7ARJAXIrt5BLQ+REkZYkv/fee9ixYweefPJJXHbZZTAYDFOaIAPpM8mFKLcAAMHagIStBQr3Dig7VyE+/awxX8+bRrvuSSGTTLQvSRaOSF4Ry2diarB27dqcaLUKgoDAyy/Tv43f/MaEP8sZcuKpjU8hlAjh50t+jnq2vujjmQnkEKPUwPM8BEFAb28vAoEAlVOzWq2orKyEw+GAVqtNeQEgkmpEhzgYDI7bcJcOCpHrXsLtgqq2ZszXk1rkbDLJY4FhGJhMpjEbAMXateIGQI1Gg8rKSlRWVoLn+SSyvWPHDuquBhwcbymRKUAe547UxkwMKZLkkWBZFhqNBlqtFjNmzEiqu9+9ezc2btxIz99iSyLKYTzFSFVuQRQ6pgLSqlusWLECgUAA9913Hx555BGcfPLJ+OpXv4oFCxagoqICnMgpaqqgGLbUI5FoPGWYJO9+d1ySLBywphZnkotBksUZOI/HA7/fD5PJBKvVihkzZozaXs51rJEvv0S8sxMAoFm4EKqGhgl/1q+3/hqhRAizbbOxsGQh3G635E92KdwYjQcpxMfzfFINPFGh2Lt3L7XRra6uTpn1TdVwRwhgU1PTuJ31Y0FhP0iSeZd73NfTi+g4NckTRaoGQHIzsGfPHppNTtUASNQI6uvr4ff70d3dDafTiXA4DAD47LPPaGkGqYOWAqRMSKR4YyGGXEidOOOpVCqT5ngkEqE3hq2trYhEIrRvwG63F7RZVY7lFlI5j/OBtCT52GOPxbHHHotEIoE333wTf/jDH3DjjTeC4zgsWLAAN910ExYtWiT5EzgbSEEnOd64HKoNfwAyyBIlKo9E5Ojvgy+fRx8rhAQckYwipHhwcBAajQY2mw319fXgOC6jratckbvASy/RfxvOO2/Cn9PubccbncNGJD+Y94Mp03hQbBRzDBOJBM1uejweDA0NQaPRwGq1oqmpCRzH0Ya8/v5+dHR0UCUHi8WS5Ag2suFupPzgRKGwicstnOO+vplrBi/wULKF2dnT6XSoqalBTU3NmA2AVqsVgiDQ8QoGg+A4DtXV1VRGjjzX1dUFAEkNgFqt9vD5lgJSuMEcC3Iiyeli1Gg0SeVHxBWT2GcLgpB0Y5ircz/bOKWIqSTekApjrrI8z0OhUOCss87CWWcNZzVfe+01PPLII9i8efOUI8lKpbJoOskEiapj4P/+ZkA1vkg6Xz4f0fL5SY/lI6tIFg1xXTFpBCorK8PMmTOzEnXPZawJpxOhDz4EALA2G3QnL53Q5wiCgGc2PwMBApZXL8cc25yk56SMw5nkg+B5nmaFyFzleR4WiwUlJSWYMWMGLfch0Ol0cDgcaGlpwcDAAPbt24eOjg7E43HauFZeXo6ampoxa4snClaUSU5kkEn+01f+lPMYMsXIBsDBwUHs3bsXvb296OjoADBMOBwOB+bMmQPziN4AYhQhJtvd3d3YunUrbW4UNwAW4toih2vY4fgmj0yPM8Mw1K2ytraWOl+Ka/bJLtLI3ZRcxSkn0ikX1ZCJYkySTA6Uz+dDOByGRqPB2WefjbPPPnvUa6YC1Gp18dQtCFgFwGZPOOnbc5T1FhMNt9uNeDwOjuNgtVrR0NAwKXtQglyMa+C114BEAgBg+PrZE5Z9W927Gl8OfAk1q8Y1c67JaYz5xlReoDJBPB6H1+ul8zUQCMBoNMJqtWL27NmwWq1p+ynEDXektIZkiq1WK33e6XSis7OT1i0SveCcZJLFjXvu8UlyMSGuVyZlFFarFbW1tdTNjzy/bt26tA2AYrItCEKSTN7WrVsRjUbBcRwcDgdKSkpgMBim1LUmG0idxEs9PoKJxskwDNURb2xsTOpH6OjowKZNm6jCy8h5Xsg4i4V0pH6q7MSOeSTj8Tjeeust/OMf/8Dg4CDsdjtOOukknH766bSWZyohXU1yoRr3RoLx91EFi7SvGdoH1teDROlsQKWfMKkjjQyEFIdCIVpXPHv2bFgslpxfpCZLQIVEAoFXXiUfBsM550zoc2J8DM9sfgYAcGHzhajQV+QsxkJByjHmegx5nqfboaTch5Cumpoaqt2bbcNdbW0tLBZL0sJO1C1aWlqSCHVXVxcYhklypZtod3wySXZN6DPyBbKLRMaL1GI7HA5Mnz495Q0IqUnOpgFQrVajvLwc5eXl9PiS79y5cydUKhVsNhtKSkroWOfqAix1UiLlcxuQ/vgR5CpOscU7gKSSrLa2Nup0SdaGbK+dcsvMyi3ebDEmSX7wwQfx4IMPYunSpejs7EQwGMTnn3+O9957D8888wxMJlOh4iwIxrKlLuhClYhC/8JXoRjYBv9VX4xJlPUvfh2svw+Bi18HX7Eg41jJdichxT6fDzqdLqlWM98uOpMd1/CnnyLRN9y0qD3+OCgrKyf0OUpGievnXo8Xd7yIS6dfmtMYCwE5xDgZ8Dw/yuEuEolQJ8aGhgZYLJa0msW5argbaeU8NDREM8ytra2jssyZXhjF6hbjNe7F+Ti+9e9vgQGD3y//PYyqcZw5J4B4PJ6ULSa12IQY6/X6jC6Kk2kAJPJdhGyLlQg2bdqUNNbpGoOnEqRMQuSy9uSLzIlv8IBkp8v169cjkUgkzfPxdmHlVm4ht3izRVoJOOKs9/zzz+PSSy/FddddB4PBgIcffhhLly7Fc889h1tvvRWJRGLKLFDpSHLBtYcVaoA5oEu691PEZ6ZvRhNMFYC/D6y/DzzS108TLVQx0VAqlbBaraiqqoLVas1LveVYmCy5E8u+Zduw1+5tx7r+dfj2tG+DYRicWHkiTqw8MWWMUofUY5xIfIlEAkNDQ0lOjFqtFlarFS0tLXRLcyIOd7loumFZFhzHgeM4qhdMCOCGDRto2QbJMo9Vs8ioVGDNZvBDQ+NmkgUI6PYPO0Dmak0iNxLibLFOp4PdbsfMmTNzJoeVaQOg2AEQGCbbpLlPEAREIhF6bDds2ACe5+n7SkpKoNPpsjq+Uid5Us/USj0+gkLFKXa6JNddp9MJp9OJHTt2JGWi7Xb7qH4euYwngdzizRZpM8lbt26FzWbDRRddBGD4QtfZ2QmGYbBgwQKsX78egPQXmGyQTt2C2CcXEona46Do3wxF19gkmTeWQwFQ1z0x8QyFQkmOYTzP0+3O5ubmvHboZoLJkOR4Tw/Cn3wKAFCUl0N7wAFyLAiCgA2uDfjz9j9jzf41AIBjy45Fs6U5LzEWElKPcbz4eJ5HOBxOargTBAEcx6GsrAyzZ89Oa0xBGmsIyRvP4S4fUKvVVC9YHA9pShO70qXafmVttmGSPE4mWTyOkzl3xTcSTqeTmoCUlpZi5syZeXcjm4wDYKqMvsvlQm9vL9ra2ijBJw2ASqVy3LGayhf5fEMuJKkYcYo1yBsaGsDzPLxeL21Y3bJlC20cJvXMcitfOGTVLUhGktSbaTQaui05ODhI737kdDDHw1gkueDawzXHQf3Fr6Dc+ykiY7xOrJVMLnyCIGDNmjUIh8N0S7q6urqgWo+ZYDJzJ/DKq8CBY2I49xwwY5AgQRCwrn8dftf2O2xybQIAsGBxSvUp0CjG70qWOgGV+jmYLj5SB0+IcTAYpHXw1dXV4Dgu64a7TBzu8g1xo09TU1MSAdy0aRN4nqfbr0T6TGG3I97RASEUAh8KgU2jFkMsqYHsdJJHZrQGBwfpjcTs2bOLXrIwUQdAcUa/sbExqVSkra0N4XCYNgCm07uV+vktBxIq9fgAaZQFsCxLHStbWlqS5uuOHTvg9/thMBgQi8XgcrmKfl5mArmR+myRliSXlZVBEAR0dXWhtrYWSqUSPT09eOmll7Bx40bcc889AKaWusVY5RaFbtxLVC+CwLBgB7vSNvAlEgkEWDPUANydW7EuvppmXFpaWsYkGVLARG8+hHAYgVdeGf5DoYBBpLYyEj2BHtzz+T3Y4t4CAFCxKpxZeyYumXYJqo3VeYux0JB6jIIgIJFIjGq4IyU/dXV1cDgcUKvVYzbcEbIZCATGbLiTEkYSQJ/PB6fTSTOfBoMBZSoVyKUw4XKBrU49N7PJJJMLLckWk9rIiooKzJkzZ0KyjYXASAdAsTvaeA2AKpUKZWVl9Pol1rvdvXs3rYMmDYCkDEaqcweQx7kt5fEjkGKcSqUSpaWlKC0tBTB889/R0YHu7m5s2rQJsVhslKmJ1H6DFG4+8om0ZiJz5sxBTU0NVq9ejUsuuQS1tbV49NFH0d7ejh/84Af4+te/jkQiMaUGR6VSFd1xj0JtBO+YAcXAVih6vkR82lfpBVZs4lHnjcEKwMIGcfzxx4NhGHz88cew2WySPzYTGVc+FMLgE0+CHxwEAOiWL4fC4Uj7ervWjr5AH9SsGuc2nouLWy5GiS5zZRapLUipINUYScNdPB5HR0cHtm/fjlgsBovFQmuLjUZjxg13KpUKdrsdjY2Nk3K4KyYYhqGudI2NjXT3Z8hkoiS57bPPwC1aBIfDMbpeEQfPFxajM6Kk9MDpdGJoaAgGgwEOhwNz586VlMNdNhjpjpauAXCkyshIvVvxjVZHRwc2b94Mo9EIQRBgNBol3V8j1XMckCb5TAU5xKnVamGz2eByuXDcccclrYG7d++mijrkv3yXRWWCsTLJUh/vTJA2zTh79mz87ne/oyTm7LPPxowZM7BkyRK6CEl1QZkoNBoN4vH4qJOp4I17B5CoOBKKga0Itq/C9kgtPB4PAMBqtaKkpATTp0+HcUAJ7PoFNFEPEhoNzYTLoU4oG5MWIR5H4LXXMfSb34B3HnQlM110If03L/BY3bMa73a/i5XHrISCUUCj0OC+Rfeh1lgLu9ae6qPHjVHqmRxAOtmmRCKRZFHu8/mgVCoxNDQElUqF8vJySmZG7nIUouFOaiCZT01LMwbfeQcAYOIF7N+/H9u3b0+qV7RareAF0fnCIKmUw+l0UmcwKZSd5AvpGgCJyshYDYDELU2v16O/vx9utxsMwyASieD999+nddAOh0My803q5E4qa894kPo4EhDSyTAMVXmpq6tLqr/v6enB1q1bk8qQJiNDORkccplkAuJcBQDBYBAGgwFHHnkkXC4XIpEIBEGgzTYmkwm1tbUFCzpfGCuTXKhyC6K56PF4oIhUwe44BT5tM0wmE+rq6ujWIoFga0LkmOsgWGpprIA8Fq5MCKggCAh/+CEGf/Es4p2dB59gWZivvhrq2bMhCALW9q/Fr7b8Ctu92wEAJ+07CcurlwMAFjgWTCpOqY9lIefnSPA8j1AoROes1+sFAHAch4qKCsydOxc6nQ6CIFB94p07d2Lz5s3gOA5G47CE2dDQUFEa7qQCBWel/3ao1ag/6ihar+h0OrFt2zZEo1FozVqUqcsgQMAXn3+BkG9Yz9zhcOCII47Ii565lJFJAyDHcTAYDJRQ+/1+mM1mOBwONDcPr63iXTpyg0KyeqQ0I5MGwHxA6uuPXMin3OMU1983NTUllSHt3r0bGzduTLpBJK6V+cYhW5O8detWXH/99bDb7YhGo0gkEkgkEhAEgRJkhmHg9Xpxwgkn4Iknnihk3HlBMRr3iFsYaWAKBAK0ecl23CWwWL4P+1hNaaYKRE+4IylWQPoLKzD+Vkx061Z4n3oK0fUbkh7XLl0Ky/evgaqhAZtdm/Hcluew3jmstqJX6vGNpm/g6JKjcxaj1MeykAsUz/NUt5YQ41AoBLPZTJ3X0pFbksUzGo3Yv38/JdWCINAsc3l5ec4kx+QE1srRfycO3GiQekXSBEjG7AbDDRAEAfFwHJWVlSgtLS3YBVHqIPXfdrsdTqcTfX19dK6K5xkZM7KbIW62HGmE0t7eTg0iSFa/0DcjUiYhciefUkOmmdmRZUjEJdflcmHLli2IRCKj6pnzMWcP2UyyRqOhW0/A8AEZ+Z9KpUI8HseMGTMKFnA+UYjGPZ7nacbC7XZjaGgIGo2GmiJwHDepLRO5keRUccb79mPo2WcR/L//S3pcvWA+LNddB828eQjEArjr09vwcd/HAIYb8s5rPA/fmf4dWDXWUZ85mRgB6S+w+TzeiUSC1saRWni1Wg2r1UrrgyfScNfY2AiLxQKe50dlTEmNaaq63KkIBcfRfyc8bpohcjqd8Pl8NPM5csxcLhe2b9+OSCSSpOIglVKBQmGkDODg4CDNsJMxE5uSjNcAKG6oEgQhySCio6MDDMMkzVGtVpu38ZbD2iPl+AjkEudEM7MajSapQVhcu9/R0UFLsch8z8UaQZKmIz9HDvwjU6QlyS0tLXhZZNZwKCAfmWTSgCQ28SBbhBUVFZg1a9bYJCAWBOvcDqgN4O3TUr6E8fWAHdoH3toIRmej3yt1jBxXPhCA749/gu+FF4DIQeE7ZW0NLDfcAO2JJ9KTUa/UwxP1gAWLr9Z9Fd+d+V2U68e28J5ojFJHrmPkeZ6W/ZA5G4/HKaGYPn06DAZD2oa7kTbG4zXciZ3ZxMYWZNtbr9dTMiLX5rPxEBetAT1tbXBu3AiHw4G6urqUtYYjx4yoOJByFuIqKNYKnmog6h1krhFTkerqahxxxBGjDFwyaQBMVd/JMAz0ej30ej1qamqS6u6JEYpYBzuVVfdkIJe1XOqQC0nORZxkztbW1qK2tjapqZfIKpJ1mawRE+lfIHNzKq7JBGOeyalOzlSPkbtvuSNXttThcDhpO5oQDJvNhsbGxnFtKcVQr30GmrXPIDrvEkS+8kjK12j/7wdQ7l2D0Jn/DWHmOUWtUc0GZFwFQUDorX/D+/OfJzXlsRYzTN+7Asbzz4MrPohfb/45Lp95OYyq4fG7bf5tUClUqDfV5zVGQPoL7GQvpPF4PKnhjuh1Wq1WzJw5c0yilcuGO3GzCpH/IkSI1JgSEkMyeHIEMRUgJC3c14fGA89ZlUrMPumklGM2GB3EtR9eC4Zh8Mflf6Rr70gVh1QZU5Jlzmb9kRJSaT0T9Y558+ZlXQIxmQZAonXb1NSUJLXX2tpKZbvEDYCTJRFSPl5SXxsJ5BRnrkmnuJyosbGR7vA5nU50dnZi06ZN9EZvpBb5WCA8Qw7jOlGMOQqpfvhUHox0meTxyi1IAT0hxqFQiNYVz549e1L1a7xjuJRFMdCW9jWCoQwAwAT2D/9fBnW0wIG51NmJgUcfQ/SAgyMAQKmE8VvfgnnFdxHRq/DbHX/EC+0vIJwIQ6/U44pZVwAAWriWgsUq5fGckJQezyMYDNJs8eDgIG0MqaqqogQ0W4e7XNoYA8PZP7HuLSFJYo1hQkak3rRGtuydTifcbje1W25oaIBt/nz03v8AAID1B9IbsPBx7BjcASD9Wiy2cZ4+fXpSlnnXrl2jMkhSltITNy86nU7E43Gq9Tx37tyc3SRl0gAo3qoWOwCKdbB5noff74fb7cbAwAB27NiRNN4OhwMqlSqr66jUyZ3U4yM4HOdBiHdNgIOCAcSEh9Tgp7pJHBkrkDqTLIexzgRTbw9uElCpVEgkEuB5PukiP6os4EDWQSxzpdPpaGaB47icXXj4kpkAANbZBgg8wKSYqMZhksz65UOSeb8fqj/+CYq330ZUdAOiPelEcDfeCKaqAm92/h9+/fGv4QwPZ5dn22bjqNKjChqnnGq8xwLP86Mc7iKRCG24a2hogMViSUtupeBwJzaZaGhoSNpu37hxI42JkJFiyCGJIc7WuFwuBINB2vzV1NQ0KqPLmkzgfT7wBxr3xkI2bnviUgGe52mWedeuXdi8eXNSQ9pI9ZxCQ1yu43Q64fF4qAze7NmzYbVaC3IjlMoBUFwCNJYDINHBHmmEQsab1OSTGzu5N1zKZW2UC0kuhlqEWq2mjdMAkmrw9+7dO+omkaxd42WS5TDe42HCJFkuEy4bkBq2WCw2iiTH43F0dXXRGk3iFFZVVQWr1Zo3ksBbGyEo1GBiATCDeyFwdaNfQ62ppU+SBUFA8M03MfjzZ6B0u+njypoaWG6+Gbrjj8P6gfV46v27aMasUl+J78/5Pk6uOrngc04Oczzd8U4kEknmM6RJlGTLSBZRrg53YkUMcXab1ImSZjeHw1EwpypxPbbb7YZKpaKkeLysLctx45JkopOcDUlO+g6WpRe6adOmJV0MxXW5hDQXIsssVpJwOp20K7+kpAQzZ84sumHCyJuzTB0AgeQ6aEEQkm42u7q6AGBUk2qqJqhin2tjQerxERyOM3PodDpUV1ejurp6VJnTjh076DphNpsBHMI1yWIIgoB4PA6FQgGWZZO1eiVwUHMBckGIRCLo7OxET08PSkpK4HK5KGmw2+1obm4uXPc4qwRvnwZFfysUA9sQT0GSSSaZ8fcNv6VI5ifjIbZzJzwPP4Loxo30MUGthuXyFTBdcgmYAzcpr+55FTsGd8CoMuK/pv8XLmi6AGpFcbKCcsgkkxiJtrm44Y7neXAch9LSUsyaNQt6vT7ttpl4W15uDnfimrumpiZEIhH6W7q6usAwDCUiuSR/IwleOBym9dgtLS1ZrRMsxwF794L3+SDEYmBSxEgc93K19ogvhqROmhDm1tbWpKxnLm80RmaL1Wo1NUiSupzdyAZAsfX1eA2AI8eb7Eju27cP27Ztg06nS7pJUSgUkr++Sj0+Arno+UpNUm3kTaJ4nejt7QUArF69OmnOS/n8zRZjkmRSp9Le3o7//Oc/cLlcUCqVqKysxMyZM1FTU4O6ujpZTLzx4HK58OabbwIAjjrqKDidTlxwwQW48847YbFY0NXVhXnz5hUlNt4xA4r+1uGSi5bTRz1PapLZwDBJllomWQiHMfQ/z8P35z8DiQR9nD/mGAQv/BbKjlsEXyIMM4ZJ8nVzr4NFbcGKmSvAabgiRZ0MKY2nGPF4HIFAAF6vF+vWrUMwGITRaKSua2N12k9lhzuNRoPKykpUVlZSMuJ0Oin5IyUGDocjq0a2VOodarWa1v9ORtlALAPHDw1BYR/tEElrAFOUXU0WLMvShrSWlpZRWU+GYZIIXDblLKTMgxDjUChEm9umT58OvV4v27k2spwl0wZAcR10Y2MjbVJ1uVxUCtFsNiMej8Pv98NoNEqKPIkhh2N3mMznBuJ1orKyEh9//DFmzJgBl8uFnTt3YsOGDTCbzTntGSgmUq7mgiCgq6sLv/nNb/CPf/wDnZ2dsFqtsFgsiMfjCIfDYFkWRx99NE488UR85StfwcyZMwsd+6QQiUSwatUqvPvuu3j33XexYcMGzJo1CwBw++234/zzz4fVOqy3Ozg4WFSSxNuaAACstyP18zSTvB84sBBIRd0ivHYtPD99GIl9++hjytpacLfegr7ycmzsX4t73rsULZYWPLBouHGpRFeCm+bfVKyQkyC1THIikUjZcEeyyCRrXFpaOkpaUCwD5HQ689pwJyWIyQghfyOlv8RZ5pEklzSPkXET30zkkuCxYq1krzc1SSaZ5AmWW2QDrVaLqqoqVFVVUUtc0g2fKss8ksCRcSaNikqlEg6HAy0tLVNWlm4yDYDEolyn00GtVmNgYICW9rW2tqKtrW1Uzb0UyJRcyKfUMrTpIJfxBIYJPcuy9JoDHDzvpwJBBtKQ5Ndeew3XXHMNjj76aDz88MM48cQTYbPZkl7T1taGf/3rX/jrX/+KdevW4c9//nNWX7xy5Urce++9SY9Nnz4dbW3DKg7hcBg333wz/vrXvyISieC0007Ds88+i7KyMvr6rq4uXHPNNfjggw9gNBpx2WWX4ac//WlGi293dzcuv/xyLF++HDfffDNOOeUUlJSUQKlU4tRTT6UEGSh+ZjZevxSCSodE2fyUzwvGMkQWXT+cURb4oscLALzPB+9TTyH42usHH1SpYPqvy2D+r/9CT2wAP/vsYXw5+CUAIBgLwhvxSiZzTFDsxYrnecRisaSGu2g0CovFQi/EJpMJCoWC6guTujG9Xk8zm8FgEB6PpygNd1KDVqsdVWJAlB9IIxspLRgaGoLX66Xb4Pm8mVCI1px0dckMGDi0DqjYwpa+iC1xCfkjNxobNmygRgV6vZ5K0AUCgTEbFQ8FZNIAaLVaoVKpaKkU0Xuur6+nZFgs67dnz55RDYDFtHCXC6mTU5xyIPNA6li1Wi0qKytl8xvGQ0o2qVKp8OGHH2LatIPmFfF4HMDBQZkxYwZmzJiBW265Ba+//nqqjxkXs2fPxrvvvnswGBG5/eEPf4g33ngDf//732GxWHDdddfhvPPOwyeffAJgOKP21a9+FeXl5fj000/R29uL73znO1CpVHjooYfG/e7GxkZ0dnYmnTQ8z0OpVI6SgSt2jS9fNhd82dz0L1BqEV1yO/2z2CQ5tHo1PD99GPzAAH1MvWABrHf+CExtNf6840U8v+15RPkoWLD4Vsu3sGLGChhUhqLFnA7FyCQTswIiK+jz+aDVamGz2TBt2jRa8zVyETIYDNBqtTAajdDr9XA6neju7qa/geM4VFZWSkL5QSogW4cmk4laP7tcLnhF1tBlZWUoLy/Pe63syExyKpTpy/DGWW/kLYZMoVarUVlZmWT/7HQ6qe45uREpKyuTvDRfoSCu7SwrK8P+/fvR19eHnp4eumYbjUaUlZXB4XAkNQCKdzsEQaA19+Qmhef5pAbAQpavFDshkynkRJLlECcg/dKQXCAlST7zzDNHvzBFdpYM0FlnnTWxL1cqqeSIGIODg3j++efxl7/8BaeccgoA4He/+x1mzpyJzz77DMceeyzefvttbN26Fe+++y7Kysowf/583H///bj99tuxcuXKcUlAugObylBESuULmaBYpD7h9WLwiSeT7KQZgwGWG66H4ZxzsC/Yg7s+uJyqVswxzcEFtgtw6txTCx5rNsj3TQfP87T+0+PxwOv1QhAEcByH8vJyzJkzBzqdLuuGu2nTptFt7aGhIQwMDKCrqwtbt26dcE3uVEEqYwpSejJv3jxwBwgrqaMl1s9ik4hcqy4k1SR7vDn97FxBEARa300ss4meanNzM8xmc5K5xqZNmyiBk7sBzGRAdiwGBgZoTTbpGyBzSdwA2NHRMWYD4MhSGJ/Pl6QfTiTqxCVE+TrH5ULq5BInKWGQA8bKesthrDPBmHUJRLw9FoshHo8jGo2C53kqmL5o0SIAE598O3bsQGVlJbRaLRYvXoyf/vSnqK2txZdffolYLIbly5fT186YMQO1tbVYs2YNjj32WKxZswZz585NKr847bTTcM0112DLli1YsGBB1vGQurBoNDrq8WLfLbP9W8C6dyJRsxiCoXTU84y/D+zgXvDG8qLEG3r/A3geeQS8SNZNc+yxsN51J5QHboSsGiuGokMwq834wdwfYA47Bx6Pp6BxThS5Hk9SQkH+CwaDMJlMsNlsqKmpAcdxOW24I8oPzc3NSbWiu3fvpo1nxFxiKtYlA0gib06nk9aHVlRU0BuRkRBn70jD3sDAANrb26l+b662u1krR/+d8ErnvCB1taS8QhCEMS2zR5YYjCRwBoMhqUxALoQgW5CSlIGBAbjdbrAsO2ZN9mQaAMVuauIa+u3btyMcDifdFKeqH58M5EI+D8eZexyymWSCBQsWJA0CuVD4fD7U1dVh165dACZ2x7Bo0SL8/ve/x/Tp09Hb24t7770XJ5xwAlpbW9HX1we1Wk2zOQRlZWXo6xtWcOjr60siyOR58txEkSqTTDKzxZy82rdvg2L/RoTO/h/EUyhcaD5+FKotf0NkyR1gFMcWjCTzfj+8jz6WnD02GsHddBP0X/sqNrs3Y45QCpZhYVAZ8NCxD6FcXw6rxop9+/YV/eYjE+TipiORSCAQCNCGu6GhISiVSthsNtTX11OyMZbDHSF44qznRGpkxTW5pNbR6XSira0N0WiUbtuWlJTIOuuXqlGROPTNnTs3K4Imtn6uq6tLcoLbsmULYrHYKL3bbMFmkEneH9yPuz67CwalAU+f+HTW35EJxMSWjJvRaITD4cD8+fOzIlkMw1BzjcbGRnqD53Q60draSh30CGmeyLhJBSPHbXBwkGp1NzQ0ZGXUkosGQOJSSTLUbrebNqqK56pGo5nUdU0upE5OccrlxlFOsU4UY5Lkhx9+GCzLQqFQQKlUQhAE7NixAy+++CIuvfTSSX3xGWecQf89b948LFq0CHV1dfjb3/5W1IVSrVanzCQDxT3JeHMVFPs3gvH1pH7eOJytZfx9YLjClIdEvvwP3CtXIiG6KdGecAKsP7oDAYsG935xL97e+zbuWHAHzm44GwAw03pQBUUKGfpMMFHb52g0mtRwF4/H6db0tGnTYDQas3K4y4cd70gLY9L819fXh+3bt8NgMKCkpIS6g0n9IiMmE6RGlmxr57JRUalU0o5uQRDouJGGLL1en5RlzuRCklRukaYmOZwIY7NrM0wqU05+B4GYvJIsez4aPEcSuJGNbCQ7b7fbZaG2kkgk6FwjO69k3I444ghqUDVZZNIAKB43kqUW39zV1tZSvX+3200z1EajMcmmPNsxlxP5lEOccsrOyinWiWJMknzJJZekfHzx4sV48MEHccMNN+SsAYjjOEybNg07d+7EV77yFUSjUXi93qRs8v79+2kNc3l5OdatW5f0Gfv376fPTRTpGveA4jYokBILJjiQ+nmRoQhjzS/5FKJRDP7yOfhfeAE48D2MwQDutluhP+MMrNm/Bj9956dwRVxgwWIgnDpmQB5NH5kuAvF4nJoDeL1e+Hw+6PV62Gw2zJgxY0xDjvEc7nK9RZoKDMPAaDTCaDSivr6elicMDAxgw4YNAA6WHxTKjW08kBpZcbbYZDLB4XDgiCOOKEjTWKpxI4Rz8+bNo5qq0hGnTBr3yPky2QuTmNg7nU54vV5K7LPNsk8UqZzsyLgRnWBSA26322EwSKOxNxQK0dpij8cDjUaDkpKSgtlmj+UASMor0jkAiuucU2WoSWZfXHefye+ROlHK1XlTCMiFzAOHM8lpUVlZiffeew/hcDhnJNnv92PXrl249NJLsXDhQqhUKrz33ns4//zzAQDbt29HV1cXFi9eDOAgUe/v76f6fO+88w7MZjPVO84WDMNArVZTJQ/x48DwXVPRZHYISQ70p3meGIrsz2uGNrZzJ9x3343Yjp30Mc3ChbCuvAcRuwmPrH8Er3W8BgCoM9XhJwt/glm21MdDLplkIDWZ53me2vqShjuGYWC1WqmKhFarla3D3Ujb58HBQQwMDFBDDo7j6MW0kMYjYjc994EaeFLLbbfbc5a9myhGZkvJFvy+ffuwdetWSuJHZudZkwlgWYDn02aSeUzcllpMQkktu81mQ1lZGWbPnl30UodU2Xlyk9be3p6ULS1k7bzYjGZgYADBYDDJCKXY5H0yDoAjTXf8fj9cLhf279+P9vZ2qNXqUTblqWyzpQ65kWS5EM90mWQ5zIlMMSZJHhgYQDgcRiwWQzQapTqOzz77LBYuXDipReqWW27BWWedhbq6OvT09OCee+6BQqHARRddBIvFgssvvxw33XQTbDYbzGYzrr/+eixevBjHHnssAODUU0/FrFmzcOmll+LRRx9FX18ffvzjH+Paa6+d1EUyXeMeUOxM8vACyAZSZ2XFhiL5ULcQBAGBv/0N3qd/DpBMu0oFyzXXwHjJxWj1bMHK965Fb7AXDBh8s/mbuHr21dAo0h8LuZBkEifP80l6pV6vF6FQCGazGVarFXV1dWM2cMnZ4Y5hGKqT29LSglAoRLOQu3btgkajoXXMuc6miZuYiKICqfWsra2VdBnIyJpccRMcyc6LSQhrsYD3eNJmkg94iWTkuCduNiQ3YqScYdasWUXV1h0P4ux8XV0dtf8WK42QmzSSZc7lHCDHaWBgAC6Xi9qaNzU1SeIGdiykagAUm8CM1QBI5mp9fT0dc7fbjR07dmDTpk30vCM3eORaI9Xzj0BuJFkOcQKHsLoFOUhz5szBwMBA0kkUj8ehUCjwwQcfTOoOuru7GxdddBFcLhdKSkqwZMkSfPbZZ/Ru+MknnwTLsjj//POTzEQIFAoF/vWvf+Gaa67B4sWLYTAYcNlll+G+++6bcExA+sY9oLgkmR8vk0xIcqAfDIScxsoPDsJ9//0If7SKPqZqbob1vnuhbmmhj+0P7ke5vhw/XvhjHFly5LifW2z96UyQSCQgCAL27duHYDCIoaEhaDQaaiVLsiuFaLiTEnQ6HWpqalBTU5NEYLZs2TJqy3Yi9aykJptkiwlJSaeoIBeMrC0dSWAaNRooASQOGL+MvNCQTHI6iBsxnU4nla0rKSnBjBkzip71nCgUCgXNlo7chdm5c2dSxnMibn6pJAFJs2JdXR01l5EbRrpNZtMAODKzT1RxSD0zMHyDRyTLpEzu5ESS5VTnK6dYJ4qUKwn50f/6178Qj8ehVCqhUCjAMAy6urrw6quvIhaLTeqk+Otf/zrm81qtFr/4xS/wi1/8Iu1r6urq8Oabb07o+9MhnU4ygKJqJR8st0hTk2wohQAGDB+HOuYDz9tSvi5bRDZuhPuuHyNxoN4bAIwXXwTLtdciwh4cj7n2uXhw0YM4qvSojE1BpJhJJvbOpNmONNz19vbCYDCgoaEBlZWVabemw+EwJYz5bLiTEsQEZsaMGZRs9PT0oK2tDUajkTb/pSMbREeWEB9Sk+1wOFBfXy9bkjIWxNn55uZmRCIR7P/jnyD09QHhMFa/+y5sFRVJW93kfBFnksVZfbfbTSX9pk+fPiUl/VI1o5HdnR07diAUCiVlmdPpgItv7ojduN1un9Ln6mQaAMmNcXV1Nfx+P/bu3UtvxADg448/ntSNSj4hJ5Is5ZuNkZCTpvNEMeYsPvroo0c9tmDBAsyaNQvf+ta38M9//hM1NTV5C64YUKvVo0gyUPysJ8/VIbzsQVp7PAqsEtElt0HQmCEI6knHKvA8fH/4A4Z+9WsgkRj+CosF1pX3QLdkCd7sfBP/3frfePaEZ1FvrgcAnFR1UvbfIwGSHI/Hace31+uF3++HwWCAzWbDrFmzYLVaEQ6HMTAwQGtyzWYzSkpKYLfbEY1GaRmF3++nChaFariTEkY2FYm3rbu6uqhWLKljJpbQbrebKm00NDRIpjGwkNBoNNCWliK0ZQsAYFZtLTwsS2vALRYLgvog9Eo9tKwW7e3tcDqdCAaDlBS2tLRIumwnHxip0CLOMu/atYvW+pNGNPGcU6vVKCkpkf3OzkSQTQOgzWZDPB6nddmRSAQ2m43upikUCpqhJpKIZE6WlJTAYDAUdR2UG0mWyzVDToR+opjQrZ5arcauXbvg9/tzHU/RkaomGZCA657GjNj8y8Z8SXTR9QAAfsuWSZHPhNsN90/uRkSkHqJesAC2++9DxGbEfV/ch7e63gIAvLT7Jdw8/+YJfU+xMsk8z9MLqcfjweDgIN2WrK6upgoE4oVKpVLRi4nX68XevXvR1dWFnTuHGxgNBgNKS0tx5JFHFr1xTEoQZ65isRj27duHvr4+9Pb2QhAEKJVKcByHOXPmoKSkZMovuONBYbXSf5sBOFpa0NLSgsHBQXR1dSHoDOJO450AhntGSkpKUFtbOyWznhOFuCY3kUigu7sbfX196Ovro83XHMdh9uzZKC0tlQ0hyTdGNgAODQ2hq6sLe/fupeucTqejc27kbho5z8n6ShpEd+7cmXSjQsqlCnmuk2u3HNYXOZUwpCP0DMPI5jeMhzFJ8ubNm+HxeJBIJGjj3uDgIH77299i7ty5sIoW9KmCVOUWgDRLA9JhMrFGNm2C+0d3ItHfTz4Mpssvh/nyFdjh342ffHAD9vr3QsEo8L2Z38O3p3+7KHFmA57nEYvFaLbY4/EgEonAbDbDZrOhoaEBFosl64a7+vp6cByHSCRCywu6urpgt9tpeYFca2dzBfHF0u12Q6VS0WyxTqejWb1NmzYlOdgVQkpLihDLwA3u3Qsvy9LyE4vFgtraWthstiR5vq6urlF22VPlAjURkLEhZRQA6M6OwWCgfQJbt27F9u3bR6k3HMoIBAJU3s7r9cJoNFKlHlKe4nK50NXVNWYDoFgSkezUuVwu7Nq1izYAil0X853Bl1smWQ5xAvIi9BNFSpJM6kxWrFiBL7/8kjZ7KBQKaDQazJgxA08//fSk9IilinQkudjlFgCg6PoETGQI8boTALVx1PNM0AnWvRt6vwu8dnpWny0IAgJ//we8Tz4JHJDAY+122B64H5qFC/HKnlfw9KanEeNjKNWV4t6j78URjiMm9XvySZITiQSGhoYoKfb5fNBqtdTBinSo56rhjjS3+Hw+Sly2bt0Ki8VCCfOhsA0+snEsHA5TBY9UpQBmsxm1tbVJ8mStra3UzOJQutmIRqPwswfHpmPzZujKy9OWn4jLC8h479y5kyqNFFoqrVhIpflMnBXnz58/Sv3EbDajuro6qQ6elLSIydtUrIMfCaJ+QUrJQqHQmLKA5DzOtAEQGM5Qi+3dSVLB5XKhu7ub9m2I3SpzPe6EeMrheMqt3EIusU4UKUky+dH/+te/EIvFoFKpoFAowLIsbLbkhjA53fVkgnQ1yUUvtwCgfeNasEEnAt95G3zJaO1h1cY/QfPpz1Be+1V0227N+HP5UAjenz6cZC2tXjAf9ocegsLhwNt738bjGx4HACypWIK7jrwLFo1l0r8nlySZ53naNEc0i3meB8dxdMEfSxg/Fw13YrmvpqYm2g0+MDBAZdLIdmYhzBoKAbHMGClfIY1j06ZNy7iBZ2QnPbnZ2Lt3L9UWJoQ5G3tfKYPcjIntn0vjcXAHnp9eXg7znDlJ7+kY6sDP1v8Mdp0dK49ZCWC4vKC2tpY2sZF5TGzGR2aZpwJ4nofH46FZT1Ijm43mM7me2Ww2tLS0JLlcdnV1gWGYUSUCUwHiXQin0wmGYVBSUoKWlpaMz9eRDYA+n4/qK4/XAKjValFdXU1vVEhCoqenB9u2bYNOpxvVAJgL8xy5rBlyivWQb9wrKxvdJCYIApWBY1k2iTxOhcEaqya52JlkqA1A0AlEgymfJk19qrAr41hjXV1w334HYjsPmoMYL74YluuvA3NgYTul6hS80fkGjik9Bhe3XJyzE3iyY0oaTQgxDgaDMBqN1IZYvDiPBLnIkotiPhruxBcDsX0tcWETZ0rltM1Lsr7k94j1nqdPnz7p7f6RNxvEPGRgYAAdHR1JmSnSNCQXjCwFEAQBdrudGqHwej36f/8HAADvHRz1fl/Mh3X961BpqEz5+SOl0kiGlRhyyLmkhdx0khtZUkObKxUPrVaLqqoqVFVVUfImlucTZ5mlrM2dCsFgMMklkGTaFyxYMOnfIj5fx2sAdDgcSWojLMtShZfGxsaktaWtrY2+l8xZk8k0oTkrN+Ip91iLzpVyiJQMorOzE16vlwr1iyclwzD0gh4Oh7Fnzx68+OKLuPTSS9Ei0syVK1I57gHDJ3OxM8nCAWk1JhZI+TwxFFFHMiPJ4bXr4LrjDggHGjAZnQ7Wu38C/fLl2Dm4E/WmeihZJZSsEk8e/2RGBgbZIFuSnEgkRjXcKZVKauRB3NbGc7gT18fa7faCqCkoFIqkTOnQ0BAGBgbQ2dmJLVu2jOoElxLEZIuMPcn2FEIVYKQrGCnnaG9vpzrAZOyK7Ro3Eqn0dwlBSWWbHcnAmhrIzHFvpF22uKQlV3rW+YQ40z4wMAC/309VZZqamtJKu+UCYvJG5PnI2rFhwwZ6c0Nu1KTWrCt2yBS7BJaUlGDWrFl5PU8m4wA40q2S7FK53W7s3r0bCoUCNpuNKgtpNJqM5oCcSLLcYpXTjfZEkLbc4oorroBSqcSFF16IxYsXw+FwgGVZRKNRhEIh7NmzB2vXrsXatWvBMAwuueSSQseeF0g5kzweST6YSXaOG6v/pZfgfexxKu+mrK+H/dH/b+/M46Iq9z/+mYVhX4Z9ERVBcAfcEDWXNNFUQLxlq6W3zVuWaaW2/+pmqS3esqxupe2pNxRcyy3TXHJX3HEBRWCGfYdh5vn9Qc/TmWFAQJYZ+L5fL1/FzGHmnMM5z/k+3+f7/XwWwyYoCJvSNmHJsSWI6xqHuRFzATTM4aux3Oyc8oY77vpUUFCAqqoquLq6wt3dHSEhIXB2dm5Uw50lSGXJZDK4urrC1dUVISEhQudWq9UiNTVVdJB7eXnVCqJai+rqanHepBbGXC6rrZbt5XK5eLiGhYXVypQ6ODiIgLmtzx0PjHm9ZkNKd6SNe+asqW+lAcm0pIUH75mZmTh37pwI3qVuaq2N6bnjKy6dO3du09p06URNGrxfv34dp0+fFk1slnDueMYYgHAJ9PDwaDPdYlMHQF4HbuoAaHrupHrY3HVRWkN+6tQpo9+tb7JOgWfL0GHLLQIDA/Hnn3/iu+++w/vvv48XXnhBXIh8gCgvL0ffvn3x+OOP4+67727t/W4x6sskt3WQDNVfgUld5RZONYYjysoCMH3tYwAAptejcNl/UCIxc7EbPhzu/34TBntbLDuxDGsurQEAZJdno9pQDaW8ZQZXc0GyXq9HYWGhUcOdg4MD1Go1QkNDxfJ6e3K4k7rX8WyfVqvFiRMnwBgTQV9LZrvNZTz5ubNkC2PpQ5RPinJycsS54yUtLVlTaq5xjJ+7Pn36NKqsQXGTIJk77jUkk1wfphq50jIQ6blrjUyp9Nzl5+eLiU7fvn0tsnZfOskNDg42amI7efIkDAaDaGJr6Qx9eXm5yBbzc+fl5YXw8HC4ublZXGBoWgdueu7qawCUZqAZY2Z/V1p/L02CWFOQbE3lFnWdV2vZ/4ZQb/TzwAMP4IEHHkBOTg4OHTqEa9euQalUws/PD4MHD4aHhwcA67oAb4bF6iQDYIqaB5VMX2n+fXsPMJkcMmaAsjK/1vuGkhLkvfwKKv74Q7zmdP/9cJ39FIqqS/DyHwtwRHsEADCzx0zM7DmzRTLIHB4kS0soCv4KDNzc3ETmzd7evkkNd3369LG45febYZrt40umvPteWlpwq9lcHhjx4Eia8bTGc2e6VGta0sKX6k3rIpuCObe2xjaOmUPm4ADY2AA6ndlyC3OOe82BjY0NfH194evra5QpvXbtmsiUSrPMt3LueDaRZzy5okJbr1I0FXNNbKYZeqnc2a0E/VIrc61Wi9LSUjEmtJdz19AGQNMyLP67WVlZ4nf5eeeOwdaANcVT9WW9reUYbsZNU4Q8kzVhwgSz7wHt52QAll1ugZtlj+QKMAcvyEqzoSjPMXqr+sYN5Mydh+pLl2peUCjgNn8+nKbE40bpDcz9Yy7SS9Jhr7DHqwNfbZJ7XkMwGAxCJkyj0UCv1+PAgQNiqTcwMLDejG9rNNxZClLb4u7duxtljS5evCiyRry04Gb3oTTTztUU+Hm31KxdUzEtaZE2fV2+fFkocPAO+oZkyaVSa/n5+UJqrTlXKWQyGRRubtBrtebLLfDXmHuLmeSb7YNpppQf97Fjx5qk+sA/Q6vVIjc3VzQYNkZRwRqQNrF169bNaHUjJSVF1IHz89eQyRRv+uWTCoPB0C6dKW+1AZBfs0FBQUaT2LNnz6KyshIymQypqanw8PBos5KYhkDlFpbFTUem+h687Sk45qhUKrNOgpbQuKcLfwD6oFHQB9S2C+dUDXkaeXl5qLL9W6qv8uRJ5D7/Agx5eQAAmYsLPBa/A7uBA1FtqMYze59BRmkGfOx98O7QdxHsGtys+63X61FaWmrUcKdSqaBWq+Hv74+KigoUFBRAo9GAMQaFQiEGsbZuuLMk7O3thdSXtP7w+PHjAGBUlsGDDumSJFdT4Oof/fr1s7hmrZbCVGmEN/9xmTTewObl5SXOCa+B5AFieXm5yNo1h4pHXcj/CpL1BQVms0oKmQIKWeuVvqhUKqOMnVT1gWfopeoDPKHAM6parRbFxcUiGx0UFNRuZPxuhunqBi9p4plSrjbCM6V8olVRUWFURmFnZwcvL692N5mtj6Y2AJpOKmQyGby9vWFra4vCwkJcuXJFlH3we76hDYCtgTVlks2VhjDGLCCh2HzIWHs6mmZg4cKFyMjIwMcff2z0+vHjx+Hl5YWAgIA22rOGk56ejsLCQvTt2xdlW7ci781/A39lx5WdA+Hx/vuw6dJFbP9H5h/44uwXWBK9BF72Xrf8/QaDAVVVVUYNd9XV1aLhzsPDA05OTkaZN+nAxoNlW1tb6HQ66PV6owxCRzDlaAyMMRHMaTQalJWVwd7eHowxVFRUiODE0jMobYGpTFpBQYFQSKmsrBQOgVLN1pYm+/EnUHHoEAAgcM/vkFuY2okUri3MJxJyuRwqlQpVVVVGdc3c6p34G6naCC/ZsbOzg8FgQGVlJdzc3ESQaGmKN22NtAEwNzcXxcXF4r6tqKiAvb09vL29za6y8b4XnnQpKiqCk5OTUQNgW65sbNu2DUOGDIGzs3Ob7UNDOXbsmHCf5TDGYDAYYGtra5F9LI2lfaxxNSN1mYlYRONeA5HJZGAGAwo/+xzFX3whXrcdOAAe77wDuasriquK4ayquQmH+Q3DEN8ht5Sdqq6uNmq4KykpgaOjI9RqNXr27FlvgMEzLCUlJSgrK4Nerxc3mF6vR3V1NeRyOZRKJWxsbChANoErzpSXl0On00GpVEKpVEL/l3KJtCyKzp0xvAGoqqoKOp0OMpkMSqUScrlcTNAMBgMMBkOr3f9ytVr8v76gwKKDZMYY9Hq9uNYUCgUUCgWUSiUqKiqg0+nEP5VKRdefBOn9yJfYeVNyZWUlKisrUVFRgbKyMtjZ2bWLgKO5kMlkUKlURrXG0muvsrISpaWlsLOzg0qlqtUAyJsH+f3PVZBSUlKg0+lqNQC2ZmLB2jPJ7Q0Kkk2oy5baEhr35NozkJXnw6DuBubsZ3YbWVkeHG4chuGL9Sg+fla87hgfD7f5LwAKBb49/y1Wp67GZ6M+Q4BjTWa8sQGywWBAeXm5UcOdTCaDWq1GQECA6Oqua3DhuqMNabgrLS2FVqvFjRs3cO7cOdGAxTMs7f0mNYVbyfLzV1xcLJa8ubY5PydSd61jx45BLpcblWV0xAcvt8Xl1x4/J8HBwcKuHDDWmuWNk1Jjg5a69mopXFjQ6pXUxjgnJ0fo7/ISFGnGk0sb5uTk4NKlS1CpVLWc1DoaUhfOvLw84cJpqoLC63FzcnJw/vx5kVnmK0IdddzjDZ9arRaVlZXw8PBAp06d4OXlJcotmtIAyJsHDQYDSkpKhMLQxYsXoVKpjPTEWzpRY001yda0r02l441SN8GSG/dUf7wHm0u/oOKOxdD1M69LLTv8E7Docyhy/2qmkcng+szTcLrvPhhgwH9OfID/Xf4fAOC3jN9wf2jD9K0NBkMth7vKyko4OzvD3d0dXbt2haura4s03HGZr65du4oAR6vV4vLly7C1tRXLapYoedRcSJe18/LyIJPJ4OnpKUxU6mqekqoW8IdMTk4OLl68iFOnTgmDAWktbntDqgjAJxWurq43rY811zgpDfp4497NNFobS31ayefzz+OLM1+gk1MnPBP+TLN8383gde286Y5fe6aTClOk0obSOvALFy6goqKill12e7x3pRbr3BCFX3v1abVL63GlfRk5OTlITU3tMBMOU+1nfu3V57JYVwMgn3DcrAGQ/y7XZubPrUuXLuHUqVNGzovNXR/O63mt5V6oK5NsLfvfENrnnXULWLLj3s2ovp6BnKXJqP4rQJbZ28P93/+G/YjbUKmvxBuH38CujF2QQYan+z2NaSHT6v08vV6P4uJiERQXFRXB1tYWarUaISEh4gHZmg53tra2wjpWWsd84sQJADXNa97e3lafJZXW3OXk5KC0tFRki7t27QoXF5dGD0RSjdLQ0FCRoeeSSU5OTiLL3JTPtyR4YMddAgHAw8PjppOK+jAN+qTd8zqdrtnc66RBsj6/wOi9vMo8/H7jd4S5hTX582+GOc1sfm106dKlSdeGQqEQ5waAaOTlEzae6WvuCUdbIL02tFotqqurb8kQRWqq0blzZ6PA7eLFiygvLzfKMrekE2FrUFlZKSYVeXl5wlwpIiKiSfKDt+IAaDpZ4cmK3NxcpKenA4DRfW9vb39L597aFMNIAq4DYsmZ5PqoOnsWOXOeFQoWCnsGj//+F6qwUJToSjB//3wcyzkGG7kNXh34KsZ0GlPrM3jDiLThzmAwwNXVVWiY1lefpdPpxIxd6nDn4eHRIg53plbPhYWF0Gg0IkvKtVd597Klw8tXeLaYBxYtpeIhzdDrdDrxUD969Cjkcrk4dw2VSGtLpNq+3EiGNyw29eFaH1zCjD88eVDJS4JuZcKhULuJ/zcUGOudt9RD1Jzus4eHR4NcApuCadAnnXBI1UYaKpPW1khXuHJzc6FSqeDl5YXevXs3ykymIUgnHGFhYUZZ5kuXLolkBM8yW7r6D2+e5U3bfKXHy8sLoaGhzd602BAHQHONzjKZDPb29kIlR1r2lpGRgbNnz8LBwUE8d/i42Zh7VeigW0kJA9Ukd0CssXGvYt9+5C5YAFZeDgBQuegQMLoYutDuyKvIw7N/PIuLhRfhoHTA4ujFGOA1QPxudXU1CgoKRLa4tLQUTk5OUKvVYoCvr+HOUhzupEvjPEuq0Wgsuo5ZKjGWm5uLsrIysRQbHBzcqhkhGxsbo7o803pIPvC3tINYY5C6xOXm5gqns4CAAISHh7faxMjUvU5ansAnHDyoaYg9cH2Z5OZy3AP+lhnjkzIe2LX2vWs64eBqI7yelDvwtcTydlPhEyN+/oqKisQY09r3rmnQZ1oewMcUDw8Pi5Hea2h9cUtj6gDIk0QNcQCUy+VQq9VQq9VgjAlN7NzcXJw5c0Ykifi16+TkdNNrtz1lktsLFCSbYMmNe+Yo3bAR+W+9BfzVXa4K74uu3X6FwpZBV1UMO6UdlHIl3G3d8d6w9xDiHCJKKPLy8lBYWAiFQgG1Wo3AwEAh1dQcDXdtiaOjI4KCghAUFCSyPBqNps3rmKVZH16C0pD6ztZELpeLh4K0LIM7iDk5OYmgpjUfuubKACzRDEXqIiatA+dBi2nnvCn1WlP/NU9viuOetBGRl/DwjF1LrPQ0BZlMBicnJzg5OYkVDp5lPnXqFPR6vbg2W3vCZjAYjMooeLa9tSdl9WF67/LVKdPSAh40t+Z405T64tZG2sRnrgHQ3t5enF/TBkCVSmXU/yEt60hNTYWNjY3RCok5tRceY7T1fdhQKJPcAeHavKZYRrnF39/PGEPxl1+h6LPPxGv2t98O9zf+D7LPwgFdCeQlGtipu2HRgEXIzMuE/oYeB/IPoKqqCi4uLnB3d0dISAicnZ3btcNdW9YxSxuWcnNzhSFFS5WgNDfSoIVnSXmQkJaWJmr2GuNc1xhMtWR1Op0oA7CkSVldmNaBS137Ll68KMwkeC2uXC43ziSbBMk8k9xQpNn2nJwaF05rMuIxNePgBiV8hYhPkrhddnOPRaZOgfx6b+1se1MxLQ/gpQVcrUXahNYSfQjNXV/cmphrAOSZ4oY0APJx07QB8MqVK2YbABUKhdWVW1AmuQNSVyZZLpebbehrLWTp6ZAVlAEAWE4RiucvQNGuXeJ9p2nT4PrsHMgUClxw8sA+gwwjLh7HNWUBiouLYWdnBzu1HUJDQ0Uw2JSGO3d391ZbCmsJTOuY+ZJfc9Ux8/PHg+L8/HxhgdweLHhN3dfy8/Oh1WqFc52Hh4cImm/1/HH7Zx5ItkR9Z2vj4OBg5JootSzmWVJPFxexvWkmWTxE68gkS8sVcnJyUFBQIAJJawhM6sPU8lnqJnnixIla5iVNGaek9bFarRZFRUWiRrVbt25W3RRnWlpg2oTWFLtxU1q7vrg1USqV4tkBNLwBEDCuI2eMiRXZ3NxcHD9+XJSKubq6ttXhNQnKJHdAlEqlxZVbyI8cgcOkSYCtEhVzpkB1z6vwraxCVWBnVNjbw2X2bCimJiAjMxN5eXlwcL0DB9kJlORfxYCAUERERMDd3d1iGu4sBa7rrFarb6mOWSoxlJubi8rKSpEtbkn74rZGurQbFhYmSiF4EwtX4/Dy8qo3uOCNWzzjyc8fz9hJ6wDbE9KHrjRLel2jgbdKBXlVFSo0GhGoyWQysL9Wk6Q1ydLVCn7+3N3d4ePjg969e1t8tr2pSMtapI2b165dq2WXXV+WVFqDz+tj3d3d4e/v366t2+3s7MQKm6nduGmWub7JlaXUF7c2t9IAKD33er0eN27cQGZmJi5fvgwA2LNnj9GERalUWuQzpCNkksmW2oRNmzZhzpw5OHr0qNHrV65cQXl5OXr16tWq+yNLT4djVBRQUVHzs14vii4McjnOvvIKMocNQ1lZmdAsdnd3h42dTY1CRW7Njevg4CAeyE5OTqLWyrThjtdaWfoyYksjrWPmov9Sm1PTbLFUrN5S6uvakrq6/XlZBjdV4Nlinm1vqbINa+PanRNhyMqCwdkZV157FUqlsubceLjDVe1a43CZVyhq21u67MXakPZOSLWd+T3KGDPSfrY2NZeWRprpzM3NNcrS85VIc/XF3t7edP4AowbA3NxcowZAvsqWl5cHjUYDrVYLxpi4/lxcXIxss3lZBz/3llTiuHPnTvTv3x9ukhIxrvVsZ2dnkYF9Y6Eg2YRt27bhsccew4kTJ4z+wGlpaSguLkafPn1adX9kGg0coqMhy8uD7K/mPKCmOlnn5IRTq1fDOSRELC+au3mqq6uRmZmJzMxMFBUVCbFyV1dX+Pr6Wo3MUluh1+uh0WiQkZGBgoICcf6cnJzg5+cHLy+vdpvtbA54HXhGRgby8/OFhbGjo6OoN22vqxVNJfP+B1B19iwgl6PTgf3ILyjAjRs3kJubK8q+7Ozs4O3tDX9/f6suA2hpuFRXZmamaLgDIMxgAgICrF4XvCXhWfqsrCxotVqU/6WixMvwAgICoFar6fzVgdRQJjs7G6WlpQAgGuY7deoEDw+PBpU/5ufnC1ttPumztbVts3O/Y8cODBo0CC6SErH2FiRTuYUJKpXKInSSDQYDqqqqkK/Xw7BwIXrMnWu8PwCqV61Cz1GjoDcwlFRWw05yk5lruOMuQjY2NqJu8dKlSygsLGwXBhzNiTklBb60ZmtrKzKlqampyMvLsyo95tZCmi3m2U4fHx84OTmhqqoKeXl5uHLlCnJzcy1Onq+tkavVNf9jMODckSPIqaiAwWAQmSR+f1+7dg25ubkWJ5FmCUjLAHJyclBRUQF3d3eR9SosLERWVhZycnJqLW0TddcX+/n5QaFQoKSkRGTrpVnS9lqe0hR44yJfkXR0dESXLl2gUqlQVlaGvLw8nDhxok4zGHNGMlyylZd1ODk5iV6Q1l4FpprkDoiNjU2djnstHSRXV1cL3eGCgpqGO7fKSgx9800whcIok2xQKGA/axbKDx7EiUpbPPT1MYQHOGOArwphzlWwrSq8acOd1IDjwoULopaMlxVYeud7c8OVAPjAz5fIfH19zSophIWFWYUec2vBM3Y8MOYSY/XpPvNAWmozzssGrL1JrynwyWuFQQ8eaqjKK9C3X43E3en80/jy4pfo5toNMwbMqCWRxgNpLy+vJjdfWTPcFIf/4xrV3bt3N5sEkNYjSyX6eMDXEe/hxtQXS2vpuUSko6Nji9k2WwNlZWXQaDTQ/NVPwBsXe/ToYXbFUSoLevny5Zs2APLXQ0JCjJpXua6zqd17S55/qknugBw6dAjjxo1DWlqa0eCYkZEBrVaLiIiIZvsug8EgdCzz8/NRUFAgTDH4IGOv0cBh8GDjmmQ+0NvZ4frWrfg8TY9vT5UYfXYXtR3G9fJGTC9v9PS9+VIszxrwm7ukpEQ0T3l7e7fL7IDUDIUbAtzKAG8qd2RnZycC5tbWY24tblb72ZiJFm/g4+ewIwR80iAtJycH5eXlNVm5pGRgwwYAgM/Kr2AXHg4A+CX9F7x68FUM9B6Ij0d+bPRZ/HrmmVO+esQnHe21JKOsrExcM1zNQ1rf2ZhjNtUx7wi18qb6xQDE+Wvs6qJ00iZNNIjnWTss6+MTBV5fXFpaCnd3d5FsaszqorQBMDc3F8XFxXU2AJr7Xe6BwBNttra2tXSxm3MM2Lp1K0aMGGEU/HOBg/ZSbkFBsgknTpzA8OHDkZGRYfQHvnHjBrKzsxEZGdnkzzYYDKITnTvclZeXC81ivhRoOijJjxyB7YQJYA4OKPjgA7g8/TRQXo59b76JqvBweHh4oNLGGcc11dh9MQ+H0gpQbfj7z/rDjP6ICGyctEx5ebl48OTn58PJyUk0/llzdkU6887JyRFmKHwQaa7JgFSPWavVAmj6g8eS4KsP/CFYXFzcYBWBxn4P77bXarVCn1uapbdW+MSCN41xxzkeiCmVShR+8SUKPvkEAOD1wftwGDkSwN9B8iDvQVg+cnm932Na7sKNa6w94OMrFjyoKysrE/ewl5dXswVi5lRDTLN01oq5Cb20Mbm57mFessaDNt4gLtUGtkZ4MMsDY51OJxoXPT09m61kR9oAmJOTI6TibjbpYIwZqQbl5eWJWKO5dMUZY/jll18watQoo+dmewuSqdzChLpqkuVyeZMk4PR6PUpKSoTDXVFREVQqFdzd3dGtWzcxu6vX4c7PD8XffYfc0lJUurnB55tv4O7ggN79+hndJP26AdOHdEZJZTV2X8zFtrNanM0qQb9OfxfVf7z7CgrLqzGupxciA12hkJu/iO3t7YWeKxfU12g0uHLlisiQent7W7zuKg/qpNliPjMPDw9vEQMCoOX1mFsTPrHgDzve6d65c+cm69HeDN5Y6urqiuDgYCML5UuXLgk1EZ6lt+QlP+mStFarNcoOBQUFmXUtNLamzhf/b2ANd+Sys7MTRhLSgE9qNc4fmJae4TOX7eRlPC1VR2yqbcsVbbRaLS5cuGBkBGPpAZ85/eeW1i82tWuX6oJz22ZpwGfpkw6e+NBoNELRg8tU1iexeivcigOgqcSk1H0xLS0NAIx0xRsb1FqbO2BToUyyCampqQgNDRWlD5zs7Gxcu3YNAwcOrPf3ecMdD4oLCgpQXV0NNzc3MSA4Ojo2yuHO1BWpMTej3sBEIKw3MIxetg85JTWTAA9HFcb28MS4nl4Y1NUNygZ8bl0DBZf+sYRgxZx1tnTJqS2DUnMPK0urY5YGdXxi4eTkZJQtbsu/szRLz7MrfN88PT0topbe1CmwurraqHTkZtdg6Y4dyHn+BQCA29Oz4frwwwCAzWmb8X9//h+ifKLw4YgPm7RvUsMRrVZrZO/dnJnEW8V0NcvBwUHcJ229j+acIC1t0sEz7jzbyeuL+Tlsy/Il6TVoyTKaOp1OXIM5OTlCCtQSEkRSB8Dc3FxUVFSIenrTBkBT9Ho9CgsLxe+blho2xPSquroa27dvx5gxY4zGXN7M115KNClINiE9PR1dunQR3fgcrVaLq1evYtCgQbV+p7q6WnScFhQUoKSkBI6OjqKEor4Lrj6HOz5YNNdgpjcw/H4xF7+e1WLXhRwUVfzdoOjhqMKDUZ3w2PAuDf480yWn6upq8aBtziWnhuyHNFssLQHgdVyW8NA3h6XUMZurJZROLCx1wJPW4fJ6QDc3N3EOWzM7JXUK5Ba8ppbTDaXiyBFkP/oYAMDlwQehfnYOAGDT1U1449AbiPaNxrLbljXLftdlXc0D+taadPBVH/63LCsrE30RlpxpNKeEwycdHh4erbrS0Zz1xa2JOUMmrvjA//atNRZWVFSIZ5o1lRpK6+m5VFxdDYBSGGNGTet5eXnQ6XRGpUWOjo61ruGqqirs3LkTY8eONXrWt7cgmcotTOAXUmVlpdEfXuq4ZzAYxAWZn5+PwsJCyOVyI81DOzu7OgdGaRbC1OEuJCSkxRpsFHIZRod5YnSYJ6r0Bvx5JR+/ntVi+7kc5JZWoaDsb6dBvYEht7QK3s51Z7ykNqdhYWGieeHy5ctISUkxylo0d/aWW6rygIQ3jHXp0sWqmrxsbW2NlsT5A+7EiRMAWu4BZ86+2MHBAZ6enujbt6/FlzBwpGUZISEhIvuYk5ODixcvimPi2cfmPCZztbH8wRIWFnZLS9hG5RYSa2qG5s9p2NjYwNfXF76+vkaB6pUrV5CSkiKW5VtC7YEHdTyrzU0VpKVolo5pWYE5xRFTXdvmpK76YmuyIedmOF5eXkaJIy6zyRsoeeKoORMw5qTu3Nzc4O3tjV69elnEqkBDuJkDIF+RNucAKHWvNBgMKC0tFc+iixcvisSd1LKc51et4TlxK1Am2YS8vDx4eHggPT1d6GkaDAZoNBqkpqbC3d0dBQUFqKyshIuLi1jecHV1rTOIkaooWKLDXZXegL2peQj2ckAX95pszb5LeXjshxMYFuyOu/r7Y2R3D9goGn4zSAcdaf2bt7d3kzJC0puey4tJs8XtzQxAWses1WqFxuutTDrMTc4sbYm4OamrjpVPOpryoOX12bzpjpcb8SXK5grq9Lm5uH7HOACA/W23wfs/ywAAyVeS8dbhtzDUdyg+uO2DZvmu+igvLzfKjnMDDp4db8q4xT+TB3X29vZGZRTt6aFrWrpUWFgo6tFvZvdc32fWVV9s7U2t5pDW0+fm5qK8vLxOXeGGIp0MajQaVFRUCPnTluqzaEt4A6C0r0QqdVjf2M+z/DzLzJ+9rq6uuHbtWrvPJFOQbAJfqj9//jwuXryInJwcdO7cGcXFxWCMQaFQwM3NDYGBgfXWTZmz9eQ1yR4eHhYfkHyy+wqW774qfvZwtEF8uB+mRvqhq0fjglxzguq8k9pc0xKHNxrwBzRvpOHn0BqyTM1BU+uYpc1GfAmO1/3dSpBjjdS3lF+fIoJ0KZ2fe16f3RSJsQbvr06H9KghAABV377w+3oVAEBn0KGiugIKuQIOytYtP+Dd8vx6qqqqqtX4Y476SmJ4drqjYNoEC6BWhs4cllxf3NqYyvRJs5z1TVQNBoOQmNRoNDAYDCJxY8mlKM2NtAGQq45IGwDri2uqq6uRlZWFjIwMERMplUqjZAtfRbf0hvSGQkGyhKysLGzatAmPPPKI6PS8++678cILL4hlMl6Dq9FoIJfL4e3tDR8fH7i4uBhp7t5qw50lcDW3DInHM7HueBZyS/9W/BjQ2RUf3t0HaofGD8y89ok3/tnY2IiAmXvW8wdIWVmZMKNozzqvjaW+OmZnZ2cUFBSIQIZnoPlDuCMFJPUhVSowbQpzcnIykv5qaDDY3FwbOQqG4mIoAwMRkLS+Vb6zodxs8uDo6CgCEt5cyYM6S2mubGvMySlKxzt7e3ujcwhYR31xa8Id6PhzV/rM4MmovLw88byRqg5ZS0lZS3OzBkA7OzuhbsWbF318fODt7Q0nJyejgPvixYs4cuQIvLy88Oabb7b1oTULHTpIrqqqwp49e/Drr7/il19+walTpxARESF0bbOysjBq1CjExcVh4sSJ8PLyEkFadXU1UlNTUVxcjMLCQuE84+bmBn9/f6uqi70ZOr0Buy/mIvFYJn5PzUVXDwdsmDVYnIvSqmo4qhq/dG0wGHDjxg3cuHEDRUVFtc4hPUxvjl6vR2ZmptE55KsdAQEB8PT0pIfpTdDpdMjMzERmZmatFaO2PIcZcfGovnYNcmdnBO7+rdW/vzFUVVUhKysLN27cQElJiTiH0j4NCkjqp7KyEpmZmcjKyhLnUKlUGp1DShLUT3l5ObKzs5GZmYmSkhqDLX4O+eovncP6KSsrQ3Z2trgOAYhssaurK7p06SLOIWMM58+fR1JSEpKTk3H69GkMGTIEM2bMwIwZM9ryMJoNqwmSP/74YyxduhRZWVkIDw/HRx99hMGDB9/SZ2ZmZmLgwIEYN24cYmJiMHbsWHh6egKo+eNfuHABiYmJWLduHY4dO4ZBgwahW7duyM/Px9GjR+Hq6or//ve/IiDmS4pcWNzHx6fFNDzbiuyiSmQXV6JfQI32crlOjzHL9iMy0BX3DvTH0GB3yOsZhMzVl/FZq0qlQnFxMbRarcje8RoxCpb/htdn8wxUWVmZaPy0tbUV55Br4VqLHnNrIi2/MLXQ5udQ6oDHM6CtWSaV9fAMVJ48CQDofPAAZDY2OKo9iq1pW9FD3QMJwQmtti/m4Mu2fFWDG75IzyFfETLtlCdqqK+UytbWVjTXSq9PWlWrDXdd1Gg0KCwsrPMcmq7u0jn8G65Fr9FokJ+fD2dnZ3h7e4tzmJaWhoSEBISEhKBXr16wtbXFsWPHcPXqVYwdOxYJCQmIjY1td5M5qwiSV69ejenTp+PTTz9FVFQUli1bhrVr1+L8+fPw9va+pc9mjNX5BzUYDDh69Ci2bt2K5ORkHDlyBCqVCpWVlejWrRvuvfdeTJs2DUFBQUYzK67yoNFoUF5eLoI9Ly+vdhfs7b6Qg1k/nRI/B3k4YPqQTojt5wt7G4VRXSxXA7lZpzJfyuX1d9wim5/D9tIQ0Bi4expf1pIaHZirw6vv4culjDoa5qTObmahLdUTvlXL48aimfMsyn//HQDQaduvUHh44OdLP2PJ0SUYFTAKi4cubrHvrgupdTjXf5ZqVJtbPZMqjtyqNF57oCn1xdL+jNzc3Fruie0pEdMQpM8IjUYjrKD5+GYuIcAVkfg/mUzWoHrw9kxZWZk4h0VFRULVw9vb2+g5q9frcejQIXz33XdITk5GQUEBFAoFFAoFxowZg0mTJiEmJgZdu3Ztu4NpIawiSI6KisKgQYOwfHmNDavBYEBgYCBmz56NBQsWtMh3VlRUICgoCGVlZRg7dixiYmIwbtw4dOnSBVlZWVi/fj0SExOxe/du9OzZE7GxsYiLi0PPnj2NHpzSG7mkpKTJnu6WzOWcUqw+cgPrjmeipFIPAHC1U2BskB2GelRCxaqMOmkbq3nJH7IajQYFBQVihtuegz3+IOUBnVTNw9PTs96GR3NYih5za9Lcphk6nU58Vm5uLuRyuZFaRnOXZOS8/n8oTU4GAPitXQNVcDDWpq7Fu8fexe2dbsfb0W836/fVBb92eICmUqnEtdPYIFeqsKLVao30uFtCHs1SMDVhAppeX8zrcPnYwFfj2kJTuDXhij/8ecpXbJtS516Xtj6/Fq1FOq+x8DHRXEzi7e1tNFGorq7GH3/8gaSkJGzYsAFlZWWYOHEiEhISEBMTA3t7exw7dgy//PILfvnlF+zbtw8JCQlYvXp1Gx5h82PxQXJVVRUcHBzwv//9D/Hx8eL1hx56CAUFBUhKSmqx7z5+/Dh69+5d583HGEN+fj6SkpKwbt06bNu2DZ07d0ZsbCzi4+MRHh5u9AApLy8XF2dhYSFcXV3h4+NTb3e9NcBvvPRMDdafyMKWSxXIrawZYL67tzvCu/k1WwBRVVUlgr3c3FyhCert7W31y2fc/psHI1z7+WZi8I2lOR/Yloa0nCcnJ6fF7Jd5yQu/FqWlLc3V3Je/7D8o+uYbAIDPfz+H3YABIkge02kMFkUvuuXvMAfP0vFj4wFEc7tCmtp189UOHvg0diJoadQ1MW1utzZTBZvmkOmzFPjKBc+6AxBJpuZ05TOnRmUpLq23Cr/PsrOzhdydp6en2VLGyspK/Pbbb1i/fj02b94MmUyGuLg4TJkyBWPGjKn3PBQVFSEzMxNhYWGtcVithsUHyTdu3EBAQAD27duH6Oho8foLL7yA3bt34+DBg224d8YUFRVh8+bNSExMxJYtW+Dp6YlJkyYhLi4OUVFRRjd0ZWWlCJil9T/Wkh3lGrT8H9fc9fDwgNrdAweuleF0ZjHm3N5N/M7ne9MQ5uOE20Lqr1tu7D7wB5FCoRAPIWtYxuXSWFL7Z2m2uDWCfqkes0ajEcEeH0Ct4eHAS1GkklDSpeiWDhJ4SRG/DgsLC+Hk5GSkONKUv2Phqq9R8GGN9bTnksVwHDsWqy+uxvvH38fYwLF4a8hbzXYMUnksbrMsVaNojaVoHqjwCTC/n62lpKCuEice1LXGuG5Ops/atND5io1GozFaueCKFK0xJvJxmfsaODs7G2WZreHZIs2687IoPq5Lx8SysjJs27YNSUlJ2Lp1K5ydnREXF4d//OMfGD58uMXfdy1Nxz76ZsbFxQX33HMP7rnnHpSVleHXX39FYmIi7r77btjZ2YmAefjw4bC1tUVgYCACAwNFBjE7OxuXL1+Gvb29kcSKJWRTzFmvckOUXr16wc3NzejGu6OnI+7o6SV+vlFYgY92XYGeMXTzdMCM6EBM7ucLVSMMSkxRKpXw8fGBj48PDAYD8vPzodFocPr0aej1ejEoWFLzpGldLM9YBAYGtknGQiaTQa1WQ61Wo3v37uIhn5GRgbNnz1pkHbNUd1cqt+jl5YXg4OBWv2dkMhkcHR3h6OiIrl27Gq0IpKWlQalUiuxoY4J2hcR1z/CX6x533JPh1o+Pr8qY1rn27NmzTTKQtra28Pf3h7+/v1Gm/uLFi6KBUlpSYAmYm2R6eHggICAA4eHhrX4/84kFd67j5UYajQbnz58XY7al1YObNo3xSWa3bt3a5H7mLp7BwcFC2zo3NxcnTpww8jxoTUnIm8GfgdnZ2UbulT179oS7u7v4W/Om5a1btyIpKQnbtm2Dn58f4uPjsWXLFkRFRVnMdWEJWHwmuS3LLZqLqqoq7Nq1C4mJiUhKSoJOp8PEiRMRFxeH0aNHG91k1dXVRpqEKpVKZJhbu05K6ueek5MDvV5vNDg0JiuRU1KFr/al43/Hboi6ZV8XW8yIDsTUSH84qJrXcrmoqEgs0fEHLM/otGaDhrnJBa+LtfSshCXVMUvti011dy256YY/uPh5lGou36wvoWz3bmifnQsAcP3XLLg98gh+vPAjlp1YhpjOMXgj6o1G7Yu5TKezs7ORPrQlTMjNIbVQ57rW/B5qbb1bay1XktaD86ZLUxOI1oTXxkpdA/mzzlIz3tISIZ5ldnR0FPd0W16LfDXVnA40Ywy5ubnYtGkTkpOTsWvXLoSEhGDKlClISEioVRpK/I3FB8lATePe4MGD8dFHHwGoefB07twZTz31VIs17rUU1dXV2Lt3LxITE7F+/XoUFhYiJiYGcXFxuOOOO+Dk5CS2begN0FxI7bP58n9zDwClldVYc/QGVu2/Bm1JjUGJm70Nlk/rg/6d3ZrhKMx8ZysPxtKALjc3t80fRs1BWwQGlhQYNQeNDVIrTpxA9oyZAADne++F+/PP4YcLP+A/J/6D8Z3H4/+i/u+m33krQbql0hYTptaqL24t2mLybknJi+ZCp9MZTTxuJZHUUBqaSGOMISsrC8nJyUhKSsIff/yB8PBwJCQkICEhAWFhYVZ33bYFVhEkr169Gg899BA+++wzDB48GMuWLcOaNWtw7tw5+Pj4tPXuNRmDwYBDhw7h559/xvr163H9+nWMHTsWsbGxuPPOO40ueGk5gUajEUspvJygqQOadCmJL/9LHdpaKqCrqjZg/YksfLkvDfllOux4Ziic7WpKIgyMNUvNsjnqWta7ldIW6bIml7mz1GXN5oB3hjd3HTO/xqVd+5a4xN5c8LIMXoPLyx24aoTh+nXcmFKjhew4YQI83/o3yqrLUKIrga3cFq62rg363KaWe1gD0vpRLhfJS29uRU/YEuqLW5O6ysButXFN+tziaiaWWAbXHEgnHtzuWfocMC1JbAy8NEqj0SAvLw8ODg4iMJZe44wxXL16FcnJyUhOTsahQ4cwZMgQkTHu2rUrBcaNxCqCZABYvny5MBOJiIjAhx9+iKioqLberWbDYDDg1KlTImA+f/48Ro4cibi4OEyaNAmenp5GN0JDi/JN4fVI0mxxWzYlVBsMuKQtQ5iPk9i/h785jh6+TnhkaGd4ObdcputWGkTqa5Dx8PBodwFdXdyqHrO1N2s1F1yVQ9o452lrC9fZTwMA7KKj4fPxcrO/a07qrjkaB62RW2nibA9NrM3BrTYU6/V6cS1aY0N1cyEtbzFtbm/IpL+hzf3mXO9GjBiBKVOmYMqUKfDz8+sw939LYDVBckfCnNtfdHQ04uLiMHnyZAQEBJg1L8nOzjYr78IDEf7gsGR5mxPXC3HvV0cBALZKOe4e4N/iwTJgXmqID+z84dqepZaai5stSwMQLm1cn5SXHDRF/7k9IiTYsrMhn3YPZIxB17kzFB+8L7KY0oCupSTorJ2GyAFaa31xa9IQaUrTTGd7kuZsDsytNtrZ2RmZaikUCiETm52dLUoDzcnE8qTa+vXrsWHDBly+fBljx47FlClTEBcX1+5c79oSCpItHMYY0tLSsG7dOqxbtw779u3DgAEDEBcXh9jY2Fpuf6WlpcK7vry8HAqFAnq9XgQiHh4eFl1DxxjD/sv5+Hj3FRy7XgSgdYNl4O9yAu5fX11dDblcDoPBADc3NxGItFfR/uaCByBZWVmidpSfL+5CaWmTNEvj2pixMOTnA97eyF30Fv7M/hPndecRqAxEpH2kWP6ngK5+TJUeCgsLoVAoYDAYYGtrKwKR9mqs01xITY40Gg3KysrEM8bR0RG+vr7w8fFpd+UozU11dbWYwPFeAblcDr1eDzc3N/j6+tZyDtTr9Th8+LAIjDUaDcaPH4+EhARMnDhRJCGI5oWCZCuCF+Kbc/sbNGgQTp06hR07dsDW1hazZ88WzU1lZWUoKSmp03LSEmGMYf+VfHz8m3Gw/P2M/ujl59xi32vO/pVPKkpKSlBWVnZT+1PC2OCAZ5ZcXFzEUi5vIKvPipcAridMhf7qVTBbW6S++Qb26fdhU9EmDHMZhji7OOFY15p6xtZGXQ2TDg4Owr0OgFHzX2Pc2zoKUitoXv/t6uoKW1tbVFdXC6tiaXkLncfaSFd/NRoNysvL4ebmBpVKhcrKSuTl5eGFF15Av379MHbsWLi7u2Pnzp1mXe9oMtLyUJBspVRWVmLr1q347LPPsHfvXhQXF0OlUqFv376YOXMmHnzwQaPMkmnDGq9v8vHxsej6WWmwXFRZjfWPD4ZC/lczYzM0+HE9Vh4Yl5aWwtXVVQz0po0/3DSCZ6PaczNPY+DnkQfGZWVlRla5pjV0HakpqjFImyK1Wi3c3/8ADleuAAC8du7A6sx1+DTlU8QFxWHhgIWidEUatPCAubmc8ayRxtQX8z4NntXjYwCdR/PnsS63NnNjgJubm9EY0JHPI1+d5Jba0sZ7ae9FcXExlixZgqSkJFy5cgUGgwF+fn6YMGEC/vWvf6F///4d9jy2BRQkWxk5OTl49NFHsX37djg5OWH8+PEYP348oqKisH//fqxbt+6mbn/S+rHc3Fw4Ojqa7ZS1JBhjKCjXQe1Qkymr0Okx7csjmNjHBw8M7tQoneXKykqjLKdcLm9S9sO0Ds/e3l4Eeh2hDo8ro/CmO+l5bEznenuT12osXFmA12nLZDIRoGHJElTs+g0AELBlM77J3YTPTn+G+G7xWDhgodHn8KY1fh5tbW2NdK3be8NUc9UXl5eXG40PvKG3o/Qe8P4Mfk9KlZQao45i7jy2phNmW1OfIpXp8dflejd16lT4+/tj+/bt2Lp1K3bu3Am1Wo177rkH7777bhseXceBgmQrQ6/X4/3338cdd9yBfv36mX3wSd3+Nm7cWMvtTxoEVldXi0AvJydH1OdZesPF/47ewKsbzwMAPBxVmHN7N0yJ8DWbWZZminizmDRb3BzNYly7lZ9HrmnN5bzaQ4AilTjiGWAnJychL9Yc14vUarw9N1LxchStVov8/HyhUevl5WU0Mcj991soSUwEAPj9+AO+0e/Bf0//F1O6TcGCAXVrxPOAkX+HVEvYNANozbS04Y05FRve9NyeGiS50g+/72xsbMT41RwTLNMmyoqKCiM1oPayemTaAC6TycTz1NTco6ioyKzr3dSpU+t0vauoqMDevXuRkZGBhx56qLUPr0NCQXI7h7v9/fzzz0hKSoJer8fEiRMRGxtby+2vPvMStVptUQGz3sCw+XQ2lv92BdfyKwAAffyd8WJMd0QEuoosJ68tBmCk6NGStZsGg0FkYjQaDQwGg9HSmjUFeqZBgk6nazVjFF56wK9HbvlrjXXMfKLGAzpejsKPpS7TgfzlH6Poq68AAN4rPsF3TifxxZkvkNAtAfMHzG/wd3Mbb15OwJfBra285VYlB2/1u00NOJp7ktia8AkGXwnjK4otLRvIGKulFMSVHqwxW98Ycw9zrnc8MCbXO8uEguQORH1uf+PGjTN6wPBAjwcojDFx40t94NuaKr0B3/95HZ/svorSqhq762h/Bf4RWAm1q7ORg1RbPMCkwZFGo0FFRYVQdrDURivTZVJLkLqzxjpmc1lxHlA1tByl6Lvvkf/++zW/u+gtfB+Yji/PfImpwVPxQv8XmrRf/O/Ls6/29vYiWLdEm3RTuTuehWxr/WJz5UbS5j9L1Pjm95BGoxESY3yC0Va9KXXpCUul+iwNnU5nVLLIS+18fHxqmXtw17vk5GTs3bsX4eHhwtyjR48eVjWx6ohQkNxBqcvtLy4uDhMmTKg1AzZnXuLj49OmmVGpJejlG1qsv8xwIBuI7uyIj+8NtzjlCWmgp9FoUFxcLBRH6ssmtsZ+8UCeNy9aesONpdYxl5eXi/PInbF4YNyU5f+SjZuQ++qrAAD1C8/jhz4FWHl2Jf4R/A883//5W95fqcUznwxLA/m2Ksvgq1r8bwxYdtmNVBpNulJgrnG1NZGuInDJNulqjKWOkXySzl3rLMGO3tTcw8nJSZRSmDYmp6WlCXMPcr2zbihIJsy6/Y0aNQqxsbFm3f6KiorEYGHOvKSlMLfcaTqAnskqgZu9DTqpawLOvNIqXMktw4DObi22X02loqJCZOr5oCt1VGrJgVTaLMbLUaRNd9ZUs9qWdczmlBG4lraXl9ctZ+fK//gDmr9c91wffRSymfeisKoQjjaO8LDzaI5DEJibLPFArzmO5Wa0dH1xa2I6WeLH0ho29Vxlgo/R3Aqaf78lZrjrQpoIycnJEZKHfJxq6Zpwbu7B1YxcXV3FGC1NanDXu+TkZCQlJSElJQUjRoxAQkICud5ZOe0uSI6NjcXx48eh0WigVqsxduxYLF68GP7+/mKbkydP4sknn8ShQ4fg5eWF2bNn44UXjJcu165di1deeQVXr15F9+7dsXjxYtx5553ifcYYXnvtNfz3v/9FQUEBhg0bhhUrVqB79+6tdqwtAXf74wHzsWPHMHToUMTGxiI2Nhb+/v5mzUs0Gg1KS0vh7u4uhPmbo5RAuhRnrib2ZtnXBevPIPlkNv4R6Yd5Y4Pham+ZwR9fvuMPVltbW7N1bU3FnHVxXc1i1kxr1DFLs5zcJKWlsq+Vp08j68HpAACnu+6Cx8K6m/WaGx7o8Umcg4ODUVlGc12T5uqLeQlNe7gmTcew6upqo+a/5sjmmip7cIUUSyuPuxW4vrA0SeLs/HdJnYuLS7McZ2lpqXC9KykpgVqtFmOx9G9Frnd/057jrnYXJH/wwQeIjo6Gn58fMjIy8NxzzwEA9u3bBwAoKipCaGgoxo4di4ULF+LUqVOYOXMmli1bhscee0xsO2LECLz99tuYNGkSfvjhByxevBhHjx5Fnz59AACLFy/G22+/ja+//hpBQUF45ZVXcOrUKZw5c6bddDw3xu0PqOnY57PuoqKiJpmXmGvqsLe3N8oWNzQzqDcwvLH5PNYezQQAeDjaYEFMd9zZ29uiB6/meuBJO8q5q5Ol1/o1J81Zx8x1xnnAyBuNWlpeTZeRgRuTYwEADnfcAa/F77TI99yM5qivBuquL7bU5f/mxjTQ48Ym/Fw2pmGO20XzutjmnlhbOqbN2Ywxo8lHQyfE5sw9eN+Il5eX0aS3Lte7KVOmYNKkSR3W9a49x13tLkg2JTk5GfHx8aisrISNjQ1WrFiBl156CVlZWeImWrBgAdavX49z584BAKZNm4bS0lJs3LhRfM6QIUMQERGBTz/9FIwx+Pv7Y968eeJiKCwshI+PD1atWoV77rmn9Q+0hanL7Y8HzD179jQalHkpgUajQUFBgQhOzDWImMoDVVZWimXe5pAHOpxWgNc3ncflnDIAwPBgd7xyZygC1ZYfJEqXTrVaLXQ6nVF5i2lwwrVy+YOjo2mT1oe55Xz+IDQNKqS1nDk5OUZGHa3ZKGgoLcW120YAAOwGDcKV/3sYx7TH0M+zH4b5DWuVfTCFB7qm9bd1KXVYW31xa1JZWWlU9sQd67y8vODu7l7r/ubZfT6utmaJliVjTubTxcXFKMtsen/zFSeNRoOqqqo6x9Xq6mrs27dPBMbkendz2lPc1a6D5Ly8PMyaNQsZGRnYu3cvAGD69OkoKirC+vXrxXa7du3C7bffjry8PKjVanTu3Blz587FnDlzxDavvfYa1q9fjxMnTuDy5csIDg7GsWPHEBERIbYZOXIkIiIi8J///KeVjrBtYIwhLy8PycnJWLduHbZt24YuXbpg8uTJiI+PryVlw003srOzhdSQWq2GUqlEUVER8vPzWzyYq6o24Mt96fhsTxqq9AbY28jx0d19MTTYvVm/pyWRZjx4/atarYaLi4sQrufBXF2OgUQN5jKjvMaRZ+ik2sItLRtYF4wxpA+JBnQ62HTvjnUv3YZvzn+De7vfizkRc1p9f8zBXSi1Wi0KCgrg6OgoVjxKSkqsvr64teATYn5NlpeXm72/+YSkMSt0HQ0++eDJAplMBg8PD9jb2wszKYPBYKTYJH3mVFZW4rfffkNSUhI2bdoEmUyG2NhYJCQk4Pbbb6fzXg/tLe6yngr+RjB//nwsX74cZWVlGDJkiNHMJCsrC0FBQUbb+/j4iPfUajWysrLEa9JtsrKyxHbS3zO3TXuGDzgzZszAjBkzUFRUhE2bNmHdunUYP368cPuLj4/H4MGDoVKp4OHhgcOHD8PW1hY6nQ7Xrl0DANjY2MDX1xcBAQEtukSoUsoxa0RXTOjtjdc3nsfVvDL09nduke9qKWQyGVxcXODg4ABnZ2dkZmYiLy8PeXl5AAB7e3sEBQXBz8/Poq3GLQGlUgkfHx+4urrC1dUVmZmZyM7OBlATmLq6usLf3x/e3t5tKtMnk8mgUKuh12hgKCgwet1ScHBwQOfOneHh4YGsrCxkZ2cjPT0dAKBQKODh4QE/Pz94enp26KzxzZDL5XB3d4darYaPjw8yMjLEqgcAqFQqBAQEwMfHp0M4KN4Ktra28Pf3h6+vL3JycnD9+nXhescYg6OjI65duwYHBwf07NkTcrm8Tte7NWvW4LbbbrOqhse2oL3GXVbxV1+wYAEWL15c7zZnz55Fjx49AADPP/88/vnPfyItLQ3/93//h+nTp2Pjxo0W9WBpT7i4uODee+/Fvffei7KyMvzyyy9Yt24dpk6dCgBwcnKCVquFk5MTnnvuOdxzzz2iqSE3NxfZ2dk4duwYlEqlmNm3VLapq4cDvpoegczCCtHExxjDjvM5uD3M06xjnyUglUXiTVSenp7o0qULXF1djXQ7r1y5AkdHR5FtakljAGuDZ+N5to4vy3p5eaFXr15wcHAQmdGMjAycO3euTcospMjd3KDXaKAvKABjhlb//rqoq764S5cuopaTv5+amoqUlBSjsgzKxv2NOV16T09P9OrVCx4eHsKIIicnB6dOnRKrHI2tv+0I8FWi7OxsI/fAbt26wdXVVWSSv/rqKyQmJsLGxgZubm7QaDQICAhAQkICNm/ejCFDhnToiQjFXTVYRZA8b948PPzww/Vu061bN/H/fOAIDQ1Fz549ERgYiAMHDiA6Ohq+vr4iY8ThP/v6+or/mttG+j5/zc/Pz2gb6TJAR6O6uhpHjhzBn3/+iRMnTqCkpAQ9evSAjY0Nyspq6oHPnTuHo0ePCrc/HhRLHxInTpxo0e5suUyGALe/6yaTT2ZjYdJZDOrihjcn90Bn97avVebLqzwwLi8vFw1OvXr1qlX3aWtri06dOqFTp05GDlCHDx+GjY2NOJcdMQMldQ3UarVCXSAwMNBsgOHk5AQnJycEBQUZ1TFfunSp3jrmlkLh5gYdAOh0kFfoWvz76qOu+uLu3bubrS92d3eHu7s7wsLCRBNlVlYWzp8/b9Vudc2B9D7Nzc2FUqmEl5cX+vbta/Y+9fHxgY+Pj6iXz8nJQXp6Os6cOSMmeh21xKouc4+BAwcaJQm4jOjOnTuRn58Pxhjc3Nzg6+sLpVKJ69ev49ixY/Dz84Nare7QZh8Ud9VgFUEyzzw0BYOhJvNSWVkJAIiOjsZLL70EnU4nula3bduGsLAwqNVqsc2OHTuMamO2bduG6OhoAEBQUBB8fX2xY8cO8ccpKirCwYMHMWvWrCbtZ3tg9erVePbZZzFhwgS8+OKLuOOOO+DuXlPzy93+fv75Zzz77LNm3f74TdajRw/RrHbmzBno9foWtXXWMwZ7GwUOpRVgymd/4tkxwbhvUECrZ5V5hoPX0SkUChGAmGviqQulUglfX1/4+voaTT5OnToFxliHaJri55I3RKlUKnh5eaF3796N0qk1nXzwAPH48eOQyWRGCg8tdS7lbm7i/1XF5QAAGVrv2jRteOQqCuHh4Y1a8XF0dISjoyO6du1q5FZ39OhRyOVycV225wZT6bnMzc2Fg4MDvL290bVr1wav+MhkMlEmFBwcbNSse+XKFSiVSqPmv/Z+LrmtNm9iDAkJgZOTk9iOMYbMzEyzrnfvv/++USB8+fJlbNmyBZs3b8arr76Ky5cv11re7yhQ3FVDu2rcO3jwIA4dOoThw4dDrVbj0qVLeOWVV5CdnY3Tp0/D1tYWhYWFCAsLw7hx4zB//nykpKRg5syZ+OCDD4ykSEaOHIl33nkHEydOxE8//YRFixbVkiJ55513jKRITp482a4k4BqLTqeDQqG4aQBiMBjw559/Cnvsm7n9cfOS7OxsVFZWii5kLy+vZqsTu5ZfjleSz+HPtAIAaJWssrmlf2dnZ5ERau4yCdOObn4u+WBoTQYipvAMET+XXO6NH19zZ9ekTVYtpcfMyXtnMYrXrAEA/PbKnfik+lc8EPYAZveb3WzfIaW19Yulqyb8XPJVE09PT6sfT7k0Jtcnb0k7dX4u+X3Az2V7kX3k6h7Z2dk3NffgrncbNmzAoUOHEBUVhfj4eEydOrVBrneVlZXtXpKwOWjvcVe7CpJPnTqFZ555BidOnEBpaSn8/Pwwfvx4vPzyywgICBDbSUWtPT09MXv2bMyfP9/os9auXYuXX35ZiFovWbLErKj1559/joKCAgwfPhyffPIJQkNDW+142wMGgwEnT55EYmIi1q1bhwsXLmDUqFGIi4vDxIkTa7n9lZSUiCCvtLTUSM/yVgMTA2P46XAG3tt+GeU6Pext5HhtYhhi+/k2x6EC+NtYgD/EuIMUz0a21qDMAyF+Lq2xa55nyaU60PxcNpdJQ0MwZzfenHXMBZ9+hsLPPwcA7J9zOz6w/x0Phj2Ip/o91Ry7D8By9IvNBehOTk5iP6yhvt6cCo27u7sYp1r7XEotnq3RQEg6ThUXF9dp7sGNsJKSkmq53sXHxxsZYRHNR3uPu9pVkExYN41x+wPqHjxvtSmIZ5UPpRXg64ciMbCL2y0dl9QcJS8vT5ijtLQRRWMw1V91dnY2ynZZysOFy7Px5Wpex2lJOtB8+bsheswNoein1chfsgQAYPPyPBSPHgC1nRre9t63tJ/m6ov5Ko2llOJYw98bMF5Z0Gg0RnrmlmLzzq3o+VgEwKj5zxL2ETBOhmRnZ4t+DB8fn1o9BNz1LikpCcnJybh8+TLGjBmDhISEDud6R7QMFCQTFglfLuMlGfv378eAAQNEwGzq9tcY85KGYGAMx64VYkBnN/Ha6RvF6OHrBIW8/kGXPzD5w4ibLfCHkaWLz5s6ebVFsxrHXGaxqQ5lbYGpHnNT6phLf/kFOQtfBACo5z4LlwceaPL+8FptXsfJ64utQb9YWkrQlisHHNNJBm825n9bS5j81oXUfINnu/nqBx+jWvs+b6i5B3e944Exud4RLQkFya3A1atX8eabb2Lnzp3IysqCv78/HnjgAbz00ktiVnz16tVaOoIAsH//fgwZMkT8bIne5i1NY93+qqqqxGArbei4FVeqtLwyTPn0ELp7O+LfsT3R3ds40OWBJW+6k8vlIihujG2vpaHX68WDVKvVQi6Xi6CquVVHOO21RrWpdczlBw9CM+tfAACXGTOgnt24Mgu+4tIa9cWtRWvXoHO4igL/XmuaZNQHt13nq1280dXT0xNqtbpFMvZSN1GNRlNvg7bU9W7jxo0oLS3FxIkTMWXKFIwfP97iEw/NAcURbQMFya3A1q1bsXr1atx7770ICQlBSkoKHn30UTz44IN49913Afx9cW/fvh29e/cWvytdqrNUb/PWROr2l5iYiO3bt6NLly6IjY1FXFxcLbc/nU4nMmc5OTmws7ODj49Po/WDd1/MxQuJZ1BcWQ0bhQyzbuuKaf3UKMjPq1U7ac4GtT0gzeTxh5p0SflWJgJStQM+yWjPageNqWOuOn8emffeBwAoGz8MBx6MRD+PfhjgPaDOz7aE+uLWpC41E16WcSuTOR5AajQa5Ofni/vc29u7XcqtSSUTc3JyRMaeT/pv5TliMBiQm5srJm0ymUwkMExVZ8j1zhiKI9oGCpLbiKVLl2LFihW4fPkygL8vblPLRSmW6m3elkjd/rZs2VLL7U8aXPGsKB+guch8Q81LbuSX4ZXkM9ifVgwACHBkeDTSBUNDfa06w9kUuOoIDx543WBjmiilZRSFhYXtfpJRH6Z1zPb29n8HzBUVuHHnRABARv9OeDYmCw/3eBiz+v4te2QN9cWthV6vNyrL4LrY/NpqyLXJs9R8AuPm5iaubWtXiGgMPGPPA2Z+nzZG31o67ubk5NRrGsVd75KTk7F161Y4OjoiLi4O//jHP8j1zgwUR7Q8dMW1EYWFhUJDWEpsbCwqKioQGhqKF154AbGxseK9/fv3Y+7cuUbbx8TECD/0K1euICsrC2PHjhXvu7q6IioqCvv372+XF3ddbn933XUX7OzsRMA8bNgw2NjYCEF+aUaDm5eYy2iUl5cbNd093E2Fwb5uWHm8GBmlery+txj3Vbrg5QkdJ0AGjLVaQ0JCxJJ+RkYGzp49a1aaSVpukJOTg4qKCqjVavj6+qJv374dapJhip2dXZ16zPLqanT5aztVcY3uqEwmq7O+ODw8HK6urhZdE9uSKBQKI811LrN47do1I+MNabmJVGpSo9GgoqICHh4e6NSpU7NL+lkTMpkMzs7OcHZ2RlBQUC19a2mNvbu7u8hWmlvB8/b2xoABA2qZexQVFWHLli1ISkrCtm3b4Ofnh/j4eGzatKnDu97dDIojWh4KktuA1NRUfPTRR2KJBKhx+XrvvfcwbNgwyOVy/Pzzz4iPj8f69evFBW6p3uaWgoODA6ZMmYIpU6agqqoKu3btws8//4wZM2ZAr9dj4sSJiIuLw6hRo2BnZycelNLauJSUFOj1etjZ2UGv16OyshJubm7w9PRE9+7d4ejoiNtkMtw1vArv7biEdcez4O5gGV3hbYmjoyOCgoIQFBQklqe1Wi0uXLgAW1tbKJVKVFRUiACmsQYpHQmlUmk0mSsoKECRnR1kFRWQ55cAAK5du4bfM38XJRr82uxI2feGIJPJ4OLiAhcXFyPjDe6gaGNjA5VKhcrKSmG0ExISYtV9BC2JSqWCn58f/Pz8YDAYRPPfpUuXcPLkSdEkXV5eLnpBgoODja5NxhhycnKwefNmJCUlYdeuXQgODsaUKVPw6quvIiIiggLjBkBxROtAo8At0FhvcwDIyMjA+PHjcdddd+HRRx8Vr3t6ehrN7gYNGoQbN25g6dKlRrNAomGoVCrExMQgJiYGn3zyiXD7mzNnDgoLCzF+/HjExsZi3LhxKCsrw/r167Fnzx7MmDFDDOZ6vR4ymQwqlQp2dnaws7MT77k7qvBWbE/cFemPnn5/uzuduF6Isio9orvVnt13FAwGg/gnfTAyxiCTyaBUKmFjY9OhSgCaikwmqzmHzs5ARQXsy/6ypWbG74vtiHrh155SqYRCoRDXJf8nvXaJ+pHL5bC3t4etrS1UKhVKS0thMBggl8vBGMPVq1fx5ZdfYtKkSRg3bhwKCgqwYcMGJCUlYe/evejXrx8SEhJqud51NCiOsGwoSL4FGuttfuPGDYwePRpDhw7F53+ZA9RHVFQUtm3bJn62VG9zS0epVGLUqFEYNWoU/vOf/+DgwYP4/PPP8cwzzyA/P19kkGJiYhAWFgY/Pz+xBMv1Oi9fvozTp0/X0uuMCPxbbkhvYPi/zRdwLqsEo0M98NzYEAR5Nl5+ztrgGSVeRlFWVibqk3v37i3KLXhDEC9xASAaoNpjc15TMVdf3NnJCQqtFnblesgMcnTu3Bm3hdwmlrRTU1Ph4OAgVkesxSiiNaiqqjKyL+b13v379xc1tXzZPycnB2lpaTh9+nSzGsK0J8rKypCdnW2kT+/j44M+ffqIkim9Xo9Dhw4hJycHjzzyCCoqKsAYQ3BwMO677z589dVXDXK96whQHGHZUJB8CzTG2zwjIwOjR4/GgAEDsHLlygYtJx0/ftzoIrVUb3NrYfv27aJTOjMzE2PGjEF4eDgKCwuxe/durF69GtnZ2UZuf7weLzg4WNTd8tpGU+enKr0BAzq74mJ2KXZdyMWe1DzcPcAfT47sCrVD+6ppNNX/BWqyGMHBwXUuVSsUCnHPcAUGjUaDc+fOQafTCfdESzI2aC14IMfVGWxtbeHl5SXqi7U/J6LiyhXIGYNTRU0Gub46Zl4r2lEnIOXl5aK+mFtBe3l5ITQ01GzAK62x52UZ/O9x6dIl2NnZWZwBUGtRl9OpuXptc653t912GyIjI6FQKPD777/jrbfewpYtWzBp0iTcdddd6NmzZxseXdtDcYRlQ+oWrUBGRgZGjRqFLl264OuvvzZ6YPFZ29dffw2VSoXIyEgAQGJiIl555RV88cUXmDFjBgDL9Ta3Fh588EE4Oztj0qRJGD16tFGXutTtb926dTh+/DiGDh2KuLg4TJ48uZbbH3eoy87OFg9hLi2XWWrAe9svYdeFXACAs60ST4zogvsGBcBWab3BCj9mrVaL/Pz8ZstcmnsIN5d7oiUjlYC7mX5xziuvonTTJgDAs48qMGHEo3i096NmP7epeszWTEteQ6ZW8gaDQTQGttcJnbSRMTs7G5WVlWLS5eXlZTQJbqzrnUajwZYtW7Bx40aMGDECs2fPbotDtDoojmgbKEhuBVatWiUuUFP46f/666+xePFipKWlQalUokePHnj++efxj3/8w2h7S/Q2b29I3f7WrVuH/fv3Y+DAgXW6/VVWVhot5/KGlasVdvhoTwbOZ9c0Wy2f1he3h3m21WE1Gu6CxYMDHnhwKa2mOBk2hLqygNwMxlqRuoo1Vr847/33Ufzd9wCA4nfnw3PICPg6+DboO6VmIvXpMVsb0tUIqQNfS65GmHOqc3NzE+ezpe6J1oAxhvz8/AaZexgMBhw6dMjI9S4mJgYJCQnketdCUBzRNlCQTBD1wBhDZmYm1q9fj3Xr1mH37t3o1auXMC8xbTjhjlzc0tnWzg6nShxxTGvAp/f93bV9LqsE3bwcoFJY1rItX7bnQQBjzMhGubWzZnXVk3p7e1uFlnJd+sX8fDZUQaFw5UoUfLQcAOC1dCkcxtzepP3h6g78fFpbHbO0rp2fz7asa+erK1wi0sHBQfx9rUGGz2AwiPOp0WiEtTY/n9L9J9c7oiNCQTJBNJD63P7i4+PRr1+/Wg+V3NxcZGdnIycnR5iXOKk9cdfXZ2CvUuCJ27oiPtwXNm0YLHMtaHNGFpb0oOfnk2uv8hpnc25dbUld9cXe3t5NPp/F69cj7403AQDuL74I539MveX9lNYxc8txS6xjlmru5ubmGpkAWeL1aVqn39gJUUvDJ258XKrP3KOyshK7d+/G+vXrjVzvpkyZgjFjxnS4pXei40FBMkE0Ee72l5iYiK1bt8LT0xOTJ09GXFycWbc/nrE5fFmDT08DhVU17wW42uGJEV0R28+nVYJlqVuedMmYP9CtISPELbJ5BsxgMIjA3tPTs9UDvMbUFzeFst9+g3buPABA+t3D4Pboo+jr0bc5dh2A5dUxSxvn8vLy4OjoKAI5a7CClpYqabValJWViVKltnDtq8vcw9yKTFlZmWhyJtc7oqNDQXIH5urVq3jzzTexc+dOZGVlwd/fHw888ABeeuklo4fiyZMn8eSTT+LQoUPw8vLC7Nmz8cILLxh91tq1a/HKK6+IGqfFixebrXH673//i4KCAgwbNgwrVqxA9+7dW+14WxKp29/GjRvNuv1xDAYDsrS5+P5AGn4+U4yiv6Rv/V1sMGtEEOIi/KBs5uyYdNmfNx9JrXqtufnInFtaYy2ym/KdTa0vbgoVJ04ge8ZMAMDmgTIon3m8zsa9W6Wt6pil31lUVCRcG6291heoGR/4ak1zNr3WB1/RyM7ONppo+Pj41DL3KC4uxpYtW5CcnIxt27bBx8cH8fHxmDp1aodzvaPnIiGFguQOzNatW7F69Wrce++9CAkJQUpKCh599FE8+OCDwsWnqKgIoaGhGDt2LBYuXIhTp05h5syZWLZsGR577DEANd2yI0aMwNtvv41Jkybhhx9+wOLFi2t1y7799ttG3bKnTp1ql92yVVVV2LlzJxITE5GUlGTW7Y9TVlWNr/dexjeHMlFYaYAMDEtvd0P/EH94enreUtZG6i7GbYv5g7k9y1iVlJSIrG5xcTHc3NxEsHUrGbzmqi9uCrr0dNyInwIA2NNLhpIFj+CJPk+02PdJaak6ZumKhkajQVlZmWi8a68qHEBNVlc6YeV1wJ6enrd8HVVUVIjJYkFBAVxcXETGWDrR4KVjmzZtquV6l5CQ0KFd7+i5SEihIJkwYunSpVixYgUuX74MAFixYgVeeuklZGVliYfWggULsH79epw7dw4AMG3aNJSWlmLjxo3ic4YMGYKIiAh8+umnYIzB398f8+bNw3PPPQegxnPex8cHq1atatde8NXV1cLtLykpqZbbH8/KlVXp8eOh60jLKcb03nbQaDQoLy/HVZ0zRvTwQ9cA35tme3lGiAdxJSUlIgPo6enZIW2L+bK9RqNBfn4+nJycRH1wQ5btW6K+uCkYiotxbeQoAMCJrjJk/N8/Matv62uW3modMy+T4X8TvV4vft+S6nZbC6kRj1arRXl5uViR8PT0bNCkrqysTATGRUVFYlLo7e1tFGgxxpCVlWXW9S4hIaFDu97dDHoudlw61ohE3JTCwkK4u/9tqbx//36MGDHCKKsTExODxYsXIz8/H2q1Gvv37zeywuTbrF+/HgBw5coVZGVlYezYseJ9V1dXREVFYf/+/e16MDB1+/vzzz/x888/4/XXX8djjz2GsWPHIjY2FnfeeSdmDu0sHlIhISE4n5GLZ746iU+OpiLa+wIm93BBry6+wrwE+LvWmWelqqur4eHhgc6dOwtXwI6MnZ0dAgMDERgYKJRHtFotrl69CltbW5G1lDYs1VVfHBIS0mYTDZmTE6BUANV6uJQzXEPb2CYrlUr4+PjAx8fHqI75/Pnzoo6ZS7Dxa0+v14sVDR5Ye3t7o1evXrUUFDoacrkcarUaarUaoaGh4trLzs7G+fPn4ejoKLL2UnfA0tJS4XpXWloKd3d3BAQEICIiopa5R1paGpKSkrBhwwb8+eefiIqKwpQpU/Dll1/WkrMkzEPPxY4LBcmEIDU1FR999JFYUgKArKwsBAUFGW3n4+Mj3lOr1cjKyhKvSbfJysoS20l/z9w2HQG5XI4hQ4ZgyJAhWLx4MU6ePInExEQsW7YM//rXvzBq1CjExcVh0qRJ8PDwQLlBia4eDricU4adN+T4LbMEg32vYrjnOYR62UMul6O8vBwqlQpeXl7o3bu3Rak8WBo2Njbw9/eHv7+/UenE8ePHAdQE1DqdDjqdDu7u7vD390d4eHiz1xc3BZlMBoWbG/Q5uXAu+1sXtS2Ry+Vwd3eHu7s7QkNDRZnLtWvXcPr0adjb/32N8kaxyMhIq5CaayscHR3h6OiIrl27imY7rVaLI0eOCJdFfo16enqia9eutXoKpK53ycnJOHXqFEaMGIH77rsPa9eurWWMRNQPPRc7NvQ0bYcsWLAAMpms3n98SYiTkZGB8ePH46677sKjj7ZMQxDxN3K5HBEREXjjjTdw8uRJnDx5EiNHjsTKlSsRHByMO++8Ewc2/YgVsQH4eFof9HSXw8CAA5nVePeUEu8e1SGrRA+DwQClUglbW1vY2dlRgNwEeHaOMQaDoSZDq1AooFQqLep8yt3UAACXMsBg0Lfx3hgjk8mgVCqhVCpFyQU/n/ycEo1DqVTCzs4Otra2UCqV4lzyazUxMRHff/89rl27BoPBgJMnT+KNN97AoEGDEB0djUOHDuHJJ59EZmYmtm/fjqeeegoBAQEdNkCm5yLRFCiT3A6ZN28eHn744Xq36datm/j/GzduYPTo0Rg6dCg+//xzo+18fX2RnZ1t9Br/mVth1rWN9H3+mtRDPjs7W3jDd2RkMhnCwsLw4osvYuHChUhLS8OaNWvw1Vdf4bnnnoNSqQRjDH1H3InO4x5GSqEtMssViBkZDZWcQavVIjMrC5cvX4a9vb3oYLcGqazWpK764vDwcFFfzOu6NRoNrly5gpSUFCOljLbMKivUaugAqPSAokLXZvvBkapgaDQalJSUCCvoPn36iHpYaR3zsWPHIJfLRQmBJekxWwJScw9u5mNamsLP+7Fjx/DNN9/g9ddfF7Xcw4cPx4svvojJkydbhdlOa0LPRaIpUJDcDuEPoIaQkZGB0aNHY8CAAVi5cmWtzFl0dDReeukl6HQ6saS3bds2hIWFQa1Wi2127NiBOXPmiN/btm0boqOjAQBBQUHw9fXFjh07xM1fVFSEgwcPYtas1m8+slRycnKwYcMGbNiwAb/++ivc3d0xffp02Nra4sKFC/hjzxYYctMQN/kfCBt0OxxUCshkMvj5+WHO5hvo5uGLGC8HlJYW4dChQ1CpVEamCx3xgWlaX+zs7Axvb+8664tlMhlcXFzg4uKCkJAQ0RSVmZmJc+fOCbWAttCTlru5if+fpL6tVb+bI5W+02g0qKyshKenJzp37gwvLy+zzaVNqWPuSPDSHx4YKxQKeHt7o2/fvrVUaLjrHa8xLikpQVxcHPz9/UXG+Pz589izZw8mT56MO+64wyLKhSwBei4STYHULTowGRkZGDVqFLp06YKvv/7aKKPDZ7mFhYUICwvDuHHjMH/+fKSkpGDmzJn44IMPjKRuRo4ciXfeeQcTJ07ETz/9hEWLFtWSunnnnXeMpG5OnjxJUjcS1q5di6VLl2Ly5MmYPHkywsPDjbRM8/LykJSUhHXr1hm5/fUdOQmv7CkWn9PLzwnT+vthiJ8NCvOMm6V8fHzatfyb1MRBqpncHPrFlZWVRhbZDg4OYhLi7Ozc4pOQvHcWo3jNGgCA7zdfw/ave6ulMZfdlCpSNDUTzBgTdcytqcdsCVRXV4trKScnB7a2tvDx8TFr7mHqegcAcXFxZl3vqqqqsHv3bmzYsAGbN2/GgQMH4Onp2erHZ83Qc5GQQkFyB2bVqlWYMWOG2fekl4VUNN3T0xOzZ8/G/PnzjbZfu3YtXn75ZSGavmTJErOi6Z9//jkKCgowfPhwfPLJJwgNDW2Zg2vnmLr9eYQOQKfR9yFLFYDqv0pAXeyUiA/3xX0D/eGIv/VTGWNCxszDw8PqA2ZToxQexLWkfnF1dbWRg5mNjY04py01CSn47HMUfvYZAMDrP8vgcFvLZZPb4vhMXfZaw3CjNeHlPtxeuz4Xwbpc76ZOnYoRI0Z0OKm81oSei4QUCpIJwsrhbn+JiYnYvH03HPqMgVPEBJQrajJxn9/XD8NDPAD8nWnl8lE6nc4oYLaWh29d9cVtYZTSUplWU4rXrkXe2+8AAErmPozeD8xuls/lmGbKufxYa2XKpZjTY7bGOmZTnW5e7uPt7W2UKee18Fu3bkVSUlIt17uoqCirOWaCaE9QkEwQ7Qju9vdzYiI2Hr4Eeef+GOOqQXxcHEaPHo2vDmYit7QKCRF+6OnrJJrUuHmJ1PHM0qyqeX2xVqtFYWGhCDj40rwlZBrN1ew21zkt270b2mdrdFdPxPZC7Ovf3vL+mhpRtGXNdV1I65g1Gg2qqqosuo65MeYe3PUuOTkZO3fuRHBwsAiMO7LrHUFYChQkE0Q7pZbbX3EJvB75HNWKGhevHr5OmBrhh4l9fODmYIOSkhIjpYK2VnWor77Y09PT4mv26lJ/4NnZxu5/1blzyLzvfgDAuWGBiPlofZP2iU+MtFqtMKKwBPWOhmCJdczm/s78nHp7e9cy9+Cud8nJydizZw/69euHKVOmYOrUqeR6RxAWBgXJhEXz1ltvYdOmTTh+/DhUKhUKCgpqbWPuofLjjz8aORb99ttvmDt3Lk6fPo3AwEC8/PLLteSAPv74YyxduhRZWVkIDw/HRx99hMGDBzf3IbUJBoMBBw4exKeJu7Dnhh4G/76QKWqymkq5DCNC3HH3gACM6F5TllFeXi5KMoqKiuDq6gofHx94eXk1yCq3qbRFfXFrUV5eLgL+goICODk5GS293yw40ufn4/qYGneutB7uGPHDtgZ9L8/E8sCYG1HwTKw1n9O2qmPmkw1+j1RUVBidU1Nzj7S0NCQnJyM5OdnI9S4hIaFDut7RuE5YCxQkExbNa6+9Bjc3N1y/fh1ffvllnYPpypUrMX78ePGam5ubyNRduXIFffr0wRNPPIFHHnlEyPJs2rQJMTExAIDVq1dj+vTp+PTTTxEVFYVly5Zh7dq1OH/+PLy9vVvlWFsLg8GAvYeO4aOk/TiSr4LBNQAAMNC5CO8/OAweHh7gg4JcJmtwXWVTsaT64taiqqpKNMbl5ubCzs5OZJjrCu4YY7gaPQTpJWVIcQRivl+HkJAQs58vlRXLycmBTCYTn99eraB5HTM/5uauY2aMicmGaT2/p6en0efX5Xo3ZcoUTJkypcO73tG4TlgLFCQTVsGqVaswZ86cOgfTdevWIT4+3uzvzp8/H5s2bUJKSop47Z577kFBQQG2bt0KAIiKisKgQYOwfPlyADWBZGBgIGbPno0FCxY0+/FYCowx/HLgFFZsOYL03/+HlD9+xbBhwxAx/h4cqO6GuAh/xIX7oquHA4DGdejXhzXUF7cWpjq5PLgzDWjz8vIwrV9f7MsvEL87duxYrFq1Cmq1GjqdTpxTLivWUXWyzdUx8xWJxtQxGwwG5OfnIzs7WzRl1qUMYzAYkJKSgvXr12PDhg24dOkSxowZg4SEBMTFxcHDw6ND/Q0aAo3rhKVDQTJhFdxsMPX390dlZSW6deuGJ554AjNmzBAPpBEjRqB///5YtmyZ+J2VK1dizpw5KCwsRFVVFRwcHPC///3PaEB+6KGHUFBQgKSkpBY+OsuALwsnJibiy5PlKPWNEO9191AhLrITYnr5IMDtbyc1qUxYfeYl1l5f3FpISyM0Gg30er1oUnvsscfw286d0EuGbIVCgejoaCxatAj5+fmNLuHoCDS2jrkucw9z8ncGgwGHDx8WgXF2djZiYmKQkJCASZMmkevdTaBxnbB0rLcYjSD+4o033sDtt98OBwcH/Prrr/jXv/6FkpISPP300wCArKws+Pj4GP2Oj48PioqKUF5ejvz8fOj1erPbnDt3rtWOo62RyWTo2rUr5s6diycqq7F2/3l8/dsZXC63w8XcKry7/TLe3X4Zoe42WDVzMNwcVPD19YWvr69RYHHs2DEoFAoR/JaVlSE3N1fUF4eEhFh9fXFLIZfL4e7uDnd3d4SFhaGoqAharRY7ftuNHTt21Nper9dj7969KC0txbBhw1q0XtxakclkcHZ2hrOzM7p162ZUx5yamgoHBwdxPZaUlCA3N1dM+CIjI2tN+My53k2cOBFLlizB+PHjLUYVxNqhcZ2wBOgpRbQ6CxYswOLFi+vd5uzZs+jRo0eDPu+VV14R/x8ZGYnS0lIsXbpUDKZE43GwVeKhUb3x0Kje0BZX4OeDl/DjHxeQVmaDM5eu4vbbnkHs5MmIj49HsWMn9PCtKZeorq7GtWvX4OHhgRs3boAxBrlcDrVajU6dOsHT07Nd1sO2BNUGhlPaamw+rcO67dfr3ba8vJwC5AZiZ2eHwMBA+Pj4IDs7GxkZGUhPTwdQM0nx9PREWloaIiMjRcBrzvUuNjYWn332WS3Xu44KjetEe4SCZKLJGAyGJgU88+bNq9WBbEq3bt2auFc1dWhvvvkmKisrYWtrC19fX2RnZxttk52dDRcXF9jb20OhUEChUJjdhtuQdmS8nO3wxNjeeGJsb2iKKnAhIwfpI52wbt06xNw5Ce4zP4fMxg7ISUX+8e0I95Tjk/cWoVevXnBwcBC6wefPn8fp06eNVADIIME8n/5+BV8fuIbCCj0AoNrJp97ti4qKcOnSJXh5ebW68Yc1UVlZKUpZeBOqj48P+vbtC3t7exQUFODq1at49tlnkZ+fj5CQEDg6OuLs2bNwcXFBXFwcVq9eTa53ZqBxnWiP0F1ONJqqqiqoVKomZwR5LWBLcfz4cajVaqH5Gh0djc2bNxtts23bNkRHRwMAVCoVBgwYgB07dojaNYPBgB07duCpp55qsf20Rrxd7ODp5A9FQRCCg4PhdykDxTlpsPXvAXh1h/qO7kgH8FRSGmIHAHf28UNndzXUajVCQ0NRVFQEjUaD1NRUpKSk1Cmb1ZFgjCHlRjG6edihpDAfGo0GFy/noLACcLGVY0x3Nab0j8CbV8Zi165d0Ov14ncVCgVGjRqF4cOHQ6vVIi0tDTY2NqIJsr2qgzSG8vJyaDQaZGdnCzlDb29v9OrVyyj7zhiDUqlEamoqoqKi8Msvv+DatWuwt7dHWVkZIiIiEBwcjM6dO1OAbAYa14n2CN3pRKP59ttv8c033+DLL780K0HV1AyzOdLT05GXl4f09HTo9XocP34cABASEgInJyfRLDNkyBDY2dlh27ZtWLRoEZ577jnxGU888QSWL1+OF154ATNnzsTOnTuxZs0asWwKAHPnzsVDDz2EgQMHYvDgwVi2bBlKS0sxY8aMZjmO9kJ+fj569uyJqqoqTJo0CW+/NA/jxo1DkV6J5GPXsHb/RVwuAq4WAx/+loYNGzZi9phQjB49GgobGzi7uMDV1RUhISHCgOHq1as4ffp0nQYM7ZWLmhIkn8jE5pRsZBbr8EgPA4Z0soe3tzceHdMbUyoVGNJNDeVf99KqVavw8MMPY/v27eIzRo8eLdQt/Pz8oNfrkZeXB61Wi5MnTwL4O3hpTotsS8ecMY6/vz/Cw8ONDFPMud5169YNU6ZMwauvvipc765fv44NGzYgKSkJCxYswLhx47Bx48Y2PELrxtLHdcYYfvzxR0RGRqJnz54tcg4I64DULYgmoVar8fXXXyM2NhZ6vR4KhQKMsWZf5n344Yfx9ddf13p9165dGDVqFLZu3YqFCxciNTUVjDGEhIRg1qxZePTRR40C9d9++w3PPvsszpw5g06dOuGVV16ptTS4fPlyITofERGBDz/8EFFRUc16PO2BAwcOYODAgXVm0zRFFfglJROr952HZ/pv2LHuexQXF2NgwuPQBAxHTG9fxPTxw6AubrBR1PyNGmrla83oDQwpN4qw61w2fj2jwdUCnXjPViHDUyMC8c/bgm/6Oampqbh06RKCg4Pr1EkGjHV9tVotKisr223mXuokeDOL9fpc7xISEtCzZ896x7GioiJcuXIF4eHhrXFo7RJrGNcfeeQRZGZm4rnnnsPo0aObNflDWA8UJBONprq6Gv/85z8hk8mwatUq8frSpUvx8ccfIykpiR4ghMBgMODgwYOYv+4M0uV/1wLayg0Y2s0dY3r64LbuHvByqsnwcfWB7OxsFBQUiLpRb29vODg4tNVhNImqagNsFDKUlJTg9JUbmLn+hnjPRg4M66bGpH5+GBXqCQdVy2V5uQwaD5i5RTYPIq1xIsJlBbnrHXcS9PHxqaWewhhDenq6MPcg1zviZhQXF2Pp0qVYu3YtTpw40SFWt4jaUJBMNAo+m16+fDlWrFiB06dP49q1a1iyZAl++OEHvP3225g5cybV7BG1qNDp8UeqFj/tOYs9lwtQAelDhyF5Ri8Ed/IxClaay7yktdAUV+JwWgEOpRXg4JU8eNgyPNZDD51OBw8PD/z7QDn83BwwKswLY3t4wsWubbK5vE5Xo9EYmbk0l4tiS8HNPfi+S809TF31uOtdcnIykpKScOrUKdx2221ISEhAfHw8AgICLO76IVofg8EAxpjZUiSDwYDg4GBMmzYNCxcuhKuraxvsIdGWUJBMNIlLly4hLi4O06dPx6+//gqdTodXX30VY8aMaetdI6wAg4HhxPUC/O+Ps/j1VAbyCwqQ9t9/YdiwYYiNjUWK80A4OTpgZHdPRHdTw83eBjqdzsi8xNbWVmSY29K0YctpDfZdzsOhq/lIz68wes9eKcPGmb3g7eXRYiVJt4p0IpKXlwc7OzsRMFuCGQavs+ZZcJlMJvZPrVabdb3jGePU1FSMGTMGU6dOJde7Dkhd9xsvETQlJycHnp6eAACdTgcbGxt89tlnWLlyJZ5//nlMnTq1xfeZsCyowIZoEsHBwZDJZFiwYAF69OiBxMTEZgmQ+azeWnjrrbcwdOhQODg4wM3Nzew26enpmDhxIhwcHODt7Y3nn38e1dXVRtv89ttv6N+/P2xtbRESEmJUxsL5+OOP0bVrV9jZ2SEqKgp//vlnCxxR6yCXyxDZWY237h2KQ4vuQsqyGbh48SJiY2Pxc9JG7Difh+ST2Zj382kMW7oXd/33MD76PR1Xy23Ro3cfjBo1CqGhoaisrMTRo0exZ88enDt3Dnl5eS12/ZRWVePPq/n44dDfmsU6nQ4/HLiCn49lIj2/AjIA3dQ2uDvCCx/e1Rs75gyDn6+3eCBbYoCmUqkQEBCAyMhIjBw5EiEhIaioqBDn9ezZs8jNzYXBYGi1faqurkZWVhZOnjyJ3bt349y5c7CxsUFERARGjBiBnj17Cltog8GAP//8Ey+++CLCw8MxduxYXLhwAQsXLkR2djY2bdqEf/7zn/D09LTI898S0LgEnD9/3ujvLX22SAPkvLw8zJw5E05OTpg6dSpWrFgB4O97NT4+Hm5ubvjll19ace8JS4HWxIlGwWfm165dQ69evRAWFobly5ffdPu64OUb+fn5UKlUFr3Ua46qqircddddiI6Oxpdfflnrfb1ej4kTJ8LX1xf79u1DZmYmpk+fDhsbGyxatAgAcOXKFUycOBFPPPEEvv/+e+zYsQOPPPII/Pz8EBMTAwBYvXo15s6di08//RRRUVFYtmwZYmJicP78eXh7e7fqMbcEdiqlcPub/fQz2HokFd9sP4Ljmmro7D1wOrMYpzOL8cUf6bg91APL7+kn6mkrdHqUFtU0qHFFB55pdHd3b1Kzjd7AcDW3DCczinAiowgnrhfhoqYEhr/i7z6uOuiK85Cfn49wNzt0dXXG0O4+GBbqCxd7622IUyqV8PHxgY+Pj1Fpw+nTp6HX60XjX0s4Jup0OqPSGnv7GqWPgQMH1tJ+rsv1bvHixZgwYYLVjSPNTUcfl1avXo01a9bgs88+E5lhPg5UVVXh22+/RWpqKu6++25RxrVhwwZs2rQJTz75JG677Tb06dMHQI1DX0REBI4cOSIaZomOA5VbEI2CB70bN27Eiy++iAULFuC+++6rc/mKw7VdTbfhn/f+++9j/vz5eP755/HKK6/Ucg+zxGVqKatWrcKcOXNQUFBg9PqWLVswadIk3LhxQ9ijfvrpp5g/fz60Wi1UKhXmz5+PTZs2ISUlRfzePffcg4KCAmzduhVAjZD+oEGDxITEYDAgMDAQs2fPxoIFC1rnINsAxhjOp2fh03W78Nu5LOQqPWF3ZS8S+qgRFxcH98DumPzpIfT2c0ZkoCv6+jvD34FBWZGPHK0Wer1e1KzWJYFWbTDgsrYMXTzsYausef+dXy7im4O1Xe7c7WTo7KjH/X2c0KerL7y9vTuE0x1jTGhcazQaVFRUCMk+Ly+vJjc1mZp7ODk5iRIa00CXu94lJSVh06ZNYIwhNjYWCQkJ5HpXBx1tXOJJl/nz5+Pq1atYvXo1qqurIZfL8euvv6KwsBA7d+7E3r17oVarcfz4cfTq1Quff/45IiIiAAA9e/ZETEwMFi9eLOQCv/32W3zyySd47733MHTo0FY/LqLtoEwy0Sh4oJqSkgKDwYBx48YBQK2GGZlMhgMHDuD69ev1ZnZkMhmqq6tx5swZ2Nra4rvvvsOLL74o3i8sLERZWRn8/PwsPlA2x/79+9G3b1/xIAKAmJgYzJo1C6dPn0ZkZCT279+PsWPHGv1eTEwM5syZA6Am83HkyBEsXLhQvC+XyzF27Fjs37+/VY6jrZDJZOjRxQ/L5twHoOZ6SN6oRPL6dYiJiYFHZAwwdAaOXy/C8etF4vfsbRTo7u2AhwZ4w9a2EhcuXEBWUSXyZC5wdHaBQWmHy7kVOJNZjAuaUlRWG/D9jP6IDKxpzAn1cYSdUo5uaiUCHfToZK9DRCc39Ojie0tBobUik8ng6uoKV1dXdO/eXWhcX79+HWfPnhUGHQ2ZNJg2DdZl7gHUSANu374dSUlJ2LJlCxwdHREXF4effvqJXO9uAWscl3g+r75nAC+/sbOzg5OTEwCIa+T1119HWloapkyZgiNHjkCpVOLOO+/EtWvXjBry7r//fqxatQrz5s1DYGAgAGDQoEE4f/483N3dm/24CMuGRhii0Vy9ehU7d+5EWFgYPD09awWv/P9LS0uxZMkS/POf/4Svry+2bNliZEvKf+/48ePQarUYOHAgrl+/jpKSEjHAbdiwAdOnT0dxcbFVLqFmZWUZPYgAiJ+zsrLq3aaoqAjl5eXIz8+HXq83u825c+dacO8tD1dXVzx4/3148P77UFZWhq1bf8EPyRux5+x1qAJ6Qd2tL8pVapTr9DiZUQx5dGd0794ZISEhWHckHcs2XwZQUutzHVUKZBdVIDe3GhqNBq4FGiwdYoC3l0uLlRdYM46OjggKCkJQUJCQ7NNoNLh48aJZBRIeVGdnZwv5OV9fX/Tr18/I3AOo0SHeunUrkpKSsG3bNvj4+CA+Ph6bNm3CkCFDOowhSktijeOSaX0xALOlVHK5HCdOnBCmRzY2NpDJZLj33nvxyiuvYPDgwWLV4bHHHsOCBQtw5coVBAUFAQCmT5+OV199FWfOnBFBcpcuXWAwGFBaWtrsx0VYNjTqE43GwcEBffr0Qd++fQHUDFjmHlxjxozBwYMHcebMGSQlJYkBx5RDhw5Bo9HgwQcfxA8//IBff/0V06dPR2lpKX7//XdERkbC0dHRqKRDr9dDLpe3SGZ5wYIFWLx4cb3bnD17Fj169Gj27yYajoODAxISpiAhYQqqqqqwY8cOJCYmIil5A5izFwaNiUPhpSpUBo+Cra0tfNXOGNDZFQqZDA42MnjaGuCpKIeHvAz+LjIYslKQkqOEt7c3Ivr2qaWcQJjHzs4OgYGBCAwMFAok2dnZuHLlChQKhVgt8vDwQOfOnc2ae9Tlevfyyy8jMjKS/g6gcSk/Px+zZs3CggULRGmEKfwZ4erqipSUFKhUKvHasGHDEBgYiNzcXLF9TEwM5s2bh2PHjmHUqFGQy+Xo3Lkzunfvju3bt2PUqJqx4/z58xgyZIjVrWQStw4FyUSj8fb2xvvvvy9+ri+zI5PJ0Lt3b/Tu3dvse4wxHD16FC4uLnjkkUfw4YcfoqKiRkYrKysLW7Zswdy5c8X2pt/ZEiUY8+bNq+XaZIo0I14fvr6+tbq9s7OzxXv8v/w16TYuLi6wt7eHQqGAQqEwuw3/jI6OSqXChAkTMGHCBKxYUY29e/fif//7H1557mnMKS7G+PHjERsbi0/vugNFRUVYu3YtfvvtN8yaNQv29vawt7eHTqdDcXExiouLxWvWZl7SljDGUFpaiuLiYpSUlEAul4tMcnFxMU6dOoUlS5YgPj4eEydORHFxsZHrXd++fZGQkIB33333pq53HZGOOC4ZDAbIZDLIZDKo1Wrs2LEDERERMBgM+O677zB27Fjceeed4jnAJ1MjRozAggULwBgTrw0cOBABAQE4d+4cSktL4ejoCGdnZ/Tv3x8HDx5EVlYW/P39AQB33HEHfvrpJ8ybNw++vr4oKCgQjn1Ex4KCZKLRMMaMBp+mfoZMJsOZM2dw+fJlDBgwACqVCsOGDcOuXbvw2GOP4cyZM8jIyMD9998PoGYZ7cCBA9i0aRPUajUeeOABsx3UdQXODQ2ovby84OXl1eRjkxIdHY233noLGo1G7Ou2bdvg4uKCXr16iW02b95s9Hvbtm1DdHQ0gJoAcMCAAdixYwfi4+MB1Dw8duzYgaeeeqpZ9rM9oVQqMWrUKIwaNQoffvghDh48iJUrV+KZZ55BXl4eDAYD/Pz8EBsbi8jISNH9DtTUWfJ62dTUVFE64OPjA0dHRwrcTDAYDCgoKBCudwaDAV5eXggLCzMy9zAYDDhx4gS2bNmCp59+Go888oiwG37ggQfwxRdfkOvdTego4xJjTKxOSp8xubm5sLGxwb///W+88cYbmDBhgghq+XXD/zto0CAUFBTg4MGDGDJkiMgmR0VFYc+ePThz5gwGDRoEoEbibcGCBTh9+rT4vDfeeAPPPfecCPaDg4OxYMECWtHogFCQTDQaPrO/FaTNfaWlpaJj2MfHB7t37wYAJCcnIzQ0FN7e3igpKcH333+Pf/3rX5g8eTKuX7+OpUuX4r333sN9991Xa/+AGpkovtwrfb05SU9PR15eHtLT06HX63H8+HEAQEhICJycnDBu3Dj06tULDz74IJYsWYKsrCy8/PLLePLJJ0Ut5hNPPIHly5fjhRdewMyZM7Fz506sWbMGmzZtEt8zd+5cPPTQQxg4cCAGDx6MZcuWobS0FDNmzGj2Y2ovnDp1CuvWrcP69etx6tQpjBw5EgMHDkRxcTF2796NlStX4urVq4iLi8PEiRPh4eEBlUqFTp06oVOnTkbmJVevXrU4k422wmAwIDc3t5a5R58+tUtUzLneDR8+HP379xcB1b///W/s27cP8fHxiIuLg5+fXxseXfvAmsclmUwmJlc7duzAvn37MHHiRPj7+6NLly44dOgQDh8+XG9Wt2fPnoiOjsbHH3+MQYMGic+LiYnBL7/8giNHjoggefLkyUhMTDRKuLi7uxs16XXq1An33HNPk4+JsGIYQbQhTz31FIuJiWFarZYxxtiaNWtYZGQk27lzJ+vZsyd77bXXGGOMrVq1ivXr10/8zBhjL774IuvTpw8rKChgjDGm1+vZJ598woqLi2t9z9y5c9np06cZY4wZDAbGGGPV1dW3vP8PPfQQA1Dr365du8Q2V69eZRMmTGD29vbM09OTzZs3j+l0OqPP2bVrF4uIiGAqlYp169aNrVy5stZ3ffTRR6xz585MpVKxwYMHswMHDtzy/rdnRo8ezRISEti3337L8vLyjN4zGAzs7Nmz7K233mIDBgxgSqWSjRw5kr333nvs4sWLrKSkhJWWlop/RUVF7PLly+zAgQNs48aNbOvWrezo0aPs+vXrtbZtj/8KCwvZ5cuX2f79+9mGDRvE8WdkZNQ6/uLiYrZ//362YMEC1qtXL6ZSqdiECRPYF198wTQajbj/OKmpqey9995jw4cPZ6+++mprXiLtFksZlwwGA9Pr9Wb3sbq6us4x+OOPP2YBAQHM19eXTZs2jX399desoqKCMcZYQEAAW7JkyU3PwcaNG5mfnx/bsmWLeE2n07G+ffuyxx57jFVWVt70MwiCdJKJNuPs2bO4//77MXjwYHz66acAgIyMDHTt2hXvvvsu5s6di9TUVAQFBSE+Ph4ODg5YsmQJOnXqBACipvSDDz7A+PHjsXXrVtx555146aWXcO3aNXh5eWHWrFmws7NDp06dcPjwYfTv31/Yjb711ltIS0vDv//973ZhyEEYwxpYXsMYw9WrV5GYmIj169fjwIEDGDhwIGJjYxEbG4uuXbvW6qznNskajQYymQxeXl7w8fFpV81+dZl7eHt71zL3MBgMOHz4MNavX48NGzYgKysLMTExSEhIwKRJk+Dq6trgv0VHzdC3F5ikXMLce0D9q3oZGRmYNm0a4uPj8dxzzwGAkeLR448/jhMnTmDPnj1GDaDmePTRR3H16lV89913QoXj6NGj6NmzZy25Qa6xTBBS6Iog2ozAwEDMmTMH//jHP8RrMpkMAwcOxNtvv42ePXsiKCgIeXl5yMjIQI8ePYyWYp2cnJCZmSmaq3j93NmzZ9G/f3+Ul5fjmWeeQadOneDu7o6cnBwAgI2NDUpLS5GSkoL09HSo1epWPGqitWhosCWTyRAUFIR58+bh999/R1paGh588EHs2LEDkZGRGDZsGBYvXoxz586JWnxPT0/06tULI0aMQN++fSGXy3H69Gns3r0bKSkp0Gg0wkDHmqisrMT169dx9OhR7N69G+np6XBxcUFUVBSGDh2KkJAQUWpSXV2N33//HfPmzUOPHj0QHx8PrVaLxYsXQ6PRIDExEQ888ADc3Nwa9bcgrBtpucShQ4fw2GOPCb1lXqpXVVWFb775BuPHj8eYMWOwYsUKXLt2DQCwd+9e5Ofno2/fvmCM4dKlS0YB7bRp03D06FGkp6fXaUHPX1+0aBFsbW0xd+5cXL9eYw7Uv39/s1reFCAT5qCaZKLNcHJywvTp08XPBoMB/v7+8PHxwcGDBzF79mzxupubG0pKSoxULQ4dOgS9Xo8RI0YAAH799Vfcfffd+Pzzz+Hi4gKDwYCqqir07t0bNjY2mDp1Kuzt7bF161bo9XpkZGRg4sSJIhvRkrJyhHUgk8ng7++Pf/3rX5g1axby8vKQlJSExMRELF68GEFBQYiNjUVcXBz69esHuVwu6hfDwsKEK92FCxdQWVkJT09P+Pj4wNPT02J1lsvLy6HVapGdnY3CwkK4uNRoQ5vLtlVVVWH37t1Yv369kevdZ599Rq53BADgzz//xEcffYQNGzZAr9dj7NixmDNnjlglSE9Px6uvvopjx44hNjYWcrkcn3/+OTZu3IhNmzYhKioKAwYMQHx8PHr16oUuXbrg3LlzuP322/H222/j9ttvh5ubG9auXStc/bgpDc8Gc+UkLy8vfPTRR/jxxx+xb98+3H333W18dghrwzJHbaLDIF1e5TP5lStX4vvvv8ddd90FAPD09ETnzp2xb98+MRhu27YN3333HeLi4gDUdF2XlZXh7rvvhouLi8j4ZWZmIi0tTSyh79+/H71798aXX34JhUKBLl264MKFCwgNDSWTAsIImUwGDw8PzJw5EzNnzkRRURE2btyIdetq3P48PT1FwMybg7grXUhICEpKSqDRaHDlyhWkpKTAw8Pjlm2cmwtu7qHRaFBcXCzMPfr27Vsr0OWud8nJydi8eTO53hF1kpycjPvuuw89e/bEli1bEBERUWuiJZfLMXDgQCxbtgxubm4AgN69e+Oee+7B2bNn0bNnT7z77ruiITsvLw83btzAf/7zH3Tv3h3PPPMM7r//fqxYsUKs3MyYMQNvvPGGUTaYP1eCgoKwYMECSn4QTaPVq6AJogmcO3eORUZGspCQEPbwww8zDw8PNm3aNHbmzBnGGGOPP/44Gz16NDt//jxjjIlmkQ8++ID5+/sbNW5VVlay+++/n3l7e7P777+fDRgwgLm5ubHly5fXaiqSwt+7ceOG+F5rpUuXLrWaet5++22jbU6cOMGGDx/ObG1tWadOndjixYtrfc6aNWtYWFgYs7W1ZX369GGbNm1qrUNoU0pLS9nPP//MHnjgAaZWq5m/vz977LHH2ObNm1lhYWGtxjeNRsNSUlLYzp07WVJSEvv999/ZuXPnWG5ubqs03pWUlLCsrCx28uRJtm3bNpaUlMT27t3LLly4wPLz82ttn5mZyVauXMni4+OZo6MjCwoKYs8++yzbu3dvszS8tifoXvp7bExJSWExMTHsueeeq3f7qqoqlp2dzV555RXWrVs35unpyWQyGfu///s/s9tnZWWxvn37sjfffJMxxlhhYSH76quv2DPPPMO2bdvWvAdDEBIoSCYsEnPBakVFBVu5ciV7/PHH2ddff81KS0vFe3379mUvvvgiKysrM/r96Oho9s9//tPotSNHjrB+/fqxmJgYlpKSwgwGA1u0aBELDQ1lOTk59e5PXl4emzx5Mrv33ntZenp68x1wK9OlSxf2xhtvsMzMTPGvpKREvF9YWMh8fHzY/fffz1JSUtiPP/7I7O3t2WeffSa2+eOPP5hCoWBLlixhZ86cYS+//DKzsbFhp06daotDajMqKirY5s2b2SOPPMK8vLyYp6cne+ihh1hiYiLLy8urFYDm5OSws2fPst9++40lJSWxXbt2sdOnTzOtVtvsgXFGRgY7duwY++WXX9iGDRvY/v372aVLl2oF8iUlJSw9PZ2tWLGCTZgwgdna2rKePXuyF198kR0+fLhOhQKC7iUp5eXlbN68eWzIkCHitTVr1rAJEyaw2NhYduPGDcZYzT3zyCOPsBEjRgj1maeeeoqFh4ez8vJyVl5ezn7++We2f/9+9u2337IJEyawMWPG1Dk+E0RLQUEyYRXUl+E9ePAgs7W1Zd9//73R63l5eUylUrFff/3V6DM+/PBDNmjQILZ9+3axbWJiIuvevbuRRJK5fZgxYwYbP368kJ1jjFllANGlSxf2wQcf1Pn+J598wtRqtZFM0vz581lYWJj4+e6772YTJ040+r2oqCj2+OOPN/v+Wgs6nY7t2rWLPfnkk6xTp07M1dWVTZs2jX3//fdMo9HUCmTz8vLY+fPn2Z49e1hSUhLbsWMHO3XqFMvOzm5SYFxcXMyuXbvGjhw5wrZs2cI2btzIDh48yK5cucKKiopqBcapqals2bJlbPTo0UypVLLIyEj2xhtvsNOnT9d7zxF/017upfrk2hrDd999x7p168b69u3L1Go1Cw0NZU899RQ7dOiQWIXYtm0bU6lUbM+ePYyxmszyAw88wJycnNiJEycYY4y98MILLDw8nAUHB7M5c+awS5cumd1nuk6JloTaOQmrgNeTsb/c/jiMMQwePBj79u3D6NGjAUCoCpw8eRIGg0FIxslkMuj1ehw7dgze3t6IiooSn5OZmQm1Wi1khpiZrukVK1Zg586dePvtt+Hq6iq24XVwBoOhzm5rS+Sdd96Bh4cHIiMjsXTpUlRXV4v39u/fjxEjRhjVzsbExOD8+fPIz88X2/Cudek2+/fvb50DsEC429/y5cuRlpaGLVu2oFOnTnj11VfRtWtX3Hffffjpp59QWFgIxhhsbW3RqVMn9O/fHyNHjkTnzp1RVFSEgwcPYt++fUhNTUVRUVG915XBYIBWq8Xp06fx+++/49SpUzAYDOjduzdGjhyJPn36wNvbGwqFAowxpKWl4cMPP8S4cePQo0cPrFmzBhMmTMD58+dx5MgRvPLKK+jVqxfVcDaC9nAvcVvnqqqqJv0+v0b79euHzp07Q6lU4siRIzhx4gQ++ugjDBw4UPR9qNVq6HQ68fPhw4dRUlKC0tJS/PzzzwCAp59+Glu3bkVqaio++OADs5bbzWFsRRD1QR0XhFVhOiDyn/v37y9e4wNvp06dMGTIEDzzzDNYuHAhRo8eLWTfBg8eLALi8vJynDp1Ck5OToiMjDT6XPZXY+GpU6fwn//8B48++igiIiJQXV0NpVKJEydOwM/PD97e3lYlIfT000+jf//+cHd3x759+7Bw4UJkZmbi/fffBwBkZWUhKCjI6He4zmhWVhbUajWysrLEa9JtsrKyWucgLBy5XI7o6GhER0djyZIlOHHiBBITE/H+++9j1qxZGD16tJHbn42NDfz9/eHv7w+9Xi/c/g4fPgwbGxuhUezm5gaDwSDez8nJgVKphLe3N8LDw2tJrjHGcPHiRSQlJQnXu9tuuw333HMPVq9ejYCAAAo0bgFrvJf4uMZMdKmnTZsGf39/LF26tM6GTJ6EMG105p/TrVs39OvXD4cPHxbHbTAYjALaAQMGYPTo0Zg+fTrkcjlyc3Px2WefYf78+QgODgYABAQEiH1lfzViE0RrQ0Ey0W4JDg7Gp59+iqVLl2L27NnYtm0b/vjjD2RnZ2PkyJFiu7Nnz+L8+fOIioqCQqEwEpXng/qOHTtQUVGBWbNmAfg7a3LPPfcgODgYU6ZMQVZWFu666y6EhoYaPXxM7bEBoKKiotnlshYsWIDFixfXu83Zs2fRo0cPzJ07V7zWr18/qFQqPP7443j77beFLS3RfMjlckRGRiIyMhJvvPEGzp8/j8TERHz55Zd4+umnMWzYMMTFxWHy5Mnw8/ODQqGAj48PfHx8hA10VlYWjh07BoPBAABQqVTw9fVF//79a9lkGwwGpKSkICkpCcnJyUhNTcWYMWPw5JNPIjY2Fp6enhQY10N7v5dkMhny8vKE9TI3yNmzZw8++eQTKJXKOs01eHBcVlYGpVJZS6nF0dERkZGR+OWXX7Bv3z4MHTpUfM7Fixdx7do13H777fj222+xe/du5Ofn4x//+Eedhk6ULSbaEgqSiXZN7969sWrVKvFzYGAgBg8ebFRqcezYMZSUlOCOO+4w+xlZWVlCQs7d3R16vR42NjaoqKjA5cuXkZeXh8jISBw9ehSLFy/G+vXrcfvtt0Oj0cDb27tWRqaoqAjz58/HgAED8MgjjzTbsc6bNw8PP/xwvduYW7IEgKioKFRXV+Pq1asICwuDr68vsrOzjbbhP/v6+or/mtuGv0+YRyaToUePHnjxxRexcOFC4fb3888/4/nnn8egQYOE259KpcKaNWuwceNGzJw5E926dRMa4Hl5efjuu+9w7tw5xMfHY/LkyTh79qwIjLnr3cKFCxvleke0/3tp0aJFWLFiBZ555hk888wzsLGxwYYNG2BnZ4cxY8bUGSBXVFTgq6++wrfffouDBw/i999/x/Dhw8X7PDnQr18/+Pv7Y9u2bejevTs++OADJCYm4sKFC4iPj8ftt98Of39/3HvvveJ3yfGOsEhauQaaIFoVg8FQr2SVTqdjjzzyCOvduzcrLy83u83Vq1dZ79692ccff8wYY2K7VatWMQcHB7Z27VrGWE3H9qRJk9jYsWPZ0qVL2e233878/f3Zu+++K/aB/3fatGnsxRdfZIxZRuPfd999x+RyuZDK481GVVVVYpuFCxfWajaaNGmS0edER0d36Ma9W8FgMLCMjAz25ptvstDQUCaTyRgA5u3tzWbMmMHOnj1bq/Hu119/ZePGjWMODg5MJpMxGxsbNnToUPbNN9+w4uLitj6kDok13EtFRUXsyy+/ZIGBgezee+9l1dXVbM6cOWz8+PH1/t7WrVtZXFwce/PNN0WDnTkKCwvZgw8+yGQyGVMoFGzo0KHsiy++EOpDUqjxjrBkKEgmOhTmAtKcnBy2e/fuet9XKpXs9OnTjDEmutRHjRrFpk6daqR08fjjjzO1Ws0WLVrEbty4wd577z0WGhrKzp49a/SZCxYsYE8//bRRx3trsW/fPvbBBx+w48ePs0uXLrHvvvuOeXl5senTp4ttCgoKmI+PD3vwwQdZSkoK++mnn5iDg0Mt2SqlUsneffdddvbsWfbaa69ZpWyVJZCamsoWL17MBg8ezJRKJRs9ejR755132OLFi9nEiROZra0t69GjB3vhhRfY77//ztatW8cefvhhITn38MMPs/fff58tXLiQ9e7dm9na2rLJkyezlStXGmmEE82Ltd9Lf/75JwsMDGQTJ05k9vb2bPXq1YyxuifujdHI3rlzJ/v1119rfZYlJAUIoqFQkEwQdcAzHEePHmWBgYEsLS1NvKbX65lSqWQrV640ei0oKIgtWLBAPEzOnj3LgoKC2Icffii2YYyxf//73yw6Orq1D4kxVqMTHRUVxVxdXZmdnR3r2bMnW7RoEauoqDDaTmqAEBAQwN55551an7VmzRoWGhrKVCoV6927t1UZIFgSc+bMYXfeeSf74osvmFarrfV+QUEB+/7779nUqVOZQqFgrq6ubNasWWz79u1GGUrOuXPn2KJFi9iAAQPY+vXrW+MQOiTWfC/xsejSpUvsgQceYDKZzEjKrjmDWb1eTxljwiqRMWZFmlUE0QacO3cO8+bNw/z58zFixAgAwNq1azFr1iz8/vvv6NWrF4Ca2uaBAwfiyJEjiIiIAABcuHABkZGR2Lp1K2677TZUVlbC1tYWd999NwBgzZo1VItH1FIZqI/09HRhf93cn010PBhjePrpp/HDDz/Azs4ODz30EBYtWtTWu0UQFgE9mQniJvTo0QMpKSlCVQAA3n33XfTq1UvIFAHAzz//jLCwMISFhYnX/vjjDwBAdHQ0AIhu98OHDyM8PJwCZAJAbWnD+ujcuXODA+TGfjbR8aiqqsIPP/yAtWvXYvHixfjss88wc+ZMXLlypa13jSDaHHo6E8RN0Ol0ePXVV+Hm5iZee/311/H666/D2dlZvPbjjz8iISEB9vb2AGo6wbnShVKphE6nAwCkpKSgvLwcPXv2pACZIIg2Zffu3VCr1fDw8MADDzyANWvW4PLly5g4cSJWr14NAEYJAoLoSJAEHEHcBBsbG8ycOROVlZXitQkTJhhtc+PGDRQWFmL8+PFGr+3btw+ffPIJgL8zel988QU6deqE3r17t8LeEwRB1IaX4fzxxx9wd3cXK1tjxoxBeHg4Xn75ZRQVFQEATeaJDgtd+QTRAGQymZH5h2kpv7+/P3JycjB06FDx2u7du5Gbm4s777wTQI1l8fXr17Fy5Uo8+uijCA0NbZ2db2d8/PHH6Nq1K+zs7BAVFYU///yzrXeJaCXob998yGQylJeX43//+x+mTZsGoCYYZozB09MTn376KR599NE23kuCaFsoSCaIJmBa58mXI6UZl1GjRuHTTz+Fo6MjAECr1eLdd99FUFAQHnvsMaoVbQKrV6/G3Llz8dprr+Ho0aMIDw9HTEwMNBpNW+8a0cLQ3775KSgoQGBgICZOnCheM3VuJIiODKlbEEQrMWvWLFy/fh1z5syp19WKqJuoqCgMGjQIy5cvB1DzEA8MDMTs2bOxYMGCNt47oiWhvz1BEK0NPaEJooWQzj/37NkDjUaDN998E2PGjAFAdX6NpaqqCkeOHMHYsWPFa3K5HGPHjsX+/fvbcM+Ilob+9i0LZYwJwjzUuEcQLYR02XLIkCH4+uuv4eTk1IZ7ZN3k5ORAr9fDx8fH6HUfHx+cO3eujfaKaA3ob9+y0ISdIMxDQTJBtAI2NjawsbFp690gCIIgCKKB0PSRIAirwNPTEwqFAtnZ2UavZ2dnw9fXt432imgN6G9PEERbQEEyQRBWgUqlwoABA7Bjxw7xmsFgwI4dO4SjIdE+ob89QRBtAZVbEARhNcydOxcPPfQQBg4ciMGDB2PZsmUoLS3FjBkz2nrXiBaG/vYEQbQ2FCQTBGE1TJs2DVqtFq+++iqysrIQERGBrVu31mroItof9LcnCKK1IZ1kgiAIgiAIgjCBapIJgiAIgiAIwgQKkgmCIAiCIAjCBAqSCYIgCIIgCMIECpIJgiAayeuvvw6ZTGb0r0ePHuL9iooKPPnkk/Dw8ICTkxOmTp1aS+M3PT0dEydOhIODA7y9vfH888+jurq6Q+wfQRCENUDqFgRBEE2gd+/e2L59u/hZqfx7OH322WexadMmrF27Fq6urnjqqaeQkJCAP/74AwCg1+sxceJE+Pr6Yt++fcjMzMT06dNhY2ODRYsWdYj9IwiCsHgYQRAE0Shee+01Fh4ebva9goICZmNjw9auXSteO3v2LAPA9u/fzxhjbPPmzUwul7OsrCyxzYoVK5iLiwurrKxs9/tHEARhDVC5BUEQRBO4ePEi/P390a1bN9x///1IT08HABw5cgQ6nQ5jx44V2/bo0QOdO3fG/v37AQD79+9H3759jTR+Y2JiUFRUhNOnT3eI/SMIgrB0KEgmCIJoJFFRUVi1ahW2bt2KFStW4MqVK7jttttQXFyMrKwsqFQquLm5Gf2Oj48PsrKyAABZWVm1TDD4z3yb9rx/BEEQ1gDVJBMEQTSSCRMmiP/v168foqKi0KVLF6xZswb29vZtuGc1WPr+EQRBWAOUSSYIgrhF3NzcEBoaitTUVPj6+qKqqgoFBQVG22RnZ8PX1xcA4OvrW0tNgv/Mt+lI+0cQBGGJUJBMEARxi5SUlODSpUvw8/PDgAEDYGNjgx07doj3z58/j/T0dERHRwMAoqOjcerUKWg0GrHNtm3b4OLigl69enW4/SMIgrBEZIwx1tY7QRAEYU0899xzmDx5Mrp06YIbN27gtddew/Hjx3HmzBl4eXlh1qxZ2Lx5M1atWgUXFxfMnj0bALBv3z4ANRJrERER8Pf3x5IlS5CVlYUHH3wQjzzySLNIrFn6/hEEQVgDVJNMEATRSK5fv457770Xubm58PLywvDhw3HgwAF4eXkBAD744API5XJMnToVlZWViImJwSeffCJ+X6FQYOPGjZg1axaio6Ph6OiIhx56CG+88UaH2D+CIAhrgDLJBEEQBEEQBGEC1SQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECRQkEwRBEARBEIQJFCQTBEEQBEEQhAkUJBMEQRAEQRCECf8PFcIyIziTXlsAAAAASUVORK5CYII=", "text/plain": [ "
" ] @@ -358,7 +349,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[0.25035949582577266, 0.8540165664068646, 1.133197301911608, -0.27274073452035585, -2.3046361128534745]\n" + "[-0.9372573333873278, -1.7906598085129741, -0.5642616411893749, -0.25479878132614686, -1.524759801324649]\n" ] } ], @@ -494,7 +485,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[7628.636751265349, 5779.13052506665, 3978.364525642506, 5933.0411811053145, 7523.89553687432]\n" + "[6399.914000599371, 6936.8379525146465, 5168.12025090168, 6422.100425696159, 6465.972511921968]\n" ] } ], @@ -767,7 +758,7 @@ "output_type": "stream", "text": [ "The following input file was imported: monte_carlo_analysis_outputs/monte_carlo_class_example.inputs.txt\n", - "A total of 0 simulations results were loaded from the following output file: monte_carlo_analysis_outputs/monte_carlo_class_example.outputs.txt\n", + "A total of 10 simulations results were loaded from the following output file: monte_carlo_analysis_outputs/monte_carlo_class_example.outputs.txt\n", "\n", "The following error file was imported: monte_carlo_analysis_outputs/monte_carlo_class_example.errors.txt \n" ] @@ -776,7 +767,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/home/phmb/github/RocketPy/rocketpy/simulation/monte_carlo.py:137: UserWarning: This class is still under testing and some attributes may be changed in next versions\n", + "/home/phmb/github/RocketPy/rocketpy/simulation/monte_carlo.py:112: UserWarning: This class is still under testing and some attributes may be changed in next versions\n", " warnings.warn(\n" ] } @@ -810,27 +801,22 @@ "name": "stdout", "output_type": "stream", "text": [ - "Starting Monte Carlo analysis \n", - "Running Monte Carlo simulation with 8 workers.\n" + "Starting Monte Carlo analysis\r" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Current iteration: 000098 | Average Time per Iteration: 0.493 s | Estimated time left: 0 s \n", - "Completed 100 iterations. In total, 100 simulations are exported.\n", - "Total wall time: 49.3 s \n", + "Completed 1000 iterations. Total CPU time: 1663.5 s. Total wall time: 1663.3 sme left: 0 s \n", + "Saving results.\n", "Results saved to monte_carlo_analysis_outputs/monte_carlo_class_example.outputs.txt\n" ] } ], "source": [ "test_dispersion.simulate(\n", - " number_of_simulations=100,\n", - " append=False,\n", - " parallel=True,\n", - " n_workers=None,\n", + " number_of_simulations=1000, append=False, include_function_data=False\n", ")" ] }, @@ -877,7 +863,7 @@ { "data": { "text/plain": [ - "100" + "1000" ] }, "execution_count": 18, @@ -900,27 +886,26 @@ "text": [ "Monte Carlo Simulation by RocketPy\n", "Data Source: monte_carlo_analysis_outputs/monte_carlo_class_example\n", - "Number of simulations: 100\n", + "Number of simulations: 1000\n", "Results: \n", "\n", " Parameter Mean Std. Dev.\n", "------------------------------------------------------------\n", - " t_final 305.664 28.674\n", - " x_impact 1930.816 532.473\n", - " apogee_y 76.948 91.949\n", - " y_impact 2250.141 299.908\n", - " max_mach_number 0.861 0.105\n", - " out_of_rail_time 0.357 0.021\n", - "out_of_rail_stability_margin 2.702 0.063\n", - " impact_velocity -5.264 0.082\n", - " initial_stability_margin 2.630 0.064\n", - " apogee_x 937.518 148.332\n", - " apogee_time 25.451 1.633\n", - " lateral_surface_wind 5.378 0.577\n", - " out_of_rail_velocity 25.913 1.778\n", - " apogee 3368.844 502.621\n", - " frontal_surface_wind -1.368 0.616\n", - " index 49.500 28.866\n" + " apogee 3221.616 594.740\n", + " frontal_surface_wind -3.839 0.481\n", + " apogee_y 876.923 123.791\n", + " lateral_surface_wind -5.259 0.621\n", + " t_final 299.027 34.327\n", + " out_of_rail_velocity 25.690 2.194\n", + " initial_stability_margin 2.596 0.085\n", + " out_of_rail_time 0.361 0.027\n", + " y_impact -1839.493 486.133\n", + " apogee_x 446.565 124.777\n", + " impact_velocity -5.259 0.378\n", + " max_mach_number 0.859 0.131\n", + " x_impact 312.319 195.323\n", + "out_of_rail_stability_margin 2.669 0.084\n", + " apogee_time 24.782 2.015\n" ] } ], @@ -943,7 +928,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -963,17 +948,7 @@ "outputs": [ { "data": { - "image/png": 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uXKgPP/xQtWrVUlZWliQpLCxMISEhOnDggBYuXKh+/fqpTp062r59uyZMmKC4uDi1adPGl6UDAAA/49NQs2DBAkm/XmDvt5KSkjRs2DAFBQVp9erVmjdvnvLz8xUTE6NBgwZpypQpPqgWAAD4M5/vfipLTEyM1qxZU0HVAACAysyvrlMDAABQXoQaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC4QaAABgC5ZDzdatW7Vjxw7n8w8//FADBgzQk08+qbNnz3q0OAAAAHdZDjWjRo3Svn37JEkHDx7U4MGDVb16dS1evFiPP/64xwsEAABwh+VQs2/fPrVr106StHjxYsXFxWnhwoVKTk7WBx984On6AAAA3GI51BhjVFRUJElavXq1+vXrJ0mKiYnR8ePHPVsdAACAmyyHmuuvv17PPPOM3n77ba1Zs0b9+/eXJGVmZqp+/foeLxAAAMAdlkPNvHnztHXrVo0ZM0ZPPfWUmjVrJkl6//331blzZ48XCAAA4I4qVldo06aNy9lPFzz//PMKDAz0SFEAAABWles6NdnZ2Xrttdc0efJknTx5UpK0e/duHTt2zKPFAQAAuMvyTM327dvVo0cPhYeH69ChQ3rggQcUERGhJUuW6PDhw3rrrbe8UScAAECZLM/UJCQkaPjw4dq/f7+qVavmbO/Xr5/Wrl3r0eIAAADcZTnU/Pe//9WoUaOKtV9xxRXKysqytK3ExETdcMMNqlWrliIjIzVgwADt3bvXpc8vv/yi+Ph41alTRzVr1tSgQYN09OhRq2UDAACbsxxqgoODlZubW6x93759qlevnqVtrVmzRvHx8dq4caNWrVqlwsJC9erVS/n5+c4+EyZM0H/+8x8tXrxYa9as0Y8//qiBAwdaLRsAANic5WNq7rjjDj399NN67733JEkOh0OHDx/WE088oUGDBlna1ooVK1yeJycnKzIyUlu2bFFcXJxycnL0+uuva+HChbr11lslSUlJSbrmmmu0ceNG3XTTTVbLBwAANmV5pubFF19UXl6eIiMj9fPPP+vmm29Ws2bNVKtWLf31r3/9XcXk5ORIkiIiIiRJW7ZsUWFhoXr27Onsc/XVV6tRo0basGFDidsoKChQbm6uywMAANif5ZmasLAwrVq1SuvXr9fXX3+tvLw8XXfddS7BozyKioo0fvx4denSRa1atZIkZWVlKSgoSOHh4S5969evX+rxO4mJiZo5c+bvqgUAAFQ+lkPNBV26dFGXLl08Vkh8fLx27typL7744ndtZ/LkyUpISHA+z83NVUxMzO8tDwAA+DnLu5/GjRunl19+uVj7K6+8ovHjx5eriDFjxujjjz/WZ599poYNGzrbo6KidPbsWWVnZ7v0P3r0qKKiokrcVnBwsEJDQ10eAADA/iyHmg8++KDEGZrOnTvr/ffft7QtY4zGjBmjlJQUpaWlqUmTJi7LO3TooKpVqyo1NdXZtnfvXh0+fFidOnWyWjoAALAxy7ufTpw4obCwsGLtoaGhOn78uKVtxcfHa+HChfrwww9Vq1Yt53EyYWFhCgkJUVhYmEaOHKmEhARFREQoNDRUY8eOVadOnTjzCQAAuLA8U9OsWbNip2JL0vLly3XllVda2taCBQuUk5Oj7t27q0GDBs7HokWLnH3mzp2rP/zhDxo0aJDi4uIUFRWlJUuWWC0bAADYnOWZmoSEBI0ZM0Y//fST89oxqampevHFFzVv3jxL2zLGXLJPtWrVNH/+fM2fP99qqQAA4DJiOdSMGDFCBQUF+utf/6pZs2ZJkho3bqwFCxbovvvu83iBAAAA7ijXKd2jR4/W6NGj9dNPPykkJEQ1a9b0dF0AAACWlPs6NZIs3+sJAADAWywfKHz06FHde++9io6OVpUqVRQYGOjyAAAA8AXLMzXDhg3T4cOHNXXqVDVo0EAOh8MbdQEAAFhiOdR88cUXWrdundq1a+eFcgAAAMrH8u6nmJgYt07FBgAAqEiWQ828efM0adIkHTp0yAvlAAAAlI/l3U933323zpw5o6ZNm6p69eqqWrWqy/KTJ096rDgAAAB3WQ41Vq8aDAAAUBEsh5qhQ4d6ow4AAIDfxfIxNZJ04MABTZkyRUOGDNGxY8ck/XpDy127dnm0OAAAAHdZDjVr1qxR69attWnTJi1ZskR5eXmSpK+//lrTp0/3eIEAAADusBxqJk2apGeeeUarVq1SUFCQs/3WW2/Vxo0bPVocAACAuyyHmh07duiuu+4q1h4ZGanjx497pCgAAACrLIea8PBwHTlypFj7tm3bdMUVV3ikKAAAAKssh5rBgwfriSeeUFZWlhwOh4qKirR+/Xo9+uijuu+++7xRIwAAwCVZDjXPPvusrr76asXExCgvL08tW7ZUXFycOnfurClTpnijRgAAgEuydJ0aY4yysrL08ssva9q0adqxY4fy8vLUvn17NW/e3Fs1AgAAXJLlUNOsWTPt2rVLzZs3V0xMjLfqAgAAsMTS7qeAgAA1b95cJ06c8FY9AAAA5WL5mJrZs2frscce086dO71RDwAAQLlYvvfTfffdpzNnzqht27YKCgpSSEiIy3Lu0g0AAHyBu3QDAABbsBRqCgsLtWbNGk2dOlVNmjTxVk0AAACWWTqmpmrVqvrggw+8VQsAAEC5WT5QeMCAAVq6dKkXSgEAACg/y8fUNG/eXE8//bTWr1+vDh06qEaNGi7Lx40b57HiAAAA3GU51Lz++usKDw/Xli1btGXLFpdlDoeDUAMAAHzCcqjJzMz0Rh0AAAC/i+VjagAAAPyR5ZmaESNGlLn8jTfeKHcxAAAA5WU51Jw6dcrleWFhoXbu3Kns7GzdeuutHisMAADACsuhJiUlpVhbUVGRRo8eraZNm3qkKAAAAKs8ckxNQECAEhISNHfuXE9sDgAAwDKPHSh84MABnTt3zlObAwAAsMTy7qeEhASX58YYHTlyRMuWLdPQoUM9VhgAAIAVlkPNtm3bXJ4HBASoXr16evHFFy95ZhQAAIC3WA41n332mTfqAAAA+F0sH1OTmZmp/fv3F2vfv3+/Dh065ImaAAAALLMcaoYNG6Yvv/yyWPumTZs0bNgwT9QEAABgmeVQs23bNnXp0qVY+0033aT09HRP1AQAAGCZ5VDjcDh0+vTpYu05OTk6f/68R4oCAACwynKoiYuLU2JiokuAOX/+vBITE9W1a1ePFgcAAOAuy2c/Pffcc4qLi1OLFi3UrVs3SdK6deuUm5urtLQ0jxcIAADgDsszNS1bttT27dv1pz/9SceOHdPp06d133336ZtvvlGrVq28USMAAMAlWZ6pkaTo6Gg9++yznq4FAACg3CzP1CQlJWnx4sXF2hcvXqw333zTI0UBAABYZTnUJCYmqm7dusXaIyMjmb0BAAA+YznUHD58WE2aNCnWHhsbq8OHD3ukKAAAAKssh5rIyEht3769WPvXX3+tOnXqeKQoAAAAqyyHmiFDhmjcuHH67LPPdP78eZ0/f15paWl65JFHNHjwYG/UCAAAcEmWQ82sWbPUsWNH9ejRQyEhIQoJCVGvXr106623Wj6mZu3atbr99tsVHR0th8OhpUuXuiwfNmyYHA6Hy6NPnz5WSwYAAJcBy6d0BwUFadGiRZo1a5a+/vprhYSEqHXr1oqNjbX84vn5+Wrbtq1GjBihgQMHltinT58+SkpKcj4PDg62/DoAAMD+ynWdGkmKiIjQLbfcUuKZUO7q27ev+vbtW2af4OBgRUVFlfs1AADA5cHS7qfs7GzFx8erbt26ql+/vurXr6+6detqzJgxys7O9kqBn3/+uSIjI9WiRQuNHj1aJ06cKLN/QUGBcnNzXR4AAMD+3J6pOXnypDp16qQffvhB99xzj6655hpJ0u7du5WcnKzU1FR9+eWXql27tseK69OnjwYOHKgmTZrowIEDevLJJ9W3b19t2LBBgYGBJa6TmJiomTNneqwGAABQOTiMMcadjuPHj1dqaqpWr16t+vXruyzLyspSr1691KNHD82dO7d8hTgcSklJ0YABA0rtc/DgQTVt2lSrV69Wjx49SuxTUFCggoIC5/Pc3FzFxMQoJydHoaGh5aoNADyp8aRlvi7BskOz+/u6BFxmcnNzFRYWZun3t9u7n5YuXaoXXnihWKCRpKioKM2ZM0cpKSnuV1sOV155perWrauMjIxS+wQHBys0NNTlAQAA7M/tUHPkyBFde+21pS5v1aqVsrKyPFJUab7//nudOHFCDRo08OrrAACAysftY2rq1q2rQ4cOqWHDhiUuz8zMVEREhKUXz8vLc5l1yczMVHp6uiIiIhQREaGZM2dq0KBBioqK0oEDB/T444+rWbNm6t27t6XXAQAA9uf2TE3v3r311FNP6ezZs8WWFRQUaOrUqZYvjLd582a1b99e7du3lyQlJCSoffv2mjZtmgIDA7V9+3bdcccduuqqqzRy5Eh16NBB69at41o1AACgGLcPFP7+++91/fXXKzg4WPHx8br66qtljNGePXv097//XQUFBdq8ebNiYmK8XbMl5TnQCAC8iQOFgUsrz+9vt3c/NWzYUBs2bNDDDz+syZMn60IWcjgcuu222/TKK6/4XaABAACXD0tXFG7SpImWL1+uU6dOaf/+/ZKkZs2aWT6WBgAAwNPKdZuE2rVr68Ybb/R0LQAAAOVm+S7dAAAA/ohQAwAAbKHcd+kGAH9QGc8kAuAdbs3UXHfddTp16pQk6emnn9aZM2e8WhQAAIBVboWaPXv2KD8/X5I0c+ZM5eXlebUoAAAAq9za/dSuXTsNHz5cXbt2lTFGL7zwgmrWrFli32nTpnm0QAAAAHe4FWqSk5M1ffp0ffzxx3I4HFq+fLmqVCm+qsPhINQAAACfcCvUtGjRQu+++64kKSAgQKmpqYqMjPRqYQAAAFZYPvupqKjIG3UAAAD8LuU6pfvAgQOaN2+e9uzZI0lq2bKlHnnkETVt2tSjxQEAALjL8sX3Pv30U7Vs2VJfffWV2rRpozZt2mjTpk269tprtWrVKm/UCAAAcEmWZ2omTZqkCRMmaPbs2cXan3jiCd12220eKw4AAMBdlmdq9uzZo5EjRxZrHzFihHbv3u2RogAAAKyyHGrq1aun9PT0Yu3p6emcEQUAAHzG8u6nBx54QA8++KAOHjyozp07S5LWr1+v5557TgkJCR4vEAAAwB2WQ83UqVNVq1Ytvfjii5o8ebIkKTo6WjNmzNC4ceM8XiAAAIA7LIcah8OhCRMmaMKECTp9+rQkqVatWh4vDAAAwIpyXafmAsIMAADwF5YPFAYAAPBHhBoAAGALhBoAAGALlkJNYWGhevToof3793urHgAAgHKxFGqqVq2q7du3e6sWAACAcrO8++kvf/mLXn/9dW/UAgAAUG6WT+k+d+6c3njjDa1evVodOnRQjRo1XJa/9NJLHisOAADAXZZDzc6dO3XddddJkvbt2+eyzOFweKYqAAAAiyyHms8++8wbdQAAAPwu5b6icEZGhg4cOKC4uDiFhITIGMNMDQDAbzSetMzXJVh2aHZ/X5dQqVk+UPjEiRPq0aOHrrrqKvXr109HjhyRJI0cOVITJ070eIEAAADusBxqJkyYoKpVq+rw4cOqXr26s/3uu+/WihUrPFocAACAuyzvflq5cqU+/fRTNWzY0KW9efPm+vbbbz1WGAAAgBWWZ2ry8/NdZmguOHnypIKDgz1SFAAAgFWWQ023bt301ltvOZ87HA4VFRVpzpw5uuWWWzxaHAAAgLss736aM2eOevTooc2bN+vs2bN6/PHHtWvXLp08eVLr16/3Ro0AAACXZHmmplWrVtq3b5+6du2qO++8U/n5+Ro4cKC2bdumpk2beqNGAACASyrXdWrCwsL01FNPeboWAACAcitXqDl16pRef/117dmzR5LUsmVLDR8+XBERER4tDgAAwF2Wdz+tXbtWjRs31ssvv6xTp07p1KlTevnll9WkSROtXbvWGzUCAABckuWZmvj4eN19991asGCBAgMDJUnnz5/Xww8/rPj4eO3YscPjRQIAAFyK5ZmajIwMTZw40RloJCkwMFAJCQnKyMjwaHEAAADusjxTc91112nPnj1q0aKFS/uePXvUtm1bjxUGAPAflfHmkLj8uBVqtm/f7vz7uHHj9MgjjygjI0M33XSTJGnjxo2aP3++Zs+e7Z0qAQAALsFhjDGX6hQQECCHw6FLdXU4HDp//rzHivOE3NxchYWFKScnR6Ghob4uB4CHMYMAOzk0u7+vS/Ab5fn97dZMTWZm5u8qDAAAwNvcCjWxsbHergMAAOB3KdfF93788Ud98cUXOnbsmIqKilyWjRs3ziOFAQAAWGE51CQnJ2vUqFEKCgpSnTp15HA4nMscDgehBgAA+ITlUDN16lRNmzZNkydPVkCA5cvcAAAAeIXlVHLmzBkNHjyYQAMAAPyK5WQycuRILV682CMvvnbtWt1+++2Kjo6Ww+HQ0qVLXZYbYzRt2jQ1aNBAISEh6tmzp/bv3++R1wYAAPZiefdTYmKi/vCHP2jFihVq3bq1qlat6rL8pZdecntb+fn5atu2rUaMGKGBAwcWWz5nzhy9/PLLevPNN9WkSRNNnTpVvXv31u7du1WtWjWrpQMAABsrV6j59NNPnbdJuPhAYSv69u2rvn37lrjMGKN58+ZpypQpuvPOOyVJb731lurXr6+lS5dq8ODBVksHAAA2ZjnUvPjii3rjjTc0bNgwL5Tz/2RmZiorK0s9e/Z0toWFhaljx47asGFDqaGmoKBABQUFzue5ublerRMAAPgHy8fUBAcHq0uXLt6oxUVWVpYkqX79+i7t9evXdy4rSWJiosLCwpyPmJgYr9YJAAD8g+VQ88gjj+hvf/ubN2rxiMmTJysnJ8f5+O6773xdEgAAqACWdz999dVXSktL08cff6xrr7222IHCS5Ys8UhhUVFRkqSjR4+qQYMGzvajR4+qXbt2pa4XHBys4OBgj9QAAAAqD8uhJjw8vMQzlTytSZMmioqKUmpqqjPE5ObmatOmTRo9erTXXx8AAFQulkNNUlKSx148Ly9PGRkZzueZmZlKT09XRESEGjVqpPHjx+uZZ55R8+bNnad0R0dHa8CAAR6rAQAA2EO5bmjpKZs3b9Ytt9zifJ6QkCBJGjp0qJKTk/X4448rPz9fDz74oLKzs9W1a1etWLGCa9QAAIBiHMYYY2WFJk2alHk9moMHD/7uojwpNzdXYWFhysnJUWhoqK/LAeBhjSct83UJgMccmt3f1yX4jfL8/rY8UzN+/HiX54WFhdq2bZtWrFihxx57zOrmAAAAPMJyqHnkkUdKbJ8/f742b978uwsCAAAoD4/dartv37764IMPPLU5AAAASzwWat5//31FRER4anMAAACWWN791L59e5cDhY0xysrK0k8//aS///3vHi0OAADAXZZDzcXXiAkICFC9evXUvXt3XX311Z6qCwAAwBLLoWb69OneqAMAAOB38dgxNQAAAL7k9kxNQEBAmRfdkySHw6Fz58797qIAAACscjvUpKSklLpsw4YNevnll1VUVOSRogAAAKxyO9Tceeedxdr27t2rSZMm6T//+Y/uuecePf300x4tDgAAwF3lOqbmxx9/1AMPPKDWrVvr3LlzSk9P15tvvqnY2FhP1wcAAOAWS6EmJydHTzzxhJo1a6Zdu3YpNTVV//nPf9SqVStv1QcAAOAWt3c/zZkzR88995yioqL0zjvvlLg7CgAAwFccxhjjTseAgACFhISoZ8+eCgwMLLXfkiVLPFacJ5Tn1uUAKo/Gk5b5ugTAYw7N7u/rEvxGeX5/uz1Tc999913ylG4AAABfcTvUJCcne7EMAACA34crCgMAAFuwfO8nVH6V8RgE9jNXjMr4swEAFzBTAwAAbIFQAwAAbIFQAwAAbIFQAwAAbIFQAwAAbIFQAwAAbIFQAwAAbIFQAwAAbIFQAwAAbIFQAwAAbIFQAwAAbIF7PwEA4Ccq4/3X/OnefMzUAAAAWyDUAAAAWyDUAAAAWyDUAAAAWyDUAAAAWyDUAAAAWyDUAAAAWyDUAAAAWyDUAAAAWyDUAAAAWyDUAAAAWyDUAAAAW+CGloCXVMYb0wFAZcZMDQAAsAVCDQAAsAVCDQAAsAVCDQAAsAVCDQAAsAVCDQAAsAVCDQAAsAVCDQAAsAW/DjUzZsyQw+FweVx99dW+LgsAAPghv7+i8LXXXqvVq1c7n1ep4vclAwAAH/D7hFClShVFRUW53b+goEAFBQXO57m5ud4oCwAA+Bm/DzX79+9XdHS0qlWrpk6dOikxMVGNGjUqtX9iYqJmzpxZgRWiInAfJQDApfj1MTUdO3ZUcnKyVqxYoQULFigzM1PdunXT6dOnS11n8uTJysnJcT6+++67CqwYAAD4il/P1PTt29f59zZt2qhjx46KjY3Ve++9p5EjR5a4TnBwsIKDgyuqRAAA4Cf8eqbmYuHh4brqqquUkZHh61IAAICfqVShJi8vTwcOHFCDBg18XQoAAPAzfh1qHn30Ua1Zs0aHDh3Sl19+qbvuukuBgYEaMmSIr0sDAAB+xq+Pqfn+++81ZMgQnThxQvXq1VPXrl21ceNG1atXz9elAQAAP+PXoebdd9/1dQkAAKCS8OvdTwAAAO4i1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFsg1AAAAFuo4usCKrPGk5b5ugQAAPD/Y6YGAADYAqEGAADYAqEGAADYAqEGAADYAqEGAADYAqEGAADYAqEGAADYQqUINfPnz1fjxo1VrVo1dezYUV999ZWvSwIAAH7G70PNokWLlJCQoOnTp2vr1q1q27atevfurWPHjvm6NAAA4Ef8PtS89NJLeuCBBzR8+HC1bNlS//jHP1S9enW98cYbvi4NAAD4Eb++TcLZs2e1ZcsWTZ482dkWEBCgnj17asOGDSWuU1BQoIKCAufznJwcSVJubq7H6ysqOOPxbQIAUJl44/frb7drjHF7Hb8ONcePH9f58+dVv359l/b69evrm2++KXGdxMREzZw5s1h7TEyMV2oEAOByFjbPu9s/ffq0wsLC3Orr16GmPCZPnqyEhATn86KiIp08eVJ16tSRw+HwYWWelZubq5iYGH333XcKDQ31dTl+h/EpG+NTNsanbIxP6RibslkZH2OMTp8+rejoaLe379ehpm7dugoMDNTRo0dd2o8ePaqoqKgS1wkODlZwcLBLW3h4uLdK9LnQ0FA+OGVgfMrG+JSN8Skb41M6xqZs7o6PuzM0F/j1gcJBQUHq0KGDUlNTnW1FRUVKTU1Vp06dfFgZAADwN349UyNJCQkJGjp0qK6//nrdeOONmjdvnvLz8zV8+HBflwYAAPyI34eau+++Wz/99JOmTZumrKwstWvXTitWrCh28PDlJjg4WNOnTy+2qw2/YnzKxviUjfEpG+NTOsambN4eH4excq4UAACAn/LrY2oAAADcRagBAAC2QKgBAAC2QKgBAAC2QKgBAAC2QKjxI4mJibrhhhtUq1YtRUZGasCAAdq7d2+JfY0x6tu3rxwOh5YuXeqy7PDhw+rfv7+qV6+uyMhIPfbYYzp37lwFvAPvcnd8NmzYoFtvvVU1atRQaGio4uLi9PPPPzuXnzx5Uvfcc49CQ0MVHh6ukSNHKi8vryLfile4Mz5ZWVm69957FRUVpRo1aui6667TBx984NLHruOzYMECtWnTxnkl006dOmn58uXO5b/88ovi4+NVp04d1axZU4MGDSp2NXO7frakssfn5MmTGjt2rFq0aKGQkBA1atRI48aNc94w+AK7js+lfnYuuBy/lyX3xqfCvpcN/Ebv3r1NUlKS2blzp0lPTzf9+vUzjRo1Mnl5ecX6vvTSS6Zv375GkklJSXG2nzt3zrRq1cr07NnTbNu2zXzyySembt26ZvLkyRX4TrzDnfH58ssvTWhoqElMTDQ7d+4033zzjVm0aJH55ZdfnH369Olj2rZtazZu3GjWrVtnmjVrZoYMGeKLt+RR7ozPbbfdZm644QazadMmc+DAATNr1iwTEBBgtm7d6uxj1/H56KOPzLJly8y+ffvM3r17zZNPPmmqVq1qdu7caYwx5qGHHjIxMTEmNTXVbN682dx0002mc+fOzvXt/Nkypuzx2bFjhxk4cKD56KOPTEZGhklNTTXNmzc3gwYNcq5v5/G51M/OBZfj97Ixlx6fivxeJtT4sWPHjhlJZs2aNS7t27ZtM1dccYU5cuRIsQ/PJ598YgICAkxWVpazbcGCBSY0NNQUFBRUVOkVoqTx6dixo5kyZUqp6+zevdtIMv/973+dbcuXLzcOh8P88MMPXq23opU0PjVq1DBvvfWWS7+IiAjzf//3f8aYy2t8jDGmdu3a5rXXXjPZ2dmmatWqZvHixc5le/bsMZLMhg0bjDGX12frggvjU5L33nvPBAUFmcLCQmPM5Tc+F48N38uufjs+Ffm9zO4nP3ZhajciIsLZdubMGf35z3/W/PnzS7yp54YNG9S6dWuXKy737t1bubm52rVrl/eLrkAXj8+xY8e0adMmRUZGqnPnzqpfv75uvvlmffHFF851NmzYoPDwcF1//fXOtp49eyogIECbNm2q2DfgZSX9/HTu3FmLFi3SyZMnVVRUpHfffVe//PKLunfvLunyGZ/z58/r3XffVX5+vjp16qQtW7aosLBQPXv2dPa5+uqr1ahRI23YsEHS5fXZunh8SpKTk6PQ0FBVqfLrhekvl/EpaWz4Xv5/Lh6fiv5eJtT4qaKiIo0fP15dunRRq1atnO0TJkxQ586ddeedd5a4XlZWVrFbSFx4npWV5b2CK1hJ43Pw4EFJ0owZM/TAAw9oxYoVuu6669SjRw/t379f0q9jEBkZ6bKtKlWqKCIiwvbjI0nvvfeeCgsLVadOHQUHB2vUqFFKSUlRs2bNJNl/fHbs2KGaNWsqODhYDz30kFJSUtSyZUtlZWUpKChI4eHhLv3r16/vfN+Xw2ertPG52PHjxzVr1iw9+OCDzja7j09ZY8P3cunjU9Hfy35/76fLVXx8vHbu3OmSZj/66COlpaVp27ZtPqzMP5Q0PkVFRZKkUaNGOW942r59e6WmpuqNN95QYmKiT2r1hZLGR5KmTp2q7OxsrV69WnXr1tXSpUv1pz/9SevWrVPr1q19VG3FadGihdLT05WTk6P3339fQ4cO1Zo1a3xdlt8obXx+G2xyc3PVv39/tWzZUjNmzPBdsRWstLHJyMjge1mlj09Ffy8TavzQmDFj9PHHH2vt2rVq2LChsz0tLU0HDhwo9r/JQYMGqVu3bvr8888VFRWlr776ymX5hTM4SpoWrYxKG58GDRpIUrH/WV5zzTU6fPiwpF/H4NixYy7Lz507p5MnT9p+fA4cOKBXXnlFO3fu1LXXXitJatu2rdatW6f58+frH//4h+3HJygoyDkr1aFDB/33v//V//7v/+ruu+/W2bNnlZ2d7fL5Onr0qPN9Xw6frdLG55///Kck6fTp0+rTp49q1aqllJQUVa1a1bmu3centLEJCQnhe1mlj8+kSZMkVdz3Mruf/IgxRmPGjFFKSorS0tLUpEkTl+WTJk3S9u3blZ6e7nxI0ty5c5WUlCRJ6tSpk3bs2OHyA7Jq1SqFhoaWOI1cmVxqfBo3bqzo6OhipzHv27dPsbGxkn4dn+zsbG3ZssW5PC0tTUVFRerYsaP334QXXWp8zpw5I0kKCHD92AcGBjr/N2Xn8SlJUVGRCgoK1KFDB1WtWlWpqanOZXv37tXhw4edx03Y+bNVmgvjI/06Q9OrVy8FBQXpo48+UrVq1Vz6Xm7jc2FsLvfv5dJcGJ8K/14ux0HN8JLRo0ebsLAw8/nnn5sjR444H2fOnCl1HZVy6mCvXr1Menq6WbFihalXr54tTh10Z3zmzp1rQkNDzeLFi83+/fvNlClTTLVq1UxGRoazT58+fUz79u3Npk2bzBdffGGaN29ui1OWLzU+Z8+eNc2aNTPdunUzmzZtMhkZGeaFF14wDofDLFu2zLkdu47PpEmTzJo1a0xmZqbZvn27mTRpknE4HGblypXGmF9P6W7UqJFJS0szmzdvNp06dTKdOnVyrm/nz5YxZY9PTk6O6dixo2ndurXJyMhw+fk6d+6cMcbe43Opn52LXU7fy8Zcenwq8nuZUONHJJX4SEpKKnOd3354jDHm0KFDpm/fviYkJMTUrVvXTJw40XnaZWXm7vgkJiaahg0bmurVq5tOnTqZdevWuSw/ceKEGTJkiKlZs6YJDQ01w4cPN6dPn67Ad+Id7ozPvn37zMCBA01kZKSpXr26adOmTbFTvO06PiNGjDCxsbEmKCjI1KtXz/To0cPll9LPP/9sHn74YVO7dm1TvXp1c9ddd5kjR464bMOuny1jyh6fzz77rNSfr8zMTOc27Do+l/rZudjl9L1sjHvjU1Hfyw5jjLE2twMAAOB/OKYGAADYAqEGAADYAqEGAADYAqEGAADYAqEGAADYAqEGAADYAqEGAADYAqEGAADYAqEGAADYAqEGAADYAqEGAADYwv8HLs6JJOtr6isAAAAASUVORK5CYII=", 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", 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", 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", 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", 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", + "image/png": 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", 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", 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XL69atWo5nD4pV66cJOX449O1a1ddvHhRb775pkP7zJkzZbPZ1KVLF0lSp06dJElz5sxx6PfGG2/kuc7s/6Ve+r/SWbNm5XkZBdG1a9dc1zdjxgxJuuKdZc7w9PSUzWZzOIIRHx+f65OSy5Url+N74unpqZ49e2r58uX65Zdfcsxz4sSJPNdx6VgvXbpUf/31V57mv5JL9zkvLy9FRETIGGM/pVSzZk2lpKRo165d9n7Hjh1zyW3Rue1L27dvV2xsrEO/nj17yhiTa7jInrdHjx7y9PTUpEmTcoyXMeaqp0cv1bp1a8XHx+vjjz+2n9by8PBQy5YtNWPGDGVkZOTpep28CA0NVePGjbVw4UKH08Dr16/X3r17XbIOFD8c2cE1KSIiQm3btlWTJk0UEBCgH374QcuWLdPQoUPtfZo0aSJJGjZsmDp16iRPT0/16tVLd911l9q1a6fnnntO8fHxatSokb744gutWrVKI0aMsN8K3aRJE/Xs2VOzZs3SqVOn7Lee//bbb5LydmrI19dXkZGRmj59ujIyMnTdddfpiy++UFxcnBtGJadGjRqpX79+evfdd5WcnKw2bdrou+++08KFC9W9e3e1a9fOJevp1q2bZsyYoc6dO+vhhx/W8ePH9dZbb6lWrVoOf/ilf8Z1w4YNmjFjhv0USLNmzTRt2jRt3rxZzZo10+DBgxUREaGkpCT9+OOP2rBhg5KSkq5ax5133qnJkydrwIABatmypXbv3q3FixerRo0aBd7Gjh07KiQkRK1atVJwcLD27dunN998U926dbMfIezVq5fGjRune++9V8OGDdP58+f19ttv64YbbijwtSR33nmnVqxYoXvvvVfdunVTXFyc5s6dq4iICJ09e9ber127durTp49mz56tAwcO2E+Xbtu2Te3atdPQoUNVs2ZNTZkyRdHR0YqPj1f37t1VoUIFxcXFaeXKlRoyZIjGjBmT59qyg8z+/fsdPmYkMjJSa9assT8vx1ViYmLUrVs33XbbbRo4cKCSkpLsz0D691jAQgr79i+goLJvPf/+++9znd6mTZur3no+ZcoUc+uttxp/f3/j4+Nj6tata1566SWTnp5u75OZmWmeeuopExgYaGw2m8Otv2fOnDEjR440YWFhpnTp0qZ27drmlVdesd+am+3cuXMmKirKBAQEmPLly5vu3bub/fv3G0kOt4Jn31p84sSJHNvz559/mnvvvdf4+/sbPz8/c//995ujR49e9vb1S5dxuVvCcxun3GRkZJhJkyaZ8PBwU7p0aVO1alUTHR1tLly4kKf15Ca3W6znzZtnateubby9vU3dunXN/Pnzc73l+tdffzWRkZHGx8fHSHL4viYmJpqoqChTtWpVU7p0aRMSEmLat29v3n33XXuf7FvPly5dmqOuCxcumNGjR5vQ0FDj4+NjWrVqZWJjY02bNm1MmzZt7P3yc+v5O++8YyIjI02lSpWMt7e3qVmzphk7dqxJSUlx6PfFF1+YBg0aGC8vL1OnTh3zwQcfXPbW86ioqFzXldut51lZWWbq1KmmWrVqxtvb29x0001m9erVuX4vMjMzzSuvvGLq1q1rvLy8TGBgoOnSpYvZsWOHQ7/ly5eb2267zZQrV86UK1fO1K1b10RFRZn9+/fneVyyBQUFGUkmMTHR3vbVV18ZSaZ169Y5+l/u1vNXXnklR99Lf1aya69Xr57x9vY2ERERZsWKFZe99R8ln80YrtoCCtPOnTt100036YMPPlDv3r2LuhwAsDyu2QHc6O+//87RNmvWLHl4eFz1ycUAANfgmh3AjaZPn64dO3aoXbt2KlWqlNasWaM1a9ZoyJAhqlq1alGXBxdIT0+/6vVAfn5+Tt0mbgV///13rs+B+reAgIAS+cGxKHk4jQW40fr16zVp0iTt3btXZ8+e1fXXX68+ffroueeeU6lS/F/DCr788surXqg9f/58hw8svRYsWLBAAwYMuGKfzZs3q23btoVTEK5phB0AKIDTp09rx44dV+xTv359hYaGFlJFxcOxY8e0Z8+eK/Zp0qSJw0c7AO5C2AEAAJbGBcoAAMDSuGhA/3zOy9GjR1WhQgW3fwYQAABwDWOMzpw5o7CwsCt+dhphR9LRo0e5MwYAgBLqyJEjqlKlymWnE3Yk+6Pajxw5Il9f3yKuBgAA5EVqaqqqVq3q8KHMuSHs6P8+o8jX15ewAwBACXO1S1C4QBkAAFgaYQcAAFgaYQcAAFgaYQcAAFgaYQcAAFgaYQcAAFhakYadmJgY3XLLLapQoYKCgoLUvXt37d+/36FP27ZtZbPZHF6PP/64Q5/Dhw+rW7duKlu2rIKCgjR27FhlZmYW5qYAAIBiqkifs7NlyxZFRUXplltuUWZmpp599ll17NhRe/fuVbly5ez9Bg8erMmTJ9vfly1b1v71xYsX1a1bN4WEhOibb77RsWPH1LdvX5UuXVpTp04t1O0BAADFT7H61PMTJ04oKChIW7ZsUWRkpKR/juw0btxYs2bNynWeNWvW6M4779TRo0cVHBwsSZo7d67GjRunEydOyMvL66rrTU1NlZ+fn1JSUnioIAAAJURe/34Xq2t2UlJSJEkBAQEO7YsXL1blypXVoEEDRUdH6/z58/ZpsbGxatiwoT3oSFKnTp2UmpqqPXv25LqetLQ0paamOrwAAIA1FZuPi8jKytKIESPUqlUrNWjQwN7+8MMPq1q1agoLC9OuXbs0btw47d+/XytWrJAkJSQkOAQdSfb3CQkJua4rJiZGkyZNctOWAACA4qTYhJ2oqCj98ssv+uqrrxzahwwZYv+6YcOGCg0NVfv27XXo0CHVrFkzX+uKjo7WqFGj7O+zP0gMAABYT7E4jTV06FCtXr1amzdvvuJHtEtSs2bNJEkHDx6UJIWEhCgxMdGhT/b7kJCQXJfh7e1t/9BPPvwTAABrK9KwY4zR0KFDtXLlSm3atEnh4eFXnWfnzp2SpNDQUElSixYttHv3bh0/ftzeZ/369fL19VVERIRb6gYAACVHkZ7GioqK0pIlS7Rq1SpVqFDBfo2Nn5+ffHx8dOjQIS1ZskRdu3ZVpUqVtGvXLo0cOVKRkZG68cYbJUkdO3ZURESE+vTpo+nTpyshIUHPP/+8oqKi5O3tXZSbBwD5Vv2Zz4q6BKfFT+tW1CUAuSrSIztvv/22UlJS1LZtW4WGhtpfH3/8sSTJy8tLGzZsUMeOHVW3bl2NHj1aPXv21Keffmpfhqenp1avXi1PT0+1aNFCjzzyiPr27evwXB4AAHDtKtIjO1d7xE/VqlW1ZcuWqy6nWrVq+vzzz11VFgAAsJBicYEyAACAuxB2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRF2AACApRVp2ImJidEtt9yiChUqKCgoSN27d9f+/fsd+ly4cEFRUVGqVKmSypcvr549eyoxMdGhz+HDh9WtWzeVLVtWQUFBGjt2rDIzMwtzUwAAQDFVpGFny5YtioqK0rfffqv169crIyNDHTt21Llz5+x9Ro4cqU8//VRLly7Vli1bdPToUfXo0cM+/eLFi+rWrZvS09P1zTffaOHChVqwYIEmTJhQFJsEAACKGZsxxhR1EdlOnDihoKAgbdmyRZGRkUpJSVFgYKCWLFmi++67T5L066+/ql69eoqNjVXz5s21Zs0a3XnnnTp69KiCg4MlSXPnztW4ceN04sQJeXl5XXW9qamp8vPzU0pKinx9fd26jQCQF9Wf+ayoS3Ba/LRuRV0CrjF5/ftdrK7ZSUlJkSQFBARIknbs2KGMjAx16NDB3qdu3bq6/vrrFRsbK0mKjY1Vw4YN7UFHkjp16qTU1FTt2bMn1/WkpaUpNTXV4QUAAKyp2ISdrKwsjRgxQq1atVKDBg0kSQkJCfLy8pK/v79D3+DgYCUkJNj7/DvoZE/PnpabmJgY+fn52V9Vq1Z18dYAAIDiotiEnaioKP3yyy/66KOP3L6u6OhopaSk2F9Hjhxx+zoBAEDRKFXUBUjS0KFDtXr1am3dulVVqlSxt4eEhCg9PV3JyckOR3cSExMVEhJi7/Pdd985LC/7bq3sPpfy9vaWt7e3i7cCAAAUR0V6ZMcYo6FDh2rlypXatGmTwsPDHaY3adJEpUuX1saNG+1t+/fv1+HDh9WiRQtJUosWLbR7924dP37c3mf9+vXy9fVVRERE4WwIAAAotor0yE5UVJSWLFmiVatWqUKFCvZrbPz8/OTj4yM/Pz8NGjRIo0aNUkBAgHx9ffXUU0+pRYsWat68uSSpY8eOioiIUJ8+fTR9+nQlJCTo+eefV1RUFEdvAABA0Yadt99+W5LUtm1bh/b58+erf//+kqSZM2fKw8NDPXv2VFpamjp16qQ5c+bY+3p6emr16tV64okn1KJFC5UrV079+vXT5MmTC2szAABAMVasnrNTVHjODoDihufsAFdXIp+zAwAA4GqEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGlOh50ff/xRu3fvtr9ftWqVunfvrmeffVbp6ekuLQ4AAKCgnA47jz32mH777TdJ0u+//65evXqpbNmyWrp0qZ5++mmXFwgAAFAQToed3377TY0bN5YkLV26VJGRkVqyZIkWLFig5cuXu7o+AACAAnE67BhjlJWVJUnasGGDunbtKkmqWrWqTp486drqAAAACsjpsNO0aVNNmTJFixYt0pYtW9StWzdJUlxcnIKDg11eIAAAQEE4HXZmzZqlH3/8UUOHDtVzzz2nWrVqSZKWLVumli1burxAAACAgijl7Aw33nijw91Y2V555RV5enq6pCgAAABXyddzdpKTk/Xee+8pOjpaSUlJkqS9e/fq+PHjLi0OAACgoJw+srNr1y61b99e/v7+io+P1+DBgxUQEKAVK1bo8OHD+u9//+uOOgEAAPLF6SM7o0aN0oABA3TgwAGVKVPG3t61a1dt3brVpcUBAAAUlNNh5/vvv9djjz2Wo/26665TQkKCS4oCAABwFafDjre3t1JTU3O0//bbbwoMDHRJUQAAAK7idNi5++67NXnyZGVkZEiSbDabDh8+rHHjxqlnz54uLxAAAKAgnA47r732ms6ePaugoCD9/fffatOmjWrVqqUKFSropZdeckeNAAAA+eb03Vh+fn5av369vv76a/388886e/asbr75ZnXo0MEd9QEAABSI02EnW6tWrdSqVStX1gIAAOByTp/GGjZsmGbPnp2j/c0339SIESNcURMAAIDLOB12li9fnusRnZYtW2rZsmUuKQoAAMBVnA47p06dkp+fX452X19fnTx50iVFAQAAuIrTYadWrVpau3ZtjvY1a9aoRo0aLikKAADAVZy+QHnUqFEaOnSoTpw4odtvv12StHHjRr322muaNWuWq+sDAAAoEKfDzsCBA5WWlqaXXnpJL774oiSpevXqevvtt9W3b1+XFwgAAFAQ+br1/IknntATTzyhEydOyMfHR+XLl3d1XQAAAC6R7+fsSOKzsAAAQLHn9AXKiYmJ6tOnj8LCwlSqVCl5eno6vAAAAIoTp4/s9O/fX4cPH9b48eMVGhoqm83mjroAAABcwumw89VXX2nbtm1q3LixG8oBAABwLadPY1WtWlXGGHfUAgAA4HJOh51Zs2bpmWeeUXx8vBvKAQAAcC2nT2M9+OCDOn/+vGrWrKmyZcuqdOnSDtOTkpJcVhwAAEBBOR12eEoyAAAoSZwOO/369XNHHQAAAG7h9DU7knTo0CE9//zzeuihh3T8+HFJ/3wQ6J49e1xaHAAAQEE5HXa2bNmihg0bavv27VqxYoXOnj0rSfr55581ceJElxcIAABQEE6HnWeeeUZTpkzR+vXr5eXlZW+//fbb9e2337q0OAAAgIJyOuzs3r1b9957b472oKAgnTx50iVFAQAAuIrTYcff31/Hjh3L0f7TTz/puuuuc0lRAAAAruJ02OnVq5fGjRunhIQE2Ww2ZWVl6euvv9aYMWPUt29fd9QIAACQb06HnalTp6pu3bqqWrWqzp49q4iICEVGRqply5Z6/vnn3VEjAABAvjn1nB1jjBISEjR79mxNmDBBu3fv1tmzZ3XTTTepdu3a7qoRAAAg35wOO7Vq1dKePXtUu3ZtVa1a1V11AQAAuIRTp7E8PDxUu3ZtnTp1yl31AAAAuJTT1+xMmzZNY8eO1S+//OKOegAAAFzK6c/G6tu3r86fP69GjRrJy8tLPj4+DtP51HMAAFCc8KnnAADA0pwKOxkZGdqyZYvGjx+v8PBwd9UEAADgMk6FndKlS2v58uUaP368u+oBAJRQ1Z/5rKhLcFr8tG5FXQIKgdMXKHfv3l2ffPKJG0oBAABwPafDTu3atTV58mTdd999iomJ0ezZsx1ezti6davuuusuhYWFyWaz5QhR/fv3l81mc3h17tzZoU9SUpJ69+4tX19f+fv7a9CgQTp79qyzmwUAACzK6QuU582bJ39/f+3YsUM7duxwmGaz2TRs2LA8L+vcuXNq1KiRBg4cqB49euTap3Pnzpo/f779vbe3t8P03r1769ixY1q/fr0yMjI0YMAADRkyREuWLHFiqwAAgFU5HXbi4uJctvIuXbqoS5cuV+zj7e2tkJCQXKft27dPa9eu1ffff6+mTZtKkt544w117dpVr776qsLCwlxWKwAAKJmcPo1V2L788ksFBQWpTp06euKJJxye3hwbGyt/f3970JGkDh06yMPDQ9u3b7/sMtPS0pSamurwAgAA1uT0kZ2BAwdecfr777+f72Iu1blzZ/Xo0UPh4eE6dOiQnn32WXXp0kWxsbHy9PRUQkKCgoKCHOYpVaqUAgIClJCQcNnlxsTEaNKkSS6rEwAAFF9Oh53Tp087vM/IyNAvv/yi5ORk3X777S4rTJJ69epl/7phw4a68cYbVbNmTX355Zdq3759vpcbHR2tUaNG2d+npqbyoaYAAFiU02Fn5cqVOdqysrL0xBNPqGbNmi4p6nJq1KihypUr6+DBg2rfvr1CQkJ0/Phxhz6ZmZlKSkq67HU+0j/XAV16oTMAALAml1yz4+HhoVGjRmnmzJmuWNxl/fnnnzp16pRCQ0MlSS1atFBycrLDXWGbNm1SVlaWmjVr5tZaAABAyeD0kZ3LOXTokDIzM52a5+zZszp48KD9fVxcnHbu3KmAgAAFBARo0qRJ6tmzp0JCQnTo0CE9/fTTqlWrljp16iRJqlevnjp37qzBgwdr7ty5ysjI0NChQ9WrVy/uxAIAAJLyEXb+fa2LJBljdOzYMX322Wfq16+fU8v64Ycf1K5duxzL7tevn95++23t2rVLCxcuVHJyssLCwtSxY0e9+OKLDqegFi9erKFDh6p9+/by8PBQz549nX64IQAAsC6bMcY4M8O/w4n0zymswMBA3X777Ro4cKBKlXLZwaJCk5qaKj8/P6WkpMjX17eoywGAEvk5UyURn41VsuX177fTyWTz5s0FKgwAAKAwOX2BclxcnA4cOJCj/cCBA4qPj3dFTQAAAC7jdNjp37+/vvnmmxzt27dvV//+/V1REwAAgMs4HXZ++ukntWrVKkd78+bNtXPnTlfUBAAA4DJOhx2bzaYzZ87kaE9JSdHFixddUhQAAICrOB12IiMjFRMT4xBsLl68qJiYGN12220uLQ4AAKCgnL4b6+WXX1ZkZKTq1Kmj1q1bS5K2bdum1NRUbdq0yeUFAgAAFITTR3YiIiK0a9cuPfDAAzp+/LjOnDmjvn376tdff1WDBg3cUSMAAEC+5esJgGFhYZo6daqrawEAAHA5p4/szJ8/X0uXLs3RvnTpUi1cuNAlRQEAALiK02EnJiZGlStXztEeFBTE0R4AAFDsOB12Dh8+rPDw8Bzt1apV0+HDh11SFAAAgKs4HXaCgoK0a9euHO0///yzKlWq5JKiAAAAXMXpsPPQQw9p2LBh2rx5sy5evKiLFy9q06ZNGj58uHr16uWOGgEAAPLN6buxXnzxRcXHx6t9+/YqVeqf2bOystS3b1+u2QEAAMWO02HHy8tLH3/8sV588UX9/PPP8vHxUcOGDVWtWjV31AcAAFAg+XrOjiQFBASoXbt2ud6ZBQAAUFw4dc1OcnKyoqKiVLlyZQUHBys4OFiVK1fW0KFDlZyc7KYSAQAA8i/PR3aSkpLUokUL/fXXX+rdu7fq1asnSdq7d68WLFigjRs36ptvvlHFihXdViwAAICz8hx2Jk+eLC8vLx06dEjBwcE5pnXs2FGTJ0/WzJkzXV4kAABAfuX5NNYnn3yiV199NUfQkaSQkBBNnz5dK1eudGlxAAAABZXnsHPs2DHVr1//stMbNGighIQElxQFAADgKnkOO5UrV1Z8fPxlp8fFxSkgIMAVNQEAALhMnsNOp06d9Nxzzyk9PT3HtLS0NI0fP16dO3d2aXEAAAAF5dQFyk2bNlXt2rUVFRWlunXryhijffv2ac6cOUpLS9OiRYvcWSsAAIDT8hx2qlSpotjYWD355JOKjo6WMUaSZLPZdMcdd+jNN99U1apV3VYoYDXVn/msqEu4ZsRP61bUJQAoQk49QTk8PFxr1qzR6dOndeDAAUlSrVq1uFYHAAAUW/n6uIiKFSvq1ltvdXUtAOAWHEUDrm1OfVwEAABASUPYAQAAlkbYAQAAlpansHPzzTfr9OnTkv65Bf38+fNuLQoAAMBV8hR29u3bp3PnzkmSJk2apLNnz7q1KAAAAFfJ091YjRs31oABA3TbbbfJGKNXX31V5cuXz7XvhAkTXFogAABAQeQp7CxYsEATJ07U6tWrZbPZtGbNGpUqlXNWm81G2AEAAMVKnsJOnTp19NFHH0mSPDw8tHHjRgUFBbm1MAAAAFdw+qGCWVlZ7qgDAADALfL1BOVDhw5p1qxZ2rdvnyQpIiJCw4cPV82aNV1aHAAAQEE5/ZyddevWKSIiQt99951uvPFG3Xjjjdq+fbvq16+v9evXu6NGAACAfHP6yM4zzzyjkSNHatq0aTnax40bpzvuuMNlxQEAABSU00d29u3bp0GDBuVoHzhwoPbu3euSogAAAFzF6bATGBionTt35mjfuXMnd2gBAIBix+nTWIMHD9aQIUP0+++/q2XLlpKkr7/+Wi+//LJGjRrl8gIBAAAKwumwM378eFWoUEGvvfaaoqOjJUlhYWF64YUXNGzYMJcXCAAAUBBOhx2bzaaRI0dq5MiROnPmjCSpQoUKLi8MAADAFfL1nJ1shBwAAFDcOX2BMgAAQElC2AEAAJZG2AEAAJbmVNjJyMhQ+/btdeDAAXfVAwAA4FJOhZ3SpUtr165d7qoFAADA5Zw+jfXII49o3rx57qgFAADA5Zy+9TwzM1Pvv/++NmzYoCZNmqhcuXIO02fMmOGy4gAAAArK6bDzyy+/6Oabb5Yk/fbbbw7TbDaba6oCAABwEafDzubNm91RBwAAgFvk+9bzgwcPat26dfr7778lScYYlxUFAADgKk6HnVOnTql9+/a64YYb1LVrVx07dkySNGjQII0ePdrlBQIAABSE02Fn5MiRKl26tA4fPqyyZcva2x988EGtXbvWpcUBAAAUlNPX7HzxxRdat26dqlSp4tBeu3Zt/fHHHy4rDAAAwBWcPrJz7tw5hyM62ZKSkuTt7e2SogAAAFzF6bDTunVr/fe//7W/t9lsysrK0vTp09WuXTunlrV161bdddddCgsLk81m0yeffOIw3RijCRMmKDQ0VD4+PurQoUOOj6pISkpS79695evrK39/fw0aNEhnz551drMAAIBFOR12pk+frnfffVddunRRenq6nn76aTVo0EBbt27Vyy+/7NSyzp07p0aNGumtt9667Lpmz56tuXPnavv27SpXrpw6deqkCxcu2Pv07t1be/bs0fr167V69Wpt3bpVQ4YMcXazAACARdlMPu4ZT0lJ0Ztvvqmff/5ZZ8+e1c0336yoqCiFhobmvxCbTStXrlT37t0l/XNUJywsTKNHj9aYMWPs6w0ODtaCBQvUq1cv7du3TxEREfr+++/VtGlTSdLatWvVtWtX/fnnnwoLC8vTulNTU+Xn56eUlBT5+vrmexsAZ1R/5rOiLgG45sVP61bUJaAA8vr32+kLlCXJz89Pzz33XL6Ly4u4uDglJCSoQ4cODutt1qyZYmNj1atXL8XGxsrf398edCSpQ4cO8vDw0Pbt23Xvvffmuuy0tDSlpaXZ36emprpvQwAAQJHKV9g5ffq05s2bp3379kmSIiIiNGDAAAUEBLissISEBElScHCwQ3twcLB9WkJCgoKCghymlypVSgEBAfY+uYmJidGkSZNcVisAACi+nL5mZ+vWrapevbpmz56t06dP6/Tp05o9e7bCw8O1detWd9ToctHR0UpJSbG/jhw5UtQlAQAAN3H6yE5UVJQefPBBvf322/L09JQkXbx4UU8++aSioqK0e/dulxQWEhIiSUpMTHS4FigxMVGNGze29zl+/LjDfJmZmUpKSrLPnxtvb29ukwcA4Brh9JGdgwcPavTo0fagI0menp4aNWqUDh486LLCwsPDFRISoo0bN9rbUlNTtX37drVo0UKS1KJFCyUnJ2vHjh32Pps2bVJWVpaaNWvmsloAAEDJ5fSRnZtvvln79u1TnTp1HNr37dunRo0aObWss2fPOgSkuLg47dy5UwEBAbr++us1YsQITZkyRbVr11Z4eLjGjx+vsLAw+x1b9erVU+fOnTV48GDNnTtXGRkZGjp0qHr16pXnO7EAAIC15Sns7Nq1y/71sGHDNHz4cB08eFDNmzeXJH377bd66623NG3aNKdW/sMPPzg8iHDUqFGSpH79+mnBggV6+umnde7cOQ0ZMkTJycm67bbbtHbtWpUpU8Y+z+LFizV06FC1b99eHh4e6tmzp2bPnu1UHQAAwLry9JwdDw8P2Ww2Xa2rzWbTxYsXXVZcYeE5OygKPGcHKHo8Z6dkc+lzduLi4lxWGAAAQGHKU9ipVq2au+sAAABwi3w9VPDo0aP66quvdPz4cWVlZTlMGzZsmEsKAwAAcAWnw86CBQv02GOPycvLS5UqVZLNZrNPs9lshB0AAFCsOB12xo8frwkTJig6OloeHk4/pgcAAKBQOZ1Wzp8/r169ehF0AABAieB0Yhk0aJCWLl3qjloAAABczunTWDExMbrzzju1du1aNWzYUKVLl3aYPmPGDJcVBwAAUFD5Cjvr1q2zf1zEpRcoAwBQUpTEh3vyIETnOR12XnvtNb3//vvq37+/G8oBAABwLaev2fH29larVq3cUQsAAIDLOR12hg8frjfeeMMdtQAAALic06exvvvuO23atEmrV69W/fr1c1ygvGLFCpcVBwAAUFBOhx1/f3/16NHDHbUAAAC4nNNhZ/78+e6oAwAAwC14DDIAALA0p4/shIeHX/F5Or///nuBCgIAAHAlp8POiBEjHN5nZGTop59+0tq1azV27FhX1QUAAOASToed4cOH59r+1ltv6YcffihwQQAAAK7ksmt2unTpouXLl7tqcQAAAC7hsrCzbNkyBQQEuGpxAAAALuH0aaybbrrJ4QJlY4wSEhJ04sQJzZkzx6XFAQAAFJTTYad79+4O7z08PBQYGKi2bduqbt26rqoLAADAJZwOOxMnTnRHHQAAAG7BQwUBAICl5fnIjoeHxxUfJihJNptNmZmZBS4KAADAVfIcdlauXHnZabGxsZo9e7aysrJcUhQAAICr5Dns3HPPPTna9u/fr2eeeUaffvqpevfurcmTJ7u0OAAAgILK1zU7R48e1eDBg9WwYUNlZmZq586dWrhwoapVq+bq+gAAAArEqbCTkpKicePGqVatWtqzZ482btyoTz/9VA0aNHBXfQAAAAWS59NY06dP18svv6yQkBB9+OGHuZ7WAgAAKG5sxhiTl44eHh7y8fFRhw4d5Onpedl+K1ascFlxhSU1NVV+fn5KSUmRr69vUZeDa0T1Zz4r6hIAlEDx07oVdQnFRl7/fuf5yE7fvn2veus5AABAcZPnsLNgwQI3lgEAAOAePEEZAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYGmEHAABYWrEOOy+88IJsNpvDq27duvbpFy5cUFRUlCpVqqTy5curZ8+eSkxMLMKKAQBAcVOsw44k1a9fX8eOHbO/vvrqK/u0kSNH6tNPP9XSpUu1ZcsWHT16VD169CjCagEAQHFTqqgLuJpSpUopJCQkR3tKSormzZunJUuW6Pbbb5ckzZ8/X/Xq1dO3336r5s2bF3apAACgGCr2R3YOHDigsLAw1ahRQ71799bhw4clSTt27FBGRoY6dOhg71u3bl1df/31io2NveIy09LSlJqa6vACAADWVKzDTrNmzbRgwQKtXbtWb7/9tuLi4tS6dWudOXNGCQkJ8vLykr+/v8M8wcHBSkhIuOJyY2Ji5OfnZ39VrVrVjVsBAACKUrE+jdWlSxf71zfeeKOaNWumatWq6X//+598fHzyvdzo6GiNGjXK/j41NZXAAwCARRXrIzuX8vf31w033KCDBw8qJCRE6enpSk5OduiTmJiY6zU+/+bt7S1fX1+HFwAAsKYSFXbOnj2rQ4cOKTQ0VE2aNFHp0qW1ceNG+/T9+/fr8OHDatGiRRFWCQAAipNifRprzJgxuuuuu1StWjUdPXpUEydOlKenpx566CH5+flp0KBBGjVqlAICAuTr66unnnpKLVq04E4sAABgV6zDzp9//qmHHnpIp06dUmBgoG677TZ9++23CgwMlCTNnDlTHh4e6tmzp9LS0tSpUyfNmTOniKsGAADFic0YY4q6iKKWmpoqPz8/paSkcP0OCk31Zz4r6hIAlEDx07oVdQnFRl7/fpeoa3YAAACcRdgBAACWRtgBAACWRtgBAACWRtgBAACWRtgBAACWRtgBAACWVqwfKggAAByVxGd0FfWzgTiyAwAALI2wAwAALI2wAwAALI2wAwAALI2wAwAALI2wAwAALI2wAwAALI2wAwAALI2HCiIHHlgFALASjuwAAABLI+wAAABLI+wAAABLI+wAAABLI+wAAABLI+wAAABL49ZzNyuJt3EDAGAlHNkBAACWRtgBAACWxmksWAKnCwEAl8ORHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmEHQAAYGmWCTtvvfWWqlevrjJlyqhZs2b67rvvirokAABQDFgi7Hz88ccaNWqUJk6cqB9//FGNGjVSp06ddPz48aIuDQAAFDFLhJ0ZM2Zo8ODBGjBggCIiIjR37lyVLVtW77//flGXBgAAilipoi6goNLT07Vjxw5FR0fb2zw8PNShQwfFxsbmOk9aWprS0tLs71NSUiRJqampLq8vK+28y5cJAEBJ4o6/r/9erjHmiv1KfNg5efKkLl68qODgYIf24OBg/frrr7nOExMTo0mTJuVor1q1qltqBADgWuY3y73LP3PmjPz8/C47vcSHnfyIjo7WqFGj7O+zsrKUlJSkSpUqyWaz5Xu5qampqlq1qo4cOSJfX19XlGppjFfeMVZ5x1g5h/HKO8Yq7wprrIwxOnPmjMLCwq7Yr8SHncqVK8vT01OJiYkO7YmJiQoJCcl1Hm9vb3l7ezu0+fv7u6wmX19ffhCcwHjlHWOVd4yVcxivvGOs8q4wxupKR3SylfgLlL28vNSkSRNt3LjR3paVlaWNGzeqRYsWRVgZAAAoDkr8kR1JGjVqlPr166emTZvq1ltv1axZs3Tu3DkNGDCgqEsDAABFzBJh58EHH9SJEyc0YcIEJSQkqHHjxlq7dm2Oi5bdzdvbWxMnTsxxigy5Y7zyjrHKO8bKOYxX3jFWeVfcxspmrna/FgAAQAlW4q/ZAQAAuBLCDgAAsDTCDgAAsDTCDgAAsDTCDgAAsDTCTgF8+eWXstlsub6+//77y8534cIFRUVFqVKlSipfvrx69uyZ4wnQVvXZZ5+pWbNm8vHxUcWKFdW9e/cr9u/fv3+Ose3cuXPhFFsMODtexhhNmDBBoaGh8vHxUYcOHXTgwIHCKbYIVa9ePcd+Mm3atCvO07Zt2xzzPP7444VUcdHJz1hdy7+zsqWlpalx48ay2WzauXPnFfteq/tWNmfGqrD2LcJOAbRs2VLHjh1zeD366KMKDw9X06ZNLzvfyJEj9emnn2rp0qXasmWLjh49qh49ehRi5UVj+fLl6tOnjwYMGKCff/5ZX3/9tR5++OGrzte5c2eHMf7www8Lodqil5/xmj59umbPnq25c+dq+/btKleunDp16qQLFy4UUtVFZ/LkyQ77yVNPPXXVeQYPHuwwz/Tp0wuh0qLn7Fhdq7+z/u3pp5++6ucv/du1um9Jzo1Voe1bBi6Tnp5uAgMDzeTJky/bJzk52ZQuXdosXbrU3rZv3z4jycTGxhZGmUUiIyPDXHfddea9995zar5+/fqZe+65xz1FFWP5Ga+srCwTEhJiXnnlFXtbcnKy8fb2Nh9++KE7yiw2qlWrZmbOnOnUPG3atDHDhw93Sz3FmbNjda3+zvq3zz//3NStW9fs2bPHSDI//fTTFftfq/uWMc6NVWHuWxzZcaH/9//+n06dOnXFj6nYsWOHMjIy1KFDB3tb3bp1df311ys2NrYwyiwSP/74o/766y95eHjopptuUmhoqLp06aJffvnlqvN++eWXCgoKUp06dfTEE0/o1KlThVBx0crPeMXFxSkhIcFh3/Lz81OzZs0svW9lmzZtmipVqqSbbrpJr7zyijIzM686z+LFi1W5cmU1aNBA0dHROn/+fCFUWvScGatr9XdWtsTERA0ePFiLFi1S2bJl8zzftbhvOTtWhblvWeLjIoqLefPmqVOnTqpSpcpl+yQkJMjLyyvHp6wHBwcrISHBzRUWnd9//12S9MILL2jGjBmqXr26XnvtNbVt21a//fabAgICcp2vc+fO6tGjh8LDw3Xo0CE9++yz6tKli2JjY+Xp6VmYm1Co8jNe2fvPpR+TYvV9S5KGDRumm2++WQEBAfrmm28UHR2tY8eOacaMGZed5+GHH1a1atUUFhamXbt2ady4cdq/f79WrFhRiJUXPmfH6lr9nSX9cw1c//799fjjj6tp06aKj4/P03zX4r6Vn7Eq1H3LpceJLGLcuHFG0hVf+/btc5jnyJEjxsPDwyxbtuyKy168eLHx8vLK0X7LLbeYp59+2qXbURjyOlaLFy82ksw777xjn/fChQumcuXKZu7cuXle36FDh4wks2HDBndsjtu5c7y+/vprI8kcPXrUof3+++83DzzwgFu3yx3y83OYbd68eaZUqVLmwoULeV7fxo0bjSRz8OBBV21CoXHnWFntd5YxeR+v119/3bRq1cpkZmYaY4yJi4vL02msS10L+1Z+xqow9y2O7ORi9OjR6t+//xX71KhRw+H9/PnzValSJd19991XnC8kJETp6elKTk52SLOJiYkKCQnJb8lFJq9jdezYMUlSRESEvd3b21s1atTQ4cOH87y+GjVqqHLlyjp48KDat2+fr5qLkjvHK3v/SUxMVGhoqL09MTFRjRs3LljhRSA/P4fZmjVrpszMTMXHx6tOnTp5Wl+zZs0kSQcPHlTNmjWdqrWouXOsrPY7S8r7eG3atEmxsbE5PsyyadOm6t27txYuXJin9V0L+1Z+xqpQ9y2XRqdrVFZWlgkPDzejR4++at/sC7L+fQTo119/tfzFfikpKcbb29vhgtv09HQTFBTkcPTiao4cOWJsNptZtWqVO8osNvIzXtkXKL/66qs5lmP1C5Qv9cEHHxgPDw+TlJSU53m++uorI8n8/PPPbqys+LnaWF2rv7OMMeaPP/4wu3fvtr/WrVtnJJlly5aZI0eO5Hk518K+lZ+xKsx9i7DjAhs2bLjsYeI///zT1KlTx2zfvt3e9vjjj5vrr7/ebNq0yfzwww+mRYsWpkWLFoVZcpEYPny4ue6668y6devMr7/+agYNGmSCgoIcfsnWqVPHrFixwhhjzJkzZ8yYMWNMbGysiYuLMxs2bDA333yzqV27tlOnJ0oqZ8fLGGOmTZtm/P39zapVq8yuXbvMPffcY8LDw83ff/9dFJtQKL755hszc+ZMs3PnTnPo0CHzwQcfmMDAQNO3b197n0t/Dg8ePGgmT55sfvjhBxMXF2dWrVplatSoYSIjI4tqMwpFfsbKmGv3d9alcjs1w76Vu7yMlTGFt28RdlzgoYceMi1btsx1WvY3fPPmzfa2v//+2zz55JOmYsWKpmzZsubee+81x44dK6Rqi056eroZPXq0CQoKMhUqVDAdOnQwv/zyi0MfSWb+/PnGGGPOnz9vOnbsaAIDA03p0qVNtWrVzODBg01CQkIRVF/4nB0vY/45ujN+/HgTHBxsvL29Tfv27c3+/fsLufLCtWPHDtOsWTPj5+dnypQpY+rVq2emTp3qEIgv/Tk8fPiwiYyMNAEBAcbb29vUqlXLjB071qSkpBTRVhSO/IyVMdfu76xL5fYHnH0rd3kZK2MKb9+yGWOMa0+MAQAAFB88ZwcAAFgaYQcAAFgaYQcAAFgaYQcAAFgaYQcAAFgaYQcAAFgaYQcAAFgaYQcAAFgaYQcAAFgaYQcAAFgaYQcAAFja/wf2yQoa78tabAAAAABJRU5ErkJggg==", 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01FSsWNH07NnT7N6920hyuR360q3Tx44dy3c8P//8s7nvvvtMSEiICQ4ONn/5y1/MoUOHCr2F+/I+CrstuqCvU0Fyc3NNYmKiiY2NNeXLlzdRUVFm1KhRzttsr7SfwsybN880bdrU+Pv7m9DQUPPwww+bn3/+Od96//rXv0yNGjWMn5+fadKkiVm+fHm+W4WNMearr74yzZo1M35+fpZvxT5y5Ijp16+fCQsLM35+fubmm28u8Bbla7n9urDtPv74Y9OoUSMTEBBgYmJizMSJE83MmTONJJOWluZczxO3XxtjzOLFi039+vVNuXLlXLYv7PbrV1991WX7NWvWGElm/vz5Lu2F/btcs2aN6dKliwkODjYBAQGmZs2aJi4uzmzevNlS3fjjcRjj5iw+AMUqJSVFTZs21b/+9S89/PDDJV0OAJRKzJEBSoGCPk8nOTlZPj4+V3yiLgD8kTFHBigFJk2apC1btqhDhw4qV66cli5dqqVLl2rgwIH5nsMBzzp//nyBn/3ze8HBwQXeFu2uY8eOFXkruJ+fn0JDQ6+6f3cVx7ECxY1LS0ApsGLFCiUmJmrnzp3KysrSjTfeqD59+uiFF17gORpetnbt2itORp41a5bLh4laFRMTU+QD89q1a6e1a9dedf/uKo5jBYobQQbAH9qpU6e0ZcuWItdp0KCBqlWrdtX72LBhQ4GXDy+5/vrrnXe/eVNxHCtQ3AgyAADAtpjsCwAAbKvMX3zPy8vToUOHVKlSpRL7HBgAAGCNMUZnzpxRZGRkvg9r/b0yH2QOHTrEXR8AANjUTz/9pOrVqxe6vMwHmUuPDf/pp5/4OHgAAGwiMzNTUVFRV/z4jzIfZC5dTgoKCiLIAABgM1eaFsJkXwAAYFsEGQAAYFsEGQAAYFsEGQAAYFsEGQAAYFsEGQAAYFsEGQAAYFsEGQAAYFsEGQAAYFsEGQAAYFsEGQAAYFsEGQAAYFsEGQAAYFsEGQAAYFvlSroAoKyKGbmkpEuw7MCEbiVdAgBYwhkZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWwQZAABgWyUaZJKSknTrrbeqUqVKCg8PV8+ePbV7926Xddq3by+Hw+Hy+utf/1pCFQMAgNKkRIPMunXrFB8fr02bNmnFihXKzc3VXXfdpezsbJf1BgwYoMOHDztfkyZNKqGKAQBAaVKuJHe+bNkyl/ezZ89WeHi4tmzZorZt2zrbr7vuOkVERBR3eQAAoJQrVXNkMjIyJEmhoaEu7f/+978VFhamhg0batSoUTp79myhfeTk5CgzM9PlBQAAyqYSPSPze3l5eRo6dKhat26thg0bOtv/7//+T9HR0YqMjNT27ds1YsQI7d69WwsWLCiwn6SkJCUmJhZX2QAAoAQ5jDGmpIuQpEGDBmnp0qX68ssvVb169ULXW716tTp16qTU1FTVrFkz3/KcnBzl5OQ432dmZioqKkoZGRkKCgrySu1AQWJGLinpEiw7MKFbSZcAAJJ++/kdHBx8xZ/fpeKMzODBg/Xpp59q/fr1RYYYSWrZsqUkFRpk/P395e/v75U6AQBA6VKiQcYYo6eeekoLFy7U2rVrFRsbe8VtUlJSJEnVqlXzcnUAAKC0K9EgEx8frw8++ECLFy9WpUqVlJ6eLkkKDg5WYGCg9u3bpw8++ED33HOPKleurO3bt2vYsGFq27atGjVqVJKlAwCAUqBEg8y0adMk/fbQu9+bNWuW4uLi5Ofnp5UrVyo5OVnZ2dmKiorS/fffrxdffLEEqgUAAKVNiV9aKkpUVJTWrVtXTNUAAAC7KVXPkQEAALCCIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGyLIAMAAGzLcpDZunWrvvvuO+f7xYsXq2fPnnr++ed1/vx5jxYHAABQFMtB5oknntCePXskSfv379dDDz2k6667TvPnz9dzzz3n8QIBAAAKYznI7NmzR02aNJEkzZ8/X23bttUHH3yg2bNn66OPPvJ0fQAAAIWyHGSMMcrLy5MkrVy5Uvfcc48kKSoqSsePH/dsdQAAAEWwHGSaN2+ul19+WXPmzNG6devUrVs3SVJaWpqqVq3q8QIBAAAKYznIJCcna+vWrRo8eLBeeOEF1apVS5L04YcfqlWrVh4vEAAAoDDlrG7QqFEjl7uWLnn11Vfl6+vrkaIAAADccVXPkTl9+rTee+89jRo1SidPnpQk7dy5U0ePHvVocQAAAEWxfEZm+/bt6tSpk0JCQnTgwAENGDBAoaGhWrBggQ4ePKh//vOf3qgTAAAgH8tnZBISEtSvXz/t3btXAQEBzvZ77rlH69ev92hxAAAARbEcZP73v//piSeeyNd+ww03KD093VJfSUlJuvXWW1WpUiWFh4erZ8+e2r17t8s6v/76q+Lj41W5cmVVrFhR999/v44cOWK1bAAAUAZZDjL+/v7KzMzM175nzx5VqVLFUl/r1q1TfHy8Nm3apBUrVig3N1d33XWXsrOznesMGzZMn3zyiebPn69169bp0KFD6tWrl9WyAQBAGWR5jkz37t01fvx4/fe//5UkORwOHTx4UCNGjND9999vqa9ly5a5vJ89e7bCw8O1ZcsWtW3bVhkZGZoxY4Y++OADdezYUZI0a9Ys1atXT5s2bdJtt91mtXwAAFCGWD4j8/rrrysrK0vh4eE6d+6c2rVrp1q1aqlSpUr629/+dk3FZGRkSJJCQ0MlSVu2bFFubq46d+7sXKdu3bq68cYbtXHjxgL7yMnJUWZmpssLAACUTZbPyAQHB2vFihXasGGDvv32W2VlZemWW25xCRtXIy8vT0OHDlXr1q3VsGFDSVJ6err8/PwUEhLism7VqlULnY+TlJSkxMTEa6oFAADYg+Ugc0nr1q3VunVrjxUSHx+v77//Xl9++eU19TNq1CglJCQ432dmZioqKupaywMAAKWQ5UtLQ4YM0Ztvvpmv/R//+IeGDh16VUUMHjxYn376qdasWaPq1as72yMiInT+/HmdPn3aZf0jR44oIiKiwL78/f0VFBTk8gIAAGWT5SDz0UcfFXgmplWrVvrwww8t9WWM0eDBg7Vw4UKtXr1asbGxLsubNWum8uXLa9WqVc623bt36+DBg7r99tutlg4AAMoYy5eWTpw4oeDg4HztQUFBOn78uKW+4uPj9cEHH2jx4sWqVKmSc95LcHCwAgMDFRwcrP79+yshIUGhoaEKCgrSU089pdtvv507lgAAgPUzMrVq1cp327QkLV26VDVq1LDU17Rp05SRkaH27durWrVqzte8efOc60yePFl/+tOfdP/996tt27aKiIjQggULrJYNAADKIMtnZBISEjR48GAdO3bM+WyXVatW6fXXX1dycrKlvowxV1wnICBAU6dO1dSpU62WCgAAyjjLQeaxxx5TTk6O/va3v+mll16SJMXExGjatGl69NFHPV4gAABAYa7q9utBgwZp0KBBOnbsmAIDA1WxYkVP1wUAAHBFV/0cGUmWP1sJAADAkyxP9j1y5Ij69OmjyMhIlStXTr6+vi4vAACA4mL5jExcXJwOHjyo0aNHq1q1anI4HN6oCwAA4IosB5kvv/xSX3zxhZo0aeKFcgAAANxn+dJSVFSUW7dNAwAAeJvlIJOcnKyRI0fqwIEDXigHAADAfZYvLT344IM6e/asatasqeuuu07ly5d3WX7y5EmPFQcAAFAUy0HG6tN7AQAAvMVykOnbt6836gAAALDM8hwZSdq3b59efPFF9e7dW0ePHpX024dG7tixw6PFAQAAFMVykFm3bp1uvvlmff3111qwYIGysrIkSd9++63Gjh3r8QIBAAAKYznIjBw5Ui+//LJWrFghPz8/Z3vHjh21adMmjxYHAABQFMtB5rvvvtN9992Xrz08PFzHjx/3SFEAAADusBxkQkJCdPjw4Xzt27Zt0w033OCRogAAANxhOcg89NBDGjFihNLT0+VwOJSXl6cNGzbo2Wef1aOPPuqNGgEAAApkOci88sorqlu3rqKiopSVlaX69eurbdu2atWqlV588UVv1AgAAFAgS8+RMcYoPT1db775psaMGaPvvvtOWVlZatq0qWrXru2tGgHFjFxS0iUAAEohy0GmVq1a2rFjh2rXrq2oqChv1QUAAHBFli4t+fj4qHbt2jpx4oS36gEAAHCb5TkyEyZM0PDhw/X99997ox4AAAC3Wf6spUcffVRnz55V48aN5efnp8DAQJflfPo1AAAoLnz6NQAAsC1LQSY3N1fr1q3T6NGjFRsb662aAAAA3GJpjkz58uX10UcfeasWAAAASyxP9u3Zs6cWLVrkhVIAAACssTxHpnbt2ho/frw2bNigZs2aqUKFCi7LhwwZ4rHiAAAAimI5yMyYMUMhISHasmWLtmzZ4rLM4XAQZAAAQLGxHGTS0tK8UQcAAIBllufIAAAAlBaWz8g89thjRS6fOXPmVRcDAABgheUgc+rUKZf3ubm5+v7773X69Gl17NjRY4UBAABcieUgs3DhwnxteXl5GjRokGrWrOmRogAAANzhkTkyPj4+SkhI0OTJkz3RHQAAgFs8Ntl33759unDhgqe6AwAAuCLLl5YSEhJc3htjdPjwYS1ZskR9+/b1WGEAAABXYjnIbNu2zeW9j4+PqlSpotdff/2KdzQBAAB4kuUgs2bNGm/UAQAAYJnlOTJpaWnau3dvvva9e/fqwIEDnqgJAADALZaDTFxcnL766qt87V9//bXi4uI8URMAAIBbLAeZbdu2qXXr1vnab7vtNqWkpHiiJgAAALdYDjIOh0NnzpzJ156RkaGLFy96pCgAAAB3WA4ybdu2VVJSkktouXjxopKSktSmTRuPFgcAAFAUy3ctTZw4UW3btlWdOnV0xx13SJK++OILZWZmavXq1R4vEAAAoDCWz8jUr19f27dv1wMPPKCjR4/qzJkzevTRR/XDDz+oYcOG3qgRAACgQJbPyEhSZGSkXnnlFU/XAgAAYInlMzKzZs3S/Pnz87XPnz9f77//vkeKAgAAcIflIJOUlKSwsLB87eHh4ZylAQAAxcpykDl48KBiY2PztUdHR+vgwYMeKQoAAMAdloNMeHi4tm/fnq/922+/VeXKlT1SFAAAgDssB5nevXtryJAhWrNmjS5evKiLFy9q9erVevrpp/XQQw95o0YAAIACWQ4yL730klq2bKlOnTopMDBQgYGBuuuuu9SxY0fLc2TWr1+ve++9V5GRkXI4HFq0aJHL8ri4ODkcDpfX3XffbbVkAABQRlm+/drPz0/z5s3TSy+9pG+//VaBgYG6+eabFR0dbXnn2dnZaty4sR577DH16tWrwHXuvvtuzZo1y/ne39/f8n4AAEDZdFXPkZGk0NBQdejQocA7mNzVtWtXde3atch1/P39FRERcdX7AAAAZZelS0unT59WfHy8wsLCVLVqVVWtWlVhYWEaPHiwTp8+7ZUC165dq/DwcNWpU0eDBg3SiRMnilw/JydHmZmZLi8AAFA2uX1G5uTJk7r99tv1yy+/6OGHH1a9evUkSTt37tTs2bO1atUqffXVV7r++us9Vtzdd9+tXr16KTY2Vvv27dPzzz+vrl27auPGjfL19S1wm6SkJCUmJnqsBgAAUHo5jDHGnRWHDh2qVatWaeXKlapatarLsvT0dN11113q1KmTJk+efHWFOBxauHChevbsWeg6+/fvV82aNbVy5Up16tSpwHVycnKUk5PjfJ+ZmamoqChlZGQoKCjoqmpDyYsZuaSkS/hDODChW0mXAACSfvv5HRwcfMWf325fWlq0aJFee+21fCFGkiIiIjRp0iQtXLjw6qp1U40aNRQWFqbU1NRC1/H391dQUJDLCwAAlE1uB5nDhw+rQYMGhS5v2LCh0tPTPVJUYX7++WedOHFC1apV8+p+AACAPbg9RyYsLEwHDhxQ9erVC1yelpam0NBQSzvPyspyObuSlpamlJQUhYaGKjQ0VImJibr//vsVERGhffv26bnnnlOtWrXUpUsXS/sBAABlk9tnZLp06aIXXnhB58+fz7csJydHo0ePtvywus2bN6tp06Zq2rSpJCkhIUFNmzbVmDFj5Ovrq+3bt6t79+666aab1L9/fzVr1kxffPEFz5IBAACSLEz2/fnnn9W8eXP5+/srPj5edevWlTFGu3bt0ltvvaWcnBxt3rxZUVFR3q7ZEncnC6F0Y7Jv8WCyL4DSwt2f325fWqpevbo2btyoJ598UqNGjdKl/ONwOHTnnXfqH//4R6kLMQAAoGyz9GTf2NhYLV26VKdOndLevXslSbVq1bI8NwYAAMATruojCq6//nq1aNHC07UAAABYYvnTrwEAAEoLggwAALAtggwAALAtt4LMLbfcolOnTkmSxo8fr7Nnz3q1KAAAAHe4FWR27dql7OxsSVJiYqKysrK8WhQAAIA73LprqUmTJurXr5/atGkjY4xee+01VaxYscB1x4wZ49ECAQAACuNWkJk9e7bGjh2rTz/9VA6HQ0uXLlW5cvk3dTgcBBkAAFBs3AoyderU0dy5cyVJPj4+WrVqlcLDw71aGAAAwJVYfiBeXl6eN+oAAACw7Kqe7Ltv3z4lJydr165dkqT69evr6aefVs2aNT1aHAAAQFEsP0dm+fLlql+/vr755hs1atRIjRo10tdff60GDRpoxYoV3qgRAACgQJbPyIwcOVLDhg3ThAkT8rWPGDFCd955p8eKAwAAKIrlMzK7du1S//7987U/9thj2rlzp0eKAgAAcIflIFOlShWlpKTka09JSeFOJgAAUKwsX1oaMGCABg4cqP3796tVq1aSpA0bNmjixIlKSEjweIEAAACFsRxkRo8erUqVKun111/XqFGjJEmRkZEaN26chgwZ4vECAQAACmM5yDgcDg0bNkzDhg3TmTNnJEmVKlXyeGEAAABXclXPkbmEAAMAAEqS5cm+AAAApQVBBgAA2BZBBgAA2JalIJObm6tOnTpp79693qoHAADAbZaCTPny5bV9+3Zv1QIAAGCJ5UtLjzzyiGbMmOGNWgAAACyxfPv1hQsXNHPmTK1cuVLNmjVThQoVXJa/8cYbHisOAACgKJaDzPfff69bbrlFkrRnzx6XZQ6HwzNVAQAAuMFykFmzZo036gAAALDsqm+/Tk1N1fLly3Xu3DlJkjHGY0UBAAC4w3KQOXHihDp16qSbbrpJ99xzjw4fPixJ6t+/v5555hmPFwgAAFAYy0Fm2LBhKl++vA4ePKjrrrvO2f7ggw9q2bJlHi0OAACgKJbnyHz++edavny5qlev7tJeu3Zt/fjjjx4rDAAA4Eosn5HJzs52ORNzycmTJ+Xv7++RogAAANxhOcjccccd+uc//+l873A4lJeXp0mTJqlDhw4eLQ4AAKAoli8tTZo0SZ06ddLmzZt1/vx5Pffcc9qxY4dOnjypDRs2eKNGAACAAlk+I9OwYUPt2bNHbdq0UY8ePZSdna1evXpp27ZtqlmzpjdqBAAAKJDlMzKSFBwcrBdeeMHTtQAAAFhyVUHm1KlTmjFjhnbt2iVJql+/vvr166fQ0FCPFgcAAFAUy5eW1q9fr5iYGL355ps6deqUTp06pTfffFOxsbFav369N2oEAAAokOUzMvHx8XrwwQc1bdo0+fr6SpIuXryoJ598UvHx8fruu+88XiQAAEBBLJ+RSU1N1TPPPOMMMZLk6+urhIQEpaamerQ4AACAolgOMrfccotzbszv7dq1S40bN/ZIUQAAAO5w69LS9u3bnX8fMmSInn76aaWmpuq2226TJG3atElTp07VhAkTvFMlAABAARzGGHOllXx8fORwOHSlVR0Ohy5evOix4jwhMzNTwcHBysjIUFBQUEmXg6sUM3JJSZfwh3BgQreSLgEAJLn/89utMzJpaWkeKwwAAMBT3Aoy0dHR3q4DAADAsqt6IN6hQ4f05Zdf6ujRo8rLy3NZNmTIEI8UBgAAcCWWg8zs2bP1xBNPyM/PT5UrV5bD4XAuczgcBBkAAFBsLAeZ0aNHa8yYMRo1apR8fCzfvQ0AAOAxlpPI2bNn9dBDDxFiAABAibOcRvr376/58+d7ZOfr16/Xvffeq8jISDkcDi1atMhluTFGY8aMUbVq1RQYGKjOnTtr7969Htk3AACwP8uXlpKSkvSnP/1Jy5Yt080336zy5cu7LH/jjTfc7is7O1uNGzfWY489pl69euVbPmnSJL355pt6//33FRsbq9GjR6tLly7auXOnAgICrJYOAADKmKsKMsuXL1edOnUkKd9kXyu6du2qrl27FrjMGKPk5GS9+OKL6tGjhyTpn//8p6pWrapFixbpoYceslo6AAAoYywHmddff10zZ85UXFycF8r5/9LS0pSenq7OnTs724KDg9WyZUtt3Lix0CCTk5OjnJwc5/vMzEyv1gkAAEqO5SDj7++v1q1be6MWF+np6ZKkqlWrurRXrVrVuawgSUlJSkxM9Gptl9j1sfk8hh6FseP3NN/PwB+b5cm+Tz/9tKZMmeKNWjxi1KhRysjIcL5++umnki4JAAB4ieUzMt98841Wr16tTz/9VA0aNMg32XfBggUeKSwiIkKSdOTIEVWrVs3ZfuTIETVp0qTQ7fz9/eXv7++RGgAAQOlmOciEhIQUeIeRp8XGxioiIkKrVq1yBpfMzEx9/fXXGjRokNf3DwAASj/LQWbWrFke23lWVpZSU1Od79PS0pSSkqLQ0FDdeOONGjp0qF5++WXVrl3beft1ZGSkevbs6bEaAACAfV3Vh0Z6yubNm9WhQwfn+4SEBElS3759NXv2bD333HPKzs7WwIEDdfr0abVp00bLli3jGTIAAEDSVQSZ2NjYIp8Xs3//frf7at++vYwxhS53OBwaP368xo8fb6lGAADwx2A5yAwdOtTlfW5urrZt26Zly5Zp+PDhnqoLAADgiiwHmaeffrrA9qlTp2rz5s3XXBAAAIC7PPYR1l27dtVHH33kqe4AAACuyGNB5sMPP1RoaKinugMAALgiy5eWmjZt6jLZ1xij9PR0HTt2TG+99ZZHiwMAACiK5SBz+TNcfHx8VKVKFbVv315169b1VF3wIjt+ng4AAAWxHGTGjh3rjToAAAAs89gcGQAAgOLm9hkZHx+fIh+EJ/32ALsLFy5cc1EAAADucDvILFy4sNBlGzdu1Jtvvqm8vDyPFAUAAOAOt4NMjx498rXt3r1bI0eO1CeffKKHH36YjxIAAADF6qrmyBw6dEgDBgzQzTffrAsXLiglJUXvv/++oqOjPV0fAABAoSwFmYyMDI0YMUK1atXSjh07tGrVKn3yySdq2LCht+oDAAAolNuXliZNmqSJEycqIiJC//nPfwq81AQAAFCcHMYY486KPj4+CgwMVOfOneXr61voegsWLPBYcZ6QmZmp4OBgZWRkKCgoyKN982A5oOQdmNCtpEsA4AXu/vx2+4zMo48+esXbrwEAAIqT20Fm9uzZXiwDAADAOp7sCwAAbIsgAwAAbIsgAwAAbIsgAwAAbIsgAwAAbIsgAwAAbIsgAwAAbIsgAwAAbIsgAwAAbIsgAwAAbIsgAwAAbIsgAwAAbIsgAwAAbMvtT78GAHhGzMglJV2CZQcmdCvpEoACcUYGAADYFkEGAADYFkEGAADYFkEGAADYFkEGAADYFkEGAADYFkEGAADYFkEGAADYFkEGAADYFkEGAADYFkEGAADYFkEGAADYFh8aCcDW7PgBjAA8hzMyAADAtggyAADAtggyAADAtggyAADAtggyAADAtggyAADAtggyAADAtggyAADAtkp1kBk3bpwcDofLq27duiVdFgAAKCVK/ZN9GzRooJUrVzrflytX6ksGAADFpNSngnLlyikiIsLt9XNycpSTk+N8n5mZ6Y2yAABAKVCqLy1J0t69exUZGakaNWro4Ycf1sGDB4tcPykpScHBwc5XVFRUMVUKAACKW6kOMi1bttTs2bO1bNkyTZs2TWlpabrjjjt05syZQrcZNWqUMjIynK+ffvqpGCsGAADFqVRfWuratavz740aNVLLli0VHR2t//73v+rfv3+B2/j7+8vf37+4SgQAACWoVJ+RuVxISIhuuukmpaamlnQpAACgFLBVkMnKytK+fftUrVq1ki4FAACUAqU6yDz77LNat26dDhw4oK+++kr33XeffH191bt375IuDQAAlAKleo7Mzz//rN69e+vEiROqUqWK2rRpo02bNqlKlSolXRoAACgFSnWQmTt3bkmXAAAASrFSfWkJAACgKAQZAABgWwQZAABgWwQZAABgWwQZAABgW6X6riUAQOkQM3JJSZeAUurAhG4lun/OyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANsiyAAAANuyRZCZOnWqYmJiFBAQoJYtW+qbb74p6ZIAAEApUOqDzLx585SQkKCxY8dq69ataty4sbp06aKjR4+WdGkAAKCElfog88Ybb2jAgAHq16+f6tevr+nTp+u6667TzJkzS7o0AABQwsqVdAFFOX/+vLZs2aJRo0Y523x8fNS5c2dt3LixwG1ycnKUk5PjfJ+RkSFJyszM9Hh9eTlnPd4nAAB24o2fr7/v1xhT5HqlOsgcP35cFy9eVNWqVV3aq1atqh9++KHAbZKSkpSYmJivPSoqyis1AgDwRxac7N3+z5w5o+Dg4EKXl+ogczVGjRqlhIQE5/u8vDydPHlSlStXlsPhKHS7zMxMRUVF6aefflJQUFBxlIorYExKF8aj9GFMSh/GxHOMMTpz5owiIyOLXK9UB5mwsDD5+vrqyJEjLu1HjhxRREREgdv4+/vL39/fpS0kJMTtfQYFBfHNV8owJqUL41H6MCalD2PiGUWdibmkVE/29fPzU7NmzbRq1SpnW15enlatWqXbb7+9BCsDAAClQak+IyNJCQkJ6tu3r5o3b64WLVooOTlZ2dnZ6tevX0mXBgAASlipDzIPPvigjh07pjFjxig9PV1NmjTRsmXL8k0Avlb+/v4aO3ZsvstSKDmMSenCeJQ+jEnpw5gUP4e50n1NAAAApVSpniMDAABQFIIMAACwLYIMAACwLYIMAACwLYIMAACwrTIbZKZOnaqYmBgFBASoZcuW+uabbwpdd8GCBWrevLlCQkJUoUIFNWnSRHPmzHEuz83N1YgRI3TzzTerQoUKioyM1KOPPqpDhw4Vx6GUGZ4ck8v99a9/lcPhUHJyshcqL7u8MSa7du1S9+7dFRwcrAoVKujWW2/VwYMHvXkYZYqnxyQrK0uDBw9W9erVFRgYqPr162v69OnePowyxcqY/N7cuXPlcDjUs2dPl3ZjjMaMGaNq1aopMDBQnTt31t69e71Q+R+EKYPmzp1r/Pz8zMyZM82OHTvMgAEDTEhIiDly5EiB669Zs8YsWLDA7Ny506Smpprk5GTj6+trli1bZowx5vTp06Zz585m3rx55ocffjAbN240LVq0MM2aNSvOw7I1T4/J7y1YsMA0btzYREZGmsmTJ3v5SMoOb4xJamqqCQ0NNcOHDzdbt241qampZvHixYX2CVfeGJMBAwaYmjVrmjVr1pi0tDTz9ttvG19fX7N48eLiOixbszoml6SlpZkbbrjB3HHHHaZHjx4uyyZMmGCCg4PNokWLzLfffmu6d+9uYmNjzblz57x4JGVXmQwyLVq0MPHx8c73Fy9eNJGRkSYpKcntPpo2bWpefPHFQpd/8803RpL58ccfr6nWPwpvjcnPP/9sbrjhBvP999+b6OhogowF3hiTBx980DzyyCMerfOPxBtj0qBBAzN+/HiXdW655RbzwgsvXHvBfwBXMyYXLlwwrVq1Mu+9957p27evS5DJy8szERER5tVXX3W2nT592vj7+5v//Oc/XjmGsq7MXVo6f/68tmzZos6dOzvbfHx81LlzZ23cuPGK2xtjtGrVKu3evVtt27YtdL2MjAw5HA5LH0j5R+WtMcnLy1OfPn00fPhwNWjQwCu1l1XeGJO8vDwtWbJEN910k7p06aLw8HC1bNlSixYt8tZhlCne+nfSqlUrffzxx/rll19kjNGaNWu0Z88e3XXXXV45jrLkasdk/PjxCg8PV//+/fMtS0tLU3p6ukufwcHBatmypVvjjPxK/UcUWHX8+HFdvHgx30cYVK1aVT/88EOh22VkZOiGG25QTk6OfH199dZbb+nOO+8scN1ff/1VI0aMUO/evfl0Uzd4a0wmTpyocuXKaciQIV6rvazyxpgcPXpUWVlZmjBhgl5++WVNnDhRy5YtU69evbRmzRq1a9fOq8dkd976dzJlyhQNHDhQ1atXV7ly5eTj46N33323yF/U8JurGZMvv/xSM2bMUEpKSoHL09PTnX1c3uelZbCmzAWZq1WpUiWlpKQoKytLq1atUkJCgmrUqKH27du7rJebm6sHHnhAxhhNmzatZIr9gyhqTLZs2aK///3v2rp1qxwOR0mX+odR1Jjk5eVJknr06KFhw4ZJkpo0aaKvvvpK06dPJ8h4yZX+75oyZYo2bdqkjz/+WNHR0Vq/fr3i4+MVGRnpclYA1+7MmTPq06eP3n33XYWFhZV0OX8YZS7IhIWFydfXV0eOHHFpP3LkiCIiIgrdzsfHR7Vq1ZL023++u3btUlJSkkuQuRRifvzxR61evZqzMW7yxph88cUXOnr0qG688Ubn+hcvXtQzzzyj5ORkHThwwCvHUlZ4Y0zCwsJUrlw51a9f32WbevXq6csvv/T8QZQx3hiTc+fO6fnnn9fChQvVrVs3SVKjRo2UkpKi1157jSBzBVbHZN++fTpw4IDuvfdeZ9ulgF+uXDnt3r3bud2RI0dUrVo1lz6bNGnihaMo+8rcHBk/Pz81a9ZMq1atcrbl5eVp1apVuv32293uJy8vTzk5Oc73l0LM3r17tXLlSlWuXNmjdZdl3hiTPn36aPv27UpJSXG+IiMjNXz4cC1fvtzjx1DWeGNM/Pz8dOutt2r37t0u6+zZs0fR0dGeKbwM88aY5ObmKjc3Vz4+rv/V+/r6On/AonBWx6Ru3br67rvvXP5f6t69uzp06KCUlBRFRUUpNjZWERERLn1mZmbq66+/tjTO+J2SnGnsLXPnzjX+/v5m9uzZZufOnWbgwIEmJCTEpKenG2OM6dOnjxk5cqRz/VdeecV8/vnnZt++fWbnzp3mtddeM+XKlTPvvvuuMcaY8+fPm+7du5vq1aublJQUc/jwYecrJyenRI7Rbjw9JgXhriVrvDEmCxYsMOXLlzfvvPOO2bt3r5kyZYrx9fU1X3zxRbEfnx15Y0zatWtnGjRoYNasWWP2799vZs2aZQICAsxbb71V7MdnR1bH5HKX37VkzG+3X4eEhJjFixeb7du3mx49enD79TUok0HGGGOmTJlibrzxRuPn52datGhhNm3a5FzWrl0707dvX+f7F154wdSqVcsEBASY66+/3tx+++1m7ty5zuVpaWlGUoGvNWvWFONR2Zsnx6QgBBnrvDEmM2bMcK7XuHFjs2jRouI4lDLD02Ny+PBhExcXZyIjI01AQICpU6eOef31101eXl5xHZLtWRmTyxUUZPLy8szo0aNN1apVjb+/v+nUqZPZvXu3l6ov+xzGGFOSZ4QAAACuVpmbIwMAAP44CDIAAMC2CDIAAMC2CDIAAMC2CDIAAMC2CDIAAMC2CDIAAMC2CDIAAMC2CDIAAMC2CDIAAMC2CDIAAMC2/h/c4rl4Q8iXZgAAAABJRU5ErkJggg==", + "image/png": 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", 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", + "image/png": 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", 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", 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", + "image/png": 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", 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HWYe9fH19CUAAABQx+Tl9hZOgAQCA2yEAAQAAt0MAAgAAbocABAAA3A4BCAAAuB0CEAAAcDsEIAAA4HYIQAAAwO0QgAAAgNshAAEAALdDAAIAAG6HAAQAANwOAQgAALgdAhAAAHA7JQq6AAC422qMWVHQJTjs5LQuBV0CUKywBwgAALgdAhAAAHA7BCAAAOB2CEAAAMDtEIAAAIDbIQABAAC3QwACAABuhwAEAADcDgEIAAC4HQIQAABwOwQgAADgdghAAADA7RRoAIqOjtaDDz6ocuXKqXLlyurWrZsOHTpk1+fXX3/V4MGDVbFiRZUtW1bPPPOMLly4kOe4xhiNHz9eVapUkY+Pj8LCwnTkyBFXTgUAABQhBRqANmzYoMGDB2vLli2KjY1VRkaGHn/8caWlpdn6jBgxQt9++62WLFmiDRs26Ny5c3r66afzHHf69OmaNWuWPvjgA23dulVlypRReHi4fv31V1dPCQAAFAEWY4wp6CKyXLp0SZUrV9aGDRvUrl07JScnKyAgQJ999pmeffZZSdLBgwfVoEEDxcXFqWXLltnGMMYoODhYI0eO1KhRoyRJycnJCgwM1MKFC9WzZ8/b1pGSkiI/Pz8lJyfL19fXuZMEUOBqjFlR0CU47OS0LgVdAlDoOfL7u1CdA5ScnCxJqlChgiRpx44dysjIUFhYmK1P/fr1Va1aNcXFxeU4xokTJ5SYmGi3jZ+fn1q0aJHrNunp6UpJSbFbAABA8VVoApDVatXw4cPVpk0bNW7cWJKUmJioUqVKyd/f365vYGCgEhMTcxwnqz0wMDDf20RHR8vPz8+2hISE/MnZAACAwqzQBKDBgwdr3759Wrx48V1/77Fjxyo5Odm2nD59+q7XAAAA7p5CEYCGDBmi7777TuvXr9c999xjaw8KCtLNmzeVlJRk1//ChQsKCgrKcays9j9eKZbXNl5eXvL19bVbAABA8VWgAcgYoyFDhmjp0qVat26datasabe+efPmKlmypNauXWtrO3TokBISEtSqVascx6xZs6aCgoLstklJSdHWrVtz3QYAALiXAg1AgwcP1ieffKLPPvtM5cqVU2JiohITE/XLL79I+u3k5f79+ysqKkrr16/Xjh071LdvX7Vq1cruCrD69etr6dKlkiSLxaLhw4dr6tSp+u9//6u9e/eqd+/eCg4OVrdu3QpimgAAoJApUZBvPnfuXElS+/bt7doXLFigyMhISdK7774rDw8PPfPMM0pPT1d4eLjef/99u/6HDh2yXUEmSa+++qrS0tI0aNAgJSUlqW3btoqJiZG3t7dL5wMAAIqGQnUfoMKC+wABxRv3AQKKpyJ7HyAAAIC7gQAEAADcDgEIAAC4HQIQAABwOwQgAADgdghAAADA7RCAAACA2yEAAQAAt0MAAgAAbocABAAA3E6BPgsMgD0e0QAAdwd7gAAAgNshAAEAALdDAAIAAG6HAAQAANwOAQgAALgdAhAAAHA7BCAAAOB2CEAAAMDtEIAAAIDbIQABAAC3QwACAABuhwAEAADcDgEIAAC4HQIQAABwOwQgAADgdghAAADA7RCAAACA2yEAAQAAt0MAAgAAbocABAAA3E6BBqCNGzfqySefVHBwsCwWi5YtW2a33mKx5LjMmDEj1zEnTpyYrX/9+vVdPBMAAFCUFGgASktLU2hoqObMmZPj+vPnz9st8+fPl8Vi0TPPPJPnuI0aNbLbbtOmTa4oHwAAFFElCvLNO3furM6dO+e6PigoyO718uXL1aFDB9WqVSvPcUuUKJFtWwAAgCxF5hygCxcuaMWKFerfv/9t+x45ckTBwcGqVauWevXqpYSEhDz7p6enKyUlxW4BAADFV5EJQIsWLVK5cuX09NNP59mvRYsWWrhwoWJiYjR37lydOHFCDz/8sK5fv57rNtHR0fLz87MtISEhzi4fAAAUIkUmAM2fP1+9evWSt7d3nv06d+6s5557Tvfdd5/Cw8O1cuVKJSUl6csvv8x1m7Fjxyo5Odm2nD592tnlAwCAQqRAzwHKrx9++EGHDh3SF1984fC2/v7+uvfee3X06NFc+3h5ecnLy+vPlAgAAIqQIrEH6KOPPlLz5s0VGhrq8Lapqak6duyYqlSp4oLKAABAUVSgASg1NVXx8fGKj4+XJJ04cULx8fF2Jy2npKRoyZIlGjBgQI5jdOzYUbNnz7a9HjVqlDZs2KCTJ09q8+bN6t69uzw9PRUREeHSuQAAgKKjQA+Bbd++XR06dLC9joqKkiT16dNHCxculCQtXrxYxphcA8yxY8d0+fJl2+szZ84oIiJCV65cUUBAgNq2bastW7YoICDAdRMBAABFSoEGoPbt28sYk2efQYMGadCgQbmuP3nypN3rxYsXO6M0AABQjBWJc4AAAACcqUhcBQag8KoxZkVBlwAADmMPEAAAcDsEIAAA4HYIQAAAwO0QgAAAgNshAAEAALdDAAIAAG6HAAQAANwOAQgAALgdAhAAAHA7BCAAAOB2CEAAAMDtEIAAAIDbIQABAAC3QwACAABuhwAEAADcDgEIAAC4HQIQAABwOwQgAADgdghAAADA7TgcgHbu3Km9e/faXi9fvlzdunXTa6+9pps3bzq1OAAAAFdwOAC9+OKLOnz4sCTp+PHj6tmzp0qXLq0lS5bo1VdfdXqBAAAAzuZwADp8+LCaNm0qSVqyZInatWunzz77TAsXLtTXX3/t7PoAAACczuEAZIyR1WqVJK1Zs0ZPPPGEJCkkJESXL192bnUAAAAu4HAAeuCBBzR16lR9/PHH2rBhg7p06SJJOnHihAIDA51eIAAAgLM5HIDee+897dy5U0OGDNHrr7+uOnXqSJK++uortW7d2ukFAgAAOFsJRze477777K4CyzJjxgx5eno6pSgAAABXuqP7ACUlJenDDz/U2LFjdfXqVUnSzz//rIsXLzq1OAAAAFdweA/Qnj171LFjR/n7++vkyZMaOHCgKlSooG+++UYJCQn6z3/+44o6AQAAnMbhPUBRUVHq27evjhw5Im9vb1v7E088oY0bNzq1OAAAAFdwOAD99NNPevHFF7O1V61aVYmJiQ6NtXHjRj355JMKDg6WxWLRsmXL7NZHRkbKYrHYLZ06dbrtuHPmzFGNGjXk7e2tFi1aaNu2bQ7VBQAAijeHA5CXl5dSUlKytR8+fFgBAQEOjZWWlqbQ0FDNmTMn1z6dOnXS+fPnbcvnn3+e55hffPGFoqKiNGHCBO3cuVOhoaEKDw/n/CQAAGDjcAB66qmnNHnyZGVkZEiSLBaLEhISNHr0aD3zzDMOjdW5c2dNnTpV3bt3z7WPl5eXgoKCbEv58uXzHPOdd97RwIED1bdvXzVs2FAffPCBSpcurfnz5ztUGwAAKL4cDkAzZ85UamqqKleurF9++UWPPPKI6tSpo3LlyunNN990eoH/+7//q8qVK6tevXp66aWXdOXKlVz73rx5Uzt27FBYWJitzcPDQ2FhYYqLi8t1u/T0dKWkpNgtAACg+HL4KjA/Pz/Fxsbqxx9/1O7du5Wamqr777/fLnQ4S6dOnfT000+rZs2aOnbsmF577TV17txZcXFxOd5z6PLly8rMzMx2R+rAwEAdPHgw1/eJjo7WpEmTnF4/AAAonBwOQFnatGmjNm3aOLOWbHr27Gn7c5MmTXTfffepdu3a+t///V917NjRae8zduxYRUVF2V6npKQoJCTEaeMDAIDCxeFDYEOHDtWsWbOytc+ePVvDhw93Rk25qlWrlipVqqSjR4/muL5SpUry9PTUhQsX7NovXLigoKCgXMf18vKSr6+v3QIAAIovhwPQ119/neOen9atW+urr75ySlG5OXPmjK5cuaIqVarkuL5UqVJq3ry51q5da2uzWq1au3atWrVq5dLaAABA0eFwALpy5Yr8/Pyytfv6+ury5csOjZWamqr4+HjFx8dL+u2J8vHx8UpISFBqaqpeeeUVbdmyRSdPntTatWvVtWtX1alTR+Hh4bYxOnbsqNmzZ9teR0VF6d///rcWLVqkAwcO6KWXXlJaWpr69u3r6FQBAEAx5fA5QHXq1FFMTIyGDBli175q1SrVqlXLobG2b9+uDh062F5nnYfTp08fzZ07V3v27NGiRYuUlJSk4OBgPf7445oyZYq8vLxs2xw7dswuePXo0UOXLl3S+PHjlZiYqKZNmyomJibbidEAAMB9ORyAoqKiNGTIEF26dEmPPvqoJGnt2rWaOXOm3nvvPYfGat++vYwxua5fvXr1bcc4efJktrYhQ4ZkC2gAAABZHA5A/fr1U3p6ut58801NmTJFklSjRg3NnTtXvXv3dnqBAAAAznZHl8G/9NJLeumll3Tp0iX5+PiobNmyzq4LAADAZe74PkCSHH72FwAAQGHg8FVgFy5c0AsvvKDg4GCVKFFCnp6edgsAAEBh5/AeoMjISCUkJGjcuHGqUqWKLBaLK+oCAABwGYcD0KZNm/TDDz+oadOmLigHAADA9Rw+BBYSEpLnpesAAACFncMB6L333tOYMWNyvP8OAABAUeDwIbAePXroxo0bql27tkqXLq2SJUvarb969arTigMAAHAFhwOQo3d7BgAAKGwcDkB9+vRxRR0AAAB3jcPnAEm/PYD0jTfeUEREhC5evCjpt4eh7t+/36nFAQAAuILDAWjDhg1q0qSJtm7dqm+++UapqamSpN27d2vChAlOLxAAAMDZHA5AY8aM0dSpUxUbG6tSpUrZ2h999FFt2bLFqcUBAAC4gsMBaO/everevXu29sqVK+vy5ctOKQoAAMCVHA5A/v7+On/+fLb2Xbt2qWrVqk4pCgAAwJUcDkA9e/bU6NGjlZiYKIvFIqvVqh9//FGjRo1S7969XVEjAACAUzkcgN566y3Vr19fISEhSk1NVcOGDdWuXTu1bt1ab7zxhitqBAAAcCqH7gNkjFFiYqJmzZql8ePHa+/evUpNTVWzZs1Ut25dV9UIAADgVA4HoDp16mj//v2qW7euQkJCXFUXAACAyzh0CMzDw0N169bVlStXXFUPAACAyzl8DtC0adP0yiuvaN++fa6oBwAAwOUcfhZY7969dePGDYWGhqpUqVLy8fGxW8/T4AEAQGHH0+ABAIDbcSgAZWRkaMOGDRo3bpxq1qzpqpoAAABcyqFzgEqWLKmvv/7aVbUAAADcFQ4fAuvWrZuWLVumESNGuKIeAEAxUWPMioIuwWEnp3Up6BJwlzgcgOrWravJkyfrxx9/VPPmzVWmTBm79UOHDnVacQAAAK7gcAD66KOP5O/vrx07dmjHjh126ywWCwEIAAAUeg4HoBMnTriiDgAAgLvG4RshAgAAFHUO7wHq169fnuvnz5+f77E2btyoGTNmaMeOHTp//ryWLl2qbt26Sfrtkvs33nhDK1eu1PHjx+Xn56ewsDBNmzZNwcHBuY45ceJETZo0ya6tXr16OnjwYL7rAgAAxZvDAejatWt2rzMyMrRv3z4lJSXp0UcfdWistLQ0hYaGql+/fnr66aft1t24cUM7d+7UuHHjFBoaqmvXrmnYsGF66qmntH379jzHbdSokdasWWN7XaKEw9MEAADFmMPJYOnSpdnarFarXnrpJdWuXduhsTp37qzOnTvnuM7Pz0+xsbF2bbNnz9ZDDz2khIQEVatWLddxS5QooaCgIIdqAQAA7sMp5wB5eHgoKipK7777rjOGy1VycrIsFov8/f3z7HfkyBEFBwerVq1a6tWrlxISEvLsn56erpSUFLsFAAAUX047CfrYsWO6deuWs4bL5tdff9Xo0aMVEREhX1/fXPu1aNFCCxcuVExMjObOnasTJ07o4Ycf1vXr13PdJjo6Wn5+frYlJCTEFVMAAACFhMOHwKKiouxeG2N0/vx5rVixQn369HFaYb+XkZGh559/XsYYzZ07N8++vz+kdt9996lFixaqXr26vvzyS/Xv3z/HbcaOHWs3r5SUFEIQAADFmMMBaNeuXXavPTw8FBAQoJkzZ972CrE7kRV+Tp06pXXr1uW59ycn/v7+uvfee3X06NFc+3h5ecnLy+vPlgoAAIoIhwPQ+vXrXVFHjrLCz5EjR7R+/XpVrFjR4TFSU1N17NgxvfDCCy6oEAAAFEUOnwN04sQJHTlyJFv7kSNHdPLkSYfGSk1NVXx8vOLj421jx8fHKyEhQRkZGXr22We1fft2ffrpp8rMzFRiYqISExN18+ZN2xgdO3bU7Nmzba9HjRqlDRs26OTJk9q8ebO6d+8uT09PRUREODpVAABQTDkcgCIjI7V58+Zs7Vu3blVkZKRDY23fvl3NmjVTs2bNJP12flGzZs00fvx4nT17Vv/973915swZNW3aVFWqVLEtv3//Y8eO6fLly7bXZ86cUUREhOrVq6fnn39eFStW1JYtWxQQEODoVAEAQDF1R+cAtWnTJlt7y5YtNWTIEIfGat++vYwxua7Pa12WP+51Wrx4sUM1AAAA9+PwHiCLxZLjJeXJycnKzMx0SlEAAACu5HAAateunaKjo+3CTmZmpqKjo9W2bVunFgcAAOAKDh8Ce/vtt9WuXTvVq1dPDz/8sCTphx9+UEpKitatW+f0AgEAAJzN4T1ADRs21J49e/T888/r4sWLun79unr37q2DBw+qcePGrqgRAADAqe7oMenBwcF66623nF0LAADAXeHwHqAFCxZoyZIl2dqXLFmiRYsWOaUoAAAAV3I4AEVHR6tSpUrZ2itXrsxeIQAAUCQ4HIASEhJUs2bNbO3Vq1dXQkKCU4oCAABwJYcDUOXKlbVnz55s7bt3776jZ3UBAADcbQ4HoIiICA0dOlTr169XZmamMjMztW7dOg0bNkw9e/Z0RY0AAABO5fBVYFOmTNHJkyfVsWNHlSjx2+ZWq1W9e/fmHCAAAFAkOByASpUqpS+++EJTpkzR7t275ePjoyZNmqh69equqA8AAMDp7ug+QJJUoUIFdejQIccrwgAAAAozh84BSkpK0uDBg1WpUiUFBgYqMDBQlSpV0pAhQ5SUlOSiEgEAAJwr33uArl69qlatWuns2bPq1auXGjRoIEn6+eeftXDhQq1du1abN29W+fLlXVYsAACAM+Q7AE2ePFmlSpXSsWPHFBgYmG3d448/rsmTJ+vdd991epEAAADOlO9DYMuWLdPf//73bOFHkoKCgjR9+nQtXbrUqcUBAAC4Qr4D0Pnz59WoUaNc1zdu3FiJiYlOKQoAAMCV8n0IrFKlSjp58qTuueeeHNefOHFCFSpUcFphAID/U2PMioIuAShW8r0HKDw8XK+//rpu3ryZbV16errGjRunTp06ObU4AAAAV3DoJOgHHnhAdevW1eDBg1W/fn0ZY3TgwAG9//77Sk9P18cff+zKWgEAAJwi3wHonnvuUVxcnP72t79p7NixMsZIkiwWix577DHNnj1bISEhLisUAADAWRy6E3TNmjW1atUqXbt2TUeOHJEk1alTh3N/AABAkXJHj8IoX768HnroIWfXAgAAcFc49CgMAACA4oAABAAA3A4BCAAAuJ18BaD7779f165dk/Tb5fA3btxwaVEAAACulK8AdODAAaWlpUmSJk2apNTUVJcWBQAA4Er5ugqsadOm6tu3r9q2bStjjP7+97+rbNmyOfYdP368UwsEAABwtnwFoIULF2rChAn67rvvZLFYtGrVKpUokX1Ti8VCAAIAAIVevg6B1atXT4sXL9ZPP/0kY4zWrl2rXbt2ZVt27tzp0Jtv3LhRTz75pIKDg2WxWLRs2TK79cYYjR8/XlWqVJGPj4/CwsJsN2DMy5w5c1SjRg15e3urRYsW2rZtm0N1AQCA4s3hq8CsVqsqV67slDdPS0tTaGio5syZk+P66dOna9asWfrggw+0detWlSlTRuHh4fr1119zHfOLL75QVFSUJkyYoJ07dyo0NFTh4eG6ePGiU2oGAABFn8VkPdTLAceOHdN7772nAwcOSJIaNmyoYcOGqXbt2ndeiMWipUuXqlu3bpJ+2/sTHByskSNHatSoUZKk5ORkBQYGauHCherZs2eO47Ro0UIPPvigZs+eLem3wBYSEqKXX35ZY8aMyVctKSkp8vPzU3Jysnx9fe94ToCjaoxZUdAlAG7t5LQuBV0C/gRHfn87vAdo9erVatiwobZt26b77rtP9913n7Zu3apGjRopNjb2jov+oxMnTigxMVFhYWG2Nj8/P7Vo0UJxcXE5bnPz5k3t2LHDbhsPDw+FhYXluo0kpaenKyUlxW4BAADFl8PPAhszZoxGjBihadOmZWsfPXq0HnvsMacUlpiYKEkKDAy0aw8MDLSt+6PLly8rMzMzx20OHjyY63tFR0dr0qRJf7JiAABQVDi8B+jAgQPq379/tvZ+/frp559/dkpRd9vYsWOVnJxsW06fPl3QJQEAABdyOAAFBAQoPj4+W3t8fLzTTo6WpKCgIEnShQsX7NovXLhgW/dHlSpVkqenp0PbSJKXl5d8fX3tFgAAUHw5HIAGDhyoQYMG6e2339YPP/ygH374QdOmTdOLL76ogQMHOq2wmjVrKigoSGvXrrW1paSkaOvWrWrVqlWO25QqVUrNmze328ZqtWrt2rW5bgMAANyPw+cAjRs3TuXKldPMmTM1duxYSVJwcLAmTpyooUOHOjRWamqqjh49ant94sQJxcfHq0KFCqpWrZqGDx+uqVOnqm7duqpZs6bGjRun4OBg25ViktSxY0d1795dQ4YMkSRFRUWpT58+euCBB/TQQw/pvffeU1pamvr27evoVAEAQDHlcACyWCwaMWKERowYoevXr0uSypUrd0dvvn37dnXo0MH2OioqSpLUp08fLVy4UK+++qrS0tI0aNAgJSUlqW3btoqJiZG3t7dtm2PHjuny5cu21z169NClS5c0fvx4JSYmqmnTpoqJicl2YjQAAHBfd3QfoOKO+wChoHAfIKBgcR+gos2l9wECAAAo6ghAAADA7RCAAACA23EoAGVkZKhjx475eiI7AABAYeVQACpZsqT27NnjqloAAADuCocPgf3lL3/RRx995IpaAAAA7gqH7wN069YtzZ8/X2vWrFHz5s1VpkwZu/XvvPOO04oDAABwBYcD0L59+3T//fdLkg4fPmy3zmKxOKcqAAAAF3I4AK1fv94VdQAAANw1d3wZ/NGjR7V69Wr98ssvkiRuKA0AAIoKhwPQlStX1LFjR91777164okndP78eUlS//79NXLkSKcXCAAA4GwOB6ARI0aoZMmSSkhIUOnSpW3tPXr0UExMjFOLAwAAcAWHzwH6/vvvtXr1at1zzz127XXr1tWpU6ecVhgAAICrOLwHKC0tzW7PT5arV6/Ky8vLKUUBAAC4ksMB6OGHH9Z//vMf22uLxSKr1arp06erQ4cOTi0OAADAFRw+BDZ9+nR17NhR27dv182bN/Xqq69q//79unr1qn788UdX1AgAAOBUDu8Baty4sQ4fPqy2bduqa9euSktL09NPP61du3apdu3arqgRAADAqRzeAyRJfn5+ev31151dCwAAwF1xRwHo2rVr+uijj3TgwAFJUsOGDdW3b19VqFDBqcUBAAC4gsOHwDZu3KgaNWpo1qxZunbtmq5du6ZZs2apZs2a2rhxoytqBAAAcCqH9wANHjxYPXr00Ny5c+Xp6SlJyszM1N/+9jcNHjxYe/fudXqRAAAAzuTwHqCjR49q5MiRtvAjSZ6enoqKitLRo0edWhwAAIArOByA7r//ftu5P7934MABhYaGOqUoAAAAV8rXIbA9e/bY/jx06FANGzZMR48eVcuWLSVJW7Zs0Zw5czRt2jTXVAkAAOBEFmOMuV0nDw8PWSwW3a6rxWJRZmam04orKCkpKfLz81NycrJ8fX0Luhy4kRpjVhR0CYBbOzmtS0GXgD/Bkd/f+doDdOLECacUBgAAUBjkKwBVr17d1XUAAADcNXd0I8Rz585p06ZNunjxoqxWq926oUOHOqUwAAAAV3E4AC1cuFAvvviiSpUqpYoVK8pisdjWWSwWAhAAACj0HA5A48aN0/jx4zV27Fh5eDh8FT0AAECBczjB3LhxQz179iT8AACAIsvhFNO/f38tWbLEFbXkqEaNGrJYLNmWwYMH59h/4cKF2fp6e3vftXoBAEDh5/AhsOjoaP3P//yPYmJi1KRJE5UsWdJu/TvvvOO04iTpp59+sru30L59+/TYY4/pueeey3UbX19fHTp0yPb69+cpAQAA3FEAWr16terVqydJ2U6CdraAgAC719OmTVPt2rX1yCOP5LqNxWJRUFCQ02sBAADFg8MBaObMmZo/f74iIyNdUE7ebt68qU8++URRUVF5hq3U1FRVr15dVqtV999/v9566y01atQo1/7p6elKT0+3vU5JSXFq3QAAoHBx+BwgLy8vtWnTxhW13NayZcuUlJSUZ/iqV6+e5s+fr+XLl+uTTz6R1WpV69atdebMmVy3iY6Olp+fn20JCQlxQfUAAKCwyNezwH4vOjpa58+f16xZs1xVU67Cw8NVqlQpffvtt/neJiMjQw0aNFBERISmTJmSY5+c9gCFhITwLDDcdTwLDChYPAusaHP6s8B+b9u2bVq3bp2+++47NWrUKNtJ0N98842jQ+bLqVOntGbNGofHL1mypJo1a6ajR4/m2sfLy0teXl5/tkQAAFBEOByA/P399fTTT7uiljwtWLBAlStXVpcujqXzzMxM7d27V0888YSLKgMAAEWNwwFowYIFrqgjT1arVQsWLFCfPn1UooR9yb1791bVqlUVHR0tSZo8ebJatmypOnXqKCkpSTNmzNCpU6c0YMCAu143AAAonO7oYah325o1a5SQkKB+/fplW5eQkGB3V+pr165p4MCBSkxMVPny5dW8eXNt3rxZDRs2vJslAwCAQszhk6Br1qyZ5yXox48f/9NFFTRHTqICnImToIGCxUnQRZtLT4IePny43euMjAzt2rVLMTExeuWVVxwdDgAA4K5zOAANGzYsx/Y5c+Zo+/btf7ogwFnYmwIAyI3THuneuXNnff31184aDgAAwGWcFoC++uorVahQwVnDAQAAuIzDh8CaNWtmdxK0MUaJiYm6dOmS3n//facWBwAA4AoOB6Bu3brZvfbw8FBAQIDat2+v+vXrO6suAAAAl3E4AE2YMMEVdQAAANw1TjsHCAAAoKjI9x4gDw+PPG+AKEkWi0W3bt3600UBAAC4Ur4D0NKlS3NdFxcXp1mzZslqtTqlKAAAAFfKdwDq2rVrtrZDhw5pzJgx+vbbb9WrVy9NnjzZqcUBAAC4wh2dA3Tu3DkNHDhQTZo00a1btxQfH69FixapevXqzq4PAADA6RwKQMnJyRo9erTq1Kmj/fv3a+3atfr222/VuHFjV9UHAADgdPk+BDZ9+nS9/fbbCgoK0ueff57jITEAAICiwGKMMfnp6OHhIR8fH4WFhcnT0zPXft98843TiisoKSkp8vPzU3Jysnx9fQu6HNwhHoYKwFEnp3Up6BLwJzjy+zvfe4B69+5928vgAQAAioJ8B6CFCxe6sAwAAIC7hztBAwAAt0MAAgAAbocABAAA3A4BCAAAuB0CEAAAcDsEIAAA4HYIQAAAwO0QgAAAgNshAAEAALdDAAIAAG6HAAQAANwOAQgAALgdAhAAAHA7BCAAAOB2CnUAmjhxoiwWi91Sv379PLdZsmSJ6tevL29vbzVp0kQrV668S9UCAICiolAHIElq1KiRzp8/b1s2bdqUa9/NmzcrIiJC/fv3165du9StWzd169ZN+/btu4sVAwCAwq5EQRdwOyVKlFBQUFC++v7jH/9Qp06d9Morr0iSpkyZotjYWM2ePVsffPBBrtulp6crPT3d9jolJeXPFQ0AAAq1Qr8H6MiRIwoODlatWrXUq1cvJSQk5No3Li5OYWFhdm3h4eGKi4vL8z2io6Pl5+dnW0JCQpxSOwAAKJwKdQBq0aKFFi5cqJiYGM2dO1cnTpzQww8/rOvXr+fYPzExUYGBgXZtgYGBSkxMzPN9xo4dq+TkZNty+vRpp80BAAAUPoX6EFjnzp1tf77vvvvUokULVa9eXV9++aX69+/vtPfx8vKSl5eX08YDAACFW6HeA/RH/v7+uvfee3X06NEc1wcFBenChQt2bRcuXMj3OUQAAMA9FKkAlJqaqmPHjqlKlSo5rm/VqpXWrl1r1xYbG6tWrVrdjfIAAEARUagD0KhRo7RhwwadPHlSmzdvVvfu3eXp6amIiAhJUu/evTV27Fhb/2HDhikmJkYzZ87UwYMHNXHiRG3fvl1DhgwpqCkAAIBCqFCfA3TmzBlFREToypUrCggIUNu2bbVlyxYFBARIkhISEuTh8X8ZrnXr1vrss8/0xhtv6LXXXlPdunW1bNkyNW7cuKCmAAAACiGLMcYUdBGFTUpKivz8/JScnCxfX9+CLgd3qMaYFQVdAoAi5uS0LgVdAv4ER35/F+pDYAAAAK5AAAIAAG6HAAQAANwOAQgAALgdAhAAAHA7BCAAAOB2CEAAAMDtEIAAAIDbIQABAAC3U6gfhVFccYdiAAAKFnuAAACA2yEAAQAAt0MAAgAAbocABAAA3A4BCAAAuB0CEAAAcDsEIAAA4HYIQAAAwO0QgAAAgNshAAEAALdDAAIAAG6HAAQAANwOAQgAALgdAhAAAHA7BCAAAOB2CEAAAMDtEIAAAIDbIQABAAC3QwACAABuhwAEAADcDgEIAAC4nUIdgKKjo/Xggw+qXLlyqly5srp166ZDhw7luc3ChQtlsVjsFm9v77tUMQAAKAoKdQDasGGDBg8erC1btig2NlYZGRl6/PHHlZaWlud2vr6+On/+vG05derUXaoYAAAUBSUKuoC8xMTE2L1euHChKleurB07dqhdu3a5bmexWBQUFJTv90lPT1d6errtdUpKiuPFAgCAIqNQ7wH6o+TkZElShQoV8uyXmpqq6tWrKyQkRF27dtX+/fvz7B8dHS0/Pz/bEhIS4rSaAQBA4VNkApDVatXw4cPVpk0bNW7cONd+9erV0/z587V8+XJ98sknslqtat26tc6cOZPrNmPHjlVycrJtOX36tCumAAAAColCfQjs9wYPHqx9+/Zp06ZNefZr1aqVWrVqZXvdunVrNWjQQP/61780ZcqUHLfx8vKSl5eXU+sFAACFV5EIQEOGDNF3332njRs36p577nFo25IlS6pZs2Y6evSoi6oDAABFTaE+BGaM0ZAhQ7R06VKtW7dONWvWdHiMzMxM7d27V1WqVHFBhQAAoCgq1HuABg8erM8++0zLly9XuXLllJiYKEny8/OTj4+PJKl3796qWrWqoqOjJUmTJ09Wy5YtVadOHSUlJWnGjBk6deqUBgwYUGDzAAAAhUuhDkBz586VJLVv396ufcGCBYqMjJQkJSQkyMPj/3ZkXbt2TQMHDlRiYqLKly+v5s2ba/PmzWrYsOHdKhsAABRyFmOMKegiCpuUlBT5+fkpOTlZvr6+Th+/xpgVTh8TAPDnnZzWpaBLwJ/gyO/vQn0OEAAAgCsU6kNgAADcTeyhvzsKw5429gABAAC3QwACAABuhwAEAADcDgEIAAC4HQIQAABwOwQgAADgdghAAADA7RCAAACA2yEAAQAAt0MAAgAAbocABAAA3A4BCAAAuB0CEAAAcDsEIAAA4HYIQAAAwO0QgAAAgNshAAEAALdDAAIAAG6HAAQAANwOAQgAALgdAhAAAHA7BCAAAOB2CEAAAMDtEIAAAIDbIQABAAC3QwACAABuhwAEAADcDgEIAAC4nSIRgObMmaMaNWrI29tbLVq00LZt2/Lsv2TJEtWvX1/e3t5q0qSJVq5ceZcqBQAARUGhD0BffPGFoqKiNGHCBO3cuVOhoaEKDw/XxYsXc+y/efNmRUREqH///tq1a5e6deumbt26ad++fXe5cgAAUFhZjDGmoIvIS4sWLfTggw9q9uzZkiSr1aqQkBC9/PLLGjNmTLb+PXr0UFpamr777jtbW8uWLdW0aVN98MEH+XrPlJQU+fn5KTk5Wb6+vs6ZyO/UGLPC6WMCAFBUnJzWxSXjOvL7u4RLKnCSmzdvaseOHRo7dqytzcPDQ2FhYYqLi8txm7i4OEVFRdm1hYeHa9myZbm+T3p6utLT022vk5OTJf32QbqCNf2GS8YFAKAocNXv16xx87Nvp1AHoMuXLyszM1OBgYF27YGBgTp48GCO2yQmJubYPzExMdf3iY6O1qRJk7K1h4SE3EHVAAAgL37vuXb869evy8/PL88+hToA3S1jx46122tktVp19epVVaxYURaLpQAr+z8pKSkKCQnR6dOnXXJYrjBizsV/zu42X4k5M+fiqzDM2Rij69evKzg4+LZ9C3UAqlSpkjw9PXXhwgW79gsXLigoKCjHbYKCghzqL0leXl7y8vKya/P397+zol3M19fXbX6YsjDn4s/d5isxZ3fBnO++2+35yVKorwIrVaqUmjdvrrVr19rarFar1q5dq1atWuW4TatWrez6S1JsbGyu/QEAgPsp1HuAJCkqKkp9+vTRAw88oIceekjvvfee0tLS1LdvX0lS7969VbVqVUVHR0uShg0bpkceeUQzZ85Uly5dtHjxYm3fvl3z5s0ryGkAAIBCpNAHoB49eujSpUsaP368EhMT1bRpU8XExNhOdE5ISJCHx//tyGrdurU+++wzvfHGG3rttddUt25dLVu2TI0bNy6oKTiFl5eXJkyYkO1QXXHGnIs/d5uvxJzdBXMu/Ar9fYAAAACcrVCfAwQAAOAKBCAAAOB2CEAAAMDtEIAAAIDbIQABAAC3QwAqYGfPntVf/vIXVaxYUT4+PmrSpIm2b99uW2+M0fjx41WlShX5+PgoLCxMR44csRvj6tWr6tWrl3x9feXv76/+/fsrNTX1bk8lX2rUqCGLxZJtGTx4sCTp119/1eDBg1WxYkWVLVtWzzzzTLY7eyckJKhLly4qXbq0KleurFdeeUW3bt0qiOncVmZmpsaNG6eaNWvKx8dHtWvX1pQpU+we1FfcvmPpt+fwDB8+XNWrV5ePj49at26tn376yba+qM9548aNevLJJxUcHCyLxZLtYcvOmt+ePXv08MMPy9vbWyEhIZo+fbqrp5ar2835m2++0eOPP257hFB8fHy2MYraz3dec87IyNDo0aPVpEkTlSlTRsHBwerdu7fOnTtnN0Zx+54nTpyo+vXrq0yZMipfvrzCwsK0detWuz5FZs4GBebq1aumevXqJjIy0mzdutUcP37crF692hw9etTWZ9q0acbPz88sW7bM7N692zz11FOmZs2a5pdffrH16dSpkwkNDTVbtmwxP/zwg6lTp46JiIgoiCnd1sWLF8358+dtS2xsrJFk1q9fb4wx5q9//asJCQkxa9euNdu3bzctW7Y0rVu3tm1/69Yt07hxYxMWFmZ27dplVq5caSpVqmTGjh1bQDPK25tvvmkqVqxovvvuO3PixAmzZMkSU7ZsWfOPf/zD1qe4fcfGGPP888+bhg0bmg0bNpgjR46YCRMmGF9fX3PmzBljTNGf88qVK83rr79uvvnmGyPJLF261G69M+aXnJxsAgMDTa9evcy+ffvM559/bnx8fMy//vWvuzVNO7eb83/+8x8zadIk8+9//9tIMrt27co2RlH7+c5rzklJSSYsLMx88cUX5uDBgyYuLs489NBDpnnz5nZjFLfv+dNPPzWxsbHm2LFjZt++faZ///7G19fXXLx40danqMyZAFSARo8ebdq2bZvreqvVaoKCgsyMGTNsbUlJScbLy8t8/vnnxhhjfv75ZyPJ/PTTT7Y+q1atMhaLxZw9e9Z1xTvJsGHDTO3atY3VajVJSUmmZMmSZsmSJbb1Bw4cMJJMXFycMea3H04PDw+TmJho6zN37lzj6+tr0tPT73r9t9OlSxfTr18/u7ann37a9OrVyxhTPL/jGzduGE9PT/Pdd9/Ztd9///3m9ddfL3Zz/uMvCWfN7/333zfly5e3+3s9evRoU69ePRfP6PZy+sWY5cSJEzkGoKL+853XnLNs27bNSDKnTp0yxhTv7zlLcnKykWTWrFljjClac+YQWAH673//qwceeEDPPfecKleurGbNmunf//63bf2JEyeUmJiosLAwW5ufn59atGihuLg4SVJcXJz8/f31wAMP2PqEhYXJw8Mj227JwubmzZv65JNP1K9fP1ksFu3YsUMZGRl2861fv76qVatmN98mTZrY7gQuSeHh4UpJSdH+/fvv+hxup3Xr1lq7dq0OHz4sSdq9e7c2bdqkzp07Syqe3/GtW7eUmZkpb29vu3YfHx9t2rSpWM7595w1v7i4OLVr106lSpWy9QkPD9ehQ4d07dq1uzQb5ymOP99/lJycLIvFYnuYdnH/nm/evKl58+bJz89PoaGhkorWnAlABej48eOaO3eu6tatq9WrV+ull17S0KFDtWjRIklSYmKiJNn9Y5D1OmtdYmKiKleubLe+RIkSqlChgq1PYbVs2TIlJSUpMjJS0m9zKVWqlO0fjyx/nG9On0fWusJmzJgx6tmzp+rXr6+SJUuqWbNmGj58uHr16iWpeH7H5cqVU6tWrTRlyhSdO3dOmZmZ+uSTTxQXF6fz588Xyzn/nrPmV9T+rt9Ocfz5/r1ff/1Vo0ePVkREhO1J6MX1e/7uu+9UtmxZeXt7691331VsbKwqVaokqWjNmQBUgKxWq+6//3699dZbatasmQYNGqSBAwfqgw8+KOjS7oqPPvpInTt3VnBwcEGX4jJffvmlPv30U3322WfauXOnFi1apL///e+2kFtcffzxxzLGqGrVqvLy8tKsWbMUERFh99w+oLjIyMjQ888/L2OM5s6dW9DluFyHDh0UHx+vzZs3q1OnTnr++ed18eLFgi7LYfxrVICqVKmihg0b2rU1aNBACQkJkqSgoCBJynaVxIULF2zrgoKCsv3Fu3Xrlq5evWrrUxidOnVKa9as0YABA2xtQUFBunnzppKSkuz6/nG+OX0eWesKm1deecW2F6hJkyZ64YUXNGLECEVHR0sqvt9x7dq1tWHDBqWmpur06dPatm2bMjIyVKtWrWI75yzOml9R+7t+O8Xx51v6v/Bz6tQpxcbG2vb+SMX3ey5Tpozq1Kmjli1b6qOPPlKJEiX00UcfSSpacyYAFaA2bdro0KFDdm2HDx9W9erVJUk1a9ZUUFCQ1q5da1ufkpKirVu3qlWrVpKkVq1aKSkpSTt27LD1WbdunaxWq1q0aHEXZnFnFixYoMqVK6tLly62tubNm6tkyZJ28z106JASEhLs5rt37167H7Csf3T+GCYLgxs3bmTb6+Hp6Smr1SqpeH/H0m//UFapUkXXrl3T6tWr1bVr12I/Z2fNr1WrVtq4caMyMjJsfWJjY1WvXj2VL1/+Ls3GeYrjz3dW+Dly5IjWrFmjihUr2q13l+/ZarUqPT1dUhGb81095Rp2tm3bZkqUKGHefPNNc+TIEfPpp5+a0qVLm08++cTWZ9q0acbf398sX77c7Nmzx3Tt2jXHy2mbNWtmtm7dajZt2mTq1q1baC4XzklmZqapVq2aGT16dLZ1f/3rX021atXMunXrzPbt202rVq1Mq1atbOuzLpN9/PHHTXx8vImJiTEBAQGF9jL4Pn36mKpVq9oug//mm29MpUqVzKuvvmrrUxy/45iYGLNq1Spz/Phx8/3335vQ0FDTokULc/PmTWNM0Z/z9evXza5du8yuXbuMJPPOO++YXbt22a7+ccb8kpKSTGBgoHnhhRfMvn37zOLFi03p0qUL7PLo2835ypUrZteuXWbFihVGklm8eLHZtWuXOX/+vG2Movbzndecb968aZ566ilzzz33mPj4eLvbe/z+6qbi9D2npqaasWPHmri4OHPy5Emzfft207dvX+Pl5WX27dtnG6OozJkAVMC+/fZb07hxY+Pl5WXq169v5s2bZ7fearWacePGmcDAQOPl5WU6duxoDh06ZNfnypUrJiIiwpQtW9b4+vqavn37muvXr9/NaThk9erVRlK2eRhjzC+//GL+9re/mfLly5vSpUub7t272/0DaowxJ0+eNJ07dzY+Pj6mUqVKZuTIkSYjI+Nule+QlJQUM2zYMFOtWjXj7e1tatWqZV5//XW7fyCL43f8xRdfmFq1aplSpUqZoKAgM3jwYJOUlGRbX9TnvH79eiMp29KnTx9jjPPmt3v3btO2bVvj5eVlqlataqZNm3a3ppjN7ea8YMGCHNdPmDDBNkZR+/nOa85Zl/vntGTd18yY4vU9//LLL6Z79+4mODjYlCpVylSpUsU89dRTZtu2bXZjFJU5W4z53S1pAQAA3ADnAAEAALdDAAIAAG6HAAQAANwOAQgAALgdAhAAAHA7BCAAAOB2CEAAAMDtEIAAAIDbIQABAAC3QwACAABuhwAEAADczv8H1YJksAjQM9sAAAAASUVORK5CYII=", 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", 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", 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", 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", 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njh07qlWrVi6po7CqVaumPn36aPPmzQoJCdHs2bOVlpamOXPmWPu0b99eEyZMUK9evdS0aVPt2rVL8+fPt5l4LF2eA/PRRx8pPj5emzZt0r333qvz58/rhx9+0PPPP68OHTrI19dXkZGRWrBggapVq6bAwEDVrl3brvk4Xbp00dNPP60ZM2YoJiZGAQEBNuuHDRumb775Ru3bt1fPnj3VsGFDnT9/Xrt27dKiRYt0+PDha94WL0kTJ05UUlKSmjdvrueff15eXl567733lJ2drcTERJt9LFq0SJ07d1bv3r3VsGFDpaen65tvvtHMmTNVr169a27/er8jV7Rr105ly5bVwoUL1bZtWwUHBxd6XGBybru/DbiFXLntfvPmzddc37Jly5vedj9x4kTjnnvuMQICAgxfX1+jRo0axiuvvGJcunTJ2ic3N9d44YUXjKCgIMNisdjcXnz27FljyJAhRlhYmFGsWDGjatWqxpQpUwrcTnz+/HkjLi7OCAwMNEqVKmV07NjRekvyX2+Dv3LL/MmTJwscz//+9z/j0UcfNQICAgx/f3+jc+fOxvHjx6976/7V27je7fDXGqdrycnJMcaPH29EREQYxYoVM8LDw42EhASbW95vtJ9rud5t91OmTLHpt2bNGkOSsXDhQpv2a/0MVKxY0WjXrp2xYsUKo27duoaPj49Ro0aNAu+9ePGiMXToUKN8+fKGr6+v0axZMyM5Odlo2bKl0bJlS5u+Fy5cMEaNGmU99tDQUOPxxx+3uY19w4YNRsOGDQ1vb++/dQt+VlaW4evra0gyPvnkk2v2OXv2rJGQkGBUqVLF8Pb2NsqVK2c0bdrUeP31121+Zq+1/61btxoxMTFGqVKljBIlShitWrUyNmzYUGAfp0+fNgYMGGDccccdhre3t1GhQgUjNjbWOHXqlGEY177t/ka/I1c8//zzhiTj008/tWtcYG4Ww/gbMwQB3FK2b9+uu+++W5988om6devm7nJuG5UqVVLt2rW1dOlSd5eCvxgyZIg+/PBDpaamWi8xAjfDHCLgNvPnn38WaJs6dao8PDxu+oRo4FZ38eJFffLJJ+rUqRNhCHZhDhFwm0lMTNSWLVvUqlUreXl5admyZVq2bJn69u1b4Nk6uD1cunSpwPesXc3f3/+aj1i4XZw4cUI//PCDFi1apNOnT2vQoEHuLgm3GAIRcJtp2rSpkpKS9PLLL+vcuXO68847NW7cOI0aNcrdpcFJNmzYcNPJ5nPmzLH5suHbzZ49e9StWzcFBwdr2rRpql+/vrtLwi2GOUQAcIs7c+aMtmzZcsM+tWrVUvny5V1UEXDrIRABAADTY1I1AAAwPeYQFUJ+fr6OHz+u0qVL843JAADcIgzD0NmzZxUWFiYPjxufAyIQFcLx48e5OwcAgFvU0aNHVaFChRv2IRAVwpUv0zx69Kj1e3gAAEDRlpWVpfDwcJsvxb4eAlEhXLlM5ufnRyACAOAWU5jpLkyqBgAApkcgAgAApkcgAgAApkcgAgAApkcgAgAApkcgAgAApkcgAgAApkcgAgAApkcgAgAApkcgAgAApufWQLRu3To9/PDDCgsLk8Vi0VdffWWz3jAMjRkzRuXLl5evr6+io6N14MABmz7p6enq1q2b/Pz8FBAQoD59+ujcuXM2fXbu3Kl7771XxYsXV3h4uBITE519aAAA4Bbi1kB0/vx51atXT9OnT7/m+sTERE2bNk0zZ87Uxo0bVbJkScXExOjixYvWPt26dVNKSoqSkpK0dOlSrVu3Tn379rWuz8rKUps2bVSxYkVt2bJFU6ZM0bhx4zRr1iynHx8AALhFGEWEJOPLL7+0vs7PzzdCQ0ONKVOmWNsyMjIMHx8f47PPPjMMwzD27NljSDI2b95s7bNs2TLDYrEYx44dMwzDMGbMmGGUKVPGyM7OtvYZMWKEUb169ULXlpmZaUgyMjMz/+7hAQAAF7Pn87vIziE6dOiQUlNTFR0dbW3z9/dX48aNlZycLElKTk5WQECAGjVqZO0THR0tDw8Pbdy40dqnRYsW8vb2tvaJiYnRvn37dObMmWvuOzs7W1lZWTYLAAC4fXm5u4DrSU1NlSSFhITYtIeEhFjXpaamKjg42Ga9l5eXAgMDbfpEREQU2MaVdWXKlCmw70mTJmn8+PGOORAAAFys0sjv3F2C3Q6/1s6t+y+yZ4jcKSEhQZmZmdbl6NGj7i4JAAA4UZENRKGhoZKktLQ0m/a0tDTrutDQUJ04ccJmfW5urtLT0236XGsbf93H1Xx8fOTn52ezAACA21eRDUQREREKDQ3VqlWrrG1ZWVnauHGjoqKiJElRUVHKyMjQli1brH1Wr16t/Px8NW7c2Npn3bp1ysnJsfZJSkpS9erVr3m5DAAAmI9bA9G5c+e0fft2bd++XdLlidTbt2/XkSNHZLFYNHjwYE2cOFHffPONdu3apR49eigsLEwdO3aUJNWsWVMPPvignn32WW3atEnr16/XgAED1LVrV4WFhUmSnnrqKXl7e6tPnz5KSUnRggUL9J///Efx8fFuOmoAAFDUuHVS9S+//KJWrVpZX18JKbGxsZo7d66GDx+u8+fPq2/fvsrIyFDz5s21fPlyFS9e3Pqe+fPna8CAAWrdurU8PDzUqVMnTZs2zbre399fK1euVFxcnBo2bKhy5cppzJgxNs8qAgAA5mYxDMNwdxFFXVZWlvz9/ZWZmcl8IgBAkcddZpfZ8/ldZOcQAQAAuAqBCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmB6BCAAAmF6RDkR5eXkaPXq0IiIi5Ovrq8qVK+vll1+WYRjWPoZhaMyYMSpfvrx8fX0VHR2tAwcO2GwnPT1d3bp1k5+fnwICAtSnTx+dO3fO1YcDAACKqCIdiCZPnqx3331X77zzjvbu3avJkycrMTFRb7/9trVPYmKipk2bppkzZ2rjxo0qWbKkYmJidPHiRWufbt26KSUlRUlJSVq6dKnWrVunvn37uuOQAABAEWQx/nq6pYhp3769QkJC9OGHH1rbOnXqJF9fX33yyScyDENhYWEaOnSoXnzxRUlSZmamQkJCNHfuXHXt2lV79+5VZGSkNm/erEaNGkmSli9froceekj/+9//FBYWVmC/2dnZys7Otr7OyspSeHi4MjMz5efn5+SjBgDgn6k08jt3l2C3w6+1c/g2s7Ky5O/vX6jP7yJ9hqhp06ZatWqV9u/fL0nasWOHfvrpJ7Vt21aSdOjQIaWmpio6Otr6Hn9/fzVu3FjJycmSpOTkZAUEBFjDkCRFR0fLw8NDGzduvOZ+J02aJH9/f+sSHh7urEMEAABFgJe7C7iRkSNHKisrSzVq1JCnp6fy8vL0yiuvqFu3bpKk1NRUSVJISIjN+0JCQqzrUlNTFRwcbLPey8tLgYGB1j5XS0hIUHx8vPX1lTNEAADg9lSkA9EXX3yh+fPn69NPP1WtWrW0fft2DR48WGFhYYqNjXXafn18fOTj4+O07QMAgKKlSAeiYcOGaeTIkerataskqU6dOvrvf/+rSZMmKTY2VqGhoZKktLQ0lS9f3vq+tLQ01a9fX5IUGhqqEydO2Gw3NzdX6enp1vcDAABzK9JziC5cuCAPD9sSPT09lZ+fL0mKiIhQaGioVq1aZV2flZWljRs3KioqSpIUFRWljIwMbdmyxdpn9erVys/PV+PGjV1wFAAAoKgr0meIHn74Yb3yyiu68847VatWLW3btk1vvvmmevfuLUmyWCwaPHiwJk6cqKpVqyoiIkKjR49WWFiYOnbsKEmqWbOmHnzwQT377LOaOXOmcnJyNGDAAHXt2vWad5gBAADzKdKB6O2339bo0aP1/PPP68SJEwoLC1O/fv00ZswYa5/hw4fr/Pnz6tu3rzIyMtS8eXMtX75cxYsXt/aZP3++BgwYoNatW8vDw0OdOnXStGnT3HFIAACgCCrSzyEqKux5jgEAAO7Gc4guu22eQwQAAOAKBCIAAGB6BCIAAGB6BCIAAGB6BCIAAGB6BCIAAGB6BCIAAGB6BCIAAGB6BCIAAGB6dgeirVu3ateuXdbXX3/9tTp27Kh///vfunTpkkOLAwAAcAW7A1G/fv20f/9+SdLBgwfVtWtXlShRQgsXLtTw4cMdXiAAAICz2R2I9u/fr/r160uSFi5cqBYtWujTTz/V3LlztXjxYkfXBwAA4HR2ByLDMJSfny9J+uGHH/TQQw9JksLDw3Xq1CnHVgcAAOACdgeiRo0aaeLEifr444+1du1atWt3+dtpDx06pJCQEIcXCAAA4Gx2B6KpU6dq69atGjBggEaNGqUqVapIkhYtWqSmTZs6vEAAAABn87L3DXXr1rW5y+yKKVOmyNPT0yFFAQAAuNLfeg5RRkaGPvjgAyUkJCg9PV2StGfPHp04ccKhxQEAALiC3WeIdu7cqdatWysgIECHDx/Ws88+q8DAQC1ZskRHjhzRRx995Iw6AQAAnMbuM0Tx8fHq1auXDhw4oOLFi1vbH3roIa1bt86hxQEAALiC3YFo8+bN6tevX4H2O+64Q6mpqQ4pCgAAwJXsDkQ+Pj7Kysoq0L5//34FBQU5pCgAAABXsjsQPfLII5owYYJycnIkSRaLRUeOHNGIESPUqVMnhxcIAADgbHYHojfeeEPnzp1TcHCw/vzzT7Vs2VJVqlRR6dKl9corrzijRgAAAKey+y4zf39/JSUlaf369dqxY4fOnTunBg0aKDo62hn1AQAAOJ3dgeiKZs2aqVmzZo6sBQAAwC3svmQ2cOBATZs2rUD7O++8o8GDBzuiJgAAAJeyOxAtXrz4mmeGmjZtqkWLFjmkKAAAAFeyOxCdPn1a/v7+Bdr9/Px06tQphxQFAADgSnYHoipVqmj58uUF2pctW6a77rrLIUUBAAC4kt2TquPj4zVgwACdPHlS999/vyRp1apVeuONNzR16lRH1wcAAOB0dgei3r17Kzs7W6+88opefvllSVKlSpX07rvvqkePHg4vEAAAwNn+1m33/fv3V//+/XXy5En5+vqqVKlSjq4LAADAZf72c4gk8d1lAADgtmD3pOq0tDR1795dYWFh8vLykqenp80CAABwq7H7DFHPnj115MgRjR49WuXLl5fFYnFGXQAAAC5jdyD66aef9OOPP6p+/fpOKAcAAMD17L5kFh4eLsMwnFELAACAW9gdiKZOnaqRI0fq8OHDTigHAADA9ey+ZNalSxdduHBBlStXVokSJVSsWDGb9enp6Q4rDgAAwBXsDkQ8jRoAANxu7A5EsbGxzqgDAADAbeyeQyRJv//+u1566SU9+eSTOnHihKTLX+6akpLi0OIAAABcwe5AtHbtWtWpU0cbN27UkiVLdO7cOUnSjh07NHbsWIcXCAAA4Gx2B6KRI0dq4sSJSkpKkre3t7X9/vvv188//+zQ4gAAAFzB7kC0a9cuPfroowXag4ODderUKYcUBQAA4Ep2B6KAgAD98ccfBdq3bdumO+64wyFFAQAAuJLdgahr164aMWKEUlNTZbFYlJ+fr/Xr1+vFF19Ujx49nFEjAACAU9kdiF599VXVqFFD4eHhOnfunCIjI9WiRQs1bdpUL730kjNqBAAAcCq7nkNkGIZSU1M1bdo0jRkzRrt27dK5c+d09913q2rVqs6qEQAAwKnsDkRVqlRRSkqKqlatqvDwcGfVBQAA4DJ2XTLz8PBQ1apVdfr0aWfVAwAA4HJ2zyF67bXXNGzYMO3evdsZ9QAAALic3d9l1qNHD124cEH16tWTt7e3fH19bdbzbfcAAOBWw7fdAwAA07MrEOXk5Gjt2rUaPXq0IiIinFUTAACAS9k1h6hYsWJavHixs2oBAABwC7snVXfs2FFfffWVE0oBAABwD7vnEFWtWlUTJkzQ+vXr1bBhQ5UsWdJm/cCBAx1WHAAAgCvYHYg+/PBDBQQEaMuWLdqyZYvNOovFQiACAAC3HLsvmR06dOi6y8GDBx1e4LFjx/T000+rbNmy8vX1VZ06dfTLL79Y1xuGoTFjxqh8+fLy9fVVdHS0Dhw4YLON9PR0devWTX5+fgoICFCfPn107tw5h9cKAABuTXYHIlc6c+aMmjVrpmLFimnZsmXas2eP3njjDZUpU8baJzExUdOmTdPMmTO1ceNGlSxZUjExMbp48aK1T7du3ZSSkqKkpCQtXbpU69atU9++fd1xSAAAoAiyGIZh2POG3r1733D97Nmz/1FBfzVy5EitX79eP/744zXXG4ahsLAwDR06VC+++KIkKTMzUyEhIZo7d666du2qvXv3KjIyUps3b1ajRo0kScuXL9dDDz2k//3vfwoLC7tpHVlZWfL391dmZqb8/PwcdnwAADhDpZHfubsEux1+rZ3Dt2nP57fdZ4jOnDljs5w4cUKrV6/WkiVLlJGR8XdrvqZvvvlGjRo1UufOnRUcHKy7775b77//vnX9oUOHlJqaqujoaGubv7+/GjdurOTkZElScnKyAgICrGFIkqKjo+Xh4aGNGzdec7/Z2dnKysqyWQAAwO3L7knVX375ZYG2/Px89e/fX5UrV3ZIUVccPHhQ7777ruLj4/Xvf/9bmzdv1sCBA+Xt7a3Y2FilpqZKkkJCQmzeFxISYl2Xmpqq4OBgm/VeXl4KDAy09rnapEmTNH78eIceCwAAKLocMofIw8ND8fHxeuuttxyxOav8/Hw1aNBAr776qu6++2717dtXzz77rGbOnOnQ/VwtISFBmZmZ1uXo0aNO3R8AAHAvh02q/v3335Wbm+uozUmSypcvr8jISJu2mjVr6siRI5Kk0NBQSVJaWppNn7S0NOu60NBQnThxwmZ9bm6u0tPTrX2u5uPjIz8/P5sFAADcvuy+ZBYfH2/z2jAM/fHHH/ruu+8UGxvrsMIkqVmzZtq3b59N2/79+1WxYkVJUkREhEJDQ7Vq1SrVr19f0uUJVBs3blT//v0lSVFRUcrIyNCWLVvUsGFDSdLq1auVn5+vxo0bO7ReAABwa7I7EG3bts3mtYeHh4KCgvTGG2/c9A40ew0ZMkRNmzbVq6++qieeeEKbNm3SrFmzNGvWLEmXHwQ5ePBgTZw4UVWrVlVERIRGjx6tsLAwdezYUdLlM0oPPvig9VJbTk6OBgwYoK5duxbqDjMAAHD7szsQrVmzxhl1XNO//vUvffnll0pISNCECRMUERGhqVOnqlu3btY+w4cP1/nz59W3b19lZGSoefPmWr58uYoXL27tM3/+fA0YMECtW7eWh4eHOnXqpGnTprnsOAAAQNFm93OIDh06pNzcXFWtWtWm/cCBAypWrJgqVarkyPqKBJ5DBAC4lfAcosuc+hyinj17asOGDQXaN27cqJ49e9q7OQAAALezOxBt27ZNzZo1K9DepEkTbd++3RE1AQAAuJTdgchisejs2bMF2jMzM5WXl+eQogAAAFzJ7kDUokULTZo0ySb85OXladKkSWrevLlDiwMAAHAFu+8ymzx5slq0aKHq1avr3nvvlST9+OOPysrK0urVqx1eIAAAgLPZfYYoMjJSO3fu1BNPPKETJ07o7Nmz6tGjh3799VfVrl3bGTUCAAA4ld1niCQpLCxMr776qqNrAQAAcAu7zxDNmTNHCxcuLNC+cOFCzZs3zyFFAQAAuJLdgWjSpEkqV65cgfbg4GDOGgEAgFuS3YHoyJEjioiIKNBesWJF67fQAwAA3ErsDkTBwcHauXNngfYdO3aobNmyDikKAADAlewORE8++aQGDhyoNWvWKC8vT3l5eVq9erUGDRqkrl27OqNGAAAAp7L7LrOXX35Zhw8fVuvWreXldfnt+fn56tGjB3OIAADALcnuQOTt7a0FCxbo5Zdf1o4dO+Tr66s6deqoYsWKzqgPAADA6f7Wc4gkKTAwUK1atbrmHWcAAAC3ErvmEGVkZCguLk7lypVTSEiIQkJCVK5cOQ0YMEAZGRlOKhEAAMC5Cn2GKD09XVFRUTp27Ji6deummjVrSpL27NmjuXPnatWqVdqwYYPKlCnjtGIBAACcodCBaMKECfL29tbvv/+ukJCQAuvatGmjCRMm6K233nJ4kQAAAM5U6EtmX331lV5//fUCYUiSQkNDlZiYqC+//NKhxQEAALhCoQPRH3/8oVq1al13fe3atZWamuqQogAAAFyp0IGoXLlyOnz48HXXHzp0SIGBgY6oCQAAwKUKHYhiYmI0atQoXbp0qcC67OxsjR49Wg8++KBDiwMAAHAFuyZVN2rUSFWrVlVcXJxq1KghwzC0d+9ezZgxQ9nZ2fr444+dWSsAAIBTFDoQVahQQcnJyXr++eeVkJAgwzAkSRaLRQ888IDeeecdhYeHO61QAAAAZ7HrSdURERFatmyZzpw5owMHDkiSqlSpwtwhAABwS/tbX91RpkwZ3XPPPY6uBQAAwC3s+uoOAACA2xGBCAAAmB6BCAAAmF6hAlGDBg105swZSZdvv79w4YJTiwIAAHClQgWivXv36vz585Kk8ePH69y5c04tCgAAwJUKdZdZ/fr11atXLzVv3lyGYej1119XqVKlrtl3zJgxDi0QAADA2QoViObOnauxY8dq6dKlslgsWrZsmby8Cr7VYrEQiAAAwC2nUIGoevXq+vzzzyVJHh4eWrVqlYKDg51aGAAAgKvY/WDG/Px8Z9QBAADgNn/rSdW///67pk6dqr1790qSIiMjNWjQIFWuXNmhxQEAALiC3c8hWrFihSIjI7Vp0ybVrVtXdevW1caNG1WrVi0lJSU5o0YAAACnsvsM0ciRIzVkyBC99tprBdpHjBihBx54wGHFAQAAuILdZ4j27t2rPn36FGjv3bu39uzZ45CiAAAAXMnuQBQUFKTt27cXaN++fTt3ngEAgFuS3ZfMnn32WfXt21cHDx5U06ZNJUnr16/X5MmTFR8f7/ACAQAAnM3uQDR69GiVLl1ab7zxhhISEiRJYWFhGjdunAYOHOjwAgEAAJzN7kBksVg0ZMgQDRkyRGfPnpUklS5d2uGFAQAAuMrfeg7RFQQhAABwO7B7UjUAAMDthkAEAABMj0AEAABMz65AlJOTo9atW+vAgQPOqgcAAMDl7ApExYoV086dO51VCwAAgFvYfcns6aef1ocffuiMWgAAANzC7tvuc3NzNXv2bP3www9q2LChSpYsabP+zTffdFhxAAAArmB3INq9e7caNGggSdq/f7/NOovF4piqAAAAXMjuQLRmzRpn1AEAAOA2f/u2+99++00rVqzQn3/+KUkyDMNhRQEAALiS3YHo9OnTat26tapVq6aHHnpIf/zxhySpT58+Gjp0qMMLBAAAcDa7A9GQIUNUrFgxHTlyRCVKlLC2d+nSRcuXL3docQAAAK5g9xyilStXasWKFapQoYJNe9WqVfXf//7XYYUBAAC4it1niM6fP29zZuiK9PR0+fj4OKQoAAAAV7I7EN1777366KOPrK8tFovy8/OVmJioVq1aObQ4AAAAV7A7ECUmJmrWrFlq27atLl26pOHDh6t27dpat26dJk+e7IwarV577TVZLBYNHjzY2nbx4kXFxcWpbNmyKlWqlDp16qS0tDSb9x05ckTt2rVTiRIlFBwcrGHDhik3N9eptQIAgFuH3YGodu3a2r9/v5o3b64OHTro/Pnzeuyxx7Rt2zZVrlzZGTVKkjZv3qz33ntPdevWtWkfMmSIvv32Wy1cuFBr167V8ePH9dhjj1nX5+XlqV27drp06ZI2bNigefPmae7cuRozZozTagUAALcWi3ELPEDo3LlzatCggWbMmKGJEyeqfv36mjp1qjIzMxUUFKRPP/1Ujz/+uCTp119/Vc2aNZWcnKwmTZpo2bJlat++vY4fP66QkBBJ0syZMzVixAidPHlS3t7eN91/VlaW/P39lZmZKT8/P6ceKwAA/1Slkd+5uwS7HX6tncO3ac/n9996MOOZM2f0+uuvq0+fPurTp4/eeOMNpaen/61iCyMuLk7t2rVTdHS0TfuWLVuUk5Nj016jRg3deeedSk5OliQlJyerTp061jAkSTExMcrKylJKSso195edna2srCybBQAA3L7sDkTr1q1TpUqVNG3aNJ05c0ZnzpzRtGnTFBERoXXr1jm8wM8//1xbt27VpEmTCqxLTU2Vt7e3AgICbNpDQkKUmppq7fPXMHRl/ZV11zJp0iT5+/tbl/DwcAccCQAAKKrsDkRxcXHq0qWLDh06pCVLlmjJkiU6ePCgunbtqri4OIcWd/ToUQ0aNEjz589X8eLFHbrtG0lISFBmZqZ1OXr0qMv2DQAAXM/uQPTbb79p6NCh8vT0tLZ5enoqPj5ev/32m0OL27Jli06cOKEGDRrIy8tLXl5eWrt2raZNmyYvLy+FhITo0qVLysjIsHlfWlqaQkNDJUmhoaEF7jq78vpKn6v5+PjIz8/PZgEAALcvuwNRgwYNtHfv3gLte/fuVb169RxS1BWtW7fWrl27tH37duvSqFEjdevWzfrnYsWKadWqVdb37Nu3T0eOHFFUVJQkKSoqSrt27dKJEyesfZKSkuTn56fIyEiH1gsAAG5Nhfrqjp07d1r/PHDgQA0aNEi//fabmjRpIkn6+eefNX36dL322msOLa506dKqXbu2TVvJkiVVtmxZa3ufPn0UHx+vwMBA+fn56YUXXlBUVJS1tjZt2igyMlLdu3dXYmKiUlNT9dJLLykuLo4nawMAAEmFDET169eXxWLRX+/QHz58eIF+Tz31lLp06eK46grhrbfekoeHhzp16qTs7GzFxMRoxowZ1vWenp5aunSp+vfvr6ioKJUsWVKxsbGaMGGCS+sEAABFV6GeQ2TPl7ZWrFjxHxVUFPEcIgDArYTnEF1mz+d3oc4Q3Y4hBwAA4IpCBaKrHT9+XD/99JNOnDih/Px8m3UDBw50SGEAAACuYncgmjt3rvr16ydvb2+VLVtWFovFus5isRCIAADALcfuQDR69GiNGTNGCQkJ8vD4W9/8AQAAUKTYnWguXLigrl27EoYAAMBtw+5U06dPHy1cuNAZtQAAALiF3ZfMJk2apPbt22v58uWqU6eOihUrZrP+zTffdFhxAAAArvC3AtGKFStUvXp1SSowqRoAAOBWY3cgeuONNzR79mz17NnTCeUAAAC4nt1ziHx8fNSsWTNn1AIAAOAWdgeiQYMG6e2333ZGLQAAAG5h9yWzTZs2afXq1Vq6dKlq1apVYFL1kiVLHFYcAACAK9gdiAICAvTYY485oxYAAAC3sDsQzZkzxxl1AAAAuA2PmwYAAKZn9xmiiIiIGz5v6ODBg/+oIAAAAFezOxANHjzY5nVOTo62bdum5cuXa9iwYY6qCwAAwGXsDkSDBg26Zvv06dP1yy+//OOCAAAAXM1hc4jatm2rxYsXO2pzAAAALuOwQLRo0SIFBgY6anMAAAAuY/cls7vvvttmUrVhGEpNTdXJkyc1Y8YMhxYHAADgCnYHoo4dO9q89vDwUFBQkO677z7VqFHDUXUBAAC4jN2BaOzYsc6oAwAAwG14MCMAADC9Qp8h8vDwuOEDGSXJYrEoNzf3HxcFAADgSoUORF9++eV11yUnJ2vatGnKz893SFEAAACuVOhA1KFDhwJt+/bt08iRI/Xtt9+qW7dumjBhgkOLAwAAcIW/NYfo+PHjevbZZ1WnTh3l5uZq+/btmjdvnipWrOjo+gAAAJzOrkCUmZmpESNGqEqVKkpJSdGqVav07bffqnbt2s6qDwAAwOkKfcksMTFRkydPVmhoqD777LNrXkIDAAC4FVkMwzAK09HDw0O+vr6Kjo6Wp6fndfstWbLEYcUVFVlZWfL391dmZqb8/PzcXQ4AADdUaeR37i7Bbodfa+fwbdrz+V3oM0Q9evS46W33AAAAt6JCB6K5c+c6sQwAAAD34UnVAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9AhEAADA9Ip0IJo0aZL+9a9/qXTp0goODlbHjh21b98+mz4XL15UXFycypYtq1KlSqlTp05KS0uz6XPkyBG1a9dOJUqUUHBwsIYNG6bc3FxXHgoAACjCinQgWrt2reLi4vTzzz8rKSlJOTk5atOmjc6fP2/tM2TIEH377bdauHCh1q5dq+PHj+uxxx6zrs/Ly1O7du106dIlbdiwQfPmzdPcuXM1ZswYdxwSAAAogiyGYRjuLqKwTp48qeDgYK1du1YtWrRQZmamgoKC9Omnn+rxxx+XJP3666+qWbOmkpOT1aRJEy1btkzt27fX8ePHFRISIkmaOXOmRowYoZMnT8rb2/um+83KypK/v78yMzPl5+fn1GMEAOCfqjTyO3eXYLfDr7Vz+Dbt+fwu0meIrpaZmSlJCgwMlCRt2bJFOTk5io6OtvapUaOG7rzzTiUnJ0uSkpOTVadOHWsYkqSYmBhlZWUpJSXlmvvJzs5WVlaWzQIAAG5ft0wgys/P1+DBg9WsWTPVrl1bkpSamipvb28FBATY9A0JCVFqaqq1z1/D0JX1V9Zdy6RJk+Tv729dwsPDHXw0AACgKLllAlFcXJx2796tzz//3On7SkhIUGZmpnU5evSo0/cJAADcx8vdBRTGgAEDtHTpUq1bt04VKlSwtoeGhurSpUvKyMiwOUuUlpam0NBQa59NmzbZbO/KXWhX+lzNx8dHPj4+Dj4KAABQVBXpM0SGYWjAgAH68ssvtXr1akVERNisb9iwoYoVK6ZVq1ZZ2/bt26cjR44oKipKkhQVFaVdu3bpxIkT1j5JSUny8/NTZGSkaw4EAAAUaUX6DFFcXJw+/fRTff311ypdurR1zo+/v798fX3l7++vPn36KD4+XoGBgfLz89MLL7ygqKgoNWnSRJLUpk0bRUZGqnv37kpMTFRqaqpeeuklxcXFcRYIAABIKuKB6N1335Uk3XfffTbtc+bMUc+ePSVJb731ljw8PNSpUydlZ2crJiZGM2bMsPb19PTU0qVL1b9/f0VFRalkyZKKjY3VhAkTXHUYAACgiLulnkPkLjyHCABwK+E5RJfdts8hAgAAcAYCEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD0CEQAAMD1TBaLp06erUqVKKl68uBo3bqxNmza5uyQAAFAEmCYQLViwQPHx8Ro7dqy2bt2qevXqKSYmRidOnHB3aQAAwM1ME4jefPNNPfvss+rVq5ciIyM1c+ZMlShRQrNnz3Z3aQAAwM283F2AK1y6dElbtmxRQkKCtc3Dw0PR0dFKTk4u0D87O1vZ2dnW15mZmZKkrKws5xcLAMA/lJ99wd0l2M0Zn7FXtmkYxk37miIQnTp1Snl5eQoJCbFpDwkJ0a+//lqg/6RJkzR+/PgC7eHh4U6rEQAAM/Of6rxtnz17Vv7+/jfsY4pAZK+EhATFx8dbX+fn5ys9PV1ly5aVxWJxY2XOlZWVpfDwcB09elR+fn7uLqfIY7wKj7GyD+NVeIyVfcw2XoZh6OzZswoLC7tpX1MEonLlysnT01NpaWk27WlpaQoNDS3Q38fHRz4+PjZtAQEBziyxSPHz8zPFL4qjMF6Fx1jZh/EqPMbKPmYar5udGbrCFJOqvb291bBhQ61atcralp+fr1WrVikqKsqNlQEAgKLAFGeIJCk+Pl6xsbFq1KiR7rnnHk2dOlXnz59Xr1693F0aAABwM9MEoi5duujkyZMaM2aMUlNTVb9+fS1fvrzARGsz8/Hx0dixYwtcLsS1MV6Fx1jZh/EqPMbKPozX9VmMwtyLBgAAcBszxRwiAACAGyEQAQAA0yMQAQAA0yMQAQAA0yMQAQAA0yMQQZL0yiuvqGnTpipRosQNn8o9d+5c1a1bV8WLF1dwcLDi4uJcV2QRUtjxkqTTp0+rQoUKslgsysjIcEl9RcnNxmrHjh168sknFR4eLl9fX9WsWVP/+c9/XF9oEVGYn60jR46oXbt2KlGihIKDgzVs2DDl5ua6ttAiaP/+/erQoYPKlSsnPz8/NW/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", 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tWlXSH78wn3nmGS1atCjP5HFneeSRR1ShQgX169dPw4YNk8Vi0YcffpjnF7Sbm5sWLVqkLl26qEmTJhowYICqVKmiX375Rfv379f69euLpN783HvvvXr44YcVFRWllJQU+fn5admyZcrKynLaPhMTE9W1a1d16NBBcXFx+uijj/T000+rcePGkv4IYFOnTlVUVJSSkpLUvXt3lS9fXomJiVq1apUGDx6c5xEAKDkIOyjxhg0bpi+//FIbNmxQRkaGqlWrpqlTp2r06NHWPk8++aSGDh2qZcuW6aOPPpJhGAoPD5ebm5u+/PJLTZw4UcuXL9eSJUtUvXp1vfHGG9a7lHJ98MEHCgwM1CeffKJVq1apXbt2Wr58uerWrasyZcoUqNalS5dq6NChWrBggQzDUPv27bV27VoFBQU59DO5kXfffVc1a9ZUbGysVq1apcDAQEVFRSk6OrpI9p+ff/3rX3J3d9fHH3+sa9euqXnz5tq0aZN1NE2S/ve//2nEiBHq0qWL+vXrZ23v3bu3PvvsM73yyivq2LFjvpPCHa1ixYpavXq1Ro4cqfHjx6tChQp65pln1LZtW5uapT9GBLdu3aqYmBjNnj1bOTk5CgkJsT53yZU+/vhjPf/885oxY4Z8fX01cOBAtWnTxvpMKkdbvny59VlEpUqV0pAhQ/TGG2/Y9Bk7dqzq1KmjOXPmKCYmRtIfE8bbt2+vrl27OqUu3BkshqvHQ4ESLCEhQffff78++ugj9e7d29XlAIApMWcHKCJXr17N0zZ37ly5ubnd8gnDAIDC4zIWUERmzpyp+Ph4tWnTRqVKldLatWu1du1aDR48OM/zRlD0srOz9fvvv9+0T7ly5fLcwnwnSElJ0fXr12+43N3dPc9zegAz4TIWUEQ2btyomJgYHThwQOnp6brnnnvUp08fjRs3zuaJu3CNpKSkW87ZiY6OtvnS1jtF69attX379hsur1atWp4v9QTMhLADAPrj2Tw7d+68aZ+aNWuqZs2aRVSR48THx9/0acpeXl5q3rx5EVYEFC3CDgAAMDUmKAMAAFNjooD++E6VU6dOqXz58k753h8AAOB4hmHo0qVLCgoKkpvbjcdvCDuSTp06xd0wAADcoU6ePGl9Mnp+CDuS9QscT548KW9vbxdXAwAACiItLU3BwcE2X8ScH8KO/v/vJfL29ibsAABwh7nVFBQmKAMAAFMj7AAAAFMj7AAAAFMj7AAAAFMj7AAAAFMj7AAAAFMj7AAAAFMj7AAAAFMj7AAAAFMj7AAAAFMj7AAAAFMj7AAAAFMj7AAAAFMj7AAAAFMr5eoCAAB5VR/7tatLsFvSjM6uLgHIFyM7AADA1Ag7AADA1Ag7AADA1Ag7AADA1Ag7AADA1Ag7AADA1Ag7AADA1Ag7AADA1Ag7AADA1Ag7AADA1Ag7AADA1Ag7AADA1Ag7AADA1FwadqZPn66//e1vKl++vPz9/dW9e3cdOnTIpk/r1q1lsVhsXi+88IJNnxMnTqhz584qW7as/P39NXr0aGVlZRXloQAAgGKqlCt3vn37dkVEROhvf/ubsrKy9Oqrr6p9+/Y6cOCA7rrrLmu/QYMGafLkydb3ZcuWtf6cnZ2tzp07KzAwULt27dLp06fVt29flS5dWtOmTSvS4wEAAMWPS8POunXrbN7HxsbK399f8fHxatmypbW9bNmyCgwMzHcbGzZs0IEDB7Rp0yYFBASoSZMmmjJlisaMGaNJkybJw8PDqccAAACKt2I1Zyc1NVWS5OfnZ9P+8ccfq1KlSmrYsKGioqJ05coV67K4uDg1atRIAQEB1rawsDClpaVp//79+e4nIyNDaWlpNi8AAGBOLh3Z+bOcnBwNHz5czZs3V8OGDa3tTz/9tKpVq6agoCDt3btXY8aM0aFDh7Ry5UpJUnJysk3QkWR9n5ycnO++pk+frpiYGCcdCQAAKE6KTdiJiIjQzz//rJ07d9q0Dx482Ppzo0aNVKVKFbVt21bHjh1TSEhIofYVFRWlyMhI6/u0tDQFBwcXrnAAAFCsFYvLWEOGDNHq1au1detWVa1a9aZ9mzVrJkk6evSoJCkwMFBnzpyx6ZP7/kbzfDw9PeXt7W3zAgAA5uTSsGMYhoYMGaJVq1Zpy5YtqlGjxi3XSUhIkCRVqVJFkhQaGqp9+/bp7Nmz1j4bN26Ut7e3GjRo4JS6AQDAncOll7EiIiK0dOlSffHFFypfvrx1jo2Pj4+8vLx07NgxLV26VJ06dVLFihW1d+9ejRgxQi1bttR9990nSWrfvr0aNGigPn36aObMmUpOTtb48eMVEREhT09PVx4eAAAoBlw6srNo0SKlpqaqdevWqlKlivW1fPlySZKHh4c2bdqk9u3bq169eho5cqR69Oihr776yroNd3d3rV69Wu7u7goNDdUzzzyjvn372jyXBwAAlFwuHdkxDOOmy4ODg7V9+/ZbbqdatWpas2aNo8oCAAAmUiwmKAMAADgLYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJhaKVcXAADOVn3s164uAYALMbIDAABMjbADAABMzaVhZ/r06frb3/6m8uXLy9/fX927d9ehQ4ds+ly7dk0RERGqWLGiypUrpx49eujMmTM2fU6cOKHOnTurbNmy8vf31+jRo5WVlVWUhwIAAIopl4ad7du3KyIiQrt379bGjRuVmZmp9u3b6/Lly9Y+I0aM0FdffaUVK1Zo+/btOnXqlJ588knr8uzsbHXu3FnXr1/Xrl279P777ys2NlYTJ050xSEBAIBixmIYhuHqInL9/vvv8vf31/bt29WyZUulpqaqcuXKWrp0qf7xj39Ikn755RfVr19fcXFxevjhh7V27Vo98cQTOnXqlAICAiRJb7/9tsaMGaPff/9dHh4et9xvWlqafHx8lJqaKm9vb6ceI4CixwTlopE0o7OrS0AJU9Df38Vqzk5qaqokyc/PT5IUHx+vzMxMtWvXztqnXr16uueeexQXFydJiouLU6NGjaxBR5LCwsKUlpam/fv357ufjIwMpaWl2bwAAIA5FZuwk5OTo+HDh6t58+Zq2LChJCk5OVkeHh7y9fW16RsQEKDk5GRrnz8HndzlucvyM336dPn4+FhfwcHBDj4aAABQXBSbsBMREaGff/5Zy5Ytc/q+oqKilJqaan2dPHnS6fsEAACuYXfY+fHHH7Vv3z7r+y+++ELdu3fXq6++quvXrxeqiCFDhmj16tXaunWrqlatam0PDAzU9evXdfHiRZv+Z86cUWBgoLXPX+/Oyn2f2+evPD095e3tbfMCAADmZHfYef7553X48GFJ0vHjxxUeHq6yZctqxYoVeuWVV+zalmEYGjJkiFatWqUtW7aoRo0aNsubNm2q0qVLa/Pmzda2Q4cO6cSJEwoNDZUkhYaGat++fTp79qy1z8aNG+Xt7a0GDRrYe3gAAMBk7A47hw8fVpMmTSRJK1asUMuWLbV06VLFxsbqs88+s2tbERER+uijj7R06VKVL19eycnJSk5O1tWrVyVJPj4+GjhwoCIjI7V161bFx8drwIABCg0N1cMPPyxJat++vRo0aKA+ffrop59+0vr16zV+/HhFRETI09PT3sMDAAAmY/d3YxmGoZycHEnSpk2b9MQTT0iSgoODde7cObu2tWjRIklS69atbdqXLFmi/v37S5LmzJkjNzc39ejRQxkZGQoLC9PChQutfd3d3bV69Wq9+OKLCg0N1V133aV+/fpp8uTJ9h4aAAAwIbvDzoMPPqipU6eqXbt22r59uzWwJCYm5rkr6lYK8oifMmXKaMGCBVqwYMEN+1SrVk1r1qyxa98AAKBksPsy1ty5c/Xjjz9qyJAhGjdunGrVqiVJ+vTTT/XII484vEAAAIDbYffIzn333WdzN1auN954Q+7u7g4pCgAAwFEK9Zydixcv6t1331VUVJRSUlIkSQcOHLC5IwoAAKA4sHtkZ+/evWrbtq18fX2VlJSkQYMGyc/PTytXrtSJEyf0wQcfOKNOAEAxdyd+Bxnf51Uy2D2yExkZqQEDBujIkSMqU6aMtb1Tp07asWOHQ4sDAAC4XXaHne+//17PP/98nva77777ht9FBQAA4Cp2hx1PT898vyX88OHDqly5skOKAgAAcBS7w07Xrl01efJkZWZmSpIsFotOnDihMWPGqEePHg4vEAAA4HbYHXZmz56t9PR0+fv76+rVq2rVqpVq1aql8uXL67XXXnNGjQAAAIVm991YPj4+2rhxo7755hv99NNPSk9P1wMPPKB27do5oz4AAIDbYnfYydW8eXM1b97ckbUAAAA4nN2XsYYNG6Z58+blaX/rrbc0fPhwR9QEAADgMHaHnc8++yzfEZ1HHnlEn376qUOKAgAAcBS7w8758+fl4+OTp93b21vnzp1zSFEAAACOYnfYqVWrltatW5enfe3atapZs6ZDigIAAHAUuycoR0ZGasiQIfr999/12GOPSZI2b96s2bNna+7cuY6uDwAA4LbYHXaeffZZZWRk6LXXXtOUKVMkSdWrV9eiRYvUt29fhxcIAABwOwp16/mLL76oF198Ub///ru8vLxUrlw5R9cFAADgEIV+zo4kvgsLAAAUe3ZPUD5z5oz69OmjoKAglSpVSu7u7jYvAACA4sTukZ3+/fvrxIkTmjBhgqpUqSKLxeKMugAAABzC7rCzc+dO/fe//1WTJk2cUA4AAIBj2X0ZKzg4WIZhOKMWAAAAh7M77MydO1djx45VUlKSE8oBAABwLLsvY/Xq1UtXrlxRSEiIypYtq9KlS9ssT0lJcVhxAAAAt8vusMNTkgEAwJ3E7rDTr18/Z9QBAADgFHbP2ZGkY8eOafz48Xrqqad09uxZSX98Eej+/fsdWhwAAMDtsjvsbN++XY0aNdK3336rlStXKj09XZL0008/KTo62uEFAgAA3A67w87YsWM1depUbdy4UR4eHtb2xx57TLt373ZocQAAALfL7rCzb98+/f3vf8/T7u/vr3PnzjmkKAAAAEexO+z4+vrq9OnTedr37Nmju+++2yFFAQAAOIrdYSc8PFxjxoxRcnKyLBaLcnJy9M0332jUqFHq27evM2oEAAAoNLvDzrRp01SvXj0FBwcrPT1dDRo0UMuWLfXII49o/PjxzqgRAACg0Ox6zo5hGEpOTta8efM0ceJE7du3T+np6br//vtVu3ZtZ9UIAABQaHaHnVq1amn//v2qXbu2goODnVUXAACAQ9h1GcvNzU21a9fW+fPnnVUPAACAQ9k9Z2fGjBkaPXq0fv75Z2fUAwAA4FB2fzdW3759deXKFTVu3FgeHh7y8vKyWc63ngMAgOKEbz0HAACmZlfYyczM1Pbt2zVhwgTVqFHDWTUBAAA4jF1hp3Tp0vrss880YcIEZ9UDoJirPvZrV5cAAHaxe4Jy9+7d9fnnnzuhFAAAAMeze85O7dq1NXnyZH3zzTdq2rSp7rrrLpvlw4YNc1hxAAAAt8vusLN48WL5+voqPj5e8fHxNsssFgthBwAAFCt2h53ExERn1AEAAOAUds/ZAQAAuJPYPbLz7LPP3nT5e++9V+hiAAAAHM3usHPhwgWb95mZmfr555918eJFPfbYYw4rDAAAwBHsDjurVq3K05aTk6MXX3xRISEhDikKAADAURwyZ8fNzU2RkZGaM2eOIzYHAADgMA6boHzs2DFlZWU5anMAAAAOYfdlrMjISJv3hmHo9OnT+vrrr9WvXz+HFQYAAOAIdoedPXv22Lx3c3NT5cqVNXv27FveqQUAAFDU7A47W7dudUYdAAAATmH3nJ3ExEQdOXIkT/uRI0eUlJTkiJoAAAAcxu6w079/f+3atStP+7fffqv+/fvbta0dO3aoS5cuCgoKksViyfNt6v3795fFYrF5dejQwaZPSkqKevfuLW9vb/n6+mrgwIFKT0+397AAAIBJ2R129uzZo+bNm+dpf/jhh5WQkGDXti5fvqzGjRtrwYIFN+zToUMHnT592vr65JNPbJb37t1b+/fv18aNG7V69Wrt2LFDgwcPtqsOAABgXnbP2bFYLLp06VKe9tTUVGVnZ9u1rY4dO6pjx4437ePp6anAwMB8lx08eFDr1q3T999/rwcffFCSNH/+fHXq1EmzZs1SUFCQXfUAAADzsXtkp2XLlpo+fbpNsMnOztb06dPVokULhxYnSdu2bZO/v7/q1q2rF198UefPn7cui4uLk6+vrzXoSFK7du3k5uamb7/99obbzMjIUFpams0LAACYk90jO6+//rpatmypunXr6tFHH5Uk/fe//1VaWpq2bNni0OI6dOigJ598UjVq1NCxY8f06quvqmPHjoqLi5O7u7uSk5Pl7+9vs06pUqXk5+en5OTkG253+vTpiomJcWitAACgeLJ7ZKdBgwbau3evevbsqbNnz+rSpUvq27evfvnlFzVs2NChxYWHh6tr165q1KiRunfvrtWrV+v777/Xtm3bbmu7UVFRSk1Ntb5OnjzpmIIBAECxY/fIjiQFBQVp2rRpjq7llmrWrKlKlSrp6NGjatu2rQIDA3X27FmbPllZWUpJSbnhPB/pj3lAnp6ezi4XAAAUA3aP7CxZskQrVqzI075ixQq9//77DinqRv73v//p/PnzqlKliiQpNDRUFy9eVHx8vLXPli1blJOTo2bNmjm1FgAAcGewO+xMnz5dlSpVytPu7+9v92hPenq6EhISrLesJyYmKiEhQSdOnFB6erpGjx6t3bt3KykpSZs3b1a3bt1Uq1YthYWFSZLq16+vDh06aNCgQfruu+/0zTffaMiQIQoPD+dOLAAAIKkQYefEiROqUaNGnvZq1arpxIkTdm3rhx9+0P3336/7779f0h9fMnr//fdr4sSJcnd31969e9W1a1fVqVNHAwcOVNOmTfXf//7X5hLUxx9/rHr16qlt27bq1KmTWrRooXfeecfewwIAACZl95wdf39/7d27V9WrV7dp/+mnn1SxYkW7ttW6dWsZhnHD5evXr7/lNvz8/LR06VK79gsAAEoOu0d2nnrqKQ0bNkxbt25Vdna2srOztWXLFr388ssKDw93Ro0AAACFZvfIzpQpU5SUlKS2bduqVKk/Vs/JyVHfvn1dcocWAADAzdgddjw8PLR8+XJNmTJFP/30k7y8vNSoUSNVq1bNGfUBAADclkI9Z0f6Y65MmzZt8r0zCwAAoLiwa87OxYsXFRERoUqVKikgIEABAQGqVKmShgwZoosXLzqpRAAAgMIr8MhOSkqKQkND9dtvv6l3796qX7++JOnAgQOKjY3V5s2btWvXLlWoUMFpxQIAANirwGFn8uTJ8vDw0LFjxxQQEJBnWfv27TV58mTNmTPH4UUCAAAUVoEvY33++eeaNWtWnqAjSYGBgZo5c6ZWrVrl0OIAAABuV4HDzunTp3XvvffecHnDhg2VnJzskKIAAAAcpcBhp1KlSkpKSrrh8sTERPn5+TmiJgAAAIcpcNgJCwvTuHHjdP369TzLMjIyNGHCBHXo0MGhxQEAANwuuyYoP/jgg6pdu7YiIiJUr149GYahgwcPauHChcrIyNCHH37ozFoBAADsVuCwU7VqVcXFxemll15SVFSU9Qs8LRaLHn/8cb311lsKDg52WqEAAACFYdcTlGvUqKG1a9fqwoULOnLkiCSpVq1azNUBAADFVqG+LqJChQp66KGHHF0LAACAw9n1dREAAAB3GsIOAAAwNcIOAAAwtQKFnQceeEAXLlyQ9Mct6FeuXHFqUQAAAI5SoLBz8OBBXb58WZIUExOj9PR0pxYFAADgKAW6G6tJkyYaMGCAWrRoIcMwNGvWLJUrVy7fvhMnTnRogQAAALejQGEnNjZW0dHRWr16tSwWi9auXatSpfKuarFYCDsAAKBYKVDYqVu3rpYtWyZJcnNz0+bNm+Xv7+/UwgAAABzB7ocK5uTkOKMOAAAApyjUE5SPHTumuXPn6uDBg5KkBg0a6OWXX1ZISIhDiwMAALhddj9nZ/369WrQoIG+++473Xfffbrvvvv07bff6t5779XGjRudUSMAAECh2T2yM3bsWI0YMUIzZszI0z5mzBg9/vjjDisOAADgdtk9snPw4EENHDgwT/uzzz6rAwcOOKQoAAAAR7E77FSuXFkJCQl52hMSErhDCwAAFDt2X8YaNGiQBg8erOPHj+uRRx6RJH3zzTd6/fXXFRkZ6fACAQAAbofdYWfChAkqX768Zs+eraioKElSUFCQJk2apGHDhjm8QAAAgNthd9ixWCwaMWKERowYoUuXLkmSypcv7/DCAAAAHKFQz9nJRcgBAADFnd0TlAEAAO4khB0AAGBqhB0AAGBqdoWdzMxMtW3bVkeOHHFWPQAAAA5lV9gpXbq09u7d66xaAAAAHM7uy1jPPPOMFi9e7IxaAAAAHM7uW8+zsrL03nvvadOmTWratKnuuusum+Vvvvmmw4oDAAC4XXaHnZ9//lkPPPCAJOnw4cM2yywWi2OqAgAAcBC7w87WrVudUQcAAIBTFPrW86NHj2r9+vW6evWqJMkwDIcVBQAA4Ch2h53z58+rbdu2qlOnjjp16qTTp09LkgYOHKiRI0c6vEAAAIDbYXfYGTFihEqXLq0TJ06obNmy1vZevXpp3bp1Di0OAADgdtk9Z2fDhg1av369qlatatNeu3Zt/frrrw4rDAAAwBHsHtm5fPmyzYhOrpSUFHl6ejqkKAAAAEexO+w8+uij+uCDD6zvLRaLcnJyNHPmTLVp08ahxQEAANwuuy9jzZw5U23bttUPP/yg69ev65VXXtH+/fuVkpKib775xhk1AgAAFJrdIzsNGzbU4cOH1aJFC3Xr1k2XL1/Wk08+qT179igkJMQZNQIAABSa3SM7kuTj46Nx48Y5uhYAAACHK1TYuXDhghYvXqyDBw9Kkho0aKABAwbIz8/PocUBAADcLrsvY+3YsUPVq1fXvHnzdOHCBV24cEHz5s1TjRo1tGPHDmfUCAAAUGh2j+xERESoV69eWrRokdzd3SVJ2dnZeumllxQREaF9+/Y5vEgAAIDCsntk5+jRoxo5cqQ16EiSu7u7IiMjdfToUYcWBwAAcLvsDjsPPPCAda7Onx08eFCNGzd2SFEAAACOUqCws3fvXutr2LBhevnllzVr1izt3LlTO3fu1KxZszRixAiNGDHCrp3v2LFDXbp0UVBQkCwWiz7//HOb5YZhaOLEiapSpYq8vLzUrl07HTlyxKZPSkqKevfuLW9vb/n6+mrgwIFKT0+3qw4AAGBeBZqz06RJE1ksFhmGYW175ZVX8vR7+umn1atXrwLv/PLly2rcuLGeffZZPfnkk3mWz5w5U/PmzdP777+vGjVqaMKECQoLC9OBAwdUpkwZSVLv3r11+vRpbdy4UZmZmRowYIAGDx6spUuXFrgOAABgXgUKO4mJiU7ZeceOHdWxY8d8lxmGoblz52r8+PHq1q2bJOmDDz5QQECAPv/8c4WHh+vgwYNat26dvv/+ez344IOSpPnz56tTp06aNWuWgoKC8t12RkaGMjIyrO/T0tIcfGQAAKC4KFDYqVatmrPryCMxMVHJyclq166dtc3Hx0fNmjVTXFycwsPDFRcXJ19fX2vQkaR27drJzc1N3377rf7+97/nu+3p06crJibG6ccAAABcr1APFTx16pR27typs2fPKicnx2bZsGHDHFJYcnKyJCkgIMCmPSAgwLosOTlZ/v7+NstLlSolPz8/a5/8REVFKTIy0vo+LS1NwcHBDqkbAAAUL3aHndjYWD3//PPy8PBQxYoVZbFYrMssFovDwo4zeXp6ytPT09VlAACAImB32JkwYYImTpyoqKgoubnZfed6gQUGBkqSzpw5oypVqljbz5w5oyZNmlj7nD171ma9rKwspaSkWNcHAAAlm91p5cqVKwoPD3dq0JGkGjVqKDAwUJs3b7a2paWl6dtvv1VoaKgkKTQ0VBcvXlR8fLy1z5YtW5STk6NmzZo5tT4AAHBnsDuxDBw4UCtWrHDIztPT05WQkKCEhARJf0xKTkhI0IkTJ2SxWDR8+HBNnTpVX375pfbt26e+ffsqKChI3bt3lyTVr19fHTp00KBBg/Tdd9/pm2++0ZAhQxQeHn7DO7EAAEDJYjH+/PCcAsjOztYTTzyhq1evqlGjRipdurTN8jfffLPA29q2bZvatGmTp71fv36KjY2VYRiKjo7WO++8o4sXL6pFixZauHCh6tSpY+2bkpKiIUOG6KuvvpKbm5t69OihefPmqVy5cgWuIy0tTT4+PkpNTZW3t3eB1wNKoupjv3Z1CYDDJM3o7OoScBsK+vvb7rAzdepUTZw4UXXr1lVAQECeCcpbtmwpfNUuQtgBCo6wAzMh7NzZCvr72+4JyrNnz9Z7772n/v373059AAAARcLuOTuenp5q3ry5M2oBAABwOLvDzssvv6z58+c7oxYAAACHs/sy1nfffactW7Zo9erVuvfee/NMUF65cqXDigMAALhddocdX1/ffL+hHAAAoDiyO+wsWbLEGXUAAAA4hXMfgwwAAOBido/s1KhRw+bZOn91/Pjx2yoIAADAkewOO8OHD7d5n5mZqT179mjdunUaPXq0o+oCAABwCLvDzssvv5xv+4IFC/TDDz/cdkEAAACO5LA5Ox07dtRnn33mqM0BAAA4hMPCzqeffio/Pz9HbQ4AAMAh7L6Mdf/999tMUDYMQ8nJyfr999+1cOFChxYHAABwu+wOO927d7d57+bmpsqVK6t169aqV6+eo+oCAABwCLvDTnR0tDPqAAAAcAoeKggAAEytwCM7bm5uN32YoCRZLBZlZWXddlEAAACOUuCws2rVqhsui4uL07x585STk+OQogAAABylwGGnW7duedoOHTqksWPH6quvvlLv3r01efJkhxYHAABwuwo1Z+fUqVMaNGiQGjVqpKysLCUkJOj9999XtWrVHF0fAADAbbEr7KSmpmrMmDGqVauW9u/fr82bN+urr75Sw4YNnVUfAADAbSnwZayZM2fq9ddfV2BgoD755JN8L2sBAAAUNxbDMIyCdHRzc5OXl5fatWsnd3f3G/ZbuXKlw4orKmlpafLx8VFqaqq8vb1dXQ5QrFUf+7WrSwAcJmlGZ1eXgNtQ0N/fBR7Z6du37y1vPQcAAChuChx2YmNjnVgGAACAc/AEZQAAYGqEHQAAYGqEHQAAYGqEHQAAYGoFnqAMwLG4hRsAigYjOwAAwNQIOwAAwNQIOwAAwNQIOwAAwNQIOwAAwNQIOwAAwNQIOwAAwNQIOwAAwNQIOwAAwNR4gjIAoMS6E59knjSjs6tLuOMwsgMAAEyNsAMAAEyNsAMAAEyNsAMAAEyNsAMAAEyNsAMAAEyNsAMAAEyNsAMAAEyNsAMAAEyNsAMAAEyNsAMAAEyNsAMAAEyNsAMAAEyNsAMAAEyNsAMAAEyNsAMAAEytWIedSZMmyWKx2Lzq1atnXX7t2jVFRESoYsWKKleunHr06KEzZ864sGIAAFDcFOuwI0n33nuvTp8+bX3t3LnTumzEiBH66quvtGLFCm3fvl2nTp3Sk08+6cJqAQBAcVPK1QXcSqlSpRQYGJinPTU1VYsXL9bSpUv12GOPSZKWLFmi+vXra/fu3Xr44YdvuM2MjAxlZGRY36elpTm+cAAAUCwU+5GdI0eOKCgoSDVr1lTv3r114sQJSVJ8fLwyMzPVrl07a9969erpnnvuUVxc3E23OX36dPn4+FhfwcHBTj0GAADgOsU67DRr1kyxsbFat26dFi1apMTERD366KO6dOmSkpOT5eHhIV9fX5t1AgIClJycfNPtRkVFKTU11fo6efKkE48CAAC4UrG+jNWxY0frz/fdd5+aNWumatWq6T//+Y+8vLwKvV1PT095eno6okQAAFDMFeuRnb/y9fVVnTp1dPToUQUGBur69eu6ePGiTZ8zZ87kO8cHAACUTHdU2ElPT9exY8dUpUoVNW3aVKVLl9bmzZutyw8dOqQTJ04oNDTUhVUCAIDipFhfxho1apS6dOmiatWq6dSpU4qOjpa7u7ueeuop+fj4aODAgYqMjJSfn5+8vb01dOhQhYaG3vROLAAAULIU67Dzv//9T0899ZTOnz+vypUrq0WLFtq9e7cqV64sSZozZ47c3NzUo0cPZWRkKCwsTAsXLnRx1QAAoDixGIZhuLoIV0tLS5OPj49SU1Pl7e3t6nJQQlQf+7WrSwBwB0qa0dnVJRQbBf39fUfN2QEAALAXYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJgaYQcAAJhaKVcXADhC9bFfu7oEAEAxxcgOAAAwNcIOAAAwNcIOAAAwNcIOAAAwNcIOAAAwNcIOAAAwNcIOAAAwNZ6zAwDAHeROfK5Y0ozOLt0/IzsAAMDUCDsAAMDUCDsAAMDUCDsAAMDUCDsAAMDUCDsAAMDUCDsAAMDUCDsAAMDUCDsAAMDUCDsAAMDU+LoI5HEnPoocAIAbYWQHAACYmmnCzoIFC1S9enWVKVNGzZo103fffefqkgAAQDFgirCzfPlyRUZGKjo6Wj/++KMaN26ssLAwnT171tWlAQAAFzNF2HnzzTc1aNAgDRgwQA0aNNDbb7+tsmXL6r333nN1aQAAwMXu+AnK169fV3x8vKKioqxtbm5uateuneLi4vJdJyMjQxkZGdb3qampkqS0tDSH19cwer3DtwkAwJ3EGb9f/7xdwzBu2u+ODzvnzp1Tdna2AgICbNoDAgL0yy+/5LvO9OnTFRMTk6c9ODjYKTUCAFCS+cx17vYvXbokHx+fGy6/48NOYURFRSkyMtL6PicnRykpKapYsaIsFosLK3OetLQ0BQcH6+TJk/L29nZ1Ofj/cF6KL85N8cW5KZ5ccV4Mw9ClS5cUFBR00353fNipVKmS3N3ddebMGZv2M2fOKDAwMN91PD095enpadPm6+vrrBKLFW9vb/7nUAxxXoovzk3xxbkpnor6vNxsRCfXHT9B2cPDQ02bNtXmzZutbTk5Odq8ebNCQ0NdWBkAACgO7viRHUmKjIxUv3799OCDD+qhhx7S3LlzdfnyZQ0YMMDVpQEAABczRdjp1auXfv/9d02cOFHJyclq0qSJ1q1bl2fScknm6emp6OjoPJfv4Fqcl+KLc1N8cW6Kp+J8XizGre7XAgAAuIPd8XN2AAAAboawAwAATI2wAwAATI2wAwAATI2wAwAATI2wYyILFixQ9erVVaZMGTVr1kzfffddgdZbtmyZLBaLunfv7twCSyh7z8vFixcVERGhKlWqyNPTU3Xq1NGaNWuKqNqSxd5zM3fuXNWtW1deXl4KDg7WiBEjdO3atSKqtmTYsWOHunTpoqCgIFksFn3++ee3XGfbtm164IEH5OnpqVq1aik2NtbpdZZE9p6blStX6vHHH1flypXl7e2t0NBQrV/vmi/HJuyYxPLlyxUZGano6Gj9+OOPaty4scLCwnT27NmbrpeUlKRRo0bp0UcfLaJKSxZ7z8v169f1+OOPKykpSZ9++qkOHTqkf//737r77ruLuHLzs/fcLF26VGPHjlV0dLQOHjyoxYsXa/ny5Xr11VeLuHJzu3z5sho3bqwFCxYUqH9iYqI6d+6sNm3aKCEhQcOHD9dzzz3nsl+qZmbvudmxY4cef/xxrVmzRvHx8WrTpo26dOmiPXv2OLnSfBgwhYceesiIiIiwvs/OzjaCgoKM6dOn33CdrKws45FHHjHeffddo1+/fka3bt2KoNKSxd7zsmjRIqNmzZrG9evXi6rEEsvecxMREWE89thjNm2RkZFG8+bNnVpnSSbJWLVq1U37vPLKK8a9995r09arVy8jLCzMiZWhIOcmPw0aNDBiYmIcX9AtMLJjAtevX1d8fLzatWtnbXNzc1O7du0UFxd3w/UmT54sf39/DRw4sCjKLHEKc16+/PJLhYaGKiIiQgEBAWrYsKGmTZum7Ozsoiq7RCjMuXnkkUcUHx9vvdR1/PhxrVmzRp06dSqSmpG/uLg4m/MoSWFhYTf9fx9cIycnR5cuXZKfn1+R79sUXxdR0p07d07Z2dl5vh4jICBAv/zyS77r7Ny5U4sXL1ZCQkIRVFgyFea8HD9+XFu2bFHv3r21Zs0aHT16VC+99JIyMzMVHR1dFGWXCIU5N08//bTOnTunFi1ayDAMZWVl6YUXXuAyloslJyfnex7T0tJ09epVeXl5uagy/NWsWbOUnp6unj17Fvm+GdkpgS5duqQ+ffro3//+typVquTqcvAnOTk58vf31zvvvKOmTZuqV69eGjdunN5++21Xl1bibdu2TdOmTdPChQv1448/auXKlfr66681ZcoUV5cGFHtLly5VTEyM/vOf/8jf37/I98/IjglUqlRJ7u7uOnPmjE37mTNnFBgYmKf/sWPHlJSUpC5duljbcnJyJEmlSpXSoUOHFBIS4tyiSwB7z4skValSRaVLl5a7u7u1rX79+kpOTtb169fl4eHh1JpLisKcmwkTJqhPnz567rnnJEmNGjXS5cuXNXjwYI0bN05ubvzb0RUCAwPzPY/e3t6M6hQTy5Yt03PPPacVK1bkueRYVPjbaQIeHh5q2rSpNm/ebG3LycnR5s2bFRoamqd/vXr1tG/fPiUkJFhfXbt2td7NEBwcXJTlm5a950WSmjdvrqNHj1rDpyQdPnxYVapUIeg4UGHOzZUrV/IEmtxQavB9yi4TGhpqcx4laePGjTc8jyhan3zyiQYMGKBPPvlEnTt3dl0hRT4lGk6xbNkyw9PT04iNjTUOHDhgDB482PD19TWSk5MNwzCMPn36GGPHjr3h+tyN5Rz2npcTJ04Y5cuXN4YMGWIcOnTIWL16teHv729MnTrVVYdgWvaem+joaKN8+fLGJ598Yhw/ftzYsGGDERISYvTs2dNVh2BKly5dMvbs2WPs2bPHkGS8+eabxp49e4xff/3VMAzDGDt2rNGnTx9r/+PHjxtly5Y1Ro8ebRw8eNBYsGCB4e7ubqxbt85Vh2Ba9p6bjz/+2ChVqpSxYMEC4/Tp09bXxYsXi7x2wo6JzJ8/37jnnnsMDw8P46GHHjJ2795tXdaqVSujX79+N1yXsOM89p6XXbt2Gc2aNTM8PT2NmjVrGq+99pqRlZVVxFWXDPacm8zMTGPSpElGSEiIUaZMGSM4ONh46aWXjAsXLhR94Sa2detWQ1KeV+656Nevn9GqVas86zRp0sTw8PAwatasaSxZsqTI6y4J7D03rVq1umn/omQxDMZfAQCAeTFnBwAAmBphBwAAmBphBwAAmBphBwAAmBphBwAAmBphBwAAmBphBwAAmBphBwAAmBphBwAAmBphBwAAmBphBwAAmNr/Az8YisMOXLK5AAAAAElFTkSuQmCC", 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", 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", 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", + "image/png": 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", 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", 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", 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" ] @@ -1142,22 +1117,7 @@ { "name": "stderr", "output_type": "stream", - "text": [ - "/home/phmb/github/RocketPy/venv312/lib/python3.12/site-packages/numpy/lib/function_base.py:520: RuntimeWarning: Mean of empty slice.\n", - " avg = a.mean(axis, **keepdims_kw)\n", - "/home/phmb/github/RocketPy/venv312/lib/python3.12/site-packages/numpy/core/_methods.py:121: RuntimeWarning: invalid value encountered in divide\n", - " ret = um.true_divide(\n", - "/home/phmb/github/RocketPy/rocketpy/tools.py:396: RuntimeWarning: Degrees of freedom <= 0 for slice\n", - " covariance_matrix = np.cov(list_x, list_y)\n", - "/home/phmb/github/RocketPy/venv312/lib/python3.12/site-packages/numpy/lib/function_base.py:2748: RuntimeWarning: divide by zero encountered in divide\n", - " c *= np.true_divide(1, fact)\n", - "/home/phmb/github/RocketPy/venv312/lib/python3.12/site-packages/numpy/lib/function_base.py:2748: RuntimeWarning: invalid value encountered in multiply\n", - " c *= np.true_divide(1, fact)\n", - "/home/phmb/github/RocketPy/venv312/lib/python3.12/site-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.\n", - " return _methods._mean(a, axis=axis, dtype=dtype,\n", - "/home/phmb/github/RocketPy/venv312/lib/python3.12/site-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in scalar divide\n", - " ret = ret.dtype.type(ret / rcount)\n" - ] + "text": [] } ], "source": [ diff --git a/docs/user/installation.rst b/docs/user/installation.rst index dabf967c8..fe5939e98 100644 --- a/docs/user/installation.rst +++ b/docs/user/installation.rst @@ -19,7 +19,7 @@ If you want to choose a specific version to guarantee compatibility, you may ins .. code-block:: shell - pip install rocketpy==1.7.1 + pip install rocketpy==1.8.0 Optional Installation Method: ``conda`` diff --git a/pyproject.toml b/pyproject.toml index f9b8bcf2e..8d1071b04 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "rocketpy" -version = "1.7.1" +version = "1.8.0" description="Advanced 6-DOF trajectory simulation for High-Power Rocketry." dynamic = ["dependencies"] readme = "README.md" diff --git a/requirements.txt b/requirements.txt index 18463c5d8..68aebe503 100644 --- a/requirements.txt +++ b/requirements.txt @@ -5,3 +5,4 @@ netCDF4>=1.6.4 requests pytz simplekml +dill diff --git a/rocketpy/_encoders.py b/rocketpy/_encoders.py index 6a4982295..32a63495d 100644 --- a/rocketpy/_encoders.py +++ b/rocketpy/_encoders.py @@ -1,7 +1,8 @@ """Defines a custom JSON encoder for RocketPy objects.""" import json -import types +from datetime import datetime +from importlib import import_module import numpy as np @@ -9,7 +10,13 @@ class RocketPyEncoder(json.JSONEncoder): - """NOTE: This is still under construction, please don't use it yet.""" + """Custom JSON encoder for RocketPy objects. It defines how to encode + different types of objects to a JSON supported format.""" + + def __init__(self, *args, **kwargs): + self.include_outputs = kwargs.pop("include_outputs", False) + self.include_function_data = kwargs.pop("include_function_data", True) + super().__init__(*args, **kwargs) def default(self, o): if isinstance( @@ -33,11 +40,126 @@ def default(self, o): return float(o) elif isinstance(o, np.ndarray): return o.tolist() + elif isinstance(o, datetime): + return [o.year, o.month, o.day, o.hour] + elif hasattr(o, "__iter__") and not isinstance(o, str): + return list(o) + elif isinstance(o, Function): + if not self.include_function_data: + return str(o) + else: + encoding = o.to_dict(self.include_outputs) + encoding["signature"] = get_class_signature(o) + return encoding elif hasattr(o, "to_dict"): - return o.to_dict() - # elif isinstance(o, Function): - # return o.__dict__() - elif isinstance(o, (Function, types.FunctionType)): - return repr(o) + encoding = o.to_dict(self.include_outputs) + encoding = remove_circular_references(encoding) + + encoding["signature"] = get_class_signature(o) + + return encoding + + elif hasattr(o, "__dict__"): + encoding = remove_circular_references(o.__dict__) + + if "rocketpy" in o.__class__.__module__: + encoding["signature"] = get_class_signature(o) + + return encoding + else: + return super().default(o) + + +class RocketPyDecoder(json.JSONDecoder): + """Custom JSON decoder for RocketPy objects. It defines how to decode + different types of objects from a JSON supported format.""" + + def __init__(self, *args, **kwargs): + super().__init__(object_hook=self.object_hook, *args, **kwargs) + + def object_hook(self, obj): + if "signature" in obj: + signature = obj.pop("signature") + + try: + class_ = get_class_from_signature(signature) + + if hasattr(class_, "from_dict"): + return class_.from_dict(obj) + else: + # Filter keyword arguments + kwargs = { + key: value + for key, value in obj.items() + if key in class_.__init__.__code__.co_varnames + } + + return class_(**kwargs) + except (ImportError, AttributeError): + return obj else: - return json.JSONEncoder.default(self, o) + return obj + + +def get_class_signature(obj): + """Returns the signature of a class so it can be identified on + decoding. The signature is a dictionary with the module and + name of the object's class as strings. + + + Parameters + ---------- + obj : object + Object to get the signature from. + + Returns + ------- + dict + Signature of the class. + """ + class_ = obj.__class__ + name = getattr(class_, '__qualname__', class_.__name__) + + return {"module": class_.__module__, "name": name} + + +def get_class_from_signature(signature): + """Returns the class from its signature dictionary by + importing the module and loading the class. + + Parameters + ---------- + signature : dict + Signature of the class. + + Returns + ------- + type + Class defined by the signature. + """ + module = import_module(signature["module"]) + inner_class = None + + for class_ in signature["name"].split("."): + inner_class = getattr(module, class_) + + return inner_class + + +def remove_circular_references(obj_dict): + """Removes circular references from a dictionary. + + Parameters + ---------- + obj_dict : dict + Dictionary to remove circular references from. + + Returns + ------- + dict + Dictionary without circular references. + """ + obj_dict.pop("prints", None) + obj_dict.pop("plots", None) + + return obj_dict diff --git a/rocketpy/environment/environment.py b/rocketpy/environment/environment.py index dbabeee78..71334e178 100644 --- a/rocketpy/environment/environment.py +++ b/rocketpy/environment/environment.py @@ -366,12 +366,15 @@ def __initialize_constants(self): self.standard_g = 9.80665 self.__weather_model_map = WeatherModelMapping() self.__atm_type_file_to_function_map = { - ("forecast", "GFS"): fetch_gfs_file_return_dataset, - ("forecast", "NAM"): fetch_nam_file_return_dataset, - ("forecast", "RAP"): fetch_rap_file_return_dataset, - ("forecast", "HIRESW"): fetch_hiresw_file_return_dataset, - ("ensemble", "GEFS"): fetch_gefs_ensemble, - # ("ensemble", "CMC"): fetch_cmc_ensemble, + "forecast": { + "GFS": fetch_gfs_file_return_dataset, + "NAM": fetch_nam_file_return_dataset, + "RAP": fetch_rap_file_return_dataset, + "HIRESW": fetch_hiresw_file_return_dataset, + }, + "ensemble": { + "GEFS": fetch_gefs_ensemble, + }, } self.__standard_atmosphere_layers = { "geopotential_height": [ # in geopotential m @@ -456,8 +459,7 @@ def __initialize_utm_coordinates(self): flattening=self.ellipsoid.flattening, semi_major_axis=self.ellipsoid.semi_major_axis, ) - else: - # pragma: no cover + else: # pragma: no cover warnings.warn( "UTM coordinates are not available for latitudes " "above 84 or below -80 degrees. The UTM conversions will fail." @@ -712,8 +714,8 @@ def set_location(self, latitude, longitude): if not isinstance(latitude, NUMERICAL_TYPES) and isinstance( longitude, NUMERICAL_TYPES - ): - # pragma: no cover + ): # pragma: no cover + raise TypeError("Latitude and Longitude must be numbers!") # Store latitude and longitude @@ -809,8 +811,8 @@ def max_expected_height(self): @max_expected_height.setter def max_expected_height(self, value): - if value < self.elevation: - raise ValueError( # pragma: no cover + if value < self.elevation: # pragma: no cover + raise ValueError( "Max expected height cannot be lower than the surface elevation" ) self._max_expected_height = value @@ -949,8 +951,8 @@ def get_elevation_from_topographic_profile(self, lat, lon): Elevation provided by the topographic data, in meters. """ # TODO: refactor this method. pylint: disable=too-many-statements - if self.topographic_profile_activated is False: - raise ValueError( # pragma: no cover + if self.topographic_profile_activated is False: # pragma: no cover + raise ValueError( "You must define a Topographic profile first, please use the " "Environment.set_topographic_profile() method first." ) @@ -1270,7 +1272,10 @@ def set_atmospheric_model( # pylint: disable=too-many-statements self.process_windy_atmosphere(file) elif type in ["forecast", "reanalysis", "ensemble"]: dictionary = self.__validate_dictionary(file, dictionary) - fetch_function = self.__atm_type_file_to_function_map.get((type, file)) + try: + fetch_function = self.__atm_type_file_to_function_map[type][file] + except KeyError: + fetch_function = None # Fetches the dataset using OpenDAP protocol or uses the file path dataset = fetch_function() if fetch_function is not None else file @@ -1279,8 +1284,8 @@ def set_atmospheric_model( # pylint: disable=too-many-statements self.process_forecast_reanalysis(dataset, dictionary) else: self.process_ensemble(dataset, dictionary) - else: - raise ValueError(f"Unknown model type '{type}'.") # pragma: no cover + else: # pragma: no cover + raise ValueError(f"Unknown model type '{type}'.") if type not in ["ensemble"]: # Ensemble already computed these values @@ -2572,7 +2577,7 @@ def set_earth_geometry(self, datum): } try: return ellipsoid[datum] - except KeyError as e: + except KeyError as e: # pragma: no cover available_datums = ', '.join(ellipsoid.keys()) raise AttributeError( f"The reference system '{datum}' is not recognized. Please use one of " @@ -2748,8 +2753,98 @@ def decimal_degrees_to_arc_seconds(angle): arc_seconds = (remainder * 60 - arc_minutes) * 60 return degrees, arc_minutes, arc_seconds + def to_dict(self, include_outputs=False): + env_dict = { + "gravity": self.gravity, + "date": self.date, + "latitude": self.latitude, + "longitude": self.longitude, + "elevation": self.elevation, + "datum": self.datum, + "timezone": self.timezone, + "max_expected_height": self.max_expected_height, + "atmospheric_model_type": self.atmospheric_model_type, + "pressure": self.pressure, + "temperature": self.temperature, + "wind_velocity_x": self.wind_velocity_x, + "wind_velocity_y": self.wind_velocity_y, + "wind_heading": self.wind_heading, + "wind_direction": self.wind_direction, + "wind_speed": self.wind_speed, + } -if __name__ == "__main__": + if include_outputs: + env_dict["density"] = self.density + env_dict["barometric_height"] = self.barometric_height + env_dict["speed_of_sound"] = self.speed_of_sound + env_dict["dynamic_viscosity"] = self.dynamic_viscosity + + return env_dict + + @classmethod + def from_dict(cls, data): # pylint: disable=too-many-statements + env = cls( + gravity=data["gravity"], + date=data["date"], + latitude=data["latitude"], + longitude=data["longitude"], + elevation=data["elevation"], + datum=data["datum"], + timezone=data["timezone"], + max_expected_height=data["max_expected_height"], + ) + atmospheric_model = data["atmospheric_model_type"] + + if atmospheric_model == "standard_atmosphere": + env.set_atmospheric_model("standard_atmosphere") + elif atmospheric_model == "custom_atmosphere": + env.set_atmospheric_model( + type="custom_atmosphere", + pressure=data["pressure"], + temperature=data["temperature"], + wind_u=data["wind_velocity_x"], + wind_v=data["wind_velocity_y"], + ) + else: + env.__set_pressure_function(data["pressure"]) + env.__set_temperature_function(data["temperature"]) + env.__set_wind_velocity_x_function(data["wind_velocity_x"]) + env.__set_wind_velocity_y_function(data["wind_velocity_y"]) + env.__set_wind_heading_function(data["wind_heading"]) + env.__set_wind_direction_function(data["wind_direction"]) + env.__set_wind_speed_function(data["wind_speed"]) + env.elevation = data["elevation"] + env.max_expected_height = data["max_expected_height"] + + if atmospheric_model in ("windy", "forecast", "reanalysis", "ensemble"): + env.atmospheric_model_init_date = data["atmospheric_model_init_date"] + env.atmospheric_model_end_date = data["atmospheric_model_end_date"] + env.atmospheric_model_interval = data["atmospheric_model_interval"] + env.atmospheric_model_init_lat = data["atmospheric_model_init_lat"] + env.atmospheric_model_end_lat = data["atmospheric_model_end_lat"] + env.atmospheric_model_init_lon = data["atmospheric_model_init_lon"] + env.atmospheric_model_end_lon = data["atmospheric_model_end_lon"] + + if atmospheric_model == "ensemble": + env.level_ensemble = data["level_ensemble"] + env.height_ensemble = data["height_ensemble"] + env.temperature_ensemble = data["temperature_ensemble"] + env.wind_u_ensemble = data["wind_u_ensemble"] + env.wind_v_ensemble = data["wind_v_ensemble"] + env.wind_heading_ensemble = data["wind_heading_ensemble"] + env.wind_direction_ensemble = data["wind_direction_ensemble"] + env.wind_speed_ensemble = data["wind_speed_ensemble"] + env.num_ensemble_members = data["num_ensemble_members"] + + env.__reset_barometric_height_function() + env.calculate_density_profile() + env.calculate_speed_of_sound_profile() + env.calculate_dynamic_viscosity() + + return env + + +if __name__ == "__main__": # pragma: no cover import doctest results = doctest.testmod() diff --git a/rocketpy/environment/environment_analysis.py b/rocketpy/environment/environment_analysis.py index 6b917d88a..35d2ac7f2 100644 --- a/rocketpy/environment/environment_analysis.py +++ b/rocketpy/environment/environment_analysis.py @@ -423,7 +423,10 @@ def __check_coordinates_inside_grid( or lat_index > len(lat_array) - 1 ): raise ValueError( - f"Latitude and longitude pair {(self.latitude, self.longitude)} is outside the grid available in the given file, which is defined by {(lat_array[0], lon_array[0])} and {(lat_array[-1], lon_array[-1])}." + f"Latitude and longitude pair {(self.latitude, self.longitude)} " + "is outside the grid available in the given file, which " + f"is defined by {(lat_array[0], lon_array[0])} and " + f"{(lat_array[-1], lon_array[-1])}." ) def __localize_input_dates(self): diff --git a/rocketpy/environment/fetchers.py b/rocketpy/environment/fetchers.py index 58537025b..b95f12118 100644 --- a/rocketpy/environment/fetchers.py +++ b/rocketpy/environment/fetchers.py @@ -79,12 +79,12 @@ def fetch_atmospheric_data_from_windy(lat, lon, model): try: response = requests.get(url).json() - if "data" not in response.keys(): + if "data" not in response.keys(): # pragma: no cover raise ValueError( f"Could not get a valid response for '{model}' from Windy. " "Check if the coordinates are set inside the model's domain." ) - except requests.exceptions.RequestException as e: + except requests.exceptions.RequestException as e: # pragma: no cover if model == "iconEu": raise ValueError( "Could not get a valid response for Icon-EU from Windy. " @@ -315,8 +315,8 @@ def fetch_wyoming_sounding(file): If the response indicates the output format is invalid. """ response = requests.get(file) - if response.status_code != 200: - raise ImportError(f"Unable to load {file}.") # pragma: no cover + if response.status_code != 200: # pragma: no cover + raise ImportError(f"Unable to load {file}.") if len(re.findall("Can't get .+ Observations at", response.text)): raise ValueError( re.findall("Can't get .+ Observations at .+", response.text)[0] @@ -330,7 +330,7 @@ def fetch_wyoming_sounding(file): @exponential_backoff(max_attempts=5, base_delay=2, max_delay=60) -def fetch_noaaruc_sounding(file): +def fetch_noaaruc_sounding(file): # pragma: no cover """Fetches sounding data from a specified file using the NOAA RUC soundings. Parameters diff --git a/rocketpy/environment/tools.py b/rocketpy/environment/tools.py index 4fc3ca7c7..571a7de47 100644 --- a/rocketpy/environment/tools.py +++ b/rocketpy/environment/tools.py @@ -590,7 +590,7 @@ def utm_to_geodesic( # pylint: disable=too-many-locals,too-many-statements return lat, lon -if __name__ == "__main__": +if __name__ == "__main__": # pragma: no cover import doctest results = doctest.testmod() diff --git a/rocketpy/mathutils/function.py b/rocketpy/mathutils/function.py index 8ae7a2100..0b353c333 100644 --- a/rocketpy/mathutils/function.py +++ b/rocketpy/mathutils/function.py @@ -22,6 +22,8 @@ RBFInterpolator, ) +from rocketpy.tools import from_hex_decode, to_hex_encode + from ..plots.plot_helpers import show_or_save_plot # Numpy 1.x compatibility, @@ -711,9 +713,9 @@ def set_discrete( if func.__dom_dim__ == 1: xs = np.linspace(lower, upper, samples) ys = func.get_value(xs.tolist()) if one_by_one else func.get_value(xs) - func.set_source(np.concatenate(([xs], [ys])).transpose()) - func.set_interpolation(interpolation) - func.set_extrapolation(extrapolation) + func.__interpolation__ = interpolation + func.__extrapolation__ = extrapolation + func.set_source(np.column_stack((xs, ys))) elif func.__dom_dim__ == 2: lower = 2 * [lower] if isinstance(lower, NUMERICAL_TYPES) else lower upper = 2 * [upper] if isinstance(upper, NUMERICAL_TYPES) else upper @@ -1479,7 +1481,7 @@ def plot(self, *args, **kwargs): else: print("Error: Only functions with 1D or 2D domains can be plotted.") - def plot1D(self, *args, **kwargs): + def plot1D(self, *args, **kwargs): # pragma: no cover """Deprecated method, use Function.plot_1d instead.""" warnings.warn( "The `Function.plot1D` method is set to be deprecated and fully " @@ -1579,7 +1581,7 @@ def plot_1d( # pylint: disable=too-many-statements if return_object: return fig, ax - def plot2D(self, *args, **kwargs): + def plot2D(self, *args, **kwargs): # pragma: no cover """Deprecated method, use Function.plot_2d instead.""" warnings.warn( "The `Function.plot2D` method is set to be deprecated and fully " @@ -2770,7 +2772,7 @@ def differentiate_complex_step(self, x, dx=1e-200, order=1): """ if order == 1: return float(self.get_value_opt(x + dx * 1j).imag / dx) - else: + else: # pragma: no cover raise NotImplementedError( "Only 1st order derivatives are supported yet. Set order=1." ) @@ -3117,12 +3119,12 @@ def compose(self, func, extrapolate=False): The result of inputting the function into the function. """ # Check if the input is a function - if not isinstance(func, Function): + if not isinstance(func, Function): # pragma: no cover raise TypeError("Input must be a Function object.") if isinstance(self.source, np.ndarray) and isinstance(func.source, np.ndarray): # Perform bounds check for composition - if not extrapolate: + if not extrapolate: # pragma: no cover if func.min < self.x_initial or func.max > self.x_final: raise ValueError( f"Input Function image {func.min, func.max} must be within " @@ -3195,7 +3197,7 @@ def savetxt( # create the datapoints if callable(self.source): - if lower is None or upper is None or samples is None: + if lower is None or upper is None or samples is None: # pragma: no cover raise ValueError( "If the source is a callable, lower, upper and samples" + " must be provided." @@ -3262,7 +3264,7 @@ def __validate_source(self, source): # pylint: disable=too-many-statements self.__inputs__ = header[:-1] if self.__outputs__ is None: self.__outputs__ = [header[-1]] - except Exception as e: + except Exception as e: # pragma: no cover raise ValueError( "Could not read the csv or txt file to create Function source." ) from e @@ -3321,6 +3323,7 @@ def __validate_inputs(self, inputs): if isinstance(inputs, (list, tuple)): if len(inputs) == 1: return inputs + # pragma: no cover raise ValueError( "Inputs must be a string or a list of strings with " "the length of the domain dimension." @@ -3333,6 +3336,7 @@ def __validate_inputs(self, inputs): isinstance(i, str) for i in inputs ): return inputs + # pragma: no cover raise ValueError( "Inputs must be a list of strings with " "the length of the domain dimension." @@ -3418,6 +3422,50 @@ def __validate_extrapolation(self, extrapolation): extrapolation = "natural" return extrapolation + def to_dict(self, include_outputs=False): # pylint: disable=unused-argument + """Serializes the Function instance to a dictionary. + + Returns + ------- + dict + A dictionary containing the Function's attributes. + """ + source = self.source + + if callable(source): + source = to_hex_encode(source) + + return { + "source": source, + "title": self.title, + "inputs": self.__inputs__, + "outputs": self.__outputs__, + "interpolation": self.__interpolation__, + "extrapolation": self.__extrapolation__, + } + + @classmethod + def from_dict(cls, func_dict): + """Creates a Function instance from a dictionary. + + Parameters + ---------- + func_dict + The JSON like Function dictionary. + """ + source = func_dict["source"] + if func_dict["interpolation"] is None and func_dict["extrapolation"] is None: + source = from_hex_decode(source) + + return cls( + source=source, + interpolation=func_dict["interpolation"], + extrapolation=func_dict["extrapolation"], + inputs=func_dict["inputs"], + outputs=func_dict["outputs"], + title=func_dict["title"], + ) + def funcify_method(*args, **kwargs): # pylint: disable=too-many-statements """Decorator factory to wrap methods as Function objects and save them as @@ -3565,7 +3613,7 @@ def reset_funcified_methods(instance): instance.__dict__.pop(key) -if __name__ == "__main__": +if __name__ == "__main__": # pragma: no cover import doctest results = doctest.testmod() diff --git a/rocketpy/mathutils/vector_matrix.py b/rocketpy/mathutils/vector_matrix.py index 0da44935d..ceac9a08b 100644 --- a/rocketpy/mathutils/vector_matrix.py +++ b/rocketpy/mathutils/vector_matrix.py @@ -403,6 +403,10 @@ def zeros(): """Returns the zero vector.""" return Vector([0, 0, 0]) + def to_dict(self, include_outputs=False): # pylint: disable=unused-argument + """Returns the vector as a JSON compatible element.""" + return list(self.components) + @staticmethod def i(): """Returns the i vector, [1, 0, 0].""" @@ -418,9 +422,10 @@ def k(): """Returns the k vector, [0, 0, 1].""" return Vector([0, 0, 1]) - def to_dict(self): - """Returns the vector as a JSON compatible element.""" - return list(self.components) + @classmethod + def from_dict(cls, data): + """Creates a Vector instance from a dictionary.""" + return cls(data) class Matrix: @@ -1002,7 +1007,7 @@ def __repr__(self): + f" [{self.zx}, {self.zy}, {self.zz}])" ) - def to_dict(self): + def to_dict(self, include_outputs=False): # pylint: disable=unused-argument """Returns the matrix as a JSON compatible element.""" return [list(row) for row in self.components] @@ -1092,8 +1097,13 @@ def transformation_euler_angles(roll, pitch, roll2): """ return Matrix.transformation(euler313_to_quaternions(roll, pitch, roll2)) + @classmethod + def from_dict(cls, data): + """Creates a Matrix instance from a dictionary.""" + return cls(data) + -if __name__ == "__main__": +if __name__ == "__main__": # pragma: no cover import doctest results = doctest.testmod() diff --git a/rocketpy/motors/fluid.py b/rocketpy/motors/fluid.py index 4be124ec3..e027702d0 100644 --- a/rocketpy/motors/fluid.py +++ b/rocketpy/motors/fluid.py @@ -30,9 +30,9 @@ def __post_init__(self): If the density is not a positive number. """ - if not isinstance(self.name, str): + if not isinstance(self.name, str): # pragma: no cover raise ValueError("The name must be a string.") - if self.density < 0: + if self.density < 0: # pragma: no cover raise ValueError("The density must be a positive number.") # Initialize plots and prints object @@ -60,3 +60,10 @@ def __str__(self): """ return f"Fluid: {self.name}" + + def to_dict(self, include_outputs=False): # pylint: disable=unused-argument + return {"name": self.name, "density": self.density} + + @classmethod + def from_dict(cls, data): + return cls(data["name"], data["density"]) diff --git a/rocketpy/motors/hybrid_motor.py b/rocketpy/motors/hybrid_motor.py index 163cdd811..ea01e686f 100644 --- a/rocketpy/motors/hybrid_motor.py +++ b/rocketpy/motors/hybrid_motor.py @@ -617,3 +617,68 @@ def draw(self, *, filename=None): None """ self.plots.draw(filename=filename) + + def to_dict(self, include_outputs=False): + data = super().to_dict(include_outputs) + data.update( + { + "grain_number": self.grain_number, + "grain_density": self.grain_density, + "grain_outer_radius": self.grain_outer_radius, + "grain_initial_inner_radius": self.grain_initial_inner_radius, + "grain_initial_height": self.grain_initial_height, + "grain_separation": self.grain_separation, + "grains_center_of_mass_position": self.grains_center_of_mass_position, + "throat_radius": self.throat_radius, + "positioned_tanks": [ + {"tank": tank["tank"], "position": tank["position"]} + for tank in self.positioned_tanks + ], + } + ) + + if include_outputs: + data.update( + { + "grain_inner_radius": self.solid.grain_inner_radius, + "grain_height": self.solid.grain_height, + "burn_area": self.solid.burn_area, + "burn_rate": self.solid.burn_rate, + } + ) + + return data + + @classmethod + def from_dict(cls, data): + motor = cls( + thrust_source=data["thrust_source"], + burn_time=data["burn_time"], + nozzle_radius=data["nozzle_radius"], + dry_mass=data["dry_mass"], + center_of_dry_mass_position=data["center_of_dry_mass_position"], + dry_inertia=( + data["dry_I_11"], + data["dry_I_22"], + data["dry_I_33"], + data["dry_I_12"], + data["dry_I_13"], + data["dry_I_23"], + ), + interpolation_method=data["interpolate"], + coordinate_system_orientation=data["coordinate_system_orientation"], + grain_number=data["grain_number"], + grain_density=data["grain_density"], + grain_outer_radius=data["grain_outer_radius"], + grain_initial_inner_radius=data["grain_initial_inner_radius"], + grain_initial_height=data["grain_initial_height"], + grain_separation=data["grain_separation"], + grains_center_of_mass_position=data["grains_center_of_mass_position"], + nozzle_position=data["nozzle_position"], + throat_radius=data["throat_radius"], + ) + + for tank in data["positioned_tanks"]: + motor.add_tank(tank["tank"], tank["position"]) + + return motor diff --git a/rocketpy/motors/liquid_motor.py b/rocketpy/motors/liquid_motor.py index d9a3220ae..7e763dd70 100644 --- a/rocketpy/motors/liquid_motor.py +++ b/rocketpy/motors/liquid_motor.py @@ -479,3 +479,41 @@ def draw(self, *, filename=None): None """ self.plots.draw(filename=filename) + + def to_dict(self, include_outputs=False): + data = super().to_dict(include_outputs) + data.update( + { + "positioned_tanks": [ + {"tank": tank["tank"], "position": tank["position"]} + for tank in self.positioned_tanks + ], + } + ) + return data + + @classmethod + def from_dict(cls, data): + motor = cls( + thrust_source=data["thrust_source"], + burn_time=data["burn_time"], + nozzle_radius=data["nozzle_radius"], + dry_mass=data["dry_mass"], + center_of_dry_mass_position=data["center_of_dry_mass_position"], + dry_inertia=( + data["dry_I_11"], + data["dry_I_22"], + data["dry_I_33"], + data["dry_I_12"], + data["dry_I_13"], + data["dry_I_23"], + ), + nozzle_position=data["nozzle_position"], + interpolation_method=data["interpolate"], + coordinate_system_orientation=data["coordinate_system_orientation"], + ) + + for tank in data["positioned_tanks"]: + motor.add_tank(tank["tank"], tank["position"]) + + return motor diff --git a/rocketpy/motors/motor.py b/rocketpy/motors/motor.py index 93571b879..77c3a8633 100644 --- a/rocketpy/motors/motor.py +++ b/rocketpy/motors/motor.py @@ -247,7 +247,7 @@ class Function. Thrust units are Newtons. self._csys = 1 elif coordinate_system_orientation == "combustion_chamber_to_nozzle": self._csys = -1 - else: + else: # pragma: no cover raise ValueError( "Invalid coordinate system orientation. Options are " "'nozzle_to_combustion_chamber' and 'combustion_chamber_to_nozzle'." @@ -346,7 +346,7 @@ def burn_time(self, burn_time): else: if not callable(self.thrust.source): self._burn_time = (self.thrust.x_array[0], self.thrust.x_array[-1]) - else: + else: # pragma: no cover raise ValueError( "When using a float or callable as thrust source, a burn_time" " argument must be specified." @@ -1083,6 +1083,60 @@ def get_attr_value(obj, attr_name, multiplier=1): # Write last line file.write(f"{self.thrust.source[-1, 0]:.4f} {0:.3f}\n") + def to_dict(self, include_outputs=False): + thrust_source = self.thrust_source + + if isinstance(thrust_source, str): + thrust_source = self.thrust.source + elif callable(thrust_source) and not isinstance(thrust_source, Function): + thrust_source = Function(thrust_source) + + data = { + "thrust_source": self.thrust, + "dry_I_11": self.dry_I_11, + "dry_I_22": self.dry_I_22, + "dry_I_33": self.dry_I_33, + "dry_I_12": self.dry_I_12, + "dry_I_13": self.dry_I_13, + "dry_I_23": self.dry_I_23, + "nozzle_radius": self.nozzle_radius, + "center_of_dry_mass_position": self.center_of_dry_mass_position, + "dry_mass": self.dry_mass, + "nozzle_position": self.nozzle_position, + "burn_time": self.burn_time, + "interpolate": self.interpolate, + "coordinate_system_orientation": self.coordinate_system_orientation, + } + + if include_outputs: + data.update( + { + "total_mass": self.total_mass, + "propellant_mass": self.propellant_mass, + "mass_flow_rate": self.mass_flow_rate, + "center_of_mass": self.center_of_mass, + "center_of_propellant_mass": self.center_of_propellant_mass, + "total_impulse": self.total_impulse, + "exhaust_velocity": self.exhaust_velocity, + "propellant_initial_mass": self.propellant_initial_mass, + "structural_mass_ratio": self.structural_mass_ratio, + "I_11": self.I_11, + "I_22": self.I_22, + "I_33": self.I_33, + "I_12": self.I_12, + "I_13": self.I_13, + "I_23": self.I_23, + "propellant_I_11": self.propellant_I_11, + "propellant_I_22": self.propellant_I_22, + "propellant_I_33": self.propellant_I_33, + "propellant_I_12": self.propellant_I_12, + "propellant_I_13": self.propellant_I_13, + "propellant_I_23": self.propellant_I_23, + } + ) + + return data + def info(self, *, filename=None): """Prints out a summary of the data and graphs available about the Motor. @@ -1512,6 +1566,42 @@ def all_info(self): self.prints.all() self.plots.all() + def to_dict(self, include_outputs=False): + data = super().to_dict(include_outputs) + data.update( + { + "chamber_radius": self.chamber_radius, + "chamber_height": self.chamber_height, + "chamber_position": self.chamber_position, + "propellant_initial_mass": self.propellant_initial_mass, + } + ) + return data + + @classmethod + def from_dict(cls, data): + return cls( + thrust_source=data["thrust_source"], + burn_time=data["burn_time"], + chamber_radius=data["chamber_radius"], + chamber_height=data["chamber_height"], + chamber_position=data["chamber_position"], + propellant_initial_mass=data["propellant_initial_mass"], + nozzle_radius=data["nozzle_radius"], + dry_mass=data["dry_mass"], + center_of_dry_mass_position=data["center_of_dry_mass_position"], + dry_inertia=( + data["dry_I_11"], + data["dry_I_22"], + data["dry_I_33"], + data["dry_I_12"], + data["dry_I_13"], + data["dry_I_23"], + ), + nozzle_position=data["nozzle_position"], + interpolation_method=data["interpolate"], + ) + class EmptyMotor: """Class that represents an empty motor with no mass and no thrust.""" diff --git a/rocketpy/motors/solid_motor.py b/rocketpy/motors/solid_motor.py index f0862e26a..37d89130e 100644 --- a/rocketpy/motors/solid_motor.py +++ b/rocketpy/motors/solid_motor.py @@ -743,3 +743,61 @@ def draw(self, *, filename=None): None """ self.plots.draw(filename=filename) + + def to_dict(self, include_outputs=False): + data = super().to_dict(include_outputs) + data.update( + { + "nozzle_radius": self.nozzle_radius, + "throat_radius": self.throat_radius, + "grain_number": self.grain_number, + "grain_density": self.grain_density, + "grain_outer_radius": self.grain_outer_radius, + "grain_initial_inner_radius": self.grain_initial_inner_radius, + "grain_initial_height": self.grain_initial_height, + "grain_separation": self.grain_separation, + "grains_center_of_mass_position": self.grains_center_of_mass_position, + } + ) + + if include_outputs: + data.update( + { + "grain_inner_radius": self.grain_inner_radius, + "grain_height": self.grain_height, + "burn_area": self.burn_area, + "burn_rate": self.burn_rate, + "Kn": self.Kn, + } + ) + + return data + + @classmethod + def from_dict(cls, data): + return cls( + thrust_source=data["thrust_source"], + dry_mass=data["dry_mass"], + dry_inertia=( + data["dry_I_11"], + data["dry_I_22"], + data["dry_I_33"], + data["dry_I_12"], + data["dry_I_13"], + data["dry_I_23"], + ), + nozzle_radius=data["nozzle_radius"], + grain_number=data["grain_number"], + grain_density=data["grain_density"], + grain_outer_radius=data["grain_outer_radius"], + grain_initial_inner_radius=data["grain_initial_inner_radius"], + grain_initial_height=data["grain_initial_height"], + grain_separation=data["grain_separation"], + grains_center_of_mass_position=data["grains_center_of_mass_position"], + center_of_dry_mass_position=data["center_of_dry_mass_position"], + nozzle_position=data["nozzle_position"], + burn_time=data["burn_time"], + throat_radius=data["throat_radius"], + interpolation_method=data["interpolate"], + coordinate_system_orientation=data["coordinate_system_orientation"], + ) diff --git a/rocketpy/motors/tank.py b/rocketpy/motors/tank.py index 982380891..18060f1a5 100644 --- a/rocketpy/motors/tank.py +++ b/rocketpy/motors/tank.py @@ -505,6 +505,36 @@ def all_info(self): self.prints.all() self.plots.all() + def to_dict(self, include_outputs=False): + data = { + "name": self.name, + "geometry": self.geometry, + "flux_time": self.flux_time, + "liquid": self.liquid, + "gas": self.gas, + "discretize": self.discretize, + } + if include_outputs: + data.update( + { + "fluid_mass": self.fluid_mass, + "net_mass_flow_rate": self.net_mass_flow_rate, + "liquid_volume": self.liquid_volume, + "gas_volume": self.gas_volume, + "liquid_height": self.liquid_height, + "gas_height": self.gas_height, + "liquid_mass": self.liquid_mass, + "gas_mass": self.gas_mass, + "liquid_center_of_mass": self.liquid_center_of_mass, + "gas_center_of_mass": self.gas_center_of_mass, + "center_of_mass": self.center_of_mass, + "liquid_inertia": self.liquid_inertia, + "gas_inertia": self.gas_inertia, + "inertia": self.inertia, + } + ) + return data + class MassFlowRateBasedTank(Tank): """Class to define a tank based on mass flow rates inputs. This class @@ -843,10 +873,49 @@ def discretize_flow(self): """Discretizes the mass flow rate inputs according to the flux time and the discretize parameter. """ - self.liquid_mass_flow_rate_in.set_discrete(*self.flux_time, self.discretize) - self.gas_mass_flow_rate_in.set_discrete(*self.flux_time, self.discretize) - self.liquid_mass_flow_rate_out.set_discrete(*self.flux_time, self.discretize) - self.gas_mass_flow_rate_out.set_discrete(*self.flux_time, self.discretize) + self.liquid_mass_flow_rate_in.set_discrete( + *self.flux_time, self.discretize, "linear" + ) + self.gas_mass_flow_rate_in.set_discrete( + *self.flux_time, self.discretize, "linear" + ) + self.liquid_mass_flow_rate_out.set_discrete( + *self.flux_time, self.discretize, "linear" + ) + self.gas_mass_flow_rate_out.set_discrete( + *self.flux_time, self.discretize, "linear" + ) + + def to_dict(self, include_outputs=False): + data = super().to_dict(include_outputs) + data.update( + { + "initial_liquid_mass": self.initial_liquid_mass, + "initial_gas_mass": self.initial_gas_mass, + "liquid_mass_flow_rate_in": self.liquid_mass_flow_rate_in, + "gas_mass_flow_rate_in": self.gas_mass_flow_rate_in, + "liquid_mass_flow_rate_out": self.liquid_mass_flow_rate_out, + "gas_mass_flow_rate_out": self.gas_mass_flow_rate_out, + } + ) + return data + + @classmethod + def from_dict(cls, data): + return cls( + name=data["name"], + geometry=data["geometry"], + flux_time=data["flux_time"], + liquid=data["liquid"], + gas=data["gas"], + initial_liquid_mass=data["initial_liquid_mass"], + initial_gas_mass=data["initial_gas_mass"], + liquid_mass_flow_rate_in=data["liquid_mass_flow_rate_in"], + gas_mass_flow_rate_in=data["gas_mass_flow_rate_in"], + liquid_mass_flow_rate_out=data["liquid_mass_flow_rate_out"], + gas_mass_flow_rate_out=data["gas_mass_flow_rate_out"], + discretize=data["discretize"], + ) class UllageBasedTank(Tank): @@ -1042,7 +1111,24 @@ def gas_height(self): def discretize_ullage(self): """Discretizes the ullage input according to the flux time and the discretize parameter.""" - self.ullage.set_discrete(*self.flux_time, self.discretize) + self.ullage.set_discrete(*self.flux_time, self.discretize, "linear") + + def to_dict(self, include_outputs=False): + data = super().to_dict(include_outputs) + data.update({"ullage": self.ullage}) + return data + + @classmethod + def from_dict(cls, data): + return cls( + name=data["name"], + geometry=data["geometry"], + flux_time=data["flux_time"], + liquid=data["liquid"], + gas=data["gas"], + ullage=data["ullage"], + discretize=data["discretize"], + ) class LevelBasedTank(Tank): @@ -1253,7 +1339,24 @@ def discretize_liquid_height(self): """Discretizes the liquid height input according to the flux time and the discretize parameter. """ - self.liquid_level.set_discrete(*self.flux_time, self.discretize) + self.liquid_level.set_discrete(*self.flux_time, self.discretize, "linear") + + def to_dict(self, include_outputs=False): + data = super().to_dict(include_outputs) + data.update({"liquid_height": self.liquid_level}) + return data + + @classmethod + def from_dict(cls, data): + return cls( + name=data["name"], + geometry=data["geometry"], + flux_time=data["flux_time"], + liquid=data["liquid"], + gas=data["gas"], + liquid_height=data["liquid_height"], + discretize=data["discretize"], + ) class MassBasedTank(Tank): @@ -1494,5 +1597,28 @@ def discretize_masses(self): """Discretizes the fluid mass inputs according to the flux time and the discretize parameter. """ - self.liquid_mass.set_discrete(*self.flux_time, self.discretize) - self.gas_mass.set_discrete(*self.flux_time, self.discretize) + self.liquid_mass.set_discrete(*self.flux_time, self.discretize, "linear") + self.gas_mass.set_discrete(*self.flux_time, self.discretize, "linear") + + def to_dict(self, include_outputs=False): + data = super().to_dict(include_outputs) + data.update( + { + "liquid_mass": self.liquid_mass, + "gas_mass": self.gas_mass, + } + ) + return data + + @classmethod + def from_dict(cls, data): + return cls( + name=data["name"], + geometry=data["geometry"], + flux_time=data["flux_time"], + liquid=data["liquid"], + gas=data["gas"], + liquid_mass=data["liquid_mass"], + gas_mass=data["gas_mass"], + discretize=data["discretize"], + ) diff --git a/rocketpy/motors/tank_geometry.py b/rocketpy/motors/tank_geometry.py index 4fd5910c3..15e4bd0d9 100644 --- a/rocketpy/motors/tank_geometry.py +++ b/rocketpy/motors/tank_geometry.py @@ -346,6 +346,33 @@ def add_geometry(self, domain, radius_function): self._geometry[domain] = Function(radius_function) self.radius = PiecewiseFunction(self._geometry, "Height (m)", "radius (m)") + def to_dict(self, include_outputs=False): + data = { + "geometry": { + str(domain): function for domain, function in self._geometry.items() + } + } + + if include_outputs: + data["outputs"] = { + "average_radius": self.average_radius, + "bottom": self.bottom, + "top": self.top, + "total_height": self.total_height, + "total_volume": self.total_volume, + } + + return data + + @classmethod + def from_dict(cls, data): + geometry_dict = {} + # Reconstruct tuple keys + for domain, radius_function in data["geometry"].items(): + domain = tuple(map(float, domain.strip("()").split(", "))) + geometry_dict[domain] = radius_function + return cls(geometry_dict) + class CylindricalTank(TankGeometry): """Class to define the geometry of a cylindrical tank. The cylinder has @@ -374,6 +401,7 @@ def __init__(self, radius, height, spherical_caps=False, geometry_dict=None): """ geometry_dict = geometry_dict or {} super().__init__(geometry_dict) + self.__input_radius = radius self.height = height self.has_caps = False if spherical_caps: @@ -393,11 +421,11 @@ def add_spherical_caps(self): "Warning: Adding spherical caps to the tank will not modify the " + f"total height of the tank {self.height} m. " + "Its cylindrical portion height will be reduced to " - + f"{self.height - 2*self.radius(0)} m." + + f"{self.height - 2*self.__input_radius} m." ) if not self.has_caps: - radius = self.radius(0) + radius = self.__input_radius height = self.height bottom_cap_range = (-height / 2, -height / 2 + radius) upper_cap_range = (height / 2 - radius, height / 2) @@ -414,6 +442,22 @@ def upper_cap_radius(h): else: raise ValueError("Tank already has caps.") + def to_dict(self, include_outputs=False): + data = { + "radius": self.__input_radius, + "height": self.height, + "spherical_caps": self.has_caps, + } + + if include_outputs: + data.update(super().to_dict(include_outputs)) + + return data + + @classmethod + def from_dict(cls, data): + return cls(data["radius"], data["height"], data["spherical_caps"]) + class SphericalTank(TankGeometry): """Class to define the geometry of a spherical tank. The sphere zero @@ -435,4 +479,17 @@ def __init__(self, radius, geometry_dict=None): """ geometry_dict = geometry_dict or {} super().__init__(geometry_dict) + self.__input_radius = radius self.add_geometry((-radius, radius), lambda h: (radius**2 - h**2) ** 0.5) + + def to_dict(self, include_outputs=False): + data = {"radius": self.__input_radius} + + if include_outputs: + data.update(super().to_dict(include_outputs)) + + return data + + @classmethod + def from_dict(cls, data): + return cls(data["radius"]) diff --git a/rocketpy/plots/monte_carlo_plots.py b/rocketpy/plots/monte_carlo_plots.py index 802fe7e57..e20474773 100644 --- a/rocketpy/plots/monte_carlo_plots.py +++ b/rocketpy/plots/monte_carlo_plots.py @@ -173,10 +173,25 @@ def all(self, keys=None): ) else: raise ValueError("The 'keys' argument must be a string, list, or tuple.") - for key in keys: - plt.figure() - plt.hist(self.monte_carlo.results[key]) - plt.title(f"Histogram of {key}") - plt.ylabel("Number of Occurrences") + # Create figure with GridSpec + fig = plt.figure(figsize=(8, 8)) + gs = fig.add_gridspec(2, 1, height_ratios=[1, 3]) + + # Create subplots using gridspec + ax1 = fig.add_subplot(gs[0]) + ax2 = fig.add_subplot(gs[1]) + + # Plot boxplot + ax1.boxplot(self.monte_carlo.results[key], vert=False) + ax1.set_title(f"Box Plot of {key}") + ax1.set_yticks([]) + + # Plot histogram + ax2.hist(self.monte_carlo.results[key]) + ax2.set_title(f"Histogram of {key}") + ax2.set_ylabel("Number of Occurrences") + ax1.set_xticks([]) + + plt.tight_layout() plt.show() diff --git a/rocketpy/plots/rocket_plots.py b/rocketpy/plots/rocket_plots.py index f305fcb99..6b571759b 100644 --- a/rocketpy/plots/rocket_plots.py +++ b/rocketpy/plots/rocket_plots.py @@ -385,7 +385,7 @@ def _draw_generic_surface( x_pos = position[2] # y position of the surface is the y position in the plot y_pos = position[1] - else: + else: # pragma: no cover raise ValueError("Plane must be 'xz' or 'yz'.") ax.scatter( @@ -633,7 +633,7 @@ def _draw_sensors(self, ax, sensors, plane): # y position of the sensor is the y position in the plot y_pos = pos[1] normal_y = sensor.normal_vector.y - else: + else: # pragma: no cover raise ValueError("Plane must be 'xz' or 'yz'.") # line length is 2/5 of the rocket radius diff --git a/rocketpy/prints/compare_prints.py b/rocketpy/prints/compare_prints.py index 9b94f2da4..548dd0238 100644 --- a/rocketpy/prints/compare_prints.py +++ b/rocketpy/prints/compare_prints.py @@ -1,3 +1,3 @@ -class _ComparePrints: +class _ComparePrints: # pragma: no cover def __init__(self) -> None: pass diff --git a/rocketpy/prints/monte_carlo_prints.py b/rocketpy/prints/monte_carlo_prints.py index dc7cc1265..ad2c5c402 100644 --- a/rocketpy/prints/monte_carlo_prints.py +++ b/rocketpy/prints/monte_carlo_prints.py @@ -21,10 +21,16 @@ def all(self): print("Data Source: ", self.monte_carlo.filename) print("Number of simulations: ", self.monte_carlo.num_of_loaded_sims) print("Results: \n") - print(f"{'Parameter':>25} {'Mean':>15} {'Std. Dev.':>15}") - print("-" * 60) + print( + f"{'Parameter':>25} {'Mean':>15} {'Median':>15} {'Std. Dev.':>15} {'95% PI Lower':>15} {'95% PI Upper':>15}" + ) + print("-" * 110) for key, value in self.monte_carlo.processed_results.items(): try: - print(f"{key:>25} {value[0]:>15.3f} {value[1]:>15.3f}") + print( + f"{key:>25} {value[0]:>15.3f} {value[1]:>15.3f} {value[2]:>15.3f} {value[3]:>15.3f} {value[4]:>15.3f}" + ) except TypeError: - print(f"{key:>25} {str(value[0]):>15} {str(value[1]):>15}") + print( + f"{key:>25} {'N/A':>15} {'N/A':>15} {'N/A':>15} {'N/A':>15} {'N/A':>15}" + ) diff --git a/rocketpy/rocket/aero_surface/fins/elliptical_fins.py b/rocketpy/rocket/aero_surface/fins/elliptical_fins.py index f0d5f926f..a550107ed 100644 --- a/rocketpy/rocket/aero_surface/fins/elliptical_fins.py +++ b/rocketpy/rocket/aero_surface/fins/elliptical_fins.py @@ -316,3 +316,33 @@ def info(self): def all_info(self): self.prints.all() self.plots.all() + + def to_dict(self, include_outputs=False): + data = super().to_dict(include_outputs) + if include_outputs: + data.update( + { + "Af": self.Af, + "AR": self.AR, + "gamma_c": self.gamma_c, + "Yma": self.Yma, + "roll_geometrical_constant": self.roll_geometrical_constant, + "tau": self.tau, + "lift_interference_factor": self.lift_interference_factor, + "roll_damping_interference_factor": self.roll_damping_interference_factor, + "roll_forcing_interference_factor": self.roll_forcing_interference_factor, + } + ) + return data + + @classmethod + def from_dict(cls, data): + return cls( + n=data["n"], + root_chord=data["root_chord"], + span=data["span"], + rocket_radius=data["rocket_radius"], + cant_angle=data["cant_angle"], + airfoil=data["airfoil"], + name=data["name"], + ) diff --git a/rocketpy/rocket/aero_surface/fins/fins.py b/rocketpy/rocket/aero_surface/fins/fins.py index b2af4f55f..26a4a7111 100644 --- a/rocketpy/rocket/aero_surface/fins/fins.py +++ b/rocketpy/rocket/aero_surface/fins/fins.py @@ -426,6 +426,30 @@ def compute_forces_and_moments( M3 = M3_forcing - M3_damping return R1, R2, R3, M1, M2, M3 + def to_dict(self, include_outputs=False): + data = { + "n": self.n, + "root_chord": self.root_chord, + "span": self.span, + "rocket_radius": self.rocket_radius, + "cant_angle": self.cant_angle, + "airfoil": self.airfoil, + "name": self.name, + } + + if include_outputs: + data.update( + { + "cp": self.cp, + "cl": self.cl, + "roll_parameters": self.roll_parameters, + "d": self.d, + "ref_area": self.ref_area, + } + ) + + return data + def draw(self, *, filename=None): """Draw the fin shape along with some important information, including the center line, the quarter line and the center of pressure position. diff --git a/rocketpy/rocket/aero_surface/fins/free_form_fins.py b/rocketpy/rocket/aero_surface/fins/free_form_fins.py index 3abdb84ad..7cae4e556 100644 --- a/rocketpy/rocket/aero_surface/fins/free_form_fins.py +++ b/rocketpy/rocket/aero_surface/fins/free_form_fins.py @@ -359,6 +359,39 @@ def evaluate_shape(self): x_array, y_array = zip(*self.shape_points) self.shape_vec = [np.array(x_array), np.array(y_array)] + def to_dict(self, include_outputs=False): + data = super().to_dict(include_outputs) + data["shape_points"] = self.shape_points + + if include_outputs: + data.update( + { + "Af": self.Af, + "AR": self.AR, + "gamma_c": self.gamma_c, + "Yma": self.Yma, + "mac_length": self.mac_length, + "mac_lead": self.mac_lead, + "roll_geometrical_constant": self.roll_geometrical_constant, + "tau": self.tau, + "lift_interference_factor": self.lift_interference_factor, + "roll_forcing_interference_factor": self.roll_forcing_interference_factor, + "roll_damping_interference_factor": self.roll_damping_interference_factor, + } + ) + return data + + @classmethod + def from_dict(cls, data): + return cls( + data["n"], + data["shape_points"], + data["rocket_radius"], + data["cant_angle"], + data["airfoil"], + data["name"], + ) + def info(self): self.prints.geometry() self.prints.lift() diff --git a/rocketpy/rocket/aero_surface/fins/trapezoidal_fins.py b/rocketpy/rocket/aero_surface/fins/trapezoidal_fins.py index 7a915f3b1..61e2b78fc 100644 --- a/rocketpy/rocket/aero_surface/fins/trapezoidal_fins.py +++ b/rocketpy/rocket/aero_surface/fins/trapezoidal_fins.py @@ -347,3 +347,39 @@ def info(self): def all_info(self): self.prints.all() self.plots.all() + + def to_dict(self, include_outputs=False): + data = super().to_dict(include_outputs) + data["tip_chord"] = self.tip_chord + + if include_outputs: + data.update( + { + "sweep_length": self.sweep_length, + "sweep_angle": self.sweep_angle, + "shape_vec": self.shape_vec, + "Af": self.Af, + "AR": self.AR, + "gamma_c": self.gamma_c, + "Yma": self.Yma, + "roll_geometrical_constant": self.roll_geometrical_constant, + "tau": self.tau, + "lift_interference_factor": self.lift_interference_factor, + "roll_damping_interference_factor": self.roll_damping_interference_factor, + "roll_forcing_interference_factor": self.roll_forcing_interference_factor, + } + ) + return data + + @classmethod + def from_dict(cls, data): + return cls( + n=data["n"], + root_chord=data["root_chord"], + tip_chord=data["tip_chord"], + span=data["span"], + rocket_radius=data["rocket_radius"], + cant_angle=data["cant_angle"], + airfoil=data["airfoil"], + name=data["name"], + ) diff --git a/rocketpy/rocket/aero_surface/nose_cone.py b/rocketpy/rocket/aero_surface/nose_cone.py index c8f3a2062..954ce1ef8 100644 --- a/rocketpy/rocket/aero_surface/nose_cone.py +++ b/rocketpy/rocket/aero_surface/nose_cone.py @@ -135,7 +135,7 @@ def __init__( # pylint: disable=too-many-statements self._base_radius = base_radius self._length = length if bluffness is not None: - if bluffness > 1 or bluffness < 0: + if bluffness > 1 or bluffness < 0: # pragma: no cover raise ValueError( f"Bluffness ratio of {bluffness} is out of range. " "It must be between 0 and 1." @@ -286,7 +286,7 @@ def theta(x): self.y_nosecone = Function( lambda x: self.base_radius * np.power(x / self.length, self.power) ) - else: + else: # pragma: no cover raise ValueError( f"Nose Cone kind '{self.kind}' not found, " + "please use one of the following Nose Cone kinds:" @@ -317,12 +317,11 @@ def bluffness(self, value): raise ValueError( "Parameter 'bluffness' must be None or 0 when using a nose cone kind 'powerseries'." ) - if value is not None: - if value > 1 or value < 0: - raise ValueError( - f"Bluffness ratio of {value} is out of range. " - "It must be between 0 and 1." - ) + if value is not None and not 0 <= value <= 1: # pragma: no cover + raise ValueError( + f"Bluffness ratio of {value} is out of range. " + "It must be between 0 and 1." + ) self._bluffness = value self.evaluate_nose_shape() @@ -523,3 +522,32 @@ def all_info(self): """ self.prints.all() self.plots.all() + + def to_dict(self, include_outputs=False): + data = { + "_length": self._length, + "_kind": self._kind, + "_base_radius": self._base_radius, + "_bluffness": self._bluffness, + "_rocket_radius": self._rocket_radius, + "_power": self._power, + "name": self.name, + } + if include_outputs: + data["cp"] = self.cp + data["clalpha"] = self.clalpha + data["cl"] = self.cl + + return data + + @classmethod + def from_dict(cls, data): + return cls( + length=data["_length"], + kind=data["_kind"], + base_radius=data["_base_radius"], + bluffness=data["_bluffness"], + rocket_radius=data["_rocket_radius"], + power=data["_power"], + name=data["name"], + ) diff --git a/rocketpy/rocket/aero_surface/rail_buttons.py b/rocketpy/rocket/aero_surface/rail_buttons.py index facd8b157..879f013d7 100644 --- a/rocketpy/rocket/aero_surface/rail_buttons.py +++ b/rocketpy/rocket/aero_surface/rail_buttons.py @@ -100,6 +100,23 @@ def evaluate_geometrical_parameters(self): None """ + def to_dict(self, include_outputs=False): # pylint: disable=unused-argument + return { + "buttons_distance": self.buttons_distance, + "angular_position": self.angular_position, + "name": self.name, + "rocket_radius": self.rocket_radius, + } + + @classmethod + def from_dict(cls, data): + return cls( + data["buttons_distance"], + data["angular_position"], + data["name"], + data["rocket_radius"], + ) + def info(self): """Prints out all the information about the Rail Buttons. diff --git a/rocketpy/rocket/aero_surface/tail.py b/rocketpy/rocket/aero_surface/tail.py index 4f2783e02..d32836e18 100644 --- a/rocketpy/rocket/aero_surface/tail.py +++ b/rocketpy/rocket/aero_surface/tail.py @@ -204,3 +204,34 @@ def info(self): def all_info(self): self.prints.all() self.plots.all() + + def to_dict(self, include_outputs=False): + data = { + "top_radius": self._top_radius, + "bottom_radius": self._bottom_radius, + "length": self._length, + "rocket_radius": self._rocket_radius, + "name": self.name, + } + + if include_outputs: + data.update( + { + "cp": self.cp, + "cl": self.clalpha, + "slant_length": self.slant_length, + "surface_area": self.surface_area, + } + ) + + return data + + @classmethod + def from_dict(cls, data): + return cls( + top_radius=data["top_radius"], + bottom_radius=data["bottom_radius"], + length=data["length"], + rocket_radius=data["rocket_radius"], + name=data["name"], + ) diff --git a/rocketpy/rocket/components.py b/rocketpy/rocket/components.py index 644d64cc7..66448eb69 100644 --- a/rocketpy/rocket/components.py +++ b/rocketpy/rocket/components.py @@ -199,3 +199,18 @@ def sort_by_position(self, reverse=False): None """ self._components.sort(key=lambda x: x.position.z, reverse=reverse) + + def to_dict(self, include_outputs=False): # pylint: disable=unused-argument + return { + "components": [ + {"component": c.component, "position": c.position} + for c in self._components + ] + } + + @classmethod + def from_dict(cls, data): + components = cls() + for component in data["components"]: + components.add(component["component"], component["position"]) + return components diff --git a/rocketpy/rocket/parachute.py b/rocketpy/rocket/parachute.py index 02b9280a2..a18cb4793 100644 --- a/rocketpy/rocket/parachute.py +++ b/rocketpy/rocket/parachute.py @@ -2,6 +2,8 @@ import numpy as np +from rocketpy.tools import from_hex_decode, to_hex_encode + from ..mathutils.function import Function from ..prints.parachute_prints import _ParachutePrints @@ -248,3 +250,46 @@ def all_info(self): """Prints all information about the Parachute class.""" self.info() # self.plots.all() # Parachutes still doesn't have plots + + def to_dict(self, include_outputs=False): + trigger = self.trigger + + if callable(self.trigger) and not isinstance(self.trigger, Function): + trigger = to_hex_encode(trigger) + + data = { + "name": self.name, + "cd_s": self.cd_s, + "trigger": trigger, + "sampling_rate": self.sampling_rate, + "lag": self.lag, + "noise": self.noise, + } + + if include_outputs: + data["noise_signal"] = self.noise_signal + data["noise_function"] = to_hex_encode(self.noise_function) + data["noisy_pressure_signal"] = self.noisy_pressure_signal + data["clean_pressure_signal"] = self.clean_pressure_signal + + return data + + @classmethod + def from_dict(cls, data): + trigger = data["trigger"] + + try: + trigger = from_hex_decode(trigger) + except (TypeError, ValueError): + pass + + parachute = cls( + name=data["name"], + cd_s=data["cd_s"], + trigger=trigger, + sampling_rate=data["sampling_rate"], + lag=data["lag"], + noise=data["noise"], + ) + + return parachute diff --git a/rocketpy/rocket/rocket.py b/rocketpy/rocket/rocket.py index aacf5b4a6..ef69f7641 100644 --- a/rocketpy/rocket/rocket.py +++ b/rocketpy/rocket/rocket.py @@ -278,7 +278,7 @@ def __init__( # pylint: disable=too-many-statements self._csys = 1 elif coordinate_system_orientation == "nose_to_tail": self._csys = -1 - else: + else: # pragma: no cover raise TypeError( "Invalid coordinate system orientation. Please choose between " + '"tail_to_nose" and "nose_to_tail".' @@ -1173,7 +1173,7 @@ def add_nose( self.add_surfaces(nose, position) return nose - def add_fins(self, *args, **kwargs): + def add_fins(self, *args, **kwargs): # pragma: no cover """See Rocket.add_trapezoidal_fins for documentation. This method is set to be deprecated in version 1.0.0 and fully removed by version 2.0.0. Use Rocket.add_trapezoidal_fins instead. It keeps the @@ -1893,3 +1893,116 @@ def all_info(self): """ self.info() self.plots.all() + + def to_dict(self, include_outputs=False): + rocket_dict = { + "radius": self.radius, + "mass": self.mass, + "I_11_without_motor": self.I_11_without_motor, + "I_22_without_motor": self.I_22_without_motor, + "I_33_without_motor": self.I_33_without_motor, + "I_12_without_motor": self.I_12_without_motor, + "I_13_without_motor": self.I_13_without_motor, + "I_23_without_motor": self.I_23_without_motor, + "power_off_drag": self.power_off_drag, + "power_on_drag": self.power_on_drag, + "center_of_mass_without_motor": self.center_of_mass_without_motor, + "coordinate_system_orientation": self.coordinate_system_orientation, + "motor": self.motor, + "motor_position": self.motor_position, + "aerodynamic_surfaces": self.aerodynamic_surfaces, + "rail_buttons": self.rail_buttons, + "parachutes": self.parachutes, + "air_brakes": self.air_brakes, + "_controllers": self._controllers, + "sensors": self.sensors, + } + + if include_outputs: + rocket_dict["area"] = self.area + rocket_dict["center_of_dry_mass_position"] = ( + self.center_of_dry_mass_position + ) + rocket_dict["center_of_mass_without_motor"] = ( + self.center_of_mass_without_motor + ) + rocket_dict["motor_center_of_mass_position"] = ( + self.motor_center_of_mass_position + ) + rocket_dict["motor_center_of_dry_mass_position"] = ( + self.motor_center_of_dry_mass_position + ) + rocket_dict["center_of_mass"] = self.center_of_mass + rocket_dict["reduced_mass"] = self.reduced_mass + rocket_dict["total_mass"] = self.total_mass + rocket_dict["total_mass_flow_rate"] = self.total_mass_flow_rate + rocket_dict["thrust_to_weight"] = self.thrust_to_weight + rocket_dict["cp_eccentricity_x"] = self.cp_eccentricity_x + rocket_dict["cp_eccentricity_y"] = self.cp_eccentricity_y + rocket_dict["thrust_eccentricity_x"] = self.thrust_eccentricity_x + rocket_dict["thrust_eccentricity_y"] = self.thrust_eccentricity_y + rocket_dict["cp_position"] = self.cp_position + rocket_dict["stability_margin"] = self.stability_margin + rocket_dict["static_margin"] = self.static_margin + rocket_dict["nozzle_position"] = self.nozzle_position + rocket_dict["nozzle_to_cdm"] = self.nozzle_to_cdm + rocket_dict["nozzle_gyration_tensor"] = self.nozzle_gyration_tensor + rocket_dict["center_of_propellant_position"] = ( + self.center_of_propellant_position + ) + + return rocket_dict + + @classmethod + def from_dict(cls, data): + rocket = cls( + radius=data["radius"], + mass=data["mass"], + inertia=( + data["I_11_without_motor"], + data["I_22_without_motor"], + data["I_33_without_motor"], + data["I_12_without_motor"], + data["I_13_without_motor"], + data["I_23_without_motor"], + ), + power_off_drag=data["power_off_drag"], + power_on_drag=data["power_on_drag"], + center_of_mass_without_motor=data["center_of_mass_without_motor"], + coordinate_system_orientation=data["coordinate_system_orientation"], + ) + + if (motor := data["motor"]) is not None: + rocket.add_motor( + motor=motor, + position=data["motor_position"], + ) + + for surface, position in data["aerodynamic_surfaces"]: + rocket.add_surfaces(surfaces=surface, positions=position) + + for button, position in data["rail_buttons"]: + rocket.set_rail_buttons( + upper_button_position=position[2] + button.buttons_distance, + lower_button_position=position[2], + angular_position=button.angular_position, + radius=button.rocket_radius, + ) + + for parachute in data["parachutes"]: + rocket.parachutes.append(parachute) + + for air_brakes in data["air_brakes"]: + rocket.add_air_brakes( + drag_coefficient_curve=air_brakes["drag_coefficient_curve"], + controller_function=air_brakes["controller_function"], + sampling_rate=air_brakes["sampling_rate"], + clamp=air_brakes["clamp"], + reference_area=air_brakes["reference_area"], + initial_observed_variables=air_brakes["initial_observed_variables"], + override_rocket_drag=air_brakes["override_rocket_drag"], + name=air_brakes["name"], + controller_name=air_brakes["controller_name"], + ) + + return rocket diff --git a/rocketpy/sensitivity/sensitivity_model.py b/rocketpy/sensitivity/sensitivity_model.py index de72cd0d2..428897bff 100644 --- a/rocketpy/sensitivity/sensitivity_model.py +++ b/rocketpy/sensitivity/sensitivity_model.py @@ -140,10 +140,6 @@ def set_target_variables_nominal(self, target_variables_nominal_value): self.target_variables_info[target_variable]["nominal_value"] = ( target_variables_nominal_value[i] ) - for i, target_variable in enumerate(self.target_variables_names): - self.target_variables_info[target_variable]["nominal_value"] = ( - target_variables_nominal_value[i] - ) self._nominal_target_passed = True @@ -356,12 +352,12 @@ def __check_requirements(self): version = ">=0" if not version else version try: check_requirement_version(module_name, version) - except (ValueError, ImportError) as e: + except (ValueError, ImportError) as e: # pragma: no cover has_error = True print( f"The following error occurred while importing {module_name}: {e}" ) - if has_error: + if has_error: # pragma: no cover print( "Given the above errors, some methods may not work. Please run " + "'pip install rocketpy[sensitivity]' to install extra requirements." diff --git a/rocketpy/simulation/flight.py b/rocketpy/simulation/flight.py index e4be64f5a..941f4cf70 100644 --- a/rocketpy/simulation/flight.py +++ b/rocketpy/simulation/flight.py @@ -615,7 +615,7 @@ def __init__( # pylint: disable=too-many-arguments,too-many-statements self.env = environment self.rocket = rocket self.rail_length = rail_length - if self.rail_length <= 0: + if self.rail_length <= 0: # pragma: no cover raise ValueError("Rail length must be a positive value.") self.parachutes = self.rocket.parachutes[:] self.inclination = inclination @@ -872,11 +872,11 @@ def __simulate(self, verbose): for t_root in t_roots if 0 < t_root.real < t1 and abs(t_root.imag) < 0.001 ] - if len(valid_t_root) > 1: + if len(valid_t_root) > 1: # pragma: no cover raise ValueError( "Multiple roots found when solving for rail exit time." ) - if len(valid_t_root) == 0: + if len(valid_t_root) == 0: # pragma: no cover raise ValueError( "No valid roots found when solving for rail exit time." ) @@ -951,7 +951,7 @@ def __simulate(self, verbose): for t_root in t_roots if abs(t_root.imag) < 0.001 and 0 < t_root.real < t1 ] - if len(valid_t_root) > 1: + if len(valid_t_root) > 1: # pragma: no cover raise ValueError( "Multiple roots found when solving for impact time." ) @@ -1226,7 +1226,7 @@ def __init_controllers(self): self._controllers = self.rocket._controllers[:] self.sensors = self.rocket.sensors.get_components() if self._controllers or self.sensors: - if self.time_overshoot: + if self.time_overshoot: # pragma: no cover self.time_overshoot = False warnings.warn( "time_overshoot has been set to False due to the presence " @@ -1266,7 +1266,7 @@ def __set_ode_solver(self, solver): else: try: self._solver = ODE_SOLVER_MAP[solver] - except KeyError as e: + except KeyError as e: # pragma: no cover raise ValueError( f"Invalid ``ode_solver`` input: {solver}. " f"Available options are: {', '.join(ODE_SOLVER_MAP.keys())}" @@ -1398,7 +1398,7 @@ def udot_rail1(self, t, u, post_processing=False): return [vx, vy, vz, ax, ay, az, 0, 0, 0, 0, 0, 0, 0] - def udot_rail2(self, t, u, post_processing=False): + def udot_rail2(self, t, u, post_processing=False): # pragma: no cover """[Still not implemented] Calculates derivative of u state vector with respect to time when rocket is flying in 3 DOF motion in the rail. @@ -3416,6 +3416,96 @@ def time_iterator(self, node_list): yield i, node_list[i] i += 1 + def to_dict(self, include_outputs=False): + data = { + "rocket": self.rocket, + "env": self.env, + "rail_length": self.rail_length, + "inclination": self.inclination, + "heading": self.heading, + "initial_solution": self.initial_solution, + "terminate_on_apogee": self.terminate_on_apogee, + "max_time": self.max_time, + "max_time_step": self.max_time_step, + "min_time_step": self.min_time_step, + "rtol": self.rtol, + "atol": self.atol, + "time_overshoot": self.time_overshoot, + "name": self.name, + "equations_of_motion": self.equations_of_motion, + } + + if include_outputs: + data.update( + { + "time": self.time, + "out_of_rail_time": self.out_of_rail_time, + "out_of_rail_velocity": self.out_of_rail_velocity, + "out_of_rail_state": self.out_of_rail_state, + "apogee": self.apogee, + "apogee_time": self.apogee_time, + "apogee_x": self.apogee_x, + "apogee_y": self.apogee_y, + "apogee_state": self.apogee_state, + "x_impact": self.x_impact, + "y_impact": self.y_impact, + "impact_velocity": self.impact_velocity, + "impact_state": self.impact_state, + "x": self.x, + "y": self.y, + "z": self.z, + "vx": self.vx, + "vy": self.vy, + "vz": self.vz, + "e0": self.e0, + "e1": self.e1, + "e2": self.e2, + "e3": self.e3, + "w1": self.w1, + "w2": self.w2, + "w3": self.w3, + "ax": self.ax, + "ay": self.ay, + "az": self.az, + "alpha1": self.alpha1, + "alpha2": self.alpha2, + "alpha3": self.alpha3, + "altitude": self.altitude, + "mach_number": self.mach_number, + "stream_velocity_x": self.stream_velocity_x, + "stream_velocity_y": self.stream_velocity_y, + "stream_velocity_z": self.stream_velocity_z, + "free_stream_speed": self.free_stream_speed, + "angle_of_attack": self.angle_of_attack, + "static_margin": self.static_margin, + "stability_margin": self.stability_margin, + "latitude": self.latitude, + "longitude": self.longitude, + } + ) + + return data + + @classmethod + def from_dict(cls, data): + return cls( + rocket=data["rocket"], + environment=data["env"], + rail_length=data["rail_length"], + inclination=data["inclination"], + heading=data["heading"], + initial_solution=None, + terminate_on_apogee=data["terminate_on_apogee"], + max_time=data["max_time"], + max_time_step=data["max_time_step"], + min_time_step=data["min_time_step"], + rtol=data["rtol"], + atol=data["atol"], + time_overshoot=data["time_overshoot"], + name=data["name"], + equations_of_motion=data["equations_of_motion"], + ) + class FlightPhases: """Class to handle flight phases. It is used to store the derivatives and callbacks for each flight phase. It is also used to handle the @@ -3441,7 +3531,7 @@ def __len__(self): def __repr__(self): return str(self.list) - def display_warning(self, *messages): + def display_warning(self, *messages): # pragma: no cover """A simple function to print a warning message.""" print("WARNING:", *messages) diff --git a/rocketpy/simulation/monte_carlo.py b/rocketpy/simulation/monte_carlo.py index 5740c778d..886fee1e2 100644 --- a/rocketpy/simulation/monte_carlo.py +++ b/rocketpy/simulation/monte_carlo.py @@ -168,7 +168,8 @@ def simulate( append=False, parallel=False, n_workers=None, - ): + **kwargs + ): # pylint: disable=too-many-statements """ Runs the Monte Carlo simulation and saves all data. @@ -186,6 +187,17 @@ def simulate( number of workers will be equal to the number of CPUs available. A minimum of 2 workers is required for parallel mode. Default is None. + kwargs : dict + Custom arguments for simulation export of the ``inputs`` file. Options + are: + + * ``include_outputs``: whether to also include outputs data of the + simulation. Default is ``False``. + + * ``include_function_data``: whether to include ``rocketpy.Function`` + results into the export. Default is ``True``. + + See ``rocketpy._encoders.RocketPyEncoder`` for more information. Returns ------- @@ -205,12 +217,44 @@ def simulate( overwritten. Make sure to save the files with the results before running the simulation again with `append=False`. """ + self._export_config = kwargs + # Create data files for inputs, outputs and error logging + open_mode = "a" if append else "w" + input_file = open(self._input_file, open_mode, encoding="utf-8") + output_file = open(self._output_file, open_mode, encoding="utf-8") + error_file = open(self._error_file, open_mode, encoding="utf-8") + + # initialize counters self.number_of_simulations = number_of_simulations self._initial_sim_idx = self.num_of_loaded_sims if append else 0 _SimMonitor.reprint("Starting Monte Carlo analysis") self.__setup_files(append) + try: + while self.__iteration_count < self.number_of_simulations: + self.__run_single_simulation(input_file, output_file) + except KeyboardInterrupt: + print("Keyboard Interrupt, files saved.") + error_file.write( + json.dumps( + self._inputs_dict, cls=RocketPyEncoder, **self._export_config + ) + + "\n" + ) + self.__close_files(input_file, output_file, error_file) + except Exception as error: + print(f"Error on iteration {self.__iteration_count}: {error}") + error_file.write( + json.dumps( + self._inputs_dict, cls=RocketPyEncoder, **self._export_config + ) + + "\n" + ) + self.__close_files(input_file, output_file, error_file) + raise error + finally: + self.total_wall_time = time() - self.__start_time if parallel: self.__run_in_parallel(n_workers) @@ -517,6 +561,12 @@ def __terminate_simulation(self): self.error_file = self._error_file _SimMonitor.reprint(f"Results saved to {self._output_file}") + self.input_file.write( + json.dumps(self.inputs_dict, cls=RocketPyEncoder, **self._export_config) + "\n" + ) + self.output_file.write( + json.dumps(self.results, cls=RocketPyEncoder, **self._export_config) + "\n" + ) def __check_export_list(self, export_list): """ @@ -816,8 +866,16 @@ def set_processed_results(self): mean = np.mean(values) stdev = np.std(values) self.processed_results[result] = (mean, stdev) + pi_low = np.quantile(values, 0.025) + pi_high = np.quantile(values, 0.975) + median = np.median(values) except TypeError: - self.processed_results[result] = (None, None) + mean = None + stdev = None + pi_low = None + pi_high = None + median = None + self.processed_results[result] = (mean, median, stdev, pi_low, pi_high) # Import methods diff --git a/rocketpy/tools.py b/rocketpy/tools.py index f7fc4cb46..91428d50b 100644 --- a/rocketpy/tools.py +++ b/rocketpy/tools.py @@ -6,6 +6,7 @@ between minor versions if necessary, although this will be always avoided. """ +import base64 import functools import importlib import importlib.metadata @@ -15,6 +16,7 @@ import time from bisect import bisect_left +import dill import matplotlib.pyplot as plt import numpy as np import pytz @@ -27,11 +29,10 @@ def tuple_handler(value): - """Transforms the input value into a tuple that - represents a range. If the input is an int or float, - the output is a tuple from zero to the input value. If - the input is a tuple or list, the output is a tuple with - the same range. + """Transforms the input value into a tuple that represents a range. If the + input is an int or float, the output is a tuple from zero to the input + value. If the input is a tuple or list, the output is a tuple with the same + range. Parameters ---------- @@ -270,7 +271,7 @@ def get_distribution(distribution_function_name, random_number_generator=None): } try: return distributions[distribution_function_name] - except KeyError as e: + except KeyError as e: # pragma: no cover raise ValueError( f"Distribution function '{distribution_function_name}' not found, " + "please use one of the following np.random distribution function:" @@ -920,7 +921,7 @@ def import_optional_dependency(name): """ try: module = importlib.import_module(name) - except ImportError as exc: + except ImportError as exc: # pragma: no cover module_name = name.split(".")[0] package_name = INSTALL_MAPPING.get(module_name, module_name) raise ImportError( @@ -984,7 +985,8 @@ def wrapper(*args, **kwargs): for i in range(max_attempts): try: return func(*args, **kwargs) - except Exception as e: # pylint: disable=broad-except + # pylint: disable=broad-except + except Exception as e: # pragma: no cover if i == max_attempts - 1: raise e from None delay = min(delay * 2, max_delay) @@ -1174,7 +1176,43 @@ def get_matplotlib_supported_file_endings(): return filetypes -if __name__ == "__main__": +def to_hex_encode(obj, encoder=base64.b85encode): + """Converts an object to hex representation using dill. + + Parameters + ---------- + obj : object + Object to be converted to hex. + encoder : callable, optional + Function to encode the bytes. Default is base64.b85encode. + + Returns + ------- + bytes + Object converted to bytes. + """ + return encoder(dill.dumps(obj)).hex() + + +def from_hex_decode(obj_bytes, decoder=base64.b85decode): + """Converts an object from hex representation using dill. + + Parameters + ---------- + obj_bytes : str + Hex string to be converted to object. + decoder : callable, optional + Function to decode the bytes. Default is base64.b85decode. + + Returns + ------- + object + Object converted from bytes. + """ + return dill.loads(decoder(bytes.fromhex(obj_bytes))) + + +if __name__ == "__main__": # pragma: no cover import doctest res = doctest.testmod() diff --git a/rocketpy/utilities.py b/rocketpy/utilities.py index f6e68d162..4dcf7ebf5 100644 --- a/rocketpy/utilities.py +++ b/rocketpy/utilities.py @@ -14,7 +14,6 @@ from .simulation.flight import Flight -# TODO: Needs tests def compute_cd_s_from_drop_test( terminal_velocity, rocket_mass, air_density=1.225, g=9.80665 ): @@ -39,13 +38,34 @@ def compute_cd_s_from_drop_test( ------- cd_s : float Number equal to drag coefficient times reference area for parachute. + """ + return 2 * rocket_mass * g / ((terminal_velocity**2) * air_density) + +def check_constant(f, eps): """ + Check for three consecutive elements in the list that are approximately + equal within a tolerance. - return 2 * rocket_mass * g / ((terminal_velocity**2) * air_density) + Parameters + ---------- + f : list or array + A list or array of numerical values. + eps : float + The tolerance level for comparing the elements. + + Returns + ------- + int or None + The index of the first element in the first sequence of three + consecutive elements that are approximately equal within the tolerance. + Returns None if no such sequence is found. + """ + for i in range(len(f) - 2): + if abs(f[i + 2] - f[i + 1]) < eps and abs(f[i + 1] - f[i]) < eps: + return i -# TODO: Needs tests def calculate_equilibrium_altitude( rocket_mass, cd_s, @@ -90,7 +110,6 @@ def calculate_equilibrium_altitude( affect the final result if the value is not high enough. Increase the estimative in case the final solution is not founded. - Returns ------- altitude_function: Function @@ -103,30 +122,8 @@ def calculate_equilibrium_altitude( """ final_sol = {} - if v0 >= 0: - print("Please set a valid negative value for v0") - return None - - # TODO: Improve docs - def check_constant(f, eps): - """_summary_ - - Parameters - ---------- - f : array, list - - _description_ - eps : float - _description_ - - Returns - ------- - int, None - _description_ - """ - for i in range(len(f) - 2): - if abs(f[i + 2] - f[i + 1]) < eps and abs(f[i + 1] - f[i]) < eps: - return i + if v0 >= 0: # pragma: no cover + raise ValueError("Please set a valid negative value for v0") if env is None: environment = Environment( @@ -138,21 +135,20 @@ def check_constant(f, eps): else: environment = env - # TODO: Improve docs def du(z, u): - """_summary_ + """Returns the derivative of the velocity at a given altitude. Parameters ---------- z : float - _description_ + altitude, in meters, at a given time u : float velocity, in m/s, at a given z altitude Returns ------- float - _description_ + velocity at a given altitude """ return ( u[1], @@ -258,7 +254,7 @@ def fin_flutter_analysis( found_fin = True else: warnings.warn("More than one fin set found. The last one will be used.") - if not found_fin: + if not found_fin: # pragma: no cover raise AttributeError( "There is no TrapezoidalFins in the rocket, can't run Flutter Analysis." ) @@ -442,7 +438,7 @@ def _flutter_prints( # TODO: deprecate and delete this function. Never used and now we have Monte Carlo. -def create_dispersion_dictionary(filename): +def create_dispersion_dictionary(filename): # pragma: no cover """Creates a dictionary with the rocket data provided by a .csv file. File should be organized in four columns: attribute_class, parameter_name, mean_value, standard_deviation. The first row should be the header. diff --git a/tests/fixtures/flight/flight_fixtures.py b/tests/fixtures/flight/flight_fixtures.py index c8fe437ca..44f8b7c09 100644 --- a/tests/fixtures/flight/flight_fixtures.py +++ b/tests/fixtures/flight/flight_fixtures.py @@ -93,6 +93,77 @@ def flight_calisto_robust(calisto_robust, example_spaceport_env): ) +@pytest.fixture +def flight_calisto_robust_solid_eom(calisto_robust, example_spaceport_env): + """Similar to flight_calisto_robust, but with the equations of motion set to + "solid_propulsion". + """ + return Flight( + environment=example_spaceport_env, + rocket=calisto_robust, + rail_length=5.2, + inclination=85, + heading=0, + terminate_on_apogee=False, + equations_of_motion="solid_propulsion", + ) + + +@pytest.fixture +def flight_calisto_liquid_modded(calisto_liquid_modded, example_plain_env): + """A rocketpy.Flight object of the Calisto rocket modded for a liquid + motor. The environment is the simplest possible, with no parameters set. + + Parameters + ---------- + calisto_liquid_modded : rocketpy.Rocket + An object of the Rocket class. This is a pytest fixture too. + example_plain_env : rocketpy.Environment + An object of the Environment class. This is a pytest fixture too. + + Returns + ------- + rocketpy.Flight + A rocketpy.Flight object. + """ + return Flight( + rocket=calisto_liquid_modded, + environment=example_plain_env, + rail_length=5, + inclination=85, + heading=0, + max_time_step=0.25, + ) + + +@pytest.fixture +def flight_calisto_hybrid_modded(calisto_hybrid_modded, example_plain_env): + """A rocketpy.Flight object of the Calisto rocket modded for a hybrid + motor. The environment is the simplest possible, with no parameters set. + + Parameters + ---------- + calisto_hybrid_modded : rocketpy.Rocket + An object of the Rocket class. This is a pytest fixture too. + example_plain_env : rocketpy.Environment + An object of the Environment class. This is a pytest fixture too. + + Returns + ------- + rocketpy.Flight + A rocketpy.Flight object. + """ + return Flight( + rocket=calisto_hybrid_modded, + environment=example_plain_env, + rail_length=5.2, + inclination=85, + heading=0, + time_overshoot=False, + terminate_on_apogee=True, + ) + + @pytest.fixture def flight_calisto_custom_wind(calisto_robust, example_spaceport_env): """A rocketpy.Flight object of the Calisto rocket. This uses the calisto diff --git a/tests/fixtures/motor/tanks_fixtures.py b/tests/fixtures/motor/tanks_fixtures.py index 40417c8a4..f30ce49c6 100644 --- a/tests/fixtures/motor/tanks_fixtures.py +++ b/tests/fixtures/motor/tanks_fixtures.py @@ -8,6 +8,7 @@ LevelBasedTank, MassBasedTank, MassFlowRateBasedTank, + SphericalTank, TankGeometry, UllageBasedTank, ) @@ -430,9 +431,7 @@ def oxidizer_tank(oxidizer_fluid, oxidizer_pressurant, propellant_tank_geometry) @pytest.fixture -def spherical_oxidizer_tank( - oxidizer_fluid, oxidizer_pressurant, spherical_oxidizer_geometry -): +def spherical_oxidizer_tank(oxidizer_fluid, oxidizer_pressurant): """An example of a oxidizer spherical tank. Parameters @@ -451,7 +450,7 @@ def spherical_oxidizer_tank( oxidizer_tank = LevelBasedTank( name="Lox Tank", flux_time=10, - geometry=spherical_oxidizer_geometry, + geometry=SphericalTank(0.0501), liquid=oxidizer_fluid, gas=oxidizer_pressurant, liquid_height=liquid_level, diff --git a/tests/fixtures/surfaces/surface_fixtures.py b/tests/fixtures/surfaces/surface_fixtures.py index 396206bd7..bf6e384c4 100644 --- a/tests/fixtures/surfaces/surface_fixtures.py +++ b/tests/fixtures/surfaces/surface_fixtures.py @@ -1,7 +1,13 @@ import pytest -from rocketpy import NoseCone, RailButtons, Tail, TrapezoidalFins -from rocketpy.rocket.aero_surface.fins.free_form_fins import FreeFormFins +from rocketpy.rocket.aero_surface import ( + EllipticalFins, + FreeFormFins, + NoseCone, + RailButtons, + Tail, + TrapezoidalFins, +) @pytest.fixture @@ -94,3 +100,16 @@ def calisto_rail_buttons(): angular_position=45, name="Rail Buttons", ) + + +@pytest.fixture +def elliptical_fin_set(): + return EllipticalFins( + n=4, + span=0.100, + root_chord=0.120, + rocket_radius=0.0635, + cant_angle=0, + airfoil=None, + name="Test Elliptical Fins", + ) diff --git a/tests/integration/test_encoding.py b/tests/integration/test_encoding.py new file mode 100644 index 000000000..996fc533e --- /dev/null +++ b/tests/integration/test_encoding.py @@ -0,0 +1,186 @@ +import json +import os + +import numpy as np +import pytest + +from rocketpy._encoders import RocketPyDecoder, RocketPyEncoder + + +@pytest.mark.slow +@pytest.mark.parametrize( + ["flight_name", "include_outputs"], + [ + ("flight_calisto", False), + ("flight_calisto", True), + ("flight_calisto_robust", True), + ("flight_calisto_liquid_modded", False), + ("flight_calisto_hybrid_modded", False), + ], +) +def test_flight_save_load(flight_name, include_outputs, request): + """Test encoding a ``rocketpy.Flight``. + + Parameters + ---------- + flight_name : str + Name flight fixture to encode. + request : pytest.FixtureRequest + Pytest request object. + """ + flight_to_save = request.getfixturevalue(flight_name) + + with open("flight.json", "w") as f: + json.dump( + flight_to_save, + f, + cls=RocketPyEncoder, + indent=2, + include_outputs=include_outputs, + ) + + with open("flight.json", "r") as f: + flight_loaded = json.load(f, cls=RocketPyDecoder) + + assert np.isclose(flight_to_save.t_initial, flight_loaded.t_initial) + assert np.isclose(flight_to_save.out_of_rail_time, flight_loaded.out_of_rail_time) + assert np.isclose(flight_to_save.apogee_time, flight_loaded.apogee_time) + + # Higher tolerance due to random parachute trigger + assert np.isclose(flight_to_save.t_final, flight_loaded.t_final, rtol=1e-3) + + os.remove("flight.json") + + +@pytest.mark.parametrize( + "function_name", ["lambda_quad_func", "spline_interpolated_func"] +) +def test_function_encoder(function_name, request): + """Test encoding a ``rocketpy.Function``. + + Parameters + ---------- + function_name : str + Name of the function to encode. + request : pytest.FixtureRequest + Pytest request object. + """ + function_to_encode = request.getfixturevalue(function_name) + + json_encoded = json.dumps(function_to_encode, cls=RocketPyEncoder) + + function_loaded = json.loads(json_encoded, cls=RocketPyDecoder) + + assert isinstance(function_loaded, type(function_to_encode)) + assert np.isclose(function_to_encode(0), function_loaded(0)) + + +@pytest.mark.parametrize( + "environment_name", ["example_plain_env", "environment_spaceport_america_2023"] +) +def test_environment_encoder(environment_name, request): + """Test encoding a ``rocketpy.Environment``. + + Parameters + ---------- + environment_name : str + Name of the environment fixture to encode. + request : pytest.FixtureRequest + Pytest request object. + """ + env_to_encode = request.getfixturevalue(environment_name) + + json_encoded = json.dumps(env_to_encode, cls=RocketPyEncoder) + + env_loaded = json.loads(json_encoded, cls=RocketPyDecoder) + + test_heights = np.linspace(0, 10000, 100) + + assert np.isclose(env_to_encode.elevation, env_loaded.elevation) + assert np.isclose(env_to_encode.latitude, env_loaded.latitude) + assert np.isclose(env_to_encode.longitude, env_loaded.longitude) + assert env_to_encode.datum == env_loaded.datum + assert np.allclose( + env_to_encode.wind_velocity_x(test_heights), + env_loaded.wind_velocity_x(test_heights), + ) + assert np.allclose( + env_to_encode.wind_velocity_y(test_heights), + env_loaded.wind_velocity_y(test_heights), + ) + assert np.allclose( + env_to_encode.temperature(test_heights), env_loaded.temperature(test_heights) + ) + assert np.allclose( + env_to_encode.pressure(test_heights), env_loaded.pressure(test_heights) + ) + assert np.allclose( + env_to_encode.density(test_heights), env_loaded.density(test_heights) + ) + + +@pytest.mark.parametrize( + "motor_name", ["cesaroni_m1670", "liquid_motor", "hybrid_motor", "generic_motor"] +) +def test_motor_encoder(motor_name, request): + """Test encoding a ``rocketpy.Motor``. + + Parameters + ---------- + motor_name : str + Name of the motor fixture to encode. + request : pytest.FixtureRequest + Pytest request object. + """ + motor_to_encode = request.getfixturevalue(motor_name) + + json_encoded = json.dumps(motor_to_encode, cls=RocketPyEncoder) + + motor_loaded = json.loads(json_encoded, cls=RocketPyDecoder) + + sample_times = np.linspace(*motor_to_encode.burn_time, 100) + + assert np.allclose( + motor_to_encode.thrust(sample_times), motor_loaded.thrust(sample_times) + ) + assert np.allclose( + motor_to_encode.total_mass(sample_times), motor_loaded.total_mass(sample_times) + ) + assert np.allclose( + motor_to_encode.center_of_mass(sample_times), + motor_loaded.center_of_mass(sample_times), + ) + assert np.allclose( + motor_to_encode.I_11(sample_times), motor_loaded.I_11(sample_times) + ) + + +@pytest.mark.parametrize( + "rocket_name", ["calisto_robust", "calisto_liquid_modded", "calisto_hybrid_modded"] +) +def test_rocket_encoder(rocket_name, request): + """Test encoding a ``rocketpy.Rocket``. + + Parameters + ---------- + rocket_name : str + Name of the rocket fixture to encode. + request : pytest.FixtureRequest + Pytest request object. + """ + rocket_to_encode = request.getfixturevalue(rocket_name) + + json_encoded = json.dumps(rocket_to_encode, cls=RocketPyEncoder) + + rocket_loaded = json.loads(json_encoded, cls=RocketPyDecoder) + + sample_times = np.linspace(*rocket_to_encode.motor.burn_time, 100) + + assert np.allclose( + rocket_to_encode.evaluate_total_mass()(sample_times), + rocket_loaded.evaluate_total_mass()(sample_times), + ) + assert np.allclose( + rocket_to_encode.static_margin(sample_times), + rocket_loaded.static_margin(sample_times), + ) diff --git a/tests/integration/test_flight.py b/tests/integration/test_flight.py index 5fdeb9c3d..8e5d518e5 100644 --- a/tests/integration/test_flight.py +++ b/tests/integration/test_flight.py @@ -5,14 +5,17 @@ import numpy as np import pytest -from rocketpy import Environment, Flight +from rocketpy import Flight plt.rcParams.update({"figure.max_open_warning": 0}) +@pytest.mark.parametrize( + "flight_fixture", ["flight_calisto_robust", "flight_calisto_robust_solid_eom"] +) @patch("matplotlib.pyplot.show") # pylint: disable=unused-argument -def test_all_info(mock_show, flight_calisto_robust): +def test_all_info(mock_show, request, flight_fixture): """Test that the flight class is working as intended. This basically calls the all_info() method and checks if it returns None. It is not testing if the values are correct, but whether the method is working without errors. @@ -21,11 +24,49 @@ def test_all_info(mock_show, flight_calisto_robust): ---------- mock_show : unittest.mock.MagicMock Mock object to replace matplotlib.pyplot.show - flight_calisto_robust : rocketpy.Flight - Flight object to be tested. See the conftest.py file for more info - regarding this pytest fixture. + request : _pytest.fixtures.FixtureRequest + Request object to access the fixture dynamically. + flight_fixture : str + Name of the flight fixture to be tested. + """ + flight = request.getfixturevalue(flight_fixture) + assert flight.all_info() is None + + +@pytest.mark.slow +@patch("matplotlib.pyplot.show") +@pytest.mark.parametrize("solver_method", ["RK45", "DOP853", "Radau", "BDF"]) +# RK23 is unstable and requires a very low tolerance to work +# pylint: disable=unused-argument +def test_all_info_different_solvers( + mock_show, calisto_robust, example_spaceport_env, solver_method +): + """Test that the flight class is working as intended with different solver + methods. This basically calls the all_info() method and checks if it returns + None. It is not testing if the values are correct, but whether the method is + working without errors. + + Parameters + ---------- + mock_show : unittest.mock.MagicMock + Mock object to replace matplotlib.pyplot.show + calisto_robust : rocketpy.Rocket + Rocket to be simulated. See the conftest.py file for more info. + example_spaceport_env : rocketpy.Environment + Environment to be simulated. See the conftest.py file for more info. + solver_method : str + The solver method to be used in the simulation. """ - assert flight_calisto_robust.all_info() is None + test_flight = Flight( + environment=example_spaceport_env, + rocket=calisto_robust, + rail_length=5.2, + inclination=85, + heading=0, + terminate_on_apogee=False, + ode_solver=solver_method, + ) + assert test_flight.all_info() is None @pytest.mark.slow @@ -191,7 +232,7 @@ def test_export_pressures(flight_calisto_robust): @patch("matplotlib.pyplot.show") def test_hybrid_motor_flight( - mock_show, calisto_hybrid_modded + mock_show, flight_calisto_hybrid_modded ): # pylint: disable=unused-argument """Test the flight of a rocket with a hybrid motor. This test only validates that a flight simulation can be performed with a hybrid motor; it does not @@ -201,24 +242,15 @@ def test_hybrid_motor_flight( ---------- mock_show : unittest.mock.MagicMock Mock object to replace matplotlib.pyplot.show - calisto_hybrid_modded : rocketpy.Rocket - Sample rocket to be simulated. See the conftest.py file for more info. + flight_calisto_hybrid_modded : rocketpy.Flight + Sample Flight to be tested. See the conftest.py file for more info. """ - test_flight = Flight( - rocket=calisto_hybrid_modded, - environment=Environment(), - rail_length=5, - inclination=85, - heading=0, - max_time_step=0.25, - ) - - assert test_flight.all_info() is None + assert flight_calisto_hybrid_modded.all_info() is None @patch("matplotlib.pyplot.show") def test_liquid_motor_flight( - mock_show, calisto_liquid_modded + mock_show, flight_calisto_liquid_modded ): # pylint: disable=unused-argument """Test the flight of a rocket with a liquid motor. This test only validates that a flight simulation can be performed with a liquid motor; it does not @@ -228,19 +260,10 @@ def test_liquid_motor_flight( ---------- mock_show : unittest.mock.MagicMock Mock object to replace matplotlib.pyplot.show - calisto_liquid_modded : rocketpy.Rocket - Sample Rocket to be simulated. See the conftest.py file for more info. + flight_calisto_liquid_modded : rocketpy.Flight + Sample Flight to be tested. See the conftest.py file for more info. """ - test_flight = Flight( - rocket=calisto_liquid_modded, - environment=Environment(), - rail_length=5, - inclination=85, - heading=0, - max_time_step=0.25, - ) - - assert test_flight.all_info() is None + assert flight_calisto_liquid_modded.all_info() is None @pytest.mark.slow diff --git a/tests/unit/test_aero_surfaces.py b/tests/unit/test_aero_surfaces.py index 5258814db..a59820b5f 100644 --- a/tests/unit/test_aero_surfaces.py +++ b/tests/unit/test_aero_surfaces.py @@ -1,3 +1,5 @@ +from unittest.mock import patch + import pytest from rocketpy import NoseCone @@ -71,3 +73,69 @@ def test_powerseries_nosecones_setters(power, invalid_power, new_power): expected_k = (2 * new_power) / ((2 * new_power) + 1) assert pytest.approx(test_nosecone.k) == expected_k + + +@patch("matplotlib.pyplot.show") +def test_elliptical_fins_draw( + mock_show, elliptical_fin_set +): # pylint: disable=unused-argument + assert elliptical_fin_set.plots.draw(filename=None) is None + + +def test_nose_cone_info(calisto_nose_cone): + assert calisto_nose_cone.info() is None + + +@patch("matplotlib.pyplot.show") +def test_nose_cone_draw( + mock_show, calisto_nose_cone +): # pylint: disable=unused-argument + assert calisto_nose_cone.draw(filename=None) is None + + +def test_trapezoidal_fins_info(calisto_trapezoidal_fins): + assert calisto_trapezoidal_fins.info() is None + + +def test_trapezoidal_fins_tip_chord_setter(calisto_trapezoidal_fins): + calisto_trapezoidal_fins.tip_chord = 0.1 + assert calisto_trapezoidal_fins.tip_chord == 0.1 + + +def test_trapezoidal_fins_root_chord_setter(calisto_trapezoidal_fins): + calisto_trapezoidal_fins.root_chord = 0.1 + assert calisto_trapezoidal_fins.root_chord == 0.1 + + +def test_trapezoidal_fins_sweep_angle_setter(calisto_trapezoidal_fins): + calisto_trapezoidal_fins.sweep_angle = 0.1 + assert calisto_trapezoidal_fins.sweep_angle == 0.1 + + +def test_trapezoidal_fins_sweep_length_setter(calisto_trapezoidal_fins): + calisto_trapezoidal_fins.sweep_length = 0.1 + assert calisto_trapezoidal_fins.sweep_length == 0.1 + + +def test_tail_info(calisto_tail): + assert calisto_tail.info() is None + + +def test_tail_length_setter(calisto_tail): + calisto_tail.length = 0.1 + assert calisto_tail.length == 0.1 + + +def test_tail_rocket_radius_setter(calisto_tail): + calisto_tail.rocket_radius = 0.1 + assert calisto_tail.rocket_radius == 0.1 + + +def test_tail_bottom_radius_setter(calisto_tail): + calisto_tail.bottom_radius = 0.1 + assert calisto_tail.bottom_radius == 0.1 + + +def test_tail_top_radius_setter(calisto_tail): + calisto_tail.top_radius = 0.1 + assert calisto_tail.top_radius == 0.1 diff --git a/tests/unit/test_flight_time_nodes.py b/tests/unit/test_flight_time_nodes.py index dcdc11eff..20769b1f8 100644 --- a/tests/unit/test_flight_time_nodes.py +++ b/tests/unit/test_flight_time_nodes.py @@ -99,3 +99,13 @@ def test_time_node_lt(flight_calisto): node2 = flight_calisto.TimeNodes.TimeNode(2.0, [], [], []) assert node1 < node2 assert not node2 < node1 + + +def test_time_node_repr(flight_calisto): + node = flight_calisto.TimeNodes.TimeNode(1.0, [], [], []) + assert isinstance(repr(node), str) + + +def test_time_nodes_repr(flight_calisto): + time_nodes = flight_calisto.TimeNodes() + assert isinstance(repr(time_nodes), str) diff --git a/tests/unit/test_function.py b/tests/unit/test_function.py index df540c1ae..e138862c0 100644 --- a/tests/unit/test_function.py +++ b/tests/unit/test_function.py @@ -787,3 +787,107 @@ def test_low_pass_filter(alpha): f"The filtered value at index {i} is not the expected value. " f"Expected: {expected}, Actual: {filtered_func.source[i][1]}" ) + + +def test_average_function_ndarray(): + + dummy_function = Function( + source=[ + [0, 0], + [1, 1], + [2, 0], + [3, 1], + [4, 0], + [5, 1], + [6, 0], + [7, 1], + [8, 0], + [9, 1], + ], + inputs=["x"], + outputs=["y"], + ) + avg_function = dummy_function.average_function() + + assert isinstance(avg_function, Function) + assert np.isclose(avg_function(0), 0) + assert np.isclose(avg_function(9), 0.5) + + +def test_average_function_callable(): + + dummy_function = Function(lambda x: 2) + avg_function = dummy_function.average_function(lower=0) + + assert isinstance(avg_function, Function) + assert np.isclose(avg_function(1), 2) + assert np.isclose(avg_function(9), 2) + + +@pytest.mark.parametrize( + "lower, upper, sampling_frequency, window_size, step_size, remove_dc, only_positive", + [ + (0, 10, 100, 1, 0.5, True, True), + (0, 10, 100, 1, 0.5, True, False), + (0, 10, 100, 1, 0.5, False, True), + (0, 10, 100, 1, 0.5, False, False), + (0, 20, 200, 2, 1, True, True), + ], +) +def test_short_time_fft( + lower, upper, sampling_frequency, window_size, step_size, remove_dc, only_positive +): + """Test the short_time_fft method of the Function class. + + Parameters + ---------- + lower : float + Lower bound of the time range. + upper : float + Upper bound of the time range. + sampling_frequency : float + Sampling frequency at which to perform the Fourier transform. + window_size : float + Size of the window for the STFT, in seconds. + step_size : float + Step size for the window, in seconds. + remove_dc : bool + If True, the DC component is removed from each window before + computing the Fourier transform. + only_positive: bool + If True, only the positive frequencies are returned. + """ + # Generate a test signal + t = np.linspace(lower, upper, int((upper - lower) * sampling_frequency)) + signal = np.sin(2 * np.pi * 5 * t) # 5 Hz sine wave + func = Function(np.column_stack((t, signal))) + + # Perform STFT + stft_results = func.short_time_fft( + lower=lower, + upper=upper, + sampling_frequency=sampling_frequency, + window_size=window_size, + step_size=step_size, + remove_dc=remove_dc, + only_positive=only_positive, + ) + + # Check the results + assert isinstance(stft_results, list) + assert all(isinstance(f, Function) for f in stft_results) + + for f in stft_results: + assert f.get_inputs() == ["Frequency (Hz)"] + assert f.get_outputs() == ["Amplitude"] + assert f.get_interpolation_method() == "linear" + assert f.get_extrapolation_method() == "zero" + + frequencies = f.source[:, 0] + # amplitudes = f.source[:, 1] + + if only_positive: + assert np.all(frequencies >= 0) + else: + assert np.all(frequencies >= -sampling_frequency / 2) + assert np.all(frequencies <= sampling_frequency / 2) diff --git a/tests/unit/test_sensitivity.py b/tests/unit/test_sensitivity.py index 86f8a918c..af8c69ac7 100644 --- a/tests/unit/test_sensitivity.py +++ b/tests/unit/test_sensitivity.py @@ -1,13 +1,11 @@ +from unittest.mock import patch + import numpy as np import pytest from rocketpy.sensitivity import SensitivityModel -# TODO: for some weird reason, these tests are not passing in the CI, but -# passing locally. Need to investigate why. - -@pytest.mark.skip(reason="legacy test") def test_initialization(): parameters_names = ["param1", "param2"] target_variables_names = ["target1", "target2"] @@ -21,7 +19,6 @@ def test_initialization(): assert not model._fitted -@pytest.mark.skip(reason="legacy test") def test_set_parameters_nominal(): parameters_names = ["param1", "param2"] target_variables_names = ["target1", "target2"] @@ -35,8 +32,16 @@ def test_set_parameters_nominal(): assert model.parameters_info["param1"]["nominal_mean"] == 1.0 assert model.parameters_info["param2"]["nominal_sd"] == 0.2 + # check dimensions mismatch error raise + incorrect_nominal_mean = np.array([1.0]) + with pytest.raises(ValueError): + model.set_parameters_nominal(incorrect_nominal_mean, parameters_nominal_sd) + + incorrect_nominal_sd = np.array([0.1]) + with pytest.raises(ValueError): + model.set_parameters_nominal(parameters_nominal_mean, incorrect_nominal_sd) + -@pytest.mark.skip(reason="legacy test") def test_set_target_variables_nominal(): parameters_names = ["param1", "param2"] target_variables_names = ["target1", "target2"] @@ -49,9 +54,13 @@ def test_set_target_variables_nominal(): assert model.target_variables_info["target1"]["nominal_value"] == 10.0 assert model.target_variables_info["target2"]["nominal_value"] == 20.0 + # check dimensions mismatch error raise + incorrect_nominal_value = np.array([10.0]) + with pytest.raises(ValueError): + model.set_target_variables_nominal(incorrect_nominal_value) + -@pytest.mark.skip(reason="legacy test") -def test_fit_method(): +def test_fit_method_one_target(): parameters_names = ["param1", "param2"] target_variables_names = ["target1"] model = SensitivityModel(parameters_names, target_variables_names) @@ -65,7 +74,20 @@ def test_fit_method(): assert model.number_of_samples == 3 -@pytest.mark.skip(reason="legacy test") +def test_fit_method_multiple_target(): + parameters_names = ["param1", "param2"] + target_variables_names = ["target1", "target2"] + model = SensitivityModel(parameters_names, target_variables_names) + + parameters_matrix = np.array([[1.0, 2.0], [2.0, 3.0], [3.0, 4.0]]) + target_data = np.array([[10.0, 12.0, 14.0], [11.0, 13.0, 17.0]]).T + + model.fit(parameters_matrix, target_data) + + assert model._fitted + assert model.number_of_samples == 3 + + def test_fit_raises_error_on_mismatched_dimensions(): parameters_names = ["param1", "param2"] target_variables_names = ["target1"] @@ -78,7 +100,6 @@ def test_fit_raises_error_on_mismatched_dimensions(): model.fit(parameters_matrix, target_data) -@pytest.mark.skip(reason="legacy test") def test_check_conformity(): parameters_names = ["param1", "param2"] target_variables_names = ["target1", "target2"] @@ -90,7 +111,6 @@ def test_check_conformity(): model._SensitivityModel__check_conformity(parameters_matrix, target_data) -@pytest.mark.skip(reason="legacy test") def test_check_conformity_raises_error(): parameters_names = ["param1", "param2"] target_variables_names = ["target1", "target2"] @@ -101,3 +121,42 @@ def test_check_conformity_raises_error(): with pytest.raises(ValueError): model._SensitivityModel__check_conformity(parameters_matrix, target_data) + + parameters_matrix2 = np.array([[1.0, 2.0, 3.0], [2.0, 3.0, 4.0]]) + + with pytest.raises(ValueError): + model._SensitivityModel__check_conformity(parameters_matrix2, target_data) + + target_data2 = np.array([10.0, 12.0]) + + with pytest.raises(ValueError): + model._SensitivityModel__check_conformity(parameters_matrix, target_data2) + + target_variables_names = ["target1"] + model = SensitivityModel(parameters_names, target_variables_names) + + target_data = np.array([[10.0, 20.0], [12.0, 22.0], [14.0, 24.0]]) + + with pytest.raises(ValueError): + model._SensitivityModel__check_conformity(parameters_matrix, target_data) + + +@patch("matplotlib.pyplot.show") +def test_prints_and_plots(mock_show): # pylint: disable=unused-argument + parameters_names = ["param1", "param2"] + target_variables_names = ["target1"] + model = SensitivityModel(parameters_names, target_variables_names) + + parameters_matrix = np.array([[1.0, 2.0], [2.0, 3.0], [3.0, 4.0]]) + target_data = np.array([10.0, 12.0, 14.0]) + + # tests if an error is raised if summary is called before print + with pytest.raises(ValueError): + model.info() + + model.fit(parameters_matrix, target_data) + assert model.all_info() is None + + nominal_target = np.array([12.0]) + model.set_target_variables_nominal(nominal_target) + assert model.all_info() is None diff --git a/tests/unit/test_tank.py b/tests/unit/test_tank.py index a313caf20..95179ccfa 100644 --- a/tests/unit/test_tank.py +++ b/tests/unit/test_tank.py @@ -1,10 +1,13 @@ from math import isclose from pathlib import Path +from unittest.mock import patch import numpy as np import pytest import scipy.integrate as spi +from rocketpy.motors import TankGeometry + BASE_PATH = Path("./data/rockets/berkeley/") @@ -49,7 +52,7 @@ def test_mass_based_tank_fluid_mass(params, request): expected_gas_mass[:, 1], tank.gas_mass(expected_gas_mass[:, 0]), rtol=1e-1, - atol=1e-4, + atol=1e-3, ) @@ -355,3 +358,8 @@ def expected_gas_inertia(t): atol=1e-3, rtol=1e-2, ) + + +@patch("matplotlib.pyplot.show") +def test_tank_geometry_plots_info(mock_show): # pylint: disable=unused-argument + assert TankGeometry({(0, 5): 1}).plots.all() is None diff --git a/tests/unit/test_tools.py b/tests/unit/test_tools.py index 9b321ea0e..fcf67ad37 100644 --- a/tests/unit/test_tools.py +++ b/tests/unit/test_tools.py @@ -6,6 +6,7 @@ euler313_to_quaternions, find_roots_cubic_function, haversine, + tuple_handler, ) @@ -72,3 +73,30 @@ def test_cardanos_root_finding(): def test_haversine(lat0, lon0, lat1, lon1, expected_distance): distance = haversine(lat0, lon0, lat1, lon1) assert np.isclose(distance, expected_distance, rtol=1e-2) + + +@pytest.mark.parametrize( + "input_value, expected_output", + [ + (5, (0, 5)), + (3.5, (0, 3.5)), + ([7], (0, 7)), + ((8,), (0, 8)), + ([2, 4], (2, 4)), + ((1, 3), (1, 3)), + ], +) +def test_tuple_handler(input_value, expected_output): + assert tuple_handler(input_value) == expected_output + + +@pytest.mark.parametrize( + "input_value, expected_exception", + [ + ([1, 2, 3], ValueError), + ((4, 5, 6), ValueError), + ], +) +def test_tuple_handler_exceptions(input_value, expected_exception): + with pytest.raises(expected_exception): + tuple_handler(input_value) diff --git a/tests/unit/test_units.py b/tests/unit/test_units.py new file mode 100644 index 000000000..76cb7ed89 --- /dev/null +++ b/tests/unit/test_units.py @@ -0,0 +1,84 @@ +import pytest + +from rocketpy.units import conversion_factor, convert_temperature, convert_units + + +class TestConvertTemperature: + """Tests for the convert_temperature function.""" + + def test_convert_temperature_same_unit(self): + assert convert_temperature(300, "K", "K") == 300 + assert convert_temperature(27, "degC", "degC") == 27 + assert convert_temperature(80, "degF", "degF") == 80 + + def test_convert_temperature_kelvin_to_celsius(self): + assert convert_temperature(300, "K", "degC") == pytest.approx(26.85, rel=1e-2) + + def test_convert_temperature_kelvin_to_fahrenheit(self): + assert convert_temperature(300, "K", "degF") == pytest.approx(80.33, rel=1e-2) + + def test_convert_temperature_celsius_to_kelvin(self): + assert convert_temperature(27, "degC", "K") == pytest.approx(300.15, rel=1e-2) + + def test_convert_temperature_celsius_to_fahrenheit(self): + assert convert_temperature(27, "degC", "degF") == pytest.approx(80.6, rel=1e-2) + + def test_convert_temperature_fahrenheit_to_kelvin(self): + assert convert_temperature(80, "degF", "K") == pytest.approx(299.817, rel=1e-2) + + def test_convert_temperature_fahrenheit_to_celsius(self): + assert convert_temperature(80, "degF", "degC") == pytest.approx(26.67, rel=1e-2) + + def test_convert_temperature_invalid_conversion(self): + with pytest.raises(ValueError): + convert_temperature(300, "K", "invalid_unit") + with pytest.raises(ValueError): + convert_temperature(300, "invalid_unit", "K") + + +class TestConversionFactor: + """Tests for the conversion_factor function.""" + + def test_conversion_factor_same_unit(self): + assert conversion_factor("m", "m") == 1 + assert conversion_factor("ft", "ft") == 1 + assert conversion_factor("s", "s") == 1 + + def test_conversion_factor_m_to_ft(self): + assert conversion_factor("m", "ft") == pytest.approx(3.28084, rel=1e-2) + + def test_conversion_factor_ft_to_m(self): + assert conversion_factor("ft", "m") == pytest.approx(0.3048, rel=1e-2) + + def test_conversion_factor_s_to_min(self): + assert conversion_factor("s", "min") == pytest.approx(1 / 60, rel=1e-2) + + def test_conversion_factor_min_to_s(self): + assert conversion_factor("min", "s") == pytest.approx(60, rel=1e-2) + + def test_conversion_factor_invalid_conversion(self): + with pytest.raises(ValueError): + conversion_factor("m", "invalid_unit") + with pytest.raises(ValueError): + conversion_factor("invalid_unit", "m") + + +class TestConvertUnits: + """Tests for the convert_units function.""" + + def test_convert_units_same_unit(self): + assert convert_units(300, "K", "K") == 300 + assert convert_units(27, "degC", "degC") == 27 + assert convert_units(80, "degF", "degF") == 80 + + def test_convert_units_kelvin_to_celsius(self): + assert convert_units(300, "K", "degC") == pytest.approx(26.85, rel=1e-2) + + def test_convert_units_kelvin_to_fahrenheit(self): + assert convert_units(300, "K", "degF") == pytest.approx(80.33, rel=1e-2) + + def test_convert_units_kilogram_to_pound(self): + assert convert_units(1, "kg", "lb") == pytest.approx(2.20462, rel=1e-2) + + def test_convert_units_kilometer_to_mile(self): + assert convert_units(1, "km", "mi") == pytest.approx(0.621371, rel=1e-2) diff --git a/tests/unit/test_utilities.py b/tests/unit/test_utilities.py index a6d1972a7..67cff10e3 100644 --- a/tests/unit/test_utilities.py +++ b/tests/unit/test_utilities.py @@ -178,3 +178,34 @@ def test_get_instance_attributes(flight_calisto_robust): assert np.allclose(attr, value) else: assert attr == value + + +@pytest.mark.parametrize( + "f, eps, expected", + [ + ([1.0, 1.0, 1.0, 2.0, 3.0], 1e-6, 0), + ([1.0, 1.0, 1.0, 2.0, 3.0], 1e-1, 0), + ([1.0, 1.1, 1.2, 2.0, 3.0], 1e-1, None), + ([1.0, 1.0, 1.0, 1.0, 1.0], 1e-6, 0), + ([1.0, 1.0, 1.0, 1.0, 1.0], 1e-1, 0), + ([1.0, 1.0, 1.0], 1e-6, 0), + ([1.0, 1.0], 1e-6, None), + ([1.0], 1e-6, None), + ([], 1e-6, None), + ], +) +def test_check_constant(f, eps, expected): + """Test if the function `check_constant` returns the correct index or None + for different scenarios. + + Parameters + ---------- + f : list or array + A list or array of numerical values. + eps : float + The tolerance level for comparing the elements. + expected : int or None + The expected result of the function. + """ + result = utilities.check_constant(f, eps) + assert result == expected