pax_global_header00006660000000000000000000000064146566274330014532gustar00rootroot0000000000000052 comment=9715ac81d26e50de5d64dc153523fcda572d990c openTSNE-1.0.2/000077500000000000000000000000001465662743300131655ustar00rootroot00000000000000openTSNE-1.0.2/.github/000077500000000000000000000000001465662743300145255ustar00rootroot00000000000000openTSNE-1.0.2/.github/ISSUE_TEMPLATE.md000066400000000000000000000001271465662743300172320ustar00rootroot00000000000000##### Expected behaviour ##### Actual behaviour ##### Steps to reproduce the behavioropenTSNE-1.0.2/.github/PULL_REQUEST_TEMPLATE.md000066400000000000000000000003311465662743300203230ustar00rootroot00000000000000##### Issue ##### Description of changes ##### Includes - [X] Code changes - [ ] Tests - [ ] Documentation openTSNE-1.0.2/.gitignore000066400000000000000000000001341465662743300151530ustar00rootroot00000000000000.idea/ venv/ build/ *.so *.egg-info/ __pycache__/ dist/ .ipynb_checkpoints/ .DS_STORE *.cpp openTSNE-1.0.2/CITATION.cff000066400000000000000000000030311465662743300150540ustar00rootroot00000000000000cff-version: 1.2.0 title: >- openTSNE: A Modular Python Library for t-SNE Dimensionality Reduction and Embedding message: If you use this software, please cite it using the metadata from this file. type: software authors: - given-names: Pavlin G. family-names: Poličar email: pavlin.policar@fri.uni-lj.si orcid: 'https://orcid.org/0000-0002-6462-9372' affiliation: University of Ljubljana - given-names: Martin family-names: Stražar orcid: 'https://orcid.org/0000-0003-3064-1055' affiliation: Broad Institute - given-names: Blaž family-names: Zupan orcid: 'https://orcid.org/0000-0002-5864-7056' affiliation: University of Ljubljana identifiers: - type: doi value: 10.18637/jss.v109.i03 - type: url value: https://www.jstatsoft.org/index.php/jss/article/view/v109i03 repository-code: 'https://github.com/pavlin-policar/openTSNE' abstract: >- One of the most popular techniques for visualizing large, high-dimensional data sets is t-distributed stochastic neighbor embedding (t-SNE). Recently, several extensions have been proposed to address scalability issues and the quality of the resulting visualizations. We introduce openTSNE, a modular Python library that implements the core t-SNE algorithm and its many extensions. The library is faster than existing implementations and can compute projections of data sets containing millions of data points in minutes. keywords: - t-SNE - embedding - visualization - dimensionality reduction - Python license: BSD-3-Clause openTSNE-1.0.2/LICENSE000066400000000000000000000027531465662743300142010ustar00rootroot00000000000000BSD 3-Clause License Copyright (c) 2018, Pavlin Poličar All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. * Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. openTSNE-1.0.2/MANIFEST.in000066400000000000000000000002131465662743300147170ustar00rootroot00000000000000recursive-include openTSNE/ *.py *.h *.c *.cpp *.pyx *.pxd include LICENSE include README.rst include docs/source/images/macosko_2015.png openTSNE-1.0.2/README.rst000066400000000000000000000144061465662743300146610ustar00rootroot00000000000000openTSNE ======== |Build Status| |ReadTheDocs Badge| |License Badge| openTSNE is a modular Python implementation of t-Distributed Stochasitc Neighbor Embedding (t-SNE) [1]_, a popular dimensionality-reduction algorithm for visualizing high-dimensional data sets. openTSNE incorporates the latest improvements to the t-SNE algorithm, including the ability to add new data points to existing embeddings [2]_, massive speed improvements [3]_ [4]_ [5]_, enabling t-SNE to scale to millions of data points and various tricks to improve global alignment of the resulting visualizations [6]_. .. figure:: docs/source/images/macosko_2015.png :alt: Macosko 2015 mouse retina t-SNE embedding :align: center A visualization of 44,808 single cell transcriptomes obtained from the mouse retina [7]_ embedded using the multiscale kernel trick to better preserve the global aligment of the clusters. - `Documentation `__ - `User Guide and Tutorial `__ - Examples: `basic `__, `advanced `__, `preserving global alignment `__, `embedding large data sets `__ - `Speed benchmarks `__ Installation ------------ openTSNE requires Python 3.8 or higher in order to run. Conda ~~~~~ openTSNE can be easily installed from ``conda-forge`` with :: conda install --channel conda-forge opentsne `Conda package `__ PyPi ~~~~ openTSNE is also available through ``pip`` and can be installed with :: pip install opentsne `PyPi package `__ Installing from source ~~~~~~~~~~~~~~~~~~~~~~ If you wish to install openTSNE from source, please run :: pip install . in the root directory to install the appropriate dependencies and compile the necessary binary files. Please note that openTSNE requires a C/C++ compiler to be available on the system. In order for openTSNE to utilize multiple threads, the C/C++ compiler must support ``OpenMP``. In practice, almost all compilers implement this with the exception of older version of ``clang`` on OSX systems. To squeeze the most out of openTSNE, you may also consider installing FFTW3 prior to installation. FFTW3 implements the Fast Fourier Transform, which is heavily used in openTSNE. If FFTW3 is not available, openTSNE will use numpy’s implementation of the FFT, which is slightly slower than FFTW. The difference is only noticeable with large data sets containing millions of data points. A hello world example --------------------- Getting started with openTSNE is very simple. First, we'll load up some data using scikit-learn .. code:: python from sklearn import datasets iris = datasets.load_iris() x, y = iris["data"], iris["target"] then, we'll import and run .. code:: python from openTSNE import TSNE embedding = TSNE().fit(x) Citation -------- If you make use of openTSNE for your work we would appreciate it if you would cite the paper .. code:: @article{Policar2024, title={openTSNE: A Modular Python Library for t-SNE Dimensionality Reduction and Embedding}, author={Poli{\v c}ar, Pavlin G. and Stra{\v z}ar, Martin and Zupan, Bla{\v z}}, journal={Journal of Statistical Software}, year={2024}, volume={109}, number={3}, pages={1–30}, doi={10.18637/jss.v109.i03}, url={https://www.jstatsoft.org/index.php/jss/article/view/v109i03} } openTSNE implements two efficient algorithms for t-SNE. Please consider citing the original authors of the algorithm that you use. If you use FIt-SNE (default), then the citation is [5]_ below, but if you use Barnes-Hut the citations are [3]_ and [4]_. References ---------- .. [1] Van Der Maaten, Laurens, and Hinton, Geoffrey. `“Visualizing data using t-SNE.” `__ Journal of Machine Learning Research 9.Nov (2008): 2579-2605. .. [2] Poličar, Pavlin G., Martin Stražar, and Blaž Zupan. `“Embedding to Reference t-SNE Space Addresses Batch Effects in Single-Cell Classification.” `__ Machine Learning (2021): 1-20. .. [3] Van Der Maaten, Laurens. `“Accelerating t-SNE using tree-based algorithms.” `__ Journal of Machine Learning Research 15.1 (2014): 3221-3245. .. [4] Yang, Zhirong, Jaakko Peltonen, and Samuel Kaski. `"Scalable optimization of neighbor embedding for visualization." `__ International Conference on Machine Learning. PMLR, 2013. .. [5] Linderman, George C., et al. `"Fast interpolation-based t-SNE for improved visualization of single-cell RNA-seq data." `__ Nature Methods 16.3 (2019): 243. .. [6] Kobak, Dmitry, and Berens, Philipp. `“The art of using t-SNE for single-cell transcriptomics.” `__ Nature Communications 10, 5416 (2019). .. [7] Macosko, Evan Z., et al. `“Highly parallel genome-wide expression profiling of individual cells using nanoliter droplets.” `__ Cell 161.5 (2015): 1202-1214. .. |Build Status| image:: https://dev.azure.com/pavlingp/openTSNE/_apis/build/status/Test?branchName=master :target: https://dev.azure.com/pavlingp/openTSNE/_build/latest?definitionId=1&branchName=master .. |ReadTheDocs Badge| image:: https://readthedocs.org/projects/opentsne/badge/?version=latest :target: https://opentsne.readthedocs.io/en/latest/?badge=latest :alt: Documentation Status .. |License Badge| image:: https://img.shields.io/badge/License-BSD%203--Clause-blue.svg :target: https://opensource.org/licenses/BSD-3-Clause openTSNE-1.0.2/azure-pipelines-release.yml000066400000000000000000000207521465662743300204500ustar00rootroot00000000000000variables: AZURE_BUILD: true MACOSX_DEPLOYMENT_TARGET: "10.12" # This should match the -mmacosx-version-min flag in setup.py trigger: tags: include: - v* pr: none jobs: - job: 'PackageWinOsx' timeoutInMinutes: 0 cancelTimeoutInMinutes: 10 displayName: 'Build wheels ::' pool: vmImage: $(image.name) strategy: matrix: osx - python39: image.name: 'macos-latest' python.version: '3.9' ciwb.build: cp39-macosx_universal2 ciwb.archs: universal2 osx - python310: image.name: 'macos-latest' python.version: '3.10' ciwb.build: cp310-macosx_universal2 ciwb.archs: universal2 osx - python311: image.name: 'macos-latest' python.version: '3.11' ciwb.build: cp311-macosx_universal2 ciwb.archs: universal2 osx - python312: image.name: 'macos-latest' python.version: '3.12' ciwb.build: cp312-macosx_universal2 ciwb.archs: universal2 windows - python39: image.name: 'windows-latest' python.version: '3.9' ciwb.build: cp39-win_amd64 ciwb.archs: AMD64 windows - python310: image.name: 'windows-latest' python.version: '3.10' ciwb.build: cp310-win_amd64 ciwb.archs: AMD64 windows - python311: image.name: 'windows-latest' python.version: '3.11' ciwb.build: cp311-win_amd64 ciwb.archs: AMD64 windows - python312: image.name: 'windows-latest' python.version: '3.12' ciwb.build: cp312-win_amd64 ciwb.archs: AMD64 steps: - task: UsePythonVersion@0 inputs: versionSpec: '$(python.version)' architecture: 'x64' displayName: 'Use Python $(python.version)' - script: env displayName: 'List enviromental variables' - script: python -m pip install cibuildwheel displayName: Installing build tools - script: python -m cibuildwheel --output-dir dist/ displayName: 'Build wheel' env: CIBW_BUILD: $(ciwb.build) CIBW_ARCHS: $(ciwb.archs) CIBW_BUILD_VERBOSITY: 1 # Since Python automatically adds `cwd` to `sys.path`, it's important we remove the local folder # containing our code from the working directory. Otherwise, the tests will use the local copy # instead of the installed package. We can easily achieve this by renaming the source folder. - bash: mv openTSNE src displayName: 'Remove source files from path' - bash: ls -lRh dist displayName: 'List built files' - bash: python -m pip install -v --force-reinstall --find-links=dist/ openTSNE displayName: 'Install wheel' - script: pip install pynndescent displayName: 'Install optional dependencies - pynndescent' - script: pip install hnswlib env: HNSWLIB_NO_NATIVE: 1 # -march=native is not available on clang, so just disable it displayName: 'Install optional dependencies - hnswlib' - bash: pip install pytest displayName: 'Install pytest' - bash: pip freeze -v displayName: 'List packages' - script: pytest -v timeoutInMinutes: 15 displayName: 'Run unit tests' - task: CopyFiles@2 condition: eq(variables['Agent.JobStatus'], 'Succeeded') inputs: contents: dist/** targetFolder: $(Build.ArtifactStagingDirectory) - task: PublishBuildArtifacts@1 condition: eq(variables['Agent.JobStatus'], 'Succeeded') inputs: artifactName: 'build' pathtoPublish: $(Build.ArtifactStagingDirectory) - job: 'PackageLinux' timeoutInMinutes: 0 cancelTimeoutInMinutes: 10 displayName: 'Build wheels :: linux -' pool: vmImage: 'ubuntu-latest' strategy: matrix: python39: python: '/opt/python/cp39-cp39/bin' python.version: '3.9' python310: python: '/opt/python/cp310-cp310/bin' python.version: '3.10' python311: python: '/opt/python/cp311-cp311/bin' python.version: '3.11' python312: python: '/opt/python/cp312-cp312/bin' python.version: '3.12' container: image: quay.io/pypa/manylinux2014_x86_64:latest options: -e PLAT=manylinux2014_x86_64 steps: - bash: ls -R /opt/python displayName: 'List available Python binaries' - script: $(python)/pip install --user build displayName: 'Installing build tools' - script: $(python)/python -m build -w -o wheelhouse/ . displayName: 'Build wheels' # Bundle external shared libraries into the wheels - script: | for whl in wheelhouse/openTSNE*.whl; do auditwheel show "$whl" auditwheel repair "$whl" --plat $PLAT -w wheelhouse/ done displayName: 'Repair wheels' # Since Python automatically adds `cwd` to `sys.path`, it's important we remove the local folder # containing our code from the working directory. Otherwise, the tests will use the local copy # instead of the installed package. We can easily achieve this by renaming the source folder. - bash: mv openTSNE src displayName: 'Remove source files from path' - bash: ls -lRh wheelhouse displayName: 'List built files' - script: $(python)/pip install -v --force-reinstall --find-links=wheelhouse/ openTSNE displayName: 'Install openTSNE wheel' - script: $(python)/pip install pynndescent displayName: 'Install optional dependencies - pynndescent' - script: $(python)/pip install hnswlib displayName: 'Install optional dependencies - hnswlib' - bash: $(python)/pip install --user pytest displayName: 'Install pytest' - bash: $(python)/pip freeze -v displayName: 'List packages' - script: $(python)/python -m pytest -v timeoutInMinutes: 15 displayName: 'Run unit tests' - bash: | mkdir -p dist cp wheelhouse/openTSNE*manylinux*.whl dist/ displayName: 'Copy files to dist folder' - task: CopyFiles@2 condition: eq(variables['Agent.JobStatus'], 'Succeeded') inputs: contents: dist/** targetFolder: $(Build.ArtifactStagingDirectory) - task: PublishBuildArtifacts@1 condition: eq(variables['Agent.JobStatus'], 'Succeeded') inputs: artifactName: 'build' pathtoPublish: $(Build.ArtifactStagingDirectory) - job: 'sdist' timeoutInMinutes: 0 cancelTimeoutInMinutes: 10 displayName: 'Package source distribution' pool: vmImage: 'ubuntu-latest' steps: - task: UsePythonVersion@0 displayName: 'Use Python 3.10' inputs: versionSpec: '3.10' - script: python -m pip install build displayName: Installing build tools - script: python -m build -v --outdir dist --sdist displayName: 'Build sdist' - bash: ls -lRh dist displayName: 'List built files' - bash: python -m pip -v install --no-binary openTSNE --find-links=dist/ openTSNE --no-cache displayName: 'Install package' - script: pip install pynndescent displayName: 'Install optional dependencies - pynndescent' - script: pip install hnswlib displayName: 'Install optional dependencies - hnswlib' # Since Python automatically adds `cwd` to `sys.path`, it's important we remove the local folder # containing our code from the working directory. Otherwise, the tests will use the local copy # instead of the installed package. We can easily achieve this by renaming the source folder. - bash: mv openTSNE src displayName: 'Remove source files from path' - bash: pip install pytest displayName: 'Install pytest' - bash: pip freeze -v displayName: 'List packages' - script: pytest -v timeoutInMinutes: 15 displayName: 'Run unit tests' - task: CopyFiles@2 condition: eq(variables['Agent.JobStatus'], 'Succeeded') inputs: contents: dist/** targetFolder: $(Build.ArtifactStagingDirectory) - task: PublishBuildArtifacts@1 condition: eq(variables['Agent.JobStatus'], 'Succeeded') inputs: artifactName: 'build' pathtoPublish: $(Build.ArtifactStagingDirectory) openTSNE-1.0.2/azure-pipelines.yml000066400000000000000000000051341465662743300170270ustar00rootroot00000000000000variables: AZURE_BUILD: true trigger: - master jobs: - job: 'Test' displayName: 'Unit tests' pool: vmImage: $(image.name) strategy: matrix: linux-python39: image.name: 'ubuntu-latest' python.version: '3.9' linux-python310: image.name: 'ubuntu-latest' python.version: '3.10' linux-python311: image.name: 'ubuntu-latest' python.version: '3.11' linux-python312: image.name: 'ubuntu-latest' python.version: '3.12' osx-python39: image.name: 'macos-latest' python.version: '3.9' osx-python310: image.name: 'macos-latest' python.version: '3.10' osx-python311: image.name: 'macos-latest' python.version: '3.11' osx-python312: image.name: 'macos-latest' python.version: '3.12' windows-python39: image.name: 'windows-latest' python.version: '3.9' windows-python310: image.name: 'windows-latest' python.version: '3.10' windows-python311: image.name: 'windows-latest' python.version: '3.11' windows-python312: image.name: 'windows-latest' python.version: '3.12' steps: - task: UsePythonVersion@0 inputs: versionSpec: '$(python.version)' architecture: 'x64' displayName: 'Use Python $(python.version)' - script: env displayName: 'List enviromental variables' - script: | python -m pip install --upgrade pip python -m pip install flake8 pytest python -m pip install numpy displayName: 'Install job dependencies' # stop the build if there are Python syntax errors or undefined names - script: flake8 . --count --select=E901,E999,F821,F822,F823 --show-source --statistics displayName: 'Check for syntax errors' - script: pip install -vv . displayName: 'Install package' - script: pip install pynndescent displayName: 'Install optional dependencies - pynndescent' - script: pip install hnswlib env: HNSWLIB_NO_NATIVE: 1 # -march=native is not available on clang, so just disable it displayName: 'Install optional dependencies - hnswlib' # Since Python automatically adds `cwd` to `sys.path`, it's important we remove the local folder # containing our code from the working directory. Otherwise, the tests will use the local copy # instead of the installed package. We can easily achieve this by renaming the source folder. - bash: mv openTSNE src displayName: 'Remove source files from path' - script: pytest -v timeoutInMinutes: 15 displayName: 'Run unit tests' openTSNE-1.0.2/benchmarks/000077500000000000000000000000001465662743300153025ustar00rootroot00000000000000openTSNE-1.0.2/benchmarks/.gitignore000066400000000000000000000000161465662743300172670ustar00rootroot00000000000000logs/ FIt-SNE openTSNE-1.0.2/benchmarks/__init__.py000066400000000000000000000000001465662743300174010ustar00rootroot00000000000000openTSNE-1.0.2/benchmarks/benchmark.ipynb000066400000000000000000006651031465662743300203120ustar00rootroot00000000000000{ "cells": [ { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from os import path, listdir\n", "import re\n", "from types import SimpleNamespace as simplenamespace\n", "\n", "import numpy as np\n", "import pandas as pd\n", "\n", "import matplotlib\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "atlas_train_all_neighbors\topenTSNEapprox_1000000.log\n", "FItSNE_1000000.log\t\topenTSNEapprox_100000.log\n", "FItSNE_100000.log\t\topenTSNEapprox_10000.log\n", "FItSNE_10000.log\t\topenTSNEapprox_1000.log\n", "FItSNE_1000.log\t\t\topenTSNEapprox_250000.log\n", "FItSNE_250000.log\t\topenTSNEapprox_500000.log\n", "FItSNE_500000.log\t\topenTSNEapprox_5000.log\n", "FItSNE_5000.log\t\t\topenTSNEapprox_750000.log\n", "FItSNE_750000.log\t\topenTSNEapprox8core_1000000.log\n", "FItSNE8core_1000000.log\t\topenTSNEapprox8core_100000.log\n", "FItSNE8core_100000.log\t\topenTSNEapprox8core_10000.log\n", "FItSNE8core_10000.log\t\topenTSNEapprox8core_1000.log\n", "FItSNE8core_1000.log\t\topenTSNEapprox8core_250000.log\n", "FItSNE8core_250000.log\t\topenTSNEapprox8core_500000.log\n", "FItSNE8core_500000.log\t\topenTSNEapprox8core_5000.log\n", "FItSNE8core_5000.log\t\topenTSNEapprox8core_750000.log\n", "FItSNE8core_750000.log\t\tsklearn_1000000.log\n", "MulticoreTSNE_1000000.log\tsklearn_100000.log\n", "MulticoreTSNE_100000.log\tsklearn_10000.log\n", "MulticoreTSNE_10000.log\t\tsklearn_1000.log\n", "MulticoreTSNE_1000.log\t\tsklearn_250000.log\n", "MulticoreTSNE_250000.log\tsklearn_500000.log\n", "MulticoreTSNE_500000.log\tsklearn_5000.log\n", "MulticoreTSNE_5000.log\t\tsklearn_750000.log\n", "MulticoreTSNE_750000.log\tUMAP_1000000.log\n", "MulticoreTSNE8core_1000000.log\tUMAP_100000.log\n", "MulticoreTSNE8core_100000.log\tUMAP_10000.log\n", "MulticoreTSNE8core_10000.log\tUMAP_1000.log\n", "MulticoreTSNE8core_1000.log\tUMAP_250000.log\n", "MulticoreTSNE8core_250000.log\tUMAP_500000.log\n", "MulticoreTSNE8core_500000.log\tUMAP_5000.log\n", "MulticoreTSNE8core_5000.log\tUMAP_750000.log\n", "MulticoreTSNE8core_750000.log\n" ] } ], "source": [ "!ls logs" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "LOG_DIR = path.join(path.abspath(\".\"), \"logs\")" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "n_points = [1000, 5000, 10_000, 100_000, 250_000, 500_000, 750_000, 1_000_000]" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "def make_regex_func(pattern, fname):\n", " \n", " def _wrapper(n_points):\n", " matches = [re.findall(pattern, line) for line in\n", " open(path.join(LOG_DIR, f\"{fname}_{n_points}.log\"))]\n", " matches = list(filter(len, matches))\n", " matches = list(map(lambda x: float(x[0]), matches))\n", "\n", " return np.array(matches)\n", " \n", " return _wrapper" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[228.33709931 225.79553986 226.98500681]\n" ] } ], "source": [ "parse_opentsne = make_regex_func(r\"openTSNE: Full (\\d+\\.\\d+)\", \"openTSNEapprox\")\n", "parse_opentsne_nn = make_regex_func(r\"openTSNE: NN search (\\d+\\.\\d+)\", \"openTSNEapprox\")\n", "parse_opentsne_optimization = make_regex_func(r\"openTSNE: Optimization (\\d+\\.\\d+)\", \"openTSNEapprox\")\n", "\n", "opentsne = simplenamespace(full=parse_opentsne, nn=parse_opentsne_nn, optim=parse_opentsne_optimization)\n", " \n", "print(opentsne.full(100000))" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[104.89250898 104.21664405 104.45669413]\n" ] } ], "source": [ "parse_opentsne8 = make_regex_func(r\"openTSNE: Full (\\d+\\.\\d+)\", \"openTSNEapprox8core\")\n", "parse_opentsne_nn8 = make_regex_func(r\"openTSNE: NN search (\\d+\\.\\d+)\", \"openTSNEapprox8core\")\n", "parse_opentsne_optimization8 = make_regex_func(r\"openTSNE: Optimization (\\d+\\.\\d+)\", \"openTSNEapprox8core\")\n", "\n", "opentsne8 = simplenamespace(full=parse_opentsne8, nn=parse_opentsne_nn8, optim=parse_opentsne_optimization8)\n", " \n", "print(opentsne8.full(100000))" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[177.11653399 176.98441291 177.97437263]\n" ] } ], "source": [ "parse_fitsne = make_regex_func(r\"FIt-SNE: (\\d+\\.\\d+)\", \"FItSNE\")\n", "parse_fitsne_nn = make_regex_func(r\"100\\% (\\d+\\.\\d+)\", \"FItSNE\")\n", "\n", "def parse_fitsne_optimization(n_points):\n", " full_times = parse_fitsne(n_points)\n", " nn_times = parse_fitsne_nn(n_points)\n", " return full_times - nn_times\n", "\n", "fitsne = simplenamespace(full=parse_fitsne, nn=parse_fitsne_nn, optim=parse_fitsne_optimization)\n", "\n", "print(fitsne.full(100000))" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[13.23060322 13.45884466 12.84704351]\n" ] } ], "source": [ "parse_fitsne8 = make_regex_func(r\"FIt-SNE: (\\d+\\.\\d+)\", \"FItSNE8core\")\n", "parse_fitsne_nn8 = make_regex_func(r\"100\\% (\\d+\\.\\d+)\", \"FItSNE8core\")\n", "\n", "def parse_fitsne_optimization8(n_points):\n", " full_times = parse_fitsne8(n_points)\n", " nn_times = parse_fitsne_nn8(n_points)\n", " return full_times - nn_times\n", "\n", "fitsne8 = simplenamespace(full=parse_fitsne8, nn=parse_fitsne_nn8, optim=parse_fitsne_optimization8)\n", "\n", "print(fitsne8.full(1000))" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[953.92509246 936.90797281 933.63834786]\n" ] } ], "source": [ "parse_multicore = make_regex_func(r\"Multicore t-SNE: (\\d+\\.\\d+)\", \"MulticoreTSNE\")\n", "parse_multicore_nn = make_regex_func(r\"Done in (\\d+\\.\\d+) seconds\", \"MulticoreTSNE\")\n", "parse_multicore_optimization = make_regex_func(r\"Fitting performed in (\\d+\\.\\d+) seconds\", \"MulticoreTSNE\")\n", "\n", "multicore = simplenamespace(full=parse_multicore, nn=parse_multicore_nn, optim=parse_multicore_optimization)\n", "\n", "print(multicore.full(100000))" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2.9090538 2.66580534 2.82796788]\n" ] } ], "source": [ "parse_multicore8 = make_regex_func(r\"Multicore t-SNE: (\\d+\\.\\d+)\", \"MulticoreTSNE8core\")\n", "parse_multicore_nn8 = make_regex_func(r\"Done in (\\d+\\.\\d+) seconds\", \"MulticoreTSNE8core\")\n", "parse_multicore_optimization8 = make_regex_func(r\"Fitting performed in (\\d+\\.\\d+) seconds\", \"MulticoreTSNE8core\")\n", "\n", "multicore8 = simplenamespace(full=parse_multicore8, nn=parse_multicore_nn8, optim=parse_multicore_optimization8)\n", "\n", "print(multicore8.full(1000))" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[65.73254728 66.63277197 67.05821729]\n" ] } ], "source": [ "parse_sklearn = make_regex_func(r\"scikit-learn t-SNE: (\\d+\\.\\d+)\", \"sklearn\")\n", "parse_sklearn_nn = make_regex_func(r\"neighbors for .* samples in (\\d+\\.\\d+)s\", \"sklearn\")\n", "\n", "def parse_sklearn_optimization(n_points):\n", " full_times = parse_sklearn(n_points)\n", " nn_times = parse_sklearn_nn(n_points)\n", " return full_times - nn_times\n", "\n", "sklearn = simplenamespace(full=parse_sklearn, nn=parse_sklearn_nn, optim=parse_sklearn_optimization)\n", "\n", "print(sklearn.full(10000))" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[25.80454087 21.35700297 21.26818299]\n" ] } ], "source": [ "parse_umap = make_regex_func(r\"UMAP: (\\d+\\.\\d+)\", \"UMAP\")\n", "\n", "umap = simplenamespace(full=parse_umap, nn=lambda *a, **kw: ..., optim=lambda *a, **kw: ...)\n", "\n", "print(umap.full(10000))" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/ppolicar/.local/lib/python3.7/site-packages/pandas/core/frame.py:6211: FutureWarning: Sorting because non-concatenation axis is not aligned. A future version\n", "of pandas will change to not sort by default.\n", "\n", "To accept the future behavior, pass 'sort=False'.\n", "\n", "To retain the current behavior and silence the warning, pass 'sort=True'.\n", "\n", " sort=sort)\n" ] } ], "source": [ "import warnings\n", "\n", "df = pd.DataFrame(columns=[\"time\", \"nn_time\", \"optim_time\", \"n_samples\", \"method\"])\n", "\n", "\n", "for method_name, method in [(\"openTSNE (1 core)\", opentsne),\n", " (\"openTSNE (8 cores)\", opentsne8),\n", " (\"MulticoreTSNE (1 core)\", multicore),\n", " (\"MulticoreTSNE (8 cores)\", multicore8),\n", " (\"FIt-SNE (1 core)\", fitsne),\n", " (\"FIt-SNE (8 cores)\", fitsne8),\n", " (\"scikit-learn (1 core)\", sklearn),\n", " (\"UMAP (1 core)\", umap)]:\n", " for n in n_points:\n", " try:\n", " tmp_df = pd.DataFrame({\n", " \"time\": method.full(n),\n", " #\"nn_time\": method.nn(n),\n", " #\"optim_time\": method.optim(n),\n", " })\n", " tmp_df[\"n_samples\"] = n\n", " tmp_df[\"method\"] = method_name\n", " \n", " df = df.append(tmp_df, ignore_index=True)\n", " \n", " except FileNotFoundError as e:\n", " warnings.warn(str(e))" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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methodn_samplesnn_timeoptim_timetime
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2openTSNE (1 core)1000NaNNaN21.724179
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" ], "text/plain": [ " method n_samples nn_time optim_time time\n", "0 openTSNE (1 core) 1000 NaN NaN 15.150531\n", "1 openTSNE (1 core) 1000 NaN NaN 28.151521\n", "2 openTSNE (1 core) 1000 NaN NaN 21.724179\n", "3 openTSNE (1 core) 5000 NaN NaN 30.766439\n", "4 openTSNE (1 core) 5000 NaN NaN 25.733601" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.head()" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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nn_timeoptim_timetime
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MulticoreTSNE (8 cores)1000003
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openTSNE (8 cores)1000003
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" ], "text/plain": [ " nn_time optim_time time\n", "method n_samples \n", "FIt-SNE (1 core) 1000 0 0 3\n", " 5000 0 0 3\n", " 10000 0 0 3\n", " 100000 0 0 3\n", " 250000 0 0 3\n", " 500000 0 0 3\n", " 750000 0 0 3\n", " 1000000 0 0 3\n", "FIt-SNE (8 cores) 1000 0 0 3\n", " 5000 0 0 3\n", " 10000 0 0 3\n", " 100000 0 0 3\n", " 250000 0 0 3\n", " 500000 0 0 3\n", " 750000 0 0 3\n", " 1000000 0 0 3\n", "MulticoreTSNE (1 core) 1000 0 0 3\n", " 5000 0 0 3\n", " 10000 0 0 3\n", " 100000 0 0 3\n", " 250000 0 0 3\n", " 500000 0 0 3\n", " 750000 0 0 3\n", " 1000000 0 0 3\n", "MulticoreTSNE (8 cores) 1000 0 0 3\n", " 5000 0 0 3\n", " 10000 0 0 3\n", " 100000 0 0 3\n", " 250000 0 0 3\n", " 500000 0 0 3\n", "... ... ... ...\n", "UMAP (1 core) 10000 0 0 3\n", " 100000 0 0 3\n", " 250000 0 0 3\n", " 500000 0 0 3\n", " 750000 0 0 3\n", " 1000000 0 0 3\n", "openTSNE (1 core) 1000 0 0 3\n", " 5000 0 0 3\n", " 10000 0 0 3\n", " 100000 0 0 3\n", " 250000 0 0 3\n", " 500000 0 0 3\n", " 750000 0 0 3\n", " 1000000 0 0 3\n", "openTSNE (8 cores) 1000 0 0 3\n", " 5000 0 0 3\n", " 10000 0 0 3\n", " 100000 0 0 3\n", " 250000 0 0 3\n", " 500000 0 0 3\n", " 750000 0 0 3\n", " 1000000 0 0 3\n", "scikit-learn (1 core) 1000 0 0 3\n", " 5000 0 0 3\n", " 10000 0 0 3\n", " 100000 0 0 3\n", " 250000 0 0 3\n", " 500000 0 0 3\n", " 750000 0 0 3\n", " 1000000 0 0 3\n", "\n", "[64 rows x 3 columns]" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.groupby([\"method\", \"n_samples\"]).count()" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "import seaborn as sns\n", "\n", "#sns.set(\"notebook\", \"whitegrid\")" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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methodn_samplesnn_timeoptim_timetimetime_min
0openTSNE (1 core)1000NaNNaN15.1505310.252509
1openTSNE (1 core)1000NaNNaN28.1515210.469192
2openTSNE (1 core)1000NaNNaN21.7241790.362070
3openTSNE (1 core)5000NaNNaN30.7664390.512774
4openTSNE (1 core)5000NaNNaN25.7336010.428893
\n", "
" ], "text/plain": [ " method n_samples nn_time optim_time time time_min\n", "0 openTSNE (1 core) 1000 NaN NaN 15.150531 0.252509\n", "1 openTSNE (1 core) 1000 NaN NaN 28.151521 0.469192\n", "2 openTSNE (1 core) 1000 NaN NaN 21.724179 0.362070\n", "3 openTSNE (1 core) 5000 NaN NaN 30.766439 0.512774\n", "4 openTSNE (1 core) 5000 NaN NaN 25.733601 0.428893" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df[\"time_min\"] = df[\"time\"] / 60\n", "df.head()" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 6))\n", "#g = sns.lineplot(x=\"n_samples\", y=\"time_min\", hue=\"method\", data=df, ax=ax)\n", "\n", "sns.despine(offset=20)\n", "\n", "ax.set_title(\"t-SNE implementation benchmarks\", loc=\"Left\", fontdict={\n", " \"fontsize\": \"13\"\n", "})\n", "ax.set_xlabel(\"$n$ samples\")\n", "ax.set_ylabel(\"Time (in minutes)\")\n", "\n", "ax.grid(color=\"0.9\", linestyle=\"--\", linewidth=1)\n", "\n", "# Lines\n", "d = df.groupby([\"method\", \"n_samples\"]).mean().reset_index()\n", "d_std = df.groupby([\"method\", \"n_samples\"]).std().reset_index()\n", "\n", "# openTSNE\n", "which = \"openTSNE (1 core)\"\n", "tmp = d[d[\"method\"] == which]\n", "tmp1 = d_std[d_std[\"method\"] == which]\n", "ax.plot(tmp[\"n_samples\"], tmp[\"time_min\"], c=\"#4C72B0\", label=which)\n", "ax.fill_between(tmp1[\"n_samples\"],\n", " tmp[\"time_min\"] + tmp1[\"time_min\"],\n", " tmp[\"time_min\"] - tmp1[\"time_min\"], alpha=0.25, color=\"#4C72B0\")\n", "\n", "which = \"openTSNE (8 cores)\"\n", "tmp = d[d[\"method\"] == which]\n", "tmp1 = d_std[d_std[\"method\"] == which]\n", "ax.plot(tmp[\"n_samples\"], tmp[\"time_min\"], c=\"#4C72B0\", linestyle=\"dashed\", label=which)\n", "ax.fill_between(tmp1[\"n_samples\"],\n", " tmp[\"time_min\"] + tmp1[\"time_min\"],\n", " tmp[\"time_min\"] - tmp1[\"time_min\"], alpha=0.25, color=\"#4C72B0\")\n", "\n", "# FIt-SNE\n", "which = \"FIt-SNE (1 core)\"\n", "tmp = d[d[\"method\"] == which]\n", "tmp1 = d_std[d_std[\"method\"] == which]\n", "ax.plot(tmp[\"n_samples\"], tmp[\"time_min\"], c=\"#DD8452\", label=which)\n", "ax.fill_between(tmp1[\"n_samples\"],\n", " tmp[\"time_min\"] + tmp1[\"time_min\"],\n", " tmp[\"time_min\"] - tmp1[\"time_min\"], alpha=0.25, color=\"#DD8452\")\n", "\n", "which = \"FIt-SNE (8 cores)\"\n", "tmp = d[d[\"method\"] == which]\n", "tmp1 = d_std[d_std[\"method\"] == which]\n", "ax.plot(tmp[\"n_samples\"], tmp[\"time_min\"], c=\"#DD8452\", linestyle=\"dashed\", label=which)\n", "ax.fill_between(tmp1[\"n_samples\"],\n", " tmp[\"time_min\"] + tmp1[\"time_min\"],\n", " tmp[\"time_min\"] - tmp1[\"time_min\"], alpha=0.25, color=\"#DD8452\")\n", "\n", "# MulticoreTSNE\n", "which = \"MulticoreTSNE (1 core)\"\n", "tmp = d[d[\"method\"] == which]\n", "tmp1 = d_std[d_std[\"method\"] == which]\n", "ax.plot(tmp[\"n_samples\"], tmp[\"time_min\"], c=\"#55A868\", label=which)\n", "ax.fill_between(tmp1[\"n_samples\"],\n", " tmp[\"time_min\"] + tmp1[\"time_min\"],\n", " tmp[\"time_min\"] - tmp1[\"time_min\"], alpha=0.25, color=\"#55A868\")\n", "\n", "which = \"MulticoreTSNE (8 cores)\"\n", "tmp = d[d[\"method\"] == which]\n", "tmp1 = d_std[d_std[\"method\"] == which]\n", "ax.plot(tmp[\"n_samples\"], tmp[\"time_min\"], c=\"#55A868\", linestyle=\"dashed\", label=which)\n", "ax.fill_between(tmp1[\"n_samples\"],\n", " tmp[\"time_min\"] + tmp1[\"time_min\"],\n", " tmp[\"time_min\"] - tmp1[\"time_min\"], alpha=0.25, color=\"#55A868\")\n", "\n", "# sklearn\n", "which = \"scikit-learn (1 core)\"\n", "tmp = d[d[\"method\"] == which]\n", "tmp1 = d_std[d_std[\"method\"] == which]\n", "ax.plot(tmp[\"n_samples\"], tmp[\"time_min\"], c=\"#C44E52\", label=which)\n", "ax.fill_between(tmp1[\"n_samples\"],\n", " tmp[\"time_min\"] + tmp1[\"time_min\"],\n", " tmp[\"time_min\"] - tmp1[\"time_min\"], alpha=0.25, color=\"#C44E52\")\n", "\n", "ax.set_xlim(0, 1_000_000)\n", "ax.set_ylim(0, 130)\n", "ax.set_yticks(range(0, 130, 15))\n", "\n", "ax.get_xaxis().set_major_formatter(matplotlib.ticker.FuncFormatter(\n", " lambda x, p: format(int(x), ',').replace(\",\", \".\")))\n", "\n", "handles, labels = ax.get_legend_handles_labels()\n", "ax.legend(frameon=False, loc='upper right')\n", "\n", "plt.savefig(\"benchmarks.png\", dpi=300, transparent=True)" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 6))\n", "#g = sns.lineplot(x=\"n_samples\", y=\"time_min\", hue=\"method\", data=df, ax=ax)\n", "\n", "sns.despine(offset=20)\n", "\n", "ax.set_title(\"t-SNE implementation benchmarks\", loc=\"Left\", fontdict={\n", " \"fontsize\": \"13\"\n", "})\n", "ax.set_xlabel(\"$n$ samples\")\n", "ax.set_ylabel(\"Time (in minutes)\")\n", "\n", "ax.grid(color=\"0.9\", linestyle=\"--\", linewidth=1)\n", "\n", "# Lines\n", "d = df.groupby([\"method\", \"n_samples\"]).mean().reset_index()\n", "d_std = df.groupby([\"method\", \"n_samples\"]).std().reset_index()\n", "\n", "# openTSNE\n", "which = \"openTSNE (1 core)\"\n", "tmp = d[d[\"method\"] == which]\n", "tmp1 = d_std[d_std[\"method\"] == which]\n", "ax.plot(tmp[\"n_samples\"], tmp[\"time_min\"], c=\"#4C72B0\", label=which)\n", "ax.fill_between(tmp1[\"n_samples\"],\n", " tmp[\"time_min\"] + tmp1[\"time_min\"],\n", " tmp[\"time_min\"] - tmp1[\"time_min\"], alpha=0.25, color=\"#4C72B0\")\n", "\n", "which = \"openTSNE (8 cores)\"\n", "tmp = d[d[\"method\"] == which]\n", "tmp1 = d_std[d_std[\"method\"] == which]\n", "ax.plot(tmp[\"n_samples\"], tmp[\"time_min\"], c=\"#4C72B0\", linestyle=\"dashed\", label=which)\n", "ax.fill_between(tmp1[\"n_samples\"],\n", " tmp[\"time_min\"] + tmp1[\"time_min\"],\n", " tmp[\"time_min\"] - tmp1[\"time_min\"], alpha=0.25, color=\"#4C72B0\")\n", "\n", "# FIt-SNE\n", "which = \"FIt-SNE (1 core)\"\n", "tmp = d[d[\"method\"] == which]\n", "tmp1 = d_std[d_std[\"method\"] == which]\n", "ax.plot(tmp[\"n_samples\"], tmp[\"time_min\"], c=\"#DD8452\", label=which)\n", "ax.fill_between(tmp1[\"n_samples\"],\n", " tmp[\"time_min\"] + tmp1[\"time_min\"],\n", " tmp[\"time_min\"] - tmp1[\"time_min\"], alpha=0.25, color=\"#DD8452\")\n", "\n", "which = \"FIt-SNE (8 cores)\"\n", "tmp = d[d[\"method\"] == which]\n", "tmp1 = d_std[d_std[\"method\"] == which]\n", "ax.plot(tmp[\"n_samples\"], tmp[\"time_min\"], c=\"#DD8452\", linestyle=\"dashed\", label=which)\n", "ax.fill_between(tmp1[\"n_samples\"],\n", " tmp[\"time_min\"] + tmp1[\"time_min\"],\n", " tmp[\"time_min\"] - tmp1[\"time_min\"], alpha=0.25, color=\"#DD8452\")\n", "\n", "# MulticoreTSNE\n", "which = \"MulticoreTSNE (1 core)\"\n", "tmp = d[d[\"method\"] == which]\n", "tmp1 = d_std[d_std[\"method\"] == which]\n", "ax.plot(tmp[\"n_samples\"], tmp[\"time_min\"], c=\"#55A868\", label=which)\n", "ax.fill_between(tmp1[\"n_samples\"],\n", " tmp[\"time_min\"] + tmp1[\"time_min\"],\n", " tmp[\"time_min\"] - tmp1[\"time_min\"], alpha=0.25, color=\"#55A868\")\n", "\n", "which = \"MulticoreTSNE (8 cores)\"\n", "tmp = d[d[\"method\"] == which]\n", "tmp1 = d_std[d_std[\"method\"] == which]\n", "ax.plot(tmp[\"n_samples\"], tmp[\"time_min\"], c=\"#55A868\", linestyle=\"dashed\", label=which)\n", "ax.fill_between(tmp1[\"n_samples\"],\n", " tmp[\"time_min\"] + tmp1[\"time_min\"],\n", " tmp[\"time_min\"] - tmp1[\"time_min\"], alpha=0.25, color=\"#55A868\")\n", "\n", "# sklearn\n", "#which = \"scikit-learn (1 core)\"\n", "#tmp = d[d[\"method\"] == which]\n", "#tmp1 = d_std[d_std[\"method\"] == which]\n", "#ax.plot(tmp[\"n_samples\"], tmp[\"time_min\"], c=\"#C44E52\", label=which)\n", "#ax.fill_between(tmp1[\"n_samples\"],\n", "# tmp[\"time_min\"] + tmp1[\"time_min\"],\n", "# tmp[\"time_min\"] - tmp1[\"time_min\"], alpha=0.25, color=\"#C44E52\")\n", "\n", "# UMAP\n", "which = \"UMAP (1 core)\"\n", "tmp = d[d[\"method\"] == which]\n", "tmp1 = d_std[d_std[\"method\"] == which]\n", "ax.plot(tmp[\"n_samples\"], tmp[\"time_min\"], c=\"#C44E52\", label=which)\n", "ax.fill_between(tmp1[\"n_samples\"],\n", " tmp[\"time_min\"] + tmp1[\"time_min\"],\n", " tmp[\"time_min\"] - tmp1[\"time_min\"], alpha=0.25, color=\"#C44E52\")\n", "\n", "ax.set_xlim(0, 1_000_000)\n", "ax.set_ylim(0, 130)\n", "ax.set_yticks(range(0, 130, 15))\n", "\n", "ax.get_xaxis().set_major_formatter(matplotlib.ticker.FuncFormatter(\n", " lambda x, p: format(int(x), ',').replace(\",\", \".\")))\n", "\n", "handles, labels = ax.get_legend_handles_labels()\n", "ax.legend(frameon=False, loc='upper right')\n", "\n", "#plt.savefig(\"benchmarks.png\", dpi=300, transparent=True)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 2 } openTSNE-1.0.2/benchmarks/benchmark.py000066400000000000000000000212211465662743300176040ustar00rootroot00000000000000"""Bencharking module Run something like this: Choose one of the available methods: --> openTSNENNDescent | openTSNEBH | openTSNEFFT_numpy | MulticoreTSNE | FItSNE | sklearn METHOD="openTSNEFFT_8core"; SAMPLE_SIZES=(1000 100000 250000 500000 750000 1000000); REPETITIONS=1; for size in ${SAMPLE_SIZES[@]}; do cmd="OMP_NUM_THREADS=8 NUMBA_NUM_THREADS=8 python benchmark.py $METHOD run_multiple --n-samples $size --n $REPETITIONS 2>&1 | tee -a logs/${METHOD}_${size}.log"; echo "$cmd"; eval "$cmd"; done; """ import gzip import pickle import time from os import path import fire import numpy as np from MulticoreTSNE import MulticoreTSNE as MulticoreTSNE_ from sklearn.manifold import TSNE as SKLTSNE from sklearn.utils import check_random_state import openTSNE import openTSNE.callbacks class TSNEBenchmark: perplexity = 30 learning_rate = 200 n_jobs = 1 def run(self, n_samples=1000, random_state=None): raise NotImplementedError() def run_multiple(self, n=5, n_samples=1000): for idx in range(n): self.run(n_samples=n_samples, random_state=idx) def load_data(self, n_samples=None): with gzip.open(path.join("data", "10x_mouse_zheng.pkl.gz"), "rb") as f: data = pickle.load(f) x, y = data["pca_50"], data["CellType1"] if n_samples is not None: indices = np.random.choice( list(range(x.shape[0])), n_samples, replace=False ) x, y = x[indices], y[indices] return x, y class openTSNENNDescent(TSNEBenchmark): def run(self, n_samples=1000, random_state=None): x, y = self.load_data(n_samples=n_samples) print("-" * 80) print("Random state", random_state) print("-" * 80, flush=True) random_state = check_random_state(random_state) start = time.time() start_aff = time.time() affinity = openTSNE.affinity.PerplexityBasedNN( x, perplexity=self.perplexity, method="pynndescent", n_jobs=self.n_jobs, random_state=random_state, verbose=True, ) print("openTSNE: NN search", time.time() - start_aff, flush=True) init = openTSNE.initialization.random( x, n_components=2, random_state=random_state, verbose=True ) start_optim = time.time() embedding = openTSNE.TSNEEmbedding( init, affinity, learning_rate=self.learning_rate, n_jobs=self.n_jobs, negative_gradient_method="fft", random_state=random_state, verbose=True, ) embedding.optimize(250, exaggeration=12, momentum=0.8, inplace=True) embedding.optimize(750, momentum=0.5, inplace=True) print("openTSNE: Optimization", time.time() - start_optim) print("openTSNE: Full", time.time() - start, flush=True) class openTSNENNDescent_8core(openTSNENNDescent): n_jobs = 8 class openTSNEBH(TSNEBenchmark): def run(self, n_samples=1000, random_state=None): x, y = self.load_data(n_samples=n_samples) print("-" * 80) print("Random state", random_state) print("-" * 80, flush=True) random_state = check_random_state(random_state) start = time.time() start_aff = time.time() affinity = openTSNE.affinity.PerplexityBasedNN( x, perplexity=self.perplexity, method="annoy", n_jobs=self.n_jobs, random_state=random_state, verbose=True, ) print("openTSNE: NN search", time.time() - start_aff, flush=True) init = openTSNE.initialization.random( x, n_components=2, random_state=random_state, verbose=True ) start_optim = time.time() embedding = openTSNE.TSNEEmbedding( init, affinity, learning_rate=self.learning_rate, n_jobs=self.n_jobs, negative_gradient_method="bh", random_state=random_state, verbose=True, ) embedding.optimize(250, exaggeration=12, momentum=0.8, inplace=True) embedding.optimize(750, momentum=0.5, inplace=True) print("openTSNE: Optimization", time.time() - start_optim) print("openTSNE: Full", time.time() - start, flush=True) class openTSNEBH_8core(openTSNEBH): n_jobs = 8 class openTSNEFFT(TSNEBenchmark): def run(self, n_samples=1000, random_state=None): x, y = self.load_data(n_samples=n_samples) print("-" * 80) print("Random state", random_state) print("-" * 80, flush=True) random_state = check_random_state(random_state) start = time.time() start_aff = time.time() affinity = openTSNE.affinity.PerplexityBasedNN( x, perplexity=self.perplexity, method="annoy", n_jobs=self.n_jobs, random_state=random_state, verbose=True, ) print("openTSNE: NN search", time.time() - start_aff, flush=True) init = openTSNE.initialization.random( x, n_components=2, random_state=random_state, verbose=True, ) start_optim = time.time() embedding = openTSNE.TSNEEmbedding( init, affinity, learning_rate=self.learning_rate, n_jobs=self.n_jobs, negative_gradient_method="fft", random_state=random_state, verbose=True, ) embedding.optimize(250, exaggeration=12, momentum=0.8, inplace=True) embedding.optimize(750, momentum=0.5, inplace=True) print("openTSNE: Optimization", time.time() - start_optim) print("openTSNE: Full", time.time() - start, flush=True) class openTSNEFFT_8core(openTSNEFFT): n_jobs = 8 class MulticoreTSNE(TSNEBenchmark): def run(self, n_samples=1000, random_state=None): x, y = self.load_data(n_samples=n_samples) print("-" * 80, flush=True) start = time.time() tsne = MulticoreTSNE_( early_exaggeration=12, learning_rate=self.learning_rate, perplexity=self.perplexity, n_jobs=self.n_jobs, angle=0.5, verbose=True, random_state=random_state, ) tsne.fit_transform(x) print("Multicore t-SNE:", time.time() - start, flush=True) class MulticoreTSNE_8core(MulticoreTSNE): n_jobs = 8 class FItSNE(TSNEBenchmark): def run(self, n_samples=1000, random_state=-1): import sys; sys.path.append("FIt-SNE") from fast_tsne import fast_tsne x, y = self.load_data(n_samples=n_samples) print("-" * 80) print("Random state", random_state) print("-" * 80, flush=True) if random_state == -1: init = openTSNE.initialization.random(x, n_components=2) else: init = openTSNE.initialization.random( x, n_components=2, random_state=random_state ) start = time.time() fast_tsne( x, map_dims=2, initialization=init, perplexity=self.perplexity, stop_early_exag_iter=250, early_exag_coeff=12, nthreads=self.n_jobs, seed=random_state, ) print("FIt-SNE:", time.time() - start, flush=True) class FItSNE_8core(FItSNE): n_jobs = 8 class sklearn(TSNEBenchmark): def run(self, n_samples=1000, random_state=None): x, y = self.load_data(n_samples=n_samples) print("-" * 80) print("Random state", random_state) print("-" * 80, flush=True) init = openTSNE.initialization.random( x, n_components=2, random_state=random_state ) start = time.time() SKLTSNE( early_exaggeration=12, learning_rate=self.learning_rate, angle=0.5, perplexity=self.perplexity, init=init, verbose=True, random_state=random_state, n_jobs=self.n_jobs, ).fit_transform(x) print("scikit-learn t-SNE:", time.time() - start, flush=True) class sklearn_8core(sklearn): n_jobs = 8 class UMAP(TSNEBenchmark): def run(self, n_samples=1000, random_state=None): import umap x, y = self.load_data(n_samples=n_samples) print("-" * 80) print("Random state", random_state) print("-" * 80, flush=True) start = time.time() umap.UMAP(random_state=random_state).fit_transform(x) print("UMAP:", time.time() - start, flush=True) class UMAP_8core(UMAP): n_jobs = 8 if __name__ == "__main__": fire.Fire() openTSNE-1.0.2/benchmarks/benchmark_nns.py000066400000000000000000000034071465662743300204700ustar00rootroot00000000000000import gzip import pickle from os import path from time import time import matplotlib.pyplot as plt import numpy as np import pandas as pd import seaborn as sns from openTSNE import nearest_neighbors from openTSNE import utils with utils.Timer("Loading data...", verbose=True): with gzip.open(path.join("data", "macosko_2015.pkl.gz"), "rb") as f: data = pickle.load(f) x = data["pca_50"] y, cluster_ids = data["CellType1"], data["CellType2"] results = [] n_reps = 5 for sample_size in range(1000, 8_001, 1000): print("Sample size:", sample_size) indices = np.random.choice(range(x.shape[0]), size=sample_size) sample = x[indices] for i in range(n_reps): start = time() nn = nearest_neighbors.BallTree(metric="euclidean", n_jobs=1) nn.build(sample, k=15) results.append(("Ball Tree (1 core)", sample_size, time() - start)) for i in range(n_reps): start = time() nn = nearest_neighbors.Annoy(metric="euclidean", n_jobs=1) nn.build(sample, k=15) results.append(("Annoy (1 core)", sample_size, time() - start)) for i in range(n_reps): start = time() nn = nearest_neighbors.BallTree(metric="euclidean", n_jobs=4) nn.build(sample, k=15) results.append(("Ball Tree (4 cores)", sample_size, time() - start)) for i in range(n_reps): start = time() nn = nearest_neighbors.Annoy(metric="euclidean", n_jobs=4) nn.build(sample, k=15) results.append(("Annoy (4 cores)", sample_size, time() - start)) df = pd.DataFrame(results, columns=["method", "size", "time"]) df.to_csv("benchmark_nns.csv") ax = sns.lineplot(data=df, x="size", y="time", hue="method") ax.set_ylim(0, ax.get_ylim()[1]) ax.legend(bbox_to_anchor=(1.1, 1)) plt.show() openTSNE-1.0.2/benchmarks/data/000077500000000000000000000000001465662743300162135ustar00rootroot00000000000000openTSNE-1.0.2/benchmarks/data/.gitignore000066400000000000000000000000241465662743300201770ustar00rootroot00000000000000* !.gitignore !.keepopenTSNE-1.0.2/benchmarks/macosko.py000066400000000000000000000021101465662743300173020ustar00rootroot00000000000000import gzip import pickle from os import path import openTSNE from openTSNE import utils with utils.Timer("Loading data...", verbose=True): with gzip.open(path.join("data", "macosko_2015.pkl.gz"), "rb") as f: data = pickle.load(f) x = data["pca_50"] y, cluster_ids = data["CellType1"], data["CellType2"] # import sys; sys.path.append("FIt-SNE") # from fast_tsne import fast_tsne # # with Timer("Running fast_tsne..."): # fast_tsne(x, nthreads=1) affinities = openTSNE.affinity.PerplexityBasedNN( x, perplexity=30, metric="cosine", method="approx", n_jobs=-1, random_state=0, verbose=True, ) init = openTSNE.initialization.spectral(affinities.P, verbose=True) embedding = openTSNE.TSNEEmbedding( init, affinities, negative_gradient_method="fft", n_jobs=-1, random_state=0, verbose=True, ) embedding.optimize(n_iter=250, exaggeration=12, momentum=0.5, inplace=True) embedding.optimize(n_iter=500, momentum=0.8, inplace=True) import matplotlib.pyplot as plt plt.scatter(embedding[:, 0], embedding[:, 1], s=1) plt.show() openTSNE-1.0.2/docs/000077500000000000000000000000001465662743300141155ustar00rootroot00000000000000openTSNE-1.0.2/docs/Makefile000066400000000000000000000011101465662743300155460ustar00rootroot00000000000000# Minimal makefile for Sphinx documentation # # You can set these variables from the command line. SPHINXOPTS = SPHINXBUILD = sphinx-build SOURCEDIR = source BUILDDIR = build # Put it first so that "make" without argument is like "make help". help: @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) .PHONY: help Makefile # Catch-all target: route all unknown targets to Sphinx using the new # "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). %: Makefile @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)openTSNE-1.0.2/docs/make.bat000066400000000000000000000013641465662743300155260ustar00rootroot00000000000000@ECHO OFF pushd %~dp0 REM Command file for Sphinx documentation if "%SPHINXBUILD%" == "" ( set SPHINXBUILD=sphinx-build ) set SOURCEDIR=source set BUILDDIR=build if "%1" == "" goto help %SPHINXBUILD% >NUL 2>NUL if errorlevel 9009 ( echo. echo.The 'sphinx-build' command was not found. Make sure you have Sphinx echo.installed, then set the SPHINXBUILD environment variable to point echo.to the full path of the 'sphinx-build' executable. Alternatively you echo.may add the Sphinx directory to PATH. echo. echo.If you don't have Sphinx installed, grab it from echo.http://sphinx-doc.org/ exit /b 1 ) %SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% goto end :help %SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% :end popd openTSNE-1.0.2/docs/requirements-doc.txt000066400000000000000000000000631465662743300201430ustar00rootroot00000000000000numpy sphinx sphinx-rtd-theme ipython scikit-learn openTSNE-1.0.2/docs/source/000077500000000000000000000000001465662743300154155ustar00rootroot00000000000000openTSNE-1.0.2/docs/source/api/000077500000000000000000000000001465662743300161665ustar00rootroot00000000000000openTSNE-1.0.2/docs/source/api/affinity.rst000066400000000000000000000003021465662743300205240ustar00rootroot00000000000000Affinity ======== .. automodule:: openTSNE.affinity :members: Affinities, PerplexityBasedNN, MultiscaleMixture, Multiscale, FixedSigmaNN, Uniform, PrecomputedAffinities :undoc-members: openTSNE-1.0.2/docs/source/api/callbacks.rst000066400000000000000000000002461465662743300206410ustar00rootroot00000000000000Callbacks ========= .. automodule:: openTSNE.callbacks .. autoclass:: Callback :members: optimization_about_to_start :special-members: __call__ openTSNE-1.0.2/docs/source/api/index.rst000066400000000000000000000003631465662743300200310ustar00rootroot00000000000000API Reference ============= .. toctree:: :maxdepth: 2 initialization affinity callbacks sklearn .. automodule:: openTSNE :members: TSNE, TSNEEmbedding, PartialTSNEEmbedding, OptimizationInterrupt :undoc-members: openTSNE-1.0.2/docs/source/api/initialization.rst000066400000000000000000000001741465662743300217510ustar00rootroot00000000000000Initialization ============== .. automodule:: openTSNE.initialization :members: pca, spectral, random, rescale, jitter openTSNE-1.0.2/docs/source/api/sklearn.rst000066400000000000000000000001311465662743300203520ustar00rootroot00000000000000sklearn ======= .. automodule:: openTSNE.sklearn :members: TSNE :undoc-members: openTSNE-1.0.2/docs/source/benchmarks.rst000066400000000000000000000136411465662743300202710ustar00rootroot00000000000000Benchmarks ========== Comparison to other t-SNE implementations ----------------------------------------- We benchmark openTSNE (v0.6.0) against three popular open-source implementations from scikit-learn (v0.24.2), MulticoreTSNE (v0.1), and FIt-SNE (v1.2.1). The benchmarks were run on a server-grade Intel Xeon E5-2650 processor. To generate benchmark data sets of different sizes, we subsampled data from the 10X Genomics 1.3 million mouse brain data set five times, resulting in five different data sets for each size. In total, we run each implementation on 30 different data sets. For each run, five separate datasets were generated by sampling from the 10X 1.3 Million Brain Cells dataset (available `here `_). We reduce the number of dimensions to 50 principal components, following the standard single-cell pipeline. Each t-SNE implementation was then run on every dataset using the following parameters: ``perplexity=30, learning_rate=200`` for 250 early exaggeration iterations with exaggeration 12 and 750 standard iterations with exaggeration 1. Other parameters were set to their default values. This was then repeated for different sample sizes (1,000, 100k, 250k, 500k, 750k, 1mln) resulting in 30 runs for each implementation. .. figure:: images/benchmarks.png :width: 100% :align: center We can immediately see the differences between the different t-SNE approximation schemes used by different algorithms. Both MulticoreTSNE and scikit-learn use the Barnes-Hut approximation by default with O(N log N) scaling. On the other hand, FIt-SNE and openTSNE both make use of the FIt-SNE approximation algorithm with linear time complexity, which is clearly visible from the figure. While the Python runtime inevtiably incurrs some overhead, making openTSNE slightly slower than FIt-SNE, both implementations have comparable runtimes. openTSNE makes this slight performance trade-off for the benefit of ease of installation and a much more flexible and familliar API. Comparison to UMAP ------------------------------- UMAP is another widely popular dimensionality reduction technique. We here benchmark openTSNE (v0.6.0) to umap-learn (v0.5.1), the most popular publicly available Python UMAP implementation. We use the same setup as before, downsampling the 10X Genomics mouse brain data set five times. Because UMAP makes use of numba and requires JIT compilation, we add an additional warmup run to ensure a fair comparison. Different from before, we run t-SNE with the default parameters, decreasing the number of total iterations to 750 and using the automatic learning rate. .. figure:: images/benchmarks-umap.png :width: 100% :align: center We see that while UMAP in indeed faster in the single-threaded case, openTSNE tends to perform much better in the multi-threaded scenario. This is likely due to the fact that the optimization phase of UMAP is not parallelizable, while openTSNE makes heavy use of parallelism in every stage of the algorithm. We see that for large data sets, openTSNE is almost twice as fast as UMAP with clear linear scaling. Somewhat surprising is the single-threaded UMAP trend. While it is clearly faster than openTSNE, the scaling does not appear to be linear, like the scaling exhibited by openTSNE, indicating that openTSNE may be faster than UMAP even in the single-threaded case for larger data sets. Another caveat is that for large data sets, it is highly recommended to increase the `exaggeration` parameter in t-SNE. This creates cleaner embeddings with good separation. These embeddings are fairly similar to the embeddings produced by UMAP. However, openTSNE actually runs `faster` when increasing the exaggeration. Therefore, in practice, the speed differences between openTSNE and UMAP are likely even greater. However, we run the algorithms here with default parameters to ensure a fair comparison. In practice, virtually every computer contains multiple cores. For example, consumer grade Intel i7 processors commonly have 8 cores, making the multi-threaded case more relevant to the majority of users. Caveats when running benchmarks ------------------------------- When running benchmarks on machines with multiple cores using Intel's Math Kernel Library (MKL), care must be taken to properly limit the number of threads available. The number of threads should be limited by setting the environmental variable ``OMP_NUM_THREADS=X``, where ``X`` is the number of threads. This is important when using a numpy distribution linked against the MKL. Both openTSNE and scikit-learn make heavy use of numpy. By default, the MKL will use all available cores by default, ignoring the user-defined ``n_jobs`` parameters. Failure to do so will allow MKL to use all available cores, resulting in an unfair comparison. Similarly, care must be taken when benchmarking against numba-dependent libraries e.g. umap-learn. In addition to specifying ``OMP_NUM_THREADS=X``, we must also specify the ``NUMBA_NUM_THREADS=X`` environmental variable. Failure to do so will allow numba to use all available cores, resulting in an unfair comparison. Additionally, each numba-dependent library should be run for a *warm-up* round so numba can perform its bytecode compilation without negatively affecting the benchmarks. Failure to do so will result in the first run being noticeably slower, skewing the overall results. Reproducibility --------------- All benchmarks were run on an Intel(R) Xeon(R) CPU E5-2650 v4 @ 2.20GHz processor. We also ran a subset of these benchmarks on a consumer-grade Intel Core i7-7700HQ processor found in laptop computers. The general trends were similar. All benchmarks were run using the provided benchmark script in the openTSNE repository ``openTSNE/benchmarks/benchmark.py``. The data set used can be found in the example notebooks. A direct link to the preprocessed pickled matrix file is available at ``http://file.biolab.si/opentsne/benchmark/10x_mouse_zheng.pkl.gz``. openTSNE-1.0.2/docs/source/conf.py000066400000000000000000000127121465662743300167170ustar00rootroot00000000000000# -*- coding: utf-8 -*- # # Configuration file for the Sphinx documentation builder. # # This file does only contain a selection of the most common options. For a # full list see the documentation: # http://www.sphinx-doc.org/en/master/config # -- Path setup -------------------------------------------------------------- # If extensions (or modules to document with autodoc) are in another directory, # add these directories to sys.path here. If the directory is relative to the # documentation root, use os.path.abspath to make it absolute, like shown here. import os import sys sys.path.insert(0, os.path.abspath('openTSNE')) # -- Project information ----------------------------------------------------- project = 'openTSNE' copyright = u'2023, Pavlin Poličar' author = u'Pavlin Poličar' # The short X.Y version version = '' # The full version, including alpha/beta/rc tags release = '1.0.0' # -- General configuration --------------------------------------------------- # If your documentation needs a minimal Sphinx version, state it here. # # needs_sphinx = '1.0' # Add any Sphinx extension module names here, as strings. They can be # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom # ones. extensions = [ 'sphinx.ext.autodoc', 'sphinx.ext.doctest', 'sphinx.ext.todo', 'sphinx.ext.mathjax', 'sphinx.ext.viewcode', 'sphinx.ext.napoleon', ] # Add any paths that contain templates here, relative to this directory. templates_path = ['_templates'] # The suffix(es) of source filenames. # You can specify multiple suffix as a list of string: # # source_suffix = ['.rst', '.md'] source_suffix = '.rst' # The master toctree document. master_doc = 'index' # The language for content autogenerated by Sphinx. Refer to documentation # for a list of supported languages. # # This is also used if you do content translation via gettext catalogs. # Usually you set "language" from the command line for these cases. language = None # List of patterns, relative to source directory, that match files and # directories to ignore when looking for source files. # This pattern also affects html_static_path and html_extra_path. exclude_patterns = [] # The name of the Pygments (syntax highlighting) style to use. pygments_style = 'sphinx' # -- Options for HTML output ------------------------------------------------- # The theme to use for HTML and HTML Help pages. See the documentation for # a list of builtin themes. # # html_theme = 'alabaster' html_theme = 'sphinx_rtd_theme' # Theme options are theme-specific and customize the look and feel of a theme # further. For a list of options available for each theme, see the # documentation. # # html_theme_options = {} # Add any paths that contain custom static files (such as style sheets) here, # relative to this directory. They are copied after the builtin static files, # so a file named "default.css" will overwrite the builtin "default.css". html_static_path = ['_static'] # Custom sidebar templates, must be a dictionary that maps document names # to template names. # # The default sidebars (for documents that don't match any pattern) are # defined by theme itself. Builtin themes are using these templates by # default: ``['localtoc.html', 'relations.html', 'sourcelink.html', # 'searchbox.html']``. # # html_sidebars = {} # -- Options for HTMLHelp output --------------------------------------------- # Output file base name for HTML help builder. htmlhelp_basename = 'openTSNEdoc' # -- Options for LaTeX output ------------------------------------------------ latex_elements = { # The paper size ('letterpaper' or 'a4paper'). # # 'papersize': 'letterpaper', # The font size ('10pt', '11pt' or '12pt'). # # 'pointsize': '10pt', # Additional stuff for the LaTeX preamble. # # 'preamble': '', # Latex figure (float) alignment # # 'figure_align': 'htbp', } # Grouping the document tree into LaTeX files. List of tuples # (source start file, target name, title, # author, documentclass [howto, manual, or own class]). latex_documents = [ (master_doc, 'openTSNE.tex', 'openTSNE Documentation', u'Pavlin Poličar', 'manual'), ] # -- Options for manual page output ------------------------------------------ # One entry per manual page. List of tuples # (source start file, name, description, authors, manual section). man_pages = [ (master_doc, 'opentsne', 'openTSNE Documentation', [author], 1) ] # -- Options for Texinfo output ---------------------------------------------- # Grouping the document tree into Texinfo files. List of tuples # (source start file, target name, title, author, # dir menu entry, description, category) texinfo_documents = [ (master_doc, 'openTSNE', 'openTSNE Documentation', author, 'openTSNE', 'One line description of project.', 'Miscellaneous'), ] # -- Options for Epub output ------------------------------------------------- # Bibliographic Dublin Core info. epub_title = project # The unique identifier of the text. This can be a ISBN number # or the project homepage. # # epub_identifier = '' # A unique identification for the text. # # epub_uid = '' # A list of files that should not be packed into the epub file. epub_exclude_files = ['search.html'] # -- Extension configuration ------------------------------------------------- # -- Options for todo extension ---------------------------------------------- # If true, `todo` and `todoList` produce output, else they produce nothing. todo_include_todos = True openTSNE-1.0.2/docs/source/examples/000077500000000000000000000000001465662743300172335ustar00rootroot00000000000000openTSNE-1.0.2/docs/source/examples/01_simple_usage/000077500000000000000000000000001465662743300222105ustar00rootroot00000000000000openTSNE-1.0.2/docs/source/examples/01_simple_usage/01_simple_usage.rst000066400000000000000000000125021465662743300257170ustar00rootroot00000000000000Simple usage ============ This notebook demonstrates basic usage of the *openTSNE* library. This is sufficient for almost all use-cases. .. code:: ipython3 from openTSNE import TSNE from examples import utils import numpy as np from sklearn.model_selection import train_test_split import matplotlib.pyplot as plt Load data --------- In most of the notebooks, we will be using the Macosko 2015 mouse retina data set. This is a fairly well-known and well explored data set in the single-cell literature making it suitable as an example. The preprocessed data set can be downloaded from http://file.biolab.si/opentsne/benchmark/macosko_2015.pkl.gz. .. code:: ipython3 import gzip import pickle with gzip.open("data/macosko_2015.pkl.gz", "rb") as f: data = pickle.load(f) x = data["pca_50"] y = data["CellType1"].astype(str) .. code:: ipython3 print("Data set contains %d samples with %d features" % x.shape) .. parsed-literal:: Data set contains 44808 samples with 50 features Create train/test split ----------------------- .. code:: ipython3 x_train, x_test, y_train, y_test = train_test_split(x, y, test_size=.33, random_state=42) .. code:: ipython3 print("%d training samples" % x_train.shape[0]) print("%d test samples" % x_test.shape[0]) .. parsed-literal:: 30021 training samples 14787 test samples Run t-SNE --------- We’ll first create an embedding on the training data. .. code:: ipython3 tsne = TSNE( perplexity=30, metric="euclidean", n_jobs=8, random_state=42, verbose=True, ) .. code:: ipython3 %time embedding_train = tsne.fit(x_train) .. parsed-literal:: -------------------------------------------------------------------------------- TSNE(early_exaggeration=12, n_jobs=8, random_state=42, verbose=True) -------------------------------------------------------------------------------- ===> Finding 90 nearest neighbors using Annoy approximate search using euclidean distance... --> Time elapsed: 8.82 seconds ===> Calculating affinity matrix... --> Time elapsed: 0.70 seconds ===> Calculating PCA-based initialization... --> Time elapsed: 0.21 seconds ===> Running optimization with exaggeration=12.00, lr=2501.75 for 250 iterations... Iteration 50, KL divergence 5.1633, 50 iterations in 2.5187 sec Iteration 100, KL divergence 5.0975, 50 iterations in 2.5269 sec Iteration 150, KL divergence 5.0648, 50 iterations in 2.5661 sec Iteration 200, KL divergence 5.0510, 50 iterations in 2.3758 sec Iteration 250, KL divergence 5.0430, 50 iterations in 2.4623 sec --> Time elapsed: 12.45 seconds ===> Running optimization with exaggeration=1.00, lr=30021.00 for 500 iterations... Iteration 50, KL divergence 3.0008, 50 iterations in 2.6407 sec Iteration 100, KL divergence 2.7927, 50 iterations in 3.9767 sec Iteration 150, KL divergence 2.6962, 50 iterations in 5.1542 sec Iteration 200, KL divergence 2.6384, 50 iterations in 6.5875 sec Iteration 250, KL divergence 2.5970, 50 iterations in 8.1932 sec Iteration 300, KL divergence 2.5673, 50 iterations in 9.5913 sec Iteration 350, KL divergence 2.5431, 50 iterations in 11.2144 sec Iteration 400, KL divergence 2.5244, 50 iterations in 11.6824 sec Iteration 450, KL divergence 2.5088, 50 iterations in 12.7052 sec Iteration 500, KL divergence 2.4950, 50 iterations in 14.4997 sec --> Time elapsed: 86.25 seconds CPU times: user 3min 13s, sys: 2.91 s, total: 3min 15s Wall time: 1min 53s .. code:: ipython3 utils.plot(embedding_train, y_train, colors=utils.MACOSKO_COLORS) .. image:: output_11_0.png Transform --------- openTSNE is currently the only library that allows embedding new points into an existing embedding. .. code:: ipython3 %time embedding_test = embedding_train.transform(x_test) .. parsed-literal:: ===> Finding 15 nearest neighbors in existing embedding using Annoy approximate search... --> Time elapsed: 3.54 seconds ===> Calculating affinity matrix... --> Time elapsed: 0.04 seconds ===> Running optimization with exaggeration=4.00, lr=0.10 for 0 iterations... --> Time elapsed: 0.00 seconds ===> Running optimization with exaggeration=1.50, lr=0.10 for 250 iterations... Iteration 50, KL divergence 213718.9013, 50 iterations in 0.4314 sec Iteration 100, KL divergence 212177.4468, 50 iterations in 0.4447 sec Iteration 150, KL divergence 211186.1793, 50 iterations in 0.4477 sec Iteration 200, KL divergence 210471.7728, 50 iterations in 0.4193 sec Iteration 250, KL divergence 209921.5693, 50 iterations in 0.4285 sec --> Time elapsed: 2.17 seconds CPU times: user 10.4 s, sys: 864 ms, total: 11.2 s Wall time: 6.72 s .. code:: ipython3 utils.plot(embedding_test, y_test, colors=utils.MACOSKO_COLORS) .. image:: output_14_0.png Together -------- We superimpose the transformed points onto the original embedding with larger opacity. .. code:: ipython3 fig, ax = plt.subplots(figsize=(8, 8)) utils.plot(embedding_train, y_train, colors=utils.MACOSKO_COLORS, alpha=0.25, ax=ax) utils.plot(embedding_test, y_test, colors=utils.MACOSKO_COLORS, alpha=0.75, ax=ax) .. image:: output_16_0.png openTSNE-1.0.2/docs/source/examples/01_simple_usage/output_11_0.png000066400000000000000000004442621465662743300250120ustar00rootroot00000000000000PNG  IHDRb6;9tEXtSoftwareMatplotlib version3.5.1, https://matplotlib.org/a pHYs  IDATxux?;-P +A-\dzA ~.l񢃆" ){wPRm*}>)b0L$;`@aT-}XUdQ&GHj 5g 98l( rGh t&) \=ܿ9O/ 'g[{Qqu= aE:88( !9p 5h<`0 h <t[_!E!00*p͌a݇sp"UWpKWG}e5?8FπM, 興v@D*Chk+(FE^A:9lp( F¨"`"'r¨z*BWrUo׹gQE^ dUv+03E(jr!PgfH "nQ56HuNsq0+xAd "`pWе~Q/y"#g;d0̕Fş r: W_"0=6YaFW l rN? 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| Z]w)IalB)uϬpy= ܨUH"-͠2 0"0v':Ptwo3-U׌({-5 )D s.EׅĘM((5lN k= G.ը.F PNAjS@Cj7 W"ç w0-[`T7=|BTF-\=?p>o0 h(2 cwb ?G! $DcR\7*d rI'hp!.Cu> (Z{:"7 pj$̲ir'S$Yg`c V j 0 cDam%l[=PiX6a9,ǢrӁ׃;}}LJ}Rgnm-tgQH]z 3J^ִD.9M:K"7=Ƭ0 0vg|06EP$Q2-H09*.QOA+QѶ|(Ͱln~#C=E7/ǀ{ܢ^OR۰N0 ح10 c }GUM(0%k[.7%C 1>^ٔk2 0"0BXUg >han"0V@I} Finding 90 nearest neighbors using Annoy approximate search using euclidean distance... --> Time elapsed: 8.72 seconds ===> Calculating affinity matrix... --> Time elapsed: 0.58 seconds CPU times: user 31 s, sys: 1.63 s, total: 32.7 s Wall time: 14.1 s **2. Generate initial coordinates for our embedding** .. code:: ipython3 %time init_train = initialization.pca(x_train, random_state=42) .. parsed-literal:: CPU times: user 742 ms, sys: 418 ms, total: 1.16 s Wall time: 213 ms **3. Construct the ``TSNEEmbedding`` object** .. code:: ipython3 embedding_train = TSNEEmbedding( init_train, affinities_train, negative_gradient_method="fft", n_jobs=8, verbose=True, ) **4. Optimize embedding** 1. Early exaggeration phase .. code:: ipython3 %time embedding_train_1 = embedding_train.optimize(n_iter=250, exaggeration=12) .. parsed-literal:: ===> Running optimization with exaggeration=12.00, lr=2501.75 for 250 iterations... Iteration 50, KL divergence 5.1633, 50 iterations in 2.3390 sec Iteration 100, KL divergence 5.0975, 50 iterations in 2.5052 sec Iteration 150, KL divergence 5.0648, 50 iterations in 2.3208 sec Iteration 200, KL divergence 5.0510, 50 iterations in 2.3077 sec Iteration 250, KL divergence 5.0430, 50 iterations in 2.3200 sec --> Time elapsed: 11.79 seconds CPU times: user 31.7 s, sys: 343 ms, total: 32.1 s Wall time: 11.9 s .. code:: ipython3 utils.plot(embedding_train_1, y_train, colors=utils.MACOSKO_COLORS) .. image:: output_18_0.png 2. Regular optimization .. code:: ipython3 %time embedding_train_2 = embedding_train_1.optimize(n_iter=500) .. parsed-literal:: ===> Running optimization with exaggeration=1.00, lr=30021.00 for 500 iterations... Iteration 50, KL divergence 3.0008, 50 iterations in 2.4008 sec Iteration 100, KL divergence 2.7927, 50 iterations in 3.6000 sec Iteration 150, KL divergence 2.6962, 50 iterations in 4.8722 sec Iteration 200, KL divergence 2.6384, 50 iterations in 6.0994 sec Iteration 250, KL divergence 2.5970, 50 iterations in 7.2336 sec Iteration 300, KL divergence 2.5673, 50 iterations in 8.3499 sec Iteration 350, KL divergence 2.5431, 50 iterations in 9.6641 sec Iteration 400, KL divergence 2.5244, 50 iterations in 10.8648 sec Iteration 450, KL divergence 2.5088, 50 iterations in 11.8919 sec Iteration 500, KL divergence 2.4950, 50 iterations in 13.4849 sec --> Time elapsed: 78.46 seconds CPU times: user 1min 58s, sys: 442 ms, total: 1min 58s Wall time: 1min 18s .. code:: ipython3 utils.plot(embedding_train_2, y_train, colors=utils.MACOSKO_COLORS) .. image:: output_21_0.png Transform --------- .. code:: ipython3 %%time embedding_test = embedding_train_2.prepare_partial(x_test) .. parsed-literal:: ===> Finding 90 nearest neighbors in existing embedding using Annoy approximate search... --> Time elapsed: 3.86 seconds ===> Calculating affinity matrix... --> Time elapsed: 0.17 seconds CPU times: user 10.8 s, sys: 713 ms, total: 11.5 s Wall time: 4.06 s .. code:: ipython3 utils.plot(embedding_test, y_test, colors=utils.MACOSKO_COLORS) .. image:: output_24_0.png .. code:: ipython3 %time embedding_test_1 = embedding_test.optimize(n_iter=250, learning_rate=0.1, exaggeration=1.5) .. parsed-literal:: ===> Running optimization with exaggeration=1.50, lr=0.10 for 250 iterations... Iteration 50, KL divergence 207802.1491, 50 iterations in 0.4943 sec Iteration 100, KL divergence 203381.3331, 50 iterations in 0.4801 sec Iteration 150, KL divergence 199053.2098, 50 iterations in 0.4745 sec Iteration 200, KL divergence 197220.9429, 50 iterations in 0.5029 sec Iteration 250, KL divergence 196404.5606, 50 iterations in 0.4917 sec --> Time elapsed: 2.44 seconds CPU times: user 7.87 s, sys: 113 ms, total: 7.98 s Wall time: 3.24 s .. code:: ipython3 utils.plot(embedding_test_1, y_test, colors=utils.MACOSKO_COLORS) .. image:: output_26_0.png Together -------- We superimpose the transformed points onto the original embedding with larger opacity. .. code:: ipython3 fig, ax = plt.subplots(figsize=(8, 8)) utils.plot(embedding_train_2, y_train, colors=utils.MACOSKO_COLORS, alpha=0.25, ax=ax) utils.plot(embedding_test_1, y_test, colors=utils.MACOSKO_COLORS, alpha=0.75, ax=ax) .. image:: output_28_0.png openTSNE-1.0.2/docs/source/examples/02_advanced_usage/output_18_0.png000066400000000000000000001625471465662743300253010ustar00rootroot00000000000000PNG  IHDRb6;9tEXtSoftwareMatplotlib version3.5.1, https://matplotlib.org/a pHYs  IDATxw\U?lf7o*! ,-,u@e\ *?tDEQP PЖNHHmӳL9?ss'˦d6<>;s˹3s{ޣX,bX>N X,b9PBbX,%CX!fX,Œ!X,bVY,bd+,bX2bbX, 1bX, abX,KBbX,%CX!fX,Œ!X,bVY,bd+,bX2bbX, 1bX, abX,KBbX,%CX!fX,Œ!X,bVY,bd+,bX2bbX, 1bX, ϴK:UHV)zδ=bItTjlzf bX064iF$:@+4@CX,eOc[P*]J)g"bXI #s5bX,b<5EOoΜ9blhҒQTFxÊ0b(X!f4W~[bX,64iUU@x!X,ŲױB̒14 @eX,^Ć&-W2k.2fbX,{uTeNM[t)yx[dX,KfB̒ *SBCUSOO2lbX,{δ *U <^c^ҟ{ì 4Nӓ5bX,mVca~ P*U0Y,ŲװB̲רR# RHM , hX,^ 4Ten|JUϴ-U2 )z"=3lbX,&oF +r*GWV|e5bX,aƖ#T dԒ Ur"NfY,Œ9GlK LȠ- T1? 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$i:#&X[uBv od"mjIf|j.![g}_Cd}i`=m'E`?$+3ƪ߱&IVĤVhF] {Ӏc9F: -DlGR\ENn^B? \]=hMWSH1I@h-Ni"g]@KALQ O?J$Ijⰾ$IRM b$I51I$ &IT$IRM b$I51I$ &IT$IRM b$I51I$ &IT$IRM b$I51I$ &IT$IRM b$I51I$ &IT$IRM b$I51I$ &IT^[FIENDB`openTSNE-1.0.2/docs/source/examples/03_preserving_global_structure/000077500000000000000000000000001465662743300253615ustar00rootroot0000000000000003_preserving_global_structure.rst000066400000000000000000000243531465662743300341710ustar00rootroot00000000000000openTSNE-1.0.2/docs/source/examples/03_preserving_global_structurePreserving global structure =========================== .. code:: ipython3 import gzip import pickle import numpy as np import openTSNE from examples import utils import matplotlib.pyplot as plt Load data --------- The preprocessed data set can be downloaded from http://file.biolab.si/opentsne/benchmark/macosko_2015.pkl.gz. .. code:: ipython3 %%time with gzip.open("data/macosko_2015.pkl.gz", "rb") as f: data = pickle.load(f) x = data["pca_50"] y = data["CellType1"].astype(str) .. parsed-literal:: CPU times: user 159 ms, sys: 43.7 ms, total: 203 ms Wall time: 203 ms .. code:: ipython3 print("Data set contains %d samples with %d features" % x.shape) .. parsed-literal:: Data set contains 44808 samples with 50 features To avoid constantly specifying colors in our plots, define a helper here. .. code:: ipython3 def plot(x, **kwargs): utils.plot(x, y, colors=utils.MACOSKO_COLORS, **kwargs) Easy improvements ----------------- Standard t-SNE, as implemented in most software packages, can be improved in several very easy ways that require virtually no effort in openTSNE, but can drastically improve the quality of the embedding. Standard t-SNE ~~~~~~~~~~~~~~ First, we’ll run t-SNE as it is implemented in most software packages. This will serve as a baseline comparison. .. code:: ipython3 %%time embedding_standard = openTSNE.TSNE( perplexity=30, initialization="random", metric="euclidean", n_jobs=8, random_state=3, ).fit(x) .. parsed-literal:: CPU times: user 3min 44s, sys: 2.81 s, total: 3min 47s Wall time: 2min 7s .. code:: ipython3 plot(embedding_standard) .. image:: output_10_0.png Using PCA initialization ~~~~~~~~~~~~~~~~~~~~~~~~ The first, easy improvement we can get is to “inject” some global structure into the initialization. The intialization dictates which regions points will appear in, so adding any global structure to the initilization can help. Note that this is the default in this implementation and the parameter can be omitted. .. code:: ipython3 %%time embedding_pca = openTSNE.TSNE( perplexity=30, initialization="pca", metric="euclidean", n_jobs=8, random_state=3, ).fit(x) .. parsed-literal:: CPU times: user 3min 37s, sys: 3.52 s, total: 3min 40s Wall time: 2min 1s .. code:: ipython3 plot(embedding_pca) .. image:: output_13_0.png Using cosine distance ~~~~~~~~~~~~~~~~~~~~~ Typically, t-SNE is used to create an embedding of high dimensional data sets. However, the notion of *Euclidean* distance breaks down in high dimensions and the *cosine* distance is far more appropriate. We can easily use the cosine distance by setting the ``metric`` parameter. .. code:: ipython3 %%time embedding_cosine = openTSNE.TSNE( perplexity=30, initialization="random", metric="cosine", n_jobs=8, random_state=3, ).fit(x) .. parsed-literal:: CPU times: user 3min 34s, sys: 2.54 s, total: 3min 37s Wall time: 1min 51s .. code:: ipython3 plot(embedding_cosine) .. image:: output_16_0.png Using PCA initialization and cosine distance ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Lastly, let’s see how our embedding looks with both the changes. .. code:: ipython3 %%time embedding_pca_cosine = openTSNE.TSNE( perplexity=30, initialization="pca", metric="cosine", n_jobs=8, random_state=3, ).fit(x) .. parsed-literal:: CPU times: user 3min 42s, sys: 3.38 s, total: 3min 45s Wall time: 2min .. code:: ipython3 plot(embedding_pca_cosine) .. image:: output_19_0.png Summary ~~~~~~~ .. code:: ipython3 fig, ax = plt.subplots(nrows=2, ncols=2, figsize=(12, 12)) plot(embedding_standard, title="Standard t-SNE", ax=ax[0, 0], draw_legend=False) plot(embedding_pca, title="PCA initialization", ax=ax[0, 1], draw_legend=False) plot(embedding_cosine, title="Cosine distance", ax=ax[1, 0], draw_legend=False) plot(embedding_pca_cosine, title="PCA initialization + Cosine distance", ax=ax[1, 1], draw_legend=False) plt.tight_layout() .. image:: output_21_0.png We can see that we’ve made a lot of progress already. We would like points of the same color to appear close to one another. This is not the case in standard t-SNE and t-SNE with cosine distance, because the green points appear on both the bottom and top of the embedding and the dark blue points appear on both the left and right sides. This is improved when using PCA initialization and better still when we use both PCA initialization and cosine distance. Using perplexity ---------------- Perplexity can be thought of as the trade-off parameter between preserving local and global structure. Lower values will emphasise local structure, while larger values will do a better job at preserving global structure. Perplexity: 30 ~~~~~~~~~~~~~~ .. code:: ipython3 plot(embedding_pca_cosine) .. image:: output_25_0.png Perplexity: 500 ~~~~~~~~~~~~~~~ .. code:: ipython3 %%time embedding_pca_cosine_500 = openTSNE.TSNE( perplexity=500, initialization="pca", metric="cosine", n_jobs=8, random_state=3, ).fit(x) .. parsed-literal:: CPU times: user 23min 9s, sys: 7.15 s, total: 23min 17s Wall time: 4min 58s .. code:: ipython3 plot(embedding_pca_cosine_500) .. image:: output_28_0.png Using different affinity models ------------------------------- We can take advantage of the observation above, and use combinations of perplexities to obtain better embeddings. In this section, we describe how to use the tricks described by Kobak and Berens in “The art of using t-SNE for single-cell transcriptomics”. While the publication focuses on t-SNE applications to single-cell data, the methods shown here are applicable to any data set. When dealing with large data sets, methods which compute large perplexities may be very slow. Please see the ``large_data_sets`` notebook for an example of how to obtain a good embedding for large data sets. Perplexity annealing ~~~~~~~~~~~~~~~~~~~~ The first trick we can use is to first optimize the embedding using a large perplexity to capture the global structure, then lower the perplexity to something smaller to emphasize the local structure. .. code:: ipython3 %%time embedding_annealing = openTSNE.TSNE( perplexity=500, metric="cosine", initialization="pca", n_jobs=8, random_state=3 ).fit(x) .. parsed-literal:: CPU times: user 23min 28s, sys: 6.7 s, total: 23min 35s Wall time: 5min 1s .. code:: ipython3 %time embedding_annealing.affinities.set_perplexities([50]) .. parsed-literal:: CPU times: user 3.35 s, sys: 233 ms, total: 3.59 s Wall time: 1.33 s .. code:: ipython3 %time embedding_annealing = embedding_annealing.optimize(250) .. parsed-literal:: CPU times: user 1min 26s, sys: 218 ms, total: 1min 26s Wall time: 46.5 s .. code:: ipython3 plot(embedding_annealing) .. image:: output_34_0.png Multiscale ~~~~~~~~~~ One problem when using a high perplexity value e.g. 500 is that some of the clusters start to mix with each other, making the separation less apparent. Instead of a typical Gaussian kernel, we can use a multiscale kernel which will account for two different perplexity values. This typically results in better separation of clusters while still keeping much of the global structure. .. code:: ipython3 %%time affinities_multiscale_mixture = openTSNE.affinity.Multiscale( x, perplexities=[50, 500], metric="cosine", n_jobs=8, random_state=3, ) .. parsed-literal:: CPU times: user 6min 15s, sys: 8.2 s, total: 6min 23s Wall time: 1min 23s .. code:: ipython3 %time init = openTSNE.initialization.pca(x, random_state=42) .. parsed-literal:: CPU times: user 1.12 s, sys: 872 ms, total: 1.99 s Wall time: 349 ms Now, we just optimize just like we would standard t-SNE. .. code:: ipython3 embedding_multiscale = openTSNE.TSNE(n_jobs=8).fit( affinities=affinities_multiscale_mixture, initialization=init, ) .. code:: ipython3 plot(embedding_multiscale) .. image:: output_40_0.png Summary ~~~~~~~ .. code:: ipython3 fig, ax = plt.subplots(nrows=2, ncols=2, figsize=(12, 12)) plot(embedding_pca_cosine, title="Perplexity 30", ax=ax[0, 0], draw_legend=False) plot(embedding_pca_cosine_500, title="Perplexity 500", ax=ax[0, 1], draw_legend=False) plot(embedding_annealing, title="Perplexity annealing: 50, 500", ax=ax[1, 0], draw_legend=False) plot(embedding_multiscale, title="Multiscale: 50, 500", ax=ax[1, 1], draw_legend=False) plt.tight_layout() .. image:: output_42_0.png Comparison to UMAP ------------------ .. code:: ipython3 from umap import UMAP from itertools import product .. parsed-literal:: /home/ppolicar/local/miniconda3/envs/tsne-paper/lib/python3.9/site-packages/tqdm/auto.py:22: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html from .autonotebook import tqdm as notebook_tqdm .. code:: ipython3 %%time embeddings = [] for n_neighbors, init in product([15, 200], ["random", "spectral"]): umap = UMAP(n_neighbors=n_neighbors, init=init, metric="cosine", random_state=3) embedding_umap = umap.fit_transform(x) embeddings.append((n_neighbors, init, embedding_umap)) .. parsed-literal:: CPU times: user 12min 5s, sys: 53.6 s, total: 12min 58s Wall time: 6min 34s .. code:: ipython3 fig, ax = plt.subplots(nrows=2, ncols=2, figsize=(12, 12)) plot(embeddings[0][2], title=f"k={embeddings[0][0]}, init={embeddings[0][1]}", ax=ax[0, 0], draw_legend=False) plot(embeddings[1][2], title=f"k={embeddings[1][0]}, init={embeddings[1][1]}", ax=ax[0, 1], draw_legend=False) plot(embeddings[2][2], title=f"k={embeddings[2][0]}, init={embeddings[2][1]}", ax=ax[1, 0], draw_legend=False) plot(embeddings[3][2], title=f"k={embeddings[3][0]}, init={embeddings[3][1]}", ax=ax[1, 1], draw_legend=False) plt.tight_layout() .. image:: output_46_0.png openTSNE-1.0.2/docs/source/examples/03_preserving_global_structure/output_10_0.png000066400000000000000000004472001465662743300301550ustar00rootroot00000000000000PNG  IHDRb6;9tEXtSoftwareMatplotlib version3.5.1, https://matplotlib.org/a pHYs  IDATxuU=I2q7| mdqh,,, ,d ,ˢ$,.aƝFC H !.xOm͗ }gius|a#+ G6sppppppp@pDa1 G6sppppppp@pDa1 G6sppppppp@pDa1 G6sppppppp@pDa1 G6sppppppp@pDa1 G6sppppppp@pDa1Mý!po˽|s{]X~Ik\BΆpoH¯\l5|4OO&Wkv \,e7Ͳ~ 9ZCS؜80 x x)T`poH+kF]/^:C-s76sppppp|up a78 88 'xlM;¯|G>ne찯6H){4x¯̮f&0T 6t]G{C*@ˌ7SXͮ+;會:%j|<s`4p"RWVænr 9ܮ*i>sM:MxHz٩3_(P=Zد @D:c,'T{Cj+Q{7 \ \.NsX i ,B/o_KeML}o\ < ZE|++@ " TMk7>ē J|ސ[W>መZÈ1Ѻ /]Ri'[ @dZSvt aǬ@km+# Xui@'QV\YU_We{ ¯ H&x2] ީٛ/~u=@sppppX kaa}UxvfI4Oۗ" D梹7䖌P4M;7V> )>"1+ڗ i2{yoI@B6k /ef}DƣXey2&kWf`&XVV\ސ&VEpo0um[NQ|Z,羓v@eG2[zT"v^;Fm?c߾7+pv_YH 9M,#Yԭ*|>(a )h})dJO kvA R@v7d 9]y=`a퓽jŊ9 V4G#]kXQWVn888880\ïpoH Z\u(V7 *xrv pb@Y3"?6TrB"M U#b!t)Dqe옕( `7DGk3;ѵ C )li]XEysv3E>^Fsv>wQ.x2jYm8EWV$ޏCԡ"!r 3v@ Z \RZtDjb@Į1 ŃMFl;CV` R])0`tc h`(RϖVU' Bu!I۽Aü!Ey.޲ݢ[u%yz_lD].YYrM[lU 9w<`m8" ?Rgޖh?}1,}S[EDj>p$rCzos[4G}Xݱ4mhą2E#9]'Ƿ\Ӯdyd ) iT"&jaQWf{CF.&"Wd5^{B 5 \`gD#j:"HCBX:2nUQ gŽ|6yDkC(fH`MV/yd†ݑJWE[}W]Q9sr<:7/mh^]ӂ%5FJcQN/fZuͳHNF4_88888lp1b*AD"DAJbo,EjHVG U-{ro +%]x)cb9(E4\hig.mbΎW kJHf#u[ ڒSն͜A=xZ/?G64]2Ե*$%ZM3f x-˩ )Fu"BZ ý! yvuwpI_slw-fHNKe԰,Z1H{eH͈PUUI;8?} Anɏiav3ǎ]b>ky\![_S~u6ޙ٨}l~HC!e^cd@z0t^Ym˥}n_4uQWpҊ4!5sl{)XT^~\ܜ;5DD2Pn{W0)Z#~n$RWOmInuLoz~6?'7l2ski?Ŗ_6oI?ilԛ9][fөt'K< ~D y󆬈tȥ~V U8&@^+G=EW$J?@PV[jqKj~7-"i9V(M݆\wYW۱gDw6 ƒcvLp̜I y>dLK"<;M ˺p" - l=wKʺ9+50wN6/gm:g Pe%.k:N L kaok+ʅ>kWa7vV(B+{ERobha J})"^Gnq(WX,Fh. `e—rS[(EODh*o`4"a[1Lm.rUGn]V1vwkj,2D|fx>Cm:..a9+j,&sW,--"OQԺH<A6K"rš}eכ` LkRa|b<܋\/.+XƖӶ73_-b%"@季OP?磟+\Pu֊%_;knysw#GOfdK.m=c> h_[X79ٴ#a5PW~UW !sA_{0 NjH74M@(y-AjQ "k@<8)WP,Z!rGCqod )r ~e?(@ݗ,֭d(_u"E`Hk]9C T{K'}wL=d@^M˒~ U4̩餅 sVߋA.H<~%L_k;:Gm8888ltpIސ{!y8زsth;fg g,R]WkeF n7()e Ň#5i$6cH`{y +7[|aH:x8)h@WҰ[׿^\6ҷz?d<M[|Riz )+*i^C&zBg>r呂πW[Sʟ=8\RWn*9888ltpI?>hh%w@*$D"d>ppoHR h.7{C`MD,Cfۣش)I ܖ<K{)(0oR߮@,#"oe$1a1JIJý!|z<ŝkjh^&'7 ##Y;6LN%bu YNsXk )J*i"YQ-vz<菔;'2D+@d/ >"}_ e0Ǘ 5CEAMN][ڻm>QۿVT,)ē&Ldkȍ/)hň̾TEV.]gmbNH%bsM},@SfU7t}6F1_  Bc;!t$"RMn!)c#7\ki!H9z l G1cM "??>dMͿw0I_8%]~- H%bU%xO}IA`sT"6:+;Z?݀V""(ms6RU–,EꞃjV_E\YV!@D)bfGQ׾jeߦ|t>ԡDf"k r*Ϯ3"WK,;_TcDZ-~5t3v'r9-hО"(zQk3mQE NW_RWl8888lpDambOPސÀ[Q`| \T3 DNC]Xv hDY0hgFC "yI6~ۈ|C2Q(: r pX_+P@ٯ K:; y$U ~r=ϐim㊖ h1DC4-qpppؘመZC_9)TOmRd#+I,Dy(ؾ="Th;BPGGOxJM1 b"JDf rΝwn ̟ߨ poHd7d8WQkڸ=D, ZYz9H ;)xM̏Fqq}RF9_7WӢK11I,ypԝ{!wqA1^)A1"p"rQD Mc@_|a;S4d#'تnn7;w;+g} 4Aqi͐`_EK,%ï=(A2ZJk~~eկ>YIqMVO[Ԣd#V62h*ʻּk +Q4&+ %ƾ_;ePnD-b6",EJS"sXo"^u*CB1\oHy@;dzsw6 Tŗyý!VЩ<9!07Fֻ ¯bnSm ]+w~MǬsѶNSWG Gvyc?ck^W" ]M.ZpoH+l?Ci%xQ :>BdlʝߋYţuAd[ uĵx2}4JnYOmЖJsSX}ħG;1DXD<^TapDac7m]HWD@("Qː"@_*eyH1;Tyt-GqSQY)p~ekݺE<ҀܓJV4 --PRU뿶x2}pppppp8"N0s G{܆HC r $_jeγ ~롉dP`~JqڴO:~]`ۂvͽgUaNq[7988j8"^ahU`0¯}{C6CcUyˮ 75z{uQ5#w ]2F 떃=ZŠS會څ#b8vyJVLZa<'0c)+G 떇؛ Ba) 7P5~#pDamh=¯|nuLx%>0JqMNy|T7ﰱ jbv[Cēh׀ Dl["F mʅ-yiV.D{8"p6 Xؾh˟P* 5*Ux2/99L7'Gœyʍ;棅 U_6sWaJG va6 6 8EaA_ ]F#oG'Ɠ@?֟:[5/f r~u6R4V8}+o@+t?4tu{mJtaS~11[5)01O%b GYk(\o4nA_pN u/ذ<`J["%u ӿ\upp-1w{_qpa Q*|l԰no:88lp&~8;dE2YJĆœ6hw6h'Kc[S7F pZ<9ڔ`;rr1㠡Sb(ACaj)1d$-~@Mc w]Jt? 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Iteration 50, KL divergence 8.0820, 50 iterations in 49.5503 sec Iteration 100, KL divergence 7.8989, 50 iterations in 52.9387 sec Iteration 150, KL divergence 7.8314, 50 iterations in 52.7589 sec Iteration 200, KL divergence 7.8026, 50 iterations in 53.2414 sec Iteration 250, KL divergence 7.7870, 50 iterations in 52.9956 sec --> Time elapsed: 261.49 seconds ===> Running optimization with exaggeration=1.00, lr=1306127.00 for 500 iterations... Iteration 50, KL divergence 5.7583, 50 iterations in 59.4852 sec Iteration 100, KL divergence 5.4506, 50 iterations in 60.9192 sec Iteration 150, KL divergence 5.2984, 50 iterations in 63.3280 sec Iteration 200, KL divergence 5.2018, 50 iterations in 65.2476 sec Iteration 250, KL divergence 5.1327, 50 iterations in 64.6718 sec Iteration 300, KL divergence 5.0798, 50 iterations in 66.1166 sec Iteration 350, KL divergence 5.0372, 50 iterations in 74.1704 sec Iteration 400, KL divergence 5.0017, 50 iterations in 78.6565 sec Iteration 450, KL divergence 4.9715, 50 iterations in 82.1395 sec Iteration 500, KL divergence 4.9456, 50 iterations in 92.5772 sec --> Time elapsed: 707.32 seconds CPU times: user 3h 41min 29s, sys: 10min 8s, total: 3h 51min 37s Wall time: 16min 14s .. code:: ipython3 plot(embedding_standard, y) .. image:: output_14_0.png This doesn’t look too great. The cluster separation is quite poor and the visualization is visually not very appealing. Using larger exaggeration ------------------------- Exaggeration can be used in order to get better separation between clusters. Let’s see if that helps. .. code:: ipython3 %%time embedding_exag = openTSNE.TSNE( exaggeration=4, n_jobs=32, verbose=True, ).fit(affinities=aff50, initialization=init) .. parsed-literal:: -------------------------------------------------------------------------------- TSNE(early_exaggeration=12, exaggeration=4, n_jobs=32, verbose=True) -------------------------------------------------------------------------------- ===> Running optimization with exaggeration=12.00, lr=108843.92 for 250 iterations... Iteration 50, KL divergence 8.0820, 50 iterations in 51.7397 sec Iteration 100, KL divergence 7.8994, 50 iterations in 54.2033 sec Iteration 150, KL divergence 7.8317, 50 iterations in 54.2117 sec Iteration 200, KL divergence 7.8020, 50 iterations in 55.0897 sec Iteration 50, KL divergence 6.9432, 50 iterations in 56.7796 sec Iteration 100, KL divergence 6.8014, 50 iterations in 57.5679 sec Iteration 150, KL divergence 6.7409, 50 iterations in 56.7147 sec Iteration 200, KL divergence 6.7068, 50 iterations in 56.3419 sec Iteration 250, KL divergence 6.6856, 50 iterations in 56.2568 sec Iteration 300, KL divergence 6.6712, 50 iterations in 56.5754 sec Iteration 350, KL divergence 6.6609, 50 iterations in 56.0285 sec Iteration 400, KL divergence 6.6529, 50 iterations in 55.7784 sec Iteration 450, KL divergence 6.6468, 50 iterations in 55.4943 sec Iteration 500, KL divergence 6.6425, 50 iterations in 55.6567 sec --> Time elapsed: 563.20 seconds CPU times: user 3h 51min 45s, sys: 9min 50s, total: 4h 1min 35s Wall time: 13min 57s .. code:: ipython3 plot(embedding_exag, y) .. image:: output_18_0.png The separation has improved quite a bit, but many clusters are still intertwined with others. Using a larger perplexity ------------------------- .. code:: ipython3 %%time embedding_aff500 = openTSNE.TSNE( n_jobs=32, verbose=True, ).fit(affinities=aff500, initialization=init) .. parsed-literal:: -------------------------------------------------------------------------------- TSNE(early_exaggeration=12, n_jobs=32, verbose=True) -------------------------------------------------------------------------------- ===> Running optimization with exaggeration=12.00, lr=108843.92 for 250 iterations... Iteration 50, KL divergence 5.9688, 50 iterations in 216.9035 sec Iteration 100, KL divergence 5.9218, 50 iterations in 218.9351 sec Iteration 150, KL divergence 5.8993, 50 iterations in 218.5032 sec Iteration 200, KL divergence 5.8900, 50 iterations in 223.6785 sec Iteration 250, KL divergence 5.8854, 50 iterations in 224.3249 sec --> Time elapsed: 1102.35 seconds ===> Running optimization with exaggeration=1.00, lr=1306127.00 for 500 iterations... Iteration 50, KL divergence 3.8664, 50 iterations in 237.2816 sec Iteration 100, KL divergence 3.6473, 50 iterations in 226.6633 sec Iteration 150, KL divergence 3.5520, 50 iterations in 235.5178 sec Iteration 200, KL divergence 3.4979, 50 iterations in 231.3676 sec Iteration 250, KL divergence 3.4621, 50 iterations in 240.6245 sec Iteration 300, KL divergence 3.4373, 50 iterations in 255.3066 sec Iteration 350, KL divergence 3.4183, 50 iterations in 241.8503 sec Iteration 400, KL divergence 3.4035, 50 iterations in 248.7666 sec Iteration 450, KL divergence 3.3922, 50 iterations in 251.1434 sec Iteration 500, KL divergence 3.3823, 50 iterations in 272.1862 sec --> Time elapsed: 2440.72 seconds CPU times: user 1d 2h 32min 21s, sys: 10min 19s, total: 1d 2h 42min 40s Wall time: 59min 32s .. code:: ipython3 plot(embedding_aff500, y) .. image:: output_22_0.png … with higher exaggeration -------------------------- .. code:: ipython3 %%time embedding_aff500_exag4 = openTSNE.TSNE( exaggeration=4, n_jobs=32, verbose=True, ).fit(affinities=aff500, initialization=init) .. parsed-literal:: -------------------------------------------------------------------------------- TSNE(early_exaggeration=12, exaggeration=4, n_jobs=32, verbose=True) -------------------------------------------------------------------------------- ===> Running optimization with exaggeration=12.00, lr=108843.92 for 250 iterations... Iteration 50, KL divergence 5.9688, 50 iterations in 215.2427 sec Iteration 100, KL divergence 5.9218, 50 iterations in 221.4924 sec Iteration 150, KL divergence 5.8993, 50 iterations in 218.4626 sec Iteration 200, KL divergence 5.8901, 50 iterations in 216.9501 sec Iteration 250, KL divergence 5.8855, 50 iterations in 217.3419 sec --> Time elapsed: 1089.49 seconds ===> Running optimization with exaggeration=4.00, lr=326531.75 for 500 iterations... Iteration 50, KL divergence 5.0544, 50 iterations in 216.4466 sec Iteration 100, KL divergence 4.9857, 50 iterations in 214.6171 sec Iteration 150, KL divergence 4.9611, 50 iterations in 214.4493 sec Iteration 200, KL divergence 4.9495, 50 iterations in 213.1030 sec Iteration 250, KL divergence 4.9430, 50 iterations in 214.2775 sec Iteration 300, KL divergence 4.9384, 50 iterations in 214.3649 sec Iteration 350, KL divergence 4.9351, 50 iterations in 213.4982 sec Iteration 400, KL divergence 4.9327, 50 iterations in 213.9199 sec Iteration 450, KL divergence 4.9306, 50 iterations in 213.1906 sec Iteration 500, KL divergence 4.9288, 50 iterations in 212.4853 sec --> Time elapsed: 2140.36 seconds CPU times: user 1d 1h 28min 18s, sys: 9min 56s, total: 1d 1h 38min 15s Wall time: 54min 23s .. code:: ipython3 plot(embedding_aff500_exag4, y) .. image:: output_25_0.png Initialize via downsampling --------------------------- We now perform the sample-transform trick we described above. Create train/test split ~~~~~~~~~~~~~~~~~~~~~~~ .. code:: ipython3 np.random.seed(0) .. code:: ipython3 indices = np.random.permutation(list(range(x.shape[0]))) reverse = np.argsort(indices) x_sample, x_rest = x[indices[:25000]], x[indices[25000:]] y_sample, y_rest = y[indices[:25000]], y[indices[25000:]] Create sample embedding ~~~~~~~~~~~~~~~~~~~~~~~ .. code:: ipython3 %%time sample_affinities = openTSNE.affinity.PerplexityBasedNN( x_sample, perplexity=500, n_jobs=32, random_state=0, verbose=True, ) .. parsed-literal:: ===> Finding 1500 nearest neighbors using Annoy approximate search using euclidean distance... --> Time elapsed: 15.41 seconds ===> Calculating affinity matrix... --> Time elapsed: 6.54 seconds CPU times: user 3min 39s, sys: 4.97 s, total: 3min 44s Wall time: 21.9 s .. code:: ipython3 %time sample_init = openTSNE.initialization.pca(x_sample, random_state=42) .. parsed-literal:: CPU times: user 5.35 s, sys: 657 ms, total: 6.01 s Wall time: 171 ms .. code:: ipython3 %time sample_embedding = openTSNE.TSNE(n_jobs=32, verbose=True).fit(affinities=sample_affinities, initialization=sample_init) .. parsed-literal:: -------------------------------------------------------------------------------- TSNE(early_exaggeration=12, n_jobs=32, verbose=True) -------------------------------------------------------------------------------- ===> Running optimization with exaggeration=12.00, lr=2083.33 for 250 iterations... Iteration 50, KL divergence 3.0347, 50 iterations in 4.0133 sec Iteration 100, KL divergence 3.0733, 50 iterations in 3.9727 sec Iteration 150, KL divergence 3.0691, 50 iterations in 4.0981 sec Iteration 200, KL divergence 3.0690, 50 iterations in 3.9779 sec Iteration 250, KL divergence 3.0690, 50 iterations in 3.9779 sec --> Time elapsed: 20.04 seconds ===> Running optimization with exaggeration=1.00, lr=25000.00 for 500 iterations... Iteration 50, KL divergence 1.1925, 50 iterations in 4.2847 sec Iteration 100, KL divergence 1.1550, 50 iterations in 4.4657 sec Iteration 150, KL divergence 1.1452, 50 iterations in 4.8737 sec Iteration 200, KL divergence 1.1407, 50 iterations in 5.5286 sec Iteration 250, KL divergence 1.1382, 50 iterations in 5.5675 sec Iteration 300, KL divergence 1.1366, 50 iterations in 5.9546 sec Iteration 350, KL divergence 1.1356, 50 iterations in 5.3339 sec Iteration 400, KL divergence 1.1349, 50 iterations in 5.9090 sec Iteration 450, KL divergence 1.1342, 50 iterations in 6.5074 sec Iteration 500, KL divergence 1.1339, 50 iterations in 5.7942 sec --> Time elapsed: 54.23 seconds CPU times: user 34min 13s, sys: 2min 15s, total: 36min 28s Wall time: 1min 14s .. code:: ipython3 plot(sample_embedding, y[indices[:25000]], alpha=0.5) .. image:: output_34_0.png Learn the full embedding ~~~~~~~~~~~~~~~~~~~~~~~~ .. code:: ipython3 %time rest_init = sample_embedding.prepare_partial(x_rest, k=1, perplexity=1/3) .. parsed-literal:: ===> Finding 1 nearest neighbors in existing embedding using Annoy approximate search... --> Time elapsed: 174.82 seconds ===> Calculating affinity matrix... --> Time elapsed: 0.67 seconds CPU times: user 4min 18s, sys: 32.3 s, total: 4min 51s Wall time: 2min 55s .. code:: ipython3 init_full = np.vstack((sample_embedding, rest_init))[reverse] .. code:: ipython3 plot(init_full, y) .. image:: output_38_0.png .. code:: ipython3 init_full = init_full / (np.std(init_full[:, 0]) * 10000) np.std(init_full, axis=0) .. parsed-literal:: array([1.00000000e-04, 1.06471542e-04]) .. code:: ipython3 embedding = openTSNE.TSNEEmbedding( init_full, aff50, n_jobs=32, verbose=True, random_state=42, ) .. code:: ipython3 %time embedding1 = embedding.optimize(n_iter=500, exaggeration=12) .. parsed-literal:: ===> Running optimization with exaggeration=12.00, lr=108843.92 for 500 iterations... Iteration 50, KL divergence 7.9326, 50 iterations in 48.9843 sec Iteration 100, KL divergence 7.8311, 50 iterations in 51.0335 sec Iteration 150, KL divergence 7.7772, 50 iterations in 51.2970 sec Iteration 200, KL divergence 7.7543, 50 iterations in 51.3436 sec Iteration 250, KL divergence 7.7423, 50 iterations in 51.4951 sec Iteration 300, KL divergence 7.7350, 50 iterations in 51.2477 sec Iteration 350, KL divergence 7.7299, 50 iterations in 51.5019 sec Iteration 400, KL divergence 7.7263, 50 iterations in 51.7564 sec Iteration 450, KL divergence 7.7237, 50 iterations in 51.6552 sec Iteration 500, KL divergence 7.7216, 50 iterations in 51.2847 sec --> Time elapsed: 511.60 seconds CPU times: user 2h 22min 35s, sys: 6min 28s, total: 2h 29min 4s Wall time: 8min 34s .. code:: ipython3 plot(embedding1, y) .. image:: output_42_0.png .. code:: ipython3 %time embedding2 = embedding1.optimize(n_iter=250, exaggeration=4) .. parsed-literal:: ===> Running optimization with exaggeration=4.00, lr=326531.75 for 250 iterations... Iteration 50, KL divergence 6.9325, 50 iterations in 55.0011 sec Iteration 100, KL divergence 6.8182, 50 iterations in 54.9294 sec Iteration 150, KL divergence 6.7678, 50 iterations in 54.4471 sec Iteration 200, KL divergence 6.7398, 50 iterations in 54.4368 sec Iteration 250, KL divergence 6.7219, 50 iterations in 53.8917 sec --> Time elapsed: 272.71 seconds CPU times: user 1h 13min 35s, sys: 3min 14s, total: 1h 16min 49s Wall time: 4min 34s .. code:: ipython3 plot(embedding2, y) .. image:: output_44_0.png .. code:: ipython3 %time embedding3 = embedding2.optimize(n_iter=250, exaggeration=4) .. parsed-literal:: ===> Running optimization with exaggeration=4.00, lr=326531.75 for 250 iterations... Iteration 50, KL divergence 6.7076, 50 iterations in 51.7026 sec Iteration 100, KL divergence 6.6960, 50 iterations in 51.7740 sec Iteration 150, KL divergence 6.6850, 50 iterations in 51.9709 sec Iteration 200, KL divergence 6.6749, 50 iterations in 51.9325 sec Iteration 250, KL divergence 6.6667, 50 iterations in 51.3449 sec --> Time elapsed: 258.73 seconds CPU times: user 1h 9min 44s, sys: 3min 14s, total: 1h 12min 58s Wall time: 4min 20s .. code:: ipython3 plot(embedding3, y) .. image:: output_46_0.png .. code:: ipython3 %time embedding4 = embedding3.optimize(n_iter=250, exaggeration=4) .. parsed-literal:: ===> Running optimization with exaggeration=4.00, lr=326531.75 for 250 iterations... Iteration 50, KL divergence 6.6604, 50 iterations in 51.5464 sec Iteration 100, KL divergence 6.6554, 50 iterations in 51.8160 sec Iteration 150, KL divergence 6.6514, 50 iterations in 51.7537 sec Iteration 200, KL divergence 6.6484, 50 iterations in 51.8397 sec Iteration 250, KL divergence 6.6455, 50 iterations in 51.6008 sec --> Time elapsed: 258.56 seconds CPU times: user 1h 11min 20s, sys: 3min 14s, total: 1h 14min 35s Wall time: 4min 20s .. code:: ipython3 plot(embedding4, y) .. image:: output_48_0.png Comparison to UMAP ------------------ .. code:: ipython3 from umap import UMAP .. parsed-literal:: /home/ppolicar/miniconda3/envs/tsne/lib/python3.10/site-packages/umap/distances.py:1063: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @numba.jit() /home/ppolicar/miniconda3/envs/tsne/lib/python3.10/site-packages/umap/distances.py:1071: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @numba.jit() /home/ppolicar/miniconda3/envs/tsne/lib/python3.10/site-packages/umap/distances.py:1086: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @numba.jit() /home/ppolicar/miniconda3/envs/tsne/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html from .autonotebook import tqdm as notebook_tqdm /home/ppolicar/miniconda3/envs/tsne/lib/python3.10/site-packages/umap/umap_.py:660: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @numba.jit() .. code:: ipython3 umap = UMAP(n_neighbors=15, min_dist=0.1, random_state=1) .. code:: ipython3 %time embedding_umap = umap.fit_transform(x) .. parsed-literal:: OMP: Info #276: omp_set_nested routine deprecated, please use omp_set_max_active_levels instead. .. parsed-literal:: CPU times: user 9h 39min 56s, sys: 1h 17min 49s, total: 10h 57min 45s Wall time: 1h 21min 7s .. code:: ipython3 plot(embedding_umap, y) .. image:: output_53_0.png openTSNE-1.0.2/docs/source/examples/04_large_data_sets/output_14_0.png000066400000000000000000011621221465662743300254550ustar00rootroot00000000000000PNG  IHDRO.@9tEXtSoftwareMatplotlib version3.7.1, https://matplotlib.org/  pHYs  IDATxwxW?gڭŖ[zbZL 5%,vY~@(K5S!'[eu);{l9$y=;sf$wEi1 `0 o=`0 `0<0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0 `0 S0f`0LA)UJ9q `>t%Kio=ó c R) `\ɴbxvaV dl~7`0 zn(a*\ك1óx0Z.p0ǧ\'p4pֺ`0 ߨU+EW=@`eanԫm6<(z ᯈRX+@_ N(uZk/kÿi wZ(eD_OEu>ueo`i3ZZhN^h+z͆c gJ) <@#1 @<xe B >^,v%xXB^>ŧh0 3 jeg ڜcfm~CM_[}ӇW2UF 漗nvbq[Yfֹh0< PJo>4cs T&mSZ N> O`0 +Ԫۀ"{Cg^5 Ql!}_ecC&w*=Ib;TC5DvJT7p,QmA `"@)Dt&c#+n 4(G)u? `0^fY{ZVv|}E]a{fgH -lN|e~S_烟 O~1n 'T U`R@RYmGnow0 @Ζ餀v@'0aJ7h?q 0kƊ[>4:5?Vuzժc'Gmm>Ig͞mcHUt5=6;8 h0<9 8?1H'H  9sR} cG ;ˏjj 3w&ވR$.QJOk=4 aeڷy>;<0. 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[1] Van der Maaten, Laurens, and Hinton, Geoffrey. `“Visualizing data using t-SNE” `__, Journal of Machine Learning Research (2008). .. [2] Poličar, Pavlin G., Martin Stražar, and Blaž Zupan. `“Embedding to Reference t-SNE Space Addresses Batch Effects in Single-Cell Classification” `__, Machine Learning (2021). .. [3] Van der Maaten, Laurens. `“Accelerating t-SNE using tree-based algorithms” `__, Journal of Machine Learning Research (2014). .. [4] Linderman, George C., et al. `"Fast interpolation-based t-SNE for improved visualization of single-cell RNA-seq data" `__, Nature Methods (2019). .. [5] Kobak, Dmitry, and Berens, Philipp. `“The art of using t-SNE for single-cell transcriptomics” `__, Nature Communications (2019). .. [6] Macosko, Evan Z., et al. \ `“Highly parallel genome-wide expression profiling of individual cells using nanoliter droplets” `__, Cell (2015). openTSNE-1.0.2/docs/source/installation.rst000066400000000000000000000026231465662743300206530ustar00rootroot00000000000000Installation ============ Conda ----- openTSNE can be easily installed from ``conda-forge`` with .. code-block:: text conda install --channel conda-forge opentsne `Conda package `_ PyPi ---- openTSNE is also available through ``pip`` and can be installed with .. code-block:: text pip install opentsne `PyPi package `_ Installing from source ---------------------- If you wish to install openTSNE from source, please run .. code-block:: text python setup.py install in the root directory to install the appropriate dependencies and compile the necessary binary files. Please note that openTSNE requires a C/C++ compiler to be available on the system. Additionally, numpy must be pre-installed in the active environment. In order for openTSNE to utilize multiple threads, the C/C++ compiler must support ``OpenMP``. In practice, almost all compilers implement this with the exception of older version of ``clang`` on OSX systems. To squeeze the most out of openTSNE, you may also consider installing FFTW3 prior to installation. FFTW3 implements the Fast Fourier Transform, which is heavily used in openTSNE. If FFTW3 is not available, openTSNE will use numpy’s implementation of the FFT, which is slightly slower than FFTW. The difference is only noticeable with large data sets containing millions of data points. openTSNE-1.0.2/docs/source/parameters.rst000066400000000000000000000124501465662743300203140ustar00rootroot00000000000000.. _parameter-guide: Parameter guide =============== Perplexity ---------- Perplexity is perhaps the most important parameter in t-SNE and can reveal different aspects of the data. Considered loosely, it can be thought of as the balance between preserving the global and the local structure of the data. A more direct way to think about perplexity is that it is the continuous analogy to the :math:`k` number of nearest neighbors for which we will preserve distances. In most implementations, perplexity defaults to 30. This focuses the attention of t-SNE on preserving the distances to its 30 nearest neighbors and puts virtually no weight on preserving distances to the remaining points. For data sets with a small number of points e.g. 100, this will uncover the global structure quite well since each point will preserve distances to a third of the data set. For larger data sets, e.g. 10,000 points, considering 30 nearest neighbors will likely do a poor job of preserving global structure. Using a higher perplexity value e.g. 500, will do a much better job for of uncovering the global structure. For larger data sets still e.g. 500k or 1 million samples, this is typically not enough and can take quite a long time to run. Luckily, various tricks can be used to improve global structure [1]_. .. figure:: images/macosko_perplexity.png **Figure 1**: Higher values of perplexity do a better job of preserving global structure, but can obscure local structure. In both a) and b) we run standard t-SNE with perplexities 30 and 500, respectively. Note that perplexity linearly impacts runtime i.e. higher values of perplexity will incur longer execution time. For example, the embedding in Figure 1a took around 1 minute 30 seconds to compute, while Figure 1b took around 6 minutes. Exaggeration ------------ The exaggeration factor is typically used during the early exaggeration phase. This factor increases the attractive forces between points and allows points to move around more freely, finding their nearest neighbors more easily. The most typical value of exaggeration during the early exaggeration phase is 12, but higher values have also been shown to work in combination with different learning rates [2]_. Exaggeration can also be used during the normal optimization regime to form more densely packed clusters, making the separation between clusters more visible [1]_. .. figure:: images/10x_exaggeration.png **Figure 2**: We run t-SNE twice on the 10x genomics mouse brain data set, containing 1,306,127 samples. a) t-SNE was run with the regular early exaggeration phase 12 for 500 iterations, then in the regular regime with no exaggeration for 750 iterations. b) t-SNE was run with the regular early exaggeration phase 12 for 500 iterations, then for another 750 iterations with exaggeration 4. Optimization parameters ----------------------- t-SNE uses a variation of gradient descent optimization procedure that incorporates momentum to speed up convergence of the embedding [3]_. learning_rate: float The learning rate controls the step size of the gradient updates. This parameter can be manually set, however, we recommend using the default value of "auto", which sets the learning rate by dividing the number of samples by the exaggearation factor. momentum: float To increase convergence speed and reduce the number of iterations required, we can augment gradient descent with a momentum term. Momentum stores an exponentially decaying sum of gradient updates from previous iterations. By default, this is typically set to 0.8. max_grad_norm: float By default, openTSNE does not apply gradient clipping. However, when embedding new data into an existing embedding, care must be taken that the data points do not "shoot off". Gradient clipping alleviates this issue. Barnes-Hut parameters --------------------- Please refer to :ref:`barnes-hut` for a description of the Barnes-Hut algorithm. theta: float The trade-off parameter between accuracy and speed. Interpolation parameters ------------------------ Please refer to :ref:`fit-sne` for a description of the interpolation-based algorithm. n_interpolation_points: int The number of interpolation points to use within each grid cell. It is highly recommended leaving this at the default value due to the Runge phenomenon described above. min_num_intervals: int This value indicates what the minimum number of intervals/cells should be in any dimension. ints_in_interval: float Our implementation dynamically determines the number of cells such that the accuracy for any given interval remains fixed. This value indicates the size of the interval/cell in any dimension e.g. setting this value to 3 indicates that all the cells should have side length of 3. References ---------- .. [1] Kobak, Dmitry, and Berens, Philipp. `“The art of using t-SNE for single-cell transcriptomics” `__, Nature Communications (2019). .. [2] Linderman, George C., and Stefan Steinerberger. `“Clustering with t-SNE, provably.” `__, SIAM Journal on Mathematics of Data Science (2019). .. [3] Jacobs, Robert A. `"Increased rates of convergence through learning rate adaptation." `__, Neural Networks (1988). openTSNE-1.0.2/docs/source/tsne_algorithm.rst000066400000000000000000000413571465662743300212000ustar00rootroot00000000000000How t-SNE works =============== t-Distributed Stochastic Neighbor Embedding [1]_ or t-SNE is a popular non-linear dimensionality reduction technique used for visualizing high dimensional data sets. In this section, we describe the algorithm in a way that will hopefully be accessible to most audiences. We skip much of the mathematical rigour but provide references where necessary. This way, we hope to bring intuition to how t-SNE works, where it can shine and when and why it can fail. t-SNE ----- Given a :math:`D`-dimensional data set :math:`\mathbf{X} \in \mathbb{R}^D`, t-SNE aims to produce a low dimensional embedding :math:`\mathbf{Y} \in \mathbb{R}^d` where :math:`d` is much smaller than :math:`D`, typically 2, such that if two points :math:`\mathbf{x}_i` and :math:`\mathbf{x}_j` are close to one another in the input space :math:`\mathbf{X}`, then their corresponding lower dimensional points :math:`\mathbf{y}_i` and :math:`\mathbf{y}_j` are also close. In order to achieve this, t-SNE models similarities in the input and embedding space as probability densities. In the input space, the similarities are given by a Gaussian distribution. .. math:: p_{j \mid i} = \frac{\exp{\left (- || \mathbf{x}_i - \mathbf{x}_j ||^2 / 2\sigma_i^2 \right )}}{\sum_{k \neq i}\exp{\left (- || \mathbf{x}_i - \mathbf{x}_k ||^2 / 2\sigma_i^2 \right )}} These conditional probabilities are then typically symmetrized to obtain joint probabilities :math:`p_{ij}`. .. math:: p_{ij} = \frac{p_{j\mid i} + p_{i \mid j}}{2} In the embedding space, we replace the Gaussian distribution with the Student's t-distribution is used, hence the name *t*-SNE. The t-distribution has fatter tails, allowing some distances to be less faithfully preserved in the embedding. .. math:: q_{ij} = \frac{\left ( 1 + || \mathbf{y}_i - \mathbf{y}_j ||^2 \right )^{-1}}{\sum_{k \neq l}\left ( 1 + || \mathbf{y}_k - \mathbf{y}_l ||^2 \right )^{-1}} Our goal, now, is to make :math:`\mathbf{Q}` as similar to :math:`\mathbf{P}` as possible. A well-known measure of similarity between two probability distributions is the Kullback–Leibler divergence and is given by .. math:: C = KL(\mathbf{P} \mid \mid \mathbf{Q}) = \sum_{ij} p_{ij} \log \frac{p_{ij}}{q_{ij}} We have now fully specified our model. We have two probability distributions describing the input and embedding spaces and we have a cost function that tells us how good our embedding is. The only thing remaining is to optimize the cost function. One simple way to optimize differentiable cost functions is gradient descent. To perform gradient descent, we need to work out the gradient, which will be used to update :math:`\mathbf{Y}`. The full derivation can be found in [1]_. The gradient of the cost KL divergence is given by .. math:: \frac{\partial C}{\partial \mathbf{y}_i} = 4 \sum_{j \neq i} \left ( p_{ij} - q_{ij} \right ) \left ( \mathbf{y}_i - \mathbf{y}_j \right ) \left ( 1 + || \mathbf{y}_i - \mathbf{y}_j || ^2 \right )^{-1} One last thing we have not yet mentioned how to set the bandwidths :math:`\sigma_i` for the Gaussian kernels centered over each data point in the input space. It is unlikely that one single value of :math:`\sigma_i` is optimal for all data points because the density of the data is likely to vary. In dense regions, a smaller value of :math:`\sigma_i` is usually more appropriate than in sparser regions. Perplexity is defined as .. math:: \text{Perplexity}(\textbf{p}_i) = 2^{H(\textbf{p}_i)} where :math:`H` is the Shannon entropy of a discrete distribution .. math:: H(\textbf{p}_i) = -\sum_i p_{j \mid i} \log_2 (p_{j \mid i}) Perplexity can be thought of as a continuous analogue to the :math:`k` nearest neighbours, to which t-SNE will attempt to preserve distances. More concretely, the bandwidths :math:`\sigma_i` are set such that each Gaussian kernel fits :math:`k` nearest neighbors within one standard deviation of the probability density. And that's it! You now know what t-SNE is and what it does. Accelerations ------------- Unfortunately, a direct implementation of t-SNE is rather slow. It's easy to see that that computing all the :math:`p_{ij}` and :math:`q_{ij}` requires computing all pair-wise interactions between points and has time complexity :math:`\mathcal{O}(N^2)`. This quickly becomes far too slow for any reasonably sized data set. Moreover, the normalization constant for :math:`q_{ij}` must be computed in every single iteration of the optimization, while :math:`p_{ij}` can be computed only once, since the points in the input space stay fixed. Most of the subsequent research on t-SNE has focused on how to accelerate the computation of :math:`p_{ij}` and :math:`q_{ij}`. We will begin by rewriting the gradient update rule in the following form .. math:: \frac{\partial C}{\partial \mathbf{y}_i} = 4 \left (\sum_{j \neq i} p_{ij} q_{ij} Z \left ( \mathbf{y}_i - \mathbf{y}_j \right ) -\sum_{j \neq i} q_{ij}^2 Z \left ( \mathbf{y}_i - \mathbf{y}_j \right ) \right ) where :math:`Z` is defined as the normalization constant in :math:`q_{ij}` .. math:: Z = \sum_{k \neq l}\left ( 1 + || \mathbf{y}_k - \mathbf{y}_l ||^2 \right )^{-1} This equation splits the gradient into two parts which can be interpreted as the attractive and repulsive forces between points in the embedding. The first term includes :math:`p_{ij}`, encouraging nearby points to remain close to each other. The repulsive forces have the natural interpretation of the N-body problem, where all data points exert forces on each other. The optimization process finds an equilibrium between these two forces. Attractive forces ################# First, we will address how to speed up the computation of the attractive forces. In practice, this means speeding up the computation of the input similarities :math:`p_{ij}`. These can be precomputed once before the optimization as the points in the input space remain fixed. Only nearest neighbors ~~~~~~~~~~~~~~~~~~~~~~ The first improvement for the computation of the input similarities :math:`p_{ij}` in the input space comes from observing that points further than :math:`3 \sigma` have nearly infinitesimally small probabilities. These :math:`p_{ij}` have practically zero contribution to the KL divergence and can be ignored. Because of the way these bandwidths are computed, it is reasonable to compute and consider only the :math:`\lfloor 3 * \text{Perplexity} \rfloor` nearest neighbors of each data point and ignore points further away. This means that the affinity matrix :math:`\mathbf{P}` becomes sparse, and computing the :math:`p_{ij}` values includes summing up only the non-zero entries [2]_. Approximate neighbors ~~~~~~~~~~~~~~~~~~~~~ The second, more recent improvement comes from a theoretical advance which claims that using approximate nearest neighbors works just as well as using exact nearest neighbors. We do not attempt to justify this approach here but the interested reader can find proof in [3]_. Previously, the :math:`k` nearest neighbors were computed using Vantage Point trees, which have time complexity :math:`\mathcal{O}(N \log N)`, which becomes too expensive with large data sets. Replacing this with approximate methods can lower this time complexity, allowing us to compute :math:`p_{ij}` for millions of data points in a reasonable amount of time. Repulsive forces ################ We next show how to accelerate the computation of the second term i.e. the repulsive forces. As previously mentioned, these have a natural interpretation of an N-body problem. .. _barnes-hut: Barnes-Hut t-SNE ~~~~~~~~~~~~~~~~ The first major acceleration draws from particle simulations, which use space partitioning trees to approximate repulsive forces. These are made possible by the observation that given two well-separated clusters of points :math:`A` and :math:`B`, choose :math:`x \in A` and :math:`y, z \in B` and notice that the repulsive forces from :math:`y` onto :math:`x` will be roughly the same as :math:`z` onto :math:`x`. .. figure:: images/two_clusters.png :align: center This is true for any point in :math:`A` and :math:`B`, therefore we can compute the interaction for all points from :math:`B` onto any point in :math:`A` by simply computing the center of mass in :math:`B` and using that as a summary for all the points in :math:`A`. The Barnes-Hut tree algorithm [2]_ exploits this fact by constructing a quad-tree and at every node in the tree, deciding whether the center of mass can be used as a summary for all the points in that cell. .. figure:: images/quadtree.png :align: center A quad tree evenly splits the space until there is a single point in every cell. Let's now make precise when a cell can be used as a summary for some point. The condition compares the distance between the cell and the target point and the size of cell with the following criterion: .. math:: \frac{r_{\text{cell}}}{|| \textbf{y}_i - \textbf{y}_{\text{cell}} ||^2} < \theta where :math:`r_{\text{cell}}` is the length of the diagonal in the cell and :math:`\textbf{y}_{\text{cell}}` is the center of mass inside the cell. If the condition holds, then the cell is used as a summary. :math:`\theta` is a parameter of choice which trades off speed with accuracy. Higher values of :math:`\theta` allow more cells to be summarized leading to worse approximations but faster runtime. Note that when :math:`\theta = 0`, all pairwise interactions are computed. Typically, :math:`\theta` is set somewhere between :math:`0.2` to :math:`0.8`. Lastly, let's look at the time complexity of the Barnes-Hut approximation. Constructing the tree is fairly simple with complexity :math:`\mathcal{O}(N)`. Lookup time is dependent on :math:`\theta`, but on average takes about :math:`\mathcal{O}(N \log N)` time. .. _fit-sne: Interpolation-based t-SNE ~~~~~~~~~~~~~~~~~~~~~~~~~ A more recent approximation for computing the repulsive forces takes a different route. This method is quite mathematically involved, so we won't go into it too much, but the key idea is to shift the computation from :math:`N` data points to a grid of points that cover the embedding space. We compute the repulsive forces directly between our new points, then use these as interpolation points for our *actual* data points. The idea is demonstrated in the figure below. .. figure:: images/interpolation_grid.png :align: center The example also demonstrates one of the possible problems with this method. There are far less blue points (60) representing data samples than there are red interpolation points (225). In this case, directly computing the repulsive forces between the data points would, in fact, be more efficient than this side step using interpolation points. This highlights the fact that while this method can be extremely efficient when :math:`N` is large, it can also be much slower when :math:`N` is small. The method splits the embedding space into equally sized boxes. Interpolation is performed within each box separately i.e. to compute the repulsive forces for point :math:`\mathbf{x}_i`, we first identify which box it belongs to, then perform interpolation using the 9 interpolation points (in the example above). Clearly, the accuracy of the optimization depends on the number of boxes or the number of interpolation points we use. We can improve accuracy by using more interpolation points within each box, however, this is generally a bad idea. In the case of equispaced points, interpolation suffers from the Runge phenomenon. When this happens, the interpolation error is very large at the edges of the box. .. figure:: images/runge.png :align: center We demonstrate the Runge phenomenon on the Cauchy kernel using equispaced points. The errors oscillate wildly at the edges of the space when using 5 interpolation points. The Runge phenomenon can be mitigated by instead using Chebyshev nodes for interpolation, which equally distribute the interpolation error along the domain. However, we want to keep our equispaced points because when the interactions between all the interpolation points are put together in a matrix, they form a structured Toeplitz matrix. Toeplitz matrices are computationally convenient for matrix-vector multiplications, which can be accelerated with the Fast Fourer Transform, reducing the computational complexity from :math:`\mathcal{O}(N^2)` to :math:`\mathcal{O}(N \log N)`. Please refer to the original publication for more information [3]_. So clearly, increasing the number of interpolation points can be problematic, so why not increase the number of boxes instead? By increasing the number of boxes, we also increase the number of interpolation points, but each box will still have only 3 points, eliminating the danger for large errors at boundaries. By shifting most of the computation onto the interpolation points, we have effectively made the computational complexity dependent on the number of interpolation points :math:`p` rather than :math:`N`. The computational complexity, therefore, reduces to :math:`\mathcal{O}(N)` with respect to :math:`N`. Optimization ------------ The t-SNE optimization phase typically runs in two phases. The early exaggeration phase and the normal regime. The early exaggeration phase is first run for typically 250 iterations with a large value of exaggeration. This increases the attractive forces between points and allows points to move through the embedding more freely to find their true neighbors. Skipping this phase may result in larger clusters being split into several smaller clusters which can be scattered in the embedding. The normal regime follows the early exaggeration phase and is typically run for 750 iterations. The attractive forces are usually restored to their true values and we allow the embedding to converge to a stable state. Embedding data into lower dimensions ------------------------------------ This section is dedicated to the problems of embedding high dimensional data into lower dimensional embeddings. Methods that attempt to preserve distances between data points e.g. MDS, t-SNE, UMAP face a very tough challenge. High dimensional data sets typically have lower intrinsic dimensionality :math:`d \ll D` however :math:`d` may still be larger than 2 and preserving these distances faithfully might not always be possible. To make this clearer, let's look at a very simple example of a regular tetrahedron aka an equilateral pyramid. .. figure:: images/tetrahedron.png :align: center :width: 320px How might we create a 2-dimensional embedding of this data such that we keep all the distances intact? Perhaps a direct projection? .. figure:: images/tetrahedron_2d.png :align: center :width: 320px That doesn't work. It seems that the points form a star-like topology, which isn't what we're after. It's easy to see there is *no* way to properly preserve the distances while trying to project this simple tetrahedron into two dimensions. That's because the tetrahedron is intrinsically 3 dimensional. If the data have even higher intrinsic dimensionality, this problem is further exacerbated. Let's see how well t-SNE does with our tetrahedron. .. figure:: images/tetrahedron_tsne.png :align: center :width: 320px This is likely the best we can do. The distances are somewhat preserved quite well - not perfectly - but probably the best we can hope to achieve. This is one of the reasons why the interpretation of these kinds of plots is difficult or impossible. In all embeddings, distances between clusters of points can be completely meaningless. It is often impossible to represent complex topologies in 2 dimensions, and embeddings should be approached with the utmost care when attempting to interpret their layout. t-SNE's objective is very clear - to preserve local neighborhoods. If a set of points cluster together on a t-SNE plot, we can be fairly certain that these points are close to each other. Nothing else can be said with certainty. UMAP, a recent and popular embedding technique for visualizing high dimensional data sets, promises to better preserve global structure in addition to local neighborhoods. As we have demonstrated, this is simply not possible if the intrinsic dimensionality of the data is much higher. When using both UMAP or t-SNE, one must take care not to overinterpret the embedding structure or distances. References ---------- .. [1] Van der Maaten, Laurens, and Hinton, Geoffrey. `“Visualizing data using t-SNE” `__, Journal of Machine Learning Research (2008). .. [2] Van der Maaten, Laurens. `“Accelerating t-SNE using tree-based algorithms” `__, Journal of Machine Learning Research (2014). .. [3] Linderman, George C., et al. `"Fast interpolation-based t-SNE for improved visualization of single-cell RNA-seq data" `__, Nature Methods (2019). openTSNE-1.0.2/examples/000077500000000000000000000000001465662743300150035ustar00rootroot00000000000000openTSNE-1.0.2/examples/.gitignore000066400000000000000000000000051465662743300167660ustar00rootroot00000000000000*.gifopenTSNE-1.0.2/examples/01_simple_usage.ipynb000066400000000000000000021624231465662743300210350ustar00rootroot00000000000000{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Simple usage\n", "\n", "This notebook demonstrates basic usage of the *openTSNE* library. This is sufficient for almost all use-cases." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from openTSNE import TSNE\n", "\n", "from examples import utils\n", "\n", "import numpy as np\n", "from sklearn.model_selection import train_test_split\n", "\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load data\n", "\n", "In most of the notebooks, we will be using the Macosko 2015 mouse retina data set. This is a fairly well-known and well explored data set in the single-cell literature making it suitable as an example. The preprocessed data set can be downloaded from http://file.biolab.si/opentsne/benchmark/macosko_2015.pkl.gz." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import gzip\n", "import pickle\n", "\n", "with gzip.open(\"data/macosko_2015.pkl.gz\", \"rb\") as f:\n", " data = pickle.load(f)\n", "\n", "x = data[\"pca_50\"]\n", "y = data[\"CellType1\"].astype(str)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data set contains 44808 samples with 50 features\n" ] } ], "source": [ "print(\"Data set contains %d samples with %d features\" % x.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create train/test split" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "x_train, x_test, y_train, y_test = train_test_split(x, y, test_size=.33, random_state=42)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "30021 training samples\n", "14787 test samples\n" ] } ], "source": [ "print(\"%d training samples\" % x_train.shape[0])\n", "print(\"%d test samples\" % x_test.shape[0])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Run t-SNE\n", "\n", "We'll first create an embedding on the training data." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "tsne = TSNE(\n", " perplexity=30,\n", " metric=\"euclidean\",\n", " n_jobs=8,\n", " random_state=42,\n", " verbose=True,\n", ")" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------------------------------------------------------------------\n", "TSNE(early_exaggeration=12, n_jobs=8, random_state=42, verbose=True)\n", "--------------------------------------------------------------------------------\n", "===> Finding 90 nearest neighbors using Annoy approximate search using euclidean distance...\n", " --> Time elapsed: 8.82 seconds\n", "===> Calculating affinity matrix...\n", " --> Time elapsed: 0.70 seconds\n", "===> Calculating PCA-based initialization...\n", " --> Time elapsed: 0.21 seconds\n", "===> Running optimization with exaggeration=12.00, lr=2501.75 for 250 iterations...\n", "Iteration 50, KL divergence 5.1633, 50 iterations in 2.5187 sec\n", "Iteration 100, KL divergence 5.0975, 50 iterations in 2.5269 sec\n", "Iteration 150, KL divergence 5.0648, 50 iterations in 2.5661 sec\n", "Iteration 200, KL divergence 5.0510, 50 iterations in 2.3758 sec\n", "Iteration 250, KL divergence 5.0430, 50 iterations in 2.4623 sec\n", " --> Time elapsed: 12.45 seconds\n", "===> Running optimization with exaggeration=1.00, lr=30021.00 for 500 iterations...\n", "Iteration 50, KL divergence 3.0008, 50 iterations in 2.6407 sec\n", "Iteration 100, KL divergence 2.7927, 50 iterations in 3.9767 sec\n", "Iteration 150, KL divergence 2.6962, 50 iterations in 5.1542 sec\n", "Iteration 200, KL divergence 2.6384, 50 iterations in 6.5875 sec\n", "Iteration 250, KL divergence 2.5970, 50 iterations in 8.1932 sec\n", "Iteration 300, KL divergence 2.5673, 50 iterations in 9.5913 sec\n", "Iteration 350, KL divergence 2.5431, 50 iterations in 11.2144 sec\n", "Iteration 400, KL divergence 2.5244, 50 iterations in 11.6824 sec\n", "Iteration 450, KL divergence 2.5088, 50 iterations in 12.7052 sec\n", "Iteration 500, KL divergence 2.4950, 50 iterations in 14.4997 sec\n", " --> Time elapsed: 86.25 seconds\n", "CPU times: user 3min 13s, sys: 2.91 s, total: 3min 15s\n", "Wall time: 1min 53s\n" ] } ], "source": [ "%time embedding_train = tsne.fit(x_train)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "utils.plot(embedding_train, y_train, colors=utils.MACOSKO_COLORS)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Transform\n", "\n", "openTSNE is currently the only library that allows embedding new points into an existing embedding." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===> Finding 15 nearest neighbors in existing embedding using Annoy approximate search...\n", " --> Time elapsed: 3.54 seconds\n", "===> Calculating affinity matrix...\n", " --> Time elapsed: 0.04 seconds\n", "===> Running optimization with exaggeration=4.00, lr=0.10 for 0 iterations...\n", " --> Time elapsed: 0.00 seconds\n", "===> Running optimization with exaggeration=1.50, lr=0.10 for 250 iterations...\n", "Iteration 50, KL divergence 213718.9013, 50 iterations in 0.4314 sec\n", "Iteration 100, KL divergence 212177.4468, 50 iterations in 0.4447 sec\n", "Iteration 150, KL divergence 211186.1793, 50 iterations in 0.4477 sec\n", "Iteration 200, KL divergence 210471.7728, 50 iterations in 0.4193 sec\n", "Iteration 250, KL divergence 209921.5693, 50 iterations in 0.4285 sec\n", " --> Time elapsed: 2.17 seconds\n", "CPU times: user 10.4 s, sys: 864 ms, total: 11.2 s\n", "Wall time: 6.72 s\n" ] } ], "source": [ "%time embedding_test = embedding_train.transform(x_test)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "utils.plot(embedding_test, y_test, colors=utils.MACOSKO_COLORS)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Together\n", "\n", "We superimpose the transformed points onto the original embedding with larger opacity." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "utils.plot(embedding_train, y_train, colors=utils.MACOSKO_COLORS, alpha=0.25, ax=ax)\n", "utils.plot(embedding_test, y_test, colors=utils.MACOSKO_COLORS, alpha=0.75, ax=ax)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 4 } openTSNE-1.0.2/examples/02_advanced_usage.ipynb000066400000000000000000031300431465662743300213040ustar00rootroot00000000000000{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Advanced usage\n", "\n", "This notebook replicates what was done in the *simple_usage* notebooks, but this time with the advanced API. The advanced API is required if we want to use non-standard affinity methods that better preserve global structure.\n", "\n", "If you are comfortable with the advanced API, please refer to the *preserving_global_structure* notebook for a guide how obtain better embeddings and preserve more global structure." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from openTSNE import TSNEEmbedding\n", "from openTSNE import affinity\n", "from openTSNE import initialization\n", "\n", "from examples import utils\n", "\n", "import numpy as np\n", "from sklearn.model_selection import train_test_split\n", "\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load data\n", "\n", "The preprocessed data set can be downloaded from http://file.biolab.si/opentsne/benchmark/macosko_2015.pkl.gz." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import gzip\n", "import pickle\n", "\n", "with gzip.open(\"data/macosko_2015.pkl.gz\", \"rb\") as f:\n", " data = pickle.load(f)\n", "\n", "x = data[\"pca_50\"]\n", "y = data[\"CellType1\"].astype(str)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data set contains 44808 samples with 50 features\n" ] } ], "source": [ "print(\"Data set contains %d samples with %d features\" % x.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create train/test split" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "x_train, x_test, y_train, y_test = train_test_split(x, y, test_size=.33, random_state=42)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "30021 training samples\n", "14787 test samples\n" ] } ], "source": [ "print(\"%d training samples\" % x_train.shape[0])\n", "print(\"%d test samples\" % x_test.shape[0])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create a t-SNE embedding\n", "\n", "Like in the *simple_usage* notebook, we will run the standard t-SNE optimization.\n", "\n", "This example shows the standard t-SNE optimization. Much can be done in order to better preserve global structure and improve embedding quality. Please refer to the *preserving_global_structure* notebook for some examples." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**1. Compute the affinities between data points**" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===> Finding 90 nearest neighbors using Annoy approximate search using euclidean distance...\n", " --> Time elapsed: 8.72 seconds\n", "===> Calculating affinity matrix...\n", " --> Time elapsed: 0.58 seconds\n", "CPU times: user 31 s, sys: 1.63 s, total: 32.7 s\n", "Wall time: 14.1 s\n" ] } ], "source": [ "%%time\n", "affinities_train = affinity.PerplexityBasedNN(\n", " x_train,\n", " perplexity=30,\n", " metric=\"euclidean\",\n", " n_jobs=8,\n", " random_state=42,\n", " verbose=True,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**2. Generate initial coordinates for our embedding**" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 742 ms, sys: 418 ms, total: 1.16 s\n", "Wall time: 213 ms\n" ] } ], "source": [ "%time init_train = initialization.pca(x_train, random_state=42)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**3. Construct the `TSNEEmbedding` object**" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "embedding_train = TSNEEmbedding(\n", " init_train,\n", " affinities_train,\n", " negative_gradient_method=\"fft\",\n", " n_jobs=8,\n", " verbose=True,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**4. Optimize embedding**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "1. Early exaggeration phase" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===> Running optimization with exaggeration=12.00, lr=2501.75 for 250 iterations...\n", "Iteration 50, KL divergence 5.1633, 50 iterations in 2.3390 sec\n", "Iteration 100, KL divergence 5.0975, 50 iterations in 2.5052 sec\n", "Iteration 150, KL divergence 5.0648, 50 iterations in 2.3208 sec\n", "Iteration 200, KL divergence 5.0510, 50 iterations in 2.3077 sec\n", "Iteration 250, KL divergence 5.0430, 50 iterations in 2.3200 sec\n", " --> Time elapsed: 11.79 seconds\n", "CPU times: user 31.7 s, sys: 343 ms, total: 32.1 s\n", "Wall time: 11.9 s\n" ] } ], "source": [ "%time embedding_train_1 = embedding_train.optimize(n_iter=250, exaggeration=12)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "utils.plot(embedding_train_1, y_train, colors=utils.MACOSKO_COLORS)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "2. Regular optimization" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===> Running optimization with exaggeration=1.00, lr=30021.00 for 500 iterations...\n", "Iteration 50, KL divergence 3.0008, 50 iterations in 2.4008 sec\n", "Iteration 100, KL divergence 2.7927, 50 iterations in 3.6000 sec\n", "Iteration 150, KL divergence 2.6962, 50 iterations in 4.8722 sec\n", "Iteration 200, KL divergence 2.6384, 50 iterations in 6.0994 sec\n", "Iteration 250, KL divergence 2.5970, 50 iterations in 7.2336 sec\n", "Iteration 300, KL divergence 2.5673, 50 iterations in 8.3499 sec\n", "Iteration 350, KL divergence 2.5431, 50 iterations in 9.6641 sec\n", "Iteration 400, KL divergence 2.5244, 50 iterations in 10.8648 sec\n", "Iteration 450, KL divergence 2.5088, 50 iterations in 11.8919 sec\n", "Iteration 500, KL divergence 2.4950, 50 iterations in 13.4849 sec\n", " --> Time elapsed: 78.46 seconds\n", "CPU times: user 1min 58s, sys: 442 ms, total: 1min 58s\n", "Wall time: 1min 18s\n" ] } ], "source": [ "%time embedding_train_2 = embedding_train_1.optimize(n_iter=500)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "utils.plot(embedding_train_2, y_train, colors=utils.MACOSKO_COLORS)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Transform" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===> Finding 90 nearest neighbors in existing embedding using Annoy approximate search...\n", " --> Time elapsed: 3.86 seconds\n", "===> Calculating affinity matrix...\n", " --> Time elapsed: 0.17 seconds\n", "CPU times: user 10.8 s, sys: 713 ms, total: 11.5 s\n", "Wall time: 4.06 s\n" ] } ], "source": [ "%%time\n", "embedding_test = embedding_train_2.prepare_partial(x_test)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "utils.plot(embedding_test, y_test, colors=utils.MACOSKO_COLORS)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===> Running optimization with exaggeration=1.50, lr=0.10 for 250 iterations...\n", "Iteration 50, KL divergence 207802.1491, 50 iterations in 0.4943 sec\n", "Iteration 100, KL divergence 203381.3331, 50 iterations in 0.4801 sec\n", "Iteration 150, KL divergence 199053.2098, 50 iterations in 0.4745 sec\n", "Iteration 200, KL divergence 197220.9429, 50 iterations in 0.5029 sec\n", "Iteration 250, KL divergence 196404.5606, 50 iterations in 0.4917 sec\n", " --> Time elapsed: 2.44 seconds\n", "CPU times: user 7.87 s, sys: 113 ms, total: 7.98 s\n", "Wall time: 3.24 s\n" ] } ], "source": [ "%time embedding_test_1 = embedding_test.optimize(n_iter=250, learning_rate=0.1, exaggeration=1.5)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "utils.plot(embedding_test_1, y_test, colors=utils.MACOSKO_COLORS)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Together\n", "\n", "We superimpose the transformed points onto the original embedding with larger opacity." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "utils.plot(embedding_train_2, y_train, colors=utils.MACOSKO_COLORS, alpha=0.25, ax=ax)\n", "utils.plot(embedding_test_1, y_test, colors=utils.MACOSKO_COLORS, alpha=0.75, ax=ax)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 4 } openTSNE-1.0.2/examples/03_preserving_global_structure.ipynb000066400000000000000000127230401465662743300242050ustar00rootroot00000000000000{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Preserving global structure" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import gzip\n", "import pickle\n", "\n", "import numpy as np\n", "import openTSNE\n", "from examples import utils\n", "\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load data\n", "\n", "The preprocessed data set can be downloaded from http://file.biolab.si/opentsne/benchmark/macosko_2015.pkl.gz." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 159 ms, sys: 43.7 ms, total: 203 ms\n", "Wall time: 203 ms\n" ] } ], "source": [ "%%time\n", "with gzip.open(\"data/macosko_2015.pkl.gz\", \"rb\") as f:\n", " data = pickle.load(f)\n", "\n", "x = data[\"pca_50\"]\n", "y = data[\"CellType1\"].astype(str)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data set contains 44808 samples with 50 features\n" ] } ], "source": [ "print(\"Data set contains %d samples with %d features\" % x.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To avoid constantly specifying colors in our plots, define a helper here." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def plot(x, **kwargs):\n", " utils.plot(x, y, colors=utils.MACOSKO_COLORS, **kwargs)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Easy improvements\n", "\n", "Standard t-SNE, as implemented in most software packages, can be improved in several very easy ways that require virtually no effort in openTSNE, but can drastically improve the quality of the embedding." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Standard t-SNE\n", "\n", "First, we'll run t-SNE as it is implemented in most software packages. This will serve as a baseline comparison." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 3min 44s, sys: 2.81 s, total: 3min 47s\n", "Wall time: 2min 7s\n" ] } ], "source": [ "%%time\n", "embedding_standard = openTSNE.TSNE(\n", " perplexity=30,\n", " initialization=\"random\",\n", " metric=\"euclidean\",\n", " n_jobs=8,\n", " random_state=3,\n", ").fit(x)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding_standard)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Using PCA initialization\n", "\n", "The first, easy improvement we can get is to \"inject\" some global structure into the initialization. The intialization dictates which regions points will appear in, so adding any global structure to the initilization can help.\n", "\n", "Note that this is the default in this implementation and the parameter can be omitted." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 3min 37s, sys: 3.52 s, total: 3min 40s\n", "Wall time: 2min 1s\n" ] } ], "source": [ "%%time\n", "embedding_pca = openTSNE.TSNE(\n", " perplexity=30,\n", " initialization=\"pca\",\n", " metric=\"euclidean\",\n", " n_jobs=8,\n", " random_state=3,\n", ").fit(x)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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BMXvVtm8CEeIhKFDfZYB2cHBwWI9wmfUdNgqKvcI2iCAcCPwNGfqDgPNNuQmh+LBpwC4on9W5RX7J95uoyhsF5ob0gO1RrrTG9tO/UeB9O6RELUQEral9j0eB+zXIvXmWbb8cuTEnI3XrdKQ03m7nmWbHfInIVSf7fSUicbvZ+U6xugRpR7oU+SWlG6ALHBwcHLZqOEXMYaOgyC9ZUOwV/h2lY/jIvhshVeemIr8khWb/UewV/ojUnfGbqLobE73QqgInolgwH7kX90YuymDx7Y8RMXsBzZBsbPt7PrxQQ2hxNql5iHh1QxMYmiDXZTWK+2pFehHxfZELMw8F72cB5UV+yQnFXuEwO/ZpO/9MR8IcHBwcNgycIuawSVDsFd6FFLA9ivySaZu6PpsCxV5hPxS3lYkIUgvkplyOZpYG6T9WoDi5gSgAvylSsLKAVC1eDoRYTpNRBSz7EKWmuBSR2XZIAVsCvIzcoTcgUpZh55sKHFrkl0wo9gqbAX8A3ijySxZs0A5wcHBwcHCzJh02DYr8knOL/JJOWysJM3goLmsSImK+bQuWGFqJgvBHA1/Y9ia2z2LgYaAqjF/vkapvTFnPIr/kZeRiDKFA/xQicvlI/XoHuLfBuYI6pKxOg5CKNnRDNtzBwcHBQXBEzMFhE6HILxkP7IdmRc5CqTrq0X3pISLWBM2m3AYt2g0Kng+Wg1oQgpoM/CXZ1DUp9gp3Bt4H7kOzMp+zcjOAA1CsWCkiej5Sy24s8ksmWdkfARegZZI2CYq9wqxir7B9g/+zf2l/BwcHhy0ZLkbMwWEjo9grLECrC9xe5JfMLfYKmyK1KxeRoxQiYbNR0P3XKMXHCVbEe8BxKHnrcnQfV6OM/Lv64C2n8czvGPKf3fmgo5X7CMpD1hvNlvSREvY+sKTYK8wu8kuqLf/bFxu2B34VzwA7FXuFCTSJYdtir3AhsHeRXzJ101bNwcHBYf3CKWIODhsfT/pwcxVZwZqZf0UzJuejxb5TiITNBAYjdasCxXZdBOyPUk6EkaL2MMrRNgHoXodXm0H96dvy2YdoGaOTi/yS5xCpOQ0F8s8HbkQK3NPA3xuqUA1R7BUeWuwV3mPxYxsDX6PEtKejGbQ5iDzev5HO7+Dg4LDR4IiYg8NGRDAjsR6vahz9dj/Vu+sElAPsdpSQ9Vr7+zuU7LYe5QF7GWXBL0FZ8KsRYbkIzbycgojV0SF88liZmUdVX5SfLZiR8xm65zORGnYdSiHSFBGe/qupbyNE1M4gveTSBkWRX3ItcseGG2yuR/3i4ODg8LuCc006OGwkHH3Dvzs0P267i7q89N2yupXhT7owu7NHqhvQBjgVuSd7I6LUHDgWuR6fBf6EyBKIRA1ExO1gpKhNBh4EGoWlIHlIWbuYdHLXiaTjzzqi5ZOybNs3yOVJsVeYj5S0b9EyU1mICP3mxdXXAUd7LWoz/dIQpMIpYL8iv+SdjXh+BwcHh40CR8QcHDYS8meXxle2b3rEoh06v9vh/ann5FH1FxQYn4GpUSn4wYPvPZGfcWhtx4HAU8AARLKykGJ0AornigE9kPo12fZPITdnMbBfsVc4Bbkza+18XyOX5vUobcZw216HUl4cbNUeh2ZoPrcxs+r7uXVXZrSq8cI7VlP9RosyNDnBwcHB4XcH55p0cNgI6OZNyPs60T2/9uWVy5tNWPAq0Afl6ypACthiH8qrW+T2Xzqg7b5AbZFfcifwie27EOUFm4DcklcBfREZi6AYKg8pWxVo9uMbaEZmJxTIfyla6PtqRLiOR25JD5Gx5gBFfskUpIjdXeSXXFjklxxb39Yf/Jd+F/3bVkDYoLiy17VvpGoym9TNzqJues4KNCnh7Q19XgcHB4dNAaeIOWy2MKP/FMptdRWQ2ILXOmxXurjpjt8t7j9zBz69E7gSmIdIUh1wRirstVsyuMPf6nMyxrccN/8FC47vi5Yiugc4FC3aXcT/xk+lkMr1AFrEezAKzL8WBfKPQvFgjZAK1zB2bAZK6DovKLDIL5nRsPITOvW8bFZ51/DAXb85BFsBYUMgGk82bjWo/bDs0kq8VM6HV00cNWxDncvBwcFhc4AjYg6bDYq9wqEoVuqhIr/kU5RD63A0Tp9BC4ff+fMlbL44j5LO5eR9n0VNPprpuB9yMZYCZUBZuN6/t+O7UwpQLFgfpJS1RKTrCRSsf70dc6btEyhUzyDV7GLUhzFEsJ5CalewwHoLNBszZZ+lwIFFfsmEX6p/fmnlm60yFw6ZV97h3XXsip9FNJ7MA85b0bPgoXBN3dKuo8dfvaHO5eDg4LC5wBExh80JBcjNdlaxVwhKRrockRFQIPuWih6NWBlGi22PQwtyZ6P4q6nAHmjdzWaIeLVASV6DtmcDuwK3IndiMUrvsANyVfZB61HWAJVFfsmVwYktLcXupFW0Lig57MCGKtgvoWTSFQetRZvXGNF40rM6ZVW3bjy65G9HnLchz+fg4OCwucARMYfNCa+hGYAPoLilo0i7zwD+CFy4ricp9gpzgOqN7OZ8AHi6yC8pK/YKs9ASQsH6kn1R5vyngZuQ27IbcA1KG9EbuR+7kp45eTUiY4WozzKAt1a3ZFSRXzK52CschVJdtEF9m41iyTY5ovHkTsjdmWWbRm/I891y8skX5FSWntZ28YQn8mrLQak/bgJmvjP0/GN/7LDDvhl1Ve+d+MrZMXSdTkFu5LoRY+Zuqa5xBweHzRSOiDlsNjBi9FCxV9gfzQqsRWSlCcoO36TYK7yyyC+5YW3PYWV/b/9utMkqRX5JCrkgQapXFVr7MYzI5nzgFuRa/AR4wb7bIrJVZ/uF7LsJyqv1RpFf8l+16omxwwcBWccPff/zVapwG1r4e08r86Qiv2TFem7mb0Y0nuyI3KetbdPERCxyz4Y85/JGba8uWDq1ZVZd1SDbVI5Sh/TIrKvcO3/lkpH7f3DT+cBuiLR+gtzEWaOHtX8eKBoxZu6SDVlHBweHrQdu1qTDZociv+TSIr+kC9APudxaIRdlCrku1wWZ2GLXxV7hjetY1q+i2CvsV+wVtmnwfw5wN8rJFdx/1cgt+RBwInA0MKnIL5mJ2t0c6Gn1rkEuy4/t2J2KvcL/vlBVfdjob6U3t3/81tZnN29YjyK/pKrIL7mvyC85scgv2XdNXZIbAYtJ5ydbga75BkX3GWO+z6ip9PFTnm3yENF9c2qX3V9qv/D7GxpVLim3uqWAsYgwNwGipFVJBwcHh3WG5/tOaXfY/FHsFXrAWcApPvx1pF/y73UoqwYRspVFfkn++qojQDSe3BPFuj23c9FLzVCQ/TjgHaRIXYEUmCXAuUAlUqueQwttz0GpKF6w7RcBJ/hSrz2g3oNP0QLet5KeUflEkV+y8rYBp11RNytrhF+WcdKWsi5jNJ5sAiSAZxKxyH0b8lyjh7Xfpyy7RSK/emlTDzxPJDgDEa5/I6XyQ5Ra5AXg0RFj5paNHtY+CzgHLb305ogxc1f+zCkcHBwcfhOcIuawRcDclh/V5mYOWNa71bOnXPD0ugTu723fecVe4cnroXoNcQyKKQpmRD4KTEM5vO5Dit5OSG35Hq0puScwBsWL9UOq1wTgBh92n79zl5RpNz5SZnYGrq3PCA2q9xhc3Tg7XtG+aX+A2vF5t/hlGYdtKSQMIBGLrEjEIvttaBIWILu2fHZNOLcUxd159gmh9CDHoKWl9gAOAfIBRoyZWzNizNzbUfxa5caop4ODw9YBp4g5bDEo9gq9KUcOmlNdkN+uLifzi8pOzfdPxCJrFatT7BXWIVJTX+SXrLdYyWg82RrI3bnopX1QEH4+MAzNlgzWdXwXxYtV2bZM5PYCGfkJKF7sMB86Tv/DgL4d35rUOHNlrW8Z95cCLyzYodNOi7frOKA2P6ui47tTPi34es6bRX7JqPXVlt87Rg9rfwxKdJtCSz5lrWY3H6UB6YiUzRZozc4b0Bqgd44YM/fDjVFfBweH3ydcsL7DFoMiv8Q/6eJnD0+FvYdrWuYPBl5F6tDa4K9oVmKo2CtsXeSXLFwfddy56KUCFNf1VzTRYBky3r3QhIMaYBFKIfEeco01tcPrgANRnq85QGcPZnd4Z/LocE3dlfUZoX9n1KU+QGks2sw6uP9FdY1zrgivqFySu6AsUp8ZdgHkvw3PAJ8jQlwAvImuQTm6XiC1rKt9D7FtnYEjEEnbZfSw9v0Qma53LksHB4ffCueadNii8Ojfj/q0ul3TiJ+VMQF4fW3LKfJLrvXhs8rmuZVL+7Y6Z33UrdgrbIXcWucCc+pyMqp9j+Y+pOozQtk++D5Q73HkytaN+i3atkMLRNoWIlXmE5RT7Gg0i3AGMGRFr1b+ynZN6xfu3PX7Ir+kBM2sPP+paw95JxGL7Nt88uLaupyMxrP26zNnfbRja8GIMXP9EWPmTh0xZu4cNGGgCvX7Syjh7lNIBQtmrNby03QqIUTSvkcq58ejh7U/yYiZg4ODwxrBuSYdtlpctHs8Ut679ZvZi8r9bq+MC69rXjFbkikODKxqltNowS7d+mcvKfOaT1yc59XWh0K19b5Xnypf1rt19aLdumW2+s+UqoIpS4K0DVUoI/5CNHvyRTS78sjavKx/+xnejV7K//vlZbe+sep5j7r59U45iytOr2mW+/en/++g5evShq0Zo4e1743WtXx0xJi5i2xbe5RLrBeK5asDXrH/z0dkbBJaqqqZFeWjma2vACNHjJnrYsocHBx+Fo6IOWy1OP/AO/Kyl6wsy1peWddi0uKc9UDEMlFA/pH1YS+XkBeqzcv0w5V1flXLfC+rrIqs8hrfh+r67PC4jOr6wZ5cWilk4IuA51FwfzVwTJFf8lqxV9gNzZC8s8gveWudGu2w1hg9rP1gwB8xZu63q2zPQzN6bwJyVjlsHrDPiDFzf9g4tXRwcNjS4IiYw1aNaDzZCahKxCKL1rWsYq/wFuA8FHsZSkG4ulFmXU55rbeyRW51RnVdZnZFrYdmU85B2fTDKJnr0cBHyJC/BOwIfFrkl+xvZXtb8ILnWw1GD2u/A7p+7VBcmY/Uzo+Q0vbwJqyeg4PDZghHxLZSROPJEcgNE0vEIpvFUjdbKoq9woxUyDuuplHW8dkrqg+obN2IjLKq+qzKurAPdSnw6vMzV846sP+1PRLfjEPLDO2N4or2R7Mk3wROAg4G2iOX12TgBOC7Ir+kdpM0zuE3w3KOZQI9kJu5D1pFAUTMvgG2c8slOTg4gJs1uTXjTJRW4WHSWdod1g6t6nIzL8ZnQE12yK9qkkOTpSvDgF/VNLtm+uGDslp8O/fpHolvnmx06oL+9cvDAyufb9kBvNeK/JKHi73C54DBaIHvToiE1aP0F18AyWKv8HmgO1qHMheoK/JL3Ay9zRAjxsytQbNjvwW2Gz2sfSc0O7M16dmXtbjnr4ODA+5BsDXjEmBblKXdYR1Qm5eZW9M4u3G4ui5V3r4Fy/u18zKq6/wms0rn1TbO+bLbS98Pz1hZc0wKTq58vVlN1i4rMgn51aS8g4EHgcutqALgNJTVvZR0CoW9kSuzFVLP2gEvA8duxGY6rCVGjJk7C2gzelj7fdFM32B9UQcHBwdHxLZkRONJDy2D0xs4OBGL1K/psYlYZCpKleCwjliybceWOQvLGy8Z0PS7sl6td/AzQ/6cpjkP/dC3TV3enNKF3Z756oDMupTngVe/PFRW/W3+MlKhmSgxKEV+ySQrahKKJaLYKzwXuAOpY2HgOBTUn4Nijr7FYYvCiDFz3wIyRg9r79IGOTg4/BcuRmwzQDSe3AbIScQin//G45oDCxChfhK4MRGLjNsAVfy58+cBf0LK2qhELPLNxjr35oJir3CgH/JyPr3lD1nUp1o1mbDwtpom2c2q2jc9tODL2XGqart2+Gh6k+xFFSttbcNLgKQt6P1L5WagmZLnITLm26cC2HZLWsLIwcHBweHn4YjYZoBoPLkM5SB6JBGLnPIz++QD2YlYZGmDbR7wN5R8MhulPDg5EYv8rFoSjSdz0XI65ShD+IRELOKvsk82MBb4KBGL/Gk1ZfRDi1EfBHRAcS+jgUKUc+nlRCxSvSZtt/K+snK6JGKRTZ5zKRpPdkRrQY5AsVovAl4iFkmBZjB+9peDtq3Pzdx56KUv7xZK+U2/uGq/t+rys47Nn738svKuLb7cueilrNqcjO8qC/LbzNujZ6rT6xPOW7hT5z9Wts7vllVWc1yP5779rMgvKf+lehR7hbshF2QOUsOmAkcU+SXTNmDzHRwcHBw2IpxrcvNAI/s+7Bf2uRvYPhpP7pmIRRYCGIG6NBpPXgbcjxJOeqs72Ejbk2jR6QVoVlcuijMas8ruu6LUCt2Q4rUqzgf+aGUArEQu0n8AewEHROPJaxOxyKxfaE9DDETut1Oj8eS9wPbAt4lYZKMHo0fjyaGI/AQB8y2ByXnZCzNveOmCd7/8/oDFfmSfw3o++WVBZedmSyraNn7Vz86Y3fH1H0bUZ4Q6tv1s1qWhutTpdTkZK2uaZGdmllVVN5pTOunby/c9uNHUxdtnrajK7PTq+H8D76MZk7+ErxG5/RFYAUwu8kuqNljjHRwcHBw2OhwR2zywHfAIEP2FfTygHzArGk/mNFSxErFIKhpP3ocM94RfOH4foDla23AeCvr+VzSeHJSIReoalPduNJ68HJgUjScLErHI4uA3U9T2QYtTL7Kyyqy8f6JFro9Es8J+demgaDx5A4p5ykGkbwSKeRsJvPBrx28A5KE2ZQJL7Lv/yuqWfDdt7571NaH6mfM7hjL3DdF6ymwvXJs6r7R7U3/Jdh397CUrs2vGL1g0e78+jQq+mfNOo5mlVfVZoenh6vrFwPv5Py7dKXtZZatwVd0C1mCmapFfUoHIs4ODg4PD7xSOiG0GSMQi36E4q1/C/SinVBa6bj/JK5WIRT4EPvyFc6Si8eQ+tk8+mpWXA/yA3F6rogmQAFZE48k2iVgkON8xaMHqFMqHFcQuZSZikTej8eTHyG358q+0J8BJVh8fqXD9gCd+qS0bGP8BDgd2Q27W3YFc6vz6Oj87lJFLqtWwsi9r2uXlVS/KaVqfFc4o79T8e3y/Q2ZZVe7kU4bekTu/7KL8mcv61uVmLfn+wuGv1TXK/iNwW7NpS7evaZbb889+yXubqG0ODg4ODpsZHBHbzBCNJ9sATROxyKRVfvoQEaPpDUjR6o5vDPRMxCJfrfpbIhb5NhpPDkK5qQagZXXGB7FPq6A5IkdzkIsuwFnIFXkFWnz6AzRJYJqdowz4y5q01fAJcv/VICXKA14N3K8bG6Y0vh6NJx8EWgAPANvnzS27pD4344bqFvl9m/So7w18unRwx6n588oeaP/elPOWDWz3zJy9e+eHa+v/VtGm0T0Z5VVRz/NurWucMwk4AuCG8VfNBmZvinY5ODg4OGyecERsM0I0nsxAWbcbR+PJnolYZF7wWyIWqQGOWoNiZtvxBydikddW/TERi0yPxpNzkQr1GT/v+ipEWfdXjUk6D+iWiEWeR3Fr64rzkYI2H9gBkZb/Wdh6YyEaT2YhtbEEuW4vBbIeue3o0mg8eRRwQtUyTstqyj5eKLRs6eAO3zSdtHCnVmNn1lY3y80KV9X2KOvSos/8vXuHUYb8USjwf5toPNk/EYuM31Rtc3BwcHDY/OCI2CaAxVldAIxeJd1ECpEADxGltcEctLTKzH1O+aCbn/L2q1qY+a+P3tip4czI72y/gxvGhjWEKUP/ExhuStv/qG1ri0QssqDBv2Pts0kQjSc7AHchcvoYcA9wKvB0NJ58DsjB95flLyzv62fnZNRmZmZUdGrWeGm/1l9UdG6+i1dd14hwaOnKDk3/iO/PwfOeQ3Fv16IJEh7giJiDg4ODw3/hiNimwSXAX4GraUC4LI5rENAhEYtMWZuCE7FI/+Dvfc94/8usxvXb+CmvEk0GCHAWEP45EvZLsEWyTwDuTcQiSxpsPwLNtrxsbcpdW0TjyQPRkjFxUw3XBXUoDUh31JZBQGNEPLsA4YIvZz/a6uMZRy7t1Zb5kV6lwLFz9+/XFM/Lbf7lbL+mVaM24JG1uLw2w69uurJ1wWJgIXADax435+Dg4OCwlcARsQ2AaDy5HwpCvyQRiyxazS7voJio2asc1xnIT8Qi36/BOfZEbrx7fi6Jq1/n/bN6SfiPpH7q6rM4rrXF2cCFaNbkbQ22X4LWRnyAjaT6ROPJpsCrSGl6DmWm/y3H94D/rjIACtLfCSmK9cDJKL/ZBch1enxpn9a7Zi6v+r68V0HYC9EWaEko5AHVpQParvAzwwXhJRVVvVp8ktmy25x7JpTtvv3C0h6DNyY53dwQjSczgdaJWGTOpq6Lg4ODw+YGR8Q2DE5EaRieRolOf4JELPJxNJ4sQEHvDfEqUGDxYRWrHheNJ/ujXGGL0fI3OcA4+/wP3n5o93uBe9e+GavF3SgZ7GOrbD8T6L1qDFQ0nvwXSkex989MClgXfE86b9qN0XjyjEQsUromB1petTeADOvvOjQhIoliuwagCQmdkauyLXBVXaPsI+ft3asrStmRCSxDM0yz/JzMMqBVfatGOTPC25WGvFTmsvL2Q1YXq7c1wFzw/4cSDldG48kz0Jifs2oSYds/BByKUoh0B54MlGFTYusaxk06ODg4/B7giNh6QDSe7IIM92tmYC4GngJ+1gD/jCr1IlJgfi6R6U0orcICYDlybz7UoB7nIJXs+Ia5v1ZT3z2BXYBbgwz4lrm/OyI3YWAYSrRanohFHmxQ79nAzatpzw8oFcaq+ANaNaALMP3n6vRbYUa7TYNNBwEHA4+vyfGJWMSPxpOvIDIbzAotRffEDshFuQeaObo7clPORTF8PpCTu6DMy6ioWVHWveV0pKR1AubjeV9WpFo++92P+09Aud1+9zAVuD9wZ4NZvR1R4t8W6F44BrgKqIjGkzOACxOxyPt2fMj2Owddk0HAldF4ciGahXsaInN/ScQi726sdjk4ODhsaDgitn7wL2S89wc+t9ipf//WQhKxyFU/91s0ntzbys9CRO1OFKfVcCmhfVC8VBekmgXL9TwEPJiIRQKScj1GHEkThXOAP6M4pjZIxagGPo3Gk9Vo2aL/WZInGk/ui2ZzXpmIRRZH48lCoCcw0gzy/kDXRCyy3kiYYTCKvcpHMy9DSM1aYyRikYtX2RRG/VuL7o2QfXZA5OtJoAipcBlZSyq81mNn9irv0ry9Hw7NQITTQ4T84bVr1paFaDx5DBCMzVzgc1siazIwBbnoB6K4wr6oj5uh6/d/wH6WcuVeNFnlQzSeGqFr0BG4BbnC2wA7RuPJtog8V69OWXNwcHDYkuCI2PrBPUjt+dXYrgDReLIRikX6NjAm0XhyW7T498er7HsaInugpW4y0dJEHwEf2OLfHZD60GUV92ACLRk0k7Ra9GeUPPUbS5mRYWX9CByNjKCPiNiuSD3bFmW7XxUtkdsux/5vhHKQhQBsIfDVLgbezZsQRgrf+Ol+359V8H4Gk5EhfzcRi/ziAtprikQsMiMaT56MYveCJY5CaNWAH9FKAksR+VtW1q1lVW2jrGw/HBqPVkdYBgxnK8gVZuRpNFICUygVShM0xvKB95CrvRYt53Q4UAA8j9yP1cDSaDzZC7l5d7Pf56OxXI/GpY/GewipwIvQfVYP/DkaT44BFjpC5uDgsKXCLfq9kRCNJ69D7r5jE7HIomg8eTpwCsrV9Vk0ngwjQ56BZlP+PRGL1Nux96E0CvXAw8jQf4GC/sPIFbovcNKqpCQaT36I8mFti2K7HgW+TsQit9jvVyPF4hQ0gWAJMqiLgHfRskv1wEuJWOR/8phZrFVmMGPR/v/vAtkN9tsBKVdFwQSGbt6EAcDdXmbqqe1umvM6MG1zMKjRePIvwAEoy389Iq6BYlNAOn5sIZqB2h/NSn02EYtcsynqvDEQjSebIDX2AOB05Hb2UazdP5DqdRIiTT4iYcvs0xaRrAWo/5Yj5XY2MIt031YgUt8ExecFZdWhsV6FVEvPyqoBbkjEIvdtwKY7ODg4bDA4RWw9IxpPHoyC0+8IZsoZOYkhA9MakZx3kJvrlWg8eSrwLQq6b4NikoKgeFBy1TBSZq5soKCFUND8tijAvBcwMxpPdkeunPmIQCxPxCLLo/HkMLQO5FDk7gGYihSHWuQy+hC5OFuimKhpyAguj8aTu9lSSv+F1SUgYc2AZ4BkNJ58HJHDFxOxyArgb0gtGm9/0+/ieUvra0K12c1ru6IlnC5DmfY3CUwd3Bktdj4fuVjvR7FL5yLVsxUiHLsigvAgupaHINXsd4loPNkStfV9RDz3Q2QohBaS39X+rkbxdSCy9S3QFRGsz1DcXco+S1F6kN5Isc1G/TsNETdQHwffnpVfi4haCyvn0mg8+WDw4uLg4OCwJcERsXXAE2OHhxFp+eD4oe9X2ubd0Bv/vTYzcmkiFlkRjSdfQsYjcBvOQoakFXLxfI/cjpegZYOuicaTA1CAcxgZpqWrUYw+QqRreyAnGk/2QbFMISCOVIsFaAHt8Ui5eS44uEHcGNF4EqReBLFR56IEq/koEL1dwxNbAtTdgC8RSeyKYn/K7fjLUUzPv1HA9Zk0mMWZ16FuBHLplQKvIAP8E1iMW9UvTT5YjxiKErr2QuSyEcr6Hyat8PwTkddsq/cndk2m/m9xvytUIHJ6OCLsdaRJUhj1RxZp9SoDqWfDEdEHkdx70Dg63fZZbsf3sTICMgZSy1YiQuwhdbIUja+etq+HyFwmP12Ky8HBwWGLgHNNriFsRuK5yLU4HuCJscNPA24F7jx+6PtX2n55pBexfhT4NBGLXGu/dQIa2QxDovHkJSjrehi5AScBxYjUzEaq1J6JWOSTaDy5F3IfZiOX2RFIfZqQiEVOtKV53kPkLoyI09co+D4bKE7EImUW2zMEqWwvA080JHcWfP8M6XUffUTOOgOVq+z7KYo1m4QI2znAjmj25LlI4SpFxvZMc8HmAjUr52XsldOmbrQHC70QQxKxyNLV9PmNiMyVA20SscjPzSZda0TjyWeRAra3tfcKFCxebW3OQaSyDsWlHWzLROUA9b+07ufvCebCvoC0CuUjIlWPXgReRMpYQKKCsROkF1mJYgWXkl6jtA1aZD2BZuLm2r7lpElZJer7TDQBJQPdXwvs71Yod91dSKl7dT0k9nVwcHDYaHCK2JqjJzIcBQ22vQ+8jYKSA+Qjt+LLSPXqHY0nM8xNeQXQPRpPHo4M2t2IcE1Hmde7ImMyDylXjYFPrdz5yOg0RgSttZXR1H7vj4L/WyGjl2nl/RktZ7RNNJ4sAa5Eyk8+chONjcaT1yCjeQrKUxZGLsrOKKfTfauSIItp64uMZRf7PgQRsBfRmpSvIKWjFXBANJ6cgGLcMrJb1O1aX4mXqgl99cpf9/kfEmYIkqBWsJrlltYTmiOlMoRIQ1877wQUHzcazdw7IRGLPBMctJo1OH93sESsfdB1vQwRpeCaBDGAdejaDEKqYA0KtgeNqSpEahvbPvUoYB9EsmaicTffym+HrkeAr1EwfzekuOWi2bF7IMXyO/Qy8zYar6fw0/vRwcHBYbOGU8TWEBbn1aLhsj4/s19zFH/1KnJjFdj/o5AK0Aq4Bs1AfA6pZqXAfcil+RlKfXEuiq/x7JizUBzYRJTYssKSpXZFaSheQZMBrkEkcCgyTJl2rj+iAP8qpFyEgbeQEvEjIiI9gAOtzOsRATkKxaEtQipaC9t/IXAjUsQCt1EFMrLLrL5xO89i2+efwN+Bo32f5qkaFq+cm7XjGyV7zDRi1xOY0jDWJxpPZq+SomO9wuLsvEQsUm8zWW9HxGM5itV7Cbkqz0nEIk9vqHpsjojGk1GUqy4XxQt2R+OkKSJgOYh4ZSPyPwspmMVo7JSha5+LXhxqEXnC9p9gZWYjl+Vy9LKClf8WGndHoUXYj0fk7QtE1iJofMfQeD8QkbVH0FhthsbrMcD9q6xr6uDg4LBZwBGxDYhoPHk8ivnqiIjZSUgl+A7FUs1FBqkWKQa59ncVIl2PIVLQGrkLB6IZah2QGzKMDE4PROpOQIrASUilaoeIW2AA26CYp9OAVxKxyN+j8eRQZOReROrD/cgIdmk48zEaT7ZD6kUGyg9VgIxwKyxVBSJjj1obhyEjHELGcSAibs/bdyOk4n2I4o6uRSsSnJmIRd6xWZaTLNA/qIOHYtJmWGLZ9QZbLmkEIq/XIHJ8LSLG2wPPb6Q4tc0G0XjyJjShJIRciLehPhlo22qRq7EtUsh+RNfzQETWFqH4wbvQi8jHaAJHSzt+JulUFdtbOd3R7NolaDzfitJdLLfjGqPxVYPiI7dD6m6N1aUAKXD1dv7GiLRdmohF/rl+e8jBwcFh3eFck78RlpX+AOCaL4o65TXuWXV9Tuva18Z+uOO/TdV5Axmh3ROxyBPRePJzpAwNQUrROGTkWyKi0g0ZsUwUrJ+BSNufkDL1Popf2gERrqbIjTMQKQ4JZKjCyNB1QgYtiM/pZb8F7qH7kIL2qhnaI6y8T5Hb8h20KkD7aDx5FlLz6pCLqgIZ3xvRzMdGyOAFM+AqgcPs3HnImH6IgvD/Ym3qj9arXIZUt6WW5b41ig2aZlnaX0axZts26P4jUD61lxCZXN318dYyBcZ1SMWrtfaEkTrzMerH332C1mg8uQ1aDP6baDx5IXqJCNKqvIOUp85o0kd/0ks8NUZjpA65DKtQvx2IZld2Q+PyNuBzFKjv2/YwGkP7ovExwKrzDJqlOcx+L0D3zk52nhSKlfwMTZjJQuPnKft/YIO65QN3ROPJUCIWuXP99djGx5hRXT30wtQbeAI4d9jIGRtMMXZwcNjwcETsZxCNJ49CU/KvDpYjsozhzyGXx+SMxvUftdtv+THhHH+wxT/diwyRBxwZjSefRO6bk+1zLFIUdkNxYfsjAtMSEZcUesi+jgLfm6Kg5EAlq0PqWEvkGnwDKVnbIYOXjwxgKysrZOefZMc0RcZzO/v7UETuGiNl7RMUdL+X/R9Bsy7LkfFdjGJxTkXqXSY/DcjORYTvPyhNRlfkftrFzrEMua/eRmrgvoEbctI/W42qmJN1VqoqFN6+eNYk+/1j6/eg/Cxr1//MrrT92gE/RuPJFNAzEYvMWt1+qxzTFSlhzyHj3R2Rz0XIpbuznfMEFBT+u4QpgjcDoWg8+QEao1n2s4fGbqCABUH6HlJda9A90QQpV40RsQpmVrZDEx2etb+PR2N1Jlr14X0UK3k6P51hWY8U42qkEFeiaz8TEfxDUYzfPDSea6xuuyLX/quIAL6JCN8FaEWKLRJjRnXNRC8nPWzTiejF6uOfPcjBwWGzR+jXd9n6YDPiHkYP7j0b/JSJiMWXwEuTVwz4IZybujindW3S9h2C0lB8jAzGVYiUPGDf01HQ80XIiPRDLsRmiKQsQIRsEIqDeQIZp+ORQZuMSFEt6QzkY5CrsAopUEuQMQpbnWsREQsmGaxApOwCFMszExGoA5HqdhtShiYgA1iDHvyLUOD618jduRApexXWtjoUj1OAyF8dUsxOJK1qvWZ90w7Flg2MxpMvRuPJ/cqm5rRKVYV2RARqRiIW6Z6IRc612aD3o0kHb1mdn1r1mhnyre1ZKOh+TXAJmijRCxHPvYF7ErFIAsUWPYbcwL/b+KJoPNkZjfemSInaB81wrEDEGRSIfyMad/PRuJiDyNFy0rnBltn+WcgFP8c+Y21m7BA0Tu5HqmYp6vNnERGej+IdD0Mu9hutTq8g13pbK6MrGpO90L0xFhGy7uhF4nJrQyekmq0EmkXjycej8WSLdeuxTYYDSZMw0L19salkDg4OWyicIrZ6VCP3VxOkTgXYA72lx5FRWJzXrm4+6cD2acgw9UHEKAORkhGIjHREhsez3+tJx7t8QdpFk4PcMoXISF2O3vzHWfm9EakLclt1sHO9jIxhMH0/CxnGt1EwcyMUVzMVkamPkVpwFDKmN6Gg/izkpnzA/u5udT4TBbBPRWrc94iofoVUkGz7noOI3OfI1dTZ6n8oUsqyEal9DRn/zxEZOgmYH40nT0EG9xZrYwXKJbYISwZryVebNEx7kYhFpphbsykibWuCu6y/khYT9981MROxyAzrh98tTG28B7kA/4Vi/N5G43sgmmCyJ3AhGgMvoheIoaiPD7d9v0Xjq6sVvRRd408R8Qpm3VYj0vSMrTDxZyu/OXqJeAWR7iOQsjsH3Sv7obEVRmN9W6Ri7mnbC+ycPyKVLWX1vYW067QFInhvoftri8GYUV0bk74fQPd9DVKbbx0zqutCdG3mAx2GjZyxxsutOTg4bFq4YP3fAEsueigyElWIuDyIVKWOyIjvjAxSCXqbvxqlQchGxiZw6VQhUpaPVLAwUryWIOKzCBGshYgkTUIKwk7AcchV9hYiCsNR/M6dyEjuRno22mj73h+5+5ohYzUBKT0nIYL3FjJ69yFj3BHFAW1vdSpAatr9iAiOT8QiV1sc2bmIsP0NKX45dh6QSjEeqW3tSOeXKiftynzR/r4tEYt8HI0nZ1nb3wEiq4v5isaTPyCCNzgRi0z5n4u1hjAi8hHq/51XXZrp94xoPNkXEeOzkNu5DI2Nd9E1vBu5JP+AAuhfQNcxIFWF6FqORESnN3p5SZF2p/+IYgKnJGKRJdF48mGkyB6WiEXqovHkm+jlAzR+D7Nja9EYWYbU01JEsAtsex0aV7vZ3x5pt2bwghKowpVW178hgl8J9EjEIvPWuvM2MsaM6toRKYyZSJG/Bo3/bREpHmq7BmlY7h02csZZm6CqDg4OvxFOEfsNSMQis6PxZBkyRo8jstAW9WMpIlqTkSI2xH7rg97EfdIKWAiRoyCovoy0mrCSdKzNIOSe3BmRoMNRQPOVSCXqhdwuM5CBOgQlVM0jHbe1KyJz76AHt2/n3pZ04taTkbF9CRGwbZH6N9Hq2op0pvSTkGpxn61jCTK4C5Gx7o4M4HJkNHogw7wEEdYdEGkbgxSXH5FLsB3KdbYjUmb+bG32LLFrMBtuADKks6zuZT9zudYUQT9VklYbfveIxpNHIoWlLbpO7ex7JRo/7VCalHuj8WTgCn4FjbsvbN8f0EvJHejFoR1SGDPQuHkIqWtjgabReHI4IkOZwfJfKD3GLmhMjEYvLfloTD9Mem3PuUida4peNvqgsf0ZcFZB02mXVqxsclhlbfNcCAfJXpugsd4IqcqHoHi0LDRWg1QZmzXGjOo6GLnJV6IXlpaoXUn0UlZNOsFugAE4ODhsEXBErAFs1mOrRCwyf5Xt2wEFiVjkTeSC+RrFtLyHyMIeiDTlIPddDspHFSzn8xZ6c69HxiEw/il0DQLilIXI3TeI3Jxv34sQwbkPGbgnkDqxHSIQmejh3BYZpmyUk6ul/TYQqVshZEQr7ZxDkKELFlZ+AT3Af0TGqxKRvu3QJIEJdkxTFOfW0frifOS6Oo40Kay1csPW5g6INN2BjMrB1h/tSBPUXKBXIhb5C5plGbggu6L4mByk3CwFtl0fawsmYpGUEQR/VeXNVkm4Dil16zVdxqZENJ48A+V0C6FrHCY9Jn2kUN6AltkajV4kZtpC8bdYQuKngYPQOMlCZKo9IuDZSE3bD8hOxCLPRePJQ9FLRGEiFvkc4Imxw489Yndqnv/gqqfQuMtBEwauQETrJtLLJu2C7oGV6H4IXgxaAXvV1uX2q6xtnAMhD92TK63MoF09EHHshCbCbBE54caM6noyIrSQVv4WILJahiYtHI3a29j2K7dtDg4OWwC2StekBeNfit7U30BuxF7o4d8WODIRi4y2fYM1BTOAgYlYZMIqZT2Bgpu/R/FVN6GYp92REemH4rB2RIavABGOLxFRGgKkoD4r5NWR8rODtffC6OFailSDevv2kTEpRW/EbyDX5CDkxtnJ9muLiJJv5+iESFk5afdGMxQfVI1i4f6BXK+PWln9UQxOsKTNNKQoHIGMQJDiIFh1IAMRraOsnQuRofwGkbmFyJU7yM4TzHKrsWNyrC4jEcmtQSrdRERw2wCTUrX0DmUSb5hjzK7FUJT36pL1QZyi8eQzVq/SRCzSfF3L2xxgS1x9iMh5kNOuNxoTdWjix8lIyWqMxsK+iIQflIhFaq2M19ALxmA0vg5G7rJt0DWfjsjCP5EK+gfk+j4RODAvu/SpA4be8QlQ+9KHf96xPpW1B1qNIXgxaJhhP1DPHkMxk50QIXkDuc5XgN8GyAMvhFS70Xbe6aRXi/gOpZX5ybjZnDFmVNdRKOzAQ/fD98hdPAMR5t1tm4fSgSwHbh02csY9m6C6Dg4Oa4GtddZkPnrD3g+RpSPQAy0IBm64jFENUsFmIKVoVYTRG/hNiBzVWvm9UL6xbiieq7v9XY2Mw+7IwLwLTOrU6tua7u0+9SEVzPwLWX06IXdPBBm+sxF5egIRpBIU/xWs+why4fRHMwcPR4RsToMyq5Bal4PUpmMQcStGpLEvMtTbIQK4hLSbcYTtV4mSdHZCCsXLVm47pKxVIkM6GxGxFcg1eaXV7UfbNgkRgvNQfNnDKN5lDzRb9AhE9HoC/epr+FtNaeiieW812W011+L/bP/zVvPb2uBBa9PXv7RTNJ78RzSerI/Gk4//0n6bCR5D/V+HSPkKRJb2Q5M36tB4ugyR4NeRG/l9+41ELFKWiEWGoReKPdHkjQvR2O+OFLSlKPZwBSJfLZBithtw4MrqZt1Ly9vcsGR5x1vqU1nd0ZgejBTPtmicNozX+8L2qbLz1CNlaH9gEXj14AWxYa/Yb52sPs9aWR1t25aEfHQvVaAXkm9R7Ok9pCcq9EEvg5eg+/mKMaO6Zq2mLAcHh80QW6Vr0oKG30Fv8d0QyemJSNclmOGNxpPHIPKxmwUW59tU/wFoll0dUrV6IBVqD6S09UTxYq3Rg3IGSlNRg0hYe2QYgplOf6+py/OXVxSUg9cIEZNgCZladJ2i6K03ZOffFj2Uc+0TZBivR8sIPYKMXn9ENj8krVqB1K1aFDfTBKkL9Shwu8TOlY9UuU+sjD2R2nE0evgvAZ5Ebp5nbf/uKJ4nC7k/m9l5myJjXI0MSydEYiusnTtbHXojA346mhiwD3J5dgeoqwiNnvVyi9CKH3J/MFcyDVyUl1r/BjMr9wY6JmKRR1gLJGKR10gvRP1LOBZdlxFrc54NDXOxtknEItMRKd6R9NjcAY3bE9F1moba0wG1fS/gmkQsckeD8jKQW/JUdF33srIWIrckdvww9MLho/Fej8ZFU6Dqna/O2gW5Nqtsn+VoPDRC4yQoK4zG6t3o3goUshr0spNvH1DusGXofiknPf7eQPfoeGtDR6TSPbQhFpNfG4wZ1bUZSh/TG12Pacid6qO+DaM2H0g6nCEFXDds5IyVY0Z1TSKi/fKwkTPcwucODlsItkoiZngeEYbptpbh99F48gXSQfYgVagfabfNJ6TzFh2K1KN7bZ+X0ayvk9FMwcbIcByJlLJ7EXlqZ8ddiAz3cGDhgmV9FpJeFHkmCqyvszo2R67A2SilRB8UR5OLXEk9UPD6l3bMKXbeVvb7bbYtGxmiuYjoBLm27kWqWB4ip3m2rTMyCochY/k4MuJB7M0/0YzJk63sUmRAZ6JYtZ0RyQqMZBCTFCh3n1vbyq2sGxExnGP1vRMR3cHIwHjZzVNv9jp98QKkqCWAumg8eWwiFvETsciEaDx5EWncBrSNxpOvJ2KRhWw49CS9hNXmiLOAg22mqYeufbAw9iOIrPQlvWh8Ao3V7dD1u8TcvvckYpExaDyUIOU4IAP9USzT7mhctkLkaSFya+6Kxu9eiFQ/ikj+40hx+wjdM+3RfTabdJxTDRp/i1Ffz0Ljoqudpw6NvU9Q7r4XrG4T0L3YyNq0CIhE48l30QvXGVb2fWvRp+sVY0Z1zUDEqzlqTzZSJbdD7vbW6D4LQhyCmJL5aHILw0bOWISurYODwxaErZaIJWKRqcil0hAv27aPLLP+A8iQZETjyX8jI+AhsvRlNJ48EAX+RhKxyHibXRbEYb2FHqxXI9J2JnqY1qGYjnKkDDRBb7q3IuIA6eSYC+zTGLmGnkAuiQVIiToWGdQRiAAVIsP5HXJj3I8M0dNW756kl0Cqst98ZIi/R8RzMCJqByFD2oO0OnECGjPV6OE/yMqqR0rLV8h4DrT2zUPuoAw7zwLS2dpDVp+X0dt/LiJp/0Hq4XlW3lVodt/biOiMRsrJGYjQLQkunsX+/dPq8g9kyDojA/yrsHjAocCXiVikYk2OAUjEIuVIVdpc8R4af/ui67AfMuDN0HWO2vZliAgcS1qBCaFreAQiNmOQ2hVMOqlGi9T3Qi83g5DS9JSd4xM0nv6EXkK+RyTsZkTebkQksAW6VmErP5jcUocI+8VIHa1F130ReqnojVyq5yHCchwamxdYnfohUtfd6peHiOm9VvZLa92r6xf/Qn0PmnndC90rw+1zHiKe1UjxvQjdBxcA1WNGde2OnjUHAT8MGzljcx6PDg4ODbBVBuv/GqLx5CD0xv+oTd9vgwL726OH+TIUH3UGeqifi4xNJjJyA5DRmIpmFE5FRKKMdKqAL9HbbTmKp2lDejHk2XaupVZuT6QStUUP5yWIcIWQEepmx/4BuWBy0Ky3txApKkSuya9RMH22naMnMoIfkM7G33BATEAGLMhvNggZi+WICLa39i5CpBIrK0jZscLOFUYGMM/K+dTOvRIR0L9Y3TJQMPartm+W1fNsROp2tjZ1QapIDKkdI5BbcjFSZfoBpydikc+j8WQuInNfI6IX2SX14r4h6v0PQ0du03CmZDSe3AOR3YnAPmu5ZuXPIhpPBnF29YhcFwE3JmKR79fneVZz3oEoVUlv0gQ8B12jIPFpNmn34GhESHvbb3VI5dzVjjvc9t8dkeQeKObyTqQCT0T3xqOIXJ2CruFy4GZbWzRqdfKQQjwO3TM/ovtjO9I5565C98LlyFX3FiJjzZArc2c0dnKtfYGrfSBpBftHNI63RSrxW4lY5JpoPNkeqWdTfwv5Xp8YM6rrn1A4QSZq8ySr71jUx9uiZ0cQ0vAoujfrgNuHjZxRM2ZU10sRqQWYOmzkjD4btREODg5rja1CEYvGk/2QC7JqNb8diGYa3owe3D0Q2XgKGQpsezVSb95BD7wc9Aa6BCkw75OeKv81MraZ6I17DCIe5WhmZZy0AvW1/ZaLFLGzbb84igW5DykSOyClAPRADuLF9kOGcYWdL4WIz06IZG1n39+gmW4/IOL2LjJok61tFaRnqQX/34nUkqGIbNXZOaqQitWcdPxPFTKoWejNPYjvmYyI6QtIGRyNVLfWyIAGRn4727cpIpSQTlcxxfr5LdJ5r7qQXntzCFLinkQq5FEoz9m2yC16HCKjC4DZeSzvkUGt39GfGIKfpMD40r53RC60d1gF0XiyufXjTYlY5LeqKYch4tLa+ikDGB6NJ/dKxCKTf2NZawRbTP1uNGZq0PVqjGbcdkP93QaNpzDqr4+QQpNo8Ns09DJxH+rfy5F77z700tISqVa7IjWrs7X1b4hoH4PUrLjVYzRSuhqja3M6Ilat0PibSJoIHovurxw0Jl+zv4MZuTmIZL+Lxsr5SEUKQgpqUJ9/h1yY3YCO0XjyOKSc5qB77+q16uR1wJhRXQehNgWEdzLKofcjGoeF6KWkEXqmTEZ9W4Pu++3GjOr6IiKcYXQvuRxiDg5bEH73syaj8eSu6CH+QzSeXF0Cx20QyYkjQ/8EMhx9ErHIctvnafSgm4pm0v0LEZ93UaxWB0Q07kfB4k8jY9AaPeSzEFF5C7mwOiIi0xZNFOhh+7yDyNdRKBC6PSIEEWTgppN+aIPUorusLldYfaYjl8+bKN5rrrX/LqRWtUOEJMjLNBSRptakZ2Y9jMjSHrbPfDtuMVKxWiC3YRUyHivtPCtQgHal1bEJSi8wBxmIgCTmIBXiNWQc90Rv+Ochd9PziDxUIiLwD9K51JogpaAQKQfnIMN0OSJ6DyL1oD9wQyIWWWxlVSBD3/Q97/iMt7xTKmZ7fVLReDIgn9ji7u9Yu85kFUTjyd2tD3cindtptYjGk140njwzGk+WROPJ+6LxZCNEugP3bPAS1BQZ2Q2FZaRXcMhGRr0VGhtfIqMd5JubjcbN0/b3EtIZ67dHBOYr5NbbDl2H6YgcHI/IVTDTMYTuqzpE+oIZmv0A7KUoAuxiJPRyRMDz0DV/rEEbeqH7YgFSTO9HhHIuIiQ1Vs8RKPYSK6cx6ueg3SOs7VlWz4ca/H9UNJ48vMEC8xsctkbkO6Tv58n2qRk2csY3iLw2QX1Zhl6Khlg7HkOTdVqiF42jrIxGw0bOCCYzODg4bAHYGhSxmehNvDOKcbqx4Y+lP2TP8+vJbtqnenAok1z0UFyMEnkGmISIyVOINNyCXB/trOxKZHC6IaNxA3q4N0JG4m2ketUiN02Qrb4eueFWoLffe9GDN8gblIHIUDkiJ4cg9009MpTbI5dckrQClY1cQIfY9oesnMNI5yLKRKSwFBHRx5Ei0RrFkM1ApK7AyitHBn0HK6MWEbkgji0DkYwRVsbTiAilEHkag1SSySjWKEi4mdugj/4vEYvMiMaT+1r/ZSNF8mDSsW+Bq6oVMj7tkfq2GKUPedHKvdHK2Mn65BZr4w5Adr2XeRQyZKcB10bjyQsSscgLtu85yBVUSgNYUt9XEUmbj4j7LyEDkYfmiIh6iVhkcjSePBiRzgJry76JWOSrBudphoj9/EQssuR/Sv2NqKv0hs95rWnnljuUfd+oc/1YpKB2JJ3GpByN30a2vRa9BHRA18m3zxvoeu2HyHvgOmyOlM0KRPaqEOnZBZHnp9A9OBeNof9OmghedIz85CHiMR8pcbdYffZB91VX9LIzGSllSaTcTUP3Zgbp+M0Mq8tU5MLuQXrGcA4as/uQXhIpG7nTr0X36nrPMzZmVNemGGkdNnLGTg1+CmImAxfxbsCOY0Z1fQf1cQr17d7DRs74osFx7wP7jBnVtQDFADYlPYnIwcFhC8LvXhFLxCJzkMI1E1vSJBpPdrR4HRp1r4437Vu9d8XszPfQG+eLiBRVROPJy6Lx5IPIoOajYPFnkXLTFCk6/0DT4g9HD85XkNH5GBmsI5CR80m7OIP0FOORurQLMsztkYE8F5GGh0kbtiDtQytr2j1IUTsLPczrEeEpREHqnRDBuRIZ1u2QwdwBqWwrkHrQC6lY45A7ZCUylpmkjVYBMnY1aMzkIKNcZ/Vpj4jeGyiW5xBEZp5FsWlHITLyJTL0ddbPyxHpKwLmWPb1i629eyIVYAYyvF2RIV+OAvonImJ0LzKgYaRiPY4M+a0orxgW67XQ2rAiEYtEE7HIi1Z+HT+Ni9sG+GY1cVtL7Jz3Ae0TsUgxv4BELFJr9TkUOMnUNqwNU9H1+hG5ioH/qrczkMtuTjSeXOfs6F7YH5zVrK7tjCcL3kEB86cit3gKke/JiDQfgq5JPurPXqRnGvqkXcf7IpK2AI3dMBqz7dA9sYx0f36SiEVuRcpXFXIn3xSNJxuvojwdiF40JqOFvCfZ+duicIDgnslHLyBd0Tg+CN1TYXRvrERkphyN1Xakk7nOtm1L7O/OpElm8HJxKeu+ZNbP4XhEWrcPNgwbOcNHrtUKq3t3dC+3RS+NLRAxPZa02/wnGDZyxmKkRNYDE4eNnPHhBqq/g4PDBsLWoIiRiEX+GY0nH0rEIpW20PELyJifE87gofpads7vWHs3ihPrhgLxn0cBx/MQKfkPerMuRS6Zs5Fx2QbFozyMyNFo5AIrR8SuNWkVAtILJs8jTTQWIuJWhAjL6UhJGIpmpFUhA1iADOOP9vthyAhWI+PZCLie9Ay07ogcvY2ynt9q7ZtPelZWD+TeCFw41UhF+xG5PgYgEtsTkaz3rL35pOPFMu3zMIobuh6RySMR0ahBLt8HEcl62Op/PDKmmUgBOcj6a6XVrZfVp9T2mYomDExGs/Ees2v5FVKoPkDkthqR479E48mMRCzyASIDV1h/vwaQiEWeicaTLwexg9F4cn9k+McjIvlfJGKRmYigrzF+RtHKRdclhFSarsC3RkyuJB2n5/kpbiUdp7hWCGcxr+1e5fPb7lney863CPXjNmjs9EApLJahlwkPXdP70XiuRbF3jyJ3ezfS47vevkOkXc5BQPnnKFXEC1bGN7bfUKTGTojGk/+HSNFipARta3XbB42bP6Cx56MxsTcaH68hF+d8NObD6IXkAjQ2AzK1BMVHFiA1qgalVQmje24luk9A993Y9T1BowF2tu/KMaO6dgUqLN3EsVbvS9A9mEmaHKbQWH/dSNtqMWzkjMvGjOp6LRr3Dg4OWxi2CiIGkIhFKu3PRcgwFETjycO8MDdlhDkKKQLPo4dZJnK1XYliOPZGhmIleqP90crpgGKv9kTEahJSGzKRsSpCKlVT0m6TFHrQtrBPEEN2NVKo+iP32EBkuKpRfFgVMlIlVq8pds6HkLrVFKlJs9A6l9eQToORsroPQ0aqCyIEk60vWiIVL3BZ+Xa+S5AR/gq5bjJQjNoKRC4b2XlXWn+cjYzdp6RTGZRbf4wgHatzISJdQTD2IbbPOORqCiNDW4lcULOtbQXIHTUaEZTudj2usOv0BlJuEoh8ngK0scXJx5KOFbzX2nU+8HA0nnzTzjXezvUxGwiJWKQiGk/ugFyupyIi9K31wX6An6oHz8OrW0m7w25Ifp+RwxLgxEQsMmtNz2PELgS86nncgcc2aGzmkF6kPt/+3w71bRiNqSvRbL16NP52R5nt37M6ZqJxNN/K7IMI2BI07uvReBqErvfbiCg3QeOlHRpno63tn5MeGwVoPDVCY2cqIokBef0I3SsVSGk9BimYFdF4coGdswcay33R+A4U0S5ovNxv5e6KiGVwf/RHCu6GQBAjORuRzHFI1ZuHVPPA7Y61M4hh64Lu2w9+qfBhI2f8z0QkBweHLQO/WyJmhuhPwIRELNJw9tuOKIZoAAq6H4Ue7DXIpZdED8YsZNBTyJA8hh7SlyGD1QU9PMfXV3u7hLP9ne182yMDMh6pHZ1s/8WovwNS9iwyGEOR2tYHGbE69Pachx7M45AbaAf0MP+r7ecjV8ds5I7MRUbzfTTdvzlanuY79NY9ERGudxFBeR4pIdshIzXZ2nwF6ZQWxyNDNd6Or0G51bKQC+lUa1suMsQnWn8djMjr362f7rTyutr5frC/s6y9DyOl6k6kuhWjGLBDre6HWb/OQsHkeyHDPAPlU9oOuSEvR4rWtohgXGrlvQS8m4hFIpbK4Tar33A7/0XA44lY5F67JhsUiVjkx2g8+Ty65nNs886YEuKF8HwfQjl4oTADakrDVM7PnDHisnc7j755rzk/W/BPcTbqp7MQ4TkJjalg0kIjNB6/R2pkzLZfg8jRmaRXagiu8c2ITF0C1KfqaO3Xs3soi6mex3w01gPydiAaL/nopaESvVwEcVk3oBi9Y5FyvAiNsUFovI9ERCnfftsDXdcdrI5XIDf1XkCraDzZAilonRCpusGO64xeHAYiN/q3aLz/E90nAxBZW4xUuoOAMRtgPcqe6OVmLLo3g7hAH5HCHqRf1srQS93fkFq2eNXCxozqGgIaDxs5Y/mqvzk4OGxZ+N0SMfTg+wuwMhpPPoKM/kOkk4c+TzrOaCgy2DehN/m5iEC8h4z/3igWqYPt28eOnVIxO+PF2S839zofuaxxbpu6lcgItUCB4u/afjlI8ViBlIC5ts/26OHcGyluQWzMh0gRqrHtbZEx7IEe3PX2yUFK0SSkCO2JHuqvkY7t6YIMVhdEFB+2czdH7sJ2iDx9ilSJYPmhY5EqGEZu0ZWk85zdY/VcjFxFYWRYmtunkbVtW9snYuc+GpGBN1AsXW+kCLyAXGXliEg+ggjXm1ZOhvVFBekklllI9TgUkcAM+/RGBO06REA+QsTyi2g8eSxyUa2wup1BOkP/YdF48mvr13GJWKQ6Gk+2ApYkYpFgJuB6QyIWWYAIYIAs1N89gGxS1IbCNPI8Fi/9Kq9l6biccFbTVGduZk2JWBka0/WJWOSP0XjyOnSt9kZ9k0F6EfrFwCX1VdznZXJnKMwi36e571MXCjEDjdEDUV8+je6hTqkaahd9kTun1Y6Vf87I+e+yWMsQecpF4/NZRN4XIwKea23cD43FG63td6ExkYOu0RA0tnNJ599bhF6E9rVzTUAEdl/bL4VepKpJr/N6HiKaQ639bZDC1A5lqs9DY2C0nfNq65/X1rCf1xSH2rlOQO7RC2z78ehZ4aMxfjN6DtWYO7IwKGDMqK5tUN8/il5Wdhkzquv+w0bOmLae6+rg4LAR8XsmYlOR4nU0ethlIzL0EfBjIhZ5PBpPDkNE7EfSuYhaI9JyOjJSM5AR+isiZXeiN++vgbNy29U1bTm0DC/s15Je9zGFjEegDC2zcucj49icdP6wpeit/Fz0pt4cqRgrkUKxj5X3JSImc63cTohQNUPEsK2dox1SGOaSNi6VyOgOQ2TmH8hlGkHEowKpBd0QGZppfbAjMg71yIjuSnqmXE+gNJWi3IMCL0RLRHBesTofhojbGGRom9n1iJBeGxM7phlSOB60fimyc51hdboPGcYptt/tpJee6o1I1Uo710P2fTMyes9afU5CRHopInPlaJLEGyi3WzUywH2BV20B7xeR8neeJYb1V5eLbl1hSUW/Qdf/GM/jPi+DF5Dr7YnlE7Pzc9vXXp3VpH6NCWEiFnkcTVwIkI+u57NA2E9xRX0NOeEs2nghbpz3duNhVYszVnQ4qLRdVmO/Lb4UWT9FqRdiN0SCzkLktznghbL5vu1ulX29EFei/nwXkaM/oGucgUjyZWgcrUTqalNEoHYn7YY7HSmsPyLV6HA7fjnpeMQUurZzEZFpjcbC0WisDUOKWSVykz6FlMFA4Q4hwjMF3XO59n87tHi4b+fYPhpPvp2IRWrWtL/XAJWIiIXs3O3HjOqaae17Fo3NCuD6YSNn/M91HjOqay56QeuK+mY3q+8uyJ3v4OCwheJ3O2vSVIwr0JtoFBmI5ugBdnA0nrwBPRDbIffFHPTgr0MPzcUoDulu9NbeBb1l345cJz2BvFAYv2CHqvqcgvpPkZEJYsCaof7NtHMEsU//QQ/eA2z/OchoBGSnDpHGFOlkpkE82vnIgH2BVIXXENG6BxmlL+23UejNOZhpVYcIT+AKrEZxUOPt+0orL4wI7O2IPCYRKQsh5SqIO9oVuag6V84Nd6iYndG4vppKK/cwK2u5tTlwzc63/s+069EYxSk9Ym3Y3a7XPYiANUVk6kSkyHyM4rr+Dxnd9xCB6mx1uhwRgRORG2oPu2b323laWHuzbHtg3J+1tp1sx7VFLrMdrM5Tbemkz4FPg9m20XgyHo0nH4rGk+vjHhqGCMPHaLx+YPW/KxGLLGncrabbyh+zjlw5J+uqdTjHcCu7MbB3fZVXU1/tUTkvowaY0m6fslFt9iibn6oKjQdeq69medUCbxoiPhPRNdwPkbkcIBQK08ELsQLFVoGuyyvoheFrNIbqEPnNRtd/W9KB/TlonL+FSMjn6CWhA3I9L0XXYAV6sRmTiEXqkKoFUl4fR8RviJWbSTp/2IvILV2Lxkjg9su1Or9LelWBfZHLfjt0nzVdy37+H9g6kuUNNs1ACvDtwMBhI2echRTos1YlYWNGdfXGjOr6B6tfPukUF6DnzNj1VU8HB4dNg9+tIhaNJ09AD+zbE7FIXTSefB8Z2S7ozbQ/clmsRG/tEaSALUFukiL0wO6HHuDvIbLQDKlHFyFj2RIZm/bIkG6PCMl3yB1Sa+coQGrLIORyOcHq0hIRrXesDgtJJ9hciNyOnZA7oyciLs9Y3bog0rAbcuf4yIBkIqJXgQxjeys/SJB6PCI5ra27AmPXBMWcHYwUjNetzCRaGulz0mkFMoBtspqnuiz9Ki+V17auDhHO5ohAHoxmaW5r9XnMzv0jint7B5GuN60d55BeaPxQ5FYOZqfOQere+chI74uUzYnWd3db/5yCyNQZ1tZnrO8PsP4aiQjWCEQw+iODeCxSTQLXa8jq/hxyldYjNbQKqDfydQbpmLq5ti0BlCVikVP4bRiNSOtXiVikPhpPXk968fMxlQsyP8huVXetp7qsLR5E6l8F0Dyc7a+sLQt7mU3ry5BLe0Ze27pF1t6PMnIZkpHrt0TjZA7p9CmTkCK1p/3/GHo52BG9oNyIxmI5IlpzkSJ2LLp3tiOdziUgHf3QmLg+EYuMs8kMP6LrfZvV+Qjg+2g8GUYqaAUaa2F0fTxEuHMQsWqPSNoCRMwCBO7LMeilYzgaG5BOrFyA7rlFv62LV48K8k7LorJLBj61hFNZ1L8xm571pbT5sCOT3gAYNnLGz6XNyETxeoutrQ3TfhQNGzlj8vqoo4ODw6bD75KIWaD+mcg4DEYG+lVkiIOHbh1pl1w1MvpzkHHeCT0AQ4j8fIgCe6uRWtEXuQiaoDfs++17IgoeboZI1HxExG6x+niIzFyHDG/gxvkIKQD5KF1FgZV1FnLN/QUZ/CBZa761YTAie0H+pkBx2x8RllJEQp5BSpGHAq2DRKrv2bGj0ay2i5ByNNHKPRoZ2+ut3K5IZeuNDFxZZr4/v82wio+tnF7IgI5EcUEnW/vfBUogdWledunL7QsmFE6Zs2sw6aCRlR2odSFEtP5m/bcdaWXtOPsuR8rJ2Wj25QBr6xDroyDm5nrktq22a/sM6TU6B9t3NiKzKaTALLP2ZSCXdAFwSCIWOYAGsOVxWiE1LcBg0ulJ1hiJWGQlGhcBptp3c4CvvtkuRXpB+LWCzRqeGo0n84GXvTBTc9vUlyKCczi67v2Q6nW+HZYinQS4Cxqve6RquM7LoIUXYgi6xhVonLyGrtE2pF2JVdhSTuh6Z6LrvJB0ktVGwCWJWCTIqfYiuvZvkc6n9WEiFklF48kdkRI6FhHqFCL1zVAAflvk0m2G+nFvK9NHStQ3KNg/B70IVKIxEIL/JnT2kKt0tbm7fiumlA46v1vOePxMj0XhjqF2zOi5mA4XfugdWVnr5X42wvZ76199+mZW1MbCdanbh42c8R2ArSN5IXrutECEtRL417CRM+5bH/VzcHDYtPhdEjFbVPhPKCZpiS1j8y/7OZiZVIlm1QWJIrujt/dgdpePDHgQU3QFetsPgo4vRMb/KRQ8+yJ6yDdCituBpJOFXmvbKu0c+6C39DuQetAFPWRXohinM6yOE2xbO+Tq6YzIzjxESJpZ/fLt3F/aPm3t3HdZG55CBitoz+uIcNxqfXAyUj52RUT0UWQwl6AYlHGIdKTst52R0XoZGcO9rf5ViATuTlpNDNTBcvAzq2oae7W12S9Y3ZchdW4cUiOmkXbBfoPIa2/rg4+t7u3RDL89EdGebeV/ZdcwCGbviwxsS0SiVyCyucDq2tTO19P6K9v6rM62L0Vr/nnAjtF4shtaBN4HSMQi/6YBjCTsgqUgsDUel5or7bfieUTyv1iLY38Rlubhr+iaL0EkKxuRlo78NNN7tX0WofF7/+T7Cjq1P7D07Ny2dS089U0ecl8vRUpvBerDYDJAf0SaC0irrpmkl3ryENma0KCOXzRo+6erNGECIlAjSK+JGkwSeC0Ri8yPxpM3o/vzT+jlpA7dq4faOY9A7vjFaMx6ts9iNBYAzozGk/9JxCLrlMftwVGHH9Upa2avxdWt/cnhnegWHvfSEjr8rZSCnZv4C7w+/hcLIUI0ngz9YUinf+bXLO/d+vtFTwTHjxnVNRvdv+2tjvsOGzljwbrUycHBYfPC75KI2bp+lyKi8yxyR+UgtaYneqCByFDD/D2tSRufMHpoVyNFzUcxHe+SDu6djd7Og9QAP9h+g5DhyUOEKts+HiJ1lVb2HxFx64QMYQpNu5+NFKwkIgzHIRWokX1moRmPzRCBmW7n64+MyaNWj6EodqoOEZNypBYFRqellXcFCog/zY5tgsbGIVbPwH36D2QIhyIDeTYyEOWIqOUgBW8qIkdBQPRuQCZ4lXnZy8oraxs9hmLJAvfRroiMXoRcXedZ2cORWnYvUox62N9Pkk4Tcgoip18hIxrkZctBBK4CkbM97Zq+a9dnV9LLNy0gvWhycJ3moczwldF48gv7PSMaTz4V9EsiFnkU/qvAAqxMxCLlRtruQq7K+/mNMGXoz7/1uN+ANshdWAvc4Pt0WfpF3svNBlXuG87yAVKpFAuWfZNd1XxgdftQxn9jFq/qftLi7vPfbvJJdssVe4fCeOj6BOlCPPseg8Z+PlL1nkXkN0568sytiBxNSMQiU1lD2AoFj0XjyRfRfdMcqWseMCgaT76D7sOz0Dh8wOp+JooRfMnqWI3G6rNIwfPR/R/MbA4Bd0bjyW8SscjENe7ZVfAj/U7slDshXJ9Z5oUy8Tsx5enIyO8/uab4qpIQoYsX06kH8Hkv/7PDxs8btlvTzIUzjhx517sNiij09fzCg3ccCXNw+P3hd0HEovFkG/hvSgCQi+gP6CH9A4r3SiESVItcb52Roa5GZCdk+2eQTg8RzNqaix72lyMD/RlSgR5D08vzEbkZh4jCBchNU4hISBlyi0xGZKYckZ7eSJG4CrmEsmxbP0QIjrR6TEFqRT5ykw4gnQyyHSIzFyNidj3phchDyEBlIRXpCES8hln5HZDhqbDy90XuvRbWj42sjxaQzrf0AVIMV5JeJ3Iu6bUxX7S+rrV+uBsZ/tNT9aFuMz/pfHh9RbfdW+9WkWnHt0SkKFDDmiFC1NGuy7uIGA6w8mcmYpGaaDx5Ioqpq7H+fAwR4h7I0GL1OALFJ32MyOo+1p5Su45H2nnCpOOW6hFZuzMaT76GyNQ/kBJzl7V3ajSe/BaNmWK7FrtG48nTkcv3E0RGNzskYpHZ0XjyFnQPJL76c8cvMpvVveJlpMIthlT5vk9F5fxQwaKPmoQr5lR5nUeUBe5dL5zNcW32KguFsyhEhOs91B/Xor4IVNNMNAsyMxGLlDQ4/bfY0lPr2IZyGiwPBRCNJ/+FXNGdgIJELPJKNJ4cjF4+3jal/Bp0fZcjsvZPdA+8aXWuRere39E4r1yXev7n2wOT78/dvX9kt5fae5l+2SPedZ9GgHHe8CdCfp2/yOv8HkAjf9kPU+cPXlRKp7cA3r2p5zaLl7Z6snVLBoTCeCubZ88t69bs4HWpi4ODw+aJ3wURC3m1dzXNXzA49tgtT81csG0cGd2TkdvhfDRLDxR/9T0y3mNJB/XmkY4dq0XGJBs9oP+NiNtdSIUpte/liATFECk7GL3p34YM0qmICP0LKQa9kAEYiRSuFYhg7QCcDn4fndurRfEx09Gb+TaImKWszs0QUcpHgfstEfGoQarR9oj4eCjn0ztIyfsDUobaIDUsyOP1OopBuwCRw2lIKWhs/bfQfr/c2vGVtftNq4ePCFwt6YXO6+waBDMmM4FmXohT8trXhpZ+lbHQtvVHLqVJpGdZDre+q0AG9GpEao62/vzOkqEWIBUuSOdxr13LTKs3SHXpgNxYc63979nnQvu/Ft0HvvV5W7t+5YggbofcpEGgdIb1Txsr/yOk5rVDY2h7pL5MQkRvs4QlrwWgW9GEH+tXhu9o1L3mFERA87OapchqVodfE6pH6twzfj3HVi3MuPLHF5vnZbes69r16GWPoPjCCYlY5KVVTlGDiOtPEI0nO6Ox+HQiFlkvwfANcBEa8y2x5X4SscjcaDw5FdgpGk++23CBdeSeDOp1CiL8E1Dutd8c67c65HWq/VNtk7wub8444fYWg6sGovuXRCwyHYU6qCIjR/0QjSc7Bv+XrmhxUH5e2TahEKTAr2mRe0p0n0/Xxs3t4OCwmeN3QcTyc0pfbpK/YMe5i/tcCExJxCIPRePJUhTwDelp9N2Qiy1w4b2FSE87RDxqkPFsjQzx6Yjs9EUKVzbwUiIWmRaNJ0cipSWESMNERASykVFfiox1kKqhif3eDCkwQezUlJBX2c73M/v7ePUQzrR6dkZBxYsQ0QjcPuOsPqCZhq8gBbCFnWcX0uk3tkEE5wBEXF5HZKkMuTavQC7WnRAJCgLWtyEdZN0NqW0B6emIVIQyq9v5iPzMIk0AK5Hrck+kPrUGlngeH+S2rn+jw/7leyFlKmy/L0RLN51h7XoWzfAbjtS7rrZtIcrjFsx0+8za/hYi2FWIoC5HRPENRH4PtPMtQYTuEKtTV0SGg5jAgDiG7fokEVn9xPq2me3b0vrmS6tzhtXtE0QGcpCyOC0aT/64GpKyWWG633clcHs0PqcUXduQXxNa4td7VVnN6muAxBdFnXwyUvs17Vf5buXczOXlU3Ne/PzTHeqQqrRGiMaTWYigB6lE3lmDY5oDy9ckqW4iFvkmGk+OQNfsxwY//Q3de7uie3V1x661+/GXkN2s/lJSDCLl3QLk/1LG/obrXH7S+PDH2lb/cGNf/6twvRf++JAjvn5rQ9TPYf0iKzs8v7Ym1ebX9svMCi2oqa5v+2v7OWwd2GKJWDSeDAUP5wfPPf7ho299tWvKz7wSrT33ECIsDyAi9DkiWQegh3QYqR4d0CzCgcj1lYkUn8MQmbgbGd8MRFYOBULRePIO9FAPAvCfRaTgGmScw+jNfEfk+pqHCFtvZOAXImJ0OHD+YcOKP54+b/B938/Yp2VtXX5P0okm+yMCtAipMrsjshPMUstBs0H7oLitTtbO/0OK21PWtjhy2S2zcne2455FRK4nIodvWf2WWzmtrO/6IxIz1vrzY6SeeaQXKZ5k5/zS6lKNjPThSOE60PriANIrGVTa/s3tHCmr48tIScxDbuXBKHYuz46dj1yjQexfD6RyTUQGvq/Vsz+a5FCHiHCg4GWTJm2B2rjY+qDOyp6GgsiXAIMSscgR8N+0KLvbNXkFkc1MROj+QDqdQiYaR1NRXBJ2fAfr/9cTschqScEmxAfAXz2Px7Oapco7H1FakpGbOgCpfJ9QFxqw/Lv8cmDIdL/vrxKj1SATkViPNch/FY0nd0Vjcizq519FIhaZgq5FQyxH12Wd3Ixrg+cujbyK7jXQ/bFGqOscGjypatfaL1eOmFRZ23z4iF8/xGEzQG1Nqs3jn+7+q/udsNMHv0rWfg6e5x2GViPp5/v+hF/Zfb3C87z7gFt93x+/kc/7EDDa9/2E53nvAUW+73/+y0dtOdgiiZjF4fxfNJ78HPh3IhZ5MOVn3YHyes2PxpP7I4P+CYr1CCOj6aM2z0eGuBoRhEWIECSRAV9KOkv+X5A61hMZ64sRmeiIDEoj0klHmyACU4BSVnh27gKkIIWQ8Z9s2+qBy57/4KrzUJ6nO5FK1hMRwLGk84Vta8c3svM0Q6ThRhTc/zZSgM5BbtmHEAEMUls0Q4bQQ4ToSER2gvN5KOYqbO1sZd9DrZ7PADcu/yGnBM9/IL9TTXZGvn8IctX2QfE6F1idFyHV6g9Wv29Jz1JsjFy5NyNi+jKKAzvTzrkTcgO/g1xig1AMXS+k5u2E1KwvEImagUhwxK53D9LxZEusXdOs/99Ealg+munXCamhtaRdmpmkiWienXMXI1DH2rXHrsNR1ra9kXIYkNIMu757kk5FEeBBu5ZHsm55wdY7zF12U/B/NJ48D7lm35nu9/W7eROmo/7KR/35W8uviMaTRwK5FuP1aygj7R5fF5wDhDfEUlXrA5Zhv+mwkTMWA/xnVPd+TUNHP1KW3SqjU+vvn7zx2OvrN3EVHTYvHIfiM49DL/8bBZ7nhX3fP+PX93T4rdgiiRgyeG2QIvIlQCIWWRqNJ49GgesPIZXlchSnkoGUGQ+RmbboAZ+F1JAfkOryox3XHbnWKpFhugm54E5EpGgxmnU20vafhYLF+yJXXxgZ97mkyVMj2/4NIlzHIwOzh9X5ZuQuHIgUrcOQG+1Vq+cyKz+TNCn5EhGcd5Badysy/B8jAnMEclXuhZStGxHh2Zu0CzVIK9DY6gfpWZ61iIQ2tbqU11d7k/K7VG3jZeKjGYttEOlsiUjtmWjGYyc0USGOCOGRyF33GHK1RpEi9x/g2UQsMt7IzvN2vvcRseqIyMAJyH35NiJbX9l1mIhIX8rOl4WI22XW5/9CsxchnbbkJuuXznZ9lttvQeqLbWy/WkTGBqGA/T6I0H6DxkoZUt0aJtkM8m4F8WS7RuPJ3ZDKNpd0nOKvKkKbGolYZBnq7wCnAc2n+31/lYRF48kMRLh+sm8iFnn1Zw5Z3fm/i8aTLRu67NYGiVikdF2O39CoJfPcWfQ66cNRF8R35M03Pi0/+Mv8+mU5jZosqZs0Z/eHNnX9HDYfeJ4XTLbaC4kL19j2PVF+ylJkQ55BL9kXopf5w3zfn+p53iHIvmShF9UTfN9fYOXegWyqD1zn+/5znueVIxu6L3Ce53l/xdQo++02FINbCRxqZbVC3qTOVu2LfN//cJV2hFHIwAHo2X2v7/t3eJ63PbJjjdDz/Y++7zfM1bhqGfc3qPMDvu///bf36qbH+lieZVOgGenUA0EcGIlYJFCs7kWKxwykmgQB2AHxDHKJLUHGsRRd+JFoMFcg1elJpLx0RqRpNlLTJiKlbYGV1Q4Ri90RUZqMjPFkZKivQjdFLiIjx1q5ByIi0gMtS/Q6Mu5zkdFLIjJw7NRHWnyw6NO8jFQtj6KB+oV9N0UuwF5W/lyr9/7oBtkfpfK4Fg3ad1CA+XXINTsTDfhKa+M3aIZgkC/tcERCq4DCFkMqb89qRn4okzy0PuYA5NJ6DQXWf45Ix0WIgGVYX1ZY/2Vau7vY/1cB3aPx5EfoofGo9dU3iJzOtH6ebnXpgWaYViJlbLy1fQnpfGB72/UcSJpgdkRjoxvplBWtSM9KzUFkvMb6vBHp8eJbfR+w83VBpOwQK+sgRCCDYOoKRDhfsmt0uX0eBEKJWOSSDbFm5fpCNJ4MR+PJvFW3T/f7zpzu9/16DYv5BuXw22Vd6rKuJGxLwDPEDnmNs7dfRIcnHubKad832jtnZqP+VNTkzkDj1MEhwKHA677vTwKWGHEJMBipv/3QDPLevu8PRamJgiTNY4Cdfd/fFoWuXGrbrwKW+74/0Pf9QaTjN/OBT33fH+z7/phV6pIPfOL7/mD04nymbb8N+Lvv+0FozuoSD5+FYnSH2Pke9zwvE5HBqO/726Pn7Q2/0BdDgA6+72/j+/5A9HzdIrGlErH5yMjf2NDdEI0ns5HxvC4Ri/RBqRQeQ8a7HrkifUS8LkVkYxYyoDWI4H2FCFUJco21Qm6vctuWieLPmls9FiDVZDfSC2S/gwjJZPTWUohmLpan6qlcPjH7PURgmts+c9FyOj4iKY9aXQciwrR/ZpPUxaXf5g2uWZbRzPYHqTJTrP6noTQKc6wdi1FszxAUr3b9yrnh8/wUR/k+3dBsz4vQLLEnEcG4xtrwJ6vvedibECI+xcAkz8P3PELW9ksQcaoGmiVikWNR/q2FyPU4FBG2FYhsBmOuk/XLXciFuSNS3f6GSO02iJgegW7YCFIE+yJJ/mX0JtXFyuxu5dyEbv4g99W+1p9zEVnLQxMweiJFscr6qQ7NAHwTkb6rrG0TbL+/WFum2N9BWoS9UBzaZYhE19lnCFLSbkAPqTlIfcyNxpO3RePJpmy+eASYEI0nu6xDGQXoXuyxfqr0+8WiUI957ZnkD+Bj6rxGTatDeSwId0ktye3THD1PHBwCHIcIFPZ9XIPfPvN9f57v+9XIM/Kmbf8OPUNBL6RveJ73HRIeBtj2fZGnBgDf95fZn/XINq0ONeiZCRIGgnPsC5R4nvc1ek43McWtIfYF7vF9v87OtxS93G4DJO3Y/7P6/hymAd09z7vD87wD+A0xmJsbtlTX5MPAU6tRFfZDBOsKy/HUCg1ID6kv05DRrUCMvBNSlHIQkaq0499GLqRLUAxQDlJjLkYB3xFEmHxEcmYg9ep6K2cQMkA72rFL0KDPLJuWNXfW880Obly0YFEok7CdYyYigDMQeWyMyMD3VvcBHQ5c/kFdReiL7Bb1B1hbliNyeKvtdwoiV9nICN6GJOUWSLGpz2yWOqe2gvpQJmUZOXQmvRh3K3QTnYpcjGHSCVwPtHpNs/P0QDcRVvY5KFB+BLBnNJ78GhgXjSdT1r+no7ex71GQepBS5DbkcrwJ3cyv2m83W7kf2bXJQiQT6/d9rZ7HIJXpGUS4zkBkclvSecyyUbB/jbVnISKMbZBrshSpeQuRujbC2hvkJitFZLOf1Tdu1/lQ67OGWESafDRDJPNGRLYvtN+CwNqB1rblbJ5YhEhl9TqU0RPYNhGLbFZxcJsbLBlwzVz6TGqfOaFVfsbCRiG/iVeXyq2tr+Nr0smmHbZyeJ7XAqn9Az3P87Hch57njbRdGt6vqQb/p0jb+jtQsP3L5s689ldOW+X7/s+9DNT6vh+MzyDvJujFeGff93+r6u8B43zfXyMV3ff9ZZ7nDUZen3PQi/xpv3zU5oktkoiZu2J1F3kKcvWNQ7NK+iPjPAQRpstQHFYBUkbySC8UfCYiLp2R5BpGBGoSklano5imXPQWcgYiTZ0RCVqOXHNXIJXmFcTm+yHJ9DhgztIv8y5suVNFXy+Da9GAbUZ6uaNqZOzPtt++sN/ahLP9Q8PZ9TORkRyACNSH6Bq+jcjFbcgN+DTpRLJT0RvNfuFsv6JmWeiNrMapHxDJOgIFnAdvP+8gAlKI4uF2tXp4iVgkGo0nr0QKUK1tb4zI1BmIaF2NlKTg7aeH9f8sRGiq7Br1QWrXtkj9mocI6U6IDNWhGL0HSauXByNX6YeIyDVFxr7SrlMUKXbZSLUM2zn+gMhcjZXzL/s9mCW6GyL2c9F4mGD7tiTtusy3z3FIJc21MoM0IfnW5vloLE2yazkRjcOhyG3aF5HleqtLIZshErHIRdF40lsXt6DFhjkS9uvIAPrVhnIzP00d8Vyv1p++3KP9CydnZVQ1DoVShx0/9P3NcoKBwyZBFHjU9/2zgw2e5/0HeXDWFE1Jx8Ke0mB7Enk+LrJymzdQxX4r3kTP6FFW1hDf979eZZ8kcLbnee/6vl9nJHMi0MrzvF183//YXJW9fd8ft7qTeJ5XANRYLNtE5P3aIrFFErEAlhzyMiSpjkdB2Z2R8XsbxSqtQAb8cvR2uRIZxCA4+wXkijsOKUdBMtZtEMnYFpGpnZDBPwUZ6ZCV09b+vx4RmrYoNigKzEvEIj2i8eTtVu6SbseUXobYu4fYe88Gx6UQu89AxCZwN3ZEKlELpEx9g1xjedaefij+qxiRi2IU7P8pcgveADQOhbkwpyB1gbXzE6QO7mr9NgUpeUOse3e2+owD5kXjyQdQUH4VmmgwH6lI+ch1d6/1Ucz2udmSZ34VjSffRyrQs4hoXWjnyLH2L0rEIkdF48lxiBxuTzrm6mNEMPdEbstqRIQyEMEZbP33HmkXdD1yRwZ5oz4knbH/UUS6WyDS1d+u40lotmwFInN/QSRwLiKSKbuGQdLPN+2a97e25yD1dDpSQmNWxlnWp9XWnnJEjt+zNVAvRLF6Y4EXLED+V2HJPw8AEhsiGH1riM3aHJCIRWqj8eTBQN0zlxxcBgfzxNjhS4AWxw99f10USYffH46jQUy04Tnb/vQalnEt8KznecvQi3c32/5X4E7P875Hz8/r0DN4bXCBlfUtek6/j2xeQ9yHQle+9TyvFgXrl3ieFwVu9zyvqR37D2SDVocOwIOe5wXhLpevZX03Oby0srjlIRpPBu6ff6D4pm+RYT8aBY/7iKgdgJSmoxBZ6Ep6YeJ30Kw7H7moKhFZeBcZ71zkOmyGSF07RKJS9plLOjHoGKTATEFqykT0hhFkxPeQmhRBMz0uQGRqGiIpTRFxaoKI0jBEamYhlc23stqgG2g2Wq9yEHLBTbZym6IJAV3tHDOtXbPR4H8NkakgbcUyNNjbILVqkdV/ue33NLo590fu392t7SsREfpzIhZ5PhpP3o1ckR8lYpE97Bp56IaOIBdnK0RwAlVpBgrKvBLFJp1BOjFsHXJRrkQE6m7SCVfDSEl7CBHk6xApXGzXpA8iVCBC6iMyVISu+7koDq6xXYPF1sfnWDk+Uki/tPNuR1p+P4C0IhizbcEs1iGInM1H8W//sfMsQyQvEzjFUjncYe2dbn19WSIW+Q9rgGg8eThSES9NxCIfr8kxDg4OGxae5/lrmEcM3/e9X93RYavAFqeIRePJi5E6cgYy4OUo270fjSdHITVoOMqlFbjwhqBZjmMQkfKRkQ8M+jj7bVdkPIOErx4iMC3t+31EDA63c5QhtaYbIjxNkLHuj8jGnkjV+gDFHmUhQzwRESbP6leA1JV5SC3ZnnS292xEmHxk/LugLOFhRFj2QXFS15NO45Cy445Hbw3zEJm4xdr1NulZp00R8XgRKYNliPh8iNyJsxE5SaFUG3sjF+S1SBV6EOgbjSfnICn6bOCZaDzZH5Get6wf8pDyFMRu3YTIWRcUr5WLSOfDKP6rrfVXT0Sy/oHG67HIjdsRkbq+Vn4Tq2Mecgv3s/5KIfL9rbU7mImah8jxDLtGpxiZfBe5GR8FdknEIo9G48nF1g8BQd0dkfVr7Vz5SMk7DpHcqdYv/7Hr3hrN7GwG/K1BItdlaBzeg8bfnGg8GUGTHX4tRcS/7Tw/97bo4OCwkZGZFVqwJslaM7NCbjasw3+xRSli0XgyEyXvbA4MbbDId/C7hxSauYgUDEBxVocjV1Q5P40h8pF78kM0Q6MQGdw4ImUeIiPtkIKyA3JhXYmM8VREHjogA52FjP9SK7MOkbCHEFnaAc1QLLT6XYCC1IMkp9Wkl9MpRbPxQmgWYCPk/noRKTzzbb+I1eGvSLH6yuo8AxHEP1s/NLL6vIXITHOrWz5yw+Zbe5eQXvi8wOqwC1L2/oxcoNOs/vcmYpGiaDz5KlKJPkjEInvaWpBDkLv4BaRE7mn9PQ4pdcsQ8TsYqUEnImn5dUSGpyEydgoihoGa+JzVvwkijT0RGS1BRGeK9X8vRKCDFBpvkU7GWo6I1mhErIN4vP3R+GmKFNYEUkmDa/kxInYhROS6WTt2tuvanPRanNFELPJ5NJ7siUhWUzS2bkbu7nJEDAfatfoauR0OsfYeZdtq1oCUbfGIxpNe2YyshyvnZTSa9VzLY6f7fWvW9DjUb68kYpEPNmwtHRwcHNY/tjRFrB3pdRD/J9u2xbV8HY0nC5AKMRORsJakl+PxkHHuYIc1Q0RjH0R4QkA8EYs0TEA32ZSK3UknGA0UnHakyVegtr2JYtX6IcOaQmpJFiJs76F0Cz7p5YU8RLS62DkykJKzwv7OQ8a7P1CWiEVuj8aTvRBpzEbqYBgpMB8hUtPcto9ArrceiBgtRQrfDrb9VkSyMtDszoMQWShAMx/PROpWE+v3V+3356Lx5DaILJ1LeipzmZ3jLLR2YTVSivoiQvwVUv2ORySmh537jEQs8mw0njwHEao8RH4WIaLUwsrMRQHxp6LJAd8jBeoSu55Z6JrXW/8sJ72Q+DXW9mcQWUtZ31+NpoPvYtvmIbdvKXJz7kx63ASq435Ivbva+j2EyFtTIDMaT/ZGSuUCRJwPtONPQYQvgsZDChHsQaST6cas72ui8eR+iVhkCb9vdMrvVHNcXrsaf+6rzfPQhIk1wYVozJ5LepKIg4ODwxaDLY2IlSEysqRhMLERr0uRq+48ZDzfRypOJlK9MpDBDWJ5OiIilELG+1jkvjsRGBuNJ09Fas2Nds5TSM8YDJJ9BkZ5iZ17OlLjXkOE4QM0K+9CRGauQa7TZkhJWWj16WDlrkQqUBB8mI/IxGKkjvRG+cnKovFkFBnySqSMvYyMfTPkapuLyFJ3fqoGHWjltkOEpgARrypE3C5ALrU+pHOM7Wu/vYlchPugHGb/tPIPScQi19u16IUUuGq7Xp8it+AbSE3sZfV5BJGRS5Galwu8aUvgNCE9IeJi0kpgvR13sLW1BSJYM62/z7G+eM2OD2LFTkaq0zekU4/Uodi14XbdVqDg+iVW906IEE1FZKul9UXgnsau3a7AskQsMtWSoN4JfJ2IRT62WaZ/QETsMjRGdkIKThtgIfWpK1p/OnM7H05ftGu3L6x/PET6w2ic3RWNJ4/9uQD6aDx5GlLWYpvrMj5rgFn4lKRqvDlTKvuX/objnkYvEW9smGptWXhi7PBgJnMj4N/HD31/y3F5ODhspdiiiJjNKGu2mp9GIrKTQi6nt5HqUomMeQ4yym0R4fkRGfUgeLoWGb5+pFWqGxFhCSFikIvin7ZFakwH5CY7g3Qiu/lW3iGI2LyKVJrrkatuFopRaoGUl08RkaklnfOlDrmvSpFqFEdGtoB0Nv4uyI1WhhQVz+raFi2XVG7neQSRuAMRkXrC6rUDIhEg4hGsHbjS2nqctXE3O8+3VuZkpFJdj9SbXCvjEETeQDFz21s/fgTsHMRE2RJG51ifvmz9dgZy402JxpNvkHYJr0DxVydYfUqtn7ZFbsvHkfoURrNCj0DE6iB0LVcgEtYIXec5tv07a0uZ1X8OGh9hO+99dt3esf9bWVk1iJDubPt0A/6RiEXOjsaToWg82Z30Sg4HRuPJPZFL8zI03s5AYyMgmUcghXD75b1aZTaeviTT+nSJ9d1i5NptZ9t3QG751eFPaEzEkfvzNyEaTz6DrsXwTZXx30jmxWtx3DzURw7CiyjMARTDeN0mq4mDg8MaIfTru2wReAgFPF+CDOgzyM20DLWxFel0D3XImK8krTh9joxfE6SWvYEC4m9GCtbzyD12FJoV+CxSS45Fakot6ZgqHxGtXdFDcCCa6Vht530M/ptMdQ9EFqpIx4CdbfW6BLm+nkWE6ibbXmD1+ydSet5CyttJ1gf9EenrZWX2QcrbAmvbEchwBUn6GlsdmyNiHrL+nGT/k4hFzkdqUSFKzfEYIjKzUGqQbwEsW3zDZHz9gbcbZJEvQAQwD7219wSqln2b03rHXT67s7Y89Jq15T3kWr0BJU9tjJS4dlb+fCs7G5Glz61vqq1dXUnPbv0aEfJdkOu0rbU1H5HGTxFhPAWppAOtnHGIzGfbtZqN1LFWiBgF5Bjk0p5o/fw4cpXG0Dg8Dql+PRAh+wy5zaNAW8KhqurmeVWLt+8Eeskos3rORy8Wg+3Ym1a37JDhRODYRCzyExIWjSc7muv419ASjdnwGuy71cAI9uHReLLPpq7Lb8DQBn9XPzF2uJuZtxGR6WXM9zzP/7VPppcxf1PX1WHzwRaliP0cErHID8ilRjSePBc9jFJI2ShCxjmYIXkvUjUmIlefh+KLwogYvILSX8xCxrYOqROXoFiqDkjNOR6RnGpETg63Mra3aoWRcTsXvaVui8jTQYi4zUCKTA9EClKIMFxDerZmLRYnhEhBGLm6zkLE6MdELBK4HInGk28j0tcaEYL7EaH4Filb89E1n4qI2X52Lh8RpE+QC/MCRLZ+QPFx/0FEqBYRkRz7e5619zJEFn2kPGYhUnggIi3XRePJIuvDIuvTd6zNJy54v3Gicl7WH0LZ/iufvjf0IAvAbmf1/QAYl4hF7rbJGhejGYM7kg7gL0MkZ3ekcDW361tg16iD1W0bRLqGIhJWi1SqfLvmhSj/2l+s79qTTnz7nfVrE6ROVSHFCuuHMIoN+4h0upJDbP/lVoej0YzPL5DSlwfMJCPUxuq3BJHnna1OQ+za15BWcf8HiVhkorV3VfwVOCEaT64A2iZikdrVHY/cteFf+H1rRW90H5RG48lKNOP13k1cp9XiibHDM5GKvxw9V6ah6/ohuoccNgLqqG8zivN+db+R3PmrMyt/Dp7nHYZiffv5vj/hF/a7wvf9G9f2PGtYl4uAf/m+v3JDnuf3jt+LItYQPRD5eBIpEVlIzQqCf09E7sDnUCzReDTjbjiK2/kjafdlR6SuPIdUor8hRexOlOPrfaSI9UPE6nrktpqAbpQ7kJLSjnSA99kohqonMuCTkKpVSZqYdbPfGyGV5WpECs5Gys7ztv0ki48jGk/mopmJzaycP9r/ra28GFL3KtB1D9JpBAlQU3YOECkYj+JvTkTEYDJ6sH9pfbMDcgcvRDFrQSb/wdZHzyM1a6HV5W8o8P46c0M9Z317Wuth5Qub9Kusa9qv8hM7//FI5Yoj4jnctpcgwvsCypD/ALCTzZ79FLlH40gx7III9C1oRuwwRBZ3t3a3t+tSjYh1zNp1KCKo/RDZa4nI81Eozm87q/dUoMKSsuYhQjooEYtUmyv2HDQ+utlv9XZdLia9floNUi5boDG3BL0AvIlIZmOk7D6M1NnsaDw5NBpPrul9+zYi3i2AFdF4suvqdkrEIilHwlaLKfZpg+7LizZpbX4GT4wdHsz6jaExPR7dm5+RzqLu8PvBcWgm9nG/st8Vq9voCevL9l+Enn8O64AtnohF48kWqximy1A80enICKWQi7IMkYmX0VvjDkgh8RBZ8JFh3B65DE9AM/+uQCrZIw32640GYH9k2Psig30TMnr9kRLSHbkMuyDytR3pGZflSKUaiAhAqdU/hMjSfGQEOqAHbHNEZJ5DhK8fCiK/2do/BpHPcqRkdbP2nYmI4QOIRNVYfeoQCZyLHuJjrX9qbZ+ppPOc/cv6bz+k8lxp/TIXEcYgTcXBSDErQoSjHClHNVbXbYGdTfHax/pyQoshld/0OHHpj0161oyPxpN7ILdxNYrJWgH0icaTZyLD8gAipFOR4jPFlMCnEYnqjYhbkJbjAqt7GekYq6mIpAVvcZ8hRanU2p9CKTTuRiT+KTQWHkOE+3LgBAuMfxsR+gNMmQXAYq1OQ+rdSjTmXkAKXHfbrTNp12cIqXftrZ/mIiXzP4h890OKXYm161eRiEUeRS8GKaRivh+NJ5utybFbM6LxZNtoPDkTjakFpF22f9t0tfpFFKHnSJAE+Sjg9eOHvn/Z8UPfn7ZJa+awXmGLZw9D9u1Y29bO87z3Pc/72vO87z3P293zvJuBXNv2uOd5XT3Pm+h53iModKKT53mjbP/vPM87psE5/mzbvvE872bP83p4nvdlg997eZ73ped5F6Dn1bue571rv+3ned7H9vuzwWLfVs54z/O+9TyveGP115aCLY6IRePJxtF4spv9PQKRjqvsfw+5owpsexD/k41Ye1ekctyAjNwK5HLKRrFE39j/zyJ34wuIcGQh0nAyMtBfI6JWi5SsauDtRCxSbecZjxSRSaTXe/w3IgWfInXtY0QGJiKXVWtk9Mtt/xHIrbkIqSmjESFrigx2MOMzSOMRzAoNoXinSmvHycgNdwwiZO9ZuyainF2foAf3v6ztlyFC1XAW2jJEXPdCLrsgdcSpiCQ8iUijh+LiulqfHIQI644ocLiMdDLVXaz/F1tbb0XKQwI4FupPa99y/KzM8MoQInt3IJK8DSIpF9v1egwpdkEC3u+tfjOt7gMQQY6h2XWfW1++jQhWE/vtXfv7DWvjTER4H0NK1TGJWOQs5FLdA8iz8TbNrsN20Xjywmg8OSjotEQssiwRi0QRmT4YzZgMZkK2J03sfUSUKtAki9sQuVuGSFtX5NY9BCkea5xXLBGLnIncrXORAttsTY/dijEAjcV9Uawn6B7c7PK5PTF2eDekQgezI789fuj7E91syd8tDgVe931/ErDE87wgDdAbvu8PQWPha9/3LwMqfd8f4vv+CXZsL+Au3/cHoOd5sP++wCgjdAfaOXbyfX8wcIvv+1OB5Z7nDbFyTgUe9H3/dvRc2cv3/b1s7cf/A/b1fX879Ky9xPO8lsiTMcD3/UHoBdqhAbbEGLFPgH6mglyDiMoUU4X+iOJ53iftBqxARrU9MrS7onY/iZSQbKSEPE06sLoIDdSn0SzMXkjqX44Ur++RQjYCkbQJyDAfgAz1XEQKtrPyj0IP9l2QcvYCUsNWItXlcmTQeyCD3Ae5pR5BBM0DliZikc+i8WSW1W8liuc6GhGPA61eLUgnaG2P4qFaIoK3t5XVDClrg5D7clfSC1tPQga7HVJ/2iBV7QDrrzOQOlSElLWrrX87oZtthpXxAXLhTrH6TCWtUlUjYhhGKkNb+30aIiBDgJezMipyenb8eNIPM/e519rXFsX9nYliX1LW/5eTXproEkT0Wtn12xYZ0fnIWO2OFLoQUivzkEq1GI2dAxAp62l174gIZXtz/76DHkRPIbdnRyvvUDv+s2g8uSuK42uMHpIPIIKZg8jnIuvfFkjBWInc0FNsv90Qee1j9Wtj+z6KxkNjfgMSscgr0Xjy30CT1a1lGY0nc4D636N7MhpPNgeqE7HIb4lh+RAR/ThSr+ejsTR5/ddwndEVGdIgKP+gjXnyPz/5l3Y9O3y65Mzho3+S9+2JscMzjx/6/u9uPG0GOA69qIGeQcchL88Dtkj2i6tZYDvATN/3g/CPYcCTvu/XAwts8fAd0Uvmg0HMl+/7S23/+4BTPc+7BD27h/K/2Bl5gz70PA/0bP4Y2c0q4H7P80aTzjfpYNgSidhS0iTni0Qssg38d+mjgBQchIxbkJ7CRw/XHESMvkMLLM82YhNGikUBIktfIWO52Pb9P+RGmojIXgs0aDsgl8ByZMAvRANvL6Sa9SCdsuBSRE6K0OSAiLXjeSt7OnI9FSCj3NjaUmD1bheNJ88nncvsWhRU3g0pHlPtXFX2PdfqdTlSi+YgteUwZNgPs/ZloIe5j0hBDiKYUaQGzUSqYjF6e8pBcUwJpDSFEZF93dp1KekM9+WIDD6NyPEH6OHREcV+7YkUn8CtmmXnfglC+TMWDK5r1XTOg4jI5KJ4uyyrwxPIUG6HCHkuIoYgd1IIEZo3rL57IFVtiJ2jFl3jZYgcnYGk/mCMDEDE71tEZHezc2+PSNRYNFY6IfVxrtXhn4h432jbW6Nx+UdEIh+z/iyzvg9U1JT10a7oYfZ/yP3QzOr5KRovsxHZ/U1IxCL11tafIBpPZqCH7AKkDK4XROPJjEQsUre+ylvLOjQh7fbvtIbHXIFe4DqSJjeN0Xqq1T974KZDZ/TSATD++KHvL9pYJ77q2SuOLGi6MDHxx138K565Ysw2Xce8gu6fE4AeT4wdPgbYzxGy9QPP81qgl+mBnuf5pFeHGYnCMQ4GHvI871bf9x9ZTREVq9m2pngOPWffAb7wfX91CaY9IOn7/v/ErnmeNxSFo0SRndt71X22ZmxxrknkapsAPL7Kg3GGfdcjAjQMEaZ2iDQVoMDzwHgfavufiIz1p2jZniWIpByNZjtOQmTpCaSUgMjW0+jhHqgsQWzX0yhOqRe6UWaiRZ/vRnE+R5FeiLwdIn37IJfew6TfHnJIu/eOQGTqZkQQdkRE7nTb9jgiDzXoRilA5OJWRB48K/ffiDCNsrIHIPdYMGOzGBHF3RBJ+MzasDsiVOOsjjsj9Wqa7bcrWsuzPSKR71lZ2YjsNUGKy76JWOQ+q/sF1v5iuwZVVs/pwNXg1UBWzaLl3d5PxCJLkZv2ZKSG3ZSIRaZYUPwViJzmIFfsRLsG3W3bydYvE5GB+NDaMA8Z6Ql2/nFI4XrQ+vo+RJAGIuUwZXVsiVyi2XYdp2MLtCdikY6JWORhNHYyrL9vRSStB1JBj0EKRjUivsHMzw+RUnqSnetjRAgesT7tisjBjEQssoLVIBpPNonGkz1W99vPoXPrr3pmZZR1Bn/WbznulxCNJwuBRdF48vT1VeZaogrdz3N/aadoPJkTjSdbRePJgHx34qfPxlyUVHfgBqvp2uNwNIZSwOsWuL9RkJlRuaS6No+6VJbXocWkXVE+u6vQsy8DqdG9Vj3uibHDM58YO3zYxqzr7wRR4FHf97v4vt/V9/1O6PkzHFjg+/696Lm1ne1fayrZ6vABcIzneWHP81pZGWPRy/qpnuflwX/JH77vV5FOm/Rgg3LKSCv0nwC7eZ7X047N9zyvt8WJNfV9/99IaR68zj3xO8MWdyMkYpHpyJBfusr2F5D7aiZpF1ALZAzfQoRkXzSQOiFjClKVhqEBeB1SeR5ABKwOqSwFpGOwzkAGMRMpCJfZfk8jlSgPPczvR/FR2wJ/t8Du69BDvQ0iRkFs0PMorqwQqTcPIhUFFLvVHSk5PlJtArfarcglN8r+/xyRveMRyeoN1Po+y+orvbPs3EcgslpOOnbuK+TWXI5WJkgCS8pmZF5W+kNWF9+nM1J4uiAla7n15/6kl526C7kZ26EUIfchErEnNhHAYqpAebfCVo/iRCyyHL3ZRxHpedKuwTggZKpNc7ueedZ+ovHkEciFWI4UuL5IMd0ZEaYEcid9bn2+IxofV1u/PoqIeQZSvh5D7tTpdq4dkIELkr/ORcHzLRHpzEAEdjRwVTSejFtd/4yI6T8RgQry2pXbdVmKSH2ZtaXMyuti7dwL6GyKUhDMH6QnWG2gazSezEYk/I2fmx25OmRk1NyVlVm1S7NG85qs6TFrgJORknfzeixzjRCNJ3eJxpP3R+PJjolYpCYRi3RNxCI7/cL+HiLgr6MxcTbplC51vg++T6i+hqPQeNhs8MTY4TsgpRc0hnZmI8YAXn34399burz11307v0/TRgs936cLGqcV6FkQJNnmibHDvSfGDs+yOn+D1N/JT4wd7nLXrTmOQy9rDRHM6P/G87yv0Ite4Lr8F/Ct53mPr6asF9Az7xv03LjU9/35vu+/jlydn3ue9zV6MQ/wOLqebzbY9i/gdc/z3vV9fxFS/p/0PO9b9DLZFxG10bZtDAofcWiALdE1yWoSV3pI6pyBjP6OaIDtjoL2OyLydTB6UMxEqQc6IqNciMhIHSI9T6Fg7jPsk0Kk4HA0kFaiQbYjIn9VpBdt3gmRs3HIGC8AZkfjyf6k3aTfJWKRxbam4k3orf0+FBw+GZGSbVBsSl9kfG9ExOef9nsrj7pnfUItINQGqTBBHq8SK/cqoHGqlvCMp5vd0/2UZcs8jyDNxSDbP2TlLUUEpBsiYqdk5qdaLf64capJz5ovvEx2RKQxZH0z0foziO8ajQjKEOuPZ6ys/tYflwIzovHkUESMd7A+a2kJX3dArsM868cKFCP1MCJBD1uZByLCMtfanI0I6SuIyP0JKV3ldt1mIbXzQ0RWX0rEIiui8eRDKB6tt9Wnve3b3cpfae3NQMrjcehNLogxrEcuw89JZ4T/EZHqLKQqfmvXf571zRQ04zRYLeE1ROS6IIO6m7W9PTDLUpN0tXNlJGKR91gNLNHrC1avsXbO1SIaT7ZALwS7Aq/37lh7Y/NGc/+0fGWbf/3cMQ2O3QGR2yyUhX/KavbZBRHHFNA0Gk/ukIhFPv+1stcHLIbvJjSGctfwsAtQzF8K9V+Wba8E7vZTnIpH81QNfjiL1Rm0TQJTk9qhcToNqe7noPttzMaqx/xl2zzXodWU9r4fym6Usyw3HCYLGd6RWD7EJ8YOvw6N7W3RPd/CfuuGXhof3Vj13ZLh+/5eq9l2O7r2q9v/z+ilMMA2DX4LXJojV3Pczaz+JWoYih+rb7DvHei5Hfz/DrKLq2J1MWUOhi2SiK0GbVEsVDWK22qBXEHHIGJzNyIdLyKSlYGIzRTLGn8/QDSePBAZ/2uQe/IjpKw9iwxnHiJNrVEqh/0Q6ahHpOQRZFz/iEhd1I5pb+c/HhniYnPbXG5l7YGMdRdk8E9DsyObIwMRRkrWQkQsW4W8mi86FEzcbWlZ+8yKqpaf2PkaIaJ2GiJMLYHl+ORnNE0tRsRgGSJi2aTXxmxLOlnpIERqF2Y1rw+3P2DFg6FM+iAyErbjt0fGfBkiMg8lYpHiaDx5mbVllJU/BLldn0Yktiewh+0bR+rQWyjIfjpyE7asmJ25JKtF7fmZeeTaMR4Kfn8SKXdBzMlIJMMXIgLyF6vje6TXpWyDSN0pSPnoHo0n51s9J1kd8hGZvIP0G2JHNI7KkPvzKUTSJqGxFbJrE5ClmbZtH7tGdcgtm2P778T/s3fWYXIVWRv/3e5xibu7EQGSNBaGII07jezg7tq4+2Id3FlkgcGaEFw62EQgEwVCEkKIEPeMe9/vj/fcvUO+hAQWlmQ353nmmZnue+tWnTq3zlvvOVUFN8Sj4W8isURfK/tNlPN1vl2/L7KdJmYnuyK7q7Lnb0z+hp07Go+Gt/+V60A2d4H9XXfnsbdch/pgo2JnWd6K7MTLSwkjYLm+7Ih/wkQqMCESSxwcj4Y/3ES9/gi5EfVrZTwa3tzE+uXoveqIPx7WI1bhnkCQdW6S64MZfBKPhms2VshfIKeiCU4mst85iIGf8iv3/OFScPHht9/13idPVtfUFGamlbcLBmuq0DjiRVuy0Cq5Uvu7MWLVn0OTzMcLivLeyA8VVv0n6/1nSQrB5ZuzWWsKwY1OlrZEcRznLTSObcvt+hNkqwVikViiaU1x4IGyeelzqpY3uj0lJ/ladqfqE7I71vZHDnIscgr3ILAwHwGQPihvoQh41tiEo9F2FXciZ5tEg0kKCgWegRibVxBgaoRAUlM0ELooAXw+YkWCdt94lNP0uZV1M5qxtkBbETSxz2YjJ/w1AiQnocRuj5kZYvXazp5xtes6F7Ru+sPXgUDt2vKq5nNQaPNw5Gi/QuDzCGBxMJ3nOx9RPANRwh5jMRnNkLqgRP6FKHS7I2J6agMpLE9vmnRRPttS5KDaIvZsb6vnOcAAY5jKrZ1BBBxWAj/Fo+ETI7HEIJSHsM6YwKftey/Mey1QEI+G3b5tvn27U2RNh2DH2s8CKSTtWZjOrgdOi8QSXeLRcDwSS9QjVmoNAi7XINA10+q8YzwadiOxxBgUVpyCQGRnBLAH2729EMjLQExm2Pq3LQKDA/DDrR9Y32UhgLwcgaXBiMW803Q7F4WLFqJZ6/6RWOKfCHRVojDyKYgZ+B45/2nWT3kIwE9CE4hfAzKpVubmDO4vIQYvgADr5siJVhcvZDcJ6WBD8jRiBZshXachYP6fAGLz0bu72U4uHg2/GoklOiMmzcu1chBY+AAY4gTACbCh5OS/RAqK8voj0NkevWtNgP3yQ4U3/tp9f5Z0ajXdY9Wz8Jnoevx0Di+1oAKNb33QpKsPGjO2JID7b0mtW9fmr67DnyGu6x7xV9fhv1m2WiAGNK+vChyR2rjeqS0Ljls7LfP2ktnpTXqcujqJWIb+yIFUoYEhFTmH3vj7NR2IckJOQoxFAP/MSQc5X28VZgA55F6IFdsDAYPb0eCTgmbWZ9h1y9AxP3EDArsgsBVAuRON7Ped9sz5yDEehMBRKRpkh6JB6w0E6rKB21xSu0+aHWmGAFoNAntBK7cPAm3Horh+Vysz3XRTgBz+g2jAzEGOtpP9X4hYlo72PG+PqxgKEfZEzJm3YuskxL79ZPp6D7GTuwIvRmKJo+PR8DfAN5FYYqLV51MESLMRiHjVdtyntjh4UyCNXCdIALFGWQgsNbW6RYCmtu1Cvun5FRQ69LYU8di03W1lbBS4EAGeeQgAfomA0uJ4NDwpEks8Y+V5e31VIvspQ0D3B8Q4NuOX54v+jEBlE+urI03fH+Lntb2BD2i8Pd4eQ/kYHazO7yO762592sna8LGdHoCdYDAMHTjuLVZ5Enhuc1b1GSMXRxOC5zZ1vYX966xdC5CtHBGPhldtpPwaBICX2ua8L1o7NyjP3ntUIJXq7BOveO+P2KPrJzSZuXpDXxpj2wXtI3gMYkuz0Hvi4p9+AbKN5ahvxiKG8i+TgqK8AWhsucd+vHe1Htlr2sbv/nMlP1S4vKAo7x408atCffAxGkOOw2dRs9E7cAJi8GqBT/JDhckNlbtNtsn/ijgKFW+dstdJY4/NaF53Ymb72ublP6d2S1YH5jXqVf0YchpXI6fWGwGPkSgE2QkNEtchhqME5R15obGD0OC8Ag0kY1By4i5okKm07y9DrNooBBBcKz+JBpzrEDtzCRp0hqFcpd6IKXkVMWE3Ige/GwJ4XyOQ563K64aSMYvRoDsLga1aBI6aIQbsEQTeaqy+5Vb/x+35Xe353fFZqEzkZDMR8FiJAMst9twS+2ljbT3bvveSzSvQ4Ftj7T8dOetitGVAGH/7iOGIcdu+QZ/shtir8UfuftsDyDnOyw8VFkViiRPsf29mfRrKk1pqCfE7IAAyEIGztQi0hpAD3dF+/oFy5S6yPnsJOYO3kH18aLq5EIEwD3QHre774IdkH7S+uwcBuhIE/NYh1ud402+x6eFFlN9XiQBVGAHjn4BwPBr+f6v57DzN0YixexnZ5pXxaHi0ff8GYssOiEfDvysMFYklegDp8Wj4+828fgDqh5noTMo/bFuK8+576utSmg3o5M4K3XHF9ZtVnw3UrwVa3PEq8OGG9kqz6x5H/VWJJg4ZyAaC9rMaTYw8xjwNhcQvi0fD/7G8qw1JQVHeTwhEXm516o3eu3PQpOeN/FDhb+6XgqK8OxAwGpofKlzxb9YxYPWakx8qrC0oyhuF2Owx6D3a0Aq+scAe28DYNvlflq2ZEeOzfw57LRJLzAJOyulc2x8xQdehxO1UBHL6ojBcEn8frH0QOFmJBrFJCCC8i/KOhiPH2Q5/j6pPEMuWZffdZmU2s+rMQ4xWDxTm2AuBoUzEmrRCLMjRKGTZE4G0VDRQucg5DEFh0iMRIDoZsUIDkKM4CzFQ26EDqU9BybHnWN2OsHYsQuBlJAInp6MVgX2svrUIXCxBzMAXCMjsiZgwb1+spQho3ILYm24IvO2PAMPZCLReYfesQ0DvdcQqvIoS5TuY/q9A4PVAxJSMsfZ2rK1LeWTFum7lkVjiC9P3sWhgz0MhwTOt7n1Q6LUZyul6zMpIiUfDlXbNZGCy7SXlhcamImB2EgI3/SKxxHfW7msQ2G5m+joDAcggctZNEZibjkDvdJRTthwxZt9YXTuglUTbofDWFOvX+ng0/KadBnGClXEk/CvB/Uzg5ng0/HMkljgM2e3EeDR8nV3TFDGwb5i+5/I7ZUNJ9pu4/rsG//6he4PVkVrs4lSXO40rN331RqUXAvX9EXO5of3SAqj/JqEJThD/jLyF6B1ag2zkVPx97jyW7S8TO9Dby7u7AE0cQOD4XuCEzQFhBUV53ZC9VqNx5FZkm6D3dfi/U08DUzMbfORN9pqhrXBaWN1r8HXfFU1c/x8jWlCUtyMaZx7IDxX+lg15t8k22apkqwZiFppaANy99ruMblUrU4e13r20aSCVVsjJ7YSA1BL04nsr4dojx+vN0IYjkJKP9hfbEQGV0xAISENsWBA5olaINVmBQmwLUVjqCvvc27vrQOQcJiLw1crKrkSgKsXqtBiBk+PQgDQSAaskSviejg8CL0bOvikKZ+6Nf4h5F6tvPnImEcTKjMLfELQWAYcHEfv3KZplH2u68NiBABogGyHmpxQDFPbjgY5VCIRcatd3QUzWcBS2PRKFMydae4YjsHoEciwDgMffHX/5aR1bfTvp5xUD97B+a2t1eg4xTUOQ87jRntPP9BeNR8NvWt1/sXGkrcb8FlgQj4bz7LNxpmeP4bjPnvcMAt7edhVpptti00WO1TcH5fWttHoUIyBwmumh0nR6iLXhEKDc9jwDgdljsU04jW26DRhSX8vEIaFJ0zofw0DH4af1mKcBCPSOtLqfE4klvkJANhUB6M+98GQklphh9e7rhXy3RHnq8lP3i8QSzgPRo353HePR8HjLvTsDOCYSS7RFzN17AJFYojUC6++i8SCIJgyNrYg2aNJQj1atzkSs9DnxaPgX2+T8RZKDxoDu+OeUghj174EVBtauA2bmhwpfW7+AgqK8johZb4omMg3Hfhcxwn+0HIzG02n5ocL5xpjlojHvBTSmPpAfKiy1Og4HavNDheMKivK8bUVCqO3v/An1+8Ml4GQsc6neZLK+Q/rypFv1X5lPtk1+u2x1QCwSSzilP6W/UrEkpV/LXUkJBFkNHDj3ny2+TmtW16vZoIqV6c3rvbyWegQW2qJZsoNATwvkMEsRMGuJQn4HI4fWHg1O85Bz7oPASAr+Pj0liC1qimbjE1G46237vg4BjonISU9BLNgDyPnfgYDVOLRZaR/8cytzEOPxPWJdFuHP+q9CDvYxK7sLCtNNt7bugUJv16HBrhsCZd1QuCUVMQKfWfnHWnkBBBa9FU/eis1CK+9mBE7Wma5CprskAmVFaPbbG4V37kAOb4DdE0MD8I0oPy0fgbiHgZra+syz5i7d6W3T+afIIbZCoPFb65OPI7HETiisOcr6aCpAJJbogxxxlf0+D+VczUOsBgDxaPhplFDu/T/bjiSqsP7rYLp7CwHZ9xAAqkK2cxlK4vb2StoVgd8nEQuWhsLfhwBp8Wh4IQ0kHg2/FYkleiMABwLD/YEpi99pkpvZruZlN0ljJ8j0SCxRitiECSj8fBFiBtvjv7sXI3B7rOn9ZttTrId9700e/hSx7TCKbef+3yWbCxQtP64S9fmhwIp4NPyVfT0T6SQPMY5ldv3NqP3VaAyoQbb9FLJFz/b3RPb0DALmn6H3YUuQPsiuWrkuJJPUBoPMQ7aQi979NPyNh4F/MUppaNJ3MFpM4m1B48l0YNCfERq08y5HNfg/iW/3+Q2vNZBWgPqnCxqTu6D392O7Zk+0JdGdvycM+58Ql+rWXX5BCm5Y5tN3k2BtQ+I4Tj067cVB/u0C13XHO47TDnjIdd3I7yy3zHXdnN9z7+94VhfgPdd1+zuOMxy43HXdg/8Tz95SZasDYkC3iiUpR1X8nB50h1bMI+jOBKpwnYdrVqcWpDevPxqBleeRExqNnF0Af4f5xxCDU4vAzFWI7VmCnOLxiCFbh4DE/ohCvwGBt9nIAb6IBoy19rsHAg/voDBHd6tHT8SWzEShRC80utrqsovVrRKBrftRbtedyIF0QYPUajQonWvPO8fq2hp/4cEINPg+gQDNCGvTqQjUNEUrFKtRuK4EsTt7obDNiVaPRxFQ7IXAWxr+/lD1aIDsib8prIsAr4OAwgjTVQkCbSMRmFmAgGOm6WA0AjjPWjndEIu2Dq0C/cb0G4hHw3WRWGJ3e+bseDR8E74MQsApxfqyazwaru7qzNoT2OjhPZFYwolHw+WWd1aLQoL3I6apCXJuGQjMVVlbvrfvLsNfZbcfApirrW2rPUYrEkvciMDdm/FoOD8eDS+MxBJOJJa4EoGo0VUrU8a02afk6Poqp6yuPHB3WqPkeMQG9kB28wSygVusnR3xz7kcg3IQx0RiiXbINvYDav6MY4YisUQ2/iHkO6K8u1M2cJ2DbHsuso9W64U5f8szPdZ3LmIqzwI6RWKJl9F7eBSy0Z3x7XRvxMpeYn//E70jDyA7W4Mf8gsie+2E3vnMDbXpL5IJ6L0ZAlBa0bK4tj6zX8smP1+L3qWM/FBhqSXM31hQlHcamiy9ht6pRlaONwaCwOkM4NAtIT8rP1SYLCjKGwHsV1CU9zN6B73FPLcVFOU9hcatwfgnofwvSqUd7o3jOPuhNJg9XNddgsaFP10cHSTpuK77l9vNf4tsjUDs52Y7VN6d2aauqVvPVfFouAyAKLWRWGIgGohXo8G0AxqwO6IBqS3+WYW1yNn3R6BkOXLCHRFLcxRa+egxORMRcJiGZuP3IYeXgwa0RxFoqMXfWywNAZkgygEqwd97qhoNjO8hwHU4cmpJBGQOsDJSEbhrhhiYp9As+DPkWFyr71TkOI62+wIInIxDzFNPBB4WIlB5pd1fjIBYTwTUJiJWoSMChdlW1o5Wl9UoLOjt/ZWJnMRcq9dSlG/2AP4eRxn422b8bHq7BDm+r5HTuMv0+ID1xTfA5Mz0dZkpwdqhpRUtawy4PICYjI/5pVzGL8+aHGF/Xw707erMOnee2+cXqwojscQpwC22p9s001cFyt+qQ8n1i6yeHVFf34EP6BvhH/W0m+koG+XezIvEEoX2/OuQLRyDzwR0t3ZQVx448/u720TSW9St7H/1shsQEG2FBtkzUQ7b/eh9fRnZZNJ0VoJClbvZ95+aHraPR8OzG7Q1AzGBPwG3bIiFisQSvVA46CXT/5yNsFXNEAgbhGxj8QauATE59yBm8ligZSSWGLSxFZcbE0vGb4Vs81X07iywNh+PGGdvbzfwwfF2aDXtNPSuH2/fNUXhaa9tlci2lyFmLIAmPx2Rjf+lYiDlbKBZbX0gMz2t8usm6SvPQHq4A6i1UN41aNIYBoLJpEBXwOe/puKvxs0DfjLWaouQ/FDhfRae7IBs3EHv2LlozLoK5fIuKCjKS88PFW5ylfB/uTTC8iHXY5lOQakfjZEvecl13VvsusvQ+wLwjOu6DzQs0I4jehu9I6nA9a7rvm3lewB4MJr4L2hw31CU7pKN7HJvNJbehb9v5aOu6z65scY4jrMH/qkALpDnuu4fsZp6i5etDojFo+Fa4Hqbbe8QiSUWIGeUQC9uOdqzqQMCRbuhTp2CHGEGGqgmIge6J3KwdyPjLUZhLQfR9m8hJ/A+AhMD0eDcAgGXepTjE0c5Y7UonPkoclR74oeHnkaAZwcEkPZAYOUy5Ci8zSV7Iee/EDnVAOqrEEpi72F/L0GO5gbbImMkCpWBnOVge+5YFGI8EL0kL6LZUxN7/quIVfvRPitBoHQkYlYaISD7M3LkzfDDPV3QC5+Jvyt/Ff5RRG+gbTu8UHCO/T3X7itGICWKGKA6FPrLAn6sqclIDWbUuZnp6y6orG6SjcKqewOxSCxxD0rQL0Vs0VDrt1bWnmVWl8oWO5W5BrwSQIndk256bWQnHZyFGJRGCCDORQPdt1ZuLgKR3jYhZciexiOQf5Rd8yMKHwxHoKzG7pkeiSUybUHBT1g4LZiZ3KXFzmW5q77Ofcb6+yLrgx4I9DdC+YAn29+3IrD2oNnAJATkByEw29jubyhD0CraemCZbSp7LQKsu+DntO1hfb4EvS+T1ysHY/ROQTb0ZTwa/nL9a6z8V6wN6fh5lWvWv3Yz5Gb0buYg0LfW/p+CktWfRQDLyxFcifohaG1Kxz+DdR2yiyboXeuE+mFHq2OlXb/Srt0iJD9UuBrbTLOgKO94ZANdkV1Wo7GqC/5eaIGaijTHCdaTklZPUCkcQzDwuSUBsPXkaPTeeflTHoPXBbH6LRGIfgdNmP7XJNOOHspAtr3XRq4LIZKhApjoOM77qO9PRaF3B5jgOM6XrutObXBfFXCE67oljuO0AL52HMfLz+sJnOy67i8WrziOk4bY12Nd153oOE4j9B6dDhS7rjvUcZx0YJzjOJ/gT4DWl8uB813XHWeA8L9ik9/Nka0OiDWQroiVeh8xOzsho+uBgJiX95ODUPpY5FQWI4e1CxqA90WbhP6A8kM6IqcGmhUEsP1u0A7ooEG9D2KzBiAw0cx+XPSS3IPyGXqggfFxxELNQSDjaPv8DWRwOyI241TkCMKIyZpi17dGIdEOVvc0xDzdAvSMxBLHIYe0Gng2Hg1Pt1yhKxHwm4VYlfkIBHa3ch9Bs5zZCIR4eQLbITaoDf7xL01QDlhj+7+t6acEgbYb0ADghe+Krd0dEEgag5y8Y3o70/rqRSt3Gpp11SN2b00wWFvTvNHPS5PJlI8XrmzyqpURRMnVdwFtIrHECfFo+MFILDEd5aTU27OZ5/Z5GCASS1xh19cDq2yl4mumnwcs8b0ehWt/RMD8S3veY9YnL+EziS3Bndg0Z9Hw2vqsy8oqm7e2Ng9DdpKOwOkHyF56oHBYv0gs8XM8Gl4ZiSWWAzs7AZp0jqwbN/Groa9HYgtnIsd6QTwaLo7EEiPsvscRCL0R2elw66cP0DmJPdBikf2RLXWKxBJl+AsGZiI2tdb01xHZUBME7lLj0fCXkVjiOgTOsllvZaZtrbGj9dOCeDR863rft0SsRVvE6DZG9jEYTSo+sTNXicQSwfXzyqz82639kxEQOg1/MuCxlB7gHYjC/CtRDl09AqIXoklNF3z2dzECgTPQe/odGhPykS3W2ffLkO23RwDwYrYgKSjKG4TejRR8kJKKf/btPshOf5w1btDfKkuyztzxwPELgtm1+VtCCHJTkh8qrCwoyrscjQkO/jFs/0Dvb2PEug8vKMq7DBiQHyos31h5/4XSMDS5C/BPx3H6b+C6hOu6q+26kWhccoG3XNctb/D57lierYkD3Ok4Th5+dMbLZ1uwPggz6Q0sdV13IoDruiVW/r7AQMdxvJBpYwTmZm+gDJBfGmFnY450XXfRr2riv0i2ZiC2EDnIaebUDgaq4tHw2kgscSly/hmojc8hp38vAkhXoFyodxFwGYMAUTn8a8VlczS4/YAGtyrEEByDcrMSCPWfghisvRFYGwr8LR4NP2sruW5FDmKJsVYPIOdSgZi1lviMXgLN9koQAAshEPUiAn4dENB4BNH1LazsLxFg2h+xTh2MkWiNGMEO9n0movaPRGCuEXJaf0cM4Uo04O2DgO3eiNm7EJ+VS6CXaXfkKNNQntcbiE2pQS/z4ejFe8X06G2ceQLag2xX09vt1jfbo3DJEciR3wq0qqnLfWbB8h0XIpD5JXIyKxCwnI7o8TqAeDT8aSSW6AqUxaPh9WdTCcQ8eqsfS0wfWXZ/a8RsvoOculfnkxHDWYu/4/oCgEbZy+8b3Ou9nhXVjdaO//74F4GFkGwMzpXgrEBg5NR4NDwvEksEra+fBWbYEU+jTF8XxKNhj8F6xeryurG+HjO5yuqUixYjpCGHtACBssMQkHjJ2niP9XEpstNZpufjkcM+wd6VtdbvbQ24vYHYsBbAyEgs8RpiTGtQftUdCHCWRmKJY4xJTDP9HGjPWGP1bJgU3g7Ij8QShyCw2zQSS1y43mKGvyE2eiGyjySyqVQ0gXgQTTwaWV+kovd0qbX3BPyD2nOtzkn897kdsslaxBZ0RLbUG//sw04I2O4IfBmJJdI3Z6Pc3yIFRXlNEIva3Z5/QX6o8O1fvcmXFYgB/RwB8wBiUJ8zlusF78L8EHcUFOU9B1Tmhwr/35YeW7B4k9P78U8POAP1u4vG6CDqr6vRBPB/TlzX/cpYq5Yb+noT/29MjrfyBruuW+s4znzkR0H+8beIA1zouu4v0kgszPn/xHXdu4y5OxCxZ/u5rjvrNz5zq5StEojZwJ8aj4bj3mfxaPjTBn+visQStUBFPBqujcQSK9FLewGaAT+KBvu/IwbmSDRIj0KOeDZ+jtN+yFENxd+wMw1/VU/QritA4OQDoEUklmiCANRalA+1WySWOBnRtZ3tvgkoXHmjXeclrT+AZuaXIUd0F/YSWM7OFZFY4kG0KWcyEkt4L0gWWphQhgbsDJQz523F8RFiEzKxhHcE8IKIJVxr9au2n1Srg4sAXw1yXq3s/tbI6fZBQKofdrh2PBqujugQ5nq7ZxUCBLtbPb5DjFsT64uBpsN0BEb2RE59/2BFzbj0dZXDK9o0+piAcwgCYNVoJdjYhnlMDfOPbO+oT629RyNAfgByyl/gHw69GgHHBxDbswwBjtkN2t4eObn7EYCsLatoMb9R9qoTZy3cfRBwFrgHgZvSsvG87JXF3R+0MhZEYolWCBR9aXXohFi1e63sqyKxxF4I8G6HALq3jciVyDYfRIA6YPeUI3b1FARcD0b7o9UiYOmFtNchEL6rtT1sbemPwMAhyJbvRqCtDWIEd7Hn7oHek2WIIU7HXwlbG4klOqD3qQABtqDV/3EE2B2rUy2yp9boffsJG38isUQbu24aCgNPQ7ZxppVXa/U7yLp2HX4IOGb9WWd9vBStYD0J2fM89J6G8Bnu+fgnTfTAZ15qkb2MBZolaxiRrHfa8CsnA2yuFBTlNQVK8kOF9VbnvvZVe+C+gqK8BfmhwmmbKic/VLgU5YJRUJT3OZqw/LixUGN+qHDJv1v3/7TkhwprgDcLivI+QiDrEDQh9cKuHhPoAscWFOXVA7duDYzfHymO43hj92r8fdk8CTuO0wyNuYej8T8JPO84zl1Ih0cgQqKhNAZWGAjbEz/v9tfkB6Ct4zhDLTSZa8/9GDjXcZzPrLxebDyfFMdxuruu+x3wneWc9UETyP962SKBWCSW6I8A070b2SX7ZhSOO3F95sOc3jPIkY9GxuYxSl4e01kIpDRFHT3Z7nnXfu+MnE0u/n5D/ZADLMVPFD8FGXQT+98Lb1yLBvWmCBAtQcxUK/zchzQESva2eg2yz45GoORkxDy8apt8ng3sEYklvkQrMXcAzovEElEU+uoKFMWj4bUHXfn57imZ9e+kNnLTUEjqXcRy7W5t643CqnNQuKoXAkMeuJpj+mmNHFcVCre1R4xdU8TEzLA6r8UPz+5v9y1AoG575MQ7I0B7lpX5CmIFf0aAZToKFaYixjEVAYysZt8s+VuLaYtyl+V177x2u7ajTKd1yGn/2lrxvfFDeDPRYOXla3XAd8BBBIL2j0fD8+36NyOxxN3WX58hEFNu9e8BFCfdlJ/yQ4VzRo5J3IzsY1Xb5rPm1dZmlSJwcgfKzfsB2dJx8Wj4jUgscSZiXPpbO7ZD4buTEAipRrmJT5ve+1v/TEV2WYAG1mw0cTjT+ut2/FMe2lv7mtvvmahfj0GhznWRWGI/tHp4AALQrZDTy0Rg+SD8UxdaWbnr7OdbC522xD8+7F6r49/wc8Hq7D4Xf5ViGurbxnZNzD47Jh4N7xaJJW62fqvBP3ZsB8SkZVkbs628a0y3RyEmMwctXslF70RvxO4mrZ+xZ89HYNxLXHbs+yHA/vW1uBVLUmpXT8gZwPX8W2J7eM0DAgVFectQ2LQef5FAD2BKQVHeLfmhwlt+Q9Ffo/Gi+N+r4ZYpFnK8uqAo7z7E9A5HtlCBbAAE9q9G4fT18yL/G8XLEQPZ7Mmu69ZrIeMvpAitMu6AkvUnATiO87x9B0rWn7refS8D7zqO8x1iXjcJhFzXrXEc51jgYcdxMpFd74N8aRdgiq20XImf9rMhucTAXxL5vg839ez/FtkigRgKu52IjOCfG/h+OmJ9akHMh5d7ghxSGzSwe8u2X0D5LrcgJqYzavsTyEHdgAb2T/DPbvwJsWDeCscEcqp3I/bhGwQ4quy+d5FjaYx/5uJgNNB+h5xpE+SYctFAPBs5uAoEVnpYeRUob+0stPpuHzTweAmYLfA3VF2HgMudiH1xVo5r8lrF0tSm9RWBvJnLBtZEYokXEFB42sKjp6NQVjYKawxCgOlplOPjIEe1FoG0FPQC7WH1Xo0YmvEoHHQaAkUjUc7dTpFYYl/EBOYgx/Oxtb/G/vdy1wJATjwaHhaJJc5D4KmD1Xcv4KaaZlmrVm/f4bKS7i0G4e/fNTIeDZ8ZiSWOsNWUIzawVcP5WOKytRX8rQ1SrC+moXDYDugsTAeBERexMlWml+eRLQ4F9opHw/NtCwoHAa0QOPGlq7f7wfqkHA14Qfwwnfe+9Ue22cPq+KTp5VjTy2j0DjyA7LM5spPR1jc7W/06Wl+UW78MRGD6a/xtHBqbvl9D9v+C6fdAu+fAeDT8uuUTpllf9gNeiEfDbSyX7n30/tRbW6LAuEgscTyyo7ZoZWhb01lTNBi7+KdLBBEQHGHPKAfWWl7YK2gDVo/Vediub46fI3QMAlQl+JOZqSiE/5M9e3v0vu1i9WqNz8RVm44r7V4X2Wx1g2d44WcCKQQy29alNOpd9Uc49yp8ENjG6uWgUPjZaMxxgFMKivLWAU/lhworN1DOL8RYsHV/QP22aMkPFa4C9i8oyjsd2Y8XmvYkHeXWPvgXVO8/Kq7rBjfy+Xw0rniyyHXdwzdw3Qj8FeUNP8+x36vQ+7Mh2VAumnf/RDTmrC/X2k9DKfbKcl33CzQhwnXdCzdW/n+7bJFnTUZiiY4I7Dy3gVyf9a+9FzmzS+LR8FP2WT4CAVfFo+HPLZR5I3Iglcgpj0fszq7I4SdRaPIlNLt/CTm2vvg74GejQbUxmo1PRoCrLzKsxoi5WIEc+xzEdiTt3v7oJeiLmKATEfM3zK4rQQ7hDrvmQvusHXJCdyGH0xoBwdHAdetvMbDrAV+9U7MmZe/iWZmxH4v739hAV/sgYLQQgUcH5WX1sbo9jJiF+ehlWYXy51rYsw9AgLHefu+IQEpH09E05BT7I4AH/oakX1o/NUMz2MsQIMi15/Wz+0YjZ97C2vo6AkrPWV/lYvukxaPhCyKxxJMIIO4cj4bXNdRDJJYoseuTCLgnERh0EQi7JR4N37HePY0QO9TY2vsD/iHgX1m9hiMH/qnp4VDEQIFmoe8gFrThwoNmqD+bI5A9G4Go463s5cAR9dV8UTI7IzO9WV1VVvu6PGRL46z+LyFHfjsCyEkEkDKRPfRDtnIDYoKHInuqRuzl46bDExHIfhaBk3T8UF0emrk+jxbD9EQh/QnIVt+LR8OPRGKJ7gjwNbE6Nrd2FKIJiMc83mt67I5/tmMdeo+qgJfi0fCtBmgzvCOqIrHE9YjtWYUmTrWIjd7e+m8hek/ORbZ1NP7CknS7/mcEZLOtfe1MF5n4Gz7n2N/LrS1Je04He859f8Tu+gVFeaci9jkFP19nndX7GDS5vN3qWg7snx8q/Orffe5/kxQU5eWilbpLEdvSGn9ys3N+qHDCX1U3T7aEnfVt+4ohrute8GeUv03+eAls+pL/vMSj4YXxaPjxTYEwkx3QwNswlv0xOsrkq0gscQACWJeglzYDDXSFKCTyPP6O9CORo12CwjUj0Ez/NeTIAgh4fIRm2dMRoFiABvcaxCg9gBznD7YybAhirRbj72PWC1Gvl6MZ8VpEBaejUNPVyDnUoRDLciuztZWxA/CdMVw5kVjip0gs8VEklri09bCyE4u/zwrXlaQ8OqjP1BMH9p52vOnlXmvLUAQkP0MObQ7KNemOmJIc4Jt4NPwTYofuROxOOcqX+QSBxx2Rs34CgYAQAil7IYAyHDl/D8j8jH+GpRfCHYscUioCceXI+dch0LwW0eVtkbMvt+d5s6wQfnhifRltfdMWsTqlyAkmUa7X0+vfYEnz19ozllkZy5ANpSM7mGv66obspIl9vgsCDnXI/m5FIHJHKzMHsXknI/B6MLKNR5DtpFavCjRNb1a3Q31loLvV/QMUsnzVfi433f2A7Pw9fAbTC/udiuztONS/a02XCWTTc+3/YgQE81HobCkCVafFo+G7UEh/ktVtKsol62iTn5F27VjESpUhkBM0XXyBwgtXIgZjB2R/P5o+X0eMVDASSwy2ur5ukzAQ+GyH+vdVBGR3tPs/Q/Zyh+mxH8q7qzL9B6weZVbvSxHASbG21Fk5E6wuY5HtFZte5iEbqULg99+W/FDhc6h/Psdn3hqjPZuSaKIxyS7PBUYVFOXdUFCU93pBUV6jDRT5Pyf5ocLS/FDhc/mhwo9QRGA4stG78HX3l0rSrWrjuq6zqZ8/83gj13Wf3wbCti7ZUkOTv0VORLPiJ7wP4tHwauDDSCyRh2ah5cgJzUdhwvEohj0EgYAFaCDPxU8uLkHhjVZ2fT/kXGYjB7QQsWSvITA3HoG725DzvAgBCJDD2A054KXIWTRFzsVBTuEH5NTHIifeG4Ume1r92lmdvHybkfjnJfZGM/4OwG7BDIKDblny8nd3tF1XuTT1sWSdE+jqzPpk8H1MtXa0R4Dgb8g5DkagYQQCfQcDT0RiiQsRaHoSf1+yFxB7V4GATAoCOHci0NUfOcKk6W+K9c9w5Hi/ArfLLv1efbKkolXZ9/P3LgVmxKPhKtuxPRUB1VcRk9QROcQ+CFC8AlzcgAWssucNYz2ZfHnHE1vuVrpXx8PWveQECOPn8C2JR8NXrX89gO2wX42/y/4yZCf9EMjxGKR3kGP1csFSUFj1TRQCXI1tV2G6aWV698Kri5Ct9DAdzQWGZrZLrkrWJOcFUulpzz4JAYPliIH6BDlwL4TwnOmoNf4JBx0RaDlG+qaP1eN+/HM7w9Yf76FJwUz0ThyBn39Ta7rwmNSuCMSDQHEpmgB9jWzkVLT6doBdl2Vl5KK8zmsRABuBVsH9gID+FabPgcBDkVjiWsRuPWvP9VZHViLgf6/9X4P6cwfUt97K1DqrR2/EhF+C3rOVpqcyK7eZ/eyO7Pkz66Ni5OAfBS6IxBKTPLb935H8UGExsJcdPeQtLmqE+ml/a+fb1oYAem9aoz68/999/n+TWP7YOPvZJttkq5b/BiDWBSXmT0PgpKFU4+8DNQU5yUwUUjwHP7G3EwI65cjJtkQDcioaoP+OnERzBI4GoUF/hZURR0DwMDT4H4StbIvEEh8hpzAEOcTuiGXpjBiifsg53WnPnokPHHORg06NR8N3R2KJo9DAE0SJ3y5APBqebCsyD0PAsjMwfsB1S0/58R/NnqtalXpS476Vd6Pk+QetfX/HX33Y2D4rRACq2vTVGYVLPkLbA6wG6uPR8Erg+UgsMQU51AHIyU02/bZATvgK5PQ6mB5vAU5zqN8+LaX4yLTU7EwElGsiscQ58Wj4iUgssYPp91sEyD6yuowE3jempqF0NF3/nf8vh2a2rx6BQFDSypnIryf17o7spTXwUTwaPjqi8xQHIuDpbTHyMMph9NjBEtR/r6Mw8lDE/s1BgO5Z5FBHmF7amI76Agvj0fC3kVjiScdhQDCdp6xduyJgdK3p4kNkW90QKOmC8tauRMztUqtHmZU/CDE9D1vdDwOOjEfDBWgxAACRWOIlBPhPs89/isQSXRAze5S1Zxf8Y59qkS0sROC8G/5Gv6cjED0Ygcc30LuWjw+q1yBQuwgBjl4IiOTin4LRDvXrP9F7Vm/VPc/+LrM2FyOQUoPeKxC7vRZ/0lKHxrps/NBlN/xzGYP4pz/Uone1BNn+Yajv/20g1kB+QIByLFpBeiHSXQVwXn6ocDmA7aZ/Lv9DScvbZJv8L8p/AxArQuzTL1bPGbPxNHIcpxnjcgOaPUfQAN4BOa9cxAwchQBFun2eRE4hFw3GoxDQaY+ASxZyNu3R4H0Tfk5SFXIAx6G8m5iV0RQN6lehgT4VMSNecu48lBifQAxLE+AS247jYfydyptgx1uY5Nh9i9EgvzeQ22pYxaMrCnOOdQK0Q86vNwKDtyDAdIPVt6fV53AUsvkOsV9rgNG2TcZ5QEkkljjf6lmMgOS9iCl8Cjm42VbXjvYMBwHVr4DrXFK2Gz/jRJLJYIrpZRbax2p6PBoea20nEktcDbjxaLgGAaRfyOChkwpa7pzSKLtT3RonsMHQRGF2x5qfcWhl/RYHnopHw/9aZRaJJY5BTM+91vbXkON/BBhqdXgO5bfVIvBwNXp3vkagwEu+38fOw7wB2ZKDAMte+GdDdkFgbDBiTNOBAbb/2Vj77krExvyIgOhV1nevI4YsDT/ZfJbp8Dhr4wxki5fb500RwzkZ2enUSCxxCwJ5/0CAYzICPnORPb6GwOuHCCDV2/crkd0FESP3trVtJbKXbxCo39faNQcB9cX29yQ0afLyJ9PRu/ga/vYELgpHeon9ExG75+Vousjuj0P2dKI9v8LqlYfPFq5Gi2jGILDmLfFPtd+utS0FvQMliH1uaZ93wT/q7A8TY3PugH8dZO0lnmeiMeQ8u+5JxDRuk22yTf6LZYtM1l9fIrFEu8y0dXuEBz+8T0oKs/JDhfdu5LqRKORyOJppnoCA2n5osLsXhQjXIkdYiUJd5yCW4lD8Je8OcoCTEaDzZv2lKDn4QORAPkAMyqv4IaEfERgpQ+G/kfa7JWIpOiBn/igCO22R88+1pqQjhudp5GhuQezDkQjceWGZV5BzuhSFVd5DjvBcxBCWAmG3nhEESHccypFDLUWgcJY9+1Nry66mg++Ro/Mc89NW35mmsxmmp8WIRXkDsWevIXbsEWvLGKtTEn939HaIQbra2rkDcvZ7I7amOhJL5C4dnbtPRqu6e5oMqPzScTjTcuG2QyzIrfFoeNbQnSd9Xb062Lrd/sX7fPTw8J8iscRByIllADfGo+FxkVhiuOncQYDkong0PMP0TCSWmGr9MQSFjm+y/vsbAgE1iM06z/qoB2JWa+LR8CGWZD4GMVvPITB1lrU3YP02HtmkB8y8BQlJ67ezUIjuR9PLBQjIXm46OwRYF4+GayKxxElWtxdQKHC52cPe+EnqDgLJOQicVdh1razfE/isT5W1+TkETE5B70MfxIzmWrkOAjjTrc8SaLJyPrLzNPuZajrKRmBqjV13KAKu3RCYm4eAYRL/RAovpF0CTElPLe9YW5/2bTKZehACSy9ZObXIbp9ATNtC+741stcHkU29j0DdZ6bva/DD/CAAXY6/ona1lZOKANy5DTba/VOkoCgvy+q5Kxb6zg8Vpv+Zz9wmf54EU9OXJetqNpmsH0hJW15fW/2n5Yltk61LthZG7KGausyjlq3t5bZrMfvXNlccgGa9PRAwyAFmGpuTgUIWzZGjuQw5lC/t+gGI0XkCOZ21KAz4KHIeIH31suszkfN7yJ55AQIJjdA2BDNQKKwnYi5aI0dYih8WLUWz+S9Rgv9hyLmWWl0zELhZhfKyVsSj4TXAHAvhdUGD9+UoFPYWckrLEDswGvjUCRJFznwfKzMV/0zJlta226x+kxAAeQeFKlcgJmln5FCz7XkjrU2rUAguFwHdNqazviiZ3AO0eyLw8EE8Gj4yEktUIaefGo+GR0RiiSK0N1xqsp6Xa4oDPUp+zAnmdKmuT22UvN9OSxiOnQoQiSXCbcPB4ZXLUwIfPTy8wnauf8aeX2ntJB4NfwF8YStnR9HgoFqTM62unZCjX4BAda21sRqB4gHIYd5qP0sisUQuAiErEbA5w/r+HdN9e+vndxEgiiBg1xQB+EvsnvP45SkP7RGY3s7a8wCQE4klnkBAfzGymX2QbR2P8h+74Z/I0ASBm+kICP6AwPUA+/0WAqBtUdh5irWvDr0XZ+KDnIH4W1d470J/a8d0/JBjKf4K1SL7f2e7bwma1DTBXyhzCGJkHSu/yvSekpleXL9Dj/e7rytrw4wFe423frgU2VFra3cleve64yfiz0PMocda11sbBqAJzafo3T8Jf2sTL2VhPno3U0y3ZfzJkh8qrAD2LCjKa40YwPl/9jO3yZ8nybqa1kfd98kmr3vz8n03CdY2JI7jeOPBUPzziS9xXXf27ylvm2wZsrUAsX/kZi07PCO11Fm0Yrtf2ytmENA1Hg1/b6G8vbD9eyw0uR8CG0cjZqwpGowb27XvI+fbH7EjzREz4EkdcoIfIYfbGbElHqsRQzk8OyMndzpiNtKQAzgNOTxvb65GKIxTZScAzEQsXmcU5pmBttwYhr9T+hWRWOJExDQcZtd/iABhGnK44xCLtR1QGo+G77Rd5new5x+InO9jiLn5FjmegOnndOQwVyHHexg6cy8LObiHEMtSg9ivvZFT7IR/1uMo/O0m9kFgoRoBmPNMjx+iA6gzEBAsAy506+nUenhZauWylOX19e4PdUuDuyx8p2lqr7NXxVEuXVsglNakfm5ak/poJJaYEI+GCyOxxFUIwNzvnbRgYOlcIBGPhqfaZz3ww0HfWr3vRqDJW8l2kdX3agQAD0cD4BHW9uEIwL1qesf6ZITZwGDEypyNgNE0a2MTBEC+RLlBKXb/gWhwnWs6LUX2UY+2f8hAwPlY010YMTvvocF4mvXXzQgod7Z6DkS2XojA4pkI/I1HYTzH+irb2u4gO56JgNG3+OzdPigc6CXW74wmLK8he3sKAZ4069vnEGgNI4BzM7L9qxEbe6O1KcP0MMr01qOmNqtPVU3OpNysVY/zyzw1jzXz3ssqq0M7K6MTeicGI4CWau2stv4rQszjVGtXPjA9Hg3fFoklcpAN9gDebLA34Z8ulhd2/CYv3Cb/s2Kbor4FvOC67nH22SD8c4i3yVYqW0VoEiCicxsHos0012zmPW2AVd5Gn+bwRyBH2BY5nTFoFl6FZtzXoxn1kQgAfY9YrQBiOaYhJz0BDfZp+Duv/xCPhg+PxBKHIvZnJHK2K5HzWIhYLJAzeAqFeJ5EbMwM5CwGI6c+2+p0jJXzKGJnfkYgqKUBuBTkrLzVWHPt72ZWj5uQgxyPQkmtrE6NrV0TEWiqQ/lJucixfY1YmnuQk5+LWLHWCMC1QEC3AjnuCBooeiEgcRFy5LcjAHOF6Xs0ULf/0AdvyUwvbfnO+Cvn1SfTjrM6nwGkJ+t5FIeaujInpWZtStqKMbnDpkwdPMtCc9cgJz/afr61Z++F2LudEDv5EAonvwi8Eo+GHzZgNhN/dd0IFMrazfqwM2JIzkFsT1sEut41HVYi1jJuOlpnungfgZlrgoHK/Ppk+i4Q8OzICxnGrKydrZxPrY4rrR6drG+vtf6cg4DB9fgr6XKsDzpY37yDwPyL9nfAru+Jwm69ENtzDGLIvkHg7ie79iQEmoZaGan2jEpko5+gCcR46++liPm809oUR8DvLfxNYieh/b4am65OQ0DtQ/w9+q5G9pWC7LEWMajP4S9saY5Y09dMN4fibzfjWvnfILD7htU9Db3LY5CdhvBzwF5AIOtc1Pf9rW++RH3/aTwaXsI22Sa/UxzHcTeTEcN1XWeTF/6y7L2Am13XzVvvcweN0Qeg9+J213VfcxxnOJr8rEK2Phk4wXVd13GcwWjMybHvT3Fdd6njOBehsa8OmOEBvm3y58rWwoiB2IQ2/DJB/f9JJJbohM5g/DEeDa+fZJuKv31ALRqcByMnsxYN6PnIkbdDM/UAch5vIofyHcoha4PPZpyCwNQIe05buzcDzcSL7JlnIkdQi3+UzcUoDDkAvURN7VlHIAZrKmJeKq2MZogFKQGyI7FEO8SCTUCA6ky79mn0gs1Ezra5taWpfbYUvZxzUa6Z53wvRSCv2OpQh380U3d8J59jz2uD+uYVxEQchxi0M6xdQ61ue5v+v0F7KXWrT6b0WlPaelB9Mng9Ap7zEYOyKBBkBHBXSo5bUTo79YQpUwfPMt2ORANFDwQIrkYs350IbDjI+Yasfcus3VUWvrwAAZhW1nf7AA/Fo+G3gbcjscRQBI5Lra0jTNfePmY1dn+ltcdL/L4LiDpOfd++nQrb1tWlMmvRXjsj1qUEhXh3RUClHrGL+6Fcuyet7CQKn3VGoPIHxE7+hFiwPRDofxmxmQHEkGWY3h+xPumAQuyTEPA/wPrctb45xOqfhuz8IQSyyuzzNgjk9EWTgcnWh6dZHe9DYOdqBP46IbsZjxZV9EIAvR5wQ33i56WnVuSO+e6kExEYLUJ5btkIWJ1rOuwENI1Hw9dHYokhaNKQhu9IPkTvQxqyRdA7+D3aOuXo2hLnmUCGu1MwjSOsXWOR7bVGwPcHZPtXIKbsJCvrbGvTG2yTbbJligem1pcj0cRnEHqPJzqOU2jf7YAiI0tQpGQ3x3EmoEjNYa7rrrTjie5A7/fVQFfXdasdx2nyJ7ZlmzSQrQaIxaPhH9EM/V9i4bbOwIIGeWDTgJRILNGx4eo4k0zkaD5AgKYr/pl1hyKnvQw5ne5oRWAWcka7I8cyE4G3VvjnSJYgZ7IyEkuAWABvb6m28Wh4z0gskWX/L0Ez8FQr+3DkWIsQsHCQw8mz9jZHTOAFCIg9hZzLBwiQ7I1COuciR9sLOdJS5FjfRo7sSQT2UvDPBeyDwiFHIsZnsZXTCjnzIAKNxVavtoiVS0MAbZXpvwcCFSOAz+LR8FG2cOJixOStQ05xhJV5LnBEYvJ5VwaD1Q9CcAhi1bxcuJamfzcQYN7nr+w2KhJL9EQhZa+cFujMxScRoP0ZsTOfIZbsXeRY51ideyK2JRcxMdtZXfoDsyOxxH22y763BcQq082r1levIsamLQIIbyFnnoF/GoPjus6a6fPDXaGyDoGcAMpduxCBrJ72zDACRLsiEJdhdd8VhRr74x/+no5CeS6aBHRGdlxifT0Jf/Ph761/5lk9r0bskLe9RRiBrDpkfzdY/evs2Qut3CBiyJ6yutTjH2M0AAGyHdD75rWzB7LRoNUZ4JDi8lYvtWwyv+X+Qx8YnJ5aed6HEy/qW1Ob3RvZ6DeI0eyCAPVJkVjiEPSe7YsAtReibYYA6kJrv4PewULr11I3yZ3lP6cU53avK3McZqAJQzZyYGcCz8ej4fJILPG83bfEdHwJYqS3CrG9yK4DbsoPFU7/q+uzTf5SGQa84rpuPbDccZwv0QS4BChyXXcRgJ1R2QWNx/2BhJ1RGURjA+hdfNlxnFHIr2yT/4BsNUBsI5KHqNdbEMtSh38Q9YYSbVcix3QkcuplKLerGjmSFcj5HoZA0CwERHay779HDNIa5GjeQgP51yj8tw4lLndDICQVvQwjUEhxP7Qv0hrkILLQvlwnWsjsPORkvkeszOOIwdoOzWZ+QLP6Paw9ryDwdA7+Ss8gCn9NRqG+FGvDdshZlSMQcx9aRbibfbeT3b/M2r276XMMcpD72n0g0PS5ld8GhQUbI6f9RSSW+NSef7vVZSACX7ebXk4BpoKTWV+fMQ0xWa8h5qbantvO6tPLDnIfZ89vbs8ZZX2SisBYL2vLcGtXf/s5Ph4NvxiJJS5ArMhlCER0QYB6PgIUp0ViifvtmmYIcBRb3ZuhzXwvQqDJRUChJwJ92daf9RCwVanZXr7VMmSTK6z/VqBw31Tg6fpahjkBagNBViF7jCJA5rFTbyF7Ocv+b43YrxzEeu1qn09BobcMZLvDTJcHI/DVG39vtrIAVfOTpAyC4JfgeBOSDKvfjsg2/4YY4nWICbwVAeEmaOuLK03vnyPm72dkjxfgJ9JPWFPa/uqUQC3pqWXDMtNLz2mas7Tb8rU9XOu7s0xPr5lO26FJQB6yfU+PP+IfidVROmY2AuydrK/KAhmum5LtrkNjwAhk53ebDkcB20ViiS/scPf5SJJsITuz/0ZxgMEFRXnPABflhwqL/uoKbZM/Vb5HY+1vkeoGf3tbtTjA967r7rKB6w9C794hwHWO4wxwXbfu91R2m2y+bO1AbA5ij34EsFywYetfZNseeEBgMqJl01H7n0PMyZv4x7Kci5zzOuRgxqPZfioCKQ8jZ7kcgbBLEeA6HjmucxH79gBK5gd/uX4UvRyrEejqaSGz+fir02KIlZqB6OZbkdOZZW0+DjmeYqtXrpWXa9eciRz1QVbnAhR6SUGOtqN93xs5rBQUyjza2tQHAToHAYYzESuRRED0IQSmvG0AlgCL49HwPXak1J7oZX4I5Q2dBEyxLSj2RM47x54xxPR0NmJwPkNgDQR4HOufBQgovGH9Ug9MjEfDCWMbhyKH3MKu+xJo6tYza/hx4z6pK8tdOfa9nY+PxBJNUG7dfsaoYu2bbH0XtXp5+VhXIltph8KAKVbPhWhvqgwEmp8wHQ5DoKXEdJaLwFBzxLBWWHkdyn9O7ZysJ9VNJtMbda8vQwC7DoGPw+za562/vFym3viHxM9E4D0Xf7uJTAT4vkBsa761sRaB+DygG06gW2qgJqW2PrUzpPaxMsuR/fdHdpM0HXyA3o9hKPz5BQpDf2e6ahWPhsMABprrUIj0HmC7leu6l6xc131+00ZL3v9padfe68raFCHw5m0x0cV+X4MmBJcj1u1gBFpPRIDLA96u1asnshePHSxOyWC7lLb1K60cbzzIRGzpSvwNk7dqyQ8VTgGOLCjKm4Vs4lakz23y3yufAXc6jnOW67pPATiOMxCNh8c6jvMCmjTmIba+z0bK+QFo6TjOLq7rfuU4Tir+6RodXdf93HGcsfgTvnV/Ypu2CVsZEPO2C2iwo/wiNNvdlNyIWLAAyiVqhgbpdDSwr0a5OGcgwNPUrs1E4OnvVsZkROHehgDJFBTG3NfKugUZ7VrkhE+w/++PR8MPRGKJOcgh90YsVj/7fyUwJh4N32jtfBiFN89E4HGBPSPV6rQKJZKvRSDnfavLAAR+dkED833xaPhly3u6DrECN6NZ1TiUb3U5cmJp+AdtB0w/AQQI3kWMyeH2/UsI0N2OnHEasGskluiLHPAHVrfeiPH4HphpqxVbIlDQBDEmFwPPxKPhV4BXIrHEXYgNehUBnGLEzh2FFl5UmI6OQHlf7eLR8NuRWGI+YqcmAweYjVx2yHWfpWe0rOtRm5FsYosaRgNNI7HE7g0Ss5+0MtsiELTSfpaihRvTEQDsixjAeVbHncw2VqLQVgvTWTpieI413bxpepqBgNE/gCsyWtc1rloRTKY3T6aavSxGIOEFBL4C1tddEfCbhPLWjkVONxMBo6aI9Vpi9XkBDaJNrB+fRsC+HQprZifdlFrHrf0GUgbYcz4xe/gYAXgvpFeHGLIHEejMReA6Ys/rZG31FsOE0CTmXPxJwjzgnbHfndgPpQCk2j07mU76Iqb6OWTLX8Sj4WcjsURrK2MVAmtrEBjdAYHzufb/adbek5FdpuAnIXsswC2m23v/7L3Bfq8UFOU1BsrzQ4WbxUAUFOVlI4YUYJ+CorwrkR46IRB8b36o8A9ZjVVQlNcRKM4PFZbY31cj8L4jGjMvyw8VVv4Rz9omGxZLsj8CeMBxnKvQOzAfjT05KMzvAle6rrvMcZwNAjHXdWscx4kADzmO0xi9Hw+gfnzJPnOAh1zXXfenNmqbAFsRELPdym9CDNNZv3JdC+S864C0eDRcjUBJACUW1yAQ0g0N0iuRE0pDwKE/MnAX6Wc5omnboDBRawQmOtmKxddQwncJOsOwOhJLnIkAURc00wAgHg2/Z3U8A7ENqxEQCgA/WOJ9HDnelciBASyKR8MLIrHELvjHKjWxOs+KR8PXRGKJzxB79gM+CzDEGKBbrd1fI4d6PBqwn0Xs3hLE/OWhQTwDOcti5LybI5BaZfU50PQ3F4GHiQhUPQcUxaPhgw1QxZGjLEbMTmaDrmqEH0q9JRJLxOPR8HjkbMsQ6Jhqz34RgdEbI7HE9cgOuqDcq0UDe097rGJJu5Xb37zkI6tL70gs8SUwOb0ZBwdS3D2y2ie95O5aa6OXx4ftMdba9P0U8K4dG/UiAhIhBIB2QTl5b1m/HYBAhGN9Vot/oPQPVtYeCJC/hkKwQxFQWxFMdxdkd6yrwN+Soafp6Gp8+3wGzWy7onyui6xcLzS5EoWwr0bAaW+UuHuQ6bbcdLintT9HzwssrE9mt0Vs0iJk93lo4lDZoC0T7BmrUcjxS/T+fYHsoQyB7MOR859q5bRCYDpsz09FzNYs02kYhRpvw9+frgKBKk9uxc+rvMfq+CN6N79GdrGL6SUVMYJ7oMnD7lbv3dD7GrQyH4jEEvnxaPhbtiApKMp7CE28vjCW66P8UOHHBUV5zRHo/jA/VLj+avFn0XsEsqETkY5Ak6TX+Z37khUU5QXRuDYLTU6eBpYVFOXNxt8H0ZO9kB1c8XuetU02X1zXXYLGkfXlCtbTv+u6X6D31Pv/ggZ/T0Pv6fry/yJK2+TPl60GiCGH5yUEb1AisUQfxDwE0CDdJxJLnGD7ip2IWI02iBGbjL/9xONooD7I7vVmEmmI2RmEBv8K5BgfQrknoGT4DOSon4vEEv3i0fDYSCwxGDmg9pFY4nKU0xJBYS2PcboXDXRFaCDbHTnjFnb96WhgnRSJJW5HrNCNCFT1QwzYQPyNY3NRaO1JFMK8ErFKkxCYOBixBBPQC/dP/CTu7gg0uvjn89WaXuoQeJ2LnPaNCBBehRzjq3ZvhrUZe+5uyJlWIOYuFZ/m9pZuN0VMRicUAp4MnJiRVnJFz/YTHlxT2nbE4lX9f0AsyIH4x0WVItDS1MG9gXq+mXx5xwMH37fQQTbQytqYntoo+ZTVL4LAlreq0gulvWR9/j0a5Opsw9xTrb4tEQB5FbGCXs5YP5STVmu6z8LfJPfv6P2qx0+yL8Ff9fs9AiId7f+3ELicb/13Fwo/7mn1643YpDQElJ5EOVzf4Nv1aabPIfgH2KcjB+8gMJWG7Kcbfk5lDgJ6rrVtPgJUA9C74W1DchAC8MPQDPocFBo9tGJ5cH5my/psJ8BbCAwlEeivQaDLW7H7PmKxd7bvsqzuFYgtPBExnVch9u4aNOM/E9nQQvv8IQQ+y61dza0dN6DFGZchxm0Seg/amJ7TgNGRWGLfeDQ8jS1ACorybkeLOUC62h84q6Aob3sEplohW3qhwT3t8Fl+F73vI/EnBm+gd/X3Sj7KsfPCwbn88txOT5L2eXD9Av4XJZCStnxzNmsNpKQt/0/UZ5tsHbI1AbEzEKP17q9csxYN7ukIPPVFYGAOmi2/gAaYLOT0OyDmohwxFYPQAH8CAiwHI+D3DMpF2w4N6HnxaPj2SCxxKnK6IxAI6QRURGKJbihv5mvbMb4zYnoaobCStx3BeKtXBRrQViDHdxkCeJchgHU6yslqixywi5zwy3ZvZ8Q4HYift3MYctixeDQ8NRJLHGbtGouc7AP4YOxbFLKdj0JTCxBAjCBGbCZaaNAGhem+tDq9iRx6DDnFXYDjLAT7OgKJ7yIGbhkCcich4DgYMSozPV1EYonjkPP4OiVYPaxJzhI3NaUyuXhV/5etzS8jJvBM5FDXASXdTl6V4brUpWTQAx/kLkE5b7V23SR71snW5tGWI/Y3lPAetDr2xl9l+Qhwvbf6NhJL7IGc0hWmr8cRK5aFn1PnhfNSTP9jEehobPVoizZF/QcK32Wg8Hc9AuMBBD4yEUgLog2EQwhE5iJANNeu3dP6YxSy9/uRU1+LwkY98aUxfl7l7gjwr0Igt8LK7G71aYVsYH/TYT2y0aXWF4NRcn5afTW5KZnJY8oXpyzI6Vj3NsqZXItWVH6NGJOvERA7wPTi2XtnBKAamS6y7HmXIabaG6OCyB7XItDoMTKO3Ztu9TrS2rYCvc+t0YKTYfb3AjR5mM9fIMZwHQ082SBseHCDS2ahfvkYjTf9kK0/VFCUV4b6eWc0bnmTnVw07l2IP3EaC3QqKMqb5z2noCjvVATwL88PFb64iap2ReDWWe/zSiDHdXEqSjLcjOyqtcEUFiPG7H9eth1btE1+j2w1G7purtjZf+mIVj8PnRe3oMH3KWiwSkUMRHe0X9aLQFY8Gn7XrktDoK0SGBuPhhfb53kISESRw1wODPDyTiKxxCDE6iQRC3MOYlZuQYxGBmIuarEBFjEec/APAe+Pktf/aW0J23U97P+vUbh0DBooB6Jw0b3IGWUgh7XE6ni43V+LwlqfowG8PXKOD6Aw4oOInRuABvKzEVi9AAGkBxDY/BZ/U9KlCPydi5LB+yN2cAEKJy1HwGUwPih7A7gz1a2sPce99O0g9SMfCDx9jD1/IXK+q7bv8UF+t7aTF4wcc8PLyPH2tb7ztl+YicDJTvbZdHvuCGBlPBpe1dWZ1QHcR4Bn5rl934vEEu8hB7Ob9f0o66eA9WsWAmNLre7fIId4i/39DwROc1GItDUCl13sXo+hqLO6eQxjRys/13Saaf00E4HEPOuPmfZ9qvXFfMS+XY6cbU9kX7sjqUUgfE/EbnW36/OtX7bHP9JqtfXDp3ZfObLBYtP5QPt/BQLds6y8i5E9ZyPQdgQ++HTdJNOSdXQnQE0whasRWzwLH4R+as8YggBRmel3KQL4aQhMVVmdJ1tdLrNynkIM6AdoQvMCAgpJfODtpRIk7bl3o9Ctl+vmhcHHAh/Fo+G7DIh3B376T+2iX1CUV2p1mo3s+Uqr897ALfmhwvENrnWQrrKsjXejCc6jqI8C9tlH1rYMfOBaj+zvwPxQ4Y9W3nRky5PyQ4VDGzxnVwT0H88PFVbbZzsgFjwd2R3IHp8Fzq2vY8h7sWPKeuz0w6vbDf/mNGRjo/NDheHN0IGXHD4rP1RYX1CU1wgo/aPy2bbJNtnaZGtixDZLLEm7Cm16+t4GLtkJOdNMlB9VhtijQcDiSCzxcTwarolHwzXIwRGJJTpGYomrEQCqiUfDZZFYojkCIi/yy60yqtHAtQYxPZnISXyHgEgPBDa6olDVPOQU90GD4f0IVC1EwGJH5GRTEZPVy8p9EDnth+3ek5GzGY8YiBV2/4MILBSjWfRExPT8A7EhhyDHdjqahU9CTv8gNPgXWn2mIVDQEgGS0YgNOwGBg84oNLJ7PBoujcQS0xE4+jtyHo0R6HvU9F3Qhp8OH+Vc9EBH94dy5KCzkdNZA/SYNufAQ6bNObDOdOaBmaDpdz5y3p8iZ9rO2jsGOe9+kVhiXUbr1kMDae6hOd2r9rR8uSYIZJyLHPVNCGT1QCDSW0k5GjntYxFber/1z6d2zzMInD5kdfZW83kMQorpZTla7dQXgadZpgdPtzlW91r7/1jT//FWh+kILP5ofdIeAePvrE9TTSdtEUj2tihJQ6ArE70Hecg2H0X2kI5sLB2B8EtNr8+Yfo6yPiuxdj5tZV+GAFVfZIeuE6BvMI0XkD19jViXtYg1DCKQ2gHZemd80OTl1U1ENgwK3Z9tz/gMsT7bo77fDwFtL7ctw8paYXUNWpuWIoavHrF2ixAA8XIrO9uzhqPQ+cRILLE8Hg3fxZ8vnn11RGzXTai/9swPFX633rXe6l0XscAv2Wf3IcayIwpxv4batwNidVsicDcfWGKLAPZHfebSIG/IZBjSxat2P2ildbr97eKnLzwNBJP1wdXTPt714qKR+3x08as3nrx4ZufUAftM3mRIzmTvulruBZoWFOW1tc8uQra5TbbJ/5z81wCxSCzRBegVj4Y/2cSl3ewniAb9l/Fze+4FzovEEu/Eo+G5lid0LHLQ+yFGodZ2/b4YhQnfBjpHYonv0GB4DpDtrey01X0tgGbxaHhMJJboj5xzLnJ2Xh5XG8SsHIZyr85Cob9B+HstPWLXnY5yedYhQPUwAjHvI+e9E3JIffEZopNR6KLK/n/J6hE3XbRCDtNBs+zrTC8H2j3PIsB2kZV1PX5+2QDkBK4DFkViieesTmch8JGFHPPe+NstLFxI39p0qtxFTu9WpqMkYo28vbxuRE70C+T0m1sfLEKrSDNRWHS2ted9lPw9BDnz53ueueqOqlUpyYxWtRkIbO2OwNRtaGFBPBJLfGK6Pxk5m8YoF2qd9eenyCldaW3JNLvYBQGqV5Eza2fXFSN2agDQtL6aZPXaYEVG8/q0QCpzrP0fI3B7D76j64VyxbLRuznGnrMcMaYL7Z6myNkuMHtoY9+5du0Au6ba+rY5AtidUS7cHMRqjkI79O+NWMo85JDnIQDQGgHClQj05KBwrIt/WkAPxFZNRmBxjNXlDgQSJ+GfTLAE2VgZsqcbEFgIIxCYtPqMQMChA5oorEZgJYDPzryDnyTu5cPNxs/F3NHaPxfZShYKCVch8AP+fnL9UV7aA/Fo2FuQ8mfJw4ghXoX65T0E2G9BYdV/SX6osK6gKO8NBL4LbDVlHRpzKCjKy0LveqG1YRUC4B6LdTwCrHche/ZA3bt2fxO7fw/gnfxQoQfCQH3mMY0Z+LmMqQCp6fUv/VC24ysA4Z2PfaWyJPvwdcuaX37SJlK9C4rynLpangym0KnBx67VfZtsk/9JCWz6kq1GPgfetST5X5O3kRNagxzGP9HAfwJy4HcA31pu1+5oNv4KcpwVaFC8Cw3s1+IPepegwe5Q4INILHGlPe8axJp4uW3t0WDmLat/H4XCWiNHfiICaA4KBY5ETrUpAiN32uejkeObYv8X2L2HI8c0DDm+xxAISkWz5xjq9zyUq1KImJPjTCdx5HCn4A+OixBIqESONQ0Bl3PQQH4ZAlhTEQMxG4HGJsjxPG26bm76qgIa4wSbVTvZ77hOMGLPOwY50YXISSYRMDrL+qWD6esqBI4WImAwwXT5jNXnLARSxqc1qV/XqEd1NK1RstLqcSRyxHcAe0ViiZ+BofFo+BEErPY0PacixiKKmKb2yLHfYs9tgZiyOsTcfIqfR1WFgFI6kOak8LeV47LcNd9mrkJApw1ynFfhJ/R3Q6Bgd5TztZvp+wzTv8furkVAKogYpZYIRPfED6n+ZHUttnuGozy41gjk9bH2DccPxXa2Pq5BIHapXXMTsrnx+AsPfkL29p7pfpHVpwy9I00RYPfC5qMQuLsfheVDKLyZgr9itM6u3xEB8OXW1gACAifZsyYgsLULsvOWCDhnIIA8AbGO3tYXByLAWIFA7rXoBIy26N1ojkKex/8HQBgo/cBFtvwUssmzESDfkJyGJowbmjTvhhhnj+1ujnSQRH3VFU0udsdfrACwuKAoLwUx/h8g0FvT4Hvevjt/r4XTuybraoMeK1aL7HEGeqdbFBTlHQKwcHq3y4ADRz95eOLXGl5QlNcbGO2BMNf918RhaH6o8LVfu3drkVQnZZnjOO6mflKdlGWbLm2b/K/IfxMQew+FcWb92kWWy3UtAl/3Aj/Go+Fr4tHwQvwVhuvs8tFogH45Hg0fjAZ0kBM4BwGZmchZHoec1mzEDu1l136JKPf9IrHEXHz2KRs56izEqFyMcjBWo0HvVQRk3kXhgp+RszzBPh+FgJa3bH9nxMh5znAGmuleggb/fmigbmH5bmPxc5iiiBncEQ34TU0HVyLnWY5YBS/B3kWsy2fYHmgImHSzdqRYG9Ygdm0PBDza2b3p+KHKOuQQ5yDGLs+eUYIAzzoE/LDPjkAOJM3aWo9AYL71Xbnp+Il4NDzS2rADAs9piIlpEY+GYyh3ryNiZkDg7GPk3GejkNku+Fs8JJCTS0HOr8r65mxru7fNw1oEDJYAKwJBVnU4pHRJs+0rgwg8l1ofFeMnwpeabpLA0ng0/DMCJDkIOH2L2LByBHg/Rzbi9bcDpCTrOLlyWcpKtF/cHKtfpdUlYbobbf1yhNXTy1dcbuXvZXVLmg5+sHqvsvZdaPd5jOeO6F16CjF4mdiKVevngSiM3Mvu/Qh/1WaO9d/5aFJQis/GeWH9+aaDfdB7loUP/rLxw9UV9vxu+BsGY20qtP4qNra6rbW7BDt2yvJL/1TJDxWWlVc1Yu7SQU5xaYuuwOT8UOGE/FDh1xu5pR/qr+c38N0E9I68joBqFtLfruh9K7Lvm+HrYgKapNQje1iKxoGXGxZcNHL4bqPuOr5u/tReSaSjC9CYOQSxn0cjkMessh3WjZ2x/9fz3D6byvG6DtjZcah3HFYGAqTkhwrb5IcKJ2/ivq1G6qhvfS/ns6mfOuo3N4z7C3Ecp95xnGkNfro4jjPevhvuOM6G0nE2t+wujuNM38h3XziOM+R3lHm44zj9fm+d/lfkvyY0GY+GL9zQ55FY4mC0ou9D4O/xaDhp4ctPIrFEKjAgEkusQQ53ejwa3sPu64nlW9jqSG+ZvJf0uwSBvluRI2mBnH0zNFP12IjXUYiwCj/UMxqBp1HAnHg0PDESSzyIQMPxCLgdiMJnPyIwMhflNbVBDu55NOMfC8x0k9y/6N0mCzoetu57BJjiiI3rgL/C8C2U0wYCR1ehAfUTBJLuxF/BVhiPhhdHYonRyJG/iRibC00PS+3Z/VH49CcEEN5DrNPO9oy1VuZ1+CvbvKTqesTKHI1/9MYBiFWsxD9wvRgBvHNMh33suyBi0YJWdgiB5XbAVZFY4hzEoOWavr1cuQ62+exhCEBcE4kl9keAOtvqWGv16IaA5jHICV2Bf2bmLYh1mIQAy+MIuHax5zRCOVNtg2l0RWDhXmQLQ1Gel7eycyICGXXomKhzrYx6xIouQo71AKt3NbK3Bfb3SODA1ZOyu64ozBnius7N/a9a5iX9t7V+Px6tEvUSwE9HYK+bffaU2cRgxExuj5itligUfTNavVuKmMNWVkdvQuetNPUY3ySyve8RwL0KP5fOY246Wj1m4OcndTIdrbNn9EN2dh1i71zTx0C73gvBNrX/Awg8drPnN0fM6jD0nt6CbHVf9A5dam3+j0gyGVjcqeX0TnX1qd578GvSDU28Wqz/hW2uOgeBYgfpZS0wJz9UuLqgKK8rmrh1se9rgdP+edkFqa27Lb4zs1HFK088cl2HjTx3yrI5Hc9t2WXpcagvnm+w+vJnBPJf3Mi9G5N7UD8/lB8qrPiN924TSaXrutuv99muv6UAx3GCdi7lf0IORz5hxn/oeVulbBVAzLaDuAGYH4+Gb/mNt/8df7XdvUCNHYlTi5zNXQhUVSGAdEckljgIAZkxCIDcinQ1ASWqH4sc2mIESO608kBgaSnQLBJL7I1CVgE08KcgJuMpBCaWoPyy81CeTA6+M1mOAI63Uq4Dmt2uQKByFHIsAeD7ktlpxzcbUvbi6mkZZzXfvupxBOSK7BoHhf5WANFILHGf/X0Rmu32R4zb39FLczUwzra86I1CF0kUkrjU6nYYSiC+CoGBmWhwvhE5yL7IuY1FjvyBrm0mdioub7XX2rJ2Na6b6jEZXrjMk4NQsvpdiHXzWC+PZZuEHGsNAqy7IOfeAQGw2YipuRSBuFJ7/jXIYd1k/XkqYoResHq3R6vEYohZfQINcA4Cv7X2vN4IlI+yZw1EwHsospmJyHl6rKKXX7Wd6XyyPfsE01l3q/8qBFjWIgB3GsqNG4pYwoZA1rEyD0cs3ncIsLduMqi8e2a76s5Z7eo81qu3XZ+Cv1nuQ1bvG60PViCm8BY0ufgIsVAtEDBchBjHVGvb6Yjp8ljPcYgV83IfG1u7PVbqUvxjs4JWZhIBr9WIKStDE4KjELBKWL95YPxHBNCOQ7bcEoHJGgQGW1gbE2gi8CECe16Cf7ldswz+tahnObA8EktMARwvr/PPltysdce5LuODwXoHeKGgKO/E/FChN3GjoCgvHfX3apQDehR6l2lwTTay873wQdjzaIwqLijKCyAddMNnYEuApb12nX7xtI92unzQvhPy0Xvz/2Se22dVQVHeawg81a23ovELYLf8UGHJb2m3HU6+QcZlm/x+cRynzHXdHPu3keM476MJxufAea7rJh3HKUM5zfsA5zuOE8LfPPkZ13UfsL9THMfxoiPfAye5rvsL0Ow4zuNoXMoE4q7r3mSf34Umr3X4J3UcCuzhOM71yI4PQhPqOmCG67rH/bHa2DplqwBiKO/nRMCJxBKvxKPh2b/h3jvRzPeyeDRcE4kl0lGeWDHKKfoUDVD9gO8isUQmfnLwXJQLE7Kf2xFg2R4Z4fnISXRGjmSB/XS3z++IR8PHYqGvSCzxOnKC4+z+NOT4fkYA73urSzsEPubgJyA3Q8BsKQIBt6H+iwCTMtvVTg+muRnBjORAu2YQYjASyOn3s3rXIZDwBXK2K9EgPw+9fI8jgHkAcnJlyHm2R6GxGxCAONDqno4c5IsITHqhspEIIAyy3z0qq7MX1dWnpTuOu8J1aW11WYsc6kLEjvRC+ypNQoNGDQIA5yNg97WV3xaxc4UIQPewexabvpqb7n5GgORsxCyMMb13RizP/igh/AkUwrzSnp9l189BNtAjZ+6qt6ubZl1Ym5O+gNTgkwhUfYu/f1gfBCyfsHJGIWC+DK1sOwKBwHb2E8TfO2tf00W1Xf8JYsuOs7IbIZlp32WbXj9BwP5jIJCaiZPaqc7F3ybDWyXX3epTZbo7HT9v6GkEfL3VkiHEJL6BwHp3+345Apd/s3q/hcDnTQgYFeFvuPwyYs+y8FfrJU1XAWtrKerzFnb/hfbZz/bZIPQeLLJnXYVsZl/sfFlkG97kxUWLNgZavxUjm73L9LSztedJGkg8Gq7kPyj5ocKvCoryapAdHozyVA9rcEkWeq9zgY9th/22BUV5+6C2vosmZ9ehcQHUr2fmhwrrAQqK8s5DuitG70UKZt+d+s99uHHrNSe07rb4g43V0baY+CdKrfjHevX3Fmtsk/+8ZDqOM83+nue67hHrfR9CY/0CNKE6Er2j2cAE13WjjuMMRpPBndD7OMFxnC/xj6U73XXdcY7jPIuiPfet94zrXNdd4zhOEPjUzrtcjMa3PnYUUxPXddc5jvMO8J7runEAx3GuBrq6rlvtOE6TP0wrW7lsLUBsJELRA1hvB2fbC+gRFCI6yjuL0BPvDMMGH9Uho2yPnOVHaLa/HQo9PRKPhm+MxBItG6x8/BgNlHvFo+GrIrHEPxHd/xhiTdYgMHKRlbGPfTfXdvvfDq3yetq+b4Rya2o9UBmJJd5CwMlbmQea7fZFtG435CjfRGCnL+q/ajtM+1zgnmBGcjpyyiEE9krt+V6o50fE4PTGZ1iaocG9EwIWt6DjirIRqzEfOeZbkaNdi9ixd/HzxoLWP+dYeQ+Z3m9AL3Nk2dp+Drg/glNu7UtFDtixel2BwNEgxGBNR8BsLQrx3ouSxl380GSZtbUbct6dEUhthpikYQiMels7nGplgb9p5VCU79bCntfXdFCKGL2TgYtz5q9e4STdDIJOq9rUzDtRjpbH/gSRTaQhQPac6XJ/66dv0erEbxHI3wUByjrEhrW0OtYhwHAHAtRD7f4qa2sc2e4wBPqKGrTjReSo4wh09UAM5znIxk+2Ni1GADYPgc1VwH3gtgK3NQSus76/1O4fa3Voa316DP6B8G3t/iSyq3Irf29kO/X4OVyp+Nt7PI8mCF4yeCvTTY71V8Lq9ojpeDh6H7yVf02tLd4KUwfZezMEVo+yflxhZZYiML6lJEmPxT+BoENBUd7h+aHCUQD5ocK1BUV5H6P21hQU5Z2PAHkH1M4f0MTtHmTrqcBtHggzORjZ8wjEXBYjIHZsuz4/f9auz8/DgNsKivIOzg8V/iKvyI43egxNBOblhwr/9mcoYJv8LtlQaLKhFLmuOxfAcZxX0DgRR+/hm3bNMOAt13XL7bqRyB+9Ayx0XXecXfcS8mnrA7FjHMc5C39M6Id8VBXwD8tT21iu2rfAy47jjEJj1DZhK0nWb3Be5Dg0CDeUZoii3x+xD/9PIrFERiSWuDsSSxwTj4br0SB9DApLfcAv9wH7xp7pgbDdEWj5ELEp2PPORkbaAs3+PdboERTeugYBq4dQ3tAM5LB/Ro4lBDwWiSUuisQSvRGNnGXl1OIzB+MQ83GM/Y7gJyWfiFi8gNVhO8QYuWggvgzf2a9EQMTbTqIF0Dwnc1n98O2fuToeDd+EQNPHaLbdCIHM05BT/cjKqUQAIGRtPQzlHs2w9n+KnEY6YvguRAyGJaQ7L6KXdApynHWIeUwgFq43elk/QyzSfvb8PaxdHmhebNddjhxTI+S4QWBulvVrCmL6vATwk5GDGYaAQzoCfEm7pjtigiYhBvQY5MhzVg3u/ExqafXdtbkZ5QgADEHMwPOI2WlnZbRVWznDdNDIdH6D/Rxl+si0On2KAEOq1Xm11SfT2rEW5eDdhAbL4xBgzLVrKq2MMxB7dBtiM55FrO9hVt5cBABy0WQh3co+BPiyc6tpB6SllDwPrhcGLkUz6musLz5GdlePQP0NVqcSxJA1Q5OFRsgW0vBPHKhBbF+p/W5lny9B4GgJsqfV9ozuiI253J7bzXRVh0LiNehdXYC/31YWAsBHIhteavVIQXZfBuTZ4eR/tYzBDyn2Bl4pKMqLNPj+Hwjod0Y66IL6xFvgkoOAewrSRcPJJug9SSCwfScak45Dk6frUchoL6Sf9eVKBJJdoNo2lt0mW4es7x+9/6s2My9sY/cD4DhOV2SPe7uuOxBN0DNc161DPiGOfM9HGyn/IJTisSMw0XGcrYUM+lNlqwBiAPFo+FPgiHg0vP6qyNVooC7HD1GsL2loYO4UiSWaol3Xp8ej4RcQMPKc9mhsj54GsjNiL65Ah2i/j0JeKWgl0RHI6S3HH/grkXPJQg5wMRo4W9u1ExGImIHysQoQYKqw785FocIaNIsdjJLVB1kZ+yCHc3I8GnZtV/AaBA4us2dORUziUcjw5+E714n6200LOsmdqmpyH7DtNlLxj5+5CTnVV1Du2AEIcP0T5Ral2fdvoMH+JQS6XkNA620EHtojAOkix7IShTU/Nr3ci1idiJVTjPJcJiFn5CXiD0bO/100s1uJHPr9CFh5zuIFNDNLRYA3YG3wVl4m8cOBLnJqu6OQ7E9WbioKZ1ZaX9cCJXWNM6rW7NBhKY7jILC1K2KhqhFg9sDTxwisjLK2NkOD15n4+WAlyPZuQIDvKmt7GgIp5yHnOwixZR0RS3G/taPOrm9s5Q3GD6c2t/vW2r0pyL77IADa0a5zrYzBwHNllU0zk0mnzupYjgDmctPJDGSn49AgW251SEcTjvOtHxfgb1rbsJ4eWMu26/ayfpyKbKcWrfx7E016DkEg9lH07q6z5z9u9W/ToC1rUCjSWzGbNL0MMl0UW1sLkO0O4a+Xmchm0/BPZGgFUFCUF0Ls8vloTJqG3r189I7NRGkGEbuvnl9OJskPFa5DdrEH/lmRz6Nw1Bhkc32Bm+zcyoYSQrZ/BLDTth3vtyoJOY7T1XGcAJrQjN3ANWOAwx3HyXIcJxv1s0cydHIcZxf7O38D9zdC71mx4zitkV/AcZwcoLHruh8gJn2QXV+KbA+rU0fXdT9H411jfnl4/P+sbG1o9IpILDEciMSj4VL77H7EDryKBuP/J/FouCQSS5yEBrC7gEIDVAk00x6ADOIg5FwL7VzBYciJPoYA3+XI0d6BfyxOhv1ejBiRr62sKDLkKxB1OxGBoQfQbHQRfgL+e8ixn4hmuQejENqDVr9sNDDeg0DhEQjgtLSctz3RQH0cAjYv4O/EfwRy6KnISWWhAT8HnBnVtTmNp/54cDPEoryPGLA+CDSkozwf8FfwjUIgabSVda+1fSYCL7MRGJtkeutqbS9B9rYaAbP26AU9GTnmFvbZvYjJOcD68yoEkPZCjmklAlbjrH7PICfUxPS5l5XVCDn3VPzE8TQEkF9HoHl3xEQdjr+303S08WfYdNHE2l+NWNdbEfDbHuWIvYLA6Bf4qyFvQmDgWMT0ZOInl19rOs1Gg9R9dt3fkS18gxysxxiV27O9JP2+Vl6NtfFLxBgeih9mdu15Hhj6B7KvMLK7VMSOvW73jwSarS7tcgYCPf+wa0rtmuNNR52t/86yfrvI2nQbsq3VqE8DVmcvbaAzel+8Jfv97b7T0OTjedPZQSi/rsza2trK+RsCe0Os7etQP+biM8jeSsxq6wfvO48N/hz15VoU3v6r5T1UL6+fg8CkgqK8lgiMtrbvA2hMOguBytH5oUK3oCjva8Ry3Qy8mB8qXLWBZzyDdFeHbL+ZlbGTfe8gOzmwoChvWn6ocJJ9fj0CuuPyQ4VVf2Sjt8mfLhPRO+cl67+1/gWu605xHOd5/AUgz7iuO9VxnC4ounC+5YfNQBOfhvd+4zjOVDTZWojGYdD79rbjON4K3svs81eBpx3HuQj5p384jtPYrnnIdd11f0Sjt3bZ4oBYJJbIBVLj0fCaDXw9HJ8h8IBYIzSI3R6Phuf/StH5aBACgZuT0eyyHOXQXImM6Xu7Zmf8Y0E6IJByE5ot5uMf/9LG7j8AOemf0aDZEzENQxHAmoyA3GvIMQWtLc3smdchINIcOYye1s5MBHL+idgBD5Rhz74LsSfzEFtUjli0tvb8xxDgCOCfyzcfAb6OVbWNzkagIYrCQTHkHGejpOa77POd0Z5k5Qi8jMI/c3EqCj+m4i9euA7oVV/N/QvfabKo4+HrUoKpHIjYvBy7v8La1wo50+9N39MQ6GyKwNdjpuNe1v4vEFhqYj8P4rN0PfA3Cq21tvVHji2AHPhaFK7rh0BkLRpQFiF7eh6B4Sb4m40WImD4hNXxJ+vDY5E9VZi+U/G35rgUgZUrTJ8nmz57IqB6BQJil+BvPdDW2u+xNt/hn4vq5fo0Mr0Nx99RH3tuywb/e+zQ9qaXegTgapCt7Y+c8nyr/zoEAtqg0EEEAaYX0MRgMT6Qa2R6LkF96qAcSA8kliEg0dp0XYLsttiuWWh6K0az7sPRe+NtdzHE2vGgtWUn/Nlz0Oo5EDFw16AZvccED7ZrKhEzOweYHI+GR7GFSH6osLygKG975Cx7obq3QHYxErGDAWx/xK++P7rLDj3ffzAjrWIqcH5+qLAWuLegKO8+dLh3Tn6ocH1WbHpBUV4/pJs+QP3a0taBrPRi0tOqKhFjdiUan3YBTrfd9gehkPwV511689kfPnDcMOCteW6fbVtO/MXSYHXk//vMdd0vUFRhk/e5rjsC5Q82/Gw+spMN3T+8wd+nbKR6oQ3cNw6Ns54M28i9/9OyxQExNFNPs2T5mvW+OxpoaccPDUSO6CKg7td2xY7EEh3QrN5bGbI9/uD3JJoZ/IzYLQ8AfoQcZAZida5AAONKZHDDEdp/FQGfXATE+qNQiweu5lp5pyEA9xyaLcxD4OpQ5NSG4zudjshxFSFnswgBoFT7fgYapG9HfXgkAkDH2L3eMxfiL0b4zj4fbPc3NT3shBidpshxjbG6LrTf2QgA3md/ZyPn2g857mdRGMkLuWWhcGgaMKV6VXBYSmZ9r/oKZ02wsTsdP4SyPQIznyOAUmH12950ea7pux6Brq8QYKu2Ouxi9++PwFAA9Wcqfsi90q73vq9E/Z6DWJHmCHS9iUDTrshpj0KAZg1+WGcna2tjK3sUAkcTTH/fIIAGyjssQWDiGQRSHkTs3uHWpgnIVppZvUvwj0VaatdNRwxrM2tHGZrx5lr91trfs9DKyQsR4Gq4oMULybVCgP4IBPS62P3NkeM/FoHxs9A7lWE6yrFnf4MYr/3s2my7fxUCqtOQ/R+CWN91qG+PRH0btGvT8Zmpb5AzuBrZ+XfIfmIo5FuHv43IbLu30NrzDurTHa1NdSjcX4kPhpehRSAfAKFILPEomrAtZQuQ/FDh0oKivEfR+/I0GjPS8kOFFxcU5b2AJnGj8kOFy0eO+eSR1HlV6X06jX3Nu7+gKO96BGZ3QLvlH5ofKkwWXpjO2AABAABJREFUFOUdjyZ9Z+WHCicWFOV9gfLQ6n5YuPuaqpqsymEDCl5KCdaFELgeAexQUJR3GmJmmyHdOk3arJwGyWDHAXP7FxSddduLr9xaU74g/ejy+WljJk8ZvOg/o6mtR1IILr+CR1tvznX/ifpsk61DtkQgtgR/t+9fiO2KX2I7YN+BANJ78WjYAx7YYdwPAKPi0bC3SsQLA41EoGQJAh7ZQNt4NFwdiSUusWvTIrFEM8SC1SFn/z1iKo5Fjvgq/H2zBiIHMRo5giUoCdyx/99AIGqQtWsYCmd5OWVv2v85Vs4lyHk+i5zbBVbOZOS8KlEIcBhKaN/V6vOd1X8n/C0QxiOHPQc5o2dR2Gk/NIBXI8c9CAEBFz/ZOowAQwsU+qy0+k5AzjaIBvGuyI5GIaDgWjsvAvbJbFt/c1MqfkrWBO6Aei8JvxYtLvgROdE2NcXOyMrF6X9v3K+qEaKwd7FnrEV0+dFogcSV9ozP7LsW+KvxUvCPnFqLQlSN8DcRTcXf9b6D9ctLKE9rB7t2ZwQiPdBZY7r81vTsILBUa312FvBhPBp+KBJLvGF6uxI5tB4IbFUgpzobJdV/guz3RDQD7YQAaGers4OYkaD9HoAAV1ME9v5puphsejjU6tYBgcckAuBHWB2PRwD063g0fIAlqz9rNrAaMVrd7OcK/J3YJ9m9B1udHzed7IHA1K3IXqcgm5yE2NJlCHTtZO1J4q+OXIQmPZ+jicNZ+Gdp9rD6PmTP896fXGvvVSjnbnv8MHdb69c5aPIwxJ5XYXU9C7FLqxCD+y6y4y1CRo65YRzw3pG73+YiMP0O8Gh+qHAKMKWgKG+fgqK8L4Zv3+aJL6ad+cKIE6+Y2OD2JNLvatTWtIKivAHA88mkk7Jkda83IrHEXkfuzvXo/f5uYPePjwgGandKCda9gHTxBdJfOhuQTv3nlTfvuGLs3+58Mg84oa40uDSna/Vj9RXOh2gs3SYNpNata7Ppq7bJNvmlbHFALB4ND9r0VeyDQmFrGoKwrs6s9F7npqfndq9OA4K2mvB45AAjaMBpjUBTFQIlP9lzawEiscSdKIfnZAQIHkOA7BU0kO+NHFJ/xEQch8JivZGj3AmBnjfteYWIqahATv1WBJDGooH0ZSvreZSPc3JKoHJ8p9bf9Fuyqu+FVbWN85Djm4LPnjwBblpu5op1FdVNOtUn04cjJmE6cmYV+Mndp1pbH0QOfCBy2EEUtjnIyvdCOt8hp7oDormDdn89AghvoUF7d+TcG6Pk9CRykp50AfZyAjyd3b5+J9PHZ/jMzDl2b79krXP/qonZbzTZrupYtCihqz3LQeAoZPc1tT4bb/V4Dzn2r/F31m+MHH22fTbS6rInAp5trS0V+NtALDE72Nf09j4KmR1t12ZYv6ZaPy1GocyjsGRpW+xwHAKNvVCu2nkorLcKMZ7d7L5P0PYYq+3nWyu/BNnacMSOZdlnN5vORlh9vO1NvrS+W4fATwt8kPEAAjTPIftfBOwaiSWesPv2M/0sxl+Ft9ra3RWBv14ILL6EgNAE01cOsuX9EcDdCT9HrpWVewWyvXuQHZ1juio1XXs5XH0RG9QGAeCAld0cH8imm85GI6A3F4V3W9i1a1B/H9jg/k8RG9kVhdafsDIbApl/WwqK8j5C783jwM35ocLk5t5raRh3ognJ1eg9Wj9/7TSgV7PcZcfFo+EHG36RHyq80+qQBaTnhwqrCoryBgGlZZVNa+cs3ml1+xbft88PFc4tKMobBxyalV66Ej9M3AP/GCkvBxH0LrvA2kYty467LH7jFGQHXwYzk8srl6S+WFsafGNz27lNtsk2+XXZ4oDYZspc5Ii9/aDYZZ8J/XJ7phUterfxgsb9qvqP/3gn11ZI/g2FQL5BzmCsHSnkoE0tqyKxxM7ABNuyYgZybGXIUXdEg3wv/GTovZHT6IJWeG2HHORSxC4VIWfzIz479iNiPC6we7yE4kzkNB9AjqNbdsaaqTV12QfW1mfsjb+671kEkO4Dmgeonh0IJC/p2Oq7t+YvG7ISOU5v5dwsFMobbW2sRcCgNQIVkxEw+gixKTn2fC+kM8Lq6CX1/oTCrC3ss4C1cXdr29eIeciy9pWi0FI6AnZ7Wnu/RAzeQORwWqlt7or0pvUV5gYOtjo8bmV5jNzpVta7iEH6zto4FLFKMQQwW+EfXl2PWMwVyPl8jcBDKf4xSfsiButRFG4dZTpZbH38FQIfScSM5lub77brb7c6TcUPK56PnGoecv5vI2BwMwIeoxCruNz2gJuHwGMjZBOV6N3MsJ/L8RNw66yvOphuDkBg/ySUK3Wa9edNqM9/RnmJx5hudkVsVAnKr2qHgIqXMP4UWjCxu7V7KgLACxGoHYYYqXGm5+/w7eQ+01sjxI69jdjG7dTPZNnfA6wPaqytdcgmT7H6XYFsucJ0dQz+YoBX0SKbHGQHOYgN2xP1d7n9vBuPht/nz5e90HtzBlq0sNlADI0xfwdW5ocKy1kvZ8fkOvQevbaB7wCw44K8/K2XgC8aZa9J5g186blAILkLXDIG/+iqw1FqRDWaOCRRH6xGaQmLkE11Acbkhwq9VXNP6lmA2O5tsk22yR8kjuv+d6xM3mWfCYfVVzvx+orAwsmTh3TzPrfjkdaigfp24Pl4NHxPJJZohWb/lyJnfAYKs6wBbjEH6YXoSlHIYzpaTdjCdXEch+0RwHoCDWIXoXDQKQgM/RM/N6scsQrfIwf6CAJILyFn6QGC/IBTe137FjM6L1y53QWQ4iIQeSByiDOA1RmpJXfiuDfX1GSuTZJ2MhrUz0M5OamI0atCDNOLyPEfbvVIQ47xIMQYLrGfa/nXikpGIzaiCX7e13nIaX5ouuqKAMw/8VfnxBH4bYaA5W34CwDuQaGmHgjQHIzATA/TxQrEfJyPHP1q5Lg/RyDuFQQg2iKGaCcr+yD8A6a9RP0yYGrm4nUVyYCza3Wr3EyCgSsQCFhsbWlqOlpsfVKPQPcD1h6vvw41HRTbc9raPbsjYNAPAbBVpo9HEft1uV0z0erbBIGXLxAIilpdv7e+eQ4BqfFWXgwB9RT7/1VkS9cgBul+/J3l2yM7X4aS5BeavsdZW4LIET8Rj4ZnR2IJz95C1qfeT63Vr42Vd6bVazpi8e4yPQxENrkaAa6vrK+noAlHa8TyHI1kDAJUg+wZ3kTkLqtDMQrLnWP1zMVfbFGDbKOR1ek7BIASiNmbj97btgjQ3WCHpv/pUlCU9xWyw6/zQ4W7rvddEEj+Fds/2BFH+yP7+RD1aV/0bl6LbGwoGte8ld/z8kOF3WzfsEHAT/mhwtL/X/o22Sbb5I+ULRKIPTz6uOsdJ7lnfX3qfhfv+3Ld5t437KCv+ud0r5790UPD10/yJxJLPI+c+oloMH8WOfiRiB1ZhEIvVfhnC/ZBSfXt8I+Vqa2r4OZlXzQ6uc2eJX1SMv8FgD5BA99ZCKTsgkBWFWIcmiJwVIzCk7ORo70RgasFaGC8EDkdL4Q6GzmnVVb/m5Bj6o7Pft2HQNPdiOkajpzxGgSsrkVAai/k2MoRgGyPHPxbCFSdYer6CoVaM5Hjr0AMTCZygtuhGXYGcoKPmM5GItbJS9Y/3+4dg78YIBuFTJ9CDr43YiDnI0D6g+nHtT5YZ+0tQAzZcsTetENsyXJ7Xq39jEer9CYBSzJWlIbSVpW3LOnbujGO8y1+eHqC1XG5lVWMnP9QFH58AoWPSxGYWIec1igE2G5DfXwDcnLVCHyeYz9drb1ZyMn9iJikXVA4upnpL4nscCDq+8esHVcjlqslAjeTEaC7EoUjs4BX4tHwqZFY4jjEtnVDDEt/+3sPq6uXPzjE2lqG8g9z8FfgeiGq8QgYlyDG+QkEtFpZ3W61uhxvz9nf2ltp7Xze2jgQf1PiOjSZ+BtimFegiZG3mOQilG4wCrFcnVCfH4JsdazprA7ZnVdGlek0A9lpEpgXj4YP5z8gBnZq8ReHPA5cYAnz6Qi8ukC//FDhZo9jm3hmDzRBSKB3pSfq64X5ocIPC4ryDkRnQ35iRyI9isaB25F+wmi8qsbfL85Lzp8/cdSwU9+9N3/FnNr+M/6I+v6vSXrQWVaT/Nc2LRuVtADLq+vdbflk2wTYQkOTGWllV6SlVOWsLWtzIJolb5aMfX+X6Rv6PBJLtEGz93REy1+EwMFEyzGbG4kl0lAYoJNdm4aAlIufzN4GqMNxMmvXppTi/OtolReQM70OMWIzkMN7wu7/EIUdvC0J3kFgaR/k4HfEP8rmfvu/DAGiMci55qAB9wwEDl9HLNa5yPENQM7yCASArkDsSxUatD3HsK/dNw/N5FOsLn3RgF1t9dsOhaE6I9B0PmJVxiDw1hgBvPkIXK1CYOsl09MpKC+vNwJFq5HT7A0sjkfD0yOxxKem229QKO8Oq4cHflPwVz5mWTuPQczHYfhnT9Yj1u9JBKaG2HeZVc2yp1Q1yxqI4zxtenjG6vmT6ecwBMxTUA7bOAT4Asj556Ow4mf45/tVIqDlhacvQazOOch2miC78FZYusg+QKBupbUP/G0LYojNXIvA1834Rwq9bs8baGWeg0DMsEgscQ/+IoJTELg+GDsLMB4Nl0diibusnhehiUh7uz6JvzCmBtnID6an7a2u5dZ/jREAqrf6pOAfOp9EIcyfrI4f4e9/B7KbDmghxOEoL+ogK3MZstmhKC8R1IfjkV3ehH+w+rkodFlvffSc1TnVdN4wf+5PFwNc3yNA6lj9zi4oyluEGNwOSK8pCERultz+9iWZ1TU5+3VpM+WLzPSyyvxQYbWBvvNRnwyxvzOQbS0DVhQU5Z0D9C2taNL4jrcvinVty4FWh47o3fDyNLtZGbloAupYOVM6DZpT0GnQnJ+6OinheW6fja5E3yYblpokrd/dre0mrztk3NJNgrUNyXoHfOM4zinAENd1L/gNZRwK9HNd967fU4cNlNcEyHdd97HNuLZsQ1tw/MbnnYK12XGcm4Ey13Xv+3fK/KtliwRiVdW5Z1XV5O6xqrjLu39QkStQkndL4GPb6uKuSCzRORJLXIyc1i4IpHmhqMPQ4JSCZuatEQB5OiXTre16/JqRaFbvOduDEHi6FIG5DMRgNEIs2eV2bQfEYjVGIKQ9ch4VyCEOwg/bhFBI61PEFu2AFgJcigBDNgo9no6c0Cxra1fkyD6xMkPI0QdRgvsqBLBqEBPUBgEDB+XbXIQYk1yr13lW/kIEHv+BfzD6k8gBX4O/iWBPxLAcZ2VkozDcc3bNfpFYop99X29lPIycag4Kb16IAE9L/MT1ltZH9chJX2C67oCA5xko9JlAM//5pAT6WP88jViTOxAL+TViAi9GgLQtYtZutzo3Qv3ubeFQgABET3v+Dwgg9kRA+VwEdqoQgGuHbCgDOcqrEWDJRgDbYxiXIsdYa3/PRY6zGbK/b1HoNxctIrjW9P+m6SIT9fk8ZFN72fMuBXIjscSNps8OKHm+BX5ouhbZhPf/x4gpvAh/P6FdEZv3CMp5y0fvwukIDNyHQrl7oFw5zwu5CPh3Mx0k0OIBb8VzCnpfLsHPrUtDOXUeKKxFwLYa2dgPiHWdg/I0V1qfHGZ90Ad/f8H/iOSHCgcWFOXloRyuNkDAdelUX88JNXU5NZnpZTMdhzYFRXmLNpcVKy5vdena0rZX9Wxf6AA5BUV5oxFY3QcBp1KUx+UAJJMUuy4DHOjvBFiakVbeIjdrxTXIDjxWshl6py5EdvgzAodFaNw4HOgfCCQ/qC7LfO/fBWEFRXmtUL9++Uexgdvk3xfHcVJc132H30BwbIY0QT5ik0Bsm2xYtkggdmH4ldf4leTU9SUSS/RCA/GIeDQ8rsHnh6EBPR6Phq/ZwK0PIwA1AzmNAAIszdFgvxNyQL0R89MWhWbqkNGVWzkvIeAyNh4Nl0Ziif3RDL47CsdUIodUgsJEdyCg0BSBpiD+wcTLkCN8EQGmHRAj8SUKUTVBoKYZCtmsQGDkeCsnGwGF06y8D5DDTkMO7QMUrggiB9sNDcze3lMtEcjqbu2bgfJwau27loi5+dTq18n0tCP+hqGfIoBZb21uh9inW+2ebAQKvrF7/2HtKrffM+26xXbfIORQ7kHAaEfEMs5Ezvwdq8d2iDFLsT75ADnq25E9tUVA4kDgh3g0XBuJJb5BocVc+30ZAg1vWL0fwd+A9BsEklwE7A7Ez+XKsL5Nmq53s2dfiUDdTvFoOBGJJU5HIeRvkKNyEKCZiNiO3a3+X+Mfpl6H7M9FjFwfZLcxxHB6Ib9n7NkR22tvCj7Yv9H6LQOB5RnIZrz+bmZ9fib+/m0p1sa1CGSGrb0BNPD2tLrPsLZ4LEsteu/6WJ8uwmcKy6wOYeuT/RGjlYLs8ioEuP5hbf4cvVs32FFe+ZFY4kMr6wnrh0dtoc1n/AWSHyosLCjK644A+NDaurTWVTVZKa7rpEPujlkZpQkEcjeLtXDgg+yM4v6BIEfoXzqiMeR0+z3VPq8HKlevapNMS692U52q0qxGldWOU1/VJGfZWjRZC6J3PIC/KjKAvzHzHWgsKwYeb9l5xYPjZu23WfkqBUV5zdEE5M38UOHM9b5+Fo1d5xQU5b3/W1aTbpPfJ7Yz/rNosrUSONV13Z9tF/0q1B/jHKVoeIzStAZF9Ebv43f429tUAGe5rvutsU+d7PNOwAOu6z6EbfptZSVQLunbyL+lAte7rvv2Jup+EiIrXOBb13VPdBynJXrHO9lllzQ4kHxDZVyEogV1wAzXdY/7VYVtQbJFArHfIY+g2WJnLPwXiSUmoHDHajRAr4rEEpnImU+OR8PPo8F+V+Tcr7KjkLxBMw/l6DRHIZUSBCC8lYUBZKzFyGlfhfK8vrXyvkKMVFv8Q49r8A+efgM5mhLkSL2wSq2VNd/qkYGM6zh71mog3XUJAP0chz6IkWiKBtaH8Lf3qELgYhcUdqxHOU1rEfBLRUb7sz27PXLkKQgodEbhpxrkJA9BjM1A9KK3R0xUBX6C/PP4IaOJVq/JiIlrZu26FrFXr9r1l+GfyZmBVgHOR87de14aCu9ej0DAQASWD0fg4FprQzZ+WG8C/oHrve2721B47pVILDHR+nAG/qHyzyG5FrE9IxDgSCCQtMT6sDtin4YigNsCSI9Hw6dHYomP7ZpjrJ69gXGRWGIQAlABlE9UCRTHo+GxZq87Wl9MtnrfARziJnnSCTACgcg7Ud7gBfFo+KtILPE2CsP2svZ/BAyOxBJrkS22tDZca2UnEVC+zPRRh/LkmiLA2AbZxT0IAByH7Op+ZDND7PojENhsZPfOQ4D1ZGQ7UxCQXYXsrSM+s3U0AtEzke20sjb0R3b6EppIHImA5wJrx3LbkqYjUBWPhh9nCxFbuXgEwLnPPHnGdl0+vmbu0p271ieDgaF93u4ecDipoCjvws1J3L8n/9ppQH5B0cje6D1+woDMKoCCorx2Su11VjmOe2tKBg84QVKSTnAV8G1KMJmD7G97BOjbob5xUF/WIBb6LQTUd0UAekevfgVFeVehfrniV0DUEMS89kd20lBcZBs3ozFrfEFR3nYIgP+IbOmj/FBh8ab0sU1+IZnrgadm+OzWw8ALruu+4DjOacgXHG7fdQB2dV233kJ7ALiuuz2A4ziHoEnjeDReTHVd93DHcfZCjPz2dksfFAnKBX5wHOdxxPb3b1BWCnCE67oljuO0AL52HOcddyMJ6Y7jbIfG9V1d113lOE4z++pB4H7Xdcc6jtMJ+cO+v6Kbq4GurutWW7h0q5GtBojZdhN7AJPi0XDZel/fgBzMrQ0+y7Tfn8Sj4VX293AUppsHEI+G347EEu+hsNOqSCzxOqLu5yHncR1yAJXIqU9BYGQNAiH9kVMYhPJydjQg9zRyZrvgH+ybjgYm0ADWHn87iXTklFrYNQORg2qNjO8MBAC6AhV11YyrK2c3N+kkM1u4jdDLkWX1aoMYl1TERHhL4ovRgFxjuilFoO9dFNL6BwIcPdBgub3VoRAxFJn2f3Mr+z30UqShQbUCOfYLrZ5NEbtyMgodvWz6m4VATR8EZp5DDqYZmvkEEBBZaj9FaFY/EoHC0Yjp2gF/N/xyBGxLra51prtS4GpItkkLlpTWJrNXuW5qBQK2hyCgt8D+7mm6PhcxDo0RAB+D3pPrkO10QqHrJfiHi3tJ93tGYonLTAenWD1OR2BzO2RnXUwP1yBg3CkSS+yCEtVzEUg8DwGfbDdJl5q1gUFufWCvjFZ1c+xZzYHjIrHEdwiYNTNdHGf9d7bVbYn126Gmp67WlltNpzUInK21/xtbf5aZnvew7+6yPm6HJg598Bc4LMZnujohe9kDAfUmiEmca3pqi96lzggAp1i9PaC2FtndsWjW3cLsYQe00fL+1taTgSV2YsYhwOvxaHg1W4g8fsbZz8DZz5z99DP7d29XdKoDR9fXO7w9/vrtRo5JlKy/ovOCw57o7AYDj+YsXPv43ROv+teWG/mhwh/23PGd+a26LomO73Jz4pHYzZPtq2t/XLzzrWtL2zXt3/XTtY1zlz1fXx/cv7IsJzhneu8ve4R+OAjp+xUUbp+CbG03ZD93Aq/mhwpXFRTlrUT20RX4pKAorwsatxrhbzJdaSspTwEK80OFP1k9PkOTwDEN21NQlHce/p5uA4GDC4ryJiLmzdsKJgiUFRTl3YqY0cXbWLPNkkoP8ICfL2X/7oImL6CIyj0N7nvDdd36DRXoOE5PtGXNnq7r1jqOMwzZDa7rfuY4TnPHcTzf9b7rutVAteM43qKy/1ckcKfjOHmorz1ft2wjbdrL6rfKnrnGPt8H6Oc4HpFLIztcfGPyLfCy4zij0Hi61Uhg05dsMfIyevEnrP9FPBqeEI+G949Hw+MbfBwCWsWj4eMBIrFECjK2Tgh8ePd6IZggsLcN6N8j4+6PBrC2aEA5ETmHpghQHIsGoneQ01+LnE9LBCK+Qo6rCs0KFyHHX2nXZ9uzxyAHXY3YjjoEbFrGo+FXEBNzBXJumcFUdkxrREZ6U7cFGli7oEGzK3ACAoKXImCBta01ekG+tHomkdPeAzm6M/EPtO6AnGU3NHDOs7rORI7S234jBYGmpD0/w+reH+WwHIZYpvlAlZtksptkKgKNLdCsfBYCT0EERHLsd3P8PdtGodBxjT0jx77/xHQ6GAGIpmgriQr88wh7gtuopj6zRTBQnW1lrbZ6dkGgabn9fa2V+TOixK+zNv5k/eZtM9HN7kuza19E4K49YjPL0AyvAuVAfYLCyFOsf29GjJiXkzUSvYuvogGwLwpHp9ZV8mnxD+k/BtLcVGT/i60vtkeMbTtr8wgERldYWa0QE9cM2U6VtXMmYiTuQbb7KgLvSfy9xEoRMLrZ9Oyg2XYfa2MdsuFVdl3Qnr03sqd0u+c7BGoHIoa5M5px72B1XmB6HgzMjkfDC6yPB1p7Xkazei+PbSiaMNxhxxRtj9hkL59ti5Inzzzjo1fPPvGeSWP2XPnFxBOWoBn+DetfV90sa2hpl2a7VrTO3W/973Kalu5Vsqrx9ZVlmf9yqvmhwodc11mcEqxJpqVUnhtw+HLNug4zi2Yd1enbabvfYpcFUQpDZzRRrEHvyhvAQ94h4fmhwpr8UOHY/FDhi/mhwuVo0vcosp+uwLsFRXnepOoZ+79LQVFetp13eXd+qPCL9ardBN+3pKB3IA9/gYr3XS4C+VP5JWjYJn+8lG/oQwM2rwNnuq67dDPKqW7wt+c71xcv5WGwgcblaNz+rRIAdnZdd3v7ae+67vokTEM5CNnujsBEY+a2CtkqgJiBqAh+iG+TEo+GqxowYcSj4Tq0AutGxFzNshk2yKGdDOwdiSWaIITeAYG5IkSzJ5EjTrGfE1EI5SXkYOMot+t65NT3RQ7zceQ8myIn1hYxD98hEFODwMokNIvNQi/NYcBRtuLzDgQM2wA9nQAEUpgRCFKPvyu2l9w8FwGIFchxL7HPl6OXaKj9DQIRP6LZbxP7LBM/mRerz/7287bd62150NR04a26CqLBvgP+5pa7ojDYFyVz0s5bOSHr0WQdjyFA8gDKAepj99fZby/UWY5Cqwci5ux565PbEDichlitevxtORohJ/Iu/7KVYAqk1tbVZzdF4OJ6/M1mn0ag4G673kvMX40AVVcUotwXgYKvEZsVx9+zK2JtuBE/kf5ixBg9g8KFa+1Zq5GzO9504yXKX1Vfw5Vrvk0/p76Wjvb9/NRsPmu1a2V1WpP6dYgpOwQBl0NQKKy1taMR/iKB5QjkLbO+mmftHY+/ietBiK1biPIrXzb9uabP802nr6MQ8wz8LSMeRJOQr/FPl3jHvquwfmls9eyIv8lpOrKjYuSEJyE7ewqxNKB+b48A1mj7fjBis/+BJi3e6miPwfyKLVTWLm656v3bjnnnh08GXItAx5MNvy8oyssYeuJr49OKKw+rz0y9KhJLDI3EEl9FYon9AIad+1np4de+lLnrsZ/tVlCUd2VBUV4OQO+OX4UG93pvh9SUms+ANlmZJcEUt6Ki+5CZs9HYUeW6tKpP0rauPpCNbGHA3Ck9cj598ZBlA9uNPWojVX4avcOHIGDdF9lYH/xtT54Ezi0oyusFvFlQlLevtaVnQVHeCNR/E1A/z0NjaD5+KLwc/jV2BdE44q2Y3Sa/X8bjh4iPZz2mciPyLPCc67oNrx1j9+M4znBgleu6Jb9SRil6nz1pDKwwdm1PNBn4NfkMONpxnOb2TC80+Qma8GKfb7+xAhzHCQAdXdf9HE2GG6OxfKuQrQUx9sFfJn/E+l9a7leNsVsNP28BrLZEXryzJyOxxCOI1TguEktMQgP8J2iwOAyxNctQZw63Z3dBzvUCBIrSrD77IlYhiWa7/ZFz2g0NXK8hx3ci/maZC9FgdwYCX8chRuVGZLQPo1DnyYiB+cieH0ADWBr+knkvXw0UmvwcDaIPIcdZjn+uZi1y2N+jwfVVa3MaAnn/RIxMNmI7zrL7q1Go7BAEGr9DAO1cxNYFra2LEAhqj2Yl8xDA+QLokNGiri6rbW0WDh2Q473Uyp+JQIm3crQHeokC1jdPW/uOQHkMHYCg6xJ0HHKQHZciwHQAYqgKTG8LgHUQyEVgYjcEAmchduw0BO76oZBpa8T2PYiAw6B4NPy52cwgZIsPIjamibW1GOWrNUNAty9iEJoiYHwxAiTedhcZ1gd9TLdVQHrZvLSZbm1gZydIY2v7blZ+ALFbVUD7eDQ8OhJLHG46LkT2lYZAfis0IH9r/XgdsuEz7fP9rLwK68NGKER8pOnwVevToXbN26avd61fklZGmtnBGmSLIxHoc1COWCoCUSchRmRH69u29l0VYl/rTDfHRmKJu/H33upmdf8sHg1fgN4ZEEAD/nUs2fdswTLP7bMA6X6D8slzR77SuvfS/brsPf62aUuPnAMclhKsHLpz39ffe+yzp/65snqH6U1aLJ+RdIKZSdc5NuC4Y20T2RbAj/mhwpsLivJOSUurrB66/XtZpVXNQl/POPyQnfuNKnNdGpdVNK+sqs0ubd305zZA27KaZocuTxmY2XmvZbcXFOWNXD9nLT9UuKCgKO8VNBYFECN6NAp7PYjek26I6fdyzrw8r7+hccxjRB00hnZBjJgXY/ImHw0XD4QKivK65ocK5/0+TW8TBFqecxzHi56c+msXO47TGU0ie1lOGcgn3Qw8a0n9FcgPbVRc113tOM44x3Gmo0VUdwPvOo7zHZpszdrE/d87jnMH8KXjOPWIIT0FERuPWj1S0Fh3zkaKCQIvOY7TGNnVQ67rrvu1525JsrUAsRmIgejML6lR77y2F9Cs664Gnx+JwMhNtpnrDUBRPBr+ABns5yhMV4VCY83wd0+vRZ1+HhokapFTzUcG7uUGVaKBKA8Za7Xd3xwxTYtQiHKoVctbqXQIGoiqkfNzEcPwGWJgHsffi2xPNPN/FLEpWfizyWq0D1kqMviLUDiiCRqoJ1rdd0Qv1GzkdDsgFm8w/irLSgRIViGj3gGxfbeYru5Aq/Q8KWtQl6DpqQkCGWvRy3c2Yk3aAsH0ZsmLEEM3BQHMFNSv78aj4ZWRWGKctddj2MoR49UUAYDtEEviLPkk59iaksD1TfrWvNZkuyqPpTzXntUVDfZ9EBDrhsKLHsBbh8B0NgIV3lL9mXbtfJSf8Co+ANjJ2hlEDimIvxlrEIXkjkR245o+G5v+L8I/hzOMwHwZAqpt0cCTkdm29oZASu1bjkMvBFBWISA2HeX7RNEig552XxYCMd2RHU1HgPkHa9cgFObrYTpdamUMNX1MQUxjCwSeFqLQ9s/IXt5AwLs5erccNNvcCy1EyEJON4iA6AIEnG61lcz9EKM22HSSjbbgSLfv6q1+Sfv+HASii6xu+7EFs11/hNRmNq5t1X1qWr2TdnX22jV/K69qtFv3tuMvat54Yc5PS0L7FZe3O2pVcfdbv5277/7Nchd/t/vAlyYCO1dWZb1fWtVsZiSWGHbk7ry/rqzVgKz0kr2bZK9KSSZTOgElgQA5udlrlmQni68FpuSHCudN+OSWM1s3mvNw6IAP26MJ4CsN62P7lYXwJ3fLkX31aPC5C1ybTDr3llS0+H7e0qHf2tFHTyBG/UzU1xl1dUGcgFsXDCSXofHMA2DepDKAf6Tcnlj+7jbZsKy/B5frus+jSAGu6y5A7+b695yysXvYeFTs8A2Uc/N6//dv8Hf+epfvsqFCN7aHmOu6LyA/3vCzVcgvrn/t8/htblinYRsqe2uQrQKIxaPhZCSWuArld62f8FeDnP7c9T6vte+85OILkaP9wI4vmoro1xfRrL8AAbMwch7t7FleTLonoup/Qs7uWEThjkMA6RwEdHogtsdzkHnI0b+E2IG/IXBSgl6aLLSK7X6UhA5ywl5C+TNoWe8Q1F8ViPbf3q67FsXjqxEI6oxA3E7Wlm/RLGcKmuU2NT22QSHTdQicjEJho3bo5QxY3e5GA+Zb+IxOZ6uLa7/XoQG7xtq/AoG9XKvHDHvGVBSmfBUBxykoTPi3SCxxNArVdjKddzD9R63Oy9AgXQrQuF/VkNWTsuvWzcyY3mS7qqX4pw5choDFoQh8H4kASRYCrNMR69UVgRwPRHq5Zlh/Nrc6jzj67o8u6/z+jAWlnZt1XrN9+7fs868QE9QBAd0VQEr1WqdJIN0NBjPoEwiwELFB1yOgcjECZ6cih/UcAj2HANemNXLPsnp6YbswYigH4R9s7aAJwaWm91Z2T4aVOQTlV9UihvM5tOhgJrLVM1FY0gsPOcg+5iIQehmagIQQw/gpmlw0RfZ2h/39nP32cvq8VbjfmQ7bo1VMTez7lda3h6D3YSUCY7XI9pbhr5508FdcnhiJJX5E4LIvstm1G1iws9WIbXWxNpkM9Ejpfmb9twv2rujb6bNA05wlaeVVjbvOWbJb6ori7ut6d5hwXZ+OhWc2yl7hdGkzdUhW+rqf80OFtXe9e0522+Y/Ns5MKx+CdHtKTmbxBbMW7Lo0EOCR8uoWDyJdDQs4biIQrLsfge+rH7z+ppcLivIq0Fgw3+qThfr72/xQ4ZqCorwLkd12R7lbu6P+8ZL3AVa4rtPaIdk36Qa7AjPyQ4UrCoryrkWM8prautTHSypa5QcDdTVNcpafhkD+82isCKN34VArbwlbOLu5OZIWYPnmbNaaFvhXesg22SZbBxADsETeBRv4vBqBkfU/fzcSSyTi0XCVrbi8AAECT3ZAoa5xKDwzH4VXmti156OB6Cp8mr4CAbJi5HwfRk7kBQTC7kYz/qZ2zR32WQ/8rTI6oDyLeuSIOiMk/wRidNYh8HA3cpr1dl8OAiFzUZhqEQJ3oxFb0drqsQABqkXIOadaW3KtHkvRoNoCbXkwBoGBIQg8piDnOwyBuJ9R+LURYk2etnr1RoCpDgGBbqZXx8oO2TMvsutPQ+Cys9VrF7R4og4Nwici8LMfYgCz8J3/LJTHdCYCQNHsDnVLsjsUlyMAvc7qNwOFF5ejQf0O/PyzNPwQ39umyx4IFN+LQFKV9eeLKBTXHkh14dhm3y3tkL6monjN9u37IcB8NmJyhpnOHgb2c4LujsF0MhznX7lO59kzm1uffolWj51hdTwageLnEJiutnr2RU7QCx0vtuurEEhpbH9/ZNcfgRYEfGFtSbdn72P90B7ZyXEo5Jlqel9r95fgrzbNRkBvkOnmQMTIzrXy9kShgyr73dLa+CI+g/UtypW7GT+n8gt7VgYC7bWuS+e6cqd1fbWzMqN5sh1y0DPs+jq7bh8EtC81vayNxBKtvZSDrUls761HgAVLVvXKL69qkQtJauoau0N6j0r26VQ4Y/SU805YW9plVosmr++REqjp7TjuboO6f7IK6Y9Js488rXeHL9dmZaxLhPrEAZanBiu/SE2tufuu4276TE/K/xb49r4PTxtdV5+61+qSdtvX1e+1KCVY91F+qPAt7GzYgqK8S1DOZRC994fkhwoX2XdLUf8vRv36dwTQKoAWOO6cn5aGzoidcMW/xlULdS4GeOrLwy6cvXDX0mCgdv4DJ182Go1VnswsKMrLQHZ8IvB2fqjw/y3E2tpk27FF2+T3yFYDxH6LRGKJYxGYOg340QbsV9a7bAlioRrbta8iOvYM5NTeRU5hOHLoZyCG4WAUQvwMgbFUBGjeROzPj8hRT0PO1St/OQILnlPyEsNdBIyaIZbgBwTIWiHWay5iNCoQG/csJI9ODVZ3DAZrJlTVNJ5m7TkJhcfOQg5sKv5RNn2Qc61GTMgFKPzZGQ2aO9jzmlp9vHymn1Fi7v7I0XrMUyf85PprEFMYRk69EOVp9UROtxJ/D6kJCExdYe2/FIHMSxHoyEYMYgIxJx/iL63vjEBmHrAmGKh6qj6ZmgvB81EIzcvP8pI7Z+OfelCDgEk9AhzPINbTQQApbPXa2z5LtR/l4KUEO6Wvqzx01Q7tM1D/V1k/LkFMWJ3VcXBqLmmA4zgsQyxYqvVba9PbUQhkfmN1WY7PMmDltTLdvYNsoDUC1l+Zbi+z509FwHWc6bfV/7F31mFyFVkb/1X3uMQ9xENIIAQIZPBBG3caG9xdO7u4y2LNhy/uTIBt3GkIMPhASEKIu7uPz3Tf74/3XO6QDUQJ7G7O88wzM9331q06dW6dt95zqgpNJgZZ/5yKbLMWMU9LUfixHIGxVxE4vN+uudn67TFku1sRbJo6BtmrH852BEdy5ZoeRwMJ23B1gPVf2OpyLmIjN7O6dDO9VafqSLmMtL89ShpNVkL2jB8QG/iF9fEdBKuN6/mDpLS8uCPQuqSobNh6LnoxmkAt9XADIL1VhqsJFeQtrmhIZ7om+QtTfi7rKQ8tOKBvt49rc7KWfTt7UR+3cFmngte+SIbA5U6bv6WXm1UVDYfqmmQuX1wUzkgXfnr1jkO7lYzaDy90xWSvdxpg7LSdtq9ryHP1DVkdu7X7+c5mBXMvLy0v3qukqGyc1edu1EcpBJ4xgNShpKhsEo021i4tL34NTR6/AU4Ph7xJ/Td9v1xDwL/LWbu9uZzdgmTrFaWkqKymtLz4GgRMp/3WdRtlo/y3y38VEDPm6xGUv1Jgv2+171qiGd3ziDm4Eg389yE9+Plgzeyz89Hsrx7N6gegweJnu34mcpo7IYc6HjEWLyBAdwtiki5EAGIbBIAGIUD2EXJqmQh0hO2+L1GI7iTEzvgA5CPkiIZt1ulLV5C76OL6hqwBP006AORgT0ds3Hy7vxUaXD9A4CkbhfZuRyxQGXLSXREo8OPr1YiR+hI57ROtrXdYW09AILM/8EkiFnk0Gk8+a/raCwGF5qaTscjxnI6cdSsEcq+wOucSsFIPW399g9ilC1H+WKX1yWXWvkk7bl56/LwlPb6YMmebHql0ODO8vKZl76e/y1jcp91VsyKbPY0cdVPTQzVy7DsiBi8DAYscBIA3QQzSWBTabGvP3geBpm7AhwO9B+dF48lByBHNQCs+h1q9OyFQluncL7lj8+2Z3U2Pc1A+2YnW7rBdcxcCavehEPSeCPS0QqHPXshBdkX2cjkCpz3tvr5ogclMArapBcF7MAPZbX9kRynE/nZGLO339vmj1k8/2s8/EMjqZv9/b33QgmCfsWEInC8lyJvriYBtGIG9JYh93NX6o9b0lQlkO0d9dnPvG+eos35rR7D58ELEAh0LfJ2IReK2ge1lwOnRePKdRCwyg/UspeXFuUjnzUrLiw8rKSp7e32VXVJUlo7Gk4P7dP7kn8urWnfOyVr+dE1d88O/Hnl8jXPeCM8Lb1lSJEBUUdPq829HH9tny27vjV64tNPAmvr8PNRn9TW1Tb7OzqjdslXTmdTXZTRZPLtJ5vF3PXzW+G/6jX7n7iBdZ3FF569Crq64WcGMdwtyFy0Hsu8+4taLrp45pgA49dbvmL+8qkWbUVN2X5qVWbXJa18kmx2xKyXA4aXlxeeUFJVNNGDWDLHcDfbTHoUy14mVLCkqq8FCpBtlo/yvyl8KiEXjyYfRoLtPIhb5YSXfZyMHMQvljzxn+WN9keP9GrFAVWg2nd/o9gNRGKV7IhbZOxpPXg00JGKR0dF48lzEiByNHOBJyHFVIqfRBQGTXRHj5JATKkCD0gzEsgxBYOdda8eWiJWYhQBKDXJcixBA+Qo56sUWQr0EMVHd0Uw0ZPeegBziHUDVlDlbt+rX/eN3e3Yc8upPkw54ErF19yPm6y7kDI9BIPJBBMbSKITUFLEmlYixKUCOfQQCZyCgeBQKadVZvVujMFkhAm5fAXdH48kXTFfHmd6amA7KEEBwVp/BCAwWmS7r7LrbCEKPo+37wWhZdYRgtWwr+9n921HHbN+ny2cTcrKWV1fWtKzLW1DRIZ0R3jezsrYKsYIFCFgsRsDKz/2ajgBIZ8SY/ROtzJtvz30eAZ2Hra2Xmb5yo/Hk5wRLw8cgcNPG9NLcPvfDfK8jFtNfyDANgdjjEYjJtH6+G4HNVgTbR/jh4Vx7XtNGOl1u5XchWMjxmen/W2T7E03nV6Gw7Y72jHEIBJ9sdWmJgHMvxNBtgRjfZ5D9nYRAYztsI08EjA62vrvF6tIc2d5wBGC7WxtTCFTeg1jMsD2jpdXva2TbY51jEZr0TLP7WyKGNI1Ywe1ReNRfxbUZAo3XE5xtuV6ktLx4AJoM+EzeGTTad3BdxCaKewI3jJlWvF0olM5IpTM2A76DUHPPowadgXtUIhaprK/mOId30vDxB5wU8hpmhrK84+1YrkEemVdnZVbXpNIZ+y7P6Rzqtu0PDZmZ9VU7HPnZyzse9dmrpeV0Bw6Daw9Le9mZj511znJ/wdnVM8eMRHaVDRw3a2HvLWYt7HV6327JA3fd8pklaCzLAGaXlhf3RZPHVqhfp6IJyCJka6slFpJt2LiT/kbZKP8ufykghpbSNrff/wbEkFO5ADmARYglmoUYjY4otypKMBv/qdG9VWg2PhYgEYuMiMaTTaLxZBuUx7QvcnR+qKgPCocsRCCoP3KeS9DgPwABnSlW7tmIOZtu916PHJQPICpROGy21bduyr+aT/Aa3C7t9lh2YDSeTCNHPh+xVtsi5xdCDrK71WPP2vomvb4fe8TXlx/0z/mvfZG8y+r7HnIYtyPHfQxigzKQo32QYMfzTvz68GqfmVqKWJvTCEDmJLv/Brv+NnvWfohVPML0sI9d9wNKsH8SObIXEbjZzq7tiUCXhxzzsVbOeOQcelp99kOMYNr6JBOBhF4eYUZN3esIBJ6PWN6l5ecTj+u/c12TnCMRgDgFMXK+4/f7fwLBwoFcxJY2WNlHI0ZyBxSSm44YqjwEBlL2WR5i9HzwMQOBvWyrZwfT/VKrQwoBEZ+N60xwrqcPhnNNN8eiCUZXBFa62e8trf7nIFvNs/J8Rm8aYsZ+sLbtbe06AznRLtaPbZGdf4wY2v0RQLvP+tXPL5xm9+2F7Hsueu+OBh5JxCJPROPJJggwtyHYtiSNbGwMWiixuz13f2TbQ+z7SvQuzbdyawg28fXB3cUEZ43ubHokEYvMisaTx6LJhb+idb2IJa0/R9A/nrVtfUkBCsvXe2R+nEozHOm5OWIapyJgXxWNJ13rFlO3rm5oHk6nQ9Snsjv36PDt2NLy21vBtZPBq2jbfFyHeYu7N4TDKRcOpx9xjmNciBMJFjy8k4hFtiBYFezLvkC2DvYu+4wiPrvvoxO+atlkxmDn0tuWFJVdXFpePA9NhI5HLLCH7KIPmlxOWV3dlJYXhxFDm1VaXpxCIP5e4JOSorIb106Vf03JdBlzGkitMlk/g/Dceq9hYz7ZRgH+ekDsMMSsXPMb35+GBpgKNNi3RUDsDqAwEYs0HnA+isaTWdF48gzE3nyCnNh7ANF4MgcBrQaUv1KO9qjKQiHHXDR7fZTgsOssBHLeQwPR5wgA5iEw5uzvMHIUL9nvvsBLiVhksp0BeBPQ3oW8/PrKcNOM/NQpyNlchPKd2iOQkWX162z1GIqA3OlAXjSebI+ccwZiRHYnCIHtjBzj8RjLiADYFshpzjT9zUWgaYzVd4DdNxU54g+QI69BQO9lq2NnBCwnI/CwB2ISulifPI9Ytu6I7TjJfs4mAGHVpr/WKOSbRCzOJMSInYnA9EHW5wMRgOhtepgGvEXIvVnXPK8tCo9mWLuetD68zfSYsroVIybqePt+GQJDDyGW5kAEAAcCR9tB0750jsaT/aw+haanj1HoblfTa5a1a7TVNYSA3pcISP7N6uAvzV6KwNAJKPzjb8/is5XLTa8/EwC/bqbDmdYXd9q1gxE4eQ0BzhIEZEoR2BqBQozvo4lFA1rg0czq+ywCRvXIhhba/4MRS7IN8JCForshp5yN7LkAAdtl1uZbEaCsJGCXjoR0GJwHroPVIYzY5cXWP36+nDN9Hmw63SEaT+YmYpHqRCwyn4DlXJ/SwK93AA8BR5WWF78EfLmuYbhELLI8Gk9ei/Y2nNTNjXHIDhdM9nq/5V8XjSeLgbPDmal2fTf52Fu0tF3VooqOecuq2mQDLuTq9s7Oqth17uLu6TbNJzUsWd7p2enz+7bMzKhr07LJjGV5OcsSiPV8eGX1mOz1/jcA1brZtOGIBe9757tnP1GQ0+rovJwlLiuzYSwwuiFFFrBtOETIOfqj92vf0vLi94Bxjc6odCucVwli6d9Hk5StEODeDk1QbywtL860Xfr/46WBVNu7OH+V1/2Nh1YJ1lYmzjkPeNHzvBPs/ww0Fn7ned5BzrlDgM09z7t9bcpfzTp8Bgz0PO8H59x7QMl/0p5df0X5SwExO6Lo69+55Av0Mo9Es+y7ovHkMYlYZIJ/QTSePB2FMU5Bjv9WFJq5E/gmEYv4y4Z7IjDgELvxGdrTqB6xD52Q89gegZu5CHTsaNd9jpzio3ZPB7Qab14iFqmyMs6IxpN3IibhK3tuO8RYLCvsWbsgt01Fr8xCbwBB6OZUe+529tyL7OdOBDzeQc5uBwTM7kbOug0CWxMRm1CPwEQHxOA8jwbDzZHjDdtPpl37MwJWx6DQ6mDT3bsIcCxDieMvIFZwLBqM26Mk/AjB+ZsXIWZuBBpsByPHvTMCdDOQEy5EbMBrCEh+Q7BSbgvro+4IrLQBHkzEIqdE48mDENhqZXUehoD0WXbd+Sh8NdbacAhijt5HNtScAHA3Q079bwiMzECrZecC2MHgbYEetoHofihk1w0BldYoub2N3TcWvVfzkSP0tz05FAGwTZAdDUKgrztiAxcgxz8KAZ4Jdl8DwRYZJ1obIDiT9FYC9nJ3q88IxIa9h4C0v2VLIWImsD7NQgDSD0OXogT+660Np6JwYz4C3rXIJhvQO5VjffMZeof2QqFIP/G6ytr3A9AbvDDUp/RV9njTjbN2DCZ4H0HvgL/qN4QYo10RC/6HSElRWV1pefFkBCB9aTFrXMenXxh4wZdXzx1z9WSv98x1eUYiFvk+Gk/mR+PJ7Zpt2fLnJSPyjkITlw8AovFkAoWQ6xcu6+4tXNZ5qXNc3rHVmNezMqpdSVFZ+v3yf41MpzKpritML1zaddDsRX3u3arn+1+HXIr6huy3SorKBq5F2z3gk2e+2vfUibMGHNa13Q/5BXmLPWR7TUIOPI9QKu0qMsLeD+j9mI7sr7a0vDgD9XVtaXnxXLvPn9Q9V1JU9hRAaXnxRQQnJHxWWl68J3BZaXnx30qKykavg2r/V6QS6Oucy/U8rxqNu7/YpOd5bxEcAv674nSIo/M8L73Ki39DPM87YG3v3SiB/KWA2KokEYs8DjwejSezkCNrg0KUjeV0NOvqi2bTS1G44SaU63OYraKcipxfc6SHj+y+ZxFAucJ+b2e/G5CD9MHLQJRDlI2AYRo5rGui8eQUBOT8FXCdgA+j8eQ5COhsC6RbbFV9KgKMuxGER7dEIGYsAnujEJtTgUBUDgE7scjqsyfB1hoeAjt/R+DCQ2zgWYhxeBsxNjXI6W2H8qO6WB1eQyGkexHYLUDA6xLkxBfb/Tcj0FKAktqTCGRugcDZaDTzrUAhxzsQ8/i9tdcHny8igHGo1TcXAZpRBCsYa6ycRZZn8yRiYzIJWMxC5NCGICABAkP7otDnMwRAyFl/zkeAJmX1TiIwcQYBu7mdlVVtyfo32T0+izofAcdXEDCOWD8dYPV5GznZIwlCjjkIlJaZ/u5FYLErAiSlKJcrbXXY1HRZi/q6JWIwpyPGaoHV/RnEhFyH7HIHFAbKsjYcavX6Em3UeywCbQOQrc5DIegG4MNELDIjGk8eiMKMLVD4tBN6t3JR/++LnMMC9K4NMD3PsPI8a1P3xaOyvOym4VCr7rPHVtW27Wr35CObmkpwlBgE514Otva+h96HP0TsUGuf6Wwg2CcvFMpo6BLOrMtq3XXWZd0cl0/2ejes4+MOBc7tcfLCS4cMzDuHRse2ZWVUZNY15ABhB64WMsKeR/G9J136mH/N8xcc9X7s+Ts7dG0/tHfLJjPLS4rKqkvLb74TiGRm1N+6LhXLCNfe17tT2X6hUH1+KpXhMsKplsCcUIgOnkeDc94daJJzApocDiJIHeiKbDSNbNxD78QcgNLy4m3RptBhZNfFBBPL6nWp9/+YvIcmcQkUQRqEJim/HALued4Fzrm2aMzubvedi8akD9HkeVvgAOfcBWis94BbPM972Y4MehCNN9PRZP0pz/MSjSvinJtiz1tgh213Qn1/n+d5j7FRVkv+skAsGk92AJonYpGRK36XiEXqEIOy4j15BKeub4LAwiJLyK8BMhvtPVSBtk1IIccUR2DmHWTY4xD7EUJGWIEGkAI0cGYgx3MdYjgKkCPcwq7NRaGkQ9DA29Q+e54gp2gLxGItszLTKEQGAo/H2P9LkCPfz8prjlifpxBjtT1Kzt7cvrsUvWz7IeamKQJZ3ZCTf9H0cy0CYEPRQHgicuwLkSNcQrAC8Sq0im4/q+t+9nk/u2aJPdMHCyn77BHElmyDQs8VKBwzBjnW4WhA6IpWbs5BzNhkFJbsicCsD4p9YHWp6cJnFO5HYbqnCULHAxCw6kqw8eitVk4JYm7eRE4lG/V5NQqJdjX9TzEdhU3Pm6PZfJHpJAfZRzYC8VPs74UExxt9TXCQ/Azrs/FootDTnjUSMSEXWB9lI6CSYXVKITZsO8SAzjG95Vq7/MUgMxAYbYEc5t3ADMur2s/q19u+y0eMYBfr04PtOXOAzaPxZGdrx84E4cZN0ASg0PRwiuliEpqZ70HgiGcSLIBoVtCp3kvVhWoqa9pWO8cQxC7XodDV7gi05iEwWY8cw8BELDKcP1AsN2xT9F74W3P4Ute229x0v8j32cM+3OEIpM/Z6/hIf1HMmMle74rGXxyww73D6uuzWr/7Xaw7hAtQKkB8xQLiJ/59LsGZsZQUlf0D5V6uk4RC6UltW0xJIkfvbxPSAcBWBF+J+rUTes9SCOh/iey0Ck3IWqBJQFs09txHcCIIBKz8kcDHJUVlU9a17v9D8hJwnXPuHTT+PoUBsRXkfuBzz/MOd875vqs5svWTPc/71jl3JIp0bIWdxuKcK0PvfFc03rVBE+unVlGv0zzPW+Scy7VyXvU8b+G6NfV/Q/6yQAyxI70t9Lis8RfReHInFDK5Bg0KuyLn9AwCMFegQekx4K1oPLkHCg2eZKHCFxOxyMMW4toGOYutUYjlJPt/ZzTALEIz5HEIWExHDrmtfX4jcoavIiaoAjmo/RHwqUEsyR1WBih89BBatdccDbaH2c83CMxEkDNehPJ1FlidvkXJ8FPRi7UPcpa5BKGes+z+fxCspnvDyp2InH0bxH6dil7mbshJ90EMxe3WtnGIofJDwvuaXv+BnPksxF61Q2zKT8hJ32VtPB3NrO5ATNLZprvPrP/eQ2CkDoW/NrH/eyGw8hkCMymCXd27m36zrU8+QHlaI6w+vp6aILvohADzfijEt9A+n2E/7ZAd3YCAxP1AE7O7btF4sjlil4bYNT3QwLQ9Ah2z7bO9kXRE/b4A2ZCfrF9r+jnT6nmp6f1g08Uyu+diBHzC6B1NI2BSjJjY7uj9+Bw5vgNMf37+3fcIgJ6EWKwwsqNpiGHqgPo5TXA+ZJb148OI9Tse2cgpVieQjeWjAXuC6XkXBCwSCICnrT8mILC7iz1/VkYBncLp9DTnWGo6n2h9uDuy5QmN2lJnOtgXgfU/RErLizcnmLzlWf2d/YwA7nKOa3vv8nOzIW/vUtmy85wO0HtdgVgajVmjUFj9Fwk576HMjPo3IHQ9kJOIRU5fx2etkZQUlS208OEAgtSBBWjMakC23pPgaJx6pKvd0bv8M2IWxyJwdilQY2B3CppInIXGysMINlneKKspnuf95Jzritiw937n0j3RGIDneSlgqXOuOTDV8zyfyNgFGGTfz3XOfY76fhfgXxa2nOOc+3Q1qnaRc+5w+9tfELYRiK2GhFZ9yZ8mzyBHvnwl30WRg3kEsQI3oXBXLnLgZyMw1QWF8e5EzMcdyKGeHI0nm6HBvyOa0b+KHOstBE5/KAIiOcix7mLXdEQMwCfIkUwk2JIgEzmREUi/F1g5xyMH5bMb1SgMua1dfwdiua5Gju5t+/8INDv9Cjmp/QgYqBQaBJtZHZ4l2FajKwINZ6JZbMj0swty6KNNN5X2+VuIIZuOmK6dEMM0CTmM3e0ZfZATeQSBhHZ2zXQENAaiAdbPIRlqbfva9Haz1dcHsi8AU1lW+W3l4GULPI+5BDvh9yfYkPQHNLDfSzDLvgDNtNsgpqK3ldkUsY0TkXP1+8UhwL09wcHSM1GIOYpCkkcgp/OL80/EIouRgzkB2dU/0CBTjcD0Ivv7K+RkfRa3LQpd1qIw3W0EW6u0RGzeK1angQiUFaN9zp4mYBDqrJ5tUCj2cvt7M2QbjyNbeROFHMYByxOxyN3IKX6M2KcdrE8ORA52PrITP0x9DcEmu3OsbgtRX1+Lwp8TrD5vAtRXMWfsw61yaxeHXrf6T7XnH2Y6mYL6e5FzfBUK0xEBOH+S0h0xj/OR45hIwKSezr9vxLy+JRvpoAfBJrK+VCB28q5QZv2kyxLX9rjkpeveLy0vzv73YtZIDkDjwYkrflFSVDbvhB0+GwruJGQff4Yci/qnFerPB9A4vBw56deQHTUgYB9GejwMTYLbofB1KdAq1eAGzBrb6XEvzVOoT2chW6y0Mt7YQO36b5K30Ji3Nu9H5XquC8653dFEdEfP87bCzs9d38/5b5W/LCNm4YjfmgnfgKjv7xETcr39/RxySBchsFCAnOB0+zsPsT0gADALMVDt7bueyPGNRM51HBqkCwk2ydwOheg+Qk5uOzRghgl2Uk8jZxdCTrM3AlBLrI5jkGP9GwKQN1iZJcjJ7YjYnE6IhWlin0+1el+KgEBbNDgWoIF9gLXpfTSQtrQyP0QOzp+hFCDnNxoNpEdYvb5F7NuZiFE7DwGnm5HjPhk5zrMRe9UbgdhcxALWI5t63p5zIAF4vcV09B5y6DXoZW0D3M/kRQNr0x12y5lf+49wm+xXEeM12a7vZXVtQhDSWGo6/BbR6t0QgDre+qyl6aLG9L4fms03QyCi1ur+DgKNF1l72lvfLonGk8cBXyRikQYE0s5AjuRI7OBj65cjkCPaDAGza61f6hDwOtv67jnk8BchBqk1wVl7LyCQdSqyxSUInIRNr6MJQnmzEQtVbs86E5iUiEWi0XjyDSszxw4HvxkxbCB28UAENqoR2Nre/q8ynW6O7HcQsq8tEJD2E/VbIlv6EmjqHEU417a+IpTObp4GvSv9rP1vWJ9ti0C4H0YFvYcdCQ54zyUIgVyLFtZM5Y+XAwjywb5BuvbDPPlAqKSo7MlSiruhidNSgjy2tZLszOWfOLya7KyK39y+oHEU4IxHn8vYc5snUuu6anMN5A30Tp2KxsSzkV0sKCkqa0ArSR165zojAO1P6tOob9NoPNyteml+6OXrTl++zzlvlm+xx9BO6N1uj2xkKGLfN8qayVPAEs/zRhgIWpl8gvLC7m0UmlxRvgDOds49i3xcMfJL2cDJ9nlrNBEv/Z36NAUWe55X5ZzrjYD2RllNcZ63od7t35ZoPFmOQML2iVhk3Kqu/40ytkAztwLEhDVDg3wtwVE7PpMUQgN+LQJxg9CAUoUG46sRA/N3NGMbgBi6mJV/DnJgl1i9L0GD0jnI4fqJ0EPQzPA7KysfJZq/QHBm5RMEB0BvgdiW21A4YDcUBvwJOYFWiK3YFM3WB6P8kfesLVOR46tBTvQrK2M8AoRV6AW7E710edaezxEjdApySJsiMBUxXXyCQl3XI6CTsDYsQ4M1iPHqTbB9Rtj08iBirrZGgPMCBCSHoJlzHrBzZnrxGfVek3MJhWYlBu7TJxpPdkSsYi4Ck00Q6O2DAFYKhRUvRsBpPApXL0QgoT0aPGZYfVohm9jcdPUtcrr7mu5vQwAjl8DRViMwXoQcRl80E33L6rOztaEfQRg0Zn0GckR+Yn0ucm5LEXBLWznjEfP0lOkubP04h4DhewsBSUz3BYhNeRGFpmuQM/w7AeN2HAI9u1hftkCAdi+7bpG1pwZNHi5DKx6b2X0Lkb0egsBlWzTD9W0sD9nfNzULQkuzW6YPd44tEDjsYn2wN8GxVDkECdy19tPMnn8RYovvs36bguz0WFup+oeIMVsjUB8uRza8FcGil6dLispOt2tPXzqvWXT6iO6P3HblvW+uy3Mve/6ubT0v9E0qFUrNWtT3SOD93zo385SHBx3ds8NXL7ZsMtMtWNa5/7WH3ffTujx7TaS0vPhLNM6NA4aVFJUdv5JrnkV2tS0CtK8iVv54ZPOdGhoITRnWs6Zj7+nkFtT6LEktGncXATf/t2z06pzzVnP7CjzPc6u88N/Lr/A8r2CFz3ZH20kctJJk/cfQ5DmFQNls4B3P8/ravQ75g5Ul6z+MxtDpaEy5w/O85ArbV0whyFt9A02Cx6J3+wbP8z5b0zb+L8pfhRHrhAb/LaLx5HjkbPcC3k3EIpNWvNhWTd6IBvE+dm8NAh0OOblK5GAakOPKsmua2OePo8G/jf2ABofdUVx9PGLkchHdvoBg1eT1BEzGIgTemiEn+w5ipCai2cb0RCxyXDSevA85KJ8tuwUlbd9AsDFqJzSIhRF4mG16OJFgS4frEQNXhWYdflJzE7vHZz++tfa2QrOVWxEgOAjlpJXYc7KQI8pAL14aOaOE3ZuNgGgroGkiFimOxpM9EMCZkohFNm/UNSOtf862On6CnGoH5Njvt+d5Vv+97Hnb1IeaH4Icdb6VNcCenYUAQg7qxysQE3Y1wUKBbaxdixEAGI1ATBqBxWMJtiW5B+WL7YnCnE0RCMpAfe0h4LIXAgVboBDpMIIDxGchFqqIIBQ3Gzn1160+JxCcpzgHAZSe1p4T7J4MZIt3o1nnfGvzJ9aGY5BN7Gz6x56L3bs/spuHEcvYDdn97ci2KtHee3E0GB+CBt08FK6choDxmQgwt7X2LUe2DAJt/0R2mk+wcCEHgdg9clqlC61PHHoHLzN9nWhtXmT66YMmQdkoVFuIBu0frSy/f9sR5CT9kbITwaa5eQjULiJIKG/s8N54+67jrl88u9Ud3a4a8+66rJycNm/rH3Ozls2qqcvfBI0DQ/mNBQA5WcvqO7QcF87KrHH5uQu/LC0v3h/4vqSorG5l1/ty/H2Jv7VrMW7brTf98IlwyBtcUlS2NizeFWhy9g2yzZXJdcimWyMbeRGNlRE0JrbOyCC/53YTcle4z09rOL2kqMwrLS9ui3be35hT9DuyIgizzz7DDoT3PO8ZRBrged5ctFBsRenb6F4PMWB/W6HMtHNuoOd5Fc65lmj8GmHf7d7ouq6Nbtt/jRu0UYC/DhDrhsI6cxG70wE5QYec94ri73+0FWKGqpFj3gU5CH+5fhjlL81FIGRvlAxej4BIMXI07yCn6j/7/wgYm6utjK/tJ2LX72DPShOcnZiDwMhtVn4t9oIgYHIbQaL+eOSIrkeO+ErkOF9HjjgLOdRM5EibISe6q/29wHT2grXvcwS8UsjRjUb7l9VbWzqg/m5uf/+IQmUdEOj5EYGYcfbMVgSg6Cqr/9HReLIIvehL0Wq8w3Oylo8+YPt7j5o8e5u6oRMOmg08n4hFnrZFFR2RY7swEYsMj8aTlwGxxhulRuNJP49qG+AdOzbpUJSb9iWaXQ+3tk1FILotmqkNsbYea/p/FzGjlVbHKtPLMuvH9vZ/nvXRMBRuvMf6tAaFYNsQHCw9GTmjLxHgu9fqtgQBzWGmvxuQTd2KQE8KgZoIsi+Qoz+cYJ+sNgj01qMw2e12/SkItCxENu4nkEMQ/v7J6tqPgOWbhcDVg4ghbEdwuPgUgu079kPs3WQE1vJQHtwQBNAWohDhLmhyUo9s01/8UEywX1oO6udFVr+pCOgusH7KtTb4fZFpOtrUnr0fmmhsD+yWiEVuZsPIlwQrAEON2uHreZPS8uJwSVFZqqSobOFjS9++tnJRYQjb5f+3JBpPZiLWN5mIRYau+L3t6XYC0uFwGq1+XFGK+734Xn1D5hC0mWoBAtBeaXnx+SVFZU+v5NkO2L1zmwk3p73MbHCHgnc5Kx9Hf1dKisq+RDr6vWv88PH40vLifVfYzPV9ZFcge/XQ+JJG49+rBsLCCOwvRu/if6xkEJ67Opu1ZhD+zT7/C8k7zrlmyBfd7HnenD+5Pv+18pcAYrYj/vBoPLk9CmF9i8IUrze+LhpPZtj3I9EA/iwa2LOQk30EgY9uyKlsY99vjwa7HshB/4Cclx+mewbbjBAxDIegUGUN8HYiFrnXnu+vJNsfgaHLUQ7OfmgwfwUxKWdanV5IxCJnW/W3sXuWI+eZQbAp6alo9j0eOfn3UT5SCIGJ55GT3ws5yjzk7PzVjH5+W739pO1Zzez/QqvfAjTz3sbKPQ0xad2Qs/RzsIrQqscyBHIarJ3dUYi0YyIWaR+NJ3cE3mlIZY1aXtUs9POk3XZETupjYFYiFvnaTjYYkYhFhoCcEMY4mNPY1co8E+X3jUUAcAoC0i2tDd2tTzpaHUGOswsK/c6y+65FYbgcq3cf5GwzrV27ogH/DdPDDljOViIWKbN6/UTwbow03RyOWM5dUcjxJOsLP1S8q123GbK3fNPdAygc3YaAoZ1v/eEI9jAD2ZWfh+TrqZm1xwdi36B3oAHZy0cIhFYi2xqDbGEuCv3sgkJHU60PtyXYwX8v0+/fkB3NQ4zqYvvbD+vXIvvcya4fgfLG9jM9DzEdHIcmDa8g265DIPBFxHi1s7Iyra172bUPoglFodV1Q0lnxIj6eWqV6N1pad8PQGPQIQCfDTv42dUs91CUYnBNNJ4sTsQiw1ZyzQWovbevcHrDr6SkqKy2tLx4B6vrxWjFYS4at56GX/ZAOwnouvvWbYe//86ZV3fpOzQrIyNFyKUdjRiQP1JWyGE7luAMVpC9LgHKS4rKTvE/tLrfZNfuXFpefGFJUdkDf3xt/xj5bzq2qDHztVH+WPlLALFGMgIBjjLb+8tF48k7gAWJWOQu5ODuQ4P9R4gR2Qc5ibMQYDkROY/WCHhshYCK76yWoQF2OHIWOyJHOB856qeQ478COZg50XhyAGItqlGcfXfkQGvQ6sZWVvYSq8d0BO4eNQbpXhQ27G31u8ueUUCwT08GcqB5BMfSfIuYiXvt82usjS8jIDkOOft+1s65iFnbBrE9k0ynlSif51XEAPZHQCCN8sgmoYGwI3LCpyJgMQUBmQIEBuqsvS9af00Avm5IZb/7yZAz9k+T46wdFyOQSiIWeQZ+2ePNWf06Wh2fQGxXWwKwONf672+ov79D4ZvXEDh4CIW+mhMABD+HbKiV67NF3yFWqBsCWzPt2c0JktR/QOCtdzSevMGe1Zvg3Rhr916M7GQICjmHUH9XI+A8BIGvGwg2tdwSMXDjrE8bEMjqiID6UgT0JiGW9Q1kV5UoFLAlAjopgk2F3yQI2Z6OwPib1pajCdjNo6z/DkGshr+w4m3U/5cipvM202031McdG9WvAgHcamRfSxCI6odsdZn1W08EUocgNndXxLS9jpjaYcj+26LJU3vTVSGwTSIWWWYsaFN++3izP0KuIABi1ajPMlF/N7e/d16LcpdZmYWI+Tuw8Zd3vHNu66LeqYMWLO28dNLs7VdZWElRWQrp85LS8uJ/orHhlkaXtEG5QFnN8ufW9235PrneUi83r6rWOSYA+aXlxdklRWW1a9GWtZVb0GQyH71DlyN7rQcoLS/eHU1ueiAm2F8skr+SsjbKRvmvlr8UELOjgR5t9FE2muktQ+ClBxrEt0FswA7I2TYHXk7EIp9F48mbkfPtTZB3UWtl1aDB92o0S5yHgE5P5OQWEGygORSBgSEEoT0H9E/EItdH48n7Edh7GgGIGxDbcDNyPNVocOxm985FA/sZVp+f7dkR5ACXIwfQhWBl3CGISVhon+2LBvZcghyLjnZ/miA01Mue9439PGnP7osA3Qw06L2LHGwflGc0C4G8OxBAXYYcZ7Hp9EYUchoVjSfvRYC4CVCdJtfPWwuzwmHMtl/b3QiwnIXYB4dCY4XWnpJELPJmNJ48BjnyeqtDC+uLdgRguBD1eXMEZKYgkNQUgZaZpveRppcq+7wZAl0n2D2bW99lIKewJ0qMH9vovj4ItPVBLMSTVo+9ECj3t+TYESWtFiCQMwcB9M2Q3YYRsH4KMX/bEDBYcxD4rbZnf4IA9KWmmzn2U4DsuB8CzCHEUg1BodJFiM3Z3XTQFTm5DsjBXYmYxTaJWGRSNJ7cxPr2YGSTH1s5m1m/TrBn5JkuWiE7HE/AurWxvvRX3L6DmLJcgoUiLyAQ6Ox5JcgGD7NnkIhFXkHs2IaUNwjOr60hCEk2t79nAX8rLS8+DXi5pKhsdZf9zyaw8RYrfjl13pYXd2s7NC8UaqgiyEdbLSkpKhvLv5+zOQ+tGt8xlQ6Fttx7SBjAObKBes+j9u1v/nbJa18kJyRikVfX5HlrK7YfWXe0L9/bSL87ApWl5cVXIBbMD/M6NOEoRWPPRtko/1PylwJiK0oiFqmJxpOHEux70hOBpQ8QMGhNMGheF40nP7HcpNfRi94OOaUPUH5YIQIghchp+6t2ZiLgdjZiO75GLNTHBBvTHYEc21NWl/7Iqb+BAFMv5ARLERtxCnJGVWgm+CYKv3W29vgrTeqs/g+j1WO1iI24DjEQVchpzUWAIAf1WwMKf9yABrRlCMTtZt93srI3sTY3RezXSJSH1AatlGxlZZ5CAAr81ZszrczNEYD8EYW4liNHvQSB2sWJWKQuGk82ATolYpGxEOSrmP6aEADIjLzsRVMywrWdllW1ywCXRiDxTeSM5xIwdJ0Ro/MjYohOQkC3ifWTs7a2Mz1UmH4X2fW+7Sw3XW6JWNT9Ub6XQ7mBJXbNvEQs8qwdZ5SHnEe56SrD6jSE4HDzWwhOGPClNQJV/0BA6CsE3Ha0ujYgoPcZAlsDEQj0F4jsjuxtCmK4vkaM05UIOKcR4MlGYCYHgctR9lkBmrB4CPjmEaxW3BMYFI0nP0eM2CX2O8O+74BsfC4Cns1Nr2kCoFJo9eyAgPrX6N04DgHWAQj4NbdydrH7LzQ9hSxE/avUgw0ppeXFOajtflgSNLa0afTZ3WgCmIOY09VasZiIRUZE48l3EMDtHo0ns+w0EACyMqp7zFzYOxVy6ad/a7XkmoiFBHcpLS/uH3Le17YDPk69VfHxj2dd4OClPl0+3am0/ObykqKy6b9X3vqSkqKy+fwaXF9ZWl7cDL03mfZZuNHvfTdEvTbKRvmryV9i+4rGEo0nd0AD+q2JWGTeCt/52y34oMKfifdBA+jziPG6HwGjY9GM6zIEhgYjx/GklRFCjtr/WYacXzs0g78HOe3hiHn7LBGLjLa6dED7SX2JQg8LCXKYDkeMRQvkbH9As9i7UYjre8QuNSCHvdTqdkKj5o4lWO05DbE5VcgxHGv/j0ehvbkIdLVDAO955AyrkEOss7Y2IMD1vJU7x+p3lOmpFgGeDgTh3WPQwPkxMDYRi+xm7c9PxCKVtvVIV8QUzlihv05AocRqggOc8wCaFcyoyMyozV28fJNQQyq7HgHPOy2RuQNiGifZ86sR4DgCgeWlCEDOR8xX2q7JtHbUIZA9BjEePdCMvLl9X4zA5v0IHAIckohF3onGk7kIxExFG9o2IDvoQrDasSfK01qAgHgLBJCa2TO+sfaeifKF2iD2z89bm4tYk1YEuYDnW11yrT372rVhZD/NU3WuRyjDu96FaIuYg30QuMm2vq6zeyfad/nWxs0QA/ciYhefQyA6jMDWHaa7hcimOqNVmNsjm9gaAbUUYiqXoEnHIuuDnvbde1bnI5B9lSMg2sd0NBklZZdih4+vDyCyNlJaXnwcandrpIcQavt9yGZTSF8nI9v5Hri0pKjsx9Up3yYhpwEzErHIh42/K7nvjXZtW0zcKZ3OeOO+ky9em9WMvyml5cUnEGyf4oOcsiXL29zatGDeK84xF0UdRpUUlQ1en89ezfqFkd4vIjg9AmS3+5cUlX20oeu0PiXTZcxpILVayfr/TflkG2Xd5E9jxOzYmG7A0BUG403QwN4EmBeNJwsQIzPDfn+KWI9H7d7XovHkIwiclCAAdChydlWJWGRhNJ7cDjnB55DDL7TvWyGH2xY5y+nIGS1FDNkY5NB2RQ5lZjSeHIUG2NnIQfphgeus/s3tWSMTscj+0XiyE3LeYbvmWAQGJyJHXomcuL9c31/e34sgNygXgaFzkCOtQwzSpSjEeSUKKRYQ5JPNQDlYx1o7lyI2ZpCV6Zke3rJ6p+05L5oee6CNYO+0+w8A5kbjyZ+R3fSLxpNNEfhImd6wrS18dmo366sCbHNMv5OrappWZmbU5jeksh1y2hchJ70MOfdXUf7bNBTqOtd0myRgH38kYP5mIRCcYc87ysoZgdijcgR6GoAhiVjk22g8+S8UGqu0tmL67YbYsoh9VofscS5ixkYgduRJggOr9yfIr3qZIEm9s7VvAsobvMk+8xC429T6aH+U9+iDqLcQqK4Gfqyem3HA9Neb1xHyqnudteBgNFHY0r4fZvXrZ+3YGQGf9xEI6oJschoCblF0Xl1zBHB9MJom2BNtP8TM3YxAq0dw1FEFsp0lpms/N/BA9F74fd4VhaWeQO/XF4hBHYvAwlR+neu0IWUq0rW/SjKFwrZXIDsNoT6pRu9YT6ST1QJiNqY92fiz0vLiDkBu6cVlE6PxZAWQuPu9M9/u0GpsV+DxkqKyGSspak3lAzQB2A+9A5nA9s0K522N3pmWyAY+R5O/DSqW7zYQGFhaXtwOjXWXA8P/00EYQAOptqu5j9gqwdrKxDnnAS96nneC/Z+B3rnvPM87aBX3VnieV2DHI/2yl9j6FOfcDUCF53l3O+duAso8z/t4fT/nv03+zNDko4i6H29M166JWGQ2csAfJGKRCrtuEGIH3kPOZTpyCDcmYpGGaDyZg5iLVmjG/SUCKbcbCGuDgMEMxLRVoxDUdDQDnodCOocggDIIAYIc5JRbWNlTELOwKRrAuhOwMofa95MQ4DkQeC4aT26FwOOXyIkPQ3lnUeTAt0VbMaQQ6NvCnuvP0sOoj0bZ/YcjJ/k4cnSliKm6hyBc2ZFg1d3mVkYzgs1C0wR7as3CzlUkYK2SCGhUIKc0Gg3mY+3+zez3WaazhQho+iDrfBSC64VCeAdaey8mAJnpuobCaXUNhS0ItjNoAVwQjSe/QozUe2g13beI0fzArvvC2umhkNc0xOrtSXAu43Trmx6mj8NQ/29lOnzTVkYOQuzN2EYbh1bZ7zDBWXhbWPkfExyB9Ij1pd+PraxuuyHmbAHB3mCDUW7fJOR0nPXhTog98/OU8lGIehsE7n82fe8YzvLmhbLSNbnt6+tMh/4qzDrk8E9CLPGdCICNMZ3th+xhE9OLv8p4JAJs25iOuyFAWmj9udy+e8t0dydy4k8RTAaOQ7Y0CdniaQhkfmI63I2A3Tsc6JOIRU6x1c+VyOb+LNkVMX4hZEsjCJh1P78rE/XlGwTnqq61VFQ3f7S+IWerMx97ujg/Jz+jqrZJXU728j5o/ListLz43JKishfW5RklRWULgBdLy4vbE7DJs1GY3CG9Z7HuB5evs5QUlfnbIZz3p1bkP0sqgb7OuVzP86rRZHHmH/lA51yG53lrvG+e53nXrfqqjQJ/LhCrRM6ut/3eFnjHZpIVja5bjOq5O8plOR0ZX3k0nrwNgYESFEJxyOFkA5XRePILgqOCMgkONh6KZum7ofCin2e2DXJiM+25/eyeaoIjWtKIqUijAbspdu4ectLT0SDXAs1IB1j98qwdLRG4ucLK9ffQGooYhoGINeli9xcgR3kmYko2R04yhJzhNCunDjnMYQTbBDQQrHrrQjAQZyBwVkCwZH+E9cHJVv4S5GR3t/4YhEDK0QhATEGJuD4AvCwaT96DwjrDEIh5OxGLDIvGk0ut3l+jcNYU68sPEaDNItizrZIghDrMvvuaYE+tTgjs3YAAXwg5nDxr599N58dbX6QRSCq3vrqNYC+1JqbTf0TjyTTKGXobgdEuBIfIt0HgPoSYuQkIxPRFzFcza9cLyLkvNd2VI3vNRH2egRZI1CEg0AexE80QiDoaMZq9EZCbi8KCy7Oap+7tedrC8xB75ocF/ZW31yPbXGb99DrKzbkJsWwdrL4Ru25HZKsjTBc9rU2LreweaJJyMWKLJ6LJzhgE+tqZrkcjIHkoYmebond5SxR6fwqB146o/78DsCOjLuFPkNLy4kKU23khQSh7Jpa7Nm9J5yXZGdXppgXzK4AzXvvi2q8RyH1/yMBOHa9mTLvJXu9xa/PsafO2/LK6tknrgpyFTQZs/fRZ6B2NInvJQ1tarBMQayQPI6A8DU0I/G1BstCY89V6es5G2fDyHprgJlAfD8KO5WrMSNn/PwMHeZ43ZWUF2dFHt6NxPht4yPO8R223/pvRmNCbFbaVcc6djiaVS1DqTq3neRescM0ziHlLOOeuQ8RLLhrPz/b+anlRf6L8mUDsTMQSdEPOtW00nnweOCsRizSeKZ+HZultEKDZAQ2ePZGRfI1odj8J/VXEQJyOAEMaOZVM5JC2RkDjIOT0WxIkKnt2XXNkYMXIOH9EYZY8e2YuYtKmERjwfCtntNWvAO0h1QIlapciIHE8crZvWx1H2H2PExyx0w2BwrnIsTVBTAb2vQ+6DkMONRPljjWYDpZbW8+3unWytmUgZ4nVv8aunYDYq10ItsXIRaHXHCtnL+R8T0D7i43n14m21yHnei0CBt8kYpGnARKxyORoPFmC+nwicnw9EMvWi2CvqkrErrxidSohOG90BgIDpyFw0MP0/CQCU/2tzichJ+SzHZWIzZmDVnlOt+uut/bsbfptjYCVn+/0JcHZaq8iRmRfBNDaIXD8JcHZpE8iAH4isoEPgYUZy2qOayjM3hXnzkK5eW2svq9ZG05AYc477fscZM8DCLZV8MFuCNlGJgKXntV1HmKu9rayxyCw2xqxi/cjWz7KvougEP+xVp+jCFjULREw7Gi6H0CQh7cDAnQ9kN0Ums5esGdta79/tLLPtAPT/UnNehELiT+B2LdzVrZp6u9Ia6SjLPs/jcaAUDqNV1efnTFtbr8l2232zjgEYncGzvLSzEUgvBq1bY3llqNuuSMaT95zxK43ZzQ0hGsgdXQoBKEQzyCgmrWKIlZbSorKqkrLi7dD48NNBCzfQjT5XB9h0I3y58hLwHXOuXfQe/UUwfmoayqnA0s9zxvgnMsGvnLO+SHi/kBfz/MmN77BOdcBjfP90TgwmN8+F9qXBz3Pu8nufx7537fXss7/dRJa9SV/mKSQk/wkEYs8hdiA/RBDAoCtwtsbOC0Ri+yMwE4VciK3osE4hhx8HvB5+5ZjBvXr/kHHjHBNjhUzDrErZ6EQ3jXIcCci9ulHq8eZCPycas/ojIx8Phogp6MQxQQUemmBQkkpgj2lHkCA5lDE2LyEHNwSq0tLlAycQ7Bx6uVocJ+LwE0Kgb7JyJmej0DWdwhkbYfAS18ESMail2IqwVFN2UDY9l5bihzpMhTuAgG5hSj096593gE5JT+Zt7v9VKNB+ysEEDojhmwEegEHIkA63dq5EDn74bYP3L+i8eRUu/Y+xNYcTpDDNJYgKf0fCCS8hgDuYcjp5yCAdYTVY3Nraw6aGWYTrET80XT0mPXVV4lY5DEEwPcm2NF+P8R87Y+A28/Irl5BALUFYrSOQADVz4nKR7a2hengK2CwnZFagQDpA8snZW1fPTv8Udp5A5uOmTcNgb2tkQ3MsPZ8TbAP12b2nK2RPV1EcCRUb6ujv4XFLIID1uuQ3d1v+vsMAbUF6B1pitizdtbHdY3009S2MxiPwMW3KJz5GmKa8whWS/osn89g+jmNdyEQfRkK/bZH4PIiZMPrVaLxpKtfHjo9neYwz2Nb4F/RePLAVd4YSCfEvI4gyG3LAAiFoGOr8QX9enxUAdxuxwh9CVzoQnyK9Hv3utT/iF1v7lPfkL3jjxMOPnz0tD0c4NJpDkP63mFdyl6J5KFTQjYnWAm6EAH3W0vLi/dYz8/bKBtAPM/7iWCV8nvrWNw+wEnOuWHIx7RE6TcA5SuCMJMi4HPP8xZ5nlePJsirkj2cc98550agNI8t1rHe/1XyZzJieyOG4hbk/M5BAGNUo2u2QyG82mg8OQyxEVORsxqUiEUmROPJbshpng9snZ1ZNaJF4aw+zQtnTZi/pHs9ckiPIUd/KEo63xc5prmI1r0ZhazOQCDBz6Xqhmbz3RBrcand/y1ihbqiQa0dcsI/I8e9yP7PRo7vQzRzyEUOcx5iW85Hg+MiBDi2Mn18jADa9ihf7UQ0+1hsz97X7ptj33VDznOateEz4P1oPPkpetFA+Uu9CUJQ/a3dVQiUeoh9fAMBwBzTQZbpqRYB1bj9nGl9kYeAxAeIlclFYcfjEaCLILDhA7rX7fsmCPRug5x7AQrP9kIA6XMUJp1GsCltNxR67oDASAFKxD/Anr0UgahjTKdjENPa18o9y8o9DjnYPsCYRCySjsaTMWRfx1kd/dy9FAJgnyAnPtLa1MXq3wwI2akLXyJAFVnwXcHfGypdqEdJTZX1WSWyj8nIoV+PmInPTY/PWZn7WPlzCI7kSgPzm+TNeSw3e2lf5xq+mLNoi1YITP5kut/Oyn0UgaDv7b5eVoYv75vuTkd5jAci8BSy63vY92WmxwarY1crawkBSzcUAeLzAC8Ri1xlz1hGcO5oZ2BpIhZZ2qgOROPJzYDxv7er/ArXOwT2bnYZ6bTXgCNEymXQBdg7Gk++t6oVmKXlxWejyUc1AtSLUf/5TFSdc8zMyqhrQO/iR5Y7qAT9GN+uQV0LErHI8hWe38LzeNfz6lvmZi0LZ2ZUe1W1BeRlVzQF+pUUlX248hLXWpqid8UXh0CZn5/bpbS8eEpJUdnk0vLiLRFAvbWkqGzEeq7HRln/8haaFOxOcBIEBMy5Lzn8vjjgQs/zfmV7FpqsXNkNayrOuRw0kdzO87zpFj5dVb3+p+TPZMR2R8DggWg8mZ2IRSYnYpEPbfuCJuYgWqOcn88RqNkSMUHNgKXReLI3cmhDUfJ0mxnz+zT5etTRbv6SLl1RqMwPK7VGzuN6BOQ2QUzSwQShnkEI1H2NwFLa7gshZqwPCo31tntqkcNKI6f/fwQrrXKtzExslRDQPhGL/NOeeQECaWMQyxRCL9QpiInbHoGQd9HsIRvRuf4K0k/s529Wns+Q/B8CHFsigPIaCvf1QI7+Kisvo9HPBwQvcBZ6SRxy8u8g53skApGtUKjjJTQTykXg7XQEqJqbXkYhYLSzfbddIhbpnIhFLkazuHrg6UQsUp+IRcbaEUi5Vv9WaK+pNxEw7ml1G4dy0MYgANgEgYNFiE1qY8/61K5tjkDG+wgYXpKIRRYkYpEH0g3s73mMbKhjmTnOciunvd2XixxZNgKSp6EQ3t8JFgt8aG10plM/x65l650q6lttXzkqlJd56NI+bU9H+RwZaDYZRXa1C2I1+6D3odT6qxZNIJabjVQBP9TV5++5ZdePxy2r7FiEAF05ssWxyIYmIoDcFk0OPkFg4ysEjrLQCtumaPabgZzvpghELkN5k1Fkt5uYHpYj1mw0Chd3sb7eG60Ank6wL9QvYtuQjMEOC270+WNW1hcr3tPomk7ReHJaNJ58tUfuqO1qF4d+8jyuA7I9x/yFP+Tfh1alfodsvedvldVI+iC7qyU4WzJEEALeC9nTJWgsWGMxW9oD0slj/u+d/Vb4ellFVdMlEMpp02x8qE2zSeNCoYafQiHqgQNLy4v/TYfrKLMJJlkQLI44GjFj+wLDSsuLd0G24OexbpS/vjwF3Oh53oqgeQqaZOOc648mr78nHwLnOucy7Z5ezrn8VdzzPbCbc665rdo8chXX+6BrgXOuAI0vG6WR/NmrJv+OHNJpiPkhGk+2RY60KwJYu9nqyEwEQDqhHKM3kePKR2zA3cDTDancs0gRR4nePyCWAOQ8D0KhlB+Rc3nB7v0ZOZODCc4SbIcGsDByMu0RAHwBOZf5CGy0sGtao1nKMcgRzrUyjkEz+YXA09F48mDEfqRRrlgvBJIg2COtLWIUZqIXqQQBlJPs//GItTkQgbevUC7P31CI4xSr2wjkqFva3zshAOXvB+U7oa0QM1WAGL23TP89UDJ2d+T0MxFzWUcA7C5EjrA1YmLGIsf+ClCd41VM3d5755DWTOsXjVMJzEnEIscDx0fjydxoPJmP9gb71vpod3sO0Xiy2HT9AFoY8DICVQ/YNY4gN6IAMWlfECwiWIZA3UMohP2gXUu6ns3DYQhnkm/tvwEByhwUIqpFrNRmpuejkXN+jODw8DzTz27IeQ9GIHVwQZe69xCz5E8gQsh2ngdSiVhkYjSefBDZTzbB0U+TsKR2ZCc11sY9auoL23889NzTINQVAc40crZ9TIfbW50mIhBWjwbN7QgO/w5Ze56x799DAGQve/bjyFb2tHuWI4B7NgKJdwADErFIVTSe3NX0cAnQIhpPuhVYqSWmg4n8Wuajd2savy1tkU31cSEvGsrweuKxBMc+mTkMKXt1pwaAaDzZBwHa1cl5ugFNJm5BAH+Z6atu+oiu//fIGVe1Adxkr/daLbePxpPZWRlVLzQvmN5v/tJu3fNyFj1ZWl68eUlRmc8Genk5y9q5kEeLJjMrM8Lpjs79spfWq8j+15vYgdoRZHd9kH3mIt06BF5r0eKNJz55/KBDn3z87xsTqP8DxPO8Gaz8IPdXUahxJBpHVrWw5Ak01v/onHPo3TxsFc+e6Zy7jWDyOgZNSH/r+iXOuceRn51DkCKzUUz+NCCWiEWmRePJK1EoqHGMuQAN7ploFaU/OE1AeSzHooE9Cw1cUxBj1g8Bl88Sscjm0XjybjTL/xQ5nSPQQDwPgZib7N7OiCHrSHDQchYaoHIb/b8pclILEFg6ELEgDyB2ojVyqv5su7ndtxMChP+HBv/eVmbI6nwsYiVORI5hMcplexCxbaNQbtiliA3bGjnZJ9Cs6AkEaOehwXaE6XC+tWlbRDHfYc8PoRf0O5R87O/xNRWxFAciUNsWMU6nIIATQk55J8QuXYpA0dMoUXNLBNJ+REnOPwHL04Qz2jC1xsPta/UbE40nz0GO/xx7ZgECuRWI/XkJ5ZN9j2z0KgSWqhGQTiLQ6dBA0AuBy7etrZMRW7O5ffc4AlQDo/HktEQs8k1GLiem6tnchZjvwoxOxCJ++HuSlfscotPfReDMXw14g9VlDGJOryJgEw5BYeGPkc1lERwfNMrKfBQBvs/RQNYTAZmmKOE/hcLxT1pbHkczzjFAGYTeNF1FECjvhd6DTgRHa01GgHZrBPJyrf6z0IAZQkDuBATkwujduRtNSC5Pp3gjVUtVZh4XWx+1RzY+B/CMjX4XyXdoFj7DNvgtBr63RP1/Y6oSscjV0Xjyxsa7za/kmh8sfDkvVRXOn/Vh0ze7RJeMTsQiS1a4brTVb5VSUlS2pLS8+Fw0OUojPaaBqrmTOxQhAD6EFY7oWhMJhRpShXkLGqrrCpe2bDKjKfB+aXnx4SVFZXOBdDjsjQIGhDLSgwlyHcPoPfPzFNenXIsmUqeh/joYAeBSZOfZwHXlr+80e/AThxzV4+mR8YkNW5St5zpslPUknucVrOSzz9C4g21psc+K1zS+11ZQ9rW/02gMu2qFy38p8zek1PO8x4wRex2NaXied0Oj553S6O9r2LDnyP5HyZ9KQydikbv59+TXSWjp+2nAbDuuqCsyiuUoH2UmciDZiAXoj5iDe4D6aDx5GHJiy5Fznouc4+mIIdkfhV3GIOAzDzm2VgiQVBHsJ+SvTFuOWCp/NdUeKMerFQJQTaw+0xHTkIsc+GLkkDsj4LGMYC+ftihUegZiH6agUM951qZ85FjHJGKRJXbqQB7BwH0CAn/NG9VnOQJqBabbEaajEwgYkanIGf2MwEUmYrda2v0OhU4fMB0tQyBqGQqx5SFQt5ndd6fpId/09aLpLLPO5Xpj2OEfzb05nyLwNhI5g4OsnDoE5Aaa3l9AjiNhem6LQE1rFBp83p45GbFuaQRc3kOg82H7vAdir3ZBuVxnmR52jMaTQ4Bhr18R6W+hpH62oGB/67MKBPh2RgBkGmIlhyHb7I2A5iem8w8IGMT9UTg3w/p4NHLus6y9naxOIGZmJwSmBxIAuv4E+6H9iGzuJYJD0rta3fA8nHNMRQzxKMRQ7mh9mDbdbmV67m5taWr9VIIG5O6IBT0ReMLz2L92Ydgt+C5/ZqeDl72AbHk7xHAtRrbV3XRVhSYNByMGu7/pKG59uFL5PRDW6BoxZjFqEPO4PuQigsU1I1DYOWuznX76JhRueDOdyljr1YSJWKQWOLa0/L7MOYt65rRtPmEgtmFvaXnxjyVFZV+Ulhd/jMDzHmiCloVsrB+alK5vIDYFge/RyFbv49fHVQHkbbX/t5fmNass6LTF1GtKy5ccXVJUtmQ91+N/QjIIz12dzVozCM/dEPX5A+UG59zeaAz4CANiG2Xt5K94xFE+ym26EYVCjkfO2EMAZjTBzvN3I0CQg5zQCQjA3YXA0NsoZNcOuDIRizwWjSd7Iofhb0WxBDm5I9Hs/SWE8P+JBukyxDh8jBzaicjpn2PPPhrNOkvRDDsHOb0tEODphUDPSYil6oHAUwNynj1ROG8fFDpoZXXrh8Dnwchhz0rEIvdH48kwAiHNEfg8DgGTKYihWohA4SjkwHsgEPUDcvr+ytNWKFn/aoKtEOqt7l+ikO4tyFH0QM72WQSU+pnelqBZ/TgEDpta2TWIjWmHWKBOdk8f9NJ+g3L6DrE6bIvCjiGUQ3WL6eVkxAw9i3IZ3jGdvIEAXVdrfwdrQ8h0cTECID8jwL0/YhXzEWg83e4/AoG7SxDoucbK9/svC4U1/4VA10FoJWIhAocPIhttQHZ6m+kjr1E5dyFgOA+Bk1cQSH0fOcVHvDRt5wwuGNKkd01e/iYNRyBwdCxiOq8msKEHEHj6GdjGS1NXOTNckd0ivTQz30sju6pEdpiJQHwze/bPCIgOJ9i6ZNNGfTUB2ffrwFXTXm264/xvmoze9u7p2yNbeMTq3yIRi/wcjScvQeHehxKxyO2Y2AbLjRmxv4SUlhc3QbbyMLKT70uKyoqe+SoSz8yovaCmtmDRx0PPvnLQxYc+s56f2xy9M+PRe3kcelfm8+sTJ9LAVSVFZXeWlhdnIPufjCYZPYGzSorKqv/9CatVB2dhyn9YeStKGk2ylqM0h7NLisqWrc2zNspG2ShrLn+JxEzL88hNxCI/omTjY5EDOZxgx/rOaDb/N+So9kWOoy9yeE0RMBiE2IdNEYiZiOLmY6PxZAgNOD+hmXstYnzeQKBgInKm9yNnOh8Bv5MQW+SHdXIIjlQ6Ezn/Nvbd1wg47paIRZ6JxpM3oZh7BXL+29nfDyJw8T5yjI9aW/oghzoXhRL8HJyKaDw5HYVP2iDnP96u9QGrh8DlBYg1PAeBhmwUwnsE5WJti8DusabfFtbWOKKo+6P8tWnIgTdH4PVINFD3Q4P2aMSo9bH6zLDn/QyQiEWmR+PJ+abLBuSgmyFGaWd7fjUCrOdZvZtZv2XYZz3RCtIuCPAeidiEW+yzCabPPgh8fI3A6ON2zdsofHqD1a0fCm0+iMDZMQhI9kKhvg+svx6x+h1CsOnuDvbd9mjF4lQErC5DNnYrAp9notBglunrOPv/UwSEtjb9/wS8VzU980vCPJSR5+Uj4PiytSWObNO38Q9QPtrXQE7l9Ixnxz/WpqjHyQt6Zvaq2wT1fwUKg89ANuXnfTxGcIZqBgKDNVafiQgcb4bYu2c6H7m0Xecjl+5PcBxWFbJ/30E/Ze35iUaSiEVqENj+q8njCHT7TFDo2a/3OuD98ot7bNJ61BdLKjrU1TfkdV3bwkvLix0Kh08uKSqb4H9eUlS2uLS8+Bw0IdkNvYe3IpbWX9Hov7cPWTkRlDPYHPW9zzJ/sDZ1s0PBQRON1ihZOo9ggUUNyq3sCAzaCMI2ykbZsPJnrppsLFcAN9nRJ4ORU7sADZo1CFgtQQ7sbuTYdkUDqx8ODKMQSj/EoEyz+x8lSKIuQcxWDUFocBPk+P2crucRYPoYaFY1O3zxgu/z6iumZsUQSImjAexsgqNvTkIO7ELkuN8EOkfjyb9ZWz60NuyGGIvvrPxJaNY73r7bGQGRDKvbrWi2+iECF6UIcKWsrdsjkBaxz/dKxCKbI9D0GmLrHkTszBEImB1j9ZuIAGVfApB4BJq1t0HA92AEerohZuZyBI7vR6zTHAQiZyCg1QYN8LsD90XjyYcRkOxSkLsg3qXN0HOdq69EAPMVa3+R6fUixHgts3afTHBoe4HVYVsEmM5AbNhcFHK8w3T0BQq/9LK+eQI40sDBsfZ/tfXBvVbn9xDAa+p5nF8xI6PGS+MQi3YQYizygXwLlX1HsKLwVARe/JWVHRCwnkzAdHxqz70VhaGzkV0666dN87vUZzfpUXtbOCf9iPVLPsHeaBV276BELPKyPW800LOgS8OV29w666kmveqqUKg+gYDpIwgADrcyWqH35it+LdVowpJC9vgNysv7HtnzPPsdQxOcL4AX7ezWikQsMvzPOrR7LeQHgtWDAD0zwvX/17xw7vCpc7f959LK9keybudetkulMq6bNm+LxPWvXnFVaXnxL7k8JUVl01HaxI+oLz9AfeKLn/7wEZoIjkDjRg3BRqw7r0Pd/HqkSorKzkA2dCIaU1LonT0AAfi1WqiwUTbKRll72WBALBpPhqPx5NYWWltR7gJussT8cWjQiSLn5i/xz0QD2YMh1/AJ1C0Frx4xM68g51eLgMxRBOCtDQpZfo7AXXfk1IehQeckxGi0R4xBW8QaXQQsrZqezbwvCpnxVrM6NFCeg5zeWwh4vYAGzf7I2UXQrHMgGuxaIIc9DQGH4ShM+qnVdRpBPywkAJ6LkRNtjwBXDwSc2hAc0jwBAZEPEZhoH40nd0FgJoUWFoy0nypr83NWt+8RSK1DwOhFggULKQQA6hDr9DUK2b6IAFgNAmpvIVCzCQIOy+3+Avt/K6t7q2YFs0/s0bG8bb/un1yCWJ7rra99BmsiYue+QiG56xGAHobYnOMRENydIHeqVyIW+RaBiV7AhYlY5CerVyZiMR+IxpP9TQcfodD1NAQAj7YVnC2AycsnZj65bHROEcFGn9chcHMHsCAaT16AgO0c0/8mCHxNApZ5Hld7HpcRHGeUgwBjArFJRyH7qkC28hZilBbld66/NCPPO8H6/RAEgqdY25oCh0XjyWLb1+p5BN790Hqu9VMahS+TKDR9lfVba/v5FAHPoabbKXZPe9NnFbB5Iha5CAHaJ9C7cSYCmL2t/vegSdFfRqLxZKtoPDk0Gk/+329c8iKaoKUINmGu6tH+mz127vvsaUfsenNNo4VBayNzZi/qde+k2du6nKxlJ7LCSQIlRWVvIxB2BHrvCglWL6fRe90d7XXYsqSo7D409t2FbOfo0vLiZutQv8Z1mYtssoLgdAwHLCwpKqtaH8/YKBtlo6y+bMjQ5N8RK/U6Ymp+kUQs8nOjf+uQQ98DOaB85My6ILbmw6YFs19q02Ri1tiZO8+HzDaI7fDBTBcEYK5DIamf0ezzEQRmBiOHPAcBpBKCgdlDTnkgYukGNdms5q1pr7aYufXNM2sbXXMYAhpPo8GzDoV/FqLctnGIdZqEgNcjKJS13PRwdzSe/Bg5s1rkOGcgx94UsUF59pODWJjtkRMMEazMLEA76C+NxpO5KKSFXXscYsteQCDmXcTitUGOfh/T6zlWrr/wwNdFV+QkmiGAVonAy57IyYxEYb9O9kw/vFKGVl7Wmn5fASrnLen+cVa4pnrSnG2Ptfb0tWcfan3WEYGpbHvufASM/2a6+xDN5L9FDM3bjdgYf+HAQNNdEQHr2Qrld31KsCJ0BgpV+at1bwQ2LexRf23tovAjnseNTja0KQIffU1H5xAkU49EtjIRKPXSHJVuoNOi4bktWw+o7mx9/Q4CPf4S8r7WZ6OtTudYW/a337l2TSUKTW2ObCyFHOb70Xjy1kQscls0nnzZ+vceBOh6WT/3RuHiAtNrGLWlhmBhTJjgPfkEhbGvRwB1fjSevNjuX2J698PICZTTtx3Ka/wrSS4Cm5us+EVpefEJCAS3AE7zPO72PArrU1kvt2o2/WaLVbYlANhrLBb+e/Wm12Ofdmo9qjfwvS0EOQyYn4hFvkSTn3dRjmIOwfYx/k8LBJwnW5m1trdYIRr7DkYgfJ2lpKgsVVpe/H8I6GVaXZ4lOJ1jo6yFZLqMOQ2kVitZv95raLch6rRR/vqyIYFYE4JDvn9P8lCuRRs0Y6tBrMOriLIfsHh5xz2XVbaqRKDKX4E2Ew1uOQjMXIIGvmb23PGJWOR422TyIwQ0ZiMA4ec6zUMOaBhiU3bKaprO63/HjMtt36RtCI6HqUKMT2vEdJXaz0sozDjDvkuhkM6BaLuC1ihpvgXBzv13oaTwKSiZfDZwiyXnH4gGyUMRYGiHwMAhKN/kwGg8+RNy6h4ChfMSscjUaDz5hLW/HWJyWtr/79mzFiBG8GXkmDMRgPrB9OoRHMh9BMqpuprgcPW30erNsOkjYT8HIqYuAwEkr64+v2bSnAEfI5A0GzmXvZHTCREcjF2JwOu3iC3bnOCA7AK7ZzCwZTSePAMBztcQIH5VpkAbq8+liBVqbX1ahABFV+R0htjikOeBy51jYeuimjZWv54of3AiCtvUIAZytD2zn/Vbe+DkVI27cNmE7AeWjcr7ofWA6hOsTbfYz14o320CYhR3R061HIHwZxDYmYVA+wKUVP4jAkuPI1bKoZMCQggQZ1tdv7f2VVpf9rR+8ScxEwlCqEsJFlXk2WenItt4wuq6I4Hjn246DKOtYcYjNg6AaDx5uvXNVSuuhLTE/b8D5YlYZK3ym1Yl0XiyOVBp+Yj+4oMVZTvA1dVnzRo5dfe70unQd9lZ1Vu3LJx5VKsm0+7GeXPQO7zOct3h8UXIbnnti2QuAl3T0AKYLmhS8TWy+62QnnPs9gxgQUlR2TLb/2sz9F77k8zLS8uLXykpKqtdH3UtKSq7r7S8eACy5xDQqrS8ePuSorLvVnHrRvkNaSDV9i7OX+V1q7OycmXinEsRnE88GjjZ87zVYjHtjMj7Pc+LrsVzr/I877Y1vW+jrJ5sSCB2NRrA31/xi2g82RKxGW+hQT8TOYwGNGD1RY5vC6AJhCal0rktkVOuRoPIZgiweYjqL0BO7W7kiKfbDPUTAgA0Bg2ShyMn9yRicB5BYGBflKA9IRpPnoAA3Fso7PM1Yl8cYoVKELg5A7E4VYjlGYzybEIIWLaz7x5FgOxABIZSiCnqhhzlNlbfsxGA6N6ontVoYD8MOdsmyHkuAfokYpF5ptrL0WC/wJ65ALF2e6BQ6oOI4WiJGLwl1ubu9ncmAmIZyPEPRSDiGwQ0xyHAsB8KVZ5CcGZhF8SO7YdA588oz+hAq38twWrUfyAANwUBtJ9QWPdvaPXqt9aHZfb9DYg1y0OMzfHIfu4wZnCEXTsWJZUfYP/3JtjKYSbq72Ir63171iDTVZ3VaToKNyeBa+w4pOsQOHzGyu6Wkeed1qJfzT9b9Kt5y/TUgFixEtPh9QQLMubY89LIhnxG8gLT9VwEyg5DIfLzrD9TaBXwVlb/juidmoJCujlW1u3A0hZNprfp0mZ45pLKdpdOnr1dO2R/p5kuaxAIW4BAlrO6zEW5QueifMiRyL4LgNOj8eT2QCwRi1RYndpYPVaWcpCPQFA1a5lo3li6uTEhIG+y17sCfgFhz6J38fZELFINYCG8y1Di+WjELraaMLNo1NQ52xSkvXBx2NV/0W3bx0dmZtY9WlJUNmVd67YyScQi1dF48iKCo2LORIC7I5roZCA79x3cMuAIA2E7Ibv0F0s49F6OLi0vHlBSVLZwPVXzZdRHm9kzBqN+2yh/Tan2PG9rAOfciwio37Oqm5xzGZ7nzWLtd7W/isBON8p6lg0GxOxMuad+4+uD0cDfjsBBfI5m2p8gZ9sGhRd2QbP8TAQWmtpPJcGRQYORQ8lDg56//UUIOeTvkBP9l33mr3jcFgHA+5BjHIUAxFQEXLqjlUdP27UFyLlNsTodY+VfgUDinciAC5Ez7o5Awr0olPQCAhkD7PsKBB7es3rMQIBlIHLGXazuIQRSXrLPfkbOZngiFpkXjSdvQIDH34RzL+BEV9fwSNbi6m1qW+QNJTOch1itiOn7KwQEulqfLDSd+dsgTEZg6/8Qy/EJAicDkNO70fohjUDEBBT+vAGxQL0QYJyDnP8niNU71dpXYP32PnJILYDjErHIg8AsY1cqCPLPliIQeJzp6CTTbz9rex9rw02mx38gID8DMVGfoPBnxPR5krWhlfXJyXb/rQQ7wL8cjSejBMdA7YMmGOcixvA0e56fXO0zlB7BAcxZiEnc3eqzhz3rNQIWshzZzceI6aq3etyCQNgZ9v0oZKez0HuTi05IOAiYU5i7sF+zgtnd5y/tGkOgMAvZ5Qgr91A0MOfYc2vsu7HIbpohB51n7ehrug5F48mj7L47UHi8nhUkEYssjMaTJ7Gezqzb76qXP8ht4+1x3DU9/jbolhPvRYD5OzRpIhpPRoATtt10i2ad2448wDn6AEeVFJVVl5YXz66pz/8m7YX2gHBhygv3OnO3tw5a3Wff8Nrfz168vMMd7VuOu+qKgx5+eHXvS8Qikxr9uzcac3sggPsYAkI3oL5phuy2GgGwGgLdZSLbb40Yz3UCYradRwQB+oloLN0egf2N8p8hXwD97EiiB9D7mQnc4Hnem865U9C4VACEnXMnA+94ntfXORdG7+5+aMx+HNnkRZ7nHQbgnIsgvzMWyLWDwUd6nne8c+4ENEnMQu+gP1l8EgF7D3jK87zfytncKI3kL7F9BQopdUSO8TWULzNryc85OfO/Ljip/T7L3inoWrc/GvjbEziG1sg5X4scyA6IuXkOAaWxCADcg8I3eYjF+QSBl+tQeG9PgkO0b0W5PX4OzanI8afRQLmJld2D4JigR+y6zZETH4uYlSwUppxnzxmP2IUd0ID3CJp9XmTt2cXK3gE5/3bI8bVBrFgvgj2g+qFBPIqYwEzgsmg8ua39n4OAUhYCQPuT9lpnVNeFt7z2s2N+uP3gJdbuBVanuwlyqfZB4HE8GvTzrczmpu9mCGSm7f9X7flVaDDfDIHZIgQQ2yKQ5ueg7IbAxlKUh/UgAilb2L1+KGa2hZKjyDG1QgDiReDDRCwy0sKvt1nZDyBQP8d0s6X18wt2/5DQosr+XkF2D1eXCqcLsrMQYJyUiEVqDGSFEbjshRZjbGXtrLR6VXgp7iTEts79kic3GDm0kPXjRLOFEtPJWAR0LzSdXo/Aq78AoxgNZIMJtqDohNjJJGIrC0z/IMD5AHLG06wOSxCw3RmFw8JT5/a7Jxyqf37G/M1ftnIHIZvubu1+Dk1uelgb5yAw/pE9b7H1XRrZbyuro7/YIAd4NRGL/GZoZMWd8NdF2neduX3nPpMysifVXwzcaxuo3nrKw4O6XvXyDbdmZvQ/ub4ht82oqcUzOrYeMyIjnPoFMJUUlTWUFLFPNJ7cEYWUN4nGk28BpyZikVWDGs+1rW/IycVzaxVSMjkHsazZiIU+DDHsLyEwDrKzkciGliOGucGu93PKDiM4BmttZVs0AboZ5exWIZudtY7l/iK2crQSCJcUla3LQoiNsoLYjvb7I6b5amCw53mnOeeaAeXOOX/1a3+gn+d5i5xzXRsVcRaadG/teV6Dc64Fet8fds619jxvPvJpT3me97Zz7oJGTFwfRDrs7HlevXPuYRSVGAl09Dyvr13X7I/TwH+X/CW2r0jEIsvR7OyfqDPDwCmhLK9PqjZUW78sPJIgn6szwdEcaQRKOiLHtDtyMs+g2eZHCOQ0QQ6/qmZ+uO3cz/MvXzou62oEhN5Gji6BQkd3I0c/EA2QI1CYoIJgxdUDBOcWtrLnbUeQYN8LMSxL0Oz2ATTY7YzATg5iid5HLMaRBDuj74hCmRehENP99pln5dWh0GAVGjT3Q06+Cs2IOiCHOxuF1U5Eg+0JLu0d1+v5H3bIaEiPQGHOOHK0degl/BwxLEsJTgZYam1uQKCuk9W3H3Lkm9l1f0Oh0B8QWOyEQNDXiAFcZPdkIlC2l/XPzwhgXIRCkqMI7DKFZli3oEnDtfZ/GBhlOUE/IcfUFzmnkxCQrLM+aYoAxsVA81DIZeEIpbMzXkRgshfKu2puOhmBwOn+BEyqh0LG5yRikemTX2xRXLconFm3nNHWjp2RPaZQXtrVyNkPsHr0QgB1JrB7IhZZhuw4jCYWB1v75llfpxHL0xk56EXWDw9ZP++EmLSh1odlaALRBbG8zYAWELp60uwBdRC62GziWATeFhIk9/ewOi5C9hVGE4CQ9aXPkOSbfvdH75m/kGaDJXfn5y4/etG8tj96hE+68uUbi0968F/HRePJDk3zZ/+rY6sRl2zRJTk9N3Nxae/OX7+wvLr1ou/HHjpzxTISscg3iEUtRHby6Oo8+4Yj77ip1ybftL/i4Ieu/73rovFkKBpP7h2NJ7uv+F1JUdk7aCy6B73vi5Hd3oT6HPt+HLLzy9C4taSxGoBLbdPXdZGvEbN9MHBOSVGZV1JUNrKkqGzxOpYLQGl58Q2I2W4AxpeWF3cuLS8+ubS8uNC+d6XlxX38/zfKaovPTP2AJmFPIju+wj7/DI3Hne36pOd5i1ZSzt7Ao57nNQB4nrfI0+7uzwMnGIjakZWkEqExb1vge3vmXsjvTgK6O+cecM7tR7Dn4EZZhfxVGDEQ+NkGAYglQO8mvWozCjedN985TkIOu4DgqBZ/i4FFaHuK9vaz2H5mEjALnwHXJWKRL7fu++P2XY9Z9I3L8C5GrMxoNBhlIod9BxoIC9CMtBAxNXsBLROxyCzbxuAMglwKh4DLEMSgzEXh1BbIkV6DBr0PUdjsVmS0VXbf4db2V6wePRHLcx+ijJMIyPngZk/7rhVie6ZZ2/dDLGEYvYjjUdijE/BoOi/rs6HX7ns5YvVaI6d9OHqZf0SMzcGIhXvI2twBgZP70eB9PUGI1ENO5B7TV2fk2DJQeMxneR5Hoc2hyAFda3V80/T/HAIPTREQ74fAZg/7eZXA4V9jel+GGKccBGD8LSyeQEBxFAJiPvi9HahpaJr7KWkvj3CoNXJ676ZTlJPGhTLpYfV5BtnGfWjA8rfmmAOQ1SI1N5SbIiOXK5GNnW/f/4ScZ8jaUYFyyeZYn3YEPo/Gk6WIfRhv97yIAFwm2trjWWQrnyDwO9faMdGumWVtPRCFWptbHd+3vjwS2cYiBHA3s2fXoYmCHwLuZHUPWd81J2BRPQT2shrdN9v65ScEBgsTscgUNpDEThj0YWl5cblbHD64ecHsBzu0/Nn7Ycyh8yuqW3abNm+rhn7dP+7TvcPwtguWtn913qIuO+VkLX3plIdfijxz3rG/Yrwssf9sFN79aXWff8m+z/7i0Gzj1VMRaH0J9XvOAdvn1bz33SWbd2g1OlVafnN34NKSorK3/PtKisrqgFhpeXE+yqn8EtlzBbLHhnSaggdPuL527sSO4cle7+Wl5cW1qA/C9bXhzHBmKjsU4hL+/Xi41RZbkTkOvf+zEaBfn1JPsBq0K8HB7+eVlhcPQsy7D0jvX8/P/m+WX3LEfLHDuo/0PG/sCp9vz5qnBTyNyIka4F8+UFtBHPCs53lX/tsXzm2FmPxzkM86bQ2f/z8pG5wRi8aTGdF4sukKn3VEeTYLEMDZEznzn50jAzmfl1FidBgBtYloABmGnM1i5HgOAg5PxCKdUQ7Me8BliVjky2g86XqeutALZXuDw1m/7Jo/ggC590AApdCecxty9g8iQPJkNJ58iYAdcshg0wTOKsOufRA5Y4cG2LnIeeYBE2zrhUMIwg3tEEAajAbnpvbZUuSQr0cD1knIARxjv7dATvssu24S2hajCwI++VbW7ihZ/Qb0krSz8rZEYO4uFBrdAYHJ86z+x5iOb7ZrewFfJGKRy01P7VCId5zpLAOxKEtRiKw1gZ05KzuF8uomo/y7AxFL08GurUKhymdMHzWI0TrHdF2PGMse1saLELNwI2KhvrC/d0Y28iayr81xri/h0DZW7mNVszNeql0YvrliWma56eZABEgr0UKJRxEwnWW/2eSgpfMy80g7h0NAcHMEpHdHDmYTBD5bIruchdhGR3BcUVPg4UQschICvxFkDzui3LBDkM2kEWBqioB2LWK36kwPUQRO3yBwzKdaeR+hsGdrBPhDyG77I8d7DWJsnyPIOfL7oA4B72XWlz64np6IRRYkYpFRiVhkg66uKy0vDqXToXsnzNj+gZBrKGheMLcgP2dBi6yMisXVtQWLUunQXKDZ9LlbHj9u1M5Z88d127K+IWv/FcuJxpOZKI+zHdpOZ20kQsDWPo5CvIdlZ1Yd1L7l2Af6dhm8S01dblc0afw3KSkqqywpKnuopKhsTElR2Qj0vs0BvqxcXNi9tir7IQSEQX0zu6E+dOz4bzdn1rhNYOVMxRqJ7Sd2GALu61VKispuJTjOC2Q/GShdIY7e57f5a57C8J8mHwIXGiDDObfNatyTBM62ECcWmsQS+mcR5EL7Uu+cy7S/PwGizrk2/r3OuS7OuVZAyPO8V+3+/uvetP8N+TNCk+cBL0TjybYA0XiyK3IcfRF4eBM5tWrkkHyHMx45s03RgDUGhR979+zw1akdW/08Dzn+Z4Gp0Xiyh113APBNNJ4ciIDIPaEwo1CoaTxiWr5EDIq/EvBwxLLNRYj+YIIcmUNRCK7B6jgLOf0PEairR8AxkohF7kHgMoUc5oN2fzgaT76NHGTanjsMAYeDUPhnDLYZKgIa3ZATfgMBBX8Wfgoa8FqjmefNBIm9OxHkYo1GLGGaYBPPYcihjDdd1yKG4DQEkL5MxCIfExxa/oL1zbHWl3dav52BqOq0tfUWBOquRqCwArEthYg5esP0/IL16UuI1ZuGQGsNAjNnI0bqMII93K5FM62hKM/pfGvrJshxtTMdb4YA4vkIAP1k949DeXyHAk/ULwtPCIW97Kwm6a5W90rEsH2PQsrl9pyvgLeMDd3HyrwWgcXd0c77fi5PS9PXKwjMbmF6cPb8edZXV0XjyXNQCHkGCs2/hkKiRyNbWoDsIkRwNmFb5MSqTbcXIjsfiLZQeRSB7JPtvsnoXUgRnALwod2bb+3xJxZh+9zPXctBk4eQ9e8htpr3z5BeoVB6u616flBV3xBekvZYMKDPOzV9u32Sysmqyv5s2OlPVdUWTq2qatosXFdfkVFYU5FKhY4+/6l/Fq9QTgPqzwX299rI1vbbIRu+HTjAOY7YcfNXRyyrapXT0JAdakiFuq5meeXofbhwyNu7nLZkdqtnCdi6KLDtSTt/9lpmTsO9IefeZC32cSstL363tLx4WOOwZklR2bclRWWTfu++tZWSorJj0Fh0P7JVX0Jo3LqC4JiljbL24o/5PznnRtr/q5In0Hj7k3NuOCIcfHkRmO553uhGnz1m177oed4oBLQ+cs79hEBde8S6f2bhyhdQfvBGWQ3Z4Id+R+PJvdEAfwdiPqYgBzMEsQFLkTNYZr+HoJVELVGoz88Nc8A74G3du9Onlc2bzM34ZuRxR6B8maaIUfnQfhxyrPuiMNfWyEl3RgzKEQjwnYkAg79i6UTEqPir3fw9npqijRm3QsDQX803BTnJhQiMfIVmfJ3RoHMzAndPInajpf3vEPtwAgKjcxA4etV0NYzAgU9HlP6+dl0OysG62P6eiViXKgQCtkUszbEIdPmJ21g7j03EIq9E48mDEPCYhti39xEA2R+xiv7ihOnA440OIH/b2tJgOsxFrFwvBA7uNd1NsvZ2Qqtnl1t/d7N2bGU6XIRmzg1ocPFZtnqC8xYL7JlZ1q9nESS0P4gGlYvQ4DDGrumMZnKbIBvDnt/VdOdZv/a3NqRN3/+HwsEl1j8z7dknIsD6MwI/RVbeB8hmPkGDVRVanPCMlZFAdpZl5b+FQsA1CEjubGU0IIC3A1q80sKub0fAvqbsOX2tvBfRpKYBsblXmG4dAQhui2zcIWa5wn5/hFidTohR3NP09B6yw12RrZ6BQMOJiVhkg66ws81NR/40aa9uIdcQ7tnxOyBUOXrazg4vFK6uyp2a9rK6L63pQF7OoqXbbfZmy+ET9qW2vsnyZVWt+//rsv398BjReHJr9E7c02i7lzWpSw7BAo4XSorKTrTPuwAn1NTm3RION5CZUVcJHF5SVJZcWTnd3JhmaIHEO5O93sPWtB5rWOe5yA46rq9csNV87vkoheFDNLFqRXDm54clRWX7bai6/NHinPNWcx8xPM/7syY0vyvOuQeBoZ7nPfln1+V/RTY4EGss0XgyC+UmFRI434nIodWj2XoDcgAdEDibi5x3CoGMaxyp1rjUPM/L6oCciv9iH4dCef0RA3IgcihbIrblVARoLkKO8AwE9Prb72rk3DIQiPgAAZQFCOS0J9iVGjSD7WF1zEesUge7biQClCFr42HIoS6xz++2e79EjNHtyOkut/q0s89nW11nIvZoVzS7uQ05yJZWlxEIlF6AnOnRaAB8DjnjmfZzJgIIVyAmpQg54BJr93LEtvl1zbT+SpjeliMmZqDprM70dhlK4M9H4blNrb7fExzI3Z7gaKqeCEiOJbCFx6zdMQQovkG5ZNsh4DEc5d7thPr5DNP3GQhwPmZ1Ptb0ehDa8uJj66tTrF7HISaq0H5vb3p6CwHRE619nZEzecv6cT4CcjVW51yr94Gof89CQPQfiEXthYDiAyhk5YenByHAOd30cDsCrnuivp+HJgzPI3Cbaz/lKGn3KGRr+VbuTNTvrU0PGQRs1zICdg0E+P+BGDl/5eoPpseZdt+oRCxymrHMTyIW+KR1PBJojaW0vHgnYPC0uZtnTJ27FVt1/2B5Xu7i6lQqt0lmRk1q/NitcnObVmUuX94y1aHDpG/zchZvO29xp4Z5S3p+26/7p19lZtRNAZ59/unr91wwrEnRgm8LH5rs9V7rhOLS8uJ/ID0/WlJUNtA++wbZ1HLEEGQi+29n+WG/km5uTC9kD6WTvd7Prm1dVrO+nYDCkqKyUX/kc1by3A4oL/ZVNIH9B3pvHTC/pKhsgy34+KPlP31nfefcEDTBiHieV/tn1+d/Rf6UVZPReLJXNJ58DgGQdxBA6GC/N0Mgy6fPK5FDqUTgIoKcdxViEPb3CO/leVmHEiToT0Iv+XZoEJxsn+1sZX6JnNJ3BHty3Q28UjE166FlEzIzPY8M5KzOQk5wV+TE3yZgTGoIZna1aPDNsXYUoqTz1gSO+h+IZepmz/4anY/4FUHCaiFy9J/a/3WJWMRfyu6Hlf6J2LYvEOjLRCCqGrFxFSjU2h45+77IUb+HWJrZpptjEWg5HoGE7ZCjPw+xQ876YhgCaudZnXJQntNBxoocaG2ejED0WOunjlbuVggg+szYcQTblbRAfV5FwEK1Nb2dbPc5AhtJIpA+nABcH4tA7CkoBPswYqoarPw30DYFr1ufvIkAdg9kB/1QmDEXsXW9Ech/FtnUBKvzcjSjX2Z1ONX0vQyB9NsRg+uHWcdYv9QgYHuo1a0psmeHgNdsBAw7EOx91xUxtd0Q+H8cOfhOBJvsplHYvAfBaQ63ITt50nRWYdfXIPtoguzFz/1qg5ziS6aLamvb0dafLwIzo/FkidnhHsAJfwIIa2F1zOzcdlT5rv0GDWhSsHjfjDDjsrOqr3XO+6k+Mz/crtUUenX71jUvnJuZnVm3qFObiaO27fVhr8yMuivRApRY804LXm693bJrCXn91rFadyDw+rzVsSUCth+id8Cf5TYDRpWWF99RWl7cvnEBk73e45DdvriOdVmllBSVTd/QIMyeO6ukqOzUkqKyd2x15hVonPgcvWf/NVLvNbTzPM+t6uevCMIAPM/b1vO84o0gbMPKn7VqMgeFR/KQI5hJcG7fYJSU3cSuDSOQU4Cc0+7I0eQilqICgZMfUN7QTciRTEED5BfIqV+OHJ1Dg94liKVaCDTzPFoB9y/+KffGheUFEzY9e26H/E0axlsdfyLY36rG6jYJOa3eyCEutnr+iBzjIwj4ZSHGYweUFPsNYlbysdywaDz5nunjdJTvcxUCAVHEkoBYoQLUZzsiIDQOOdteyLG2N936CxneNb0cgVielshhH4uYmgNQWO4EKyNh3z1obfk7AhcNBGdytiJYnODnfXxp5Y+wti+z+i0mSPSeb99fj2bG/p5xJ9v3PyNg3mB9Og05sOkE+3i1R4Cpyu45CeWsLUTM19720x4xbidY248F7o/Gk22s/iej/IUvEfBrj1ivvyO7+gyB7xCyxemoz7sgUDsTsaqbW5t2Q2xbJ7Tr/Hg7r7GF9cc2iLV6AdliprVhMQqTn4RsbAACa+9a/11h9y9EoKiYIIl+O9PVE4jFLLI+6IDYwywEHofbff7KXkdw0LTPrC1FdvKa1eFTO0z9Wws/D7J6l9oikz+ERi8tL94BTXwmlBSV3VZaXrwJtkllOs2ToRAt0TvzLQIvLyObHOUcQ3p1+eFZD89BeJP6em+TzMxUA3rPCjyPTKT3Mzbv/bmblNpy6uh0x2/Xpb4lRWVLUIoDpeXFmyG7zkN5iTsiWwTpaxPgpIa68ID/e+mYiy899uURfjmTvd6z16Ue/4lixyjt/mfXY6NslL+C/CmMWCIW+QmtbPwGhQifRUzEvQROwc8Da0JwQG5ntMw/m2A/qldQnsxhaIY1HoW/LreyypCT+xgBtenIabdHA+Uw4Lt0PV66jqzCntVzmmxWfX1Oq9QDCPwsQwDhQJSUfwxykhcidqyKYDFBNgJLtSjkeYs9cwgCbH2Qc5yGQNQxaGHAfsiJ+mG8w9EgdSFwsZ03uZndcyICRy9ZO16z556FHHSl6e4y4NJELBJH7NS5iI35AAGTN1C4IAtok4hFXkagt9R0dy0CLfnI8d2NQORXVsew3QsCA0sQ8PwHCm9h/VeOnH0dAsdHo3BbG9ORQyAjbX3c3/5+GTELZ6PQzaXWr9/b34VoscBY65t7kbPrZM/a3urSzfonCy0e+NLacwbBBrGvIfBXgWzmTft8EgqN7opA2InWlw9B6h3T4en2mUPg7NBoPLkfsrlK5JzjpjMfCC0hsO2z0OqkrRA7fCliWeZZGQuQHT2EmLkbEWgNWTktrF3Lrd3fIjDVwvTdw56dQOzpCGSzS5HNpghCvsMTscjZiVjkJes/jPE8C7HGf7SchUDplaXlxV1RO99Np3kTaO15OGQLHVFe3SI00ZpQUlRWlpVZu1U6lTkpFGoIE0r54fdhDanQ7WnvF/C4pG2rabPzOzXcNdnrvV5YvW5uTNYbtx/38ZK5zbZAtvYJmhCOt/89IKuuJlw9eeimm9ZWZg8qLS9utT6evVE2ykb5z5c/ixED6BiNJ+9GziIPAZhd0ADrNfpZjJxWFmIA3rG/69Gs+EzkhD5CjqoKsQLdkEPyw05XI4f6EHJwrRGAGQns6Bz1NQszKvM7NRQ067PoHhQq/MrKboEc7gEo3HQbAoGHIGDlhyK/QIDpPHt+kdWxDcHBywsRS1GEwkcjEACYjEDSQNQvuyEQcyECJtsi5/sYckbNEFibbO09FC3Fb4rymy4HukTjyUnIwTkE8Eai8KS/dH1LYGw0njwFMUKPohBYDwTYHJrh+6tSJyJwcRbwTzsn9FnEPi2ya/b3PJan60kBm4azCJmu9yEAZYsRABlIkAdYjBjHRxDQPg6xeEcjILsjYnt6m74hSFjfyuq6lOAkgEdMZ6ciELqd3X8mAsjZCOTvhoDcbQSrNt9CIHxP09EMBEamtW0+vsWCpZ2PLciZG1pa1eFNBNivRyB/N3ve/miftm6I4ZqM7TWFbLcVsuObrC+ft37PtjbUoBy8Y5E9VSD728meU4iA/HSzgwQCr1+gHK5bkS0cajraF4V8cxCITqH34EFkd1shW/w3WZ+7469CXkJhcn/7kgIg5BzUNWQ1NNRnj8nPW/4D0kUImFtSVHYDQGl58TbAg5mZVVuEQ5BOa5/Buuqs5vV14X55TapDgOccy/Nzlp34wCkXjrf7+iDm+Z8lRWUL1rLeLr9pVVvLve6J3u2FBDmuWUB9OJx+dvbYLj367vVDd/4im2lvlI2yUf58+dOS9aPxZDFyPn7IIBvlMb2DnNnWyGmAnEYYOfopiFlaRnAmYdiu9UMRlQRbEYQJ2KmmKJQwADmhcchxtUNO73EUPnwi3cCXE55sVdFqQOWiFv2r30bAoxiFmO5As/IfkMMdh8Bkjj3f2bP/TrAR6gTkfIsQKNgfDdpzrF1DEQgdQMAI+SDhCWunHx6sRA54Ihrwz0Ys3OeInTkbOeYOiC36FIHBNgTO9nUr+yjTY5bV430CAHq1tW0vtM/YUgRET0UrBj3TwQ9WVp31ZbeGKpLVc7N2ds5bXtC1vikCGx5icfyl0zcih7Tc2rI7QZi3BoVrv0cgNMvu/xTZyMVWnywEIhqs/c+jjVhrrK69EQu2GQJE/grF703/W9lzXkVMo89oTENhyb8DDyRikaHReDIb6JKfszBaWdPspsxw9ef1qYKtgPGJWGRHgGg8eTwCfH9DDOFmCKgWokT6xcDERoeHn2f9mYlCkXug0HQ3BLr9RR7ZVt9MFBI+B01cPrX+qEMh1/cRk9QJ2eI71ten2XUfIRt7F9niNYlY5FPbW2tL4OdELFJnbclAgGiZXfeHDRal5cVnWv22Rfrfm2CRQS2aRHxPsN/Zr47NKS0v7gfckE7T0jmK0x7pkKN22ohubsrQXiN3O/nDfPTOfgocVlJU5tl9UeD2dJrq+oYc5i3tdvDlBz46ZU3r/8I3xW+5EAdrJydGob77G2Jb5yN2rrSkqKymtLzY+c/fKP9dkp0ZmlPX4K0yWT8rw82trU//JfPENsqGlw3KiNn+Q/sgx/0Fcjr7odl7CjmrQjRzz0YOyt/DqMZ+tyIIAQ4nYDWGIoezN8GO7A+hwXsMwRYRPdA2EjX2nKn2nIWIKYoDz3kpTswoTGXmd6lbSnAwtA/qBqGwVR8EGEfZNZOQ82tn7TnH7huCmK0qBESusr/fRs5zPmIlZiEnuwwBtYkIOH5g5R5EkF/XYPd1tLYtQ0BzCQpnzbJ2JhDYW47ywCIEh6Pnmw77IQc/nWAV4Nv2eVPESL0ODErEIk9E48n5prvlCLz0ROCjpZXpQpk8M+Hx1s+H89Kj+l0ze7jpYYH177mIYfrMdHowAkA+WG1ldUwjcOAD6vdQDmEnxGh+bvrqa/puYnV4HYGvGuuDltYuP/fQQwDjFhSWy7I2fIpCnV3sGUOQ/W2BQp1nAsdX1rQ8DxhUnyqYZf3TONfoVWQfmYiVnGF/n4NA4TK00m6Q1f0LxKbNMuap1N6T4whWVv4NTRTaWP0z7PdhiJXNNb0flIhFtrc9+kZY322DbPwpBMIGmi66WH/sEo0nJ1g5JcAN0XgSBIrvRzbXgJi7PySBt7S8eDf0TnS0tu2FbLoB9Xs9eu8OQn37eUlRWX3jMl774tpxTfLmzthxixc75+dULgk7pTQsnNGm3rn0LMSGpxAIfby0vPhcK+NN9N5vFQ7XeVPnbFWMJntrJKEwxyCw1RyNMcchW59XUlR2S+NrN4Kw/16pa/DafnFnl1Vet+vfp64SrK1MnHMp9G5nIJb9RM/zlvzO9YcB42zvL5xzNwFlnud9vBbP3h0Y6HneQWtc8fUgzrkKz/MKnHMdgPs9z4tu4Od3JTg0fXfWoy42ND1+IHJAdydiES8Ri0xCLNSxyEnthnK5shAj0XiFTy4aSNsQALN3EBiZgwbrvyPwNRY5mTIEZl60sg9FTNhCBGiGEWzJ8BwKYZ4NlISzKehy1OIpmU1SLyDn+T4CfRcjB3sjYjPuRuEiPz9nltXvUftdiVY51iGn8gNyou2szj4grLX21Vn7c5FDqEAO93LkWAusvuMRmFiEwMmraODfD4GHa1C4rR9KWN/B2lxpddsFAZjH7Ln1CDS0sX46BgGwfQjOFexhG/CeAdyaiEWOs/rcg8JK+6Jw4LuhTL6ZWLv5q+MW9x2NGLbZCEg1EOTVlVmdF9h3+yIGqN6uyUIgyg8j74cc3F3IIQ9GYdSlput80387BJoGWv9shUDyZcimUlbP6fbsDOSgm1vfDEFAbrZd+2A0nsxHE4YBQLdELDLZDp2+GegfjSf3j8aTD9nzy60/trB+ugyBdn/iMw4gEYvclYhFjkKA871oPNnHvj/a9J+LgOiViI0tQM4+E4G5AtPVbYgJzLL94FL2jGGm79sRCHvP+rPBdD/ZdHceYkaHoBytv5sNgMKhB1tb17uUlheHUGh3E2uXZ78zEFCtRLZweNrjXM/jDeAL21OsseTWNeT2rKlr3oAmGVXA+P4HfJcuPil5ILLhJkB7z+O0CTO2Oz8aTzoDY487B+FQ2m3R5cOc0vLira1eqy0lRWXVBJODLATcF7IBVkOujZSWFzcrLS+OlpYXN/+z67JR1kiqPc/b2g7WXgSr3LTsMLSoCADP865bGxD2VxLP82ZtaBD2R8uGBmJDkENonAxcn4hFPkzEInOR030GAZNvEDjxB+O5aIYeRrPllihcuBVyZG0IgM319vMpcsj7opDQHJTAHbPruhGwA34YZDf7uy6cSYdQJucjx/C51aEOhb6SaHA/x+rbBLEIPxIwVU0RaLgSgYSJCDgMQonoTa0+3yInv5V9nov6ZkeUw3MneqGmIObvWQQI3rb6dkEs0xYIcG2CgMsB1u4vEKhYjhix7xG4/AaxIGHklOsROGuJQmo/Iyc91ur2OAI/lyCQh90bNp3dbfqcA1wajSe/iMaTP1nd97PrJiGGZhZiH/dEYLPc2rHc9NMEzfzutPrWEWyc+wUCl5eZrr9FjrfKdNzT2tDM9PMF8HkiFnkasW83IIDkJ7zPIzhTMdOeswiFyJqarq6161JoBebAaDzZAeW5XYMc7hF2fV9kc60RQ9sUAYwKBEp7RePJ7eygcVCf74jChSC73wSBxFfRVicV6L2ZQLB1SgrZXhsEjg+wOmyO+tvfDqMtwVYkdQi0PYRs+m3Elt1GkPO4K2IEmydikdGJWGQMf5yUEDBgEIxJ9Qik5wNNauqyllbXFKQbUmEPAZx040ISscjimromR30+/NRd0KKKiWhxzxJ+vas79fWZ3vQFW16KdIPn0dWzlaDNChf/M5UO/bhgacfp0XgyhzWQkqKyFAoB+20pBKq6uTF5e2zzZlZpeXHumpT3B8sANA4O+LMrslHWWr5BfgbnXA/n3AfOuSHOuS+cc72dczuhd/ou59wwu+YZ51zU7pninLvROfejc26Ec663fV7knPvGOTfUOfe1c26z36uEcy7POfeKc26Uc+5159x3zrnt7Lt/Oud+cM6NdM7d2Oie33p2a+dc0q5/wjk31Y5Oavy8rs65n+3vHOfc01bGUOfcHvb5Kc6510wn451zd/5G3QdYG4c758qdc4XOubBz7i7n3PfOuZ+cc2evov27mX6HWR0Kf+/6lckGDU0mYpHZwLHReNJF48kmaKCf2uiSTDQ4OsR2TUDOOo0AwQ0IiGyGHHIKgaO3ECt1CnLe36GcKj+/aQhisMLIwZxAsOKvo133HUG+kR+eykeApjNyjD7D0haFz2ZbvR5DjrsdAhwPI4CRhxiGGgQ85iGw9rGVd4I9ayjK1+luzxxjuuhIwBJkWN0Xo1nQyVb/1xBwa2XXZpn+POSMhiKw4ud01SMGqzVyUH6C+xcIFD5k5e6AQGUNAhI9TU9fImbtA9vaoD8Ku+YgFqDa6rLY2pgmOONyb9NDhpXpA+d2KAdovPXjm6hv0yhkNdTKfxABvZ1RIvxzVlYbgsOFz0d97yGAcbx9vywaTxaarrIRSFmA+vkqFP7LQQDuCtPFwYhBG2j1jZned0IAohCBn5nIHguszuOsTR4Cne0IDubuYmU3QcDrRGQ/16BFGL40QeCrFOVNtbB+Go5syCMIl29KsKiiATGe+yJW2ZmO8hAIPiARi0yNxpObInb3jUQsci8wPhpP3mb9eZTV90g0QVivUlpenI1sJkawKnqp1b0lgb176P1Ylp1Zt206XJdKpzPGAWca6PmVJGKRSpV/8/mICXao7z0r+yNgcHV94TY9Onw/94qDTq0EqK3Py/A8alJpL1SQW53ppSHk6n32uWYNm5eHJgQ5QEblkoJDXLjh4Molhf0/e2a/+VC8T0lR2fw1LPOPkC+Q/n/6syuyUdZcnHNh5NuetI8eA87xPG+8Hfb9sOd5ezrn3kLhtITdt2JRCzzP6++cOw+Nc2cg/7Or53kNzrm90STtyN+pznnAYs/zNnfO9UVMvC9Xe563yOr7iXOun+d5vs2t7NnXA4M9z/uHc24/tPjr9+R8wPM8b0sDcx8553rZd1uj1IxaYKxz7gHP86Y30mEWysU+xvO8751zTZD/Oh1Y6nneAOdcNvCVc+4jfnvbnoHA+Z7nfeWcW5sxY4PniB2IHEcxmnUvjMaT56L9lYajwfkhhOLvQWBgMWJxniHYZfxwxA40QezLQ+jYnZnRePJ8goT3TDQAL0TMQsjK6WrPK7TyO6OVUxchgLIzwXYLm6EOuJ1gP6cxKFTYFtgiEYv0sLyeg+orXYtUVahpTuvUTMTYPIeYqhDKifoJgceJ1p4p1s5qBKJ+RExFSxRGCqPwlO90MxG4G47A5SXI6Vxmdeps5aTt+uMJtgK51dq4iCAkuNSed7TduwsCSCHkVPIR+FiIAMGFVsZ1CGhdZc/5ngCAfYBA0D4ERwwtQAZ6rZXjJ7HHEHO1l+ljmZX5IcGWH35+YAlie2IEu87fYd/fY2UeZ3WYwa+P83kR5Rg5ggULxyJg9DoCq48gJ9oFsWFbWBuesbr47au1fj3AdOTvxVVOsGr1QivzBATAIDjj8zHrs3cMHP5fIhZpDHjGIZBWhkLZnRFL+DKy+deRo7+a4FzUd4GrE7HIkGg8Oc30foTpeCwCdFOADEvCn4AYziH+QxOxyGPReHIAGhBBdrpepbS8eGurq7+xqW+bHgKOFUj/oLbPAvZ0jlA4jBcONwwjOKLqt+RLZPet+DXr3wGYd+4eb5zY+OKMcO0t9fVZW+dk1ewKhEIuTX7Osg8Tscgar6IsKSr72fYU+w5on1tY8fCuJ3wwfObobvnZ+TWwFoP0ukg3NybbhdK7ZubUDhlbuc3iRvWsKS0vrgZeKi0vfgT4oPHih43yl5VcO8uxI9q8OmnOfyfgX42AVvbKb/83ec1+D0HjBWgMe9Y5tylBqsDvyS4oSoTneT/b+ZO+HO2cOwthjfZo/Pa/X9mzd0FjGp7nfeCcW8zvyy7YBNbzvDHOuakoFxrgE8/zlgI450ahcWV6o3s3A2Z7nve93b/Mrt0H6Oczh0gfm2IpJSuRr4B7nHMvAq95njdjFXX+N9lgoUnLsXkb7b1UjZiG1xHz0RXoZXljlxIk7N+FOimEHDJIKT6YeBeBjhsJBueJBGf4fUnAOuUgg9obOdg+KKm2FoG1bOTYCgnypbohxzzD6tCAHP35yKgyENsBYoxOmPNpwV7ATekGmiRikZEIMGbY/buifc+uR6DgQIL9qnwm63sU9tzbyqyzts1DjnEByh/qYvelEDvUHc3g/e0w5hDkk+XY87tauXMQoHgPhcS6IDAxB4GOVxFo+5fpJxOBiiSiw4cgB3o5cu41KET3NAEDsw8Cb/sjJm85mll9j160PayMa1AO3SS7rp09810UVn7T9L0MgZB9CYDfKVa3RWjmM9qen2d9tZvp9wLTYwsEEPtZm69GrNDRaCBw1p4b0ctcT8CoTEMAcYTV5yOCUGKGld3Lnp1nbaog2CpiKQIWt6L+L0ELKR4F7onGk62i8eTz0XhyfwQ0j0Gh+BsRW9cbzfCuJWAqfyA4G3VL4JZoPJlr7dofDVKbAG8lYpHP0cDzLQr3dkbg9XF+LRUIhJ6diEWeYP3LWejdBunlcRQCz0V92IkgjNqLwE7KgH4lRWWnlxSVVf7eA0qKyl61Y3POR+8vBGPIiStenxFOHetCbucFS7uGautzvVAILzur5se1bWBJUdkMDOyHwmTse95bfU974L6lOx71WTXS74aU/i06zis94OJ/lft7l5WWFxeVlhf/Czhs8fK2u85auOkTnudOLy0v3rLxjaXlxVlrmiu3Uf5wqfY8b2s0fvkseAhYYrlj/k+f3yukkfi5nykCYuZm4FPLQzuYYPeCNRLnXDfEFu3leV4/NF42Lmtlz16f0jivdU2e4YALG+mym+d5H/3WxZ7n3Y4mr7mIPeu9phXdkIxYDVJMGHg0EYv8ghqj8WQ/bIAyZsmfNRYhB+zn7jj73QYxIfUoTHMOcHI0nvx7IhZ5CGgbjSe3Qc71FAQsdkEgpgdKcn8cgZdDCHLEuqNk8c2R48Pq3IFgx/ez7brlqHPft+tOAA7sEFleSYhsF6JzNJ580q6rQeG1nRC7tBgN1E9YWVV2TRYCIo/Z80No1rAFYukGIQfbza49D7FLxaaLDxC4uhMBh24EW3+kTR8pBA4HIscURQ6+FgGXx+y7JMrNG27tW4Jyn5qifLTBppfX7Xc5CtEdZTr10EylCAGGfATA90Fsxf4IiE5CzNa3psv9Ueh2GgEgvQ4NDteiDU/DprcWVse2iJ1KWx8568MaBESuQEBoLkFeXAOyhx1Q+LsJwbmhLRDQ/gaBgasRgL6H4AzKjqb/RQTMYRury9bWt2ch0NTHnvcvZI89ENX/HRqYPrGfftaXhyGb3MzuexkxWO9bG94HahKxiBeNJ2NW/zBAIhbx86Eqo/Fka2uTn5s0GU1URhAcTP4djSQRi4xGYPePkrcRm9nD6nwcQTqCD+JB/T/M6rgNAo6zf6tQAwz5JUVly+3/MALLFyDg2x7Z+A0ruf2txcs77F5VWxBp3WxqHhpzBpSWF29ioGptZH+CPLZsZBfHbOgVk/0P/GrE5rv/WNV1m/EtgQ6l5cU7IvZ8J+CIafO2Ci2vatWkddOpD2Zm1E0qLS/eY9b2/RaEmtff3fKf2Ttldqt9CaVjbJS/kHieV+WcuwgRGw8Dk51zR3me9y8nWqyf53nDkf9Z05ylpmgsB41Xq5Kv0GT2U+fc5mhSCBpTK4Glzrm26J34bDXLusOYqVUtJvkC+ZPBFpLsjIiX/qtR77FAe+fcAAtNFiIf9SFwrnNusOd59VbuzN8qxDnXw/O8EcAI59wA5LvXKK92gwGxRCySsk1DTyBIZvW/a0w/noIGzRRy7lsQHAkTQoNzEQIF01FCfjc02O1rS/efwfZk8jxa1C+neUYuZ4Qyf1ltl4+YmFzk1JoTHNLtMzQ9EAjpjTp3KQJCbaxu4xEoGBGNJw9HTrcmnP1L4vqWaEuHL9HAdz5yJJshEDUKGVFT7FBgxEj5+VFtkeM8BDmiBqvrzsiZbolCtlUEx0H1QaAliUKbC1CoNYUYLZ+9q7LvOyFQmovAR3PEwj1uur0GObNrENsVRuG7MfbZhciRtkcDex4KhbW2Z9xidexFsB/U5mjg2MP0exSifWcj1q+ftXU8Aj97ILD9LzSo9EWM2nb23WxrVwv0Yu1n1x5i9cm2tpZbnx5s+g8jwJGPwFu96eYuBPK2RwOYn4sYQv3tWd8UWl0KrV75Vm/QQBJBIK2N9ckWCIC0svousz5siVivb5Ft+HuWfYLyJHuYTmrt/yMbgS0Sscg0BFp+JdF4shcCug9gIYBELDIeAU9fSla874+S0vLiQgQyLyM4/WAIYpsPIOgTP/fre2Qr7VB/nFFSVLY0Gk92R7aWSMQijcN8ZwMHlJYXn1FSVDYXAfgrka35Yf8M4JHS8uLzkB3cVVJUtrCkqGw6cJSdFXkc2qrjUGRfTdemvSVFZZ6F/E4nyM2csjZlrYsced2zrrYuu8Y5r3U6zdeh0C+nO3iAt+km31JXn0tmRp3P7i8Awl5NqE1qbmZVZrfaWRu6zhtl9cTzvKEWBjwOgZF/OueuQf7yJTS+vgQ8bqBtdVca3olCk9cQsP6/Jw/b9aOQbxiJcqzGO+eG2mfTEchaldwIDHLOnYgmwnPQ+Pp7z/6nc24EGn9P8TyvdiW5cP8mnufVOeeOAR5wzuWicWJvNInuCvxooHY+mhz/llxiiwTSqO3v/861K5UNvqFrNJ50v7UxpIGom9AguQBbbo4G6GuRohqQswyhlXv/QADiFpRo3xkNercC56fraTfmgdajNjt/fpNwNpsip9UZDUQpNDjGrApPEhyIvBiFou5HwOJnxGrdi0DXbsg5ZiBWo5+Vea3Vv7ndNwkxcvshALkUOYXmyBlNQzluByNmaTP7vwNiRbZBLEiMIARZh0DhcOTI9yA4A7IUOSp/wPXB13xktM0QK1CMnE0aAdltEKjwt9s4HYGb2VbfWgRErrMyD0jEIsOi8eRpiOXKQ+BjYcjVL2/ZdOri7Myay2bM73uDlbEtAmTzCPKX2li7TrK6Xml6xdowF4GPUxHwi1n7f7bypqGB4mPEUG2NAGAnu64MhYCb2j3bIQaoLbKBJ1F48A1r45MI+OxgdVtqz12AWIE2BMcVFSGweCFiq3oi9qslwf5ffsh7vP3kIyDtobzIRxHIfCwRi1RG48m8RCxSZRvHTkUDUInp5lK7dy8DVL8rlnt2DvBhIhb5yfppG+DiRCyS/v2717+Ulhfvjd7bnkgvuSjnoid65xai9+UHNCMtRDpegp0xW1JUNj8aT56NHM95iVhkVKPy90F5hreUFJUtLy0v7oLCkIcjwOvnutQQbKC704qHYBsY+wZNDrDnfr4O7XbWroqSorKqVV2/vqW0vHjT6tqCZGVNkw4tCmdlhkK/Sjj2kHPsg971KjTRun7W9v3qgNRA78EN6yD+w8U5563mPmJ4dhTDf7pYIn6m53k1zrkeaDzezPO8urUoKxtI2UKBHYF/Wij2v1r+tJ31AaLx5D4oD2gBQe5UE+TsP0SDcDYaON9FgKzcbt8FOcd6+/4eBJRyEQV6AfBEOkXB7GThi+0jy7uHwuyHwnetCcJ1NQiM9UJOuAXBvlrX2+8x2M7YiJHra3XwmYoJKD8pBw1kl9i1h6CFA87KbbDrFyCnXIUAVIO1twQ5iNcRsClCDnsQAj9XIeBXYXW8B4GOv1s5U+3+7laftN3X0u55FDEHz1mZVyPANw05q/am74UE+zjNQWzOcJRP9hkCvDdZ/7yPwk0dTV+VIVf/f80LZ6Y3aT36tOET97/b6tiA2KUpCOjORmxjU6tzGAGiZogVvBgBxArEbt5IkBuWQsB1otWzMwKnGVbPkOkglyDciOnDd4b1VkY+YgDrTIdh5KCaEpwk4Odb1KGk/yKCRQmtTactEQN2LbLlyVZ2PQKUOYipPNHqfxli3fYwnbyE2MQDCHa9PwQBldNND9mJWGQhvyOWiB9ecd+vaDw513S7TWMAsyHE9qoaiOy7K2r/AoINmkF9kwa6lhSVzbJ8pm+RXl8pKSo7G34BmN2Bn1a107+BoFNQ//QnWIGcRvbYo6So7N9CDqXlxX0RqM4AxpYUla1uvs1fTkrLizMqa5oeMX3eFs036/T1ac6xEL133eySehSlyES22xU7fxe4wvZH83W5cTPaVcj/4s76FtL7lCB96HLP89aYFbKyNkXjZwiNt+f5yfT/zfJnHnG0DQJVIeTsb0MszStoSX0qGk8OQU78McQo9USMSi2asabQrHoOAftwjB/qjMaT56FE53GI2dgDgYo6xJhlo9DNrgRJ380Q+BmKnAdo8D7e6jEdgbZ2yGlPRCDkI4I8o2KCFZazEWOUjWb73ew5FyJW51zk8DsjoPKE1e0rBAaiKNTamuCYn6SVu7nV5QcEXu9A4KjW6n8VCv9sikDBhYgVm2llt7Z6LkdM3xWI9ZmAwO3zCCRciwCIs/ouR4DnCIJjefZFrM8T0DAevJsh41Fwl5jO6wlWY85Hg/0hBC+cR3AodWsrqxUK540myDtYiJivhcihvkTA7GXYM75BALiWYEuJSmCR59EZqHAOR3DIuofCd/taebsg1iyPID/wMyvzH1b/CAo7P4YYmtvtWQvt5wUCFrTavjsQsY3V1l/327NnWh8WohzCnxAY/Q6B3/tWCMOtVKLxZE+UUzUUiCZikYZG35WgCcTVPoCx8CfA3n/w8UXHo3ZXESTqe/x69/zFCNw/VFJU1lBaXnwvstdqYM+SorLyFctdg+dnInvqwq+XoD9YUlR2kV3jEOAdXVJU9lVpefE9qRSXLpnTInXPEbdnTfZ6b3AWcX2LtfFEBEzzCM5nbUBj6QykI38ysgyB4RoE3qYC15YUlf3XO8aNslE2pGzQ7StW8mw/YfogYJQl2jeWkYhJ2squews5/3+hcFY3lGs1G822WwG7RuPJBcg5n2T3pxFQuhQ5/tYo/NcHsUBZVpdC5LyLCFa/5RLshdUG5XV1JGCMWto1zey6nazuaQTMXkFOu9rq2dfq8AICIFcjANANgZNH0Ay1HoG/mD2vigDIxBA4WWp13MOeMxcBljTK6ZqNgMTLiH35HgGxMYhV2A+BrVYIaB1qbWyGHNeNCIj5YG4ngoT0PAQ6J1i/fG5tuBcyfkYh1lsJ4vvZVt/5yOnubm3KJ5hJdUCgpKf1ywEIrAxCYaejrI98QLydXfsZAkl+SPkr08MwxHKmgA/T9RxcX+HqvZQbmdMqvbM9sxqB6SQKF09GoOheNAlIma6fQQDtStPlXijE+x0Cj++aTiusrTcgh7YMAbPbEODvhkBhEbLvwYiRS6PQ6BI0schIxCJlQFk0nsxsHNKPxpPtgVQiFpnHr2Ww1bkjmgwM9r9IxCKljS805mw3AkD0R87IRiJbdPx6SwkP9Vcr9C5sCUy2MGMv9C7evi4gzKQ1QVpDBsGWGeeWlhfPLCkquwPZ4+3AmNLy4sFAnznjN1k06MqzJ6D+rF5pyf9BYnlrbyF7PxlN5Pz8uVz0rvh24NA4sB8Bi9gRuNgA3f12zV7A8yVFZf+Wp7hRNspGWT3505YmJ2KR75FT75qIRYYnYpF60DYXtnIStFLuQQTUImhPoe/RzOxfyLHPQs7R/3kPObbLkFN/B+UHgRygh2jUn+33FOQor0ADtYdmgLsh51GKGKEmiNXohxi2xQSObhECIt8T6DQLsVz9UAjscwQevkCOux6FBIcjB70YgcNnEMOyzOr4JQGDdojp4QAEGiYShFcXo60ZFlqbGhAzMg6BspMRoLiOIMn+aNvMs8rK6o0cYr7V8zsUqtjR6lWDBu4cBDgSyMk9YDq/AjndD+yn0PTgJ8M/jvo0RbBdx3CrV52V7S+cmGf1ccAmdpzSwSjvqQdil9pYnywgOCj8fgRKr0Mz/Dr7/ACP/2fvvMPbKPI3/hnJ3Y7j9F6UBBAJhB56qKLDcSBa6HB0uONOtB8d7igHiDt671xoondEDRAgIUAgAaUqPaQ7jrst7e+Pd5Y1Jj0mjX2fR4+t1e7s7OzuzDvvtwwm22AWVk7Jf8Deiywi0nPt/vshAnYueq5eR+SoBm/wbmuvc6Jtt5fRM/IGnrJwkb2GYlvOQmQ+vhoR2BnIJH8EUmwNMk1vg56BMxEpwObZq0HPKjbb+3Dg4ybviYu7bTsvplnm+aXgBFvfN9eCz9gMNGHqa79XoGfieWy0J3q/eqJ71YAmVts0X6dxNTEb3Sf33QygNg/i+YL9BDxSX5P3meOwA/BUflF9dNGsToeknfAGT8JcDBk0rHzIoGGfI+X9GzwVfTyaJLm+jR+h4BdQWzWgZ/sIlH/vY9Q3XY/eaR8+fKwm1qmPWHNE48mdkHrzoJvgMhpP5iIFZyFSfPZARKAaDcJzkG+S6yO2B8rBFEGdxI6IiDi2jHFIRRmJBsOU/W20La+/3SfPfnfNo0vQrHEkXgbzZ5Ca1Q11VPehGeJMpB65kZht7OcfiVjkrmg8OQsRgFORY/g5iJSV40WDzkAz0kdRqoNvUK6SUWjAcs2gb9jrb0SRHUfZ+pbba7kBqTOX2GuYhgaloC37AqQc9UMD1vtIjbgTdbTfI0L1HVJz2trbNSoRi+wQjSe/QUpGJSIdzyFV6Q57nz5EalUH4HMny9aZekbmFHAH3kDcaNv1BaT2Ndrr3wqRlzdsHeL2nnyGolsmIVNiX6R2ViCymrBtUGLrWo0GmVb2Hk2yZVUghWSYbbccRNxus3V4ERGnW+21j0VE4b/2mJsQMZyDyM+Wtr0/s/WaYu/bVng54eYjs3YrvIXon0AqH7Yd56NEwdloPHmtbYMfE7HIFlbJGgosTMQiZ7MUROPJwIrIVTSePAPd4zsTscily9u3JWDNk0+gdjXoWQygNuqE7v2tS/PZaqHzv4iXNNKFa+Y/Fhg8bUyo61v/jV6em9fw5ORR/a9MO+H1p3P8nWD94V5DCv31SE3ugfrRLHovW6P30UHpYFzyXI/e+eOGDBr25dqtuQ8fGw/WpWlyaciiWdcvjsZWKesbjSd3R4PcIrxoxzZIQXCVqG0REToSEYa70WBchzr+GYgwdUdEqwEvHcYuiEAEkTLxGiIzTyECtg+apU+xVQugWeEedr8leE7ArRBRqkMK3Zm23D3s0k6vIMJ1CSJLAWT++BmRrxeQCrgZUkxeQspUEKk32+KZUXdBZOAARBbGI5LwGlI9HkEk5Ua8xKtRRDaOR6TrXURSj7P1ehGRj162HncgZS9l260Y2CIaTx6B1J+DESnMIDLoOsg/bq/va0QAGzHs5mQZ3FjD6JzCX0xFjfaa5iCSMgOR4TBS5R62v7vE9gg0WLS37fEnvFxeEaQkLkHk5wdklj7JtnE58heci4j7cHT/Z+OZn3rZazoIDUKdbdmOLS+ByF25vWfleCRuNkp0W4SI5j6IdGcQYe+Itx5pITKvvm/vUTmaRLg+cyDz8EuIPGL9vo5mOVgZhSsRizwUjScfa+pH9nth6IjBZ6JBPoinSrWx/7dB703q9yJhFrcgku72eW777o5dqaFd9zkj2/ec2+rnCd3Ozi+u/gq9Qxs17EoAmwIZa7p0TfagfmUKUg07oomLm+bFTdNTAVw3dMTgh4YMGpZYq5VfDxHMzf8521i/Qmf9QE7enExD3UbhrO9jzbFeKWIANnS/vqnzcDSeDCBlqw+axb+DzIx72M+udnt7pJ4chDr3J5GJbRoiKL2QiTAfDfaf4OU1y6BUE9/ZMtuhQfUopPK0QZ33Pch0VYnISx+kKp2NSEyBrVsRGmjcPE6dkXK1KUq1cYD9vx6Rjv+hgfp0W5+FaPBvjzq7GtTxXYPI0SH2GvOQGWE0Ul4+R2rP6Xb7QOR7FUNK2E2JWGRaNJ68wtZ5FgqaeCURi3xgl7h5BpGIG2y7nI9UtWuRgvA/RAwrUEDA83hLMt2Gl4n/UqTezErEIj2j8WRh1Yzgh43VwUE5RZnFxd0zrh/dz3jpC0DKyaP2vk7DMwHfiQb0DxDBe8u2ydZAwHEorVsQvCq/baaNCbCLbfvh9r61RcT1Ndsmtfb+LLTn/Q4RwdGIiLqRlAGkduUj4rQFnjNznr0vU5CKda89Z2u7T7U9vhANYPn277dINe1v9zk6EYtMtCT9H8B7iVhkOM0QjSePQkTz4kQssrj57+sjrD/RLLw0KqBnqiabJdcY8ozBAU4dMmjYk79jPZ5EBLYWbxH2BrwUDtcC3037IXT+sCcPOGLaD33PGLNw0He/V33WdwwdMbg36hfK0Dvm+hG6JK0Rz8QLekdCQMWQQcM2+MCG1YUxxjnytvdWuN+LF+23WukrjDEZNBnMQcLBiY7jlK/ksb3RupNbrGhfH2sX68xHbFlIxCJ1S4ng2gKZevZD5OEyNPj2RAStPxrQ5yOJ/U1EWEYgs0Mam84CDYYGqWK5iFBlkdrzGjJ5laFO2nVg7YoG3TH2/1Z2n5AtI42Uq7mog6pHg00tIivPo8F/Fmrzy+1vw9GAvBMyrR6Hl9X9aRRVeamte9Qee6/dPhERzSMROcpFJsDLkBL4V2Q6exSpKn0Tscg5QCAaT+6IfJBORyTiTOBGS3gXIYL6LCKmYxBZ+M62ydFIufkcdQjb2vYeba/xc0Q0rrLHzgbKo/HkoEQsUpOpzonnFDpV+WXZGmTqG45IS1vbxpeiiEGXqA5ACtJTiVjkQttOpYi8PoOI71Tg2Wkvl5089uYuh8wbXhJCpPsxW4e3gKts8tOrkAL1lL0vrpo6ABE/N+CiCAUs3ITSkZxg93Hzgi2097oRqVVu4EUr206T7D5uepXZTfbfAikxJahDdU1mZfa6j2PpaIXNTxeNJ7suY5/1Df/GI2Gu03dDQ52pf+mG47+vrw0swLuXvyfeQxOLbui5noOes/uBvw8ZNOzTIYOGLbns9CdueuuT43b4I5GwoSMGtxk6YvCIoSMG39Vk8zTUd3yOp4K5xMFBfUAGb0WEYtTffjl0xOD1zdKyMaHGLruzBepfzlvXFfKx5livX5hoPBlC6tY4NIvdFbg6EYtMj8aTR6MB822kdp1rD7sXmdVGIrNcb6QynIhIx8tI8WqF1IUJyFdsH+Sz9RVSSIYi1Wm0PX8RMllua89TZP9+hhzht7F1vBXlLipERGNfRBwKkSnyA0QeUnb/fDzVpSeeE3sMDRjXICLyDRrQGpFCFEYmtR+QIpePiObmiLS5M6Y5iGxWR+PJdva8uUjxOQURwiXAGOuTdJq97iQiBiVIFRxp78UYNIBF0KC2DSJSZcipfwtbfj0ic8cg0+ZfovHks6Wb8jfbvn+29+FevHUw2yMz5id4WfGn2jYusc7pPfCy2f8DEfLZwEttt6oZlKkJlBV0aPgS5ZJrba+9I5CKxpN7IVXtDeTP9Zo9Xzd7DT3tNe6HlK7DkE9ZLRqYCuw9Px0R720QsRhn9zkFEehKZO5NoeepnW1HV1FwzbgvICf2b5tcW0cgGo0nb0jEIj/zazyG1ML7gI7ReDIOTFjKfr/AlvsMWlbso2Xt9zvirGbfHWDanMk9bikuqz4iN8/ZEi/9zO+GIYOGPd3ka99l7vjHRCnqW7q5G6yqdZldOurPyJzfE71709GEtOn4kYsmP+WsOFDER8vgCzT5xRizNZpUFKFJ4GmO4ywyxmyHCDVoMoLdfwDqT/JQ/3uk4zgT1l7VfTTFekvEovFkETJDHYUGxSDqKG5BucKmYP21ovHkbDTw7oKITx9EiOYjR+fuSHGZhohUDjKdtUHRUvloUG9ED/Nf8BYe/8DuPxkRiHw0iH6PyMd4RMQcvHUl5yEzWA0akJ+19Ysj0vANUrRuQrPNs9GA/QXeAuPzEDkpQApYe/v7e4g09kN+Rbfb3+7Hy/w+C6lqV2AjK+26hH1s82bwfKby7LZ97KA9ztZxIgpEOAYRjm+QAvciUsheQibifshPrBCpTDfae1WOHNC3ReSjL5o1t7Lnj6POfDAiZEfhrWbQDnX2L6DIxYNtm1yHBoOpdvvOtr3aAe+06ltX3apvXb49fyXqlCrsPnPwlszZB/nRbWvbYQEir91tXS9CKqVLJlsjVWuMvb8TbVlzkMJ2KRrM6tGAtJu9/jOQn9xpeH5iC9GzGEAE80/oWb0PKW4/IXK4gGawSnEmGk9mEQF9AGgdjSdfTsQi5zff3+JhdA8PwQteWJtIIaXWQYRrEnDGJSc/PW7o5oNfRPf2+40xUWg0nuyPfACfcaPC10cMGTRs6tARgweylAXJhwwalh06YnA/9DxfgiaGFehdrkBWAdc39krgvxvjvVzfYLPZ74PEBlDffIHjOJ8YY65H9+lCRLbOdxxnmDHm1iZFnA3c4TjO/4wxeXgBGD7WAdZLIhaNJ7sj0jEeEaG90KA1Eg2g7j4dkJKUBL5OxCLHAPfaiDDQoH8v6gxDyCS1B1JzOqBB7zY8JaoYEb1CZPIMICKUh8xk7rJBDYiEldvyMohE1KGM8D8gxaWnPf+uiCA2oE5rpr22GlvHO9FgXIwG7DvQ4HmtPceFiOQ9h0hmR0QMTkWDa42tRx4yJXRG5OkFZOYab9vjWxRwUIEi//rj+X68bwf6J6LxZCEiH+2RKbIUpQYZjUhaBpGxMYgI9kSBC6fgmQpvRqQqHyWF3NzW43SkOoFn4jgUqXpuZNZCRLKvse3wD3u97yIy/hlK9FqEBo9e6Dn4AN3rE2z9Ftj9yxDpqrDt38/+3wo9F/NsO/bCC1BogwjVYhRcUVz+Y/6ekx7tGN7i8lmV+W0zb9ryz0Mk/QjbTkPsNfW01zUBEatd0f3tjJ6TN5FalLZ1SSNT6bxELDKJZSAaT/ZACkVHvFQDOy5rf/QsHYldb3IdYE80UXHTnTQMGTQsA0qlMHTE4O2B44aOGHzskEHDfkMENnBcgAj+dGz6kfUVQwYNK1/Oz8+hd/9DpFaXor5hHJq8zPwj+4WtZRQaY75D/dpPQNIY0xoocxznE7vPE8ALxpgyu32Y3f4UEgRA4+sVxpjuwEu+GrZusV4SMTTozkez6ZewGcoTsch+Tfa5EJGd64HqxmozJWRS1wNvb3cbLyDfsLGJWKQC+NCapa5FnaLraNoJpYNwVaDP8dZybGe/74EG8Uo889ICNNAWIh+nB2w9k4gcvIIe9C1QR7wzIjyu2XFPpFhdiXxojD32HDRY/922gfs5DpGeElvvuWiA3wkv4WxvpKoNsX93s9f3MtAlGk8mkHn2ZaRqpZDCdKu9prsArLP+HbbMtxHRKMXzU7vJXsduiFDugFSivyGVK4gWEr8FBQ/8DZGjN5HCtpO9ludRpz4VKZn/RQStj22PrW1bTMEjizfZdv/QltvB1i1r2/82NEtshUj3PYhQPWrr3hoR2sWIzO2Fp24OxkuP8R1SvT622zYFqqa/2uZfwEnpp9v9J/zXuccjMtSIJgdzbfnjEBEfiAhXF0RCM4hsTbPtUW/Pe28iFjmFlcdCZFb+O7r3b+GZ5X+DRCziKrfrBHaJnPuXs8tLaDCvWjs1Wqt4qbHKHFJXHnxv+x1H/mfBiFZXpp1w/bqu1KpiyKBhU7DWh6EjBu+ITPb/tsrX9HVXsz8kahzH2doYU4Qmpuch4rVKcBxnqDHmK6RIv2WMOctxnA9XdJyP3wfrnbM+QCIWWZSIRbZJxCLnocH6OeSE3hSPITVmOLDj99d1uw/YvrBr/Y5IGdkT+SW1svt/hLdI99GIZHRCbbApMpMNRwRsG5Q6YiEiOOCpUA7euoauA/8FiGQ8gQjYsUh12RSpF52QQjMZdVw/oMH+e0TEQATpf0hZc1USV6npgcylHyKlaToyYz2BzI8fIbXtBxQl+jDyg3oakcY8e81vIcXqHmQqvAcRlqMTscjoaDy5mb3ur5Gq08O2x7P2GocjAncgMq9dba//QdsecTTobo6I1AdIrbkAqT+HIDL4GjK3tkb+S/+27dHNXm++rec1iOQcbY/vY++Xqza5jvvliOx+a9vsYdt+4Sb37l1EPEvQwL+7bX8QGR9l234aIpb9EdH7ASWsbNfnpPnHmJxsqusB5dva82LbfSoiqg22zQbjqY1uWhPXB60CPUfTEPkuZBWQiEWqErHIlYjgHQMcmYhFZq1KGesTrJP8M+ujOSsaT5ZF48l/RuPJ3qtzfCIWSdYvDo5qWJQTqJiQPwQ9oxs6NkGTjNbruiJ/ZDiOU40CsmKoP1lkjNnd/nwi8ImNpiw3xuxmtx/vHm+M6QNMdhznTuTzO3Bt1d3Hb7Hepa9YGUTjyT2AgkQs8m7T7SGTar/Z+XMaS3rXj0YDooMG4ChywD4YEbQi1JEU45GqLDKdtUGmPoN8gLZBRKYcmUb3QurYHKQmnYsUs7T9fyhSR3rYarlL4MxH5qu5iAz0RARhCp4Z8FpEctohxQ+7rTMiDxl7TTW2rn9H6tZYpPpsisx41yNVy3XEdM2jXZBP1Bsowqmvve5hyFfpR1uPfRCZOggvj9ipiFBehRSsMCJG41HnXI3I08+IUP4NkasrkZ/Ue4iU/IAIXG97bGvbDt/jLZ9Ua8ubi5SrMqSkleElgDWIiF5gyy22v91q23kmMjvOsXXNte2ytT3XD4h8bYWUr6fsPvfaNt4VEd456Pn4j63Txci8eiDqAL9B5PQGRMCvwFMuM/bvNLy8dZ/bel6NzD11eD6Mf0XRoT9iEY0ni4GatZD93kcTPPLB/r3ffuXkN+pLO/TPa8s3iVhk+9UpJxpPmvEPtN9uyYTCEPBu2glXHHbVhztUTMgfPPPNsvsmLBlQ3cJV/11hnfdbDxk0bNG6rsv6iLWQvqLScZySJt9fR9aFH/Cc9ScDpzZz1ndQH3yQ4zhbGGMuQ4StAfXZQxzHWbiq9fHRMtigiFg0njwLPTzdkWrSJxGL1NjfuiM1xM0rdSjyWXKdvK+xx1Sgwd59CeY3OUXa7tMdETKD7PCtETkoRSpJpf0+CilK1yGVpwCRgAVI6Si05Zcgc5iD/KZ6oYHYoIE4gF6I2YigNaBB30FK2Rl4YeJZRO5a462V+AMyiZ2BCM6n9nwDgR0Sscj8aDw5APkK7YGc+V2y8CEiJo1IMVuIfHrewFv4dxoiWyXIJPo+IpD7opf+fERUy2y7jEUkbaw9ZoBt3yq77VlEWL6xv3VEfmR7IGI81l6H2+G4RPoM+/unyDQ6xrbBWFv2G3bbu/Z6+uJlsl+IHMXLbF072ft5LCJyX6P72hUpa20RaX0JLwN8CD1fVXhBDi7Z/dRe13/sPj/bsrDHPoHyxx2IyOwVSEHMIPPuQGTOvSMRi7wJEI0nt0Uk+ctELLIvPtYa7nzxyK8qF7TeYe6CXtkZebs8l4hFjl/xUSuHgy/56KXG6sBei74puqznkeUDUUTr9ys80Md6j9+biPnYOLG++ogtCzsjQvAIIhq10XhyEPIh2w0NxHsC4xKxyGXReLIjcty+GW+w/gwN6j0QydoRDdAT0SA5FS/LenukDM1HJK0nGlTrkPrUA+Xs2gIvEehYRAYeQ2SgDpGVMkSw9kAzlAZkvjwA+TR9b/+6pKze/h1jz5+HiF0uUofq7PZ85HO0pz1HPSIduYisbRaNJ6uRijMaqVk1iKiCSNRBSLZ+CBGU7ojwuak1Ftg23AkpdZsjMudm6u+GiOVtiHxsg0jNJkiZWoTI1nt2v0tse89BZrxhTcqZaO9tG9v+DXa/z5EprhQRxpS95idRVGJ7264fIaLV17a/G4iRQcpYsa2PS9C2RGT0THTfi+x1nIaIq5sgeFPbDu1sG19qr+00REgHIXPkeNv27fFUsTHoGfkJkcTrEZkusfe0JBGLfBeNJ4/n1xMDN7ijDh9rFXNnd38nU2O2XVLdegp5PNSSZTdWBm6pnJJX3vXg8n2yDfStnZ+zz9ZbfvPV4jFFF6ed8NyWPJePtYtATt6cFy/ab6Uy66+N+vjYMLChEbGzgU6JWGQq/JIj6WpEpgwa1DogPy3QgL8dGiD7223dkM/P8WiQzkUD3SykYtyAlIu2eFnyJyHZtwciZCOQGXIRMt0dgVSkg9EAux8aRGfZchoRAfwUqSyXIsKxMyJfRUgB+t4e1x4Rg0/w1iBcbPetx1tepARPQZqLFJv3kM3/SlvuPxHZ6oVMbUcC7RKxyOc2getrSPlajMxxmyOC9Rek7nRB5tgZKJhgG0Se5iKi9gAiTTsj4vcz3qLerh9Vub3enZCv1yNIhfoZqZjb4a2FmbZtucD+9rFt6zBSr+pReom9EDl8BgUzlCIVLouIZhWen11v266liKh9jsyvF9vzXoyeoWvsNb+EyG2OLbubvd7N7D2osed+EJlg30Ok0+ClRWmDu6yTFMQc9KxsBfzNphO5w97rSoBELDKPJkjEIj9E48ky3yy59vHanac+l6k1RxR1a7hv5Bfbf7wqxx55a/KrxqrA1rmtsmcmYpFfOVKHTCo3dHzw/0o3q404DSanPJU/J7d1pmtum4beBLILQib1bNoJj2jRi/Gx1uAvW+RjdbBBmSZdWAJ2Lso9tR0iJhWIGLVHqRiOs0629yGCUYQIwgI0qBYiYuVmc69FhGU4MhU14iVirbL7ZhChGICXC2swMmWdjQbUyXbfiYiw9UAq0fVIxbkckZlNkGJSbP+6y+G4ROpxRKziaAB3kbXXCiIEjfYcNfYaP0rEIvvaxbi3wjMV3ooUu8+RT9sxiMxcYNujGyIMg+wxOyHlqTciJwW2PiE8otUXkdhq206uguYgEtIbb9UC13m9ESl2ZyPfMzd310ykUN1u22Yrez+/QgRsKDKLnmT3n4KUsq3t33vsEk05tn5Ho2CEDCJFExCp/AQFVuTbsna27XAZUglPRIR5B0S2bkEq4ibIf6wG+e3dhhfsssR+XD++ACKZ/0TEfjwK2jgZSCRikclN7ifRePJRZJrcMxGLbGwpHDZKDB0xuDXQdsigYenmv+17xrAlxlCS17pxVmHnzOY2chuAzbt8f3vdwpwz222/pNoxTpuFX7YKOjiQCRgCzCUbeASp7LP/CIuO+/DhYz2NmlwJnIiUiJ0QkclBA21vZDo6JBpPnopUjjNR1GUVGsALkGqWhwjIfETEbkVqx7aISHyHVKDxiHDk2/17I+IXRGbG7xBR+doe3xMpYe2RWfRxRFYuR0rL6YiULMQzQWZtHecjM9eDSGl609Z3Jp55ylXvbsZzdHed979FWdrLgG6OQ8bJ8g1S49xI0c8RSfjJXl8VcFsiFskg9ec0pDLtgcjuEKSanWjr9ggyAYbssR8A47MZnAVfFwVr5uQY2zY/IIIUsNeVtdc7BfnWHYaXesKgQIFrkGp3PyKF/RCJDiBF71ZwtoVso23XU9AzEAaKovHkDfb67sFLFfE8IsXj0LOyEzI/p/HMhK0RSS1H/lv/Q+bEL+39PhWpnN/a9hmBzKlV9lpbIXL2iW0PgG8SscgD9ns5sCARi9ySiEUmR+PJf0XjyQctaQQRUPeZ9LFh4BVg+NARg7s1/6F+fu7JeWWNdbllmeLFE/L+FTKpX0xVbbas7pFTnM2tGF/w/YLPS6ucTNCQCcr3MxtYgvqNp3PLGo/c76xP7hy46Xf3hUzqnJBJ+f5EPnxspNhQiZgbrTYHkaYcPIUpa7/fixykH0J+TY3IDFmMiEEvvAWnyxAZeMHuV4TUkb5IMalHA/ybiEBNQCpPO0QU3rLbZttzvI+nWjUg4rUDImnYczyCBvXpaMA/Hakiz9k61SDTYwMyk32Ml0x2ASII0xFRa0Ak63Dk7/R2NkP9knTOgpo5Of3ttp7I7Hg1Ip7XoUSyrROxyG3ReHITRJ4estd8NnBxafGcKwrzFj+GiNtMpBZ9gExwWVvHGbU/5741f2Qxi0YXuuk3ipCpdT7yw5pr2/EMpPIdjEhZxl7XTsj0dxtSyg62Zc9GfmAfAvPalU7LbhF6f+uAqd/KtmMlUkYvQuredoh0LkHk6X1b1/GIxL6OiOAUPPXxA9veeYlY5DZE3rfFc9iP2nMMsPftY0TA5uIpYLskYpG9kTr4IzApGk/uhEyfBrvUjyVfl9h7P9g+DwcDmyZiET9qacPBJ4iYL2i6MWRSpmJCfq9sA8FgPq1LetSfk1OcOSNkUnkhkwrktMq816pvNdnGwCAMNTrKOBBwcwGeAOzcUB58bubbZefmlTUcX7Zl9dXdD110wNq9PB8+fKwtbGg+YgAkYpEXo/Hkp4hMzEcDr7u0UCtkitsUDa5ZZBpcjJQPx35AA/0XiCgYNOC2Q2pIud2vC8r39BMyL12PBuCrEVGbi3yT3CCCHDR41yGz1BloluuaFGuRunYhIixBlDphU0Q2ptnt42w99rTn2s7+dify39oKqTK1yO/pz4iMZIEpxrC4qFOmWzZjQGbDve15XZ+oQkRm+0XjyYMRAcu1bbI5UJ8TrP1us+6flU2cuUPPmvrWIbxEpx2QmtYREdH6wq4NP3TaY8nDJb3qd0AmujJENg5BvmWP23a5DalHFUhZqkEE9EtEjqqRT161vcYSvMXQx7ctnVFkjNPaIXgEIsCtkXq4IxoY+9pr+9SW8R9EKk9HipODcoh9Zu97ASLnW9vzgwh3KSKTR9l2GmjrNRcpdUFk9j4ZmXV7R+PJI/EiejdHqmEAmT77R+PJexFxexEFl5wCfGhXNPAd8jcgDBk07Npl/HTc4rGF19X8nFOzxaVz6usqAqMaq4IvoZx+I+vm546rSBVlHIeSVgOq8paMKWkAU4Gei7ZoslICBKpn5lY31vJA35MWHl3YsfEQNNnysR4j1+T83Ehmhc76OQTnNDiNvj+ZD2ADJWIAiVhkLnBONJ7MRQrS9yg7fHekTh2MVJbzkUlwHBq0v0fEpQOKiCtHSk+j3TYSOevvjMhNHRq0f0ak6mpbzh1I5drclt0fkZ07kdo2A5kY90bEahIa2HsiwjgJLbXkOo7fggiEG5FXj5c08TM0U65EGejfRCpOX0QqDkNmxDykEtabAJ1zip2bwXkc+VddhXKFHWCv6UdkgnwUEcUQIk732bo1NGby3hs3fedjllR3clNn1CMiN90eW45MukXGsElZ/9rNEQH7GRHYMqRotbPtGbR1jCK/rQwiP0PR4HMteiZ3sG2Wi1TK89Eg1XbCjF1noXxbx6IgiQn2mCW2vUqQSvGDvSeHITVsIlpiZ67d/3ukmD6LiJW7liNITXWVsFboubgUEf7xyI/wIEQUlyB/u0uRIne5va5rkC/g+7aNZjQp/7hoPLkVPvlaLxCNJwcCVctbWmoV0BfMnPoFeTe+eHHkMYDQLal8bDR2h92WbJ+pz+aU/1BkGpfkuEuc5QJnmqBT2HbbqrKF3xZv7TSaU8iavPqFuefMfrc0r/WA2rKQSRnfb2z9RiOZTrdy3gr3u5h7VkjWmsMY8xFws+M47zbZdiGwmeM456xqeatw3seBNxzHSfxe51jB+U8Btncc5/zl7HM4MN5xnB/t94+BixzH+Xolz9EbXeMWxpjtgZMcx/nrGlZ9pbHBEjEXdjHdewCi8eRlSF3qghy9u6CBuRUiF7OQWfMi+3cvvCznne0xlyBToGtm+gGpI3ORsrIpUlc6ooG4LVJ1HEQCb0ak5U00gF9mv5+KTGIPIWJSaY+pROqQg0jLi0h9OQYpbG8hP6f2yLx1NlJcSvHWx+yFyGSBvdY6pOK9hhSzLnafXZFC1Q7Pwf9BRJDGAtMSsUgn25Z9IfCPiuquXyGTnBtR+pBtFzej/z8Q8XAjJhvRzD2GyKWbOHcbZGL8CKl8LyKy3AWpWQ/i+Uhdisys2yOSdDAiZCW2nY5Fyp+DlLRTbBvn4gVdfIGIVMre77Cty0J7/961kYsnAoWJWCRtrzuCiHshGjyPR0srnY9I9v62DXNRSoqPUeoN11n/P/ZaHESwX0vEIlfRDIlYZHTzbT7WPqLxZP6CUQUPVU4t6LjVg9/tMnrc1rPXsMjbgIfTTviXctJOuA64OBpP7l4zN5hXtkV9TX47JzDrzdZBMPVo0mFabVJ7MrBvYY+6+up0wVygIxlTvWRqfnbxuMLNgeNCJrU7Ut/PAyalnXDjGtbXx4aDZ1Df1zSR+bFozFpvYIzJcRxnbT+XhyNh5ccV7LdCWPK2UgSupbDBE7FmeA/5dk1PxCLzovHkj4gQvY4WrR6ABvZyZDLqgkhYG2R6vBEN+gcjM9wWiNjdiQjGtoiIdUaD/xhEgLZFxCAPkbkMUqZ+RAPy60hBmWbLK0SkpR/K7fUfRBLrEOG7EQ30uaiTPh4vPcQ2SGnKRcTrCnvtZyGi8meklu2NHOwHINVnACI/rvlukW0bBylADwGXRePJ3Wxm99cReXkYqUN/Q6T1JKTknYuIR2+8RdA7I/PqVkhZm23PNQ0pSafZcuYi8lKFfOL6I3ULREyHolUDFiMSd7XdJ42Uu02QyvQ83pJVhYhQFuIFcVyF1Lsz7GcTpErmN1GnCoAO0XiyNXoejrT3cg4ivW5etCKklJYh4nyhvbaRyDQ6xZY3zLbrA+hZSfEHQTSe7ATkJGKRmeu6LiuLRCxSt8OuIxrbblPVvbEy54yQSX2JTNGknfD8FRz+G6SdcA24vl+/wZmFHTOlBe0zj9RMzzsRAsV4Svz5lVPz2gbznWy23sxGROsAMMMzS3IK0HN8Hnr3SlB/lUbPoI8/BhLAv4wxeY7j1FsVpyvwqTHmPmRJKAQSjuNcA2CMuRlZBRqB9xzHucgY0wkFRPWx5Z6Dxp83HMfZwh53EVDiOM61TStgjLkajbGFyDJwluM4jlWgvkMuF88gP2D3mGJkrdoCjVvXOo7zqlW6DkN9a1/gZcdxLrHHnIrG7HK8FUhc5cq14sxDAkd3W84expgrUR8OcJQx5l7UZ5/uOM6nxpggEkv2RILGPY7jPNDsGvdEatohxphrgUrHcW6zv43By2LwDhICdkHjwGPIXaojcLzjOCudhma9IWI2p9L5wMOJWOSs1SnD5lv60pbXEd2oyxCBuQmRr0p0E8cg1eg4dOO6I/VpT3TjQkhF6oUUoG8RsShBA/VC9ABtjpeENYu33mMjelgdpMbdgwbpfZE57b9ooHej8S6z5SxCKTA+R4rdQPSQLUQE42xb17MR2TgcKUrzkL/SaEQuBiPiNQMRlQ62vkFbp3mI3JUiBecpW5dENJ6cacuehtaBLLD7Z+x1dEImuP8hMrWVbbdeKCluEJn+ZqOX9RT0clYhxW66rUMP+/9T9rovQikfGtFg2Bk99D+gjmIO8seqRC/gPxBJykED06ZIGWuDnPDd/GOnohdkrm2HeaC1BNFLXYyeDzfw4+JELHK/3edgvISwOXgrJpQnYpEb7RJEM+219EAkz01pMJY/CGxOupFAt2g8ORwY3ITsrteomZM7c+pzbQOZBnMeUmNfB0pCJnVaCydYvRLI+eaSHlPRM5mLzP01wMBsTfDtbA1nID/Ue+xvZ2HTs6D+wFWCARpCJtUXTUrmAdeknfDPLVhfH+sRHMdZaIwZgfrYV5Ea9rwlQlfY34PAB8aYgahf+jMQtvuU2aLuRGtR/tnuX4L6zJXB3Y7jXA9gjHkK9c+v29/yHMdZ2lJgVwAfOo5zmq3DCGPM+/a3rVEfXgeMM8bchfr/65Bf9GJkRfnW7n8X8ITjOE8YY04D7nQc53BjzGs0MZ8aYwByHMcZZIw5CLmK7IusIYsdx9nBGJMPfG6MeQ/vnVoV9EM+xKehvm8IIqKHofHx8JUtaH2KmvwLqs+Ja1JINJ4ssQt9v2Q/5yKZ8SHkg3QY8qvaGxEKN2t2EPkefYcYbSMaoPdFjrZtkQJzFPJB6oBUJoNYO7b+eQ2VJlQ+Nr8Ohbg/gtSw09ByRT0Q++9j9y9CCtaXqMN9FT3cB6MbfTUiZS+gh3Z7RKD+aeu2FVKQJto690IkcjJSbu5ARPOIRCyywJZxBnpQ/g+ZEH9GStW/0QxrFzRI/AuRs7vsed2caK3QgHAmUuvuRgPLeYgwzUQP5leIxN1p23U7W7en7TV+aMtpg9TDWnuuZ5FvVQa9IFva69rdtlkBIqNP2zLTtu4fIz+tv9ncTVMR0TwS6GWJ+gm2nqCX/H70fOTasl8B3o7Gk3dF48mLUUDBOfZ+zMB7YXvZCMhqe71VKAjiy2g8OYS1jJBJhUIm9UzIpMJr+9wWDiLVAZSLbq35V6wuQiZVEjKpcN3CHKdufg6NiwNBdI/fAcbntWnYMhpP5rfU+RKxyNRELOKaE1Oo78hH/cwMNCANRc97W6Tg5tr/b0ATxFZo0teABqdP0Lt0DJ6q7GPjhWuexP59xv5/tDHmG/RMDEAWhMWoT33EGHME6qtAY999AI7jZBzHWbwK59/LGPOVMeYHW86AJr89t4xj9gMuM8Z8h/roArwMAh84jrPYcZxaNAb0QsLCx47jzHMcp75ZuTujdwQ0gd9tOXV9yf4dhSw3bl1OsnX5CrnpbLKcMpaHtOM4PziOk0WT7g8cJWb9ocn5VgrrjSKGJPcXWQUW2Rx2Vv4gIiBvoMYIoetMI2LjZinviBS4sXgDfjvk0P4zIkgFyFw1Bs0s+qKOMYUUqr627H8jk91mQKv68uDOlemCrSc91nHwdrdNX4w6yasQWeqMyGBbW3YdUnL2QUTjBDRD+RrNch+y+6URaXCdexvQgzsASb49Edl5EClvA229tsDm5IrGk4vt8degF/RwJNPejvy3jkbEb4q9xn2QxFyFSOhBiAAmkTn23/b6/4fUprGIjCTRA/8PvJdusq3zQYisOUhp+ivyebgMKQBFeKktCu0xS2x7uSTsE0SEc5HiVotk+1eQWfd4G8TxH3u/HwZGROPJQltnJxpP3p+IRRps7rEdbN1nIOJeY+vWHfm5PYlIcjUaEM+y7TTWrlDwV/TsjLPXmRuNJ19JxCJux7c2cDu6n4ORarhWYdWvXaPx5IGIEMz7vc4VjSeDyAS6psEOpwOHNi7KdSdFZei5ng3OrQ2VwXMbqwP3oMlKiyFkUu2QqX57vDVs3RUbCtDE7hakoOXbbQHUTzUi4j8KTfIOtr/VALNCJlVqvy/2Hfs3SrwK/McYsy1Q5DjOKGNMCFkTdrALfT8OFDiO02iMGYT68Sga7/ZeRrmN/FqYKWi+gzGmALmxbO84znRrtmu6X9UyyjbAkY7jjGtW3o78OmDJtTq0FNyym5ZrgAuaBjzYuvReRhnLa5emdc82+e6m0FpprDeKWCIWGZ6IRbokYpGvVmb/aDy5eTSeDDXb7KCB+atELHJzIhY5G6krxydikX2Q2e4nNKCWIBPXANRoE9GgX2uPeRZ1cuchs9l0vIYOo87yersthhSrCmDs4h8Lz1o4ujCGzFdZZLbbDM10Y6gT/Tciipci4nQMUttOsGXtj0jh5uhhCCPfo4m2/llEst5BhGF7ZIJ9HM0Uutn22BMNOOchBWt/RIR6ItL2LSIhx6HZyHGJWOQ1NEtwzSJuJOixSGbugEyjk+0nF5GjE9Bs5UCkGk5BHcR+9lznIjLcB/lYbYVMmO1RGpIb0QDViMjwLLxgBGOveRFyxN8EjwhPQKrAC3jZ8o9DL809iBBuZxeIf81+XCl+J1vOZ8CQRCyyJBGLuC/flmjG+Yktd0tE1r62dfgRFMGbiEV+svf6b8h5dll+Qr8XbkQD9CsAIZM6MmRST4dMqv3arEQiFnk7EYuckYhFhgIMHTG4RRSlkEmZkEkFQibVq2JC/vNOliej8eRvBotVxPvoPX8NL7HwO+idbNV228pAIC87yJqfWwQhk+qOiP009O7NR8pFEXom59rv1+MtseaiAs3ic1F/8BN6tx00wfs3mowl0eDrYyOD4ziVyFT3KJ4aVoqek8XW/+tAAGNMCdDacZy3kM/tVnb/D5DKjzEmaIxpjfr5jsaYdtZk5/pBNYX7vs23ZUdXstrvAhcYay80xmyzgv2/Qv5e7YwxuWhcdDEcTxE8HrkBgSbrrVayLufYcjHGbGp92JaFKWhyhiW/zTlHi2B9UsRWGlbtuAV1Yqe62+2s/O4m+wWRErUI+DQRi3wfjScPQCbC3qjTq0NSYjnqzNoidaYWqWC32f//i9SbMBqkt0cPwrnIxLkXUiR+7rrfkme67rekChgRjU9/Gpnz0kiW/RN6gdogcvIOIlYDkLlwD6SuvI5IywBkNq1CnWs9UoqKEalqxHtBNkOd8jfoxdsZkYWj0Uvzsf1/OjLpbWevaRHqxOcDF0XjyXa23SqRyfRsZDLsb889Hw34nyOytiUiYGfjpbkYaLf3te01GM3ul+DlU6tCnUiDLe8epETtbevp+nQtxhusAqiTMGimsyciP0tsmXPRy9KAyNILqGMqAPZNxCJHROPJZ5DJ9ji7z5nA8EQsUouHrZBq+mQiFqmJxpP/RYPnUOSUmVnaGpCJWOTV5tt+T9iM6wWIHD4GHBMyqc/RvT4QtduK4+l/B9zy5tl7VtbseuftC0+94h8HPPb6io/4LYaOGNwqce2p4eLe2w5xsmxfPS2/aO5nJZsHC7MvF3dvWKPIrLQTHguMDZnUSPQ8gd7vK8E0NiwJTjWG9LJLWC2UI7P9x4jc16N+5Bb07r6Elw8QRLocW78ypJpnEHncE71TFag/6YwmAOOQf6aPjRPPoDHsWADHcUYbY75FVozpqF8GEZNXrZJl0IQU1F8+aIw5HT1L5ziO84Ux5nrkijGTpQQZOY5Tbox5CFmIfkbP8crgn2j8/N4YE0Bj4dKInnue2VZt+wK9L981+fkC4DFjzMV4zvqgCdVDxpi/snyC+DAa+7+xxHAey7fCvYhMmWMRQRy/nH1XGxvkWpMA0Xhyb6AiEYssN8w0Gk/uAVQnYpGR9nsZusF90AM1GT148xCR6YtUklqkfoxGilMOekh3w1OpnkRk4yfUgb+MzIePok7xDKR+FSAmfiYybU1FKtT/ENnJR4TsCkTszkV28ceRX9tWdv/N0QuyPXqBgojE/df+/T+7fVdEZC5CM50YMv32QKbGc+0+7yPfvEHIRHmR3edERIaKUcdejIhOFA0QUVun/rYOPyEC+TSes+LOyOFyid3na7yUGfPQ4OOa+i5AA86ltuwwGky2RDOShVhfsIqJ+aULvy5u7Hpg+Zi81tldHAeTqTYlgXwnGMhhJiKhh9l67mP/PwO4xC45hE28SiIWedF+N0hBPButU/pxNJ5sAwSsX90vsPv2QHnBfkPE1jZCJnU36tTuR89PEWqvXPt/PSJo/0074ZbIk7XSOPeR+0+srmt9a+viOVfecfKFD8Mv7RewS2r9BiGTCqSd8C/tes+rf3ro8QsvOGXBnM7BrvuVZ2a+1u4nHFMF7LvdbdM7AcFELDJhTeoZMqkZ/Nqcm0Ed7ijghbQTfm1Nym92rksRwb8YvR+1qA+ai5TXnRDJehs9/1ugZ7kWBf2E7ffJtsg4UsJvRn3Ud4isnQQsSTvh/7VU3X2sGMYYZyXziOE4jlnhjj7+ENhgidjqwg4EF6NIvt6IJFSiju5DRM66I3KyOVJpJqKOrTUiBhegjq8DMtuNQIPhV6gjrUYD4EXIjyOGCElHpFAdbKszBQ3qBpHByUh5uhMtYv2vaDz5GAoXfgX5MnXHS7exqS33I0TCTkYEq4u9nm/tsZ8hU14JIlWFeKkycuz5rkYOnKcjU+EHiFQF0aDuqg819pwzkHLnRn6dhBS9WXjK1a5IDaxD6lc7RIp2s3U82R5/AyJM5Xa/gWiwCdpz1tr/n5r5dmmHynT+Xr2PXliQ3z6TWzMnZ+zsD0q7t+pXU9JhUM3tti0uRObKl9GM6SBETD9ECmd/4CSb4uTPSP3rgpS+e9yIyaXB5hl7HBHL0Shi7Ujg7UQsMmdZx7UUrH+ROzHYA923UtTGrm9CDh5RD6Dn0UEz0X3Q8/tN2gm//HvWNRpPFqFo1J+AYYlY5MdoPHk7Uo/3GXVRj0UmN9uu8x5LTivpU9t6woMdu4LpjUj4CGB+QWnFA7UVJZ0B2g2qamy3ffULjVXB/3zw+G4jo/HkUGzk8KpEaFoV8XCkOD+MJmBD8cwODjARnEywMDul426VB81Otj4MkaD4muTuCpnUNeidODfthDMhkzoeJRZ2/Vs/R6lPhqH7uCV6nwx6prfCU8jc6Oev0DMeQOrY5+DsD8wF0x0I+vnG1g78zPo+VgcbHRGzilcEeMUme3W39wdmNtYYx8H5PJhDUSCXZ5C8vyXq0N3Q8B9R57gtntx/KRr0tkEzzv3ttkWIgHyLBrgYUrw+QWTvQdSBzkV+HwapXXehwXxze84Gu8/+yLw6DylWmyATUy+7nzvYvogGtDG2ju8hf6t/oFn0JETcXJJTigicgxS7y5Gcuzsicfvi5ZY5z57nA0Qs29jjlyDC2A4NWp8hojMGkdlXbXn97b75iAy8hkxkx9k6DrDXnrLttg2KKq2y9yG3yS01tqxCYI6TZV6mxhTlFDutgdbZRl5d/GPhPkXd69vlt824svp2aCDbyl5jAyKbR6OB10GK31eIrB1g23QesJubYd1GzF2Bkr9+brdthgIX5thr/h4RudlAz99DJQuZVD66p8ehdu+PzOGtm+yWQYR4BN4alkF+jVpEcgYAw9NOeI+WrKed5OywOJV/eM2svC86773ks2wDYxprTZdMVXBJ7dzcTm0G1jwFDBr/UPtLqqbm3egEs11z8gm036EyuOC7QlM/Jw8INKB3xE0d0soUNDSWblb7UaddqzsVdG5onakxjxS0y34I5CZikY9XpZ4hk+qJ2qkUKdVPowlTa7yo2AUFXetqexxSHljwTcnVC78u7osmFn9KO+Hy1W0jd/Fu15E+ZFKDUV8BUtjb2WtvhyZ7o9D9cnMPdkX31VVTGsGpzm/fUFJfEax36oNBcHIAQ9CpIhO4G7XjAWknvMHkd/Ph44+E9cZZvwVxCzL5/aJq2AWtPwKGjr6qe1HdnNx+jgjHfihUdjRSQypRLrFPkBlxAFK1LkKmigFI1ToUqUeboc75RmTaOAUNHCXI1+wWZI+P2HPcY3/7ky3nXrylkBbhZejPIvPj1Sg3iYPuVS0iATPwzBNvoVnwX5FZdRO7/xf22o5EJA673zRbhxw0+FQC2UQscggKBkjYuvRDRPQRNGCVIkL3CN56ipva6y5G6uB29vyuD0u1ve5rEZlrwEu86g6E/ZACVoGI3DRb1ywiVY7dfxZQbAL0zyl2QojIpgI5bNlmYE1RfttMBSJZEVuXH235JwDjLCl3falOQyQM5KvzMCJ7s+FXPkG7I3J9sbshEYuMQylADsILrJiNiG+LmxpCJrUZ1k/BnnN31GYuCXODGAxeYIPbZuBNLjLong1Ez9K8kEm1mBM6wMLRBXdkGxle0qfu4mBR9opELLKockru2PkjC7PzRhZVTH6yfRapoDsuGVfYN1tvOpmsCTYsCgbnfNIqmJvvGHsdOehZaouUvjqnNsfULcjdfM4nJZsHc50ewcLshUB6VUmYxQxkzv8cTcROwAuAmW7/fy9bGyha9ENRu4XfFp4ObANOD3BiIZM6JmRSq+Vfm3bCTrNoxjRSm2tsnRYgv8wRaJJyOZoMvIqXJsXtI+YCjcHCbEG2IWCCBU4+3nJfDhkaUZ/VF/UnPnz4WA+xoTrrb4/k+ysTscjbzX5+AZm+mm7/GfkODQPmNFQHRufXmnAw17kUORIWINPftmgAOwWRlWqgRyIWeTMaT+bhmfQiyFzgEp7bkUoxFTlSppGfTh3qFBchxSqNHCwXJGKRqdF48gns8ky2jHORWlVhz98BqRxz0OBRhaIdHaQiDUQd7COIAO2ABrJpKHXDI4gA1aAZdgYN1gfa485Hitwe0XjyWUSsYsinqJfd/x+2HUqRKew8NHAsQgPBc4ggLrZ1mmd/G4ZUpwyKbCm15TyBBrsxiMD8A5l8XrTX46Z8qEPk8mlEbqci89Ed9vspeObhG+x5XCUzY89xAxq8XOfVR4GnErFIvY2E64gGuiW2jcOI4LlOHh+iCMhhNkLvXuDjRCzypG2DRmBsNJ7sAb9aq7IlUYVI6GLUtu5zGEDKYRANyhn7uRUFm7h5elwSVoGe80L0jBwOTA6ZVK+0E24apLD6FZ2eN60kVFvjZALfVU3N+3s0nrwym8l7uWpa/tXd9quc3vPQioZELFIPVIcuSt1KNvB6tibQA5wHsnWBbpnGwPcQmAzOQei5BEwbe43UL8jtkK0LZBaMzn+gpHvjd7lFmdUyBVsftJtDJnUfmox9hlwLrkKTuPnA0/ULc3Pnf5F7ANATnEKgLThXgKlGfconSz/DKtVlesiktgJq0k44jYgq0XhyamNV4ILJT7ebtGRCweHo/RmFJpCNeJOj4ZnaQJ+cVvVdMnWBOiAPzAnALmD6oIlHhj/QCg8+fGxo2CBNk9F48jkU0vpFIhbZdTWOPw6Z9S5CROU61LH+jOdzMx8N/P9MxCKL7JqEl9vtPZBP0VSklHXGyzE2CfkoVSMFog4RsHeRWelGpKa9aY+7FKl1d9syN0GkLI6XO2ghIlbfoIG2CyKORyJCWIVIyz9tmY/b+vRHpCIXDc7TkYLVHRGzM2050+w+SxBhDKMO/CQ0yL+JVLyHEHlrQEpXL1vOSGQ6K0H52wrt8X9Ds/rNEemvQ8Tyv8hX7F2kBv4JKZgH2/Ndibec0Z3IpJuH1MDjbPkgYvIKImWuEnAOGlT/hEzCxyPTcztEZv6H7vk4W5+4/T8Pkei3E7HIbxJjRuPJAUg9G5OIRfZq/ntLI2RSeej+HIzUr+3w/PECtu559uOgZ+BnvOs9Gj0Dve3+Vei+VSDzlsxXuj+npJXMgY0AAFofSURBVJ3w9y1Z/2g8WbQknftK+ul2exX1qpvf57hFZZkGM/zVq/b9TVqFkEkNRSbwfdNOeHKf4jFppybQC8eZCMG+/BIh6wzX/+aKtBP+tHk5a4KQSZWhiMXRaCLyETL7dbDuWIuANuA4EBiPJlAHAlu33b7ysdCxi+YDd6wJGbf3/Hxg9ra3TC8F/jvjzdJRcz9pXYTcFNwJ3yloQhdAfpVL0P1009KMRqrvUPRePpt2wuevbr18+PDx+2JDNU2eh3Jlnbw6BydikWeQYnMqUlV2Q4PepmjwXoAGtRcTscgie1gfFD5eh8hODlJjXBKWRcQrjBJavoNUuZuQifJjFE4cQ75LmyFycK79fgBSq76yx2fxTE75iBRNRipPHiKSeyIfJdck9S6a+Q5FJonOyJy1PVKDDCIhbyLfqdsQuSsE5mwZeu+Ubfq9vl9R/oJuU19q/YST5RWkAi2y+1+OF4jgmiC/Q8RqNzSABVEkpjtQtkdEKomUs9HItJtjv4dtve5GJOpypHbOR0TsBOTsnUW51ty8VA4iKNsitXCOvW9HoMjLgibH3IqI7C22zY099yLg3kQs8lYiFnnFXtMxLAWJWGSsLffEpf3eUgiZ1HYhk/oJqYV3IPV1B7ylqfLxIiLd1AZZpHo2ontwJ3q+xgfyM3XFveuyGCeDnt+eqO0r0LM8ABgaMqmKkEmdvqb1HzpicLuhIwbf0vXnTw+elmhb0/3wRdmcVhnjZMnNNpjuAFv1/zZ0xM3Jy6Px5E72sL8Ce6Sd8GSAYJAbc0qzb0DgRzxzfR0YA2Yyus+/YP/zPmm/ywFfrtBBenmwfl83o/Y4ECjIa99Q2m6nSlPYvc6AyQczAwIGTYSuQ4EPnesXBi5Ak4fuq3v+kEl1RqTpOuCJ9HNluy0YXZiHQx80WbgbqEo74Q8REdsDKbZliFh/ht6TUvTed0PvdRtgt5BJ5eLDh4/1EhukIramiMaTHRDhcZBp7WI0OKfQAN3afsagfFwOMsNtj1SZAjSI1yGfnXyk8PwVDRJJW15XRCbmoY7zIqQUvWW3/wcRsCtQPq6u9th65I9VaevhRkMdjDrWO5D6NAqRrqNQZOcmyBxYgTpoN6lokS0raOti0KC9KVJJPgWGHLH7PzsvWNz9/dET9y2b8nWfxaWbNOQGcjH2+DQikXfZ622NFMFLEGm4wl5XT9tubyMVZyu8nGh/Q6TtYqTCLUKkrQwvO3gtHsH4HJHc+UgJcNXIXLy1PUfZ41K2ft0R6eyHBse30OB2CCIotyViEcfmomtcl+shWsftzRD5z0GD7YFooHf9pUCE1zUf5qB2dxXAfkiRLEMEvS+6P7UABZ3rCzruvqS+bl7uiXM+Lo2h+5aLzHABYDtwjiroVtetyz4VdQZzVpuBtUObBrqsCoaOGNwHuOv5q0+dPvrdnU4r2aQmJ1iQzS6ZUDA2Wx/4kmzgC5OTPbvrfouLOu9d+eARu/9zBHruXx0yaNiv7oWNED0fmQ8fRSrfZWkn/K27TzSezEkPbTu1dm5OafWM/P5pJzx9deptz9cdTVJ6AbkFHRu+6rx3xa7zviyurppSsAg920E0IXocqcyFmGxd/4vm/LWwU+PDq/M82edgBCJOrom/DpwSYCyYp9F7PTbthC9uctzf0ORlJnqOOiGFrBxNJLdE93gheh8vRSkt/nidvg8f6zE2SB+xFsB81IkuQoP9VoiYvIHUtvbIlPM+iqrLs9+DqKNsRAP/X5Epcy7qnDOIEOUigtGI1mt8PRGLVEXjyQcQcdsOKWGjkKo2Gy/Tv5v40iBTyb1o8PwO+aO9gQaKIBqg7rbf97fH5CGFrA6RzV1Rmox30EwaPEVhDHKqnw2c+9KnV70J2YscJ/B4q00ayhzPcbkM+Wrt0aRtvkUd/b/wchiNtO0TQ2aSOtsOpyOn98ORX1YKKT3Y9t0CmdAqEDHeAZHKfvbaXDPaYbaMAYhEBvEWEB9nfb92QX5imwBfJ2KRudF48nzg+kQs8kuSy9UlGi2MI5FJ9j400O6CF0EbxMsT14gX1fs+aou3EDFvQM/I/6E2Cdj9vgby6+bnbLfg66IZHXasfhX5T56Inouj7fnrAwXZf5duVnNbTpGTv2hM3sNF3Ru6RuPJuPXnWiUMGTRs8tARg4eM+WjbrsCB1bNzu1MfMNn6QBGYU4BTnMbA3IqJhad23rvyU6TK9kETkKqmZaWd8IKQSV2PVOUG5LzfB28BYIBMtpGfHClHq7yagSVB5yPi8q49RwlQVTs3t+OUZ9u5vnXt8CwIve33GiCIE3j/x1u7PLwGBGdn1CeA7nUQqAXjKly3oH7l8ZBJxYDX0054PDKlH4aeGzep8wLUD+2A+oIa1H+cjN7FV/h1pnIfPnysY2yopsk1QiIWcRKxyPNoBhpFA8CraNb9IppBtrWfqYjIBFAneQRSZ45FZr1Jdp9qNFiMRUvlVCDT4WnY5SSQanYvIi8HIxJXjchJBpnYzkOmiK2Q6fQmpJg8YmfbF9u6TsKLbrwDkSDXaRtEiPojNQs0CGcR8RuPBvYKZOKMI9VoGASON4Z0MJfGYC59kFpRaa93W1vWSEQk3XQXdyCn+xPRbP5SNIB0QT5xIxAx+gz5sQ1EkYqFtg57JmKRzshkuRgRrzeQGdZNkbEHUt+OR4NSe0QQQ/ZaHrQO9f9GUZpXJmKRMQCJWCTTlIStRxhnPyOR0umao/PQs7YYRdC55thK1B45aL3QzdEE4FbUvgFE5GqAr9NOeJDTGLirKl04fcqz7dog/7pHEaF3M/Ffnq0NbjF3eHF26ktlTqYmEAjkOuehe/ELQia1ecikzgqZVBErwBU7Prhppj5/FzB9s5U5j2frA9+CeRkvqOOl78dt/b5dK/IG4MIhg4ZVNS8nZFLXIkLvkoqd8VJzAHqXvx293b4/ztiqT9oJz19R3ZaCXPSe7pJ2wi7pCqJ3uRi5FOTw6zXmDJog7IGexyFrqDJl0f2uwMv91gq11/t4WfbHoX5jG/t9M/Q+u2ZrkFlyKpoEOegdy7X1z6HZffXhw8e6x0ZvmrR5nxoSscjkpfz2NOrUpiCfs/5I5p+FZur/RWSpLSIvp6NOchPg6aZmCBtVeQJSngLIL+pBpN640VXbItPRx8in6ibUqVciU8eZeOrbR/b8hcjB/O1ELDLEJsQ8Cw0UjfbvPkhpuwwN6C8ggtkKqV2zUOdcYvd1VZdcRBwnoVl1pa3r/Ujl2gYNAm2RuWMiUsEeRIP5DYgM5aAB8m27f39bbj7Q1y4R9ARKxfGs/QxHpHRnpFDuZtvvHtt+1yVikX81ad9cZM4sQINgF7yowQGIQDtoWapcRFDfdFdUWBFsDqx9gAmJWGTqyhzTUrALNbv5nto2+akeKX5d8Aiau8TSbej+OPYzCZmm2thj61AbX4fI8FCkOn2Inoe/oefRAKUmJ/t3J0NZfscGp/NelfPab199KyJAVyZikSkhkzoXTULOtWrM8q7nRmQKLsBb/+00pMDOaJJDqwwoTDvhpZLkkEm9hpTec9NO+JGQSbUBGtJOuHJ5519V2Ho0pJ1wVcikvkAuCG6urix639zEx43onaxHZPgvwEtpJ3zJGpy/AJmkt0QqZVdkdn4GmdcPQJPDEWjiMT3thBtCJhVAz/75SFEN2frNtXWvQf2Nm8w1B3g67YRXy7fWhw8fvw82atNkNJ4MIFm/Ejg+Gk8ehEjUPXZh58eQM/scNJAfgjpgV22agtSV/+KZym5FZonv0BqVbuLPw4APE7HILBtheQRQlYhFLojGkzsikuIAByRikZHRePJLRLguRjPhk5AfVg4iPQ+hwetr5Jf2oSV7buThEtTZdkbRVDuhzroEdeZl9nydUMe+qT1XAzJXXo/UsBDKi1Vty9obKU9P2P8DyNzRiGbgFWgAOhsRngttO9QjQvUtGgD+hZafqYnGk30RmRxj/9bZtjzEHvcTUgu/sGW0AqZF48mDgR8Sscg0e353hr9VIhb51LZ9DM3yd0UmmFORH9nxiLitFBFD5tFnbB1/96jIpaAHHomqxVuIfhq6rrboOT4atZubj80gv78Uum8vonvWgPzlZqK0Hucg5dN9hvYAzi7uV929tG99fcWE/KHg/ClTFWxVNy9nInpW3ISnU9Dz8AFSZ1eEUl2P04qcbBaHNJlgf2BKM+XoemCTkEn9G5HCicjkeoK95jOQOf1fIZNalHbCL61MQ64qmiVoHYKI61F46pRLcrLo3riq2RHIb6zrGp6/FnjZLrVUiSZUvREBTKSd8C+peEImlQa6hUxqZtoJZ0MmdR2axKSRg34OUtjrUT8Fns9lHfJL9eHDx3qEjZKIRePJwcgn4q9InSmOxpN7ogGsGzLPLEHqzxXAyEQs0hCNJ09DnW0hIgf7Igf7HOSDE0a+JI38ekDqg2alL0bjyXFo8PoLUrVARO8npERsHY0nH0KEph0iJgHkQ5VGA+cxiBQ12no+hExS19s6XI8GgrZI2TgWDVx19hzt8SIuQeTmQ6SabYqI3qGI8LRF6lUvNMj0Qg7Ld+AtKO5GGr5hy77X1necPW9HFIV6pS2rjW2vwmg86YbZ97fnPw+RnsvxFjO/H5k2R9r9AsiEeRgiD3fYYzvY69nCEtlGpPqMRMpAF7QY9+RoPHkyIqbALwvAv26vd+elOFVPQCTm8ybHnIMG4GuRWuGqUsNb2Mm/GplUd0DPnoPatg1SNN5BimW5/e6m78iiNsygZ7kX3nP1ECLMRyOS75KKANA7p6Tx7wSdtmUDarKlfRpy88saZ84ZVrqosHNDpuv+FXfb832DfPZIO+GqwUcM/3vNnNz2IZMaknbCy/MfewOYQzB7Co0mBGZTW5erQiZ1v633tSjidzDyPyxCz+keeAEyx6F3qz16bn4XItYUaSecDpnU7SgZsqtEGmQGbkB9gatCuglg24dMahRwRtoJf2OTvXYGZq6KyTLthEeGTOpbNHk06Fl96IDdntvDcQJHTh8TehdKbkQq8tkhk/oUTY7yUV9TjEfaS/h1gmEHkbPu/HoRZR8+fKxjbJREDCldIeQ/40bZ/Q916FclYpElAFYVu889yHVOjsaT9fY4l4Dch9IujMMb0OqanG8cImzFaEB1kAL2kS13SjSefBsNrPsj0pCx+x1vz1Nkt/8XdaQ/YP3CovHkfuhelSAi0NvW6xg8E+AUNFhdYstySc6DyHn+z2jQ6ImI1NF4M+QGW68e9jg3vUYVnr9SxrZjR9SR74jMuYWIxOxs/z6OiFWlvY5uyIy2NzKZDEcK2zhEluch8jPebnPQOp8ZpAZFo/HkO0jVmW6v/V9IuapF5t07E7HIL/fRtvlcfg2DTDzG1vHkZvvXIpWvKf6MlLa9kRmwHhHiY2mWQmENcQveWpuuT8836JovtuduZz9VeElZa1E7V9gyXKIFIjXVyB9vkS3TDeRozDaY9sFcJxAIOp83VgUunfJcu0vAPJ3fofHhFy+OzEYrLAAQjSdbA8e235EzGioC1fOHtxq664FfTmq/Y9Xnr167z2vNLybthN8B3gmZ1P8CBY13Z2uD29j6FiGVqy16Vm9Az14XW++6jrtXhAu7NDgz3ihryFQH+9o6L7TXsLYw1dYx19ZrP/Q+b4EmQhlk8m+DFOc+9rj70HsRRW4Mf0fP6aqgpNn3GW26zT1/8tf9L++62bT7Jo3svzdSu3dBavlCNLk6AQVhHIjnepDXpJzFSClfWYXYhw8fawkbKxG7A/lbPYUGNDf67lREzlaEMuyg22TtwM/s3yvcnaLxZCnqBL+x5sZcRBaORFFQabR+HKhTz0fKTxINQrVoQO+JOvzuwK3gbGnI/NkhcD8asLZCnf+7yMR0XZMy5yA1pC8a5HZCpsEa1PkejAbkmWiWvhiZsSYiM2IIEZSv7DVPQ9Gcf0cdeb39uE7NL6J0F98g4lCHyMDViFANBHZKxCJb20WfHWue/MbW7S00SHROxCIvNGlLJ9tgng/kOs/Za37dnm8L4LhELHJtNJ68FSllTyFinINUkm+i8eRuSKW7ZGk+XolYpDEaT5ajwfPQaDxZlohFypvv1ww3IjXK9aXKRc/PwuUdtCoImVRHRKgb8SLzHPQMlqNn9jJEaLNIRRqInqUx9hh3cpBFhGWoLf4J1CbXoWfockSY785mGR8+c+7cwg7ZSaMu6jENEeHR347e9lf+WtF4sqx+sflwwaji3m22qsFpdEYDPYt71+9cMyd3SMik3k074aaTkl9g84IdFDKp8xEZz+L1OaVogjAcEZkcYHggl3bBwqwxwV9WRBiEnq9PQyYVTDvhTPPz/A5wzZAGL1/dwehdnYlU8TmIDLmTlCyQCJnU9ui+fILI2sqfVEpaF/R8dUDvXa8xH+wwv133OamG+pxhSG38M1L330fPQQY9BwfYc7ZGhM5N/puDnvveaSf8ET58+FivsFESsUQscidyrAVv7UKQarUyx8+JxpOnY2fh0XhyILAoEYs0z1F0JBooLwBGW/Pm3ci8UgacH40nn7JmrGtt2U40nnwPDY4GkYocRBaXAD8EaOhXWjy3MDe3ttBmdD8fkan38ZQ311G/M/LxKsEzWdUiIjYXDXJzEGHKRwTmBqScjUXkrsD+/iAiYZehgcU1m26HZv4dkEI0CKlEB6DO/n1kxr0KkYpZTdro8Gg82WCvtz2auT8DfBmNJw9HjtE/Vk7Ju232+6UHtdm6ql377WtuR4Qji8jlUNt290XjyfubmQXvtPfoAqTqvWHbdGnoZ+9Vhf2sCNvjZa0vQISgqoXNkicglbECkfZT0HO3K1LCtkS+cwei9j8Wm2wYKTANSCU8FgWBbI8CHtwI1BpLlD4OmdQiZKa8PV0/YJ4EWESH9DwsDZlso+lW3LOubGqidVXlhMLOQIcZr5c9Ygz19vwrwgtIsXOfTwc9v+0Roaiw17flzx+22gfTqgrHfIdM8A/b9jkG+No61u+PHOQ/Xolzrw62RIr07ojkBND7FUQTlC5oYtaBYLZ3Se96Kifn5+KYyxBJOj/thP+19KKXi72ReT9ovztAv8oFZW0rF5S1As5MO+HDQyY1GhjQKlwzvnGJGVg7NzfHaQhWo4mCGy1Zjcj196iPygEeCZnUpWknHF6Nuvnw4eN3wkZJxFoCbrqDaDzZCpkbxyN/LADuSh6706E7z314cVX7RcO+P2N8k+M+ts76byHlohcyG54K9I7Gk/9EzvetkSq1EwoEqEfE6KT9driv56LKLmeNm77bx8iM2A0pUAtRIEFnZGJYiPxoKpGvze4oK30d8o/bBClI36PUGEtQQtZL8NawHIGUuAxSn/ZBStm7iABORgPofOTLk4vITG+gIhGLxKLx5K722muj8eRVwKbReHJbpL7cgojZ/WhWPhzlLnsDOUTfCbxdNS3vP8Bm+W0yve1xbyEz7SM2FYjbvk0jVbsBbWyaimuQ0vjeUm6ne+xCPDVxubDq5i72+vvbzTPQs9CSyEOE6Rrs/UfEw42EXGz3ew09N5sD76ed8P81KWM2ImugvGyg5+BX2O626YMQoSiXhU2wQS3/h8jm1U3bOBGLLNn1oC9vadWv9pZ2O1QX1c7N7dS4OG9Gzcy8y1d2jcq0E54TMqk9kFK9BR6pCaDJSGv0bM0F0x+HIrstZvf7GBHTu/F8ovrb7b8HBqE2TaI22RVNbAJIGeuJyOPmwQKndae9KkymtnVjzcz8hYgEj1vN845B73QB3ioKBfa8XweLM9VH3pY8b7vbeCcRi3y53zmfnG+C5M//sthZOKrkRETin0Lvfic06boHmVa7oGcttJp18+HDx+8En4itGJXIj+rnphtzc2o3CQYaAyUF5UWJWORXiSQTscg71km9FA3eoA5wEzSwzEJE5jrUOXZFhK1GihkdEME6GA1e85B68JStTxvUyV6C11nPQgEBtWig2wwN6HNRLqoh9vgLbD1iKALUzZdUiRSWf6FOe5Itez4ahFqh52WMPWY+GhhBCsI+0XjycUSEqlA06rUo59lTiVjkqyZNdCpANJ7shyLxXvr01Z0/iMaTObZdzgDutybGCrtvd+TD9UQiFnEDJV4FukXjyS0SscgCZEZsKWSQOjgCmSgB9lmK79ma4nDkj+QGL+ThreQwGz0/XZDCMQcpRNeu5rkOQqTiYX7tK1RSOS3vogVfFbcq7lX/JQrWIGRSF5nc7JCeR9W/kdsq8/zsj0r+1Lg4t4RgptN2/55V35TMrQhpJzwS2CVkUrva8lvh+TK5kX7z0WShFZpY1CACeiResISb4+uvbtkhkypE6SfcNA1rir/jrc/5EJoY5KD3YXf728VAq0wdZv6XJdTNz11k6x9mNRLLWsxGz0Kj/b+L3V4FHNn/H3NCxnALUkwnzX639bic0kwqv339f9JO+FWb7gNEBNvbMiajnH9TkKr47mrWzYcPH78TfCK2Alh14Dcqy9l7vfLUo58eMC4YbFiqM65NGNsU1yE/joOQo3gJGnzvQya+T4GCaDzZBXX+XZFacDbqeJ9DM94wXtqIPDQoPY6UtUPQYJGHojZfsOfbEc2QT7XlBhBJdBOI5uCF6ZciknchIjq72XMsQOTu/9BAfgBwSDSefBWZGoMo1cQN0XiyDA0ArYGJTUlYNJ7cAWiViEU+TMQiE/n12o6fI7XvBn5tUgapgjuh6EyXiL2GfPRa3JHb+gbeYOs8BZjzO5AwkPnRYCM+8RZ6H4KiKA+1vxciNfPOtBPOLr2oFeIidI9/bLoxEYtU7LTPiPsrp+UdXT62cDpAyKQGBIsbzsrUBPtWTc3btN02dd903LmqvmpKfrDtdpUVSDX6clUrkHbCn4dMai/gPXDag5NHgCzZAIh03o9UnHxkguyMzOtu3rssIucTbD2LUbb4mpBJHZN2wqtLgprWscqWPRDP+d1NCQK6F9VAlsZgYPGYItB709bW71/8OphnZc/rhExqBAqamYMIaSFwVdoJz4/Gpy9APqJF0XjyzJo5XQsy6YKpUPyue7wtamyzot+yf69Z1Tr58OHj98dGn9B1VWGdvkfarN8tXfb+SF37HpGjnsCTiVjkVBuZ1gYRrq5IITBosJuEstU/hghQHTJrboYGrzMR6SpGvi2TkZqWRgPJX2153ZHi1B3PNDTVHldmv09EA35nRALb2u2z0cx8O3veZ2zdzrD7TwBut35yfZDZaCGwg91WgAIVLkSq3QCgkyVjbvsYIJCIRX7jkG1/6wjMXZGPljUr7ge8/3vcx5ZCyKTOw1MVwSNi05E/m0FBFAOBZ9JO+ITfsS4GKEg74ZqQSXUFRhHMdMzv2BjoPHiJUz0n+EWPgyv7G8N7iDD/z6qQq3OuocCxkIVcx9BowAlkkZIzF3gEpS1ph56rQjylcDZ6fg9LO+GvQiaVhwj5zuh52zHthFuEMIdMqg8yB3fHc57Pt+f5G/Jhc019C9H9Kwf+knbCn67mOTdBk58B9uMAhzYNUojGkxcCB9fMyTnvx1u7VKWd8MzVOZcPHz7WD/iKWBNE48mzEKl4D6lLLY0yRHDa4y3a/DRAIhZZbMmKO/hcj823lYhFqmz93kAErhCRsZmIWD2JUgP8gIjZx2jA+gypaGfb8k5HStkxSF3YApE/N/v5YkTiipB/WBFSwortucpsGXch37Op1iz7l6YXafN4vY7UnK2RGawtIoclaLZ/E3BMNJ48NRGLvGGPc/CWaKJZmY497hdYwnUY8J6bksTiXKRA3mw/NDuuAOi6tNUW1jJcn8OM/TyIlKYxQMYm7IwgJfPFNT3ZUbe/s3XAZDo89/eDk81/s2pKjVWY/gsUGcPi0n41JfkdGnJr5uZu8+N/Ok5uXJyzsLEq+FzaCa9J+o4fgKPBfE0GgxPYAZnjRqNAl8eRIlqETPb3oudvG5TuxaB7/FXaCdeHTOoI5MPZET2rLYK0E54cMqmTbX1a4eVsK0fvTVtElBYgJcwNaGm9BuecAEywxPha9M41V0AfBt5885a9JnDL6p7Jhw8f6wt8IvZrfIsIzIercpD1bSq1zuBNt5+FiNLVqMM+Gs2cr0CD0U82inIT1IkPRybKeYlY5KGlnGpHREbcLOxlttw5tu4nIRL2d6SiTUZO29UozcPDSGFxc0q9iUjn7nbbP4AQZLft0eGHWxdXdTIV1Z0HIxXsBjRAX4ryF10H5EbjycsTscgTS6lrCg2q9QB2xQE3IWoCqR/b2Dq6CVcDq7gY9+nIef4uFG3mIol8oZblMzYbaB2NJw9zSeA6wjCUduS5tBM+fmk72PUTb22Jk7VrNf2hxmxe10ufuaH/v4+7YnHz30MmlYsUukOBMYVdGs/qduCShxeOLgjP/7rICeaQk6kNbIYmEnOaH78KeA74G5iOZI0b6ZeHFoJ3AwC64/VPf8XLaJ9F929uyKSiwJy0E/40ZFL7IRI0ZQ3qtTTsixTJjK1jBpG93ZEvWCF6ng+z+xvgxJBJjUk74TWpy2ao3wD4X8ikRtrz1KedyHF4ptnW6J7dn3bCny+1JB8+fKzX8IlYEyRikRFoBr5MWBPZI8C0RCxyrd18BvKXOjMRi8y0UWg9EEkoQANXLlLDnk7EIs81K/YulKtqf1uWY8/VAfmRvY4G7YttebshAnMT8i36D/LnqkRkbjEiTeejWfXfkG9QFEWbOUB5IhZxB/8n7PlKgIcDJlO2db93ZuTm1I986dOrbkQE0s3sH7NtFLd13c09fvARX3TouGvlfKte3Q086qp5FjeiYIFHbSqQZ5v8dj3QMxpPnrYKZOw9FNn4q4zriVjkR1vnZWEeGkxnLWef3xXWpPYqUngGrY1zhnt++lLWCfbr3HZSlZsOzyovuyBy46aTmA+cuPnf5qYXflNUPuO1sgZgQf9LZs+tnp5383sPDG7ug7SqSKOJws6IWH2I0m78D5kmj0YE1c1iH0DPfQN6ZiaiHHMnAotDJjUg7YR/5PfBZ4h0dkEkK4CUtyjesl7D7G9n2GN2Ap4JmdSwfjuOffTE+N0NJ+360aqqr/PQe1yPXBkMClhoDJmUSTthZ4teowM5pYH3G5fkbIdjdkT+kj58+NjA4BOxVcd2yNm+xhKXJ5FzbGe83FRfoU4xgXx9BqIZ/kSWYipDStUQZDLMT8QirhP0oci0WIY6fpOIRc5B/lnYtRgb0VqTh6L8X1cnYpG51un/bOTXdaEt40dEeOYBmWg82RU5zrvh9nXAq1knZ1Ew2DCqpq5kPnI8npmIReZH48mh9tiv7Dn+Z8/P9jt+Ha39uejexqrArcS41ZKxpiSMRCzyNspQvjTMRINyxq5NeTtwRyIWWaY6aU2LJy3r9+Uct04HLLtYczkiFwuB/JBJtU474d+oVC2JC/d/8qalbB6IUokY4G5wbsrv2DC+/fbV/1gyMW9yIC87wQSzm2Yqc8qmPNv2mn6nLnh/TethndL/jtTfBjQ5KEPPq7s6wDfoXatFRGRzlKLjG+SbOAuZBHsAx4dM6oO0E55BCyPthEeFTGoQUo+3xku4m0H9ZzuTmz06pzB7f0NFznFIIWtrr+vP3fpPOa1mcfG0oSMGHzFk0LDfJBpeDg5CK1hMR5OrCCLsjuuUn23gsWxtYPvc1o2ZhvLcG5dZkg8fPtZr+ERs1TERpTTojEx5hyZikc3QrNjNydQPdci3I9+VYjRglNuldH6FRCySsP5OcTQLdonYy2ggeg+Z4X5ZO86qZXsgtetDpDD8FxGac5DCFgDGJmKR+mg8+SJaKWBmkzLuBkLReNJdSLofcHsitt9i2I9oPFmIlIpNbD1rkTrn1tszxWbN7EB+dg7Or1cusApi0C4n1XR7Hsq2/kkiFnkxEYvc2+S3nVD6ggmsopl4A0EXRMIMyqM2gpVLMPsLQiZ1ui3nxtWNogyZVCmKqHN9mi4v7F5XETp2UfmUZ9t0mfVRq3qnJphr6zZl8diitxKxbVc3YvNXSDvhETYq0VXEQKqx+4yHkQ9lMXq37kTv0954EbXTkXnwbPS+3d8SdVtKXX8OmdSxiAQ2XcPxPXB2zmmVOTyvLLNPQ0XOAuSj+b6t+7kTv+hPj/7przcf/P2qmnI/R9d0MPIbLWxONB2HobmlmSMJOG+mnfDjq3+FPnz4WJfwidgqwi6Ls3M0nvwY+X91isaTETyCcjmayRcnYhHXhFNuP8tEpzYTWuFkfi6v7vbLGn+JWKTpcjW/JBKNxpNt0KBQgAbRaShD+wxkKgGRmAewa2naJX76ROPJfYAXrJP9k8g3rRqRym2Bs6Px5GaJWKTaLk20C9aB3p63GyJ3rvnUAEVfj4x8jkwnzfE10N3m+prXZHsYqYBb8ltH9KFI8RgVjSdHIWVt7+ZkbkNF2gnPtP5N9WknvLo+apuiqNsgv3Xm/hWs+dHYfdsgktAFJe9thVTNHICGymDejDdblzpBp9KpMUXIL+oH4IRVcdC3ptetga+XRRTTTnic3fcoW5cL8BZ2L0bKk0EmzD1t3bNIKcois/g3aEKyVcikfkbv3sdpJ/zBytZ1JZEGHkWqdTu77Xng64YlQTcbfkf0Tk5DKveDM1Oht56++PyfVoMsG1vWBUBd2gn/hsj9NHurd/nt2pQ+fPjYwOATsdXHYchU0hn5YeXb7RcCD69qRJ4xTrQhU9hz235vFsERK9q9BjnDT0FqykuWGDUlceOBy6LxZLtoPBlDZOYcW98pwDDrEwdANJ48G5G2KqyDvS2naWj8OUiROBWpEQB7ARdH48nLErHI6KaVjMaT+Xh5svL5NX5AZtel+fYYNOA9jshGFiiLxpO9UaqOa9yVDzZUpJ3wSyvea7m4EgimnfBS/elsktMjUESruxRRN/s3hfwRyxDZWYhUr7mN5bnTK8pzD8dkq8F8ipTW69JO+OffnmW5+Kc993n82hfwN0g74S+BL0MmdSNSfo9E/mp9EfnaxdZ7FnJgfwctp9UWpWdxSeY9WPM2ShTcYkg74caQSV2FiOnhaALzGJhZNJgZDQsDdch3sgG5CRyBCO7nSyNhNjVGA/JvHJZ2wrGQSQ0GAnbppn/acqqBBrsO5aNNcoX58OFjI4FPxFYTiVikIhpPnoTIyVzkw7IY5fN6JhpPnpeIRaYsrwxr+qtPxCKZmrrSR4OBhp+mzR34G2ISjSe3B2YlYpFZ9ty1yGdkZbArcurPQaTnaqRSYX2xIign1LfIyXh5eAUFCTQlQfPRYF2+lDo/gsyqExKxyK/MKpY4LksNyrX17mTPl7A+alcigjYckbQ/LCwB+w0Js+pXN2Ry7IkUUzc9xix0vyLI7BVApL4BkZoeyE/wCZzAcUghLQEO6hP8Kc9x+Dyd3fyHlaziJ/b4b1bhmhzg4ZBJjUJLY92KkpAGENEab8t1E+AuRMSrLZoYfIxUpOkhkzox7YSfctXANUiC27R+FcA5IZNKoPe8DXpG7wVOQyStk62rq1T+CT2vwC/35woU2fyW3d9douA8oCBkUo8hUucg14DT7f8fAas0wfPhw8f6D5+IrQESscgo4C82fcW/bS6wXdHAsWR5x0bjybYo5cRPwAGPnH3isyxFOYjGk3sgBSCF1KWVhk2LcRbyawuhpYaarkG4CyI2X6AcTk2PPRT53NyUiEXuttf7I00ULHvdZwFT7HJETdEVDZaJRCzyz1WpdyIWqYvGk7sjJ+4RTUyS1yP/ucQyD/4Dw/p8fY4G9gCaGLjLAgURkW5tfy9GQSU/I/PwQrt9Z2R6K0B5vD7JKW1sYwxXF3arfwNFea4QaSf8Fl5G91XFdygissrW6U9IXapFOelKEanshJS8GrR8V1t7Le2B/iGT2hf5PeaHTGrnZamHK0LIpJ5H78+pwE9pJ/xByKQ6o6jXCIpODtjd82z9e6P269eknC7oHuyAVMr3UGoOV4H+P6Qcj8TzQxuMJk6V/Ha1CR8+fGwE8IlYC8AShcX2/8/RYLgi1KGw+BVlxa5Bg83oaDzZHliwoszyTbA1Mh1mkYmj+TpzL6BOPrWUYzdHA9ru/Dr7e1P0RgPzSJrlukrEIq9F48mtaLZGJ4CN1jwepfJYqonR+uINb7ZtISswc/0RETKpTsgs9x4iWm7ahyI8gpBF9/s79OydCnTOa9vwav2inL44phsiO3MQgapDROf+bF3g73mtG6s67bpkjSMml4VNWo0tCuQ6mXELt6izytjPIZM6DJHxPOTLtgNSoXLRs9eISBlIudsJ2ApNcBz07He3vx+N0mOsDnZFE4uPUfTyxzaR7MnIT2xws/23RESqnl8vN1SE5+f2YdoJP9X0oLQTngwQMqntkM9nf+CdtBNeWk5BHz58bCTwlzhaDxGNJ49HZqU4UiqK8MxLf0nEIk832bcYRZQ9l4hF3mtWzl8QQRqL8iFdnYhF6pvtk4v8aSYlYpFTm/22LXLMX+oyQdF48ik0YADsmYhFPlnJ65uGBrYTErGIT6zWACGTCiNl805EWO5DpizX9JhFpGAxUpH2QoTmHpObzea2buhR1LUhUzGu6KdsXaAnUnn62+PeRKlSFgGlaSe8KukXVuUaAkU9634K5GZbV00p2Gty4+Y/2e3tEMmJI+LlqkSNSOGjyTbHfiZhnejtNbzS5Pp3sJnrV7V+MZQD7zu03NDcJr9tgRIIz0bRxa7zfKWtwwVpJzymyf4FQFHaCf8q+bMPHz7+uPAVsfUM0XiyHfKtysFm2UcmvlpExNLNDjnJfrbmt4uTP45I1pTlqGhd0UA+KBpPntWUqCVikWX690TjyU2RGctBPkarsvB2iT1utdbj+yMjZFJFyATXHaUr6YX8o+rBKQ6WNp6eqciZAmYTpBzNQM/O18jcWA+cVNyrtmdDZYBsXdBkajOBLvsufmfmm21q0NJBZei5ux75aHX8vUiYhZPfrrGcrNPOydID+ClkUvlA27QTfjlkUpMRoept9w+iZ24hIpyliGwZRDa3Q200GS/fVykyI/6KiFmfrf6IOG2FgkimNHWKTzvheMikbrf//+o9SjvhMZYMZ5CCuyUigHsDo5r7pqWdcC3e6gE+fPjw4ROxtYloPHkFGuiOSMQiXy1jt0XI/NYN+UeF7LEGfnFyb4on0UDyG2XJmkybE7fm+0yNxpP/QgNbQ5Nz7YpWD1iWX8pRSLV7MxGLHLq8czRFNJ78DA1EezWLyPSxcngJpXKowyO07QCT37E+22mfivxpz7XrQtaMR+bo/igdyB1238XA2a361W1dPrawX30lC2pm5meq0gVnoTQidchPqRiP3HRgGelXQiZVhp7VH1c3os8et6NVwFyl6FEgYs2T3yOi5KazcNEBKVEL8FJ59ED+ZduhyNJ3EAELIlLaHJuglS0moUjHAmBSyKT2STvhX9KtLO/a3ES8IZM6DuU6ey/thEeuQhP48OHjDwyfiK1dHIvUrSORo/RvkIhFsiitQ/PtSx0I7BJCF6xKJaLx5GYoS/fziVikrslSTS46o7Ukv4vGk/+1yxE1x71INXl+Fc5biFQ0w5qtVfhHxmykdOUjYtKIAkOq6xbmNE5/uW1PsqYMKTR1wGJwKjHOSJNLpVNvvgez/c8ftRphcpzJ1Ac7NNbRxe6/APks9kQ+WVkU6DFpaRWxC4TfhMje/9HMp29V0SxP2TBE8KYh4v4uSmexCC9/XsDWs9DuU4j6tGL0jlUjtddNndI/ZFJvIfKVsuRqGvA0Mjv2RKRtS2B8yKSeAy5OO+HlBt40qf9YlBbEhw8fPlYagRXv4qMFsQ9aq/GydVyPAxHZ676M339GeYxOASZH48mtm++QiEUWJWKRB61T/coigHKYfZGIRVY1L5UP4TN+/d7+hJzUX6Ax2M2pDVaBWYICMDoDXcH5O3mZwkBhpn2wdcN2QB7ZwACnPtgJkawf8Ba7n4aU0QxSwc5dTuqHQ5H6tA3wXMik9mypi0w74QfSTnjPtBOelXbC2bQTvgglcD0QLwoURMQCyI8SpBI+gIJM2uJFL1ehycOVyCR+lD1PbdoJP5p2wt8gHzsXZSglxQqT+vnw4cPHmsBXxNYiErHIXLRA97rGo8h3bKk5iaz69nE0npyMoidbBIlYpCoaT27BUvJfNUXIpPYH5tnB0cevMQcpVfVIDWuLCEpHRE4K0HsdRKRtDzCGhgDZjDGB/GwxcBxKVxJGqUAaUFDHDoiA1NlyKlm6Oc9FBm9ZolygY8ikgmknnGnJC3aRdsLfhEzqUkS+MsBUlFYiiNRBkBpWZr/XIoWvk/3ta5SLbDwwjiawyy2V2HKD9u+nyLTpw4cPH78b/KjJjQg22rI/cF3z6Mg1KDNnbS4tZP2EfgTmpp3w0pZM+sPDZlkfjIIzGtF6hCej1Aq5eP5QXyMz3ChwDslplWndWB14g0zghLQTrgqZ1O7Aa3irJGyGSFwAkbOT7LYnaebAHjKpXGAMChbIIOI22Z7zNKC22f6b2no+vLKmvmVc+0HAYygx7Xv2utsg4uVGJ3ZDpKrWtkUuIq5FdtsmaSc8y5ZnEHHbGrgYqYtlyDR/c9oJLzVi2IcPHz5aCr5pcuNCCK1BmI7Gkw12ncg1wjpY33EhMi3dvpbPu8Eg7YQbkQN7HXqHb0dLbuUgH6qM3b4H8uO7Ccy8xiU5WTKB2UDAJhediFSfW1A04VxE7LKIsOyB1iD9EpgZMqmmKy/sjLcuZE4gP2N6Hb2gd0HnugNQHr3XQiZVEjKpziGTOtCe42qUPuMX9O/+/W0Deo7+VQ66FVz7Wyi6cSLwZ7ycaQ6ahPRARCoPEa9cu89C2y61WB9MS8Im2Dbqj4hsP1vH630S5sOHj7UB3zS5ceEmNPBUIiXgL6yhA/XyEI0nzwPqErHIwy1VplVRrm6p8jZidEOEaTHwEF4QyBJEQp4BOgULM/fmlGSuqpuX2xXMV0iVKkX+gR8iMnUg3qLaIJLzPcpWX4aW2clDJM1FFDnMA8wP5Dqt6xbk5NYtyClD6lJPpLYtAfZDpsC7aZJiJWRSpjScOSKQ4wSi8eQlK5uoOO2Efw6Z1BFoYe0DkaN9CJlnXbNlxl7flvYaJiJfOINUQuz/IURaK9JOuBo5+K9UPjwfPnz4aAn4psmNEDYR6xnA31rKRLmUcxSgQTYIbJ6IRcat4BAfLQibT+wFYETaCV8HEI0nDwQ6//TfTk+NnT6wEWC77b6+pnJa3iXZ+kC6sSLnaWQ2fArYEZk3yxFx3wwREgfYKe2ER9jzBIDc5upQyKS6I1NgEVr54QVwBoDZFTn8NyKz5fOIlD0L3NfMXNk5r139AybItLq5eReuqm+ZTY66JUrN0RqpYa3sz3PRyhCVKMHtq2kn3GAjPUk74SpbxgUoWe0Nq3JuHz58+Ggp+ETMx2ojGk+OBPoAWy8jxYWP3xGWiDS4BCYaT96FSM8xoy7qsQdQaXKzccdhu0Bu9slsTc5/0MLRH6KAjZcR+apCqpFBRKxX2gkvz0nfJWJT7NfPkIpUghazdoARiOzNSjvh30TnWh+zJ1D04hJge3eJn1VsA4MUuxkogfE+SCksR2pfFjnc//WGr85MI0Vw2JBBwxav6rl8+PDh4/eAb5r0sdpIxCI7ROPJgM195mMtw2Zpb4qrgIJRF/UoQKszZJyGQAkwN9sYeB+pYW2RCfI9tCbjligbfRtExKqABSGTCiwnbQX2mARKe1GIUln0tb8FUJ66ccC1zQ+0i5NPtud7C6llU1bh0n+BVdhG2nKvRU7816KcaNcC3yCfr3pkTn0AmW3PXZ3z+fDhw0dLw1fEfPyCaDxZipSFbxOxyB7ruj4+Vg8hkzoGZdPPIDPhxXapoK+QejQMOa+7C2W7GfpBSpm7TM9Bbtb4ZZynHSJceyP/tA9QRvst0CTvexTVOB6lyvg+7YQzloiNs3XYcgWEr8UwdMTgrihNx0NDBg37eG2c04cPHz5WBF8R89EUVyMfm93XdUV8rBHeBR5Eitcw5KgOWlc0gPKO1SE/qlZImXIjLd9C5s02KPBjeTgYRUNmkRlwS5QI+BZbxubAEJQK41hgeMikrkk74XTIpLqu7pJIq4shg4bNAo5fm+f04cOHjxXBJ2I+muJi5MD95rquiI/VR9oJlwPnNN0WMqmeyLHeQcSpEZEnd+3GNAq8eB14FchJO+HlJt5FZK0t6kcWI+J1FCJ1U1Ai1X6IsOWiSE0TMqmT15YK5sOHDx/rO3zTpA8fGzGsM/vVKGVDBDnlf4lMkm5KijpEoD5c2dxZIZPqAySR8uXm8jLIF+t9lOF+V+Q03xYvIrMCmSuvAhJpJ3zzml+lDx8+fGy48BO6buSIxpNF0Xiy3bquh491BoNMhkcgcpSDkrG6azXWIgf2EauYwPQBlIMrg8jceEToqpHT/kREvIrQupfjkImyFEVrbmM/Pnz48PGHhk/ENlJE48kh0XhyDjIZpaPxZNk6rpKPdQBrArwekSGXaLnLGDWiJYkuTzvhBatY9H9Q5CRIBQug/GQjkeq2DSKBNcgsGbLnNfbTgPJ/+fDhw8cfGr6P2EaGE+56sU9tfUkKAq6jtYNC+avXYbV8rFsEEPn5EalhAZTm4Vbgi9VZyifthN8KmdTJyJ+sAKlgNSiLfi5wITAAqXA1iKw1df7PAy4HDlmtK/Lhw4ePjQQ+EdvI0K/rV29MmLVDbl19a8DMBU5JxCJvr+t6+Vg3sIttP4sUKfBU8PK0E75lDYs/HBEtF27U5KXAlcBzKGlrP7S80BSU7iIPmShXOYHr+oZBfT4MLJ7T5tD66sIP0k64cl3Xx4cPHxsefNPkRoYenb5/oUf7H6eC89dELNLJJ2FrjpBJFYdMKn9d12M10YjMgEFEgAyKmpzTAmUPx/MRq7HbDgeOTTvh2rQTHgmcBfwcLG7cNK9N454oOvMwYGDaCf+1BeqwTlFQUvVpQ23eK8G8utfWdV18+PCxYcKPmvThYymwywedFsjPjsxp1XgtmcCcLa+YffrKLky9PiFkUnuhdSndoI0scEzaCSfWsNwA8BUyQT6KoiT7oWWUOgHXIZPk7D4nzR+eU5ypmfBQhz87jYEv007YsRGdBwOj0k549prUZV3h4L2eemDyqPApONz405IdrlvWfiGTMms7b5oPHz42DPhEzIePpSBkUr2Ah/qcMrekVd/6HWZ9UFKxaFTJhwMumvN6TnH2u0Qs8v26ruPKwhKem1CeuABSsXJbghiETGoLlCD2cZQMdjAiejkoOKAK+LjNNlXtS/vVvjf1hXY3IT+yPKAzcD8wJ+2Eu65pXdZX2IXG7wOGp53w/eu6Pj58+Fi/4JsmffhYOma06lv7Y6be2aF6Zm5O5eSCQhN0ioIF2ZPQmoUbDCzhegsRpCzwJMrt1RJlj2lCLnZFJtAq+z0fqARaL/q2+OmpL7S7F0VTPoCI4UQUSPJ5S9RlXSNkUmeFTOps+39pyKReDpnUX+zPDYgA+/Dhw8ev4Dvr+/CxFATys1vXlpshU19pG6Q6CFAdLMruPvHJNm/2Oa58hWkXovGkAYKJWKTxd6/syuE7NPEKIB+tXiGTOjzthJe0ROFpJ1wbMqlPgH3QskkZZJYsAN4GXkSO+2ORGbMSkbZzgJdaog7rEtZMewmQZxWwKSgidHtgJmqHN0MmVWZXPvDhw4cPwDdN+vCxVPQrHvthptrsCRj5tztzCdCBLA4EXkYO6cskWdF4cjzQG9ghEYuMXht1Xh5CJjUQZdTPQ6lM8lA6iweBp9JOuGo5h6/sOQIoX9kmdtNdwDHAaOQLFkNErBXwGFrr8ju0/mPlulj2KGRSbboftui4NltWz8trk02srA9gyKROQQuc/z3thBtDJlUEXIaI6C546mMj8ClKbJsL9EHm2H+mnXB9i1+QDx8+Njj4ipiPDR4hk+oOnNtlv/LOHXevrF8yoeCqNgNrloy6qIcBTgLeSTvhqStZVj6wd6CAe3JaZ9o3Lg6GwBQCk0p619ZXz8wrzdaxO9AamdVWhPXF/P8jcDZwJFCISGJ74Gak2vxlmUeuPLqivGIXIMVrAoqSDCBT5DVpJ1wVMqlLUN+TAf4PpdcYDvyrBeqwqjgyU2eun/Rke1O/KGc2MT5rvkM0njymsc4M/ine+Zn6hTkjLIE6CwgDlSGTiqP0IHujFQZ2RNfsJs7dGfge2AIR4JOAR5Bq5sOHjz84fCLmY2NAt2Bh5nCT7/Sd9X7JzEWjiocsGJ0/jpzMQBoDeWBeRkv8LBchk9oGOA04OlsbvGdSzYCBdrHsN4t61m/f7aCKnMU/Fbz38wetrwS6hUxq0XJUnM2A3EQssl6oHla9ezJkUkMBJ+2EMyGTCqGkqp+00GmOAw5FZKMNUro2Q8pQN+Bu5D82FBGX+1G+sX2AvW2k6j9XJ8HsGuCjecNLnncaTZdMTfDCkEndDByL1K6jgae7H168e/XUvGPrFwaPttf0HvA08A/gBFvOtcgP723kG3cwUsEA5qHo0iXAtshfbKUmBj58+Nj44ZsmfWzwCJlUQXGo9ubW/WtOnZ0szXPqA/kmL7uQgNPWaQhAJnAESiD6bdoJ/7Ccci4B/oT8ea5PO+FX7faDA3nZR1pvXtO6ckr+oobFOePQQP0WMGRdmNTWR4RMqitSiRJACTAdES43d9kiZL4bhpft/2NE3OqRCfP0tBOevhbrfARwD7rnrZDf2nik0l0IFGlxCoJgssAbyKz6LPoh117LSKQsNiJfuL3QagMGRY+6+zUCn6ed8F5r5QJ9+PCx3sMnYj42eFj/pyTKkxVEg/5ZwaLMrtlGs49THxiDUiYsBo5Cg6IDfJR2wg1NymkFdETKTm3aCd9mtweBHYCtgf/a4xegqL8D0k64YnXrvuexnx9f0Kn+/7L15uzSfg0jE7HI2lSDWhy2rV5G5jn3frhwUDb9UkRObgHK0ZqVxyEFahGwqauKhUyqG7AV8PbvkYfLKoRH4CW7BagADkLraW6Hnqeg/X0xMrt2s9eTQZYFp8nx85Hy173Jsa6J2gFmpJ1wz5a+Fh8+fGyYWF/8V3z4WBOMAd5s8t0AnTPVwTlOvcklJ7sNetZbIz+kWxChmmIVEaLxpNnutulHb3vL9G2BXvYDQNoJZ4BpwFV4CseDwFFrQsIAAjnZgwM5bB4sdB4HnonGky2SVmJdwbbVn1A0ZPP+xSUn7VAOsauA54GFSEkrQgTnnyGTMiGTeg+pam8AB7RkPUMmtUnIpF5HZkiXhGUQUSpBCXAvQMEFC/Cc74NAF6TgLbHHZJG50UU7oKfd1/UTy9qyHbQ4ug8fPnwAPhHzsRHAmgZHIbNPNXIQfxzo2H7nyna9jlzUiUDWsb+/BPwV+Bk5q+8JMPqarv2yjRySrTcHoEH46qWcqjWQA9l5udQek0fNKSGT6rG0OoVMqlXIpIq36P3dK30Lxk4ImdTJllyYpvvNGVZ69pQXy8bPfKt11wU/5HdBJG+DhlWuXkMmPNds6yBSko/X7zQgn6tNkaJp7Lbhdp9dmmz7toWruQ9KRNsUruplUJ61Hoh0jUXPVBatrWnsvmNsvcejXGh1iJi5ZTTavy4Bq0LP1VUtfC0+fPjYgOGbJn1sFAiZVBR4GA2IE1F0YOuSvjV5OaWZvPJvi7E+Pp+hAXFPNJh+jQbMTH77ho+AkXXzc68FbnJ9xGz5OWgR67b5LOlWR/EmraioXULZv9NO+NpmdekJvAPkBEoaQtnKYBDMWDCVaE3GyxABmQ58mN++4fNArlMQLMo0VE4qzN9YlsKxpHMoSoAbROkztkSEJtd+vkbq45fATqh99kb+WQcDk5Dy2KILaodMqgSZPDsiNe5KW0fXlyuLggtOsNtL8UyPLqkfhkywlcBsRCD3x/OLq7PX8ySKKE0ALy8v7YkPHz7+ePCJmI+NAiGTmgT0AceqEMZVIQyeD089SpdwCxpcZyGFpg3wjf3+JRr830874UXNzpEDPBqgbnA+DWWG7D3VlD6UdsJTmu3XBplKdwLHKiLGrYtBCsom9v9ygtkfinvUb1JfnnPf+EVbXN/ijbOOETKpc1FUYQz4CalMbhLXsxF5ORIRoDnAncD1yFcrlHbCi9dCHQ0yi96I/Agd9CwsAfbAI2JOk888lILieUTuv0Uq3m7IlD0e+bwl/IAOHz58LAs+EfOxUSBkUs+Dc4SIjwmAcX13XMf8FDJJZvBSDGTQQNoNEbM6NHCOxzOZ7QC8mHbCUy0R+x9y5B6ddsLNTVtuHrIr7Nf/A2qB9/F8nHKQYtfH1m0xcMaaLsC9vsO2XQHKn7U/MvNmUXv2Q2qYG0V5O/AMUsteMwGnW2HXhkvHTh/4uytJIZMqQwpZN0TCjkT3uwu/deWYh3KETUHkfmzaCT/mL/Dtw4ePVYFPxHxsFAiZVKDTHhU7Lfop/7n6uXndwBjkB1aMnMA/Rkv79AM+QA7VjcBHaI3EQmReGo2iI4PISbsLyht1PCIKz9pyaoDdmqfDCJlUa5QtvgQpbQuQme0hpJLdj0xZ7ZDJ7mDgsbQTvrxlW2T9Q8ik2iO1sbTZTw3Ip+xg+/+jyIG+KFiQPalndKGpmpb389xhpT3Rvfl6bRGdkEkNQI73ZciUeQF6nhqAy9JO+HabtuM7FA257dqolw8fPjYe+M76PjYKpJ1wds4npQPr5+ZPBzMXmbVuRVFxtUh9KUQkwI1w+wCZoR5Balgn5DvWBRGlTki52RO4Djl4H4Uyoz+PUi/8Amve2hGZORuQuvY18AryQbom7YQ/Qkk9/w0cbs9xWIs1xHqMtBOeD5yPfONcIuWa+WYglbIVcDIy76WcLBWZukCD02gWI9+6d4HT12Kdx6ad8NtpJ/wMUjgvQfnjbgPus/vMQs/Z8WurXj58+Nh44CtiPjYahEzqLWQCNGhgfwqZFw9CPjxfIbPTi4hM3YlySPVHZjPsce2QCnYYUsbKUTRmECla19n/n0LmzZPSTjhrl7o5B3gdDdQTEfG7AJkgp6Sd8FMhk/oMGIRMW50QMdkx7YTn/g7Nst7Bmv/2RcR2U5TZ/wPUnl2BU1DS0+k22767OsHuKOrw4rQT/mYtV9uHDx8+fhf4RMzHRoOQST2AlihyM7lX4eWIykfEZwGKhrsHkagvkEJVgBTiGYhAGbu9ELgD+Y1dafc5AtgcmdAakelqAXADMASt21iFlrFph/yH8lEy08tQZGcImTeL0DqQW/1RHbpDJvUcaucJKLFrNO2Eh6/bWvnw4cPH2oG/1qSPDR7WJLgfyh32KUpjkYsGdwfPMb8ApRxI2UODwF3AqWhJmiBSZH5Cps0i9I6cZX8rRGbOECJb01Gk3E/AXOBMRNauQ+sQPpV2wmeGTOpYvISe1SiZ7GEoqWkYmP9HJWEW/0btXI/I6fh1Wx0fPnz4WHvwFTEfGzxCJlWMkrCmURb2BFLCQA773ZB5sQgpXn9C/j6dkTP/TniJOAOILOXhRVLOQc7axUgBw5bXDhGwrnbbN0AEpWT4ByJw44GJaSdc26zOebbM44HX0k54UrPf2wHG+lX58OHDh4+NFD4R87FRwEa3VSCi9CJymndJVRFSpBrROoCbp51wRcikAiiKrycibG5OMTfnVwAtv3MqSqdQhBSbAmAm8u9yM6jn26rMQNGQX6MIv/8A91tn71W5nieQAneMnwrBhw8fPjZe+ETMx0aHkEntjKLrWtlNTZfZMcgR/1Ckgl2ClKnrkJp1AyJjxcjRvhEtcdPZfqqQ2XMCMisGUIRkrt13AVLRFqIs/nXAfc2Tvq7ENRwJ5K0qgfPhw4cPHxsWfCLmY6NBNJ7cprEycPn4h9tX1szI3xERJddxv+nyNA6KvPsPQMikOqEIvjdQqokOiFj1s8dVAd/jqV3BJmXV29/b2PN8hUydDlLZJqEcWc8hFc2N4twXZZr/GaVreCvthCe0dJu0FEImtT/KkzV2XdfFhw8fPjYm+M76PjYmlGYbTW9jyEUJVAeiKLxcpFrlIWf7AqCdXbD7LuRsvwdSt+oRiboCuBk55gdQuontkU9YR0TGGuzHVd4CKNN6NSJnryJz5uWdmH1od2ZUfMN2BzhK35dBClwa+azNRSrbr2DruDPwetoJ17RIK60iQibVDa0ZuSBkUpv5plIfPnz4aDn4ipiPjQpbbf5t+4pU4XC0kPSpKIKyEJGtDkixagccgvJSPYEiKb8EzgBGooWeG1DOsE2BzRCBCyIfsb7IDJmHSNt8RM6y9jMLkbI8ROw678Twyr5Mmv8Kf+5aRUk+WouwGKXU+CswytbpCOBv9jxVyJn/ZJSLzE12eo1NIrpW0MSXrhvwf2knHF9b5/bhw4ePjR2+IuZjo0JFqvBfeCrWYJTLK4zyfk1CSw9dgnzBFqJ1Ah9FBCgIDEAK1Uy0/NHFiKRVopxjZ+ItTt0BEbKf7f8GqVod7f6FKIBgxk/0/18pSz6qomQgSvba21a5DC19NNN+wniBAa+jpLPTgB+AixDBLGx6zXaJnZOBp9NOePrqt95vETKpE1DgwyRb55tCJpUEpjdfFN2HDx8+fKw6fCLmY2PDpogQzUcE52OkbJUgk+ROaE3DrRDhmYrUp48Q2TkD5SN72+7/EXLuL0M+Y+WIdM23v/8MPIBUrO5o+ZuvkGmzA1K8dlxM2YXvsX8UESlsHR30Dgbs9ntt+VvZeo8ArgUOBG5CvmXvpZ3wpJBJHQFUp53wOyiJ7GVI6buoaWP89ZKr96tdUnjWd2/v9I8RU/aauhrt2QYRy2uALVBS2v8AHe26muNR4EN7e/0jAOcPnhfNhw8fPlYaPhHzsbHBNRE+AySBo5GCFERRj43AMYh8HYr8yL5DmfYrUPRkAXLe/wCRswkoN9i5wINIfWpAxKMELas0FqlkJ6Ds/g3IzFmEfMbmITKXj0fCalEQwPa27hlEGjdDhOY2RMoKkS/bw8D/rKnwRETa3kFrZQK89JvWcJwbem01ceDcdNfnEelcVdyNoj4bQyZ1tK3j5sDtyFTaHSW1/RH5vFUBTyLV0YcPHz58rAA+EfOxseF15Pt1RdoJ14ZMaixasiiIoh77IrK2GJGjH4DzUKb775HS1Q2lrhiACFMAqWvtkDpVZsvL2N97I+I1DRGtACIpxchE+S+U4LUCKUx59vwFwCbIjyzP7rMn8md7GtgBvaOuutTHniPH1nnPkEk9ClyWdsK3uQ0QMqkioF3aCU//4vl9HmvdadFuS+a3/i1JWwlYx/xGu3pBDKhKO+EhIZMKocW3C5EKmY+CIlrjLaruw4cPHz5WAN9Z38dGhZBJ5QD5aSdctZTfegL3BqjfPY/6+lqKJ4PpjcjESER02iC1rCNSubojwlWKt/i0u0B4LTAG6IGy64+zv32KyNgHSB2bC+yPlKMctIZlFpGvRkTq6hHZOxE4HJlHFyNi4xKxOUhNmwxciJSzU4Ab7bn7IbPoWyiZ7N7A7LQTLl9Ruw0dMbgE2HTIoGFLXUw7ZFL5aBmoTZGCONLW6zxktsy39fsfIsF+x+LDhw8fK4HAuq6ADx8tibQTblwaCbO4Csj0YMb3hdTVg/MSImE5SOX6ABGLwcClwPXILFmDyJKbjyxttzUgX7JF9rcutry90NqXOSg3WSsUSfkzcsavaFInNxHsNGA2SnnxJCI2pYjEFTT5XoAIWhApd4uRQ//HKPrzFETGxiJC97+QSf0zZFLbrKDpPga+GDpi8H7L+P0otHj5bShZ7rv2uofYtgjYtuntkzAfPnz4WHn4pkkffyS8A3ScSu9qMP3AvIOc83ug6Mm+wG1pJzwhZFLPo5QSc5A58gOgLTJd3oGc0w9ETvp5aH3LAMo9diFKO3ESImC9ENE5Ec/UmEVKWw1ahLwnCiQYiMhZFmXp79Kk/u8j5ctNu9EPqW+liORlkEnyWoCQSe2DlLHL0bqXHW1OsNPtdVY3KftzFFwwcRltNxZFmVYglW4XRAZzkM9YDsrF5pslffjw4WMV4JsmffyhYNdwPAQ4Me2E3wqZVHeUnuEjZIachVSxXYDdEAHZEzmnH4LITjlaNPxcRMbmobUlt7D7zEBKWRaZO9PI7HgFIjJt8RYWr0c+YZUo+vIUZMasQWpYH6Q0Zex5UkixW2yPOwYpcLujVQHKEamMIWVtjt3vq7QTPiBkUi8hf7jb0054pR3qQybVAQUFjEIK33yUaPbUtBNeuLLl+PDhw4ePX8NXxHz80fAyimQcZb9fgpSwOmTaOxqZMN1ljLa3+3RCZCkPqVdHI5LTaMvb3x5zBIrYfNEe8xDwISJ4k5A/VQc8QlaEIiNvR6bQubbMYvtZjCIzyxEpDCFi5kaCfoiCCMpRcEGBree2eOkkCoC+IZMqQ9GXrVDutJVG2gnPC5nU8ShlRmZVjvXhw4cPH8uGr4j5+EMiZFJtkEJViRzzz0DK0Rf2/6aoQsSqBq0R+SwwHflHjUFk6QJEjl5BvlsTgb81T3oaMqk4InE32XNfjUyjBpkkRyPH//aIXBlkeqxC5OlMRAYrEBErRibRckS4ptjzg1Srr1EqjgZkxjwZBRlsA0xLO+H5IZMajJS169JOeO7Kt6IPHz58+FhT+IqYjz8qypAZsSPK3dWAUlG8giIds4jclCKi8yHy/eqFEqvmIb+qhSj32GDk4zUXWILUqX4hkypACldvpFJNQSa+61BusgOQSXJnRKwWI0K3CKl0rdB7apAyFkQkrAgv6hJktuyLIinLUaLVHREpG4fUNxDBa42UwY+QKfQqYDvgMVt/Hz58+PCxluATMR9/SKSdcDpkUucDtyJFahZyfv8XIjUFKGKyJyIxf0MmwAwiOwFE3joj/6+Bdtu3wGdo/cgsUrFcRasAkah/ohQUrZBJ8wf0Ln4F7IpMnjNR+ol2eGbS7sg8mY+3RFLQ7nsoMkO2Rik4Btjz1yHVbD7yR5sIfGO/dwyZVG+kzE23Zfvw4cOHj7UIn4j5+MMi7YTfD5nUhchMmG83t0Jq0i4o1UQDek+6I0K22O6bQpGU5yAy9wgicI8g5/mByMSZi8jUErQMEUjd+gz4O1K18pE/WQdklnwJkbZWeClm6pCi1hYRrCAyo7bCI3StkKqXRYqZsf93wgseyEN+b/sgn7Rt0Lqb7ZHJ0ocPHz58rEX4PmI+/pCwmeI7INPiNkixegxPbXLNgFV2WyNSwwL2swCRo55o6aBHkTL1MSI2fVBahy/tsbcgP7LNkMN9HiI+k4BjkVlxHlpCqT9eJOUu9nz1eMoYiHCVI5IHSgB7Ml5qDGOPd33IGpApcj973j1R5ObEtBP2U0748OHDxzqCn9DVxx8V1yFz5JNpJzwSmezGIcVrDh6haUAEKBeRIwcRnDJk0nQQ2ToJmRz3Rb5ZfVAUZleU/PRklGKiHTJPDkPmy3MRMdvM7oc9V3dkZlyMiJObwmKm/T+ATJAOUvBeQcTMVfCMLWuRvc5cYJD9rRh4Dilvp4VMqjNAyKR6hUyqj12BwIcPHz58rAX4pkkff1TUIRJTA5B2wvUhk/oSONL+NguZGf/P7jcLKWUFyOwHUrqWIPLlmhj3Qc72S5Ai1tt+n4kIXC7wbtoJnwkQMqmdgGuRMlaATI9pRAy3QItpf4Ryf020ZWVR+o0ByBm/PYrkzEe+Z90QeWxAUZONdluhrbeDiFo7pNRtEzKp54CLUfDCnJBJHZd2wk1XAPDhw4cPH78DfNOkjz8sQiaV29QsFzKpAFKqwigisjOKJmyw37dCjvdB+6lG5MclPblIgSpCZK4GqVZPIX+xfPv9Z6R2vYbUsTsR0fsTChhIA1FEzBYgwlWMTJdl9m9P4GEUdVmMR7JqUK6wsN0+GEVC9kAq2nxEwvLs9m723K1RROcoRNy+RJny/5l2wtOHjhjcF6gcMmjYnFVuaB8+fPjwsUz4ipiPPyyW4hu1HSIvk5CzfS+7PRdFMNYjgpXF872qRwoT6H0qsb+X2G2VyFQ5BJkC61DS19MRsZuDCM+B9vjzUK6wzRHh6o4InOugPwotsTQWkS3HlvEFit48CTgYkTcQ6XId/AOIcNXY+ucjMtkR+cJl7PEVyPH/BCDaL+/7aT22+Mdmf7p06FAGcfrKtK0PHz58+Fg5+D5iPnx46ImUpRQyCU5HkZHfI9Xov2hh7mKkGuUhBazAftwoxXqkZFXY8voD9yIz4UTkG1aGojX/g6In2wL/RoRqMSJF1cDrKC3FZHuORkTYets6G0SkdgaOA/5h95uBiN9biLTNsuUa5HM2AwUr5CLS1RHYEi9acyxSzzKZhtzNZoztk/tG/JguIZPabjXb1ocPHz58LAW+adKHDwsbSdnK9Y0KmdQ/kZpVjEyWW6CFt69FqllPRHZORYQGPAf/ajzVLIgIUD0iUVWI5LyPCNBOKJ3FVUixuguZKOcj8+GWiIAV2uMnI1L1KiJeRUgZq0WkcXtE3r5DUZJH2d+fsdcwytZpe1vnBnvsErys/LUoEvNH5N/WEal6b6Sd8C2r1rI+fPjw4WNZ8ImYDx9LgfUX+xGRnKOQb9iBKPdWBxTteCIiPj2RGTOAzH4uKXMjLl3T4kKkfNXikacM8BeUj2wicrzfHJGur+0+B9ry/oVIXwCpVj8B76CM/8ORGXQccD5e5GQh8ALy+doSmSzrbT36IAWsFql7U5HSZvDUvWqUALYARYBOAfZPO+HqVW9VHz58+PDRHD4R8+FjGQiZ1KYAaSc8vtn2o5EP2SJEWE5BRK0zUrsm4EVLuoSrDpkrFyGlrJP9m0HECETGdkIK1Im2rHJbTk+kyh0M3AdsgkjfzSih7I1pJ/yprV8NIk5udOQSRLKmohQaDiJ9vZGJtGl+sgZE9IzdbxrK+L8psDXwTdoJ77DSjejDhw8fPpYL30fMh49lIO2ExzcnYRZnIof7+5F5sAr5Yh2NMtx3QCrTAvt3GiJb3RDxGYMUq3q8fF8/ILPk3sgc+RNSxrZARGgB3hJJH9gyuwLX2LK+CJlUMGRSu9vf3LUyXTI129atEJlAa1DeMncmlrV/3cz8GXvcKHvef9g6vLPSDejDhw8fPlYIP2rSh49Vxw94RKgjMvuVIEf7UuSAH0D5xfZFZsv5SOl6A5kac+3+/RABexARnkJE2B5EZsEDUCRjLTJH1gH3IPIXROkpHOSzNhmZQR9GqTAK7HkaUOb/fRDB+hNS79w0HFnkgxbEM2kae32FyDR5IrBV2gnPbokG9OHDhw8fgm+a9OFjFWH9xwxwG4qIPAklRz0f+WGdhIhLf7tfFJGdH1Dqie/svpsi4hRCyWOHAS/afX9GpCkf+YqVIHWsOyJeXyOH/HPwlO159vuXiMAdgYjhJnafUqS0DbTnqEXmUReuKbPp9wAiaZ8Af0k74Smr0WQ+fPjw4WMZ8ImYDx+riZBJ9UW+Xlcj36vRyNkepJRVIPXqO0TKCpEiNhmZBTsD7yEFLIAiMG9BecE2RQrVIuAQZO78M8rt1QhEkLP9I3gK1nh7vp+AK1BU5n8RQStCClslctSfi8hdITKRFiFy9rUt90ek1nVFhOzgtBP2zZI+fPjw0cLwTZM+fKwm0k54UsikJqO8Yz1Q5GE/+7OD/Me+Tzvhd0MmlURkbELaCdeFTOo8RHxuRv5bXdDC33VAAvgbMlm2Ad62++Yhk6SDSFRPvLQVHwIHoQjKKXb/z9Cakm7KjFpkrqzDW9Q8F5HAz+33gN33B/u3o922B75/mA8fPny0OHxFzIePFkLIpGYjlcsB3k874f2a/LYjUrvuSjvhhN0WAI5BCtl84FKkWO2PiFmpPXwOUrHybdkT7P6tkLnSJVgBRLKmojxj96Plk9zljDoiNc0912nAnvYcf0J5wnqigALXbJpBTv9/Sjvhz9e4kXz48OHDx6/gK2I+fLQcHkLRheXAP5v9Ng4Yivy6AEg74SxKsuqaObsiVawfSi9xH1LG2iMCthgpWH3sx11u6XlgF3u8QWQqH8/JPxetEjAHmSfrkC9aG/vZzFapBil7nezxoAz8O6Sd8LzVbhUfPnz48LFM+OkrfPhoOVyDfLeupgnhAkg74fK0E34g7YSnLe3AtBOehBLHFiLV6nJkksxBilY+IkqFeCbEHKR0TULm0Urgf4h8GZT361tbXnfklzYQpc9ohUjf3/+/vTvGjRoIwzD8eYlIzQmQq7ihoaCGgipCVBG5A2egSMsF6BBCcAeuwA3cWWlpQoEQkKCh+DciEh0ombV4nnZ3JbtZvZoZ/06dbztKnQ/7vr2kyzEWL0UYwPWxNQk7ZBzm16mVrcPU+x4PUtuDLTWZ/ywVVbdTwbVJrbYdpMLsaZL7qREZl+MrpvweU7G//d291BOc71Mz0F6lzoB93H5/SXK6tOnz9d4xwP9NiMEOGYf5VpJhadPFOMzPUluTb1KhtEk9GXk5lf9TkrepYHuYenfkUWo1rSU5SfIuddbsNLVidph6LdPjVKR9WdrUxmEeljb5MwC4YUIMdtw4zA9Sq1U/UrF1luRR6rzXkyTHqXdgnqfCa5MkS5u+jsO8n+R8ex4t4zDvJdlb2vTtpu8DgD8JMdhx4zAPqbNcd5KcLG26uPLZi9Rq2LGzXADrI8RgZa5uI24jbbO06WfnywLgLwgxWJFxmO+mhrd+WNr0vPf1APBvjK+A9dmknoIEYOWsiMHKbCfyN085AqyfEAMA6MTWJABAJ0IMAKATIQYA0IkQAwDoRIgBAHQixAAAOhFiAACdCDEAgE6EGABAJ0IMAKATIQYA0IkQAwDoRIgBAHQixAAAOhFiAACdCDEAgE6EGABAJ0IMAKATIQYA0IkQAwDoRIgBAHQixAAAOhFiAACdCDEAgE5+Afz2fntKpt55AAAAAElFTkSuQmCC\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding_pca)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Using cosine distance\n", "\n", "Typically, t-SNE is used to create an embedding of high dimensional data sets. However, the notion of *Euclidean* distance breaks down in high dimensions and the *cosine* distance is far more appropriate.\n", "\n", "We can easily use the cosine distance by setting the `metric` parameter." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 3min 34s, sys: 2.54 s, total: 3min 37s\n", "Wall time: 1min 51s\n" ] } ], "source": [ "%%time\n", "embedding_cosine = openTSNE.TSNE(\n", " perplexity=30,\n", " initialization=\"random\",\n", " metric=\"cosine\",\n", " n_jobs=8,\n", " random_state=3,\n", ").fit(x)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding_cosine)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Using PCA initialization and cosine distance\n", "\n", "Lastly, let's see how our embedding looks with both the changes." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 3min 42s, sys: 3.38 s, total: 3min 45s\n", "Wall time: 2min\n" ] } ], "source": [ "%%time\n", "embedding_pca_cosine = openTSNE.TSNE(\n", " perplexity=30,\n", " initialization=\"pca\",\n", " metric=\"cosine\",\n", " n_jobs=8,\n", " random_state=3,\n", ").fit(x)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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WmGudMsIbXd/UJnfskrKe9YuGbbVog/WahYWFxQaGJWIWv3ZcDrzVpc3i65oPbhNI9c4GGGSUoF8sdh/x7OdtJy7ar6ZP+60CdY3Lths9bnWg2evhieB0QsRoCcr/FSKjnmcjk+FiYHeUZ+xOYJbZ7yBl6z8o3cQYRMwiwFLgM+TTdR4iWscAf0dmy2wyucP8xKz3onUjHwP+CDxrruuRIX8eImLvAB/7Oc+unX3di3MP375zfdfiwzZUv1lYWFhsaFjTpMWvGqkg5zkpnJzldeGtE595uStqc4EXgX9UOOXn/1IdvdNBp3+biYu7OODkrGzo4UD7lIMXVGtzR3ijOwBUOOVdgdOB3wO90ctbnvmrQTm9JiDydTZKuLobcABw6whvdE2FU94LOBT59J2MoiWXIJPnSmBntFbkNoiA1Zuyl5pyd0KmzjRKW5FF5iXSQ8+xDsih323ZzkQsUr1heszCwsJi4+AX/dZvYfFjWD6oW7q6Vwk4kL+81gmIiASBPwCHVjjl2a1awY2EBfv2XbZsp+4N9W1yGqtK2052YHbQI4Dxu2rR7jAwDjnRP4OITxKpVUH0DDkLaE6GA8/Vtc8finzC9kSkCaAM6InIXBtz3gyUFmMwcuSfj4hWEhGrdmjpqqeBm5Dytcqc63j6S5l6pIF5wN1Auwqn/I4Kp3zHDdtjFhYWFhsHlohZ/KpR3734D3U9iufgUYcmdM8DPMjy4PnGgqyas39779WtW8t1RzTunh+Nu0ujcffg79nfNRp3b69rn79HU9v8VQsO2TY46Y9Du67YttNbtd3a1ADTgK2AiRVO+enAm8h5fye0vuMDKEqyHpG0FPBBKhTYoaZn28OW79j9beQXdtoIb/ScCqc8DFyCfM/qkHr2nrmG72+Wg1JbrAYWIdKVZcpvMt8bkTl0CtCUhnSzyFgIqXAhII5MoKcidc7CwsJis4clYha/atz13LkvxN+J9QpItXkRGOvBcg+8tAM4Tqhw3uqronH3z61c1XXF6cjP67zv2d+GZGqHzu/OuK1o2tJ2RdOWLer43vRPqru1ObWuY0FWOhxMISWrF4pMfBvlCPtohDd6PnAOImOLkKIVBBYn87NG1vZoMzV3SXXlCG908whv9OIKp7wjUsaKEcm9HrgdmRw/RepaCpiLcoUtRolYq4FlaZj/JNHb59E1gfzQ+iCVLCsNdbUU1CFCeBtSxECLiT8D/KfCKV9Z4ZRP+nndaWFhYbFxYfOIWVisBdG4m93ryc8GNOeG36nu1zGvul/HaxOxyLWtXa81EY27BUB2IhZZbr5/jsx99ydikbNaHFcMnAZskzt7xdG5i6oKe7040cFLpwMpvKrSkpyi2SsJNaaWOVKoilBk46XAAx9UHNmYtap+qJNKz9rxpteXoyjGvshXbL75fymKuHwf+AI54R8N/BMYlMwOXr9waJ8dOr03s1NWffIylHKiHvmHVSE/r8HAJOCM1RTtN5b9zl5Bu8fP5IFhyPfMQyqZh0yVtUA5UuwOBFYsGtK7YVXfdkX9H/74cJOlttQudWRhYbG5wjrrW1isBYlYpJFY5AugKBp38xBh2BxxLdAnGnePT8QiDUDXNQ+Ixt0sIOEkU/uS9lLZVfXphi5tspK5IXKW1zvNBVnNqfwsx0l5jpPx4apHZsPbgJU5S6rf6/XcV0+GapoW13UoeDPQnFqSs6r+dWRiPAiZGUegdBMXoijHo5Aa9gfACzSmXuz6xtSSVFZwPiJ7WShKciJS4XZCBKsv8GQbquYfwXMlDt4hpk5PooCBYkQUm4AYWuD7Q+CZEd7oSdG4ezmet7UHE80ySgs2WG9bWFhYbGBYImZh8SNIxCJ1rV2HtSEadzsC2yEFyc+99Qfg3LZfzL+twim/A3idiiNfCVXVB9pMW+YVTl+2KlmQ/VjW5wv+GK5vDjkOZNU0hYonL22u69YmXDB/dVYgmQalguiCiVLc9p73ljflZ72Vs7y2Y0OHgmOTueFg9qr6tAN7m2PqULLVZci8eBYyO65GZGuGAyWOR1unMVWCFLAGc+wQFD0JGQLYCfBCpNOI7NUjwvdPRMZuBF4d4Y3+pkWXrDb/b8JxnLqSrFuaOwYPyaUxiNQ3CwsLi80OlohZWGwhiMbdQuS03pyIRbzignkj88PLhsyeNSiPrGA3YG4iFnkGeOb354w5qrEoZ5emktwq4FgnTbCrOznZ2DZvWe7i6oK8hVXOkp26e8nCbKeHO4XmguzGOYdvH+46dorX9pvFDjIT5iOFa+esqoa9sqoadgD6hKoaJnoB72sH9kEErD1SqDxkKqxEyV4bkB/qQQCOVC3PEWmcjcyQDnLKX22ul2PKWIISt65GvmjXo7UnK5Ha9toIb/TitfWTWXXB+8Mjn8WmNgxwdir+5AaknFlYWFhsdrA+YhYWmzmicTcfkZB/IqIyAxgIqRCpNMmGsFc3P+uWon5NbVG6h4+BKU5zqtELOMcTDIwErs+fuzLQWJK3JHtVfbzTG1N2bSzK6dC5cnYw3JQmmRuevKSs56K2Xy6YlbOy/hBEpMaiCMRbkMLVBpEjh0ygj0+gQmb7dGQmPNhsb0LO+SuRo30YEateSPny84bNRH5mPUxZDea8xcAuyPzomxgvRdn57x3hjX7r+/rt3K63fFDbNnfbnO71/f/5yqUL17/nLSwsLDY+LBGzsNiMEY27+6AFtutQbi2Hb4mQB00pLz01Vef1y/44GGYr4JpkAzsHwpwRCDIuEYscEI27WYlYpKlFmV3z567MGXjHuEEoR1cpUtp+C5yEfLRuRvnAdgf+jBziI0j9ytX1v3WcTyISFUARj7MR6QqYfWPMORFExBaj5YlyzHWrkfLmmONzkCkx2+xfiRS3pWhx8cORb9yNI7zRt22AbrawsLBoNVjTpIXFT0Q07vYHliZikRUb8TJNSB36GDmre8A9QDY4E7NW1Vdm5TU9VRPOvgmtDbltIMQfnACBdIowQCIWaTr3d/cXdH910gnZVQ3jEt7oyQAVd4ybiXy6/ot8te5GjvDNwEfAKcC0Ed7oL42/WTPKkF+D0k18jpK0Npu/MBBsKMruHmxMJkONqSZHBO0ARK5mm2v4Wfo9pLpti/zMAmSUtZZLKr2PggHSiJC9bur5SYVT/ghwvr+skYWFhcWWBquIWVj8BBgSVgl8nYhFhmzkaznG74lo3HWAixERuRYpSE8hFWtR8VcL98qbtTJrfqS/Qzh4oxOgC/BgzsKqv3T4aM7+baYsmTB9+M5H1Xdt0w74KhGLJCuc8hykhu2F8pAB7At8BWyPkrwuR35WhwJDkR/Xgyg4YDwyW+4E1C8f0DFc062ovufYac87cBwiULnmnFXIZOn7hWUhta8LJms+ImiNiLx55rg2yIR57Qhv9K0AFU75BBSscO8Ib/S5G6i7LSwsLDYprCJmYfHT4CAVaGOqYcC3zuctP8ejcTcMpBOxiBeNuy+gCMXeeQurygqWVGeHUqmmVHawO0qCWtTQubDtwqG9nfkH9Ns2nRN6E5n7RgJvfVBxZHegU8/nJlzdddyMMFKdplT1adehYNbyJ5w0eY7WfPwdIn4BlAn/ePQM2RMRqiCQ13bSEtpOWpJy5Ce2EqltHiJj2Sgz/xxErI5Dql/aHBM0bQmjPk4jVQ0UyflYhVOeN8IbXYciJ2NAxQbsbgsLC4tNCquIWVj8RETjbk9g2aZObxGNu4ORGfL1RCxynskTdiaQ5aTSfwg0pbJTueFbUBb86ciseR6e1x4I4jj+C9hY4F/IdBgF/pCIRR431+hB2vvbNqPHHVE4Z1UoIEIUQBnsg4g0dUJErBkRMdBxIBK1FJGvQrPNI1NO0pznp5aYC7wMfINUt8Nb7Jtq9q822wHcEd7oI39eT1pYWFi0PqwiZmHxE5GIReasbXs07u4IjAL+kYhFntqQ14zG3cOBE9Bvd3U07gaAI4DLgEYvGLg5lRvIB55FpsbuyNerE47jr92YMufvZPZfmrO4ekXxN4tdYhH/UrsQcPp8Uz7s3dInPpvZ+eO5e6Ks+W8is2UHMoQsbcoMoPxguYiYtSejHNaZ/W8jp31//UgfPZGZczUieAA4Oal08ZVz85qn5Xo1D3ba1ZSRRoELFhYWFls8LBGzWCsqnPKdgQRw2whv9J1mWzdgyQhvtE2O+cPogqIN94vG3dVIEaoBOiVikcYfPPPHcQJKZfHbRCwyPhp3twFuQM7sExG5GoKiHz9Gi18fhRzl90GLZn+ITJargOM6vTN9Ze9nvxqIlkD6m7nOS8BUAs7Eio8uTVc45QG0xNAqMn5fb6EkriVkIh7DiIT5yhgo9UQ7tPD3fshcuQr5igUQ8fL9w/z+UXlBgkAvJyu9DClli1Dwgh2DFhYWvwhY06TFWlHhlL+LJnSQU/r5KI3CqyO80ae0WsW2EETj7v/QOostMTgRi3z5M8vdDbgGmIWWEuoAfIDUKh8vokjElYlYZNcfKOti4Ho8L1g0ceGC/v/+5OJLm+98es3jKpzyXKTwzUdpLT4A+gOvIHLXCRGoFHKwDyCilUQE7HOUH6yNKbIREdO2iLD5L4QBlE+ss9nWBHxM0BtKikngHDDCG73kx3vJwsLCYstB4McPsfi1IRp3s5qynK4tKHpZOui8jibZCa1Vry0Mv0cO6SDz3WtsgL5LxCIfAi5Sl7ZHqSw6o9+yr0o9DxyLkrD+EN4A5uKRlV3V2Gt13w53ROPu2vyu8oHfAKdX9yp5pKE4Zx5SpI5F6lYSmRSrEBlbikyYvo9XMXLMX2nqWI8c+IPmrwkt01SDcprNBO5CStp1pJyXwPnTlk7CXhjaNeuFoV13fmFo126tXRcLC4vNB9Y0abE2bDPpj8Mat37g3brc6mReOugw9eRdC7q8Pa2pzcwV97V25bYQ1AKPIlNiE3BZy+jHn4mnkNP6X9DyQX7Kh6+AOPBcIhZZ+f2nC4lY5PNo3N2dgPNRfceC2c1tcqvIrNf4LUZ4o5dVOOVHJnPDR809cMBfQ/XNK/r95+NkMivY0FyU3TG8uqEx1JwuRCbJJkS0tkIRkkFkmh2PzKNDENnyfcfqUVRkCuULiyCl7JIR3mi/v978CX3UanhhaFcHJbQdgvzzPkIm2UGYBdVfGNq102HjF1S3Xi0tLCw2F1giZvEdmIi8V9PZwZxg2gmmgo6Xzg454ZpGCASet4kz1w2JWKQZuDwad0ch5WpDKolzgOuQ8tQN+Wi1RYrTS+tCwlrUcyVS134QI7zRX9+Sc8GivCXVBcH65iXA9s1FOXstH9w1N3fB6tp23yzpgsyM1UBXlHusHfKX84DDkEnSV+3moUCBbHOJ7sihfy7wWAsSRm9nUhFy5H9lpjfgq3VtWytiAPAfYCDymRu2xv4w9tlrYWFhYB8GFmsiDKQb2uYvnLvv1smafh23bzthIfmzVjR+c+Zum+1yMtG4G0RO5AAzErHIB61ZHx+G6LyzgctMo9QTAGXRuNsZOedfAvwDpaLYIOjtTNoX6AfcP9O7Y3mFU+6i/F1/y1lWu12XcdP7Os3peWjZog7IDyyAFu1+Dq1T2YieNf6ySL4fma/kQcY/bEdgTb+2rkj5W45Uv80WLwztWogUy/aIlPqBDD48pPClNn3tLCwsNkdYImbxHSRikY+jcbeUYCBv2T79lpFOs6BjoUcw4OE4hyK/nc0Rf0KJPQPAymjcbb8BTYGbNRKxyKJo3L0fOAT4ZAMXH0Emtf8is+XHaH3KcQ7MqutU+LuCeauPQ8qX73Nai0xxKWAyMsd1N/ubzXbfNLkQkZUalEi2Hlhc4ZQ7wNGNBH53OuGjqij87CmOf3QDt21j4GikiHnoXkw133dAZtsbUFs3ae45CwuLzReWiFn8PyRikSYTnZcmEPAIsBxNHlWtVado3O2CEn5uh9SXEcBTxgQI8CrwVzSZv+qTsDGVwwJVte1vn7Fwl84zFu76Z+SvNCkRizRs8kZsRCRikVWI/Gxo3AwUzPQGrAYY4Y2uQjnKiMbdWYGm1KDB17+alV3X7KerCCLFqwnYhcyako1IbU0iMldQ06WwU87S2i6hZDqE/Mu2BbYf4Y1eUOGU9wL+E4CcEE1OETXbzfQGfLtw+eaAF4Z2zQdyDhu/YHmLzY8jU/RXaExGgL3JEM+/HTZ+gSVhFhYW38JGTVr8P5j1DB9HPj9nomznlcBGN01G426naNzdZS27clHuqxBSX65HuboASMQi3yDV4XDkIP0tlq3u2W/Riq2HoMi8z1DahbVd+z/RuDs3Gnf7fF/9bnr+j7EH3zm4ckzlsL7r1bAtFDO9AVUzvQELvmf38q3+89GirLrmtoik+0Q9iFSurcznLETCAsgnbPc0TJk6fJdZy3buPreO3EUrKV6C8pL5kZHzm/Kzng2Rrqwl77JmwoM3TgvXHy8M7Xr5C0O7JpHpceILQ7sW+/sOG7+g8bDxCy45bPyCR5D/3h/ReAW1fd9NXV8LC4vNG1YRs1gbHKRq+AtKPwGwAZKRrgsmAO2jcffCRCxyp78xEYvMiMbdfsCJyKE7C/ii5YmJWGQecgL/FsPLxqXP+ue/jqpvLBxIxqy66nuuPRSZ0P4bjbt7JGKR7/jxROPuNjlZ+46q7VTsDej1btuf3sQfhvF3Oxp4toXit9khEYukKkY8W0jG3yuFyLufmDWLzHJGKURE0kBjAHr2eGPKHUVTlx74JvuULaN9+Cieyc2nLhSNuykqjtwBBSBUJGKRxKZv3dphSNdFnggmSSgOyxS75nGFKKAiDymCDjpnO5TnzcLCwgKwRMxiLUjEIulo3N0eSCVikZpNfPkpaAI+Kxp3n03EIrNb1GsRSs+wXrjvD6c3AB9F4+4gYGdgzPccehPKLD8IEboua+zv2NhU6E1fsOvKbUvHV65vPdYDj6IFtp8HNvf1FC9E0Zs7oHUth6AEr/5SRA6wDHgB+C2ZdSfz2n82/xqgdFsmTqklv1setaWhfvUHD3rx1dpJuw/Na2qXPxuNh80JBwBhzydXTmg1XjLZ8oAXhnY9EDgPmWY7oD5YCdxLZuUCCwsLC8ASMYvvxyITnbdJkYhFhpqkovsjv7QNWfYkZJ78PvwOTZoOUBCNu47vaxaNu92AUo/gjs2pgonDy8Z9JxDAmHN7ouzzfYCla0sjEY272YjgJtfc1wJjUQLVsT9wzGaBEd7o2RVO+Z+AXsgxvRB4Dzmoz0R96QLHAyuQKhRGmfYLgaYezDsJ2Jvc1DZOTvr06vwOuancsAd8+HNXItiQeGFo1wJkagw4kPagOeQllwFDXxjatTci+Y1AOWpjy2jJAqDfYeMX/NB9t7Cw+BXCLnFk8f8QjbvHokSk5yVikYWtXZ91RTTu5gPBRCzyk4IKonF3OfJt+hCIJmKR+Wb7icDDSOE5LhGLPG22h4BTkYnUA24FHgGGA+8nYpGrW5S9PTLVjUTK0btAGUrJ8FArKI8bDRVOeTuU7b8W2AMtx/QIMvs2IYLyNeqDR0Z4o78lW/95Y5+S8c8O32dZj9IzcJy/JGKRL9Ysv7Xwr0OH3FdUu/iw7GT9W8h0PA0lqq1FymUblLbCf6j6RMyPoDztsPELvt6klbawsNjsYRUxi7WhHqUq2NLe3v8GFEXj7onroua1VLwMLgVGozxW/ZG6BYp289Bi0+NbHN8OLfPTDeXvGotIXAoRDf86JShrfAqZp45AUZ8gFeltfkFLR43wRi9HBBNEwqhwyndApLUBkbQnR3ijp6557kn7vbXymc/cOUBf4I5o3N13c0hDEj/pxN2z8jqcEUo3ORO7HDB3xynPP4zy1p2OzNilLQ5fM29YI1rSqeV2CwsLC8AqYhZbOHo7k9rjeO2C2V7nTvtWHdh53+q5ToB7W5gU7wSWJ2KRa1qeZ9JhfICUq+NbbH8ZmZh2T8QiM1ps7woUJmKRyWuU0wdY5qtwJrlqg0kn4R+TDbyOiNgzKODAjwJcDuxrzKYWBtG4OwcR3FgiFrm9lavDP6KHFFfltJ+S3bi6pDanbf3Ama/+ISB/uD2QErYVmYS1axKuFPL7O/+w8Qv+3xJSFhYWv25YRcxiS8eI7LbJ43scvaKjE3CSTSuDd2e3SwWBZDTu9kJO0w3At0QsGncLUJ6nElqkcInG3b2RYvVGS/NmNO4ORE7pN7TYtj/wGHBHIha5wWzLMefPBs43fmO/A/Za9U12n3RDIFkyuP5KJ8A8lOqhCAUmZK2tYdG4ew3KKr8KmfZWJWKRuT+9q7YoXIf8sV5q7YoAnJt4aRXQ8eGDd20oqltamHaCNwe81LPoft+BUlnMQKbJHoiQLUeK4FTgj4eNX/D/oistLCwsLBGz2KwQjbvdgduRqe66NU2MhtzsB3y1x7aPN3fZ7eQPwt3DJ2R3TNYEgqTCRelTEPG6GplWvwbeisbdAFr7z4/KBBGcE1sU/2dkEvs2j1k07oaBB82570Xj7iw0yfZHSsi2pk5PIufzJ4H50bh7FYq63BYYEs5PB1IhliF/ohxz7T8DId8h3ZTzB7Q24VzkT5Yy7TkKBRDsn4hFJq53x25hSMQi9wGb3QLzXw44oqYxXJC1z4d3ZYdSqWbgDJSiArRm50loCaguKBnunYeNX7DZpiCxsLBofVgiZrG54UCU5uAYlBbhbn+HUbIuAK6A9CfVi/P7tGm/NB3etuTTrDbpm4GJyFcrCZCIReZH4+5OiMzsjAjePchMdCCwYI1ghDfIRPURjbtHoQi4qcgPaKH5fDdKbtuICFMI2MaU8XAiFmk26lpblBD38vyezU3AArQM0UxkmnzZ5D7zkY38jvYw3/0cXH9BZrpdTZ9YtBJSwewj2lXN2Skn1bAS5QPrjFS7UpR0uCMi7fmHjV/wiwnAsLCw2HiwPmIWmxWicfdCtGakg1SxscCliVgkGY27v0MqUlfwnixYOmO/T58s27rzATVLivo1RpBJsAEpEzNapoiIxt3DUXLaJUCpKc9BJrA0cJU5NBuZDM9HytRA4MBELPJRNO7+Ezlnz0Vk6XY0+caQEpZIxCI3mus9gZS744DJiVhkXjTuPoPSOuwEpNe2zFI07o5GKwMk0ELX1yRikX/+nD612Lh4YWjXA1DON9/E/F/gpMPGL7APVwsLix+FXeLIYrNBNO6ehUyFX6EcYr1RKgg/seo4ZPbpk4gdWF7VdqvjS4evml3Yt/EVRIgSSO16FTh4jeKD5q8IeD8ad6Mo39fFKFryDOPgHzTbzkcmylygizl+EvAlWsj6Y0S02qKM/D1Q8k4f+Whh5z2B+4zJdVdz3OnAw8axf00kgNeAqxKxSLfvI2EmdYbF5oGxQD+U4qQOqZcWFhYW6wSriFlsNojG3b8iE+IoNJktNrveWTOFQW9n0oDOB6w+qNtvqmKIXE1EflshZDI8JBGLfByNu2ei/FU3IQKUB1yGJs0rgTvNeXcAn6IM8b6vWBF6WRlrvrdHPl5XIv+fHGSyrEdO9SNReotpZJKXRpB69g8UZbcDMjVmA3slYpHP1pJG4wdx6Mg3d/TSvF6/IOvVNx/bc/i6nmex8fHC0K55QMCaJS0sLNYVlohZbDYwDvXB71tf0UQl9ge++eb2jq8Ewuy89ZlLCWZ7QUSK0ogYvYj8dqKIOHUATk3EIk3RuLsNUqu+SsQiDSYtxUBz3humjGqkxgVRDrFK5KDfEy2G3gYpIB5yuh+MCN4CpMZ9iJS7ZYiI9UAEc6o593lT7tnAoUg1OyERi3xi2nkgipBc6zJKB/3x7T3SKWdsw8LQp532ro2g1BjPJGKRUeva1xYWFhYWmwcsEbPYpIjG3ZNQeogF63len6bVgbFOyMsJZnln1s3LGu55zrDCPo0FKFnqQciv7AMUGbkrcqC+GOXuOgkpWzeizPZjkFP+IJRiYqTZ1htYhNZL9PNBpYCPEKFqRqbSFDJbJhEh802FTyAFzl+v8ndI4Rtq9n+E0l4A7IuW/qlG5O0e4GXky7YgEYv8wbQ9C/mVfegrZ5Gz3ukczEmvKihtuhy4AqhNxCIF69OnFhYWFhatD+sjZrHJEI2756B8WBNabOsejbt/Nj5UP4S2K77I7bTsw/wOK7/MLS7o3VRe2KfxeTSGByNilEJ+XAPQkjKgXFTXID+wXVDE4yCUzf7vwF4o0i2InKybkSq2EJEsBxGlrREB604mBQWIhPlJXgPAYYh05SLi9g/gaUTyFgO7ATsnYpEHEClbgYITdgVOTMQijSjr/nXRuJsXjbujgM+R39gJfme49+21qKC0qRB4E3gHuORH+s/CwsLCYjOEdfi12JQYh6IaW2an74vUrPeRggR8xww5FZGfT9oObPiycWVwx/yeTQ5wP/ILew1FN85DZGoPRFz+jdJg9EGJNj9AxKcURU7WAw8hf7AwMmMOQnmh+iBydhTy92pG60KCfjO+71jKXLMfWkNxCRklbTUiadOAlci5/3+I7G0FkIhF7jBRkmlEHOuMv9gk0wfXoXQd1SgxqE8u/XU130WEcJ+WqwD8GEy06O+BMYlYpH5dz7OwsLCw2PCwRMxikyERi0yMxt1CRDx8vA2cBsxZ4/DDUOTiO8DuQHlWSWpkVkmqHDnLlyDitDciNn9H0ZZ7AvujRZmTiJDth/y13kT+YbugtBIdEUnrgpSqfLTW5J2ISOUiB/2e6LfSgHzBwohkfYFSFnRGfmidUWqLUnPsK2gtysORuXMy8A1wWzTu/h4lbz01EYtMjsbdE8yxVyFTJkgla0Zq14Mtlm0KIH+2vigw4f8tch6Nu9MRoXwuEYscucbue4Cz0NqPw9Y818LCwsJi08GaJi02KRKxSKplhGAiFkknYpFZQFY07l4cjbsRs+sDpFg9jZSk5UjF+gqZ/PKR+rQrcC4iJe8hNczPPN+EyFpei/+rkA/Z2Sj31+6IaG2LSNUSRMD6IL8tz3z3/3wTaLLFOZ+YbVko2rMGqWZVpi4PIfKzJ1L32qEIzl1RNCdIrQsAhxs1EBRE4AHjWpCwPORjVmLqsAq42ahcLVFi/vfi/+NZZBJ9fi37LCwsLCw2IawiZrHB8e8P9i5dvKLPER98c1xXCP4nEYt8tQ6n9UCJUUPRuPsNUqXCSJF6BHgBmSp9RS2JzHLHAfOR4rQvIjrvIaXtInNOMSI0XyPH9gJkdmxC6SYeNNc631z3LBQB2Qn9Rnzi6LT4ngbeQmSq2HzeA5kqc4E5qSZObK5x5gWzuCpc4L2HFLP/ocjLr1HKjHtN2WlE5PYEnjUKWQiRx4+icbe9SVD7b6T2VZnrvGeuW4RUPB9R4G/A5Wt2dCIWecn0q4WFhYVFK8MqYhYbDNG42zEad2+orms/fdqC3e4AZwRykl8XTEMmx/nIZNgJZb2/FRGmz9DyPlmIhL2HyMsxyBcsBvwG2BEpZCcgdSsPjfNq5NT/FPAfYHuU+6sjUq2WIDVrNjL7vYPMfiBy5ZnrNiNlLoCUrUZEavZFZsePkLmznROgfXaxt1Mw27sABQx8gcjSkYlY5HNT76RZz/JZFM2ZRDnGGs0588y1FpqAhkXIX+yvhpgNR5Gg70bj7nkt+vMdtLzSG+vY/xYWFhYWrQCbvsJigyEadw8A7iob8N9+9Y0FfD3rgBfSXs4FxvS4rmUUIeLViHyoZiRiETcad3dEZAuUNb8ZRS+GEYF6EalffRFBqzF/96N1IF20PmQeUrY8lCX/OkSenkXE7F7zf1vkO1ZCxifMTxZbjdQt3xzp/4heRCSqHuidbGC2E6BjMIvTEMm6DziZTLqK1YiMPZ2IRaLRuNsXEc8eQDwRizxmTI5zTF1OQmoaKM3GAcADpp9GI3NjdxN5+bOx30nje3lpXnSC3PbGv4c+sCHKtLCwsLD4Lqxp0mJD4m3g+IbmwlSfrl80XHXMHdPW5+Ro3D0bZb2PJWKR/wH3RuPu6dG4+yzKSl+M0lN8jcxxYZTMdF+kJPmpJf6H1LEuyETXEzgSKUuNiKhVIrXoUkR+rgFuQQ7sq4DnUJqNi1FyWBepb4ciFW2BuR5oWRsQQZyD8pa1D+VQDxydiEUWRuPu5aZODjKv7oJyjjUhFQ60GPgjaJmmK6Nx93+JWKTRLCB+IPDMjn1fOBmPbT6bdmgvcA5BaTbuQcRxCSKoa+vbItN/Vchv7Msfy+afVZy6MpCT3i5ZE7geET4LCwsLiw0Mq4j9QhGNu22Q+e3Dlotfr3FMIVoAe8La9m/Euu2M8mo9A1zWwhH9dRTh+C5KadGMTJbdyURaVpnPbZHyNBo53H+A/L7q0WLc1yMi1oBUqhBSsJpRYtdrUOqLACJC3ZBS9ZX5X4nI17tm/0EoDcW7SGGbj0yWHZBK1ROZRV9GUZJ5yIn/d8ic+AUKAEgjJexopNhVo9xmD6FI0a5ILcs2ZX1q2pyTiEXqz/jHw5NT6VDHtBc+oa6xZChwUyIWqY3G3VygTyIW+Toad4MoP9qkRCyyyPTteBRd+jkidQ/4CWO/D0ff6LZvrgq+GcxLP/HslQdc90PHWlhYWFj8NFhF7JeLI1Bk4IUoh9W3iMbdnZAy8xdgaDTuHuwvr7OJ8AjKvXUu8M9o3J2ZiEXSiEj9CeUbewo51fs+Urnmfz4ZZ/kUcApKC7EEmesazP7ZKF3F7ubYVYhc7YASq/prRYYQeVtsrrcvMlmmkakzF5k7rzP18/3CuiNH/zbIRFiFFLZ6pHIFG5YH6ld/nZfTaVhNIcqH1hWpZw0oivM6pLrtbM7z17f8K7o/96CEsI3A76Jxd6TjdJrvkF76xMWHvILSY/i4HzgwGnePQIpdAqiJxt2dTY6xd5BquI/px+ORSfN7EcxmebBDahqK3rTYguFH1a7PmqYWFhabBpaI/XLhmv8jonF3LDItFaBJ/XJ0719DZGTmpqpUNO4OQWQmiVJTuMBn0bh7QiIWqQFuMkRxR0RGXkPq0xGmzs2I1CxFEYZpRJaGmLYFkdP/SkQ0r0BKE8h8NwSZNX0/sTrk7D4A5euqQr5kxyEiNgupXkNanFOLFKutzPHVpg7HIDXrGy/NsIal4X3rF4YfRyTvN8iJvxLYDuUbKzSfX0Qk7XF0b/6JIjd902oIEcj7PC84wiOYZxK67gpUJmKROqTydUT3cidEtoqAh6Jx97BELPLnaNwtNWUPAsrXuC+FyMybDeyXiEVWJGIRLxp3LyXjA7dZ45YX/nBKQe7KA0oKF582vGxc+sfP+FVhJDAwGnfPXJsP4ZjKYaXAouFl4xo2ec0sLH7lsETsF4pELLIoGnffRM7nxyLfpn5INXoNKTl7AGcmYpEVP+da5m37GmSyOzMRi6wGGHLgh44T9Pp5KWfKe6/t5k/muyLCUIWSsPp1G4aIAEjNCiGfpj0R+QohcrEEka8dkKN8kynPT376oimrB4qS3BVFNaYQAfEjIGsRMc1CRG0SIkF7oqCAXZCitggRpi4ohcbB5pzjgWuRQrcS+YZ5pk2dgd2StTjtd6/thsgcSPW6GaWVCCIFbSJS1i419a0x7XzBtL83iiBNIkJ6LCKUnyG/t9ujcbcKeCgRizxo7sc/TP+ei8hYe6DKBE0c+P/vICCz6a6IbE4yfUoiFpnyPcdvVojG3bzigj0fLC5YEMzLefN9pCT+qrGGCrYPenEIk4kGJhp3nc5tp/x5x63zh+dm1746pnLYJcPLxqVapcIWFr9SWCL2y8bBSPFyIHlwp5IZoWCgObBg+XYRZB7rjCb79VqAey3IRibFIjSJX2G2n7/q69wrczs3/xkpMSBCkQI+TcQildG4ezwiSC3Np0eiCaMOkcbdkOqUh0hQLlKUPkeEqg3yGXsdOA9FQAZQXrBBZJYjaoPIkp/8tAb9BqIoYWwlIoXfINK0l7nu34AISnvxG3P9OAoKCJu2NyHF60BgLydATvudGxvN/uVIZVuBIh93Be5CvmLL0fJJuyPytBgR5jC6R2FT3wUo8vJMU88DEUG7BRHFrZFfHIlYJB2Nu/9BiV/bJWKRxf//lv0/fInMmUfTYqmpLQhNoUDjJ6FAQ3fH8f7zUwowi6v/CRHrEFqOqjNQl4hFtpg+icbd7KxQ3amQtfXAPmOH/fv9G5/YZ3CbwbX1Jcu7dZj+3JjK69Jo7NK9w1EPNCVzDnRI90cvUjsh87yFhcUmgiViv1BE4242IiWGeHheQ1Oh07ZoLmbbx0D5DykeJr/VJERKBv6Af8lFyMyYh5zOAXBC3lfhwtQ0MpnuQSkc3va3JWKR51CEon/Ns9FC3csRObgbKVxtzCH+9t0QUVuM3vabzHl3oAnlRhSBCVLQupvj6xFh9JCK5SAi2R4Rs0kopcTuyEdrMvIN64d8txaj300nFFiQQlGcvZBDfjdEmnohYgZSz95FZkgH+e1dgkjidsg8OxspdB1MW7IQCetsPvcz5STNsb7P3Adm35st+jCAiG8+WkvzR2Hu7e+Mo/8WBxOQstvPLKYErcHZDHTJ9qrO7O5N3bGOghWnVazo9dCI47YIs13fbuP/2ZjMO6m5OXtG24IFXiCQurJt0Yo2bYtWdG1x2H5AbdmAZ8pTqcASnPRU9LsZNqZy2B7Dy8a93zq1t7D49cESsV8u2qP1Fd8DdoGwV13Xfvrq2k59EBnYDakoP2R6aoNMfGkyqtJ3EI27IeSTlU7EIvkt97370u5jWWNyTMQiTSgysWUZOUht+hopUr2Q4pVChOMlREiWI9+weWiNyRwUlRhEk+d5iDRlI1VtlrlEP3NsGGXA3wGpHp0QKZtn9vdHROw+U8YsRJYgo1wtRarRHeaYmcjZ/l3Un31QrrBrUN+eYOrXAylgM5CT/VikQM1Bzv41pqxtEIFyTH1nm7bXmXKKTJsXmuPaALv65uVo3O0G3IAc/3cBDonG3RdMfZYnYpHl/AASsciv2SxVjIjwKuD+Am/VWVVO+9Bgb2yHguSKypuPf/XxB16I/fNfVx26DI2FAcik3IgI8fVDR86a30p1/xZFeUt+l5NVF5g6b4eu7drM2w0FaqwJB42fAcFguj9KDPxXNP4uAiwRs7DYRLCZ9X+5yEZk4zLkb/Rq2gvvAYGL0aLY/oLa34tELLIM+Uzt+H0TtFEirkSO8euFaNwdHo277yFT3RBkbhtpyipBDvqPIt+tIcgMuSMyz72Svazmoa5jp9TlLK1JIZ+pIxBpTCNlqiuZtR/nIqVpB0S6/FQOkxEhc8w1DkVqwe6IWL2LVL5+iKDFgUNQapCB5rgilBNsazSR34omdT/lxa2mDlujvp+AFjofjHzPsszxRYhg+RGhDcjkutjsK0YvT0VmfyUiDeExlcOGjKkc1h+RtxIUeeofO9xc81mjllm0QDTu7hiNuzci8/FK4OJELPKXZifnsEJvxSP1ZFdnN9Vt4wS9i3c58uOZn7HXsiV0f8fTuNgGjanT0PhrdcxePHj6hJn705wqCCOi/gl6KZuN6rymK0IAvQjdjAJGbth0tbWwsLCK2C8XuWTSM7wCNBhidYfZv05vvIlY5KN1OGbU2rabKL2liViktsW2EOAv/F2GlJs85JfyG0TCLkYE4nxEYB5HhGU6IibNwLKsqsYzu7w1bUrhzOVPTj5zjxyMMod8xcYgAlePcnH9DpGxlxH5ugBNUlujiSiJ+qwtIjlNyNdsMfLrWo6I1weIiC03x12CFLG/I+f7pUgFm4vI4RDTnjlIATvKXKMnUt/GIgWwvemL/yDFcCiKLg0jUu2Yej6JHPZ7I5Lau1PJlAH1DQUvJtPh5Yg4L0TqYjMiebXm7102QARkNO4ONn3x3+/LUbc5wphdhwDL+3SprGpoys+qrmvfBJ3OAU5zaAy1L5rtdCiZuy1EXqhyOn5a5XRcXZxekp0Mzw7NCA9aMqzvy/3nLO+b/2HwMI4puJOOofkgMnwFunetjlAotXtxwcxHt+724X5I5ToFSA4vG7dkTOWwLkhZPYnv+ksGUdDKKcPLxq01KbCFhcXGgX07/oUiEYt8DRyTiEXeTsQiDyRikUc35fWjcXcb9Cb+WItteyHz2y1mUwzYIxGLvJqIRSYjAjUFEY1/IuI1E6lUOyKS9k/kXza0unfbtl//aa/CKaeV7Yl8wBz05p+FSFk/ROiOJKMulSMfMz9XWBUZstNyPckgcBXKZzYdkcRhSN3aBfm1zUI+XklEJncEXkVmxM5me6OpV5Upp9bsb0ZE7FJkIkqba+5s2tsOkWgHmTT9yNFcFGXpm1JnLVnZx5k4Zy/nq5n7BZDjfg/TD/9BJPwARO7G/1geqWjcDUXj7ifRuPv4Dxz2AMoF9/EWprDtCjwWDDS9kZe94ovFK7ea1tBUMAdS4/BS1VmhxkBxwSJnVU2nlvnVspfQbVZdqCg9eLvKyc1ZOYsaZgS9mi8CJGs9VlKSXEaX0bcH7rt/6MhZ1S0vNn5Uae74UaUOmxijTz+vZtBWYyvzcmoK0L3vaEhYPoqiHmwOTZPJyeegoJUzN3V9LSx+7bCK2GYM4zv1NjA9EYsMX9/zE7HIRnmzNTmneiJFaIpJxromSjH+S9G4+2fk+F6PSWgajbsnA18lYpHPonH3BuRXdToiXsOQstMLmdg+Q+SrBDnm/xu4Acfp0NCxsL0p80pEQm5DSpof+ZU050019c1HpCaKiM9/kb9ZATJLueZ7KSJi7yPyF0Mk6kW0IoDvV9OfjLJQba5zBVLIBpGJ6tzenHsaUuNOQarZajKrB7Q123JMnYvN9yAiYHnItFkGnIgUrt97hM6YvXiXE829+CYad481fV2OzGZp04+Tzf07zJx/MTLdlqF0Dwch4rojmcl6bdjGtHcwIo3P/8CxmxMmAmM8L9DRI7hVVrhu94CTojmVH0onqW1MZ7WdPm2wFyzMehFkdo/G3XO6OTPo4s3dpYgVnwNDuw/svPe+Tc/GKArnj+XU4Cqn81noHl0+flSps4QebduxoEtQLxy3A2407vZB6nD199Rtg2FM5TA/Ehj0jH9vTOWw09BLwYvIT3Eb5OvYH/0misyxfx5TOezV4WXjZqxZroWFxcaBJWKbN0LI56imtSuyBs5Gk3h74Jto3H0Chb3/KRGL+P4nryDn+XaIPDyfiEU+jsbdAShH1SPA+9G4uxiRro5IXbofEYwHEfl4ORGLvGPWSvw9mvw/QvnEOiBz4B/Rm/4QZDqcgwhYErjalNXOHNsVLUHkK0N7t2hXPvKnewSF959i6vQ5IlLTTfl/QQpajqmjjx6IxOyPyM+X5nMWuoe5yKTXn8yajzOQepaHiKK/ruaBiDD2RBNoypyzEili7ZCiFkamsX5AeTTunpOIRaaZBcT3RASzKBGLXOtXMhioy88ON/SrayzeFQL3mPs41/TjZKR4/dA6odNNO/w1O7cIJGKRKmRKRpldhGjc7QpsveD1Dp1Kdqjtl5uXvr/FOZ4yl+Cb6N8E3hw/qrTiAw4d0UDevg0UfIJJv7KIXseCc9fXDHl6EO+E0ziBG0fFzg87+9yYIjCGH1nNYAPBj86tQmMuC6VLyQXOGV42zgXcMZXD5qPfaA9ExEDjqS2ZiF8LC4uNDLvW5GYOo4o1rU11Mmah3sDM71GlNladBqEJ7QBEiKpQBNnxiVjk9TWODSFT3sdGYbgKEY87kIL1NkpUejQiH3ujSeMGNLmNRMrOsUilehv5txShCeR1c347U249Ij13mboNBs5AZvjnkCN+ABEPkAJ2CiJCQaQUvYGiK7dDjs3XIWXDj87MRYToQeAcc0yjqVNXMkljz0Mmza2Qz9lAs28pMpWWmO9+zrAms28lInk7oAl1lekrz3xuZ86rBu5E5K/J3I9FyNx5m2nf7cDtJkv+IGB5btbyd+ubinvlhKtrG5qLF6Ko0SPQWFrxYzmzonH3UOSr9mAiFin/oWO3JJgEqG1/LLJ0Lef1Guy9sfu+3mNHLaPr86vocHkPvmmfRVOHJMHUcroufsX5Qxvwrrp/xCm3tTx3/KjSrsCioSNnbbDf75jKYVlIEf4ckeXz0Bg7Gb1gXI18EA9GY2dXNH5y0Fj4ELhkeNm4WRuqThYWFt8Pq4htRjDrBJYCd/m+PIlYZK25i6Jxd3v0wAwjkvLsRqxXHyDX+J2RiEW+RGSIaNzNQ+pQf1Mf/5zOyNS1JyJi16FcY42ILE1BRGQZMr1+FY27vcy2j8mkdOiMnOMLkYnvYGT62wultShEJPAy1A/bI6IyEE1G7UyVmhHBecuUl4uWEdoTKUB1SNV7Azn290Eq1FT0O3nD7PfTG3yNFLorE7HIbWZZppgpO4jUuD8jkvikKb+lGaiYjF9aM/Lh2s3UdwqZ9B1+nrMgmiyrUcDBscj8CZpAR5v29kQkdyHyCbvN3I/dgX8BbiqdNTXgpHokU9kTUYTgeFPOl6wbXjPX2qSLxW9smN/cepEwg4umsvPQPXg2qz0LHmjPgoHABA86hUgFOjK346nelXfsNXLmmiTsEDQ2XkBLahGNuyPQb+CKn/pyNbxsXBPyVfRxNcCYymETkZp7NFKg02g8OWi8BtD48RMEz/op17ewsFg/WCLWyjCqVltEUP6LiJXvCP5DaIMenI38cC6wDYG/AUPMepBjW+4w6xzWIZNdSzyBSM485JuzZzTurkjEIje3OGY5evD7Zb0YjbslyCw2wewbZ76/RCaD/zaIcLVFpC4fuAmZ1SYjwnMwIjj1ZHykIshna7bZdxqKcHyNjBqVjYhjLpmUFtmIgBWbbR+Yz3lAaTTu/gspSlmm7G3MNYuR+bEMkUDHXMNXtFJkTI5fICLmIDLeC6l/u6CJMW3OnYaI1heIvD1iuu8IMuba7khhuwW+jRb8rbnul03JwouAnCcuzkSzrg+M7+GHP3rgrwf39efDxdnU/RGlh3gT6Od76TsQBu/s8aNK/zt05KxPW5wXQmOmJ8Bdo844e0+82GdE3qoLtN8Y9fwCETD/5WQV+g156Ddahp4phcArYyqHLQD2Hl42bpOtRWth8WuEJWKtjwfIpEPw0MS8VzTuXoDUlrU69yZikXejcbcjUOOrZ72dSYXIvDdupjdg6Qas4yTkV/UflEbiO4jG3WLkgP58IhbxJ5p3kGltFCI67wDDonF3j0QskorG3QgyH8bR5PUXRKK2QpPTIuRIHkL9szgRiwyKxt3VyMSyAJFWv88azblXmG0X8d20FIuR0tANLWE0ERGpJtT3J5rPRyPFyjdxPoF8su5G6tgXiJytNNc8w5TfjEheD7P9Y0QWC0z5AdOWbDK5zhxEyD7CrBuJ1L0C5LdVZvqiAZHtTsjn7G5T95eQv9ZOSMX7BpG/tLln90Xj7n3ITFna4pp/BbaJxt3TErFIgzHJXQQ8mYhFfJOtxQ/AREMeBSxJjJz17vhRZ60GTkX9fCKZtBCg8ZiF7llLvIl8It95cdTOnVZy4D8G8razM29Eh8VmnbARqj0bqac+isgsZN8d+YVtRWZe6IFepiwRs7DYiLBErPURRhO5H303DU3EvdFD83ujrNZC0gYj81gamQF/NqJxtyea3AOICKwN7YE9knWBeb2dSRNmegOakY/XX41vkp+BviewczTuTkUkrC9Srt5CfixzkO/K24hIHIAWJr8S6BCNu58jha0TIoQOIj8PoMi921DusID5W4bSZ/RH6lc98qk6HSlOeyLi1g6pA58AFebcXNSHF6N78WfkT7MKqU6lZBYP97PgT0L3wM+kP9HUaXcyyV8LyKTIyDP/dzDbj0Mq1yA0SQZQVGXKtHuA6e/lKM1FW0SqRiHF73FE0pYjU3VbU8/uaEyMRaT3RFNfPwfYDaZ9lyBTMADRuDsKEc3hiVjkFSxaIgf1zWwUXOKvCLGc//+y4qEXga2A8eNHlfo54p5D4/7BQpZXbBV6z8lNVuOJeG8M9CdDvCBDFgNkxsia+3dkM8mPZmHxS4UlYq2EaNztgtQgf6kex/z9HaV6+JdRK3y/jdk/lgMKmYtGINVmbdcMoii3vojgvZqIRX7/I2WehiLy3gPGGn+xvEQs8u0yRYlYZNphl775+69Hda4A+kfjroucgl+Pxt1/mDqVoQd8exSd9x7K0XUzIjMjUJqKo4BzkU/W4cjs+SGKNuuOSNFUZLotMW0pQYrOLLM/RCY7/d2ITIH6tx2aPLuhyM4J6B7cmIhFHo7G3deQwnQmUqpORr5kc4FjECFKImJZg5SvUxH5GoCUvD6IiOUhpet4RKhCiHhNRfc0jYjf+aau3c19WYUUlI/R5N0NkaqFyASbQj48TYhUvWDqOwaZrCchgtaOTCb1bOCWRCzSHI27DyO17iCUzuBFZPL9jtkZ+cCVoDQerU7ExlQOczCKzvCycfWtXJ390P3x861NQ6bhm9B9uRPdfz8Rbw/ggfGjSqeTWZf1DPRS0L2Wws45beu92nbZZM1t+NNGqvOn6MWnDvlUDkABKT4cNM7fRGO4F7DbmMphweFl437NS19ZWGxUWCLWejgImdz8iLkUcux+yBAu/634TKRY3IR8tb4XRol6b237DKE7g0wkXi6wfzTuOj7BM8fshyIVR5kIyH8hxarGbHeBHtG4e0oiFvmvOS8YLnaKnZA3OatNchUiJQ56yP8LTZ4e8oWagny6nk7EImPM+XEUXXgcImOPIXLxBiI+O5FxbF+MSMhLpj92R0SoAyIxwxFp2xdNdvcjEvM/RHC7IL+wPKQ67WTqekM07v4V2NP4qp0KXItI045I0fJzguUgX5teSGXwk5pmmXr4TtZFpp/nkHG8D6FUG28g0n26Of4zRFa7kUn6WopUvICpwzRkProMEbQFSB3czZQ5wxw7ACkzeSgi9ANz/zqael2BlMO6aNzdMRGLvAsURuNuXsvxgMbCNYgothp+97eX+w8d+PA/Swqc4mDQaw8Uxl859aOJsw5484FzTr5+TOWwHkCb4WXjvvqxsjYg/opUydPHjyo9ZujIWWPHjyodRMYn8WikLrZBpKYJjf8GRIgaUcBHKdC9gULvkyUHNRUtWTZhKM+/tDEqPLxsnO8rCRA1+camo5ejMHqR8dc0XYFUWt89wBIxC4uNBEvEWg9PoYddpfl/KXpbLeG75siv0QNyasuTo3H3bjSx/3FtSpnx++mKVJQgIg3DySz/8xmw2pgOHWQCjCCylY/81A4DZiRikXHRuLub2e6rSSUtLrdnMMu7e6eb5n9ttucCvuoyxNTzcaTUnYfUq2YTJboEmeIc0w/PIVPoGEQsXkfEZwWa1F5CxOYmlNz1OOSfFjD1uxCZNrshkjIQEZBtAk7zivzclfvU1hfNTXs5pUg5CpljfJPcrSYB7eFocppg2rEE5U+7Bpkf89HkmoUmsxxE+GqRotUJEcfDyagi75t+vtWc4+d7WoYmwyrTfyFzbhtEgueY+3cZMiEOQarcu4gYn4xUvWPJ+Mx9isy8b5l2ngJ0j8bdL01daxDZnQMQjbv7Icf/24GKMZXDso/ZCw/4bWurIaWdPj6xOH/RnoGA5xNep33RrGHblb7e7z8f3P+/QICLga5jKoedANSbqMGNBuMfVoLGRw/g5fGjSq9E6nExCrp5B/12JyEFrDPq9/Ho/r4wdOSsCeNHlf4eGDiJ3b0pgSGNwJOXxe76SUEU64vhZeOSYyqHbW3a8Q4aU1uZ/0PM9qzhZeMaN0V9LCx+rbBEbANht70ri9tsW39PdrvUbc9fv9+PRpQZ/67n/O/RuDsNqT7dMJOjOe5dlOeHFseWINXHQ5Pz6jX2O0j9+jt6w30PTczXA5PX4pBdjLLVF6DIvOWIFIwEekfj7pHIDHMHcgiv5rtJZr8xdfYf3sVk/KneRSpURxRIkItMZhVIcWlC5pAh5rpTkWrXCZkEt0ZkpQ5NYi8jQnMMIoUliNj0Mtu2N5+vIZOosj3wakHukhwvHY5mh6pn1DfnJIGpiVjkRNO+B01ZOyBz5nTkkF+D1KtOaJLaHk1U/0CqxummHluTia6cb/a9iu5nH7M9ZNqXg1Qr3x9ntukvx/RjZ7N9tTnOD15YhsjebKSODUbqSx80DkpQwMOlSC0rQ0rjweZeFiNV8HrgpkQsUh2Nu+Fo3O1Pxm+tCqApmX3IvCXb3ZiTXTUCmS7XC8aE3Q947efmuMtbsaB9c9fw4mBeY0fMMysU9LyOxTMJBHDNYaOQL2GPMZXDyoeXjVvyc675IxiAlCzQPWuPXghmoTafg5Sxg4eOnDV9/KjS4UiJKiTjl5U3flTph8BJQ0fOumfoRqzsD2F42bjmMZXDfLU2B/2+vjBktgm9WFhYWGxEWCK2gVC4dcN9ed2boslaZzfkp7S++BA5WM/+sQMTscjKaNytAJoTscjqtRyyKzInhZCqsgvw4prJVlsgD03wILL0JTJ3PW7O9yMSH0YT/G4tzJk5iCCcinIi9UZEoglN/G1Q5OFtSB06x+yfgJYyyjbfc1Hi1v8iUnMmUhNmI0WvGzJD/hlFCB6HfLiOQoRzF0QC5wCLln2St9WiNwqHdhhSvV1+j+Y5BT2bH62q6/Zf8IqQAgbQNxp3L0dRndsgc92jSLUqRQRysOmL1YjwLDZ91Qc5+2cjM2jAXDsPkc4G5GtzMSI53yBydbXph45oQs8jk4rEQ+TPj2LrQMakGTZt3x6ZGvsiAlBCJo3HIkSmx6BJ9X1zXC5Sa7ZCQQ3LgFqTXPciNE5iQF9/Ee+3vzitc0192z4O6bM4eP2JGFJf90Oq0E+OxOztTArnFJzZ6+z7bwrl9l7ybSSi41DrOExBZNMx7RyEiPQHYyqH7TW8bNz8n3rdH8GeaBz4qVdSaHyejF5knkH31I82bEC/qfbAtqa+EbPvNrTYdqtheNm49JjKYbsB3vCycVvMIu4WFr8UWCK2gZDbOflKIMQRoXzvjZ9yfiIWmQFcG427TjTuBhOxyLfmIBN1eATyq0qa4y9reX7FS2deDt60EYc88AR6M38c+WPtjybef7Qorw/fXfcuD02YW6OJeQoiC5XAM4lYZFY07m6FiEEboCAad5sRqdgbTT4LEAlog1SoyUjh2hXolIhFrjBO/N2RCexZc/5VSOmKIp+sVxDpONX8bYvMjSNMffZEauA8U+cUUt12NPV4CViy5J38c1N1gV2XvVdYX9u5aWLBySsHAl+AMxSRns8QgbsUkblDzfWfMHX7IyKALyKlyEO5uKaZa7ZB6sH2iJTNQr5895n61yHSWYSUkBAyRaYQAStE6pNjzs1DxG9HoBbSIYe04xEMgDNP2zjIlD3f1HEkIjnzkAl6OFIu/RxobRGx3Mm0twSphc8jYrYPUttWAl/4Ywuguq7jx0Cd9xMUEd8snqx3Fn19S+eTdn+h8qXuh63e3/RnxToEnXyLmd6A5mOPuvfG4s4rbkHm4GwyLxh7m8MCyGycJrMw+gdjKoeNGF427ocWL/+peBqR7udR/6URUf8D8m/8Oybv3PhRpT2RSX4MGust01qkkL9eq2N42biNsi6thYXFj8MucbSBEI27nRD56YJSEIxJxCJPreW4AjTJ35eIRVauZf+1yJ/n2EQs8pHZ9iB6274tEYtcsuY5Nz1f3rswb+mkZCqr+sID//2DmSANCXsP+DwRi/ymxfb+yG9tPCIWs4G/JWKRb8z+YWgyeSkRi/whGnfborB2n1AsRD5dxyFlIo3Mei8j9es/aNJ5D6l1Y5BicxtKmzATqYLViNB0QcTwMUTeokhVuMCc8yc0KV+DCNvWyJ+sBBhcvzD0es388FZtBjR0DOV6OYEgIeQvtQsipl0RWZpnzh1r6vkX5A/WjIilv/QRZFJitEHE7COkbGWZei9ERHE1IoXbmvZPQqpZf0Sc/OSwKVNOEilaSWS2dTq0mRoqKZzHnMU7eA3NJS5SfLJMm/9i+qAQkaiLEZn82NyDO9CE/wgiYPubPu+InMiHt+jzVYgw74QUyvuNyfJJRDw/TsQiZawFZv3P84CHW6wx6hOx2xpXBXbESe8ayscLhliIiPQpLQnfj2FM5bB8RDoHo3sRQmS0ZZoFWnxvSXSmAAOGl43b4A+58aNKO6IxXITGezMaP/eiReLDZJYYugndr06m/n5ddx46ctbnG7puFhYWWxasIraBkIhFFkfjbi6aMPsi1eP/ETFEFsrQEj2Hr2V/E7ovvcksNPwimuBfXcvx1DYUz3Kc5D3OumXYX4re0N82KldBIhb5Ap0bQUSjByIWj0bj7lzkq/UOUlBmmfauiMbdExCZ+StSe4aadicRwXkO+aadY659DFIrDkZmnUpECHZEObxcpPb8GylNV5uyt0K+TUchJWIJIiRhZEr1sbs5Lje3SzKU2yX5lalzyNRpKCIuWch0l4dUlqA55mNEQIsR2Vpo9q8y5ftm2ip0T3Y2dQsgU9U/ENHzEMnZxvz1MNdciMxTRWji9h3+PTJZ+z0guLyql7Nsdanj6Sc62JyXJhN59xRSyF4z92wBIqz3oHtZbM4JICXmv2jcvWvq/Ywp98xELOJG4+4tiIx9ioIdvkQq7FrTVkTjbgcyCUL7R+NuO2SKvdukXbkoXJh+3QloUfRUkt7BELfzXfK0LqgHEqa+MTK+WZj+SpGJWoVMLizHHDvMtGeDYujIWUvGjyo9GZHcW9H9bUYKqx817K+wcBlSW6vR2B0IJC0Js7CwAKuIbVBE424PRCy2Aq7yFa0W+9sgEtQVODcRizzwPeXch/ymoolY5P9FLJk1GduYNR9/rE57onUiXzffsxBp+hy9uXdDk0YPYBd/bcto3N0VTWDVwNbfl+HfHHsiclLeCRGfVShH2n1IwZqGlKEoImj7IIXoNEQoipG6sA8iW7eiSexOc0x75GN1KJrsLkA5rnZH5PQNRKTOQ6bJO1BE4GJEdt5CJtKBSF2Zb67Tl4witRSZ4QLo/vjm3MMRaXzLfM5BZHIVUsxWIFK4CKkhoxBR+hiZznxy5Zlz8pBC1t70/RJ0r9NIIdyFDDnLJ+M3lkJE7g2kAF5n+tc1/VBryl5o+uKq2rnhODAjv0fzEkQYVqPx9xwiNUHgN4lY5Ito3B1i7t+9ZgmjH4QZg5NMGX4SWkzb/2XaFPXSpvEpUsEwlcBvE7HIwh8rf20YUznsGZSXDTL3DUTI02T87Hw46L522hiqGHwbQXkXyn3XkhB6SBFejMbktUNHzvop61haWFj8wmEVsQ0IE434Q8kYXeSj04RyOOWZtRrXxIPIv+f7wvDfA4qjcbdPIhZZ/CPVehkIR+Num0Qs0oTWHzwFOcPfhVSeP/Ndkw6ISPwWmL82EhaNu4egPF5fAjckYpFHTfThZ8DbiVhkbDTuPoEIz4vIZLkvGVNmPlJpUijabS8MGUSRfmmk7jQiEjEZKThhpBbuZaqyI5rwzkFO/EVI+emCCFQ2IlW+z9tJpt0RRNiORr+DnmScqjugvr/I85iXTtKxekZWm+L+TZ8g1clP0REwx++C1Jf+iOBuhZTCejLL2sw1bc9CBKwIESN/AfQkIp9h02ZfLQuQUeIKkGN3e2Tq+saUA5lkscuBLC/F1vNfbhN2HDr0PWtZd0QCR6HxeampS7LF+XVkAiDWJep3tlHBzkBEsK3pw3w0vnKBRifAy82rA8cHc9Nbm/PWmYSNqRx2GBqDFwwvG1dFRk3uRCYlCKZvniPj9O6bBQcjoliMyOwGx9CRs7zxo0pn8f9/P0k0rh8eOnLWRrm2hYXFLwOWiG1avI5Mbh+iN+h8lHD0O0jEIu9/XwHRuDsQmb26AHtH4+7/WvrcROPu1kjxet6kDXgeTeC+yvEWUqYOR75FeUhpCgC/icbdfOSg3wS8HI27Q6Nxdx5wayIWudNc42xgNJrk2gMfGEXlWaTq3GqWx2mDVJNXzLUK0JgrQYrBjoj8jEEJV59FRHUBmeVYKpEf2LhELDIqGndDyMzjm5+6ocS415BJvTESER7fH2coUpB8x+rByFy3J1KQViI/sbC5P1n4iWc9JpFmh6w2yTJEWmahSX4/U1Z75Lx9MnIY91NqRMx96m3q0RYtebSD6bcas60EqWme6Z9GU+5y870KkZomlPJjT6Q+Npu+ugVFm+5k7m8v4GknyAklg+viC14q/h9yHi9Cit1YpNS1QyTYN2dfb8q+Fpk8fxTmJeKuaNz1zaG++ucvn7RLIhaZaA7/el3KXAOnoX5+xCQfvZmMmTmMxmwz6q8xaCwdg8itg/r15eFl4zY2EdreXDvb1MlfduuOoSNnWZODhYXFD8ISsXVANO6GzdIweWji/SvgJmKRJ9ennEQscjlwuSE7w4HdonH3VuQAf9JarluKCM//ErHIg2bz5Yg45KN8V5P57pJGb5s67gJMSMQiJ5qyfhuNu39BKtYDaPK6Cqk3xyOH4vPQxPZwNO6ea6Lb7kFk58Zo3P1vIhZZgsxpi5Df2E3I7HcbIoBTECkB5eJagMiCn1qiKyI6DiIXDyCi1AYpMoci9SZtzhmGCFq/aNx9GqlAk5G587eIuISQqdJB5G6cue4eiMRgyp1mrtOAJnhfWZlh/rZBk+lnyNSW5QRwAiG+zumQTiLS2s1c3zHldDdt/hKpTAsRGcK07yvT3heQKfgN0wd+2pHlyNzpmyGXmDpWmfbXmP0N5rz9kWr1IFL3SpAJ905TpyykvJ7YYbe6CzvsVuciFSmF1MmpiVikIhp330Nk7DpTj6tNP14E3zrc74BIxQCkEv5nbaZypKi2a9HmZqQ6frOWY9cH5cif7Wuk4tWbsjuSUaCC5u8RU//ZqB97o/t4HRsf5yGCvhdq851DR876jr+mSfPSB/jGjxodP6q0x5OMaJof6H8HenF6dBPU1cLCYjND4McP+XUjGncPBT6Jxt2DkbluElKUfv9Ty0zEIrVo4jodTaTHRONuS6dzjCP8a0i9uNYoXQA3It+lLKTM+FGNbaNx9wKkfNTw/yfBixFR2gGpR08jdeRpNMFth8ZDEJmaOkTj7mBE3BYjR+wmU/+nE7FIj0QsMjwRi0wwZTyASManiNT8D038q01dG9BkeieaWBuANxOxSDmZtA9VZMxyvsqXjcjJNsg/6M+mvv9DE+87aPKdjUjDHKQ87YUI3TdIBSxAE2ERmUz5ryJ1cgegXzpNfTrJKs9jLCJwIWCoE6R7IEg/0z9hRL7CyN8tC5k3i025bZFf3bumvbWIGJ9r7qe/luQSRDYbTJ83IfLoL4vjmy97mf1ZyOm73pxzKxmH8CPQmpI3IfXrGlO/PBTMsNjcm5uAh4yq2heNwf2jcfcSs2+eHyVryn3J9N+zKH1IN9aOyej+P4qy+x8HXLE+aSrWhuFl4xahPnsW+QX66uFqRLYaEDFbRkYBzUJm4mRzMly/bHX3typeOuNco6htFAwdOasWKYlHDx05q3xNEmZwDHpx2gHgjlFnnvE+h83uxZfTQ17DQWGv7uxo3O26sepoYWGx+cIqYgZGfboS+TtNb7ErD02GtyPTV1s0Kax1TccW5W0H9EjEIq+Y7w6Qk4hF6s0hy9Bk4kd5HQu8ZtSy36KcRKUoYqwB+fCQiEUmROPuFOTf9EEiFmkyEWyfoUl8FUoVsV807r5tyj4ZOWd3QD5jg5GCMAUpIO8gonUXerNfgiIl9wVOb6HG+W3L8Z36TZ1WGvPlPWjSjCDF7yZEWH1CcQvyF+uFlKCEWYi8HyJK9Ug1OhaRJpCScyyafGvIZK8fikjNZyhNRAoRwBeQ/5vv/9SDjDn496ZdHyB/qZ7INNwJKPaS5DQsCQRzu6RPdIJ8gojIvsiktw8iPL7C9g5KVzIcEbNSlGrjQzKLdF9v+jpFJvfVcjIRdkFzz2oRGd0PmXYdpKT91Rz7trmn/0Skai5S7CahFQn8frra3LuA6ctcNJZqTf2/NP14HwqSuBOZyzuisf0QGRxitvsva8+SSVD6HSRikcfJLH69oeGhF4Z89Bv4EvVtWzJrmM5BJHYbRIizgOJgoPmQtoXzAo1NObcgQjf9/5W+gTB05Cw/ovX78AFQdEj63prxo84K1nNkwWKnt5Pj1QR7eJMaljudd2wm73A01iwsLH5FsFGTgFlT8XZkppuUiEW2abHPQQ/x/cz/Q1pkle+FlI6/r7lsUDTufoYm5MGJWGShucYViHCMQKThDTQ51yAH5wmIdFyPsthPBB5NxCL/7wEfjbvdkJ/Xa6a8IxD5OJeMAuNHF/4BEa2/ms93I+WkCU38p6LJ/nhEzA5BZsvOiFiMRQTvAGSGvBjlGBsbjbvHItPM3cgR3F/KZxIiIW8jcnA6IrUBRD5PRUSkL3K0X47I6baILJQiQlKPVJkJpo2PIKf8XEQcD0P+ZDOQCW0JIg0BpJ4MMseMRQSmP5rMzyaz5NBxwCAvzYPpJDWBMCnH4VM00e9h6hNEJGiaqefWiJj0QYRlazTRZyPyNxX5xh2KCERnRB5Spk1zkMKzzJS9tbneMnOdb5Apchtzn25GjvEhNC6eQ+RqD3PPjjL3dgpa1PxpMsR8mumHt5H5dBBSHs815e8JPJmIRR7CIBp390Xmz14oyrTn96xp2gaN11cTscgLa+7/ORhTOcxpbM79yoGcrHC9P56aUf8GyJgnk0iV64P63wHSnvftMQ2Ow07Dy8b9XFPpz8L4UaXbA7d58M+m3MBZqfrQrm87Jz00i4FHeZ7XvSlQ+EEiFtnrRwuysLD4RcGaJoULkPO7B3Q1azn68B3CU0iBajkZnYkms+Oicfcp44Pl4w40kS0y35eiCbgjmvzK0AT/tNl/I3ob/hBN4P9Aqttj0bi7ZzTubhWNu8VrlH+nOW48Ik69E7HIy0jJuRIRjvmI6L2IFKJSpHx0RerBAUjd2RWZ+/YydctGBOAhRFB3MPV71tTfd4C+0ZzTASlhzyH1Yh/Tbycg4pSPzIerEYE5zPTP+Uj9+Rz5tZWYer6PyMwHiGx2ReRrjilrqTlnOpm8a37S0DcRAR1p2vUm0M7z+ENzHYMaVznHIUXoH0gVuwy4yAkQCGYRdBy+RmRnT1N2ytThapQC41SUtiKCyNUByGRaSWaZpssQefcjLAuRgleHyEQ3RJRKkSIYRuMvF5HRnZGS5ytBbRGJHGD67g7kI9bd9NsctMRUFnJyvwKpn43o3i9ABKyPuQd1QK9ELHKjac9n5qUDgEQs8ia6708jH0Q/qe2a8Ilnp+/Z/5MxcfYwPp92cP8vZ0R6p9MMWzile5fqZYXd0HOrocWhITIRp37AQLPj4DlqURh4ZkzlsI4buo7riYXArFSAO8MN6UguTcUR75GiRqfg7KZA4Sz0smBhYfErgzVNCuVo0tkrWRuITH2g/ZN7vf3+sk5715yDJq0vkcnupjXO+yciJM8g019XZGJiDXVhO+Src6S5zhcoym0+IiNFyKxRiKK/uiDCsxeafH+LVJt/R+PuFYh05CCftQlIbXoiEYt40bjbG6V/+CQRizSa6MUxwEyzfyAyy3lItcpGhCJAJiVErtk2EJGEatP+vZGqVZeIRT41ZtROiKjMNok8b0Gq328Q0ctD5KAGKWGfI/XqANO39yBFx3dWT5NJwxBA6zwOQySwM5lIyMmIDB2IFJEgIq5RpC7dZf4fiYjCDKC5YXEwndsp1R75R9WZOmyLCNNySOe0K5zWeWVNz53TXo5PugvMtYeYPuti7nmuuRdnIuLXxdyv5ea6frqLlaZ+q5HStYP57pvWapG/2tGINFQjE+vhiLg/afqz0bQ1gXyOms25l5t6TkEK64FIPfT7NYTGk58TbTUi/Hsak/xZaByMAG43Sm+VMTlfBGR/Xzb8RCyyJBp3j+P7U638ZFx/7PXe+Q/dGS/MXbZL7YrCvjhewZT3t/d2Pvz9FJmggGwypt80mWSq9UBjOs2qZCrUORRMlgYCPHnf24e/1tCcf8efDvhvTctrmbFc/3MXKP8RHAecEUzj+AMrQOpkx0u/6DmB3cgkDrbYQpGVHVzU3JT+0ZeScFZgcVNjqvOmqJPF5o9fLREzOZDyErHI3EQsMhmYHI27Nekkwx2HLl7aWQYUJ2KRVchkRzTuHm3WWJyLTIjvJWKRv5lEruVIESEadwsRIWiDiMZlyNxXR2ZNw6VknI2PMcdfhyaYBvSGfwK6R2eiCeZjZF7KRuarx5EqMhXYKRp3JyClpRD40CxL1AGpVk8iFegOtMRSN0QGlyCS1BmRpomISDyHSOJQpLx1RirVQSgvWX4iFqmNxt0RGD8oo6hsi/yOnkBk6UZELgaYvxnm+FpkhnsIEa0BKKP+fBQsMB4paW8j81gOmfQTbUw/zjGfQUR2kOmnHqb/HjRt6Qm87jh8kdctdTwO7Uy/vIcIyxhzvgcpqus79U57WX3JJAgNmXqfhMy7D5r/fzT1PwORaT+dwh6mzQ8gRbSn2d8dKVIhZHo+BJG3FaZffTVnAZqUZ5m2n4lIVg4aH2+b+rxv2uD7jjWSUTPLUGLVKSjJcDYihGFEOo8gk3Q0YP4iZjkt35xchlS9LpiXEENYPkSE9NhELOJ9TyQlAL2dSb4KO2GmN2C9/SDuPO38SwEefmffU1Ytahvvts2sZ0zdl5o67Yb6tR0iXz3RWC0A3kp7oca0F25fU5//kUdw74bGNsOq6tqdFo27/80OV0999PxjHrng4duOLMjpdHVNQ4e/s5Z0MhsK6TT7pNKOEwp6BBx1/kJ6elle7RHnehePAzyzcIXFFormpnSnRz/8cevyibu985MVZMdxjkJK9Tae5036qeX8xGvfD/zN87yJP3rwhr3uQ8ALnuclHMd5Cxjhed7Hm7IOGxO/ZtPk48C0aNwd3mJbm6w26dTWZy69pcMeNfskYpFZ/g5DMk5C5OAqpB7cZrb/GflJFZvDj0Tk5TykGN2NzGDPogi+mYlY5Gvk13MeMg3OQITgcaSM/J1M1vY8ZG7sgibHHZCqdRDyM7sLKTHbogl/JlqP8H+IWB0LHB+Nu7cj8nCDuZ6DJvKRaFKfj9SYXOTbNgVN5kciEjgEmd2Kgb9F4+4niBwUIBJ1iTn+amQ+OxWZ2D5Bk3EYEbRpSEnaESlL/0bE8B+mjGOQyTJojlmFyGY7RFLqEOnYxfTDZDKJWx9HkZ4hpD7ehNSmS4GBwSwOC4YpRUTtakSInjNtWAqhgqZkoZ9aw1fo3jX1rTX35loUZXoaUmMmIUVsjOnvOtMPpyIfuMnowTnB9EEuIldfm76YSkYdm4rI3QGIjNag+19i+mEhuv8HAL9J1jtfrPwqvH86xWFobOQiE3ASkdSBZFSiyaZuC8z9noZMvwehMfqquU+fmz9Mv11o1kjF3I9tkEL3rSnzB3AyIv/91uHYtWJM5bBe4ezUCT22n/14560X/gURrcHDy8Y9in5ne6H7/yfgRKQY1gPNoWDynzlZ9Z8tW92rMpUKNDQ256Wr69uudpzkpdnhmrvvG3f4/l7auT4YTPYPB+vrv68OGwIX3fTwo83JLM/zIA1eLXlee+Y3n8S1Y1Ggx64b8/oWvxicgJ4NJ2zKizqOE/Q878xNTcJ+DfhVKGJ+HrA1NueTWatwjNn2AvBJKNdb2MIh3zHHLEGK1SA06T6CkqUegUyHdcDT0bi7hIwp7t+JWGQ2MDsadz9GpqHnTVbyQ9Ckmofe6P+IyMBBSIXaFk3MD5iyXkIE6l2k5sQROShGzu5LEaFYjBSLXZDKU4vIwgRkggqY+pUgAjEdkZ5s0459TPnPAZh+GBuNu+ejIIBBiJycZvpsX9N/O5n2jEET/DlIHepNJpP7+0htuRSNPc+0/UazrcTsX2bO89NN7E6GoH6CCFk+Ihp7kkn+WoCI75GI0FyC1KoZ5ngHkwPO9PG9iLQ+jUj2AHBykeXoXURswmSiPm9H5r5CU9bBZHy4rkRKZidTr1pEQAYteD3/hrY71J+X0z7dGZGdA809GIxI8Cg0viaaup6OVL1c0xeVSOn5r2nXvab/+gazvfYFpc0pJ0AbMgEFg9CDujMaO7ua+z4IEc93UXDIzshMeQEi4KPMvR1gxi3mPrdNxCI1AIlYZHw07v4R+GodzXivmWvM/rEDfwD1SCpKDC8bt8RsS5n/c1A/Vw4vGzcVYEzlsAPQPfJz0B0eCiafzQonU3npquNnLTrm64DT+HoqHWw39pMznsJxvurd+bNLp87fcwwbEStWd/rq46+GTCgbOL7Pguw++Q5BpxPTnUJWfYiUx7+OH1V6+dCRs77amPWw2HLhOE4Benbti+afq8z2fVDamlXo5esJ9My/AD1HjvI8b7rjOIeTicZeDpzoed5iU+5dZNbKvcbzvKccx6lBz5sDgPMcx7keo0aZfXegl+564EhTVgdkCeppqn2h53nvrtGOIIqi91dRuc/zvLscx9kZvUgXoGffaZ7nLfyevgii+dGv84Oe5922/r3a+vjFR01G4+7RaLBcmohFHmuxvSciJndiJh9kavRaHJOP1Id/IQVmLJqcuyPzVDs0Ye6HJtAiMrmWapD57Gs0iV+JzI9VaOC8hybNpxAJOtecn0ZKWC6Z9QmvQD+soeb6JyKyVI0m50vNsZejdA7XI9XjdyYR7ZWI4C1CpCVo2nMOehPvZc73UyiUmnofafy+tkNkZSukwD1jrvkFIh1vIYXQN5cORYpRGv3g65Hi8zYiNt2QA/2+SIk5HZG2MCLDhaY/LyKTWf4MRH4nIkKxyly7A5m8Y4+b+9gHmUf3N2UtQIR5d5Sd/lVEwHY2fyvRRL+HqUeWaf+25t7UIHP0dEQ4SxCBbiCT16s9CjpoMMd8Y+5PYNoD7bdpP6S6uM2AxpTj8BwiYtmmfz4w92QuUqxOQrnYvkGKaRaKmNwREYvnkK9eE5DyPPqRZpET5FP0YC1ChLXe3Je3kfLnX2+uaU+x6deUue4CND6XmD7cFz3EvwISiVhkHFsIxlQOOxRNKguBCwGnqTnwXsBxAsurulVlhRrdcV+esnfaC3UIBRu8rHDTu7UNbfdblzU2fy7GjyoNAB1eajrt84XZ/ToXppZ5OT2qzjxi/v1fLKfD6G8Ycv9lI+94YGPXw2LjwHEcbx1Nk3iety6K8prlnwjs53neGY7jvAf8yfO8TwwRewap1SvQ8/N+z/OuchznAqC353kXOo5TAqzyPM9zHOdMZN6MOY5zC5Dted6F5jolnuetdBzHA47zPO8Js/0tMkTMA47wPO95x3FuBao8z7vecZwxwN2e5413HKcn8Krned9mIjDlnIuez8d7npd0HMfPv/g2InRLHcc5DjjI87zfr800ieasmz3Pi5gyiz3PW7W+fbo54NegiHlkMo5/i0QsMge4wiyZ81808TwZjbsvIZJyEpqcL0SD+nM00WWbInZDE+4qU/Z2aJIvN8cvQpPlCGSG+obMwsTHIzNcPRqMnyISApllg5YiVaWQDMn5GCXNzEGDtgBNzk8iknGRuU4/06aTonH3FURYdjZ9Mc+UvxqRwALThqcQCemHxoXvHwV66yo1xzWbuv8bEYLtkAr0BJkM9yVogs8yZfgRo0MQUahHSsuniAQM8Z3Bo3H3TUR+0+iN6O+I8PVAptlCU4+Vpq5fI6XyJfQQOpnMm9hniFz5KUP+hUhbFKllLyFi2xH5UtUiotLLXKcWEbaupg1F5nOz2d6ISF9b06bH0Nvo1mSy/KeKB9aN85JOP8fhEjKJX3uTCZZYht7supkyq839OAKNh7PQ+ChEecvqERnfzXH4LUEeQ2+5QTQGhpKJiD3IlLkSkdV6832hacPh5h6ON9f9RyIWqYrG3b3NfWhj7tEWQ8SGl417EUWKAjCmcth985ZtT4c2c0mmw4W5wZpD+vcY/0Ju1urDsrNqgnOW7jAkFKz/Jhp3+/7cJLQ/BpNvbPGV0bePbNOnZnxtTl7ggCf+Xf7RgH3uWdGu1259mLDbnyr+MeeuEee6G7MeFlssTkDCAugZfwKyEgB85KtHjuNMR2o0SBnb13zuDjzuOE4X9HyeabYfgPGFBvA8z4+KT6Fn0drQhF6cMXWItChrW8f5lmcWOY5T4HleywCZA4B7PM9LmuutcBxne/RsdM25QfSc+j7MAPo4jnMX+r2/9gPHbtb4xROxRCzyTDTuvvwDDsV7IIKwDPl/7Y1UmoNQGgk/Mu5apMgEyfTbp4gcZKPJ+TXkZzWLjH/YPshE9BpammZHRFa2R5PiI+Y6WWRSM9QjIjcQvSG8iWTnTua4JJmIsSHoDWgKIhR9EQE5Eik6A5DyVU3mxxJAk7pnrvlXZDacZNpXiQZ22qwr+TAiovMQydgBEaWRpi57IYXwHHNcQaqBhR6kQzm8gX50ITLLHNUhAvMKInQfRuPu1WRUs88RcXwNPWzuRuToUVPvw0xbcxA52tX0zTnIv6rB3MfzkJroIoL2NhnCdr859wxEsLuQUYyKzfU+QRL7aEQEQQQrbO5p0PShH8F3LVI29zP9DnBD+7K655HZb4zpr2mIGMVN36bNZ5+0DiGj2EURab7WXDuIxshIpFLWIIL+PFLaBqMH1A5k0jnkkklEW4ASum6HXiTqENnyx+q0aNzNRgEmj6KxHDIrPeyFlOVqtiy8mJdVO/STKYcu7tXpi52yi+bn9+n60Y6hUHJ5OhUKTJqzT1dIlyIC/3NMqOuMNxJ7V27TeUL+5TtfcnXjLrmXf1Dw23tznDqvozfbWU7Xh6Nxd9dELDJ/U9TFYsuAUY32AwYaNSoIeI7jjDSHtJzj0i2+p8nMWXchZ/vnjIp29Y9ctsHzvNT37Gv2MiY1P3IZNL/s7nlew9pP+144wNee5+2xLgcbxW4wmqvPQfP379fzmpsFfvFEDKAlCYvG3efRZHUFMgnNRJPfW8ik4yHz28VocK1Ak/8/yZipAmgi3QO9bSxGE+oVKI3FUDQR/wUpVbOQX86+aKJ30MC5C6lTb5gy/4gm5F5IHQkhUnU3MjsWkXEgr0LmsRRSoLY3x+cgklCFzJ+7IJKQiwhLnTmmDhHD25DJ8W3TJg+Z/7qiCft4pIbciMyruyKFpgwpYx6a9I9CZrYmz2PBii9y84sGNOSFcrxVaPLPJbP4+OGmvhORItjG9MHXZNZv/JTM4ttLTZtAhGEpmfUcFyEft2ZEiHZHClUBMjsPNvd2P0Q4w0jp+hz5W21r+uIfiCQPJOPjNQ0REs/0R8r0vUdmuSPH9FN3U6cv0JjxU22cicZHmakT6C0vglQ6n1zlmX0pNEayzf2ZhB4wuyGC1guNwc/QeN0ZqZE3ozG3NyKpYVOPtuYajabO80w7fb+KUUhZPMBcaz80fi8kow7eb/qiM3BUNO6+hZZD2iL8GoaXjXtmTOWwVzu3m95Q11B4SCCQOre2od0L1SvbHtyl3ZStt+7+/nNfz96vA9/NTbbR8c2igc3Pjlxx+xd5e12WCoQDdRQsq8w+6K2mprxqfjhLv8WvE1Hg357nne1vcBznbTJph9YFbZBYAAom8uGiF9cLTbklLVSx9cVrKHBmlClrB8/zPl/jGBc423GcN1uYJicDHRzH2cPzvPcdxwkD/TzP+3ptF3Ecpz3QZHzZJqPVR7ZI/CqI2BooQ+TnMkRI5iNzTwhNyiuRE2E3pBDkmX0F6EGdQpPkdmgi2xlN2p2RanIBIhGvIJUlhSbN/cmoLg2IuPwXqRrdzbZ70SRbbb5PJEMAq0x9/YnbJzVLyPgppdAkW2/OqwAuS6dpCAQYiojKdEToGlB+tCtMu/PNOY+jAZ1C/lcOUnFuRhN1njn/ZDJL47yIIh33Bi5yHM5ps01D33CB5+fx+rNp4wjThoOQcvR6IhaJROPuY+Y6f0fko6+5DzshMjHX1O8yREhuMH3QjEhWb1OP3og4+slHP0EBCP0QITrf3IMuprzPTR+/j0yljjknl8yDqb3p+/lkpPy2pk+eR75yJ5n7lm/aey8ihCeaPn8MEcILTb12N23LRuoVpt0HowflB0ilKzR9fR8KSkiavj4ARcJeYfojF42nSWRMqtsiYrs7GbO3gwhldzRGHHMPD0XjMmnaORO9RPQ0bd2eTPTlUDQ2PozG3deAikQsUsdmjuFl4/yIyBeBF/902t9vqelTfEh4x8bl3TtNvfeSQx/4ojXqdeSoD5f+W0uWdfQI7vzvP50w198Xjbt5KLfZzyK8YyqHZQNNw8vGbRHE2eJ7cQKam1riKbP98XUs42rgScdxVqKX395m+/XA3x3H+Qr9vq9BUfc/Beebsr5Ec+c4JDy0xP3oufyl4zjNyFl/tOM4UeBOx3HamHNvR8+xtaEb8C/HcfzsD3/+ifVtdfwaidhQRAS+NJ+HoklmhOfxWPWsYOeCHqmTAiEaENlpRGSgkUx2d9/fbAnqw2ZEQtKIvHVBKtaZaKLdE5nk/Ozp15jvuWiiD6AJcAByjs4hsx5jMRkV6F8o1cX/TB3GmTIuRkTpADS55pu6F9YvDR4bLkx1T6V4P5zP3029ctFk7efiCiLF4y1Ecp5Dzu7DTDkvIDIwwbRvCHJ4DyJC9wT6sYTNskeVWUVeESJWq007nkRO9tsiU+tlwG+jcbcPMgsPMWXvjfzcFpq+bWvKaI8yxftk1TN1OwT5jPU0bV9hjnWQUtgbkZsc87nStOUcRCovM+WfYK5ZgibrR9C46GHuTx0i3wPIJGHdHZG0AkTK9kKqIYh8+yT5YPSgbEuGxD9l+tyPDnobPZg6IPPqc5glshDZSpp274LGWb459mGkrq1ADveHmfaG0EtHmsy6k76Poj+GGxERm4ECUe5CCulOaFws9tIc5Hk4TgAc59s8ZyFzzK7opWGLi1TyltOpR+3EupJd53qI+G9SIhaNu0ehl6YbkRIwC5gXjbthpNTXIkV3DCLy64wxlcO2QuP4MzRebkNj+oYNU3uL1oDnefuuZdudLb6+1WL7Pi0+v+Xv8zzvWRRJvGY5NXxXIfO3F6zxfZ+17fM8L4HSxuB53jKUvPiH2pJE89bFa2z/HM07ax5/2trqgJ5DWzx+VUQsGne3AWYkYpHR0bjbHU1Ulcj5sQiPPxf0SrU1PoZpNEkuImOW8siQsHoUNVmFVJU90GBviya7zsgB+zA0UWajyXQ1eijejkjEv8yxz6LJvwQ5n5+CiNseyKT5BvITSpvjDkL+Wn9BD/J+iBitQCa3V4GiYHaqzgngpRqYgtS6fHNclalrCE2m3ZGpawBSVm5D5GE6UlvamTrdhQjgWER+ksip/CG0aPl+iJhVmrZPRIrjteYa5yHF5Y+mLjcjkrmd+Zxn+vZ10++zkHlyKCJX+yOihfneEylIWcjvrBmpaW3RRHcRCocegIhLGXqr7IVI4TBzb183fd3LlHuuqd9riCA2IrNeG1O2f73l5rNr7u2fTN3SiPBVISXwHVP+A6Ye3dG9nmPKPhmpcfubPi1BD5nuaNw9gwJBZqNJOokI/3HmHnYy97HQ1NuPAPSVQwcRvs+RLxloot4djZmsRCySjMbd35EhsH9ePTnrpFBeKpTbJZUOZrHcHNsR3f+dkZK3xWHRPv2WD97lpWQ4O9mxpr5o4JjKYS+2UM02BbZBJDsHM2mZlS8i6M3+VvQ7WWc/sTGVw4KI2F2EnkHT0HOnJ9B/TOWwscPLxn2wIRth8V2EswKL1yVZazgrsHhT1Mdiy8AvioiZCMh/k0kLcRQynSw0ixg/gZSL3yO14yQ08eYC1TgETJxHy/xIvo9Nku9GAtahSakretBlIcI1Cz1AFyP1qT2ZCXKl2Xc7ekAehibDz8010+jBez8iW6eSWbQ5jB7YC0y7HFPmE4gY3YQm45OQz9YhwE5ZRXQG6oNZbE3GOTs71UD3VJPTGC70Qo5DkWlbMSI9883n3dCkPwURsjnIn2xJIhb5jenzr0w9ziQToVhg+u1UpDL1RP5qXyCS+CwiCGeSyQf1JppERpr7MQF4OhGLPBqNuznIdBhAZsrepq+KTN8+hCav901/nWi+LzXXGWzK882cf0Bq0yRErLogJS4bqVg7oN9GPZkVERYhwrzIlLO9acsEZCa8AE2AUdOmJkRs55ljDkVjZCgiP0k0Ri5AJLvQ9PdKtOLDQpOv6x7Tn+8hNTCIxsCLyAR+Fhln3GLTvm1N3QvIREr6wRKDkbI2ByktVyE17pto3C0yfRZC5H5GKIdRydrg+YFQKttsb2/K3Rs4JhGLjGfLxNMfTzxij/ZF03ctKVx8XkFu1dljKoftMbxs3MwfP3WDoALIWUvgw+coSOK9RCzy/LoUZEyY1xTmnT15vx3uOzcQSIfNy2T/FoeVAI+NqRw2dHjZOBsEsJFgly2y+Cn4RRExpNoci4jSoYhkzUAmsuloQvwwGnfbojf6S1AOq6+AIY7DfmgSXYYmHJ+QpZGq4E+wIaQ6ZKPJ1X8DCpFRbbZGE7jviD0fKT4FSG35DJGIQYjM3YbMTPcYZeIMpNw0I5KyJyIYzyBy9Gek5OUjcnSkqcMM0+55iMCVISL0CnoLLwQ+Wj01a6sVn+ZP7XPyyjmOw3Hm2FJkpuls6ry7aXtHZNaoRKrfJ8jcBiJOIxDhehsRixXIpHcTIkel7Ytmr15R03VAOh0+xNQpB5lYq1DqhIMQkVuAzHL7AIOicfcdRC7fMmXua9rf1vRvRzImxAWIZAxFpsePELnLJZOqotRsazDnpM31nkKm3Q9Nv4eR39s+iJTkmbZlmT4MIdKSZdpSau5PZzT+XjLXuNDUyfcHKyCTTX85GjtvofHqE53+ZuH5VUg9y0M+HH4usC6IgKXILIc0G427PFP3pDnWN4dPNPtuN/esDQoAKTT9cioah5cjBTMfWFXQu2lPMisC9EHj+W+IiG5WE3oLReiZ4WXj3l/bMdG4W1xcsOCsvt1mxJqTOe3bhhcE8oKrij2PAPDZmMph7yHT+Eh0b7cBJgwvG5c01/gT6sdbf47PlclZ1mzK7I9+K9clYuM+A+6Jxt3A1f+7ZI/84JLbahYXhcbft++QsR8d3dSyjMsfv6pDaefPzjhol1TzrEU7ntrQnD+5pq7YK8xf0eg4hPnuyikOGjcHoQhnCwuLzQS/GCIWjbunIoXlCTTBvY0iwB6Bb/OG7ReNuzcjc+DjSBlpRMQohCa2GuRA/3s0+fgkzE9+2WS2+75hM8hMUGlz7iBzbABoB6ml4KyAwFFoYs9CZOUkRM56IBUmScZ5+x3kNB9GpGqKadcB6O22m7lWMYoGbCKTvPRuMrm0SpEStQypdYOBPUq2b0qWbNe0lRNgB/QWXmrKCqAJOdCiTwqQiexJRKw+N+tpnofMf4MRSehg/ucjU990bUtt39ic/S8v7XVCiuTHiIB0MXW8lkxy2CuRIngwIghL0KQ/iozz5vuImM5C0Y5fIBI0EZHSKLr//clEme5m+sYzfd+GTCTmMKQ2FSJy9RdEEN9FilQVcDYifUGzvw9Sx6qQf1kuUkTnmnt3EFLc/LxdOWTM3fegsfcbtNzVEdG4+x4ioqDI256mrdciM26YTFLhIYiIpkw7guhl41A0hvzIXF85zENmRAcRjDGm3reYc7dHpPZoRGLjiOzORr+HZnSfG5Fv5eWmP3YjM143B5yKfE4ORr/BtWH75mTOBSWFC9q3bzMrEPCanWAonU6mqAsFaeN57O44ZKHf5GDgklQq+MiYymF+JGNfMtGvPxvRuJt3+B7B10LBVE/HwXeXIC97+V+mz9/5r9uXjg3lt6v2VsxvtwtSRb9FONRYmUqHSovyVjVvWzouRGYs+C+QHt9dhqoWOHRM5bCHhpeNa6n6/5z6O2gsrthSomgtLDY3/GKIGCI0nYD/JGIR308nsZbj3kUT6FLzfxtECALI3DMXTXQOmRxMjaivssiYEH2n526a+/DMkn5HoUk0BdRCM93afd1+0cp+PVLpvFpTxmwySwy9h3zC4sjP65ho3J2BCj2PzLITLyCSMRH5Gd1lyjgLmbj+iBSsu5GSU4t8llaiCfk3aCJ5FNjOcajCYRWZNSrz+K5JthkpOrXmupchZa4/IhztESlsRibCLmbboyjv1ixEQvpB4LXq+nZdIBg0dXsQKU+7mWsMRhP8fORXtRWZ1Bx7kzHDvWeutZPZ1wOpmQtM21YhtanW9MdXppwAmUkpDxGvlvex0bTrKOQ/Nd+UgbmXadOPOYjwdkOTfR9EGj9BE393c9+6I0K6J1IKYyhAo5/Z3sPczx3IJCFcTiaBbjUioJeYe/clIvDfICI2DBGzHETSxyGl0FfM7jXXa0RqY6k5Phupxn7k6Wj08tKICN8c5O83FJHNrmhsNCDiNTkRi8w0prArTR+tlyP5RsbjSBV84geO+SA3u+qUjsVztssKN+6CXoYC1dXtAm0KloNeRsrQS9AdTc2h4uZUzl3BVLIxJ6thFjJVb8gIxD0WLusX7t7xm2RzMvRENO4enZda/FHXHpOiK6p7hRev6jl7wYTSV1ct7PjJmiemvcAzTc25p3serwcCdEO/ja3Mbl+dB42J2eh3cuGGImEGe6Ho3SuQr6aFhcV64pdExP6DVJGH19xhJo570KT6LJo8R5rvS5Da5PtwzUAKAWQmRhCxKCXzcKvDJMoMBZvSRflLvLr6Ni81NJfsRMahvxmCK1dU98oqzFn+/qq6vD3RJHsxMisGgW6JWORFYy7184p1QORqBVKPfk8mNLcOTTZz0ER8OZpgzzD/jyTjx9YOkbE30GTqAJcnYpFF0bg7BikwbdEk3UBm/Uc/3cETpj+vQSrX/9BbdwDltlqBlJ8zUXDAv5Aa9XekRO4PHALOpxA+gMwC1tsgMrUIkbCbELH6NyIdXcmogJ+advU237MRgbkf+YZNQJNBTzJKW73pm+wW9+s2RKLOQKStGJG2YnPNLubehJFp92kUpfknc/zFiEC2R2bP1aa8Y1pcy48i3QqRs5nmevcg1bGtKfu0RCzSNRp3BwKnR+NuDSIEt5r+vRupW73N366mDX0RyfKQuXRrc1+2I2M6n2vu60oyCX9rEdny1dUe6HdQY7Zfba6/2NwPgGsTscg8E91XbxaAByARi9RF4+65pr82GwwvG1eLngHfC7OCwxtw1htjKof9G43h2kCgudbz6BcIfBt1vBswJhRMNjQng+mqujYf5WTN98fjF2SyiP9cVH48NXrWFzMaxjencrYHRi19I6db/X579Cxus4iC3NXtA93zuu9cMbcpkyNYuC5640XIL/FbjKkclo+eU39DLxVp9CJTggooRmPkZ2FM5bAQcHXbohPaVNV23S0UaO4DfBCNu4F1XIP0F4mwE1qUJPWjzvohgoubvaT1J7MAfiFrTRp5/AVEJH6zpkQejbulSAkrQZPYY8jnpgJNpM1kIpVWkjHR+QpWLVJXdjSfc9AEZiIkk7VZ4dq6puaiAnCWkkmlsJKMEvM6IgyFSA26BE2kn6M31Z2R+fA1c80TUUqIhxHxaG+u+TWaSENIHeuMlKrTzbVWItOJ75ydROTgAXO9WkSalpp6/Q2RlwVIyQmSyVU21ZTRFk1AO6DJfgma/JcgVegwc/4xiChebdpbhsjYAaa9q1HerSqkVqYQKatFhOU4RIIdpLjcg/y//FQP55FRZ0abfjrEtP95U/5pSEHMM/Vrb+p4ASZvjemTCebvtwDpFB+mGxmUTvJNVhF1pr65CJeZPt/G1Hk6ygH3VzKLiafN/4WmXvlIWetrykiiCTwM3JeIRf4ejbs+mV8G9EzEIt9G7UXj7h9MHbqZcqeiidQ3iX9m2hU2ZVShcfWS6cteZHLg+akvSpB61t8c75POfyGzXhMirIchdakrcFUiFllt6lQINP3AKhVbDKJxN6tPl4/uH9Dz7SHpdFbeJ1MO79S784cN3TtOzUL9HSCTCNc3Zft5/JYiX9Sa4WXjPt2QdQLK+GD2Xc6gDoM7dJtTu8e2T6VS6dAnpw15ff/1KWtM5TAHje13EcluBr4YXjbuzRbXc36KOTEadwOD+rw8qrTz5+fPWjQwvbq2a1ZR3sJlhXlVd78/8Xe7eF4wnohF3ljfcn8JcBzHG8V5P3rcSP7+k9aaNNc4Cr0obuN53qQfOO5yz/Nu/CnXWI+6XAj80/O8zT6X4OaMX4oiFkImLD/HUXPLnYlYZJYJC++CHkovmm3XojfbLGTa8f0dHDTh+1GCUxCJ8SevLKS6ACyG0MSm5jZD+a4K45DJweUi09LLyPw1EKlfvZBy8gwyBf0RmYY8NKHnqHyeRBOln4PK9wfbFSl1r6G33y5kSGSQzPI7tyG1aCAyax2B/KwSpkzPXKcdmazzu5j2tTPXGoCIX60paxtz7g2mT6ejN/FLzXm/IeMv9iFKvXCuOfZBRJo+N/18PFLtFpv9LyDlpzNSKJuQiWw4ImgXIYJ3p7k/F6KJsiMyz1xp6l1n+v42pOoVI9KTg5LXPmyumVMzM/x13dzs0va712yL7vNLZBKc7oKI3iJTfhKRpCIyka4PIWWwDilF7c1fg6l/GhH5DxKxyN9NHy1DBK8t8HI07h6IxsMHSOFtQmMvjUySfoqKZciU/VtE4Meb9vtJXzuY8sPot7DC1LEdItNZ5vMX5hpvIfLmK3ptyZgqbwZWR+NuZ+R3VwmcHI27XYFkIhZZwpaJ7LlLtytp32b2zC7tJtdv0/PtQ/NylofIqML+JOkHUPgvKB4a1y8DyTGVwzoMLxvXtJby1xuJWKQJGD+mclgEEfgZwCXBQNP3TrZrgywAV1wMjDtmr+uWoTGyYHjZuNtbHNMe+Ec07j6diEXGrGdV20+es9cuOVk1tX26fJaT9r4k4KTaNTQVHh8ONkxqSuZvyjQgv0acgH7zJ6Co5+/D5Sh45TtwtJCj43nehlAuL0TPKkvEfgZ+EYoYgElP4az5JhaNu12QE/K//VBxYxK6GU1adyIiVE8m4/x8RDyqkKrgP4A/RgSmD/ohHE5m6SA/t1MdGafZWvN/ESIM9ebvVfQw3wORmyxEkPzcWgeTUd98M9JW5rppNBl3IpMj6nBkUjob+UkVIvWniczajgOROWsCMgtehMigH214DDK/HWjqtIpMmgXImLRKzPHVaLKoMtuqEMF5B5nkTkLKYxKpe1WIvMw27S9CUY0TkJq3IBGL9Ghx355Eatd0pGI9a+p1IzK1nGOuv8zULcfU43xkGu2MVKObkckz37RpMlLqahG5OgJwPI+3qiZnfV7Yt2lkIPit2bnO1LsHIo7nIjPqRNPH3c0x/ZDSVGaus5LMQuJvmTYPRWrfNESy/ZeC25E5dxki4/9EqtseiNz1Qvf5QzROL0ckaix6K77V1K0c+Rq2N3XqSmaFgQZTp7CpUx+ktKXNMZPIBJxUkfH7ewyRy35m24uIjJWTUTRvSMQiG0wV2pSIxt18oPGYva7rhRTvFLrvLX0KMZ/9vwDqo2/Qb/lAP6Jyc4F55t0PvJaIRe4w5srk8LJxjS2OaYfI/HOJWOR/61m+M6DnW2f16fzJ7TnZdWEyJBX0m/7d8LJxszZEW7Y0bGxFzHGcAvQM2xd43vO8/mYB78fRbzaEnlOHIvebCciK8hf03P0QEfND0O/4YDSur/c873FzjUvRsymNXjjuA570PG8ns7+vud5DyKo0GVjmed6+juMciF56s9Gz+3TP82ocx7kZPWuTwGue541Y37b/kvGLIWLfh2jcvR1N9JegARVEKo7v51OFJru3ySgww9BEWoXIDIiQfYVMRBE0yCYjElSMHsx9kZqRS0Yxmm++v0JmSaTZSC37N3K2n4F+ODE0ke9tyhqHCOH9aHD3JZPTLIAI0UREDhqRwlOKSFKRqftFSJ06Ev0IT0Zkax6ZhZ8HIV+kBYg0DjDHHoDMe4NNO8uQClOMyUdGxh+uxhzbiMjYCeb7aKTU9EFE6Dxk5sxDpOJNpPi9be7J9ab//RxIy5CptxoR3nNM3fuYa22HSOY3iGicb+qWNtd9E0VcFiPydSAZ89JTpm/amv6ahZQ3TF/46tY25pwX0QNsARoLu5v7BSSX5GVXza5rbDMfggk0Ro5B4yhg6vON6WcPkaOj0Tg6ESlwk0x9xydikb+YFCb3mGs/h8zLt5r6JBFRmm7uSQEieLuiMe6b1jzT7pcQ4aslsyRXrbkPjaY+VeZ++gT2Y+SEfTGKtLyAzKoGx6E3YQdol4hFVrEFYkzlsN5IXT0n2ewMDIa8oFlBILDGoX5gRzqdZubqmk7evGXbPXTT8VffsKnrvC4witdqkyZjQ5fdach2j05oWzSnfVbID1T6tr/SwJXDy8Ztlv2ysbEJiNiJwH6e553hOM57yId1HyDH87wbHMcJAnme51U7jlPjZ793HKcUzTNDPM/7wHGc36Jn6W/Qy9tHyC9yB/SbP8DzvDrHcdp6nrfCcZw3gYs8z/vccZwbgYWe593lOM4sYBfP85aZtR//BxzseV6tIXTZ6MX4PWCA53me4zjFnuetWt+2/5Kx5sNmi0A07p4ajbszonF32BrbnWjcHWR8LXzci5Sfj5FSsxxNiKchsvENIgjzzf6t0VtFE5rQPkPmLf/hXIomrm3JLOI9DSkkPokpMmWmkfltHprkfRVld0QS4miA3ti57WS27fXGveFQfX9zvfbA8kQsEkFEobdpT7Vpg6++zUNKyH1IZVmA5OIxaJJ2kdnvA2Q2PAv5cCVMG6YhJcmPKOxg2r/MtKfZ9OG9aJJ/EKWM+NC0L4UexDmIcD6BiFWFqfP5SOm7C5kBdzL1r8Msi2Ta18X8H46I32KUyf9opDx4QHMiFrmYTJLWPyCy+KzpmxlAbSIWmYoImn/fLzP3Yx90n89GRPFwcz9AD4yuiJw3InNvnbkPc0x/745I5gXmc4GpS2N+9opUOh0cAukDUeToVmjsNJIZO9WINN+ASMxIRO4GIAK2i7k/D5rgjYNMu+vRwzHX3JPq/2PvvMPjKJL3/+ldrbJkOWfjHLBNRmQRl5xZksiZI97dEo985IMFjpwzAo4lZxYDFpggE2zACXDOWZaVpdX8/nhrGB0/AzbYBt/X9Tx6JO3O9HRX93S9/VZ1tZW5m12fi4DUkwhcfmbPXYTGVyMCoo0IgBYRMD5fEaTZaGv9OReNzah9twT4IhmPViXj0RaLK3rW2hQiGJvrouwCHD1tbN8R37y7ZWjSx0N9d00T/72LONTqd9/8vIUbdGo7dce1WdFVkWQ8umhNgDCTltmLBo+rrm03tqWFZZaDzZcnUMzhelkzciSKT8V+H4lA1AnOuSuB4Z7n/dwmmume5/k7W7cHnvY8L+153ny0EN4SzSmP+DFfnuctsesftGeE0SJsRe7srZFNGeWcG4PCaTZAc2o98JBzzo8jXi+tZJ0EYsgA98FOd28leyPQ8S//g2Q8OiEZj15KsMsxjIzyAoIzIE9AzNIBiHXKQcanCQGFTREweBuxL10RsFpi309Ck/YLyPDX2DXN9pxPEfvTFjEy+yP2KgcN1o5t8hY0t8mbH8oINXW0+ne254LAz1GImahDxngWYkTeRauYgcj4foPA0FIEEhchELUfYmhOIMiFdoTV7VgEgJ5AyVkfRy9bG3vOBgTnP+5PkJC0HhnqEDLgIxD4uRYxX2/b308jYHat1aEtik8aafc1AXOT8ehMBNreMN3cbrrsi8DdybFE6nUEhCIIFNUhILOJ6ej9WCJ1u+l7NgK/ryP34kwE7Px8ZvloQhln3z2DmMct0SaGWdbGLxCwK0AT2KHIPejHC7ataWjv0i0ZyyHUHgGj3gjsHmhlePbZngg8bYdA3mDEABZZf3+FwNMGaFL7xur4Csr7dRAasyHEtnW2+j+CduLugtjED5DrwXcnRxGAq0LvwHLT8QAEOiMImH2EGKIiq1u59d2btBIDY1HglGQ8+hXrrjwLnJuZ3eTNHt+nJRz2XkZzhe+Wbua/d08TCuHCznujXcGcQ9d+df94ScajCxNHX7TzB2NP23PEl6fOmb+0V505VjxgQmlx+Zw/tob/m+Kca4fe7weNiTof7V7/EM0hs4FHnXPH/kwRNb/j8c8jN+a+wBee5y1eURWBlOd5m9jPhp7nnWTnShaj+XBf5B1aL61kXQ3WPxkZ93tiidRfgWeS8eg8BIjGIWPi76Zsk4xHK5Px6ATbPTkcgaGXUFD4nggcXEbg8gsTxHkVE2z7746Yn0pkoA61695CbMaWyBX4MprERyA33Ey00ogg4BS2z/6JmJ09v5u1bVYk3DCisTn3JASIqoHHYonURMTWPIkASzMCahcitslns3xmys8ndA0CDhHk75+JXoJcBOzOQUByFGKpTkbU9JsIADUhxq8aGfNa5M7KQ4b5BQTYtrM+qUZg7UGC4PHNECi4G4G/c61OT1p908l49JNYItUTyIglUtcgcPaR9VGG1WEaAlkLEXjJQkBhCQITO1gd0gjInEAQkD/O2taIwOVdkN4GwhFry0gElmr1HX2R628QitPKtnYvtnosRaCvCo232dJ5eFBTOi8PTXaNCCSVWtv9DQ5fWHs6onHR29paanrZnyAz/vkIXD+Gxsx2CHTF7XMQwAshEFZndaxAC5LtEAgvIHCF/piCAk2Kh1j7tidwvUWt7xahWBM/v1oeGq9BAfHoCNZxKS0urwbGllGS3W3QswMRWzwJjecLCDb/ROyWWZ7HnVW1HeYV5S/8U6Xv+AOkenld55pPxpd+fsC2N2Q7p41OZRUlWwDflRaXV/3RFfwfkxjwhOd5p/kfOOdGIhD2ked5DzjnstC8+zjQ5JyLeJ63Imb0Q+A059xjyBNRguacRuBy59xTrV2TnufVO+feRt6Qk1qVsxzNMYvQov4u51x/z/N+cM7lIXs0B7lL33DOjeLPlQT6TyHrJCOWjEcnIENyK2IuPoslUocCk5Px6I7JeDRpIOxTYHoskdrN7qtFLqMoMkAjkVGcjViYbZBhbEHGPoJ01ITo1QMQEEqiOK7b7LvT7PM29tkFds0Q5MPfLhmPDkEsXhsrdymK18oGzvK8cHZjc24hAoo5yAB3Rka3N2KqRiC2otLa4btgPQQMjgViyXh0kZXfBTGEt6JYrccRiPsSxanlIJbqMQQmP0YB4I8gF9r31u4nTEfTENPSjNx8B9v1r6MXshoBggGmlywCQHQZWs2VIEbvopYmPt87/n7VpHs6HoxAyiVo5dXD7jnM9HgfAptvE2R8H4/AQSPBOaAZ9t13iL07Bk0QByOA1rtnx7H52w59tk239uOuQsGmJxGMga0RiH4agY/R1p6Q6b0AMWO9EEO1kfXlJQSbKNIIaPsbJArRxDPY9PQJclffjkD4LsDOyXh0KnJPjkdj+hvkKt/c+udfCCheQLALMsf0W2z9VItARI19fjAC2i/ZdxuiDQMeAmpX2OfbIICbY3out/IyTB832bNXi8QSqUgskdo6lkjl9nETO/dxE5/q4ybut7rK/y1SWlz+WWlx+cGlxeXjSovLLy0tLr8BLTjmI301I1f//YuqeuzmeeEHp83b+Ow/ss5/tCTj0RpgZ8+L7H/01uXFaKF3AnKNf/2HVu5/U45E821reR7NY2Odc1+hxea/7bv7ga+dc0+toKwXUR+NRTbiAs/z5nme9xaa2z4392LroPqn0Dz3TqvP7gfecs6973neQhTy87Rz7ms01w1G8+Zr9tlHyLOzXlrJOsmIxRKpEEHKAocYm6sQUPF92j2QqyeMARY7FPyfBKkTRiD3VBUCAv7qIoImXocMWhWBkR2DmIRcZMweR6xBEzLofZHxboMMnwO6xRKpNmjwd0QuxHI0iPvbs5rQpP8aekHaIECwMWJ83kMA52Zr7z0oYPwkBNi6A1lm0EHxRffZ59g1pWjVs6HVIYQAxywERH3GbKrpYCoCNC8hgPM5AiTPIbCWi1yTe1j5A5B77xVr96sINI5BBv2f1h8vAB6O/HB2S1ZGfnM7BJTaWT12RIDvY+Q+TVofDEIuwQyCuD4/xqwWgZ4S0/GDBLsLN0IT1LbhcPOodEtk46XV3TYkyOtWjUDnlaarxfbspxFjeo7prMXqkUaM3DK79go0+Z2MmLAm1LfbWf0z0Li81XR+TjIe/dASubYF7o4lUl8jwJMyfS9AK1uflbsQ9Tum326m//ZopXwAGjP5BEdzeQQnRbRH4DyMxttAgmOj/KB+Z2XMJzgOK46Su67IFfFbZWvkZr2h/VbLvwvnpHfOatvcgMbLn0lmI1DbETGKDwM31zcUzPIIdams7rLSjOC2u3/mCgfXN2Tktox/7YadN1kz1V37YmDMl0n2OwRsUFZRcg0wonXusvXy28XzvJ1X8NntaFG3ousvJEgnBEGicjzt0jvffn563w1os85PZXsUP5Zude0dKBzF//89ggTUraV4RXVcL5J1ctdkLJHaAu0gm02wey+RjEc/+Ml1x6GdQy+1+v9BFGNzMDJ6PqsQQoaqkYBham8/85CxX4jYipvt+nnITTUSMQp7IAPegJiO5+3z6ciIOgRmehMcmdOPICFojT2nBgGvgxHom0Jw8HYYgZ6TUBzRYQgAdUBA6nTErLyOmK9C01G2qcVPB3EqYgx7IhbtdWMV70IpIg5HL9Qk09PpCIBkI9D0PnLNOoIjnW5HgPZxBEb3RK65YQiILLXPRyKjdny6gYfCWSwl2IXXHyVKvRyBggRwezIefTCWSB1iz/gKAe3bCY6CykYg8FTrs9etH8+yNoUR4NqxVV/Aj0dRkYcAzGLkFn0EgdiXEdApsuu/QDFyPRBwONj0tBSBukYEkOZbHU60vr0fsQWO4DzNAYhtvBUZ+57W34vQRHiQPbM/AqP7Wz172PMm2jNvQKvVDDRuplq7NkLjqSNBXjUPuS9LrK41dm1HAvb3etNbntX7MwTI4mh8XwV8m4xHn+Q3SCyRKgTu8FrYffm08Kd5PdN7hzKoc46zgbJkPJr+tTLWhpRVlFxGsEO6G2JDzygtLn9lVcqJJVJDmmtCX055sl12Trcm77MPitdJT8TKSFlFySsoHhU01r4DhqzGI6H+1PK/mlnfOfcislW7eJ636I+uz/+arJOMGDJANwMfWID3CiUZjz72k4/6oZXtg8gFdBQCHcNQHM4byOidigxvCjEWBQRJHHsTBD2OQIZrIDJiWQQA7gIEyGYj4DQfgantESjohox8W2QswwSZ/5cgY12MmK8winXqjE4AOJZgx+TbyAVZiAznDshgXIjixE61+zwEHDsjwHYJwY669rFE6g7ECrVFdPSj1taRiAE7geBonetRug0fgKWt7BbUN7UIIF2KDPl51saedk0/e9Zh4SyqULzCvsjgVyImbzQCMkOBfWOJ1CsIfF6F6O+hiKVagkDh+QgoHEWQzmMrq2e0Vf0y7dmdCc4OXUbAruYhl7If5D7M2gfBsVH1CIy9aH34CEHeuRqCZMCvWn9PR6vGiNXlEsQ2nYTGWAmK63oKLTBOadXP9yBwtRsCifOQi7uT6fRrxDAus/pGrO47WPua7bMqxJY5BOTeQa7TPP47XxZW59vRwuN+BCZ7IUbyc+DklhbyDrw6tU9GLmck49GlrJpUA0PSjXRa9HFhtGWz2trCgQ0FLoMH0ThebW7QlZWyipKuaC74vLS43H/+dcC/SovLG8oqSnZDi4K831D8VeHcluYuuyz3Mtuk/9d3jL2A3mVnP/7C6uo/slJrS9YlcLUq4nneQb9+1Xr5rbJOArFkPFqNmISVFosZq0IMzc22tTtl+XZykHE+AwGk5+yzpcj4PI4M7+YogPkx5EIcioDM6QgA5CPgchBiRU5Arr9Sq4bPTHmI9ZiAAMfhiFlrQC6pxxDzdh5BrrENERDcEIGG5QiQ7IiM5iNoAgSxY22svpMRQFyEXFFxBCY6IFCwhGBjwnjkMh2F3FGXmu4eQoDlPcRaZSDwszMCTWlktP6CWEA/iL0WGfG2iIWpQABoY7tuc9PrpQis9LJy6xGw2RQB3KmIeYpa/5xr99SYrsNWh8WILZuA4hPaE+Rt+97q+yJie95CQG0CMh7H2TM95PYuNN28bfprQIC3O8Hu0G7WP2NNP82IlStHLsFDkBvyHTvZYU+CuMMtECs4HAGm+1EKkjdaPXsLe/bh9jsXAdULERO6ARqfX9s936BFw7fIHdmIAFongt1/81HwbHu7ZykaCxDE2W2Bxv/pCJQ9igDjdCDH88h2kBXO5nAr76+sgiTj0ZZYInVS8/LwjS31ociMF9reNfySefcjYHlELJHyNx8MR4z2dDsvtiAZj85flWf9kjzx6c496xvzl709+pxQ/+67Pdmny+fb1zUUFscSqbuT8ahXWlzuLzJAfX4wAtirKrc6x32FAxpG2lmX/5NSVlHSBr3bCRTCkEcwttbLelkvPyPrjGsylkgdjFiiLsCmyXh07sre28dNdAWD6g7ud/yiZ8MRWpDBr0KxPffYcUdvI6NzD8o7dTzaAdmA4mXCiB35DjFgGyDDlkLM02uILbgDubLSaGX/ATK0MwmOyHkTsRb9kWEFubeuQQDrWoIs9f9Abk4/x9VlVpf7EbO0DXITbRNLpBJo48DnyKjl2POykIFuRob2VQRgdkGxRcMRo/QGMvb9EbDb2PTQE8U/9bE2j7d2X4TA2Xi7/yMEGh4hOB8zy9oYtmd/gtjG0SiG6iq0weF7BCTOQiCkk/XT/mijQZZ995q1+W7kJlxm9boLeN52zwIQS6Q2IIj76o2Yp2Y0hq5AwNHfEddCkBct134/ZnX8CjFftyOQPg+BlPEEbNvFKJasBxoz800HCxBIvxvFDz6LANk8Ahd0WwTYH7L+62D3PUSwmWACAl1h4PqmKjdj6fjsM9puVNcxkkva9LUEjZM6NIYmoxi1XRE7UWd6OhaNyW/QmM8xPXhW/iTEltaieK47gWQyHm2MJVIZnsf1DYtccaSN1z2cyUnJeHQkqyixRCpj+nNtL2+scid12XX5swW9m/paXRYjl/dmyOVanoxHD4slUpch4Hzc6ohXK6so6bCkunPF+Gk7d65c3vUVcHv06TK6TW72Um/B0j5vLFw24Kaycw/88Pc+5/+SlFWUdEbz0qulxeUP/tH1WS/rZV2RPz0jZsY0hFw3G9vHd8QSqeuT8egXP3PPRQhgXOt5HJTVocsPNTMiR9UvyEjndW+egwzgHYixOtsC6f+D2KZZyJ33F+QOzEIxD4vt72EEAfDNiJHyj5npiVbO9yCD6MeVdSPIsN4FuZmORUa9PwHT4Qde+6Bpe7QK/4t9dj4Cce0QuxRBYO0d2xl6P2KoXiPYNBBCAKstAlwdESDph4DOZoh9m4EAhG/kNra6Xp+MRzePJVLH2r1ViCG5BjFpO6GcaaMIjtK4FzFDdWiMLSY4OqYXYg5BMVKnWr3qENBKI/DYJxmPToklUk8g0PQ5YphOQ+BqHHKDTkWA5TVgbCyRWmJ1iiEX48GmJw8FuX+DWMG9kYusyOo1E4Gul1EfN6GNCr0QOD7Q+qgJsXydEEA7y657FQHTznaNH3/Vzp77ChojfREIegQxdNsSHKMVtd9lCIg/b8/1GbkMq+v5GfnekryejXnp+lBtJLflOwT8ulhd5yHGrMGeV9uq7pfYM963doYJ0p+0WD88jViuIsSunWttedkYnf8vwHdVJJZIFQF79zhw6bH1i12H7Pbecei9y7I2NKDx+BFiCUHjK4/gjNffK5ULlvSd7bWEercvnH7IgqUDpoTDjfmd207PyMho2LMwb/EWN7z2zuEX7Xv3nwKMlVWUDAQaSovLp//Rdfk5KS0un19WUXIEYrTXy3pZLyspf3pGLJZIlSEj/iZa5WciULIcsUXPtF4hmwvySWSIlrc0utxJ93acHClMz++0/fKywv6NWQiwbIFYncWI9bkGAYRJBAktX0bgYylyX21O4KIYjYzDhshI/QcZ31LEaByP4sQ2svpfQrCD0AcVfjqNIgQUqhG4ySJIPHsH2u6bhVyUna2uU5AhHYVAU8jqsRwZM+zvtxCguxWBngEErNZ+BOAjhgDNN1b3JxBIvAkBua0QgLkZxXL5+dAuJAgCvxgBj0UI+Pk7QZ9FqSSwz7tbOV0RuzWbIN7K34HZEYHVs0yn8xDblkbs2T8QSLoOgYUq5Jr1TC+3IiZzHGKpChHYOszK2NiuXYxAzxyrb1fU3zl2/1b2ebn1VSVi9cYjt+quKJbvKMS6fUzALrUQbJKYafry++YyND7uMR18bGUfiQDmOQjQHoDA/A/W3i5oLEyyz7azvzdEY7O3ld/LflcSHBPVaP1TRRCDtj1BGpsG5OZstj45lABQbm8nFvwuiSVSmyAGNN24nK3C2Yq5CkeoRTpqAA5MxqNTY4lUR9S/ny6blHlOTremARk53guhDC5ACYB/1+QVS6RCw3q/9XwkUr/xpJnbV28x4IXZHYrmb9vUHMpfWNkvNH3+Jt9uM/S5OHpXr1vbIMjOg6zu0+Wzc3t2+vbGgtwl9VmR+hI0lstLi8tXlB9qtUpZRUkPxIY/Xlpcvj7/069IyGXP82j41WB9R9b8Fq/+fzKebL2suqwLQGxnZMC2QaDmPyjY/ns0aaeARyyOpDdidxaiycMBXrqR+S6DolCI+YgdKU7Go3MMtEGQiHV3+/41ZMBvRy7IyQgQHI4M7qbINbUIuSpfQyzMKciAD0Rg5mQEOo5BxuwyBIQqEQvUgAzuaYg1G4ncVn7ajDQykhegHY4LUQqIPZGR/ggxKz4LswCxK0sRoGtjzy0iCNRvJjj+ZjACn9db2ychVucga+dce/4AlFLhQMRATbL/q6wOXyEAcwyKs9saMXaLTB+n2TMOQyCiHgGunZGhBYGKJ4G7kvHo4lgitQCBsWcQO1ONGKO9rB+mWR+FUIzW9ta2r5Lx6FWxRGoIilVZitx7nvVjVxSb1dPu3bjV5x2szedbeT7Yr0dAZorp9DLE0tUgoNYPgeWOCPTNRvGDsxCL09HqNsf6OQOxTgcRHIzuoWD9pN1zOQLBYdNx3PQ9yvpzIXJFboDGSQQF4PdFYM3fWOAQcG6LFgHboneoHQJiIYJjlGYh9vVgxNZ2Q67h3sDOX1/ddWBO16aqsRM2/c2AJJZInYUYxQ+b6zjKhWnvQjSHMpiGAOhuCOTfhtyxrwHZTdUMDOcQdo4WF6IaMZDXA+NXAyDL23Hj++9rVzC/1Dk8zyNUXdeWhqbcxg5tZi9AYP2o0uLycb/nOatYp3bINf7pVoOf/EentrNy0y0hLzuzoQr101GlxeVjV8ezyipKclrSbu97T7poux5Dp3bb//xnTkdu8Plo/roauLa0uHyl03X8XxXnnNebCb963TSG/NazJtNoseyz2Gd5nvexc64bcLvnebFVLdPK/fFcyjUtdu7la57nDXPO7QSc53nevr940/+4/Om3USfj0feT8ei7aNI9JhmPPocMzLbI0O6CQAQEZx5uiwyVA9LhTHJCIcKIofgGGGpB+hcv/Tpnh4YloTvTjW4uMqqTkMF/CxnQoXbf9shY/wuBB99InYvAQl+US+ptZExvQczMJGRwr0MArYlgd12j3XcCAQtTaW0YgcBTBAXtP4MAz0IEuP6GjOUHyLB+isChH9PT3up9MwIGuaajCAq6ftGec5TprzdyWR6HGKxDENvzIgKbM5GBvgSBkTtQwDxW5yw0aV+KDFcUuW2TiO05yJ6dYe35HrE/Pos3wtp0i5X5N8R0XWIB2g0IkLyNmL2LsNQbVsbhyXj0QOS2fgCxpgkEGCuQUatGQKsJge+t0GRWgMDuGBTL1R3Y3Wthv4Wf5zTXzIr4KTImWVt3sDLfTsajk00fuyI3b3sExjKsfpOQQXvF7k2jcboZAoCb+c9D4+1FxEoNQqxbPRondxOcTODsObnWh/mmn95WJqjvfTf8plYnP99cDAHaGtNFg+m6vel1KGJdN0HjY/uZLxd16HPMopHd96os/8lZrqsqD6Gxul1GDk80LAlPm/1W/oSWNNlozGShhcaDyDXbC+gfzsVzIXAhWkwHRyLguvnvqAugXFht8hbsDjjPI+QcFOQuJT9naeSrydHOM+YP9kZ8eXLvWCJ1ciyRCv/e562k1AAfRTLqvujYZmpLRriJ5bUdWFbTMR+Nk+fKKkp+zM100TNXH3DWI3f9aq6msoqS8H0fHHjp3x6/+bJYIjXAPn4DSLbrsfBv6aaMvdE7+yoKQbgJuYm3LKsoyV1hoetlbUqdHR+0MWK1rwfwPG/ObwVhqypO8qfHDuuS/OljxHyx2JTmVn8TS6ReQgBhkn0+PZZI7Y+Mx0mIBfCzjY9HDMpJKKVBb+BSws0feh5DGyvdrJxO3gnIcPe3n+HIACfQKr4HmpiKkHFtITg25jMEcL5EjImHDGYXFKsEwa7ISxHw+g9iOo4n2LnY067dhSDWqAuBwWxr9XD27HkEqTNeRKBnS/veB5d3ooD2UmS8c5GRPtKefxOwWUuao1yIU5xjCBob9Yhl6YMYwYcQoPTzBLUgRulvCEhdYm0tR4zLfMTYLUYgqN7aWYWA5QDE6uRb+6YD3WOJVLa1ux74mzGdyxH7MxixSI3WP15zPaGMbDrbda8hQHtgMh7tGEukuiOwO8ja5CHANRQBu0VoMrsc9XkjMkQTvBY2rpmcWd20NKNNXo+mC5CbcHPrm+OA82OJ1F4IsNQgl1HY9Ftj7RxoZW6Gxpw/gfWz35OsbT0QQ5WPxsZ4xC4eaXWPm+5qrR1Zdv9S0/VkguStS5ALPxstPAYgFqU3GhddEQN2LwJleQj07I+YyavQuP8KyEjGo02HtKR6phvJ8dKuBnsPV1b6uInd225cW9n3mMX7IxBxIBrLb2YWpnfqsnN1excilyAJrWd6KvY/C0lrfs4zH4zmWn1/tzQ05U3Nyazu6FpxFBnhOje01wcZSys7D1w+N//plhxvaSjikgQbbNaYJOPRhlgi9VLPtmOfysgg1/MgI9TgmtPZPns6ADGHhQ99uE+PpcsPfrDFC80hiKNdodQ35m6bnbn8sk5tp4Q9z11UVnH1bUA4FPaIXfEw0JKHFhV4HhsDuc6xORqjixBAXi9/DvF3Pf+UZToeLXzboIXXk57nXWXX/R3ZMoAHPc+7rXWBzrl8grRKEeBSz/NetvLfRnZucxRjO73VfVsiIiIPvdu7ornqBuQtygLu8jzvvp9rjHNuR4JTATyg5BcOMP+fknUGiK1IkvFoC4rVav1ZcyyR+gF15FS0yt8EAYSDkKG7DU3ioYIBTctCIeoJMRgZiE8QWHsQgQPfxfcwMrJfIOPawx45ABm7y1EA93vIBXcKcsn5hrnenj0IAaPJCOA0ex6dnGMRMobHISBTjZiBZ1Gsjr8DstTa9i4a8Mciw9CCDPGHdt1CFOi8O3oZT0ST6fn2+yPEcM0H3hl7ZbdXc7s3lrbbrNa137zWr/M2iP0JW1mLrF5+0tv3CALVI6an7xBA+gdi6Da1+vlB6m91Kpoy3bmWoQsrey9q8TLGISakFL2svREweg+5ojdDBvhLK7cAMYijgAXLJ2dNn/164SU9Dlh2Wf4GjbdbvZqA8lgitRlB7N5s0/lWCEhnWB+VEcTqRez7TsCuoQy+7HngsjSO0YgVmGxtLTAdL0PAYkc0AfnGqru1NQ+xCh8jkPo9mjhbEIDeFIGlrgRndU6xth6Gjse63cbJfmg8d0Lg9mbkSr0LgbWeiIHNsHqMQuO0Crlxv0bjfz4CMR1QTF1bBKzeNf3vjJizrREwPT+WSD3kQjySkc2p4H1r791KSR83sQfwQLqBMS3NxNL1oUgkv2UUYpSvDmUz3DlCCCheZD9F9n0IAdX7rf3bm059IFiAxvd/VrY+Pyd52dVbp9OhE0OhljvQOHgjI+zt54WaqJpVuPS7J3vk52/YPLvLTjXLfu+zVla8NJnzpvfoPbRviEhmC0UFi3COR9GYfRONB3Kyls/r0u67f9fWF038tTLfHn1mz4E9P1qQl1VZOKjXR/noXSoDtnAhckKhwEviebTxoCXs+IjA07AeiP2xkmNHD/nzxi4/c10xmg9qgdHOudfR3HgCmuMc8JlzbqTneV+1uq8eOMjzvCrnXAfgU+fcK/bdAOA4z/M+bf0g51wmslOHe5432jlXiBZ6JwHLPM/b0s7AHOWce4cgX+FP5TzgTM/zRhkg/D+z6WOdBmK/IB8jQHM9CmbOI8gzNQexJicB6YxMhth1M1CA98f2exsCVsuPt8lE6H4xMvZhBJCGISMLYq/uR7E22yPDFkKG9zUECk5EwLBu+dTIpy6jZfucTunccBZ/Q4ZzNwSqMlEQdg7/HdBfhAzpcASYPkMsyJVo8J6AANHR1t4RBDvyvjVXL7FE6lm0aeEUPG5O14W+8tLUEOQ9uw3FY4XRy3uElZlp+nweGdCRyHB2QAAlmoxHn40lUq8TZL1fjAznBjlZy57s0/WLjk3Nu89bsrxXfzRZtEUvbyZBrq57TN+XWBlPW70aUWzg/TNeaNvPRVpuCmV4mfbZbQig7obceb1NN2+ZboeajiYg5nAoAvOZCCQXWJt2BnLCWRSZ/h9GE9FEa2M300sZAlZtEeB8GMWPdUIGfW/ri5j13y6IEe2IwHA+wTFG+SjWbDmaSNMIrN1o9drT2rcZQeLfNsitOAC9z3PQOOhg7T2YYMdsHcEB9m3Q2LkCgdC/IOBbhcbERVbGM+j9eDUZjz7BKkgskQpvci0nL/wkPz+Sn24zf2RBRv28cMYGh1VuForwHRAxEOZQn/uu/GGmC//9ewzFCfrzVRiBkN7A7bFEKrkq4HBFYpnfHyqrKPFTkbwDDF++KD8/w2usa1nectL8kW0+/+jVbddaUO3zF0S/GZD79ZGDO39wQO9Npp5pbN2HpcXl5WUVJfl+tvrS4vJmirlmZcpMt2R/OmH6LjdGN783XZC7OILG89IWz/398+/2pSh/PoN6flYJtHEO5yD86fiD5y2q6j1vzy3vuHYNNXW9rLzUeZ63CYBzbhvgcefcsBVcl/I8b7Fd9wKyRR7woud5Na0+3wEx37444DrnXAma17qjhRnA9J+CMJNBwFzP80YDeJ5XZeXvDmzknPNdpm3QPPXdCsoALR5vsbMxX/A8b9YvauJ/SNYJIBZLpB5DxmHHZDy6KJZI5SBjtCVwbzIerY8lUnsgw31xMh59FphmOy6LCYDDV8ioLkasQh4CNe8g4DMMDZSjEHhKE2QkjxAchdMJGcvpiHXItXIykZtoOgIDlWj1Ph4Z4lL0QnyGqNsarznUYdn4nG/y9qryY12WocE/2Orkx3Esb/WMqQiUvIQA5S0oZitpOuiOjPuNiBm7C62e7gW+sUD2+5EbIwJM3PiqOZci9uZQYI9kPPpULJFKE7jz2iOjXohe0KcQ2HkAsTxXI4PeDxgRS6SuQYxLltW7DoHRnHlLBixras6at3R5t06mY2c/DdZmhwDNMgS6rkCTwZWIARyDgNL3Q8+fN8XKvhSBlmOQG+8iBJZqgQ6QPqNnx6+XzVvazzU1F5YSnAiwi7VvAgKr/7Kyd7O+m4F2kLZHqUFeRoB0NnKVRhFYHYEmpItNj7sioNCMwNUWiL1JW53Cps8sa+9kNG46ImA43Oq0AaL3x1p5fyXYeDAPsRQnIhB1GlpEHGr1yrf+a0bMZYPpqgUxv2m0CvUZPuz7QcBAc49dhN6h37I6LQxncVCXnaoLa2dFZhBq6VS0UWO2y8AR5OFrAULO0YIWN+3t8+X2d28UE+intYgQuFdDpq9+BAuh3yWlxeWvl1WUjEZzxAPfvrflMx16Luh97M13lp937JOrK3XGSsv3tRul4LFUWUXJY4gpf6KsouTw0uLy/X9Lecl4dApwp/bKSMoqSjqEnJfu1+3LjHCouRnNVbOd42bgmzmLN8wEl/HKxxctOnab1dCo9bJaxPO8T4y16riir3/l/5+To6y8zT3Pa3LOTSPY+V2zilV0wNme5739Xx/Kzfn/ied5Nxhztzdiz/bwPO9XWd7/BVkngBgyBIOAkbFE6h6CgHHfiN2KAFIBEI8lUtMQ6vZBE2jCr0QA5hQUB+MhI/ehlbOAgMnw47M+QQMwat+3teeEECPh53bawJ7jpzq4xL4/DoGLa5BxTyJDvhQYVTigYbvCAQ1jkfuoAAGBrdBk2AYBEIeM6YcIfPZCIOtfCIAdgcDXh1aPkQi87IGYoGxk+NshIOe7/Py4nBRybf3brp0dS6TeR8CmmSBf1zeIMTwSuehON30VIUO4n9XPD/xehoDJlXbNAICGpvwL5yzeMBcxdxl2bZ2VMdD0kEQ7SrMIYocOtjpviEDz1ih9RhF6eS82/d+NWJ/BCPTkQ7p2eV2H7KbmvFw0nvxND35Otvusnl9bX2dYHxWiGLjLrH83st+jEYjLQgB/TzSBfYnGTE/ro/4ovq4LAm/N1qe97e+lpvPvEKB+DFicjEePA4glUsMQIzXV9DnO7nsUjbENrN/S6Eio46xetWjc+rFkywkOoW80fT9leixEoO4RxILtCuwQS6S6Wn+c/lvOf0zGo0vtfNCTFn2ed0FLE6Gi4Q3gUYvjQ2CQc3RAzOBtaBweY+3xDUcE7RSuR/26KVpkNBGcUvBSLJHaPBmPrhZXRmlx+QL7M11azMGro8zfK6XF5aPLKkr8Rcv2q7nsRWUVJYd3aDMricZ9VWlx+UTspI4XPtTu8t+7O3VlpKyipAuK+/sBhTc8DTxXWlx+8pp+9romzrnBaF5fTLAZy5eoc64des8PJDjz9lHn3A1oHB1EkFbIlzbAAgNhOxPYtV+SSUBX59yW5possOe+DfzFOfeelTcQzYE/155+nud9A3xjMWeDke35n5c//c6HWCK1PTKUDrnzTkMr/dko3uVdgGQ8+gKKp9kcsTQXIaM0BlGePyDDPZxgxd2EwJmHBrIf4/QBYkEGJePRPVEOsSo08efafTMQ6PC3/zei+KAGgtQTm6F4sONRnNpcZGhBxs83mLtbOe+jwPmYtTfHrm1Gxv0NgizwmSg9xjEEgZH3oriiTRFzciECay8jI16JYjy+QC5G3yAPtbp/bOV8goDjBoi9m2Of7YBA5ukI4MVQyomjrS9KCI41SaNdfhdYW99HxtRDIPgiZPxHo7xq/0EgtwiBmKHIlesHbjcjFqQzAlnYs7Y1PQ2xtkxAOwK7I7bwVGA6ZGZVVnfLhFC1lVWI+nk3a+dlptej7HcTwS5WZ2W+ZH3wV2vPE6af4VbnMQigngkUJuPRV6zsL+2z0Qhk5pruW9CYyEAu9K5ojI6MJVKfxRKpHdG464kA3YXWpr0ROCmw9oURu/l3gpQVufZ9ndXrB+TWbrLn+SD/PdNlGsV5vI8A5aFW9gloEfRbpb3ncVbHbapDBQNrvWnPt2mu/DZrgbXrb2h37gEIaO6M3N1vEJzpmEb9dRoyzHcjsJxn7amClcgX8Bsklkh1jCVSY2KJ1G0reX3nWCK1Jhe3AxDzuvcaKHsSwZmj/+U6Ssaj3toAYSZHoL4djhYahcBJ63ds/ig5zrkxFif2LIrZWtEiqQK9S18Dz3ue97nneV+iBVwFmrce/El8GGhxtoVz7hvkffhVIOR5XiPyCtzhnBuLFlTZBGc6f+mc+xYtdn/p/firc+5b59zXaJ5689ee/b8i6wIjtjMyqkvs/2sRkJgMP8aX+JJEbNd7yIiPRzEu96GdktkIGIxHaL0B7TQchdx3DcgwXAs0J+PR2bFEqgAxSwsQ07MHYhpeRECvG0FKglkoKP0Y5KrbCDEhIQRUrkfGrRoBj2OR0QsRuBMdMprtkGFuJDgkfByaJLvY99UITByCQM3V6MUZg1JbtEPnZN5iZYywOnrW/lusDtcn49Eq2wH4bxQw3geB3DgymHvZ/z8gd9ZWyL15rT3rK9N7NgJiMwgOz/aDq6fb/3kIhNQQnBgwDk0c3a1+OyAQsQhNxh7q9whizrKsb5OI1Wxnzyu276oR+JyDAPr5EC4k2A06FzGH4xBoyUQgZ6S1Ya715bkERwWdbHX5zPplCUEc0yPWj3eisRKKJVL90Xh7DoGxcoKM/UsReOpn9bkarVr/Yc93aCI6B7FWwwhcm5Ps+uPRjt6zra3XECRu/QaB/1qCNCEHEJxesNzu81nfjmh8PIzGwFdW9ob8vlXpM0A4szDtNdfSUjSgsSmvV3MW0nmtncOZjYxKb7QQqbf2N9nfU0ynPlCDgCX+Bjh0DQGFXARsu/7ahbFEaiAyco+jBdFql9Li8rlo4bAmZDyaG7qiOeqmsoqSPDTOXi4tLh+5hp77U/k3ei/eRQs+X44tqyjZEHixtLj8/bVUlz+deJ63wvQpnudNQ3OEL7M8zztwBdfdQpAiqPXn+fZ7EbJDK5IVxaL5949Gi8ifyj/sp7Us88vyPO8DZMPwPO/snyv/f13WBSB2CzJyc4AfV2axROomNGGMjyVS2yXj0ZZkPDoByyhubpW9EItQQJBVvBIBBp/teBwZ/PcRwAkjKjc/lkh9i5gBfyuvn0aiOwIbPvtQhXaxPYmM3gVW57lotb4cDe7r0UTXDq3wH0H0awkyjldafTsisOIQG3cgYmOuRIbxK+TKnEywS7ALYjjSyOjfbfW43z6fgQztUejFWGjXdkWg5yOr+ykojUEE+MTO4XwYsV9no5QKHe3enQhcXv0Q2N3F6nodwSHJIxGwqzOdR6zeheiFvMt0mkewa/Ab5NrzJ556BLLAQGkyHn0AIJZI/QNN3rubXqcjMHa56bc9AnulyNUWMp0daM9ZYvd4iGnNMV2F0aRxOAJl11jbn0YAdrI9s9TadrSV0cfq+REav/Ps8+5o7G1nZX9n9csjODUgYr+Xmi6eQe7fdvZ7C7t+NloYbI3A05WmoxzTdy9kWG+y6yJonH5lfdnJ6hFDAOJd1O+z0RisQdn0X7K2EEukShAYPSUZjzawcnKHcxROebJdc7vNa89pM7SuyWt2kabq0F5188NpFJ85ADF+eajPFqB3pwIB9gFo4fIU/z0e8hArfU8skfpbMh5drTFclg5nMCsXH5eJ3rOhq7MOa0tKi8u9soqSi9F767tmt0JgvzcaU2ulHoiFpayipBAx3g1owRcG9i+rKBkBnFNaXL6qMUtrXBxZ86cxpPPKXLc26rNe1g350wOxZDxaw4qDBIuQ0WkLeLFEqh+isj9AbE8XFEuRj8BABkHc16n2+XKCg473RCxKe2Tom5G7qiNBDqbOCDykEcibhUDDQQj0+DFYS5F75QR7xsv2nO2QwZln5R5i7fgXYtimIHYn0+rrr4BDiKqPIEP5GjL6h1pdRlu9GxAD4rNOBxEcqfNAMh6tjCVS3aychWin3AnA5xZXNwUZ6grTyXN21uNlyH3oA88Wa1c1AsiXIVfX2ciYt0UJTDtaG0BAJhcBuSsQKKmznyFW7gPI6NUgILmRtSHXvs+3shYCbWwTRxvUz22tjg+bbu5DYPUK5K5ehsCaz5J1tX6qRivvHa3tH6PA+HcQQJxi+i4wPd+A2JtNrZ4DEPC6BQGFT6ycfAR2LrO2fovYhYEETOVoa9/+Vv4z1p951rc7IHZzKRoTk6ycnREI/giNi40Q8BpOkGrkCjSO9yQ457MQMZqvWLsGImC8temm2O7f2/RxN3CYnfe6HAG23mjc/3SVu0JJxqO3AOz02ceDm2pdYSjCqelGr4AwoXDE29guu4ogxiULvWchBOwTppt6xCzuiUC/HzsIWlw8g62sV6fY/POrsuWg5ydX17X7T9uCud+XVVzt/B2N65g8hcD6F/Z/OWJ/F/zsHWtIbnj1jFM7tc36d3ZmQ4iAoX4fzZknAJuVVZScCnz+Z9L1n+HYIs/zHkXv6npZR+RPHyP2C3IqMoLbG0v2LHIV3okyd09AhuRt+zsHAZUJaBL3d5MtQkYz267ZExm9HGR0apBBXYwAXTUKvi9EzEg7K68tcmPtgNxlSYLM6E9ZfQtQuoO59vnbyIc/Bq2kJ6EYsqeQkaklMDi7IRA3FrFWRQhY1iIG6ia0acHfgVeMYpketN/vxRIpn93LQFnhvyA4EaAnYu0WI4arEgHbo4BXkvHoy/Zcf3ffvxCIOBCBgxKCHY+7JePRuxHLcw9aVfdF4OcyKz8DsTsZ1i8/IBBwCjRfEQnXVEP6HWT0/Ri5Y61/TkMGeivESLUhYAb3tf58G7mcaxHb8woCYKNRvNYuCIx8gFx4fzf9bohYxL0QmDsOxYItQwDQT1XRDoG275CrdALwZDIe/QExow1o7FyFQMwcNH5+sP49GiXIHYk2GUxHQOpO5No+GcVmdUHjcKDp+iAE9EYhN+OV1v43EIv3GQKQPjOzE3rPFyGguh9iIf3dw7dbP50FtLWA9+PQxo//GHD/FC0mrrR+uI1VlA5b1TzeZfvas0NhCiOFhDKyvXRer+bFsUQqYnquMd36egtbvTdFY2sgArw+kPYD15usPuWrWqfVJWUVJaf37DS+csgGH13Ypd3kq4DLyypK7imrKOlTVlFSUFZR0v6PqtsvSVlFiSurKBlYVlESsY+Go7H5qP2fRu/24rVdt/qm3KtDjoidwOfQom4Mep/SaOFQjsbHelkv67SsVSBWVlESuvnNk469b+QBv7oTI5ZIRS1gecsVfW8BpNOT8egi++gR5GYqR5P5oSgg/BxkZDLQhHIRmuj9OKne9p1DBvRRNNm3IMP5DjLAdyCwdguKm7rG/m5ARm4kMuBliDl6CIGZG+1ZWQiIlSLDeRMy/H9HxvI+5O48kCBpYk8ChmYeCmje2p55LjJWmcjonmD3JtDkNBEZsI8Ijvi5BRnrNHBQLJE6HLEmvQmAbAHBUT9fWj36xxKpQQh4HpGMR/taG/MROzHcvpuLQFO7WCJ1rn22HIG3AvvOB1yFBMcW3WJ1GgxcGQnXpZtbIg6Bt1cJzhq90/rpIeTm/QeKoypHACUbbVzYGPiHAfQrgGuS8WglYpJOsH6dS7BDswsCnQ+iOKqNgM1bmtlk+dTMC8dc3u1eFBf3AAJM+QiQ74uC5gcgYLaJ6esK65+LgFusHmE07g5FjFNbK2cnz2Pf+kXhqZ5HPoov2g+5DGcgkA0al2+gd3ZnBMTzEZjNRUzdlvZ3PmJ+09Y+XzZHiYjzUKzjxqbzm4DLkvGoz3xsbPdVWf99CbyXjEcfT8aj27W6blVkrNVnNuC5MGFgTDIebUJj9TP0nryD3mU/AHk+em9rUIqSgYhhDBOkPMmf8lS79n3cxNbxomtTjkXvoYfG0hWIZf0GuaK/sHirP5tsieasfcoqSvIRyM4HdimrKNkUCJUWl59fWlx+ydquWHM664zqurYvO/cjo56PFg372v8Ove/PllWUDF7b9Vsv62V1ylp1TaY+P6WsxQsfnpe9tIodafMrlx+OJoonWYldW8l49C7grlgi1RkZ6mMQgGpAk3cWAjZlyGjtjCb5tF3jUIyUQ4HZp6GJNIqM2yXIOO2B2KY9EPA5DxmISxFQ+g6t3hYhhmgxYkymIWCRg4zbscgoDrFnhNFE/g1iLOrtecUI0ORbe/x0A4dZXTPRhJRr5e1iz25GoOQ0ZMB72LOr0a6WPZAbr8F0cB0CEv2A+cl4dGYskYIgbukeBCA3iiVSRyMW4hgECM5DcVZTEVDpi2LmnkPAb2vEbA1BMR8HIwC6OWK4dkFA9jvgraZ0fhg4CtxRBODNBzt+Oo566+fHEVj9FAGKa62dqVgidQcCGg/FEqmZ1uYTEdB40f4/DY21f6A4pBACxeMXfJRftODDgrPSteEhCAhkInZ0AQInexGwl+OQGy8DAer7rdwJsUTqZGSY+yNA/Lq1pRboM+u1Nn9fPDpv1+77LX2545Z1ryCWpwcap+cQJH0ahVihBsTcDUbMWj8E1OutDxsRiPNdkbNNxxE0DjsRMKMgIL5PLJFagtywYxDo/CoZjy5HLsLfK+dZPb9G7+OmwNOxROpGxNiC3IvX2I+/q3SCfd4WjTk/vtCh96pL3byM06u+y94K6euV1VDXX5RYIuWQi6wL8MDBOzASsbNz0MIGq3sjAsqe1f/PFtM0Gb0HY9DCyt+lHULA+EngxLKKkozS4vLmFZawhuSaQ699Hni+rKJkPBqvfmzgrj+5tCtBnqv1sl7WSVmrQGx5XadNwaO2vjDy61f/6Poa/3MXHHvns5eGQ809u3eccPo1h17j9XETd3KR7nsN/8fcxZGClq0QcPgXMmq9Edvh50bajiBf1Mf2fwFise626/dABn4ZmgwaEWuSh1yFWyLjvRQBliuQEXYo/urviMnIRxP358g4j0EGPIJAwVi0cr4TASUPudB2RhN4DE2UA6zsCJr4xyHQ0wW5t3ZA8R0xFPTsM30DkYthCwQAHibItn6flXsNigt6CcVfvWll3Y0A5xBkaFoQmBmPXJpHIKCcjUDWvQjgXmTl9rV+mGTtaoeARicC13AjchPuDxwGLtv04LM7CxBAfc706rsqchDAWYDA3gTktrscgdbLrN5FyKj4DHCT9esuyAX4vtXhDQR0HwM26VxS/Xj9vMwzF3+eMRGNkdkIUGYiZvMdBCiWINDyQyyROs/6Io7GSF80Dt4AXizKn7VX+4LZQybP3QIIdwbeD0VaZodzW9q01If84P8eCHRtYWW0Idj4MNGeV4xAfoXd85n18SC06OiDjNd59uzH0BgdgRjYwcjd+BRiF31Wc7tkPDrWznHNZDVJMh5dZq7x/iilR1fTYX+CpMEj0Lvmg+9+KPbyZLRQADGZ/ez6OuCtcJa3kVPfz1pd9f0VKUTMc1cEfu9HgNnfxFKD+szXn5+m5E8lpcXli7Gz/coqSnq1+srP0VZaVlEyBriwrKKkHr1n7wBXlRaXt/AzUlZRsgFifp8oLS7/vUHpOWi8t144+OJZPf80Eo5kzWtpbvzVYP1QRub8dFPDHx5Ptl7+HOI8b+3EOcYSqaMQexEC3k/Go7usxD35COzsgkBKGK2OvwNOiWTULAGXM6jHxxt+O2239FeXdH+gpcEV9y5d/E37zer8fE9FaGKciwzccixpIWLIfBeHnwoj3eqzasTwfIpAURqtwjdBBnBXNBm8ggDfF1b2ZBRP8zCavOYgMPNv+/03uzZpZe9r9UoRJGusQ8AtA4G1DAQWuhG4OhsQw/CulfMwCnT2XUp+yo929lkmiiO7zL5rQOkADreyByBAlYkAqR9fNRsxcBXICG6FAE8vggOu3yY4LH0SMkRdCY6D+t7KOsDa0BPFexyO8q3NsTJyEJgYhIzrICvjFQS2lhBsmhhIkMOtFgGRLGQQb0bgrQExV/80XcwETk3Go2/FEqn3EKDxwabPCoQINj4sQQD1bYI4le2sbxqQ+7cKgfMH7e/DEfi5DoH5S9CYvWBY79Rn7Qtn5oyedOADtQ3tzkHg6mLE9vgbIh5EbOHhVt+hyOA0IsC8FUFc4qOmy6jd+57pfSc0hoeZzi+266vQmG5v/fy83b+99eUwBGLvRWA5loxH/XH0uySWSG2LGOlmtHjw3Xk+y5VG79wk09+WVq95qF9yESN6jBU5AwHMKHBIMh5da2Anlkg9gBaKJ3TvMP71rYY8/wDql55oQXYWAuEOvcux0uLyN9ZG3fbb9cnQ/Cndcyqm7rzSDFxZRUkI6T4bjY9CpO8U/+0OrAR6/NKOxbKKEn+3+iXI3dkPmPpbWLWyipJBBGeqDifI2whaAH8FHFpaXL50VcteE+Kc8w65+Z1fve7583bH87xVdqU757qguWJL1Bfzgb96nvfdL9y2Xv7ksjYZsaEEjETOL11o1P85aCXcCw22F5Dh644MpOvS7ocTI+H63hNn7rAEeGrwOXNm1kzP+aHN4PqHEQBrR5CqYACaEMvQzr1sxP50Q8Z+NgHjlGf3NKBJpD164afY9+2QcfaBzMF2/Q9o0rgDGc0Mq8dQNDEdaJ9tZGV0I8jTNMDq4QeDL0SMRRqxQlsSxFZh9Y0gkPKO6cqn8JcRnIE5EwGIDayOUxELtSGayGJWx85W5xyCA9O7I+NSZs8tQS4rH3D57oIJaAU8zXS3kT23rT1zGQKGF1q78+3z8QTnJr5g9b0HuZgyrM6FVu7pyDBMRy7k/a28EAIlkxGA2RS56/ZAQOav1m9LCBKbZscSqRByJ2+FxsEO9qwX0eaCTPu/E2K0/E0Zgwh21/ZDAGsRAomnozG2DIG/exEz5Y/9Q9MtGSXLarsMrW1ouxOKj7vP7llsetmIIGlwkf09yfQ9H4GqUfasJYhV+hyB5CMRAPsSjak8NIaaCNgZZ/WutHrOR4uUKwhcmSPQ+Mbqdyi/UwyEHYXGdS56/yrtmb5ByiBYYLyPgPvDdo2vCz/NRxiN2cOQ/te43PXeoRs0NWVfMHvhkEthy8uca343K6P2woxw40looeYDhFKkb79dWYjJXStALLeo+qWC9pUlJ5x487bR01/5biUBUC7BvNyNHxMhE0FjewrS+X0rkTYihd6LKSi28zrgvrKKkm3R+3RmaXH5SvVZaXH5JGBSWUXJRwi8dyBYIH+G5sUuaC77nxbnnEPz02Oe5x1hn22M3oP1QGwdlrUJxK5ExtgHJb8kuxLsAPSQ8R+TjEe9WCK1KVCtQ36jLwKYUU3ldPb+kdO5tgAZvS8J2JJdUPxQCKUQiBGcH9mbAFCEEYM1DYG9DQmy7tci19gDaNXrG4w9EeDYCBnDcSje6C1k6HcmyJYfRiu7vxHknPLQqr/Unn0WMjxjEYOYQQAk/BW2D84+RYa3DTKuS+1vnxkoQoa1kCCR6TTEzN2CAJrvmk3bj7+j1M9LNhUxDj8gZu5Ee25PgtxWG7W6xyFgdqq1ebbpvAMCL1lW5tVowj4egagr7DkbmT5brN7V9sxRpu+lCBgWEJxV6APHswmS6u6OQNPVCJwtR+zJgWjX5I0I9M2wtgw0/SyzttbbT2fTdSFBionn7L5PEFhdjPp6OwQsu1k5u6FxcIjVr2TCjJ1nozHpB+zfbs+JIDCeZddfhOIIs61umVaXtvY7y8r5ABm7MxBIaYfG0BNWZjfEFMaQQV2EwOd0u//hZDw6B5NYIrW16c13/aVYPfIv5A7dy55/Elo8lKGx6zMdlcid3AONs7sQMPdBgu9u9+vXhuBA+TXKiGWEGp4pKFy81ZzF/WN9ulR4G/VNZS6r7VRQ11AYQrr8HjG3bRGw74Le+TSQXVZREi4tLk//7ANWk/Te5Pt+GVmN+Tsd/8ZrQBsDMYeWFpc3ruh6cyX6O1ez0aLzHDTWb0Yu8jkry2jZdZOt7BDq07NRv88imG9XReJofjwMvSfDgHfmL+3dZfy0Xa594cPUScl49H8djO0MNHmed6//ged5Y53kJvRuecA1nuc965zbCdndRUhfXwBHe57nOec2RzYg374/3vO8uc65c9AirxkY7wO+9bJmZa25JldFYolUD2Rg/MDkzZLx6MRW3zsEXPyYoCz0cr6FJpN3CHYyvZiMR4+07N09kDHOQ+6OndAk0RYxCBnIuJZamZVosu+CDNs2CLjNRaAi2573LKLvOyAjPYwgx9RS+3wiYn0OsHvPsvIvQkZ6R3v+UPt8oj2rF3InPYQMVyUCe72svYciZuluBDbOtWteR2DhHDSRjkSgZybBuZaF1s7uyGj7rokmgpxdr1o9fDfuv+36La2NgwmOo6m1vysRi3Sh3fMWMpjDTAevo/59HU0OAxELcwcCn0WoXy9BRmxbuzYbATs/YLfe2piPmJ+TCYDt1aYPH4i+hYLO21s7T0DGc6y16QAE0hYjcDAIAcChCGBdhianYuTm2w25yG5H4OdOBNLPQX2K6fxA5IL9AC0O7kdjb6a1L2T/NyGXojM9Pm/P+Njq7aEJsxNBzrmrkYHqb+27zNo21drcxb47HQGa8fb7Uit3COrfw9F5kl/EEqlOppvRKIRgtUwQsURqJ+RuvRUl170a9d0C5G49Bb0vd6DduyOQ3rdAYLsCLahahxDUmd5mmj7mAX9dhWSzqyQPjNz30OZ05J8VEw9q7FA0Y/BGfVMZ4ZDX1OKREXI/biC4CwGO9gQ7srH6lgMHlRaXL1sT9fOlrKJkFxS72p4grUsx0ucA9K7fVFpcPt2u9zeGTEdz4iTUB1NLi8v7r8qzT3/gwazMSO1ZudlLP9io74hC4CXPo8DzwDmcc3yH3OcvlRaXv72K7XJIxx+iRfImI8cee9ziqp7bQOj0ZDw6fVXKWxOyJl2TBpL6eJ73t598fgh6x/dEtmY0GoOD0Lw4FIV+jELv3mdobjrA87yFzrnDgT08zzvROTfHntHgnCvyPK9yVeq4Xn6brNVg/ZWVZDw6C6VM6I+y6U/+ySVDkAGchNw/MeSCGoYm7S2Qa6ovsEsskboUGayXEZvg71aMwI8pAw5AxmkvBHw6I/DQBk3+He2zCEqZELO/RyMw46cn2AJNaH2QgR5PcF7h1wigdESGc6xdl0aGM5sgoed2yGXW18qJo0n1NGvbUAJ2aHcCEJOD3HbbJOPRoZZ13i/7KGSci9ALOw6BiZEEqQ58Vy7IsL2MgrkLTd8Rq98ga9MUa/9i5HZ6HAXL30Pg5my2+zsQ7D4sQgBrCIq5G4aMxLsEoPpvCFz9GwGMLmhXX5Pd20KQVPYtghVhJTJE95mOuiFW7ERr5yYEx0e1QWxcvbW5HQIMm1vfZSKXps++fY9iVdpYWX9DoOkye9bDiJ2KIMCTY33YEYHvTCu7Mxo7G6KFwz+QC2eY1e8w0/9SNJ6+QZPrYtPDaQjoXozG7f0IvN6FFg0hxLoeg9jJ9gg074OA3u0IzF+AWLzDgS8sNcWNrGZJxqMfAB/EEqkTrQ5hNPbbo7FwHNL9DDQvnYXGbD7S8878N5OSRuOgAIFN0Hu7ynE3Kyun7Pjac8BzI75KhbYb9mwiHPLOXLC0V+b3s7dh0/5v1OdmL8+yuoTQmPdDMTz7uwS9g3evqTqWVZS0ReMny+qQgSVnRu9nEWKlitC4orS4fBZwdFlFSRi9e2lrx+2r+vyC3IUHzlw49Pqth1TUo3kiBOAcpJvxMiJkogXGR6tatiVu9coqSrZHqTXSL3yYugYoSMajaxTc/slle+BpO3NyvnNuJFooVwEVnufNArDzKXuj+XEYkJK3kzABm/w18JRz7iWC1DnrZQ3LnxKI+WLJMVckExGt+iWaNDoiY30kYrx6oBe9CMXAHILa2g8ZstEISIHcjv4Oy+2RYUgjo9tCEEhcjMDO4chFl29l5iAgNBdNdF0IdoB1R6v2rvasF+2e/xAcJzMMgYmnEBORQTCBbYDAQrPVYxlilPZAbM8/CdJeeNa+HeyeUCyR8mPajiFgCGcRuPzyEdPkoRfQB1fz7NkR+/wKgvMq/251q0JM4kDESGxt5d9BkCW9yfRSh1iPv5oeK62t5YiBzLA+eBCBiLPtdwNi70IIsLVBgBkEniOIScm19pxkz1yIgEsEgb8wiqEYg8ZEL9PdlcgVWosAwEIE8LZr1Q+LEAAdbuVsiUBSPQJJX6MxUI8Y0/+gmMFeyLVWbNcciADhBNNTNQLtaeuzwxDAvx4Bu0z7bkcEtkfZdfOR+6sD6ldnuqpHrJGf82ks6tu7CE5dmG86qURAZ0OC9CprDBz8RPyx2oJ0XIjGVykCy/7mga5o3Pi783xw41Bbswlc2GG0K/bmtXE49cE7XJ2H3qdIOJz2MiN1DpzvWi1B4+EONA/lE4BDDzG0a0RiiZSLbtb+mPzcxZc59yOj3Yz00x+BLA/p9qSyipKZ9tlfS4vLa81t6nseSn5LHXKzl76em7Xs/ZysZYMRSE47R7glDS6EQ0BgHhqrv0kMkKUBFKLC/xUQNo7Abq2stGaH0wSu/XGe522zguv3QX2/H3CJc26453lrNXXJ/0UJ/folfy4xF2OXZDx6bTIefROBsYcRG3A3YoraotX2a2ii6YLij4rRanEMAjTz0ECdioxwMwIVy5HxTaPYrBZkzA6wzztYdcIIQFQhELMbMm55CEA4RPUXoiSVLyIX1TKCpJq5Vt/9ELMxlcDtcjty5XyFAEYhYpqOQC6dKgLDFkJAchkK3p6KwEB3ZBg+RUa4DwIp1xMYiiWIrv4QrZx7IWPXAQHKwwlimOYhY3IbYq/q7VmXWXv2RPEhFQgQdkDMkr+RIQsBkLkIbLTYdQusb/wYORBgmIR2LNYSGO5ZqC/3sj4YZ/3whl37KmKLHkDAcUcEng+yeuyEVnu7W3l1VrcNTFf+DtU30MQ0CwEnf/u+v5P0ENOv756OoV2MH9j/u9vfFyPmcAICPl8i0DEfxU49gVyaT6ED2IfaNVVWt5MQy+jH5H2Ddtz6u1xbEIu1n9W/DgHMBQRgpZngfMpF1mdPI/Zuf6BPLJEKA8QSqTNiidS8WCJ1MK0klkgVxRKpf8YSqa347fIiwZiFINbLI0hQ24jGUAaBm/1bNNaWozHog5sWNPYnrw0QZvIoWhTQvnC2t+WgV1pys6v8HaBL0fv6IcH86oPJJmBjY57WhGw7Y+HQM1o8578/Hnrv/06gb4fGxFlo4ZDNamQRrzrkX9W7bf7AngW5y85F80oV0BIK0xJWq5sJ4nbXy6rJe0CWc+5U/wPn3EboHTncORd2znVEQOqXgO4koKNzbhsrI+KcG+qcCwE9Pc97H82fbQhCVNbLGpQ/NSPmix2Dsjtyx0wBBsUSqZOQIatAg+UmRPsvRgPRD7buhBizM9DEOB0Z5hIEwp5F4K0PwTmKtcjANhMke61BRj8LufKOteo5ZNAus/JDyJgUE+T86oImvIkolmwYMi4tCLh8gF6O/QiO68mwMgZY2Q8i4HQ4QfzaQ2gy3dI+64pAQh8EKD9CoPM9ZMRPQmzDCARE0sho9LWfjZHBP4SAicu18v2JPBsxO3+xes9FbNjmCNzV231ZyMA2IJD6sd1fZ3W5C4GRBGKg6hHr1B9N3jsh1upAe/73psdlpuOtEJsWsXaebM+stTZtgIzQBgictSAW7jjEWH1j+p2HxtE2Vlc/1qfJ6vKi9clTiJW6GDuAHo0pD43JkNVjJpbWADFhS+37swmYnM8R8HsNMSeP2v9LgLJYInWQ9WVbBJ6GozH+PALJt5ouZyOQWI7G1VRr6+WIjfDHyRuo3ycTHDi+LYov7ItcqL0RuzgJuTQ7IYD2AoEUWV9MQ8D9t0i26eExNG42RH2UhRYnva2tfgyjHzfZwer2GcEuzjTBOHUGHP+J4t1W2fW1CjLIQmtbnPtxk4HPzLVDc8WDBEeUNdn309Fi7n00Bla3zJmxYJO3+3T9smtuVrW/G3UQepduRZtUsgg2O8xDOxhXN4DdAS0w/NABP7wDpKPZiDleL6sgFmR/EHCbc+5Cgs1Xf0XvzFjUrxd4njfPOTf4Z8ppdM7FgNudc23QO3Yb8ho8aZ854Pb1MWJrR9YJIIaYlqfRYJuF3JBLCXYkNRHkmypDL309mqS/QoGMhQQG4GFksNohwxYiWLV6yEhvYmUXoUH5ImK8eiKmwafHlyHDXkuwemhBBmex1XExWgFmIWAzA7mV9rbnb45W+kUEzM9ce+4W9v8OCCBtgQzRAQiMXITixy61Nm5v9RiCgMgwtCK+EYGEUtPnTGv3syiYvBOaMPtY/Rch0NQdAZQPkEHsZW1cap93RszWVwTpB7az34+hXVdj7buJaBfePgTJWv0djnlWRgqBhF4IeGbbNUUIVCw2feUg8NRIcCJCIwJ4Y60NCYIVeAQB0WWmqybrk7vsWcvssxz7Pc7a3sHK3hONiWMtqH1r03EmAhNNyMDcQHBE0BPAXf6uRMu676fJSCMX+Ud2fRMCa87asw0aY7NNz0UI4M1BgOsmBERzTXdX299vI9A7wdqchQDWKMR2Ho4A3yTkyn4Xgb5XCdxmhyB277/clcl4dFoskTrG+uE3STIenWdAswXF7J1nbduAID3LBwSbV7Dvm1GM22xrr9/fztq4JdJpJ4Ls9qtdyipKQrUNBc1jftirpUfH8ZFenb7F6hBKt4TdomUbZLXNn9M/M1Lvfx4mcI1Xo/dtwpqoWzIenVpWUXI7WiD4EgFqSovLzyurKPkHWoBehOaby34KwmyX46ZoHugP3F5aXF67ilVZgPqxnf20Ztwc6tflq1jmegE8z5uDwhh+KufbT+trP0Dvkv//Wa3+HsOK3c/br4ZqrpdVlHUFiI1BMSA7ozMEX4glUjsigzCc4KzGbLTqOwoxZR7ByjoHTYhnoMBuPx6qPQI9dyDGLQMBAX9LepXVoRcydMsQs5Bp19Qi1sp3Z9UiQOO7AHxX4UFWTtpL8+p393c8vP+Ji24KZ3kZaFUzjIAJ8OO+fBbvQcTC3Wbt3MfK3gMBol0RQG2HDHQRCiL/Frnn/CD2WhQUvq3Vp5t9F7F7ZiJWzmd5qpBRrkGu3WorI4x2O96MQNLm1v4v7N4ca38PBCj8iXgZApFZVtaB1mdTrf2DkAu3I4opK7N6+Ezh03a/H4PWjIxvLmL5zjd9vIEMSS4COO2sHkNQUHshYhP7I6OTgQz8iwgUzkOGPUWQwDcfjZEtY4nUfabfcjSZ+QHRIavPLlbuNsl49JFYItUHAY37EBitQIboKMQAefb/OdauRfY7hICb/3eWtW+A1f1Q6x9HEKdWYD9n2LXLCNI73I7G0uWIEZ1g9zYD7ybjUT/uxn8f/j9pdbbrb5ZkPFoXS6T2RuM5jXTnx2LmWruqCFiUhQTHnPnvWhrFCZ6A+vNca8+xCIyuESktLm+5f+QBb2ZF6oZnhBtau/uorO7ijZ++Y0b/bp+19Ow03r/Fv2YJmkPeX4k8XL9H3iWY1xejd+wrq3tjWUXJB0iXEy2z/o9SVlHSGS3ubkHv5fdo3l1VILaE/2bBWksaLXJaVvDdOi+hjMz5z5+3e+eVuW5t1Ge9rBuyTgAx20X5F/9/ixO7AJhTPSNyR3bHprJwFpUuxJ3IMBWhCTDKf69KW9Bqem/kNupLwJbsi4xZLZpAfGBVj0DDDsg41CLA4gfQL0SGoMbqeA5ihJoQo1Rv9Wi0Z/ZpWh4+Ol0fyl34WR5dSqpHIualr12/HE2gfQj6pycCEi8i1qTI2nWOtSWfYJfnDYgBPBIZ+WPRrjgftBUhl9hOCJSBGKQZaDXk0MTdA7nsFhFsTFhM4L59BRnFoWjyfxcBFt8N1pfA1fcxYjNqCdxtt6BdgoUE8W4NiOnzNyqchHZtfmH6rSdITLrE2tJiz1iMQHgfBJK6I0Ofi9yJnpU51vThu6gj1jc+q3KaPXcQAmSvIAZtHxQ30QMBxQ4EY+VLxIp9Y2d0PmZ1fM0Smb6JwKYfp3WI6ed50+805D7uZ5/tjkBje2QQPTSemu3ZtcigtUdAq55g88TlyNC1R2NihOnwEruvxJ432vRaa+WfF0ukfkjGo78IYmKJ1ECgYTWkCvBd8D4Aw3432GcFqG/TiKnri/p+kNW7K2KoI0gvz1uZg63N/s7f1S75OUvLNx/46vn8BGgU5c9Lb7jByFDb/Dn+wsN3AS5E4+6vCNysSfFBnj//RYB4WUXJraXF5cstx9dd/sWPfhwtnDp380Pyc5bM6N6B+9F4ewLp/QHbUbmqsgiNw5MJdpGC+nMm8I9fOiJpXZb1xxatl98i6wQQ+6kk49H6WCJ1MVDfVBVKZXekbVMNla9cGf1HLJF6Ha32i1D7Wk+WHgIXOxCwC18hRqc3MrzTkbHz41OuQa47kNFqJjj3bwkyDMuRYU4Q5Dhaiia1Ait3NmKhLsosSvfZ4LDFBVlt030I4qmykIF8hOAgWz+dRba1py8ySt8h4LPcfg4jOHMtgibgJYj5aotcWIUETMFZiF1cZJ/djBicKDIYjyGg25/g0O9KFHQ/yJ59h/0/HRn1XRC71mw67YSYqL0JNhNsTXAU0WYI4DUgYOgHzm9i+qoiiFsKISC9mdVvE4LM5X5Ad08rfwZinY5CrFcYAbR8+3uR9Una6leHxktXNDYet78vsPIutH5rJjj54G1E+R9nz38NGf+nY4lUP2B8Mh49F8AOtfZTLHRG7riXCM42nWb6ed367DwEUh9F7kKfeW0yXXWzdhyAGKEeiC290u7tj+KomlDAfrk9Z4Td28v0McZ0UkmQ0mUPO/bpFdPPgcl49McdU+ZaTZgOT+D3ie/Of52AefVjFvexa+rs96b2zO72v0Pg5jPUVyPQ5oV/oXH3MgK+a0RKi8vfLKsoeQiNsRoEegmH0l7ntlMc/3/wew2aY45Cc8nNa6puKKavH+rXNmixtA16p5fHEqk2bfNnlw7rM2JKx6LpuSEy/tKl3aTikEsvRePsU+CS35N41kDWTWUVJTejOagNGmPZwDulxeVzf+n+9bJe/q/JnwaIxRKpPdFkuhgxCGcn49Em+64NYl4qfMOQjEe/jiVSLrdnwzehCD1dxo95oJYA1yID2ogAURYBe9IdufG+QQbsDDT5b4IMUyYCVcsRm/ItQQD3IhQwPsTKqiM4qHh/NOH2QUbidLQiHIoM4QDkJjgJaM7r3pxLwD5lIVajKwqU7o1ccnWIwatBbN15iPG6D7FJWcioPoXcckmrczlyv25hepiEwFINAlXTERi7GhnEexBD1oSYnYfQRB4icLMuRG6LdggQLrP6RRAjtLvpbgaKR9re9N9g93azNoxCzOChBDtWd0Tgt8p+NrDnLzW95CC3020I2Pn9+W+CRLpzEVjKIThweQuCM0Pz7Zoq649a08cPyEgUE7AzY6xO44D3bMy9amM0C/jQTnm4AIHRrxE43gLFHz4PHB1LpHIRM1lv/VXbql1LTIe3mU5mIMB3DIrjewG5mdNoPPsxUTUoTuwCFJi+KQKIHdBYfQmNBz/9xa4I9KWsPfsgMLCx6eo4BCqjiM0sRqxSJT8BFMl4tDmWSP3b9Pl75Vw0Jr5MxqMtsUSqGe0GHkDAcn5IELOYRxCXuRHSaT/0Tr6DXNu5aHwOjSVSS5PxaKUlf34OmJ+MR89cDfUGoLS4/LTHPtz1+0hW09X2kc+s/xSE+S763vZ/3uqqw8/I1WjsXIfmqQeBl0uLyxeUVZS4zQZs8sjUeZsemG6JNAFfh8PNBVkZy2dlZKTT6DDvF36h7FUSiz8btbrKWy/r5X9V/jRADK2c/MDjUxHrkrTv/okMxq0E7BRmDCtQIHUolkj9E7mlGtEEnYWM7DxEiTehyX8WMrT9kdEJI1DRGRnR3nbtsciAzUWGttb+zray+xPE5tSj4ObDkTF7ELnk8uxnKgIBkwlW8T2tvELE4myGgN5igpitfASIcpERPpfg6KOQ6cOZvhrt3tutLocig9yIjNHVKM4qCxm0HPv+EuSyKrBnZll9NyE4AL03/50mowattB+1sj61dsaRQW2ya6vtuyHIWA5FIGILZOw3NH3GrY/99At3oliqfyJX1DB77lH2/SBkdHc13WyMwHU+YqhGIyPeHcWFHY3A3hRk2O+xNlxi/TEMAbgM5Jo5CIG8+bFE6gMEbtsAW7RKk/A9AlJPIEDm98Ecc5/XI8ZnYTIevS6WSA0F3kjGo0/EEqndrG3fo8D44xDQnoJys0UR6JyDgMaGCEjdgUDvvSiGbivrw6MITjFosDY6BJqbTO+jEFibgtx6DmiTjEerYolUCu3OPReNxb39hVBrScaj7/70s98itoHB38RwNmKpC1CfTkdgvCsCW8sITrFoIYjJm4kAbFf0rnazNj0PvNEve/zJXXfLb+6yc/VWrObzKK+976SnqhcP36nn8ClzijpX1hMcHeVv2vE3DPm7FN9E43aNsWFlFSXt5nzXY+CEkZt8tuspr5UC1eaKXFBWUdITuLJnx283zc9Z7BXlz3XAhs6Rm53VmEZj/Z01Vbf1sl7Wy8/LnwmIXYGM0l/RpNt6+/kcNEkfHUuknkNsQiMCGiMR63MkitHKQW7Av6HV/ymI4fgOAaFcu7c7wdFF2xMkYfR3GR6EQFMPNPn3R5P/J4g52BCBqFwC9ucqK6MzYigqkHHobs9/ErFD7ezZmyIQ9i1K/fAmMvaFBIHfcwjYIn8n0tMIWPVH7kC/nD0RgFncqm7LEGvWBgGlRuTC8QjO9LvWrk0jV+ztCKAuQ0Y+m8AVOAcxOpXIuO+EQE42wXFBXa0vu1k79iLIet7JdPCQteVc0/3XppNZiBE6B42FxVbnuVZmtdXrIgQmhiH28hXEoFyDjHgv0+s7CMjtY22Yg8ZDb8RgDLN6JggS5J6CwHQxQYLLXsgFdW0skWpCcWNnodi7+00XG5k+M9A5fe8n49EYQCyR6o2A2gTkxv0SgeUvEHvaFgGNLRGo62H6yrc2HYzG5FbInbklArNvIzDiEOM6HBl8P3VCR9NPDwTuH7P6+Zs33oolUv9CoHsIGgN3JuPRtRlMvIPV720E7l9Fbels9Zxm9XoPgXx/gdUfjY0W1Nc9rLyI18LO4eyWstmvtx3VZefqrQncnKtFIpmNzeFIellWTv0naC7oisbm+2is+Zs2tkebTU4tLS6fvTrr8FOZM6lHKiuvfqO53/U8s7S4/P6ffN0J2Dwcbv6wQ5uZBwJza+oKc3AuKy972ffA22sgjcX/OYm4jHnNpH81WD+D8Pwmr3l9PNl6Af5EQMxYhifs56fyCVolv4LiQiqR2+9yZKCfQJNxjl3/sH33HXLTPGzflyAm7Av7rhlN/nsh4LQnco2EESPxKXIl+rvsfNB0JAIIyxDzsjUyCJnIGMxAE/G+CFy0IPdQJjK42cBA8N7LCNVPam7JqURGvMrKeYggBcQ4ZIDaImOyDIGdYrt2GwSM/F2jFyAj5u9k7EiQef4d5ML07J5DkAHeBAGmCcjFmra2NhLEzE1FMVSnIMC5EQJDIRQMn48AXTHaBFCAwMNz9nw/6Hy5Pe9MFDTchJir7RAYG2D9cThBXNeJdn+u9eXRCATVW5lhBGa2R2zPC+hczc7W38cRMHsHW/s+QGCpCgG61vFS/YCuyXj0Q0xiidTmCKjsjYCes2cMI0ixMQ+Nt0UINC6JJVIRY5a6mz7HxxKp84DvkvHok1Z2yMq40+r3IBqLWyNwNhotMiahhccN1s4MBALPR+NyKgKYhdZef0OJny4jB8WSbYAWM0sR4B2C3qNZaBGzondwTcrHiMXbBI2bYajeVegdeBsxlz2RztN2fQgBjL4E8U2b2j0ZfY9d1K5mWlZ9Mh5d7QCox9Dpx7886oh28ydveme7whnD+3f7LDcnu8YLOR5Hc0fTa4nDl3/y3M7TctvUnDFu6ZZrFIQBeJ5raajObp73fY8pK/jajxfrg8b6wG+n7UptQ9HUpct7bLiiZLh2XFJtaXF5w5qt+f+ONJPufBO/7gE/n7t+FaytSJxzacT8+3IgUOZ53rZ2yPd5nuft+xvL7g285nnesBV894GV/fkqlnkg8J3neeN/7dr/y/KnAWK/JMl4tBzoG0uk8pBBykYG6Xxk2PcjcKM1IybrAbR6rkWGpR0CIluiyagYWGDuzUloFf4ZAkuTkUHohlxL8xDIeAKxCn7ag1zEhNQilupmZFQ6IrC0NWJRFiDQ8KE9vytQnp+9aL9wuPkAz1s2oqq2Swgxe1HE2JxqbWxERvloZGwmWfv97eFPoZ1+/g7QQoKDnusRK7cnAQtSgEDkWwjgTCHYVbqhlTmt1d+9CWLBelv7skzvu6Kg8WcQ+HwHgcbjTN+7EwSZY3p4CgHZr60ckGHdDQG6DxCQ89MqNCImzw/Wn2y6OROB3qHIYC9HoHcbxETMQ8DifcS4bEHgKm1nfbOT1W0nBFJetnt7ANfFEql3TX/nWZ8dhdg6P2VEDQHAOQ/FO82IJVIbIdfnv4HOsUTqbRS7VYvcpvcBOVb+pSi55RZYrqlkPHptLJEqQoDkAWRAPwBeTsajY2OJVD5i1BaZLne0do9BjNd+BHGM3xOwuX8h2Pmaj8bC8SgswI/jm9raKFsy5f7AJDtOZk1IXzQ2/27P6oY2k0BwRNdpBCx5GPWb73ZvRK7p9qiPPRciI3+Dps3yN2j6Lbv+flVKi8u9Fz5Mbb6spmtxbUObrPrGQje45wdEMpqvy82u3hQoaKjNui4rr3afumW54/q4iYdP9Qav0R2TbTpV7tjcGIl8OWeHZSv4ehSKR90Ui2Mb3ifF5Dlb3fPAqSf8Fwi76oULDvY8d2T/Hm5IyHlvoMXdevlzSJ3neZv85LNtV6UA51zYzqVcG3IgmvPWA7FfkNCvX7J6JZZItY8lUt1+w32FaPW7OxBNxqP1yLhFkAGtRIBhPmKDqpAxvMGu+xIxDd/YPa8B/7BUA8cjI74xAkqXI2N2E8GOvJuRwV6MDEUbZBxfQuDjAPRC+Dl3NkTGcD4yGP2RkS9EzMUZkUj91Lb5s7ymdNYCxDRdhoz89Vb+psjwH4ZAzAIERKoQwGi2ei9HLEee1fkBNHkuRrFUdQS77+rt/wyra8Q+W2DlDbD2zkRsi+9SbIeMdz7BYdTZBMHwz9kzClEA/FTTyQLE6n1EED93hPXjpqbLpXbflcio1gHj0800e96PLrUsBIb2TcajryLgW2PPnoXcdv6uUH9jxeYItH1mdXjO2lQCPJNuojrdQG5DpTsbgaZjkLvweQRer0NjqBSBzk/RWMlC4+M44C+ZGbWZWw35zw4H73D1/FgitSUCb2+g/HHfEhzL81AyHn0Lua8LkGv9eHtOZ+CFZDw6yQLMH7DnvoRiwXYwENbO+ms3xJ7NQy7hh9FYLUUxZg6B7POs/c32WUcEHr+1/q9GjPODpp9tYonUWMuVBnK93oeA3pqSu9B4Ho5CCs62Ojbb785ofOyBXMXnIeDmA7Fh1i4//961CFi2AMNiiVT7NVTvkS1exhHpdOSGyupuI6bMLZ4eDqfLa5flNXz52ta3dBk4defcNrWRoq6LpxAcqrzG5NQ9X689Y/+XVgTCMFbrEFrN+bnZ1Y3D+46YV1ZRkiyrKHnQ/7yhKefeeUv7xWpq2/SYP6VL1orKWy9/HnHOtd48U+ice905N8k5d68dW4Rzrto5l3DOjQW2cc793Tn3rf38tdX9Gc65p5xzE5xzSedc7gqed49z7nPn3Djn3FWtPr/BOTfeOfe1c+5m59y2yMNyk3NujHOun3PunFbXPLNmNLLuyVplxCwJ65vArFgiNTwZj64K5f0SAjZbWl4xkCG8DoGqMchQD0IuM991sQgZmecRg3YqMrrbokl+Y6+FOVXfZZ1e0K/hrVCE9oi1aUSGN4pcVWejwOwsFFh+OjLupyOA2BXFuR2LVvaVyBgfRnB2ZAQZi0agZenynqctXd6zGRnDG5HBPdLK/xsCVy/a73xkWN5AzNlk5PrcAxnSD60OwxEA2QMxWM2IxeqEDFoYGeEPEfDcCBnz7+3eHBSY3h8xQG0IXEGLkFEvs2e9jozofaaHiRhVjib9rsi4/wUZyL8i8DQNuZkPtHZdbG07B0vA67XQtn5eiJyuLS0u/GMerSx0JmIUAWvfFfeJ9VOGlTsOxcG9bO07nSDOcFfk3j2ipdFNm/NWwfSu0er24EWQuxPrp7NRXNi2BAfl9rZ+zQBeTcajU2KJVG639hMy87IXHTljwYYPIWZwNvBxMh79cZIy3fpyHxpTWyKgOtN0dWwskfoLAlInIZbsVMRkPBZLpDa2djvggmQ8enMskXoSsaQnIWZpCQL/XRCoPo6ALfZ3HfpB/AUE+bw2t3bnIeDbweo6FjF2k1jNEkukzkCsbBYa434QfqZd4qfO8OeJHAS6zkHpM/6NxnUuWmD1tfpfiMD5d1b/1RofZnXvCLQk49HRyHX8o5z5tyuf+ez5nXbtMnD63B2OfufeT57d5fKp3uA1ltdsZaSsomRjND+l0OJnE/Te90PjbLl/ba9O39zXrf13Zz1/6dGTKue2P3n2hAtybr7qX6f+AdVeL/+/5DjnxtjfUz3PO+gn3xcjEmA68nocjDa95QGfeZ4Xd85tjt6frdBc8JlzbiRaEA8CTvI8b5Rz7mGUVeCnG0wu8TxviXMuDIyw8y799EyD7SimIs/zKp1zryB3ZxLAOXcR0MfzvAbnXNFq08o6LmsNiMUSqSzkusokiJdZFRmFJuTFrT57ExnaVxHz1Y8gcesSZEyqUczROMQkHEaQj2go8FblhKyqOW8VXd/78CXX5/VocgTH2hwA9EzGo3+NJVJpNLCzkYtyIZrIFqPcX8cgY+LH8hQjgLgZWq3nILAzAbEt5yN3SxVicg4EPkjGoz1jidRoNDkutXq+gQb5ELTz0d+scKk9uwmBoq9Mx48g8PEyctckkJEdbtfeglboOyBmpw8CAmkEwqYgkFCHjHUzAgvjEMArsTqcbWVWIhattz3vSP47I/ws67s85BL0WcWPUQB7fyvzOgRCe+OoTDe7emCQ10ILjlynxAB+oPwRaCy1t7pG7f+FiL0JoQnpZTQuNjC9v4fYo6ZInje614FVm7gwxyCwfioCq3sjYP9vgp1wuaaDL6wd7WKJVG4yHv32tref+A7C3atqOhcm49FvgH6xRCpizBYEbtEi9M5FEUCqR6AijUCg71LOMj37AfOTrb/89AgOsUI3I+B/jLVzHJoQlyL2dRCKm/MBWMjaUk+QABY0Lk+0dr1PcEwUlqD2boKkq6tTDkHv70Q0hgpQ25uR6/o9ZEg81H/NCFD3tx+HxvxiBMJap44Yh8ZFh2Q8WstqFMun9hl6P4b+9PuMzKbNPQ+ychtGbXVw+fVbHVx+dlnFlW+VFpf/ke6ZY9CYmoIWefehkILrEev7I1A8fecXLiurKLlp8mdD9u8xdNrNeUXL1wfx/3lkRa7J1lLhed4UAOfc0+j9T6L3/3m7ZnvgRc/zauy6F9B8/Qow0/M8P+XIk2h++ikQO8wOHs9AdmND5HqsBx5yzr2GbN+K5GvgKefcS4hcWS+sXdfkuajjWoDjVhQc+kuSjEcvS8ajeyXj0bpWn01LxqN/Qav/KoKUEX6c2KsIMEy1z/uiFfR9aFAuBnpkd0zPbrdJbXZ256aOyAXXYj+NQF0skTofAYTHEZtSgIzYDijIfBgy8o1Wl0OQG/NIBEJCiPloQqkKOiAD2h4BkkVoRbp5LJHaArm2/I0EJQh8vY8m0CrTY461Z5G17WJkGOoIDix/GYGyE9DmhlEokP1alP5gdzQx+0zIP01fcQTOiqz8CQg0LrNyK9EL9RVBAL0fz7UIGcAcBFoPJYix2s3q3hkB4m4IwB1h1zcgkHKCc7Qv7J2e70J81lRDBA/nebQgkNDd6no7Ah0OsZCHIeONPbOt9U01wdmW+yLQ3gMY7cJkI9B8bjIe3QSxKXejyep1BFTH2bPiiEmoB65NxqO1sUQquzBv4enN6ewDhvV5/2OAWCJ1JGLGzkQ76D4x3Z+GAM900/MIggOgH0jGoxcgsH0xivV6FYG4dsAuyXj0czTmPrL2g9jbL5DLNWT69qyeXRHjFUYTsR8jmG/Pb0HjaSnQ3lJTDDIdXGVtybB6jI0lUj1ZTRJLpLqjBcurBAHk/oaKSsRo3ouAwhnI3d2A+nGMXbsMjb1j7bNa9F7fh96xu6yc1S0tSOefrejLLpsuuH+zk76u7Lp3zXNorO6NAP1vlrKKkn5lFSU3lFWUbFhWURL+DUXcgGIvn0BM+Cz7vTOaq+rLKkruKKsoOQagtLi8anLz8CdPe+CmroO2G3f676n7elmr8lO76v9fv5JxYT93PwDOuT5obt3V87yN0ByZ7XleM5pHk2iOfetnyt8HvZebAaOdc+tEnPqalrWpBD9NxD3JePTN31tYLJHay2th0bwP8rt03pELQ2H6ERzYnEaut3sJdlkWIINcjCb7T+26Djmdmu/O2XX5k2iy2s3KqUSgYj+C3FY+U/Y9mvQbkXHtglxDZyDQ8h/k1roDGbxr7FnTCZJRzkVAzKHYsGkI+PzH6vkKwbFLIQQCKtGkuT+aQNsgvUaQcchFL8ZpBAbeQ3FVS+zUgeMQ8HFWp0nWzib7+RQByKXIxfgqAtH32/X1yGj2se/vM13sBXyRjEeXxRKpW5Ehr0NA7zC7J4LGXDVyJX2GmMFC69YnEQi6zeqxI7AonEW4uZamdEPo2uz2LQOQcRuYjEc/iCVS21u7r0ExewMQKMwgSLJ5r322n/32rM9CBPm0PPiRAepPkL5kEfDXZDz6iTFcOwBVyXj0w1gidQtw8huf/f14xFp2fuHDVKP1VVsEoN5HLF0EgbkfEGv1IHLTDrG+PzKWSMURoHzGfjqYPl4EOsYSKZeMR0dZHTC3ZBYy9H0JUjucg8ZWHQLgN5n+c62vqtBGkGHW59dZPbHxcAFyX4PGVY3pyncZ/i6xA9NPR+M7Gy0CWgjcpncgtvs/SIeHIGZsDBp3Xaz+t9rvAWicfYP663QE1IYAk2KJ1JfJeHTJ6qg7gG1aOPTnvv9i9mGvUuDtQo2rgxcnovjPOb/1eWUVJfshA+cQ454uqyg5FSgvLS5fsDJllBaXLwL+bYeC9yE4zizalM5srqrpOLR94exOBCypf99aZcP6uIkbo3Fx51Rv8Arj3dbLL0qxgaXpKCb3p2lMQLbxUefcDWgMHIQYU4BezrltPM/7BMWbfvSTewvRfLDMOdcZzfsfOOfygVzP895wzo1C7yOIYCgAsHi1np7nve+c+wjNV/5u9f/TstaAmB0kvP+q3GMBwwNRcH5zq8/bAo96aZqaqsKF6XqXFcrzHAHIuQVIWGbtjdGOwxsI2JMhyHXTHTEVGcl4dLzlU+qA0HoVYs9GIeP0L2TIbkTpJb6xJbZe/gABAABJREFU69oSULf19vtiYJ9kPLo4lkhtZ5/1RmzDv+z7QQS5u0KIQXkdMSa9rJ6+K/ZNZAR3QEBvEXKT1SHDO93qOZ1Wu6IIsqdXIFfOf1As0HhkvJYiIHQAAlTvITCYtp8SxHztiwxbjdW5yup4OHqpj0HM4N6xRKrFrg8hEDrBnh1HK6EM+3neyo5bvR9F8VhL7fMxwIfOURvKYF4owsaR/JZLEbgKAQ/ZBg7f3TIZgawJVtd+CBxtgZi/mxETNxYxVUMQSLkTMaYvxBKpYQTB4JXA/cZC+bIpAj1P2v9trC25iGncFDGeyxFTdWsyHl1u5zM+B8SS8agfh7bckrq+ioDYS4il62o6vQwB4E3tpxPQGEukTrV+vNGe5SHgPByNl6+tDz+ytp+PwEwb+z5u/59seipC7rsaq1dWMh59yG+wgY7DYolUaHXsmowlUh1MF50JmGcIzoT1YwXPs8/L0OLpWPTObYLGfNjaf/DSr3N2r5+f0dx55+VvhTLYC9s5ade1B26LJVLvAM+3ZtTXlCTj0YmxROowlFDV4zcet3TVC+edXF3fdoPhfUJdM8ItmWh8FyBdPQJ8WlZRsvsqgqULke5GAFt6HpmzFw4Ifz97+4uim993FHrv/zBxoZbNQuH0bummyH8Q47leVk1GozmtP1pcvfjTCzzP+9I59yiyCwAPep73laWvmAScafFh45HbuvW9Y51zX6F5cibByQkFwMvOOX8D19/t82eAB5xz5yDg9ZBzro1dc7vneZWro9HrujjP+/O6/2OJtxZs2v/ljj06TmyKZKS3f+HDy+YhBD0BuDTdSNPc9wpKOu9Q3SGS5xUgsDITGS2HVstfosn7NMTAnEuwC/EsZHDrkWG7B4GHR9EKdCAytA8iwzgcGfF5yDV0K8EuxM5oEpuFVq2jEBD6Aa3or0RG73FkOFsIzrt82+p1JIqF2RgBm1yr500ITA61Ns5CwKINWplfjVIbNMQSqcHI2CYQS3QIMsCDkeHaEa10bkds0GirQ7mVWYQM2dcI8M2xOkStnQ2I3dnGPt+NIKXFB8h9epzpvwwxGbtY/V+xNnxsnx1hul2KgF03BNAGowlkpPXVcuT6zSYIvP4GGaahpssGBIoz7e9q64+RCDj+xdrSBoHQa+35YwgOc98HgborgOeS8WiTgf6T7ZpRCES8QpCw9u5kPLoolkhdZ322n7V9uR3dk4EAdAQZ5B8QG/EFAp6vovG8FQJI/o7H0wlSMzyFWKBz7brxaCX6HEHi3h5o7MyyvnjHdNoHgVLPdHK/tbubtXkOcKaxi0chsHxdMh5dEy49P1b0bmt7d2RsOxGclVpr9ffTqJSgRdQRaFFSb9ffjZhGZr3W5pK6uZGMPkcvHp2R4/n9shsaB08h8LwMON0YxT+93PvBQe2+mbz7/EhGbXh433cn5GTVdEY6yiFI09OIxs9lpcXlk1vfX1ZR4tD7vrS0uPzdn5ZfVlEyD+jsedDUnNW8cFmfp8/f+/5j13S7fknKKkpcQ23WGXXL8s4u6rrkdAQUGn7PuZdrW5xz3krmEcPzPPerF66X/xPyh/lnzc3TF5htqSj+P8nLqryzY9HMKzPC6Yya+sKdEQNTCByRjEevBohlph5DcSJfoKDB1xBI6IRAShQZ7bMQyNgTuRD/jVxE/ZCBvxYBonYIGJyKJrrdrKwz7Z6xyCDsj9xn063st5Fh2R8Z6eVo4ixDKxN/5+RRSO81yKh8afeOQquYZoJEliDQ1xOxfWG7/l7kvllkdb8ZOCaWSN2O4sGuSMaj3wMxOxtwR2SI70RMoRdLpC5CzOGu9rzuyIi3RUCgvdX7UAROLkagpg4xYJsiYDsRsWnHI+biPsTqRRDoOQcZQT9FxgDEVO2LQFgG2szwmum3yMrsYu1KIRC1p7V7gn23EQJdI00PRQQxgN/aswqQm22mtfk+gqSWM02fvZGx392e0RuxlmPtjNP7EHu5CIHHf1p/nW/XLgNIxqP/sP7yk78uQmNjKBoDXyXj0b2tP85GYHQfBPCnmr42RkBpBgJ1sxEwa7C2HWb3vEZwJuN7pueY6aMbek/etp8BBDt1CxDQmW3P62z9fWsskYqhdysLGBhLpE5AxzH5GwZ+s1j6iMPQTtNZtvGlALkk8wlyxvkgzI8Vq0Xj8wvkkh+Bxl0tcGUyHq0G6HPexNvy+zTkZ+R42fbd11ZGNnqPlyEw98XvbcvaksLcxUu7d/zm7dzsZTtnRWoGE7DcLehdykT6OxztDr2yj5sYAbKmeoOr0Xt1NNrw8f8BMQTgTnaO5sxIw2XdO0x8ZA036VelvjFv86ycmr9k5TZ0RgvhLLQ4vuCPrdnKSwbh+SuTrDWD8O9+r9bL/478kYFyAxG9/kMskZoBPJOMR79tfcFjZx3xz8c+ufce59ikfOwJH2KpDWhF9Sfj0bkGKvqgyaoAMQanIBDWnSBh6O6IKm0kCLKPoGBskFtyezTpT0Msw2S7fz4CG8chNmkhYqqeQG6lf6HcVv9EoMVf4dcg4JCNmIt6pPfl9lOCGJMcgkzx7QnSDYywa8YjpigTGd4mBKAORWBlD+SK6gAcEEukzkVG7n7k5tnaypgZS6QeQMb8OrTqnIGCw30mwiHAFUIutzPs960IvD1hz3/Anv0GYmY6mF5fQUDoNhSo/pXp4xLrg7jpbxkCGe0QiLvdyuiMYsx6WR+eihjLBVZWDwRkwohZaTS9zDXddrHyvwBmLvo895Std/ns7OqpHY8dfNbCfdEmhhvt+/FAUzIevT2WSL2AmMsP0bh53dr5NnJHXmd6PgsZiEtN55/EEilXOS67d5sh9du6EA8B1ZauZTwCi9/ZeMi1fp1t8XRfmT6/suc0I8PZGwHdRxEQ7Gd1/pLgPNaBiK3rYvcXmO5eQe/WPARc2yE2bCFaPGxl94TROG+wOpW3+u5yu/93x3Na/Y8GTowlUguw2EyCHaCe1SWX/3ZX9kELpGy0+DkPO6rLB2GxRKr75jdzsbVvc7v+BYKUKRloztgNsdF/mMQSqa7o3NHmX7vW3I37llWU/B2x261lChonG6HxuUtZRckGBR1vmBvJbN7soRHnTMspIIkWjz+3O/1FNK9U2fP+UGAQS6QiudknXLRFv2RB+7bzimyHdAvrmHty/bFF6+W3yB8JxGahOJ2t0YS5CyvIEHzcNh8sBFKlxYAMH7FEKhRLpPJaxbXshFbcDYgV64yM7YmIEbgdBbdnoh19sxD4GozARlc02fvuwjCazC+0ss5Gu0B6IZ0VIxDVGzEw9WhizLL29ESGYQZihJqQId4DAaud7e8BVl4DwSrXB0LN9ozPEajMtHoVIKP0vdVneKsywwTnY96GDNtcgrxUufb3tVavh9FOqvH2rJmIealHBniIlbMLMpznIHD3T9Nho913G2KONkZA7Tlr/5X2vE0I4u4GIqC5DBnaeuQe7YfYmVzEaN2HmI3HkAEeYW3+F2LqbkTuuzYEBys3EiSYzUaA4oa8Xg3nFA6oz+5QXPMvq3sJYmduMIbqzlgi9SWKj1iGwGOB1W0icFAyHm2OJVInmo53RzFY3YD2sURq04Yl4VELP8nPaq53jR02r1tq7TgHAbYLgRtjidQOaCzdTADMplp/9kdMVT4CWXWmt+loPGUgAJhl7d8GgbIBiAX6AgG+IQj0HGvPWoQWFzNNj9PsO3/HdB+raykCvf9GQK4bkGcbBH5v/MKnCBjehtynYQLGF4ID4v0NIwVo3HZCY6US+EsyHl1Eq8O7LXnu06jP5yId3mxtuAstmvwNBj9Nb7FWJZZIDbF6PYLqvLKyFM2Pft39VB6L0RjqBeyQTrsdznz86nR9dW5jrVdUnOXNj4ScdwbQqayi5Ag0Rl5tFU82GmjT0JTTY97i/vXXv3rmuxfvd9fnsUTqdJQfbUVB3mtS0jU1bcdP/7b/du13mNf689E/d8N6WS//K/KHxojFEqmHUaD4ZGRo//Frk34skcpGBmYPNLEtRgbkKzRhP4pAw8toch+CWLCrEbh51T7rRBADtTEy6K8j0JGBDP1fkcG9EsWkNCPD9z4yVkcjl+JtCMSdh+KkvkcxaVHEcoTt/3b2vLdR7FQTWq1H7JoImnh9wFVn7Si18p9ELiifMchE4CNt7e9qz/Ddcs2IrXoUGdz/WJvfsjImIiD2AoqNOxK5CW8jSIpab7p50v5+Erk4m5GbrJPp4s5kPHpvLJE6GYG+OALAg5BLsY4gPmtHq/dM02WmfT/Ryv7Krplv7ahAbsNe9vxe1ieTTD9hq0MmYj6WEBzpdBewi5dmexemwtr7IAI9+yLAmW/90ohA/Yv2jPjeLfeO/YFNr57qNtq1yeWcioD8PIKTDmYAWzVVh0bOfacwo2ij2ubC/o1HIvAFYu4+RBs8nrHnHYDcLWkE/HJRDNRhCDQ1IIM9lOAQ99PRmKlFcU8Ra+ffgFnJeHRD+PFIohfQ2Ks0PV0MvJ2MR0+NJVK7o1izTmjcL0fvxI0I/P7H6nghAmOxnwsdWBWxWLm90Xg4H7F6PjvoCJgwz36q7JpMBEaPQCD+EMR29bR6d0Zj53v7LB/pdQRa2BVa+WOArZLx6FqPN7rgn/H+7z1x0A49T6jf0fO8TdK1jMxqx0Urs3GgrKIkAy1MBrX62H/n/Z2srrEuQkNtFnV1+c1j5++/YNP+by7r0GbmgwTnofrpBcba7wOBvy+s7ElGuCkcDjVNLcxbvM2n42OPzl08aMFz8T1OXI0qWCkpqyjpWb0k/+ncNtXbhsK4BYt7sXher8kTluw86I/ot/WyXtaWhH79kjUnyXj0RASalqDYqtyVuO1UFBcxDAV2v4Ym9huRsS5EYKY3MqZh5JJJIIBxEGJflqCJfUdklDIRmzbH83DNdfT1PM4jyOm0LXIhdkTxCyMIEpRmIgB2GYpVKkPA622r7yWInclCxm0AMpAfWL3nEDACNchN6Qdqb0NgnLYh2OIfsec601t3gq3nBSj/0scIXD1gz94HGaPjEGi7CoHPrRF48lmKAxGA89MBVCAD/Y61fStkGMKm16HWDqxOvVAweQwZgrYIMFQgwDTG2laNWJ4jrA8nIGAyjR93x3lAcwfwHkAGpBoBuL1NH3ciJmg/a0cDMs4ZiOk7DpjpwuyD+n4WYgy3Q6BnsenyWsRU+PFl2wJ31NBml/bMPi6H5cNQct+HrI7vAfcl41EvGY9+Gslv6dzr4MrdC/s3HoqAXAwxsv9CYPEE03e+1W9r4FkE/O5Dp0FsbXWZQrAB4kiC3bAZVv8SxObugcbDIvhxR+KZCKAuR+M6gcZGaSyROh69Nz5g8WOx7kVsc1f0/txrzzx3dYAwgGQ82pyMR18hyOY9u9XXfuoKz9qfRoymn7olA7nFL0Ag9iX78XdeVqExVkNwbNd26H2ab5+/8EcY87KKko2ye7Z803HQ/PsXfpo7OJzFxpE2nIN26fb7tftLi8ubUQjEcvsoTZCi58e+ycxpasTjvep0xxPA3VKYt6AGjRE/Li6CFjF9ULxcTyDdvnBWQ0a4gfycJR2BxFZDktvsvXXi07KKknvKKkoGrh4trLTU5rerHhMKcygwa9Ynw1vmfD2ka99nv+q/luuxXtbLWpU/0jUJgAVRz0DgIQdNmr8ko1C9M5Fx/wRNTPsg8PM8muS7o/ipbPv8WWS4MxDweQQZSZ/yTyOQ1Q4Pmqo5dvnk7G5th9WXoVidDZFRmIrYhVqL+dgJMUxbWlnzEZDIQ0xfDXKbNCHDsQAZieFoFb8bwVFMXdAECZpkW5BxdHZ/LoErawNkfC5CBr8agbxCZIDPRYAjy/TxHQp8Pi6WSJ1kz3EozqQbAjMRZCi72X2LrN1jEBDz43rSwKUW43S/3fNvYz3GIsDTiNyqs63NOcg9eRUCfc8jtmo0AsUOMWF+X14InJGXvejSpubs3s3p7MYWL3ILAoPPI5ZvSwQMT2x1/5eIOfoQAe4OCECfbzq9EAHrfOT22gSNkb2t/SHrs9lAz5Hu8LOP9K495wc22xSBIOz7JiDbjiS6PxmPViJwTiyRCltfzref1+yelxHYzLK+mYAWDVnIDTuIIFXKTcjVNhKB16TpbSBi9PpY/7wHvGy7Nhcg4BZG7NupBPnUshBorSU4Z9RDY+peNB4XIcBTCXyUjEf/ayfe75FYIrUVAr432nO3RSxNCMXEpZF7PWR/z0OLqQw0nl9DC7AQWsh8hvpoCgKmY61Nmagv89CiqNba1TmWSL0FXJ6MR/1t+2tc6htzq+fUbdSQs2FG7bIxoYuaa3jaa6Eps5Cp/Ppc50tvz2Oc57FpKEQL6t9H0FxwBFr4ZBV0qO5c0OGbSX03+OZpgpjAl5H+9kDvfBYKH8gDjgqFPApyl3poN+8RzhHJitTvhhY9Ucs7dsfayCdWWly+mOCYseennB7fL2/x8i0KZlROX9PPXl2SFXbzGlv41WD9zBDzG9Le+niy9QL8SdJXxBKpYsRWPYTilvqgnW5Nv3JfLkE6g2eRUW1AIMVD4M7ftj8SAYE29qyLCBjBEDKYYcC1tNC2YbHzWhrCD+f1aP43MnaFyPiOQ0DhOMSi5BC4V5Yl49Ei2xH6D5QG4R00af4TAZwCZHw/RhPjcGTg30ZulzwEDBrRROuvSqusDb3RxPsVAjD9sTMYCZKljrRy85GhXYjcWQcSsGVPISDXB62cWxCbciEyxN8hoBhGQerXW/lNwOvJePSgWCKVjwzk5sgQtiC37wXWD48jYzkMxUq9hhjI04DpyXi0j6UzaPRd0rFE6iNkaIcDVRt0/vL03KylRyyu6nnUgsqB09COzctNDx5BbN0iFLvVH7FxPyAmcozpy9/1+Zi16X4EaPKtrsuQUe9AkIQ2gUDl3+25P6Dx9joCTudZe4+yvpycjEfrY4nU3mgsf4dA4cdofJ1i+jsesW/d0Xh8HwEnP+fclwgQHW46uwmxia8hF+X91t5tEbOai1jPtxCIOcj6qh8CI7OtnyebLnKsHq3HrkNu1uEEm0imJOPRmawGsY0QeyMQ/R3Saa49dylBXF85ArHd7Cfb6rgIjfNCBGCr0CJsCMEu5BusDQdb+f4Gnka0+MpBrtaPVkebVlYsj1xjMh6d9lvuL6so2W/y5/0v+eQ/u3Q/4poHQhmZnr9gHVBaXF5fVlHSBYUBRIF3S4vLDy2rKNkEAfq+9uOh+WI4GrcdUWiFPwdejeasMBrj8xCAGwuUlhaXrzNg6I8U55z36nZdf/W6/UbN/U3pK5xz1Z7n5bf6/3hgC8/zzvr5u/6/MvYHNvQ874ZVff7PlFcElHqed/dKXPtf9f+Nzzsea7Nz7kqg2vO8m39PmX+0/KGuyVbyNTI2byOW4wnkSon80k3JeLTWXEMeiqO6ABm2fAQKFqAJfj6aVPLRKnw4ansIuWCq0MSWCaRDIVpyOnoz83o034ribTqiCWoMYlo+QMZitN3r74KqtN9/QzFSS5FxnIdcBFcig3KtXTcFgZ2OyEj9YOU1Wpn+5LcEAad9EaiZgIx7CUGOqEZ7DnjebggAziBILuqzOaORsb4K6JyMR8stMPdEK3uoMQZ+kPRixEI+ZHpssnpiOvsPAkPbINfaTMRwvIYYGZ/lyLc+6oxAz7UAyXi04SdxgXsAXZLx6ALg++nzN7t6woxdo3efdOZkghMMeti1HjIak1G/X2G/d0BgZzaKO+uG2KDe1vbBqD/fRoD2SKtPX9PnZsi97DMIQxC4Pwm5GG9HYOdqa2Mp8HVLmlF93MQN0w1uEnLtPpiMRxcjZvYa7LD1ZDx6eTIenQCcUpg3/6ItBr74F2jpgUBDFtqJeZvpdSv7bFO7f1fT+bUIuN+MxsFxiNlqIMhWfR7BeXBV6B3IIEhC66xv/NQRfm62HRBguofVJ9db/TOtDbOsjtOsvm2sjv3Q2GkdphBCrOBUgqO7eqPNELui/mqHxuwA9D51Iog5iyAA+uDaBmEAyXj0u98KwgC8Fu7ovcmU4tw2y1vSzZlXIXDdA82blBaXz0Og/a/IzQ2aC0YjXTj0zr6C5puT0ULDtbq2BI2rr9HCoBy9812QO3i9/A+Icy7D87xXVhcIMylCO+vXy2+UPwsQux25LNLIaG2FmLGPV7YA2xI+CE3GoIm9I5qE30UuNhCI+gEZHghyJ2UjxiSNgM50ZGwjaEJfjliMbvaMoYi56IrcgB8BOxgb1oSM3aUooPgCZOS2tucstLo1EATne8gAVyGDVYeAlA/KBhPsoFpEwFpFEFDIBzLxvDa0eLmusWl3grMtlyHgNRSxKD0iXv3f+rV8UXHCzc88bHq4Hbl7NoglUgegybcLMngvo9U2CPTkxxKpY63ec60efizPk8ai+DnKKhCAPcnq34zONXwQfswnR/+8cQUHXvPuv+3aQ2OJ1CfIaC8GrjH3dT4C7LMROG0yvfe1PhqAArlHm46/Nd1fggDxZog1K0TGfioyRh3ReHvT9FtkfeUQWEsj0OlMl4MRqG6wEyPaAdQvChUC9465pEdH5GI8y1yGo9D4bgAWxRKptrFE6iBgyQadxnbMz1lyXlakpo/pt8aua2999Rdr90uIib0fMRcggL0h2kgyG7FA5daP9yN273vEsvrxUT4Lhv3247OagXvtgOzvTRcPspokGY+OTsajWyCAfDZ6L+oQK9iIxvqxyJ29OXpPqtB72oJAZwbqg+MRUxMiyFdXiMb4W8i9lUPA8vnMemkskbq81WHsf4jEEqlNY4nUP35toelLbVXuE1O/6l+DC03Nym14ksAL8LV/TWlxuVdaXP6Yn7zVwNkd6P1MoTG7FxpLeXabr4fOiD1cgsbM7qgv/oJ0u2VZRYkff/qrcsHTV2959iP/fu7vT9w8ZGXvWS+/X5xzvZ1z7znnvnbOjXDO9bLPH3XO3euc+wz4l3PueOfcnfbdmFY/dc65HZ1z7ZxzL1k5nzrnNrJrr3TOPeyc+8A5N8Wy5YOY6H5Wxk3OuXx7/pfOuW+cc78K5J1zx9rzxjrnnrDPOjrnnnfOjbaf7X6ljHOcc+OtnGd+hyrXuvzhMWKxRCpEsM18LzThhu3rn91VZFnAb0QT7V+S8ehYZPw/Joih+R65JCYQ7FDcDbFPftvbIYPUwb5rRga8F4pp+RpN+E8iw7gHAl5XIMD4LjJ+LyIWYykCZ03WnquRUT7N2uizEUUE51ZWITfB9dbmbxCTdKhdk4MYkWcQI7Mv0KWpOrQ8lNlSGc78cdW7hBYvj/om52VHOiCX6nQERvwdapnAq52Y/o8teCcyxttlJ4BkPPpMLJEahIzkgWiyXoxYoY4EuyrvQCvqI0z3ZcgY+kb9ZdPrGGRkC+yZS9GKPWT9dwFy8x56yM2puoF/ccfjPN+1moHczPOT8WhvA2WdEWMXRrFlzchQLCU4TD7fdP8iGkc5iGGpR27YHGSoX7B6HWT9fBcyPq+hmL/29n0GAgwnmB59sFSHXIHRWCLVCU1EH01/tv0cBFgnIXZqkOkl28rrgoDFeQg0fDZ3ycDz5y/td2JDU/4Odp1DbFSJ1W2pPXNXK88hsHaO6ep0AoAStnrthMBKJQKklVaPdq3u93eVRuyzmdiB6Zab71pg773jH3SfcEuXBVO9wb8YJrCykoxHa2KJ1BzE4PjxkJloLL1r9fkA9d8p6N3wQVhbq2tnBL4bCBaTvdCY9RA4vxvpOBMBs/vRmPnV+J21IE+ikIPJKKTiF+WU3d+6bONjPk5k5dbXlBaXN5VVlBSgRdWkn15bVlGSSxDX6e86XVhaXO6VVZScg8C7nwrHF4cWmJva3wsINgNUoff43bKKktdKi8uvKKsoiaA5oC9wdWlxeZVfUCyRctsPn/BhVqQua97iAbOQd2C9rD7Jcc6NafV/O8R0gubmxzzPe8w5dyJaXB9o3/UAtvU8L22uPQA8z9sEwDm3H7ITHyM7+pXneQc653ZBISab2C2DkW0qACY55+5BYT7DWpWVARzkeV6Vc64D8Klz7hXvZ+KgnHNDEWmxred5i5xz7eyrfwO3ep73kYHKtxHp8HNyEdDH87wGc5euM/KHAzE7BuavyCjGEIi6ECn98F+4tRRNEJ2BrrFEqhuKsZmKgNI0L81lhNjfOXZBLEExMsZViOHKQSs+j+Cg6Eq7LmJlj0JGuDcyokWIYam1ey9DBuU55LrbB7mx/Dxj/m6nPmjl34BiWPqjie5etGO0JwIR+yLQc4P9PQ+5CkqQcc1AQOC7pip2bqqJtBT2a/rChZgJ5BMO1ZKXNQYZ1uPsWfsQZLjfDxi3gA0e/sgdcuwSujxmMSwFKJZtA2SoJyDX1D3I/dYxGY++H0ukRhKks/gEMSedEcjtbu2ajF5efwfoOVaf/sl4tC6WSF2GjGQL0OAcOTldPOe10IzA2jPI6I433X1o/TIDTRL56IDxQbFEqgAxKH2Qwf3adLyZfT4RGa06ghMG/m66vQQZ+YMQm3YdAmGvINA9CLlnqghiBNsjRvVqq0svBEZnDjlnYW/rq52s3C5WdgtQ2ioJaTlisDotWtb7Ouv7NMFuQR94hKxf3kZGt9DGSC5ySU41PdUDXZPx6NJYIvU1mqw+QOkp+ltZ9aaDXARGuyAG1hEcxp5LwBQXAyfNG1EQD2e3fNDHTTx6qjd4dQWUbosMg+86DKHFkc84dkZjwB+Ti9E7sTHBnNWfwDXdgt7LBit7LBp3w5E+tzY9FQI3roa8aL8otrjcC5j40w0PsUQqDwHOWSjWcKVk7PxtK/2/S4vLW9BibUWyFwI/l5UWl79fVlEyDFvQlhaXJ8sqSv6JxocjCGkIo/E1Gi0k6kuLy1vKKkqOQrGR09AcMPyxj3f++4z5my3r2n5yU272ssVAU1lFyYelxeVvHnX7S7lFectSDQ25GYU5SwiF0i2sl9UtdT7ggSBeyv7dBs33oPCef7W67znP81a4a9g5NwB5Gnb2PK/JObc9moPwPO8951x751yhXf6653kNQINzbgErXtg44DrnXAl6N307PW8F14JSRj3ned4ie+YS+3w3YEPnfiSwC+1w8Z+Tr4GnnHMvIQ/COiN/Ftfkvcgw+DsIuyD326u2A+2/xFwLW6GJ5BVkqB5HiP4fwJm1czO6znipqG/NzPBsZECfQ5O8Q5NgBhoYPyCjGEITUj5iqcahVfTxaGV5BEqP8QUyvsNQHEobLCN+Mh49l8CV9aH9+MH5ixAoeNSeeQNawdyKjJBvwNNolbw1miQPRkDwSzQhVlndD8ju1JJV2K+pnQuxMQJzHU1FeyHj1R25XWck49EZpp9HgIeaXPYFs93AgXWu8DoUJ/WplevvMj0QGbe/WP+cGUukeiM35CvAZcl4tAEZlaHIpbQA6B9LpPZFoDRp13um1yKrX6W1M4zFKjmHFwqrL+1w6XuBQkvJcDQCBkNQbNTpQE4skToDsUK+y7MRgfhPkaE/DYHRPdFkNd6eeQwKxD8NrfCqTVcdEIP6lNWzDRovmQgIzDF9diBgO69DcY0noFXdmQhk5lmdXkEsVWEskTollkh1RuNnLHKFL7P65xAkH822e/1x2geNx4tN31MJDvGususqLWHsQQRxa6egRck8BLYmmN6HEaRd8QHgQv57YfYscH04t2Uyzpu4GkEYiEEehcD5VwRnmDYT5MbLR7rf0No4165pafW7koD18+8/2p6RRpsoLkf9i5XjT/JrUrqjGNEjW38YS6Q2yMyoecDRvD1yA1ev8O7fJx+jcfpcWUXJPqXF5bU/2fFYjHb3+kbZQ33xPJpjipHuQWD4WPTOfQKEw+F0fl7O0m7T5m/89NK5ba9uaeFU4IlHRu12TGZGzf44tp65cFj622m7XTtr4fDWQGC9/LGywh26Bmz+A5zied7clSinodXfaVZM5hyFbNHmBhrnozltVSUEbO153ib2093zvF96Z/ZB3o3NgNHGzK0T8qcAYrZCPQkBhVvRBHwSUuzZP3P9dDRh/wcZp3wEPs6FlocLuy+/vsNGVdnLf8j5CBngLZDR89NURBAL0g0xV1kIKGWhwdYDMShfI6M6EbFbTyLD57tNByID8GkskSokyAW1t7Whgz17nJXrp2fogYDcvQisFBLkMrsegbI8ZFAvtzI2QYzRjUBNKIMCF2I5AhcZKBXFEERXb4YMdiXwZSyRuhOBpWkITH4C3GE7U6ciY7YAAbVJpptxCFRcjCb4+xBr2Q04N5ZIPWTlvG3tONN0km99Mz8Zj96NgMcBBG62O9HL2Vo8FMjur5oON11fbc+eZfftg8BpKQEjFUWuqPMQQPcDmcchQDEOMVvvoVXiPvaMx5FBz7V+8RA71RuByC8Rm5dG4PxiZJRuQmO1m9XzcuTuvBwZtWwUQ/YSAqkZiG24GtgsEq5PZ0aqe4VoCiPQtBiBhQY0xhZb/ZZgu+Os3ifY588j1vEGtNK8HMUvXoWM/51o4XCX9cOpCMj4O+f8/FX19swaBM5+jMGwTRRPjv54y5IfaodezeqVZUgfzWgR5APFCAKkua2+3xH155ME+fW+RP12N1oojEfhBPlo4RS3ZzyDgPbn9pNc3eCnrKJkw7KKkl3KKkpcWUVJ57KKkm4Hbn/NkEhG3aUIgP8onYp+2M259IEdi6YsYsXnP/5uKS0un4t0k4fY059+X43c8DsinYWApe99ddLoCTN28NDcs7tdmy4tLl9QWlw+s7S4fDtgkgMvL2fpD0WNU0a9fMNRj0/7qn+O51HUnM58sG/XT2/LCNW9Ut9UdPktx5x36QOnHf/Td3y9rFn5GL33IDD04Urc8zDwiOd5ra/90O7HObcTsMjzvKr//9YfZTkiHHxpAywwdm1n5GX5JXkPONQ5196e6bsm36GV/XfObfJzBTjnQkBPz/PeR4txf9PeOiF/GsSYjEdH0+o4i1gidTkyuG/+zC37ISM0GxnG+cAByXh07BOf7tx37uKBWW5gy4jPJh7muz/2Rh1ThVbk2yPg47McVfY7Ytd1RIAmgsDLEygubAsEPjYiiJ8agAzFTMT6+K5OfyfjJORXz0GgaQqK/2q2dryOmBV/N+KJVpf7EGtyLjIsZyGDvNj+z7Q6LkQupZ7oZXwdMWQQZDA/DIG09xBDBMGB1cOMqdkexddshkDHucjNsZPVN4yYxRHI1ZuLANLJiKWqsna8gCbzMfacrVDaiKeA0y13XDUyGM5+KpGLz5eNTF8dkSvxMQRSqxGruIf1wwwEIN60uoxBtPpgBMZGmS6PsOeNQ7ET7a1NlabPEai/DkGMWSe00/FCu38sYjWjiE27CBmyl5HBe51gx+EniCWrQv2fj0DPC8B7e299y7bvfn7aho3kboLAXGc0zuahBcabqK/9mLEwAsv3ozG4kfXdTGvT31DfhhEb+CIabxshMLap/e6PgOvhaAxOM/3ORkDtVdaOZCAw2IxY8CyCo71Ai5v+rT7LRuPRz4e2JWrrILs+jvrgfDT+ziJITuyvzr8DimKJVHh1JXYtqygJI9CbB/zT80g2NWVECIXS+21z83HAF2UVV+eVFpfXAGRG6kZmhJvm1DUWjUvGo8t/qezfKccjt+znP/2ij5uYBfcfnZ1f8+ZlI/7WF4ikW8Kb1zUUdJ04Y/uJQ3p9eA0aQyuSvZyjrCCnclRDZubMwk7L5i6c1cXrNnxGn+xIbVaXdj907N7hh/ITd3jz1jXXtPXyC3I28Ihz7nxkE074pYudcxughfVAiykDzeVXAg87575GduW4XyrH87zFzrlRzrlv0dx1I/Cqc+4bNAYn/sr945xz1wIjnXNpxJIfjxbBd1k9MpDdPv1nigkDTzrnfC/G7Z7nVf7Sc/9M8qfII7ayYm7KDsl4dP5PPu+NDN1TwOiDd7j6ssam7Fj510ftXlXb7VDEinyJaPZNCZIddkXGO9vu9yfHniimxE/VcAgy+Oci43YIGixvIpZqXyuj2n77+Zoy0eBZQBDvNYH/x955h8dRXW38d3dX3ZbcexPGRgZTTBFd1KWHujTTSwi9ZAmdfIQeYClJqEkoARQCC4Reliq6aMY2WMbGcu9dXdrd+f54zzDCMdgG03WeR492Z2dun3ve+55zzxV4GoIU++NWvosQy/MRAlvnEUQP3xUBjOeRMm5GAGIwQZyk19AqF8RyfIbA0ikIGP4X+c88j1Y8TyP/tnykuF5HgGY2cgyfYuW8F7F6Y6y9Xrb67YfMc3siYHeV5fc+wdE7/yYAhxchRuJ467NN7PfuCLy+BOzrH4hs5zpehwDPcKtHIToc/gi7pwtiuvZFzGjc7nsFgYoixEJ9geK4DUDK/wOC4Llt1i81CJjlIoBSbPcNRmPlILv3PuCJZDx6o5XhQCvjKDQZXGzPHGR9MZHgOKutgHe7dpq1TufCuQfMWrhBYSab/y8rY9TyHY+AQy0C6U8hULIZYh5HWh0eRKvQvyPW7V6CSOtvIWB1Chp77yO2MoHAbD80BiqsTRcjULebBab1fZmeQO/BQd8l/MLKxNjjf6D3pxgBX99vaTmBfxwEpwc0oPEyB614/euFqJ33Q4uJh9CY9XclfmbPfQzs/W19xCqrK55A78hMK/M/Ud8vBd7PZjnAA+oau3s103e8d0j+O7279F60QX5Ry86jy6umWL17AHVm1v/BpdTV/Ba4GbzKq9773SL0bt3w1NvnNvfpNmnjAT0/G9nSVnjlRfv+dcnKnq+srjgazW1XAYMWLe/3l9xww54F+csj4ZC32Dlio8urXvuh6vNTk+87jliH/DLl5wbEzkMK/txkPPrgCr/1R4pzPFJA7yHzYREy3byHFOK5BD4nPZESLkSKuQUp8RiBCWRTu/9NNLFvRnD+Y4TgqJYwgbP1i4ixWAeZ7BJICcxFTE5PpBga7f7JiCGYjVYTZyHQswyxQkcgdqwKMTO+s38JwSHlc5ByPgkpiocR81Fm5XsJOTvPRiucXTyPPzpH2PJfBym+VqRYPkvGo7tYtPzJSEnug9ixOHB7Mh79s23BH46YgTuS8eh/zFfpbgSAdkNmvV0Qa3Op9eFHCBDcg0DIrGQ8OsD6spDAifg3Vp8Hrc1eAg6zQ7hPQ2CtwPrkc8SePWvpr4N2sp5vbX0sgbJvRCClO4EfW5HlOd3K/Lb18alW9uesrO8Av7GNJtshgLc/Yl1z0ZhoQcBonl0rQ4AngcZOldXlP9bXIQIg34RY0YsQ24ql8RwaYz2QeXkUAQC+lcAv6gvro3vQ4qIPAnnrW9/WWxozrEzd7PM84OJkPDojlkjtgsaxZ3X9Omb6W0sskdoXjdEYAWjKoHGfQKZWf0focoKTABpRPy1F4797Ns0nH18w8NrBhyzO71HesJG1yXnofV2Oxsj8ZDzq79RcI7Gdigssv3orxyTUZhshYBbyPJgyZ2NvxvxRszvNnli33pbjBhZ1qd/ryK2rqr5NvmtbSl3NnggA31jrlSX867FEyg3r//anfbt/PvzTqTu/umj5oN1WBKyV1RV7oYVBBvkfbuB5bNWazuubl9NSCtwwurzqgh+wOj856Yis3yHfRn4ypslVSSyRykUgqjsCIP71KGI7zkST7lIEnjojk9DhiLW5AYGsmYiB2B9N/uMItubORkowTeB3sgVSgp2Ria0esQnHI5ZjsD3TRhCeYj8C5/z7kdJbYM93ReakEFIQn6JYWz0R4zEQgZBXe3ed/Gp+bt0+cxYPr21tK+qKFNZvkHlwAFJIg5CiakGTY2er070I3PmM0wZW9s7AH7NZ9ncQzmZYGop8GZ3c30FXApTFEqmeyGy3LwI0byAFlAZKY4nUDsi5d3tkdjswlkjVWlmmI0C0FTApGY/OND+1rRGQ+hCYFUuknoUvd7USS6TuQL51zyOgdBwCLaMRa3cgcG0skXofAaQCK3cNYoc2Qf5dRyMWcH8CgISVfRkyP/qhTgoQUDkEjZkF1k9HI+ZyXXvOr9cs4HMzr3ZFbMw7yFE+FwGfkcl4tDaWSHVF7FaRtdET1idbI8CUY/2SZ32TRSCjHI2tHPv+B4Lo+/8kiDH2GgJfO9rz4xEIfsjaLU2wI3ceYjq3RuNvPQIm+Hk0XnxAVIVMxTX22/chH1o5/b7xCEJqxAmO/YKA/SqwumQRMN0W6NqyMFLoItkzWxaF+wJvJePRR2KJ1DpokXA7totxdQtWWV0RIggx0RsBwyWW52tocfcMautxmFnVORjSZ7zXp9u0O7IDM93zClo2DoX/10Roefze8jhzdHlV6+qWrb0cc+yNh9YvKt6joLjxtAcePLNx1U/wEgK/n7S/mIxHvWNuXXz2gmVDblxa37eOYMHSXi4g8Cs+Eah2jovfemCnXQeUTb+w24D53Sn/NrX45UgHuOqQbyM/CWf9VUkskTocKWqfNRhirAlIUW+OwgPMtoCU7yIAEUE7mD5DK/+PCA5THobMbDfZ/VORQt0UTULrIMW6DDl3346AweuI3fLDG7xqv7UgRfGIPd8VgatPLY1FiAFaamWYhRRnT7TT632kkM5ADFRJ9+LpfxjUa2y0S9HcQxGL5RBIehuBIt+kNAMp2CVo8vQB2CAERI9Hpp8B1hbDvCxkM9CylKeR35E/6dYjn7uLkYnL94Xyd0D6QGYpUk4NVt5NECC7yOpyrNXtTbRj8ExkHrsWeC+WSOWZ+etOICcZj/qmvFyCsAR+fgWW5t+sno9bPw2zNkkjhbYwGY/ubnXdxep1D8Gu2FakgI6zPj04f379oh7vT98j1Nx2DDI7Pmv3HmJpzCMA5+UILHvWviMRKKhHQMnf8dcCdIslUn3st9HI/HtBMh5dglivXRFb6APfAnuu2uo6GoHeV6x9N0RjMmL5vwc8bqzF+giYFCAfswpLc4iVqQ0BmRCwed6C+lC/F2uaQy1t0yyP3sj34s1kPDoFIBmPtiXj0aOS8ehV30e4h1gita7VbSEav00EIKyQIPaa72/ZgEDyToj1nI7MkGcA++b1TB867LcL83vvUN8VgTsQwJxq37ck2FG5OrIVGpu7E8Q164KA3x0IhN1OsMkji96/JeFQJlmUv/TGzt3rqnML215DYwKAyuqKgsrqCn8BXAIUPP/+KVsffOPz261B2b6UZXO7HzdvSv/fZDPhEatzf61X1lbrlb1Z65X9j49aQ3O3/Ja2gsrdt7jlpgO3vyLPytu5srpiv8rqiqGoTXx5Fp1B+UZJj+U7VT9eEXF8vTN1h3RIh3y9/FwYsUsQ6HkSKcBD0CT+PGJFqoE7YonUhigI3DzENs1GdXwaMTqXI4A0AoGS5cjnaiTB2YobI+WQQeaGhUiZZ9Hkvyky0U1GDEcxUhKLEdvWC028LxMAn9uRCc1DSvZpK7PvZOzvAPV3L24EPD97UdkLC5cNPnbhssEPoVWsDz7PRTvGNkXKphsCCS9anusjVqkcmRJ+a/XxkHLrHI4wGVhU0IMPCXzjQMDmTLQzbyDBmX0vJePR8lgidSdSaHtZn8StXN0QcPsLcvb8HQJiHgIAm6BwHcOs/2YitrATYmimAvR9bXLcc6TmVgz9Pc4VWl5TzQy4GAHbDGK/liAA9KmV/fZYIvUf66vn0ep/kPXbA/Z9gJXnZKBlwIs1l+ctqG9ZXNY7l3xORybesPVJiGA3a9j66P8s/WnWru8jgB0iABJ/QqBzF+BvyXj0er4qf0Us6Zl89axHDwGGVsRGrWdp3Y5Moq9Zn9QDCd+fCwG0GmS+/QCB3Ta0cIjYc5shQNOWyQ0XuEw2P9yU9rJ5OT47m299vWJZvy/JIzi382U0brqgPl0HgcrP0Fj20HvbhEDQRqj9Wq3sU0Nhduk8tGV9xPD57gJ3IJ/CbxOy4nO0+DgfjSF/HPe0cqRGl1dNBqisrhiNQNU/LMaXL/9un2BldUVhzbTtXm/L5DVUUnEJtqlg6xEPHba0od+cSx95s/SKg69cI9Bb0mvJ8YUl9WWVD5324beo44qyXWmfMbsX5tWdDkyrrK54Es1r1xCwt6BFwMfA4srqim6b/YbNN93nbecceZXVFQNHl1fNWAtl6ZAO+dXIT95HzGKGHYcYggPRZLAD8KqxC+3v3QOBnDACNOch89K/0ITydwTghiLF9Ijdfz4CU7PQJP8FUrCjLK8cBNK6IAW3HIET35k4bb+/hpTvIASEzrf0sgQ+Q4VI2Y9GpqUtLJ1mpASPRmbEZ5Lx6JFWrwIUtuJixE69buU+B5nNnkTAZisEcjyry1IE1l5G5r82xMz1RUzVTUjJd7Lf8pByK0Yml5iVbQrBgexnWb2arB0cAiJpBCRbkBluIPKJe8nq/yYCQw9Z+f6ImMhOCEAcA+SUPvTR3wrn1x3+RWyT5c39Sl5GwLbY2ravtc1S68+/AO8aSNvIvg9A/f8aUtZDEDiZa23+qbXXPkArren+kfrW/HTXgvVwzveXu9bSuMH+piIm5HYEgluQQt6FAPjsgNiZzgiQVllbOeTs/rz1ZRfE7A1AzNVSy6sILSB6ExyzNRRtkihFi4qdEVD7IhmPTrU672Btm0ZAaic0/rBnehOAyAuA0/G8waSzjpzwh5ZXXzSu3knGo1fzA0kskYqYr9/v0a7WzqiftkTAsJHgODB/rEUQEB1k976D3qkCxMiGrE5lKwZTXVOprK4YiPr+S8vBrJqB2YlvbTSl4qgXzo7kpmPARRYyYnXS2/ydTw95JBRK9ykveyztnLbXex54Hi3LGvoenPVC23TrPMtNn7/hJnWNPb64+tA/nbaqdNeWxBKpwq1GPLxevx4TT0Pvbw6aEzZFixF/sTENjdVmNJ8cgPqm7uNJe/63du5m74K7/fsOnNshHfJLkZ8DI3YUAlAh4KJkPHoBYqJWJi8gpb4dYroeQKDnn2jimGD3rIMYmh3QSjaCwMpoy+d5BHxqCUwnvq/NdIJzH/1AlH5Yh0MQM3QJMtv1QAAnS3AA+XBkLr0TKZhiNNm/gtiBdZDSvDCWSJ1jZZqMGIF9kWIej5jA3yHw8VsEjrZvV/+nkZ/YI/bM5pZGkZU5iZTby8hM91/E/P0dKbYqe34nxFzlI5ZgLHIQPxiZ8s5Giu9NpDgbrPwx4J5kPPp/AOavs6WVuRz168mIqeyOQMt5M/bZYFy/1MS3m3t12gSZ41KWx0bIsX0A8p1ajnz9DiXwx+uGFPSb1lZjESArQUBqqfXHaPv8EbmRvdPdIr5/XBYpnAFWjxx0LubVsUTqETSeYtaPr6OxMtGeLbe0WxEg7kZwrNbBsURqGgIL/dEu04lWn9+jsVqOANxOiIE4i0Dx+abrIxHjOyWWSN1ufTIabXR4zEKQhNBYDVl/hwl8/7YEHsO5vckJ90bj5gVr/xOT8ejL/IDi75BFDOFAxBANQwuhPgik90fvYwGB+XUde64P6td3kO/WSNTuYdT/N8GXmz/6A5PXEBzMJDh/EYCxqS1C82v7lbY15xwdyU0XEfi3faNUVlcUA1dsvt4TE8HLd+7LkwBynCPkHKGPJ+9VvsnQZ36Xybr6niVTO4dDbSXfnOp3l22i723ucrzit57d6hW5dUQ/Bk6srK7IQ/U+BrVrfrvHuiFGfwu0oHUA9U1di5Y39jgwFEp3zmZz7uB/fcx+8ZLjInPTZFbprB8hPK/NS3f4k3UI8PMAYu3NCuWxRGpjLC5VMh5tsV17xwDPm0P4vxBz0GKr7RloEumOwEohmkROQAp6KzQhliNmJ4IYjgiaZD9DynQEYpmOQP4i7yAQ1BUpjFOQsuyNQFIfBNSuRspyAAJeUxGg6WnPzkcK/hgrU56Vsy9iY3yz3g1W738RbArIIJZsW7QqLbW6z+xZUvvIwF7j/jxp5tYD65p67mF1wOqcRuDrRgKWaoGVYV2kyC5F5skt7f/eiBEcgRRjIwIlfQmYlyEI/DyPlGYxfMlqvowA1D2IRdoQKeBHESAoB4rSnfLaph+w0RWW9ijElDRZG//G+rLI2m028A/b4XcUgY/W21buTRDDeKa1Tz5imeYhH7+NCHyusgQ7CC9FwG4scEwskfoQOZbvbv1RZL/9EwG9h5B5dxIC2kWIycsi0NwfAfMuaMwch8bh1Hb5NqIFRhSZsWdZ/9Zb3idaO2Qsj6usjBujsfEYAvNbWz+H0VjKEsTn2geN57fQ+zDRytBkbfYVsR2zj6AdtBev+PvakmQ82hZLpK5HfTSQIIaYb+otJzBN+uFafJ+xngjYvkQAipYCT8QSqa7Gmh+FAPvJ6N1bXemExkp3y5ddTnya5oaCmoLipu7AcWtghqsDEjmRlibg4EyGAyA0MJ0JLcrLTecCczcb/mROQ1PJu82tnbfs2WVqTp9un9+6BmX9VlI4uPXBSH62ZKfRb63zauW2Xzr7jy6vagFmVVZXDCYYRz4z6NAitift2cIFI8hkcjNbjnhkQd9uX+TAjxOi48eUNJne138Z1/rr5Q/cukqwtjJxznnAg57nHWnfI4hseM/zvH2cc/sC63ued+23SX81y/AacK7neR84554FRv+cYnb9FOUn76yfjEefRi/9ZMTQRJGS9gfy/yF2yffHCBOYAknGo5+hFfRZyJH8n/bZdwZvQ7ue1mv3bBithscj8PAXBF66oJX2nkixrosU4xzElD2GzG1tSEkuRJP/OgiceEiJ7kJwaPHnyOS6HPVHCIGdGqQEPCvPWYjx6ocm9S0QK3MVAnm/RYzfQKB025GVjf17TOjRp9ukz5FzvW9K+Nzy2NbK/RFa1Y5ASjdrefZGAGYRYgSrkEniWhQiYz3Eziyz+9dF4GJdFDrjd8CyWCI1ArFt/uo4FynXWxB4HUdwbMZkq9+fERu5g9WtFQGShda2dYj52hEp6UIE2BoQsNwP26KPAOZLyFcujZRKN8uzgOD4myar30wr47oIsCxDpsSTLA+f2bweAd/RiME6GwH0qwhYna4InF5m1+cjYJhFJs7bsdhWVpa30GaCkF3/HdplWYFA+tnI3P6h9Ykf2mKq/d8GAe32CnMOAnrNlt/7VsdlWBBE4PxkPNrE/4q/UNl5Jb+tVUnGo7PRO9WM3oWs/TUhsJyDgFG9/c9F716a4OSDm9EYSKH34R7bEDIWgand1rBY9QSO+VmA3IJWinssWx+Yuia+UKPLq7zR5VUvWTlOC4Xo71zWA9eExufQkqIF55d0mrt5Y0vxstZ0wbxIOPvsGpZ3jaV1cfjG5gWRW7tv1riy/ge9cy1oAeUvWPLR/NBef3hD+oxp3GTYc3l9un6xG8FxZh2ydqUBGOmcK7DvUQKfSDzPe3J1QZiTfCcM4HneXh0g7LvLTx6IASTj0TeRyaYSTYyn2tmJECjxHLv3RWBoMh69PZZIbWor7cuQKW4rpOw/QMp8MFJiQxEAyCB/qJmI1RpMsFPxMaQkT0ST0jMIIDik9Bch5eybAH0zZglS/lshpgTLp4Tg/MWPkKLtjgDSOcl4dHkyHu2HQFuT1e9Sy3eRpeVvXtiE4JijMDDgv29duMHiugGn1M7d9N8IrKasrVIIlMywdtkbAbFCtJMvQhAF3gFVyXi0gSBQ6T6IPam2vmghOI4mY3W9CpmZTkNAZSQyef4LAbrrEVN4IAIXRyFQFrLn37dnHQFQHo+chPcl8GPzma8jETs2mCDkQQyBnSXITPug1f11q18OAq6bo12YzyLWzt/J51l7nIfGw6f23Pb2txkCDjcgU3QnAxMNCBweaW3gh00osb57G7Gp71vbdbUxkG/1/409+zvLb30U4f/faPylrG4L0FhNZTPcu+2e715fV5v7sdX3TevfV63vP0OgwkPg7R403jZBu2p9E+FXJBmPLkLg7jcr+31tSSyRilgolA8RozeWwBczbZ/r7X8vxHi9SrCbcilyCxiEgO7R6J2agNrwUzTu1siJ3MDT39ACrhEDY6gdG75NXa1c9c7pfNW83LYuiAkMAxTl13cd3HvsB4V5y6dhZ8fazsUeX5vid5Cqx7a587X/bHvFyky2ldUV26OFZDNyRfDZyPaWFA+991lcOkLWW5b1QvWIBe6Q70eeJTim7XDabQpxzh3rnPubfe7tnHvcOfeJ/W3jnBvinJvonPsXmlMHOueud86Nd86Nc84das+GnHO3OedqnHMp59yzzrnYigVxzk11zvWwz/91zn3onPvUOXfS99wGvyj5SZkmzYTVIxmPLljxt2Q8OtM+1hMcBQQCFaORvxKxRGp9IBZLpG5GCrg3Al7+hNEN+Y68gpTiYASYBqOJ/gukDLa19AsRs+KbsBxSvB8hcLclMo2Ekb/NfLRaP8rymoaAQRekGEYgEOWntSkCgaegHYBHWz0OT8aj4xBwmIT80sqQw3UbAlH9kXK4JRmPzoklUjsjcLYhhHLeGn/EWcgk8xFS6DVIYaUQAL0YsT1DrJ0cAftViXzDups/0kiC3YInIBC1udX7I8SUVSJAMcPy6o+U4wcIiPRESnYK8uk5DLFKVyBFN876ZRJiwt6wvrkDOcIPQ8r6Jvt+KwIkhyIzJkhBn4QAap65QhMJLb8mne2yDI2JxxAwPpNgN+x+CHCEkRN4sdU5jiasS60uxyfj0ftiidQEBJx8VvGcWCLVDwGvFgTqTk7Go7MscOk9aPztg0ycR1qdb0Hjpw9BkODRdm0wAh6LENu2kbXB1kA600JuujE0yvMoX/pZQc68NzrdvMmf5sxEbOJiNOZutXx3t3LNRWE+vFgi9RliiN/jayQZj9Z+3W9rQ2KJVD5SJpejd+8YBJKXIZawE8EB4GnUPl0JYqGBzOMb2f+9EMO0PmKfn0jGo++ykjNr10BagDfSbRR/UV2WKd1s8ta5+elDEEu9WlLqajr3WmfWrsfc1C3Upc/iC4BbLZiyX7cvJSfSBjDK83jjlhePOqxnF/YFhlRWVxxqJsMfSpYhYG/vklhKz+PzTDY0JBLOZoGI57GkvrFLc82MHQoWL+87dfjA6r+U9v3ok29KuEO+kzwE/NE59zQa93ejxeGK8hfgdc/zDnDaiNQJvTvDgGM8z3vXOXcQWpBtjHwC33fOVSH9NwS9R72Q7rp7FeU63vO8xcbWve+ce9TzvEXfraq/DvlJATE0sV0cS6ROT8aj//mmG23H2LxkPDomlkiNAtKxRKozOpPuUMRyvY4U7vUI+PwWMUxhZKbwdxCm0SQzGQ3AzohN+QJNQn5oiX5oddgVvQDX2P+70Ko2ggb5tgiQDEfMm9/O6xD47MxDSnxTK8PJBAxaH+DGWCJ1CQJL1yLwdiFSTkmkZC9DwOSyWCL1ZxTqYBEChI8h8+U0BCQvQkCiOzI1vYuU9X4IWP3Zyu0Q3b01YqX+il7EOkSB+2DmSgRkbkOs1kgEqjx7vpO1wVQE0LZAIPpspNjuRazaPxHgyLU6HoTAwt5octiS4JDqkWgSyrN+zFh9XkFKeV2CzRXDgTZIt4VdpiidzR9OcKh6EVL27yLAsxeB6TSM+tkHr4ssrxmo38fFEqkQgVnwfAR+30UgG8RcTQRcLJE6GU1wryIW7TrkpP8XBDTHIlDby9L6HIHQN+27hwDbbWjslVg+rdk0uUvHFSzpvkVDul90OXWT8x61tv0EjdfuCADmop2Wc2l3/qCFv7iHH0liidSmqO/GofH6KGrnK1BbnYfeTd+kDGqPFjS2lqP3IEQQ6DWCgN0ygriD30lGl1d9Xlld8dD8Kf1ve+muA3O3PuTl9KZ7v7emZsPt6xcX/3nO5wPauvRZfDJih49d4R7PynwgsGx5Q7d0U3NBsr6p86udCuqef/yNi7d+7I1UrrH+37uMLq8aW1ldsVE26x50ztvdOT4FSmYtXC/SuXBBuFPBkiXhkPfwtHkb7ztr4YjBkJ7oEbmptO9HXdAYnvZDlPPXJp7njXXODUHj/JvG4c7Ywt7zvAywzDnXFZjmed67ds92wL/t93nOudfRXL0d8IjneVlgrnPu1dUo2pnOuQPs80A0R3YAsdWQnxoQm46U8KxvuimWSPVCJqFq4JJkPNocS6TiyJfmZgQ4Hk7Go8/YTrJJCAC9SBBPK4Qm8p4Eu+XWIXD4XYyU5LoInLyOVutvIPCwNwJGPZFSiFq6vg/LVKRc00hx+CtffxdlAQJ63ezvt8hfZ2fEUm2HzGlTrF3GItZnP7TT7h1kctkGsSw7I1+5/siU9hRirOYiJfYKYnmes7Juidi7LRAbdjUCIMfbtV5IUdTZ5xetfQ+w8h6DWJYCxBrujQDDbKQEqxGLtNQ+90fmHN/Z/hDkA3a7taMfoyiCFOo/EJDoaunugwDISOQ3tTECc2kC0JRGmymmIiUwHnLuwmUuwMvtbn31kZW1DLGW61od/VAIacQCnGJlWo+AucpFIOoMFH6jSzIefRQglkgdZnlvhsyBYQSkjrP04mjV2pVgx63P3vW0trkFjckNgeuS8egkS9tZ/QdZeU4FiiOFXLl8YsFzvSsazioZ0TynZETzGEvnABRdflwskVoPAcESq+NPSfzQGkuS8Wh7dum5WCI1F4VnyScIvwFBbDePwInef38nojHiEBh9AQHS7yyPvXbh/OY54br6xuJMc13h66w5w/bm0C0+u7tb//mD0fvwRXNrYc6cRese0a14NiVFCyGIJRcCIp0Ll0SKixYXo9Mh+pd0mjt3aX0/F0ukXkrGo9mvy2htymNvXFo4YvArQ4b0HrOkIK/hPOCSkk7zW7+YteXUft1rft+r69SJmUyOy400js6NNJ269fqP1aO5eREdQOz7lCdRO++I3oM1kW9rVv9acc7tiFw5tvY8r9Ec+vO/6ZkOCeQn5SOWjEcfS8ajG5pP2DfJQmRy+Xe7azVo8n03GY/uAHwYS6SeQGDhM4LwCk0ERxKlkMKfjJRxGAGVBWiy3wdNjvkI4T+FzGI3EIQx+BBRuJMQs/QeYi66IAVxs+W9DIGhOVb+IsTWxREoWmLXBiMFNRUBqM0QILgLvXSTrB4tiJUaa2k3IkXdBSn7vkg59UBmn6OQH9N/EShc3/L4PWLjrkYs4L8RmKpDTFE9AozjCGKKXYCA1ePWJksIzEmzrPzVCCT+zuqE5euhTQEjEfuxhV2bYc9ORc79f0GMyAvWjmdZO85ELM6n1jc+U5KDAGIcAa29EJD8TyabfwyEdkMg5gSrR53VdQ4yCc9Cq8diK4u/a7Y/6vOnEHgsRSzle8AGsURqIwNKxwB3J+PR31jdXkfj52Errx9yIY3A35EIVOcipe4H490LhVnwQdiGCEC9jVjUlxGAneUcDwz77cIS679jzc/naOvHLQGS8Wirlf+NWCK1GT8teR7Fhdt/Jb99it7LJgTCmlFfrzhnZdG4K0X96/u7taD2PS6WSOXxHSXdnBtqa8lLp72CR/9245+OGF1e1bjqpwKp9cqWR09+4pSSPktOmPLB8C2Ankvq+q/36dRdvY8+/42X9ZzPyIYA53l0bm7NX+p51DsnP9jBvT+5ATj7hwJhJulpczcdN2XOFreiMfrnzgVLXtxk3efjvbpOnTW6vKrl7gNP+sN/j9nn3w8fcXDPUCj7IVooPFlZXeEqqyvCfkKV1RUlldUV11dWV4yurK5wX5dhh6yW3A38yfO8cd9wz8toQYlzLuycK1nJPW8Ah9rvPdFiuxptHDrIfMV6I93zTVICLDEQVsZXT2HokFXIT40RWy2xiegJANsVdQ7wejIe/WO724YgILAhMvVdgBTpBMR87IFMmFmkwJvt8wfIbJmP74QqJV2BJsmdEVhotXQ7I+DxClIeO9uzEcTY3JFudJctm5DfN7drZkHndVr/isCCQ4DpfqRIIvbcXghUHIUUfg8EtkqRua0MrfK3RaETliNz1iikyO9HbNHRiPHaD/m0dQY2iyVSA61c21r9jkegdIi1230I1N6AAMX6CLS8inyXhqGV7pb2eRlixCJWrgvt/uMIjkDyrL38oJAbW5tfTLAL60MEOsNoQ8QBCExuihz086xtzwOWGttzh+XzHwTuzkWAOWzlWoAU/ScEJsZ6NAaWICCwIWKk8uy5/ZBjsu+cnYNMwBsh9m4XxDTu0q7eDyIzwTkITC+1fpmONi48g0DosQhIz0d+eH+3dtjKyrDQyjYjlkgNQOMu18rVhkDGVhioMz+vKdaOPvPzqvXZWAKpsvTXyFn9+xYDjtO/5rfWWCL1f8gsPwQx1MXtbmkhYKBb0QIkg9ppLmIan0Lm+jEIxH9r+e8fd3m21NX4u6S/lUwfO/TGwi71O86aMLj6klP/0XrnawccMqj32CeK8hcNd3i5BL5iXjYbcq3pTgNDzjXl5zVuM7q8asx3Kf+aSiyR2h5YloxHxwJH65WAyuqKD5FLwvZAj8rqijPhrmXI33PU6PKqh7GTLiqrKy4CdqqsrjhmdHnVbLRAOhKZXg+trK64anR5VfUK+YaBDTYe+tz0of0+cKPLq5b8IBX+mYnneTPRYvWb5CzgLufcCWjcnoIWnu3lceSG8gl6n87zPG+uc+5RNMd9huaNj9Cc+nXyPHCyc24CYqbf/YZ7O2QF+clH1l+VmIP002jy/U0yHs3Y9Z2QwhqFlOSxiE0ZigBaBcFZfH5Mp/581e9kHjLLNRNEns9HgzMfDeJFyFcMBGruRhPqUqRwJ9dPzbk92+qeyumS8Qp6ZUYgNm8TpMSLEON0MvLjGobA0PsEsbwSSMFug4DBYqTAfTbgFsRUvUoQCfw8a5cdEJCZiIDMq0iZX2T1ehKxN3OQMh+LJtnjEHgIWxvdYc+va+04DCnRqwmObzoCmW3T9kxPa7c3Lb/F1oaXWx5tlndfK1PY/o5GICVsZaq19ilAzNAc5Gt2DQKft1p9/R2fC619OllbTEcO9ztZe3UHksl49KhYIvUeAlbjkFkrx+oy254bjiaxWy3t4QS+WvtbfcciZrXarh2BWLZOaKxUI1B1HQJ+5fbbccix/IJkPNpa6mr2BLbY+PKZH0cKvbNRAOP3/Aj08KWZ8hDgvWQ8OpVfmJjz/mMEoLgzAtn+zl7Q+5VBbZqH3qE0alPstyORabgUtf9pP7X2qqyu6IcWRW1owdEVKbwxmUzoyNZ0bifnmJKf27zl6PKqH8zXxhjEx4DZyXj0tyuU2aEF2ubIPJ8Crrt4y7uGAV/UemWft7v3OfTOXY7G/j+QhaIKvZ+J0eVVz9u9hcCQlz86cWBbuuCOkaUvlQzoOaEIOHF0edX932+N154457zVjCOG53k/aVbQOdfJ87x651x39A5t63neT8294RchPxtGzHxdzgOu8g8mBsUfiiVSjegFHxNLpI5AjM61yOdpdwRUzkfgaFfEYHVCZqMjEZh6CCnGejQh1iMQFkKg6y00mfREE8khCMi9jZR7kf01oNXFEwik9O80pO38TAvZUA5hK89LaOJdjEwvttOR+YiR+xSZ57LI3NLPyuSj5lmIQXIIPGyPHJw95ATc2epWSXA8yYbI8f40ZCq8GwHVXREQ+j1i+C6yvJYh9mZzAj+v45Hi643AyN3IRNuAgMuWiMHLIjaq2drvPQRyn7Gy5CLGqc2eX44AWTkCWzsjs1RnS+9JO9LnZqSMhyHlPNfa4QhLo8j6qpSAXWhCjNVBaLzn2d9W5iw+3O6rSbewTihCTqaVm3MKGIXYlDMR8DzS2ulhxEReZGWOoHG5jbXBeATgpiCF1YxA9wLrx39afn9F5ubb2pmaNgQ2r/si/5muGza9D2wRS6T6IsbzM/iSRfpyI0sskRoMrJOMR//HmdY2FXRLxqMLV/ztJyx9EVvrIbA7H42fwQTvph/DaiBBoNEWxIz5LgYXIL/LrzN9/qgSS6TK4NJ999vmqnA4nN0RLaAa0XvWKxzO7lwQbj4NMeRHojnsBxELlH0RK9noMLq8ygPGVVZXjEfM+CVAvNYrO6X9fXaSwC5oYXM4WkwdRrDQuRLoVFldUY7mya2zWfI3H/7YF7MXrb+se/HMfmieOBGx/MQSqWIgx8Kq/CQlQnje6gRrjRCe90OU5zvK0865LqgfrugAYd+f/GyAGAJW+wKhWCJ1DfJDuC0Zj36OQMum2Fl0Zta4HoUjaEOKcH0END5EE95GiPnyzRvbI7C1N2qXGcgM2ICU/3YInExGk/4ZSEFvjMBPCNnb/w/x+OPRSnBd4LlwHpVIwYxFlHI3NCndhsDdCchk6iuaVqTMhyEF/hZickqsTLubaeo3Vr4iy7fJyncFoovnWBohRBfviHzJwlanD+w+f1NBGgHBS61+/7BybUcQdqMAAdffE5iLqtEmgAlW51b7XGVtVkEQbLQFmWenIx+wbggQpq1vRlu/jUXA5QnzbzrDnp+NmIM3rY97EbCVEDg9txGYQpcg4Ntq+dyGAPg7VodbP72mb6rH1svP67Nzw3Fo8jkfAaldkNL/0NI7CYHp/ggo9kfK/irriyGIib3F2vsBu/83qM+nISD2OQLLi63cNwF3vXzvdktjiVR3pKA2st/7sHL5F/JV62rfh7VbqNwO7BdLpPZJxqMfrPzxn5Yk49HaWCIVBRqT8aivrM6PJVIX2HgfidppO9RHyxBg91D/N6F3byvgmGQ8ek4skXqKgC37UcTigA0GPjIwszGwe11jt2ldOi/cBr3zC9EiMosY2uVoPP3gzEkyHv3km363OrxSWV3RwldPP/HF35kMAsO3ITAWRn6hvyHwP90ScJlsmML8ZcPW7f/O0zmRzFMITG9UWV0xBNi0T9dD/r2ssVdjLJEa9lNdXPySji3yPG/HH7sMvxb5OQGxFxEQOwb5di0APjYF9F9kOmsAOsUSqdMQZZ6DFH1nBDaWIEAwAynxvmhiaECK9hoEJkAKN4wmQj8Gy+6IoToAsS7vWbn2RCvXJWgyLbN8hiJgUYBAgb8bcDKanHyn8N4EJpYCNGG/iVaCUYKQEQ0IsLwPXBVLpG5BAG1zZMo7AAGHRgTuZiKwNBwBgulIATgEHg5DoMd3qO1idWpEpqAjrJ0/RWYIZ+k/bfcWIgU4x8q9hfXFcmv/U9BqOIoAx9sIoBSgFXGR3VtCoGzmI1ajj10/HAHcXMt7qbWtIwgwm4/6utXKXozAnp/mHpb3/fb/PGurhNVvKTBso/+bE8ummRHO+TLMyMYIzOzaLo8yBPpzUP/6myyOR6A2ZH1ZZnkvQmPrWmvzzgiIr49AQ9LOsbx7sxtkDo4lZtyDQGy1pfNNK9F7LG8/jlBOu98mItD6k1RaXyfJeLR6Jdd8NngxAtIear+uqK98s2U3xES2AbvHEqlx6F1riSVS+/1QoR9WIieh+eswxH491qNk6tiSTgtHoYXRMOCm0eVVd/gPVFZX3EUQR+8nKaPLq94CqKyuyEELwd3R4mRSu9v8Xa2+7+jtaP5oQ4tMB2Qz2ciC3Ehr71DIyyD3jPPRHHArsFPf7jW5JZ1mhSfO2LmVDumQX5D8bHzEjPl50r6mkQPuNOQD1QocloxH37AV818QU3AAWnl56GVfjpR0Gk2G1yEF1gWBhfGWvu8c7Zv+OtszTyKl2w2Bjz8ip/ptCXZLjkJg4FbkvL0cKfKFCFy8iiaiMxBT52/P98NpdLPnP0IT9ACkzJchZmWkPXMAYowGolVlETJtNSNlHEKM2nwEjv5j6T+LANNcNGn+n7XBNAQw3rA8pqENCAcgU+j21s7Xo0n2NuuD95HpxFf2swmOS/o9AkSnWT0uRmByktVhsN1fSrD7EbQSHoQAbi/g3GQ8epeB7gbklH8+Ur63IHY0i4DHMEvrDsSazLb2n4RW5Oci0DrK+nUaYt3OR2C71drzRdTnz1tdB1l7v4XYyyu6fzB9BDBy0aYDGwi5pdZPFVa3Qvu/BI2vxciUuTkKMzIJ7drsbOU+A8WH833oJiH/oULrq+uBR9udKPGlmHnyGuCuZDz62oq//9LE2MJz0Pi+HY339qyRv8vSX0j5PmVnJePRW3/Y0irIdF5O3Qv9utfkjRr2/IHo+KoCtFjZGI2zJsSG7Tq6vKruhy7jd5XK6orhaJeeH5LEEYQWmYvmowwCZAuAaUvr+5R8PmPLDUYMfr24c+FSn8Weg+bo6ehdjthzPmnQBPQdXV71TY7jHdIhPyv5OTFibyOFOBmtlorRaqkVgRB/15jP3pyBTGRZggnBXzVHkGK9CQGIqxDQWJ9g11khwRFGTSgo6s6IKVqIHPnPRL5ir9hzZ6PJ6FAEfj4n2C14H2JQUsj3aAury2VW1hYEePa1/LaxejVbXQcgAHAdWlWGEIApQSCrCwJQvkN8xtqrBwJMeyJz5SnWlkMQi/ewtd3OVtfhVubFyEzbm+DcuAja8VRvZfybtVUPK2seAk75CBTebt8vQD5avZCZ70Fri70IfMVaLI2wldM3kTYBx8cSqaMRON0OAZdWBGKGW398ZnV6w37bHYFU3/9ve4IdsC9aOhlkMnzA2vFUe7YJsUw5SIn0Rav54bQzW+c0th2wdHjP4kh9SzxdnO+bKBfZfV+g/t8csTYRxHL2RKBqEcEmAxBAfJDAZ+8eu8chgLa/9dP/ALFkPDoNMZu/CjEfoUvMB25r5NTfk2DBtQSxwRsQAPRTMT+7H16y+7SmC/rOXDCCQb3HX9S9eOYS9F6tbzf4jPtI4MDK6oo69A6cObq86uUfp8xrLJPQosbfge3Pm8vRe9bH/ueg+WK9cKgtm87kZ1vbihws9VBf9W5L5xIJtw5xjsZsls7za3vP6zl4fl044vVCc9HFBO9Nh3TIz15+NozYysScrf8M3JyMR59pd30jBHx8gOA7iBYQrNSaEGBoQ8qtBjE5U5B/xlnt7mtEZqd/IkCWQZP/YwjsjUcmtEeRk/4ZlvZC5NBejEDXdfb/RbSLcz5SwKOQGbAnmpB9B2SHQFQ+AjlvWp3KEAhrbF4QjkQ6Z3LDueBCeMh59t9IkRejyT2DlNCmyDzXZr8dZPWdgpT8gZZXZ6v3IqvvUWjlXo9Apd9uFyDAso59f9fqfzli9saiVW0R8q+ag/xBZhMcEu5ZO3RDyrMvQeiI8xFY8zcBvGd5XYqYut2tTcoJgnxWoUn/C6ToPORc3wn52FUhUNbbPs9D/kTnIGBUYH8DCYD05gSHjTdZPxWFG1qnhNKZ2raSgrnIxJKLAL4fQmO55d9s6fwWsWF9EADMWJs3IFD7BtpteXkyHn3VQlgMQ0zaetaXe1h6Zyfj0TZ+5RJLpP6AFkObEsQYa0JjqR6ZhJ/KpqklhBcKUZqMR5t/yDIefOPzt3bOn3d4jy7Tm4YPfO+hBRO7H1nYZXmnnoMW+QvDNjReGpEJ83zkG3j/6PKqY37Isn4XqayuOA69i79Dc9epaG7pguZOPzafz361EISvAXDLGnpmPp609/J1+n7wxaDe41/97PWNtk7+6fhQS0PhCVe9d1IxYvD/MLq8asIPWbfVlRwXmZsms1rO+r8kf7IO+W7yc2LEViZzkHL+YoXrCxCwGIiYlVlIwTejSbofUv6+b9ZcBIhG2u8HIeU4BbJn9+pSe+mi5X3Xz2QLb0JK/VU0YXZBE0oYsT9DkZ9EFQJ/KcTO5SEWqwWxI/dYXhujnXPd0CoeguNcfGfzHGTCq0Ks1hcEDFVtts3LaV0cGZbfO41TOQ5GQKMR+aOdZvn0QcBgpl2biEBeHQI3/a3uXQgCpRZbGfyYapUEx/48j8BobytjGJl7BxEwiRshADgYO2DW2m4KYszWs/y7WBrdEav4ovXBkYjVeNvS8QPp3mhlSyGn/6sRY9SMgEs3xL7NQuD6SGvvQgToPAQMRyAAXY36f2c0Ljqh8XOW1RkETlPIPL0D0C9TlHtrRsr+BjSmelj/5VseOVa/YgQSjgK6QroJQhtBaDnBWB2DxscU4IpYIvVAMh69w/qLWCK1LkHMuaf5ERy4f6JyEwKn/uIFBKSHoXfljemPdxnQd9dlJYRoChX98CtPzwufX1RQd8Um66YWeVn+01Q3sFdB8Vc2JPp+fb4f6m9RCJefFeszurzqnsrqiufR3DEPuSb4CxrflzJCYLrMQfPKcmxOy4k0R0o6zS3uVLhwKND6+TsjT2hpKOwHTB5dXpVBPqE/WUmT6b2a4StWCdZWJs45D3jQ87wj7XsE04Oe531j2zjn6j3P62THIz3ted7Ib1OGVeRxGVDved4NzrnLgSrP815a2/n80uRnC8Qs3tClKLRBzQo/FyLWYipiHg5FijSC2IUpiFH6CJkat0a754qQsoxh4ODA7a+a09JW0OO9z/YvWbh83c7IXLc1AhthNJGUIFDRipTxm8l49JhYIrUbgW9ELVIWJQgUXQMc3zA9N9s4K2e7rhs3/i1S6DWiSPwQHFJeZmk8jJi7ZitbMbBeYb9sBLLL7XpPu94DAZ8RKNbZ2ZbvUsT2OTShXYsmy8EIuC1CwKEEMXceUg5vocnyHsT2zbF2vIaAiRqHzK3rWDn72n05iBncGAsbYXnNRCaMGVafMcgcehACkvtZeWuQOXV9BIz6ILBUYL/5oTna7Psy+16L2NJHrP1aETDMQ8r7M2uH+9EOxkl23yx7vh8aR21W3oz1cQsaIxOT8ejzsUTqXru+1PrNB9FZZKbeEzned0cbTVrycuqWZ7ORnm2ZToDzfRHPQj5htyDAt3sskfpPMh71AbrPEs4FTmznvP6rlmQ8mo4lUnWoffwNFT5I/SAZj84pPbcm1LIocjpZN+6TiZu0/AhlrIdoPZxOZXXF+T0Gzh+Rk9eyCL0vPgjzyzx+dHnV+8j38mcno8ur5iCWnMrqiv3QnLsuMCGTDmeWzinesGv/JYRCOIJj5Lb1ny/Mq8uOWvf55WhBM2L/Cyo3ePixkx/7wSvy05UGYKRzrsDzvCbk2zzr+8zQORfxPC+9ps95nvfH76M8v0QJrfqWn6zsiVaON67ktzRieHKQiXIMQUTsT9HqrA9ylndICY9FSnxX5MO1EJj4+JsXPjxxxjbzGlq6d0JKuB4p9TfQZHkdiilVZfnMADaOJVIvImW/xMpxOlLwh6PV7knAS8sn5W27+OPCwc3zcrZHinuJ5bPcyhBGin0iMgXuZd/HIrAEAiWd7d6hCARtjUDjMORD9hwCELcgM9wwBG6GWxv4z/v5rWv3XIjYvHXQzssdLN06BHaaCWKK9Udjqo7A3DLY0h5AcJanH25jlt2Ttv+9CALQOgQoN0C+eI8jEHgYYpEuRn50KYJI9Rsh04hvOm1BPniXW9o3W1pZa4d3EVjfi+C0hJ6WdyNiDvtb+/o+PNtg5+jFEqnD0cS4FAFS3+Ti+yUutTQLCXaHhcOh1s/bMgW5lnYJQYT+GotkvqvfPhaYmGQ8+jJSWMetCMIsyGv7711iidR1sURqW34d8igC9pMJAE0bdkB7rVeW/WTCqH9+MnGT/9mN+UPL6PKqSWfGHh1R0nv59mis7ojG5Cz7+8v3kW9ldUWvyuqKEyurK35Ic9g26JSSy4DzF83sXuR54UhrU85SNL91t3v8jTpZtIjbBVkY5ngeS2w8dzDAgTyL5mCQPvm3/4Nz7jLn3Lntvo83BmylYkcbXe+ce985N9Y59zu7vqNz7g3n3JOsxLfSOXeCc+5z51y1c+7vzrm/reSee51zMfv8R8tjvHPuLudcR3+2k58tI4aAxX+wo45WkHpkQhyHzBa+4pqM2LCFaCDPtXsakXLfkOAYmklAb8+LDJw8a5vJBOAiiXbdbYSAzXmI+VmOzI57IOfvUgRQ7kUT7YcEZyH6Tt3de2zR8N/i4c0nFvZvG48m5snIJ2oZQVykAuR4/6iVd1BbvZsDXo+cTmSsvlehCS8fmWSeI1iNNiIFdTzasZVr6fZFAKPN7vV9VhwBSB9n7VRqZR9j5emKGLXeKOr98QTg4xar66WIDdrA8vQIQkysg5TntYihWoTAkr+zys+/hGCr+78RSPPNuj5jtTlSYm1W76yV40Hgr8l49BILjFqJJq7lVpchyOekFpk/OyFTShsKr7EJ6vfpdu9riJl8wp65Dfkm9UKg704E6gYh08wGCIT6iiYD1De29P7E6tRi7TfC0lsWS6Q6I1NON2uHMmTOJRmPfswKEkuk9kGhTN6wOhUg0+6mwG6xROrEn0sMsW8ryXj0/lgidSDaIe2DYA/17SfIlPuTEovD9QlALJF6c8TgV48uLlyQ07/HxDVmHlYlldUVLpMJPb6ssVd5yLE38q/83mV0edVStJHpFYB7GqPvtjXnlLQ15z2aX9QWQ4uXfALwHEILtyOxsxQff/PS7dA8/390HJvjy0PAH51zTyM9dDdB+Jo1lROAZZ7nbeGcywPecs75IV42BUZ6nlfb/gHnXD80t2+K5sdXsLH8DfI3z/Mut+fvRxaZp75lmX9x8rMFYuZwe+TX/LYI7bTbASlUP2xAKfInegEBir7INOkRBAVtQCBhAmIl7kdsySjE6pyBwNZ4pPyftWc3QROGz8IdhxR1MXJanYicwbdGQHAuMDGnONuaU5w9FK0cT0YM230I6IxBL93mSGEfjnzKTm9dFtkonJeJRIqyIefoghjCfyM25RK0a/MoBAavQhT2IeilHYAAxf4EoTyGWBnnWFnSaGLMQWazB5HpDwQYT0KO5cch4PEKAizd0Q4+f4L1Mq3UuAgbOsCFaLM8Olsd8whA4Ofoxd7K2r4RgZByBJQetP7YHzkEtyLgOtzSm4B8125BgHsesFMskeptZbnI+i+MVuKnIb+wTdAY8AFrM2Le/BAIc6xMFQRM4gTU/wsQu1pgfeA76metreYgls0PKxKx+yZb/auQw34V2sTwvrXztqjf37F0iCVSmyDWrL2zuUOm0TI0zndDJi/QeL8vlkjt/VM73ud7kIGoD2ei8ehvQvnRWbDVkKIJ03aah/o2u8q7V1MqqyvWQeNjSlsmr7i+qZubMnsLx85rK4dV5u9vSvkEODKvkD/lFbb4C6pD0Pvrh9rxCDYonY4WWruhefIzxHp3COB53lhjuQ5H+ue7yG7ARj5zhRa+w1DfVK8IwkzKgdc9z1sM4Jx7hOCEkq+TnZxz56F5vhuyTHUAMZOfLRBblcQSqRwCdqMEKdwkUn5RAqWYRiBiEJoE5iBG6UlkCjwKKdVnEDt0AjILxuz6QYhGL0DA8DBLcxkKkdAdKUbfKdtDQOx6ZAJdHyngVxAoGYiU8nOW5+cEoSJ2tN9vCOdn/hguyJZYXnMRGCxHgORBFKz0UMSqnGT5RtCLV4T8M+YiUNYN7QqdYs+ErY6j0IR4GVr9zEZgMmTXp1r7PIzMfv2s/mX2/SPg0OaF4QOXjCmc0W1UQ7iwb/YDBPqmIHCyAIGSl6wsExBD5CHmyvfXegedW7eTtWOD9e1kgp2iIxDbONfSuRpNKi9b/+5meRyEQPNxyMR8ibXNX63shZa+v1JvQIzmugQ7PtdDjFezlXWZtWEfgl2pNQRHMH2MxsF0BJKr0fh63a49gEyxfdFYCiXj0bcsfz+OXtKe+3L1m4xHn4olUsdaPU8gCEgMGgsP8T0rsVgitTmw3E65+LHkQASUL7Lvjcl4dO9vuP8nI8l4tC6WSJ3CSo4U+rZiAVZfQPPcenihLcZO3j3ZmunUL5ZI9UzGowvWVl7fIP3QorYEzRl7IfCwDFkVdkLzShtii7uid24W8MfR5VXe6HImIVeKDvmqPIk2Ce2IdIwv/gLal3y+WRxwhud5L3zlonM7onnvO4tzLh+REpt7njfDHPpXVa5flfxigRhSaMcSxKna2f53QfX2QdjHiA4HKdSXEEOyJWJnnkU7ETdFyncuChY6CgGYuxBbVYuAQ28EnM5BrM3WyKQVQcBlG8R6vYTAQxgFnz0KKe7TEBA4De16zLN7XkRMyjbAdfnds68gQFGLwOPRBOEhctEE/Cxij4rhSxPmFvZ5W7QiGUUQj2sra4d5CIitZ2VfFzns34JWq/MQ8OuJHOKPRIBxf7R6bUDA6SLg0MK+meJ0Xet5+T2zH1j+nRGAOtjSW2j5PIpMubOsjD0RULoQgZftrExV1kdvWDp9LY0QAlv3Wxt2tzZd19q/u6WVQoB2XwRKM6iv/0lgYt0agdXFdt82yKTzEBoL51s9fZ+wy6w/i1D/d7a+uAaBzZEER0iVod1xG1kdh9vxPc7asAEYFEukbgSutyCtky2d/zEzJuPRhwBiidRBVq+FVt76ZDx6xYr3r02xA6IvRwD1xO8zr28SC3T7gB3i/nvancf5c5BkPDrzuzxfWV2xNVr83I7YplwE8rsDR+XnNdzbmin8V2mf92/s1XXyvZXVV9yFAP9/zEy61mV0edVHldUV2wALRpdXZSqrK+5Fc+Qzo8urllVWV4TQO+JbLvyFz0I6zJCrkruBpZ7njTPQ5MtUbGepc25TxIp/k7wAnOKce8XzvDbn3HBW7fz/PnCzc64rmjcPQiTF14kPuhY65zohEiO5ijx+VfJLBmIz0G7BucDd4B0ADATXgpSnh0DMMKQ0FyOgNheBiFLEWFSjiWEJUvLbIB8hP0SBP8gGoVAa7xCExBiDANk/EbPzOFrBLEHg4FnkXP8M2ngQsnyXIlD1JlLgxQhUdiHYcTkGTVZ5yXi0CoETYonUCOTwuz3a5bgDgTP+JwTHOm2LVqp/tbR7EezwrLJ2ecme2wqtYA+2sk5CAHddBIjOsetXIqCxF1IIGeAB5/iiZL2Wp63+GyBAcoN93hLR4DEENi9DTNZia+/+wFsznuiycSg3+9s+u9QNCud6/awM5yGAMgCBn1rLdypiBU9AQOwWu5aHxsQBVr+rrO+ORMEoW6yNtrE2+tA+d0I+EZchM+0Iu3+plbENMWMFVn8/nEc+Yhh/gxTiB2jSmmZtcyMCpkci8Hijtd1ZiCndBi0gXkvGoxOsnl8ryXj0UQRmfxApdTU9YGD9qGtmXhHK8Zb/UPl+kyTj0Ulol+2vTX6D3Cz+jt7jiQiMFSOAduFvtrk2HMLr70LZXmhB47s/rLjrfK3J6PKqMe0+NxOEg2F0eVUWeKeyumIcWvisgxY1b3xf5fmliOd5M1n5xo5HgaOdc58ifbQqlvofyELxkTnQL0CLwW/Ke5Zz7mqkGxcT7Fb/uvuXOuf+jtx55vIz3RH8fcrPOqDr6koskRo2YvBLJ81bPOywlrbCExqaez6OlOXbaAJosr/ZCFC9gcDHDATCliI2yqd9GxEI8xXjEsSOeYh1ehcp675o8PlxrZ4hOA8yjcyTzyFn/v4IWFyAzH77JePRmlgitQFSLAegifNdS/cztLuokIDB80MgbIyA33AEPq5EDA4EZzn+F4G6ExCQyCMwEfgyF72kLYihuwy9cLMtj66W3hkItH1qv/3B6nQFAh0nWlqbWhlDCGj6u1unWlqfIRD2JJoQFiIg+Mz0x7sMrJ+at1Ovbeov67FlQxZoTsajdxoLdJnVZYnll0cQ4PM+4AwLc5CLHOqnI8DmK6v/AMcn49FsLJH6HTIDL0fs2IbIx+9ENAb2QBPJPoj9ylq+N6KdnBE0XjpZOW5F4+UMa9tLEWPTD4G+TZFv0IaxROpfKGzHWGTCGY7GaCkap5U/dDDSr5NSVzMQTeLrAKlar+zUH7lIv2qprK4oQP6R26GF19No0VdEsMDCPtej938ycKUBog5ZC+Kc81Yzjhie5/1sdw465zp5nldvccweB+72PO/xH7tcP1f52QMxM+fsA7yVjEcXr/DbDshkd9GB21+xa2Nz8W6vjjnu2Za24guRopyOWIc0mrzusPvzCbbDhwgOGt6M4CxDz55JI1ARQoDrQwQg9kUK+C3E9OyNAFQpQcT1PRAjta3ltQ2ype+DVjIDkPmqDvkx9bH71kUBSJ9GjMpUBAiGogl3DPIRO8We+T8EPIrQ7sQeBOfxdbWyTEd+WwMRICq3NHshsHWQNau/SzVt9TkH7UxcMaRCPmIHlyHTr09Jl1nafSztUsQCXYTMdCchk+5LCKTuDFyYbnIbLP6w6KZ0Q+jPb7+4ZXuw2D7PQnv2EsQeZu3zbQhI3ofYxN8gcPUAYq6WIUbqPASQHrBn86ytDkXM4kYIOP0LsWl+nZsReNoKyKSb+W9dba7rsl7r/k7xkl5FJoBtkaKchNjI2fb9eUvrDMSc7QH80zadEEukzkQA7XfJeNQPWfKjSqmr6YzA5/Go7GcB99Z6ZWvFr6RDVi2V1RX9UGy6SvQ+P4XGJ2hBMphgjlqOFp85aFw3AReMLq/66w9c7F+0/Foi6zvnbkAbw/KRfjvL+7mDiR9RfgmmyX0RC/Q4FkiwnYxGTryp0eVVD9qB4P9EDM+HiO3JQ5NTLWKxFiFluC4CQm8ikNWAlPqliCVpQZPdOnb/AktrE8RiOIJwEFXIMbzMvv8HAY990AS5GJkP/mH3PIAYsG5IwR2HWBoQs9Vo5T0BMS6zELAZi1bBI61M1yIH5o/suQ8R4KpGk3QBYm/83Wa3WrkmWTpTrL7lCBzUown8QQRu+ifj0S9p5lgiNRGBq24IePWw+oyz5663Nt0kGY/OjyVS2yNWbwICr7ujY6PmISD6MWIUF0UKvHG9tqu/PRmPZmKJVMTSrUnGo19u90/Go42xROpma/sNEOP1N2tbn9H6MwKkr1k+RVb3IxHQ6mJl952HOyOwuRlSaBECditpaRYiUBwBBnlZt2FBr/SwTAtepADQuHoSKUmfKVuGfNXWs74agfr8TTSmFyI/EJCJOcX/niDxY8puyBfJdwy+CagvdTX5qG+mIrbzgs1umAHgkvHoSgF0h3xrGYremaXo/Z+NxmkWLah8xiWM3sn2UtjaFrns9/f/ef8ZCzY+65Hf7zH+hynyL1t+zuBqTcTzvHNXfVeHrK78EoDYO0gJVq7ktwsR2/CMffcd3t9DZsd3EdD5HDFhbyKmAjR5FSFGJoNWnLugSS+LQIw/uT2PQg34ztjbICXdGwG72xAo6GHPjEemphssrT8jkHSl3X8uYlxuRgxPPZpk10emtDy7/oJdfxftDJxgeRyAnP/9yXkr5DP2V8RuvUdwoPRDVs59EMAotbL+w+qxEXLoH0mwyWEfxNJdt0J7+1uYz0rGozfHEqlzkKnxBmv7cy2dJQDJePSNWCL1pqXXhIBRvuW3lfVBPfBoMh69Hr5kQOvsvlmxRCqJQM29yXi0dqtznwjX7r/hEfWDu2UbBnY5ORmPtsUSqZ2trgOAF5Px6LOW1oXWH28gU+DxCBifZ2XcBzGOG6Fx0RmB2C2sbJshYFuGwHkz8Ho4x+sRinjDQzk4NHZuRWzgAARc1rF2useeH45A/cGIzbwamBtLpEYl49GPk/FoHTAhlkj1jyVSlwJ3JOPRMfy4kk+w0AAtZv5CcNLCTDROr0FgvjCWSJ3yczwRoLK6ohAIjy6vqlvD5yJowTPle3KIfxM4tm558etFneoGOOfNd44MGpvtxQdkGYIj2XAu7W28zjPbrz/45QTssfv3UL4O6ZAOWQ352ZsmVyYWb2kI8MRKTGano/Mf5yDFPxCt5v0go6cjZTIRmd7+hVb+/QlibpUgFmsqMmUtRozZAMu3GCns+UiJN6LV6yLEuEy257pZmnVICR9DYEIst7+97RqIqYoj9u1V5NMVR+xJrf3+O2Q+fQ75uy1Azup/tN+HoInYj63VBQHVQQgw5iGz3Ti7fiZiwDZCwKwNgaZ6K9to4LNkPPpgLJH62NLv6TNVBpyOt/xPSMajL8USqXWQifMmSzuJAOMFiJE7DIHIZVaOm5Px6BOWXjdrRwhMgyAgU1Z+wVO9GvqVjKsb0m3xja+fs04skepnbZNr/fAwYsdeROB0LDoG6beoj3dHgNdvxybEKA5FSvVq67P9rE3m2HPLrAy9kK+cHzW/yNpzIDKJroNY2sWI4doDAZg02uX2f8l4dF4skfLjj+2cjEerYonU3ggcdwZuSsajl7KaEkukSqxdH1pZUNg1kVJXE7H6lCNztW+mb79l3kPtcg3w2IaXzP5tbpcM6DDzn92E8+B7Ffe2tBbuPuaLPf7xl2PPXu12r6yu2Bv5S14wurzq3crqioPR+5FYm35Zd7y4T2NBp4Z8yLTkRAgTHJvUjN7Xzuh9XQh0b2sJdYZQNhRJe6GQTtJwjvjo8qqb1laZOqRDOmT15ZfAiK1MjkAMxesEh2n78gek4Oq9LP/FsbVzHI3A0K1IYbcgxXUeYpuWEpyxeBkCa72QQjoCmZZ+i5RuLZrwcu3+kYiJuoAgQv7u9tlDQOl1ZCp7HTgom+E2L0P3tuWhZfk9shnEDuUiQPAE8lk6Eym/PCtLEQIKlyIm8Dmrh4d20myPWLil9lsCgQnfSX8qMqFeYnltikye+XZfEWLy1kWg4XnEiJwOEEuklibj0VF+I1sQ1SHWHjsgULsN8FK6hSfDuWzgZfjLY+dH7zbmrNH6ZTPEUPZCIHFbxA69k4xH56v86WUQKobM+5CzubVDD2DjUDr7fsPALscsHtm3NZZIdUXmRd8kFkFgKUtwJNF8gs0COVbfp63dLkNgeVcrX9ja4gtkNrzO0pmDgFh/q0MB8p+6DDFsVyKg22RjYR5iwvZEmxi+QKa+UDIePdnK+hli3ny/x2EI2KWs79ZE9kTBgruhcfpd5FwUrsIjOIC+DxpreXZPFusPYPdxV/b7Ao1BR5w1AmKxRGorxAxfloxHn/+OZf9W0pbOm53O5vReb2DVxQ+8+9iRoRC3oHfgU1TvLkDV6PKq+srqCteO/fKDVvom5cvt3rv4hl1mayr184vPLeq8/JpwmCIC9ssvQ0G7W5cB08Y8v9W2hSUN3jqbfRbJK2rzAOccicrqiqmjy6s6HK47pEN+YPmlArEE0K3dgcnt5UHk8/P32spujT23rq9zYe7oNKT1XcRapBDAaEKT5uFALBmPXgkQS6SGIDAzHrEbccSqtKJJcDraQn4yUupLELD5M9ottwiZU7shJd4d+ZV9jPyH5meaqG5dFt6xZWHklfweLQ1IIS9BCr0EmX0mID+oHpbmEgQq9kSgoQ4Bwk0QONseTcr/QMFjr0dgB6RU/oF2/ZUjk2cRAkGLLb9RyITWQMD4fYCUyx+QM/wz1ka9CWLR/BX5uN2NgCYuRF+AbIa0+e19RuCLdj5avV+NAFwDAjhnARcn49HsfW/vevaS+j4nRsJtJ7025sRKxEx1Ap461/tb71gi9TIy9U5LxqO7xRKpC5AP2K3JePQ+K+MT1j4nJePRmcbm7YrA7DbWv3OQb9cJ6F2ZiwDbPsjJfoq1TX+kkHOtLXPRBoQW69deVo80Yj2HWx/ErZx/tr652dqMZDy6C1+Vpyzfh5Px6FKrQx8Edt9bGdP05vVDugB7Hcy6rz8SOv8PCIB/V2kkYIafQezlfDQmlqF+CNk95QjcboMA+/msOYg8FoHzoxH4/8ElN6fl4rG1uwwc3v/tQ0MhBqGFTq92t3jA5Mrqit8Cicrqig9QO109uryqfX3PB4pGl1etNRAG0G/4zLsQ+3U5gUtFyP77koMWp67PsBkzn0kc/njZduOO8rxQs3NZHzhPW5vl+jXKr8VZv0PWrvwigVgyHp2LlCaxRGp/NHGemoxHP0TM0/bAE0vGFPVdMqboCeCFzW6YsRgBhWakKJ9A5qhHfCUXS6R6IGW9DdqJ+AYKh/AZAgPvIEV0KHISPwk57vdCbFQSmcW6oolyFgJ/Q5AirgN65nQiP1KUmVjUP+Mr/Sza0XksAnxLEHC5ysp6EgKQ+yO27WEEZBwCA/sgJVlkaeyHTIFL0a7O/shcNsXKUIbYvr9b2ZsQcBhiZY8AgywI6Y0IYG4US6SctdWdBIeHP4rMoAlgSSyR+ms4hw0zbVweyWM+CgWRsPx8xuc+ZMpcYmXcHZlVAciJtN7fq8v0p0eXVy18bUzqYOurIQRBArP23Bxz7H8GAcLTbEPB75BZbSPL5ySLCv95LJG6GkWnf8zadYa1WQ7y8+qGQNZQ5JfYCZlYP7N2PAWBk2ss/QwaC9uiRUBn6+ur7NlW64ujk/HoShVhLJHqYn1zFGLTfPk3AuPbEBwATyyR6g6kzxYIP70/k5cm49G7Vpb2mkipqzkAMcM5iOE80eowhuCYKEdwKsIANF7a7Nq3ibx/PmKWHvhOhf8OYhHej7J4V8eh8RRvd4tDTPFL6N3YDL13OZXVFZUIlI1FvplrbVdpZXXF7xHr+gfU1r7pvQC9M8MJ5vhcKycD158x8OR/XjcPzRHrAmeOLq9qXVvl+jVLmkzv1QxfsUqwtjJxzmWQu0YELcaP8TyvcTWf7Qf8xfO82LfI9yLP865e0+c6ZPXkFwnEVpAtEHNVitiHE5C5sHOtV/ZyLJF6Ba0UPbSjcjlS5E8jk8L17dK6luAcxePRbs11kKLeyeJ+7YKU03YIIGTsuRqk1EETZRiBsS/aXZ+PlK3nHG8hc1TWfq+yMp2ATEDbWrnfQyDrWqtXHVrdzkTmsHctPz9cxTgr/3IUx+ouxLQNIzhhoAQxgeehY0jetnJ8aO15audJ82ccffpDM8K9Oi/LFOW+afV5OJZIvW31yKCJ4m3sPDNMSSfj0ShwYiyROgOBvCnWnocgcHGNtelCq/OtQJ9YIjVJZb30X8DWj72RmpaMR8cC6xtIXmw+accgUPZfFMD1bGSS646Ym97220hrGz9C/GVW941QSI4dYonUH5BSdQhsbGXtsB4CIxujHbtdECt4DmIR5yBGbzACIlnrk0cQs7MnMn8PR077ObFEqg6BxGlAmwHdTZE5+zkEEK+PJVJPWh3HogWHP34w4DkGsaRbWN3HsnZkBHqPHAKUWaubH+Klh332/ZJ85/D/IhD69OpmVOpqzgZyar3o9QhE+9fz0I7e8ajvvqj1yn4ov7OdUX/Vo3FyJ1rUNNn39k7yeWg8H4cA0inIV3NGZXXFtu19xCqrK7oAhaPLq2avYXl6IYDVHS0S+gFjR5dXPVxZXbEIjdc9UB90tmc81C+9R5dXnbWG+XXIjy9NnudtAuCcexBZXm5c1UPOuYjnebPROPk2chEC7h3yPcivAYhdhmIyTYklUr9FTIiHwjq8h5RpAngzGY/+ESCWSJXatXw02Z9kaSURW7QJYkaGo9X6EMT2FCDmZgFStMOQSe0Nu34nAj35SFmVoj5YF4GpCGLstkKA7CLEslQjc+mRiLmahkBWNwTIdkG+alnEQFQgQHMSMg/NRSvm2YgBuxYp09cQc1RK4HB9seW/O3pp25AySSOG6nNgWLogd3hr59wumfxIV2S+OxYp4tmIIXuRAPgmrR3WAW411mk8Yor83af3JOPR/8YSqV6IJcwiwHSi9dFMBGp2Qma60xDAOM/MmwnESs20vCJoM0Ha0vmDtU0DAZv4EWIQsPY+j8DpfCM7r/QpxDptjcxjGyNGtcX6bQ9kftze8qmx8h+AYpNdi1gdz+q/E2JC90AM6kAr874IwO6I/P/uQgCkC9qRu6H1VQSBwBuAScl4dGu+Kv3QmOm13R+mtrF2D72+BgG7nlafcZZ+Aep7f5eov4EhB4H/AUDO6gKmUldThBjn4lJXczBa1BQAfyOUbQIOiXRKe103bm5oWxI5mHYHo3/Pcgnqn82QOdlfsF1sv+1OAEYdaieHmOj7EFArsXsvB6isrihGizFXWV2x3ujyqgVrUJ4LkflzeWV1xdNoHnrWfjvQvl+JxsteaOwvRMr7e4um3yE/mLyBDuwuQnPFSPTOXeZ53hPOuWPROOgEhJ1zxwBPe5430jkXRmN4DzSO/4502Zme5+0P4JyLIkvFRKDAOTcG+NTzvCOcc0eieSoX6VE/oPM/0XzloSCvHRtAVkN+kUDMWJl8YLNkPNoGTLHdczugSXIpQWDSUXbvq6bQb0QD9CP7bbH5PG2ITA8vIODSDymZvZAiPo1g0PdBAGI/xJrlWN6d0cBts/y7IiUzGfXFTKTsJyAF7K+oByPAMB45Sx9reSxGW9jLEFCbRLAbcm+CiP+drM4zEBBbYunviADGq1bGYYjdyVi90gg0+OEWutn9bU0DuhSTzmxBODTYyrApWqE/itiAxxCTdRRiEHohANsPsVM1iB36P8t7EWKGSglin72DAMpSBG4PR+DrWTRpjIwlUp9YO/m/N9hvWB4TEBAYYWVYbGl/iszMV9mBy+1NBWm0+rsD+cFtg5TqTQjk9UHAYJL1WSFSsn6/pxEw/AMabzsiADYKgeaRaPK7AvlObWHPpK09clG4h8sQe/YR2vRwDwI5vdA4XRnImoFCkkxdyW/fVYqQabQLGiMb2LVPCQIDh9EiAVTHVntmTQLRplGfFyPQ8wwC7QeSBXCFZEMAnfrtuWy9WCL1RTIenW8ArqDWK1v47av49TK6vOqDyuqKT9Di5reI/Vw2urxqUmV1xYkIeO9HcMSV7zjvh7tx2LFDldUVRaPLq3y/wVkEu6fXpDy+CZjR5VVj+SrzeSGaF/6GxmAhmq9chxny5y8W0X5PND9cDLzied7xzrkuQLVz7iW7dVNgI8/zFjvnhrRL4iQE1DfxPC/tnOuG9MJtzrmenuctwHx7Pc97yjl3ejsmbgRyv9nWzqe8DREBnwL9Pc8bafd1+f5a4Jclv0gghhB5CAGsJjM73Y5WgzNQIFDfXyVMoCii9uyOCAzkoQn0YaSoD0cKaE+CqOz5SLHOQpNdNVK4XdFLUELgBLsDYjqWWzoxpGC72fUlyDS1KQJoOyAG5gS00t4OsVUTrS7TCBzVX0XK/2mkKAtR6I0tEPh5EAGFfyDlOAMBlDMIoufPQwzblUgxxAmC5ObaM33s+cFEwnsh/7MjEMi80PJ5y9puMVJCRyAG4COkXD9BYPR4pLQcMlW+avUN2X0PIQDjM3OHW5m3QKAu18o21OrwFJogfIavM/D7ZDx6VyyRWheB05esblXIbDvf+iuEVnZbIOV1l/11s3s+tPvfQ2C82MpSgsBfBjGPNyEGcBwC7+MRkD7J8rjS2mOGPTsQbfBYgMbTp2h1ugSBLT9+24NoXA5HY/QQFEdtaDIe/TLQq/nojWYtS6mr2Rrt/O2NgHWe/a2DAMg+BMADAn+xMHBrrVf2yermVeuVtZS6mnJUx2vQGHlP+bpuQFO6PhRe+EFhY4/yhgvR8V6nIP/CPqWuZqPNbpiRRaD3nWQ8ujaBWQUypRcAr40urxpn159Fpssmgt2jEPRrG3qHp6L3+0jgztHlVY3oHV6rMrq8KoXaA4JD7Tvk5y8+MwVixP6J3D/2dc6da9fzCRZDKc/zFvO/sitwh+d5aQD/Hufc/cCRzrl7CKwAK8ouaIH0vo6npADNkU8B6zjn/ooWTy9+h3r+qiS06lt+lvIb4NBkPNpk31sRmPJjSP3JvzEZjz4JHJyMR2cj4LInFu/IzvXrjJTKswgA3YkYsytsU8Dv0CT7GGLgDkGmgInItOihlelJaIXhs2KjkCIfiEDEocgf7Y/I6X4cMm+dgib2xxE708nSm4sAVlc0wfdA4GQWUpTvYFHpEZjoQgAKmhHT9DICbI7gDM0t0cRdiBTvB8jMuRwpxH9ZGy5E4PVhZDr0/csWIGVTZ22VAXZMN3Jb46zIbdkMDyGwNRKBjVnWVi8g9vBWBOAGIwW1PwoT8TbylVoPgbq/2bOvIyZvCmK/fHCWAR5ot5swD+04/BQBle4IVFYiAL4fAhSzkALzY2T93T4PtvZ6m4D9qbd274uYv+2RefRAtLlhK9TPpUjxbosYJJ+RzAAPNM4Jf9SyLDTe8rkFqE7Go+PRJNhg5dzV2uMJgsPqXwXuMb+w701KXc0wBNjLCIDGcquHh8ZJBI2jrP159pdnz6yR1HplC9Ci4kE0Lm4CeoKLgAtBaJLXFC6e+1LJkOYFYd/3bApqmybUVhcicLTWZHR5VQtiEjYGPqusrhhZWV2xLWJcPYLdsb5fYE+Cs2bbkIJcDzOnVlZXDK2srlh3bZaxQ37R0uR53ib2d4bnef5u/YPaXR/ked4Eu39NN4fcg+aqw4FHfKC2gjjgvnb5red53mWe5y1B78VryPz9j29TwV+j/CIDun6dxBKpInRYdGaF6zciVH9q+zAAsURqOPLxmQacn4xHW2OJ1B7INn4dmlh3se93ILPRb9BKJY7MTIPQyuJgZEe/AA3k95FZayYydRQhYDYGMSaLETibj1iQdyy/5wlCZxQgxugW9MJtj0DCDLt2AVJKixDwqUFszQsIcC1GyuMKBApSyPepBgEQkO/aJcgU8zx6ue4m2K25q5X/fgS8SoDF5mjeC63Y6loWhge21bsRuV2z83NLstMRENrf2uULpHQ/QSzSMgQAz0FAJo5CO/jhHs5DyswhcNYbAcK/Ih+mEQgwLkNg+CZk0o0gULmrtd+fEKi8Be10fA8xnX0QWMux/s8lCDmSJnBC94FHPVL4ByLw9DIyZ05BwNsPRTEF+U41Wfm6tdW54emG8Gb103IyPbdsqkJj5T6r++ZoDA1FYO6fSLH7IPSfyD/vDgSi+1uf1q/NwKmlruYY1P8D7M8h9vRDxBAVEACxNAJpndu1zzEItH24MrPhaXff1r1nl6nZyw68bskK+e4A3nngdkR94Jv7GlAbdrXvf6v1ys6yZ4YCQ0O52R1HnD3vzfxe6TeT8ejytdUW7aWyuqICjbnhVr4QAQCFlS90/YDIfpy+uXZf79HlVWsMWDvkpyXf96Hfzrl6z/M6rXDtasTQn+F5nuecG+V53sfmI7a553mn231DCHzETkbz4GG+abIdK/YUGp+7+oDOObcE6GWmyPXRgnBbz/Pmm1mzM3ovWz3PW+6cGwk84JszO+Sb5ZdqmvwfsWjub9jfYSv8fDQCEFfTbgcaGqj72eengFcsqOTzsURqA8RITEAmr/HIP2oztIr/GJkp/4bYD4dARTNitTa3azlIiQ5AgGAJMuGdhIWFQMpsIYHP1yZW3lYEgNZFk38OYqKWIGq42O6vQSaeMgTu/mDPz063kEPWdXJh7+lwLoOQb9gHiNHpg0DGsZbHcAQMR9rz+yKFPAyB0SYEkBaaT14CsXr75XTJvNW8JK9Tbkn6TGSSLLA26m71uwGdwVmImLZ30G7LQsQ4LUOs4ImIkSi0vArRBBBFQOdYBIj/a/XujsyBTyOQcyGi7tOIiWtAAHkO8rGZg0zB6yHANQ2BY9+HqwUBggWIJWtBbNFEtArsjtjM/ZHSXd/6qQ0B4v7W72cAr4dyvcuXj8mLFfZvw9qzwOr7GDKn11o/hNC4zbPPxyNT5aMIUP4bgdghiOX7zjviSl3NkWj8P4z8AM+xeuRZGXchOPYKa5MiNEZmIAC5FLX3Uwi4fWVzQSyRyu/SqejtZQ29s5XVFRu391/K7d62V1tdOOq1ehHDNHNRf/t/rWjMH1Dqaq5B4+g+oG+2NTTv0+v6vgZ0LT23pu572lk5uaW1cAMgnJfbCAEI88F6HgEYTQOhcVN2mTl7Udl/7zvt0C8qqytCaMyF0TjqkA75NnIFWqiOdc6F0Jyxzyqe+Qeaz8c659rQwvtv9tuDQM92rBrITWOsc+4jc9a/BHjR8mtDPtJNwD12DTTXdshqyK8GiCGwM5+VBy2cjhyPy/kqEPs7UspF/O/OrJmIWXoRAbE/IaD1aTIevd8Chr6EfH52RqDsVET7Xo6Yi/8i5dYNDeajEVADKboyNElnkXL3WYZipIBykLKrQ4puFwQIPkD+TDlW5xYECDZHYOBfGJDLpsmP5HsFzrGf3Zdjv02ytPtbPXtijsaWhg+YKq2MU6wN+lv5fcaoFTg7FOHlkmEtFyHTrx/nazZBANStrfxPIWbtItRnhyOTXr21YcbavgUBysEIKDVYGTPWnjchkHoIArUvoF1txyMW8UErWw9r+4cQEEoilu1Uu8dZ3pcisDkQAd2zkdLvZH3lb4johkBvZwLT6VzLZxLadbqZ/d4czuOfvbdveMvqGrK//sjE+VkyHn02lkgdSLDrbhpigjZMxqOvxxIp3xT9qZWrk+W3NuQPCHQfiBYHk+1vZzROlhOwUh4aFz0QGDwEsYlPob4JE5iv20trfm7dx4V5S32wQqmrccDAgoGZid23rPtg7mvFw7zGUAFiLH9jaWX77LqsvnFGbmT55/mL8VwWvVOfosVLLwROC4Fxpa7m6FqvbG3vFMx88sXuYRyUlz3uIUX0qf33F3x9EABdH7h9ypzN+2ayufkAFsKiYi2XqUN+wbIiG2bXmpCLzIrX70Vmff/7VPQ+YybH39vfirIdgUXEf/Z8tPvb//4ftHBeUTZdZSU65H/kVwPEzJ9r1Nf8fABiX1aM3B1BE2gYAZAmgFgiNQyZik5JxqP1sUTKjy1WQLB93I9XtQixOUOQ/f1gpPjHIWDQgpRwnqU53crSgFicMsRGbG33TMzNWe7lhptG1Df3XAahRQjYbIDYmF0QQ7XEyt+KANUA4KVkPNoSS6Qm2/fPcwoZiUfGhb7czZm2suYi0OEQcOmBANo5Vr+/JOPRa2OJ1IeIiTkJMU9nWv4RpKQrrZ4pxOTNtPQjSEkfixRsf6vvM0iZDUdK9C4ETrsiYDsYmSj7I7+sa5CDfXek1A6yNvZNPmPsrw8CeL0Qi9lE4MxclYxHHzvgqtQ1Loc8PA5+7Pzo7+18x3LEDvYkiAv2PDKP5iBgNQMBrgXWF6WWbm/r2zFowtsWAda9EeDra+36OdrgcLi1dxkybR4eS6RuRqC6yNI8D4XeuCCWSL2BwOwlaIxMSMajcdaeHIfGc280gV+AWOAxqA+XIWDrUH8Ot+ciaIU+zcr+DGIy318xg2Q8moXoVxjqQQcvOqdtWTg+77XiLnNm5L+FzMRPoK32fqyudE5JekJ2Sl4ZHgVAn1qvbH6pqzkVvSd7IiY6B4HT72OuW9qvR02rw8tFC4AmBD53QQu0F9CYvw319axMNjf8NWl1yC9AIoTnrU6w1gjheT9EedZUnHMfIt2zNueRDlmF/Kp8xL6NxBKpaUgJJ5G/Th2aZMvQiuDPaPVwEwISFwGvJ+PRVy3sxTIEhm5F5qpnkEIuQOAhQrBz0COIwv0qYkH2RA783RFQah7W/83GwX3G8mntznfMWVy2D/J3ehMpvTMRKzMLmVo9ZAbb0Kp0LGIMRiAw0xcpua0QYIsQBJodQHBMTxMCG8dY+lcm49E77BD1Y4D9k/HoLGuzixFoeQadTDA7lki9g5SSvzFgKTJrbmCfWxDQm48cPne18o+zsvZFYMRDAGodpPT2R0xWGDFDTyHw/A4COCXI5+5dBNTCCBSUodARH6FNEh9Pf7zk/NyebZd1GtT6eqdB6T8hcHS0/f4AAoV+uI4zEShahoDiMKtX1uryPALPBYhZWx8BlU72vA9w89DuyGvQ6nULtCEg137bDLFz91v/Za2PJhM4zC9HYOmKZDy6VnYqGSt1HFoFr0uwI7Iesbq/Q2NqgJXJ94/y72tDwLQQOKLWK3tudfKNJVKFTQtCn7Quyhk89T/dXLouMgb5Du6JwHiB3foBAvnXWt5/q/XKzil1NcPIzdxMa2gP3eZmobb9B2KguwPH1HplE9ewSVYqldUVGyCAvwwtvo4dXV71xTc/1SEd0iEdEkgHEFuFWGTzs5HCvxYBr7OQieSviEG6G7Fd/0VgrBr51VyCQMqBSHG9QLBTsggBkM4E5/N5BEcYLUOmlk8Qy9PDipQNu6al3UtmL5+/tLQVQsMQeHkRMQZPIPZnH4JArscix26sDL9B4O9+BMpuQkzXULSy/zcCBa0ICOyAAMxCpGCr0M7Ic5BvXAUCO3WI1TkGKeABCBBVW103RyCrGLEEI+ze2xHY2w+xGJdYGxxg7foI2vTg+1f5oSJ8H6E51l7bWztm7LfPESuzI2J2NkTgb4GlfSsyE78GrJ9u4a/Lxudnuo1q/p0L0YYA3mWIwfIsn5sRMKlGANyzsg9FoK/N6rqB9dnhCHD5ffQ3K/NHiFWaQBBT7nbEcFVbO81FYHYpYtTarA/zENPaBbGE/dBYaQQOScajjXxHKXU1f0AO+vkIvPhxsFrRO/AH2h2bQ+AL5Vld51sb1AJb13pli1Yjz3Vc2MuEi9IvpuvCw/CcB67J6l1sefj5LESAdRhikU9F7+IDncvqN6mrKSpRWVydlfMDtNhoBXas9cr+h537NlJZXeHQOJ4L5I8ur5pdWV3RpW1q7guZuTnTjj/zuUPWRj4d0iEd8suVX41pcnUklkgVA8OT8egH/rVkPPqRHcXzFgp/kEEMxo3tntse+f9kEDh5H5kXc5Eia0bK479Ige6FGJlBiMmo5av+M0VolX06UsjvIuW7DNgj4xV0nr906OvIXOQh094zCLD5Dvf/AJ5MxqPZWCL1L2Qu2Rg5dp6IlFIRUrIHEDByYQTihlt6txIcAfU2sFcyHq2LJVKXI3C6s9V7sNXzKMunCLFZMxC7dRvyIeuBlOcLCITOQEDvWATelhCECrkKKbilCOi090VKIPYxbeX/AwJiyxHjFEXM3f6IzUoj37gGK+c+9jfE+qkgksfZ3TdrXm5tstjaYixiY0JI+R9vdR1k6eUgMLq1tbtDwOFjBNqOse9+/DOsDuuiMXEhAlmbI5BwBQKLbQhYbWFl9NmlpZZWPfAXe64/ga/e2grWuRCxeq+hMb2JpT8b9U2YgAFcjoBSG2pLn5nsb78VoT77WjEGLuFlXFO6LpKPhzOCzQ+v4oO82ZbmAjTGewP1tV7Z1FJXkwNMr5tUsC14reBeQguB81H/ZK0+l5a6mnitVzbpO7aRH1T1s/bXvFZXEuqSGeki3tDK6opQ++OMOqRDOqRDVpRfahyxr5VYIvVYLJGaaUFeV5QPgGqLaP6lJOPRZUgpdbc0hsYSqfJ2t+yAmAgvGY/eixT9w8AwMxX9Be348xC4OQgptvkEwUszBGf25SFfKt/JORcxUM0EoRP8gK6Po52QDYj1Oh0xKn2Bl+zsxT7IzNmC2K/rkCPxAORUfJr91SHlX4jMsQMtnQYEDl5PxqN1Vuf3rCyL7NkbEFg6E7GC9Sji85nIxHUG8v16ELFcnyLwegny3XNWp79Z3YusjLcjsPEUAgAHI5+h3yPQ8SwCWqdY+6WRYhyDAFk9MiFuicDbzQTm31zkvzYQgeex1vae9Unaync8Uubb2j3vIxZwTwQs/4AUvb9ztZ+17fnWZwPRoucdS9Oz748l49E3kKnvBOBeA/oTCcy3fRBgfdOuR5DZuB8CfhujMVKNgOiXDrXfRWq9sntqvbIz0ThtQW3eH7GuHxHEJwqhcZgmWHAMRf1da+U8djXy81Df3xnplD4VslkCBgzUZllLrx8aI+8iv8QrLY02oIRMOAKhMPBJuDDt7/IME7CnS1h7gPV/5IjtXp/WNqFg29aagm07QFiHdEiHrEp+jYyY7090GAIn7WU68j1asJLnrgSKY4nUAShkQB8LYdGIlHsbUBlLpIagVfc85Gx9IjJNDkWs1InI+Xtn+1uKlEIDMjWNJXBqfxyZ/Da1MvdCzNI+iPFpQ4rqQcT+rI8YqRIC810tijW1LVJIg5G/VwNSoP4uxAL73sXSmmd530JwqPV0O4fzWft9KfKTG4QYvu2S8ehjsUTqLaSwB1k8q2mxRKre8n2U4JigrF37zPK8D7FngxHbcQPy7+mCQEYMgbVHETiZg8y6gxAgHI+YxPuwUxXQYdlXImCXQeDrFIJdklMRwH6BgNFqRT52tcYovo9ARncEuOZY3Yusv4YiIFRBsHPTD2PwEgEQOdjym4wYM99cvAFiCyOxROpIgt2TZdY23dEGgI3t+t8RCHwbgbxyK8PuaFFwFWtPrgeKa72yWbFEamDTgshlE27utanXEvZ3b2VQXzrU3oUI8BQh4NYVmbdXKbVe2culrqZrui7HZ6R9EBNC43+G5VWM3okeiEFsHyfsE2RKritat3lfrzk0pLExHDE814r678XOw5q7xRKp6Wsz3lp7Of6sZ8d8H+l2yE9b8nJCc1vT3iqd9XMjbl5LW7bPD1GmDvnpy68RiP0BgZJ/reS3KJCbjEdXFtPnDiC/nalvKEHg0tuBpbFEKoyYkLEIDG2HTIAgJfABYizCSKnmI4X+DgKAnZEfWhMyqf0WsVQfIKXTi8DHqpiAvfF36fmO8C3IDBpDyvyvCCD0tGdyCEINLLI0piGldjVSvo9aWSYin6A2S+9kZLbsgxiMofa9EjFgIGBRgnyjbo8lUvn2XAaxYT678QVS1qOQAr8C+UzlW19MtO+3I/ZwiqXjT3TDERDxEGPZCQHdZktjIAJUPjCYZ20/FJk1B1g6n9r1IajvliGGaqmFjviXlf0dBFovRUxbCerPfojdq0PgNcf6sLu1UxsCCH2sTqcjUD7CzOE3IGDhg6877N4vEKD1r0esHAdYHScl49Fz7bD5ZsT6fcXcttPhb5UseKfT/g3T8h6p9crW2Hes1iurs3rRtjzUeWpl16jXEuqG+qUzYkz9cvUiMM3OtjZYTrsdWKWuph86D/LrHNr7oX70x4g/R3mozeejcXuu5f0A0L3U1TyHxuwkBL57NHyRNyC/X2sdwY7THGD93G7p9fvsuPzU1iXh0+iI/t0ha1Fa017vN65bWZSWr8r2501bJVhbmTjnMsjlI4IW2Ud5nrf0G+7fH/jc87zP7PvlQJXneS99i7x3BM71PG9VMcq+F/GD2Trn+gF/8Twv9gPnP4QgIO6OrMW2+NUBsWQ8ehMyz63sN4+vCayYjEffavf5xhV+Owe+9BVLIBCwAXIWvwMxU/WIcbsOOY9PQwp2EmKDfOW9I2IRNrbku1oafyfwWepuafnhOFoJjleZjxilKqTgd0SR3k9HitPv86XI/6gN7YYcgBzXeyCfsE2QmfRsBN6WWP6vIIV3DwKPFVbGOcBBsUQqigBbyOoMAr9nIT+75YjlWoiYqU8QA7mVlS9t7VCLWKJmBBbPRmzPoQi8zUMAqhWBUj+8R65dm4+A4UjEfHVDir3ZnpuM/Lf8vhpi/bUIgaQDrWx3IkWeRYxjldXhfMuv1co/DbGKc9uVb10EpC5B4AlkTvs32iRRb88utDLlonFwFAKxEwj8wfwYcr75sydwWiyR+giYkoxHm2KJ1LlAqYVT2RV4tWVp50MyzW6PnOL0SOuHby1jL+8/A7yFeT3benlZt0FbXXiS1xp6HpmOu9lt/g5KP+7cJwiU+XIZ0LfU1cRqvbKVvWufoc0vxyCFswsadx5q7xLEjDk0jv6MGOLtUJuPQu9UX7xQ/+ZZ+W18dTenl21xmab5OV7L0kgbHdIhPy9panf49n3ILeSbGPD9kavIZwCe5/3xey7f9y6e581GOuYXI786ILa6EkukugKdkvHojJX8thFSpA+uYNo4GynfN9HK/mXkW7MAmfiuRor7IARs/m737GD3z0fKayhByIR8xCj4R6jUIufpEDJNbYLAwUaIQbkBMVkLkvHoh7FEqgaZ4Zotv/9DSukj5DS/HDELhehl9YNM5iFWrQUxUh56oT9CJrwN0IaEDxGbc6rVvcmebUNKF2SGCyPTWcjyOg4BsSH2eTqB39wIxH79g+DInNss/UlWrqEICHZF4CaDouF3Jjhi53qCEBwZgrM1OxEcyL25tUcdAlODrJ6VBExP1v4Gol2QhyBwcTfy7+ptbbQc7TY9CwGRVqv3LtZHbyETqIeYsZHWjn78LYfYt3H214jARQgBnZ72eYG1S2+0meLFWCI1Co2VTRBQawYm5BZnKvO6p/vVT8tL8h2l1iurK3U1+xT2bxuTaQoVeVmK21pDO1ib+mAnZP8Lre38IMG+3IsWEv/jo1XqasLIp3B7q9+daOFxhtX5dNQH56B+uAq9A/vY74dZXmWWr0PvjUc738p0Q/immU90fRGBxA7pkJ+rvIMdGO+cG4rmgp5o3vgtmjP2BXawSPgHITb/ac/zks65qciNw99Ff7DneTXOuXKkr3z3juM8z/vacC/OuUL0Xo9E81o/4DTP8z5wzt2OFvwFQNLzvP+zZ74u755o7u1n9YsCm3met7BdfkMImKl8Aj/iNPB7z/NeteOd9kXz0FDgcc/zzltJ2bewuhahOWMXa79rEYmRB9zqed6d31D/HSwN0BxT4Xle3dfdvzLpAGJfLxcDm8USqatRINT2gOuvaNCNR07hvsxCYOa3yXh0HoD5F/VCzuZ9EeNyOvJ7+hwpg/3QwJuDwFwbGjzzCE6w3xgpk0MRszEVvSgzkeP6qQhY+bvTTo8lUinEkk1HSnsngjhbYXQE0IPIDLY/AgSH2vNhq6PP1l1u11629DoRHMP0H7vPIRanPwJSiwCS8ejTsUSqCg3yevRSDrJ0O6PJZAer3z+sXW5Dvmn7WDm3QON1GAos+ojVvwEp/00JxnMzQbT/6chHLoIAUhe71hX5unVHynoCAlIPIzBwMsH5lWdafcMEjM9ixDp1Q5NVsaU9A4GCXpb/TCvbYGsP38+tt/3NsXTHW3p5qK9nWDuG0LhZiMDZtlaXJwiYtK0RyB2LFgHzEHP58Gv/2TaLGLi1IrVeWe02u7/XZ/FHhS+0LcnZlODQ+CVW74Gof/3dvB9hEfPt+be/Ifnd0GIlY2k8hNomg1jh46yO64Vysz1HXT3rlUUfFg6e+u/uI1Fb+YDPD6GRRQyas3TaUJ/+pdYra/6ubdEhHfJjiXPOX+D5fqZ3ASd7njfJObclcJvneTs7557EgJc9t2JSCz3P29Q5dyoy95+I5tvt7QxKP57jQd9QnFOBJZ7nrW9nTI5p99vFnucttvK+7JzbyPO8sd+Q9/8Br3ied41zbg/kIvJNchrgeZ63oXOuDB275C9sN0EMeQsw0Tn3V8/zviRWnHO5SHcd6nne+845P2j7CcAyz/O2cM7lAW85514kOEN2RTkXAc+3nHOdCE7HWW3pAGLtJJZIufppuefNe73zjoMOcDvkdPYiSOm/x1cdgq9Gym9c++eT8eiZK6aZjEc/jyVSC5AD/5bIebsCdZ5vwjkLsT1nEIS8WAcp2p0RaGhDimZTpGCK0Mu3AO3KnIT68357vjcCNTsiQLOhXV+OGIeHkdLcHzl7ZxCTsACZbs+zPLcgWG0ssjoMRABoGVLEMXtme+SY7VnbxGOJ1NXJeDSNwEA3BDReREFZO9lzX9j3ZQTK82H7nEJmqhsQWC23MuWhF+wvaFXV2K5dPiYwGfa1fJ9CJkJnZV+OlPVcNJFcj8yInyNgegG2Gw+BqT9b/jsg8PhnSy+ETLvrWR+OQiu5/a0er1qftaDV4hgElHxfwT4EcbeWI/Dm70g8EgE8H9TcQnBQ/Fb2vyeavBqAu5Lx6PcSTDSWSO2E2Mv73n4h2lTqav6EGM0DCHbx+iFGQAzjQOC8Wq+s4X9TXKm8DUzK79M8vGhAOrTowyJnRxf57dQHvRdLc3u21c56rvj/Cge23Ir8AwfZ7yBFsj5f3RXu+5yVA0eXuprDgZPXVmDXDumQH0gKnHNj0MJjApAy5b8N8Eg7oLWyqAArk8fs/4fIHQM0b93nnBtG4ArxTbIdxgh5njfeOTe23W+HOOdOQrqpL3ov/d9Xlvd2mBuH53nP22Hjq8r7r3Z/jXNuGoGF4WXP85YBOOc+Q4vh9hau9YA5nue9b88vt3t3AzZyzvnmzxJEAHz+NWV4C7jROfcg8JjneTNXUeb/kQ4g9lWJpOvCe7bVu41cjleAwMlVyXi0PQgjGY++gExMq5RYIrUPMk+ejhRKAwFY2R4pt40QrTwKKbCp9vt09IKFgMmZVrp4ad6OFNKCFM/xCKT5ZqENEUj4I2LarkYgxKekT0YrqM8RwOmKVg3Nluet9sxgK/Pjlm4NAngxBHoi6EXfgMB/6WIEfl62qh+A/M2ejyVSM9BK43RL7yTEHuajl+j/rJwZBHD3RAAyhMDNEgRSH7V0T0dKNYx2yM1BQCUXgaUrEL3dBe1o7YOA1iwEUIut3X2z5EuIYbofMTEtCGCGLJ87EQA4FjGeGyMwOcTa8Y8IzE1GZtse9mwvBLrTiHnzzYfrWx7T7Z55Vo+brP3vtTZdYuVrtDLfbe00Ho2Z9dBkXIDYy+1iidRi+57xWdm1JHtbfkmgznY4voNYqsPQROWzV1k0LooIfMdWKbVe2bJSV7PZgN8sfyqc741qmJ53VfP8nHwE/gsRsH4beKZ5Vu7Zc2fnnojzdkRtfgRq50moPTciiD0GQYy8UQgwdkFBln//7ZqjQzrkR5Emz/M2MXPgC4gRuhdY6vuOraH4fpoZAjxwBfCq53kHmBnwtW9TUOdcKSIctvA8b4lz7l40/31T3mtT2vugrkkeDjjD87yv6Hhri/8Rz/Oudc49g+aht5xzu3ueV7MmBe0AYu0kGY+2HXDVSweEi9L7h/P4O7A0GY++8k3PHHrTM716dpl6U31Tt/H1TT3GJuPRZ2KJVC/kx/QiUl67AZsl49GUPfZGLJE6CJnfxiDWaxTqjwKkyLsg5X8k8ompm/ZIt53SdeHNh/1uQbFzNCPFk0WDbENklpqBzIh3oFVGHK0QFtZPy3l52n+6bTX81Pl35XTyDkUv8gQEznZFK5+H0C7MJxEjticyf/m7LyOIuSlATuVtBApvMfLvyiAFvBBtCrgfAUrfFDsaMVSjEJsxydK51e4/FoGPAsSa/dny3sPuPcLKsAgBnp3Qy/MBYsv+benNQaB3dwQQyxGAzLN6eAgg+o7gU62tahBgfp3AqX5nK08/BKo2sr68BQVl3Q0BMR94LLYydEMAche0cpqOdmw66+MWNJFejY5TehsB5J3Rxo4FyB/tHAJWtBhR6ldaO21k9fwDYuI2BHJjidQWaxGMXYl8Jr/0fbBdmLeWuprbEEB/GIHhOuS3NxXFqVttqfXK2mKJGYcBXSbM23Cqf73U1ZyMJvFbar0yr9TVXIvHYDzXDZlhfdPjIDSmtiI4H9ZnB+qQ/994K+f9a1K2DumQn4p4ntfonDsT6ZnbgFrn3MGe5z3iRItt5HneJ2jMd17D5EvQohVWIwYgmtcOAV51zq1PcJxeMWY5cc71RrrktdVM68/GTHVdxf1vIH3wipkkByHLw6arUe6JQF/n3BZmmuyM5osXgFOcc694ntdm6c76ukScc0M9zxsHjDOfszKkQ1ZbQqu+5dclj1+865LOpW33Ocd8IB1LpL6Rlu1cuPDGdfu/e3j/Hp+eh5QRSPmWogF5OnIsfgkglkgV2LFJLcl49BjE2IxGSvwcZCpzyKz4JwRs1gHeL+jTNrXT0Oa0c/yTIETFbAR86pAzvh8vrBdij45GSuf8woFtx/bZdelOnkceGliLEcPzGgJK11p5B6OTA25GrNdDVrenLV8/2GYEKUc/XplDJrbLrD7nJuPRz9HL2IgU5GMIMN6NHOlLEZNWiyjqnsiJc6qVcSpinfZCOzV3Q35tV6PV1sEIrCxHrJBDL+MAtLKbZvlPQMyf7yj/ktVnf8Rw3W/5XIKA1yhkWvsTYoP+idi6rZPx6GwEkD+w+oxEjM3mBGdNzkaTSC97vgQ5nmbsD+unArSqxT5fjsBg2Op2udWlEY2JPyNgPBuZdBcn49FnrD07ISaxH5p8S1lLkoxHlybj0ZVS7haMtQS1rYeYsIFoXK+3JvmUuppeH547cLMPzx24Yl5vo7Hl5zkVMasT0HgtITjo/hQCfz5HcBzSYcCxtV7ZdbVe2ZW1Xtm0NSlbh3TIT0k8z/sYmfkOR2DkBOfcJ2h+2M9uewj4g3PuY3PoXx25DrjGOfcxq0fW3Ab0NPPflZb/MgOCHyNQUolA1qrkT8BuzrnxaP6bi4XP+Ya8Q865cWhxeqzneSuNfLCieJ7Xinyi/2rtlkL67B9IL35k5biTb26Hs51zvkm2DYXPWSPpOGvyaySWSG2NGIDUN9131N+SG/TtNvHv2WzkjqnzNn06GY8utud7IyX5lS3ysUTqKoJI9DcihTHZ/l+CzFNhtOslhUDSMKDNyzB9YXXRgIK+bdlOQ1qbkCLOR4p3HjLPRRC4mIVATWfEPg0ARnoeM5xjGQIJfVCU+DsQ+HkDOVcfgnwQ3kOszWzE6uyNlN5DyFTYjEBOHwRE8hALNR2Z305IxqNPxhKpCxCgeDoZjx4YS6R8h/Ui9KI1INPpBgSO8IXI3Pk5GtjO6llj9dkHmZgeRua/xxCQzSc4iucABO6uRwBzCQJBXZGSrrb6Hog2SVxFYF7dwv6moRf8BQS8bkKBXm+OJVKn2jNP2L1lBCZTHwSAgNkyq8syZNIMI7NrrfVRo7WnbxLvjPzLBqEJyd9leA2BKfWfiA18AoHHTRGgziUYD0ck49Hv3TG91NX8Dk2KHurDRWhF3IjMmbfUemXjVyOdJOrPvWq9sg/aXX8VMX+71nplH7e73gOxwPmonR9BC6ANCWKaOeCuWq/s9O9e0w7pkK8X55y3mnHE8Dzvfzznf45ijvg5nuc1G9h7CVjPgM6appUHZGyjwNbA7d/S5Pqzkg7T5NdIMh59Z3Xuu//02KdI+a34/FdMQrFEagsEXkYhkHE+ChB7SSyRuhcpjsOR4l+AFMqFBKEB2hpn5f5p8ZjCOzsva8nvNKS1jWDn3XQEFE7HDjVGbNBQRLVuh4CJ5xxDEJjpjBSXb8ffE4GDY5C/03B7bkvERDyAfNJ6I1A2Ba0m9kHmsllo5VKCwMN0BBSx5z0gG0ukSgiCunYzR35iidTFyActbs+9hpzeuxP4bfmM214IQEUQUKxHO25uQ6xUGAGzP1s7VFlZixDYySMwn4WtvAn7fghiuJ5HALCFIE5PD0tnfiyR+sDKdb+1VS8Cf6S09cNCa49m69dOVoZB9r3J8nft2msUApytCCDmWptsgYBVLwT4xiAQ22L90mD1zyIzZQNBXLUfYofgIoIwEcvAKwEi4EoQkMwvdTXH1Hpl2VWk85aeY8IK169F4/FT/0Kpq+mJJv1cu9SIFgKHEPj35Vi5ppS6mvxf+m7JWCLVp60u9Maymvxp0/7TfR8g3GXDxr5Dj1k0f0Vf11JXU4jY5TbgmFqvrOnHKPMvSXIjbt7qBGvNjbi16b/5Y0shMkvmoLns1G8DwkwGAQ8750JoDvztWirjT1o6GLE1lFgidQcy9x2ejEefWM1njiaIBN4FMT6twNnJePRRu+da5Dx8BtoN14r8tLogpfoM8ETLovAdkcKsFy7wZiNGbX8EGj5AzE9fu3d9BLY2QX5XixEDk0Pgf/Uo8oPaBFHIF9rzfgyvrSz9NmT6OxMxWzl2/15ICS6zdN5C4OIcBGp+l4xH62OJVBGK6VJt905BL+/BCICchcBOA/Iha7Xrf0UgI4VeyK6Wfx/0wu6PQOvHyA/sUsSAVSJF7kdUH0Kwk3MuYk8+Q+B1M2Ti6mlptSFgtQD5XN2OGKexaMfk7Vb/WxA7mLK2fNHq4AjODfUZmQwBIHga+X8ttOeftzbbBJgN2c3AhcHNsfrmIdZya8T8nIrYy+VoAeAzeM3IB86z+nnAI8l41A9H8r1JqavZBDF1ZaG8TH8vixcpzOZk25yLdE0353fNvLdsfFEaOKzWK1v4zal9s1gMvz3TTe72Ty4dcAlfDVKbJnC3CCFWsJdd/wiorPXK/vJd8v+pSMWBb+8cKci2vfLgdl/xwYslUtssGlPwxvzXO3uNM3O3x3MHDjli4dFdNmh+K5zrxZLx6JdAuNTVdCFwKdi4w1TbIR3y40gHI7bmsjtSvPsgBb06sg5SCAWozbsjhmp9BIZAtvUwUtL7InakFflIZSy/irzumWb7PgGxJ3shNm0yMuWdgJzolyCw45up+iEw4Ac7DSHG7AVk+pyFGJe9EUt2MHJq9pmudaw8jyIHzn0tjTYE9KLIfyuMFN++wFaxROo3yXj0sxOPv39gW+e863PqWs5dukGfzxBb8Q7yFxuK/LQ2QQAnjUDboYjd29zq+1vkrP8+AjLPIEZqAHLkPw/5By20Ni4jCMo6DrEqWJ2ORSbOYsSidEZxxd5G/l/NBM7xm1k5S7CdoFaeUsvrEuSzhuV1JwLrfn+3IRbwSGuj+QhM7Yx8qZzawxsJXqEOvI4Msut3WlnbkP/EJ1bePoi9vMfy3QQB7AYEpgHqLTDxUODDtX2u4jZ7vLfZvNc694HQjqj/W7pv3kDDjJzcvrvW07Y8RP2M3JzWhTmbAXt+VxBmsjmwS/O8nBfRmGlCfRQh2LW5BI35NxGovhH5qq2Oj8pPXkpdTWSj/2t6ipCXjSVSxSv067udBrVe1TysJds4I+8j4IHlE/O75HbJzMo2hyKlruasUF6mRyiHdyH8IWqTt9Dij1JXMwhoqfXKfkmMTYd0yE9aOpz111xGIRPgSSv+EEukcmKJ1OexRGqWsUC+XIFYIodAxiwEaorsudEIALUgwPYOYo32RSbBvyNzYhfkZ9QTAYIhBIeBf4J233VBCuh9tGmgBTEvGQTCHrQ0mhEYGo1MPschEDQamX++QIAuhJiXi4D3k/HohciM+S4y/91AEBrAN4Xl2N9g4K1YIvWngvl1y/MWNbR2Gz9nJgJX2ybj0bkIXEyzOoLMSqci5fAsAnl3EoQZ2CnT7D5tXRZySPmfgpgq3zfrTIKYXj4rFUZg5FrkD/cvxPbVI+brOmQKvSkZj/7d6lSFwPK6yPE1hQDOXchU+Lg9+zACY5sDDeDNz43ULQdvEmKwFlpbvW9l8ZmxOmRW84FwKbjcnFDdBPCa25X9cwSyn7F2e8byfxuBr1Zk5n4JMYTTAJoWhJZ+dlOvTeqn5vr+iGvkNL8qiSVSZd1GNTzYfYuGG6xuk4HaJeMLn83pnPl0zsudGpd+ntdaPLwpm9cjvZyVRLGPJVI52+/7bn6pq3HtrvWMJVLrfkPW9wPHP//XHT5G7+Eo5Nu4DPXnPDTu+yNfs8Z1T1gwYbMbZiRrvbIP17Sepa7GWcT/n4zUemXp1qXhF9J14WdXBNfJeDSb1y1zS/+9lk0glH0CGLz4g8LW2c+VHFxfm3sdEM/vlT4nr3v6FvCeBPYilP1T9y3rPtnjjNePAe9N4IVSVzO0fb90SId0yPcnHabJtSixRKozMn3lAJsk49HP2v0WQabHRqQ8ahD48JASccg36VbElPVArMopSFmfRXDGZBfkqL0cxbB6Fymj8+x/D8TWnYR8uhwCNL5fWB4CYi2IQemMFP4zaGW8hZUVdLB3BXKkr0HKf33ksN4YS6TOQICxHgGiegTi3kSgqBApx51yljc3thXn74tAxBcEB3UfRRA08GErv28edIj1Ow5jpGY9V7xh46xcSg9fPC5SlB1oaTQQHO7tEGtUSBAQtdbuqUUMWheCMBAvoV2HDyfj0VOsv86wtj0fKfU59vzJCFi/iUDk8wjExYByyJ6Zy9KWzKLMHZnuPQ+zdj8TMXwnI5D5htVvBAobch9i70BAqgsCapMQsN2KIH7ZMmSOOwONlf3QeOqBWNN9gdiST3Nfqr2/Z9feO9Rd3X/P5f2AJ5Px6Lf12/gfiSVSXdvqQ+fNf7PTxLkvlfwLtXm3Wq9sQamr+Quwbvfy+j8NOWRJF+CjZDy6oP3zpaEJG+f1bXmjdWGkMBThzskNI0+zdG9A4+uwFX2avk5KXU03xIgtIGBVI2gsP7Pp9TN2do4S4MD2prnVTPss5Cd5Uq1XVr8mz/7QEkuk8tLNnDXnpc5HNc7J7V3/RV4j6XA/wpk7XJijvLZQBs/d0nf3peVe2nWa+3LJ9kA4r2erN2T0Yrf44/zWBW8Uz8UL1aGFzZEEZ94+YLtjO6RDOmQtSwcQW8sSS6QGIfDzweqYguz+y5Dp6Vyk+LckOG6oAIGm+xDz1RkBi3r7zREcMdMDMWldECjJIpCSRv5m3RCL1hsp/Bbk9H0QQTwy3/G5xK4dgxgjP0jp53bfjYgl+i8ytY1DOw9nIkWaRUzbAGQ6/TMy696MFOY/EMsGAjEPIPCxmdVxMHI+93cyHm2/r79sYt5WzXNz2kpGNJfm90qfisISNPDVY4Net3T9cBVLkZKejHzJDrLfm5D/1eloV14rMsuWo6j9/oaGBVaH0wjCMjxm9d0hGY9OlxkwM6NuSn5hKAI5JRlyS7KLCPzetrZ2vQX5cR2GnNz7WZm7WBvn2P80YuXmIzPqpYj1XGDlvQwBuN2sf0YgwHoNkPGyHOFCZJLx6OP8gFLqaoqB/Fqv7MtwE7FEajPUN88n49Fsaeizu3O7ZI5rXRKBsJcmEyoATuixVb03OLZkKfJvWyuTUyyR2hUoTMajT36LuhyHxWir9cqaSl1NHtC11iubuzbKtjYklkiNQGxvKN3oog3Tc3Mn/6OHB24euH8VDWq5sWF63v0Ep4EMQP6HFl/K84qGtLimOTletiXUDG4yGq/Pond6OrBbrVc2+wev3M9Mwjl5c7Pp1lU664ciufMybS19VnVfh/w6pAOI/Yhi/jvTEdAakIxHW+z6IcgUtw5ivaoQCNuEYGdaXwKw5RATFyFQ5LnIcb0E+RN1RyzK4Vg4DMQeVSNQNByBioMQCBqMwEKj5fE3xJL1QADhUOTftDsy972FGKLJlt49yDTXAvw7GY9OMMbwULQbsBmZ2JYgxudYBFjWQ6bEsKX9RytjOQKeQxGT9azldRsCmMUEbFxXxBy9i0JA3Edw3NF8ZKrrYfXpb/X+F9qsEAbKk/HomFgidRgy5S5BoOlCxA5egQDUHy2fycCRyXh0cSyRWtQ0N9ytbXm4qdM6rdlQhBACe3VWxmkIzP3L+iTf/uoIHPiXIIDs92U92sF5EgJrf0Tnn04HiCVSVyDA/XsEjndo90wEOHRt+4eticQSqXyCHZ+7J+PRsbse/8b+4U6Zh+a80Dk3m3ZtjdPzp3np0GTg/Vqv7P9+rLKCzJHonfKB+TzUzxnUd3sDv631ylYaV+2HllgitTFiyCOZNtoa50QKPv9Ln2Jw3YpHNM7NKc5Elk8omNi2PLI1wTu9FI19P9RKvV2PEPjcZRFYc+g97vFTZwV/bHHOeQfd8OIq73v03N2+VfgK55zv7xpB7P5RnuctXc1nh2CHZa9pvh3y/UqHj9iPK/7RQuOxOFGxRCoPAYnH0A6755DyfRWZw6YhYJVLwJhkEcjIRcqiGU242yKWxDfXXYfMgLujY4VSCKiNsetnExwnk0UmzCK7Zy5ipz5HbNNlCNDcZOmcAdyZjEdvtTJMs3JsDaxrpw18Zvmcb3mMQgzdA5bH6/b7YVbu8ch096rlU22mwxvt2UOROXewlTeNQNm61oZLEJtVjFintKXjB1TtTWDSegrtOl0C3B5LpMJI+dZZPXa0st2NFPRoZC4+y549OZZIbQX8vqBP5pni4a0jQxH+bW3YxfrzX4jBuhL5AU63Nl9MEOIiixT/SQhID7I2uAaB0F7WD38ygEMyHr00GY+e8+G5A3MaZuZcbG3eHfklnvljgjArXzNq29sQaCWcl61rnJaX6bF1w7Qhhy3J6bRO81BU7qNKXc2aRgJf23IpYpCfBt4KFWRqwkXpulB+5kMEwF9HffaTkGQ8+gmw9cLqwkuzzW79/O7pvqVHLeyc170tt3l+pLR5fqRvptUNI9g8ko/GVSNaJPgBjn0fzxIE7AuUg+ehdydhJxx0yI8nTZ7nbWJgajFBMOgO+RlLx67JH1GS8WgTwXEQvpyFGJcJKBDmBOTvtQ4yR/VGYGgIAke+I34GTZb5BCvYHAQkIgiwLUFmwxsQKBiIzC53IXPFJAR6PMRS5dtzZ6PwGJWIOWuy+1sQi3UV8ls6IZZIrY/AwpNIaT2HGKcNEFjMQ6zUdCvPJMRuvWB5+dH0N7b8pxGEofCp/Dvs9ysRsNrN6uUQq1SDgptejUDWDLSyvxIpWT+WGWgyiyLA9gYCiVshcHmd1fsLBAzvJWAjP0ds5XgECNe39nwxGY/uE0uk/oIApc82HInYhxxkRl1i5Zhi7THQ8l2AlKAfnPcz69dOaJOGh4DdkcCLsUTqZeQb9gEMPLTm5j7rAUdavK6fzM63ZDz6QPvvnddtbc7pkm3MKUm3OWjwIpk2BJ7zUV+MXZv5l7qazZDJ+fbVCNPQQPDelITyss5rdYRysiOzzeEda72y363i+e8ssURqUMvS0ME5RdmpoRweX5VvWzIebSvrNW5cXu+2tpzCdFHxsJacJf1bvaVji0Kti2hBc8m56B3Jtf8NaAEwHI3pBjS2fKYmUtC3lf57Lsss/bTg+oXvdfodMKTU1fy91ivL0CE/tryDHbXmnNsEzYuFaL463s533AwtHkEhdrD7N0BzYC4iZA7yPG/SD1f0DmkvHYzYWpBYIpUXS6TuiiVSqzxAOJZI3RZLpBbHEqn3Y4nU4Pa7K2OJVCF6WT5AL8mmwIYW9HQHpPjrkEKvR8o8jCbZ/yI2qMju+xTt7PNZrT5eliRiWsoQIOmOlM32CAh5yG/qYLQT7jkEVB5GgMk3Ga6LJuz3kSnxMATK/o4U6GQErq5AK+0xiE7/K3BwMh6dl4xHT7I0K1AE/geBacl4dBCaOHIRgHoKKYhZliZowklZG01BJsgay+Njaz+Q+XUJArE+kClG4Ghnq8s7Vu6PrHw3IOW0CAFCEHjaELFiu6PJbx9kit3O2v1uxLpdbH06yOrQioLz/huBNt8Uuz0yDR1pzxUQmCL7I7BbhHZjFhMwoBkrm0P+dk9YGnsAn+Z0aft84z/NHMxPXJLx6Fv5PdJbuhBHLh5TsKDzwPT0SEnbFJebeQ/t2ttkLWfp+1zeZX5e3yQ3EpxHSnpphGzGLUjXR1LA+qWu5vRSV1Owlsv3FWmaFznNOW5omhd5eOJtPf9nhzZAqas5rdTVHOJ/b1mQM3/ynb3CE2/vnTPr2ZKWpZ8WzEDvzWOIHffBkw+0eiATZRt6z/2Ya6C5oNXzINPmwo2zck9Fi8AtCMKjdMiPJBbNfhe04AUtrM/3PG8jNA/65v170AHWG6+QxMnALRa1fnMsfEmH/DjSwYitXVkdE1AZWvlvivyuInYEUBY5g9+QjEe3BYglUk8BnWOJVC5SIq2oz9ZDk+p79vlu9FL6OwUnEhwaDpBON9My5V/dL8jv1fbpoP2Xz0aKfzYBo7YFUvizEJAbiABGE1+aKBiIQNEjCHwV2ecmBOT+jM6kHILAwvVWvqUEJraZyLQDmgz2BKbGEqlZyCRYg/xdrkcM2ANWzhAWIT4Zj/4T+GcskdoXKc0FVvcRiOH7iCBkw94IcIHMp4sRgDna2vx9e64eAb35iOH7DAHOfGQSLEBKKmxliVj7DCQIudHN+mgn5Fv2AmK93kZA4BS0Wn0fAa609dsnlm8vK7MftsI3pz5i18dYf+2BxlohMi+dAcys9cqWW8T/Y2OJ1IhkPLoslkj1BJrbH9b9U5FkPDplvW7jZ7XVu/5exg0uO3vOvHR9ZMva+7tPyjRF1kbMsfZSi8Z3TwQ8KHU1fYGMv6nAfMP2QGzt39C7cCK4PK8l3BW9T0MQqClC4/17kaXj859snJ1zXqYxFKqfkncTWnx8KRaM9Ub07j1sl9uyraFnsq2hTgvfzSmxuk5Ci7ct0VjKEmzIyUHjcj56LwsJwFgVMLR5bm6v2vt7+CFXZiLme9b3U+sOWQ0pcM6NQYu1CUDKOVcCdPE87//bO+9wuarybd9rzpze0nuACQkMEHoSelEYugo4gGDBQhGR5iAoqIii6A8GpCkogvQ2oiDSht4CBEKHAUImpPfk9Dqzvj+etdnHfAmknxDWfV3nOufM7Nl77TJ7Pft53/Wu4L56E3CPMaaPe/0Z9/ot6H4LegA93xgzArjXu2G9ixdiawGXZL/cp9blcBxycIYjV+QeJFRAYbhFPZb9IXJffud+L0Chw0NRB7wP6hBuRTfdAhJK49DNthndhJ96+6Jhl9gij/ffubUMiYs+SLRYt+xAdGN+zr0X3JjfRgJjIBIBTyN3qBKJmoFIaPwSCZqzkbN0RSaVeCWZzn4JCYoR6Al8EICb6uh8t/3Z7vcgNFhgf3STOQp4J5NKpN1nBiTT2ZuAf7t6X4+54zCS8Em+hvDp/2UUdmx1yx7l9uWXSPx0IWF1MPBcJpX4STKdTaMn/12QINoUCbs616YWt/4Wdw6Tbp1HuON2NOoYa1HH/Vs00OAyJBavRh3fle4YViMX71q372+hkar9UMj4eDQS8i3CkZoHunZX48oLZFKJxmQ6OwSF9bqBJneMX0EhygnJdHYk0LCyZSHWB51LokUixS6KpmzpO5XRYfu3zN3ht3MOWdEE46uKK1C6O7pOA1f0e87R+hGwJGZyX8rbeCc65j9D1+M9hINjLLqGupGQ3gaJ7bUqxFy9sm8CX4a+l1JSnEzB7ADmueUs3oCc3E9Gb+ZtvAs9IBEzuXHoOtwPXa+B2wr6bgQPJ9Vuv/ZB34fggacUfQ+CosZlwCt5Gw9En6d3aLPW7mCMqUIPeqci4bVKWGtvN8YEBbwfNMacbK19Yi231bOSeCG2nsmkEnOT6eyWhJ3tJZlUIggZnLLM4s+jzjeHOvQIulG3I4FUi9yawehJF/faVHQDnYJCZ/vscNHs+d0t5sclVXYkEhm7oKlx7kRC71UU7mtw63wcdWDPo3DasShcE4TXBqGb/DS3/Ufc+3ejfKmjk+lsP5QwXoZqXh0KvJZMZ/dC9a/A1U/LpBLPJ9PZ81BoNhCfe1rLz3c/4KUnXnh0l7fQTecQ4OBkOvuvTCqxMJnOTkadyETXjtGEHeZb7rgFMw80IkHV3x3X6127BgBvJNPZPihHLEYodvZ1y9agAQLz3HpmIwF9F3IBl6Ib4jPIqRyC8tVeIgxB1iMn9FIk6ua59myBpk76GIWDX3ef2cKtox3lr+2LxPmV6DoYSFgE+F10fdS7Y7otum7eAaa7fbsWCdCgbMiGwFiKkSnAgLmP9Ht//lN9kh+1b71kbazYOVyT0Pm9Az0wPImONehhYyDwcczk2glHw+7lPgO6R85C53scn8yCwE0xk4sD76/F+lojkbtZBwyiEJmFroMzl13QbfPHy1tJzORK0bXa5tobzLsJEpUt7ncww0Y9oZtv3Wvj3P/B6OpaYNuYyW3qp0Lqfay1rcaY01FKyp+BJcaYvay1z6JBRU9ba5caY5YaY/a01j6H7hkAGGNGAVOttVcaYzZB91wvxHoJL8R6Aeeg/fXTlnH1xe5GIuaiTCpxcjKd3QwJq1bkvgTTCQV5Q48jF+YK9MS+NzrHBvhRtNqeiEREjXttfyRKzkciaVtU0uExdBPfFwmiD1FoZwF6Or4BhUorkOv2N+QgtHcsKXmxrE/hEWOoRsJyMXKADgA6M6nE5GQ6ewoqYVFEnVzQSexOGKKLAV3FbmoXvVp1Rczkvr/zpRznliv2+MwtqNP4yO2PRWLqSreN7ZD4OYxwOpwywhBsf9QBT0Lh0O+jAqy7o/y0p5EwneqW7e/WUY9E67YoXLWZO65XobDnucgJO8Htyx9R2PKbhA5LUNpiiDuXs5G43QGJhjHIPR3gfvdBoe0/IoftMHccPkims1chZ+3PbpkGJHa/4dyyfm5/ypLpbP9MKtHTee1N3h5+2NIPopXFobMerL/1w+Zt1ooI68FidNwOdL9HEM5usBSdvxL0fbgUOZpPImG7KRJCs5EgaUWCpOje+wG6xtdWWOdjNFhnHrre3gCG5G38nVVczwz0UNKAxPg96GFhC+Ry16B9Meg4dBFO6VVJOJJyBjo+de794ej7tvfq7qBn7WGtfc0Y8yZ6SD4euNY5ZVORi477fYMxxtIjWR9d5982xnQhV/X366/lnmXxdcTWgGQ6a1DORCBOTkclFtaogKYTXNehsFonsFcmlZjk3rsRhTdbUK5Z0S3zARIxOZSgeSPKddkJCY45qBMJhItFoTDQjbcTOTonoxtvBHVUEfQF3gXd3EH1qsahm/s/kBO2Xcus6JSFL9Qc0Ge7lifqt+z6Brp57+DacS0KASZRCDMYyXNiJpW4wYUwd3Lt2s+1dX7T1LIPFr5c3XfQbi1/q960cz9UyyuNwoXBAIIbUMjvHNTZXoFCxS8ip+xX7vVFKLm1DblOJ6N8sSfQwIbhyHXrg5yJNtSZ1SBBFgi6CiRwrTu29YQOZC1y2nZBbuJ4JFZxxzuoC3YWEn0zUWe3pVvXEteO/7jlFyCH5ueEteFeR2U7TnbtuBCFRouos/2ba79BQmEacv5eRE/LVcB+mVTifTYAjrw4+7Pu9sj+bbPLktm/7bV0ba47ZnIRJJL/icK4neh6BZ3fxUhcl6Pv1Nl5G78uZnIno1G21ei79DYKSf4IHdeJKCXgxryNt61hG3dHIcWLcKNm8zbe5Npu0Pe8CmjM2/jSlVhfK7pG80gwTkMPW38mLAIdjJbrQh33TBTC7HJt2NQt9xJ6uJtPWKj5NODveRsP0gE8jnVdR8yzceIdsTWjH6qnVYYmfi5HT7GrLcSS6ezxqGzCC0hUtQL3JNPZCzKpxE1ISGyBQk7HIZGzGCXD/xsJrfORK9IPjWIsQ07AMCSM+qAb643oyT+OOqEjCEfnlRE+Ce+PXIFGFMpJo5DmDOT2DAHOi1YWjxnx1aUjbJH9XPvmu+X/5NrYgUTIv5GgiRKO+jkSCZIa18YI0Fk7qvOc2lGd+wN9MqnEsS6Ha2vk2s1CQucfyBU8EQnjBOowYihEMxAJm32Q4PkaCgFuDrznHKNX3bF8mnAqqXGoc9rfHYsdXfvaCaelmoWEZdTtX7vb91sJk6ivRNfJXHSN1LpzV4tcx/7umM9Ejtpb7rzNQ3lu0935xe3r0+6Yf+z2p92t75vI2fy9a+8UFNocjs59KxLTdchVO5wNgEgZfywrK6bvv3CvrrW97ryNF2MmNwOFhl9AgibIeypFzuJQdD2OBk53yzegaza4HociQZwjYmPR6mJFd1PJeODLMZN7Gbgib+Mdq9nMO9D5PdBtd2zM5Oajc7YIfY8jKD/wmBWtJGZyo9ADyOHoOmtFblgUXUdTkRgNirW2oe/5GBQWbULuazVhLcI6dG8bSVi65hi3vYl5G1+rZUY+70SiZfP+efYBg1dmufXRHs/nAy/EVpNkOrsNumk+hm6gwUikX63hquegDvavSPzchzrSLyXT2deAx3s4bie5thyJLOg3UIgug4RXIKg+RDfV4ejptohChR8hAZZFrsoIJJJeIJzb8j7U2W+NhEYbulmPR+InCAfeU96vWI7CYxnXnsdRqYYvIWGyjVt2YCaVOMqV69jChWEXuX0+y20jCKEmkWBqSqazR7j2vY9E5EgUBkwQuhpF167H0ZP9EjSA4DEkDP/rjsEeyE3bM5nO7kTYeZW547ovsvtHudfGIsfiZHecglysKBJGceSE3ZNJJeYn09nLkXD72B3DJOEcolEUMn3GHf9693skEokzUR7T9Ui4HuvaPw51gqPc+Ryoy4ARmVSiO5nOPoScn334ZPoaJiLhsRB1qLXuHPyb5ZBMZw9FsxyclEkl/r8woTtnHyFBc0AmlXhpeetZFVzB2bUuwnpwInJLa5DYCErGlCBBGkXflWBE8m3IeZzj/r4HheP2Al7oP64l1m/H1q0+uqn/oGJ7SQ06L/1iJnf1albbvwJdoyOQKDJIMEeQgxc4XDHnkllQnljM5AJntg4NvkmgB5qzkXuXAy7I23g+ZnJJ9L3Zzu1rgXCwToc7NsFDwSnumI0hHGgSlK/ZDD3w3Mxarvf2ecdPW+RZHbwQWw3c1ESPIaE0grCi/VVIAKw2mVTiUXrE8p1I2AOFGe5HIulby3zmXvS0TDKdTaBOvB7dSLdGIqAGdZ4TUOeyCXLGfopE01IkBv7i9mNz5OKciHK2Csip2RHl0PRDLkEdEnoWiYxzUfhrNBItQa2bI1HnvwdwbDKdTaKn85NRxzMBCbj9CZPdK5DgK0eu04/d9u5xP3e65b+BhNLF7pBMQh37Dsix+grqfEpdW6e4fRvl2nkiCttMdBOZz3VtaEODA6ajTvEk1Fk96Y7vloRzfL6Dcoaqk+lsJUriPwqJqkZ0XZS5n3LU0V+NCtIudPtajQTgLm7945GLththgv5ebn0Vbl+DXCfc5x937U0RCssy915pj8+sqMO4Djkx77H8h4ph6HowSICssRBbD7yNzlsBjSIdg67dCGEtxeBeWIK+K1sjQTvFCZ4d3XvfW/RKlSmtKXRgTV/CieZ/gh50vr0a7bsChZPvQt+Juei7+1RQODVmcgegcx5B1+qMmMll0fkaQTgVUZtrZxxdF6m8jU8EyNv4xzGT+za6buvRNfUqEnBV6H5A5YiOh0Z+ZelmH/51UMwWTNStL3DlnBCzXbVbtNUk09kxwJTenr3B4/k8E/nsRTzLoQG5SPfhaluhG9T3WfkyFitFJpVYnEkl/oPcnSGoEOmnMROFGyci8XOs+/sddKOuQJ39IHT+A4egFXXQ3yF8Kj/LvdbtfgdJvkHIr8Kttx+he7YJepp/E3VuJ6POJSjKuh16oh6PRgL+E4VTJ6JcmKOQ2HwJhVMa3TYfRs7TD1AH8gDhROT9UWjuXSS0nkGDGt5169odTYr8XTTq8HIkGAcSdnzfBf6aTGejSJiehcKAW6GOrsa1e4zbx6dRqYPz0PWwlDBXb2/UqV2IxGW5a8cJhHWYdiacvqrbtSWKznMfJPL/5o6RQddVIpNKPIZEwuNIbBaA45Pp7DGoDtoF7vM3u2PXga7NYNBG8LMFy+dc9CBw2fLezKQSU5ADfDQSBBs8eRt/BuXb3YTO3RB03Vj0PZ7O/zpyljB5fwc3CvF76LseoRgxc5+oby52REDnPciVChxKYibXP2Zy57mRlSskZnJbuPUuRsd+RN7Gd87b+OM9q9fnbfzRvI3fTzjQox2Jrnr0vSlF57kWXdNpJA7/HjO5+2Imt6tbz6y8jT+BHooS7jNVhHlz7cMSDYttwfw4Ul4M6gdG0Hf9bvTgYYCyiqFdZ3e3M3nmf+uuiZncpp+2nx6PZ8V4R2w1cNONfAcgmc6+jG5q5ajTe2pV15dMZ+vQ6MR7MqnEM8u8F0Pu1JtIWLzd472xSNDc4qrvg8IS26OiqJugG3cpEjLbIbGwKbrxt6Hk3X8h1+p6JBYMCuMNcPvVhsTOTu6991EH1EZYn6mIOuj93bZuRWG0OBIOwcTfDyFXJxCBP3bH7QQk5DZDnckgJJAuQ2HUr6Mk9aluvc2ElcJzSLS9Tyhy+rp9CtZzLQo14rZp3DoqkIDZjXBi52BEYYU7DgblawWj60agUOaDSIy9gcTnULcPk1wbxyPh939IKM5HQq4Rnctg0ESFO35LkcOxC3BbJpX4ZzKdHe/atjXwt2Q6+wgSBa+5c/Nv5FQegBwZkGh7AIm44BwG7k/Qkc9IprN9MqnEUnrgZji4jU/BicHPFXkb/wA4MWZyP0ditR0d7y2QMAtCfEG4+U10Hu5FgnM/wor0gfsLYSmIuSg3M2Akemj6AF2fK+KMHtsufFYpDCfOzgz+j5lcE7p2SpZZdDPX3rh7f8eYyb2St/HumMkdg+4Tl6LvSfA9KgJP1cQ6z3wnPfjrhdZIUKpjNnJtX0HuOmBt66xS0zY/Wrrkzard0Pf+75/Wdo/Hs3y8I7aGZFKJh5EYOQDYMpNKvL4qn0+ms0ejzvRUIOuq6PfkVpTM28dt48RkOludTGeHoTDiDah8QRCqGoiEzEgkyGrRjbYMiZHX0I2/Cj1NB7WtdkahkdluPUFHU+qWn4dEXCcK6TWhzuenSByVIDFUhfJJDnbrfRt1ZHcl09kX3HsXuH3udO15DDl5s1z770YjvYaiEM04JPqGoRyqAgpNXoJE1YdIqF3tjlcJymP6Jsrruhd1SscicbIYiaF5bpntkIiZ6UIsN6EOtMxt5yoUpvoIiZp/ofDwRagDvQb4TiaVuMN9vq9r2zHAV1EH9iISOEuQAznWred95F4EpQN+4Y73qGQ6OwK5FkFdq8Fuu7sjYRB3x+pFwqmb8u6cfQWJvpmEIqyIxOB77jj/w4VRv0iMROe1Cl1PMcIBKoGoCkq7VKIHkNPRtdrkfgc5bUHC+63owWxBj+28gQTzvz+jPb9D7uq5eRt/d1V2JGZyA9w+BAI7cK57irkG9HB4FvBwzOSOI8zF7I8c6zfQAI8rgYo3fjWitruh9IGyvoVC5SbtTWAHo4eWU3DzuUYqiu+2Ti8vFtsiTQPGt/6ecGDKF5pSE51rjLGf9VNqonM/e22eLwq+fEUv4mo7fYBCexbd2DfJpBJzeixzKnJDzghcr2Q6+2vktsxDIbXFSAT9BoVZvoIExGHoKb0edeTNKFR2KLoJdyE3ZioSGf1R516OxEAnuvGWElbdLhDWH5qLOvSZbv0vIVfsVffal5C7dBkSDl9DTtAmyHH4LXIjHkW5WKe7Nm7m1hckEi92+/EtJEoMctEWoc7zBbf8/oSjF0HOTxNysFpd2z92v7dDIvEylC92hfvMq0jA/AyFTX/ulu+PhNAlwJ2ZVOJudy62Q2HVjzKpxHbJdLYUCchnXNsvQOHUomv35iicuzU69zEkEIPBA2Pcske7fQnyuoK6aS8gQT7Y7fNbqBPdB4mCp5DLshiFPsej8x8jDE92o0ELT6MZEIJ1b/TETG4nJMw3IXS4IPz+WcJIQTv6DsxB34nTUMj7FMK8voHoHBWBu/M2fuy63wvhQqa3oocQw/8Wbm1H3+tn0T4d4dp5r1s+gq6Df6Hv4EWED2jzTVnxtmEHLh1VaI+Yudl6C+aa0n5ddd0Nke9ZzG31W7ft2Ta7dMjIry39fp+tO+7r4ch/oTHG2Es49TOX+ynXrHL5CmPMk8AfrLWP9HjtTGBLa+2yxcDXGsaYfwAPWGsz62obn7H97wLjrLXLLWDsljkc+MBa+677/yngbGvtKyu5jc3QPo41xowDvmOtPX0Nm77S+NBkL5FMZwejTrQF3TDPBxb3FGEAmVTimuV8fBrKXfoDcsoeQsnuDZlUYjYKb5FMZ4Pw39/RCKphSBBF0ZOyRaIlinKOTkXiIbhBBIUvIezE5yAn7mQkzsqReAr2px11ciPdvg0knFIpqH3WiFy1B5BgiCDRg1vXLW7bs5Co6YPEx26uPc1uu6Xus4ejJ/yTkMNW7/brFuQ+vYLcwa+5db2NRMvHSLyNQOJ0F7fsT93+7IOEzbxMKtHsztluSJgFDsASFIq93v3/K9RZfxsJtHNQKLjSbe9RFC6tJBx5+oRrz37uGI1HQnVHd8znItE5CAnBX7rtvUc4qOA2d5xPQKHi69F538+1eQgSo4NQBzwpk0pczheMvI1PjpncvuiBZCd0Lf0DPdDULLN4hfuZXFpXeOKDhm0ecKUtjkPXTAc6lsGDyvWsR/I23hUzuedRCLSacOJ4i66XJ5HTfTl6KBoKJKs3aW+o36a9ct6TdcVCe6TFre5KdJ3uaEqLp0Qri2NbppctKrSUvF0+oLu5q6nk7gHjWlKLXq0qsQVTM/r4xUcB0UwqMXl97vMXnDvQwKRHerz2DXSP2WAwxkSttetbmB+O+pNVcpWXhxNvKyXg1hZeiPUef8dNr5JJJSas4mcPRwn3D6COfKqbexEAN6dgUB5hCeqcg2KgD6Ab9xwkNIJQzCHIFfspcoHGuteD3JNm93sIEmHBqLv33L5c6l47BYmXMSg3xiCRWYU6iTokLBajjmE+Cg/mUKcRQ67azW7fcqhe2X1ILLWgHJmDUFJ8E0qKH47cgXdQBxlHYdYG1GlWopDjaUjUgUaPTUK5Z5XoRjcROXX/duv5OdCYTGdPdtu+CTdpuXMmf+mOYczlb81AodQbCackCkpoPIuctQfdsZiJHIkz3bYucOehDblc1u3Hd5FQrXT7WI463gUoxylwbn6HHJFmdL6HIXfsYRRevQiJsplo5OgXggNOeSYdrSjuUuw2Bz181T7NeRufFjO58eg8vZe38WZXt+sCwnwt3O+FVSM7Nh/y5cadDkk9NTFv933MjaAch6730ejB4qZg8vD1zFXoetoKueCl6DpdgETkDuia70Si8f2Be7a8W71J516RUnvys/ft9oxz1n6NHkTabIHHit38tKux5PX4qQvvRwNoWqbc0P8siqapa2n0b5lUwpetWP9kgIuMMWXW2k7n4gwDnjXG/AU9wFUCGWvtBQDGmD+g9Ihu4FFr7dnGmMEoTWWUW+8p6F75gLV2rPvc2UCNtfbXPRtgjPkVirhUInf+ZGutdQ7U6+gh9A6UbhF8phpdp2PR9flra+19zun6KuobNgf+Za09x33me+jeuxSFzjvc65uhdJwB6Br/Hrq/fxXYxxjzC8JC5UcZY/6MHr5/YK191hhTggyMfdF99Bpr7XXL7OO+yE07zBjza6DZWnupe+9tFGkC3VdfRKkik9A9/0L0sPtNa+3LrCReiPUe7yAx8d9PW8jlCd0G3JxJJYJk2N8hwXC3+7k+mc7+C/hDJpX4PQpDfBeJmklIgNW7z3wb3aBnIpGzBHXehwGvZFKJe1zJjLFuWx3ISelAjteebvn/oITfIhJUTSikeKb7vxuJvclo9GYFcg06kUA8C7k7tYQ5W79z/3cgAfch6lzeQKUpAhfsdCSwXnPb3Bm5XYPcOvZ3r6cIQ3tz0c0hGDUYQSHhg1w7X0Di71tICC5EX/aJqBbaD4FZmVQiKKwKcv6CPMsd0U3hb269i1DHVoducje6Y/Kc248q1GH+zrVhCLo5WHcs90A3y+1RHtmT6EY7CInfaW6fm10bznTHrR7liW3r9n0U6kg3yaQSnW49n5BMZ2vdcX4vk0p8iY2MmMmNHvyl8iOrN+2saHyvshb3QOGS4if1WPRPKOy9F3qq3gp9P/7YOqv0jun39jXR6uJFsctyZ6OcxkfyNv6I20ZQk2u94/ZjCjDFOX3nou9uX8L6YztFSouvbXr0kh/Oe7r2ldkP1o+pHNaVff2dHZ9x6+iix0CDmMlNLLREDm7JR99F19A7wIevv7NTAT2EeXoBa+1iY8zLKP/2PuSG3e2E0Pnu/RLgcWPMdiiicAQQd8v0cau6Es1FeYRbvgZdLyvD1dba3wAYY25B/cZ/3Htl1tpxy/nM+cAT1trvuza8bIwJBvzsgO6dHcD7xpir0H3yQnRfb0D3rNfc8lcBN1lrbzLGfB+40lp7uDHmfnqET40xAFFr7QRjzCHoIWt/lCbSYK0db4wpB543xjzK/+ZVriyj0b31++hechzqH7+KRtMfvrIr8sn6vcfPkJtxxmcstynqFPYMXsikEpMyqcQf3ZyVh6IOuZpw1NztqLOocds4P5NK7I0s7cHIidvZ/Q6ebIrAEDcI4GAkmBqQkJrpluuHREFf1KG9gYTTj9ENexxyt2pRJzABuW5voS9aILg2QeGgQajjm+bWt3+0pO1P2416aBhyms5GQvURJEwKrp3VyPHbDT1M9EFh1Wfd/+PRF2sw4SToIDdqpmvbNOQkdSMH7FAkEN9FQiZY7nL0hSoAS9zk2STT2c3dvrUSJm0/lUklbCaV+ANyHk9x66ly269AwmqhOx4tSKBthsTXC+gpcDvklP0CeDSTSnyMxOw0t19boXzAjDvuc10b3kKi8lzXnh0JK8RHXbsHJNPZge7vX6MnusHAPsl0NnhCXm/ETK4yZnInLK/Mw6jyd7ffdvTrp7qSIqvL0HlP1uen/mPgKZNeHDdnRQvlbbwZPekfhULF76CO7h6KkZe6m6Iz2+eWTUAi/WLgkZjJbRszubHI1Z20glWvN/I2/iJ6YMij7/8T6HtV2Xen1j2rN+34x1ZnzhvTuTR6U8O7ldfETG6TFaynkLfxZ/I2vjCTSszJpBJPZFKJXhGanv+PIDyJ+32H+/toY8xkJFi2QTmoDege93djzJHoXgWKiPwFwFpbsNY2rML2v2SMeckY85ZbzzY93rtrBZ85APiZMeZ1FC2pIJwp5HFrbYO1tp1wftddgKestQustZ3LrHc31L+BUk/2ZMXc636/iu6xQVu+49ryEuoTxnzKOj6NvLX2LWttEd0vHrdKun+rx/ZWCu+I9RJudN3UlVju+WQ6uyfKL1oek9ATx9u40hmZVGJhMp39E7oJ394jGXse4STcEdTx34JcmSwK9Z2HRjkmUA5NHFnAORTiHIDEwwFImDUi0RFDIuMlwtAf7nPHtM0pPb9jceTw+q06hpsI49328+jm8HMk7rYBs2f/ulnRI/f67YH3PvtL0Gi0PkgIveOWfw6JzM2RYNwXOYPj0Bfrda2Lare/U9zPZPSl+wYSaFVuvXMJS1MMdMcnqL5e4dbRTVizaSnKgbNIvL0FPJtJJT5yc2buhvL0Xked4ZZIoI4hnMez4I7vDORK/giFJfdCod6x7vgOSqazw90xuAsJrPFIgI107QxGYg5Ggw/+645VGjl0t2dSiTY3N+pMIJpMZ+vRTa+/Oy5T0fWxvhmJBivUxUzuKGBW3sZvADARe0frzLLRCydVNaLrdHV4DpVcWPJZC+ZtvBP4b8zkDHIpv5S38Q9jJvcHVPpkKDrnQYdxJ/ou9AV2jpncn4Cz8jZunahtzqQS6zVcmbfxeTGTCwYTNKKn89+2Ti8bGq0q/hUN5vkLEukz12fbPGuF+4DLjTE7AVXW2leNMTH00DreWrvEJddXWGu7jTETUJ5oEj0wr6gOZTf/a8xULLuAMaYC9Q3jrLUzXNiu53Ity34m+CjwdWvt+8usbxfCgVWge+La1CTBunuu1wCn9Rzw4Nqy2QrW8WnHpWfbiz3+L7KK++GF2OeATCrxwae8NwPZtcAnE5FPQGG037jX0ujJ4SBkn36ERMAU9OV5BwmmQ9AT/2moAxuNQjblqMP8i/v7SRRmPAQJgG8ggXAKmuh6VyQcokjE3dqxuCQ+58makabU3l2/RWcBibZ/IXEXRaLjNyMGvrP95A8P3buhZejVaADB6SgJ+iYkmKrcNpqRCCq4bQdx+zmoftj3kYCa4Pb7RhTS2wN9uT5AX8p3XHv7IVdsAhrePwWJnekozPszd6y2SKaz1a7dJwBPB1XFk+nsrm7bBoUjd0BO1zeR4FpKOEK23C03HOVzJVEY4SMk3Maj6XcmunZH0Q2hDZXp+A7qZBeiEMQdSFDv4s7TFHc+ckioj8qkEjaZzgYjYaPIPdkGeCuTSqzLKYZWyNADGj6c82hdJZhLXFtbYiZXnrfxv5TWFi8r79t9VN2YjidWd/0udLd4FT/2FBLSz8RMrg8SxsEo3rnoO/JPdO4Cd8ICR9fF2/6RTGfPRsf1WXT9Avpuzs7WXtrVUNI9aeL4c1d3nz6LvI1/1OPfp2Mmd2jbnLLiv87fXx1lihvR98HzOcNa2+xGT95A6IbVoXtTg8v/Ohh4yhhTg8Tag8aY5wkf/B9H94Y/9QhNzgMGGWP6o3vrYSgHqieBCFno1p1Ervxn8QhwmjHmNBci3dFa+9qnLP8ScIVrSyNyqd9w772AvnO3oPvqs+71JsJp3T6rLacYY56w1nYZY7ZA988VMQ3XtzjxG1uJbawyXoh9zkims78BmjKpxCU9XtseqMykEi8S5km9iEJbIEE1AqjpMTfgoy7k0xc5Pe+hTrwduWK/Rl/IE5EA2AMlJe6E8o+eRB3Sdii3qgR9WeqQM2NR7tEoYGD9Vu0Lygd0DSjvW3wOJY2Xos6twf3+BrDttLk7/xzldk1HDt2WyG6fj0TJVORIGHRj+Klrw+HohrKN298xyC3sRzg90Vvu/xoUmm1GImxP5KydiwRSl/uZhYROP8Lw32Uo2XMgEqIzk+nsBHc8dnSfn+2O6+7IrWtEnXaFa3cgwoKCmZ3oaWo+cl3Ocp+5CDlkVcjReQsJsUvQgIEzXVumu3MwxLXrUeSKPey2OdTVp9vbHZcmt9y83hz1FjO5aN2WZf8xZcUdbGfEgB1OiW2maFKJk54tGXtu+02ZVGK9jkSET8KU17g2DkbnqIjOyU+c6/R/qCMa3+Ojlc1Tyyc1fFg+uX5Mx0T+/1BNScv08iO7myLETO78vI2vcGSZc+UmAB/nbXyNak7lbbxpTT7v2eC4Az3EfgPAWvuGMeY1woFNz7vlaoH7nJNl0EwLoHSYvxpjfoAeZE+x1k40xvwGlUGaxXKKEFtrlxpj/oaiL3NZ+XD8b9ED/ZvGmCASctiKFrbWznFu20T08Pp6j7dPA240xvyUMFkf5E7/zRhzOp8UHV4u16Ow4WSjRLIFfHou1z9RKPMdJBBXaIqsCb6O2OcIV6PqY6Atk0ps3uP1m5FYOJxwIu5pmVTiQ/d+CRJhDe7/CMohGY3clfOAuzOpxEnu/V+610pQLtd8FPbbh3BezTbkFL2ERFwnyh+7BNnkE1EJhqsJK7sbJPCOQSHGIDTWgATc/Wj05a+QkCxFbtbl6AbxnPvcH5Gz14qs8ktRLlwDGtjQimz4IhId9cghehvdvDpce1qQyGlET4lfQkK0xh3PAgrZjkDhu7vcMfsncsNORU9MI9AXvMa18x13LC5Gjsgk9NCzM+EE00EoNOjkpyMhu5t7fy4SvVkUpnyMcCqmYFTSB25917j2VCFx+Yg7/vu5Ze5zx+EqFKp8Gwm5KZlUYnt6iZjJVVQM7nympKZQ1/JRuUWiG8rt/O3PnzstWlX8SSaVeCFYPpnOjgYWBNfxemzncOTI7gVcmLfx37vXB6JzdB166Oij/+07YE4DXnCJ8J8wYY9JW3UuifL6uzu+9xnbHOm2+UTexi9a2/vkWTesyzpino0X74htoLgQ41HAY5lUYjFAJpXoSqazRxLObxmMensCmNyjqGK2x/v9gK0yqcTzPdZ7JOrwg9GPU4EXkunsSBfqvAiJjXPcstVIJAVOTgMSMt9B7k0gasYj4XYHElPvIhFURE82QdX4QYQlFiwSHl1I1PwEWes7IgFThpye15HICwpQBiGiET3aWoJCkq8gMVbv2jwXuWpBsn8T6jiHIYFmkVt0MxKYx7tliijpdbBb94+Q8DwUhfWq3X7NQAVYxyBBtNDt4xgkGvuiTrzbHb9Owvy0FreeGEpgvdsdiz+j/LyjUBjpJHTeu5A7eZ37fIXb19PcMe/rXvsnci5fcZ97G40ceh0J9RK3r71JWfu80nv7jewoqd6n85z2uaU0vl9h6TRPzPxP/bNlfQqvxs7OjQY+2vnSGcNQ6Y5HWf5k5OuMvI3PipnceWiqqgExkxuYt/EFeRtfgJL2v4Ku2eOBFjAxJH5PR9fUJ7z8/PjPEmAGif0Z6AHj/U9b3rNhEaVk3k+5ZvDKLLc+2uP5fOCF2IbL6SgMlkc3ZgBc+LEnF6NY+cnIgSKZzm6KQnZXI+djYDKdPTOTSlyJHKgfIfF1o5v/0aBRimOT6ewfM6nEA0hEfTeZzl7M/85HZ5HjMhaJoKCjH4FEUylybRrRE/2PkZO1AAmxblTaIe7+DsKjESTkcihP6jbkwtWgUYIVSBAdhETJZCRaxiIh8grhiNCgZlngOkUIh/NPQ8L1BcIQ6Ry37EIksqrdPg1x7e5Adv3J7vjt4bZR7Y7T+UjcHEVYr+wXyEl8FYnVgW49TW5bla4t/ZAoDeo8jUXh1SGoY9/LrafSraPLHb/9kND7JnK5Lu2x7+Pcz8FIcE9DI2tnoAEOS1Gi9u9ZAS4P7iA0CGFdJZz/0JTa39aO6iiUD+oubamxNL5f1Yplk0WTanZHx+YXwH22wDWmhH7o+K138jb+sgtHnoucuwU93p6LzkPwPX0Qnc/VCftui8I4f8/b+G2r3WBPr9Blu4d89lIez//ihdiGy1MoL+jxz1gucIgm9njtSORWzUOCqy9hAc9FqDM5EfhpMp2djMKQ41Fu02nJdPbxTCrRBpBJJX4OkExnL0KC5TIkjBYgN206EiYxwkrjFUh8/BOFIgPBEzhg9UhwjUB5DKXuc0MJhyMPQrH+s5H7NB/lzCxw+3M0EjBvImfLunX+1x27/yOsjdOG8gKmus9vTzjNi3X/N6NQ4wGuXUHeWxBaCkpxXIsEzwXIRTuAUAyBhPMHrn2/dtsbhMKxgbM2CdUrG0FY5+x9JPIsYah2V5RnNqbHcqXu+P/OHfP9XBsPJiy++woSlREk4B5Agw2OQPl4c5H7drqbOH4AMN+V3QjYDuXqGVYuIXeVMSX2jtrRbT8qFEzJ1Jv7Dy+0lRh0jcSReN8fOZqHTD5vWEt5/8LcAeNbH4idnatwbXshb+NPrngLa51H0UPChz1fzNv4gpjJneTatBfwu7yNv7Ka25iGign3ejkMj8ezfvA5Yhshzs1IAvdlUomlyXTWBCP7eizzA+RWfQsJhe+hzv+hTCpx3TLLDkPJkFEkfI4mnOuxDQmAchS2Oxh1/pVISJYg4fVPVNflB0iQ3ITCiQOR8DjBLXelW+/lKMR5FxIki5ADFeRffQ+5dC8hh+cpt+1NkGiaihyVIhI3QS20xUi4DEGixrjfJW65BOoEH0Gi8HXXhjPccXoc5QX9ESXoX4RcpyWuPb9ESfQ1yM35ARJpi1DYteCO8z6EcxSWIQeuye1b3C3zEcp9M64d27lT0umWfwMJzAvd8cMdyzuRSFyCnL8fuO2VIzEd7HuL206BUFj/OJNKdLp8xPHAm5lUopl1hCvzUHj17JHnoaH1waikp5AIrSSckLsRuUx16Ny8i47xg3kbL9LLxEzuAteef+dt/KjPWLYaIG/jLTGT2w4J9WrgnJ0vnVGNpiv71H2KmVwFuuZfztv4p4388ng8GzBeiH0OSaazm6Aw2Q2ZVOKjz1r+M9ZVi3Kv6pED8XImlTi0x/tB2YTjUef3JeRiNSARMgCJlOtRyLMPSt4fg0KBdyH36X5UFuIAJCJORM5MBgnCP6COeBfkKo1Focd90VyaJ6BO+Wzk7OxFGJJMoI56vnvtN26fRri2dyEBMgyJmGYk6F5Azt1s95ktkPj4AHWKm6KRh7u4/bKunVsg8dPi9vk9JHwORDllNUjw/QCFiF9EgwRudW09DAnZfj1ORdF9phqJwgISeluikadB2YlOJNw63D40unO3DRLKQcmQgW4dP0GCd5h7rxnlENa5dp/o1jffncvfAldlUomlrGdiJjcBDUpoQCH13ZAwK6ARo6BzEoTApyFH9qydL53xLsCrZ48cg5t03ZWu6Ln+CnQ9Pb5sEv1aav+B6Hp+MG/jx3zGsjega/PnKFReCkzsu0PLWwN3a/ll+4LotU/fs/tPl/lMGXoIeiVv47mYyW2P0g9uDGqveTyezx++sv7nkxFIHCy3MvYqEkVlGI5CnfMnCdxOhF0PXODmsvwAhby6AOtKC0xGjsVwFIp7jDBhvg2JkGnoWrsOhU13dG2vRGG20Sg5/VgkILZE4uJbqFOd5dpmkNjZCoUg70eio8Gta1Mkkv6MwnEZwiKlmxKGR9tRGPIPrk0Xo2T3MsL6YYNQePdIJAqD5PpxyLX6AIma25Dg2hTlYTW5tu4M9M+kEt9HiduPofyzI1x7lhBOq7HErasF5XE95NqxFRJrrYRpBFPc8SggwfprJKKWIDHXjZyvqPt9NOrolxKW/XgBCcbRyOE07piUINF8czKdXdkpT9YaeRt/Gbmmw9EI4HfczwK0LzeikZ8LURjwRmBnjH2u4cPyR9DDyWkobNxnOZs4E7mFJ62jXXgM1XY7YyWWfRGds3vROb4PmNQ0peKClull1YsmVR0aM7ljYia3d8zkdnefOQud70NiJhdB94ErCCuIezyezyE+R+zzyUSUl7Q2kqgDh6XE/bzZ470i6vSD7VyLOpsBhCM3X0YFL3dBHeBOKAz2LHJ3TkCu0nzkGv0TdYTvojygoW47wVDuKpSD8zFhXazNkfirQGKnGzlzjcidexIJtzbkePRFDtBtyEnpi1yowUi0lbq23ovCX1sjJ2x7VCjwVCTstkeuDEgAdqKyEUcT5o7VorDS6e69E127DXB2Mp193bXlYyRGd0cJ/JUoXLkZEna7uM9Md/tScMeiwp2DIJ8s5o7rh+7zQe7fq0jcxpAQBAm9IhJXde5YgkTjY2gk6bFIpHUTnu9JhNOhrG+2RsehGrmnXe7/figMV42Oww+QU1iHsR2R0mLngherh6D970b7tCyPozD3U+ui4XkbL8RMrhzlTP7zMxZvR4NagpIjBwGDuptLKmb9t49FjvLNbrmumMntT3htNaFznQIey9v4Osnh83g86wcfmvwC4SYQrwzqi7nXDHJqrkVOwwQ3OfTKrK8fcm+aUEL9dJTM34SExqWoQ8kj4fNV5GKcikTUIBRia0dC7VpU8TmGOuACckIWIfegFomadpTzNZ+w7lY3EmKTUUX7euQyXInchxtRZ9eFBFkHchdeRrloQRHaFzOpxB5u/0aiUgnNKKza1/3GtfVswlGMfVCyfT/CYq05VDZiMXKfmggLyY5wx6DLvV+PSn+c6f7GLf8PFBbu49o3y+3X1u5nInI0C+4YvYsEbxSFfvv0aE8DEiP17nzMRnlmS9252899ZtPeqrQfM7krUbg3EOaBW2fRsSpD4rRAOCp2FtjHBu/TdJQt0jz/2bqfo/Dwb5EzewA6VmNR/tY6K9vhQo79gK/nbXy58zPGTG4ACgv3J9zPNnStBwSvtyBX9wQ0MKcMnbPjkCibtqYFXz0eT+/ihdhGRjKdvQ+5K+NdTbCe7y1AT+ADM6nEajkeyXT2MSSIdkPOxINunQdmUolGt8wzyPk5HwmDa1E+WQ51qtegTmik+z/IbVqKQqFnoE62Gzk+tW7ZFteMucjh+RAlsL+MRNl41AHfg5yzwciFOgO5KfuhBPgBSNBMR9MkRdFI0r6oszsXuRqHok7/PjRK8ULkzh2LRNLTSPSVI8G5wC0/FLlnf3Lt2c0tP8y1KRAS7xPmcv0Hibw/ExZ+7UJu47fceuYDqUwqcWcynT0KlZ94xB2DAUiIxQnLdzS6vxejjj0oCnsqCu0+g5y8p5HYK3dtOR2N3Fvgatd9CYV8r1/Xkz/HTG5rdJyDQRfBaNgtXdsM4ejQNvczG+w2mx27GFswHR/f3e8pt8/HovNwEHI/o8C+eRv/tOlV1rT9g4DSFSXPJ9PZ/g3vVlROuWHgc0iMB4NELDpnwZx1JUh0gYS+QQ83C9C5emZDGKDg8XjWHB+a3PjYDDkefVC+UU9eRx3/SjkCyXT2apSgv38mlVjoXg5GRJJJJTqS6exBSFg0J9PZFMrpuRCFH/+O3BpQqOsFFEIbgkKglnAKIgPU1VfN2bOtq25iZ1f1GOTelLr2HoqEwmtIoGyFOqo7kOP1eyRGZqP8sD3ccehCuV4FJPpmIEH0IRJPP0eDBRrcsuegsNJYlDv2MUr87+eO7ZsoRDQchcZ+g3KTcu6zf0Vux7so767RbScoe7DELTsQicuBSKRFUc5bMKCgiEKuf0PiaUskJrdMprNfR6NGh6Lk/7PRYIRrkJgMOuhK9/cA5Hb2RSHdNre+bVFJhreQ2AtCxJeiUaHvufkzD0SDAe5w+7MuOdT9lPR4bUvCsh5V7r1FaP8rgX5gzPRM3y7kgAWzBSxC56sL7eM8/jf0vtrETG4UGtxyFxJeCwHyNv5Z6QJ/j9YWdo9UFgYU20qCNvYctLEoUlrsW1pfKOlYGLXOGOtPWIx4GBoAclTM5C5cie15PJ4NHC/ENj52Bvr0EE6fkEklEqu4rsGoE6hGHTlImJlgaL0LYXUl09kYEjX5TCoxHng8mc4ORh38w8hVGofE1Qjkdg1DHakB2qKRtkhXoWK3vjUz2uctic9FCdvBtm8Avo2cmq+hjqkLCZm/ERZuLUUjFK1bZgYSU28iF20c0Le7lcr5L9QUB+7S3L+0lstQ51+HBhK8gsTiUUiQfEg49+QUJIKCkaYgx+4fKCw7htDVmIMcq5+h0OREJOaOQGUuupDIaUJ5dcGxqETCdTxy+0rdei52bToShW9nu/NzORKP4whFWDDKssztfzcq9REUtr0SCbu7kMB5Hjl3NYST+wa5Zr9HU2StaxEGcCLYCrAWTDeYwLJ/GImWQ9BDxl9ReNXgBj0UuyKlaDRtAe3/AiQgr0Shwo/XtHHO8doaOXYnIyHeHTO5A/M2/s5KrGJqx+LoAabEdpUO6JzYtbDs3yhEHhzrfv12binpu30b0+/tazsWlAbh2MAti6I8yChwTMzkNnNzY3o8ns8pXohtZLhpjv4/EbaquNyxK4ELM6nEJx2Yq0e2vHj2NJQ83LPY5RIkXPZGIymPRY7WGUhEjEIjwb4KVHQXyzrpYuDixpEtyAWqQi7Yu8ih6kDCrAuF8iqQmJuFruXBSGTEkavzZSR6tkbu0xIkSAZESjlkwPiWaMeSqCmt7e6PxGEdCkEORLlmY1Fh2Ovc+v+AxNVMt77r3DaLKPw1GomAYOqhBuTMlaNQWTdyp0rc+8e63xHk7pQi13A8EhEDUCdsCF2ezQhrowWlHRqR8Ghy6ytBDlyXa1Mn4cwELe7nbZTf94zbl/eRkDzP7atFomwHNzH4+hBh8EltN2NMVaHRtkYrXNu3ROejxbUvcAH7oOsEQhFqUB7e7UiIPYWut7XBfWhAyt3oOqtEx2ZlxdDvuxrNGCwHdy2O7ora34TO0QCgpHlqhTVRFnUuKalAA1oS6BoJChAHYet57nMej+dzjBdinhUxAXVg3cl0dvCK6kol09kBwBKXO3RTj9e3QaMJf+HW9SZyjg5ET/RlaPTeUXwyYrNkQHexcinq2EaiDrUFuXAlhAn7FSg0uB3qfA9HAwIuQzlcS5DAGIvyonZGgqUZOV0vRUqZH621B5XWdpcggfdX5BgFNccede0bhMTixajTHYmSpbsIp7aJIoHUgdy0PZCwayAUSw8g4dXqtjMJJWCPRDl0VciVA4VvK5Dj1uz25TYUQq1BYjSHhGOpe+17hBOIf+hea3bt2dZ9Zqw7fu1unQ+44zXYrWcgYUjQutcvSKazjwLX9ZjLdF3yAyBLWYFohW3taqUGHeunkZANSu5Y195mdKwCZ8wSJvF/C52T24O6YdtvNflcWzA/qB7ZdcTExyesjIO1LA+g43Jcj7Y0rqzblkklFsbOzrWADXLDatH1M9/tD+3zS237/NJmFLLcHF1nQwnPTdQdi4t2vnRGMZmeMTSTSsxZjX3xeDwbAL6OmIdkOntFMp29dJmXFxE6DLUr+NwpyLlpT6azhy7z9vUoVPntTCrxcCaVmI1CiDei3JorUBmIOW79ZW57bUgsfYTcgr6EHWtfNGPAHig8WYJCVj9z75/k1v07JKx+isTNPORK7Y6E1cvAJpEIM02Edwir2++KxFed++xQ1NFXura0umXHIZH6b+Tq1bj3mlES/NUoJ2kb165rUQL8j1GOlkXhviBp/18ohLrY7dsebl9zKCS7LRpJuAthQv3TqJZZzr0WCLNg5F0VCp/dgRzIBreefkiE9Ucisg4JnaFo4IFF4qUZDWYYiYRu4Dqta/YB8wKd0du6FpdOQ+c4ghyxJHI/F6GQ8STCayOgCZ2jPkgMx4DT3GTaFLvMkYX2yKaFLsauTuPyNv479CARDFroRtcKMZOrC7bzGSwAUwSTc21/Az2oBE5nN+GcmqPRNQs6J21lfbvtiK8sKa8c2nnerIfqngL+kUxnt1id/fF4PL2PF2JfcFzR1pOAU1w4EoBMKjEFdb5Dlx192YPF7nc3YV2xgIuRKLmtx2uHocT5R1Fo54eoc30I5clUInHRjgRAgVAYTEIdVTAicQESMG8hN+dAlDMUlKgIKrDXIjdoHBIdTSgfqg45G8ORw7DYrbMUGFBop6q79ZPCrkU0Ui1w1QYgwXc9CunNcO0YijrlE1F4sRqJrWq3r99EwqENhUsfRUVnK1y7fkNY/ypwBA9yx7eD/52OqRKF24K8rpkoPPwhGiww0O3j0cjFmYccthgazToThY2N2++gcOoi5M684ZZrAC5bT/lhoP2bjK6dIYSFboPpqt5ybf8Rcjpr0PEJaqbVovtaEF5tQOfnGIDW2WVHRMqKh738zIS7VqVRt7+8d9lxx1x9/JjyN/+MRHcCDaZYAHzkRnveha7xFeIKsW7l2rUlclJ3Rw8M09ADSAMKq851+2Dcvn0E3BKt7e7qbjOGksKoxg8qhqHwpU/a93g+p/jyFR6S6ex3gM5MKnHnOt5Of+QSvbBsmCuZzu6Ncsz+i5yjEahTDVyoKsJJw6cjoTAA1fm6AuWKBeHCccjdeQo5REXUmXe7dd6ChOB5qIN/EXWEA4CCLVL2caZvZ83mbeUDdm4vcW0oINfpTOQoBaHSxUgAXohEQR6JwAGuPY8gAbSna//z7hjMdctVIGFWhty9nQkT7V9Agq8VJanfiDrxZlQ25G6UnN6AcvBK3PbuQB15LSoauhQJyj+7dnUih+4E5Ly9jhzGKBIY+7ptBG0fhZyox3rOWZpMZ8tREv8i1hI9HKVTkaP6B+ToBQMj6giLD7e6nz6EwqsLiTmLxOd8wjpptyHxszfwx7yNT1qZNt3+8t6xpta+r1CwFQ9fdsTbrz+421F5G58eM7l/IHF9N8pZOwe4+dPKY7j9uxxd3+Pd73bCOTVfQyHkArqegpBr4JyOgOKuRDClfbrmdS0u3zVv49NWZj88Hs+Gic8R85BJJW5e2+t07tp+wNxMKvG2284iJGKWRxAOewFN2H0D6mBLUc5YNWEO0HDUEc9Eguxx5IhNRqKqGzlDL6EcmyLqkLdGguc45C4Yt42voVBdEajAUKzfqqWrtPaTp5QKt67fEZZSCKq3D0Zu1wgk9v4PzSrwLzSCsgYJzH8jsbgFEkiFHutZ7LZ/oNve26ju2m8Ii+MGZTbuRKJoAHJg2tCgipeBr6DBCY8RVv4/w32+L3LA6pHrlSAMRda4tpejHK1gBoBfuXMxFjk/W/K/FetPB/ZJprPfz6QSa8WRCeaHjJncnwmnqKpCAy/2IxwdW0T5bzvy/zv7QQHbJUjYXIaO8d9QXmGEcJaBlaFz1oKtuk2k2D7qK7PP/Nd/49Pd6+eh6/LmvI3PQbmEK7N/Z8ZM7lB0LQQENcUmoGsiGKDSia6VKBLzV0Nk29rRreXDD2lsrx7RVaIxAx6P5/OKd8Q864RkOjsEdZTvZ1KJ/VawzN1IKO2SSSW6k+nsNUiMHIWS/HdBwqEaCbVgxFgeFUut5H+r51s0LUwFEhAR1EtNQeUlgmmEqpALMZiwoCaoA3Sj9j7JjwuSwZ9yfw9FjlsJ6tx/59rxKyTyZqOk/DQSNzsicbmEMNxXigTNUhSCfAWFl87if8OQfQgL2xZQKPMw97kI4QThTyGx2uT2ZZA7jvPRpN8GOXZBZx/kxEWQwGpzx2cEKhFyOxoZuBVyxb6EQsbvAT/JpBJz3fn7MgqNpjOpxLKh6bVCzOT6IPEZQ+d0c5Q3BQrlBeHjKKEAC2hE5+Y5FKIdjMKdi4A3lp0U/NNIprN9gCGZVCK32jvTg5jJ9UNi+Bj0IABh+y0SYEF+XAd6cKhD127/6s3aGX5IQ752VOefgSt7ayYEj8ez5nhHzLOuCGppzUums9VAxXJCWHug0OAmqJMNOpNDUF2te1BnVep+6lHnWwGMzKQS57mCowPd+3ujzvfrwB8zqcSDwJvJdPYQJGAKqFTGT5DDdQrhKHN7yhIAADLGSURBVMygknmQaxSEg55DjtFObtvPIiEWCLrvolGOV7l2GDR4oByFICMofLa929cqt8x5bptXIxekGlco1y0zDQm4vdx73a7tBk3ifSAKty122z+VsKJ+O3JUznH7cIxbFiSs9kDuYCcSdaNcW25xy451r89w6z4XidiD6SF0MqnEE64t64y8jS+NmdzP0Pn9A6EIAzmjTe6nBZ3HAYRlHsrd5/ZF7uLNeRt/fHXa4UYNL+35WszkatGgi6dXY77HcvSQMIAwNBlgkbs7E13Tv0G5giPc50zLtAq75PWuybWjOg9EzujMVdy+x+PZQPBCzLNauNDjeKCQSSVeXc4ite7nK6hDn5ZMZ/cHSjOpxDy3zJdQsnLe/X8WEihbup9/I3F0JRp5uGmhi0ykhINN5JNw1N9R53wLSpIP6i3NcQMRCqgjK6AcrONRpxZDTkoTEoANKDzYjTr1diSgBiIRVkDhv28jZ6wGCbZgou0ZaFTicBQabEAjG+9GeWXD3b6CkrwPRW7aQ8gRqSGcgL3Rra8COVbl7lgGbsl+qFbcoyhk+TPkGn2XcJaCwzKpxPRkOvtXt/6r3PHdDdU/G4Y6+e2QIzbYbesN5Dpd4rbTzx3jHVGiPMl0dnsk9EYBH/TMG1sX5G389ZjJxdH19kkBV3Ss+rrXFqNjGBRzrUDHLQhnfwWdrxcBYib3CyTOr0blLVZnuqAoOq8DVuOzh6BrvZTQfQ0S8zvcul9G1/aFSChXocEhHwBbNUwpvwn4MJNKeBHm8XyO8aFJz2qRTGdvRYnKBaBueXNXOuH1N5SUbtFTexvwpWXrHiXT2f2QMLoz6NiT6ezXkHh4CoX77p187ogaoM+Q/Rq/+8IjuxSS6ezLSCT8EYXiDgT+gsTDPShH6jnUae+G8nJ+jZLlj0CDA4IZBzZBIqwEIGJaS4q2tASiXWDaUPX6LQGsZbu2udEFpbXd7aU1XIlGHc5w7TwK5ahNRrle7yJRVu+2aVHYsRM5c+XIeQpCZ4vRiMyDkau2JxJYnUgcBsnoBZTTdQEShxkkyha5zw1Do1IPQ3lszyDR8LH7ezv3EwyceBPljQVTCPVDAxS6kBhdiqZhGu/O5R7ANzKpxAOsY1yS+5Nu281INAdh5QIS1H2RqPkPYT5ZOToXlwAPBRNkx0zuEnRMlqDjPg/YPKg3tgrtKgW6VyXM6T5Xi0YC98wTK/K/UzsF0xoFQjMYALIY7fdVSFS3ofMzOW/j6yRE7PF41h2+fIVndZmNOoqFrGDuykwq8RhhZXhLmNe0vAnHv45ETHmP1x5EpTWOR67Tc7Zg3rUF8/acR+sDF+FI5Jj9CwmJl5Egmo3y0wooNLVrJpXoBN7JpBJJ95lHCGuC3Y+cuRLc/JaGSCmURKHY7tqeRA7FrsVOnl76bkWHKWEYyj/aDgnAH7m2JpEL0+n26Sgk+kqR2zHTHZdtUfL915ATchbKzTofOMCtqxV1vovcZ6uQKJmNQpKbIAF1gltnq9uvwC3bBQmvoPRFDdjj+tdN37amcmE7Oo+Vbt+CcF4wv+FIJHRBQvIbSBxs5doydznncq0RM7lYzORyKAT4VTQ6sQ6Jx+AajLj9Cmp7VaDjPhMJrQvzNn5jIMIc56D6aG+ja3QEEnKrRN7Gu1ZVhLnPNaEHBJD4b0X7tIhwIMdCJLTeQSODL0XirY9bPoWc0H1RTuI+q9oOj8fT+3hHzLNOSaaz30QjIAto1F9f4PJgrsoeyw0AKpdXsyyZzv4fGjWXyKQSS9agLQegUNQvkWA5i7CG2JnIAboFOUntYCNQ7ICSZiR+KghzvFoLXbwbibKTMZ+In0bkgIE6zTdQCPJl5HR9FZWnyCEB8xgSX88i92suYY7XPJRXFmzvTZSwXUSi7q8oNBh17d4SuUKlSFi85rZ7Kuroq5GT1BeIREs67G5b39XR0t6nefKHXw32q8vtY5DfV+F+B+I4yA9b5NY5Dwm8BZlU4o+rci5WlpjJbQVkgfvzNv4j50B9gIRTIFaGuMWD0N7tyGnaHAm025Bb+JT7f0/g7byNL4yZ3DfRZOm35238R2vY1t3RSNLz8zb+0UosPxCFptvRsd6WULiD6r9NQ0LrMeTo3ohE5GB0nluR2/oa8Oe8ja/298Pj8fQOPkfMs07JpBK3JdPZdqA+k0rc8CnLrXB+zEwqcU4ynTVrIRfpWJSntRMKT76HOvGLkCM2F4UfRwM7gKmDkheRMNkSCR+Dc5BKShnXY90VyL24LpNKFJPp7GygNZNKLEmmsxNQGOxKVOPrcSTQ5qMk+ltRJzySsNr+ECSeDBI9I1GH/QAqLbEbYVHQOsKZCVqQw/YQCh2XIvFlUaddBtR1F8oK70z7cnlHV1UZ4dRB7e79YIRqMEq1k3A0KW591W77tW6bQZ24xWszZyxv4+/FTG4zQrergJzS4wnLcgSOaxBi7UajW/u4/ToeuV83IxF8EaHDdBcKIX+wFpobJZw79DPJ2/iCmMl9FYmoINRahvbxDuSSBgM13kODN3ZF12cECedqFI4Pitd6PJ7PGd4R83zucEn4SeCtTCqx0vMFJtPZoUgA3RqUW0ims9shYRQkd9+POrW+SGRshhL2F7platzq2pA4WYCcphkoT20nwgr630MdaBzlcp3k1v00cuZ2ReHEDreNQPwECdsfI6eqlHCy8G7XjqCkRZQwryhIWMe1dxrKk0shYWIIRVV3j99TkZj7AxIpc5HobCMcUdqzNEQRuWJnIfcJFAq9CPhzJpW4b4UnYS0RM7ntkUvU373UjkLNByIxE+xfkFtXigTjgyhn7iPgxLyNv7SW22VWJVTpct9+7NqUQPvxAkrkfwIJLZCI7kLnCcJzMQ89POwInJK38TfWdB88Hs/6xTtins8jg5CweRrlz6wUboDA9cu8PN29Voaq2F+AQoJ9UV5SOerIu5Ag6ULfm2ZUw2xvNHqx4JYfiEKbJUh4Pe1+/xy5WANReYjTkBMTiJ2eeXQR5JZZQgEWlDhYgkQF7nNPuzaUoRBlUH5jCBJzM91n30P1yr6Mcr2CEGQUde4TkWtUg/LSghkMBrv1BiM6cW3t7/YhhvLT9kA5cMEI2HVK3sbfiJncdNe295F4uY9whGRZj8XLkKjNoFzCV9B5fjZmcvvlbfzZtdiuVXqydctfFTO5ueia+1Hexl8BiJnc9SjUCeH0W3X8b620WUhA787acfU8Hs96xjtins8lyXR2G2BOJpVY/JkLr9z6vopCQecE9c6S6eyPULmKm5Hw2xolWG+KwkPBiLZg0MIFaITkECS6dkQibzxyi6pR4dRxyG3rRsKqL3I8Ij1eD4quFpG4mYUcr0PcNueicOWtKFl/GBJqs5ADV41y1iYisbUlEncLUfkOixyiStf+IO8qSNwvRTlmjSgxf4h7PRABFonImWhU4ia4khmrduRXn5jJxZAIzeZtfLZ7bT8kjF0tMWtMqcV2RS4sH9x5aEX/7qVVI7oOmPNo/TS0v/cA38rbePcKNrPeWNZNi5lcCXJX90V5bYNRruBgdP0ZJH5PBipWJi/N4/FseHgh5tmoSKazI5Azcnkmlbh1Oe/vgub6+3kmlXj6M9a1Mxp1eDFyxh5ACfhDUTJ4MNVONwoj/REl/d+Iam6dhkTR3sgtewW4FyXV1yOh1cX/jiztWSerHYmck93f30ECL4YEWyUSStb9DsowNCBBdT9y7r7tPrPU/b8Z4SjDYJRoUEutxe1fMHPAKUg8lhHmiXUThiuLwHcyqUTPyd17jZjJlaNSFVsBw6qGt8drRnd09d22fY+PM30fqBzaVRz1zcVbv3r2yJ1RHl0EODRv44/2ZrsBbn957/3QAIPrj5vwTBE+KXNxIJo6K3BpzyMU7W1I/JcCe+RtvKUXmu7xeNYAX77Cs7FxGcrTWtEovm8ih+qElVjXbJTH9RDqILdHpSoeRMKoiMJ3dxIWlt0V1daaiir4F4A5qLbVayiM1ohCqm2EBVh7ijDb43NPIiF4K6qyPxZ1uh2EQqrMtSPI41rg3vsOKhrbiYRhA2HIsg05ZUF6QgkK881GJR2WIOEWJPwbJNZeQyVDguT5CHBLMp2dm0xn73f5e71G3sY78jZ+et7GE8B2fXds+8bwgxp/Xzmk66OSMvuLsrrCOZlUogHtxwcoty/eY7Lx3uRAFFat7vHaP5CrGoj6v6Bw5U/RdVIFxe0xdlMkPj0ez+cMnyPm2dg4A4XpViTEzkWhvhtXYl1LkMCpB5YGFcyT6ezvkDNmgImZVOID93oElaJYApBJJWwynf0WYF3nTzKdPRsl8c9EocJ+SOjcgfLIatHggeeREGpEOWbTkDuXQSJqsfu9BXLrxiG3q9m9FkwZtRkKwc1DIqyeMKwYCLnAgSu6z2yD3LbHUX23YIaCLteeM2yR50yEGWjwQz/3s4/7vVYmAF9T8jZeQKFHcT5/h08S5BuA76PRk+ejRP/3138r/4eLgOrjJjzT1OO1oIjre3kbnweQTGdfKnZS99p5I28He0xJXaFk0B7NpYterPXzTXo8n0N8aNLjcbg5MYPq/8OdkDIgUbWS6yhBMw0s6fHaMDSf5BOZVKLRvXYWSo7/KRrVGEUhwVJUUsGgwQN/R6G2C5E4OhflecXcb4sS5+vdZ3Io3+w3qLjsl93+TENuWjDpdzAhdjCxtEVOWVCXq2fZCpBQGQvUNH5Uduech+u3ac5X/HjnS2fMRFNVjUaj/n6wvFpwGxIxkzsJtfmH6LwcjIq+bnDlH2Im1xeJ2/7I7T1/50tnHIfyA498/RfDY4P2bnikz7btQ4sdkb8/fNU+P+zN9no8nlXHO2KeLyTJdLYUqF0m2X8oEjT1qAbVkmUFWDKdHYdClDdnUonlORAfASOS6ey+mVTiuWQ6uyUqJFqDnJcrnbj7J8rtmYxG8lWguTB/iYq+/hqFz4ag3KAvo/BoBIU5f4RKTExEyelBMdKhKJT5gmvnIDSqMaiBhltHUOYihwRZE5pmqQoYQ+i0daKcsHIk6GZ9fGf/WzuXRH8IdLjJsP/lQpLXr0nB3fVIG9rfYt7Gs0A2mc5+NZmecSjwsw1pH1yB1iUxkzsQhR63Bf4E9MmkEu2keG/Pw14cW1JuL6ga2vlIb7bV4/GsHl6Ieb6opIEjkunsYZlU4g2ATCoxJZnOfg/oXF5nnExnv4ycoW6UuD+vx3tfRy7LEiR+AnelHOVsdaNOFFRg9BDgh5lUojuZzr6FQpMD0BQ+g5G4GokS7ieiXLHLUEj1u2gOz11QkdgKVFdtBhJcO6MBAvORkFqKxFYbyj8KxGUEKG+dE51eUlk05X2KRwNPZ1KJ8a6+2rfcz32oWG0DMO/9xWNbXZs+IZNKBCNAN3jyNn4LmkGhJ/XAoM6lJeUxk6veAJPe/46mN3rNHetPeO6BXRuRq+rxeD6HeCHm+aIyB40Q7Oj5YiaVuOlTPlNLOFLykzwoN2H5nUjwbJNJJT55L5NKvJlMZ3dEbkYgzlpQaDCY5qnUrXs4cq3aUdL8ECSM/uy2U4oGCnSiycOrUDmNPui7HIymjKLk/MOQs1UGGGvBFuhqnlb6y7rRXaOQI/fm+9cM/lFdvHn4qOMaFpuIBvC4dv/Dbaczk0q8/inH5XPPO/835M6OhsjH9Vu3XV5SVajf62sTr22fXzqk73at93/410HzUJ5eU97Gb/+sda0L8jbegYSYx+PZyPA5Yp4vLMl0Nrqsu7ASnxkBtCyTA/YtNLrtjUwqsfNqtMMgoTYT+AUST99CAmvWcsKjJcCfXTt+4j7/Tff2DsgtG43cNJCw6+pqoX3mA32qa2Md7QMmtM1Cdb9mblH/9hZjz5vzVCRKHzSf5/M9tlUOdLvJ0z/3xEzOYOyWlUM7v1Eo2tnVQwpHty8oPbVtVlnfyiEdd5kyRtRv27ykdpPuaElFsaq0T/HFqf8Y8LfmfPmNyNWckLfxN3t7Pzwez8aDF2IezxrihFAcmLKCvLFVWddXkbN11bITo6/ieoahybKnoVDmolfPHmmHHbL0jEF7NB9RUm7bgYPdvJgGuNvtw75BQduNkZjJbUdpMRuJFgeV1hRsZ1PUVA7svP/g79/++/su+85ZtaPbv9Jv57bC4tcrusrqCzV1Y7ru//juftd2Lo7+FzmLc4BY3sY7e3lXPB7PRoIXYh7PFwBXWqN/JpVYkExnBwHRTCoxu7fbtb6ImVwFKg+RM2WFowwcYKLF7kJrSYmJFLvqBiyNNszvCxHz7LADG6+qGtH+m4/v6b9VV1NkBoWSrZA7GUwaflq/4fNuMxF70Nj9X03844bUq724ax6P53OOzxHzeJZDzOTOAb4KHJm38Q2iLtaq4lyxy1HIsxz4VjKdTWdSid/2bst6hSiahmme7Sw5wcKrdJa0AwNs0ZS3NlQbiFiKZsDsh/rcu/W5cza3RfMrChGDivS+lLfx/YOVbTdo8a6drRX1TQvqJ6DRph6Px7Na+Mr6Hs/yGYfKOAzs7YasAQk0mvJMJEIiaADAF468jTeP+OqSX1aNatuspLo7jmYPqAYmgtm2q6PyVDATURHbUe/+cWixuzG674Ddmv8a7dd5B9g5MZN7NWZyd8ZMrrS9qWrngZvNOazPkCXX9uqOeTyezz3eEfN4ls+3gQF5G5/V2w1ZHZLpbF80vdECVGriRDRCtL0329VbJNPZMfVblzzaNr9kRMe80sPRJNo/QdMcfYxKisxGE6L/AI2KfaG72Ywsqy50dy8urUYFbQcAlR+07bAEdnhIEwt4PB7P6uOFmMezHFy5gM+lCHO0A1OAdzKpxKm93ZjVIWZyETSv5Ud5G39tDVe3KFJqH8awa7HTfIyK6G4D1pry4nm2IzIYzFQktMrRQIdZS9+qPgLoBvNu1ciOt0Z9Z+HSYmdkO4g/t4bt8Xg8HsAn63s8ng2UmMn9Bc0H+V7exndYG+tMprOHvZse9MO2OeXjgP5gSygvQicWWzIfeBPN4/kQmq/zHOAAwAzYvbFkyJeaIrMfqW9a/ErNrnkbf29ttMnj8Xyx8TliHo9ngyNmcmXAHqjw7Z/W1no7GyPfGXZgYzXGJtAk6o0UTIcp5VY0p+NmyA37FZq1YAQucrD4leqS6ffW0zyttBlNkeTxeDxrjBdiHo9ng8PV6fo+sHfexv8BEDO5YTGTq1+T9eauGPzy1FsHVGKNBZ4GY+mORG1nyWjgtygUatCUUP9B01gZoFjsLKHxvRrTubC8Im/jM9ekHR6PxxPgc8Q8Hs+GyhtAXczkBqMZAx4CCjGTK8vb+GrlVHQ1RO9CE7N/iCZYb0CDGKJo6qi5wH5AfzRgYwQSYhH3vgXuAYiZ3C1obs8vu5xCj8fjWWV8jpjH49kgiZncT4BTUPL8PFRSxAJnAH/L2/gajQB1Am8oygX7MRoxuRmaw7MMlbcw7ie4URbR1FG/RqHLTYFt8zbevCZt8Xg8X1y8EPN4PBsMyXT2B23zooPevWTodWjOzEOREJoPDHZ/TwGOz9v4y2tjmzGT2x0l5BdR3liF2w5IgC37dxewBPgNcEPextvWRjs8Hs8XEx+a9Hg8GwQxkysZdmjN902EcWC/BuYiVIajxC1yEPB34GHg9bW46f2ACUhglREKL9BE38H2iyhEGQHqgfOB+9DMBR6Px7NaeEfM4/FsEMRMbgTGPoixYylGLDADGImETzuwFDgmb+PPrOXt1gB9gcOAa/hfIVZEuWFlhOHJhWhkZSkKm96Yt/H712abPB7PFwc/atLj8WwozMKaMyhGXnf/B9MygQRPHmhJprNjkunsn5PpbHxNN5hMZ83Ol86o3PnSGdW1Y9qqUeJ+z6fTRrftQJwZ4Pq8jX8byAD7IkfN4/F4VgsvxDwezwZB3sZt3safzNv4TmiezIvRqEaLpmr6GnDmx/f2OQCIobpfa8oE4Hbg6s2OWZwAOwVoddssAn3cclNQ7bAisChmcrehXLLj0OhLj8fjWS18jpjH49ngyNv4E8ATMZN7DLgIibJzgW8sfKF2xKZHLj0sk0q0rIVNzQFeBZ6felu/vcEkkOv1MQqLWqDgli1DD69/ROHKMcD38zbeuBba4fF4vqD4HDGPx7PBEjO5zYFr0dyQDwNnAdfkbTy3DrZ1BnAZEmKLgTokvIJK+iPcosHoSQs8DhyVt/Gla7s9Ho/ni4EXYh6PZ62RTGefALYERmVSibVS5DRmcqOA2WtaN2wltjMM+ANwFMoL60YJ+UtRSLLK/R8hzBmbA3w3b+OPrsu2eTyejRefI+bxeNYmewDDgN3W1grzNj51XYswt53ZqIDsa0AbSt0oArcCD6JRnD3vmRZ4BHhuXbfN4/FsvPgcMY/HszY5HNgJeHp1V5BMZw2wDTA7k0osXkvtWllKake3twzZr3HBjH/1HdY+v3QmsCMQB2qRMCui0ZUVwDt5G29dz230eDwbEV6IeTyetUYmlXgIzQm5JgwDLkdi7qI1btQqkLfxxsN/+9gF7fNL74mUFz8CNsHYTSuGdBW7lkQXF9ojS4EhwHTgKeBP67N9Ho9n48MLMY/Hs6ExD1XQf2t9bzhmcgZGDCJib6ZoqoGTqjbpYMRXGqLznqzt1/BOVV+36N/R9Ebd67uNHo9n48In63s8Ho8jZnK1wF3AByhX7LpIaTFau1VbpHVmKV2LSwFjgJvyNv7dXmyqx+PZSPDJ+h6Px+PI23gTKpHxB+Ad4PliV6SlfV6U7tYSU1JdDEZLrnYOnMfj8fTECzGPx+PpQd7G38/b+FxgEDAAKHYuLp1DgWKhJQIqa3Fbb7bR4/FsPPgcMY/H41k+jwIfAiW2K/I9NIjgKFRpfzzwfC+2zePxbCR4IebxeNYb6VuP2+GDF7eZOHTMjBd/fca1X+rt9nwaLhH/Q/fvuQAxk7sTOAno6q12eTyejQsvxDyejZiYyW0LNOdtPL+c94YCVwAP5238hvXRnq7O0uTUV+IVJmJ3WR/bW9vkbfy/wH97ux0ej2fjwQsxj+dzSMzkIsAOwPt5G29Z5r0dUBitH3A6MD9mch8Bw4Fv5m08mHroQFSAdWfgM4VYzORK8zbeFTO5MuAq4CPgkryNr/TQ603G5n+5/8n3UVredefKfsbj8Xg2Znz5Co/nc0DM5KLA94En8jY+JWZyO6Oip9flbfw2N0/iAcDtyOXaAVWEj6D5EPuicNq3gFfyNr4gZnLVaEqfBlTJ/vm8jd+zgu1/HbgGOA8lqr8JjAQmA3vnbbzolisDksBjeRufv9YPhMfj8WxkeEfM49nAiZncIGBP4P+AR2ImlwG2Ap4AnomZXAK4CY3w2xn4KxJcEwgnpwZYBGSAaMzkDgMeB94D/oyEWnnM5A4HPkZT+pyP5lf8qltPG9Cat/GOmMldDvwMaAZ2i5ncUmAK8B3gUuA64Jx1cDg8Ho9no8I7Yh7PBkTM5A4GtgT+mrfx1pjJbYqE1bMo1DgUOBroBH4H1ANHolILjcDUASyI1tA04WM2wxLpcMs2Aq3A5khU/QWFFr8LVAElSEBdCMwH+iCB9jhywBYBj7m2/QX4smvHs0gUDgH+g1y684Er8ja+3ivjezwez+cNL8Q8ng2ImMn9HvgKMBP4F3AGEk+zUdjxa8Bo4BXgEOBBYDM05c59wFW78fyYgSwY9Dj7F1uo6UbhyQISYtWoDlY50IRCjPXAtsBiNJl1FJgGvO+2eQ0KX45CE11/DLwB7IUE27/RRN/NwB49ctB67tcIoDZv4++thcPk8Xg8Gw0+NOnxbFj8DpiFQot/QsIH5DgNBYrA68CVQAsSWP1QmDACjH+dHUvqaJzXQvU9yC3ri4RXHxQ+bAbGuOW3d78NUAOUum1sjpL7C+6zXYQlG7YAYmj04C7AEqAd2AR4LGZyx+dtfGqwQ25gwaNARczktnfV6z0ej8eDF2IezwaBEysWiaEfIqFkkUAqIqfqm8ilOg14Ffg6sLdbxVIUnoy2UUUbVc3AEcB0oBYoCzbl1tUO5FCSfhkSU+Uo+d4g4VcF7A/k3XK16J5h3M/err0HAJXu8yOBzWImNwOJtNlo4MCLSNQ1r4XD5fF4PBsNPjTp8fQyMZMrQXlgc1DZiaORsJmPBJFFIqYEuVLPobkQd0AOWhQl0rcgd6sc5YT1ce8FU5kF62h161+CHLc3kDj7MhJKlW65PHLh5gIjUJ5YP5TAvwmhk4Zr6w0o7Lk1GhRwLaF4W5S38QFrfLA8Ho9nI8M7Yh5PL+FcsN2Q4GlB0+cMRCKqEqgD5qHRkIGYiiKn6T/utQYksCzQH01UvbVbLo/yyQLBFEF5YeVue/cBx6ORll2E4clgWw8C30biK+q2scRt07jtRoGFKPyZQu5dBXLoJgH7IFH3SajS4/F4PCFeiHk86xFXimJLNJLxLBQ+nA9chPKySoEPkDtV5v4PhFEjSqIfgYSPQWLtHZSwb91nl7r/61EIspQwzFmFxF01EmAgYRZswyBR1ozKVtS717sIBeFAt1wrcrz69GhnG3LMtkeJ/scDfX2Svsfj8SyfyGcv4vF41iLHofIPD6HCp1EUfvw9oWgahIROCxJszch9KkU5WCUo98oiN+oNJLCiKKdrM2AwEki1hI7YfBQ6HO7W9TESU0HeVgGFKIvuM/2BBUgAGkJXrOh+V/Z4fQkSYaXAy8DJSDSeiXLRPB6Px7McvCPm8axf3kd5YHVI9ExHzlcNmnKo072PW6aOcMRiAU1CHUOOWMEtF0MCqwwJr4lIzAUumO2xvggSUiWEyfYl7vNzkHjrJsztqkJirNq1d57bTh/X1mq3XF9UcqOB0PG7FInCiSgM6vF4PJ5l8I6Yx7OeiJncTsCvkZMEcoweQPXC7iR8MAq+l5ZQRM1HzlSQ/1UGvIuS/IO6Yk1InC1EblqwnSISWV3u7yBfrA6Jp0CwVaIir7e638Hrtcg5KyCROMQtG0XiLGjnJiifzKJRlhcAt6CyFQetxiHzeDyejR7viHk8a5GYyRlU3PTjvI0vXObtrYBxSAxdikKRZ6DSDlXu9TLC0F/PB6VNgJfcupuAh4GrUS5Zf+AplHM2HLlcw1Go8CDkTi1C9claUB2y91CIdBPC+mAD3LreQK5YHgnAgajw6xgk+oLyFdVu3RAWjZ2Ocs/+jgrTnoNEYjFmcjvlbXzpSh1Ij8fj+YLghZjHs4a48hPFvI1bNNH2LcA/gV/2WOZYJFDySMR8GwmfUlSGosYt+hqaI7IJJcqXoByuGiSC3nE/FyBRdQkSQK8BM/I2/lrM5LZG0xMdiQq/1qIq+EvdZ09GIcQ7gC8hIfagex3gUJT0X+q22c/9BOHPINxpCeuT4dY5DomyFveZeuB5TKF583HvFzSFpcfj8XgCfB0xj2cNiJlcJSrT0IrCjhcDmwJvAfvkbbwYM7koElPlKAwZuFkGCa1gQu0yJJbKgXuQg7YLYdmIUjS5dymwr1s2EEptwEV5G/9DzOT+Qpi0/zRyuN50n6lBoyGjqD7YAhSinIPcsC3d9jpcu6YiMTWE0AmDMGm/xP1fQGHOTXscnvfc6yP3O/lfxZ0OefGFPkOWfO24Cc8U8Hg8Hg/gHTGPZ7VJprOjauP9Lml6v2objG2mGDkHzdk4HYmzkTGTC0J5zUho7Q/sShh6DNylqSgBvt4tdwQq2ho4YkvQiMl65FZtoc8W50KBKpo6W+n3UszkHkcO119QSYwtkND6NnLGssD1qKxEPUq+r0chyllIXDW4ZQvAC+6zBbfdMYSuWCDCgn0Z0eP/Agq3jgTsq//Zo7HfsIVz3nt6R3vc42tw0D0ej2cjwwsxj2c1WTS56py2BdGvUVKkepOOOS1Tq25EBVrLgB8A30Fu1BLC0g9laIRhYEW3u7/jSEAFUx1VoMT8g9zrf0cCaQ/3ertbZghETSt1daV9u37atSS6I5iP3TYqkRCKIiesAzlqByLX7SZgO8IJwQe639ci96wSldsoQTlmZwH38sk0R5bK4R1thW5aOudV4LYJEnMzgeddexuXzh70+j0XnLgFCl2+vAaH3ePxeDYqfGjS41kFYiZXRUnx+NpR7Sc2TSvfnC5TZSrtbNtpLqYQOROJlGD6n4XITfoAuA65YUUkzrZErtJSJIAiqK7XP4GTCIuzNqGSFd92n52Cwo13ArdAscZUFOttkdaKQYV6ukxL5bDOc5e8VnMKylfrRGHLbuB+t41yJBRvR3NLbolqmrWicGhQziKont+Gwp+LUV5bUestllYM74yU1xcWN7xbHRSYbXdtbkHJ/It6rPt7qNjrg3kbn7PGJ8Pj8Xg2Arwj5vGsGhNK6woXdreWDCjv193dMa+8aNv4C8rHGsgnFe9td/mg7jsKLZH53S0l44FT0PyLcSSOGpGgGobKWCxBYcCrkJDJoRyuM906a5A464NE0SvATRDZa9AuzWeX1HTfOf/puj59d2quMxFzFcbOxZrLUHmLa1DIdBDwNeRUNQAnAI8h16oceNJtaxgSi4+6dh6PxFeba0cZ0AqRfPus8rHtc2hA+WD/Bg5z67rFbe8MNKCgzW3buOWOWrPT4PF4PBsHvo6Yx7NqvFwfb//toD2aptoCBomS36PSEnODhcoHd83d9JhF3+uzXevvkcNVikpKVAFj3WL7A7ujEOPheRv/AxJpBjlSo1EJiG1QbtctaDBA3P2eAjw7NNHYNmj31lk1ozpuLO9XpG7zjoqScjsIGJO38Q+AQ1D+1miUD1YNvI1E1eFIfL2PBN4CFAp9FOWXHYxCoWWEc192us9Ug1lI0byMxNdYNJqzP3A+8CwKh26DiseWIkF3/2offY/H49nI8I6Yx7MK5G28NZnOdrTNjVZGIpGSHm+lCGsztHYsKB3S+F7F5PJ+hd8ggZIEzkX1wxajcOOBSHR1AGUxk/spEmvjkADLEc43OQi5YG+iEY4HIpet7vVfjBix86Uzvt7wdtWY5nzFuLL6Qr7QHtkOGOomFj8CTb4dfN8rCKdOakW1vsqAn7ntf4Dy2wYA/0WCbzP32RLgGSQga9Foyi3ceg7u8b9BhWGbgFHI8XsbuCBv4/eu6nH3eDyejRUvxDyeVee2xZOrG9rnRy8gFCE7oNBhCzCbohk597E+r6KRiIcjIfQOcpsMcp86CKvh7wuch5wlg5yjwW57cffatsB4FCocisplHAL0f/XskW0A3U0l07ubSh5x6ytDwukq5IQdCZyO3LHrkbgbCZyN3PEfoLIana4dlUhAXgicivLJDgISbl9qUU7Yi+735sATaMLvoSiMWuJ+gppiCZTw7/F4PB58aNLjWWUyqUTLxMcn3AXmuyiEWECiJ4KKpJYgcbYTcr7OQuLkKDRi8EWU0P8RcrkuRoJuFmGVe+M+20RYu2sWcqKuztv4ZOBbKMy3FQpbzkVOVh1yn36E8tKeRIVdnwL+hBL2n0GJ9H2RYzcU+L5bZgRywXD7EpSr2JZweqQxSMQtRgLsy+4zC4HL3TGxSNS1uL9LTWnxoGQ66+87Ho/H4/A3RI9nNcnb+MvAf8DWg42CNSghvRKF9+pRGLAUfdciSBCBhNBBwO+QgPmq+0wWeBw5SwchV+wNJGQ+QsKvK2ZyZ6Lk/nfdeg9BSff3oLDmm267u6Iiq11uvUe5109DYqkDCaWnUB6XRW7YHsBslKx/GnK0hhOOpJzjtrsJGnU5yr13FBKGc1A+XFBbjGhNoTV+2vwOlDPn8Xg8Hnz5Co9nlUmms9VoGqAlr549chwUf2sqC522LRoBE0XiBZQUH8wd2YiEy0QkUP6NxMp1qEbYjaiA63gUvnsDOBYJneGRsuLM/hNaTmz+qLzYNqfsVuSGxVDuVT3K9/oIhTFL3fbvQqIKJIiGIWH4InLW3kWJ+FNQkv5XkJNXTVg+YxPkipUSumHdhMVcI8gV63C/f4tSHmIo56zKrasYKS+WDD94aWflJu2mYmBhVmkl22ZSiZZVPgEej8ezEeEdMY9n1bkAhfhOBP4AkeF0RPcAsxiJriqUPzXT/R9B+VLzkChZiITN1kj0fBOFBaPIbdoZhTJPcT8nRGsLxw3cvYkBuzbPRPlZg5D4qkPhvzoUCi1HIzgXoFGSBwEPAd8FbnZta0CDBu5Eomo+cuAeQ3lgBSQcq9z6lqB6ZwGBKAtmBShzy41GOWiXozDpicBzwE+Ah4odkc5ZD/UpLauzZcawGZq+yePxeL7QeCHm8aw6z6BJtVN5G7d5G59ni+Y9VKkeJEpK0AhCCKvoVyCBMwTlcm3h3uuL8rmCkYg7oqT5GhQ2jHYuivZ5/+rBU2be33eu+9wMt65uFEIMhNEHwOsotwyUIzYaiaVm5MAZ5J6dgATcbqje11+Ru9aJEupr3H5Y99k2JCyt224RhTyb0RyazwJp93sAcE/exvfO2/gVaKDAnsWOyC+m3tJvZmeD+TWqZ+bxeDxfaHxo0uNZS8RMrgIJmBhKZg9CeQHdSMQ0IRHzG+AYVHdrDAoLLkKjF9NIoP0euUzPAQcgN2oqyvf6OWHNsReQoCohnGIoggRRlVsm+G2Rq/YBYVL/EBQqbUL5YABXuG0at+6Frk2dyF37OhJrBZSTZlCZi8BJuy5v46lljlE5yid7P2/jxZU9th6Px7Ox4oWYx7OWiZlcFLlCOyJBYpFI6ULuVQsSI/NQAny3W+5tlGvVisKGP0VCamo9i69voi5tKbZbyuYjYbaPW1c/JKr2RiIsCHEGIzCD/yOEzlYguKzbBmiU5lDkVFlTYkv6bt/69JI3quK2YI5z23oduWyTUXi2gJLzq5AIDEZ4Eq3ufqxmdMd7daM7Lng6s/tSd2ySKPn/7LyNT1rdY+zxeDwbCz406fGsZfI23o0S1WcjMdSGwogNKHfqYVRCoo7/TYQf6352J6wDVgNs20TNmZU0dw5g0Ytu2a+7dXehHK/hbvNByDCCQqHBaM2o+6l0yyx26y5H+V/T0VRE01C5i4q6ePvWA/do/nXt6PYEqrQfJPefAdyA3K+/EYq8IGfMAG3Dv7J0+8F7Nf24rL77dz0OzyvA3YTlMTwej+cLjXfEPJ51RMzkRqJE9Z2Q+7QUCZ+nUE2wPVDuVIRQwAS/G5H7NMF9prGU9nu7KD8ATDkSdZu75S3hQ1URFVeNus8FIxy7CAVfAQnC4YT5a92oxtlWSJSVltYVBtSPbe239M2qju7mEpAwbHPrDUZjtrq/m9F8kxORO/fA6JPmfy0Std/tbCg5s/+ObZOA0kwq0bomx9Tj8Xg2NrwQ83jWETGT2x/4CxJNl6HSDnNQvlUnEkQN7u8RhKHLESh0uAQl2k9BLtqxKJk+KE/RjoRVKRJCNYSi7kO3ng7CUY1B4n0wcrMCja4c7pZ5HMgDe7n3Klwby1173kYDBWKEBWyD9XWgAQwX5m08GCjwCXsc/OIzZX26JzRPL//epOfH37E6x9Pj8Xg2Rnxo0uNZdzyLpiNKolGKS4C3kPs0AwmwWuRivYcETz2qll9ENbyM+70nSpSPIHFURDlbwZRJwQjGJSjHa3MkpPLAfcAkt/x/kDPXgvK6BiLx14Ecuhhy4h5GUyNNdW18A40KrUBuW897x3zgHiJ23347tbyaTGe/s+yB6G4zFaV9iiUlZXbQKh9Fj8fj2Yjxc016POuIvI13oNGMxExuPvA9lGcVOGPbIfepBQmbk1B48GtIpC1EyfMlKGTYiMRaxP3uhwQYKN8smFJoLHLankRV9b+MSlPE3WeeRTW8Stzn6lGo8mnkwL1HOCF5FDlumwEPoMT+P7nPTkOjRLcELsaSpaRY09UUqV72WDTmqvYorbYDX3xywuzVOJQej8ez0eKFmMezfvgtcpuOzdv47JjJbQ4cHiktXjfiK0u3n/lgn78V2yMRlMj+FeRUfYiS6+uQ8IoSjky0y/yAxFcFClF2oKKwg1AYsR0Jvu2QsJrd43MWuVrBgIIDkWA7HY1wjKEk/Xvcuj5GBWovQeU2YkA11kxZPKn2ucWTaq/l1/+78+/N3TYIu3o8Ho+nBz406fGsH15CjlNQUuKbwGk1ozqOqtqk89Y+Y1uHIvfrUVRtvwLYxv3dSDgyMXDACoSOVSDMFrpl2pFA+gCFQRehAQJPIzFm3GtvoXpjk5EA+zoqqfEvlC+WQZX9F7o21CIheBUSY4vzNn43cFTexl8FDgN+lbdxn3jq8Xg8K4l3xDye9YATLD3JAlt2NZY82Lk4Orrp/YrDUPivEc0RuTmaniiCnLG+KKl+Cir+2o5KUIzusc6RaMTjv4AzUcjwGRQG3dutfxZwm/v/FjRnZgMShtcCk/I2fnWPdb7l3LtOJOpABWBHIaFIUJg1b+N+3kiPx+NZRfyoSY9nAyBmcglUrd4C+yHn6mEkyEqR6AqKwwZ5Yu+ivK925LT9BYUii+5zm6EQYydKup8PXIOKwX4FJeDfhVyu3fI2vlKlJVzB2hHAjLyNF9Zoxz0ej+cLjhdiHs8GgKs5lkEjJBN5G3/bTZn0ARI9eeAONCUSyB27HxVWPRjlcB2HnLAxSFz9BOV4tQM35W38o+VsdyhQm7fxD9bZznk8Ho9nhXgh5vFsIMRMzgCRni5TzOS+DXwDhQ6jwPlo9OJWKLx5KjAeibgMChn2RSMvU0BD3sa7eqxvVzTh+MV5G5+xHnbL4/F4PJ+CF2IezwaME2c/BZ7O2/hL7rVa4HaUO7YvCkXuSlh+4uC8jU+Omdw3kIj7Ud7GZ7vPNqJRlTfkbfyE9bw7Ho/H41kGn6zv8WzYHA1cjHLEBrrXgsKsH6FaYQvzNt4dM7l/olISObfcUpQX1tljff9G4u2Sddxuj8fj8awE3hHzeDZgYibXH83f+FDexs/o7fZ4PB6PZ+3ihZjH4/F4PB5PL+FDkx7PRkgynTXAYGBeJpXwT1sej8ezgeIr63s8GyfHocm7f9DL7fB4PB7Pp+CFmMezcRLMHbmotxvi8Xg8nhXjc8Q8no2UZDobyaQSxc9e0uPxeDy9hRdiHo/H4/F4PL2ED016PB6Px+Px9BJeiHk8Ho/H4/H0El6IeTwej8fj8fQSXoh5PB6Px+Px9BJeiHk8Ho/H4/H0El6IeTwej8fj8fQSXoh5PB6Px+Px9BJeiHk8Ho/H4/H0El6IeTwej8fj8fQSXoh5PB6Px+Px9BJeiHk8Ho/H4/H0El6IeTwej8fj8fQSXoh5PB6Px+Px9BJeiHk8Ho/H4/H0El6IeTwej8fj8fQSXoh5PB6Px+Px9BJeiHk8Ho/H4/H0El6IeTwej8fj8fQSXoh5PB6Px+Px9BJeiHk8Ho/H4/H0El6IeTwej8fj8fQSXoh5PB6Px+Px9BJeiHk8Ho/H4/H0El6IeTwej8fj8fQS/w+DYGiX+OvWiwAAAABJRU5ErkJggg==\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding_pca_cosine)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Summary" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(nrows=2, ncols=2, figsize=(12, 12))\n", "plot(embedding_standard, title=\"Standard t-SNE\", ax=ax[0, 0], draw_legend=False)\n", "plot(embedding_pca, title=\"PCA initialization\", ax=ax[0, 1], draw_legend=False)\n", "plot(embedding_cosine, title=\"Cosine distance\", ax=ax[1, 0], draw_legend=False)\n", "plot(embedding_pca_cosine, title=\"PCA initialization + Cosine distance\", ax=ax[1, 1], draw_legend=False)\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can see that we've made a lot of progress already. We would like points of the same color to appear close to one another.\n", "\n", "This is not the case in standard t-SNE and t-SNE with cosine distance, because the green points appear on both the bottom and top of the embedding and the dark blue points appear on both the left and right sides.\n", "\n", "This is improved when using PCA initialization and better still when we use both PCA initialization and cosine distance." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using perplexity\n", "\n", "Perplexity can be thought of as the trade-off parameter between preserving local and global structure. Lower values will emphasise local structure, while larger values will do a better job at preserving global structure." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Perplexity: 30" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding_pca_cosine)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Perplexity: 500" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 23min 9s, sys: 7.15 s, total: 23min 17s\n", "Wall time: 4min 58s\n" ] } ], "source": [ "%%time\n", "embedding_pca_cosine_500 = openTSNE.TSNE(\n", " perplexity=500,\n", " initialization=\"pca\",\n", " metric=\"cosine\",\n", " n_jobs=8,\n", " random_state=3,\n", ").fit(x)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding_pca_cosine_500)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using different affinity models\n", "\n", "We can take advantage of the observation above, and use combinations of perplexities to obtain better embeddings.\n", "\n", "In this section, we describe how to use the tricks described by Kobak and Berens in \"The art of using t-SNE for single-cell transcriptomics\". While the publication focuses on t-SNE applications to single-cell data, the methods shown here are applicable to any data set.\n", "\n", "When dealing with large data sets, methods which compute large perplexities may be very slow. Please see the `large_data_sets` notebook for an example of how to obtain a good embedding for large data sets." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Perplexity annealing\n", "\n", "The first trick we can use is to first optimize the embedding using a large perplexity to capture the global structure, then lower the perplexity to something smaller to emphasize the local structure." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 23min 28s, sys: 6.7 s, total: 23min 35s\n", "Wall time: 5min 1s\n" ] } ], "source": [ "%%time\n", "embedding_annealing = openTSNE.TSNE(\n", " perplexity=500, metric=\"cosine\", initialization=\"pca\", n_jobs=8, random_state=3\n", ").fit(x)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 3.35 s, sys: 233 ms, total: 3.59 s\n", "Wall time: 1.33 s\n" ] } ], "source": [ "%time embedding_annealing.affinities.set_perplexities([50])" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 1min 26s, sys: 218 ms, total: 1min 26s\n", "Wall time: 46.5 s\n" ] } ], "source": [ "%time embedding_annealing = embedding_annealing.optimize(250)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding_annealing)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Multiscale\n", "\n", "One problem when using a high perplexity value e.g. 500 is that some of the clusters start to mix with each other, making the separation less apparent. Instead of a typical Gaussian kernel, we can use a multiscale kernel which will account for two different perplexity values. This typically results in better separation of clusters while still keeping much of the global structure." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 6min 15s, sys: 8.2 s, total: 6min 23s\n", "Wall time: 1min 23s\n" ] } ], "source": [ "%%time\n", "affinities_multiscale_mixture = openTSNE.affinity.Multiscale(\n", " x,\n", " perplexities=[50, 500],\n", " metric=\"cosine\",\n", " n_jobs=8,\n", " random_state=3,\n", ")" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 1.12 s, sys: 872 ms, total: 1.99 s\n", "Wall time: 349 ms\n" ] } ], "source": [ "%time init = openTSNE.initialization.pca(x, random_state=42)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we just optimize just like we would standard t-SNE." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "embedding_multiscale = openTSNE.TSNE(n_jobs=8).fit(\n", " affinities=affinities_multiscale_mixture,\n", " initialization=init,\n", ")" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding_multiscale)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Summary" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(nrows=2, ncols=2, figsize=(12, 12))\n", "plot(embedding_pca_cosine, title=\"Perplexity 30\", ax=ax[0, 0], draw_legend=False)\n", "plot(embedding_pca_cosine_500, title=\"Perplexity 500\", ax=ax[0, 1], draw_legend=False)\n", "plot(embedding_annealing, title=\"Perplexity annealing: 50, 500\", ax=ax[1, 0], draw_legend=False)\n", "plot(embedding_multiscale, title=\"Multiscale: 50, 500\", ax=ax[1, 1], draw_legend=False)\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Comparison to UMAP" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/ppolicar/local/miniconda3/envs/tsne-paper/lib/python3.9/site-packages/tqdm/auto.py:22: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", " from .autonotebook import tqdm as notebook_tqdm\n" ] } ], "source": [ "from umap import UMAP\n", "from itertools import product" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 12min 5s, sys: 53.6 s, total: 12min 58s\n", "Wall time: 6min 34s\n" ] } ], "source": [ "%%time\n", "embeddings = []\n", "\n", "for n_neighbors, init in product([15, 200], [\"random\", \"spectral\"]):\n", " umap = UMAP(n_neighbors=n_neighbors, init=init, metric=\"cosine\", random_state=3)\n", " embedding_umap = umap.fit_transform(x)\n", " embeddings.append((n_neighbors, init, embedding_umap))" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(nrows=2, ncols=2, figsize=(12, 12))\n", "plot(embeddings[0][2], title=f\"k={embeddings[0][0]}, init={embeddings[0][1]}\", ax=ax[0, 0], draw_legend=False)\n", "plot(embeddings[1][2], title=f\"k={embeddings[1][0]}, init={embeddings[1][1]}\", ax=ax[0, 1], draw_legend=False)\n", "plot(embeddings[2][2], title=f\"k={embeddings[2][0]}, init={embeddings[2][1]}\", ax=ax[1, 0], draw_legend=False)\n", "plot(embeddings[3][2], title=f\"k={embeddings[3][0]}, init={embeddings[3][1]}\", ax=ax[1, 1], draw_legend=False)\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 4 } openTSNE-1.0.2/examples/04_large_data_sets.ipynb000066400000000000000000130441531465662743300215050ustar00rootroot00000000000000{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Embedding large data sets\n", "\n", "Embedding large data sets typically requires more care. Using various tricks described in *preserving_global_structure* can become quite slow to run. Instead, we can take a smaller, manageable sample of our data set, obtain a good visualization of that. Then, we can add the remaining points to the embedding and use that as our initialization.\n", "\n", "Remember that the initialization largely affects the structure of the embedding. This way, our initialization provides the global structure for the embedding, and the subsequent optimization can focus on preserving local strucutre." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import gzip\n", "import pickle\n", "\n", "import numpy as np\n", "import openTSNE\n", "from examples import utils\n", "\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load data\n", "\n", "The preprocessed data set can be downloaded from http://file.biolab.si/opentsne/benchmark/10x_mouse_zheng.pkl.gz." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 5.88 s, sys: 2.54 s, total: 8.42 s\n", "Wall time: 8.42 s\n" ] } ], "source": [ "%%time\n", "with gzip.open(\"data/10x_mouse_zheng.pkl.gz\", \"rb\") as f:\n", " data = pickle.load(f)\n", "\n", "x = data[\"pca_50\"]\n", "y = data[\"CellType1\"]" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data set contains 1306127 samples with 50 features\n" ] } ], "source": [ "print(\"Data set contains %d samples with %d features\" % x.shape)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def plot(x, y, **kwargs):\n", " fig, ax = plt.subplots(ncols=2, figsize=(16, 8))\n", " alpha = kwargs.pop(\"alpha\", 0.1)\n", " utils.plot(\n", " x,\n", " np.zeros_like(y),\n", " ax=ax[0],\n", " colors={0: \"k\"},\n", " alpha=alpha,\n", " draw_legend=False,\n", " **kwargs,\n", " )\n", " utils.plot(\n", " x,\n", " y,\n", " ax=ax[1],\n", " colors=utils.MOUSE_10X_COLORS,\n", " alpha=alpha,\n", " draw_legend=False,\n", " **kwargs,\n", " )" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def rotate(degrees):\n", " phi = degrees * np.pi / 180\n", " return np.array([\n", " [np.cos(phi), -np.sin(phi)],\n", " [np.sin(phi), np.cos(phi)],\n", " ])" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(x, y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We'll also precompute the full affinities, since we'll be needing it in several places throughout the notebook, and can take a long time to run." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 52min 31s, sys: 1min 21s, total: 53min 53s\n", "Wall time: 8min 2s\n" ] } ], "source": [ "%%time\n", "aff50 = openTSNE.affinity.PerplexityBasedNN(\n", " x,\n", " perplexity=50,\n", " n_jobs=32,\n", " random_state=0,\n", ")" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 5h 36min 15s, sys: 8min 53s, total: 5h 45min 8s\n", "Wall time: 39min 40s\n" ] } ], "source": [ "%%time\n", "aff500 = openTSNE.affinity.PerplexityBasedNN(\n", " x,\n", " perplexity=500,\n", " n_jobs=32,\n", " random_state=0,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Standard t-SNE\n", "\n", "First, let's see what standard t-SNE does." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# Because we're given the data representation as the top 50 principal components\n", "# we can just use the top 2 components as the initilization. There is no sense in\n", "# calculating PCA on a PCA representation\n", "init = openTSNE.initialization.rescale(x[:, :2])" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------------------------------------------------------------------\n", "TSNE(early_exaggeration=12, n_jobs=32, verbose=True)\n", "--------------------------------------------------------------------------------\n", "===> Running optimization with exaggeration=12.00, lr=108843.92 for 250 iterations...\n", "Iteration 50, KL divergence 8.0820, 50 iterations in 49.5503 sec\n", "Iteration 100, KL divergence 7.8989, 50 iterations in 52.9387 sec\n", "Iteration 150, KL divergence 7.8314, 50 iterations in 52.7589 sec\n", "Iteration 200, KL divergence 7.8026, 50 iterations in 53.2414 sec\n", "Iteration 250, KL divergence 7.7870, 50 iterations in 52.9956 sec\n", " --> Time elapsed: 261.49 seconds\n", "===> Running optimization with exaggeration=1.00, lr=1306127.00 for 500 iterations...\n", "Iteration 50, KL divergence 5.7583, 50 iterations in 59.4852 sec\n", "Iteration 100, KL divergence 5.4506, 50 iterations in 60.9192 sec\n", "Iteration 150, KL divergence 5.2984, 50 iterations in 63.3280 sec\n", "Iteration 200, KL divergence 5.2018, 50 iterations in 65.2476 sec\n", "Iteration 250, KL divergence 5.1327, 50 iterations in 64.6718 sec\n", "Iteration 300, KL divergence 5.0798, 50 iterations in 66.1166 sec\n", "Iteration 350, KL divergence 5.0372, 50 iterations in 74.1704 sec\n", "Iteration 400, KL divergence 5.0017, 50 iterations in 78.6565 sec\n", "Iteration 450, KL divergence 4.9715, 50 iterations in 82.1395 sec\n", "Iteration 500, KL divergence 4.9456, 50 iterations in 92.5772 sec\n", " --> Time elapsed: 707.32 seconds\n", "CPU times: user 3h 41min 29s, sys: 10min 8s, total: 3h 51min 37s\n", "Wall time: 16min 14s\n" ] } ], "source": [ "%%time\n", "embedding_standard = openTSNE.TSNE(\n", " n_jobs=32,\n", " verbose=True,\n", ").fit(affinities=aff50, initialization=init)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding_standard, y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This doesn't look too great. The cluster separation is quite poor and the visualization is visually not very appealing." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using larger exaggeration\n", "\n", "Exaggeration can be used in order to get better separation between clusters. Let's see if that helps." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------------------------------------------------------------------\n", "TSNE(early_exaggeration=12, exaggeration=4, n_jobs=32, verbose=True)\n", "--------------------------------------------------------------------------------\n", "===> Running optimization with exaggeration=12.00, lr=108843.92 for 250 iterations...\n", "Iteration 50, KL divergence 8.0820, 50 iterations in 51.7397 sec\n", "Iteration 100, KL divergence 7.8994, 50 iterations in 54.2033 sec\n", "Iteration 150, KL divergence 7.8317, 50 iterations in 54.2117 sec\n", "Iteration 200, KL divergence 7.8020, 50 iterations in 55.0897 sec\n", "Iteration 50, KL divergence 6.9432, 50 iterations in 56.7796 sec\n", "Iteration 100, KL divergence 6.8014, 50 iterations in 57.5679 sec\n", "Iteration 150, KL divergence 6.7409, 50 iterations in 56.7147 sec\n", "Iteration 200, KL divergence 6.7068, 50 iterations in 56.3419 sec\n", "Iteration 250, KL divergence 6.6856, 50 iterations in 56.2568 sec\n", "Iteration 300, KL divergence 6.6712, 50 iterations in 56.5754 sec\n", "Iteration 350, KL divergence 6.6609, 50 iterations in 56.0285 sec\n", "Iteration 400, KL divergence 6.6529, 50 iterations in 55.7784 sec\n", "Iteration 450, KL divergence 6.6468, 50 iterations in 55.4943 sec\n", "Iteration 500, KL divergence 6.6425, 50 iterations in 55.6567 sec\n", " --> Time elapsed: 563.20 seconds\n", "CPU times: user 3h 51min 45s, sys: 9min 50s, total: 4h 1min 35s\n", "Wall time: 13min 57s\n" ] } ], "source": [ "%%time\n", "embedding_exag = openTSNE.TSNE(\n", " exaggeration=4,\n", " n_jobs=32,\n", " verbose=True,\n", ").fit(affinities=aff50, initialization=init)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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JIkqKRsePPvHfvPNbHuD4fGWbB5xYrLFrmyPMpPSD3LoJZYvlNYUVi5Y7wbX2bWpihKDCWJR5TJjMNGaGcg5z4Y4w3rf/golICTC/7au1vdB71pGYi35V1Gav1bpVTAA/Ni7eMxjvr4nxbM4Ab8EcRyWULRaLxWK5lWwCxHG8G2szlldCg0bhBZ5wHd0Qfrp8euec3hxs+vfML+zb3I6nXzi/OpOmRf9tx4/M332PCLrzO0Gjm47CifRzUCZQBlA44HjGbEuMJzEf715iel5IaZolXrTNwvd9EUSBqLueaGKS+XeynEI20bJDXYJEIKTRbyOMAdVaU6qLc7+i2kvFTK3Jvokpjk3PMd+ZwpNO5y1zB3+UE4tS/PkfG/zVT3/KwdjmHFNU78HxputY22x5g2A9FpY7wbUKsRbm4uxiLtR9YBU4MV4+j7E0m5gCN89hynFPYHIVq+nKKyEu+7vECLVo/LnBeP83KhqvpUjOd2DCUb+KOZZtjA38NnYT+icwPSI/f4PjsFgsFovlWnD3dqrSKEqV48oAKSUuPnmZ08/7rZbTnTsavNlZS4fZ6uZg9OSL68u/+fVnn0vzUr7voTctbA1msn//5H/aCRvF02kvOgHu/UAHnP1ctM0Zu6ayMteu2HNretE295IkGmWZRqlBA1o1kENd4mhNqnJSlRHLJp4ypWxMhVTBRjq6aIiF2YtSe2zz6qBP5LhsJAMmwxqNMGIzGX73Lz375GeBr53f3tyXFcWW77pbwPswttnDFOu5F/i9W/NVWCyvHaxYtNxyhBBiHG6JEEJgZumuBRfjPRyxG6+yggkvjTHeRIFpMdHD9Gx6F0ZgObxybmQ1b9rDzBJWsSoSYwheTYGbaxGZB4APAX8Yk/SvgIcxeZhfAN6GEYq2GqrFYrFYbiqPPyHFpx5RGkCzJIF6lpuAG01MUiakKmVC+ggkEo0QoDLpLe6s7WvX6kngCvf85qLbnnRW33p/96iTTcRnV9fj33jqa+3SDRrSKba14rugeCe4HS6xzd74ZY7RhEE1NA1oAf2ZdqsWZ5nfixMKpQTQ3gbtAa6UaA0tHZBqRSHExaxHCaRoXCFoCkmmFVprEpAuxthvAxpNLQiZrNdJ0oz1fp8Xlhb3H5+e/ZPfec+DP/z5My+u+a5bYuzxECMOH8bYZlsN1fKGwIpFyy1FCBEA+4UQS5hr+AIm9v9aqURbhAnJbGAsSopprbGFaaVxH6Z5bm28rOrLdNXhjZ9b4+e9Rbdftq7adXI176YE3o4xOk9prUshxCmM+H3PeJ0RsCCEOKW1vpV5lBaLxWJ5g/D4EzIEFh5/Qi79/CMXMkx9gAOuA1mZk5QpnhMQyIjKhGk0UkpCt8agHLRFkei1pBc2J/PGvbOH2q57wP3806fzL59/cv/sZLxdhtHJZ17w3gT5EaBmQlGDFHPvKXbzFauskIsIACFEs1EL0VrLXpzAuMeGBFrSwVeaXAi2kaQipCldCq0YaY3CKLtcaxpaoYR5bWJHBRtoDYi4LDizuU7b9yjTFMcRFEXpzNTq7/rPf+ov3gU8zfF5xYnFkxjb/O7x+GJggROLZzk+b22z5XWNzVm03GqqetgSIxIPYkJJr5WA3draVXJDgRGFB8aPBUzVsi9jvIRVMZxXQrFbAfVyL+LNEoyv5N1sAT/HWEBrrZcxfSN/F9PTKcBUlLNYLBaL5WZx0Tb/qd9/59H/tPhP95/fPrmRlaZTk+8EKDRSOJd8ZGu4TikTDnSnw1A2xGay7hRilGym6+m54Qv50uiFSLuDA/umg4WZYzsHjt0/OOyG6qsiKLZBBxjbvMcuCoyZu8RkK0ArrYtTy2t6rddHAnUhkWPbLIAdNIVWTAjQwmFYlBRaXwwRUpgwph4wGAvIEMiEQO3JXwylg6clj97/Zh45chdv2r+fZhS1gJ/FVFuH4/PLwG9jPIurGOfkwVf/NVgsr32sZ9Fyq6miQh7DxPd3gLde5zZmMDmECWZisI255heYC3YL40mcZrdQzLX8tqvJEoeXVjWrGj7djv8jR4C/LoT4/2IEYg94ERMl8yXgs9araLFYLJabSIGxzd+3mp2/9z9e+EcTK9HiW3742E+Q6Zwk76OERLoNpHAoUQil8WWEJ1yEBw2v3PfW2TcNPnfhd9PhoNBPXVhqH+0crbXePJVvxdv+2c2JZm1KxRundqa3B7kDeQsydzfj42WpbLPrgRRS4ivFZBhwNo7LEtRQlTQRTDsOTqlYRlHKS8uYV0a8JiWpKokx1fWccV6mxIQqbcR9RlmHZlijEQRM1ZqEYSAwk7h/jROL/wumJ3Jlm9cwtvnXrFfR8kbAikXLLUEI4WNaWHwv8C0YwTeFEXo38rtzMWIwx1yo0/HzKkYc7mDyG0N2PYbXypXKX1cCMufavJQ3isYc2/uAnwSeAP4DJjfzlzD5l4Nr3dg4J7QN/EVMWO7/g8l/PFXljVosFovljcnjT8iAXdv8zRi7OrtSnGt8uv+v3XvX30Y9bNN1Z9jJNxjIiMlgH67rI6VPOBZ6ueqzXWzg1XJ3YWJyqsORbDMKNnxHJbNdd1UOi7Vnv77T6g+cvtDxPKII0VqbtonXRiCQpdYUWhP4HmGnhVfksswLZwfyNngOgpaUTCjFAKOA95IBQpUXQ5RGe9bxMTcLAoizlJ14yCDJ6ScJUkotHen5wn0/jogx7bp+kUttc3zNJ/7Eohh/5i9hooU+hSlcd2bcpsNiec1ixaLlpiCEmMSIKw3cBfwIxhBNYbyBVYuKG6W61pvoEyMSR5iZvgTTb7GJEaXLGNH4an7fVa7hK4WRvlqq7deAP4DxvjrA0+yGuJwRQtSAFb23VB0ghAgxx70JfD/wE5jk++pcP4Y5lv8EfPCWHYXFYrFYXnM8/oSsbDOY3P4fBN6LaUPVADwUMkvBiWK28zW2y2XWnSVmgnmUKOmVffa58+RFAY5DLxny9fXnKXXMVDgbHJm4S+jC4+Gj05tntr6+fnL0dLwveufO2uDcaKreeeFN98aTXz29Oj3YqC+CPMI12uYoCBgmKWDaZPQXV1Bj2zwCcRaNU+YgJUI6uy0yyt0jLsaPaUw5dYCFZodElWTDHhIjGnNdoguFIzSg0EqJUikSipqCR/3Af5MrHRf4Oib9RQBnOLEYAascn780beXE4l7b/APAn+VS2/w45lg+CfxX13I+LJY7hRWLNxkhxJOYwiu/prX+/js9nlvN2JM1gynS8p3A92A8fHUuVqq+eHG8vEb2de1q/CwxifgKOIvpR5iP/34OYxPamII4R27gkC7f3+36P1JViXUwgvH7MALyFEZod4DPCiFewORoLmFmNTuYths/MX5cSZAL4HuFEPdrrb92S4/CYrFYXoP85HeLr2tYyOFX//Yv6R+40+O51Tz+hJQYe3gfxjZ/NzCrNfU8QTge2nGNvcgydAkCNLPBIU7Hz5DrDebDw8RpgvIkuZ8i3YCiVIS+SygDZNkhKCdE0wtZyc85ubux/5uOvFPFZ5LFXq//lv37w2xzIz57dnPp2YmwO5k5ZTsrVUiVB/gKbI+FYoWiBI3E5FG6I4wuFEjmpGSgStOxsQoM3RMzVJUUbyLY7G+RAwutDqNhn9ALmA0aHJuZwXM8BnGMBCI/RGkthlnSGvW3LuwkyYNHp/b9ocDzosjzT24M+m6pdKdEfeYz//q3T37XfQ/NTzdai0Dyn5/5avebDh6dm6w3/wLwZ7jyPY8AfpATi3+d4/PPX8s5sVjuBFYs3nwOYCaq3n+nB3IrEULUMaEUP4jxiHUx4qbLbnP7iirSo8oxvPyiea3iscB4EofsFrxZx3gWD4z3nY/HtXDdB3VjY7qZBBgjWp1DgTmOBUyexBbmOOcxnlQHIxb/HPDma9j+TwE/fNNHbbFYLK995jNf+gr1urbNjz8h99rmRzE24qJtLgtkCRQpODkqiBClJgd8oQQryXli1edY9ABJkeh2OCGGScr2YMhkw8OTkiQFL5tGC0HkebSjWpGkrd52tpnUa3Xv0aPfE//qk1/fSPsX4hO9rxyMGvn0OxbeVXwhP3fk5Mqa6bMobsS+ZqCFRjgCzOyqBnxdUkMwhXHjpVXiSAkocLzdmesSTQxM15oMs4xeWaBVyVvm5zk8MQ1oXtxaI10ueMv+/XSaLdIiC55dXLo708X05nDgNMNILrQ686u9nfkvLp0++blTL26Wujy0vLM110uTk//Nu77NFVpM+oifAB66hgP7n4E/fv3nw2K5PVixePP5U8A/xuSdvW4YexB/EZPrMMCEr0yMF1d9k/Se13vFVlV1TbErHPcaims1GtXvtcFuewwXk7t4DBOWGmC8mtV+b1Tw3W6hWFEbP4YYMVzDeEnbGI/18xjxGI+XfwBzM3At3C+EcGyxHIvF8kYjgf9TZOrPJvDv7vRYbiaPPyEF8CuYHPUBRkNNjBdftM1lAXmOo0u00sYGK4kCyjCgLEtUIRORu4m4K3oLhVY0/ZaoySaaBllWmM6HEoZpiu87oGEnzpjpem6z1WG62Gmejp9J1k93snOLfQ+cM51a7XhW5qON3ijMVV4nR7xyfZu95ONDcE0xVXMvcnGJAoSGQmk6mBlVhMlDyQWUEoQCLc3NQTY+KYHjsp326Him5cbqaMi5nU2COGA7HtLwApYGO6wNY758/jSDJKn5rluLo2w4TOL0qxfOtbMsjX71xWfaXzh/6vB903PPPSvFgie90T/9/G9k3/emh78ryfMJEcc4QBRFVzvIN3NiUb4klNVieY1gxeJNRmv973idGaMx3w18+3Wsv1cogrmmO+xWYGtctn4VovpKdNhtjzHEJJsPMO0mQuB+TMRJwLWLqNciHub/p4c5N3MYr+J9mOMEI4qvJw805s6JYIvFYrlj/J1f0n8Z+Mt3ehy3gB/E1Ae4ImUBWaWqJOAgJOD7KGmshxIS15UUQNp19jXna8dYGZ0nkDWk6yjCHdnxJtEyR+DQbTcI/YDVnR1qQYAU0Kq1On5xvNcrdsJzxdLwP37py8s7g+Ggn7m/LVRY/2zv2fuANXx8rtk2V52txmIRAUKMZ6ZNYuIAUGgCVeAKmNSwiAk3mpLm5iAFdAmpsxuher63xYGwTjOq0/ECluIRO3HCBJp7980x12yzNuzTT/ssdDo8v7rI7597kV6a+tONlntiY8Ury0Jtpsl8IOTBtd7OfWVZht967D79lvnD9dDzZaHKiwY6jk0tnJcRjSOsbba8hrFi0XKtNG/wc1WOYhVWqTHX7svF4vWInr2eyTWM1+0Z4NswM6qXF0T7RmRvL6qquI+P+R5u1KiscX1VYi0Wi8Xy2ia82sKysoZjC1tpFYkjNVrluZKOg8gLdNebzUKnhUbhuyHr2QXIpUzLIXW3QZGVaAdq1PA8l+1hQl4qplstSl1yZm1DbGz32eoNhCfkWpJmE1r5zyR5+e2BIztp+dJKqJGQJFpdZpg0u4FBlfkDdAHCYyryiGNNs56gE4kqfRRQIGkKTVtrhpgbDQcTntNoNZFCsDTomW0JSNOYw5MzHJyc5JFDx+lEEQ0/ZHFrE9+RnN7e5FCry3QUsTUaEXrLfOX8aXelvy2245jNZBg0nEC88+BR/9TmhjixtiS+/a778LVgptbEdR20Ugi5e3sTxzG+7+M4lxRhX3ulL9liuZNYsWi5Vq41dLG65l8eZioxxcgczNV/L2rP9qspxJdjbwfft2G8jHVMGOoCxtvoYkTjnZqpq8JuqxCgy5ddy7j2rlMVbHs11WTB5KzMYIrjWCwWi+Ubn/RqC/3QCEYhQcpd+9Px9pHlWq6VS7oo6asSZ1AM3C+e/zx3Td1N3amxniypRA3KvHDJR648OnncIYdYjqj7TR48uB+ExnEkaZqL7eFWSG3oB/X04eMLs/1hltVUXhwfJPF8q9sZPL+47BXGq3jRvrlCclmRb8wtQYYxe3tElXCAkl7hMiFgsqnIhCAdmOjUAeAJB18XbGMMpguEQuJqTaJVZZtdAM+vsRMnfPHsKe6bnNcHO9MiyXPO93cY6pw8U6w4PV5cW+J8b4fV4Q5aOOJ8b5skSzg0OSPfe/Au7+jktNwXLrE5M8M7Dhzjnn2zOK6LJyVSvtRsZ1mGHwQ4u8tmsLbZ8hrGikXLtfLoNa63V+SYGtS7yCusU70vMSkIV+p5eDkexsN2GBNl0h9/thKJ2TWO9VZQCV+55/nVijxu0jYOYaJzLBaLxfL64AOvtIKze6d3MT2kl2+WunTkdDgnNnpbcmcnE/Vu4NXUPtJhSE+s8rsrvytlGMtZdX++vvWcbEYThJ5P2+3i4OB4VTgohH7Akc4Bd3m02FxfXz9SZMXg8NTUYHlzszyzvOo60pmouzLfKS4Vhn11pUAgwRXnWoWk4Uv2z7QZLG2zuBxRAIGQ1IQg1oodXdJBMCsFW0oxwoSpxvFIjbQqyZF4lA3hiPvnF2QvjlF5ieu71MOI0Pe4sLWBKDUn15c5t7WO63g8v7pEUSjesnAAhCAuSh4+sMD9UwvOixurzE91uT88yLGZWSYbbVwhyMuSoijwXfMF6D11fbI0xQsCXCMYD3Id/ZQtltuNFYuWa6XKibiW3MIqhkRhfmM5RsBF7Ba4uRIeJoT0Sh65vUhMZEklLg+N95dgvI7dVxjfraQShyVmxjdg9zxca17mrWICUzX1N+7gGCwWi8Vy83jv+Pnl7YvpLwFy1zbnJK5wZE4+kfc3nahI/NLxm7LdrdPx22zoDfxoxJABnQncPB+Vq/0L8kDrsHQ97+KmxXh+Ny9yAt+VG+eofeWFpbzTCOXRuZlDEl2eXllNO416gCond7b7VxrhmAJj1v3xYw8qQ0qfPFOs7cSIsmSE0NrUr2FDlWyPVz2EoDNuyNgDcq0p0MY2e5QSkntn58J64Be94cg91JlWa6OB/N1Tz1EohSMd7u/sZyJqkBY5pzdX8RzoJyVL/R6HO5N804GjHO7O0KnXWOh0qXsBG0lMw/Nwqxo8WpNm2UWxeHkB2DxNkWGIFKKDsc2/fZWTY7HcMaxYtFwrlUfqWsROjhF+EsapBObK7/HK3sOqYuor1UsTmPBTH/M7riJOdtgVpTdTmFVG9mrb3BuCW+UYZuwKxmpMV6oIezuQwJ/AikWLxWJ5vTAaP1/ZNmUaMmGsbnSpbVZKlSfXLniFwsNzWVofuPF8zFRjkjjZ5FD7KBLBdDgrdvI1ta1Pq1mxzx+mI+p+fW9hUsqi4Jmls3zhhefFudWNerMRBkrjPLt4WqZp5p1dW+9tx2nkQjHdrHlL/dEVh7s7v3zZbYI0eYkpEPVj6p7DTl6KALQqFblAhOPhDAGNIkORGIV80TbPNdpiczTwFre2somw7uda6U4jUjtxLN914KgSGnF2Z0Os9Qd8+cJpaq7HfKfDMEuZajZMSC+SyXqT1d42tcDj4OQMoetQoHAcI6Q14GpBM6pdPASNRjgulLtZPWmaEIWRA/zXWLFoeY1ixaLlWvkZ4G9d47rjsmUXBVblKbx4rb/CZ6pciuqz18LeFh3ueLsBZh71ZhdyuRZxt3d5JQ6radIqh/FKOZ23k2tqhmyxWCyWbwj+OfDXXnZpZbmMhjGF0zSoDJVmSNdFiABV5kVa046canWcOE94+sQG9dYMrS46L3Oxli66CiHYqKG2d/imwz5z3Qk0ikKXaK9Ahju4keLAbNdxcPSFzTUhpHAdx4mKPA/U2Me5cVWhCC+dT951jQL00Yi8JGRcH1VATezmn5SIcU6KrLyNotpqIB3laKmEENn5zQ1vNBoWnWbD2d921fmdLWZaTdGpN3AcyUJ7kuX+Bo50eGj2IIHrkhQFByYn8QOP1dEOE7UGTd9HCkG33iK66EUEvEuPQyCIfB+lNXmSotCwW+jmnpf9Di2WO8ydDImzfGPxrzERHddC9bvSe15XYaIOV/Ysij3rXquQqgToFrDNbgjr3u1dC4prE5evVOSnyspPMSJxEePp3GE3f7HaTiWkbzeTQgj7/95isVheH/wsV7HNSgpU1YipsosKlcSQxjhBHR3USRy001tWzvmVNU5sPs0Xdj7N51Z/lWc3vibyUuCptixKJZ7a+hpKxLRrux40ISDNEva1unzbAw9w34EFkRaxCoNw6+EjR3eCml+2Gg1nplETlZG8OhdNlDIDdva+h4MxtvUoou5Jmr5bpAiK8YnYRpFLiQAic8glkJWQ9Uf9rJBqySlUr+25O7PtdiG0EPOttpis1ctO2FC+62hHCB6Y3899+w6wEw/Z15mgU69zsNtlcWsLWZS8/577UUqRjz2FgeMixdVuPSRojdQQoImASLpVgZ8uJxatbba8JrE/TMs1obXeAP4V1ydwKu8i7FYIfTlv9o0IJ4URic9jxNmI3X5F1+M1v9aQ0MtFbpWpv7fOdzl+bIzH0hqvN8L0OczHnym4M2JxH3c2p9NisVgsN4lPPaLWgP+bl7EnRQZ5CWpseYpUk2daCIkWApWnqGxT536IP3U8odUF0dxhZl8CzR79cqhXdrbBKfFcyWZ2mlHr65xOniQjRSJRuiQvNV85+yITdY8HDk2qex6QW5Md73kpvGyi1hwEnj9aHYzgSrZZK/O4DA/EviCgBgTCeAs7vglHTWjjETDbnuTg5JQr0OPwUxCgzquSDdAlukofKYGi5kfrc7X68OHjdzXvmj+ojuybj++bnYsnao0cAVP1Zrm/2dWNoEY9CDncnSQvS9p+jbum53Adj/3tDvcfPEw7bCAElMqM3XecS0JzL0cgIFWQFpTCAelRCkWSpCRJPMs3dm9oy+sYG4ZquR5+BhNXf9W+Tnu4vBKoj7mWV3kTe7mRsEyNCT09igk/NYXPrn8S5Hr2vVf8VkV8xJ595xgPaoPdCdAA412ssvYrcXonJms8YBJYvwP7tlgsFsvN558AP8JL21LhMg6JcaBMQGkoQUYBMnIa7OwMQBJ4Edpr98vS7zmKknathZvXOb++LDZq6zR0xrbYoFafImadpXSRY/otpDrhdPw0kWxydOpupKpxpDuv4rKsD5dPHg0n3ODQVCv+4pkTQC7Bu7R9lNagYzNAYW4tQoxx9YUUcZozAgIEBZqtzPglJQpPuoyynMFgpOsYI5uD9oNQO2miMhDp2Da3vTALXSceFVlzOmx657e21VSj7r9t7tB2I4q8o919/kStJnKtpOc4ouO5nN1cpx1FvOvI3TQcn7nWBI0woOkHdKMGvpQ0pvZdVSDuRVMS67J6geM6lFmG1iVpkfphGHUwE80Wy2sKKxYt18MLmDYV1yoW96Ix3rSSVy5ec624mBYa9fHrcLz9y4XozWSv97DKQayK6zwLXADuG4+pEpRVtv7FsuW3cHyvRNWz0WKxWCyvD76OqevyErEooz2zksJoM3dsATxcgggtQ0pHilIp17uQn6ShOnjSpRlKJiYdFqJ5NtMLZGrEveFhXOkTlDXQAiHB1R5KlAQ+pHHJF0+e9U4trTpfOXG+tt4fMciSYJTGClyTM1mNDfCEJNW+aQSJmWWthRG9JKav1cWbjVQrpIDAdYnzAl8OmAi6eMKh8D2ReA77h4NiSym1lSZOdpltzsviwtGJqXtdIZqHJifV4va2Xl1eK76cFd5d8wfEmxcOoLXSUmvVabQc3xWsDPocmJhif3eSjX4P7ToEjs9sYwKlzbz01YTi3gIFeV7geVUssGtCrXIHJCRZnzjrO/VaM7qVNy8Wy41iw1At10MKnLnBz1Yp9pVn7WZRGYO91UqrHMmbyd6ekQ67FVgzjAjOME1178K0qNjbb7ESlTlGbKfcubzFKkTWYrFYLK8PUuDsK64VgBMIpCNAQqq3COpaNLvCdUK8rFBSpYIW+8h0QV4k+J5COoKRGND1p9kXHcBVAbg5pSrQGuZqx5kNj1BjgsWtHS6sb9FPU3lgZsadbjf0O+8+pu+fPy4lXlUNHKhCbDRIDyEcfKARRtQc72LORxRGTDkODaAZRRyZnSGQgkJpRnlJ6Ug9P9FWC90ux+YW3A6uK1IEORmQo8nmZTh9tN6+ezgYdnVZqs3BoJxvtORc0HQmhF9O12r57518bnB2az2t+X65NtjW4Oj3HjrO/MQE/TRGuhKpCxbaHTzfx5fyisY7znM2BwOU1pfkt1RCESAIPao5bccBISRB0Cw8x7cRP5bXJNazaLlmtNZaCPEfgLe/is1IjLi62b+9vdu9FZMgl+c1VoI0ZjdPcoJd4ehhvJ6bGJHYHq9XVYKtDObtroqqgMOY4jsWi8Vi+QbnU48o/fgT8peAtwDoElAgLndTaRAlFxs6yT3mx/GQoqbKLJfOjloFnaF0xkBtU0865OQ0nBqhrBP50+yM+mzXtpjwu6Alp1a3ePbceVq1JnMTEwSuh5zqUhTINE+LPM8dXyATvTuYUueUwicUgiMzM6xsbbOdxDw82+XA1DRfPXuaNM/xhcOAEidJOLW8Sq407ahG6YAutFjZ6omZmQ47o5hEaBl5aASjuYku6SAWUulOAzcfFUn6YHcuqPlhSzts7X/gUDbX7bR91xu9ee5gVAsCtIOS0hESRUaJyBXFuChNs9ZECoFC47zMbYbWCuGIKxa6cVwXIQRCQDS+E8hLie9HBH6ogIPA0g3/ECyWW4QVi5br5f8P/GVeXajnrfjdVeXSqgqpt8NrLsb7zTDHlGFE2Nz4tcNu+kVt/Fx5V6+n6uvNZAicvwP7tVgsFsut4x8Bfwlw1TgG03FNpdKLVPE9VSeKy4JWiwLnTHGCyL+PA7W7WC+X2BxuIVWLooTzvXWmpp7GSyY4vXOOWfc+vEaTfpJxYnmZKAw5NDNDmmasjvoUackoS5wXl5blIBmJbqteLu0MHU0BOgfhmoqlns/2YIjUJZ3Ax3Fd0jSl1CUODm0/JHJd8qKgE9YYkJIBw8GQoCbxEagyI2zklC0QO4hpN3A8yDfJPVcVea6i5U67Nbe6veU6UgaDIg/aQajTvKw/sP9gGbiepzXBdn8olRC0ggghJL50iKTEc3ZvW+RVTHfND6gRXFLeLysKfNdFeB5jHX/xBsFzArwoABhgJ3Etr1GsWLRcF1rrLSHEInDo1WyGKwula2l8f7Vtwq7H7naFWEeYNIsEc7FvYPLsnfGyFkYwelwavnqnWGe3IqvFYrFYXgd86hG1+vgTcgVYkONSci+bTlclAo6XZ/G4VHmC7k42xDBNWUyXyNlEkxA4QoXaRzu+3Bjt0PYy7po+TOB59PKY2VaL6NhRNvp9PFdx/5F5hCx58sxZvuOtD+hnzk3ymS89pc5vrEtjqPPxIARaa7ayFLKUluNwfHofnnBIhGKq3sJDkAhFPYjQWqFyRVKm9ArNtBswSHPu7kyTbWX0akOcoiSIfCa9Zm0kczkX1ZOHphdGM612fWuU9BbPnPcOT01H9x0+1Jyst6LnV5fd4bk8FI5yF1pdUaLZSGPiLObI5AzNeogub8Bk7olR9V0XHJdiz2mvvppSFcTpDqHfXHMdP73+HVkstx4rFi03wl8H/q9X8fkricVK5BXcWAGWap5073Zux++7qvBa5Sg2MHmJG+P3JzBCcdw/+I6igS9hK6FaLBbL65H/Dfh74kqdjK+CK8azmD7MBvtp6v3U0iaJmGBLLaoLawmi7Rd+lPjb5Qrnsx2OygytIXQVMoTJoMHS+jov7vSYbjXpJwWrWz0mGxMi9INgbqqjRknCuZ1egfbdi0pW7N4OSCGohwGeFHRbdXJVsNbrsxQPaHgegZRM+jXAodQ5m3lCN3JQoQOZS5i3OTLTZGM7oRY0faESLR0FRVmUuW49fPhY/+7W5Pp0ra2aU8321mjgvunAXNCtT8iiVFzob9MMIw63OwSeRz/P6ALSrcz8S024UgqkoNQaV1zB5ygkpQCnLKgCsqqwLA0UZcog3VJCyN9zHX/r+r45i+X2YMWi5Ub4l8BfBWZv8PNX8qxVfZBeTaXOBCPaPK5cOOZmhadevh2ByU9sYMI8u+O/77Q4vBK/obW2nkWLxWJ5/fFPgJ8Cpq+2Uh5rCoyB8j0IwgiNTzzqiVSMmGsKslHBIB/gFoE8Nr2vdOsd/4u9z+A7NRqEpGnCtj5HXTqkRYgsJc1mg7X+iC+fPEmpNKO04IWlFbQQaei4RcNx/RnPLVfzYs+9p6QhpQ6CUNQdn2eXljjSnSLyI0LhUhQFM16EcDQTYYPQdVnwXdqDEQMUTcdDo3E8lxkvVK4npQgFDcelm0QiCv1GkZX1bBAP4zjuzO6bbPQdLdI8oScKGkiGRcbZdMChRpdhkTHZaDAd1snKDCEEpVI40ph8x/EoL/M0ilEGQlCGLq6QFOPiNo4Q41Cp8a1AqaAs0L5vvIxKoZVDM5oXkRf8F47PW9tseU1ixaLlutFaKyHEh4F/f7M3/So/X1UnDdlTce2y5a+0/2sReC+3HYERia9FFObc3Mm2HRaLxWK5RXzqEaUef0L+WeBfXcv6GkhzkG4CeYInwC8Czg9PcG74HKssk/ZdZhjpCeHhUudu/610azO01Qwbg01GGx2mawGxPoVUIf0kZnlzxFy3Tuj7nFtdJdel+PqF88pVjntodp9YPXdpDZd6vS6mgzoboz7r8ZDReslbHId97RZ5WdBPUu1IKRCCKAjo1hr0agnCFXSDiE5UR0qJWyrZL7aJ6iUiF5zLhxytBRyZmRPNMGhkacLyQEPNJ45jgiCgLzRxOmBne8AhWdf7ZvaJneGIdhBSC0wVGkdKlFJkWUZ4WeMwKSUU4KEgMrcGEkyPEiEQWoGGfhxTxCM6UY00jgmiiMz0jFRCi2xj0C+vqvAtljuIbZ1huVF+CfjNm7xNl12RdyOixsXkCV5JKFZcbbtVD8XXIzHwInD6Do/DYrFYLLeOTwFPXG0FLxIEe0rUqVyjx1n2qZPhO3Xa/gwODmubF1hSz7ujIlVzHGCYjdTXFl/gwmCV3k7O0lqPZy+c5beffoEzKxscmZlmuh2xMN3lfW++l7sXZik1TjzKw1QX5cpOXwigHvgXZ2ZX+n2+vr6s10ZDcmArTXh++QJZURI4Lo1aJPIiLT1XMtVoMFWvs9Cd4MjEJLOtCVxHEvkegedT81rUihZRIZis1fGFZHNni814QFwoCp2Dhk6nSy/N2djc4Vity5QMEEjRjUIcIfna0hJZnlMUBWVZIqXE865Q169UUPfBFKlBa40UwojICiHoZyk78QitNVprRqMBrucgpRiVghNIce5VfOcWyy3FehYtN8S4jcZfAH4D04D+VW+SSz17Vajn9YRyanZ/0y8nGF9pe9eZ7XFdXKvn8laQAL8PfOUO7d9isVgst5hxG40/B/waua4hMEmJlyFdgZubcNS0gFCaYt0z7iH6g5gNtUWpcyZmWlrFpd7uJSIplwmdaTW8MC1mDzTF3FSDVjPgzMYW8cihPtugVIpDc1O4/ggnU9x/eD9nV9cII99d2+wJAWXoOxzeN82F9U36oxgfcD1fFHl2sQjMcpaiFs8SOT4PHT1GeHBBBkqjc9iMY4qyoO75hJ5P3Q9QgNIFw0FKJAJmDnQ5iMDRUKQFjSAkz1Pw6oCmGCZ4g4ymHxLg6HfsPyqEL6kLjyNzM6yNhkz4EUiJUhpKheNc4fZASoo8xxUOJAV4Dji751sLQYlgpjWB0Mrc6GhFfzBACod6FI0C+EKT6Kmb/FOwWG4a1rNoeTV8HfgYNy+0sRKHN7o9hWlOnGFE3ytt5/LlGi5Wtr6ad/J6qYTwnfJaakxRG9syw2KxWF7/POWd03/7Ypffl8GLxPgmUKBygYfLdHOWbjCNKAP8bB9zwV20orY8239GrMYXtBJ98dDhI6Sp4uTqKpnXZ649y4OHDnHX3CyO46AKxWgoqHlN+oMRjpTlgclOGkGq0E6SjfTplTX6SUIJ1AMT2xlIj/Y4iLPhusy3JpjrdEjTVE94gQ5yqRwh9FStxnx7glA6uI7E9zw818ULPOq1iFotIPR9JuoNmrU6jXoNz3EoEOgkQ+aavD9EjxIdFej+dq90hDAeRNehHkYsNNsUhZGuqxubbPf6Vz6JGty0hDiFvERcVoJWCQHSQWpFnMZorXCkQ6Nex/c8jenFfA6bImJ5DWM9i5YbZpy7+JuYVhETr3Jz1RVW73l9vV44h91Q0pKrewkr4Vato/e83nvRvhnewKodyJ0yBlvAGeAE0LtDY7BYLBbLbeBTjyj1Jz4jfnXjPv57KtusNMhdU1YWkOXgIcwMrYacnOXBKRIx5EBrliw+ygu9LwsZFuCW2hc1HQQNEY8KcSH5Ol09xYWNJm/fdy86CmjUIlzH5clTZ1leWUNKlxc3LpAWpZunSu/f1yqeXukVELjDNKPlmJndwA9I4phWu0kWj8qWFsxMTjqH2h1ypbXrOgTSk07D19vDPp7jEvkBTcdDKY3vOZSlJnB8vAkXrTWuFOA7dHDZ8iVJP6YVRui0IMl6TDTaHG1P6rIo5FSzpV1cpho1ppoTKK0ZxjFpViJ9D6VK3LFXsSgVrrPHz5IXsNKDQsGB7iXnGEAqhRCatCjoDQc4joPvCjzHRcA2cBZ4AVNF3WJ5TWLFouXV8jVMKOp3YSqZvhphVQmzG/XqVRVVK1F2NaFXicSXC3e9meGilafyToWgnsK08pgAapiKrRaLxWJ5nbLzTr6K4Ddw+S4S7aMRSD3uBi9Q43jPElMR1bwuOTt4GilDVotzSCKSYJVRvqqVg9jZUjrZXuTMxj4OHaohygBVepxYPo/OIzb6TZa2tvn9516k7rmkRUKapig8iVR5qT1tjHOMT8SxA/sZ9Ib04xS0EX1u6TsLE1O4jqNSpWU7DEXd91FKk6kSPwzGwk0gXJdu4IMX4EqgKFGpoihy6u3OOD9G4AqJdiSeG9JpByytLDPo9/TRqKOOHD+mVVkiMqjXaiRZghCaPC/xfRdXShq1Oo1GDeASoagAGbhGJPYTCB2KskSh8B1vvHfGx+YxPdFFSodBMqQe1Iii6ATGNncw9RZGt/ZXYbHcGDYM1fKq0FpnwE9iGtK/WjFUfb7ywt1IGWkH02/x8nBWddnzy71XhYxm7Iq8Gy1nXR1DPH5dbfN2kmPuB/qYcuq127x/i8Visdxm/v0HdEpTfARPjKreDbIP7hqgNF5ojKXE/OOMq3yeUs9RyIIVdZoXNr5Ef6lJwIxoyBpJrmS/j/bCMq/7IdvqLINsk2GSM9tps6/TRpclrXaNBMX+hXnmuvtY6Q2YbLfdjSQNHJAQaddx0IUAhJr0a0yGgZrwauxrdunUIlX3AiLpqlKXbIyGrPd3dKkKLbUsRmlaDuK4HPT6+TAvoSjBgc3BDv00wVWCpisotMOwN2JrcR2SnHinTx6neE5IsxEW+/ZNxdpFn1xbLpxAqv5gxNZ2j7WtHfrDEb5vBF+zUcOREq0vDQ66eAMduDDVAMfBdRykdM1NRJGT5TlZlqEBzzVdvSI/pFBFVpSFwngXZ7k5tR8slluC9Sxabgangf8J+MvAgT3vV16+6/2dVWGbBa8cTno5lwtOtWd77Hmu2kxdHu6q2A1nrR7Xuv/L+y9qTGEZd3wcLrd/gkYCk5hZy3PcYa+iEOLXgQeA92itn7+TY7FYLJbXOS8A/xO++CnggIo1QkIgamUgIr3jbrqqsoSAxKUp27yQf4lClnhBRLLuIIeC8ydDhjs1/ZYHa3IYnyyE7JZ3zx925sIO9bKk1XRpBB7vftNdPHR0gV979vd56sULtOsRx2c7HN03z3SzybNnzsml9W3dK3KVpInuhjWZ6ZK7WpOy5ruUuS4CN3BmW02tFGJU5kSuhyukDoSUQlE2fF8maSak6zuekOi8IMkzcB1qGmq4xKOcwSimv9MjS1Kl80LW6xHp+g413y8d3U7Wtzfd/d6+sttqO0pruby0ysL8LL6AzTxmY2eTPCnptps0Gg36wyG+71MLgkurnV6GKwSZKlkd9OmEEUqZwjaB7+NIB0c65nQLOYnp0fwUZsL9jvFTj3/vbwL3Ae/82Kd+8dSdHIvltYf1LFpeNdrwL4DHuDSMQmBEWcL1edTU+HM3UhSmCj2tCtVUYnOvp3Hv+5eHqlbC0OX68yar/096z+uqK5PChOlqbm/uYoJpmfEl4Le11peEuYjLs/FvEUKInxdC9IB3YXpR/j+3Y78Wi8XyRuVTjyj9qUfUzwEfJNEJEchuRCiaQgqnyDRJJnZtc012mfePobXAQxJENbpTHmWhiBOXOENtxduFP7OpL6hny3IU0KBJ2M7wahnSc+hOtChx8HSD5fU1Pv/80yyOTnFq7bze350UR/fNlrOT3bIZRuVOMnJ2slh4wtVFWbK+M1CBdgpHIIRwtO+5wkFQcz0d+b70g5CgHrmOK4UnJY2wRqlNEZkoiui229yzbx8ukq3ldeL1bSaikMl2V7734Yc5uG9Oi1wx2Bw4G2vb4clz50niRLejml9mpR4kMUhotVqkquDs0gr9YUySFaRpzihOKcvdIja9weBiEZwKpRRxlqKUohnVCYMQpTUbO1torcnznCzPyIsiGcSjk6UqvwD8Fsfn473b+egnPn5bbPNPPf69v/BTj39vD/gmjHD95O3Yr+UbC+tZtNw0tNbPCiF+DPjnGJFUzVlW4ixjN0T0ajjjz96IJ65avwodDdkVhJVgNDXCdwXllTyHN3KhrjyLe3Mvy/F71fvleNn1tgW5UfqYnMUmcFQIsTT+uwe0gJoQ4tw4nPimMhaivw/czaWFhEbAQzd7fxaLxWK5Ik+i+OMU/NPQiYKMYZ6qlI7f1qPhTslQ52VN+P08EQ4+U+zjAi9Qd1wmZlyyzZKonVF3u04aD4p65rq1sJDn+ueQfsp90V2o1GUtX0eXHWqex0JninsWDrG0uQ5KszPIZac2pJcPs4WpCdFuNsInT57WgzIWbz1yVDSCSK9v7ai0KIMsTcswGaqZ5oTTrdUvTmrmZY6npFCAdB1KISiKjFJL6p6HyHOGriQKajiBQtQdvEaA1KUKXVfWwlCvkglfKT1Xr5X9OJZxPJKeBAWqttBklCcyzzPhFoJ8pJAe1Go1At9jqtPGc72LYjGKoouFby4iJWmRkReKWhQhAM9xcR2HYZoitKLUCiHkjh8Ep9Iib+dleuwL//nTK587/Xzzu+99S6/UqukIWf/oJz5+7iMf+vBNt80/9fj3SswE8nEutc1D4B03e3+Wb3ysWLTcbD4N/A3gRzFVOCNgDpPArTCerugVtlGJuZ3xuuHVV3/JZyux5vLS0FDYFWniCsuuZz+Xi71KEO4NeQ3Y9ZSOxmN6tYWArgcJtDEtRe4Glsb7DoB9wBo32dMphPhm4BPAUS7tm7kCHNOXJ35YLBaL5ZYx7r34SyT6bw7irT86w8LGIByEbW/ffNIfTKiyKIrEVYe8h6J3TL+ftbVF6qqLh2BQLqG9LeYORPhDX69vee766UZ/7v5aOBuF4VQ0g0imGLgJOAKBxHNcWmGNew/Mk5eKJ55/jnsXpnSZFPrhQwdkngj3K2fP6ulmQ3RqTXRRslkM6IaR2BqMdOkKETie1IAU4qIVdx1JUWqKLEdrTVmMcFyXoswZ7vTYThMi4ei7Dh4WiZMzWO3hOQVuhjyXLOkSRKteI89TsbbdCwLHVa4QxcbKheFEfdJvdwK3HYVicXWNXm/IytoaU5NtXClQWuP7/iWG27tC30UJTNSaZGXJYDTECQVh4BP4XQpVkGYlw+EQ4bpus95obg2H3bVR756mHy4Dou4HQanUvrrvr/bS5KbWOPipx7/3W4C/DxzjUtu8BNz1sU/9orXNlitixaLlpqK1zoUQfwf4T5gL0vuAt7EbhloJqKuJtMoLeL0J33sFXCUUKw9ftb+9OY1wYwVn9u7ncjGaj1/vzXvUGLHmjR+3syrqJCa85CsYT+J5jGF4B6b34tNa6xst4HMRIcQfA/48cJhLxX0B/A7wnVYkWiwWy53hU4+o7PEn5N9eeNr5xdHx7aO5r98XZO5bnUZ4SOUD7XuF83Dz4aAetuXR8AHkSJLQY4dtFmr343ltklopBtmaMyx3aksbk6LdPMJEt8aU7LCUnaYRReR6kkbUIAxM+Oo9+2dZ2VnSSmnx3Mom77r7iONHSk+3W6UnJboUTpYrnRWljD0pfN+VWZHju666aFglRF4IriAexGilcT2XIi9AgOM4pDsJvnRUvVOTO8MeozhRqS/kqN9DDFJo1gqlHDHfaDuL26siiVMRtT29uLSeDvqL3qI/dA7pBfHsuZOcPb/EXccOojQkScLG9jbtZpOsKMiznE67iRAChWaQJkReYMKHpESVJVme4/sejTC8WDRBacXm9jZSCGTqsrWzNdVtTbwr8LyvBo7beWFt5Ryw9MknP/9OT8qVXKmnP/KhDxcv931eKz/1+Pf+ceC/58q2+XPAd1mRaHklrFi03HTG/RefxYQ6rgHPAt+C8RJOYzxar0RVEOZahNXeMNO97+0NC43H2/O4+bm6e/Mkq5DTYrwvMMKxEr53on3GCOPl9TAe3hJ4C7AMrAghntNab17PBoUQdeAvAn8U4znee05LTGGFv6y1/o+vevQWi8ViedV86hGlHkc+A8O+wFmd1nPPFyJ/73lxMopEa9/9k2/et1A7TL/1bs7HpxnoZXq6hxQ+Xa9O4En8SVWOtrfdOA/FycU1RHaKjckBza5ip4iJhzlBeoBmzaeg0L9/4qzQ2hdFoQl9h1GZEbhxiSPkVLtNJP1+IB1vJ0m9QAspXYdcKXzXuzjuQLokcYIfeQih8UIfBMhSkscpGk2RZritULpIXC1p4rM92tHD9b6YbjRVt9kRvSyTz546V4is8FoNR7tR6PSHo/rKxgDHy8WzJ86xtrHJ9MwkaVpQC2qMkoTBYES71cIBvCi8GIaqtabmmbEMR0MCzyfOMrI8Z8Jt4ns+23FMnGckwwH90YBGrU6pciZaLULfG2ZFvikdx++EUbcTRGorjd+SK3VBwOpHP/Hx5z7yoQ9fl23+xJ/5cHNp8fxfVGXxo5gqq5fb5ueBn/zYp37xl1/t78nyxsGKRcutoonxZJ3A5M11gHdivFkvV+H08tDOfPzaf4V9XalHosTkSMKup6+yPnuF5I0Ix2p/VU5mMR5j1WqjEqh7ReztylG8HAe4BziIKdE9iQlLbbAraFeFELHWOn65jQghjgN/BPhBTMXby73DVZuQXwb+1Hj7qzf5WCwWi8Xy6mgB9R8/9JEXz8XP958/8cX2seTwu9VUsF4MsjJ1Cme13+Nw7X7i4Q55mdGq1XRa9kSZBxSp1I4riiiQMvALb32wxbHuIQ75hwmciHOjbb6y+DSTtUnum10Qn//6Cb525gJ1P+DNhw8JkTsyopt2w4GbpJkMXM8Nfc/TWghXOloVhQqkI9095UazokQLyPMCvafpvZCCoiih1ESdCOG4pMOYeNQvtRTkw6zoTk746SArv/7MaRU7Q6nKXB/uHtIv9k+wtnFezIl9ct+BlnCHDRaH29Qjl4absLS2zL3H7iIMQ/bPz+I5Eo1ECBiNRjieSzAWimmeEQURnuviOC6ZX1AWBanWBK6DQFKf6FALQ6KoRlrPcV3HCfzgPqX04ckg2trw/MluWG9tpXHdg/uPTs6KmVZ7mROL8eXFby7hxOI9ZVn+ka2tzR/o7WwdqtXrgSOlABdVFrBrm38J+BDWNltuACsWLbeKBHNB2o9pBv9bwIPAApcKxcobd3m4aMFukZvrpRJtNXYL3VThppVwK3j1HsZKCFaicYg5tuohLlv3TlF5UxuYGwUH4+XVQBfjGVwWQmwDF8brPIwRmW/GnMfLx19ichBPAD8HfAYjmC+MnyOur+WJxWKxWG49ccOZWH9n9wMLC/GxiS/yH397Ipx/s5De/p1iyTko7+Ztsw+TF/eXtawpn+K3xWpyXici5rB7LzOtnorEm0rpghbb5Ist1vrbHN43pBV2qNcEDxzbx0J0jDPnN4izknatwdREgyOzM2q4E6s0p9bELzZGfeGHUoVRHVyNArmZJQUIsb9RF0VmzHdQC0BrkjQFIPQ8kjRHaHA9B41Cui6D7QFhKkgHCaUvCepe2fTDfGVbDbxa02/VtNNb7zt5UYrRmkB4AWvhQPSShHqZsN3rMzvVYn7fHKvbCb7ncWhuBqG1CTFFUJaKr584zb7JCRbm55BCUJYl0pUoNFmZEycJq1vrdFsT7OtMkZcFUgpKpcnyjFoQ4ph8R1dpXRdS1ifCWtvTUkZCRrFW+sLG+mQ7DA+u9XbOO08Oht1a4zzGXj8IvAm4HxOxJMqyIE8TwjBgZt/+8oVnv7aBsc3/2H3Pe3+zXF729IsnLmDCUK1ttlw3Vixabgla60wI0QfmgbezW+Tl/GWrOhhBl2C8VdVrgbmoVVVUBbuewWtBYUJPq31sA1Pjfezt/XilQjXXQjYeT9ULcm+l0xgjsG5027eCyjhMXPb+0fFjL1fy/GpgA1Pd9OeAX8eI4wmMOFwerxcxbtehtb6pyfkWi8VieXV86hGVaZZ6q8m5b/KK4G3fd89P8NTpXy8e6T5+YbI9j+u5uGWNfpk4b06P5WdXnojPBoQJwl9treZ+lIiQRpCljvJ9Jz16sCZmaspbSc6IYblCK+rSajXoioDFUHJopsNUo84oS1ne3CYZpWo907nQUvu+55ZKbZ1fW5tu1uuBRKmt3sDNVUkrDAmQOI4kiRNc4SAxeYJZnKJLBRrKRCF9QV4UONLB9528dFJXFWVRDPJyNY7VcCjKOE2LKMjVKHFrve1lXXN8UQ8j+v0R68tDpBghtAbtU4/qPLz/GBPtFq7nm6p141DYMPKZnZ6kFppKp4N4SOgFOK5DWSqKLCeOEzY2Nwm9iGEUE4UhZanwXBfP8ShROGMTW48iKWOYa7Xb7eP3cG9/nqdXzrM9HB4jV8fSLMVTHrGT6igI9hbQq1Ce52+0J7q/v7Kx8rPPq+Q3gYH3ge/sMLbN3/z33gO8JwLi3/ren33xY5/6RWubLdeFFYuWW8ZYMJ4G3oPxap0GvnvvKuxWLa3E1+WtJfY+vxKVyJHsCrmdPdsHLuab7y2Acy3s9XpWJaZr431W4Zz5eFmBmcH7Ruxj2gcWx48R5nv7MqbM9hfG7x/E5J2+yKV9IyPgXuCE1rp3e4dtsVgslmtBMJd1ZXoqWTrznulgsiEnwxdnpw4+NhkcoFQlZKWeimoiWdjvTJ2bz98xVQ9Oxc+VA3dHjNJ1sVA7Ir1GQ+SMHNfL5I5e5rB7D7guK70L3Dv1NhQlXjjg3W+b5IknVtTTp9ZlrzgrkyTzJsN68eDCwZ2pWs1DUORlLGSpVC8ead/zRFP4ajRK0EqIoBbg+h4FJUEQIKUk7o8QSFxPopvoMitFkWRIR2rtiEEZuDWVpXlD+FltIvRFuVXGOztsbeeFIookmW51m8JzHEplbkOUhoNTkxw+ME8Q+tSCCNf1Ob+8TiMKmJkEz3XwHJf52Rm00mitcaWLArI0IUlSdkYDdno9El3w/NJpNvubLEzNEoUBgRugUQwGCe1GA1VopCtM/8WiJAoC5qVD4Dmc3FgFodkYDQil1LpU/SzLzrWbzVV2q8p/GfiSEOILf+t3fmUJOEQt2ud94DsHjG3zRz70Yf3pP/PJOiZS6MTHPvWL1jZbrhsrFi23mueBn8FcqBYwuYyXU7VyKDFVQysvYiVCQq7cAuNqCIyYc8fbrITc5b0Qr1Us7q0WlmLEZxXKmWO8iX128wFfS9XFFDDAiD+JGb8zfr+FOddVMaEQIwafBf7k+DMHgRWt9VAI0Rmvc2FcRXWt2okQospjLG/PYVksFovlRuh//kvPf+6X/+bPvPCd7r1H9r9rblSOGkG+hdAOqhgy6c+xVUMeOnJ/4ASqjJSXPM+zUmd9N6i1aMop5YYyasmuzlQu2uEEq+ka0nFwpMN2sYjwR0T1gum7BrRXFd6Oz7bQ1MOwllO6nuOmvuengfR16DnKEchaGBJ4UmwPhkKGNfxaBE5BmSvyrMTzBWEjQhWm6qh2hfZcTwQyRBUqcbM8jSMnHKwOZVGKUnZF/+yZpR4wgaDhkahSa3dtc3vXeAGQ0+kmtFsRm70RQ9ZwhtvcMztHLYoYjhImJprGQ+g5KKkp8oIwCMhVQTxK8ByXmYkunpYMkiGrSUK+ucGZ5Qscmlng3kPHyMucQpWUiaJ/vl8SMcpH2VA7SDWpk80s8U+uL5fPry43e5SeXj5X2eYIOKqVemGUZX/yf/uDP5Jg6gescHx+yGeYxNjm8x/50Icvsc3s1hiwttlyQ1ixaLmlaK1LIcQpTKz9+zFi6uJidsWag2npEGMuil12PY1Vc/tXKnZTFbXZG2JaeRX1nvdKjMC7nv6Ne1tleJhCMZJdT6UCNjEX5UpE3ukQ1AEmbNQYSjOm3wK+ChwB7sPkP2xjQlHnMGP3gO8bP9aBfwb8ayFEiDFAJ7TWycvs73l2w38tFovF8hqk+80/UP7wNz9y6sXBU92m2/mOnXSrPenNUGyPKDLwJho4rNLotORU1l1+4J5vSb5y8rPRbwz+Tfds/hXnru636oO1tyjPU+VmsSo2i1U/10OO1B6kyEvWyzWEV2N7LWbUPinuu3siv/CV3FnWA2LlatSUW5ZFVmqUEFIneaGl65VtIYrMS4NaBl48IvEErVqDOM/Y2u7TnW7iecbECwESRFivMewPtNPPvSioTW0PtqQrHe06jhomqRKCzXoUhkmRR5PtllpZ27rkXDTqNaKoQAiXwSjH9WvUum0cIahHNbzQRypFlqYoT+E4AUIIhDA5jKpQNKIGnuMwShNKCYdnD+BurTEc9cniIVmecmFjmXpYpxnUB57wvjhYGw63T/YnpC/LbKP8zY3p4ZNPLSwdTrPsAd8P7g+zeDtGHwPmtNZhUZZelqaPK60f/+///T9dnWy1f/bu6fl//fxnFkNMDYEXPvKhD1/JNvcxtnl0a39VltcrVixabgd1TMuMLwI/uuf9y3sd1sZ/V4JyA1NFtSpYk2KEns+lOXVVKOTlYaXVOgFG3FXhrNW61+OtvLxPY9U/MR9vJ8HkRPqYMNQ7nUBeAl/D9FH6HKZVhsAI2uPj5Z8FnsCIyT+I6ce4gPkeKqaAvwD8D+PXGiM0X2KQxp7GV92z0WKxWCy3hfqxxoNTwBemnJkfSuKYeNQnbHSEEoq2t08NyxIZBlGjMa2ODva3a+EfUV9Jfm+7yUQ36W3qfiNRUoepJCjmvfmgE8w4hcio6zZbxY7WoqcP+rMqOtZi/eSLesLRYrIRyCj0dS9L/Mjxp2tBKPp5LAM8XWs2C62kKopY5kVGmuV4TgpC0e7UcT2XMi/IlWlBKBxHaKVxtBS1MJAqy/FcX3fbMiuGWbm2uh1H9XBqX6vtbS9uFIPh6CW2uSgyHjz+EACTnRmEFMzX63jCp9/r47mSwSghyzIOHdxPVpQEnovWsN3ro4UmLTICz2Fr0KfX79OI6qxuLFPmJZnS+EFAmhd87cRXyyOtA089fM/9T0SHwt/e3Nx++OmTJ/TaVr69E2b3JEOdRa77K6ErP5dlDIDvzYri7YngoC7y0FEK13VxHWcmztK/+Pz64l8YH4bCFBR8iW3+juKD1jZbXhVWLFpuFxlmVqt2hWWKXe/fOiYfMMaIrjZG5FRN7atcwyqMsspprKqpViJurwisqoFW+YR9dgvdvFwbj71U61TeQj3eRhUeW/VxbOzZ1838v3V5H8dr8VjmwM8D/wYjuM9iwklb478XMF7HxfF2fxuTW/o4xtvYAmYw4nfvPgWmhcZPv+qjslgsFsudRGBsxTBO0rp0PZqz+5GOR0HOZG26DObreVmU2ouLlbauD1N9fPTm1jTNycmO3onZUP20GOTeXP2IV9Sz8nzynLNT7KiZYF6GuMJtZCIrtaq1EnHwkR7+ck1M6RlqKhDZyPGVpwvtpFoWbu75wRDwPelrb2q2HCWp45QFSil86eJHgRm150BaUCpVKpTjlK4ui1wkqabop/1WLQprdVc9c+GEjvuDtDvVrgmEm1PI4ai4xDZPdSc4sjBH5giSUU4nTzm4b4bVpXWiqEa95hMEAUmaQ+DjS4mDZjiK0WWpd3b6Qvq6LMtSrm2NxGZvmygI2Rn2Ob+8RJymFFlCM6qjy4KnT30tf6Z44ZOb5fbP/9pXPzfxI+94/Kz+jHcozGntzKdnkczFqvhSPBpUtvm3lsvsvdrxf8B3nTd5SrU8rWZchF8Pgr222QF+AJP2Y7HcVKxYtNwO5jAtGCqxczkCc6FrY2bGsvHrBPMbTTAhqvvGr6tt7N1W5SmshN3lArDaR1VQJ7zCOi/HlbyYLsbIDsbPVd/ClzvGG6USuB7Xn2PpYkJMPUwbk+3x2IaY1hgzQKq1XgY2hBCfxpzr3wCexngcPwj8aXZF+xngH77qo7JYLBbLHaXIs9nN5bNv9qNm4kUNgRBIx0VRIKWDFFI2W3WZpmm7PLNxKO6dLxY7yHi9zDqt484o8eNwZWPpjBrNFNGG2xhkMun02R/dJfMiI14dodczfaGxqBpTh8vmdMvdqp1zts5qinQ/M7WD4HrOqMjEZH1CCCGqtk5OGqcIFJHjIbTGDTy00ig0pTLBSALpaKUo8wKk1MpHTRyacX0pc2cnGxzcP1e86e5j9edOn1FLg145BOm5Dnmxm7rnOQ5TM1O8eOY8mZLs67S5sLZJp17D9RxKBUmWMd3tkCQJ6+sb1Ot1hJQ6S9Oi1a55cZ7KPMvFTn8HhSb0fXYGfbYGPQaDAUVe8Otf+h1a9Tr90VCN8q3w//7cf94C3J/9D//36vt/61u31w+sC/1t9RjKt2Bsc/KRD314Bdj4H/7+//ErDeGkUrgzmeM+jda9UDofBP5bBa04iVFwsh5GP3e7f0OWNwZWLFpuB8sYT9x7uLKQqnL/EnZFYofd1hkFJueuZDen8XIKjPfR58p5jdV+HYywuxFBV3kvC4yXdDQeT9XTsdruzfx/JTDiWWGO61o8oWBE7JbWOhVCLLIrbheAvtb6t4UQTXarxKK1ToQQv4oR0m3Md/bL4+dHMeGnL2JE++UtUCwWi8XyDcT6+RMrvc31YXvh3kcCKS/axBJNUabIVMrAD1Q5jLORGzhrM5M7Yd7r1pZ7NeWdK9czP2+KVutwp6Nk1Er87fPhbONeauEC2isog00mt5fzUPXSrWbm5ySeJiepnaRRNCEdAS0h8MjFyJVl0HCkI4UQqCo7RZd4ro9SmjRPL47d8TwCISgLl3ZUE4Hrqe04Ltu1MA60O9q3rzlyjxxkfWm99sQXn4yyvHABtzvRQitNURRkRc7mzg5nz10g9HzedtcRHnrTMZJRSrPZYLo7gSpLpOOA1gShz5kLS8QXlrjv2BHhR35WC0KVbZe+RpYHFw46T73wLK4UDOMYT0oc32VU5KwlQ/p5givE8N4DR7b/0kc/lv74j//o4qA1dH7+h36pAOY5xcmf+V/+5W9/9BMfv8Q2/+//3U8kH/3Exz8DhL6QbQT9muf/SuT6g9V48P4SDpdKn8CIzMXb8duxvLEQWr+WijZaXq8IId4DfAx418us0sPkKDYwYnEHk+fojt/vA8fYFYrBns9WLTL0eHkVOnktoup6q6yW4/GMMELu3Hi8xzF5kbVr3O+1UhWLqQRp9ffL7aMKWb2AOd//GXMOFzBCr/KGwm5l2v6VeiIKIVyMaOxhQlgXgIfG2/4FrbWtrGaxWCzfwGTZ6W/VyI+WJe/0PQdHQi9NKcuS0HGQUmxvnVzavnA+bqTpzlCPhr20vz1bS0aSqZnNQBe9RGVHW2FQE8NVgulZf+K+BwWuJD+3kmfbWz2n6aulrqh9ZftL/spo2fly/9ekLiSTa2+hxb24hGRFznBJ0Om2COqgC61yhQylg8BFj8WdlgItBJ4fUGapKentuIRhrejn6cZ+v5FM1Boi8oPTyfpG9ltffvru7Y1hZ311o6Y1DgLarSYTzTqb2z0mJ1rMHzhCt9vlu955L81aiHY8ev0hk90JfNfM/RZKURYl55fXGAwGHDwwG3eaLbIsV4PhqDZIY3b6W+o3v/p5J/QCji8c5pnTL3Li/CmGKiNTSgdSCinEuU6z9de2+/1PH9g3555dWbzENv/MT/4tMLZZAwOOz7/ENn/0Ex+vbPMOcCjP8wPSce53pDwP/OJHPvRha5stNxXrWbTcLgZcuWxzJW4ijEdrBxMu+RTwbox4dDGexWLP5/aKvKrVRjne3nlM6Ou15Pddj1DMMaJ1GZjFiNLReHz18fKbEYJahZ5WCenVc1UR9mozPNXxdoDvwlQ5/QKmsI2ntd4AGHsV7x2P9yl2BeTuILQuMMIY4EUhxDLmOB/EtEL5+g0cm8VisVheI3h+0GdsU8rBAJUXNFtNksw4trTS9aBVi8tkZSfd2N48cWH5yc7s9HuFKxqTXinSrD+RdvaV9QP7hacPaK21kp50tHDwDs5L2Wp4eeSUdXLdTufPrxVb8y6RV7gjOZpYw93u0uYQnqwTtQtKPyFF47ihREOZlihV4rmuKTzgOfiOD1LgBhFFmaOQedvx+w6seNqd1XHuF643nWvHi5MiijqT+bRCrq4bc9brDxgMhzholD5AMshJvC1EPmCUFNRbU2z3B3iey1RnAqVKdJyQKa1rnlNEU928HtZ1WZb51s6O9D2/jAJPnFruM9ud4tzqEqeXzuooCERYC0mGOZHjVLa5u9Xvfc+B6bm73vmmN3++Nxxsbw96zs/8zL/cADj3sS+15h+fvs8JHTDpIC+xzR/50Icvsc0f/cTHVwSi1mi23zTR7t4NPHPLfjCWNyRWLFpuFx6Xts2oqESfg/k9Fhgv1gRGiO1gPFr+eN2c3Z5BFVV/xip8tY4J4ajy/G5WDqE33vbMeGyrwCmMcLoAzPPqW2bsbfFR9UWqvKgOu4JxL1VoalWFtRLPLYxX0MHMXO7ARY/hHLu5jNfT6uLkeH9rr7SixWKxWF7zOEBba002ikEpItlGCqmUVkJp7ays95yljc1cleXh+MxoIh9txpPNfMtrzBzYrnXD5uS+oj0/nbmI0PUcJ1heJ62FlEFQsjCb7gzjZEKozjcdfWdNntRpzYucJ9Y/w7D2jBSFR32wgCtDopZAM0STUw49kIICOa444OLVXdMvo0KCi4dTKFcKp94SwcxwNBztFGq1kSVnvYJjg1Fxfntr42BTpTr0PREEPnEckyWmb+Lxg12mJtvMTrcQUZfeMKVWV0w0m6hSM4pjyjQl2d7UutGg3Z0gzTO5lQyKTlQPPM+VCO08c+aFcmltSXRakzRqfV44f06EnleORkllx/fa5mZ3YqK3f3rO+54zj55Ye2KjD/Bp95OeDOWcU5Pu/GMzK1y7bdZCylNRVC/CIFi/ib8NiwWwYtFy+xDAoSu8X1UZHWBE0YE9y76I6bdYYzdvcYLd3olVbmKV11f1T6xyC6tiNDez4IyL8XaeH2/7nvG+g/GjYFf83ohorCq0VvkKYs/7lZCsqr7uzcO8vF2Hizl3OcZruwAXPYopRuwuAcuXh5MKIQQmDCbRWu/NaRwKIdbH++0JIfy9yy0Wi8XyDYdDURzI0ozccdC1OkVW4molAZJB3D/7woWwvzM8sLi4IZIkVgvLxRfi1a2pC9uDrYl7DxfBdN4tV7c6Ok0dMTWRb2WF5w83caWgmJ/LxNqGKsu8qC/MOwenjym13GRmuKrONb8uB62vsJYHTKbvwKeGTwOpBZkGtIMeW0BROeYum47t1mqM0kzkWeZuZUl9MIjPylCLla3e8W7RTMusGbr5Oa8/zArHcaSvcbVS7O+0uefe48zPtTm0MMfBhTnq9QZhEBCFAVopFBpVllxY3yKOE9UNAqX7vdT1A6HKXPRHfTGMhyjQq5tbers/0C+eXWRlsOaUSuEkwinRBSXOnjgnT8BkkiSJ1G4t6oX7WzvNCz/+4z/adH7EST/4r/7gqP/8cBFY4fj8Jbb5o5/4+EXb/JEPffii7f3Ihz48/OgnPr66unpBr65e2PnoJ57x9y63WF4tVixabheLXLnwjGbXg9jAXE6fx4RGbo6XNzHFVSJ2hZK/5/MlJr8RjHdxGSOS7mK31cbNEoxVv8eV8fZb7Ba5qdpbXOk4r4Uq/DRj14MK5jyUmDBdb/z8clVl9/59AFOMZgOTWxlj+iZKzLl0gVgIEQJqj/BzMV7SDV7qQdzGfF8ecEAIcVZrPbyxw7VYLBbLHea8LpWnBRRCspEosjjlgF/qMitHg5WNndChUasHol6Pntv30MTT3/H979148Ve/IBqnTjVnJhuHi04jiiaaiNQXOdrL6zXkTgpZocskngo2VtnavJBurK+tLUk/X1tN7/KytuuvPVRmzQtOHq4zSlfRtCmES0iA2whwiUjiHE1JmZXkZUYYmbIFDuM+VVqTqYJeqVSqyuQd+w+tL25tHV/qr7YGw7U4kgOltaMHoKLA9xu1Gvunurh4dLqTzEx1iXwfVSqELqlHAUII/MCnPxiyurVFluc6ikJVC2p5WhalX5aeVBrpOBvnVlZ06IdBLawH89OOn5els9hbAUyhIBTaU66oRzV2sh4ahEQeOL1yYd8//ZV/uyUj52z2PXmCuYeRSZCGn/uVL7r/a/YP4h/6ucdDQH1H8cHKNnsY27w+fuxlG2ObfeDARz/x8TMf+dCHR7f2p2N5o3AzPS4WyxUZl8N+C+ZCdzkpRhzFmBDHbcwFbw14O0bwpONHFaoKu562ypO410PZxOQUCoz4up4wy1ciHW/z8Hh/Xwe+irlwj4C9yeh7/75anmHV8kNhjs/FjDlj99jy8XuVML38/27Vd3IvVeXYk5jiO+/BnM8W4xzG8fJ3At8phPABtNY5cHq8zkWEEA2M2EzG56EH7B+LTYvFYrF8A6FZcoCHs3jkaQWO69AkZy4QJEmaFkrnK1ujeK03OlmfaO/cd/+R0cPvfWjNW117x9xg+0BT6kQLJ29NNF3tSCkmmrhSap9C910/XfJ8kZxfdr04xwubw+20aIo4mfU8VzTVXHGg9y1pu3fM5JdE5yiI0VoyJCYnpiwLfFfialBlSejvFkLPs5wkV6wNB2RJQq/XTwaLm2owHB1ePbWsNr567uvDjc2vem6xMbdvMg4Dr4jThLLM2T8zp+4//ib9toce4sDklG41GzQaDXzfJ81z1re2WNvYIk4yhaKU0i077baT5ZmI43iohchqUV0EvuvpQqQqL+M0HQ6KslQz3amLk7aBF4DElY7UXrDrmylRcZpl9c3ezosrUxsz283ee4CDpVu2fuvbf3fr9979ZTeIgzCeKt5ZROo7Pu1+0gcYewvPAFt7v8ePfuLjDYyNr2xzHyMYrW223BSsZ9FyO1CYHLnL36sKwlzACJrjGIHyPPAZjCh7F7tiqmp4n7MrPCuRVAnOGCMYu+yKzCY3z7soMZ69anbvAkbQDcbvVxVLK4Fa9XW82v+1gku9gh4m3HaIOe4JdoXy3tYgewNyrtSDsTN+VsAPj/+uGv2ewnhy2+Ptvx1YF0I8q7Xe1FonVxhnNP7MutY6F0JsjMdkSypbLBbLNx4KOIB0yPKULNO0GqGKR3FelEoKpc5nRXHy0JG5u4tRsbZPFs/JYf+zbGwUO6Pi3e7aloq/9mwevPluz/VrshgOcnlu0ZNOgEfpNLXScnMrd0fJsN/qxNtJ2le6nPQ9lUqK1HNazVrygHJGGzIPYyCnJMPDhzgiI8cJQfUzEA6O9JESUtNXEEmBQFLEOUHpuhPNRnh+ZXW29PTGKNJnW/XIlWnWk8IJBaLuOQ41UY6c0aaYuPcuETZabtZbc6c6TTzX3B7EoxHPv3iKlbVt5ueni7mpGdGoBZxZXCpXt9Z8BzmxVqsNmo1GqbVq1xuRrEeRe3LttH9q6ayfZnllD0WhSgCRyoy1/iVzr53xuafI1A8BKqg5y0C2Ob11Emg4ftDZeGvS7TzrP3zfD961wYnF5zg+v/mRD334SpPflW3e+MiHPpx/9BMfr9JFXlJJ1WK5EaxYtNwOXOCtXCrWqgtZwK5gcYGvYMTiPPDrGMH0OMbjOMmuKKoKvVR5elV4aAOTi1fHePqqHoVV+OXNOBY93lcNM5NXlb1++3idHDgxXi4xXsiXQ4+3WSXAy/G2JcYDmI7XqQTz3gI4r5QTWZXX9jCitj/eTptd4xIAn8OI9Gr9i1ZtnL8YjY9zHdio2myMBeUZIURbCLEA7FTVVi0Wi8XymscF3hq0mlLFMcicsixlUZQ6GSReLQya7VazWWZaBrXk6Xl4PjiyMJ827//1qZ3/PJQXTj+usrjnjpJEep7QcSLKYVxmssBZ33FFmajCdTPZrBdT+9r1wUb//Hpvs76T971abSpRm33thnLS56DsZy+SE+PQRuQumexRpgVh1kIGHlqAkCUIBxeB47rEWY4nFDU/JEsSuW/frJv2RkWuqB168K50eGHj2Y1ev1je2nlHkRf4kM9PT7/oqbTW9JTTbQaH+qLF2uYOjudRC0OiqMZUZ4pGVNdBPXQ1RbmxnThLq2uyKPPE811ZUraeOfF83qg39fzcPrXaWy8XV1b1ufXVSyZOy7J4mdN+seCf57hiRWtdibsW457NZZb6hVt+LkjdjcYjNX+YjJr1PbZ5nL94iW3+yIc+rAA+8qEPJ8DZj37i4xMf/cTH9wM7H/nQh61tttwwVixabgcFV/Y+BRjxojAXzw3gSUz+YgY8MP6chxF7mt3CMSXmwln1VVQYwVliPIn98fsddkM3Sy5tt3EjeJjwy01MbuQq8DVMO4kq/ONrmHYVb8L0hryasKuK8VSeUo05L9X5qo6ty26o6rUWz/GAhzGG5IXx+A6Ot5VhxHSMOd+fAx4FDgkhzrLrERWYfNHzWuuql+XlRIxzRoUQVXirr7V+Sclvi8VisbxmKADKskQpTZYWCASqEH5/va/6useZs70wTtTa3fd0n5Zvva9fem7iZMUDW8/vENRm/eCeu6biZKQbgXR0molCUjppshmQRVm97pX9gfKG26360flyKmi2hD8aqFEaLuZuZ+CrxJW+VpqypiakHAQESCHzLXqyj4hDIickzUq0lkTd0Bhw4YDnEuUKpUqiRoBOEj9Jhj0v9LdzLZby3Fs9efrc10pdPiSR+cxEqzc50f7a0fvu+2Kn1XjT5MzMsTzLaDcbCA3nllfxnYDORI1ROiQvlNDDRG0Xmbe4tkY8HJIWWShB9+MQ13eDUmT6xTOnJofJoPDcQHnCcXNdGtusQaMR4oqm2gPeBmy6vjyBsccH3dyZKB1VaKlHQPy7U7+++X0fe//nfm35c4+uPrN56Mt/5+lzP/Rzj0vA5aeRGNt87iMf+nCPK9vmGsY2649+4uObj/yZfR7gf0fxQWubLdeFFYuWW47WWgshHrrs7YLdYi4jTAEWiana2cUImAATm78B7Gc3xJPxZ8CIpypksspZhN0CLilGcFXPe/Meq89cr3CUGKF4GpM/UIWfnsF4Rr86Pq658bFc7tFU7AroAuMFrRCXPcOu97Qq1nM9492H8Xz+HsZoPD1+PxhvZ2I8vgmMID8zXla1IDkHnOXqeZ8rmBzTylhNAF0hxIvj/EeLxWKxvMYQzGmtLrwpyzKkFISRz/ZGv1hZ3iq2V1YzV7rDudnW+fpE0/E8Z357sz8ZhP7OzupWECyuDLxyuKPk0YOjLK4Ny0i3k0KkW8PRxiBl32SzrLWicri0IvpzHZ2U/UGRh2Lge8GMOyM213pxKTcDoZ0kHE74wSCXsdv2HBHhyZBm3kS5PrgSd6eP4/kQJ+hmjUxIPJ2TiJKoEeE6DqJWJ1GI3mi4tHjm3OnVle0zf+KPfn/9ya98rYaWp971joe+fPehg0+VSmU7w3i+Vo8mtVZiMBjR6w3I0pSJ6bpaPHeh3NrsqU67Ubxw6my919/BCyN8z2VjbYk8LYWsOzh4TEzURZFlnFq84KQ6LQtKsefkIq5uqmcwEUi/B0wHI/+Ze792lzp95Fx9Z6ongY6nA3HyF7c65/wT3Z1o+zQQDOujbn1Yq3/vmfvPffbY82eTIr+abV7C2OfKNneAiU+7n3zxO4oPvqzb02K5HCsWLbeccSjj7GVva3ZzDE9gwkxTjAdsHSO+LgB/ElN1tM5ui4y9VUcdjHevahORYS6QDYywuoDJhezyUg9edSWvwjuvxWNXhcEq4DngS8C3YUJKzgC/MR77MYxYrPILq16QMUZo1jBevqoIz7X+X7zeUNoW8J2Y438Bc45GwJsxxXkWgfsxAk9jBPAh4FswXtJp4CmtdTH+HmtAXIWiwsXJAIWZ5RxixP3ACkWLxWJ5DfM9HxD84/91H74L9Rqu66CLTK1/7YVRqvKk1o1OOLLVW1kqRqubnHjw3u2NMHRD8fSzi8fm9J8qMvcw+2bC7Y0Rw1OrWfPQrMSVZePM6VBfcAWNcMOf7Ez0pybyFZXk3cRdOi4arY0wUpvJ6jnl9+9ubRVTftooAxxPhj6ikLootQj9SEtHlGleiiAvZNkbiUJo3GYNP3BI4hLfMWazX+YM0oEQXuT4JVrU3Gff8cDdX1lcX3/fMEknjh9cOHn/scO/2e10amsbm0fvOjA/nyvl5WlKfzQqpqJmpkox2hoOl545ebY5P7tvf9BqkWQvllu9niOGQ8IwRAif3B2yubTFIEk4dmQOV3pkec7m1sipNVwcT6Ido81exqtYMQF8AJNe80IeFMXq7Fo8aA4fwNjmpVKUD6431rt5mSsNp6ZWukeX7t5678Iw6M00W9P/4/v+4JMcny8+7X7yom3+juKDF23zRz70Yf3RT3xcuX1xpGjqASYiqm+FouV6sWLRcjuowkEvJxo/jgC/jPEeLgPPjN+vGso77OYfVn0OI4wwWcaIkxAjxJqYfMcnGbd3YDcEdTR+1Nhtw1HlA0ouDeO42lW+hvG+PY0Ro58Z73eI8bCtjY+5GB9LgRGwbYwAW8XkNybshpxej2C8HhzgkfHYZtntZ3lkPLYtzHlewgjLFcyM5/3stiU5L4TojD/XAHaEEBe01okQwsUIeQc4Ot5mG5BCCGlDUS0Wi+W1if5P/8xP1zcnCHy0Bq0VrpQiFLJWuFF9ojt75PiDR3+l0P7C88/FF776O7/xglZl9P0feEs/+fwXPBp1V0w0R60wKNwklXmuGqgy8AI/TqWzEhyY73mqDMILm3E60am7TeYb55e++oWV0d2hdA51vbZWw/XcRad9txPLzVEd6YR5WFcyzbUbOCoKPCc4NKXjTIMfMgIhCih1QuB4UEiyogDHAUntwMKM98Pf/r4n243Ghf/9Ez/7aQnNb3ro/v7szMzKcBRvDYZxODnRzkSpn4vCIDtycP+FMs07a9v0n/rCV1enp6feNTUxkT13bsmrtTtqWhX65NKae255hVrDYWcUE8o6FDEnTyziegLHkZQljEY5jYaPLjS5LvACFylfdn7XwVQoT4B55ajh0oFVF2ObnwQ2FcV2sT5YdFzZYpIVmcsFWTr3F/1cPf/Jk+XZf794fvjU5yYZ2+YL3zbY/pt/4x9c+J9/8r9NPu1+0j3xozv1N39m0skmiqNb92dfw9h4+Wn3k9KGolquBysWLbeDg+z2DNxLFX56evx8Zvz3WzAX0o3xZyvvXIgRVWvsegkLjMcuxAixlfH7c+wmkVceSTle3x+/rkJhI3bbU4zYLZxT48qisSpw8yaM+HoB+LvAvewKrv84PpYOxgP5dkxe43lMaGgfIzSrfMwqP9Dh5lMH7sOc4y9iPLkKc3x1jFc3Gu8/At43PrYEc/6/Bfgy5lwtAu8HnhFCrLErfDcxhXwK4JvGzzNCiD+CmUFVwJTW+nVZOVUIEWHOcdWO5BxGiG+9Xo/ZYrF8w3NEhX6gpUNZFJR5juu6dO46OOqdOH8uCIMXhSvPdFvhuXvuSk5+8deGbz1wfF5HZbmVpel+jfLzLz+t0mP7A1EjF+s760qWpT4066nOVJm3GrH3/ItBOhP1gry/uhqPvI2djZnZs2ve0PHaW6FPqDrpqNGUUildk1meS0eWvleIUhZ4buRHyknVVi6jIEZKYrT0pV93BQIRgCPxHInWCiVgNRtkcZk/8NSpZ2Nx79QLnQvp33ngvnvuBVr1WrR4z7HDvwCcCkNawIk0y96+Meg/cPL80vkTZ8/PHS7KrSIrA5UnXqsWdQc9XKlzXCHceJAy2s7YKhKyPMdzQUtot33CmgMFZGlOITTShTTNCXwP6bysYKxs81mMbV7C3F9UhW62plY69TTIRG+y3+hF/fetcv5+8iwZng0ONIbNb21Q+1LpqiI+XC4VM/rR6f8SfO3T7ic30olytfWM9460WWx2ng8PTTwf5pg2WTkw/2n3k38Yc3+kganvKD74urRT+98vIsy9mY8536cwaU5b5z9jbfO1YsWi5XZwkJcXQRpTDGYLE44xicn7qwN/ZPx6GeMVq2FE2tMYYXkc4zl8CnOx7YyXn8d4F8GIQjAXxRq74af5nr8r8ZeyKw4zjADlCmOvhOmnMWIx1VqnQoinAKoQTSHEr4/HlwD/gl3v6oHxMR8Fvp1dbykYsSF49YV49lK13Hgecx6bmEqzE5iQ0wuYUN/G+Pk+jFisRLQG/iBGpJ8fj79atjR+fH18nPdhQlzfxm6YbcXdGOH8DYkQ4qeAv6m1Lsev2xgDP8dVft9CiBzzO/l3mHP1f2mtt2/9iC0Wi+WqHE6SXLqepswLnJ0hgySjHA71wclWMTU7+aUwDHfSrJjqTE9Mzh2a+dLswlQ9O3HiR8rp5pRbayx5W9tz6Ys6iBfXxNZy+WTrwcZ5vz+6KxDeQrmy+rQ3HHQD2ezMbWylXxXZhZmmeyB0pA6SNA+8mgx0vUkURsN4pNMw4v9l773jLbvO+u7vWmu3U2+/0+7MqHfJcpN7RxIwoVuQEExLMIiYUPImcQigV+ZjQl5IAkHYhOIQAnGCjYkBG2xhg7GMsVxky7JkSaOpd9rt9/Szy1rvH8/ec+6MZqSRNKMZSfv7+ZxbTtln73PW3r/1rKcltXrS1Mr5w6G2UdXNNmrxQtsbhGGDwFRpZv2kNYwtlSbk112FQmuNDv1wgF27Z//Dd3fjYcf4pv8z//HfDNl9+KsAXLZVQjR3H/4komP9MAj+5/zhhclmve72Hjiyfd/Bw5//3m+79SIv8d78ha8+qB/bv69eb/gYoxmvT6uxRqIPHjhCPQrU9MQY/SQmNTEMlLT1cBaFwjhFkmUMXUoQ+hhz2kI3PlJXYAtiJP4NMlfYARxdnli9stqp1MNOeDmJvrrnDa7OTFoZ+MbEjTXn1ty3eH64kJEdaDziXVx9yK8MiAnWvIWJL4WHFeoBZD5zPVLw7mVIFNdGZpFF7uckczernwN+af5umXvN3azGgS8iC/On1ea5m1WCzOX+BJkHvXf+btc+93v83KM0FkueDb6TE42GDDHWih6JNSTHr+iV6JDVnwbikdzGKGw0QkIkDWLcLSJGV+ERbOaPNfL3mUC8PAFigHmMPJJFiGs3v6+PGEM63+61iNcPHn/Bmcrf9x7nXGtDOObxC02ey3cQMVRN/tjO/D3WEYO36Ae5BRGHhFHxm4CRt++ZehwdYpBrxDv4RSQfMURyRPuIMXc1YtD08vf38/eeyW9XbdieQQQX4Nvy16wiF+ji2rIK/AXwn5xzz2VD8b8CPwK8Uyl1GBHXU3nLH/dS5HOcBH4sv+/OfCFhV+l1LCkpOY98t9JaDTtd4kGMp13WXlpNaqurXrXZUGEUVtY6vcsPHFkcXnHx1v53ve0Wxx/+6f7+/fdPZDvmAi7buW2491AlW++6qBJEm6bj66qPHvVNq9PP1gaL+opLL1YXXdRp9mNMdap5/cS4GphufbmxYrcvLo23g+DgUrNhtHaq0el51Szzj4VhkhnjzVUbqu0HPd3LvBmiXsX5B01Y9XXMQmsYH9dmB0Yp8P0QByRZNnWotXYxcM8dt7+jw+7DPrJQPDICLtvqfvsXfnmePGXi7d///S1g5z/5tlvnf/1971//3Jcf3L+y1ppeb60N19v9rUmSbtdGJ1nqpdo4t23LJn+8OWkU/ciC6Q562MjhsLSyNsMkxeGIs0x+xwmVioT6niKNsdDmScRg+QKioQGw1JpsX07MVbqnr7LaHvIy3U+HaRDEXqAzozXMeH014+32rlZK4Zx2GZnR6J35ivPptHkFMZJ+85b0tuesobjlDep30ozvM5p3zt2sjjCa1zwZhTZPIbUxAO6cu1l9AviW0ut4IqWxWPJs8M0n/W8QAwjEaLGIR+szyAk8xsgzFebP1UhuXZGY/SLEU/ap/O9JxDNWy593CBnfTUa9C7v5e3mIF2xbvr2EkUevB+zJt12EbdQ27G/BS/PfyYbCL9sQI3djdbIICcssvG8r+f4tIp69v0aK5LwWMWy9/PGv5PvyMsTAjBgV53k6zOb78GXEWFzP98HLt70EfBb5vA3i+dyCrEZurEL7RAV2qic9NwHmNhbDeQ7zZ4ixuNFAfia8CfhFpdTPA7rwVpaUlJQ8W7hO99ZQgz1wGLo9/Iu3m231SsVumkT53pfqgcJiL6lEwWci3wdZhH05+45tTq64PFKxjXr1cV1tr69XB7EzjRC1eecN7D/ysBlkn+qPBTfaGpO1Lz1cDwK/blubWkyo+X5T+85XjTBLdNO14/aA7nScZCqJPd1qD93k1LbazBbXWVseHllfDXZmTs9G6cCNzX7t0plNu7MDj6WHBu2bUqg5qChnccrhY3DwcsQAS+58713qjpu/83TaHCLPPQR8HVi55fWvav36+96/+PdfvH8VuLteCb80TNJXD5N0HPCa1bAVeOGXZmZnk7HG+It77eWdtXpYWW/7Ps6hFdT7EXvbR7CZIgyMFETQmjhXweDxxuJsvg9fYrSQvAR43/DR10d7Lt23emD28N97/cBvJBUdRMHn2WS2+A9H10WEVY3GoNAYjYOEDP14mT5Zm2Ng+8ZiOM9V2ofCP/Wnh99nPYxxzD1xTaEz4i3Az8/drH4R0PN3l9oMpbFYco5RSk0iKzcnUzShvwkxXnYjhtRrEIPkGsQALMIgM0Z9BoscxQpiQB1jVNF0FckVdEgO3Xx+X5NRYZwwf48+Ygh6iGG2nG/nU4jB+DUk5PW7kbDWjatVIfCD+faLCqBrpzjOAWL49XODYHHDY6tKqU8jOZrfiIiEYhRmewzxin4TcAOjQjxPh3sQY/UxJIF+C5JvOJu/byc/ljnks/0MYiheyYki85R4nhiKIJ/f3yBG/UajfYAYxUWxpAz5zq7k8QsMJ/MvkcJOR5VSe0uDsaSk5NnC/dq7Z/rf8uYmjTqtSsTQQrqyyvKeY9lUxWjf48VqaeVoJc12X3PtFSvA60gSw9T4NVlUmdKtvheqFTexbz4La2Gm290MEyZxkkZWU9Ok/lJy9JgOt2e1SuiMb1bC2fF9x772caMX/R068w5t8SsrY2F9bDmxNdNoVtzqcuWGxWPdg8Nh94DnN3rDgT8VhZ2xSmOpm9nU2eGnXr55295NzakH/vc99zy4Egzfmmq2DO0g1CiMjtBKRcAPIQZY7z996qNLmxrNtWPtdf7VZT+y8SMotLnHZVuPa/NH7vkgwMqu17717zr94YsZaTONWvWhKAz3a50sbRoP9h1L/X8U9wfXaeUyo7UZxjHKg03hGF0b08n6xxU7tafNKfkUI82/CEkVWQZmEj9Zb6w3W97csQMTq425xkojmL5802drl/rXqYe5okJQDQhOMA794wFTT4h6PhiKAG6w+W/S1v7P+HVuUpUTqt0PGWkziDbvR6Kjnkyb/x9kIX9h7ma1pwhvfSFTGosl54zc4/ZyTu0RK07mecSIOQC8DrlQfh7x6K0hRlyEXP0K718fEYIVxKtYhEvGiOHZRSbrm5AcuRXE8Kzk71vJX7POyGjtI2KxgIhIF2mJMY/kRBY5kBt5M/DBfN8vzben89fIQUqY4WlDPJxzsVLqAeB9SA5miKxybgNenR9XJ/8cGqfbzhNQGNC/inwWA0ahvEWoaYR81lfm/2eIgd9gdKE9HRkjDTw5bOM9T2N/L1TmkPCgA8jYnEC++/uQsXUDo/HaQLy4r+dEUTrZ0PeRwkj/BjHiS0pKSs49u25V2fd/1ytSqzzjGSqTY2RrbZa++Aj7ji665tVzsX/p5kPe3NavMxzuR7Rwhvsf+jyf+cIr6satuXrUUb4feZMNY8cngyw5kpr19R4LRw5nq60lU6u/aOzv4rA/1fZjq/vB6286Otvt9v1F//JH2+uza5F68OJkot3ff3iqVYkqa1q5q3vdKG40/UZUXc+G/c5knKlNQdif27ZjyWtOLi0M2j2ldX9mYuxNrzKX7f+H1b0PLE/1tjgd4nDokVvpTUiO+OFOPLi0szxYQ3TqUPGEt7/rnU+ozR+554Pxrte+9avA7yH67mvPe7RSj7ZGYfCaY0tLmpi2TzDwK0HdOYfvB/SGPZLAst7vnHDF906++jscfVZqaeW/dJv9RxFtriCLtPfW2pUAq4L7X/K1lvPcFdoS1usTw1YznbYHXHPcr1sScyovYsGptLmo0fBfTvei5xr9o1NzQZb8fVA//ChS+X0MCa+9D5nH3IDMAQeINh9D5ppPps2/BvxrSm0GSmOx5ByS5+ydHIJ6/GHkBF5CmtJuR2LNtyLeviOIx63CaJwm+S3Kn1PLX38I8X51GFVEvQExAicZNZhnw/Z8xDAsPJaP5dvKkFwIi1Q57SCrfjOIkbDxolJBQmW/lN9/NL89JZxzPaXUI8hq4jxiuE7kn9HrEe+fx6mXC4vWHxYJqf0skiNYyY/vY4jRvOqcWwdQSt2bf16tfLuvzN9b5f/fiHjH3sSpvYoJ8v18HPg959yXn+oxPwcZIJ/PGrKQcAgZK1cj4+Yw8BFkceQo8l0U/T0jRl7pk0XpauADwM8ppf7EObdISUlJybnkIx9zvU/9329l0MOuOJrVCG/HZnpLa0wfW3M9v7bkTc2tuij4PLXKdkQTt7Fz+9dYbx3DcoNaXq5SrRpS5/qP7hmmy2tZI04qQS1seDu213WaLdh69VCm/ZpOBh2OLbT6n7pn8UgQ3xC6vppum9l+b990HES1KBmqpVolOhxVTH12ixfUqv0ts1uzwcLRrLu0f0+vs205qlTSmVpjWitlgIcngonOdGLvX+ahGV+Zl3PitbWKeOnuQ67bh3kaBVw+cs8He7te+9ZHkGv8gZ1bpofHVlsTlZUQPPUGZpnOrTWtlMIzhlpUI7MZzbjmkqxlM9HmGPgcUiW9BhwLesFfvv5vX7mt1q0ufVvnbesAP/zD//Qf8n1v7frTm4NBdfia2SNTq8uzq2Z6YcqbWWq+dK3fO1g56r85tH41xEOd6K9M8mP9K+D3bklv++pTPebnGspLh8YosGYdsiJCqtDmYk71l4g2H0a+i0sZaXPAqAbDRq5BjM5/O3ez+vD83W7p2TieC5XSWCw5Zyi5qL/xNA8niMdrM7KSZpAT/KOIcXMFYiRZxAAswlF7+WubyElfeHIiJMTAIV6zhFFLiHFGuY4BMvH3GXk3i20uIgZi0Yy+CXwCqWT6Z8BdSA7hRv4ZYkwezbf7tMJEnXOLSqmlDQVPlpRSn8s/nwgR6/opXroPyUP8FWBvUWUz9+r6ueey8KAW7xWTV4lVSq3mn8UscmG9HDGAX4dcTDeSAH8H/IBzbvnpHOdzmBg5/rcg38ka8rkdYNQ+pYeMtwT5Xh5E8k3nkGvtqcaGQSYPPwsYpdTvO+e6G5+glNLI2kuZcF9SUvLM2XWrl/3UD71GxVWOri4RVQKaF21n9vormB4Okm5vsB5Vapu7rd7VzYlGBCT0eh/lI3dvYWbqEhaXN3FoIWP7ph5JZoJWB7TuJ6GfBI16Q481Buw+0Ald1gjREWm6l73zKqpPXBtWg2HcG65vOfhYlGwZGz80OZ1OHD5G1Gn7hz0zXF9f8yuTsyr0o7g5vblXueqaQWcYH43S7OFLpjf1EV0a2/6G6b/+/fe2/pBK+Ofe2PA3gZdsOEKFpIl8BVmUHvI0tfkj93xwYddr37r4kXs+eFyb33/Lez/fm+tuyVwaIfOV49pstKZRaeAZb18wCO/rJL1fXYu7e9/3vj9aA/jhH/6nCvB/6//89/jj3gfabNDm973vj45r88f/4AMrq2Pr3qZjs5OXP3Tp4sSx5uWBC+Ya7eobBpPZmGc0OjtuKCZImsQP3JLetvZ0jvO5SvPSgzFm6HSUvQHR5hVEb/cjC7sPM+qvPUQ0+yGkQGHRYu1UEcKFNv8CEMzdrP7H/N2ut/EJczeLNr8QiuGUxmLJuaTG40s0F1VIE+TkzRAPV5tR/tfNiMFXsIoYdmP56w8ik/U6EmbgEAHZinjTit6LFcQIqiCT96KpfOEZG0MMzd2IMaYRA/Ewkq/YQHIqP4SsTv00stI0u2Hf5oDvRVYNl4CvKKUec84Nn9pHdTxkdSPziPH8hfw4b9nwWA/438BvAWvOuYOn2Fac/x1zesYRY/QhRi0zAkZtPkA+3w8iBV7iF5rRkhtrlyBjxkfG7KOIcb2P0cLETfnvo0jOTPEahxjhAaOCSoUXtzBCB0hZ8yWl1B4kDPkgMg635dt9oRnoJSUl54DsmsvrDJItxjO01rsc3nuM68bqaTMeGLVlKg2HWVUdPpJ59WqXicYC0KPVtXx9z820O1elk02nsgRj7Sq1ivNb7TE7NjYcXrbjoPbMun/kWJ3hcIrllQR/YZJuf2s6Nb7Qn5zIvFZ7oPpx1Vg72VhcqRzUwd5KllZn2uu1rh8l3Xr16KVG1yvHjozv7XYf9PrdTTs3bfVmZmbH24Peocj4X/V9vxn4+hW/+C8v+9B7/n7vfJaZn1wZ9I5rcy5RFyml3oZo82XAl+98711777j9HU9ZmzcYigC0X7l+AIkk+QIyd3jLhoe7njHvb1Tqv9uo1Jfe/q53Htr42ve974+Oa/Mt6W1PpM1Tm4/NVMbXmw/UetXrEX2OyGjWFo/bvQ6JTPkRIHm+9ko8HXM3K1PbysU2Y14bPERL9yBauT//v4VEhS3lt+9HPItHES2/FNH1ohK9yv8fIt/TAClouDx3s9qPGJj7kXShrbxAtLk0FkvOJS/l8YnExVWucP+niAHnAX+KePTGEUMyRU7UAbJaVJS/3osYflP5Y03EoCyqnH4CeBtirKaIAVlnZKQuIReQIvygxciL1kdWp65BchDX8u1miAfvZ4D/wShkQSPVXgdIUZgBcJVS6lHnTlyFeqo45xLgEaXUo0hu5jcwCnf9XiR0dvkZFkZZRxK5lxi1LHkjYiiP5Y/9hHNu9Rm8x3Ma55xVSrUZJcsrpODNI8g43oR87z3gJ5Aw3iL0aApZ3ewh42gNuD/fVuGlvg8RpwpwKxIudXH+3C8j4/Sjuae+guTQ7HHOFeW+S0pKSs6Y3S976U3bLttR0WN1ZjtdaivL2D37MNu2kF1xaZB2B0H65YeS3mDQrF53hc+RhU8wf3gT11w+TqtTS7utLF050q8fWhgwNblKd1D1Ot2W2jS5z4+igN0HpjG6x6bpSSbGVzm26LO42j06Pv6prYeOfG8zszUL1g2Gxy6fn28eBG8py5JtgVquNcbX7Y6L/BDd2tZpdx89Oj/lp9mEaYwP0jDa1HHxVfVare37/hrg/firb87uvPtDX0Fyv38PMIPhkKG1eqxS+Wal1JAN2nzne+969I7b3/GMtPnt73pnDDz827/wy48g2vwm8rZUakW9bev7t+/21/3lW9Lbnok2rxpr/rrWqy4i843H8vdpKlQDCa38mVvS216w2jx/t8vmblYdbUgZ1Vf4W2QeEyBzuV5++5dIFNtGbS7qQRhEbx9A5owvzrf1pXw7FaTQ0QIjbb4vf+wv5m5WBpmf/i7w2Pzd7kfP0SGfN0pjseRc8oM83r1fhH62kBPxk4wqlX57/vwiMbmPTJyjDX+vIBdlh1QR24LEos8jnpiLgR9GTvj9+WsP58/xGBV8mclfu44YRQcRb9pFiCH6OWSSv4hccFrOub5S6kNIT57XbzimClKMpoNcTPr5ez8jQSrIcz+/gnix2sBt+e9NjIr0PN1tFxdSlFJfyg2j+4D35vf3X2iexJNRSgWIt/tlyNjZi4yXKeS7X0RWFi3ynRTjcw0ZsweQsXZl/pwM+HtkrFyS//8wMt6KEJqF/P9pZNFlElkdfQNyjrxGKXWnc+6EVeuSkpKSJ2PzoYM/rF92JVjFRKPOzFUXYddaygv9fqBoe9tmvrTQG36imgybdPtV9h36Tj7wF5q5TV/m0NEJVhe6athZcGNzkUqSPo3aMbO4vGr2HzZsm3V0un9LJdhCc9vLedVL5tl78KD3D1+66FLf/CDNemxXW/vaWketMFyoDoYv6Sm8NPDt1Y2xtfCSy6d7frgFla01mo1mZWbz/GRQmajU6juc70eDweBzxpgesmi6CWjdcfs7+ne+964/Bn4UeBVaI10XqTrnXqWU6jBKFQk4S9r89ne90/32L/zyVxC9XwW+Z+dvXdJhVGX8aWvzLeltXUQD+Lj3gS/ckt5mP+594D6kcFzvlvS2s3IMz2XmblYBsoj+cuTz34NE80wh33MxZ9yozRbR5sP5bQuS9mSRRdy/R8bKpfnb3I/MWZcYVd/vIPPCG5D54+uQSukKeM3czern5u9+ftUfeLpl+EtKnhClVBM5gQqKVZ/jMfnISQxiePnIqk4DOakVYhD1kLyvlyInbNGHcSJ/7nX59pqIYbgtvxX9EosKY0fz/+9Fxn0DmdCHSCiBY9RvsYkYjdfn/xeVyorwzv/G4yt/TiMhqVPIBcgopU7VMuTp8g9IU/fb8pDTdcS79JRDak5H0ebCOddxzi0553ovdEMx5yJkvOxBxl+MLEq8iVH7Fh8Zp0cRsfkTxOD7PBLC+9fIhOIoMlZuRMbXTkRw2vnti4jY6XzbFWRc/wzi8d1Y3e7wuTnckpKS5yu/+tFPTLZ8/1W9Y8sM19uEClupVqhpHes9BxO+cL/1W52lbYuLbuKjn3g9H/mkR7f7IN1ug/u+tokjiyo81mlXx7b2lXYXc+jIS9AkgObwsTE+/9UJ5WjQi69n//6Yr+9uMExCeoPtet/8Ft3udgPYm1Sqg6VKJWwH/kLFM3trvv+Fyea4CZRfr3ZarjJ/OGp3e9vrXsjk5FQaRFEYBkFzrNncobW+GjEGdpNr8x23v8MhaRlUgoBKVCFLUoad/lSWZIU2HwLMne+96+R8/GfCZxFt/p63v+udRZ/Evbekt501bS7aXNyS3ta5Jb1tqTQUj3MxMl97lFE/7UuQRdUGMkY8pA7DYcTD/H8Rg+8LSMXcTzJqVTaNeIpfhBRdvA6ZS64j2nyUUS5jkP/+18hcd6M2P++K4ZSexZJzxY2c2F+xqNpZxIAfQDyIa8iE+Or8sWKF6BFGiePFSl2EeNfGkBO2CGU9Bnw6f7/Ck7MbuZBk+faLfoot5GJShMAW2/GQi0sdMSCvzPfh06cIJ30A8SRNb7ivgRi0Rb7kbmBFKbVyNgwu51yaH2Pxf2Hclpx7lhFv4vXIuF5FDLv1/LFVZKHgS4zCpeeQPMUXI17Dx5ACBANkxbIImV5Dxs46kgOxinipL0FWLmeRwg0nL+ytlYZ8SUnJU+U71/e9WE1NTPSW1oiaDYLFVYvWji/fP+TQwpDJyYNcsvPLDIYt+sMacXwNOAvu5bS7SyTpoyrwZqkEKcdWOqy3Zmg2AmBBySKuRjTUp9M/xtf3/B2KCdLsmEqzvQ4eCxUXz3Y7znYJu1pVDjUbZuY1b2npfn8nRgWxDtNqnJrxeBitfe2LVu166xjGVPPtXkWuzVy29WRt/ipyTZa5h1IoT4855V680m0nSWaTTc2xovL5CmeBt7/rnUXhNwDyvMFSm58dVpBF3MLA28EoQqe4bUfSOVaQueA2RINfgoyjR5E54BCZMxZ9twujcBXR8Bai6xcj2rwJ0feTtXn1+VjwpjQWS84VL+XE8VW0dyhCQfchJ+ckciL3kJN8CyI4xUR8E3KCP4KcsIXncTfiufkUchIXIQE9ZPVwCsk7bOfbGTBaYSpyJIuVIIVcOJJ8n2DUA3LvKY7tMeBfAf8VMVwLNiNe0kuBDyOJ5+NKqcQ513myD6zkgqWNjLdvZ1Q5bRIxDrcjE4/7kPDjKvADiMh8Hhnz2xl5vD+FeA5fjoy3ovdlC1npHEdEbxwpmDN+iv0ptllSUlLylNh6z2dfdviVLzWVwZBmmjlW1iw2c1xykU+jOeDYyl4+9blhb8+BcT/L7vPX1nvsOdBh/thmRH+7pOkK88c2kWYh8DDt7teVaOEmZPK9qAptPrY05+B6JdfRI8B04rhWQ2smCJcrxvS7XuhP1po7ku6gXu11tN/vm3Bq0oWzm1QjiF5hjV8UAdPIovIBTq3NjyDa/OvAmOd7eL6HtXarVuoNkdaXrXa7H25Uoj/OvYvxHbe/o9Tm5y7riDZ/Bydq833IXPIIotN9RJN/EBnDhTbvzLezHal1cQRJ94iRon/Fgu7nkYXbIuz0lZw49yt43mpzGYZactZRSvlIdTDHyKPYQzyEe5FQ0EVkhbCDJGoXk+0DyEm9E7kQHECMyO2IQXcFMsmeQsIDp/PnWWTCvYCsPu5EjMwAyS87hFxENiPexqLYTYKIWIRcbEJkgp4A73fOPa43U15Q5oPAP+Lxq5NNxCv5I0jJ5Ys50cNa8hxCKVVDvs9vR0JSQMbkAjJuHgMO5+0uFLJQoJEJ05fy+7YigvZnyFgdRwxHHwlZ/aUNj03l293MqQ1FgDueYVGjkpKSFyDr33Srv7648pbJpWU3Y60ND887Dh7o89BjHZR5jC2b72XL7HI2PXHl0tqgN3+s9RH1l3/7JfW5+4ZKrntNYAeWVTr9/QziPpbtZPbFiDYXhUN2MsrbS5VMuBdiCIaw83ClEq36fphOTM37W+aOzDXHppqry5tdo2q9ma1+JawlOgjSYNNchyuuDu2oAFgTmcD/EZdtfVxO2B23vyNDFmm/FVjLgIHtk2KpBOEYcMWB5cUfWVpv/Rwyfzib4aglzyJzN6saMof8LkbV8w8goaIriOYemb/bdRFNvhTR40cR408jBuXXkf6XHcRRsQWZN34G+GWkIn0b0ePCu3gqQxHgX83f7expHntOU3oWS84FNyBekaLQR1HUo4+cwPOIR+UoYsQlSEXRjWWkDyN5Xj0k/vwW5ATtI4ZdJX/+GHJy1xAD9BhSJruPhKQsIeLiGMWZJ/lri3CZwstYZ+T9nOX0F4Qiv+8LSqmLkTCFYuHF5H/PIoK1B/j/zvBzK7mAyBc9in6f+xEBmkUmQoeQ7/0Y0pC5CI1+EzIB0cg4LKrNgoyrFBmbLcTj/VVkNbORbzdFjMuNrWM2suCc+9WzeZwlJSUvDKpR8GKTJi82n79Pq7nNjssvyTi8lLHnYJ/de/cwNX4Qz3vEXH7xkcnVpcN+EqfAtyHXLKVEJw8heV5d4I1OtHkyg56FyIOKksiccSeexhpwtA8LB5vNK2ZbrX6UJF9Ljbe4Vq0OVBCqqcGwboYDTyfDJNm316gw1OnKYqjqE55XqSjqqhErZYMg8JCFtNMaeXfc/g4L3Hvne++6aJj1V0OjVOZSQi/S7bTrO5hNbfYdyML1r5zLz7vk3DB38wnavA/R4lnEqXAYMfyOAnruZjWGLDa8GTH4DJLm0QLuRsa0YaTNHUTXv4aM9Say6J8gGn31aXbr8Pzd7rfO6oFeQJTGYslZRSnlAbcjhpdCjMSiyEwn/72CrOBUkJN7gEyQF/PXhIhxd1F+C5AJ9ThyQs/m2y1CUYL8eSBeRA8RqCi/P8ufoxnlORb98lT+fxGSWhh9IeL9eULypvfv5ESDsNhW8VlMKaX+lXOu/2TbK3l2UErtRPIPP+OcO10y+o2IwRciFXa3IOPDIKuR9yPG4BZk8eEqxOjby2j83Zdva4CMXQ+ZQBXNgkHCTmcY9YK6gVFrlo1kjMZ5SUlJyZmz61bPOX5ch37Ndjoqnj9so+FgwNHlCoNhhyiMSNNVHt0/rh56rNqQlI0UuV4tMNJKh0yaLwJCwuAQE42JeHUtTaydrSRZ5qP3I1EXFQwXkWE1HBrv9kwAtZ7S1TgIdlYnp9KkOeF5S0uqYokGng7SwcBXK8upM0Yx7AV60FdZtwObt2mCAOR6vOXJDveO298x/Pn3/Pq7U5Kf0/lUd6zRUL7v4Svt9QeDf+F53vSd773rX91x+zsGZ/8DL3k6rH3lwYta3daLdy/s/ts3f/v3na4tyIsRT2EF6Wk8y2h8fg1JbWoh88ohYuBVEW0u6lLcl79mgOh3gIz1IkfRIlq8GdHmBSS66FQRmRkyV3jeUhqLJWcbhZxwG13xEXIytZET8Rvy+0BWgZbzxy5CDLQOYlC+JH9dURSni4zZSWSVZxoxDnuIMWkQg3I1f/4liLAV4YGFwVh4OxWPb+1RYBEv6JPinPsNpdTPI4bCydSA7wP2KKXeQ9mK4ryjlIqAO5HQ0oFS6p865z6hlKogtYMGuVdxCjHebkHGT4gI0MOIkXlMKaUQwTLICuQQabFxBHiQUa+nLyLnRWFM7s7/vgEZpxPI2H0VJxZOKnDAJeXYKSkpeZqYoWNWx4lzYHViHUeXIzr9DOiw1lpnrfUNSq5zINq6nkIXz1xs03SrD12FOlGbjY7ZsqmPynT7yJcmuqi0wfS0h9nvq+qS1t6RLEv14WZzvNHvL4cZAyrVi1KlXdTqemFYvwKlAjod7Wa3OALf6pWh9l2m1PoKoKAxBvq4VJ+xNv/ij//ku3/2Pb/206lNapmyRCZgrFan3++Dc7UsTd/me97uO997138D+nlF1ZLzxHve83OVLMne9dUD93/bx+//eDf7zR/47oN3Z/ew+3AFcFy2dZB7FScR58I3I16/EAl1fgj41PzdbmHuZlU4HhSizUUBxUOINhc9kr+MLNbWkUiwh/Pn34AYgJOMWledKqXIAdufj0VtNlIaiyVnmyJXMGGUswhywh5DQlDHkIv9OhIqcDNyogbICfwgIkQe4sG5ktEJGyArRDGyWjSeP3cPspLZRS4ARSXJceTi0GdkOBbhp6fDAX+K9Fo8Uy5m5BkFEbRiBcoHfhYxkn8WyWUrOX8UiwYGGYt/oZT6P8C7gUQpdQhZuV5CFi9mkDHm8teGwGpuKF6CFDXqIgsDf4Mk24f5cx9AViR3btjGMrLiuRPxjhcr9TcxWkQ5mR90zi2ctU+gpKTkhcbObmCiSOvY73ac6Yk256GlRxHjsIlc99aA+Yx0V4Kq6hTfkoQG/bDBK1I1HgGuoNefSO67f6rFor+uj9VCVYn9LLhGE4wHXpTpdPCYRT+2Wq30yPpbmslw03SabR6LvKa/vnQ0XlseqGHfkiSaRx80xMMg0wrfWlhfgyyDWlV+i65+CCkGdmY4dylwxChzvLWB9jxl0xREm38OmYP8WyQtoOQ88Ut/+m6/GTb91rBlkAXUu+duVv/z4z97969cs/2aZO7mE7R5K4/XZh9o5YbiZUgKUxeZM/4t8J2IxobIdz2ORLel+S4sIjmJO5HUExAnxss4vTZ/z/zd7nQe0OcNZYGbkrPNi5CT2Gc0IY833NqI1++TwH/f8LxNyAkNIlhF89RXIl6dvfn9zfw5g/wWIZ6Ya5GWA5cjF4kiSTnI7wvy11V48kWSY8C/cc61zvSg8wInBzfcdfK5VUEuXB9USr3iTLdbck5oA/cg33PB9yDFZn4ayW24EhmPP4SMn2JxofCQb0KM/7chQvMYMhZ35I9bRHRejYSnjiFj+B7EgFTI2N+KLHo8kaH4t865P35mh1xSUvJCpu94ka/01nBy3PcmJ7R2zuS5hRsjd3rAxxFtriqUNWSzmqzmo5RGNxBNd8BNDi7JUPtius2+6Yx5yodM91LsoEU76iRLM323ct2SH796cvnw5bVustPB5pU0jlbiJKTVvjRaWfT91ppGq4rutjyCELZtZ1iv02+16R+dZ5ikYB1Iwbl3ctnW9pke9y/9i59er5jKUV8dj+xXoe8TRiFhGAJU+4PBmxZXVz9028//m5eftQ+85OnQbg1bn0YWWIU+b7vlzpvvmbt92080OmNv8pPgCiQq54cZpYmAaG4X0dSbkYiuFHFMVBBtbiFjdyvwGkTbix7K9yCOikKbtyPa/XJOr80fm7/b/flZOfILnNKzWHLWUEpppArqFGIseYw8hAPE0NuKrFq+CjnRb2BkANYQb2MRurctv6+HnNQWOYmLVaQKcmI7Rm0xMsR7GSKT/ZRRSeXionKqfLCCBKmClT7Bc07H1cjFqNj+Ru9iwRbgF5VSt5YhheeVLyOToh/acF8deDvwzxCP9mcZNf0tvschYgxegaw2Jkju4o3AdyNj72PIeN8PvJHRGJ5FFj7qyDjV+ePXcPpr8d87577pmRxoSUnJC5xdtxrnuNn0k8l4cVnbTOmmUs6BryTqpigUt45Moq8EbtCY8QCjgNqQeD1hGIRUNzuntxpFFeincFmi40yp1BgXuFA3Is8pGzijQnyXGucHfudinflpRuNwgk1rcUubeJgCfiqFcwLb7+OBjrstWFIwNgGNJgz62PU1kiRO/Er0t/jB09HmyzhJm7XSI20WKZ7Dcued771rVxmOel75IvBXOH7oeLfKlCYpP9426z9KxgP4fIkTtdkhmttGxu7L8v+/jLRx+25kMf+vEM3ehyzeb0YMzM2IplcY9d9+IzKnO9188VPzd7tvP1sHfaFTehZLziazyMlbhKAq5MQrcgQbiEv/KuC1yIqNZVSl1CHCVUeMyuL+OnIyx8iku6heVRiNfST3cSl/bCfi+ekgF4KisMgTGYnk2zuAxKzHT/Lcx79YKqT+nw13ne78ell+Kzl/XIkkq5/Ke2zyx78PEZDN+X1FKPMVyDhfRUKxtuTbsohYKWThYgsiUPPIquURZFyCeOC/BVksOZ2h+DXn3FuewTGWlJSUAGyuaKpVQ3zE1O1XJuZMApkapYo0GVV6fB2iTza2VPspQZJibaYHChrDhM37h9RWHaGCOvQ3+zaM/bTSr2QNIhsa30W6Ts132IE2/uFA1ZbqaV1NMtjuo2YCwrZH3INBCniuWjepzWhniRhurXVcvw+XXAFX3wB+YP2x8f34wR6ehjbnFVL/csNdJ2hzGIbUwpBtzfFXItfmkvPHVcD1KDrH48FGlSUMhmuBf8KJ2lwUKLoMGctF64yisnjRWs1HnBBbkLnePPB3iDbP5Nu6EdHm6zj9nPEr83e7b3zGR/ocovQslpxNrkVWezxGze1hZAROIMbbjvw5lfx5hdcxQwxOP39e0fLCRwzGlFFvxEF+/yDf1jZG1U09RkZoI9/Wk+Upgqyq3o2EIz6tXjnOuX+mlHoro7DX4vg3FtKpAHcppV5ZehfPC9cDuxgVsAkZVeDdyMmhJwNkAeIQIib7EDFySBjLA8hYa+bPi5DxPJdv/wZkkWQMGZunK64E8CfOue97OgdXUlJSspE+6voY7xKTJN6UHw+DwZpKwQ3BhXJdG0cWYncg17MK0F8cmmGcKqa81KLMLDrxUi/uDFU0iBUuI/WdaHOiMZnGWQsDj5qnyGIPa5LYzmVxlBqUdgS+JrWGpJGS1T1MV4HJeh0yYpQDXAbNKdmLbodKqw2ht87Ujo/xDLT5jtvfcdud772rMBgKHKC01lSrVapy3O+58713vab0Lp4XbsCyC8cUmkUUAZXjjoSNnKzNRR/vY0j/632M5oR7kQqp68hY7SDzsy2INgeMtHkciUh7Im3+3/N3ux96gsefl5TGYskzJi/0MYMU9rgaOZFj5EQtehp6+e9NyAU5yB8vQlB1/r+/4TVFKGlhIBZhqMVvzcg4zBh5G4tVwwajgjhP5kXvIxP9IfD53Ev4dPlh4A+f5DnXIX0YP/wM3qfk6bENMeImkLFTTB42jp1TXRsriCgV3u+LkcIQk8gq5zwy3rYhhuhc/h4Nnrjy7kYcki9711M9qJKSkpIT2HWrBmaM47v0MLkKR1QfDOIwHWQrkEyLrhpE92YZFf9YBxrTYaaHPpgszVazNDADb6C8KNumiVyfahJ4SWb6yYC2RaW+cdV0SMNPqJiIAQYdWEwWo1QfXIZn6uACTF1BoPGqaX7NNfgYnYD2pPJpEGD6Pdi/p89Es8fMpiFheC+XbX0m2vz/AL/+JM95EfBNSDP2kmcRkwRzxvdnErIJR+xFqukN3Frx8MaWZCdTQ3R5yKgv4gKiv1ci2rwdiWwbR7R5ktH880y1+Sfn73a/89SO6vmBKh0bJc+UvLfiK5CqYi9FLv5F78IWMqGuICLkMWpOvs7I9V8Yl8VrA8R4K4zBkJFxqBl5F738uUV0+5BR6GuETOrhiY1Fh4QUziO5ar8AzDvnsqf1gQBKqWVGBXtO9iwWdIDZ0rv47JG3xPifSBGbYjw+1XD8jFF4M4hQ6Q23MxGe0233Lc65p1KFt6SkpOTU7LrVQ+oD/HxvwIsyi68DPKdQ2tCK4JgeLd4aRguv68uxP7MeGx2FnSRyGQv90PqWsOu8oJUG3dAodWlz2QT+IOirrud0qoKsoSxeCmZQQXsBXpDgJ042Olj2TDaepm4MFQF151ADh3I4lFbHCxCAgh2XoCtVl17/kpXg8qvm/c2bHzx89Ogdf/Hxjx9++7ve+bS1+c733rVRm09VVwDyImald/HZY+5mFZqe/0eZTt5ARAB4TbVNt9wxnkIJiUKbi/lgHRnXxbzxmWjzK+fvdg88zdc/5ylzFkvOBgZZibsK8dJs7GeYIcZiHzHelhAjMUVEKmJ0wS48gYXx18vvCzc8p5jc+/nf6xv2owh9LUopNxhN4J8Ilb92NxK/XkVWn54Jl5y0/VNRR6rOlTx7vAJJXC/G2tO5BhY9FYt2LiEyHgtRejp8BZgqDcWSkpKzSKHNlysIUjAuQVc0rgppCoeXod8VHV5EFjAzoKpcGrWtx5fXGvqR9WrtYwubowd6NX9fv5asJaY/5qUN38uiFIt1Spus4jms8XF+CL7GrFscipgIBnVQm9Ms81FqDRp9ix6ASpOEgRuQOHt8hbdSq1MJQnS9oYj7Q7v74d2D1dVP/9UnP1nnmWvzlRv+Pt31vwH85jN8n5KnxiuyIHkdUMeKNrfcIZ5ircFCm6fyW7Eg/Ey0+UvA1AvZUITSWCw5O2xGWlwUk+YiRLQoxe0jF/gifEQhnsQiNK8ISe3njxclkOuMjETDKNm4CBcsmrMWjzWQfLCJ/P4nuzikG953FTFk9yFx72dcmvtUOOfWOXXxlJP5HqXUJU/+tJJnghK+FfhzZIxcKPSAnc65Vzrnhk/67JKSkpIzZyvwiswROoMfKgJj0EbRBfoZNnDQTEcVIB2ycOomQ6eva3S8q4Ik3RLa3itnDtmtjUW7qXGs+5LZQ7XpqGeNUtqSGrBGQoJC5xFog/YC/KmMzID1lEzgx0KYUI4xl6LivEyNUhAmoHO5HgB02yl7H878vY/0K4PeaujShcBm+zbNzDxjbb7j9ncsIUbxk/FDd773rm3P5L1Knpxdr32retWbJr6TjA9jaBJyYrfq80cX2D5/t3vN/N2lNpc5iyVng9cjOXgVxIiLGRlwA0YhqC1GvRL3I/0R+4wMwqLISJFwHzLyEm4cqw7xPBZexqLYTRFmUPx9JgyQqlhFtcuHnXMrT+noT89mRJSebF/u48IyYJ6PTAG/wSgx/nShwU9EBjwE/A5SBbUHfDOSCzGJeC2L/FjvNNvP8tsC8N3Oufue4j6UlJSUnClvBK41iqryJX1DaQygHW5g6VQreJFOquvWo6kVdUSbZ6yj2xnipiuJ8c0wmjKx7dOJA6rjDMIwjYZpkmm0CbwQD4OHxnOaMAnRHqADgkGG9nsoXcEpBb5RA+05hael3pxRGpyfN7k6fll2OIZsnduvL77MY8v2gZ6YfHjX7T9wtrR5llGayxPxIKU2n1O+pXJo+iOJ+bXDlih1gMEplX8vTzBzUuqbcG4/8hWR5X/8DvAoMq/7RmA7CVMobsI7XlTuybT5GPA983eX2ryR0lgseUYopQxSSaroeVgYa0VoZ49R24sAmVRrxFAc48RKpR6jQjM1RD4soyqmRVgryMWgkf9dhBgUF4AzNRTT/DVFkv8yI+/mM8Y555RSx5CqW09EoJTa5KThcMm54UpkzBU8VUPxCNJDtAk85JyL8/zHB5BxPYEYjfuQcTTM36OW/+0DPefc0+kRVlJSUvLUkHzFGwcJlVRKeCnt46nseGTPwKBn+4lOBglhQyWTRmmtMDORYWzo4t5qGmiC1Sg0mangxxrT8fBq1rgUYuJ4zA+UxkQDp/EsYD3scOiUZ61CaWOGXqAWgpqa668SkukE8LwAhn1INS7JyGxGENWxxWW5UsuoN2Dr9oTJGcfE5CpnUZvvuP0d7s733rXIIJuV2FctLs7HE9z53ruad9z+jjOJEip5Gvxyf/c1pP5U5kGSgXEo4z/xaxRXUgtuY5B8hNQ+eAi4BZkPPjh/t0vmblY+ktoR/l73eybv8fds/0P9xT2JtqvI3HGjNgdAd/7uUpufiNJYLHmmhEiFqcKT6Bi1uCjaYhxDDMYKI8Oukj+3vmE7FvH8RMjkuo+cyJaRoViEyxTljQvP41MNqU4Z5VUeQVaj9nNiDuTZ4FIkbOaJejz2kXyRknNAvqDx3zj9GLGc2HYFRqW628AvAr+NjGldFD5yzhVVentKqRaw/xRVdNfy32dtolNSUlJyBoQt2OEbjMkwscEFkAZGisMpVC+kFjultqXaVawe6izVyigdDYwDTa1ZW6SrW+GKS22EjsaZjBTaM37WrxCEqZdlvpdh0dagkpShGZBVDJF2eJkCV8tiPd2XmNOhA6UiwIEDa0EbA9ZirSUwBgNZWqmYbPsO5zrtI0FYeUxL+4OzbbBdhHtSbS5aMpScA+ZuVsZF/JYdoo9XiDvx2yi8fYUTAsA5DjBIH26jxu4Efpdcm+fvFm2ev/u4Nve58c7WrcnV+37x7+8ttfkZUBqLJU+bvGXGW5EKqAmjMFCFTMCrSKuMryNGYXHCF9VNQ8RoK6qX9hlVS80YhbVaRobhxhC/jfmMT4WMUTGclXzfF/LtTSqlWs65wele/FTIvYtfAl5+iofbwI8BH36GrTpKToNSqoZUuT25LxPImOshY2GcE41JhYS1vNE5tzFH5pRV+Mrvr6Sk5IJh162qB29N4EalSb0huq5QRq5wRQ/iTQq12/eSsXEvU9ZF/sA5L/X7FYsNHDbtuyTVruJqtLqBCYMk9jyjyCrKrziFDvw0c1hlIPEJPIs1HpFyStvAoHWuzZEDMgfOoTwgy8iyDKcULogwSoHWaLADRz/u91Vcn1gO67WhqVSO2DRN3/e//tcUsP72d73zrOSP5d7FB5G+uyfTQlpg/dUdt7+jvLafA+b+xevriDaHzuVeAB/UaIz2EA/4OI/T5v5X0uw/vmX+bteF3yvuP3WF3C/fUX5/Z4HSWCx5JmikV+AkIw8fyHm/H+k35yF9i8YZFZSJEUOyjxhMRcheH2kKvNEALDyKhXEYbLj/6VS3KjyfKRLuuhc4iDRVvzffz0F+Oys4516vlFpntO8gx/SLzrkPna33KTkll/B4Q7EwEheQ1i0TPH4sfRr4pmfSPqWkpKTkPGH68G0hTKSQaoM/1DgNWQQHhjC3SKinGF7rYScyXILKMusPY6WyKqh+4MK2S4O4m3pqe2W8l2bZjtYw0hbfWA0mSpwT36AKCCworaiRgUucVSsuYRyDI4bMB5vkKu7h4pjBcECoq4QK/CAAcENHEiuyrqMT93qPpWF4ZPWeT+3T197weeQ6PWC00PuMueP2d9x053vvOpU233HH7e/4yNl6n5JTENYuB0LcyBug9HFtXkTSRk6lzX8DfEvhRSx5diiroZY8LZRSAZLDdRli2AWMKqmBnOTFCuYUoxBVg0zeHRLyuYgYjEeQfLCinUHRR7HYnmNUbTVhFEb6dAxGL99eEb5aReLdL0Eqop6Li9BPn/R/DwmNLDm3nJwH2gI+i+QWFnm0J4+hvwZuLQ3FkpKS5xq7XvvWoGd5Sx0u9cBEKYH2cIlc70AWRJNMSfsfj0CHhE7htNFZxZG5Thau9fAW60Hc2VrtH9ZKj1uSoFLpKLxB4hwDz/nDkNBFVKzGVDXaU6SJhjTB6nU3VEmWydXVOPAMGA8MqCiiWmuiKhWsEqHPAKvwFLhgMKC2vmLSLA1X4mRMwWVTk5PnSpvffdL/HeB95+B9SjZgH/i7hSQDFYOfgfZYN5Xxz2o9sV/q455Sm/8K2FUais8+pWex5CmjlPKAa4F/jpTmVoyMwcK7OMEo3zBhFILq5/cVIadF36TCc1jkJxaexSIMNWMUnlrkNz4Vkg3bLXr/hsDliOHZRzygXcTj1H2K239CnHPvU0r9R0Y5mss8xQZCJU8d59yCUuq7EY/115Cw6a2I5/sNnLiiDLJo8a3OubIZc0lJyXOKXa99qzdHek0345+PabZ6oIwni6OVkQNnIoRgpxvm2qwAFQSEHtgsIx0oQn9hoOtjKpwYC1NQqQ0JrVUo5aM9D7QaaXMKVoML8cKhw4bOsE1XMVqDCkaKm+WXVQsqDMgUZJD4YHsor2eM8rPUpsYL3XB4lZqYYu7Ka+KxyanrNs3MdJdXVo5xlrX5jtvf8f/d+d67/jUjbX5KXeBLnh6HP949tPl16vutZVZX1YO2WfmuyfqmrdX6ZfvWjj72plbn6+Juzp+v4ND83e47zuMuv6ApjcWSp0ReLOQlyET7SkaVSkEMsqL9xcaQ1GKc+fn/Q8SD18r/byDGZUERYlp4AIuw0cKAVDz1PEUPEbYiFHYZCUGdye8fRxKeu8Dhp7jtM2WWUSuNuTLP7dnBOffnAEopjVRIuxQJcfnG/ClFEv06cEVpKJaUlDzX2PXatxrg5VeY4esizVUDCHwk8Z9cmweZlJapiHoW2qwApVBpQBQ73LJTel0rMgfNYeaN14xyWvlKoVlO+9raWE8HgdOKNIWkbROTkamaCpW1ykiRkpMk2gFaEaQZSqvjBQcy8JwEqWYJJgsDf0XNzO5Lrn/xFDsuSf1qbcz3/bXrr756/cGHHz5yjj6+TYg2K+CSMk/x2eHop90HAOZuVjr0g69cEq9eerj76HSr8+iu/ClZApmGNQ+uOo+7+oKnDEMtOWNyj+IbkFzEb0S8cgEy0e4xmnQXIQIG0Sov/9tuuH8auUDvRIxFteG2sVAOiMwUxW6e7gJHYXQO8/3wycNxkPDX1+Tbb52r9ga5EVKInckLBJU8SzjnrHNu1Tn3BWT8FgsUfeC7gJvK1hYlJSXPNXa99q1eTP+NEG/7bs9+U1VzaQWCINfmLI/acZApezzCptDmongcCm00Zqo/YLaZsbNhqPsWZTBaY8QFqZUKtVJa1MtpqFqc9nAGXG4jnkLa8nKX1jMordFKVpYDcAriFAbKuWyx1ggXt2wfH27amq73+2NJkrym1++rsWaz9/Z3vfOcXJ9z47BIWdB3vveuUpufRebvdvbAH6+ufOj/HPv8kSOP7AI3BmChZ6PwO5KJsVeUrS3OL6WxWPJU0Ig3cRyY40RjDuTaP2SUT7jxdZaR0QiStziD9FrcGHK6Me+x2HZhQD5Vb+LGbRTbqeX7USy6bs9vEbDPOXfoab7Hme2Ic5cxai1SCtJ5IPcwWsSLHAN/7Jz7a+fc0fO7ZyUlJSVPna5a1jGdqwI6jc0Bc0ahfEQw+5IWFgxhEGoyzztBRwudDvKnq4EjWk+ZbVuaRmOUc3QGme4OMhdbFftUCPzjjfDUEHRN+SZUEU7pEyeVedhpkSyZAG0vIOZ4Xy1nwQ3BGEUtJfMOWmUebPcqD+7evWNteWkujuNwZW3tMS7bek61+Y7b33ExoyimkvPAa25R+hJwfq7NGv7X0p8PPrn8x2ulNp9nyjDUkqeCAv4ceB0SUlkYYUUrjMKjGPL4hQifEwvcFIZSMXEvfhf9GrMNf1fOwn47RvmQRZsPDwk9sUgI6qPP8H3OlCagyjDU84YBPoOMw6PAr57f3SkpKSl5+vxtM1D/ur/64X/u19/ga6YZLeAaBYGDTEm50kA/XpuLeaABQgNqRmxBbROccqLNWmGcJSMlw2AGGdoaKgpwSklbDOdGze0zIHc/FjkgARDYFA8RYQPKiHfSdrXnVsJqMowi1XJ46+31dlCrp3Ecr02Ojz+r2nzH7e8oUxHOA5sUXuL4dBXMOhwC/sv53qcSQZXpOSVnilLqYsQb+JPAd3CiZ7GoLHq8CvKGl240Bsn/jhEDsjDkiu2oDb/hmXnfioI5RWGcFY6nSXAMCUOMkGInDwG/4Zy7/xm8X8lzhLyabwUYOOfOWin2kpKSkmedXbdeHFtmjOKnjeLbNzzyOG22ZAogwzAEW5E+6Cdo8yAhcBng40hgYKSKTTXC+Q61LBanysNIJcB1mMu8UaPycacgF2UbKuUSbUyQpVkGK+ugD9XGskMTs4tHNs2NA76G/ZdcdNFDszMzv3Hdt7zlgbP8qZVcgPz7b1bB/0moDqA/f3epzRcKpWex5KmwjuT23cCJBt1GI+9Uoc1FK4yCASNDsaDImyjG5Om29VTYaLQapEXGOtIXsoYYrCb//RWkCmrJCwDnXMwoOqqkpKTkuUzrvtS8bs5kN2wzxxdnIdfmgcP6oLVyxMQoIHYVuqC1IlEWug68jIEDPzJACpmFMEKlA5U8qiv+NtNjyibO4uvUQr2IFco9iBlKMhuLSgZmVFGusB0TYAgKlOtrQ5plZoirzIeNtYPjm6YTY2o4G6O0np2ezpIkua/f75fa/ALh3R918btLbb7gKI3FkjMiz/NaQ8JPpxh5A0GEKeWJq5QWrTXyNPfjrTIKUSs8gPB4z+TT3u0N2wbRq2p+fyXfn2Wkz6Pj8W0USkpKSkpKLlx23aqB1W0mm6vBlHMSFQowSGSh1il0rKBiFEHevq5rRfBCjekjPTTi1Oh+hp7wMtuN0TrGTdZwnnG+SzVJolWapCrzDcu9Ol44ZMxkZICqGPQQSJO8drkPRvI8Ej9kMo0xzmGAGijlLJVkmK17gdpXaUZrxq8NcSqBCoMhVCpLc9u2tbdv24Yx5jR+ypKSkmeD0lgseVLykL2bEIPvjYjGbAwdhSdvZ7HRGCyMxYyRV7Lopfh0i9g8EQmjxc16/h55ysTx9/SAhlJKl7mEJSUlJSUXPLtuDYBXAmrO8Jqhw1u3uEhDJN0plAODRuMc/aHF9zWJVgS5QWkUtq7wIgtdk5mKgk6GdQrGfDSOLNLYy6KO9hU45wj0kCnfp8IAnE+mRMBDB8dlPS+C0wAGzqIcOAdJ8b7gYkvaiX3bnojCvl9p9rxAuzBM8IwGsn2HD+vd3aH32NHF+tSf/7l++7veWWpzScl5oKyGWnImOGSB8I2IMFUQRSjaUMCTG3kbw0tPzkssXn8uDEXDqJpqcSuqnWnEU7oduJZnXkjneYtSakop9Xal1MNKqT873/tTUlJS8oJm162FjrYtvHkAN1moKClmMxxkzrk0A+2kRGnqQBmSPGTUaKjLDNADMRqNhcTi6j56uo7zK4C2BmV1TYlARl5EXQVMh5lURVXFRNJIcokXQRjhVL4i6xy1NEHn68qxk/sXPd9ra6VXgrrpeaFezzLl4kE6MD7O8zUwu7S4uOPhfQevfcjUi0igkpO46ua3zk687Jt/TL/smx/WL/vmD5/v/Sl5flJ6FkueEKXUJuBGpFLoJkZ9mTxG1U3PhOJCX+QlFkJ3stF4NtnYdmNjiKt30nOaSB7jsdKreFo2I5XJNGJcl5SUlJScJ+5L9KYd2r5oyvDoEDbHDuODGjOiyX2Xa3OhvL5CaRHslBOE2wEqBWc0hKC0xgYaBqD6WUrkB+DAWofWCo0+7kBMfclVzPBRJsvjhhQZeTEbpVDkJciVVJQbgFMoNUDp5YlQd/wA5wU6w6kYhZ9l+J7nnHONsLc4FR392rG3v+e3SmPxFHhaza7Df0bmNqU2l5wTSs9iyZMxhuT5vQhpmfFUq5RuDFOFEw01zbkzFIv3zBh5FDdWai1aaPSRyqjrjJq0lzyerwMHeHwfzJKSkpKSZ5kPDcOJB1NTieFFyvEaa9GpLHVqgIqnCCJNxVP4DipaETFqMBxs8NQl1rnlbmpaSUZASqCcTkArawkzD0/BwMIgdvJH3inYeUV4kSNigEPcmgmy8RgR1hYivutK0857MVbT2C5Vx/RitaGHfuRcVMFGVeXhnDEmBnooveCU194RNaaetQ/2OcaDy92HgHlKbS45h5TGYslpUUopYB9SJfRViMb4iAFWGGFPuhlG/Q1P9/i5YmNF1Y3FdIr3TZDmrwvAHuSQfUoeh3Muc85dDdSdc6VRXVJSUnK+2HWr6jv2XONlq3145UBR9TXGaOzAkXUydC8Dm8urd2qVLbSZJLZYlzGwljQ0WCeruv0Yksxi+456AkGkwdOirL4lVn0gb2JsxVJJkRXYDrBgPNpexFp+n3YyFTjoRzwWjan5RlOl1bol8BWA8j2CwFdaqRToMb3l6OKmK/bUm5v57V/45TIS7hTYL3w0s1/46BVA3X7ho6U2l5wTypOv5ImYzm+XITl9TUZhpE9loWHjc89VEZtTUUhktmE/7Ib395BiPRcBnwD2OOc2tvgoOYkyTLekpKTkvDPzq43+VN94lwyy9PoI6igsznmtvvU7TjGuNToA/4nVVgN4gaYRhbYH2qWONLXgG2qBIsnDSHF5RThfqtkkGmI8NA7PKlQM/SgXXW1YDCqsYwgd9ExANmxJ7yovZLk2pQ5NjJP4ldQdL7ZOhvE8pJSraPPSkYtnTPCxqk32vP1d70xPeQQlANgvfLTU5pJzRmksXoAopWrANyOer3uQa/QAubCvOefOSuy+UsogeYhrzrnehvs98uqgwKVIeOZF+f+nK1BzpjxbhuJGivzKbMN9jhMicngJ8L5nf9dKSkpKSp4LKHVTDdiFaPOnEW3pIbq25ty9Zyev7gO/UWjzKrf9RP/4/btu9QBvaLxGmKWXP7xpbjxaWrhkZ9xr+OCS4UAph4tUoCoRuEGfgfaIaz44aGanfjtPQd+iI+VwqSWNRKY9rfBDg8PR6UFipShOW0vdOIOWXA8NxyLwUBh8PJuhUkscBjTjAc73UdpjLahyrFpnsVHDpSkE1lOptRhj8T2XG4oW0eZI4YKJbPhS4A/OyudaUlLytCiNxQuIPOzzPsSTV+Shd5BQyRQ4CnxYKfWbeVPxZ4oBtgKTSql1YMk51we2AZcjF2wFvAXprbjRK3guw0fPJkX4aYKM96JHcJG7WEXE/mrg9Uqpzznnls7TvpaUlJSUXGAodZMC7gcuZtR6qYtEVw6RvPf/q9RN73Hu3rOjzQeObuXRg1P8/q3rwAIf+dgA2Hb/jsuu+LPLXuH/+N/9ibrk8P6bwY0DWQoGB55DWQ3OOrRfAQ8GGrwYugPQyuFsjDYKpz1c5lDWoUnw8CDysUWFUwcDBSkK7cuqqp2YxO918eIhayhCnOQnehFOKWrJkCSaRKkMa3w6gWMlrGPSFJKMThDSnxyDVs9i0Sidoo2HNikn1hWoIdp8HfD63/6FX/7c29/1zuWz8NmWlJQ8RcqcxQuLJeBKTgyTrCFFZhziXRxwlgy13OA8hIyDVwM3KqVCYA1pVj+X78MsUsQMRq0yLgROs056SopcRI8TcyiLlh2TyIrx3Fnbu5KSkpKS5wPLjBZxQfSkxijapkjTOzuLqLf9RMw/PHCYg8cMUi/gBnbdGgJru7uN5WOfXpu7f2VMN3EzPkQJkIB1lQpBJUIrUAoiT4S7MbBg4PBFdbqhYmhT0ixjYBytNKVnM7yiB4baMDFUI6vN+oqFZkTXC+loTQ9QOJYJ2FOf5kitSSfwWQF6LsmOGJ+FSp21SgMPR8cL8LFU4yHBchv8KvgBeJ4sStus6Hu8UZs1I23eelY+25KSkqdM6Vm8QFBKzSFero0sA38O7AY+ini/vuKcO5sVrxYQY/RRpGn9DyNFzIpV0zcjF+wMWVi8kDyKhhOrrZ4qNNYxMnD1ht8bn1tFxP86Hv8dlJSUlJS8QFHqpsvAVU6SlgXgY8CDwMcRbf6Sc/eePW1+3Y3HcLbJVx57hGPLEbk2f9PC/d2Z9fneixprb04BBdYD7UA5QBtF3RhIHH0gUMAwRmmfoJegsYTGFxXsJ0TakeoKzmUoU0ilBOQ4wHqGLLOsBRG9wBAtHaEDBCjCzEHFULUJ1ioyZ1ioT9ENfNMOK844pTQO0gFJtUJsM3p+gLUKel2oNy2+D8pplCkWbo9rsxM7NVCizbWz9tmWlJQ8JUpj8cLhpzf83UeMt68A/yv/3QZWEa/f2SRCvGlDJPy0ilS7ns7f68r876I34vmiMApTxLArwkuL9hhuw/9seLwwEE/e95P/95H8zBuUUp89W3mhJSUlJSXPaX5mJBeuD+phRJP/J/BVRJtXEH0+e3zp4QrVcDtxPAB2IPn1axWTTb94bLHtK65KYBqHUQ5lNFgHDDLpmogG5RMbyMIQ10uo91ZYGWpCo6g1QyIfQJEoXyw0p5HpR0AfSI2mM1aj2hmgPWiu9+n4FdbCKi4Z0hx2CGxq670BGj87XGv6RIFFK13LMuW1W1nFM+5wta5jP9Atr0JqPJtWKnro+yrEWZw1JCkEItWeb5S1DpvZQsR9xKt7HfAPZ/UzLikpOSNKY/ECIC80cz2jtkSfAR4D/h5pUZTkxsvRs/BedaCO5Fj4SIjpfkSMAmS1NEBWSt+GFLYZz+87nxSew6JQTYqMX8OoBPjGNhkn93c8E+rA10pDsaSkpKREqZsMcAWizSugPou0WfoMx7X53rOizey69VTavA/YiWjbx4BoaLlmJeP76gE7NTR9S6B1noifq13ohSgjiZUZ0Bla4sxhGzV6VWgMMyp5jKkFEhKcy0AZsBFOK3pas2YMzd6AOE5woWIdSyvO8HRMTTmGlXG8JNaJwh2r1m2vUs0Cm2VTnXUvyJxOglAlvrGDsKqV8WlFzvrOOjwf6/uKJDUoBdqATVHGENWrdNo9+pklMLoQ8DrixS0pKTkPlMbihYEHPICsHH4O+BPkGn8EyYM4GwnzBQ3gtYiB+BCwHfEmbkbCXmuISAVIrsBk/vfTrX56tig+A40YioVhKKkTEkLLhufAyGDc2G/xiTiM5I2WlJSUlJT4iPcwYKTNIE3Qu5x9bX4dsJcbLn+Ybn87ew9VsW4T4rmsp45NLUvkKaYNTGUQOYNrVbTSmaUeA6FhuEEBnQVbMxhriBCxr4WjouQu/1mswmotBmTaqJA2KqjVNpl2jLWGWAdtZ2n0uyjfQ3kOY4exMyEqiEzdptlQewo/pKVtb2lsQqdKBanWoBQ939NZ5NNIFJ42jlA7lNbYBFJHZqC13iG2DpTeOOGYR+YnJSUl54HSWLwwyIDfAz6IhH4mwL4z6fmXV1ANEdFSgD2dZ0wpFSFtMFYRb2ETMQwtUu30VsQQ248kk29DxPJCKITkM/Iq9hHNKxZOa4z2sah6CiPj9kyM3Bbw80jBn5KSkpKSkhT4XeADnKDN9z6pNv+//+9fqZuTw+Evfeqj8ZZ7/okGst/lu04dtbLr1grVaALcKr3hBJsmGlS3zHJsydIZTAO3AGnXsj+GneM+Wxx4WnxyRH0J2bROvIvHBU9BP4DedJVaZ4jfzbChQg9lN4ZAHHg04xSjDDHgUFig2ulT6w6wOmNhqk59oUNTQSP06GeWUHv0vZDYr3iZgk4YZVq7Xg+vmmidtL0wCzwdZWiN8R1aZ9XM6WGKwg+Ur7UClHPSrkMTkGrIhu7kWcca8AvIYm5JScl5oDQWLwCccynwtbwzrQNMft+Z8IPAv0aK4BwG/lIp9ZHTvL4G3AjsRQzCTcA1wLVIGM0xpNjNVP68BuenL+KpUIhBXLS+iJHV3ohTexALvSzaZDyRwdtBQm4/+RQ+95KSkpKS5zHO3Ztr800GWVQ1+X1Pyqubyz/SiCZ+6j3f/oO749+fOvTIZPjn/7ky/7GfuXnuVFW8qzRrN3Lptj3sPXKQAwub8NQ19ONrEV1fAMYi2OQbrldQ74MpSpQHiKG4ZPN+UEaEMQXW6iHaQtTNGFQ0mXFU8zI8ITDUKYsNzWzbshxpEi+g0h9g6x7eekwF8FcGtPwINRySxUP6yqOvPbrK4HmBHoRuGKpBmtkw6/k66SXG95SKPI0bWguBT4ZS2vdU6PkKpcDaDKWUUkor5cANyfrgBSFpCngaJdr8A8An3/6ud5baXFJynrgQPEYlHPcQutwruFUptV0pdZFS6rQVwJRSFUQT+ojhP4fkV0yc5iVrwD2IYbgJ2ILoiUMMw0cR4/BViFdxY4GYCwEfOd6AE/MTE8R43JirWGB44mNwwCPAsdJQLCkpKSnZSN5j0ea5iduUumm7UjddpNRNp9Xmf86fVHbXdTAwDAIv8DrO37E7HLvmDy+dPb02Z9k9tHtHeelVs73+cHN777GUzFqioJ743iOLKR6aV1QVWz0wAWiZNMgNROjaEyGLm0ISoNMI6IYetdWeiHzfMtZxJ/S/UgNwSryJaeCxEvgk+Jh2nJdFD4gzQy9zLKQwUAovAF9Z6jal6WKyqOJbHYapI3CJVbHSpIFnu87EkctiHYV2XGeu2uvAYADpAIZDQxJLO8fQI9NgNBijCT1NBE6JNh8uDcWSkvNL6Vm8cJgBqkqpg0hRmRhZTXyiEMoq8DfA7yMRJZX81j7Vk51zmVJqiFQ33YzkI8bI6t3FwGL+3n5+uxC8im7DrShyo5Gx6+V/Fwaj2nDb+Pon+gyPAf8b+axLSkpKSko2MgtUlLqp0OY+T57bXv3M9/p//Xv3xL/7xYe3xR/eNBP96g07q0i6w+P5yMcydt0as7Q2xebJrYdveunYyp6j8XXze3rVLLk47SZLNkt3rnv4HgSeMbqVOWqZxXOQerCyuUF1rY+fDjm4cytrzR4T632MMXiphNgMkPCiokJcqiBwMLWWgYLJ9ZgxF+Ocklo3Flo2ZjGFWmSgEpENhky6hNgz7mjYcJ0gdHHmo52lYoc61MaPa5EhCHSz37dBmsYDm3gDUM74CgbiBnWRizOrTJYRxykYjyDwN5Y1PwL8ITIvKSkpOY+UxuKFQ8zI8LkXyM4gZ3EFWN/gEevmtxPIvZYe4nEcMKp2GgCvRgzDNnAVYmxaRk3szycbDT2NGISFlsScmJNYNPQ92cB9ImMxQ0T/K5ztsuclJSUlJc8HjtcDQLQ5OYNQ1JVKXa1/8Ru/J+Ub4ceg92NSjO0E1Lt/6rg2f8cV23ofOryyldXONduHqd66dPg1Ub/n0x2u64G7OvKo7hufSGrdtp80p+g5xWWLR1F53EyvM8B3KfUeTB5u0d5cpxUnjPX6DFXuhrSjPlMe4pG0FnoWag6qPvQtrOJQvqafWLpZfvCZxbmUhrE0wfXSgUqNcbbeMFG7k3QqVRcYpa32B6EyEUlCO6zgKlVjY5dZ5ZnY0wSh1KKLlXZZlhHEsQqAxKjjlesUWJWyFOyO7t/6oW3rvOuZf4klJSVPn9JYvEBwzq1t+Hdwhq9xyALhKVFKechKaAjcgISh3s+o+fxDiIHYRVY8dyH5ij7nf2wURl6xIOpvuC9BjEKfE7WvMLg38kQhqOtIWG4dCW89o8+9pKSkpOSFgXP3blxI7J/Ja/JCNqfX5nf/lIdE8/hIfYClg9Xga1y87TqM8sL5o4/Qal0dJ6a9dnSs50WDbzq2JZxKM+u3q01T6XfZksQERkRrve5RTyxmKKGcO+c7dFY71LvyBkMgdSKaxQHUXYqvPKySjhmeygXWwISDLLH0HMSxWMnKODKlWHfGVZNMOU0WLi8PKlg/SKxb8n3d8vykp4wXOOsxGNisZkAHPorYgc6cg6EDDUEQaHwP0oQsSXFaH897UbBKh3vG750YQ+YvpTaXlJxHzrdBUHIOyAvlXAP8C+BypPT3ISQn8QhSAvzrwIuQgjYNpMhNH7lW15/9vX4chTfQIGJRrOzCcT05Xvk05cTV3zPJs3RI36ZPIZ/FKUN3S0pKSkpKzgbq3T+lkZ7KP4Zo85eBowSVRy6q147QbH4ubrWbaZsb47GxpltZbGRBPJ16etAJfXNg+3R9cmWF5uEVuo0KumfYPTXF4nSTFz28G1szzE/XmDnQotEdhdoUifsaMEGTbtyirTQu9PCSjNA6nIWjFqgpgqFjRcOa1VgsiTG0koxmGtONUV8OFA3fM1OeDha9QB0JQ1fFYVymA6Uhc6kzxusN09Q44lAplXq+VX5NW9/BcEhGvn+eT+Y0xBoTghFtvt+0vb+pHKp8HUmTKSkpOY+UxuJzBKWUcc6dqora456HVPb8l8jK5QAxoD6NaEaEhJq+BvgnSMPfR5A2GhUkNPV89lM8FSliMBYhqGH+2yHHVhiMReGbMzEYO0hF2D2I0bkdaYBcUlJSUlJyZuy61fCRjz25Nr/7pwxS2fMngB3IAmdmxrd85nUv/2b9/Z35KDm8u/LAunqDt1j7x1FXzU3oxUe88Vbzy1fNVY5WJv35KFJvenAPzRT2RhVWJiusqQrNTkYaGFLPY5AmWE+hY4dTuRhm0lLD10DcpV/T4DSdyTokA7YfG5A5eCADD59ZFzPogHGW1FPMhz6eZ9E9Ec5Fr0ovDOhrnY55aWR1YNdsqBvGU5FKVOKcSzzf2hRPO9KOMYGnta4wtIOB1Q4gTSFJSMMIfMkeyXNI2sB8tj3dr5wqtbmk5AKgNBafAyilQmCHUuoYciE9ZWuNPDexgqxcjiFi9BngY0j57SkkBPWHkb5NGjEmM8SInMl/X2gU47TIS9xY8KYwGgsDEh5vKBZGZZHP2EfEZxLxos6fo/0uKSkpKXm+suvWENjBrluPInaU4SMfe7w2S25iBbjRg2Ydsi58JoGPNePu4X936AszV/1VfO0X/77xo/uH029eeLGvb+zv6zPu2YRGZBM707SdynVLK9jGJPeONzk6PYaPYo2A6+cPsObXaQxjLl/ts2yhFVTRzRpzq4t0TV6EIANFRq0r4ukn66SBpmukEurF3ZTeMMZaUBlkPsy7kCMx+MbQI6ODA18zVckInPOXtKJnlUp7/SyMKraR9bQOAhX7vg6zgQ2cCoeepwNtIMu0h6zOkiRYa512SrTZQaboGziAaHNjuHlwODwanbo3ZUlJybNGaSxe4CildiItLi4HDiKVwbYopT6N5B32kWuvRbyDm4API+EtAH+B5OZtAsaB1yE5ErX8tQZpk1FUUr0QMYjnUOW/h4yKuiWMjEOPU3sUiwI4BSlS2GYRMZC/5JwrcyJKSk6BUupHgHHn3K+c730pKbkg2HWrAnZ2fW9bf6xyyd4bLtp/zT88slrrDWfZdeunGemraPOrrx5Dqqp+oApfvC4M7ZjRf/aRXr/9aw89tmXGbZr6yqHaG9KH1PVZ06v1x7Lh+qXrrj+Y2tbxpyv7Lp+pHKlPsvnACo1uwlq1yXKtxjD08YYdti/vpzmwRL0BDmjVagyqTSZdhgf4AQzynMWAUVECr+dY6WcsVgKWQsNYmhJUAuYt7I8TLvEdqhtTjeDQoM+xvmGGgInEofqOqnZmaZ00qDpVCUht5IbJ0KulnmczY5K4EiljNA6Cgc2UzcTFmWQWo8DzPKXT2Gg8fKPJP68FEpb9g+FM97rOl75l/m2lNpeUnII9a/wLQF8yzm+c6/dSzpWLNhcaec7hRYgx+FbgxchK226kj6IG3gm8FMlB3A/sZWRUFZVPHyxCV5VSNyLhqa9A+jEWYTNF8vgUz75X8cnaWmx8XtFL0iLG7zSjHMXCEHyibTlEiAbA15A8xYeRz/KDwCHnnD39y0tKXnjkfV6L0vU1VwpGyQuZXbcaJL2jOkz5rmWPFwcw4RrhI5Pt4TW5EP0M0qu40OY9f9eoeG+9ai5Z9L0QWdR9yP37X8sAvv7mn7nxy9e+6G3D8e5Nx2y0Y+eXF9PhdQMm6u0gzszw8xMXT/W2jEWpD83FLhcdXcTh8bmLr6Q91cCnw7f89V9z7cJBqt0BceaxMjnNtvYqE8MBgbNoRECXgVDDjAXloOU092cw4SyeB4fzno1xijvmtJrxLQtdOKAUngc7MkfXwmZtmGn6DCo1O1+tD6wXeFXfs8MwaIOejNNMo3SW+r5RRoNSKnWQDGOCwEcpjTaaOE6pRoH1fa/olfxV4CF/d/Do1MdndNAOPnDg3+49/PZ3vbPU5pKSDexZo07e8u2Scarn+v1Kz+IFRh5K+lYkryFCvH5B/vd1iNGTAe9CJnGbEKPn1xAj8GHE87YAOKVUA7gSeAtwa769okDaer7dMc6sKMzZ5kwNxSFi6BXhshOMitzo/P6T+ytufH1x/xrwWP7bIKGo+/K/dyil9peT4ZKSE/gceX/T8twoeUGz61Z1pOf944pKfzRTVJRl21hKaCKiqD28HnAZpAn8B2ApEk/i14HfeH27v23h848+/O92bo7v2jq50P7sg5ZdtzYevXr22v/+X9/ypspu+41h3996mEnf294bNk2ydu/w0mqMN7538zaVhB5ZE9LNW7n3oitIqNKLQq47/BhXHDlIRRl850BrJuMh00cPoI3hyOQmSGNm2qv0I00aefQqGhU7zNKQh6NJVjOfJD1GzVPMJhnTwGKCOpxZ2kCgoWMd2wgxOiG0jjGjaRjcMi72HXE3szareCGRHg8HVtfivupivNiYtBb52nlGZb0hymiMVuhKgLU4nWYqv6isIfUD1gA/GYsf87v+gSM/MO8h+Z37nu2vu6TkAueLnFj48ZxSGosXEHlu4ncC/w64FDF0Cq+ZY1R8xgIvQYykNSRXYhdiOLXz54wjBuNW4LuQgjYzjL5zDwmVuRDaZJyOIjcRxMta5B4WeYob+yyeDpU/d5DfxvL/twBHkfyIBIjLyXBJyeOYyn/H53UvSkrOJ7tujXop3+my9N/tG3oXa5u6mo+ZjiDu4hZT/AkfZap4KbzUQpbC6sPbLlk3q6vfdGNv1QDrL9p2g/dez4x9/OKJRarJtoWrwu+Y9+qvcTe4Gb237pme5UA0ZsZ61fpXpnd4h3fMejY2JKbCRG+Fo2NTXLl6mMZwlXs3XcOqXca2DrJ78zZqgwGXHjhIBAw9y9GxaXSWoodDcJBosDhmFgcMagGJB2NJhwnr0XeWsQRqBjJPEfYctQxagabja5IutJMhCmiiaQQpq7UGa7VZPGdrUZpg09Tq2NepxVmllQsjtGe08j0UBqViIt8DBRkOqw21auS0UkNkQXgMsL7yto5fPn7Mb3jz4cFKkmxOymtPScnjGct/Pyvnx4VqJLzgyKuYvh74ecSQKbxmx5/Cie0kQIyeKnAZ4jH8FGIk7kQKt7weKXbzcsQwPOEtke/fP7tHctYpDGbLyEAsKoHDk1c+LQzMLtIqYxFZpXwFcAliZP+uc27xdBsoKXkB8x7gp4CfPM/7UVJyfth1q/kf++beeGW49HODLNty3/qESl2kfS/lZROrHO04VQlDdf34OjPg5Q1/XRtqexN7VbOb7min7m8avpq49sHdO/e4mebu9Kqpg/9EXb+4Xd/UTxvVistoVWvEYcgBNa39ZOCvzdS9VrVCv1sD6zPUin5WZf/4LNo5/MGA1czn7y++kenWCtV2D50pekvHaCYdjjUncVbxkl6bEPC6lrhrZdK3EjPvYNUMGR8z1NehYaHXCBgqzdLyQFpuDBxHaz5hUzPVtkwEHtU4Zhgq1wl8C9a049RGrbZjrqbMIDFVlelFpfCToW14Rg8HMR6KWjUCdF4owWHAaaUcos1fAxboc8jE3svDhfCi2MT/qPGl5m9/71/+eKnNJSWP53eAHwdufzberDQWLxx2AN+HeALPtH1Fhhh7E/lrLGIYvgrJRbwKMRr1Sa9xQA8paHOhtcnYSGEYbsxLzJC8TM2JRuMTbaNw0z8M/CXwzYzCWn1AK6W2AovOueRsHkBJyXOcPwA+C9xzvnekpOR8MN+rXNRN+Kd/tHTxlr2davi1ZEzVPMekHvKXR+eY8Dq8eKbHVNhnzWpmowHLgZd1wolgbWzT5GptOjg0U7fddnDT2u7w1V981ZYwu7l6tb91UO37nk5jR2u1hlEu607iurbSS+1YpaOqeqwdo4KYYS+hj8FYSzMeslyNmOivo13Eiva5tH8EjEYlKT0MSypkbv4QaSWEJGagNF0U1mXUgEjBWAbL9YgDtWk2racsmxjbiZly4CJYT3x6CdQ7Fh/LCo6VYcZlRrGbUGnrTLC6YttBxRyp1ZjqpWklJGsZbXWojT9MdRbHJErj1SJnAk9lsSUClEw7NKLlGfAQ8HEs3zo8lCT9L8bW054ZXN73Pu59YCuwcEt62+OqzJaUvID5XcRB9Kxoc2ksXgAopTYDtwFvRIy8MyVk1GdwHTEOpxDDs5LfX3jjiv685K+pcmF7FTeGmfqcuP8bw3OfiKKgjUGM43/If2fACnAI+BskjHczEsJbGoslJSNawCqjglglJS8YGt7vb3nL2Evfum/oven+7mTkivXLRKHJuIxlJmcHzMcV9plxKsMBnfGQ5Yu2ho2ja3ZCp+bBS7enn3n5q68dmOE0C93t2Za4UpvSHq5q21mkTOKy6w/vNdNHW+4rl11pH5ut1drUPddX+Ikh05bJZEh7qGnPjJHVhuimphc1GV/sMKiEPLj5MrxezGplgu2H91GN23SThPH+kJXqJraurtENI2p2na4F5yvCjmOmP6CVLNBIYiLPccjAA0M4FEPfs8TKsRBrTObQRtPQFcJq4gJSlTmNqgZ+hLamUtW11NJ1ytkMkyWK9sAxZWI8Y1zqQkUia7a5qBfa7AF9s+Z9vnFfo7d23drQH3jLlcOVwy50n4gOVTpIXYYKos8lJSVAu32onab91YmJy54VbS6NxfOIUspHwkT/A1LxtHEGL9toRGVIkbMeciEdR6qo1hjl+mWMvHAxkhtQ58L1KBbHt3H/UsQYLnIsi8cto5xEePwxFUbmOlIt9iASsltFigGNIQU8tiD5nVcrpb7mnOue9aMqKXluMotM1gLKhZSSFwhKvd9HNPmXPr42e4OnXMNtWFsd1306ztC8vMLWTSF722N8oHmJe8XkMfU3L76cCTXImpOtwQMXX95d2Lp1Pan3x8f95YvXt45XXOhctt5jPVNZVqkx0BXzyHQ2fGzMDo/WxxvogVLOkfk+R6MmOFgzKRgPfMN8dQaVWMY6R2lHVdr1Bimaz131EqbWlojDgGZ/lbGVNWrhKr1xxWHapLEm9pp4JGRpRoMYYx1+t8+RUGOqhmUd8JVuyrxSzMUZY1hCYrRxRCg3awdqIvVU5vusDwcc8itpXan1Bq6ubOoNVKQCi0o6XRuHVTUMNBalkm5MpaLwveNTTh/R9RbwmGoF8/FYdply1PzVYDuGZjqZ3rP47ce2zHx402JlX/Xqj3sfeOCW9Lbesz0WSkouRHY/8iczaTrY1G4dCC657a5zrs2lsXieUErNIrHGbwFuQCZjZ/TS/HfRCkIjHsa5k7ax0XAa5I8VFUQvVEMRTr1vhlEPyCKXM9nw98mv2WhQB8AxYB75nPcjBuJOxGi8Duk9Wc3f4zeQ/ImSkhI5X1aRBamSkuc9Sr1/K/Cj4N4M7rq+9fNonwrQxydjJlzGJRNYrfl6d4yqSTBTgToyvYWD0aRbWEuTx65/KUtXbA1rtrVzc+OIP6haNH1qLlN+GBPHDeraDBPV9TubArM2nNKVYaIyBVnoE/qGYQJkmqnhgFZUIfE80BYXg3EZfedIjy3Smpqgp5usBz5Ru8XNexbZ2lplb3Ocq45+napL6EYR4WDA1HrMog+HJnzC1YSdGj570QT+ZMglj64wVguItWF9sUOIo4pm0gupBlYFccIeoxlLNIGnGTPOUAmrfa1cK0Ubp1WibOo3myowHjYKyKyj0x+SYJlsNBzOKaUUSZoGOI76vne0dfng+vRib//WjzXujY6FO+NGXLU6vWH2/VveFC6EVWSO8+tIKklJyQue1vr+/Q63+uX7frPHbXed8/crjcVnmbw1RhX458DbEe/WmYRUPm5TiHoVeXenakhvkRBLi7Sc0IhX8blGcawwyj8sjMGEUf/Fk/stFm1GHgX+CBGcNyDtprL8diXwTcgq518z6ilXUvKCxzlXVBEuKXleo9T7N2rzj0A2Bk5LQE5RHy4iIWZffzMpAS0HE1NVtqpFvFqf1Uu2k23ZqnynK+1GPVO2l0V23XORrzu6Ts/WCbDU8J3v2U6i2y51YQhaK8/W1/0Aq8FhGNoKRBq6GZVBn6FRJFkIiQFlaVfr2F6LybUF+vUavWYF7+g6a92Uz8zs4BI/xFcBYa/HZarNei2i4iV0KoqwN2TSpeDgsA+D1oC6Szi0PGBxqNHaIyIjRDGtLK1QsZootgaGYTXkYAwaRZiihkpHlw26TCax3ZP4JtXKjU3VnZd5th9bT4XaVScbelVrSBIVJimVMHBZmtrU2od93/uftXmv6q3zBn/dX6vsr9nMy4auY64LhuEtCpWiuHv6TRMr521wlJRcYPzQd/6nATD44e/8z8/K+5XG4rOEUkoj4Y7XAm8G3gZMPs3NFUYQnFjoJWGUh1gYQxVGuY1PVjn0QqbopQgn5iyeXCH2ZPpI1dNZZFVyBQlF3YEYhn1kgtDLt/ENSqmPAyvOubIRcMkLGqVUDUidc8PzvS8lJecCpd5faPN1iDZ/HzAORhXBO57KcE6ToaEa4sYqKJ1xdFvARKWLf3GDf7j8Oha3b2JqtZ1NzA5xO0JV0wPjpUa3dZJ4+H7NDOhlZL0wyirpsNolCnq26Uh1lnqxGbiilEAEVssSptHMz06BCnIVtwRaETebMBbioio7lxdZ8qGSZLQ3beZg3VBfnWB8aYlWq8nBTOMfWWCy3cF5jqUAklVH00Ev95sOB46u5zPTT1A2ZgEY4mh6Hps9jatrmsqDeAiJYrNLcFWfA0mY9YJQpTXfGZSz1vmQWjBaOYezVoWJYizUVJTCaY1COd+nHxlzOaQzOvP2qEyvqIDLlKfmgjRYICUGqonf6rV/cMlrfMM1b/7w1vf/dWXBW70lva3U5pIXNO/4WVUHkrt+6dnR5tJYPIvkXsM5YN051zrp4SrwT4FvBa5h5Cl7Wm/F6LsrQi4tJxqKMApLLfoVPtcMxZON2zPpq7gRteGWAo8hZbp/AskPPYK0HPEQw/31yGfXBT5G6VEpeQGTt/PZhkQnHD7Pu1NS8vT5wG8U2rzGbT9xcqGUOrJ4+y3A1RzXZgX4KOW4YrxPux8zP6jjAti+wxIHEaEeUh12+czrXkR/6wzYGt1Z3yz7Piob2tp411isC1XXV7qKtuuZb6vYdDywyqOfhM6aoYNQ9VtVGPpQD8DkATNJvh9KjzLzgSaKJa3BRqxVNWPdHhaftYsuxTpH49h+1rw6y/WUG+Iu42mb9TSjlToSrXHWsGfGw6ykRHFCvB4TN32mSemg6EWaCc9weTdGZY4DmabqefhZRjWJuVzHruYF6mv1Jp4OWHC+ainUVDVUqXOkMTqILKGniFPAZlT6GVEUoTwP+pmmEml8nIdJ083po2Ofm+7U9tR/UqWq0OY5wHOpmhw86L3mHxqPpYev7/Zu/sQVd1Nqc8kLmHf8rDJI54Q2cq6cc0pj8exStKs4CLRy41H62Eqo4+2Ih+tsGW0bG9RvbFhvGLXIKO670HMVT0VhBG8selP8Xzy+EXfSfSlyMs0jhX0qwM3Ai5Dqp7MUMwJ57QOIQM3l4XclJS9YnHOZUuogch6VlDyXiRBDcD/w8K7XvlUfWdrGfQ+/sgl8G/AjiCZs0GYHxDSrQ5K6xQ4yLgoXOdit0H8wpX3FLJtfPEFWjWBqnKnOGm2vj9sRYLPUVtO+atBzzgyt0kalqdKJnjAdHaZRvOaWvIZt+5PG2kzpdFzbpUUq/aP0vW0QVsE60IWcbZiqac2SAjCQpVgLByemySo1nE1AxRyanmXJa3HR8gLzs7O0ByFzC0sMKhGPTe/Enz/IoWqFlj9kWyUgyzRHF/psqXhMbvP4uvKoR4qd+2KWjKUed5nt1YgB02yg4jZtpVyqsVWjVM9oVfWMMxHOZR6ZUyqLHaaqUKkjtdYFvp9PiQDlUhiseSo6bLtuWNlXrVQfaH7jwLkbPcWWUDE7AOXA913DNT5jHvjCYPeOL152YO5X0n9fanPJC5q7fsll7/jZZ1ebS2Px7DIEPg/0lFIBcAXi3fs24AeQqoJnk6ISaFHoZWOoaRGWeXK45oVGEV5aGL0bcw83HltB0XfxVMdz8n0aWYG8H1gCXol4D69BJg8WMSYV8D+AjwK7kII4JSUveJxz/fO9DyUlZ4EBcC/QU+r94dUXX3qFk/70bwXeBm5G5l0eJ2Y7QKtv6Bz18RLLRKTAN6zM1onrmqWXXkw/TKi2fNrVMZgMCUJH3VtUU6qNSkLVUzVdsYnFWYvydMMknldxKOOMp5fpE+peOAWb6mT9GIK8WHmheoWyF2rv5xkmiQ+eB8ZgEku1N6SnLTrQ+DahHfgMpif4SuNqwt46244dQS+t0at5uLGImaMrpG3HoB6R1TS+8lmLB1yiHW8Y9hm0VXZ43FcmQk/2Uhe6vhvUxnW3VudoR7mkFikbeKYb1FHGo6FT1YuzzDPGJNaRWkuYKvqZI4sT5Zl8umkBpzU266dx+76JT25fqX91/BUpvEbBFda5EKWyNnTyggy/O0X1E69+8OJ/9JqvX1xqc0kJcNcvPbvaXBqLZxHnnAPWckNxB1K85vXAdwHT5+At1Ul/F4YUPN7LdqGycZ9PNgxP54E9U89sihSz+SpiLG5G8lKi/PGjwO8AnwTuY1QMp2ydUVJSUvJ84bafyLX5/QGw8+DRi5qdfvgW4NuBSYn3LLI3iq4OUnDbNHzSOCNLqhwdePibQI9rsJreZ9dwl0c0N1vC7XXG/UNgB3jKKmUcTg/ARipxVjf8VZdZWLObnOpNKV/Baj0gUzOAB7pKXA9BZYVBJbuTOVBKlDIFYgVK4dIhyotAKdIsYXLQp6IUKwTUBpbW5AxHncJbWaAxUDwytY2jzRkCb0C0tcGmuM2cS5i3QwZDD6MtSdWDzGI1TDpnsshZVwsYkCjdqKmhCrCJdou1cV0N+6R+RuYZfK1RBHgqNkGakJkQpRQuCfA9h8GhcNi+JdGa0E9TtF5NWu5rx3orq2Px1JxRXDeEKJ+UHg49875/uPrKT/7D9dfe9wv/6wPZdL/xCBISX1JS8ixTGotnGaXUDFJQ5Q3AxcA/ZmScPBsUhtRzwVAsODkv8YlyLM/UCHaItAbAaxGv7ksRg9FDStx9Fvjfzrl9G1639ynue0lJSUnJBY5S758FLgde0+mPXwp8D5I6wmgq5BEAjixvKmrBB2M0Wd+ChkSDXbTg90nGO/gNS2dHhZABWdBm6G8msT5Tdp0+NdaJmDZHlVYVZdOEYDCmJlsDWtZnWJsAFKQdiKqQmtxYVGKzJmCSjOlhwmI1wGYOPAPKR3ladjuDzNMcqQQQ+qA85mc3o0xKL9QsVKv0s5gHL95JoKpce+DLXL7/MQ5rTeIgtJr+IGWsYaiHGftswKwHDPp026n2TYBnqmQDRxJmTsVD105qaug0qakRJClRqCFSrkKgSB0qyUB54Ds8m5ApJfZvOMTpCgmk/tCE9YXgtYzpTQnJTR7ellApD4iDSb5wzdWV97/1U9fuB+APboNSm0tKzhulsXgWyQPyfaRYyj8CrufZNRSfLzxRfmWRt/hk3sUYWSpOkeIcbwDehBQassA9wJ1AppQad86tPfPdLikpKSm50MgrngZI/YBvQSJMckOxWH+UenCxvCJ/pSVd6iJBQkDQx4QVGpPQftFWwovrTFyvUdtCbJwwbFep1XtE65qZYIX9foafDfGjHn0cK2oHK2aCxWlLmvmQ1UHHomZ9R9ZP0BUfpUdhqJnvkdkU7cAuHYVqFSYmwRlI83VV3wObgVNABp7B67So6BQ7bugkHp2kzjXHFmk4xSD0iJshj3bBmJBGA7Z7McFkncFKjEkd3UDRx7AeeUR+nTSzJDVPJeO+CldipjzFEh7O1/LROafSzFmH1p7xcNYx6PeJAp8w9DEmQ6ZIw6GBDO3iess/qnZPvSUjfb1CRR6eBf62eVH1jn9/2Zvt4vczds8fsH5OB0dJScmTUhqLZ4ncULwBeAvSHqPIiys5Nc8kTPZMwlANEke0D1lNfgnyfWTAF4B/nz+2jVEV2ZKSkpKS5xF5/8TrgVuRAnRX8zhtdnlMS0ZegjTHQ3os5i68QUoWgLmsSnTdFNXtVUK9RG3YobIFesEEgT7GtI5ZXg/Qm2O2eOuY2LGiJllhAmt8uiaV7SUGegFkGc7T2C6gU0yoxIUJoBxLFQVaw8QEKJOnUzo82yKz4PyxPJnDgufh6x6hsYTLHZJ6QLXhMQirHNBNrj3cZqLlqNUs8XSIW0uoDmIaqXwGW1Ts/LpSdqhQ9Yhjs3XWszq9qiJsJ3RthaqXsO45iDz8QIOx0IcEo7WyaA+U0YQYfN/H6BQyDdpgVCra3DX7o3u2XK2C5MVWq8hal2W4ew3qF/5ucXLfYhLOMaroXlJSch4pjcWzxxjw4vz2GkZdfEtOzUZD8Vz0fyxCWQ8jq8hxfn8C/ArwNedcopTan+ealpSUlJQ8/xhHUhBuAF7NqbTZKJgMoN3d0JShSKE3gA+eDyaCLsQGokqHcK4OlSmorGBqXSLadDPHw1nIymKXLZWIsamU9bRBJ5vBYsSwAtmmcpBlYAKUBq/pQdyHsKj3ZjhesNsB9SpkCrwEnMJ4AdaCs0jlVJWBDrFDSyeo0hkPmGvt5/pjDxHYhJn1HkfHZjj2Yp9q7EjSIdury7SXE9KuZTyOCUKtHD5H/BqdamhnlxK9b4vPoDGGtRmVdUdHOXodx2QlwzPGkaLAYa3DqQTfgywxVCoGiEV1uxVZlg2tRVlbH2aHs7D/IkKGaEhcFmeb0/8wfqTy4E/tfVXywe9n3z1/QKnNJSUXAKWxeBZQSo0hlTb/MdKWoX5+9+g5R2Eonk2jsSgHUGdU4q4PfBi42zmXwPGiRCUlJSUlzzOUev84os3fg3gXm/LIEJGbPNjEeRBbyHxGhW4iRoVuEBVJgGUYrIY4PY7vPFjrMrlpSN3rYpWjldTpN7cwdtEyJu2znFTo+RF9m+ExROFIshroALwUGlp2x7Mo44FXA/So7BtIsZuNSpWXhRsmEZLzmIjBm2lYXyczBqoBVDTd1Yw9Wy9F93sEg6/Tv7RO2Olg1jzqB4fETuHVfOJUsZYpVJLSCXy6M03WyHQ/dmTHVq3KtLaugqJHoDvY1KC9MVC+UqQkWUwvznAqI6yGaL2h25UBwiFYH2Lt0fYSfV/UTNY8ra1P4Lz+cCr90EM/2/rUHbd/fwJQGoolJRcOpbH4DMkrn14H/BDiUSw/06fP2fQuxvntRqTQkEKal/5fnlvFf0pKSkpKniJ55dPrkR6Krwa8UYBJYYnlbkSbQFwRr90Jnac8uRWKMQbedZCOGfzFFoFV2Dijv+rhoia6pmBQw9cxfkNRGWTYWONXNWNunW4ySz/T0BlAlELNgPakA/BQg3MSbno6dCoexOHGFh+A8aRiqrZ5JVUFnkHZAR2/jlXrBC5h3Q8IUsdst0K13aZpYjyd0qg4WtvGyToZbjmmFYWE3YSKsRzyPCb6VtfXllHBONQCgqAKFZ+hDagkDtfpkP3/7P15mGTJWd+LfyLirLnXXl29zz6aVSMhGAkJCSEQAoMwllltgxdd2yAE92IsSwZs2cj8sK+NkO61LfCGDQPI9pVZBFggAQKNGAmts8/0Nr3VXlm5nTUifn9EZld1q2emu6dnuro7P89TT+V6MvLkOeeNN973/b79AUGtQRSHSAN2pOaKBGnIAo8wEZBTkMtSLMb3+aHcrwYKH+9kc837zfvfEQn+3qX/5mPGjHlxGDs2F8mwNvFW3PLjGs4Y/X3gzYz356XyXOqnl8oosljgZgge8CngMc4uShmzgxBCfAB4G/BV1trjV3o8Y8aMuUq4958KXD1ifufj+zcgvAv4IZyOgOdMtjnnTYozkcQEtiKOhpE596oQ3yBJopiSjMrtNcpeSZgmeDLETINd7xJMQBmFhGlKzSvphR6rYR1fWKT2kLYEz7p01kKCJ8H6kA4dUx/n8OXnDHHUZxGc5fLU1nPW4PJXxdaL43j4XElrsIkfwezSCYz1WW/NMZOusTRfoe8tETU14uQmGg+hFEtBiI180lZEJ6wQd1Lb8n0b9LuyTMBEHllaYpTBBj4t64PISENFSp0wDghDNxYhFZQaPDBYjLWgUiiklH0vD1IvVdbmql4qumPbvNN5z1vEv8f1DL/vZz5qT13p8Yx5aRk7NxeBEELiDM8/AjrAJnA/TiTlctfcXU88l/rppVIAJ4EDuNSjdeABYHmcerqj+QHcdenDuPSxMWPGjHlu7v2nEvgG4N1P9cRanmUJyK8GveC8Mo+zHEPAPVZuu2/Z8spG6agCG0tM3YBXEM4Y7N4K5skMOR8jGnWmpjKKYxKSlHKygjeRoa1HYSpoDKX0aOsWlDkUMcQe1CLo5NAeQK3mooUakOfRfTvThVg7Z3O79RK5a1GhvaEiKVBkLtKIQNuCA+3DPBbvJ6hEzA5WCLvLeNbSFDmrrTmC3DCRDVClwQ9DepMRYZISBB42rIhASqEp0UIgQxCJQUqFUSMxIEMgAwglSo328XBfei4NtcwVnszcdytVHi6J06rt36CEbFhY+Yt967/2wBtPLn/pF987ts07l+/DnUQP4NTlx1xHjJ3Fi+flwD7cVXIP4314oTjL+9I51V2c6NAkznJ9GljFJfykz/G+MVcIIUTM1vnUvZJjGTNmzFWFAO4bZOz9dyej2SOofa5pITjTM2qtqxmG8NhKZhk5kCNBmdHrLUiLDqFfVGAjpWw0IQuYeFMVb1+D2oSgkeTkrRwbhqTMoE0bTE7/eELamsBvuqb02ouR+EhtKGUJxkIQQCicQzjyvbYFDrfjqRwFZOU28e4wGEYiS8gleNqloloBpiQJWiw3drv2GwWkQUAn8gmLkj0243gZo4K61nUlM+mJqdNtasqQe5K0EEigbzxWavNMi4ImKVGsUCiElBTaIIzAU5IQF0GktEMnUeKpAlNaAq2cQywNBOlm1A9aQAvtmyLhwX/6/V9Yz0JTwYV2x+ww3vOtfp2tI3Nsm69DxtGwi8Baa3CN3A/jnJCxo3jhKF7a480AM8AA+B3gHbhWGZkQojVMJx6zs/jdbbcfu2KjGDNmzNXFF35a/79LtQe/88nW4X+dTk2XeMq1UfTZCrmNglYGZ44UWyZccna+Z4kkoxGnVKopsjeAjoFIIXdV8Soh1vfpFX1OrHTp9utIaYlpA5ZYBsS+xpMCjUJTBSsI/QFCCyh9qEcwEW1LIQWrDNa5XKALot5xZJEMNWwistR3TuaITDnxGzw3/tIHEREWKQvdkwhTUFtfpT7oojFsyDpFXMVKj061QjndZHlqn1qnIVa7ktT38XQG1lCEEMQe3qSlmFLYqkGiEPgIPDCCpBPQ6dYwJkQAqjRQjBzxFG00Jg3cd/QEhCVi0yN4vDkTGDEQyN+O8H4kC80RIBc/86Mt8TM/OrbNOw1TbrfNj1yxcYy5YoydxQtEOO4B3o1LPW1c4SGNeW56OIn0Y8AvAx1rbQpM4ERvKlduaGOehbu23e5dsVGMGTPmqkH86ANC3PzAvf98sf6Tv2dq90NUd45ijgvVpcM/g4soBsPnSjiv4OYo8qgoCjDpcDOTUK2nNPf5FDYg70vMUsbefZtM7k1o1Hq0/BUCCnJRUNmX0WiV2FHkMquSmiqFid1HG1ydZMK27FgFZuSwWqROEbYEK/C0ZTIvzslSdeO328VTbUal6NHIO9yx8mXqSY8iNYRC07IJwSBnSq9hA0s50FSKNv1+m1wrUmnYbIR0A5964KKCUSrZHReEMqBEYcocrPsCfmSRokRKFxAUvkFFo7JDD2stwhvua2OhlPBE1JNppSKIjwnkfwW69j0/n2JUS5XxPbjsnzE7i5dtu925YqMYc8UYR8YuHAH8GPA6xk721UCImyF8hrPTJgqcMYqB/hUY15jzIISY4OxJwmuu1FjGjBlzFfE7SPW0+fHTePc7tZeRNzXSONteBzhMLz3Tv3AkZCMQGKZqikEmGBRg8ElKH7qgJLTmod9XmOWEYG9ION2lWs/Qvk+ocpQwVEVKu5gmtxOYsgOUBNTJURBIrAggEm5Y55ZMDkdk5XBapgIGjZuc6A2WUgnW49Ddtxp06ZRUpcKWFm1BKgEiYsPXJNV5FoqM5ZvupJa02d07TpBlrFBjo3Ujc/4a8RPrCDKiqqTOAG8F2kVEx1YQfkxkCtRgQMMWWEIUHrlVGJu5YYUQhpYc52LndQ9fW0TfAAFSCIRvsKbAlBLaEX7Pjyw2teSfFoRnHI8bl79TD4LFauF1Y1xG0JgdwHveImY52zZ/7ZUay5grx9hZfB6EED5OdvtvAX+JsaN4Ps5TlX9Fsbj+ihZYBh611o7MchvnQG5cmaGNeRZ+krOPoV1CCGWt1c/2hjFjxly/CPGAD7wW+EEN3+J6TmxvKeEP/zK2BG4MLqoYbLutAB8LtPuC0gIIvD0QzkJaAjH063X0Sk5+aIMoqiOqoHdFrBZVwrLPfLRCUSgSGhR4JFQw1DCjtstyKPoyqk0scqeGek5FxFYiLIRSbAU/xVAHTpdDPzcFGQEKIQW+MWBKEJrYtKl6OcsTc7YXNMVkZxUfRZwnyLDGyWiOkpi71Cmkl6FrDcR6n25Yw+SWjbbFq5XEFChbYqoeeRoRlSXCSvIitEGgBMKl9A53GUZJytzDzwx4BiPBa3t4PuRKI9aVpVuppggbopaAR7+xfJsGmN989UauOg8FujG2zTuLf3zO/f3veYuQP/NRe6608JhrmLGz+BwMHcXvw/Vpupvx/no2znUULVsqAVcCCyzhHMI/ttaeWb201uY4oZsxO4Rhr9K/dc7DHi5lePxbjRkz5iyGPRS/D3g7cCcU3pbzN3IMRyLb4fBdro5uy1wZRN2JrigJZQ/KQmy9tg9lItAd8HcrylpE1duk3kjwZUlQhISJQC9BdabEYmgPYig1oZeTxhJMhJXBcDzW9XEcKZ7qoeDLSDfEAzSooXOoBFvRRwvo3A0960JQhagGqoDCIhDOV9YalCIJZ8j1AOt7wstz4nSdE9E0t4k1GxQdXS9r3p7uMXZ5m2Sbhq71GDwzoCgrCF3QzyKq/ZJSCkxQoxtVqFqFLjP8QGG0ElkKQWxQ5CQotBWEGzkCCaVADiTWK9G+QNsAW5RIoUy46C8nfmXj0Rtu+OQ/eeTlZ7J+/vSXyaAxFrjZQbznLSIA/sY5D4c427z20o9ozJVi7Pw8C8M2GV8L/ANgL+N9dT4M54+0uoKPK0eG66l4pccx5nkYCg39Hm6pfztNXNTg/3vJBzVmzJgdixAPSFw5yD/Eta3yti71hi3vaiT8MmIkOQqjVFQrNGENpDKUqdzq8lc3RL6h95gPu8Aua+r7N6jf6zF7gw+9Pl5SUqxBvWJoGk1nqcYgnCazAqEiSkoiXZKRYqTAlBFo6xRLlWAUzTzzvc4tn7TbvgrW9VRUPoR1998IV6wYeJBr10VS+njWIqwxk71NaYWkHzepmoRmO0EIIZTRak96gvnuaVZMg6PdCfacOIYsAmJvQAefqdsk2UCSVAVlr6Ca9ogKiUADAZ6Q5IFADBVmFRU81wTSjb0CVlqsMm58SEgKTGuQh5H9M1NDhHPLY9u8g3nPW4QE/oDtttnN+Bq4bLvfujIjG3MlGKdUngchxCQu5fRfAzfgclnGfCXPdfxcybTU0Zrs5xnLPO905oCvPs/jFeAfCCHGE4oxY8YAIF7+bVPQ/3bgXwL7OeOdjOazI49rlOu5vShwpH46qlu00BFkJyF5Bic0M6Is8fbCws2ahWlN6y7Y/7WaxrShujnAJFAUEXU8WjVLu16lO1XHa4Js+ZhKgKZJP69R5hEmHzWoL0D0GTmt291X5+2d4zGeuSvAcymniOG2SutaZEh95ttJaxDKQqhkqTwWOieYyo4iyKkl6wyiiF6lLiSGxFbYoEJ5oE5tAaJWiqwaCulTIWWvv8FEkFKdK1EVgy70mRErWRApJxZkCTBoNwINpBZEjo1zCDRu7XZAFoJUSniRUlWv+4Ub86NjEbOdzRzwyrMecadTDfiJoTM55jph/GOfwzCieBD4P4HbrvBwrkYM24TZrhAp8EXcqtjpKzyWMc/CMKr4EZ79OvRy4F0v2YDGjBmzY5GvfIsM2ws3AD/OV9jmkds18q5GqZ+aLXfsXLOkgBAq4fC5UVhRQ5KhbcnU/Zr4IJBC77jFq2vaylC9SzC9v09N5qx1WwyyEE8ZzHoHkecEqkMV4QRorAIduvrEXBH1AtfiApBqK2EWM+yP+FxY6xxFcK0oDMOuwQaMIcCANlBC16uQGIvNYWV2L0tT83o1mrb7Oqfx2pskjSq1yHCzPs5EZYBXhb5fZXMDRG7RhSVZ6ROXAwIxwPcSyjjDUwOULBH0kRjSxCPvlqRZ6b6JN9rPo/1eADkmD9gYVJJ16p+/yTvyB2/Sf7b43F92zJXiPW8RAhc5dAfkSLl3mE2N5ZW4rLsx1wljZ/ErCXDpLV91pQdylbK9mdWVoocTtrkP+H4hxK3DRYAxO4vvAO55ntf8w2FN45gxY65j7u7cEmZH7/1HoF7uHsk5u/fEyO2Sw+dGj4GLbo2UTxm+Zmiq7NCpE6MEIoE35xHOK/QuTV6xRAvQ2gPN3YLpPGf6dEYY9eh1IMkCZGYRQmKCCGMVxvhkdCAYRTYNeBakIJfKRRCHbR1LhgEbKWHYAuN8DT3c0AR4nvvDDmsegUhSKROmkiWnOWNBez6DSoOB9FlWM+hNg2eMTbzA1FWfXdky+5Mu870NskULaxC2B+xq9phvZOimz2YeQwK1rsZEHqLpYyixVuIlKRQlfgy+J7EWUOXQWXRptlvehcJHk5bTvd98xdevTtzy5H3aPPL9n5ys3Pqxytg270C+G7gDcKfXqJI0Z6sTDbznPW8R4/Ks64TxD72NoaDN/41LQR1zaUjcUuKVnOBb4FHcJU7iZJ93klrrdc8wvfSXLuClIzXiP3pRBzRmzJgdi1M+feX7ofjmraqQUeQqHN4WQMRWS4xRtHGkfBqwJXrTGd6PIBmwZSZcoaBJQ/KuoHNcEt3sUdsP2RJEuSa+D/JlC12L7/epNXz6YRNtAopahVCnlMKCrQ0/fzhebcDzt9ooGjeqc2tcntdzkqNXCFe3KIEUchXQsw2sLQCFVT4nJ28G26e+2SXqJUrItCiD0I+NYJAqpsolyi50UolOFaUM2D3fdwm7saRZTfClwVdQpU++KSm1dCWUsQ9YNJbYs6AUnKlbHDntw2gjysVxp3qoYO3xxSMyD5ZPyyLPo+f7umNeWt7zFuED/w/gnMLhogaAHgbrS8C3+FJwH/DQFRnomJeU8YrO2bwS+N4rPYirnFHX4yuJBwystYdxaY5fHLdg2HH8GBfefPn7hRCVF3MwY85GOMaLiWN2Cl8L6m3OGRxFC9W225JtCZ3D+6NZrmutG1cFwUgY9UzEq8DNiF2TeeEZZCAwGvJlSdZVkIHpQGMPNBcESSZZTxR9FWP2NEiqU4S+wJgKOrH4KyXxakBJ5FJLpQFfg2/dx438qNG/soQ0hSw7e0lzVL9oz4kzmm1JOxIoU8gTSukzCGqoMoPBKuQ9EAaEptk5RdpqEcTK90WCl2eEA82AkPW2x6pqsOGHrG1YVjdCBkCYpdhUU0offElVQGQNPiX0NkAYpNCE5Ai/ADmM3loLqQCTu/uZBmMQ0qfZ7Ks37fmf/Vd84lcOLS6d/og2+ktvGoxbMOww3sXINke4tZgYCEAFIIbnkEyAnB94z1vGtvml5HAbcbj90gf6xpOBIUKI/TjlxfFK19VPj2EfxW39FcfsEIQQ88A/uYi3zACTjBs1v5Q0gDkhxDFr7VjOfswVQ4hfvgH0r0EYbUvaxM1iz7ferc/5LwBN0h85iAbfD9CBxTZ8bFGDDQW6ZOLlkqCp6GwKWrdo4gVLZUESxhJdWAaFhzEGow3ZBuw1VWbykKO7B2hV4oeargjIvQlIKljFMC1Ugj8ct8XNvAwIO4zIlcPeidv9QilGO+Dsr3cmsjhqb2wJTUZfhygkWsY00jZW+oS9JYyUzCUbzK+exlcZIjAshtPYPlCGHKycYLa/SbNpafuKQa9C0s8xFiweyXQDdEZjeUBhwKAQSoP1MHhATuxblI7pDusuhTFYU4CQUAyjuWEJBJsMbfObBmPbvNN4z1vEXs6nE5BxpgONFBBaYABzXWbrBS3GtvmlpAnMHm5z7IYWL5ltHjuLW/xb3I8w5upHnQ8MHgABAABJREFUARUhRA8IrLXplR7QGMcw/fS/cnEtTdaAXUKINSC19tyl9jGXg2FdrxhG4SWwDzgJL51BGjPmK+l+CETjKyv5zucojvpNjIJVYnhfDm8X+D7svXmSvFpy+kSGiEO8BlRvKKjMWcrAEIcKnVpMw+BPQHM3FG1NZTokayuKqmBzI2Ta00wly6jJKoVNEMInlTMIL6I0Br8owAvcuPISrDcaxnB4zhGUno8RQFGA75/1bUbf4iwGAwiCYf1iTObFLq6qLaiQjtfAp8STFeq2Tz5ZJ1w/QXWwbqeLXPREyOKGR3kiQVUN9WHxyPQ+hch65Kmls+7TVBpWMsI4ByORAqQnsDVXlzmK0JZGYkaXdFli49KptgJZEKKMj+e+hQfEH/qpn+0Dwdvf+66xbd4hDOsP/wujE8viahRH+k8JW7lAw9Oq2qM9mBSz73mL2ADSn/no2Da/GPzwu51t/uD7rP7d3/5rst9f3DvoL538J//nl14y2yx2+rxrqJj4PcCdwL8Djl/uyaIQYgF4grHz/EIZVbaP1kgvtE7wYl57Idt6CvgW3GXuBuBT1tr+Zdr+mBeAEOJO4M+58BR4Dfwyrg0Kw/c+Mk4rvnwIIf4D8FeAw8BncSp4G8Av4nrM/oa19gev3AjH7Ei+5ZsE3/mGv0Ylug2l/i1wgre94zLb5gf2weDRM54HsBVRLNjK6wTnuAwdMxg+N2oFPHIaBUJYWpMt8rBH/1QJUzHxPggmNVN3GsxuSB9X+L4lvk/TqEBzlwelJTjgURyyrD4G9f0+wvdJ4iYHJnx6jR7HvQU227OU9RrKakgTiGIne2qti7Sps02dMJaZJCeR0PWG6bS+uzxqazF5jq+US1OtVMBYvKUldBxhJyZGWyFe6xNvFmws1MAWxN1l8mpMq+zT3DxpZtorYn/nqJjLO7YXlKK3HmBOFVS6PSJfU/FLZuZBa8CD5dTHpprJqmSypjGJR1GUlNqSawU2xqJc70XhUVhv6BCO0n9zwEcTIaxBltYi/SdQ4bcCVdxi1Kfe/t53jaNSV5ih+um9wJ+xfS42aiezfWY3IqXcLVv/Jdxz8ItxT3Nq45FPb7T0oz/z0bFtvlz88LvFf8YJAT7Nlm3u4WzzAvDfPvg++3+8FGPZ0c7RMApxkq2Inwe8h611ucvxGRVcStyO3hdXAecugl6M83e5xWcawM3Aw8BRnNUac4URQuwC/gcXVyvdBx4HvgwcwPV4Cji7K9qYS2C4EHcLW3Xatw3/voezKqv4q8DYWRyzxYc/oHp/9c2nlSjq5Borha2E8qc5u7HhC0KIB6rAe892FEd1iQmjlNKtJIUSd2nIAE011vSTUVgE3OEcYi1srGXu9TVJfEAzcbfCKwVBTVKdAY3AWktlQjFxG+TrktXPQ7hkaR6E6m0ejXkBykPXwURttChJexMEYYQVEpSFegxaUs8LumHgHEZjt6WSOjHWNV+hPTF8fMscqsEAPOUiiEIM/6CcnTknPdWS+wJVDbDKEJQplaJDc6lNPWnbW/QztJJNMaEHeGUupsuUqFnSyav0VzzKoqA148RMS0AFhkmZUa1IAqsxiQBRojyL8SFQAXFm6GYCRI4QfayOcO1xFWDwlKXUoCjAeqjOJuA1a089elO6e9/j2d4bjjG2zTuFXcCv82xzsfNZ7IDeWqV4/I549yO6e3pfq7m/dtOee8a2+TLww+8WArgd+K7hQy8b/n0fZ9vm7weub2dRCDEHHOLsdLUYV1N4WZzFYdrVXuDbLsf2rmNG6047QTDJ4izWLuAIcMw6ebgxz8FwYUa+WPtq6Ji8E7eafKEYnKptC1e3ONLJrzM2SBfM8Dp3N07p+Y9wUcO34Jou33Ket5ybIiyFEDcMBaPGXO98+AO725v6SeGVUomAJBc88LAJHls6GX/wbXQvx0cI8YAEDkD65rOfGUp/AgTDKF0S46YEW89JLL7aZpaEj4pAp0MBlqE4jjdv2f31Aj+CWFmSDmw+Age/xbD+BU37UUXrVmjNauKbYW1D0TcR/jwkdUOaKsyaQjR8us0WVCxZUILMIffAWqyGrlLDGsTzzMWFoBatEcuMVabQJsBKNew4oVD+UC9OjVRxhq0+zkE3YnpRn1j3SPwqG9N72P/QZ03Q64roFiELHVCmljpdQjSWEq+imbulj1dzZZPGA5NBuWnpJdATiqqniWagWlg8615XakuhC4RQlEbgewKBGa4Y5wgBZelBasFX4IGpNyxaVE0QzAs4Bhx7+3vfNa5bfB7e+qBUgPzI/eZFsc3DqOL/BexFQ5q7BYzIBzFKRR2tYahhK1CBESWPi/X+5IlTvz3Vn68l3/3V/zI7OHVfjbFtvmCG6aWvyODnSvjDqqv9/AZc1PDG87zlK2zzD79bLHzwffbUiz3WHeksDic35zqKo1TFFlwegwTswYVzx7WKl87od9kprSkkbkGhjctXchX41yFCiCbQucC07VmgKoQ4cikpnkKIGHeBOzESRBk6iHK47R/m4lfAnAY83Ap8DngEWAUGw2uEHdcvXhATwMdxi22vvsRt/Drj3rNjPvwBudk1T/i+kVkRcWgDTp3CPPx0OzjRXalzmWzzrn3lvtPP6A+BPcc2b5sv5z5bjd+269KVGBTtXnV4X+C3oLoAvSMl1guI5mCQ+0zfaqjvtmhbMuNlcIvg+JEYawzhjCXZgFN/KNlzr6Ha82mteCwLQ+U2YClzE6gmpL5PnAlanmA1KAnKFCVLdFqjGJQUocFGLYTytjp6lCUoV8O4aZsUpkcphMsDLYb9FKNt38uzUAoXmTTWqatq3G3PO+NcpsKDvEezXLf6YENMrW6IzVLhBTErszdysOuzr/0MjRMddKOGH0Jmcf0SgZoP67lCoKhVNFXfIhAukbcEZQReoekXhkoIZaYpylExm0YKjURQCh/K3AWGc4sVvsQLou69X7OBlNe1bX7rg7IJdD5yv7kQ+zUHVN76oDz8kfu3S+Fe8GeNFs9PfOR+k8EZB3Fkm38U+JsA5MMUse3dskfBfOv+igpYRdHIUI0et0yv85mskTylbbkKDD5WEQowbxqMbfMFMKXhfxuIJHxNocHfHnaxnN1C9vx8GHjNiz3QHeksAqf5Sg/aSZq5fN3LxRt5/qbgY56bneIkbkfgFgJ+/3qtbRuq+34RMEKIqQtwqjYZTj1ewMfWcFHdUdH1LbjU0a/FGaSLjTxv4CKLnwFOcWZtk3K43T6w9ALGe72wgav5/BouPfp/2+UbzpirlVKzGHhaQYkxkpUNRbopxMljc/aRjctXFy4l34DTKXgWRtHB0e1RbeKwEVxNEc4XZMd8KEC2YLCi0danebvFnzfop8Hbrege10zdLUjrIWVXIq2lv2jZdUNK2BBsHKqy+BmfPaXHxILHqeUByTSkxwXeQY9gUnNKhJSmQj/JKFWFMvdoxH08I1BxQNE0iNLbypTVOCfKGhcxtBEDHbrU0jyDpAdxDGG49ZVLCVkxjNRJAtVF6py0K1yNozIQNrC6x/7BSURRCl9AHEpMAbPtJfqDDkUtwCshVgJbligpSXtQTiqUJzFJQVVBPKPxY7CFQGVuDw8S8DyB8i0+ri1I4AlK7WGs2/9F6SGFQhjPtfmw0jnASQeiiqDR3AP84dvf+67r0ja/9UF5EPgCUL71QTl9AQ5jG3fkXKrzZV8XfkftdeG3x2zZ5ltxWT5vwC3kSoMLWsd2GAHI2QoFxLjTKwG/C1qyUcCjYc5nrWJ5s6rlf/qLd6jX/xEa2I+bpy9f4nivJ9YL+LKGV1iQ3qhd7MhKjzr/jNrEnp+7XvRRsgOdxWE6XOM8T40kzS5LiFsIUcMVju64fXAVU7Iz9qcPfBNOdfN6TYnocEbsmtNCiF3P4zAKnEMwgRN7ulgynIGIgQ0hhI+LYr0dtyBzsYsKI4H5u3DH1crwMypsma+xaNEFYK01wBuFELfgVpL/LvBWLk6RdqxaeL3z4Q94RUEd7YMQbPYVejUgTifLv/nGdV5959RlOUaEeKAG6jvBDmVBz12/GqWX5rhLxDDkMXxd0/OxeUlnXUCRAZKsraCfU90n0AZCPIKmYPaVmvocFCmopkeyDNI3RC2LzErizKB2VTloQ0RVsjjXJToioQfpCYHZJdinfcQg5GhlBo1PlEu0gE7RgKoHYgOEB6IE33OOogQGJTLTmInIRQezAgJ/y0G09iuERcLSkGHAD5GZQijl8gVtSSAFuSmoKIvwFKkW1PM+mZLMrh7V+1aeUWldEmSWtGIpTQW1MkB5HtbzKVPwbUlRlhhj8LRCZQo9TBQty+HcNQejJEiPJCmRUmGsU8XJC9ClJgx8V2ka+aAH7vsrDwLfx9o3IsSvstXb5HqjCwRYGwCn3vqgXHgeh1ECt8vUtoAnL/bDPjJzYmSbK0D7PW8RQal4HZof9LbZZjk6jUYPjE674foLBrw+BOtYI/BmNHfWC5kcO2hWrCSNB8TaLYHEXL7sv2uaD77PauB13/OPq7dN9r1pUXb+HpK3IpEo3C/vsRXZlSFCgDVniaC+JPOgnVBjdi6PnecxjUtLbQKvEULsF0Kcz6G8IIQQVVyk4zXszH1wtfJiO4oXY1zuwk2Mr0ustRu4FUlw583vPc9bMlyK54wQoj5syl4dLt48J8N00ypu9jY1rDe+FXgdrlbuUqLPYjjuKu7cD3BrbBaXyy+B4kLGN+YMR3FtSP4Z8PVcXJbGeD9f56SFfRwP6DQ5cbTKkydzktzqffuzQ6+6M59oVbj/ZXv+6z4hHngBtvmBGvDjUL4KtNiKGG7Hh3gUnhuuIUsFUQFoNsuCTu5DVyNDS/1mg6cLCKDfs3iBIJgQTL8KgtggA+gchqKjad6uueU7BFOzPisrTTpFk2qYUrmpj7x5nZnaEhMNy00y4qumq0z3Nf56jd0nDJOrm0wt+0w+A40NDVKjgi6z3gaBNWCLoV9rhpNAgQnU6Is7cRslkN6Sy6qNoi1BnCFZJQAVgoBUxSSiAc0qNm6Qiwg8RYqiR4BUHjWdMN85xf5kUaU1KBsVNiZmGExM0PU9en2BsRrjgagKcmMxnkcmAtooitxlkha6REiIQhDSUFRD+vUaBh9t6oCnwcNTAXEskLZwV3DPIPtdGGSun2SnDZvrr8DVoF+XfOR+swp0SIGUFsZ+5HneknqbdnX6T5l9z1tE/WMVIT5WEdVhuudz8tYHpXjryp7q20+9qvyukzdM/ZWPi9nD38+tG7O8Vm9zFG0Byegw02zFMEenXgr0QRYQDBDVPk0MlWDPweO20fBUTlFvIzab3KgFEigvZHxjHLd1o8P/5NM/sP7BT/6T937Lka97I6O+laMo4/D3UF6E/crd+uwxx8vITogCncuu8zymcKFtcBPQRV5YOqqPcxTD53vhmBeNC2mXce5r7HkeezaauKbip65jgZsF3KqTAF4nhPjb1tpfGj0phAgAba3V1tpSCPEkzsEucfvvLtzizeq29yjc+TMJrFprR52Y7gZei5vdncIpaL7pBY7f4i6Vr8StqFZxK5YVtuQQbxdCHLLWXq8R5AvGWpsLIY66mzYVQszi9uueC3j72PBf5wjBnDUaKgNm/AG6LkinMzU/m+33AymE4PVzTb382EnvhdjmEHgNyNBdhkb1iAGQQyjAGFTgU7Ue/VSjA423J0d5IdmTowijhliCsdiWxKKpWEP9VkW0V7HwWkXjZvAE5CnU9ll8nTJ7AxRFHW9CMF0VtJ+WJK2AZxSEHajKFlEaonNJuBvimiYqM8TiLu7Jj3NMCY5XKqRTEdgMTye0ixZRf528Ngs6ptItSEKF9CwNk7JhlHMUQzcdMzbgzCxdibMNnhDbZm3CqY1kJaIoYNCGso7vZSyki0x01gnTLroUKBSe8si6Awa5R1D2MCuQhU2COEPiSiBXCp84KGwkEHlPkASWwAOUhymcn+t5En8wsJZACCJAIYSygJVSCgiHOasaooAynqTYaJMlm9T9GqIWNoHpD/3Uz56+jgVu5jH0kQgyvvGtD8of+Mj95j+PnnzrgzIA9EfuN/oj95vyPW8RT+Bsc/HJv8fE1CHumH+cR4D1be9RuKNjClj9yP0mD0/bsKxwd/LUydfNrlPUTnN6UfJ98WnecGYkFkwJcYlbMrY4C1/gzsYQdyrm7jEhIMywlRSVmkP3TW/wuLXU0gq9lVmqfklS7yOA2z9WEU+/aTDuc/18/PT713Lu/adHAPvNv/lHT/zOu8U0rl3GApIzAkO62Dzf218S27yjnEUhRMRXjmlU3hnhlEtXgKeGk9RL+QwPeAdwH+MJ0JXkUqJNrgPwhb0/BF6Oqw24LrHWWiHEF3D7AeAXhBDfA3w7bha2H8iEEHuA47g2Nes403ALboYWCSFCa202jCDuHz4+CyghxEmcxPPLcCuV67iefc9Rb3TBeMA8bhV6EhcV+/9wzmuCS5mdAjaFECfGYjfPz3aneri/bhZCfBLnkJ95iq88v8YZGNczH/5APfSElyQ5hDmDJKYaofdMpUp5NhZK7DnVjpZ+8A3Z05945Acu0TY/4AE/AvYeyNXWWtGoPjEA30Ws9KYABXqYq6WSEr8GmSzBDAt/+oroZZLKgmTmHkXjFk3tBuXePwBfQ5kpVFVT2y3ITwnWnpbkniWeKplKFGunNaaQ+E+EdFVE60bJ7ookVSVqRbFwYpX9iSD+0iTrr5R8+b6CXiTxVAxJQKYjlO5TdvtQySAyJJEiyKGUlnKz44rEGtuCsXoCyoSw2CQLmgijwGqXonrWDtOgtNtVgULiYwz4eYktJCkBxm9SCQ09IZjTGXEOUq+hhNPLqU2WlHUQhWAtqpBMB9jFVeGVEBhLpJxzoMthm0jA8wy6QGgDUCClj7VWCTR2NKXyDfQT0AJZKmzSo4gDylodv1KLcWJZj1zKcXIt8JH7jX3rx8WXgbtRArr2/33rH4nvlZrvMBWR4Wryk7c+KPcCR+9wAZL1R35SlBi7v36a0ATEDzwow4/cb7K3PigFcEDkVrUeV/ONxZr84f8uTtUX5B1pxbys+hT3VI6wZnK+a0JxB7jfMgPCHNSoLg7cKZeDTJ06LpozulJ+AtUEhI+XSOaDgtmZE0x1aqxFKf+93qO9VNuVrEwutvadslPdGhvveYs49TMfHdvm5+ULP33GNn/wfdYCN/7wu8WnEWfpqpzPNl9/ziLwqXPuP4qbfO7HTRpP41LSRjJol8IduMly9fleOOa8nHuwjpz5F4NRpva5vRsvxNEMcDVz//FFGNfVxI/g2iWM9LRejUtH/DFcaqrGOVwncUrDB3ELMsu4COECcKsQ4rHh8/M42fN7cZHHT+OEok4Mt/96nKG7HMJHEieaA04kJ8U5pJ9iq67yz3HXh0khxJeH9XljLo7XAb+Kq2OE8/9244W165jCmk+XqZsx9gcGg32kh1ivKe/GWtibGbB56t/92czhn/2Vae+vf/CSbfPdkH0bmKFtFrjLeIgzAwX0RmEP6IyKEnKB7voIU7rQV1NBX4IombxVsvvNgspBqO7xqcwYTAaLnwCduk1lbYVNDPmmwg88jG8QFUu6q2Da2yT/oo/u+PQaJZVZCCoK60Xc2Nas00GdDOnOPkOgN5ntKVZaAl3UqKRrWGFJa1UGedMJveQJ1q+SDZdeetWGq+U7s6OHs3IhybwAKyxIu3VCBlu7AlsiywzTD8BTGCMseSKUKWkmHfauHdWLtUm1d+UpagzoAnEgqGmLJyCraETdJxSGomNJfEG5UKEghuUEkQ4DmdL5qhbIjSuGT/ohnhfYUBiBNVgbCIuwbp1RgJBQjQAJuiCK64TVBkZ5YK2PEF8N/KdLPE6uCfpl+I6qyD9BaCUawSKvNescY8q+k33i93AnwDRwMptiIq+zPzxtV7Jd4nR3Nydwtvm2tz4oH8fZ5jlvk6MHv3DwPi+s35FO2c+u7u29QZxeOh4ud6VNeb3yOOAPO3SeaTQzjEemCqJ8+KkpqNSdiWEP/A74qYuuNzLIDbIfUFdAKnht0CVRXe724cG1Gf8JVffJDuYPlSEHbn+Y6Y9VxJfG6qiXxP3A/wRGLYSumG3eac7i/m23E+C3cGlST+MWQaZxyoiDS9n4MHL5XcANjCc/l8pLvaoxchhHIs7PLyTssMBNw9del2mow5TRJi4SN7ftqSrw74DfBz7B1nnXxkUJp3HppwWuWL2Nm6ZUh9vbj7M108BXD+/vxdXB1S/31xj+93CO403Dz0twSqjHcTbvjcNxHrvMn3/NM4wwfo8Q4mlg95Uez5idRy9NdkVDtYVTAzl4alH+9qlW8GQd8fQP3PiU9ougMVmd/iyXKCgmxAMx8N1gR9eWISOVB4u7BI0UX0b1ioKQgKxnKXsloGgkHcytMXm7IOsEyDigtguiSYNOIDkNugARgFUGISRT8xIORtgVyeARjeomFEh2hT6zszMszpWYqia1KUmoiDsRk9PHadRT8qN3cui2hInGIq+gTT/wOFRMMNU7jYolx5K9IKtgPeimUKkMp+tgavUzhg1wKjLWQhRhvZDSlMjSoLxtUcXR3imkUyC1xu2SBIEfgLZYUwClinopJzpTzFYgm64Q9wqmsxWa4QA5IVktYyo2J/Bht8ror6yh0oxmFTKpKIUBYzDGIJRE5wJpfaqRociFQBtrytISewKUexHWhX0Dz/XkMDnSWIwx5FGMLwSeq2nfiUrqLwni575e3bh7fmLfxDMrjVzMgQUJtYepZtN8qMzs7wU5f2Jq7PFSykPfS18U3G7qTFLah0mwfoegnKGDxa8epVJKms3D4oberb4MF9N53Wy+qtVr7LOHioNytftGNBVG7T5H4yhdlxYqOCs6nG2FAkQIhQHdg2gNJgvwcvfSegG1AjEsb1RaUCtDbpYpB+46/syghKV2nad1hMgFbzw5xwbwzBXY1Vc1wwjjd/zwu8UR3EK9YySS9RKeQTvNWYy33bY4p/BTOCtx9FJTT7dxG04+/iUpCB3zgjG4GYFmq770QhxFcKfSbbg6uo+9KKPb4VhrtRDiKVyEsMnZzcgk8M3AzTgn7KtwLRYWcM7lPTjH4UHgfbjfoDr8uxsXPZzHRfjvGW77cjuKz4Y//GsAvzwcw2ngoBDi94Hftda2X6KxXEu8CvgyLuX3XIQQQoxTfa9PImQEkFmfhxJMtCD6b24Wn9pXsT4nv+qY/7Z35P/g6+Af/PtL/ojbQX/10IXDrVP5bGmaba8+GHYJr1gYGDKRu7YRJUBB0gioRD7RjCCc9Mk3JZtPGHqnoL4XjLFMvqJEWkH/GJRd6Bu3iTj12O17rIcJ3lqEjX1C3aFKyq7mNHKgmdxos7B+gOV8H6eO9hETlmZNUu4JOZ0vMBCTNHXCyuw8WRARF32SMgYvgCA+4yhaD0SSonwBhO6KXI2h1BBYhNV4eGfP0rbPgKRxgrENCUXOhL9JLdnkQOcE9TyhXWkSdFLyVg3PrlJP29RsQSWEhIBVWQUpCAz4DciVwXXDMGgfCDS6D722IAwFauinxyYn1dJEfqZ1VmhKPxDaCCt9iZBie4cHrQrSIMerxyQ2I8gzZFzZbpv/8JKPmKsY+xMf180P3vcEOjk901ppztVEpKSlaELrOLI34C2qwi1Bn5o0vCKcotPZz27ZYyU+yT2mym6/4M/m/jv/IuigraBahtRsJO/23zR/oDJ/YC579AtF8UdffrlI+yG+cxTPKiawEA3cY1YN4/UKyKDQQAAqh90rECUuqjw6FLVwNa4h7kzVFoaVib6Apg9N1eXXgy75wOd03efgRw9M/++gm/zON6z1Oy/Zjr52eCXwJWASzZlL4HBWLH743UIMHcsXjR3jLA5rCbc7AR1caL0BPGqtLYevU4C52EnLsN7q+3AXqXFUceczasjucbZzfzFrKRXgb3CdOosA1tpnhBC/iGsl8m185f7bhdvXB3B1hiUu9bvGKN8LvhEX2f8CTjCnxKWrxrgU1kkub03bhYoYjQhw0cb9uMyBJSHE3wH+YOzcXBRtnON/mK3ffjsvJP1/zNXKhz/gE0ZCW8FjG2ADudkTXvOEttWbpXmCt72jBDjcRgHmhtbF9YObEP9Cwuz3g7zZTVtdD7+tdJCcraX0oeKGzPDnJcVhEA2DkoJywwAeJq/Q78PBb5UceJOHyiR9XdI9ZAgnBZXFdXyVU9w+R223QnRA+pBLaJOR7AJmQ+Z6MbuOlQyW15kNb0RXQh7XOb43zSFvjWfWAqb0HPv3tolNn6PrFboHF5mPN5hY0eTNASeZJ/B7nI520/WrRGmPlElAuauoL10kcZC6NhPhMO/THxDohFxvu7RmGSQDVEugbYzIU6wKcLWchtLXTJ9+AhkG5DkgQqr9daZUQUsMqAwKKsZ1sWjjWVmEIhY5XePhhwYpFD0VItsp+QTUPNdOwSqgKjGpxBQeJXlpCaU2UhE1fYTAimB4zR799O6u8hRVFVNIg7KGoCyQ3Q5YqsTR93OdOosAb3jFF449fnT+F5G8OcN+aziJMF8LG5+CmcchT9nlNSmEx43BEtVcopVlLdygJjXB1CmEXOObCegPFvhyeIpePLGnrC7VD1RqMhLP9OeKvGgB8kyH4vNhtxnbYcMq64PUUO2CTKAYxoszgR2AKANoDaBinFGIcCv720/84YpjUC/YXxTs7w3WvtvC4v+siL/1I6/hEyc+NrbNF8EGrvTnEBIfj3N/z1H/6ReNnSRa8APn3B+ln3bPcRQP4tLfLpYbcemnghd5p455QYwuIKNJ6agt6aU2jL9juFCAEEIJIeaFEHPD9inXPMNFmCPAxzl/j6ZRamkNt+83cQs1j+Ci+vO486aHUzf9Tlyt4h5cJHEWZy+2d8i+WM79XV9ocsUc8JtARwjxTS9wW9cN1lpjrV3lbLGb7VyIauqYa48fwmiENnQLbCsyT3/zZHn45dVysM1R9LhE25xRvxGSA6AlyBJCirPWB0edqkeXGAlGUhx2DondtFQ2ffzh876EidgwnSsqFYFMBfkJQSAV3sAjmA7opxEbf1IgSsPGIyCfkNSUoTFlkHFOoCxrzZTPRRlfXG0yUH3SOY1ci5j7YgtOLlPzlgi/pku871H27vk0M8uWuyp/zEFxmGPhLJSSxqE2/baHKGPoCiKRgulBkCBECQQumCpGcofDqGomyIsmdvul0FqUXzIfLVIR69i0hH7XzerJyWQTVI1okNIUXRr5OjcMjnHQnkCagr6ExINNDWsaUS27eEZRNkLWpxqkKiRSHkHDo+ZDrEELV3+oc58c3wrh2RKVCyJ0GZk090qEp6UqrRhOq6yVFMUwVdgCUuEHEfUwxrMGel1IeqD1XR/6qZ91X/BbvsnjW75p/pOz9blf3F/dnmF2LePddmDxSBwFH+tl4hACbAzlXZDUoJigqi1NmVMXm9D6Muvzf85msxM/MrEafKpqd++q3fHKfWWkOnnEN2Yt/nK6dvruzc/+8d7F3/9vze7KM9ME/rPbZgFJA5Iqbkle4mbGFpSFRjeisoLxCxcuDABbILTngtqh2aoP0l+xccdImTIc/o9h3oPf+Vd/Ruc/18Q3vBg79Vrkg++z5oPvsyvAqxG4GdeoN4Bj7lneetnYSc7iO7fd7gMfBf4YsMMJL7jjcpNLq1ls4aInLXZQRHXMWYxmBaMClZFTL3C//aU4izfhfndwE5m/Cvwd4LUjJ/IaZ7TAMsDV+J2vpkjgooSj3C8fpzx6BBdlbAHfg3MiJnD1gfO4NNVzz6WL3acjycNzH7vU33s7HvDAC9zGS4IQ4gdeSO/Yy4m19kngP5znqW9/qccyZkfw9ygKpLbMh3Rf3uC39kfmj1ueNXz4A6OJqMbZ5otuEJ0wNQ3V/RA2Xf+I7ZUGAcOmg7jTWeMuYa7SLyIEGTMZVqjhei+G9xoOfoOgMQPLX8roPtPFnyqYuBGaPUG7XYHdEX5TEiDoPg1HP1/CMxmtIz7TtRoVz6NYU/g3Shbu6lDfd5r61DJf7WXcLiy36Zu5c6HBZGyxOiZlwCBeYfPL02SHJ9itN5haCtmTbSJj8BGgLG1vHuIY1ICty5sAPwDlfGU/2ACpKa1/trOIRMdTnEz3E8o+07VlookcZEJdrNEoO7Rrc3RUjG8sUWCQrcBa35JXahQqZtWP6AloWdCF5MQpQbCeooKQbHqaihcx4QWoVJBmkGUKFXkYibZWCCFKfE95Qpal8pSNIgtogymNHRZRGSMoS4FOLKSFE/aJIgpPopUPUUxWrVMo/1Zc2QPA9PHp6LtO3rHnbz++0Hit+Lmvvy5sc5zfcXBG3J2GAaexIqUACijnoPRBSkTUJYwMZWuTKCgJokW76nX8Q8HC7nXT702qVP+1yiFerjaYLvP869PB5rzR2W5s6pGedTq6PiwJZ5biwwTijDNOIgAZ+D3IRYoNEBHuNVEBdYutDDDxADOaqI2qh8/7BeErsl8BKuBNG37the/Cl4D3P/QDvP+hHRFc+OD77MPAr2I408pkyAttU/a87CSnaWHb7QFu8joSbQLOCDGsvIDtj1fGdzajiYfgbGGTkq1j1Wx7/kLSFT3gX+LaOawBTw0/57HLNuqdTYkzDy+DM0XmI+Gf7QhchLGCayvTYEswbS9u5WokLhQPn3uh6dyjtbFzf8PucMyj3LMKbraoz3lfZdv97ccMbEWmL72K6iVCCPGHOJXan2HnCMz8CPDdnK0a/VeBf3NlhjPmSqG1mQEo0KwUKomUrNzkOsWfkVgYpp5eqm3eDXJPVUn6Gs4oarpP5+xTW+JMgESpklrDg9RyUqcUJKgYJl5myecEm5PgKYG0JaEf01oJWBoUlKklsgpqIbGG2+4VrPQlxkaQh3SeLFg8AtU1wa7bArx+SHgi4475Vbwj93CqiJkPYNdTOc3VRY5PRAi7m2qSsaRqiP0d7skP00u/imPRfazUFEXiM+ufYtlrAk0oGxD1qbNKtzPJmeQMHVKYKbDm7AuaMYgixyoJMibShkqwSZQWnOqHdL0G091jxEVGGdRZSfvc0z9GpRyIEJBFj8GaINVQCcFIEFVNOJURaU2xvMlGWEOVHoHKKeotSpvitzP8uEaxa05p6WG+cERgtMqL0EolPIkoE/CEVkRSWRAoZYTvW6tSIyg1puHaSJbaIDyFND6etZTGeMDP4cqDVo+8fP9TqwdC+fmnH37c/sTHr4cUxSIwE7kRmzfGAetkHMNws7eOVDlU2uArkAbpZzR0RBxQudeUgwZ4Mn/qaFrYwV4Bc+GwK6KB0DoNm+e2zcO6tyB36aV6FKkqIepAnGELgQ1BetJ1Qinc090QBoMpbBuEWKOSBcR+jq4PVz8qu/dBpx0X3Y7Ih/O1cBg7z93H5EMBig++SPv18vH+h/4YV8v/z3DzoJ3A2xF8Bz7xtl/5e4D//GJ+6E5yFrdP9B5lqz5qdZSGeskbFmIUUdqyNFvkjAVvLhfbJ/4XW3e2fRujrIaRDJ7l7AjUxbTQAHj9UJyjFEL8HpxZeLjmGYrcHMM5iJ8CHga+BZf/fi4jrfpZtuoQR6UI56thu1Q0W47f+a5Bj+PSXuu4SGYfl8kS4xxEb/g3FPnmD3HF35/EifP0rLVHLuN4X2zuGv7fSenxIa7GdXtN0Q1XaCxjriADbfGApDAsF+LRde198TXNfACsjtJQL5WvueWXp6ue/cv90sqBLo1LRYXhpSf3GATlKNlBBE7PvzSAj+8pbpnwWO+UHF0vCWqCqb8iqe2SJCcM/dMwvdsQzJR0n+hil5tU9vg0ZwIW1zNszTJYTJmNGtSqAnUiwFLCn/fZvxQzPzVJ5Y4SWcnJS+gNImoTc5zY7BK1n2FB5NQtHNxMaE75TO37IhMDQTa1n7mix+du/jKdbpXm2j50sMkd8ecpuZ91NHgCrEeUDeiWIcRT7msXOZQdwjgnY9pNsa27RNpKBMrDGsvmms+s2aBiClaq81gscdGhEDFT/VMcXD2C8QJ6wz2pB9h6aEWZgOgpG+7WIi8MFZ0SBBLZM4SpRx+fSm7IRA/P85A2xlqNMhab9myR53pNNWzeiUSram0QWGtSYxWeJBJn6haL0gqjFLLUkBWgJBKJlJBJSSAlgesb+aYP/dTPirf/zu+Xv8z/+F2Aj/Mb14Vt/sj9Rn/oF15/eLGxduBL+/lUUGk8LKz/bUmxepdqQ2BBDiBIwM8RRURQMpiXOdPIUibe8ig0fcaGPm+q4FBLaSQbKLVbOABGsyyNQeceqBIvHjjhJzgjRf+YgoGfU/ehJUISv8RvQWWYuaxIEy/HiNB14/gYTjTtT4GVAPpvGlxVtvn24f+dpKgfIPg2vLO0OO5+sT90RziLw3TA7SshH8f1T5vH1U9d8g81TGH9RuAVw4cyzlZdHTkk10Paw4uNeJbbF8p2XfTRqrXAHafnU0a9UCo4x6NzvTiJI4bnVoHrT9rEqZ8+Pvz/XKkVo2vDi5GqPtqm5vzbnwVm2BK4erZVUoPrFfnPgSde6KLSlUAIMcmWxONtV3g426nhMjE+g1PKhbEw2PXHhz8gTKk8REzowZtn7ScmgvyzuEyDDi9ggUOIB7yDcfLmuBT39YmtRWWQRaCGtsOKEmnBCEhcA3oPKENAkWWKznLA9J5F0ppmzxtzitumoBYgZhQigJvXG6x/IWC1N4D5wsVeaj7TkU95pKRchd5kgZjwmVrxefqzOfXlgFfe2kT5Md4zhn1pk7XmaZaWErJ8mZvmHudEM+R02sBb2ySs30Unq9BoHuPeg8t8TN9IVxxl3nuaCbXBRnaAx+szNMQalXKTdTVPhS53i1M8Iit4YkBpa1CWiH4bG9bJTAWCYQ2jMS40N7xU6qxgoBs8Ju5AViIy5TORb9ALp/B1QbS0SJS2mZjMiERCezFCIYQxMGXrNL2KON1ewpQW7UF7Mkb1IvZFJatZH7WRUSND1yqgY9LUsPnkU7pRC0WhI73ZlbLsWVnxEWGgVTXCgi2HrkcIAt8v8YQPWpKjKLVGarAorJSkFiILQlDF2ef+L/Gd15Vt/vn/hbgteUfx8qMfPdTOf6V5enrzJkPwaL+lbqwoXWmUQ0c/GKZRpU5wSAq8of92tu0czY5GsoDbH9++3CshD0BkbAkOD/d8kCBbfZAF5RSxrOoEy5nfiqrnz1mrbaVrWgqaKchRvVCJm1gP1lfo7Z/UrcL/HZUW7wOefNPg6rPNvP+hadzeTNlyGncCNVyU84s4QTq4vIv552Un1SyOKHGT2Rw4ZK29oBoIIUQshDifdP/twA/hJsqwdRoNg+7u7Zc+3DGXkVFG/WjyPKpd256RY855/dllvudH8JUCStcFQ+f4S8Af4ASjHsNdZH6ZKxfJeq4yB3AKq/txUcVnc1AeA75/+PfY1egoDvlO3HX4d621l9Sj7kViDfgc8BPA7+IW2Z5N+GbMNYwK3PXVKopfXg4eE382nQKHeNs7Lkw74MMfiPnwB85nm192JIl+aBXVwHVy91zITVgISyer4Q8z6nx3xUhhtHYoSQlLn87SDFpKsokZGidbTC4FiGNwYD0gjQvCgz43fHOFuVs95N6SUheEXUtiQN4csbBWwf+1OpsrOeb2kuIuTW8hZfXuZSpzhrDwmHvUUhGnWfAHvOzAUe7etcjtpsLC9DTxnk1k/TjTagVT32QQb3JS+QRBB+2t89rKb/A683FqA8U9m6cJyk2qtPFkj9zU8KK6iyD6IbY6AXENZAW058I+G2uQDkBnNIJFvDCBSUneqJDKkNj2WdCnkGZAo9gk7QuWxRx5NUREHiZyLQ8NkEUJ7Yk2m4VEFpLYSKwvsK2AdLGHOLJIPfYJKhV0I6KIFdbzqdcE6xtRmmaRkJsib9Vza6yxrtDSBwTGGlMUFmsMnvItVlitQquFJBKCQEmXDiLc33DdVuJS6K47fvTbsYu7vuaLe9fiP7j5jzh644M8pdSuL/nZzK/2mmg7nOmUHlBxir3SgFE8ey7cKC+L4f+UM/mjo1nSyKcsQ5zbMTz7SCEaoCsdirk+YkpFzvgaSMUwxcia6W5g9vcVExpkZLdW90cfHVgeEY3Gdwdp8TeAx69KR9HxXcP/v807X5Vd0ZGczRpuEfdHcIvlGU7J/kVlR0QWcZPC7Yf4LcDHL7Kv4gRQFUL0rXWnmRBC4nbiFK7myWcrSnUF2lpek2xP632hEVrFVh3a9m2OGK2bjR67mM/6B8AvvICxXbVYa/PhQkoALAMncVGBB3G9rl5KRqZrlBBzPp6tX6PFjf+7gM+MzvOrlWHUdw+uVcXPX9nRnI211gghDgNHrLV/+UqPZ8wVY7rmYRMLukDfFJW3vraRf4K3veNibLOzvx/+QJ+3vWNomx+QwN0QtEBHUPhgPIi32WZfDKcFw45u+bA1g5u3WQSlSQlaHvvumsAmAS+rVhl4GfkizEz6ZEKxfFcHU9P0DxnsaknnMc3kwhJTqob6zCS1kz71jk877BDO+UzurjG5USHMJDOr0LFdKCtM92aZme2yvDmPeXKGWxcDnqrtIbJtpvYcobOym3qg+a6JjzGYXKQeLfJk/WZkTbPHfxxRaPZ5T3JKFRwxt/BE2SSzDYRKqZoufVt3EcR+4v6HAViNNBkmERBWCEyBlxpKUUEVoKVhoX+SitdluXIjNXJmGimNpMva5oSxpSfrYZfNrrGBVqJUpTWiFHUPokgQes5pK00XUybMTIAwkCUBsiYwpChp0fjKC2TFlODLUlbDYCiXYsQw7qWlQAkPawuJ0EZQlKjSYCOf0go8rZFYAiCLQvK8JI4DgH8M/NLlOVyvLn7gr+/O+fWnGvviCbWxtrgYd/XJOA83snlxe/K4fc1IohwABWak5MGWg3ZmEu+d83/0goCz+lp4xv3p0cxNAQVUOxTVjNIKpLAEbG6cVe+TgbVaV02OUMadhXL4gtzDGk8unZaT333jYPUz3/vpI1e1beb9DwlcZuMhdlid/gffZ80Pv9vZ5g++z37HS/W5OyWyqHFRD3CTwUUuvo5wGXjmnAnkPPAPObvJtGarh99ILHjE1X2AXxmeK/X0+SJ+z/b8yOkcLSCMshy2pyNfrFM6IYSYuMj3XEss4hZUDuD23RyulqD7Eo4hxSkmprjFm2ejxNmiTVyk+RDw+8BbcUIwn7/aHcUhAic49B+Bh67wWL6CYSsN/fyvHHMNUxjL050Cnuiz2Nby9Gd7/sWWASwCx0eO4pB5XNR6aushMzzvrYJEQKKDmsbDCiIJ9ZEqKoDF4HPK5gRVwd6VWRb8kOrTPvuON7ljt6A81aFyUjGRBSgPImOIspiaF1MOfGoDHxFBz09Yu3ODqB1x4PfmufmpGbLBgLnDIfOHwKwOaM5qIuuzFC6j2oIbH34V6TMHME8pTHGY7kKHp3b3CAc5uxYts48dwK7sxTLBWrEbz2i+KvpDDtS/wFerP+F2+Qj38Bj3qc9QC5fYo54k0h0XSRwMAAulhtJiJqYhqiBSsEs14iIg1gWZieBUj8TErOdTiALiXgdZBBSbVSa6qwIsz6xEfPmpSdHuRvQ2EXYdlMIO6h6ZgDLLSVODtaB8iDzQWpOdzvA3Df7AEnqWRrWPNsLWa4o4tCaOcgu6dC3cywIsQoBUVmClU2fxPaIwxvNrYErsymnod1HSgidHE4DpD/3Uz+4IJegrQYZdrEUHJluVmX2D4oSY/fLS3J3dPV+uq23KwqOck23hjZEY5lmGcLujqDm7JUaOs6rDaKMyUIwsbZekscbm7Br5ZEkYbduMlWcmySKRvl6J5zKNt5nN1AY6lIdkyUeDcvLbPr3vta/5e9//C59/0+CasM0SZ5v/A04/ZUcxbKXxktrmnRJZVMAvAj+OU6t8nOeeTH4FwzS0M47fcNX+NlzT8VE7AIav8dnq37dT9sHVynM5bc/n0J37/GhV2emiu98qYMupDLe971yhoudD4dKR//lFvOdaIsGJ2zzDVnP1P8M5X/e+RGMY9ct8tsjh6DUP4a4HD+NM2wYuEmquESdxxEHcpPnPr7HvNebawZOCXyzh/9qwPP3BU/ETiREXt5DrRHC22eYHBHAHMAfJ0DYrwC+BECEMVXIsfl1lSCwrecWSGTGKKgIICg5Uq4S5IF4LqX+mwh3dKdTTkuXXD0jqGbEPqgZhJ2Ty8xNsLreZbfk0WweYqFYZ7MrwJvqstQuCT0dM7dJs0qVrMxbWp4mOazxPYhYeIZzexDsxR38VVm46idYDzHpEPJUwfcpjkgGTrQ3KQUQ4m7EWB5yKp5nzn2FWt3lK3IE2ElUklEqwO3qS28RD9Mtv5fRmE91dg12CYLKgLNYwogVBDZehm6J0ye7NHksNn7XYwxMF7KqS2oR6Z4NvPPZpqumA2AwI/JRAWdHz6rRaS0zemtMapjKqHIxFdNolWeAhjKI0ksyD9TbMVBVhrLFaIq1F41MajFWeSTHaE6VCqhJkPCwiLcFGLklSCpTVVAIFTpxHlhY6bXJbUramCaoRAYLEU6RA7H78twP/6gUdqVcpwe/8l2TqA//6kRueCo4c+eRK0G/m+Z6Vyp92tXpNgb5LAzY4e7KUDuP6NoDMQmwhGc6GRulzwFYu1lA73gCl3IrE+AApVHuUcY6uQGNkiLb3UMwbPn5S5EFp/mxpauE/VnT8+NS+W5Lw1MmNtc39XV00y/d/4Vft+1+cXXQlOIjTTfhz3vmqsW1m5zhKAXAU+DxwApeWtfECtzmDi0RkuNNl5Gh4uAlpztkO6fb6xXFq6kvPKJVesqV0OYouprjfb9RGAy4tKv4uIcT7rseJ+bB28YtCiAWcctZncOfBCdyiykUtzlwCJS791ecrG3db3G98Ardg9Blr7Qs9/3c0QogqLv3qBuB/XeHhjBnzbHjAsari85Hi+N11c/jTA9ovcJuzwLeDzVxhnpJO+xHPtf02OSKOGKSibXwEUmOwUEjPSyhLl4sXTpU0X6+prYbctFZFUvKR/CTzOkJ3PFbtAEOXyYdCup0C75BEzlsCaZk8Wqc68FGlJN2T01z02TcrWTjQZW1T4BNypPEl+i0PXYA94bPnVsHM3ccwn3sFj83mzA0i9hjB6cYSy0Iws9hANSzZxEl0bz/TiyUvm3oEOT8gLJc4VX4tcfcUZnPAvQf+gqfLW7lZ9blLfJZmdQ+9SpPHwhCKgIodkOYRcdKmYIIoy+nOKU4vGFbaMeQeBJYw71P2wMstUgqkTelXQxphF04pGv11qEMQgpdAkbg4oA0gMWC7mkgKbNNDxx70S44salrTUJihGba6FNLTAuRUI/es1gIgVlJnukgNOjQmUEUpTRhYQKjSlGDBkwXkBnSCsIaoMJgodOqt3lnTrJ/+0E/97P/99ve+67oSuQEQ7DJ3vuNffu7RW8TCxH3cfbJlPnO69gorJvxnvI2Hb5EQnlu5fyampF0No9k2o7EWN+MNnBuvh/00wE2aJJyReLR9CHMKaTnuW0IF06lwZ2Xk8rhsASmd4pm1yuRPHCzWP/NPH/vcNW2bef9DNeCncCIy/+MKj2bHsFOcxU1cRPEPcQ5jG+dAXlJR6TCq+Pdx7TI8nKMxktkfBeUTRpXZW+W/kq1Ux3E7jZeWgq0I4nZhG6eTfnYPxouNKo5QuHLu9gsZ6NWIEGLUq3CUubIHV97+WZzz9jUv8hCWgD8ZftZxXD/BUcT/NPDrw7+1a9mZH16b3gf8XbYc9M8IIV5lrf3ylRvZmDHnZbNd8sSa4Q+0UJ/90FK8yQuyzQ8I4B1Q/BUn3RH4rjbRlUBBXlRMkgx6VR+rhHYVCRaQ0pfZ7t1deeyo9CFi3x01QiGZKCP2+BXa9S5zuyzNZyAMPVbqgu6mxp4SxDdCY7JDzfbJOj5qc0CxMkUcgp3usntjhifikuK4YM62mBrEFPOL9BdOEn+mwd1ygrnTDRJ9hJP9DvNfuJ1Go89G5RSfP3mQA/c9TmPmabqppHf0BsKJAfVwlTu9Ffq5RlY63Jc9yInwBqL5lEb5DGZjilp9lVBsIoOcw+oubi2+wGLxMpIuRMtL1KsD0mmNrtVhPSd9IueA1+PUTS1ya5heP05t0KHh95lOTjEQLbp+hYqxeDJkYnAaNWyA1+/CIIfVDVhYgCCGp/oNZvOCagadFUWTEhnGlLnBoMhCjyDtF74x5CAiaTTSmn5fCa+ijK/KQAvh9VNp81LKMDAGkMYME1QBJSUqiLBWUwiBlco5kpkFZZ34rVOtr+JaJl1X/HEzrNz5srui7hua5dLsprEpe8r2x+pz3anPpAUz3ZJX6dAtqYwIcSeMzsCLIdfuLImGuXJagCmgjKAUTlhXDGdYHpBasMZVCBvN0tSAT87lzEg4GVgWtCbwXBD69GpzzwMB+jcObp5ev0ZSTM+Pq1P8OeBvs2WbP8/7H3oZ73zV0Ss2rh3CjnAWrbWJEGIZeAQ4hpvE7hZCHL1EhcAKcCtb/dhGp5lkK83Rx6W2dXHrLCMHReJqHEcB/DEvDTFbdYkjFeaR8z7q5zqKLl4qHa7DulQhhMJFD+u4+qFHcIb5q3GrZ/8buI8Xb4GkBP4YWAc+zVY085nheJ6y1l6YsuIOZtimR+KyGrrW2s625wSuNvE7Ob/M9UtZOzpmzIXxtnckr3v3f126PSof8SXHGdnmH33giP3570kvYYs14HanfIoHSg0FrYe22drMkz6x7tL1NqGoQGCQGApfHT85NQVG7t0VqL2Bx63LkxycaNAP+yyfbrP7lgbMw6lgg8amh674eJnBnlT0B5qJ0CPtK5b2JSwmS0SDgHviKtP+JEt5n3LVEnsNTuUFohZhplt0Nwt8PY3pQmly+tOLzA084qQG8YB7Th1gPbWUrzzNWt3wVDumFq1wW17BJPOYPMLOPM4dxSEO2k2SWsrj2R30Qk0338/kyjMsFzHpQaj6AXvCw9SCNT4fv5IldjFfO0mPEl1OYqo1Nr2CMiipZj1saWknLWp5hpdlVOhStQkzgz5+DEbnmLZLPy0MpAl4gVMjVXMhEzf4eKcMtY0eVgq6g8imeSQW1w3Tk4awZqki4kHf1184Vs1vPNgt6yKs+J4SK11dVIJSRrHMlF+Gse9ss9ZQ5BbpOT0ia8FIgWc9RBhuNVI2KcLg+kj6/iY7R0PjJeNjFaHiKL49z/Pa6z85tRjazUcP3UuN9ZVXbqYr+6Tgf2O510JQsq2f1dDSeNbF5DPfSQ2lAkIB+WgpJwN/+HuPUlHBJQz7OZCT7Vvj49MD1lOPT1dKlmK4qTQ848FSAE/+0OnjV71t3vMmMcpWmwM2T3zMbtlb5yT+KvCtnH9+edV//8vBjnAWhxS4CKPBRf2WcA7CBbNNXfAOYIEtEZvtzqLBTZQzXIRJ4xp5pzhDtombzDUYq6U+H+eqn16qGurofR5D9WW2VE99tqLB57bRuFhC4P8RQvwda+2lTHSuVpq4PqPruPrER3EruH+BOw9eg0sRPfgiff5TwH8b3n4Md24/COhroe/l8LozibvmRMBfAo4LITaB9+DagAQ8+3F70lp79CUY6pgxF82XXt4un07k5lxg7a+sRilOTO6ieh//8ic/JNaWxZ4bbo/uPPyYNweeB548U2nlWUmpDaiarngJOW0Ca2n4KzRUBtTMWtIOPe2H09RvuDeKdkW+2LNUJd5QmK4kDOoIoznRGlB0FXqtZKliWNj0WdB1dF+wP9vHHVoSroX8VrJCLy9Ze7LKzKmAfYTkrZRKy6O5qpk+XGV6rUJ/99PIuSdRp26nVbS4qdVlUJXU2wW1ZofbJhM6MkesvZyjJzxuveEx8opEz/WwzSVK3WAq7OIHJUkiiKVgwXsav56DFeSZZrHcyzPpftq+pbGxRqhL4tmUdinYbE8ztZES1DbwKw3WQ4UZlBRpQac2R9VscMfikyRUiLI+dtNHBKmV2gg/F3SVjyoLKwWi3QuRYcEp38cTdZobA8qNlJOqQlTJ8YQQzaBAmgJVWryOsqksRW6Vas3mIozjwKZSBqGxxvZ8bSvS2rIM/LZJ81h0Ow2BDMhNAjmkRUgr1EjloZUiYmulHiWdJ+kpcNfNX/jQT/3s//H2975rJ7UpeFGZaE20kjR9xTMVszb5177r3pf96Wcfnf6jP+k9MZ/9xfoEeZDytSpkMZHsO2sld9tyY44zLAonDaVha6Y7dCbPmkkrF2kkBjKeMgEPrM3A6hyPv/wLLgPIA/OmwdVvm3n/Q+LDxz86vb+ye/7Y4GQEfLtAHPrFv/Oj6TdNf+27W5MTextB/bls83He+arll3DEO5Yd4yxaawshxJO4CaTBTWwvlpHc7T/Etcw43wEwKveVuAikAvq42qFN4EmcKE6DLTGc651ncwLPdRQvddsjsuE2t4sRja6RL/RYTYbbehXut370BW7vqkAIMVr4SHDnxjywgksDfRi4C3cefAm30HK5j/cc19fxEHB8m3N4tfZeOgshxB7gv+IWqEYi5SEXtkq+Cey31l43k6MxVyFve0d+04c/8CRQ2p//Hovr83WxiIcfUgvrK+JdnGlwbQjI3Dw2lqBzxcEeNHLF43tqzPgCGwecYArFJiJ+vD4RL0x8lW2si27ZWGv45ojH6maJjAzFgkXXIJnIme9U2LNe4+lDORMxHNB1JlWdXYlh0p8g3YRlLEcmNkgErMuMe7NpeolE1gtuL32qvQrB3k/RqCeYmkafKim7Pv60R6QSzOv+FyJOyU7fwmrLZ7qyTEVsMNXqIW2AKPsIvcqRpUm8uSpTjU0wAwrRZM47Sb+cJpApyXTEnnSD7vLTWNvjhv4KA5OzMThGFk5Q+h4dTzHVTml0NhAVRcf4VGyProyZai8yNVjGw6CJ6AUVio4SiYy4tbJJLI1VlGx2PIJGQTAl6eYxg8MBftbBFiFTewqsMUido5VHqDJOLTXsJDnGl6Rllh4IQqn61tcqRRupo8jzs1xSlJ4XhyGV0MPqnJUNRS0OwDeU/RydZBAJZK2CEWIrXcvzQCrYss1fjVuwfPyFHK5XCx+rCH/X/EI9jCvJ2vfcN9+7dXL+qAlWklprwRxef6zZK+5MPSpC8vkQdplttvnZ0qP8HDwfvPPoFZc+FB5ExrX1hEZmqv2Hn7rJPukrc/pnPnrGNl8TCtjF+x/ck5H/yssnXnb7f3vl+/26V6Hd7wZREMp6UCXABylJSg1KEouzpribwB7e+aprYp5yOdgxziI4h/EFvt8MJ8c3s9Wv78zTnOkoc8ZZHLCV9jiJOwfvwEUYR7VxY87vKJ4b5Rv9v9Do4qjzz/b3B9tuw5YS6ig9+FIiipvAB3FOy+txv/V+IcTh6yS6GOPOhQeBm3D7oQGcwu3Tw8Cf41pqvJaz28xcDh7AFYm3r4Uo4naGdaC/CnzVc7xsdPwWuJrMm3GLU78LfGjcmmLMVcHb3vGCbPNff+3bzQ++4VdDo8VNnLHNktyZWktXS248XXJrJujngqDsEXolpSrImMSjZIa71hLq5ROZeNtBafYlM4QBNOc8JpuSXk+Sf14RT1umZ+EO0eCeOGagCrTQdGYHdFUNvZGSpSU3FwE3LO9mMq0ynXlE1uNzjaOsz6dURZXFTki17DKRNyl6TSr1lEIMqFVXieYW0dUEefRlyHQCObHJWrJO6+AjTMwvw/HbsSdn6W1a9Pp+kiDAix6hFmZ0dULP1EiJmBbL7PWfQJSG6fAQf55/PV+cv4E9/lFerj7NYHU/1VVNvzsgnrVkfoAZ1PCrwwn/IGAlnueot5eD7acRvYyWSAxWiTY10RFQiUvR2/RQAXZiIRIWQ9Hp0wra1H1INAjPx1iLlYb2qjZKeFZbJZY3Y+K6L8KmH64vxZQ9hJjPKIrAr6sET2DKvJRSxiRJgJKGIBBsdD3mWymtqCQfeFSFRVhLJgQSCKxFSLXJsL+shddaZCmwBz/0Uz979O3vfdd1YZsXl07HQRB8qvP4kzctffpYefSgalSrnJg+Wop2kyPt/bMPCcXBbrH8dR60PLa6aMBWABHAK8HToIcupQJnfQpXt1gMly9TDbGArOj+8qcPf9tvrSf7eo+e/oVryjb/6Y+9szIf3/7hudpN9+5Wc25neDHVemWoCmtJfWsTlE56Sanj8L/dEvq3s802j1VQz2ZHOYsvlGFt1nfgnIqcs2uwRirAo+8scPWRChdJtDjhjQNstdYYRxWfnWdLB71Qh04yLFZhqzZxlFc+Uscc3b9UR3EV+Aac0m4DV5v3MlztYm34Gdc6XVxd4L24KOKXho9v4iZto7q6W7jI1LILYBXXbPlp2NYz6tpB4FJstzuLGhd5+QCu/cdfxjnsf4rrKfeXgP9irf3iSzvUMWOuHEI84IH4DndpzwvwfXf6FIDSEBgmC4/AQGokiTrKSelRTXchsL4UpybnigNr68Kna8zE0oGgOe3TrWXsFjXyIwI/NTTDgFvkLI/PrrNaGzD/pZimiUjRbMymnDA9Wnt8ZEdTDjRzT1UI8xR/IiHrNJBza1RlwmQrp7ZyAPWFNzMhm6iozeJ9n6PY/ShhtIQnBNlGBZkI7CBjpniYbhHD4TugaGCrHcyJm6jbOrceeIIT0Sw6r1OLNxjYkrSYYXf7CWSjyuPi1UzKdaLWCjP5x/lidCvrco6BmeYGe4gwLShyy4lyitZaBxF0yDoek+WAJTtFdbWN1h6lFzJZSwlMKU6cNkLpLjrI6SIwylINEUoXtJcstucT7yrQJUQRbPQUy0shuzoDqkLKXhSgA2maKpOeV+TWKL/SKISQdXuyozNpjddVvjh5MhK+X2FuMsHzDGHkMdEoEAhyK8kLRdhUlAI86bwVYy0mCFYUvBFXt97Utf2/bypzt6v2k5sqb1e5TmyztXYpKbKXn37sz+/aXIi+lHdbRq0vdXYnVNsTtNWB18vaiSO35tlanoZnrysKXAqLxk12fQ9QkA9nSqP6K18P63syMD5QQi5YQfr/6cunv/5wJ5255kSFFruHlLTBE3G8cK8vIgIj0bmnW/VoTUnxrzP4z6eN+c6gn3i/laQP/mgtnsUFEv4j73zVWGjuPFxTziJOrOMbcI7Bud8tZ6s1aW342B7cZHnUqnRUH9fDOYvN4bbGfCWXq5ZzJDq03VEcXQdH7TS2O/0XGrk8DPwkcGKY5rcihFjDpRmP+v1dD0iceE0D+CQuBTXG7Z9ZtvZ7hlMj/ja2zo8Xyr8BHr0WxGvOh7W2L4R4B64v5HcDHwN+C6fuumattUKIj+LSnjeAN7DVDmbMmOuJfcAbwNTdlLXrQmNW4XQbKegpRVlUOT5t0XJvNJX2GtEgX25VEq8svIkiFbTi3j2v8svWQ9WJp+cHddEomD8ak4UWbyDZLX1aWczEk4ZBzVKGFiFyxCCgdrJKMh1QXdXsHgQU/S4VnaEl9CZS1EadXY/vp3f/Z1mzERNpTkXMAwoTdpCRZjJpEfYjsqJKXFsiDdsMVBvrd9h1+3GEkTBzGhv2KGur6CIgnWtTBjWM6BMDE16PQm+Sh5bYFrTySRbKDipe44TfYW8ZEOWCdtIiq/RJZlrM0GfVKCYnDzMV+9jcoExIUJT4tk2ju0SgEoQBTyAOLmj6fo9qBEnHMuhC2ABfF5zuSDbKgCmVkHSgKaGMPPwCMikxWrDZC6j4Wga+NSaveXZeiaxs2HkaosiF74k1XVjMZMuGaxsNNruGhbmBKQojlSiIA8mpJZ9KkdCpRMh6xJy2CKPxTHk43dj4R2BP/di//dcZsPzz/4tV4Alv88mzenJe4yjglSqIqguvefUnp584tqJ+41CcNDmsSuYF3Jif+JjsZkVqhf4D4NsKqEW4yWq0bSNezhkpRwkIA1q6iKJmmN4ybJchNQjBvwhU/vhm8iOXIiC54/krv/Tb3ad+8hd+qF5r/Hlm9duePLH++//wd3/9d/77X/vexalqdS1856vsTT/4qx/l5MqBH73z4CaeetPwrdfLsXfRXDPOohCijqtVvInzq5iGbEWvElwKapOtBuWj2q5RemQTJ4QzZotLFbB5NkbbGonZbN++5PzqnM/3+QZXj/gfcb/xLUKIL1try2Et7DXpuDwHo1L2G3HO4UNAC3ceHMLVBh/AOZG3cOm1p+fyNPAJ3Hl0ze7zoSP874UQv4Q79mZw+7eNMzwruKjqAVyK+6NcJzU5Y8YAiIUPNCH+CRA3OjUTD+QATAZMAFFITMHybkkxSIStpLaRN1NpvJkoKN9wo/Qf1Kq5tkvp2ZbU09VGa75OdeJ0i8ODlKNLOfdU6pz2cx7RCV9rqtykmhSHLHmoMTMZ9Sym1W7SznImk5AJWwNTw6iS4+sdZDbBVDTApBHFF19JFLRYzLrsiboI6eNVl5lcquE1c6zXwbvpSygVEJeaePYoxYHDmEqCkiXMLSP7IWFnAiaXqA4Us/kGQaBBQCWxTHnrLDen6OuIRrDIkWSeaK3BelFFTWtuCx5lWUzxxytzFG1B3m1yb3sNtX+DtfYEZeEjZcmujWcIDy2Tn0rtms1FMA+dHkRWUN8PMlZUPY2/20WWdAnxpMHIlH7qMVspSS20fYXX0JiupBA5RluSjmCtHUtf+LbTE3amYYTpFHQ6vvqq/RNquVxnww+o1TVJ6vO5Jxoy6eTcc0tKEBXEviQUhm57DV02yU1iPOk9nHbb/2HxC58vFl7+ips+9FM/+8jb3/uu8ke/HWebv/3vXuGj9SVFiCiqTr75629qxHfNdgr10OmNQ1NeF/XluzhS+qxFmxsH04iVOOVWORCkkUUMvcScrZV2OSrYYdhQPHPGaLTazvC2B6iAJ3zBgzjbfE06iwA3/7Mf6QP/lvc/9KHZf/OPzPr7fm52olJp4RZuNZ9/ahnosTB9I06d/WFcptCY83BNOItDNcJbgPtx32n7hHekBRXiJs2jvorZ8LkKTk5X4SZyXZx6YcRYCfWlYnvfxJHTOLqttt2/EOXVJ4Ffwyl9ngI2rbXX82qRxRmEg7iI4S5cOuSjuON+dXj/JC4l6C62anYvlQL48eFnXBf7flR7KIRYBdZHx9xwgaI3TJF/BPjIdX48jrmOED/39ZJXL9zC/7jz1YIJLwSb+gKqMbSFhTKHJCShgvAFlUphfZOC0eRR7Y37s9oPHEjUTx6uPvaMF3S/qrbroLdkoqNpyatp0DIhNpTM2phdlSraK0hNip/HBDUQA4/a6SpKFSir8AaaKVOjI3PKyhKRilD9lMBWMK02qJDp1Wn8Vgd596OIvIY9tZ9QTmOCR5DrU1BOIm96FGyJbE/AnowkGCCfvJOGlOjo06jlWejNQGEIPU1YLcmmNEa6VekgC6hvtFjPptic7dHoBLTCZer1NiruoftVJrwTPB3eRhmssuBnrDT3kqQL9PKA9X6AqFY54D+DpKQ0huasICl9emmJzkuMDejFMQtJH2E0SSbQGioxpB144pkYb6FPLTboY5amyKhVClQANt9EFAGRsOb08QPydNuQTWhbmchMK+iLwje2mwTqyDPKHFsKRLOOaNYKulmN1dUeC82UmsyR/TWmRU7a20BOzzzhh+o3nv6TP/6iybNTfq3afvt733U9Xwuthxjoxw/dsPTnn6sNVpZ39yMmB1Ue6dWZr3dZ33WSybUJTmrNcWG5o5DUiqGzqId/ZyaqQ4ttgCxy0cYA11Kj8EcpRI28G3zdj00Vv/UY14lt5p2v0vadD8H7H1oB1njnq5z//IWfNkCP9z/k4RzFj4wFbZ6dq9ZZHPY0G9UUNjlbnON8TsUoYpiwpTY8Skvt4M65UWPY+nm2M+bF2x+jOu3tLU4ynNMRcnbt6Oj3HI1l+/vWcE1Vv4hzfjrXmqjKxWKt1UKIEqd+Oonbf6dwka8lXCr26PYyzsl+E8MFykvkBPD49ajyOXQOzyqMHy5mvRLnlG9ciXGNGfPSIbzffPg+/9vf9+Pwa3+zRW399aAmLYIUIShS2LRAzV3LVWnqk9LUIpOu516W1VJoYlEq02JGH93w4vjGz3sHxUyFtq1MRkqsHRyIYw9n1OZAFppTfsp+6uxNqlAazLphc0rTEIIeHr3ZFNXX6KIkTzQJmjjIOZVacl3FZ0AkNBVR0J3rcfSm09x5epagXUN7PZg7hW0uQXMA6/Nw6GUUBx7Bv/VhmF9GH5/B9iWmmcCxG0DkkFfBL2BiE7O+l249Q/uG1ZUFJrwSzyriiVXa1AjykKwV0wsy0PMISoT2+frNz3Kk+zKm5DKdRoUn1Y1M5BvM6FNs2D3UVQ/mfPyeFG2lkUZiY0U+KchTRXutRp0+jVOaSkVSVCTtLmS5ZWG2pN40UMLEHNSKgqAP2kDWi5muaEzgy45nbVVFotHo85kTVg3yKDuY9Eq0DJ865nlL6z6dBrRDrB9Z0W4XTM+G4JVGqpoM85xGvb7SmJ39OeBLkwdvOHHkE3/Y/dEP/svr2ja/aWDLTzR83X78yQWwk4BWAafDkvUoYanaYQ+azo2HWFqcYTGv28/LmCkNwfYm4CnOWI8mRcZAKd0L/KGco06HFcJB9Ew/vP2pf/fR37zubPNQsOZs0RrXY/E+xrb5eblqnUVcSt3u4d8bgTfjfvDtjFQIh2W96G33U1yK2CiAP9oXI9n7y51yeS1zOfbVdodx9H/kwG9nu+rqSGly1JvzE8AfWGtXXuBYrgmEECNhoJO447yF268ncKmRFrgHd8xv4Pb3Jq5m91KdRQ38CVAXQsTW2ms2zeUikMD34oSGrkWhnzFjtjO71GnsFevlLlvz3kR36s2QT2wliOSgrKH0C5TwmQ7K8CB6fS3NM5kG1IKcMFgSNT/4rGd5ODPedNGU5WmiJ9Y7krrQ++t1369L7kmniD3JshzgaUFQeljPosuSiVzTwRCWlsZxjyeTAfNRjKx0CINNSKfop4ZSg0eVVKc0Zh7GO71A/cGb0AmU9An3rmL6HuUzd1K8+jOUSR2WDpC3TlA9vY+wM4EKO4jWGp25JeqehaQGInMN5wOLqK5TTTWrg91k2Q3kSx5eY4nW9F+gRMRaq8AWdcLT01jdJSbhKf8A0VKFSXGKiuwTiUUm4iZmOiD2fKq6JOymTOZrlFOKVQvHOzHNqYibKkvo9Rwv82x/viZkJSWKc8ourCzG+HHO7kZO3YMVfFIb0CwE7b6HrVpU7tPRkBaS0qZiooWVyoi1rjLLqxW1suEpzzdeHJTMTSQY4XPL3IqYq66Rd5dQvQkj6w2DHyC17odh+PEyz/7g7//sT6/Cu67owbkT+FhFqJN3w+6SZ3C2tkUQ2LBZeaar28n+o4hMcq9X4rXrdJbnCdKQtvDpA0EFN+kZTY5SC8JCKMHLoCogl8NeZMPTzgi0TTt/slv8q+Z73vJzaz/z0bFtxtnm78YtoF+z5TKXg6vZWVzHOX3fiFO4rHJ2b7ORyuZI2KbEORQlzmE8ylYbjf24iVyCczg1Lyyycr3xQhzFc9tnjBiJeWm2Fs3O1GoPX6O2Pb8GfAbXFiO11nZfwJiuFV6Oi2jN4tRQK2wp/R7ApaTeijtHNnDRxVG/xa+7xM/8JG42EHG9pLk8Px8GXg2cHLfKGHMdsP6nf3hrZNveNxFxO10bOzUbDyggqhkaniSxOYUo8dCrWTogMgXzqsuu7AiC8uYTUxQDe+CxcGPxb3UX+qefZmY5t3pXbTZ8lZyj5hvCtAdFg/2iTmQU7UrCatdQlBkHSp9pWaHv9ZBFyc1hhVxYesIyHVRYricc8CImuhNYDP1MEzz8NfimpBpI9GxOVS1jZY5e3Isd+ASDOt7EMmajRWkEfiWHpRtozh8j2/N5ykqC6jcwKoObvoS0gBGIySXiwSRzxSozk2tIv4GeWSau5NSWA2pLHVbyjKhZx+8cQ3drTNc7rJo9HFg6waHZWWJPcId8jMe4lcKrUkl69LsVisoUeV8yka6wRyV4VYtnBFFk2djQYvkZt+uDAIQHjXrKlLZUS6BjaFYKlF6l5oOe1BTNkJonKNY9mjGYWDMddMRqolFeFT/W+MpTSlotCyVikXHwwKq+ZaFrvf6GWV5Zpr+YeUFSaquUsVG4Sq/3F0//3u8e+L7/379If8Wm15z65sUyqPMKEu5NBXOR5V4ksbzpBtWoV6RpLy4tdk4dpuRluabfnWAzD1gi5OG4x0EluZ8IkG7yo4AwGzqFERCCtKBzZ+jrMXgWhOATgvQ9w1ddbuXzq5Xfwdnmo2fSU8ecl6vZWSxw6ac34g7+cxUcR7rcBhdFDHAT5Q7O4bgZF1n8HE6UYhqnYjjPpbdquFbZ7tBdjijidgfw3M8ZdgbC4H6z0WstzqEZZV94OIc+xa0KncQ5jAljtckR08B34pzCGm6f7QZeh9tXMziH8hTuXFgfPv4o7gJ6sa1jEuDnrbXtyzD2a4JhCurrh3frz/HSMWOuCYT41YI9NCm4gQEhqNrW2q0FryMxcUFsNS0vRVufEoVmEykh4Ravma7ky9lfFDU5x6Y//We7svL2e8OZW56syHv1jGjkimAwoIwUUyoAbRBWM5nGVLySzYYlbVpay5LuHkulHzA/aLJepGSZR6dvEX7OFE3KoKQsUyprNahIBo1Vwm4KRYSY6lK2VhiUu4hsiKh08Job0GkQJPPQPIk5dTOl6uM9+UqC1iLoCiIcIG54HEoPTt1ElmqCRp9SR3TtOs3dTxEqJzqTxRntqqTXWaM2cZg0nWXgz9F6usXs+iK6VrImYvb5j2E2BPFKh6XBBIWU+Lm2p+ScqBQd7ppObE8bob0ck0E2qahVM6IB1HKP7nrOZhZhfeiKAt1pUk07FMGARHrouiKk0GbJiNAmQk3A+kZNdH2D8gdmqipsvCLLRqXQldgEVv7/2fvzOMmO674T/UbEXXPP2qt6X7CDBEgQIClqpXbJFm1tNizv9tiyLVv4yH7zPNLHoqkZevRm7PdgW8/Pz9t8ZImCnj0jmZZN7aJEkZRAkSAAYgd67669Kve734j3R2R2FRqNhSKA7mbnF59GVmXezIrMvDdOnDjn/I7QLdcTsxTm+PJOp9bMnaiXU/Mdp+tXTK682Kxf2jCt+gWRR1vx7k7MtHc1AM6I+cYpvi8zrARQxfGcwFWHsvMXvWCn013IWE5d3mkMF4dxY9dkxfacXNo2fvj4YPj0ezIXVwJkkHrgT1ZF+1ZV0t9bLElBDPzzj35iapsvY1NQ3zv+7c3uL/1Vxw3pLAohqsB9wJ/B9lWUXP29TFJOK+w5IRVsxMMd/17HLpYPAHdjHZBJTePV1DhvRsSr/PyVvN4k1Xc/k889Yk+MaPL3Jg6gz54TOVG1HWKjYi4Qf7W2avhjMIe9TiafJexdJ3PYjZZN4BPY76OKzd8XWOGb5S/jbxlsrehnv+JRf3Xx17BOuI+dX6ZM+apFiEeqCO5jm7+A5nvIrLK/Nbnj6T7yIQoLjkmXg7rKMANPZ8RuSl8UOMorfJOcPRA12HUu1uHATpLf3ZspvXvrs9mhKJA1T7lBXEWgMErjaYWQBgdFFY1PnXRUgCOYu+iQZSV9Upq+IhKGfqlJXUVJyahaYAYJXqFAVShdqBQuouPD8F76xz+FWHgSr7FAdmkRsfwizl2fQiZtCFNk8CRCRsiLB5HdOcw7PoueP4vKgFGVcu4saZojomWiIkK6OZ4AOm3KUZuIlKzmEchlLn3xPqKdHco7a6x0K8wfeIrBHV3C0/OkwwrN0+s0dY3VaJYkDTkWrgt3kJNvg/CFWM1DKrKEboa6UyIcQ50UUyiSIXS7kmYzp1M6lCamvZzi7hrirYKh9hE9I3JVkWXdmEq1pOKVLM8V5NrNfEeLshhFRcuvHFuM5Zm1wBycGXFnfbvs533he64fV5Q/zGVexNtxYIjCxcVBc66xmu6c96Pt7dHHTDK1zYCnmTdwfwmBBiGzjPT0OUcnqTR5Ph/CiJL1zOUTa+22GlZ6tVa0c99o/ojICnYpWATAgD+RPb1iBezv5dkZrBbBo2/X+7tB+NvYAISDVUOd8hrcMM7iuP6qgnUOPOCDwAfYq+29Eo2NOJbsNX3vYdVO29jLq4FdEE92/HOsA/JqDeenvDm82mdrsA5fFbspNtmFHHcQos2+zTLsdxWMn/N7wC8zjSrux2Gvj+J+2thzXQJnsBHGg9hr4mlsA/n7+PKcxRQbpZ+mnr6c/w3rrP9bY0zvWg9mypQ3G/HQI3u2+RgVcr6FDR7AIaCCINoncO06cKipyXKfdqFpINjVeVWU3dEhb8guLZZFPuP4rUXh5xcqeT0rjHnnbpkvbvtx1gqFDkpG/YKwzDCH6uwWEQfX2igBmUkpKgJDiT9w8EIHt6xSSI2QDl4p8WIXl4KICIcCt6gwkAU9oTlqYhrhFmJFQ9kgLmN6ckQ1yJDLW7h9n83zR/FqfRyRUXVA3fsY7rAKW8sU6yuU3Sr+AQ0ouHAnYhRSu/3zFIcu4k0a5XUdyqGD7ofUgy7t+Q36h4+w6WZI7xJBNSP4wAadpS5SFdz+4tMkmw5nL8xQLLgcOrTO6IUGZVwyFyb0XEEnCtC9FNM2FEYT7sQUtZCdegPTiQjrcGsrIYg01EDkhmJUIP2YcFHiZx5SZmIz9RkkvpjJfKOFwXULMi0ZJo5z4tiw2jGJ3Ol4Ouojaie3VOLvynyz1+ysS6dzcUCca1dkZUSWBSbUjhM2f+/C0y/+V6a2eT8yBeWCEICSinIwJIK2tPo0zjDg+VGTpaPb55Y3HMww4Eu52Pq08JrvNXlvEcPe6jfnFQ3jpDMPRQwMJ7Z5mnr6cv4X7Prx/8WPPjDdxHgdbhhnEbvgug0rznGCvVYAV0uLnNw3cRQTrJM5YC9ydRHbmPxd2IhWfd/rTF53ylvDlTWKk+/LxzqIij2hm0krlMn3UY7vmzglG8CPAY8ZY6aT4ct5FNtK5E5eXs/rsxfpWsKm8E6+g3PY6GKG3VxpvoG/U2LTV89wY80pbyc713oAU6a8RYSk3MZFLnpJejLLOIbj1nGlwc8EorAzRCpgGc3RDEZC05fQLRMqQTRSckjiCObyEYWzVtPe6QWV3xvVijQuRf3rRFPcUV8k9fOavjgymhbd0mO+61HFRY3zhIQRGGmdpSoeRhscx0OVGoMGV5ArTSK6uHhIAuqRIMchzX12kph2t4YsAO0jRyVL+T0EUR/ajyPvepbqyEVpj/LQC+j+IuriQQonwik8ugvPs7m5wPzyHVTCHv2moHVuGb3eJmz2qYZgBj56Ywl3cRM132GgW0jpMONeojK/Rl/6XHJ8TNhDrWrSTotGawd3o4rrVmjoHSpDzaqjERWXmpPSOABFBO4oJBeCyqxkq9PGiUr8YMQwdemlLgeOjBBxgtA+KgDhCOLYIfccdCLxDeJwMGJL5nQ2A+EPKrp9MpK5cXxtROEilduT8qlTlbLUjrOx2zALK8YE7VTsvnS6HHR7zqB9sCAIpVJytVKUPzba3Hzs4Rdemtrml/OohJe0jWjJUpcTAY1gLMpwd5qxIHIuOSnO7AZaB7y0eej4fdrpxd6lXi+TNCmxK+PwKn+hGAHpxDafY2qbX43utR7AjcANcfIIIVysQMe3AM8DH8LWXTVe62ns61mKXfy62GjUs9id0G2sY3geG12ZZ09dU77yJae8BldJhHhD7G9tMhEjmjiLDnu9ZSc9FyctTwrsd9fEChT1hBAvTgVEXsZZ4GeAHwcOX+VxDyt+08BGFDvYTZMSu6Ey4pXOombPYYe9zZdfAv6dMSZ5U9/Bjc8s8J3GmE9c64FMmfJmIx56xHV28ne758oPxj3nOeWJH8DV78cp6jjCcHIXVkPY9qDlGKqOlI2S8IggOWuKck5JjMgc6bjVQ4x6T6kXm4bKzFy5eTxt1Jw02jlphosLRTB3/txOqe8u9S1hS64kVRxP0ogVruOOY1YG1/cwcYLMC1DChm0KyMoIHNjNBRujlIMHtwizOUQaIChp1QcEOGgMsruA1JqCFGROtRSwcJrixdsoiakTQGUIl94B2/Nw67M4dzyG2NyhEdXo5wGFZ9DnjpDPFRT1ddRwjnw9QSxvI9eX6W1VqdT7ELuIGUlcSna6LQJhMAuSg/4zpJfmSL70DeijT+I1M+L1eQ7P98kDQTZqMxv0oKHQa1XKHLZ6Ab0soJ0mxE1FKkrSkYZtU7jNwsm2BWozR9YcyDXFpZxIxCRuyMhto9wMsezh9UuWnZwgKU2tUDJJhA7iLJOKYiRwROHJ2aBUhdJaa12MytD4UihFTPfMpaI3qheb99xdVdWgcesf/sbB4tTz3R/6T7/40sdMMrXNe5yq+OJn0tL8hC44kGEXPBMp/hi8mYKlpEOrkDwlFL1hSHPh+ed1pEZRoRhlE9u8Fy6Z2ObxOima2Ob/DPyHj35iapuvYAb4dn70gV+71gO5EbimzuJY/IFX64U3Tj09jo3+/UlsqttZrKPnsRd1mjh3+3vw7U9hTLGLYAcbZXw3diGcYvdk7mHcK3ff8/YviKe8Pm/0s9JcvQZy0r5k4uRPHMXJYxOFhMkGgMbOrcvYetOJBPU0nWCPg1iHetJP8WobIM74mBa2dvEccD82PWMbWGQvwWXi0E/SuifXy1ngM1NH8ZWM57apozjlxuI//0s7L//A3726bbapp8eBdxcV8yeDVhH5Up8LsoofB3h0jYvIDKu+5qIjaWI4UQhSB72tdFQtMCeEQ6EzjKwXyqhRV+Ssm/fErhhu5FG6pXSl01XvbIWpdym95KlsRodrDdazoky9nnOfbpNlPVTZpNAOyuQo7eNoF8/z7ewUAyH4qgYyw9MFM9qnOjiKryIK7yKmdxiXQ9TQUNWQJRR+xHasmdENMDFaCzp+SjFULDZzpJvBhTtBjjBffC/CSTHHnsHrLXC824bB8xSHzuPHbUpzF26/gshrUPsMyldU5mIcJ8W4EBY5AzIubLkcXczpby2xcGwTf66PmD2DGgyQrQzdyBFGYTLJIFWkw4CqjBFRilsWBMdbeEtNvHM55aWSnfMOZsZnaXbgHFjOcZUhSkOyfopQiiBLibYM6YJkiEuxkWlaiPmZUqSxY1y0YKaHqkjTjLQ7ylPpqwpLK47reLHJy5STB3dNqz4ynWdOy0FnKFUmMn933XRvf4ffqy0ekKdfOnj01PMXmNrmKzm80ZypxI1wbfnUxWVpkArQxgbgM6Dv4DgetSClUYn51WGbc0OzfX8c4BqPHQRLqIlNFzpH5YpCSLuR7oHQYE4Bn546ilfhRx8wwNRRfINcM2do7Ajegw0Bn3mVw+4HfhBbw9bGKjb+EDZ0v7+1xav1RZw4FhOHMsAufif95CYKqhOlVNhT35w6im8N+x2WK6ORDnu1imL888RRnHw/+zfhGB/zOPDFm7EJ/OtwEXgRuICNvi68xrF/gL0WFXsR+CVeXg0hx4/tFyeSWGGb//rmDn3KlCnXhP/8L1/TNouHHhHAA5Uo+b7UdRqlclrDts7x5V9It8qTVJTPrIBLPvSFZF4blhDMGLtVq11hCiNIdInUYDJIRKWIHRdX+VmqOl3p1E/Puaa6U4az53I5PFCw5DZKsT0jjkcNpxF4bA41s8anR05fJCyqjKqjEKX3yuo4af83IwNmq5KUmLIUlGUTKVIIRlAIkDG6YshLqNPExYV+gFw7TF0YyEB6q+COYOVFIEeMZim9Lqo/AxsnoLqDGc6g5jaIg3PE8xlN0cQUDkHvOPSbVNo7mGbCaFjF32oTb3nMDJvUFxKk7mPikmwgyZVDrgW7Z5vkeUF9LiYfOeisgUx8zDAgDwxFnuKe7dJezSkyMMswNwe9lQZ5lJL0DaVjuBQ5rOwU5MKFioOiiYrhJJv0tS/zRCBGIetnRVkGpbNywBBUNJdUoIookwsziS4CJXyZibwfmqCQuugOvDw1Znd1mJV5KZXve73FI6QqUN2jtz/GH/zqEx8zydQ2v5zzXl686HZGq6HhcAILV+bpCgVejKkbHlUlu5UY1WniFS4pDhXsWigAMP6cxG+pdHBaSSOMBwhnTiL1Y2Sb083KKV8x19IhmjgAwZUPjNVOfwz4HmAF2wNRY9tdCKyTN3EeJjVuV3MUYS9NLsU6nC7WZI2waaeXW9XsG9M0XeLtYRIZnkQT2fez3neb8PI2DiV735FmL2o8NUgvZ3KtOFjD8mptTzrYKMEGVs30U9hr7l5eviljeLmDX2A//4uvlh0wZcqUGw7DyzdQLyMeeqQK/H2K8kMiSxf9KF1Ph46eGaa3buGC8eoE0qUGHNGGDoIqgpYHdWlnoQRB7INKBI4akeiMsmjhSZc7ZCqMGDZHcl6eVYUeSLGVzQXL24G+M5p3ZZ6WqqqgVGRakzFEKokvAnJiclPFnYiYazABFLnBLezeo0CAC77jAFUoNN1gi7DVobJ7HAYBZeVFRLxAdWYD0WtBWYfKgED70D8A6y6M5uDr/y+oRphn70PRgKIAE2EyTRIVRKMRXryISGtkvUXCA5uwdgSjRojaFmWhKeWAPF6kePwuanNDBpFmZ6iYXatR9A6zcX6e8OgGSXSQbEfhdDsUuctMAEncRVYdIq/JpdUazbU+9WHO1qiFH0KjESF7u2QmYzQEbwPmnIJZT4MTobWmaAlcT5GXPrpaoxGMEOs+vls4A43eWi3l8jEhnbbBdx1RqyJ1NNIoZNEudK1USWdn28uTIX5giAKlV9/zQT2szuCPevpdJw62fuM/fm5qm1+JqG2rhq9isFeFvVPsXXytFEroFHBCwMbsDn/YmeNTqeI2bHbcZbV+kfaMNkVJqaWWbVPQLdxiXYO49NFPTG3zlK+ca+IsjtNPb8PK9p8f3zdxFlrYXc0fwC5gBdahHIxvU14enbpCA+oyhr2oYgsbSZzkdA+xUZYm9kL1ePlC+tVec8qbw9VqQveno6bsTYSTdNNJarHDXjpLiZWEztk34U65zG3Yc9/DXjtXcxQTbAF8c/xvFiuMU2KdwYy9iO8kxXvEnpMOtjXElClTbnRs+ultuzkbM+7YNtuUU4BWsLP2rqRS/wG84NjI9wQ+ISbv9wM3xHMT19MyTEb0Sx9kIQmAhoBaDsaA60MqrG32HU2lbCFMj1FeOsKUYuAPv24QLm2EeVOkZVavG+9SWOVd+oicCQRF1FJ+XkVFJQElqXRpyYCKdNFSIszYvw0A2UcbgSom05QAlWOcAkFITkTu96mm88j1OSZds1TgQ/sMZn4Lc/YWVN8DFBw+BSaHpXOQBuBEsHgOkUrwYjABunCQfgX34Bqu8alRoXK0Q5ZvoNIWDDTF0gVMc0CmwZGCSA7x7t7AP3SOXbfN6dZteOmI6k6dhXc9hggyTNDjTG+OoFLiap9OJyCvuNR0jjPImKnU8I9XqY800i9x8pJhvYVTGGaQFNowXA3IvIyNRY+2G+MPDO25AjLNqvC4pA23jArtbe3IelUQezVSR5IMC7FUj9hNtOnkjcyrOG48yI2M18ypZ58Mer0e7QOLph3MOXF5KSqSxKiLp8oHzn7h0bv6F5NfvvNbprb5ldyhEe3IqXm6iCsKe8pOckXHogGxCx0NdQ1NP6c9rPE55OU2cDngliALMuFlmRCSoWbXCKFqGAxM+ypOeXO4VpFFAZzELk53hRALwI9g1RkvjI9Zx6bBTcbYwqbGNXh5tANe6Xzsl++fLHYr2EXxJM2uMb6dpDpOeft4tb6NGjsBTlplgP2OJt/vJK24Mj7uSeBjwFNTJdQ9xhsvLnYz5hZsOnf7VQ5/HPgVbK/RSc/KO8bPmaih7r/eIvY2P3OsJPfn3uz3MGXKlGuCfD7ilpdiVf+PW5Xd//TQI8vYfmR3AeeTSkNQ5usYs0QYSqIRuGU79UiR1aZeMH48zGyIxHZuLSkDhSkhy8DPCtoGK1lKQVQqPBlUyHcLnbu1Vd/5mrVmM3J33SfCbXmnV+FwNzStgx0R+U0iE3KCAFWU1DwfIzQmTwhEgBYBJssxokSgwHgICuRENaQECoUoJDgagcYrmzgipESTFgNMuE5gQGbz6IsVRLcNjoTCh2ALRg1M4iI8DU9/DVRymNkEV0BSII+eg2GIkzRoLCWQFZg0w7gxo81juLlAIDCDkO7qElprKtojNz55JnDOLjOXNMhWNGLpDKY0mKTBaODiuRrqUIxCRl2PtTM+SwcEMwsFg1zQ7YYolREekJhuQX04JBwYooFk6Cui6iFUOWBzfZdASfK2QhWSqspZJKGaZ+TrpRgkik7mk844smU6FKuaMjVahEkeuaXajI30iwouwsmKUivPU6NuZsxOrI0RlVp/J7/vt/7TE98ZPfmfj7TdZ0YP3ja1zWMe/rgt5bgLNqKGf7s3XLtfCWubJz3bYKzoV3Efr0T5ryhYdSDp1RnmAXdhNTx6jNfCCZD4Ps00jR0opVPxVe1IpkfbnzdF54+uwduc8lXItXIWJfAU8N1YFcU72BOtmcMuRg9gxWcmTsKEK8ds9j1eXHHMWI348nGN8Wsm2EVxDbsQniim7n+tKW8dkyjh5LOeOOsT1dMrI2AOe06kGB+TY9MmT2NrWadwOWq/go36hcB3Yh2+q53XG8DPY8//TazTFwLfNj5+sqEySdWe1PNOrpMc29/yqbfsDU2ZMuVtQ3xmTv79leipnZzv+rWu+8tYfYAqdh6YJaxCURzAUQFoifAkrgGtBRin9BTlbAgqBReDCBQREJcFwhc0tYMoINU5EkFeUIkKUR06zVEtCBcXZKTb9dFFnVU2yzIot4tisdh0y91dU59ZlpXEo68ddAm+UvihgyjtMkG6EOmE0KmjhUbmAXJ/Iq3SkEnwcwwR4OAgQWkUGWntDOWBZ/F37kVsHRlPmAkE67D4InQPg5tQYshOz+CnB1FxBb7zF6EU4G/bLTnRgEsnYdCAziHKuCSfWUMMZymyOp34DprHBG3Xobe6gJKSFh5nzi3QfPTbOGSqDL7hCVR7SGZapKuL9M+3yet92KmSXarSUgXhsS5JP2Rjt0lqFCLRZHmJt13CmqG/45FKSa+A2bAkPHiJ2lqBKQeUoiBJfQJPIKo52kCjpRkYI9yR1rLMpDYFQVqYJM3orDq5PIGpNIS4cHaAn56jfWgR7ddksnW6yHY2VAFCgqk/9bnMnV9efyIavPj0+WL7T72tZ/B1zHd/uzj67T91YHXprtr23Ilab3f7WxvBTKtCLgp3CEOr5zdWWlx38/znEx9dzdjC8LlhjZCCb8PBw9p3F9AhSJmmpUIgKoekyZWj8yKluvD7bnjXM9fwHU/5KuJaOYuz2Ejin8LWDU7GMoka+ePb/emg+9sn7GfiWOyvXZwsajXWAS2xF9akLjHARhwnTd3VvudPeXvY7yhOnI+JY7L/sYnQjbrivsl3+YcAQohgqsYJ2PN5DpsaOod1AmfHP++nBH4f+xkuAp/BbqK0sH0XL2IVVN87fv7kegyxTqLEpqMewjqVo7fuLU2ZMuVtYu6frVb+nivM9+RGzLNXx18AVUzpk+cVZKKQEgjAUQW+MsRKooE0ttbURVAFKhhKqQikQBQlwljb7AgP6RYFrrPl+N5cQ5jeSSq/sHu6P3MpjxFepRXUhPBnNKmjXGUolaE0IxpqltD1bV68MpctiB/UEYlEjAtQSnKkVIhJVUoIOEOE1ji6DjojNRGemxNmy5iLCwgTYFobiCKHSgFOD9YPw+IqLJxB3P4F8JYRxTYM52FjEY6egm4NKjtwdAeqfcokRWkHX87irL0DNWqTZQbVEqSbC4RBji9gN4tYvuV5ahuK7M5fppIdIjh1K+6tz7O9M0+n61HWO+gMitQjulDiNhTVVkDvqZD+YUlrboCbGXQkcRJAGdpKkzgGlVWp7Xio6BJqV9vZuoAw0JDl5GVJ6gs8X1ILhPW74xK5XJrCcfAuSOFF0lVz6B03kA23CwxMtDsSu5vbDju2HFGBFhhZSYaBs3lBp2n26Pv+0T8W/+Ynfzr4Gz/1D6e2GYJv+IN/PfvYO/707qV3fuuC+fyvb5aD1ZlUurOnvHlOyB1CXRBDWYFPC40pPBZjh0994X6S+z9H+9AlLl04yCqKFWz2z5wZ2+YcE3rhHYXQzwoTj0aied8hWZ2rM7XNU94E3nZncRz5eAdWvGaZPccgx9aqzbNXI7UfdZX79jOJDBbsRT8m78/se3wSnWqxJ5KyX2hlytuD2Xf7ammp4irHTM6XyQZADVt/OsRGGW92EuDU+NbD9hQ9jk3rnmfvGtoB/iO2ZvgINq3lEPYzfQzrQK6PX0thDRK8XGG4hk1ffUXDeSGEB7jGmKmhmjLlBsCqnJp3gP6TuTHL2CI/QGRQFJTFPNo4KDN2FA2EOWAUSGULOspxp1xh/8kMMIK6bzAUCGXn8RCFdpCBNG4V6Rfgebi9DCGysq3TftGszJlS+c6gUjMqaYnq2hxSj0hlwUxVIYXcS4hPgQTURPrAgKakzHOEUgiluFzaXgRM9pBLrcHJEKELIw+ROgyWzjFsaBbOeKjDL0HhQuZCUoH1IyhhqBgBtSEEAoQLTgpbd8Hxp2FQpUgMcvMO6ByEbhPV6sPyF/G+9F6WX/wm0sPPMewWCEfQmoXuk7cwenyZynufIA03MekMowsnSbaajBhgXBdhYlpHLuHGIfQPk2+sELk96JZsD6ss6ggpoZDYtNi5GK8jmBtmlIWDmgVdhbwOqnShqlBlTrSbMjTg7YbgG2JTmGKkqC9II4dChJ4iPWjoooTYPgdRl93dRIi4B9Hwsm0WoFDKuIGPktpZuPOuKtaO9LHtlW520nZ/9dShtSeTpz70E/6xl554AR0fHSXJusJfKI2QGdCrhDu1OPnZsnQujBxzaPdgMQAOPXsH7nu+wBcuHGEFp74O7imKXUdSqbheHZltKHYej01tHgpqJlo9l67+6q4183v8xHcJH3A++ompbZ7yxnlbncVxLdU/Bn6UfUpOk4ex+377lTGvfPz1agsnojaT97W/9cJo3+vvr7maiN5Mjp/y9iCuuJ38fGUNo+TqTnwC/BH2e2wCiRBC3OyqnOP3PxBCuNjP7XewaWTvxCZJTc7xVWxk/Rb2NlMmTp/CRiYn0ff91+MkLVxxuZ8TLq8UGJoF6kKIU8aYqbrwlCnXMeKhRxTwv4D5O9Y72p9ok0uM8qEEXSrPMWSJC2Y8FYRaYITB0SCMnY1LzyYl6hxyDWQaYzRhoEDZTVuJdnyMCEgcE/ndHSmK1DNz2nUbyzNmseObuZEsZwqH6k5P5bJKrVLH8VMcMqB6ucpdU6ILg6PE5XGXRqNwbeQRAA+q25B5kM8CAqUqaAx6lCCDCCiJI4Nc7CGcw6AKKEJQpa1bPH0PRDW45SmoR9A4C80dCGLwu3DxHmidx0kVdJeg34akhtn0EXEFfewpRG2EfuluyjOzDIIhzu0vYCKN6s3iv/C1xOEO/TSjaPXxF3osSGBtDrcu2F1bJj0l8beX0RVJa9FQ7JQYYuQc7PR8huuKyk7JfJgSnYGirajMRrhZk61uRm0+IfEczBbUAqj6AWEkMHUYeAVRpEV1wYE1RHdNER7XFBUls21Xy2EgiuIg25uRbpeZRDrCLqPGOK5IarOJ/Pr3fn5ladn13KjZqHaTX/vXf018xw//+5vaNvPff10Dg098HE+WOQfuPP6bOy/lfrGxfc+7R6pdGuX3RM5wvn3x4Qe/J5n/D6dvLfKivGX+dxSwO6yjf/cbcYEt3HaBUjHDgSPIcbIBAKHsyUrlsOgkF43unvfZU0LfzyxQ+4nvEqc++ompbZ7yxnhbnMVxNPF/Ah5iT0HxSiaW6bWie68X+ZukMk5SUScEvFwNchKBVLw8UjXl2pCzJ9N+pWMCrx71Xce2fZjh1c+rm46xo7iI3W8PgRewUde/g/2cI+Dz2DSWeWyt4oYxxgghlrAR/xS7wbLJXj9SeLnQ0OT146sMYxvoTh3FKVOuX8Y9E38SOzfUMWPBaaGBwjp6hVa4xqCExDhkpoCJjzCJJI4igfLAhOPtvXELOOWC0jRRKkfLyE4VtjiLUGQDAl8mQX1QiqSXUhkMjFNmRTAsnXWvLhRtUZNBccviEitpDU8GpLh0UFQpEELjShDCQQKpzvCkj0DiCneviAEACaM2+xOXjChwKcFP0UGCkX1mhg1UB0ShYBSCdmBzBZrbNlJaQjFwoHsE57gL7XUYNuH0OyCegbt7cPEOOHsnJA56dp1Oo4d76iS1+zYZzL9AvrWMnusj4gbi/F3UVy7SDyHdrrHWSjFbMxRcIFjZQMQO+dkTeAvbOLMXMLcoEnrkiUZWoHLQYDoDym6FRjWjFniMLubsRKA9RRY4uEoS+i6Fn7H7lM+qqHHiyJBgAcquREiIPM32U9DQIbMLIRuXItaMLFZcHF8k1HZLudYtETKiIZAoCSo1ZNY2G2BQaaLzzMz/0efX5u860D98x7uH80FYdeXUPAM8/HFcYFGkUbb2zu/zOu+beb741X932n30t/6OoXQDw2huZ/TYPR3vPY25swvlpeyzBWx89BPGPPxxlgafeWg5eeFnU5TfJ+lv4t9WITsHZgAolc98rUpqB0udyQyRVuk8frX03y2gM3UUp3w5vOXO4jia2Of1o3ZvVgroJN108u/K1zXstWDYzzSqeO3Yr3h6Na52bgiso3MYm9acY5vDF1c59majAnzv+OdFrEP3JNZJbGLb0BjgRWzk8cK+iKyLFb7pY53x93P1Nifx+PW+aIzRVw5grE47VcGbMuU6RTz0iJLG9CpFpoaFhsCHNB87e+NLvjCAECgExbgJXO6CE4JTgJvbLFR3su9asOc67LXK7SNxvUI4RWIKLTSZb9NWZSkalwIObwiM1MYppBkEnrPpS24bhMxi8IrSudgocIYD3pEI5gqPxJWsMmAhCxC+g8HgGoVbhoh8/Pe9sdnYn2tEdd8nMLJ9F6lBFiPTZUpqqEYXsTMP2iHvLeHc8iQiTGH7AIQb0DmOwsfMrMO6hsHXQpHbqrE7PotRGdKJMV4Ps3McPbPJ4NApolrEycJB9GukfUNx7DQkdcJ6zm5Xo6TCX+qxfHCVIpfsbjmoVkhWz0iPncZ3U/JRFREVkG+giyqyV8eZzaCXU5zXBJUhGpdetEhaSZlzUkZJRDSUOCZhQcZkrqDnAEqjY4MbB5SJJqhmzGloJk3UDswUEaaSOX030PWtXKIUeRKSDrtQdDCBQdRrgq0hkFPioNMYVxfyML3F2bBx+MIL599xfljL7rvv7i8xtc1gN7X/dFkWXOwXy9rTXnXp4JPRfCMOtjYaEgZLw15R+83PvnBqKf6k9i6c/7/v9Ul0q+/5x+t6+3MjLd2NYnjq62IRSiN8QlMgRA5eKLKF94+cpa+PnbL7+D/68BdfYZs/+ompbZ7y5fN2RBbv4u13xAR7RfmwJ3wzeWzqGF5/fLkqtENs5GsJ+GbsbtnHuckN0jiKL9lrTZNgr4WvwTqRJbZ+JB3/fB4YCiEWsRHaeazAzUngG4Bv4ZVpLAHWWSyA+Wn675QpNyTvCdBqRblc1DlRkVkfLxIQ6j0rKYWdLfICnPGSocA6lG4AooSKx8QxtMUi46je2FMzaLLMAQLh16SbDoti3CxA9fJMbGhDVnVEQS5EoaiIOm1Zpy4LnLRPGbqMKm3i04JKUcF3GhTCZoeKGEQoKYS+XLOYhVBgCBGIWNuxqgyau9CbteM68BR0WmACEAITNdGuoZAlsl8Dv4s+eBbjJAg/h/oA6rvozZBdZ5PK/PNUljoQBZB6DFfn6W7v0mw5hMUCTh5CtY/WksW0wbapIDeWkb2AYAg6PUAqDPHik3ilS8fpEa1qGp1F8kQRLgi0SNmNS0w2oByEZKNZ/NTHa2yjA0W8JYif9DCPedCGrO6gfInOBAu+h1EFw4aDu61xc0nVlXiHNbfXEugbyouCspNByyB3IKx4DOU2w1TjyAxKg7MmZN7xcRoRsyImHwkuMUuYbDC7YA0xCBw09WiAgAH335I8W4jl6Nnz3zLssPHsS2u//NEf/rGb2jY//HFbZpOT3uoaKp7bLEfhnDM6fv/Xsr0WCs8v8Gvn1IXHC6+zlt9zduN855v+xuDhj7P4zAzzyQIzy//ivtVK3r2tyPgW0N+YyDSTIiAUM1CZpxFUgrj7RFLWjgyyncdnrvV7nvLVw1veJsIY8yWg+1b/nX1o9mobHfYEbeD1ax6nXDsmW9FvlBLbXuVrsZGzs7zSqbkZqQL/ENv+4hA2hXSOPRGgc9ho4qeBE8AHsE5kDXud5OPnncSmqcIr54kc+/k/ixXAmTJlyg2GefjBR2Nk/6IpiSW2Jm9/Lo7AWk8NRClhkoFbgANK9Gh3zuAkQ/ZkBjQQQJ5Ctmkb2L9M7FpoZEjQlCCltc1ZKYZBzotzqel7OdQknVaNjabLs3OGVrnAkZGPOtdlbq1EOAF+0EJpwdGsQSCsUI1MBI7WSGkgBJPnGBI0JQS2pBJVgrsFxFbkZuMuiOZhtgvNGOF1cBt9fDcHZwdXGXzjIdcOQi+AXEEWYoQiLzQFUJ6+hfzSUczMgF5wmrVkl6SxS5FlROfbpGILvJTAOMybFP3CLUSixyjoU3MNjtxl9MwJ5LNHaHWOEZy/lWwroIzblOfniC4dJiwdKu1d8soId3GHiBFZvUBWI3SicQ9nuHfn6EXIZ3zkgs98pUcWD4kbAjyBpzXVWOBUXAoBpdaIAIZoBpEhHhiSHYHXmqVWq6KVSxoEVKXLXJoadlPTvTTAbXtUDgna84bFkyssHDtIuBACigRFBhTI7I/KgwfW1dLXhrONIGyIU0brm9pRHFMDfkJTfitOdsRZaFUc0png9BcX3J1L/WT+5PnsxLt/a/CeP/WZrQe+89bOyszX+GsvVIG6V2KK6GIq4s2DWV4cJ5h9NyhkuiaqWQ/hNsCZo68W8yRJiizafsZtHj89dlCnTPmKebt6Cq4Av/E2/a1XE0ThNe6fcm2ZOPFv9HyctFC5c/zzKeCLfHnO5lcrNeAvYtNzj2KdxBwrmF5iVU+fxtYiltjo40mss/0sNhKpgOeAf4qtdVy/4m9M0ljmgb/KtF50ypQbEiPEUqTc3zGujzWPHuCAnqShjg8MfeJaANKBwlAbaMJYYsqxo2gk5HYal9IHFYDweHlSj5bojN5msTdTJ6mV7/QcEVclsYTCFHTCmKxVMAw1WTBLrBq0ihkiz2OoSkZKM/BKTCDQoUcapCRplzxO0EWBSQucOEPoFESBkBrKELZPAD7awQrX0ICdFdhqkvlDyrAPB0/jzqUQteH5uyBpw8YSNDehNUBpl8WjOzTe/TjGyyh3W+hwjfZSxsn3xfTLIZcGZ8jdXWTSwqVAnL0b0ZlBvONRakfP4t35e4xO/gZEPeYOblM53qNTSVjPFSiQhy4iD21Sm0mpNwxSBmSRpnPaEJ3JMOc0RAVJJHDKEhYUuRTsnjPsPAOyaxCrhp0zAvOSwU9LylqPYi4lJqfXk+SlwG1qKk2Dp+2+QG1Qgc0K7kDjJwqndIk3JINcCd12GflDMh0yi0s9cei+tIvI7Q6DAXKJToKKKweDO31PmKA5e9oJKo+f+9TvTW2ztcF/zkEdyv3W0UFrfj7YPlvKUjXi+UOa2aWurs8/vfV9H97q3P/d5akgbqYv/O7xyjO/e2bh//zBZ4/9s0OlyoaSvP8cydY/M+gzonb3pnHmoHECgjnK+vHMPfwtGYNzC+npX/4fdn7hZPV1RzVlyhvgbRG4GQtnfD/wa9h0uLf0zzF1Cm80vtzva5Jvb7Bpzivj+76ATZi6mTmCjS4KrOpZia1RXMGmow6wDuIutrfiYfZ6jd4xfo7BpvUarHrx/4jtuTghw9Y1FtgWNHVsjeOUKVNuIMzDDxrx0CPfC/wGPg+QjHNPpQPZFbpVSl5umtMLQ/oVHxM6QAKFsrOBm6Od0Dpmk6dxWT3OQCkuz94l4PhU8gK/SIhVheHAASdHxYrNesnT/pC7hzGrcp1Hm3WOiUUcLWgZjxAXIySClABJGlSItIG8g68CPFNFGoVBoJUNLIKPvtyCOQJyiNtASuY8heMOUUEMaQC4IDVoAbUIjn4JGh049jjyzscgA2e4gHNknaJS4AwOEGQHyKIh/qGCoH2G8sxtmChAD+bwzCy6NkS5J6gP7ievb5N1JNmRLyJafbzyIIsVl3gkEZmLpyFMFcm5RXr9lDRRFNuGNKkyCpepPLaOrgjipyqwIwh8Q6XukB+vU6xFVCjxjEvZdakupeQ5ZFvgtEvK0uC2mjgDQ7YYo1yBGcLw/EWioSEKDAUCUkW5i0h8xdDUKHZOs3ZBMeP3ySsRmczQuU3m8jCgZVGUiOrFC6U3P7hrtyOXOud6Q2w7pps98+cIUFHGE0roudyr6VHYHjjHvu5Amq+rYPtMz5lZqje/8F8Gq/Ozn9mKBkdnfCo//+w3Ou00uuVW+YftQF/QwDY6flJUD3+42r79H6ruSweQGtwQ4bcyr76ykeVRiXHb3qEP1plkCk+Z8hXwtrXOMMbkQogHsRGL8PWOnzLlNfCwDkqJXYu0samT0zRjxtLa1jn0xrc77LWIKbGCQDHwJWxa6uQznMGuoAqsA/k+rON55fVawTrnMXAB63xeegvf05QpU94izMMPpuKhRx5E8jQ+AQo7c2jXqp06vj0wz6gNeqgyoTc3j0kFqihYDAybrqIwEydM2x6L4+l4Bml3rCoGU7oUcb6nqVyRxLkDpsKKzIjQqNQQGZ/ZbTgyqvB0o8fQaVA1KfcmBSGSc4y4Na+BCx4+BkMhCozKKPwClQlC44DWCJUiSwnkGDFEmhCogp9Ae40i9lFxBSeeQeZzIIb2vcstaG/BcBb8EXTmYfsgvPOzEEToU7ciDz4Dy2eJ04KyskW1WKTeaBA4mmTTB6+P08owapfyzB1kc4+hHYHuVpG9Q6i0RPcPk/rP4nQDnN2A4Nh5XNUi+9Jxuvk2npFUhyuITobpCPRKQrc2B2dLqhdSAiExvouu5cw0CqLtCDPQyCoszKRkbgltSI1Hsy2opT6Jk1KcjelsaIIVcAKB8TRFs6A6mEOSsVv0KX0PN4Slakank9AZebS8AUHTo2y4OEXCYLQJgKKgQtPbWD7ZKObqenf1RSGVabuBe+TtPaOvWzyM2SEZLGHwcl2urB6e35k7t1sE5zpC53HpnHv6XTTa2a2//cjjp5a4sH60Lh+c/e3W7188O1tSG4jWXcZUbvXLsvya4Og3V8WoV5HCRddOIFa+Bddzq9naJ3NUkfgnP3Sh8o6/1wTWrvUbn3Lj87b2WTTGbAoh/j3wI1c8pNmLLr1Mu+yPwTSq+NWPwUaynsA6LnPAo9zk4jZjngb+PfB/wzp8Epv+MmlzsQLcA7w0/nkA3Db++Q+wEcdvGh97C9b5XLnib4xXjzyBTVNdfcvezZQpU95yzMMProqHHvlZFH8Tk0FagudB5mtyBCHgeqWQOAgHm3paYrRAG1C6pDAGP5CkaQrKG/uNhi6SJqAwIjMg5TgLNQUCMEgix7AdC+qBRhaSjudSFBIvdpgNFklDQxw5bKclB3C4VXgkbkmXETOEOEiqhJTGJS0c23S+YLzNVSIwlCiEcRFk9o9XN0GVSG0gq+BzANEcwtDA3DnwW7CzDLMXYH4X+osQO3DuNvIiQmc+/vwQzt2Ju9NEjyoMnQ6hCSmFg7O7SNE6Q+kMkFVNuT5Hpo+g5y9QdH3yMENmEm/1OJ4bM4w0ST+npj3is4uIeIZhdAFda+PNHaDSXsVcKihGKaONNcpWiYlTki5kvRhdBLTLNkl3iywxeCehWXdwBxWGo4y2ErgjSaYLsi3oXIA48XHJEVWQMx5uVTLSA8qaxmsI/CDHOAVRP6LdBtUO2X2uj65K/FHGYG3S112Q4mIwur+w0GscaD2+IuKaI8yCW3f/8Jv+xjdM1TfhSyLr/YcyHf1Y5vgBXiFL1a6JhlPIejt0+5cOirifpMsnn6/nyfLtgpH8uh+75WhjsHK4//nPfL4+13Nm7v7gIGmGZWlucS5+2s0bhxfd6gHkzF14MydRXs0T4bxxZt7xRZLV08X6p9fgQ9f6fU/5KuBtdRbH/E/YmqrG+PcMu/i/FmOZcmOSYfsrnsBGuAZYEaWbOrI4blMTYJ2+3wW+Y/yQg40VGKwz+Ovj+75/fOykzncJGyEMsA5iF7ibq6sHH8U6nD42Itl9s9/PlClT3lb+AfBDXO6rKjIEBoPtTSFg0JoHDMQ2UUEbWI8FzbykXmT0qxWkL9AJ2GnDkGPYJrE5CyirmRMDlJCocQW6oi9DBl4ALrilx1CNeMK5xK4TIGQNJ6ywajKORCk+AREFMRkN44OQ4x0sBy8RSGPAA51pjKfI3B2cvIGatGH2d8GLoMyRdQN5CdUeUNj6y0oPygBGJXQbEDWhntrHhYMra5RrxyBJKXdqBDpEyZysDMm7TfTOLTgHz5EUGeVOH58QvfIEaXKCQBc4oyZOcJ6s9Oh/qUa5cQzHB+Fs89QzBxmcDjgRRPhbtzMUKZvVATOzDqNwgBGSxtaQQhqMFggPBC5ZAsP1DnJHU8iU/gsBjb5GSk1IA9FSyLJgeDHGCLsXYERB0YHCN6Rega81wWyKrJV4xiNdLYkoceZc/FCR7xhUWcVsJfSGfQpiQFMgMYAr07y9caZTzcITvWZShJ7bd4u8/3N/62N8xw//+7ftRL7e+Dc/+dOyAn7ptj6bNm97T9C45dsSN6ZG1YvrYVAtUh2tnNh0HfHrTjLyBnOLP+iad3y6c+tfcl7Y+EM56n9yRQuzLo/9YODrU8u6SHpR59k73QMfdJzWrRR5QrL9FOHsnaIss6N590unncE5N9354ix8qHet3/+UG5+33UEzxhRCiL8J/EtsvdMAa0ba40OCt3tMU244PGz/QAk8j+0heFNHt8aO4p3YjZj7gOV9D0+cPYH93O7G1jEsYiOHp7DXYTH+/Slsauld49e82jwhsVHdzzOtE50y5YbHPPxgIR565IdxvH+OM+7HGhBj7TRcts1mXIiowCmZUyWxEWjjkCWGYNYjySToiRIqQIFAY/AocgNpCqECX4FxIcnHr2xwc8Nc7rCrJGfCHp5JWUg0Pc+1LR1RRMZQAE186sIhIifCMBAlUZBwpKhjFAxUgkSwFsKcu0bLLWDUhNlNyKrgDSDowfIGdA9B4kE7xpy+BREAmQf5QchHMHsKyKA/A2fuge0mWT9CJHWKeodyd5miaqiMDpOuXCBrnCO7AKJ7BB2fICpiTLtD/uIRwvo6o2yD9Z2C3pamtbuCPwtr2Wm2vWXac0Mcp8Rdu5eo+iy7UUJqEqSvmE8W0NmIOBth+sAyBEmV4baim+6wcsc81WhIWjiQBmRFj6A2y6DsIQcZHAXPtW89fiZGFQHalfQSzdyogevHUC8oz41gAGVN4SiHXnfA1rqg1oSKV2U1ukDQDNBpAlFKFU1V4+nd9cUsraqNOHg+qDae8De3Ln3MJDftRu6/+cmfnojx/SWdd9/N4NIS9VsJzBy50MoUu8hspMTc8krn/j99F25tJA4eX0guflxt7jx/+oyzMFxxq5rRBcc7+MGnkF4j2/3SO1xn/s6wdaujMJTZLo5XR5cxQkiHbBigKmcb3/yx5Fq//ylfHVyraN7HsaqM//N4DD7WWRxv+02Z8poIbC3dY8DvYVto3I91XOLXeN5XM5OooQRux0buM6xjvZ8A60yexzrYK9h00t/GOpASGyU8jXUYv4arR2w1tt7xtdSHp1wnjPtoYozZuNZjmXJd80vYjaN/hHUJq1jbvE/W1LZjwABZyUhK4lCAJ0EKkr62tY6445c0MAKjbVsLCgGeD7qE0oB5uVBmWcQMioQ0rLPlVmlnMJONaJRNZhoe570YZwdq0sHFIdUZ6+Q4lFSQ1AlIHYNDicTg4tLqVmBmFzkXw2AeRvOYYAC1DDFoQLEC3bb1oCgQC31ob8NL94L2oN4DocBVEETQXEVXVzHdFp4IiYcVerse8WaDanaA6uELpJUc4zhUtt5BOfJInQ1CL6bYddgarVKEId7WMqGzhQw9BiZlpnKYRrvHmoo4/2JGOPwSWbjLcuAziFN65xVNUeBXKiBGCCHB0cRel0HiUTOSstpDhCWOCwxjijhn5K7jHYayANMBHYCoQNCvEdIiXe0z34eWnCMeraOlR24itJfibinSsqA273DLAUHnfEJvuyBFYkQFnxzQ5MAIhDvarY0a7cdHW/1PDde7K406D/yDO49+8Z8+c/Zmtc0aqxsgC7htRNxg9clMz9/lZc0qsjHL4IHvI1c6UNW5+0qP82GgVlX3seUDg40nv7Dw/t+k+3T0M5/85yy8dLbzF//GbWeUVM3K3PvfZ4pIUz+m/OpBhF9HODUC1yvkwnvPSZNJp3Xr29XxYMofkx/5cbEElD/zT8zWtR7La3FNnMWxOurvAX8bu7D98+ylpc5y9bS3KVP242MjZF/AKnrehXUcv3AtB3WtGF9T69j009uA97NXW7gfD3utTYRwelinL8Q6h5PejBE2cjjD1a9Hjf3cFTAvhFg3xkxrRq9DhBAO8A3YOt9fu8bDmXIdM1ZH/S2s2vFtwF/BOoxga8PVns9YgA9xLiEz9u7AHzt/kz2ksTMoHfsvx840KaCdsT7mWCtVCCjB0fZ3L41p0KAWOlyYd2gOCp6JuszkHmUNDqQhc4MqF4KCbZnT1A4LaQWpFIWT4+MQqR7VrAJxh5GT0DYhwlHgbNNXEZiIZtmAsEN5z0tkvQWCzEM0tgAH6n2YXYPlC1DbglEDZk5B3kJQUrZ6MAgJyhlax85Q73voyhOIfh21/j4q21DLD5OGCbLfwKz7aHKcakhuCmbE7fjFHIUzpFt5hkpRRTsb5Fslox1BGe8iC3AWE8JuBq6H8gvK0tjZeaBhCJ4rWNEGJTWdZzV+C7xGYq/4eWxNYupTOCnlrkIMDU5p0DMlekdTjjTyUEF/7Txsa3AhNIK0Jigv5QQDg05y3LrE5CmZ2UQxIt8djWtA94QnXIwvtjbv6tdbf9SccY7On6jdWa+4n8RuSt50/I2f+odG/P7Prv+jT6//bj02t7hF/v5SxW6fiIViBlRIWhUIjKc9mhqtROvIjnPnn+u60j9z6j9uVHfnv9h+6F+cOPzSrz0T4p+IE71d86u3z5q8r4RXRfl1kAGeK5FOUHoHvvGoidZFGW/OPfzxhfWHPjTVc7ge+ZEfv2ybd4DfusbDeU2uWZ2gMUYLIXrArVhFxaexO5jfw9UXuVOm7GfSGkIDn8LW27mv+YyvfhxsLefPYSOD34td4F15jMYuBuew0chbsLLeA+Be7OrtHLYm9NU2bmbGxw6B7amjeF0zP7598pqOYsoNgXn4QS0eemSAtc2nsRkc88CfYL9tLsXYOxgnHkjYcxnGDqUB9vdjl4DWNqqoHNuWwozvFwqykqxWx801jZ0RB1SNitSsqYwLFY8DI1C5wxP1Xc64fRbzRVwqSG1YLgOEhq6f0BEZJ4QgAcTSRWpbPkWguOSVrDgXKQ49Q72WIk2donRg4SXEgS3kuVsQcQUa25B6UOmDTGBUhSiAtAmeAiLkrY+jTI4uHEzPxektEMQHyYLzFBcPUQYJauklku0qZbeFSmcQqYue6dCvPkf3RZd8a53F44fI3A162yuk3oDkUpPWOZ9wp8D4TcgMXrdDFG1R9VI8t8HQGSCbEm8uII8yyr4mmFEUXo6nwFFgHCgXQRXWWeSMC7JgtyZodjVyDQgN0cwuhYTkUo16q4TZGD0skRccwp7EQ5PJhDwRDOnjKQgomKeCZkiOwYdJZBGDEZUimaGzXgjR/F2lw8UsMjd7eZH7iRONTivJf+6DL/XPBjS/t6rcGWUisjJkO0uYqzVdF1m6sIHrzLJ897qB2+/9gH8kGmRRu+Xf+90fmCtG2cbZc1l8QteklPXDKK+1t0FjwOhiTsng3kJVeibZ3nnozy5MbfN1yk//5v+48PmFJ80nTzz61LUey+txrUVlNoDPAQ9gF58ZU0dxyhvHYBc0HnbD4cy1Hc61xRiTCSE+j61BnMNeW9/BeBm3jzng67GS2jvY1NTngGexwjVtrAN5K689R8TY6/YOIcRFY8xNW5dyvSKEEMCfxX6fv3ONhzPlxmENO3/cj50vJmrK2BWpsQ6fxm4nuRJf+KRXzgBJyl4Wu7DHpjaCOAk8Th4iSUEIZOjjMsK4gifamlYBx6MqDpJNEbEkfA7lFZ6tdvhltjiUVzlQetRij61aQmlKVgiJnZhm1kYOHAJVgzQhD3aguos3OwQ/Rp9egn4T2Wwh5TpKSui0IapTygI1aMCMATIICtA9TCwxs11ka4jpSc5u95gdHaeZL5HsuHRiidcNcRwHJ2yTll0ymYOT4RYHCDpL1EJFdcZhbTTAtB8lxMPbCInKLVSrgarVGW2vUmsYinxEdK6LUYAD0cKAoFIh2dK4MqRcKNCeQscaFPilhA6IQOPNQHkBVMcn6w+hB+06OKGHcjxKOURUBW4hCYcNKg3BMNimvNQn7eQEsw6+lORCkjBClD6mzGnQZESJpELKiJooWTWGCJcQOdm1vc3N40q8Ozp77D3HTr8lZ+kNgvm6v5SK3//Zz7332d5MHvnzztL85zLP+3a8Ukgj8RxF6eQII+dDEX4DsA5sa23qd91/4Nk8K54Bjm0tLTWNzG+RSXCr5zYdqSrYi6cEXaILhSkiKZUTKyeYU9XDtzz8cS4+9KGbW/zvuuTej4galR/6xkvvO/aNl97329d6OK/HNc1nNsYkwCeB/4ZVaHw3NrliypQ3gg98LfDe8W3jtQ//6scYk2I3XbZ59XpChU05PQK8C/gAcAx77RnsEnCBvYjU1fDGx5wA/jR2w2fKdcTYUXwP8BcAxxizfY2HNOUGwTz8YIy1zb+Ktc3vY9zoAkooUqQwzMkIkhSVCupS7VtQjDslSGx6qefa2doBXG2dTbNv+VFKcCX4Ep0VdIXHTqsGsuRQXmEm93BLw3P1bR6d28AXivmRR824LA0NOybnvzQu8QsLZ3ii1ifTcDZ3eNwfsN7M2W2t01Qxh0YVmzK7uwLP34vuVGDhLEmWkJ09Aoun4D1/CN0VVN6EQIObgL8DZQkzEWL5InLuEnQaiJ1FvM5B1Owq5W2fJquuYbptCjJkaTAv3I3sHqRVHiMo3olbrBDFGRcunSUvV2k1Jc34AF50FF8cAGeOrK3JywTlCUp/QJTs4JgAmdp9dJNCujPA9AuiYQ8T+WSdFF3PEE3w4wZVPQsbDvlF0JdAjATCmyWfqeOEUBVV6keqiDyA9RBUSeFvMFjfonwuJe9rRMtg2oZMQzxK6G30cI2kWa/iUSOgBbQoxCxb/jyJU2XfktIHvj7Ls/funu98/R/8/B9MbfPX/aX0r/zi2TxRzu7puTquUydWLXJX0gxCZCbQsVFxEbezMjtitLmvuz36wPZ6//BCPKgunb+ghTEQtpbCysKcVAF75t1G+QtASMfRRbyg8+ik0cX3Y23AlOuIH/lxIX7x9v/2vl3RfRAQPP7hnWs9ptfjmhe/GmNybC77c9iF65QpXw7jOhqWsNGTm5qxKupRbIrucV5dfMYD6thaz8PYz/FBrMM4j82jn3mdP1fFqq5+LTa6OBW6ub4IsSJit17rgUy58TAPP5gDXwReBO60jmIOGHAlWkOBAuVR6pLtOLL9E9HYZWsBvg+BB0qBHKenCgnSgOuC64FUgA+Ow4xnkEKDEYjMhVIQ6QJNzufbEYEviBp9znkdQuGQJX2KbIdBnuI6kuO7de5MAxqupueXXKjvMDJDktQwUtBv78CBCxg/QactnJUE544XUE6J21uAc7dbJzbsQmEgVrBxGFbvgq2DcO4YnLrbqqE++z781bs5UG1TYxakQ/XAiBk9Q0M3EEUdlxkcT5Goi3Szi5zZ+TxrO6cQG4cpdpeIFjrkjmSY9sicVXwMXanJSfGdKr3ZkKiqUHOS+YMnqNUX8OIqM7vHCNwZ1ChkYzdnJ4Bi5GOed0iHA1ITYQYGLgbQCcg2EtxhSCVq4aUVkq0RI3eDuN4lToc2vyRNMJUMkYCrfczIJepkZLUE3/eRSLqDEf0ooaSgBHwqeCYgy3NUqa9UU5sjgSRJFh3fPfE2nbbXLT8v/pwMzgyPeOVMuxb5x/PejpjsqZCANAIB5HnuDQaDRhTHd/a6o0Mb53vzO0Hlz/ZDEfaSc3OD0dY3kBXtcU63fb5wbBo3ID1PaM+vlOHccmnM1wC3PfzxqQjd9UQ1C6t3nj7+U45RN4xtvtZpqMBlcY5/wXXgvE654XCwq5gNoC6EEDdzOuS4FngLqxD7ete3waagltjoYI5NYZ3FOt6vZ2BK7DXrYkVxJJfVKqZcB1SxUXcFPHqNxzLlBmQsePMz7LPNFVwyoHBTuokPjoDcgUKDm0Ou7SygynF93ziNc9JOuSxReUEpUgjcca1iCmVJTwh0CWiD0SkYh1P1jFOVDJTm2aLkKHVebHY5sWOoB4KFrE3bDXhcjZiThvlWTNrNqcYz1HOHJ9Q6x5Jl7pkb0Ju/hLt+EtdZIz3wOaqqguPvUkYn0EGJEgoeux+WLlD6PbKBIli7m84liQoqNL/1t2D5IrxwF6Z1CZHVEG2BbuzC6kHM7jJ4VWQhSLJNdB4gh20oalRHI1TuUYgQ5XoUqkeld5hBEbGbnkW1A8JqTrVskjZ2qOgGWTKPrNfInHMM+ho3aSFHGaWRmKYhKV2cM5pKVdHbyZlpacQcsFYgDegogQUFKWTZFiIvMC0DW5qsW1A0c+rLHuZMDkccEAYyg1QCt+3ghwJRhf5uFx+PInJRSEYkJKRUCQkIqZQJI9IrDYYD6PpsfdOreI0fEoG4mVto/HnzC/qfft//Z3u7FRycG1x0ykZIaQpU6VxOxxZSIHJJdysxUmbB7mBYhovB9233snLkpC8NRquzYRHdUqkcQZYKTGYdReUjsB94kuUkOtMujhRl6TvKrTO1zdcV3/v0d9ROZkffI6yH/9lrPZ43wnXhLI5pv/4hU6ZclXcBvwl8M1ak5RPXdjjXnAi7V7yJ7aVYfZXjFDb6FGPTUjNsW42QN9YOozZ+bg0rfvELWMGcKdcHf4+9vrX/4VoOZMoNTRtTgilAQkSOnTocCKR1MKKcoFQkstxrhVFOxG4UVnwjsQqqDpSV0D4/LcALbKqqEZSTSIvEtufwHPsSBaAlvToM0AyzEsf16JcZjzciRkHKqXDIyVLhZnPcmVTx1IgzboemN6TbuEivZXjOiTkadGluHsJpFLByARMUKKnQRYzyNdx+CYoK5WaddCBxKkO66lk86dGs9WE4CzuHKYIOubOBOv0AMj9JUSjSjo/vRxRFgVMuodyAlD6VfIk4W6VaqRHlWziei/Aa1NMao2KHbqHJ4gbzA/DCEaWcISq2aZx9kVqzTrdq2GqsUx1qRB+M8hBnYoKZOp7rUoiQXjAgizIavRn8eUVuEuJRH10tkaHC1yHFRkIZJxQukDhU/KpVpdEStoRNtW2ViEDgXdK2zYlvKDQYNEEpkJQYagSEJMQ4uAgEHgGanGysjjrm3VmS/bO4E38rVnn7N9/60/X6Zd3ZHDZ77V135dCmRixnZR5qVRIqD+kIkOBIRSX0lVYimGvVYuXItleqOAwP3VcGQTjMtvAdFykc9vbK95UAawgIawjiIt6pUwTf41dmfxErfjflOuC9a/f8A6xtNsDPX+PhvCGuJ2fxf8X2eJoy5culgq2ZWwIeF0JIY65o3nUTYYzZEUL8HLaVSAP4Lmx7mqttyEhsSqrBGnOPvSbcr4fGCl8k2H6NdwCf+UrGPuXNQQixBPzg+Nf0Zo62T/mK+emgHD6iygEjb946dlkOQrDsKnI0264m8RUoaZ1Eg009NQbEOHV1sv0kJXiCAIck0aAEKBdKq4ZqjxF2KaVd0MZGLw1EkeFUOaI0Gb8yW3AykbRURi9PGDnwdDNnq9ig1Id470Bza1RlIVmh8p7HqTW6NNbnIMholG3c03WctUNw4SS+n8JoFmZOw/JFzEab8tLtVLMlVBtm58Cf65ENPMz6UaToUnZmEYtdTG+esu+StC+Q3/oM8WoNkS6RJF2oKgwGYaoUckjppHTURcJKSFRsILwUx50hmHPJi3WSbR/tRlSjw6QyJWj0KEYJppfg1lzcMiDPMzylcMUcTs8jFgkqllS8BqMM3K0+RWagVpINoIwgnClJ867d2lPgtIEdDV0w2wKqEhRElzROS+NoQaoyiqUc42oyk6IxlGT0GRKMtY5qNNEYNBoXl2Sfo6iBEmp6J7lfWtv82A+JQH7MJDetbf6n/78P7/yTh5/8WX/l5CfddFjV9eBDo1H/hww0wbfW14PWwSourlJG+QZjpJCDdLAVBG675bh1XLFfXNZeWA52W8YASqALZdJCZ6lQzQPYUoRpdsn1wL0fWTaY77VJxyQ8/uEbwjZfT87ir2EXmh+41gOZckNyL1bN8/M3s6M4YSxmsg0ghPgsNtL4Q9g+ivstTTK+jbERxTcaVQTraFaxe9MzwA8wdRavKeO60cPA/z6+BfjStRvRlK8CPp7L8A9K4b7frmbHET+gC4ixuAYmtx6CBwjPppfG4z7s4eSlJp14ShIKW7+IAQrbMV4AwT6Z1PHzPS9kMQ+5pGPiceK7AM5XNJlIkK7LUuLg6IzlMOO57BIL0uMu9wDG+LxweglXrrA0t8bMXA812EDvNMmlwO0voO//LcxL9yCeew9y6SL05qGoIZZ75HeMEDsaUcnJahuImofbX8BLliHPiNtnSYcNas4MOilZvSiIxAVmqnfjpgdRfo5evki310cQUg0bdKKLxP4W9ZU5hru7dLsjatUWxVFDoRKqZxVy3qEtDjAoz1FcqrDd1TjGxRExmbOF01wmTfpINPFAs20KagCkNt9wB8Qk+zfC5o5oLkufGV0AGoEHuYCRwfj2+5AZhHWP3XTIaHNAnhhcAkYMKNEkpEgcfBTluI51QA8HF5+A9LJZAQHvBJ4HPn8zO4oTfvyhd24BW1Dhpz4ePdoZrXXmw4N/RnjeIYnwHQQCSUGeCIFROFGel2GUOaFxM6EdUORIJHJfZ6sMCBV4UoF0pJKy6gdzQ4yawZjvBzF1Fq8l935EAEdLyv89IVmWSELCx6/1sN4o102N4Hjn+7uxct1Tpny5uNiI2L1ToZWXY4zJgP8D+FfY9gnPsidar7B2poN1Iutf5ssL9iKTM0K8bMtzyleIEOLV+ly+GkewbVG+ad99v/LmjWjKzYZ5+EFTSu87c1X5AldMrTEQIS9nmuIxFqwRNh318gpjfBrrEuLSzhaplfsnT4Fin3azscfv228XsUHFCVKlIFNQHvUCIpnj7UK7V9BMXT6Q1VluDFmd73FuRdOtxeD2Wcoc+oGgHweEZ2+h8HbYfd8nSY+8hKnskp07SrrexpgYnrkf8fx7cdwQ2qs4aova+x5D3v0F8sWXiNKUUZYR+V8idS9QkBP7PdKuolidp+x7pOUusRmyLTbRpGSRIBomDHoDnHiRhegOKqM2yfmIeDtG+HXcchG16hBcmmUwuIirXWTiQylxazFVb8DARKRugho1McMCqpqcGMGAA+GI+UZkP/IISK3A7OUJJIKizBiImMTRCFyE8gANbQO+oaoFbmGI1xLykcasSgaXYpIyI2ZISUGTOh4eGQklJSUZHi4N2gjk5TTUSTG7sGdFE3jXD4lgapv38ZMfqqT9v/vN/yZ76rP/qjjz4u/IuHzWwTcShQEVk+Y5ZS8t00A7pq6Ugy88kmJEwSvbJxYl4Hg2em971fggNLDw8Mev1B+a8hVx70e+3GDbEeDrBeIb5d7E+LE3dUxvIdeNswiXZf8/CPwZYJWXmYspU16TJnAPNvXuujqvrweMMZvYNO9PAv8E+M9YFeLz7NUydLmsef+GcbCF86eAPtP2JW8aQogDwE8KIe5+g8d7wDuAvwLjIIPln74Fw5tyE2EefjDFKiQ/iO0B93Lb7Hq2PYZwAGl7Jiapvd93gdLOEun4eD3+54wVUXPA8cEPEYSs+D5uOXZzhE+qNGf9iMIdNx9X0HeB0sUY6DkZhSs5p112Ng6ynod8gQKV1yGI6Lkx2dDQ3jyJ6c3ivOtRGnd+Cac/AztLBKfvo5LOoyoOdNsYUaIe+CzOsbOopS8iDn4R6l0axRFarRkKv6CzWiF97lZM0MN919N0G6c5e2mD7e4ObC6TuAnD2afY5jl2hzFlFlOISwwazxA5O2RpQVLs4NZcmsqjkmiSbo9gNIfCRVQSsvktyrhOpVah4RtqOsZVPu2lRereAvqiQPcMEkFd1BEUxEA8zvw1pUaNnYquK+i2PBxPoGYlxSyU1XFkNzLoMqcIU8p6QVLLGIUD/Fs8qksBwpGUFIRUKClIsRHfkpKYiJQChaQkx+zTxB2HEVvYzJ/vZ2qbX8HPJbubF//ff+uXLvzM3/5k5/f/z/9ZIH5Joh4XqAsZejci1iKgp1VWJOWIwhQYUXK15bEjgDKe1A07hJUc3z+HEH1ebhOmfCXc+5EDwD/i3o/c9QaP97DaGn9dIqsh9j9uIC2B6ykNFQBjTAn8VyHEr2DTF34CuA2bPhe+1nOn3NRI7EZ3gN3JjK/tcK5LtoCPY5dsz2JbXgjs9fVurIxEk5enqb4RWsBL4+evCCGG2GSB6XfwlXEM+MvAghDiR8Zz41URQrjANwI/xst7XubTtOwpbwbm4QdL4L+Ihx75OHbx/+PYWqiDCPXy/sgqt86hEICEcrywDQQkOZdL24yEcnwMABpTFOygyAs9TktNQQtI3LGz6QAxGKiVIZstSBAc7wm26HDBMeTKEBifpnE5I4eUuy223ZxB2SUKDJVUsXT6OKrZRXQOUGY5YuUl5PIOHDyDERqR+nDpKDg55WCR4R+dxC1mCKo7+EswEFuMsirleotgpiSdO8fw/oj5Lz2A3FzESUq8/hxlptnVp3DaOWaQUDoOujUga/YgBLfwaA8PkY46bJRdHms/y5E8oaldci0Y9Uv0KEO4DqqUyLpkUO2QX4zQOgWvJHdLiBSQYlDI8dLOzAcIR2DWUmQmcCODQ0C5oynzBGMUCvAGBbQFugtGS8pWQRpGyIGi1Aa3rig6goKCEo1PlZgRBSnl2GnpsNcqzrC3L+ABypY7hNhg41SV8wrK4e5mPNz9L+mZ9yTwl18EPhDgSYm4fURyT2bK3YpTaY7yvj8shnjCwRhsAB+DQBD4LjrNkRkUxAg/ROXJDFq/UBXots4P8M9fTIGSH30geZ0hTXltbgH+SkLa+gc/Ln7sZ/7Jq9vmsaP4TcCPYtdZE/IbpV4RrkNnccI4LfUJIcSk99u3AH8V+2E3uI7Hfo0Zb73edEySmFrYZvHnrulorkPG19QFACHEANteYwg8ho0K3oVNYGrx5Z1DAdax8bFrhI9ho5Tn35yR37T0sOfynwE+Cly82kFCiDY2Wvy9vDKyu/VWDnDKzYd5+EEDfFE89MifxdYsT2zzu5jYZu+KfV3lTp7N5ZhTKG0KaoZ1IdJ0nNQuSckgcKyTWZRW5EYVVrVTAMYBBUMnwTMBM2nIKdVjJFOi2ZRjrR021g/wi7FDUDE0vBGJ08dxtnGUYb4e09qepb54jpEYEfULKq0h1WIeDj0DWYl5+gGSlS9Qyk0qSZVOHqG8DisHPZyLR3CbCZ3VLYTTovvrxxi4mtkTczRmZlgXFxkNNP04ZUHWiL2LjHrbeql6u2x059kuN0Ep/N05pPZI9BAKRVwKBsUmhAH9YUI6qjATrlCOXIbDFN3sIIUkvdSjSDIcBEmiiYAq8Vip1KcQUAYg4nKsSguNoqQkRyDQWYESAlNRFNEIJ/Bx5iTZbolupMgG7Ly4QxaV6LIcu4glVepIJDEjMjIkdQZ0iRi87Oven2uqrdQR2Lr2ecY2aMoe45YiFwAe/jgjxrbZw31MInq9dPfuXhFFVdls1qUrc3KMNhRCU5gMX/gkaW4df8Axpb2eEAE6P9kui+p8Hv9Z4BexdmVqm78yIo2eT0j+AvD/wGZCvpJ7P9IGfhrbmuzKEp/Nt3SEbzLXvcM13k0fAL8shPgt7If+fdhd9GkO9iu5GR1FsO87xy5eTjJ1Fl8TY0wshPidya/YFdwmdk6Y48uPLjJ+zmFsu461N2OcNzkvYr+bEBuxncE69T42pegI8MPA17CvNOkKbnsbxjnlJmQcaewDvyQeeuRK2+xe5RmAgHBS4pzbowr2kt9DGIcTAY1t2aFAluAYSBw7Q+UuLQ1dZdMsteOwUdcUruBWv6Tllbzo5TxXTfn6UZMZHbBa6XJ+cQQHThMEXXrHuniVHdbMPO7oCGkN0nTITO6hZ86TFiMK06WUO7jCI2xFMHMBfWhIWT2LeHqOan2eZHOWQZaSDz3Kc7NsihGr4YhgTpNuGnRR0OgvMNc4LlUoGXUjXK1x3ArJeopwAuLFNXSRESQptw08cPvoNMVkPdxsAZXW0eYCqJSEjLVKQCI9mqOEeUCjSSlw8VFVkA6oGRBlgbmgrdiQEZRIDBk5GseRhI6gV4XCK9BbAtEwDOnTPd9HGkFlMWBtdQ1HK4rxl9SkQUlGQcY220QMmaREShR6HDh00RjAtQV0OXbOOsHUWXxNHvoQ0cMf57fHvxq9va5VLdxKdKS207W5+eCg7+IihCAgwBUeJTkO3t5FJ8Y/+S4Yl17UrywX+TENS3Jqm98MnpJIfLzwb/32X17h3o/MYZ3wEBvcOgr8XWyWz6utyW8o23zdO4v7McYMgP8ohPgE8Pexxmke++XcDIyt7ZSrYLCbChOhmymvgzGmgMspjDGwgXUYN7HX1ZeT9j0/ft4lrOM5fFMHe5MhhHCwqfc2aAD/Fvgj7O78A+P7FFddlF+mO/mOp0x5KzEPP9gHflY89MivYm3zh3iFbd5vusYtxDPAM5CNM6UzwBsL5KAgz/bNQsaK24zr8bquVU2NdUZcTajFNWadnNNDl/7wEBXt0jMpm86ANOzT8TOklxAtX6Q6aJDWBnRUnyA8SS2YQ9YvEh4/D6WDeOE+VCPG3HmKzpkjnHtsl0XPobF7N/lLK4xOPk7Wm0PGddwayIOXjFk7IiJGJNEuuXuJYCioZA6F20bjYPI6O7uXMKYglSPECGrzhxgMukS985SNFFkoVNrELTykd4DT8Qg/71DPquR5Ars50oVmQ+PWS8IURMvF3c4xuCQVQXRYULloyLfBlwmYAudAHUrwEodet09OTjufReeSoO5CpSBZLSmHJVm9oOhlOCIk9SMKleLoCjPM0aHHgD51XFy8ca1HHwCJg94nuiKRpOiJ9tHENk9r2t8AD33IfpA/JALPnT0Y/f7f+YaNhSMP7C7r5S2RiVllnLDutFHCxZchxlh54Hzc/tRLsZeQzkGLBQ2bkeNfKIQsPKOntvkrwQrbHGasIN9Ma/82IftCgDeLtc0VrG/1Wv7VLo9/+IZKx76hnMUJxphtIcRPYRUevw34a8Aytt7qqxnBy9NMCxhv3k3RWKGWOW7e6OoflwIrWlFgo1VHsEuyg9go1hvBw/bSyrHpkulrHz7ldZjHbnpsYx3DE8Bz2PO7zhvLqvjB1z9kypQ3D/Pwg5vioUc+Avw74NuxYksHuaqTIMEbn8ZuBnkJ0uVlQXLPAzJb5abEXrVbWNjjBIAALRgJeNdwFlHpsC5LqgMPqSRnAs0zs+sczz2+o9XllkrEwUof9/ztlM9/AH3oJfqHT7GQz6IqZ8gLhdk6iBYOW7UneKoBjZca+BffS3W+ZOSvc+q5GoQjqiPDoZWTsOOJS6NSd5yhXIw8qsIrjJ+bnrvrbkWbHKzextB5kW73ErJmUK7HXPMWwqhBGu1iZjVRQxBeUohIopsxo2SXOOqxnZdcaAVU0hy5U6ISge9kBAp0AfF2Tgl4CMoSnJcMOocRghSHAAdnsnSNISDEJyBDYCgRAzBSkgRD4jimoeuUOidHM9yK0OOauJSUlBEphhifnPRlEiv6CnVOa4QFBWjPzmOLvHoGxJSrU+Q7F9d3nL5ZQB5yhTigSp0OZOeQwvECE+ATMhGAd0ooJ6v6Sb5QWXpekSwtp4PcM3oV9jXDnPLHYQEbJd8SOIdbVG9xUM9jbXaNN2ab//RbOcC3ghvSWQSbRge8ALwghPhZrBjOh4H38NUjhHO1SOI4fwc1/ieueIyrPOdmIMLmLrWAPyGE+K9jdd0pr8O4lnFHCFFge/J1sMIVK8C38sYjtW2sM3NxKqryxhmrmLaA3X2RwA72er6Idd7Bzne/ia0PO4KNMsJ4KX3Fyw6MMb//Fg57ypSrYh5+MMKmUL8oHnrkZ7G1jB/GiuJcPQvI8azCvxA42BO/pARlgADUWI9jrJZiRXMEqBSJRkuJqQ4YhX2qScCM1ORIFsqQLjE4OYlKWc5dlgY+53qzrKxcQPcF7pFTbLcuUE0WUUUdlc2RH32GZP0otY7gnctnaB9+L+rEc5T1HkW6hjrbp7J7P7EYGX3icyKTDuHzLZ14O2X3nnm50q2rNBqJXlHiNjzKemqGnQFrS7NCtCsEXp+su0O4voVMA7IAepseRZwh0x5S5NQXBtzmQr8PgwVBawuGDU3Wg5aSuCEgDKUr8BtgBhC6EAzHmboYClz7eeY2ExUHfD+EDPomIabEVQlB6uIlARJFpjOMEOR+hk5zqqZGTkZOxrhglOxV9gK9oE1WxpDb7ytAYGwf3gbQorn0nX/92AP//d+d+dzUYXkDjPtS7nzzb3y+TMifij716c6se+i22cO3HPZN+MGddLMRhA0c4SCxDrrMseGDySpRSzrSb1/wqgvzlOcX/9bdU9v8RrHiNC1sJHBim3exbvh6gHt4HKt5Hvht7ObYcfYCV1ezzX0e//AN1yLwhnUW9zNOT/2MEOLPAH8C+JNY5/EAN/Z7LLGz8xBrZBV7ip+TfSPgsn29mZmoe2m++iPMbxVV7M7Yk9gC+L8I7GDPtzdSw+hjN2ra2AXClH2M+3+qq6SGeljHbwgUQggf63T3gV8DPoC99n3seX4O+31MmhFIrEGbLMRLrPLalCnXFPPwgwPgU+KhR76fPdt8D9Y2v3wRpWwsahI237gcANnXzUcBuKBH1FXJAIUeN3isCMEZ2aHA52AU0spcLoUj3LDPd5Mxo0sa529jmOeUQUryzmfZ3u0z2w84vvt+Kq0uMnchquO4goaXUJ55gPY9f4Bz+2n07BpFp81sZAjfdaYoL8VicGp+9IV4qSIOb4vGgTINFwq/nF8kU35p3BKnEjpBgFndHdHzHdaVoRVKhn6N/o5hztsB49GJNAE5qi7YTnLcDNxN8AOo5ZBtpWQJVFyHXAiiIVQUDFVGPQho1mtE0QARQKklRaSJ2av+ZGg/WFEFMy4xrCBRPqh2iOkZnIbGKQP6g4TCLzCtArNTkuf6qs6hQGGuEDbVaQH7pjdh/yXYOUnT78xl5XQP98vlg8k7qh05rIqZ4gmRZ+c69P9KU1a2F7xjvovxU+zCZ3J7OVqiYSyb6p+vtoPn5w7PPGRLRabs4ye+y9rmj37iqra5jU2jLrj3Iz4wO/79d7FppxNdoQi7bgqx0dsE60k22ftKCuBvvZXv5a3iRnakXoExpgP8nBDi14FvxkZFTmAXYoe5sQRxJhFEjT3xzBWPTZwjl5enohpuztrGCvYzmBTRT5Q5p7xx1oHfwk56EhtdbGF30u7l9dOdBXZX7YgQ4tI4YjkFEEIorGLsihDi0f1Rb2PMUAhxyhgzWRUrbFp9DfudTHg/1kB1sJGb3xz//G28PPr7X7A9NadMuS4wDz9obfNDj/w69nz9FqwIxBy2Nveybe5cfpZkbz/Upp1KXCoiZyRhsb1J1lkixcVHc4KS7miFVEI7qfINvSa/oS7y7tuf4n6RExeawvNpzifMnL8F/7fnqSw+g9k9gNc7gTz+GLLZRRebkHuw8hJru5L680eYPdQhb1xCJ4IdLzG4TlZ6hREHL6SDHU/7eUjt7k3UXV33ubMLqdi6TS7MZs4B1TWz8h1uEs7yhHjB1LunjarlQm4YOsMA6jnyIHRGisWspCcMbUD6kCwKZG4QfRikPruuSxil+CJjNgGRGDw05Sgjz1JMAkiJnJfkHU0WA7n95Cp9CB0wLpCCocTBg6wg7YJJcspYUzoagcJNA0bbGaJwEKQIBOaK/WiFQ3G5m6JdbhTGqqJK4ZIZq86poaomolwmPVEO03Fu8ZQ3StX4a9XS/y1OfF30UvS4GsSrd3XS5xq3GDqhDN+ZCNetOzP2atE2oiABP9e276IbyNgLjwFHHv44qw996KYPLuxx70eUeyI8brRe/onvEn/40U+YvXPz8Q8Pufcjp3n8wxPb7GAzrvrA2X2v8gHg01gV+BfGj3WxPsg9+477JeC/vyXv4y3mq8pZnGCM2RRC/CJ24buM9erfg1VquxPr6b8ZDtWkfrDgzf8sS+wi/dPYMbewdjRnL2I6wuZJ768r09ycdQGT/k0v21ib8sYxxuhxKuoc9lz7NPb6OYA9797J6zf2vQN4H/AocOUu3U2JECLE9qGcwc47/4cQ4v8LPG+MSYUQ0h4mDmJ3LFPs4rmOXUhP5qr7sNHefwHcjj3P57Dn/GSxfRb4u9MU7CnXI+Oaxo9hNzqWsJt87wJ+ADt37LPNE7MW27vKjGbY49BMnxc3l5DdNo3CY8uJmQmHtKpDGoyo5nW2m4k+5XdlUj1fjtxM/mYeiEP1mLDxHKedIXVxnEplxGwIxbEXSc5UEcMqIguRM5cQeQPyhIW5AaonyN/xaVu5d+w0vbVqmfSXdvzVxT/UrfQO5/w7ml57vVMG/fz0cwcObjiJyt3V0YHFQ/Otzjv8Q+EypuJxZmFUfj5yHXfk0DjVx3Sh9KAX+Kw2q8yf3cCksOkpdip1GknCymqC50KFzPZCnAVnAEEOJQIfH0pJv7Tr22KoEVJTq0Kj6TFYy8gF+ArS3RzlgoMgp8D1IU5zTBIgxg6fV/iAQWOQhaFBlR3yVziKwLjHIggEcvyVXU53Mjk51mgIcA1oxz50s4gRvqk89CG0+N8+WABzf+fQ/7NTceu/t1HuzA/09sGKOpwoincV5BUHB1vDaz/sXJS4ehzYldW73SR5IA+CR5n2urTc+5FKSfbSQ6f+ZnvIUBvkvy/f9ZF/qwzP8/iHM+79iM3uvfcjB7EOYo6dmOrYddGE+4A/D/wrbA/GKtY2T6KOYDd4/x6Pf/iGtM1flc4iXK7D2gK2xjVBLwG/Avw54H7sIuwY1sl4IyIeGmvE1L6fh9jPcBLFcnm5uMofp+fhZFbOsVK8T2J34U5gG6mPgO/G1gA8hd21CPb9nYS9pvSTBvU3AwX2O2hgP7dpQ/g/HpO2DAH2XP9dbGuGTwB/E+sIvta84WPP1TleHhW7mXGxqSxgnb6/iq1teFEI8ftYp3yIjeR2gTPY83l1/Hsxfg2BFQ35F8Az48f+JlY4YvKd/BI2MjxlynXJuE/jBrAhHnrEwy6i/ht2sfVu9kS2XNst0Oq4VYYaL03puIpEa7azBge8XaqVXT0sKjy5UxMnZjZNOsrNUmUY3eGUamHrsBe/eCg/O3/eeWCwIGdWzrN07CyqkpTq9LuVevw7cN79G4hmB2dnAXWxBfPrmGCEOHMrlXc/CktPknYalLFj/INdcfLIem42Gt1RcMtjT3U7uQrTw+r07nOV4+20uXr0O6TfanxRd790m7vxrnbr3WGeRuK8vGSeCrfTusyMfkFG3TIMaeK1YkXuSooi44wKqcmCUGtmehGyzIgjGFQdZGFopgVlDqnYM3ZWvh9UA8TIIFSCSBTlyAMnwykga0BRAXdgQApSV5BrSZmk5MSEuEgy+mQ4Y5XTIcNxs/eAgJD0iill0iJjsitdYlDjvfdJZeMkDUVAquxw69gN8GlD+D8eAVBru4v+ycq98gWcT+vo/AMHmP1vG8HsD/d0932BU3V8WbncyrTAxfVmgQIGa/7MxujEytb2LB96/w3V4+8txNEULYFACimrpvo/JIa/Lshf8O/98GcU8lPYteRJ7Ab6WfZs88R5nKz7vx34l8DT2DXoD2ODORPb/H9xA69Lv2qdxf0YYzKsgMcutinpvwO+C/gmbCPyw9gL8Upn7xUvhZ0LJXbCm4jMFNj5sWCSL2M/2z9OhE/suy2xAhcb2JNz8u8oNhT+/Hg8t43Hn2EXmnNYR/JrsEbX43L5wFctz2EjN7PAH+1L6Zvy5dHFToIOthWGh00tXcbWz7WwUa1XmzsE8LVMaxb3UwBPYFN5Jwisc3gr8CD2um5i6xH/FdZJb43vH7JXD+pj677+NXD3+DnZ+N828E+mUcUpNwrm4QczYFs89IgAfgFrm78Hm9Z1N5hDY4fRLeuOXGxsMaDBjNpiZibFqyWcrPRFXgRFxUv0N594Sj39zN1JPXTliiyljyjmFi+KO1qrRWN3vpDnl9XK09+vWNp1kuNPUW3twMHTeC9UEFuH4OQXoTFAbEsICjhzO3zzF/Gf+Tq8tSMiOf8S6QO/Iox7SjfuSS42v3hw6+C3P39L5UJvVZnahnP+yKHNJ+eXgrs7LwbDDd0vnutdlFGwE/Tz01tzp2/rr8/vdOpPxp7zAVyOnpppukvZ/7+9O4+T6yrv/P85997ae2+ptVib5X2XbcBgy5jI2GwhZglMWCInhCS/TCDj4Zcok8nMOCQh4adJgjOQSSYwZHDADjMQMFsmLCKAjMHERrZsede+dqv32uvee35/nFvqtrola+lWtdTf9+vVr1Z3V1edblXXc59znvOcklcI8hTb0ywsNlgYRmSGIwZ8iBZAKR8wXPVYnC6THnVNYYeAQS9HLraspIoJwUQQ9NSJ/Sy7Dnr0RLFrdDMGUbFBuiNNOAo2W8cPATIUyRMQ0I5PW2DIhVlq1MiSpUCBImOkyZFJzla0NIiIiIkIktSyQgU/WVVsLrs0LzZCwCN4GsI+XHz+18/ZqipOTs0wMNqbWhIAA//jwH/ZeVn2ZStt20VLO6h8K/Cz3YVU2yUpLxPENiKOQhqNOOmwYiDwzKHFi2+x+cJ/bPHPMZeEAdmtObg6tllSpDDEBqJL6nBJDu8XeHFs/ivgu7jn8h7cdU4Kt5KYxeUVnwSuwsXvKu7PYgD4r2y5+6wtv54XyWJTstq4E8AY80XcBdltuL1AA7gLt1fhSiWmW230cU+OHO4J0txLmGaiHLWZcJ7O3sGQiZKNK5P7fwp4AVem9i3gLbgynq/iLupzwHbge7jVxgO42Y3XJvezgIkSkHPx/70Lt6LyE9zFtpyaFGCaCYcxpoHrkHop7kXvMVzr6L7j3MeFTGwCFzer/v8C/wYXUG7F/e02J5PyuIS8gfu93o77W/dwE0ZlXKOh5bjXpV9Ovq8XN1PZvM3X0T5dOQslq407Acxd998P/HPGq9x+4YIDNw2WsodGStlL6p55ZclmCx1ttfSS9iEuW3KQncPLCEwcX7xof5AytdFLFh0uXMRzqScOrKhXuga9kY5DaS8deReVF4eZ8a7UwnLKROXI1BrjtloYMJmBpQQE2O6DRNl9BF2D0L8QTAlWPYPtX0a060L8Cx7FXPwwlb2FKBOnoig2eVvvufrSC0dT2dXPPr3jwdXPjYx2F3cPL/tOprjojii7ZMHBBfWvLH/h4CsGuobymcLIs5cNeZv7KrWrNp13xYGwbMYvPHTwtamxRq5c9xcuLY1lTRVTqEaBAQ7nUjzdV2B1o0xbuc7utnaifJaO4ZhsxWPM9ykuSNE2VqRSgaAMKQzFwx14QIDF+pD2XHfMXLcHiyyNoEpq3BKHHhExqXYI4xhjPDwfamGDsORSwjRZMoSU6MfDNbSpUiUCPCwhISERMTEeHoaJMqYIsFgClzL24K6bfoK72JZTkwLMXXe41/iPfGxx6PvpJwYaey8um7Hhywo3bEl5mcVAr2d8vMDH2gpRCD4+mE4Iahf2n7e0C8XmpprB+1Ca/DvS5HPArRF2cQPP91x4nhybF+Ji8/NMNJUs42Jwc9/1+3Bxuxc3yRvhnvtf5iyPzedi0nBCrLUloJTsbfwJbgWvhNvXuAFX2pVholl3HffHmsb9pzc7RDYn0ZpdCT0mSlVPVXNV0TKxZ2kAt5L4ftz+S4sr83sBl/Q2j2Gt4PaL3YTbaFvHPeEvxF2glnGzHvlkrCeazM71pjkZ3B/np3GrqnJqFgMpY8z2ZHIlhXtO/TT5+vm4yYk2jr3/xAB/Dbxhlsd6VrDWRsAPkzcAjDFtwCO4qgZI+hHgksWX4c6O7cdVELTjXpvKTOyXeDPuNQFciWsNN6GkxgVyVrP3vKsElK746H/9h9dc+OxPevLlPX/+3TdUrsmN/fzSjuC304V9i25Y+Wymp62YvnjxQX/vUHdYD9uCapTN7B3rqLe1H87csmRHOhrP+H21LjNW6qqdt2Cnt3J1ybejGb+0a4Ut1HpNaCPsebuw/QsJGyH2kn/BT3VhxhZD9zjU0pjcKCZdwfTtJ/Sq1HddQ3zgvLjj8hfM3ucqyyLj28rA+QPepv/0TNRX//XeoHF9ub0RtT3bue/pb/rPxmNmU+0GU/tUbZ355uqLKiziR7ds3bm2bnk26snXcjbKBwPmop6h8iKzIFfedknhqmrFz9XjOBjNp4hH6nTVQjrrVRaXGoymfKp5yFRDUtWYxZWQanIyRgpIW0MGyBcsNCCu1wkJ8TvypDI+pt3DhinCmjtYIzM+Ttr4WL+dathIDsWoExPi4REn64gBPvXkksaHIwljlRiDe1GyTJRlueUTg3G3z+Jev/4nrgJITs1SwDcb1223GzbZ31/998FQ42Dpnwb+10/fvPDXvGwqt6oW1g7Vw3o+sEGOAHKpnIvgYSWpf0sbwurHIfuW1v4oc8SWuyPgweQNAH/Nh9t80j/FnQ8LU2Pz+3FVPCtx10FjuNicxm2D+lnc5G6zS3kNd+1+VjNqWPhiSTOKG3H/6S/HLSv34RLrPO41cSz5evO10eBeDH0mjhg43cQqwrU43p089v7k43clj1PGLYv/Hu7icRhXQoi1drsxJo9bGg9xLzKXJ99/Ae5A0JfhltZfak/jXE8SwY1xP+538O+Bh5ILdDlJyfPfs9aWjDEFXLlFGTf5cTnuRfPncSvyzb1y0z0/LNCbnIcqx2CMuRU363j0xF2Em/zI4n7n+3ATQ9fiXocME2XoFlca8zFr7QAi56CRB/4w/8Wx8MYvDDXyr1r6+I21iNcv6O7v6ypUU525Ui6XqducVx3bPrSso2DGPOoBK3tq5DpHSwuiKCjYIDs+0oU32mt6RldggyImSsO+1cTZIqm+54lGlhMxjn/RLti/CjIN6NhNvWs/GEO0+xJM34EoWrJr31PPXLCn/+me1NLu/B6+9aGD337G/sKiw4dN566BSqrevtMy8h9843eFjB5+x29dNQZYe8+7drz1VX9QeHZxT27/krZo7ZN7li09NH7ZNfuG9y28bNmFP6rW3vZwW+pa6vXOJQPj6fZ6iDEevWNlSqkAv1Yn8GM6GhDXUtZiTYGQUbL0USUIoHNJGhPWyazIMPpUjX1jHt1tMb09YOuQ8g2NoYixygj5rhwGQ33EUqaYpIaWgIAAn8MMMMYoEZZR+mnQIEWKRnKcSSOZmwqTMtRm84Qq7kUpA7EHB+joPRykch8KB/f++HO2qth8CszGde5kzQ2bymbjukJH0Nt914q/qnSn+mJcBVpqvDb288XG6GvbvbYlgZ8NsplJvf5qlaSWpRETdPQ0VyjlGNZ8+I3A55k+No8zsS1kL66qbw0TDQCbsTkiic1suXtw9gc9e5QsHkPSobADlzimgV/FdWuLcBfQzbMOwV3UNVcU07z4KItT1cAlP4dxZYAV3BPwelzydz3uSfwvwCdwjXAOw5E9miTnta1OPh/iktwUbtXxt3GrlgtxSWXMxB/FdBf/s9HxdabUcTM5A8BvJf/epX2Lp8cY04krX96Ne353457bt+GC0zW42bXzj3EXf2ut1Xl/LyF5rWnuizieGPf600zQLe414VHcxvo91tqzOiCJvBRz1/3eh3/w7a70q0o3tL+5P/PyC7b9+qqFhy5NGcJ6TG+xmsnsHsrbcq2T83NDxUVLS56NIi9Tymbigyts2ifF/tVEbfvxU0BQh3KeKFXH1LPQuw8vKsDeFdAxAj17KWeGMFGOnJenFow0djxfGKx4HUNjjy3cmh7xqtnGymc+e+9t115bbCxdWM68LCYXeKbybT8u//eq3fvYO//dNcNwZI8m5q77s8Dqlf2j/X98//cjYOwX/92bUyv3Dd7iV6of6h0aX95WqS5oK4d5v1GLDnR1phqe4eqhgyZdHiEoZ1g07hrceERhCEEXsIsM9WyO5fEYnUtjwkGPg7UMhXqVXiy5dui+OEulWKe4q4LXY/Bij/LBEg2KyQariAJtZMgyyjAH2UuFKqNMfWlpdj9tlihNPoG86r5W92DQtrX3p+CDQXF8GNj1OVtVbD4NZuO6Llyp4+6PXbLJB7ruO/BR+/L2N9y2NLP6yoBgTRCkV/rGX9X8nrBawbfJCnDG+8Rdb838TmtGfxZZ82FvGA5mof0lWuwfKzY/grs+382Wu4dmd7CzS8niCUgO016Eq1e+DLcPsJeJTqol3IV0zERFxukeXxHjVnRquBrpNuBHyb/BJbE3AJuAPwaaZYNHjz0H1CevtCWfux2X8F6O60C3FLeC2sXEa3+zsiSa9O+T7e56JtRxe+n+D67jVAp34Xw6pcCCS2Qm/x6NMQtx5aULcLNrHbjjHFYzdTIhBtomPy+NMSncJEW/tbY4y8M/axhj+oCHca8zJyPGlZ/+IfCv1tr9Mz02kbnLeCPlTJ9notdngvCSesitxCwwhlQUk27LUy6W/a5y3bMd2TBjRvI2E3p+vdhLHAzhlRZA5yjsvYBa2z5sOiTbcwjCdnj2Ujj/CRoNQ8M2iBc1SEVgq0TDz+TLw6UF1Xq164XRn2Tbh77Z+cP4qa4dQdxpMZfdWKf7Bp+hb3fE6Y9kvMU7bg/fMTU233W/i833vOtIbM7+5t/nr9p+6PUX7R0Idne3XTOW8a8pBsGSwUJ2kTVx57KDI97i0VHTN1KzVxwa84J6HPkeFGJMCbzDZHiKLs7PjdPnReSyNcK0R/5gTJeX1KouMYw3fLoiaFRHqQ27cxdDalgCqpSIsNSoU2KUgBQRlmEOM+6Kl47JHcDhipGqQA3qWdgS5zOf7+pc9uVUx4Kg9MyP937OVhWbT5PZuM6zGzYd+T0uvef9fbf3/OIbrmi/sTflpcZwk4934mKz34gbhDXXWyiTCSLPS7VPPm/xngc4EpvvugPF5sQb313q++y2P3ukx13znIwYtyXqj4BH2XL3WR2b5+pK0ZySXOweNMZ8Hlfy+bHk/S/hjrForroVmNkVuCwuSQxxCdFFuCTu+8A/4xpapHErnduPMfYpZYDW2oox5p+YaMizEHeG3i8Ar570mOCS3yxuZTPElcDNtXMci7hV2AW45Hd3a4dz7pgm4T4MfAe4Gfecq+L2xl4BfBD3XGzygM/gkskjd8np7ec9JyVnw67G7VMsnMS3erjffQHX1EpkHrFxV56DYP4BaMuk+BhuAuuXgTeOlQh3DXelQpvJt+cOhF5XKahXsLSPGy8LhGPJ0liNVATe2CJI90P7OFy8Bbob+A0IR8CPYXDAI96fN2205Uo/WdW+71FsbOrVoBZfXPdDE4alzfCv/zf2277uRcXUKHS5E+3eMXXk97xrSmyu/tUvlm9/zZ987Y1P7Al/8/23fcWL4z4/jK6pGPPOVD18dZxO5XcvWhgf6g2NH5NOW5tOlevVZZVG6NfCQoaGt5RxOiplDpscfj3Lcq+K32GpFiDsN2QPW2qdIcP1GoyCoUGJMjExOTw80kBEgxIjDJGmgIeZ9qzFKT8TFg9Dc9nQ970x29Y+mhsbW9T9urdeuuw9/2W3F6S1QjEDJieKABvO/9TAaOPwt8fDoZsLfucLWZOqdVfGnxlK568klf53KS/VFaUirLUYE/rAJyD1m0fdbfNYOEl8475CP2tYiatYy77U7SfxcNfVGc6B2KyVxdNgjOnAleSN4TqprsGt+C1jZs43bP7hxrhkbRCXCH0Fd1G5CJc4DgGjp7tSY4y5CDf+a3FP8G7ck72PiU2+c3FlcQdudXc38ADwFWvtSEtHdA5LmrPchFvl7sSVooJL1v8DbpW6KQLap1v1lqmSM2GHOfm/syeBG7RXVwRc60duGy6lx/aMdF+6sL189ZKO8ZsqFZYyKTYHKYgaydVxDFTc+YTNw6+85NM0IBr1GHxiIfXRNMWBtujwQ30c2pSL64dylTRmAILd4H8FF6cX4M5PHQTG3mvvO73Y/Kv3X7TimcNrV4ZDa366ui/TXap3Xf3cvmuWHh5cmKlEXj2VzfQO1r1hIEeDRUQUu3rJ2zr1WpnuRRF+PsTu8ggaMX4qYqxWJx/5ZPCpU6FiqtRtiI9HnQaDHGKEEWpUsUeKi15ahYkLhfKCvu2V7mypc/fg7r6b3/ml5e/6z1/b8L6lo6fzu5BjW/3x32q7JP+ytcuyFz93be5lXStKw8sHM3lvOFPow8XmRVBJ/iuD8K63pNpbO+KzyJoPZ5loXHMyfgqsZcvdZ/UkuVYWT4O1dswY84C1NjTGfBtXwvk7uAYyvbjZ/lNJrpqdVWGimU0KF4D6cc1pdiVfH0lus8gYUzqdi3Jr7XPGmO3Al3AdUy/CJaZvAl6TjKl5ZuNc0mCiyc1h1BZ6tpVwkxQNXFn2k7gVxmY33r9kolOqj9tPe9WZH+bZx1pbN8Z8A9dR7WT0KFEUabKjYL7cXaiF3YWJ2Gw83hLG9PqGQuDhpQJIBUAtOS07X4cYrOdezJpXd40iNIZSeMXFtTg16PUfyJvRhvVT6Wjc9NVTtr+tD7wB3NaQZpXPEC5u98HplfXZT77rud83H9xevDD1xR+84uKrw0L14l31+tfaGuEbrx44eMuBgudFNNLLiEwGGMej2gjxCgFjXjup4giZbEx39xC22MloMUMUeUCdiJC8XyDtZRhvlGjQoEGFMqXk/MSjFpsyHPMQgGjS+xjIHO4P08U0uUUX71146y8OpnuXqrxxFu2oPFFqxPXv3dT1c2HdDwq7C91Phsar4q7dSsBfYoMc1RBMGNzzQOqRu+7g+hYP++yw5e4qaz78TeD1J/mdC8/2RBGULJ42a22YvLfAsDHmj3FteC/ElapeCdyCW4E5XpJlcYlOBdddaT9uxaYAfBa3wrcQl8j9GDgP97I9TtJgZyZWb5ILzjFjzCO4eusCrsFOiFtNmnw+3FwQ4sbUAFYBY7ponl3J86wCkEwu1JvNhIwxA7g9Er836VtWG2OMVhdP2DtxZ6SeTJOsN8/SWETOUjbZSmFjYAjMH2UzPIibBM3jJrBeA3SQwuRqQAoiC/XYfVccQ1zBlvb5hwlspZE6tHvbfasGSo/0rAyCRjZI85mUb15WNqYLyxdxzaaW4WLkOMnr5Ez4iP14BIz9t7vu/9dqLrv1iYuWFYbbC09cvGs4isa9V/lEi4vgV4CRbJp0vcShckBXJiYNtKUC6PDwCjE5r0ZjuIGHIcTQiErkojTtdDDIYSweOfLUCY+crXgkdT5Oa5pmO/g6UC+kGm1eYbGJCTMLVp6fXXLR6F13oNg8i+yGTUdi8z0P8ELdD+p33eH+x+55gC8CF4P/25iweRV36T0PYCbvXZTjehsnH5tPNrmck1SGOguMMc0zGPO4P9z34fbSXYDrIJkUudDAnZX4IG515vu4PYNPAj/AlYE2O302vydMVh8Kyb9nrf1x0qVxFW6VdBnwIVzyGzB3JhoGgedwie3DwOfU2Ka1jDE9uOMgrmNiYmHcWtvXskGdZYwxvwH8xQnevGqt7Z7N8YicG0wW1/I+h4vN78dVR1ySvA+AoBFSGxzhYLnCwynD1h4yP4hq5uY9Xzvv8S0brt9s6/4CJraGNONh4732vsZnzbsLQPhee9/sxea77veAVSaKF1y3Zf/SBVsHf2fxaPHyBnGwlGJQDtoIwioHaCMkZonX4PKV4+Qvq+DVY0a/XyeuR6RIY/HxiGlQpULEICXyRBQZoUqJUpLvNqgeefzmVeN0s98RyTmLudxAz7Irn88uu3Rb0N7z4KLX3vn53/vg5YrNLXTPA/TgqsXWMBGbx+6646Qbq81faz78u8AfnOCtq2y5+5yIzUoWz4Ckm2rTAlwRR4rkfMbJTWjm2gpMkjCmcauYdwD/CbfC2fx8q90DbMN1it3RXOmV1kqe8wVcSVZzX0S3tbZ67O+SyYwxRU5sFf+L1tr3zvZ4RM4908bmZlwrweQGccbAHIrNLmFMX7xvMLvghZE7Unvq/7lvbLR3SX3Iixd0pk1Y59BIiufoZmlQ5bple1m8ukJ6PGRoa4mwWgMy5MkSAGXqVBhnjBIeIUMMUaVMgE94pLDUCZN2NwFmSsLYTBYDP/Vny9OrnlnW+7KHzCf+btddd6DYPAfc8wDTxebOu+5wOb68hDUfNkwcl/dS7mXL3b8+yyM6I5QsyglLmm98AHgjbtXoJY6emXUh7rzJKm51pb/F45GjJEnjIG4yerm1ttziIZ01jDHP48rNX8o6a+1Dsz0eEZmblt/yP7KXP7//gz3R2OvaDtWv8wy5djvMZlYxToHVfj/XdW+npzMm2+2x/1CF7J6IGlnyxATZOqVGRByVKTLOIAeJMVgiIgz2qDyiSowFMhi8adYXLYRLOG/NFawJ02TK77X3DZyhX4WcoCRpbMbm8+66A03knqg1H96B2/50PBa4mS13P3IGRjTr5mJnS5mjrLV14FO4swwHmGgs0ypDwHPW2t1KFOemZJW8F+hTonjS7jyB21RxB/+KyDy153u/Xr11fP/f+mPpL2apDS2y5Xob2OUUgQb1DkMjmyabMeQLBbA52jJpfMbJksVLpcgZjxoRRcrUqNGgRkhjSqIIkMIcOX28KWTivC0Dhw+yb/v77Bd3KVGcm5J9ir1AnxLFk3ZktTCmQUhluqNlqrjmfueEubLvTM4SSQfYb+Ea7tyMa2bSKv+7hY8tJyhJGNXY4OQ9hPu9Ha8UdVsyiSMi89iGsU+O9pm//fZKutbcxpOvbsDKCh4+PrvGF7KqOEaXGYR0g85yhnTNJ49PREA4niKiTASMUcK95Lz4JTtFmkaSOPrTrCg2+9547u0fPmerKlub45KEUbH55H2H5ITWKCnS9ok5KlRvYcvdx2kHdXbRyqKcil3Ad3FdoVq5D+Hv5tL+TpGZlDRqeqlW8588E2MRkblvgPZdz9C36XGWDz1HR3iIdgIaXMUezjNjWFsgaPdoz8WMmTKHGOYQw+zMljjIEFkMWdJ40xQMRZNCvSXZ+0FMI9nL2Fx5SG71v2b1BxVppS13R7gj7QjIkCaFmTqn+6kzPq5ZpGRRTlpyTEIN2Ic797EVKsCzLXpskTPlC8f5WoQ7VkdEBGvfVR8nW/spi/fVoH8bveynnXImZKRQJeyJaVifshlnkD24dcSDjKbGqflVxhjBUiMzTTuCmJi6SVHys5PSRo8QjxpuTcUDAnee33Nn6EcWaZWvAxg8vKlFmiHw+TM+olmkZFFO1beAj+POhmyFu9X5VOaBu47x+TrwK/obEJEX8741RMcnnmDVUJ0cIWkeLq3m6egiRoM8e8br7C2N0bABqaQPavf4ECaq0c9+6lSpUJqythgDkbXUfJ8QMEdVL3q4luke/MfP2aqOyJBz3a8e4/M14JeS1cdzhpJFOSVJs5JHcfsGT/WC9VRLSKvAfaf4vSJnjSQZHEo+bO5/iIA11tpzauZSRE6fte8q3UD/o0tofDGkGo7jUSZPetww8DjseqqD/tFlFOmgSoV2OlhAL3FSTpo06rARrnznxZuuQnL1EgAZ/GZymHwFcKV5X5z9n1Kkxdx+xOHko+afSQhcyZa7z7m/ASWLcsqstSXgb3CbfV/y5sn7yTOO053peyL38++BsVP4XpGzjrX2PCBvre0AlgFd1todLR6WiMxR/2J/t/haDn7iNnZ9v45H7FtK1lILc+ytt5PLByxdncXQTYYum6WNCqUY3LIIYHzcYdDNnVg1JmaFm51QG7iAHruvWeA3cb0MRM59W+5eCuSBTmA50M2Wu/e2dlCzQ91Q5XRVgE8AV3L8M+HspPdVIHsKj1UD/hT4jBrbyHzSfL5bawdbPRYRmfsuZ7jcQ+Yv+9l/6S6/Y+mBuIN2O0RMhkWlCuGBEjF5GlTtKIdsRGiBaiaJzYYXXyA2+6OmmUggU7iE0YeahT8EPq8uqDKvbLm7+Xxv1ZasM8LomltOlzEmAH4B+BNg4TQ3sclbBMl2h+mTRZt8Pem+feTjfuC/Af8I7FeiKCIicnzrzEeDDMV3PUvmT6+gv3cFRQ4RcznPU6KfMhXbTpsNqUcjjIVFKsYjyka4RDBmoizVxzRjt89EbB4A/pIkNitRFDk3KVmUGWGM8XEHlX4UF2eO1qxgiTnSNO1FqrikcD+wEheMvoE7GmCrEkQREZGTY8z9wQVs/41XsPsjhjBVYZTL2UVImX3sIUUqrFEyDeOHpUKP71VGg5yt48dH9ilVgUOFpUsPlorFlTSikErpn4C/BZ5Ugihy7lOyKDPGGJMF/gF4XfIpy8S+xGaS2CxDTSf/rgAjwP8Bvok7V66EO8uxbq09pzpKiYiInEl5c2/u7Wz+Qjvj60rUgMdtjnEz7rYXxoAXg637+epFXW9NV9K7or0HN1dTliHfHQHw3WXnX1zcdv7C0X09mb2XfWFT43O2qtgsMk9oz6LMGGtt1Rjzh8DNuE2/kxvYNJspWdwKYheuSc1G4KvAmLW2cuZGKyIicu4r2/WVt5in/iDD+KvK2FydQRNyJNx6FmiA7YgKhwq5C7v7O9NjT60J//TKf/7Xb/hxOPY5W1VsFpnHlCzKTHsS+Bfgjcf4ehmXHD4IdOBmNZUoioiIzJJhNm31GducpvjakMqLOpHHQI102Rb8L5erX/3Rj15pu/adH9Sfes0rxuyGTYrNIvOckkWZaSHwALCOqU1sLK6k5W+Anbi9je0c6dYtIiIiM20ZjzWAL0Vkb7aQbe4LSWpJ4xz1+2xj5FO7Swd3PPXyG9NAG4rNIoL2LMosMMZ0AT8GVhz1pYeA9wAH1bBGRETkzHmPyXZH8GMDyz1cJpgcfPzDHLwb6FfDGhE5mlYWZTb4wCFenCzuAn7WWltuzZBERETmNT/CDkaY5Uc+AdsPv+yyn/3Hn/xU5aYiMi3vpW8ictJGgC9O+tgCr51PiaJJtHocIiIiiZEY80/NDzJg0/Da786jRPGeBzD3PIBis8hJ0MqizDhrbWSM+W/AB4DFwK9ba/e2eFhn2hIgbYzZNbnk1hjTA1wEvABcAAwCe6y12hsiIiKz5nO2Gr7HZP8ohjsN9Bl43+ds9UCrx3WGLcVVP+2e/Enzg8/0Ahdd3l95/pVP7rhgLG8Gq6/Ytuerr/6KYrPMe9qzKDILkqQwsNb2T/rctcCVydujwJ8AncA2YL21dmcLhioiIjIv3PMAPUBw1x0cic19X//ktSVjryoX0pevGKo8GtVqf3ooH3SuTqW3Xe976++7/f07WzdikdZTsigyC4wxWWA5sN9aWzLGdADP4jrM7QUauJXFZjnMG4FHgLK1NmzBkEVERM5p9zxADlgG7LvrDsqrv/q33YON8Oli1hTifHYPhpBq9QJM2nTG7axj5e09r9/7GFD+FG9XbJZ5SWWoIrOnwpHO5ES4Y0I8XKDyj7rtlbi9nfuA587UAEVEROYRy6TYXPFMlArDtgVVvH4TLcdL++TyUK0zaor8ML/7ksu2PR/s3blnD298+/OtHbpIa6jBjcgMM8bkcJ1gS0DOGJPB7ZOoJzc5OlEEuAx39uS4MSZ9JsYpIiIyXySriit+Wt9a+vSX3p7fuP7XMzceKi2uZoMwNAaD8TExVJNc0oQcqoxe9dyTT+/Y88LOotm4TrFZ5iUliyIz4KjOpyEuUXwlcAeuoc07gf3HuYubgDFceeoqY0xqloYqIiIyL7zHZI+OzeXKwK5X9ab6fq7ePnZRISi/s5QK9g/ls9ggBS/amuXBaPGmCleM1SrVCFhlNq5TbJZ5R2WoIqcoWTFM48pZbjfGjAGjuKNDRnAJ4BJgCHf+8cO4FcZscheWiT2LXcB5yfcfxgU1EREROQnvMdkMkH7g/j+yHX/8/9y+4k9+Z6h8/vnFwWWF4cJQeWSpqdzov/zKxf+wIBgKUpXa4iD88WCQXtwIyVIugQ0sbVmDbUBQ7Rk6sGUJbjJXsVnmJSWLIqeuE1iFW0G8E7cXMQU8DxzEJYoGGAeKwEIm9jACxEyUpOZxK5A/Sv5dBqqz/QOIiIicY7p2vub6VaWejldWOtrvzFc5r5ghxUjxhUqldmBnN0sX5LtptGWLI95IcXW1uLDiB9FoJg1hHlMLY0vgYyLId7XTs+Li5Y2uhz606m8Um2VeUhmqyKkbArbjNsuncZ1Oc8BVwGtxiaQPZIDrgEtwQWa6vYsGlyz6yX1oIkdEROTkDe667RU7yGVrpIJsvd5ow4tzZPwr47bsaxv51KpBU/ZHo7F0b1h7Rd14l6TDsEpYr6dsxNLBIT9VrQFZaNShMnphZsElqZAox/Q9B0TOabogFTlFyREXh40xX8Ilem8CVidfNrjkcTVupdAm7w/hylj6mChBBReACsBi4ElrbflM/AwiIiLnks/Zagj0mx985h/TxeKF2dL4G8Jc5+o4l4a0Z8Ar1Bv18yHOjnppv1itZPNR9VB7NhN2xH5fsdBponza1f5gfLIdhed7/UV/kfratv0/c4dis8w7WlkUOU3W2sPA7wG/zMSqYVMa1xn1PFyyuARXvhoddbsU7lzG/DT3ISIiIifB3nxnf8ee/t+tLuh6X5xvC/Em9aZJeRmsWVUlWFLyU4XhIL207HudxphotKeHOJUGW8Z4JkV+0Ur8dOFAMKLYLPOSkkWRGWCtjay1DwM345rbHM3DreRnk7ejV/Wb5arjQNoYU5i90YqIiJz7Dv3Wn0SVOz74Y7L+LWSCUSKbrBgCqRREeKSCIMxks1FssofCOFgwClRi2kfGWDAwHHSn+3yTyo3wwg9TZuM6xWaZd5Qsiswga+3juD2LjzERkmAiWTzeOU1ZXGOcTmCZMUZl4iIiIqfJ3nzno+1DtasW7S4+Rqke0wBqEdiqR9wIyKSSZceAug/gMZ7NMlLIMuzXs9YwwODObmCZ2bhOsVnmFSWLIjNvGPhD4J+Zusp4vL+5q4G3AdcA7UwtVRUREZFTMN6TGW70tP0Rxv9mphKP5sYAa8B4AD4WGkSMteEidS5Ho6MbUmYNcfwWupZdg+stoNgs84qSRZEZlpSkfgP4Ou5cphNts92D2/f4BtRxTUREZMbYm+8MB9/xG1+nO/3NWjsDlY64QiYF6WSh0KYh67saHw9cMZCBarSA/YPvg8zrgMBu2GRb9kOItICSRZHZcz/wWdwRG1VcR9TjBZk0rnvqtbiuqOY4txUREZGTFaT/nnzhfgrpYRq1KrW6pV615HwggGoF4jC5cQTVME3RX03QvoZ87yKzcZ2unWVe0RNeZJYkx1/8NfBl4Me45jXH66bm447VyAA/g9u7KCIiIjPE3nxnEfjvwFcIvIcxjBNTxwJxs8K0AXENiMEWfborEWmydCy6hbaFHS0bvEgLKFkUmV0+8E/AU7hEsQYc65ymGLcK+WNgH1A6EwMUERGZZzyi+OuUom1AHc+r0aBMmIEw46J0owQ2BtOICcwQcf1hgux+LrhRsVnmFSWLIrMrBnK47qiPAU/jGuBMx8Odw3geLrHMnYkBioiIzDPxdQ8O5Nd//KknU0OlrRi7DRMOk8Y1vDEZCHLu37kuj0zbYoy3hP1b6zz2gGKzzCtKFkVmkbV2FNgMPA98Ajdf+VKb47O4/YvLjTHatygiIjKD7M13jvzaR5/44W3fPPz0lc/WP04jrjE+AqYCfgNyNfB9iGIYj6FaM2TagsVUc373svPMxnWKzTJv6KwYkdk3gitDNcAu4FJcw5vsNLet4lYeq8AaXJI5bTfVJJHMAlVr7bQJaHJWYycwaq0Np7uNiIjIfFMohkPAU+u+us/f0ZfaPZKpXUIQVMlMjs0e+AbC8RJ+emykfWkl8oJrgO24bSVTJImki83H6JyanNXoYvOGTYrNMqcpWRSZZUkiN2iMuRiX/J0HXMX0yWIWuICJctV2jn30RhuwAthpjKnhylaLRyWOGaAvuQ8FJBEREeC99r4YGMS8+9IPHSg+95l3d5/3wtW1K+jty+Ill8ehdfVAqShPZfDiaqrzGYibsXnaZJGJ2LzD/OAzzS0lRXvznZNjcxbFZjlLKFkUOXN2Aw/iVhrbcMGig4kjMmzy78XAZcAi3D7HgWPcXwXYiws2bcAyYEeSODbvq4ybAT1eF1bgyEplGqgfa6VSRETkHLP7/L31B5ceGB95YdlAnrSfJdfXgRcaquMQ+pa2jEfQtZh69VKMXcLCCx7DnaM8nWZsrtGMzaXhHR+4f0utGI3YNe2vMbgGdicUm+95gCOx+a47XnIbi8iMU7IocuY0gEFgKy5p3AvchgsmBje7aHAzlkuACHiZMeaF5BgOAIwxGdyKYRUYt9bGxpgQKAA34RLNAVxyug8YBSJjTIT7m09ba6fr5lbAzYbuBooz+6OLiIjMSXXgcLU3vxVv7EGG9++jkrqNDAUqdYPxGjR8H5tqh/oyPAwmuN783a9ut7/8ySOxuecv3pWpxZUMLkkcsxs22Tf/1tXRs11dbcWuC296KFO+1MMMWmt3feSCB/Z9Zv+HR5+tPBqZjeuij12yKXhs/Pvpv3vvq48Xm3ehLunSAkoWRc4Qa21kjNkD7ACeAD6ICwCX4o7YKOL+JlO4BHInbnXxBmPM9621zQOgrgdei0s8nzDG/CvwcuCXcKuSC4H9wJO4Gc6ngB/iZiZzwKXGmMdxJbF53ApnDXgF7uiOY5W9ioiInFPea+8LP2vevedtX67s+MnvF54gLn+A+sHl5HovZaDik04XMV6K4lhAYyBPV9t2Mu3nYeOXm43rNtsNmyKAlxVeef2+yhOv3VYfGwS2mo3rHlmV41XVqL6+Wh5YeCAyC0qmvH9fdfu2oY4D5b5gxbYX2PqjiEb6oZGv5w/Vdl6W+7ONj1bj8vYPLP9Y/oL8NUfH5mOVvYrMKqNqM5HWMMb0ANcBH8EleQPA94B1uPKWbwN7krdlwL/gOhh34RLDGjAOLMBtlL8V6MGtUI7iyl2LwE9xCWMDl5xei0sUHwaW47q1VoE/Sh7r96y1Y7P1c4uIiMxV5uNv7aHtwpfh8ccM715MJnuI3su/x8EXXku9dAjb/x16Vu6hPLyXyvAyVr/quyy8wPzxnmDhj4e//97vVnZWi8RlwrAnH+e7rZ+9teKPdeXptB3pnqGD9R0j7fSWe/0lj+yNnnsqRSpckb181Vg0uKa/seeZiPqjPf7iZW9a+Cs/uK7z1jrwYVxs/g933cF4i389Mg9pZVGkRay1Q5P2CR5K3p7FlY5ejmt0cwDXDOdCXAnK9cAzwDbg1cnXr8OVnnbikkmLK2HtxiWLC4E34VYR07iVyxuAN+Oa6HTjksUL0MqiiIjMY/aDXxoyn/9dQ6ORZuGyg1THDtE4/AyU98PhyxnPXkhq4UHaoqupjq2iMrKHg89e+6dB/OTC2sHnbGn8VaQz/cRcH4SNy2vQiY8pM2pr9XI70DvO4Nh4NNgLvMknKJTCsXTRjqbStL2iwvgdpbgytKP0VNcFuTVhyqZXp4PsQOCntLIoLaFkUaS1XsCt8A3jylGvxa0A9uFKUWu4fYzN1cMu4MbkbQVu9fB8XKOcJpPcFtzexgW4BNKfdJtscv+9yderuL2ST1prX3LDvYiIyDkrjrZTGnyYXMcg1eJllEeuozYeYRsLGWtvozJUYdlQGht3URppoxF2lTzv5lJcvgnPW07EOEGwcszYDqhDDMSxieJaJ2kP3MTtQsDWKPl7w6ebj5wFCsvNRT2r09f0Pjr4vUbWz7cvy53/xJ+/9xLFZmkJJYsirTWWvB3CJXSduM3s4ALJ5UzscTyQvL8JWJ3cbhHTH8HR5B/na0Hylkk+HseVrIqIiMxf+x4fI5Ubo1E9QHkwwNBGOl+gHnn0jfThVy4nNLsI2rYSR/00yluplm8GLiCbzRNFS2hUMmRyAGRDqEY1XMj1YFJs9knj4RFjiKgCNjUQH0w9O/pYdiQ6aDpTvWM1r/o4XNKCX4SIkkWRVhsG/h73t3gFrhT0YlypaQm3j7GA24d4K67cdAS34rgQNzt5ukzydhjon4H7ExEROXvF4WHaFvw9UWgox9fgZy4gnb+AqPEcnl8iUzhIHLZhvYhi/2t8uCILw6UoqtMIFxAEaYwHQL4OC0iz29QhPfWy2ydNQIqYkCg5GWOUvfwoPGyWstL4jWDg2cpDA/CWM/kbEDlCyaJIazU7TC0EDuL2Ijb3F+7BFa8YXMnoGtyRGkXcCuRMJIrgpjmbq4ojM3SfIiIiZ6dX3QlgKI300da7j+rYVoZ2v4U4zAC7KJct4OFl24HrIlhcdnG0kyCTxgMClyyWbZ291CGXhOzmKciJOkXqQJb2owZR9QbYPT5sDzxSKY8NzerPK3IcShZFWig5I/EAbvVwOS6MFHDJ4oW4UpVdwDdxieJC3L7FOm5vY2oGhtE843GcmUtARUREzlYxUbifgRdyxI3lWLwkUcwCFwEpMDvxUt8mri4HFljoxvdrQEgUBTTq4AVgQ2IzKTu0TCSMkz5dndro1DSohA0qRRSbpYW8Vg9AZL6z1g4Az+FKUqvAo7j9iTlcGepjuCSxDdflNIc7ImMmEsWm3cADyXsREZF5y958p7Wv+ZV+Bp5/Hs8fIZWp4KpvDuMmcw/QvuQx0qlFuJgcmno9F1Sr3VgbEMbujjwf8nlI5Sbu3Bz9aMe1E/gysPe0fyiRU6RkUWQOsNYexiWJKWAQV35awq0yduJKUNPA13DnIp5cuHlpw8BD6oQqIiLi2A99Y4BVL3+EdC5NkOkHQnJd4+S62wgrnXjeNWDSwFezUfjDOI59IiAOAZ/mvkV3qJWFSgy12H18YlF8CPiR3bBJsVlaRmWoInNHEVda2gl8B5fAvQ5YiSs77cStLo4w83+7I7hVSxEREZlQpDpeJ456gO9go1HCxq2E1ZW4LRwdQL6Sy49grUe1Chi3R7HSgIaFbBripP7UApEFf5pssdnFYOJLzcljkZbRyqLIHGGtrVlrN+Ma3bTjkseduJKXC3BnIt4MvJWZ/9ttlsCKiIhIwt58Z43+5zYTh4eAPNXxMcLqblz56fm4s4pvBX4OYzzSacg0T6SyQNolf3Fzo6KFup3mgSa9TRjEdT8XaRkliyJzz5PAVlxjm824fYvNFcU0rsHNTLsUvR6IiIhMYTdssrjY/ARub/+DuEnWdiaqfboB8H2XE9br7n0WV7cT1pN/eG5VcZp8ETi6PPXyKZ8ROcN0cSgyx1hrx4EMbjYxAiq42cUBkp0Ps/CwL8c10cEYkzbGXGmM6ZyFxxERETnr2A2bxll+bZalV1Zw5adFJs4nTpYMJ/hRhBc1oFZzfc3x3LelgHSS/8VHvU3dDHLjZaavD+A//8KF6bt/5ZYrP/ybb++YlR9Q5BiULIrMTQuAVbiup2O4gNSevM1GC+0AuNQYY4CLgauSxxIRERGAWnEh9fIK3OTqODAIfgfQQT1K0UiyPWOIMhnifB6ySUmqn7QaiK1LDI+a9vUsEIUQTfSyWUou+Dnvsot5Oeb9b7/x4ktfuezqzIqfbZvVn1HkKEoWReambclbsyvqNlzy1kEyRznDDK6BTg5XSrMVd3yHiIiIAPQ/t43D25/BNZ0bw09tJZ1NYrPvEzYmbusd1fI07UOQAWMhjl58zqKB2IshiN3ZjIkqDe8L0dYskF/5/Xd13754+Zbspb98aLZ/TJHJjLWzUdEmIqfLGJMFlgPX4FYY7wBegdu/OBvuBj6GK4GtWGvVHVVERGQS89//TZaFq1ewb+s11MvduKZzLwcKxLi9iV4AUQw2mlhZjBq01xuMkwVqkM5NJIvHX7r5/XfsueXj//tHd2eACj9R53I5s3R0hsjc1QwI+3GdSoeZ3Y3uVwAZa21xFh9DRETk7HXVGyPAMnJgH/XdZdxZiC7da9Qn9h/ahvt0GEHgg3XvMLgdj+BKUQ0sIEtEzDDTHqd4xf9Z/r0UH0exWVpCyaLIHGWtbRhjduDCyquAi5jdv9lHmMUW3cYYn4lVyzlf0mCM6Qaq1tpKq8ciIiJzg735zob5wWd2MLwnBm4ALqSZLHppV2ba3HeYy7iEMAb8FMNBChpJqWqMSxw9qNIgOvZxiltg+ixyJpiN6yZis+v6OmetXY/BdYSvbr4XxeYzRHsWReY2D3glsAi30piaxcdqWGsbL32zU9aBa9qTeYnbtZwxpg/YBDxpjFnZ6vGIiMgc8tBnPLA3AEtwE7opwgaYGPxmdpiYvDcRIJWCIHDRPbkKLxJRodn4Zkq+VrIbNoVHf3IGNWPzbDTPm2lLgH8Bnly7nuUtHsu8oWRRZI4yxvQCi5MP24GVzN7fbB3YMUv33TQO7OHsOGD4LbizJ5cAW5L9oyIiMs+Zjet6cRO4BpdonY+1Ho0QGjWo11xCmJ0UNqZLGD1co5tGY2L1sVaZWHl0qri4OZuKyWPM2urlDPp5XMf2JcDja9efFQnuWU9lqCJz1+VAHtf9dCWzN+tncR1XZ7Wkw1ob4hLGOc0Y4+HKXJLdJGSBdwB/38JhiYjI3HA5rkImBanzoZHGGDAe2BgI3FqjD8Rx0hV1GgaXLEaeuxo3FnzfrTo6Fijj4vOssRs2NYDZrCqaEWvX4+GuiSbH5rcD97dyXPOBVhZF5q6fAg/izlnMMrvJ4v9NHkvcau4Y8CzuyJIngBuNMctaOioREZkLfgr8CBiBME1ECkvS9TQNXgoIoGqg1oDwmHsR3QpjJilJNQbS6cnJpQW+ATw8iz/L2WQJbsL5OVxsfhK4ee16lrZ0VPOAkkWROcQYExhjVhljOnErfSGu3OUSZi9ZrOBefMVpx80afx/4XeCvcWdPvskYU2jlwERE5MwzG9cFZuO6883GdZ1Axb7ts+FF3RcsgfSlVOM0tWSfYcZ3nQWObDvMQMNwzMMujDnelXgFN2k5p5vOnCnVqL8ztlEa+B7wO8DfkMTmtevJt3Rw5ziVoYrMLd24la123FEZFeC85OPZsgd4JCkTndeSDqjfBQq4Gd0K8C1gEOjFdb17rGUDFBGRVujBTdwWgJHffeIfqsWxgfOIym2ENfBTQGoi8cvhdgAaIEwSwshC1ULWgH9Cp2DtBrbYDZvm/bmKF7zz671dwcu/E9l63jO5b+D2cn4Td2xJGy42P97KMZ7LlCyKzD37cWWQIbAAuIrZ64IaAYeAg7N0/3OaMcbgXgezuL0h5+MSdnCHLB8C9uL+T3qZ5X2dIiIyJ1kmxeaNz35tEXAV9XpAEEPan3rrCBddciTNa4CydYniUTefRjM2H5jBn+Gs8W8/uNk04rT/1PgrckBpYfqWi6z1u3zjA7wM97vZA+xDsXnWKVkUmUOstQPNfyfnEr4feMUsP+wLuBfeeSFpYHMjsA43W/xzuBnckBc3tlkAdCZnQkZA/6T7MGfDWZEiInL67IZNE7F547oULjZfB4Dnu3LSZkQ4uvMpuOhiDLR5J7qhxALPMI9ic9LA5mbgNXB1H2HlDZlw995g2K+XOlJdFNosRM3Y3Lb5XqbE5rXrMcnnZQYpWRSZY4wxS3HtuEPgWlwCM1tC3Mzl4Vl8jLkmBXwWV1LUtGSa22WA/2GM+SVr7RPNTxpj2oE+Y8zuWT6XUkRE5gjz8bctI9dZwCVyLjbnchM3aK5tNU/M8HERttkZNQ14ZmoiOb1mbB6agaGfLdLA54BeSEGYomZZUuuIiY3Fm/jFZYG/XbueX958L9uan1y7nk5gwdr17N5879zv7no2UYMbkbmnDegDXolr0T2bkzpl4Hlr7bzZE2GtreH2OpyIK4A/N8a0TfpchCsqOs8Yk5np8YmIyBy04PwCvav68HM34M7hfXFsnpwEVpkoQ538tRNf8yoC2+fTfsXN91IFNrmPMpCF0POJ/JiaiYgaMJGJczXw0bXrmRybQ9xv+Ly161FsnkFKFkXmnhdw5SdrmN1VRYDtzMMjM6y1v4Y73Ld2Ajd/NbDTGHOrMcaz1pZxezxTnMjOExEROfstu/oF/OB5Cl3X4ap/HGshiiBtJ/YnNgVMlJ1Okygep3PdduCHpz3ms8zme1kPvBO8OuQIMmlMOotPGuMHHLUsexuwfe161q1dj7f5Xkq41dgUym9mlH6ZInPTJcDrYVZnx2LgIeZXCeoR1tqvA7/GsZuaT1YAvgYMGGPebq2t4FZky7M5RhERmSMe+ozlme9ewtjB19Fc4rIWqlWo192ZijXc+ha4qURDcqXtgfWmXHWPT/9I8zo2b76Xr4Zh5QPVWjkOowqelyKdy+F50/b5awe+DgysXc/Pbb6XCvB88l5miJJFkblnCa6pzVJOdHfDqSnjAtJ8ru1/HPd7OFF54LPGmP24TfYiIjI/nIeNbwA7EZutxeWNPhBMXFUbjmpk47kGN03V5G16Jdyq4rwpQT3aWPDklkZquOz74DaDxi/xHTZP3Pj82l9o7KXR6J39Ec4vanAjMjfdhitomU2DwBPz/HzFHlxgPtlzLLuB3caYb+LKWUPAO97ez6QLay9Q0oqkiMhZ6XYmV/x4SXdTm3bTriGTttUlItwXLO7sxQiXTB75OIK0N/nsxUHgabth07yNzcOLftTZc+jmSkxP24nt9QihFgL0Ese71/6b+J/JZN5JEps333vsxDvpwroAGNeK5PS0sigyhxhjAuBVwGWz/FAWV1a5c5YfZ67bDQy85K2O7XZgF241+JVHNcI5mo/bgzrbkwAiIjKDkuMy1uIa27xYsqh4RLMDalOAu9r2kzes21WXwyWKxNA4sqHRAl9insfmzsqV+3IsOuyRxf2iXipd8SGT3MbzDJ7/ety+zyXAK9euJ3/8b6YTxeZjUrIoMrcsAz7E7Jc4DgE/YH6XoILbMvIdTu/30A08izu38Zhlw8kxGzuYX63QRUTOBcuAu3Cv99MLcGuORyePJJ9rJow5M9EaLTDuk5kXrSo+yDyPzQvGXjOSZfG3DOYEV1c98DKQy0E6DakA3HXUs7gk/5gLlMkxGzuA4dMe+DlKyaLIHJGUKf4S7riM2dyrCLAH19Fzvr8GFHHJ4nO4ueCX2hhxLD7wH4GvGWOOlzCG1lodGCwicpYwG9f5wPtwjeemf323uChQx0XVyUdlHO8VP+VB7kX7GXfgDpmf77F5DPg2Ltk74dgcRw0q9Tq1ypFqUh/4A+DLa9cf+7pq872Em+89iQyum3UAAAi2SURBVINN5pn5/mQUmUs6gLdx1Lb4WfI0sGU+na94DAHuLMUyLnGscuoJI7jGREPGGG2wFxE5N3QBb+VYsblZdjpdNH2pZHGqp4HH5tP5iseQAq7Epd8nHJtt7BYip7nhjcDg2vWzfhzZOUnJosjc8ZvARWfgcYaA/5kcTj/fpXElKstx8aW5u+R0ZIE9xpj/epr3IyIirfcB4IJpvxIz0djGZ+phV4aTqRMaAP7ObthUP5VBnmPSwE3A4uTjpJB3HBjlWHmjn8qRTntks9OeOpYD9q1dz/8388M9tylZFJkDktLFf3sGHioGtuJKOwSuB87HbW7vwM1mzgQDfMAYM2SMWTFD9ykiImeQ2bjOA37jmDfwcFOMaV5cfnrkDqb53PRi4EnclgiBG4DVuFXdNo6s6tZ5qapU38/gdvVMywN+a+16htauZ8mMjfYcp2RRZG64CXeMw2yzuA6gY2fgsc4G7cB5uEAUcLIFQy8th0vORUTk7PNq3GSiYy3ERyUqKY7TPuUoxy5LjXD7FYsnP8RzT0TYjM0ZXhSbu3Dzuqd98l8OeOp072S+ULIoMjcM8eJm27NlO/BnwLwvQTXGFIBVuMjTfC2cyddEi7sA+NYM3qeIiJw5g1hCYpJX9AY0ahCfwrxiMyI07+vFtgN/YTdsqp7WaM8BPf/2e23DHFwRUm9jYl02ic0+M1AA1Pyf+Prp3tF8oWRRZA6w1m4D7pvlh4mBe4Ed6sgJuJ0mlzAzr4Mxbkb4n4D34spnCtbaNmvtz8/A/YuIyBlmN2zaSswXqOHSCy8A35/cvXQmxMCncWf2znvD6f31LG0XGbyZjM3fAN6N23ta2HwvbZvv5T0zcP/zgtE1o8jcYIzJ4WYXu2bpIcaBNdba/bN0/2cdY8xW4MLTvJshXJL418Bj1tozsUIsIiJnQOojb82H3ugOPDqOdDw97SrIFxkD1tgNmw7M6L2exdau5xngdPf7DzIRmx/ffO8Zqd46J2llUWSOsNZWgPtn8SG+Ahyaxfs/G42exvfGuLnm/cA3gSeUKIqInFsav/+lMj7/G4OrR2ngChnrydvpHLbk/CPubEWZMBOxeR/wz8ATShRPj1YWReYQY8wS4Blmritn0xBwpbV2eIbv96xmjMnggvTJnG1pgYPAHuAJ3KzlNmvt6V8yiIjInGM2rlsBPEGdFBHgVybOVfRzLmKfWmXqYeBKu2HT6SRH55y168nhJrdP9lpoPy42bwX+Bnhq870zkM7PczO7kC4ip+sQrlvp9Gc6nRoL/IYSxamstTVjzGrgBaaekDWdBvBJ4KPAoBJEEZF5YR9wgDQrsNZFAt8HAlejZzmVZDEGfk2J4lSb76Wydj0X4o75OpHYXMdN3P45MKgEcWZpZVFkjjHG/AzwcWYmYSwCHwb+RiWSx5acc/lV4DVMbYJeBn6M65x2n5JuEZH5x2xcdyvwCWAV1iYdTY17P90Zi8dXBH4f+LTdsEmx+RjWrsfDNadZy9TYXMLF5q8C92++97RKV+U4lCyKzEHGGB/4FPA2XAXAie4vruIa2WzGbezeDOzSCtiJMcYEwB24c7V2AY8CRWtto6UDExGRljMb1/m4ruI/y6nF5u/h9tE9COyyGzYpNp+AtetJ4WJzB64R4GNAcfO9KDafAUoWReaoZLXrOuA24EbgcqCAK8kwcKSZ9+Hk38O4PXSfAPqttaUWDFtEROScZTau84Brgdtxsfkypo/NQ7jVr1HcHrq/Avrthk2KzXJWUbIochYwxmSBHmApcDVuxWtF8vFW4HlcULJAWecoioiIzC6zcV0OF5vPA64EHgFW4mLzFmAnruQ0Bip2wybFZjnrKFkUERERERGRKXTOooiIiIiIiEyhozNEzlLJnsYFQMlaW271eEREROa7ZE9jL1CyGzYpNstZTyuLImcvH9e1s9DqgYiIiAjgrq27gFyLxyEyI5QsipylknMTd+K6oYqIiEiLJecm7sB1QxU566nBjYiIiIiIiEyhlUURERERERGZQsmiiIiIiIiITKFkUURERERERKZQsigiIiIiIiJTKFkUERERERGRKZQsioiIiIiIyBRKFkVERERERGQKJYsiIiIiIiIyhZJFERERERERmSJo9QBExDHGdAE1a22l1WMRERGZ7x5/nzFAJ1C7+tOKzTI/aWVRZA4wxvjAAqCrxUMRERERxwMW4hJGkXlJyaLI3FEBSq0ehIiIiBxRRrFZ5jEliyJzQx54NXCjMUbl4SIiIq1XAG4Bbnr8fcZv9WBEWkHJosjckAIyuFLUbIvHIiIiMu/9z6veFGzrWJru91K9Q15KsVnmJSWLInPDcuCVwCW4VUYRERFpoSXjAyuqcXzDnlTuwu+19eZaPR6RVlC5m8jc8LPAbcB3gPEWj0VERGTee93Oh9/agNsj+Nb5jUqx1eMRaQUliyItZozJA7+HW+nfA9RaOyIREZH57XvvTxWA306DKcCeQtyot3pMIq2gMlSR1nsA8AEDfMFaG7d4PCIiIvNaKg6/0QCv7GLz56/+tGKzzE9aWRRpveuT9w3g6VYORERERCCAq9qBBjSu/rR9vtXjEWkVrSyKtF6ztGW7tda2dCQiIiJCFkIPyMNzrR6LSCsZXZuKiIiIiIjI0bSyKCIiIiIiIlMoWRQREREREZEplCyKiIiIiIjIFEoWRUREREREZAoliyIiIiIiIjKFkkURERERERGZQsmiiIiIiIiITKFkUURERERERKZQsigiIiIiIiJTKFkUERERERGRKZQsioiIiIiIyBRKFkVERERERGQKJYsiIiIiIiIyhZJFERERERERmULJooiIiIiIiEyhZFFERERERESmULIoIiIiIiIiUyhZFBERERERkSmULIqIiIiIiMgUShZFRERERERkCiWLIiIiIiIiMoWSRREREREREZlCyaKIiIiIiIhMoWRRREREREREplCyKCIiIiIiIlP8/zsTciP/Vy4DAAAAAElFTkSuQmCC\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding_exag, y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The separation has improved quite a bit, but many clusters are still intertwined with others." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using a larger perplexity" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------------------------------------------------------------------\n", "TSNE(early_exaggeration=12, n_jobs=32, verbose=True)\n", "--------------------------------------------------------------------------------\n", "===> Running optimization with exaggeration=12.00, lr=108843.92 for 250 iterations...\n", "Iteration 50, KL divergence 5.9688, 50 iterations in 216.9035 sec\n", "Iteration 100, KL divergence 5.9218, 50 iterations in 218.9351 sec\n", "Iteration 150, KL divergence 5.8993, 50 iterations in 218.5032 sec\n", "Iteration 200, KL divergence 5.8900, 50 iterations in 223.6785 sec\n", "Iteration 250, KL divergence 5.8854, 50 iterations in 224.3249 sec\n", " --> Time elapsed: 1102.35 seconds\n", "===> Running optimization with exaggeration=1.00, lr=1306127.00 for 500 iterations...\n", "Iteration 50, KL divergence 3.8664, 50 iterations in 237.2816 sec\n", "Iteration 100, KL divergence 3.6473, 50 iterations in 226.6633 sec\n", "Iteration 150, KL divergence 3.5520, 50 iterations in 235.5178 sec\n", "Iteration 200, KL divergence 3.4979, 50 iterations in 231.3676 sec\n", "Iteration 250, KL divergence 3.4621, 50 iterations in 240.6245 sec\n", "Iteration 300, KL divergence 3.4373, 50 iterations in 255.3066 sec\n", "Iteration 350, KL divergence 3.4183, 50 iterations in 241.8503 sec\n", "Iteration 400, KL divergence 3.4035, 50 iterations in 248.7666 sec\n", "Iteration 450, KL divergence 3.3922, 50 iterations in 251.1434 sec\n", "Iteration 500, KL divergence 3.3823, 50 iterations in 272.1862 sec\n", " --> Time elapsed: 2440.72 seconds\n", "CPU times: user 1d 2h 32min 21s, sys: 10min 19s, total: 1d 2h 42min 40s\n", "Wall time: 59min 32s\n" ] } ], "source": [ "%%time\n", "embedding_aff500 = openTSNE.TSNE(\n", " n_jobs=32,\n", " verbose=True,\n", ").fit(affinities=aff500, initialization=init)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding_aff500, y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## ... with higher exaggeration" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------------------------------------------------------------------\n", "TSNE(early_exaggeration=12, exaggeration=4, n_jobs=32, verbose=True)\n", "--------------------------------------------------------------------------------\n", "===> Running optimization with exaggeration=12.00, lr=108843.92 for 250 iterations...\n", "Iteration 50, KL divergence 5.9688, 50 iterations in 215.2427 sec\n", "Iteration 100, KL divergence 5.9218, 50 iterations in 221.4924 sec\n", "Iteration 150, KL divergence 5.8993, 50 iterations in 218.4626 sec\n", "Iteration 200, KL divergence 5.8901, 50 iterations in 216.9501 sec\n", "Iteration 250, KL divergence 5.8855, 50 iterations in 217.3419 sec\n", " --> Time elapsed: 1089.49 seconds\n", "===> Running optimization with exaggeration=4.00, lr=326531.75 for 500 iterations...\n", "Iteration 50, KL divergence 5.0544, 50 iterations in 216.4466 sec\n", "Iteration 100, KL divergence 4.9857, 50 iterations in 214.6171 sec\n", "Iteration 150, KL divergence 4.9611, 50 iterations in 214.4493 sec\n", "Iteration 200, KL divergence 4.9495, 50 iterations in 213.1030 sec\n", "Iteration 250, KL divergence 4.9430, 50 iterations in 214.2775 sec\n", "Iteration 300, KL divergence 4.9384, 50 iterations in 214.3649 sec\n", "Iteration 350, KL divergence 4.9351, 50 iterations in 213.4982 sec\n", "Iteration 400, KL divergence 4.9327, 50 iterations in 213.9199 sec\n", "Iteration 450, KL divergence 4.9306, 50 iterations in 213.1906 sec\n", "Iteration 500, KL divergence 4.9288, 50 iterations in 212.4853 sec\n", " --> Time elapsed: 2140.36 seconds\n", "CPU times: user 1d 1h 28min 18s, sys: 9min 56s, total: 1d 1h 38min 15s\n", "Wall time: 54min 23s\n" ] } ], "source": [ "%%time\n", "embedding_aff500_exag4 = openTSNE.TSNE(\n", " exaggeration=4,\n", " n_jobs=32,\n", " verbose=True,\n", ").fit(affinities=aff500, initialization=init)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding_aff500_exag4, y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Initialize via downsampling\n", "\n", "We now perform the sample-transform trick we described above." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Create train/test split" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "np.random.seed(0)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "indices = np.random.permutation(list(range(x.shape[0])))\n", "reverse = np.argsort(indices)\n", "\n", "x_sample, x_rest = x[indices[:25000]], x[indices[25000:]]\n", "y_sample, y_rest = y[indices[:25000]], y[indices[25000:]]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Create sample embedding" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===> Finding 1500 nearest neighbors using Annoy approximate search using euclidean distance...\n", " --> Time elapsed: 15.41 seconds\n", "===> Calculating affinity matrix...\n", " --> Time elapsed: 6.54 seconds\n", "CPU times: user 3min 39s, sys: 4.97 s, total: 3min 44s\n", "Wall time: 21.9 s\n" ] } ], "source": [ "%%time\n", "sample_affinities = openTSNE.affinity.PerplexityBasedNN(\n", " x_sample,\n", " perplexity=500,\n", " n_jobs=32,\n", " random_state=0,\n", " verbose=True,\n", ")" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 5.35 s, sys: 657 ms, total: 6.01 s\n", "Wall time: 171 ms\n" ] } ], "source": [ "%time sample_init = openTSNE.initialization.pca(x_sample, random_state=42)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------------------------------------------------------------------\n", "TSNE(early_exaggeration=12, n_jobs=32, verbose=True)\n", "--------------------------------------------------------------------------------\n", "===> Running optimization with exaggeration=12.00, lr=2083.33 for 250 iterations...\n", "Iteration 50, KL divergence 3.0347, 50 iterations in 4.0133 sec\n", "Iteration 100, KL divergence 3.0733, 50 iterations in 3.9727 sec\n", "Iteration 150, KL divergence 3.0691, 50 iterations in 4.0981 sec\n", "Iteration 200, KL divergence 3.0690, 50 iterations in 3.9779 sec\n", "Iteration 250, KL divergence 3.0690, 50 iterations in 3.9779 sec\n", " --> Time elapsed: 20.04 seconds\n", "===> Running optimization with exaggeration=1.00, lr=25000.00 for 500 iterations...\n", "Iteration 50, KL divergence 1.1925, 50 iterations in 4.2847 sec\n", "Iteration 100, KL divergence 1.1550, 50 iterations in 4.4657 sec\n", "Iteration 150, KL divergence 1.1452, 50 iterations in 4.8737 sec\n", "Iteration 200, KL divergence 1.1407, 50 iterations in 5.5286 sec\n", "Iteration 250, KL divergence 1.1382, 50 iterations in 5.5675 sec\n", "Iteration 300, KL divergence 1.1366, 50 iterations in 5.9546 sec\n", "Iteration 350, KL divergence 1.1356, 50 iterations in 5.3339 sec\n", "Iteration 400, KL divergence 1.1349, 50 iterations in 5.9090 sec\n", "Iteration 450, KL divergence 1.1342, 50 iterations in 6.5074 sec\n", "Iteration 500, KL divergence 1.1339, 50 iterations in 5.7942 sec\n", " --> Time elapsed: 54.23 seconds\n", "CPU times: user 34min 13s, sys: 2min 15s, total: 36min 28s\n", "Wall time: 1min 14s\n" ] } ], "source": [ "%time sample_embedding = openTSNE.TSNE(n_jobs=32, verbose=True).fit(affinities=sample_affinities, initialization=sample_init)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(sample_embedding, y[indices[:25000]], alpha=0.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Learn the full embedding" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===> Finding 1 nearest neighbors in existing embedding using Annoy approximate search...\n", " --> Time elapsed: 174.82 seconds\n", "===> Calculating affinity matrix...\n", " --> Time elapsed: 0.67 seconds\n", "CPU times: user 4min 18s, sys: 32.3 s, total: 4min 51s\n", "Wall time: 2min 55s\n" ] } ], "source": [ "%time rest_init = sample_embedding.prepare_partial(x_rest, k=1, perplexity=1/3)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "init_full = np.vstack((sample_embedding, rest_init))[reverse]" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(init_full, y)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([1.00000000e-04, 1.06471542e-04])" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "init_full = init_full / (np.std(init_full[:, 0]) * 10000)\n", "np.std(init_full, axis=0)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "embedding = openTSNE.TSNEEmbedding(\n", " init_full,\n", " aff50,\n", " n_jobs=32,\n", " verbose=True,\n", " random_state=42,\n", ")" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===> Running optimization with exaggeration=12.00, lr=108843.92 for 500 iterations...\n", "Iteration 50, KL divergence 7.9326, 50 iterations in 48.9843 sec\n", "Iteration 100, KL divergence 7.8311, 50 iterations in 51.0335 sec\n", "Iteration 150, KL divergence 7.7772, 50 iterations in 51.2970 sec\n", "Iteration 200, KL divergence 7.7543, 50 iterations in 51.3436 sec\n", "Iteration 250, KL divergence 7.7423, 50 iterations in 51.4951 sec\n", "Iteration 300, KL divergence 7.7350, 50 iterations in 51.2477 sec\n", "Iteration 350, KL divergence 7.7299, 50 iterations in 51.5019 sec\n", "Iteration 400, KL divergence 7.7263, 50 iterations in 51.7564 sec\n", "Iteration 450, KL divergence 7.7237, 50 iterations in 51.6552 sec\n", "Iteration 500, KL divergence 7.7216, 50 iterations in 51.2847 sec\n", " --> Time elapsed: 511.60 seconds\n", "CPU times: user 2h 22min 35s, sys: 6min 28s, total: 2h 29min 4s\n", "Wall time: 8min 34s\n" ] } ], "source": [ "%time embedding1 = embedding.optimize(n_iter=500, exaggeration=12)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding1, y)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===> Running optimization with exaggeration=4.00, lr=326531.75 for 250 iterations...\n", "Iteration 50, KL divergence 6.9325, 50 iterations in 55.0011 sec\n", "Iteration 100, KL divergence 6.8182, 50 iterations in 54.9294 sec\n", "Iteration 150, KL divergence 6.7678, 50 iterations in 54.4471 sec\n", "Iteration 200, KL divergence 6.7398, 50 iterations in 54.4368 sec\n", "Iteration 250, KL divergence 6.7219, 50 iterations in 53.8917 sec\n", " --> Time elapsed: 272.71 seconds\n", "CPU times: user 1h 13min 35s, sys: 3min 14s, total: 1h 16min 49s\n", "Wall time: 4min 34s\n" ] } ], "source": [ "%time embedding2 = embedding1.optimize(n_iter=250, exaggeration=4)" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding2, y)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===> Running optimization with exaggeration=4.00, lr=326531.75 for 250 iterations...\n", "Iteration 50, KL divergence 6.7076, 50 iterations in 51.7026 sec\n", "Iteration 100, KL divergence 6.6960, 50 iterations in 51.7740 sec\n", "Iteration 150, KL divergence 6.6850, 50 iterations in 51.9709 sec\n", "Iteration 200, KL divergence 6.6749, 50 iterations in 51.9325 sec\n", "Iteration 250, KL divergence 6.6667, 50 iterations in 51.3449 sec\n", " --> Time elapsed: 258.73 seconds\n", "CPU times: user 1h 9min 44s, sys: 3min 14s, total: 1h 12min 58s\n", "Wall time: 4min 20s\n" ] } ], "source": [ "%time embedding3 = embedding2.optimize(n_iter=250, exaggeration=4)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding3, y)" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===> Running optimization with exaggeration=4.00, lr=326531.75 for 250 iterations...\n", "Iteration 50, KL divergence 6.6604, 50 iterations in 51.5464 sec\n", "Iteration 100, KL divergence 6.6554, 50 iterations in 51.8160 sec\n", "Iteration 150, KL divergence 6.6514, 50 iterations in 51.7537 sec\n", "Iteration 200, KL divergence 6.6484, 50 iterations in 51.8397 sec\n", "Iteration 250, KL divergence 6.6455, 50 iterations in 51.6008 sec\n", " --> Time elapsed: 258.56 seconds\n", "CPU times: user 1h 11min 20s, sys: 3min 14s, total: 1h 14min 35s\n", "Wall time: 4min 20s\n" ] } ], "source": [ "%time embedding4 = embedding3.optimize(n_iter=250, exaggeration=4)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding4, y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Comparison to UMAP" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/ppolicar/miniconda3/envs/tsne/lib/python3.10/site-packages/umap/distances.py:1063: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\n", " @numba.jit()\n", "/home/ppolicar/miniconda3/envs/tsne/lib/python3.10/site-packages/umap/distances.py:1071: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\n", " @numba.jit()\n", "/home/ppolicar/miniconda3/envs/tsne/lib/python3.10/site-packages/umap/distances.py:1086: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\n", " @numba.jit()\n", "/home/ppolicar/miniconda3/envs/tsne/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", " from .autonotebook import tqdm as notebook_tqdm\n", "/home/ppolicar/miniconda3/envs/tsne/lib/python3.10/site-packages/umap/umap_.py:660: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.\n", " @numba.jit()\n" ] } ], "source": [ "from umap import UMAP" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "umap = UMAP(n_neighbors=15, min_dist=0.1, random_state=1)" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "OMP: Info #276: omp_set_nested routine deprecated, please use omp_set_max_active_levels instead.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 9h 39min 56s, sys: 1h 17min 49s, total: 10h 57min 45s\n", "Wall time: 1h 21min 7s\n" ] } ], "source": [ "%time embedding_umap = umap.fit_transform(x)" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding_umap, y)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.0" } }, "nbformat": 4, "nbformat_minor": 4 } openTSNE-1.0.2/examples/05_animation.ipynb000066400000000000000000000165041465662743300203370ustar00rootroot00000000000000{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# t-SNE Animations\n", "\n", "*openTSNE* includes a callback system, with can be triggered every *n* iterations and can also be used to control optimization and when to stop.\n", "\n", "In this notebook, we'll look at an example and use callbacks to generate an animation of the optimization. In practice, this serves no real purpose other than being fun to look at." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import openTSNE\n", "from examples import utils\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.animation as animation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load data\n", "\n", "The preprocessed data set can be downloaded from http://file.biolab.si/opentsne/benchmark/macosko_2015.pkl.gz." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import gzip\n", "import pickle\n", "\n", "with gzip.open(\"data/macosko_2015.pkl.gz\", \"rb\") as f:\n", " data = pickle.load(f)\n", "\n", "x = data[\"pca_50\"]\n", "y = data[\"CellType1\"].astype(str)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data set contains 44808 samples with 50 features\n" ] } ], "source": [ "print(\"Data set contains %d samples with %d features\" % x.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We pass a callback that will take the current embedding, make a copy (this is important because the embedding is changed inplace during optimization) and add it to a list. We can also specify how often the callbacks should be called. In this instance, we'll call it at every iteration." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "embeddings = []\n", "\n", "tsne = openTSNE.TSNE(\n", " perplexity=50, metric=\"cosine\", n_jobs=32, verbose=True,\n", " # The embedding will be appended to the list we defined above, make sure we copy the\n", " # embedding, otherwise the same object reference will be stored for every iteration\n", " callbacks=lambda it, err, emb: embeddings.append(np.array(emb)),\n", " # This should be done on every iteration\n", " callbacks_every_iters=1,\n", ")" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------------------------------------------------------------------\n", "TSNE(callbacks= at 0x7f61b025da60>, callbacks_every_iters=1,\n", " early_exaggeration=12, metric='cosine', n_jobs=32, perplexity=50,\n", " verbose=True)\n", "--------------------------------------------------------------------------------\n", "===> Finding 150 nearest neighbors using Annoy approximate search using cosine distance...\n", " --> Time elapsed: 15.90 seconds\n", "===> Calculating affinity matrix...\n", " --> Time elapsed: 1.29 seconds\n", "===> Calculating PCA-based initialization...\n", " --> Time elapsed: 0.29 seconds\n", "===> Running optimization with exaggeration=12.00, lr=3734.00 for 250 iterations...\n", "Iteration 50, KL divergence 5.0623, 50 iterations in 5.0761 sec\n", "Iteration 100, KL divergence 4.9120, 50 iterations in 5.1648 sec\n", "Iteration 150, KL divergence 4.8728, 50 iterations in 5.1445 sec\n", "Iteration 200, KL divergence 4.8556, 50 iterations in 5.1387 sec\n", "Iteration 250, KL divergence 4.8436, 50 iterations in 5.1009 sec\n", " --> Time elapsed: 25.63 seconds\n", "===> Running optimization with exaggeration=1.00, lr=44808.00 for 500 iterations...\n", "Iteration 50, KL divergence 2.9395, 50 iterations in 5.1579 sec\n", "Iteration 100, KL divergence 2.7535, 50 iterations in 6.3857 sec\n", "Iteration 150, KL divergence 2.6724, 50 iterations in 8.0214 sec\n", "Iteration 200, KL divergence 2.6245, 50 iterations in 9.6104 sec\n", "Iteration 250, KL divergence 2.5928, 50 iterations in 12.0700 sec\n", "Iteration 300, KL divergence 2.5686, 50 iterations in 13.6955 sec\n", "Iteration 350, KL divergence 2.5505, 50 iterations in 14.5318 sec\n", "Iteration 400, KL divergence 2.5363, 50 iterations in 15.3540 sec\n", "Iteration 450, KL divergence 2.5240, 50 iterations in 17.1487 sec\n", "Iteration 500, KL divergence 2.5143, 50 iterations in 18.1806 sec\n", " --> Time elapsed: 120.16 seconds\n", "CPU times: user 7min 34s, sys: 13.2 s, total: 7min 47s\n", "Wall time: 2min 48s\n" ] } ], "source": [ "%time tsne_embedding = tsne.fit(x)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we have all the iterations in our list, we need to create the animation. We do this here using matplotlib, which is relatively straightforward. Generating the animation can take a long time, so we will save it as a mp4 video file so we can come back to it whenever we want, without having to wait again. Please make sure that `ffmpeg` is installed on your system before running this command." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 12min 28s, sys: 3.3 s, total: 12min 31s\n", "Wall time: 12min 32s\n" ] } ], "source": [ "%%time\n", "fig, ax = plt.subplots(figsize=(7, 7))\n", "ax.set_xticks([]), ax.set_yticks([])\n", "\n", "colors = list(map(utils.MACOSKO_COLORS.get, y))\n", "pathcol = ax.scatter(embeddings[0][:, 0], embeddings[0][:, 1], c=colors, s=1, rasterized=True)\n", "\n", "def update(embedding, ax, pathcol):\n", " # Update point positions\n", " pathcol.set_offsets(embedding)\n", " \n", " # Adjust x/y limits so all the points are visible\n", " ax.set_xlim(np.min(embedding[:, 0]), np.max(embedding[:, 0]))\n", " ax.set_ylim(np.min(embedding[:, 1]), np.max(embedding[:, 1]))\n", " \n", " return [pathcol]\n", "\n", "anim = animation.FuncAnimation(\n", " fig, update, fargs=(ax, pathcol), interval=20,\n", " frames=embeddings, blit=True,\n", ")\n", "\n", "anim.save(\"macosko.mp4\", dpi=150, writer=\"ffmpeg\")\n", "plt.close()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 4 } openTSNE-1.0.2/examples/__init__.py000066400000000000000000000000001465662743300171020ustar00rootroot00000000000000openTSNE-1.0.2/examples/data/000077500000000000000000000000001465662743300157145ustar00rootroot00000000000000openTSNE-1.0.2/examples/data/.gitignore000066400000000000000000000000161465662743300177010ustar00rootroot00000000000000* !.gitignore openTSNE-1.0.2/examples/docs/000077500000000000000000000000001465662743300157335ustar00rootroot00000000000000openTSNE-1.0.2/examples/docs/.gitignore000066400000000000000000000000261465662743300177210ustar00rootroot00000000000000* !.gitignore !*.ipynbopenTSNE-1.0.2/examples/docs/figures.ipynb000066400000000000000000003406401465662743300204510ustar00rootroot00000000000000{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "np.random.seed(5)\n", "points = np.vstack((np.random.normal([-10, 0], 1, (30, 2)), np.random.normal([10, 0], 1, (30, 2))))\n", "\n", "_, ax = plt.subplots(figsize=(8, 4))\n", "ax.scatter(points[:, 0], points[:, 1], s=10)\n", "ax.set_ylim([-5, 5])\n", "ax.set_xticks([]), ax.set_yticks([]), ax.axis('off')\n", "ax.text(-10, -3.5, \"A\", fontsize=14)\n", "ax.text(10, -3.5, \"B\", fontsize=14)\n", "\n", "x = points[6]\n", "ax.text(x[0] - 0.9, x[1] - 0.14, \"$\\\\mathbf{x}$\", fontsize=14)\n", "ax.scatter(x[0], x[1], s=30, c=\"r\")\n", "\n", "y = points[41]\n", "ax.scatter(y[0], y[1], s=30, c=\"r\")\n", "ax.text(y[0] + 0.4, y[1] - 0.14, \"$\\\\mathbf{y}$\", fontsize=14)\n", "\n", "z = points[38]\n", "ax.scatter(z[0], z[1], s=30, c=\"r\")\n", "ax.text(z[0] + 0.4, z[1] - 0.14, \"$\\\\mathbf{z}$\", fontsize=14)\n", "\n", "plt.plot([x[0], y[0]], [x[1], y[1]], \"r\", linestyle=\"dashed\")\n", "plt.plot([x[0], z[0]], [x[1], z[1]], \"r\", linestyle=\"dashed\")\n", "\n", "plt.savefig(\"two_clusters.png\", dpi=80, rasterize=True, transparent=True)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pyximport; pyximport.install()\n", "from tests import quad_tree_debug\n", "from openTSNE.quad_tree import QuadTree\n", "\n", "tree = QuadTree(points)\n", "quad_tree_debug.plot_tree(tree, points)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "n_boxes = 5\n", "n_points = 3\n", "\n", "xs = np.linspace(-13, 13, n_boxes * n_points)\n", "ys = np.linspace(-13, 13, n_boxes * n_points)\n", "xv, yv = np.meshgrid(xs, ys)\n", "\n", "diff = (xs[1] - xs[0]) / 2\n", "\n", "_, ax = plt.subplots(figsize=(8, 8))\n", "ax.scatter(xv.ravel(), yv.ravel(), c=\"r\", s=1)\n", "\n", "xs1 = np.linspace(-13 - diff, 13 + diff, n_boxes + 1)\n", "ys1 = np.linspace(-13 - diff, 13 + diff, n_boxes + 1)\n", "\n", "ax.set_ylim(-13.1 - diff, 13.1 + diff)\n", "ax.set_xlim(-13.1 - diff, 13.1 + diff)\n", "\n", "for y in ys1:\n", " ax.plot([-13.1 - diff, 13.1 + diff], [y, y], \"k\", linestyle=\"dashed\", linewidth=1)\n", "\n", "for x in xs1:\n", " ax.plot([x, x], [-13.1 - diff, 13.1 + diff], \"k\", linestyle=\"dashed\", linewidth=1)\n", " \n", "ax.scatter(points[:, 0], points[:, 1], s=20)\n", "\n", "ax.set_xticks([]), ax.set_yticks([]), ax.axis('off')\n", "\n", "plt.savefig(\"interpolation_grid.png\", dpi=80, rasterize=True, transparent=True)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "225" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(xv.ravel())" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from scipy.interpolate import lagrange\n", "\n", "def cauchy(x):\n", " return np.array(1 + x ** 2, dtype=float) ** -1\n", "\n", "x_ = np.linspace(-1.5, 1.5, 100)\n", "\n", "_, ax = plt.subplots(nrows=1, ncols=3, figsize=(8, 2))\n", "\n", "ax[0].set_title(\"True function\")\n", "ax[0].plot(x_, cauchy(x_))\n", "\n", "x = np.linspace(-1, 1, 3)\n", "y = cauchy(x)\n", "poly = lagrange(x, y)\n", "ax[1].set_title(\"3 interpolation points\")\n", "ax[1].scatter(x, y, c=\"r\", s=30)\n", "ax[1].plot(x_, poly(x_))\n", "\n", "x = np.linspace(-1, 1, 5)\n", "y = cauchy(x)\n", "poly = lagrange(x, y)\n", "ax[2].set_title(\"5 interpolation points\")\n", "ax[2].scatter(x, y, c=\"r\", s=30)\n", "ax[2].plot(x_, poly(x_))\n", "\n", "for i in range(3):\n", " ax[i].set_xticks([]), ax[i].set_yticks([]), ax[i].axis('off')\n", "\n", "plt.savefig(\"runge.png\", dpi=80, rasterize=True, transparent=True)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from mpl_toolkits.mplot3d import Axes3D\n", "\n", "np.random.seed(1)\n", "\n", "centers = np.array([\n", " [np.sqrt(8 / 9), 0, -1 / 3],\n", " [-np.sqrt(2 / 9), np.sqrt(2 / 3), -1 / 3],\n", " [-np.sqrt(2 / 9), -np.sqrt(2 / 3), -1 / 3],\n", " [0, 0, 1],\n", "])\n", "\n", "coords = np.vstack((np.random.normal(c, 0.1, (40, 3)) for c in centers))\n", "\n", "fig = plt.figure(figsize=(12, 12))\n", "ax = fig.add_subplot(111, projection='3d')\n", "\n", "ax.scatter(coords[:, 0], coords[:, 1], coords[:, 2])\n", "ax.scatter(centers[:, 0], centers[:, 1], centers[:, 2], c=\"r\", alpha=1, s=60)\n", "ax.plot(centers[[0, 1], 0], centers[[0, 1], 1], centers[[0, 1], 2], \"k\", linestyle=\"solid\")\n", "ax.plot(centers[[0, 2], 0], centers[[0, 2], 1], centers[[0, 2], 2], \"k\", linestyle=\"solid\")\n", "ax.plot(centers[[0, 3], 0], centers[[0, 3], 1], centers[[0, 3], 2], \"k\", linestyle=\"solid\")\n", "ax.plot(centers[[1, 2], 0], centers[[1, 2], 1], centers[[1, 2], 2], \"k\", linestyle=\"dashed\")\n", "ax.plot(centers[[1, 3], 0], centers[[1, 3], 1], centers[[1, 3], 2], \"k\", linestyle=\"solid\")\n", "ax.plot(centers[[2, 3], 0], centers[[2, 3], 1], centers[[2, 3], 2], \"k\", linestyle=\"solid\")\n", "\n", "ax.set_xticks([]), ax.set_yticks([]), ax.axis('off')\n", "\n", "ax.view_init(20, 0)\n", "\n", "plt.savefig(\"tetrahedron.png\", dpi=80, rasterize=True, transparent=True)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_, ax = plt.subplots(figsize=(8, 8))\n", "ax.scatter(coords[:, 0], coords[:, 1], s=10)\n", "\n", "ax.set_xticks([]), ax.set_yticks([]), ax.axis('off')\n", "\n", "plt.savefig(\"tetrahedron_2d.png\", dpi=80, rasterize=True, transparent=True)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from openTSNE import TSNE\n", "\n", "embedding = TSNE(neighbors=\"exact\", negative_gradient_method=\"bh\").fit(coords)\n", "\n", "_, ax = plt.subplots(figsize=(8, 8))\n", "ax.scatter(embedding[:, 0], embedding[:, 1], s=10)\n", "\n", "ax.set_xticks([]), ax.set_yticks([]), ax.axis('off')\n", "\n", "plt.savefig(\"tetrahedron_tsne.png\", dpi=80, rasterize=True, transparent=True)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.7" } }, "nbformat": 4, "nbformat_minor": 2 } openTSNE-1.0.2/examples/figures/000077500000000000000000000000001465662743300164475ustar00rootroot00000000000000openTSNE-1.0.2/examples/figures/.gitignore000066400000000000000000000000271465662743300204360ustar00rootroot00000000000000* !.gitignore !*.ipynb openTSNE-1.0.2/examples/figures/figures_10x.ipynb000066400000000000000000122363221465662743300216610ustar00rootroot00000000000000{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from fastTSNE import TSNE, TSNEEmbedding\n", "from fastTSNE.callbacks import ErrorLogger\n", "from fastTSNE import affinity, initialization\n", "\n", "from examples import utils\n", "\n", "import numpy as np\n", "import scipy.sparse as sp\n", "from sklearn.decomposition import PCA\n", "from sklearn.model_selection import train_test_split\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import gzip\n", "import pickle\n", "\n", "with gzip.open(\"../data/10x_mouse_zheng.pkl.gz\", \"rb\") as f:\n", " data = pickle.load(f)\n", "\n", "x = data[\"pca_50\"]\n", "y = data[\"CellType1\"]" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data set contains 1306127 samples with 50 features\n" ] } ], "source": [ "print(\"Data set contains %d samples with %d features\" % x.shape)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def plot(x, y, **kwargs):\n", " utils.plot(\n", " x,\n", " y,\n", " colors=utils.MOUSE_10X_COLORS,\n", " alpha=kwargs.pop(\"alpha\", 0.1),\n", " draw_legend=False,\n", " **kwargs,\n", " )" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def rotate(degrees):\n", " phi = degrees * np.pi / 180\n", " return np.array([\n", " [np.cos(phi), -np.sin(phi)],\n", " [np.sin(phi), np.cos(phi)],\n", " ])" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(x, y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Precompute the full affinities." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 38min 39s, sys: 13.6 s, total: 38min 52s\n", "Wall time: 24min 56s\n" ] } ], "source": [ "%%time\n", "affinities = affinity.PerplexityBasedNN(\n", " x,\n", " perplexity=30,\n", " n_jobs=8,\n", " random_state=0,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create train/test split" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "np.random.seed(0)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "indices = np.random.permutation(list(range(x.shape[0])))\n", "reverse = np.argsort(indices)\n", "\n", "x_sample, x_rest = x[indices[:25000]], x[indices[25000:]]\n", "y_sample, y_rest = y[indices[:25000]], y[indices[25000:]]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Make sample embedding" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 5min 5s, sys: 1.5 s, total: 5min 6s\n", "Wall time: 1min 20s\n" ] } ], "source": [ "%%time\n", "sample_affinities = affinity.PerplexityBasedNN(\n", " x_sample,\n", " perplexity=500,\n", " method=\"approx\",\n", " n_jobs=8,\n", " random_state=0,\n", ")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 216 ms, sys: 24 ms, total: 240 ms\n", "Wall time: 39.9 ms\n" ] } ], "source": [ "%time sample_init = initialization.pca(x_sample, random_state=42)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "sample_embedding = TSNEEmbedding(\n", " sample_init,\n", " sample_affinities,\n", " negative_gradient_method=\"fft\",\n", " n_jobs=8,\n", " callbacks=ErrorLogger(),\n", ")" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 3.1707, 50 iterations in 5.8968 sec\n", "Iteration 100, KL divergence 3.0522, 50 iterations in 6.0476 sec\n", "Iteration 150, KL divergence 3.0464, 50 iterations in 5.8998 sec\n", "Iteration 200, KL divergence 3.0449, 50 iterations in 5.9616 sec\n", "Iteration 250, KL divergence 3.0443, 50 iterations in 6.2344 sec\n", "CPU times: user 4min 2s, sys: 760 ms, total: 4min 3s\n", "Wall time: 30.5 s\n" ] } ], "source": [ "%time sample_embedding1 = sample_embedding.optimize(n_iter=250, exaggeration=12, momentum=0.5)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(sample_embedding1, y[indices[:25000]], alpha=0.5)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 1.5281, 50 iterations in 6.1395 sec\n", "Iteration 100, KL divergence 1.3389, 50 iterations in 6.0844 sec\n", "Iteration 150, KL divergence 1.2583, 50 iterations in 6.3079 sec\n", "Iteration 200, KL divergence 1.2150, 50 iterations in 6.4004 sec\n", "Iteration 250, KL divergence 1.1948, 50 iterations in 6.5539 sec\n", "Iteration 300, KL divergence 1.1771, 50 iterations in 6.4223 sec\n", "Iteration 350, KL divergence 1.1670, 50 iterations in 6.3885 sec\n", "Iteration 400, KL divergence 1.1595, 50 iterations in 6.5070 sec\n", "Iteration 450, KL divergence 1.1536, 50 iterations in 6.5603 sec\n", "Iteration 500, KL divergence 1.1494, 50 iterations in 7.0096 sec\n", "Iteration 550, KL divergence 1.1456, 50 iterations in 7.1817 sec\n", "Iteration 600, KL divergence 1.1432, 50 iterations in 7.6505 sec\n", "Iteration 650, KL divergence 1.1411, 50 iterations in 6.5691 sec\n", "Iteration 700, KL divergence 1.1397, 50 iterations in 6.7194 sec\n", "Iteration 750, KL divergence 1.1383, 50 iterations in 6.6007 sec\n", "CPU times: user 13min 9s, sys: 5.99 s, total: 13min 15s\n", "Wall time: 1min 39s\n" ] } ], "source": [ "%time sample_embedding2 = sample_embedding1.optimize(n_iter=750, exaggeration=1, momentum=0.8)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(sample_embedding2, y[indices[:25000]], alpha=0.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Learn the full embedding" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 48.7 s, sys: 268 ms, total: 48.9 s\n", "Wall time: 35.5 s\n" ] } ], "source": [ "%time rest_init = sample_embedding2.prepare_partial(x_rest, k=1, perplexity=1/3)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "init_full = np.vstack((sample_embedding2, rest_init))[reverse]" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(11, 10))\n", "plot(init_full, y, ax=ax)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0.0001 , 0.00011403])" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "init_full = init_full / (np.std(init_full[:, 0]) * 10000)\n", "np.std(init_full, axis=0)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "embedding = TSNEEmbedding(\n", " init_full,\n", " affinities,\n", " learning_rate=1000,\n", " negative_gradient_method=\"fft\",\n", " n_jobs=8,\n", " callbacks=ErrorLogger(),\n", " random_state=42,\n", ")" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 10.2843, 50 iterations in 56.9785 sec\n", "Iteration 100, KL divergence 10.2803, 50 iterations in 56.5474 sec\n", "Iteration 150, KL divergence 9.3190, 50 iterations in 57.3148 sec\n", "Iteration 200, KL divergence 8.7463, 50 iterations in 57.1166 sec\n", "Iteration 250, KL divergence 8.5086, 50 iterations in 57.1942 sec\n", "Iteration 300, KL divergence 8.3858, 50 iterations in 56.8681 sec\n", "Iteration 350, KL divergence 8.3118, 50 iterations in 57.3070 sec\n", "Iteration 400, KL divergence 8.2644, 50 iterations in 56.9948 sec\n", "Iteration 450, KL divergence 8.2318, 50 iterations in 56.6485 sec\n", "Iteration 500, KL divergence 8.2095, 50 iterations in 56.6715 sec\n", "CPU times: user 1h 13min 12s, sys: 1min 4s, total: 1h 14min 17s\n", "Wall time: 9min 32s\n" ] } ], "source": [ "%time embedding1 = embedding.optimize(n_iter=500, exaggeration=12, momentum=0.5)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(11, 10))\n", "plot(embedding1 @ rotate(90), y, ax=ax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### No exaggeration" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 7.4090, 50 iterations in 56.1328 sec\n", "Iteration 100, KL divergence 7.0913, 50 iterations in 56.1467 sec\n", "Iteration 150, KL divergence 6.8774, 50 iterations in 56.8166 sec\n", "Iteration 200, KL divergence 6.7154, 50 iterations in 58.3645 sec\n", "Iteration 250, KL divergence 6.5846, 50 iterations in 59.4526 sec\n", "Iteration 300, KL divergence 6.4756, 50 iterations in 59.7037 sec\n", "Iteration 350, KL divergence 6.3825, 50 iterations in 60.7804 sec\n", "Iteration 400, KL divergence 6.3017, 50 iterations in 61.0211 sec\n", "Iteration 450, KL divergence 6.2302, 50 iterations in 60.4779 sec\n", "Iteration 500, KL divergence 6.1663, 50 iterations in 61.2701 sec\n", "Iteration 550, KL divergence 6.1089, 50 iterations in 61.9637 sec\n", "Iteration 600, KL divergence 6.0568, 50 iterations in 61.3257 sec\n", "Iteration 650, KL divergence 6.0090, 50 iterations in 61.6352 sec\n", "Iteration 700, KL divergence 5.9651, 50 iterations in 61.6618 sec\n", "Iteration 750, KL divergence 5.9246, 50 iterations in 62.9434 sec\n", "CPU times: user 1h 49min 46s, sys: 1min 35s, total: 1h 51min 22s\n", "Wall time: 15min 2s\n" ] } ], "source": [ "%time embedding2 = embedding1.optimize(n_iter=750, exaggeration=1, momentum=0.8)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(11, 10))\n", "plot(embedding2 @ rotate(90), y, ax=ax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### With exaggeration" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 7.6484, 50 iterations in 57.5835 sec\n", "Iteration 100, KL divergence 7.4664, 50 iterations in 57.1662 sec\n", "Iteration 150, KL divergence 7.3579, 50 iterations in 57.2441 sec\n", "Iteration 200, KL divergence 7.2860, 50 iterations in 57.1173 sec\n", "Iteration 250, KL divergence 7.2353, 50 iterations in 57.3436 sec\n", "Iteration 300, KL divergence 7.1975, 50 iterations in 56.7744 sec\n", "Iteration 350, KL divergence 7.1688, 50 iterations in 56.4604 sec\n", "Iteration 400, KL divergence 7.1451, 50 iterations in 56.8742 sec\n", "Iteration 450, KL divergence 7.1263, 50 iterations in 56.7128 sec\n", "Iteration 500, KL divergence 7.1102, 50 iterations in 57.2065 sec\n", "Iteration 550, KL divergence 7.0969, 50 iterations in 57.4542 sec\n", "Iteration 600, KL divergence 7.0852, 50 iterations in 58.1009 sec\n", "Iteration 650, KL divergence 7.0744, 50 iterations in 58.1829 sec\n", "Iteration 700, KL divergence 7.0653, 50 iterations in 58.5190 sec\n", "Iteration 750, KL divergence 7.0565, 50 iterations in 58.2187 sec\n", "CPU times: user 1h 50min 3s, sys: 1min 34s, total: 1h 51min 38s\n", "Wall time: 14min 23s\n" ] } ], "source": [ "%time embedding3 = embedding1.optimize(n_iter=750, exaggeration=4, momentum=0.8)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(11, 10))\n", "plot(embedding3 @ rotate(90), y, ax=ax)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(12, 6))\n", "\n", "plot(embedding2 @ rotate(90), y, title=\"No exaggeration\", ax=ax[0])\n", "plot(embedding3 @ rotate(90), y, title=\"Exaggeration 4\", ax=ax[1])\n", "\n", "plt.tight_layout()\n", "plt.text(0, 1.02, \"a\", transform=ax[0].transAxes, fontsize=15, fontweight=\"bold\")\n", "plt.text(0, 1.02, \"b\", transform=ax[1].transAxes, fontsize=15, fontweight=\"bold\")\n", "\n", "plt.savefig(\"10x_exaggeration.png\", dpi=100, transparent=True)\n", "plt.savefig(\"10x_exaggeration.pdf\", dpi=600, transparent=True)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 2 } openTSNE-1.0.2/examples/figures/figures_macosko.ipynb000066400000000000000000074730211465662743300227100ustar00rootroot00000000000000{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from os import path\n", "\n", "import openTSNE\n", "import openTSNE.callbacks\n", "\n", "from examples import utils\n", "\n", "import numpy as np\n", "import scipy.sparse as sp\n", "from sklearn.decomposition import PCA\n", "from sklearn.model_selection import train_test_split\n", "\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import gzip\n", "import pickle\n", "\n", "with gzip.open(path.join(\"..\", \"data\", \"macosko_2015.pkl.gz\"), \"rb\") as f:\n", " data = pickle.load(f)\n", "\n", "x = data[\"pca_50\"]\n", "y, cluster_ids = data[\"CellType1\"], data[\"CellType2\"]" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data set contains 44808 samples with 50 features\n" ] } ], "source": [ "print(\"Data set contains %d samples with %d features\" % x.shape)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "N_THREADS = 4" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def plot(x, y, **kwargs):\n", " utils.plot(x, y, colors=utils.MACOSKO_COLORS, **kwargs)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "def rotate(degrees):\n", " phi = degrees * np.pi / 180\n", " return np.array([\n", " [np.cos(phi), -np.sin(phi)],\n", " [np.sin(phi), np.cos(phi)],\n", " ])" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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wb0RcL+lK4KqIuCzv51rgxIh4SNIbSbt1HAScCkyPiMclbVbnex/UnIyZDV0nA7tVVDobuKGeNWT5puJX9nhkZgPXpAlsParWiQlsPWoBiybWOtdJRwHfz1//Kv/5SuD8fGPt39XYlLvVoxFxS/56GnBdRCwGkHQxsB+wBrghIhYARMQz+fXnA1eQkrHjgJ+1bTwftXsTae/L1sMb5H/fBFwg6TfUv1H6oOZkzGzoWgxsRdo8+APA460n8ur8hwPPlSO7tpDozAam+QtYtAxoansiP/5wPY1K2pw0yrSLpACGAwF8jpRIvYOU8HwvIn5Ro4ll9fQLEBGPSXpS0kHAXqRRsraGAc+1jsa1uf/EfKTsHcCdkvaIiCX1xjMYec2Y2QBTUWlCRaWD82nGupUj+xHwIeAbwBNtTjfk547sTh9mQ9DMhTy1urlNztXMwyxkcQv1jwwdAVwYEa+LiPERsR2wgJSIPRkR5wLnAW/Ir1+dj5bVchuwv6Qt8qnNo4DrSSVr9pM0AV5OAFudB1wEXBoRa/JjLwIbA0TEC8ACSe/N75Wk3fLXkyLi1og4lfQlcLs6fweDlkfGzAaeD5LWicyjmwvxy5E9TI1v6uXIVufFXV1h36wLImKFpOmXMHvWOMY25FOTyxayuGU1LdO7Ud7iKNI6r2qXAxcAyyStBpaSvkQB/B8wR9JdwJfbxLhI0knAX0jbol0dEVcASDoemJk/cfkUcGh+25Wk6cnqKcpfAedK+jQpWTwG+JGkk4HG/Py9pEX+2+d9XZsfsyquM2Y2wFRUGkcqTXFzR+u8KiqNAXYAbvWekWZ9p6rO2ETSF54eqTNWFEl7AmdGxL5FxzIYeWTMbIApR7aQzo+IHU36xnoC4K2LzPpIRCyn/qcm+5V8FO3j1F4rZj3AyZjZ4HYF8Ch5OQszs66KiG+T6glaL/E0pZmZmVmB/DSlmZmZWYGcjJmZmZkVyMmYmZmZWYGcjJmZmfUwSSMlHS3plPzvujcIr2pzTb4p9735Zt5vyo9vI+mybrS7tLuxdaGv8ZKa89cHSLqqr/ruz/w0pVk/UlFpZ+BY4KxyZG2r4pvZACBpmthw1gimNm7IHqNWcOeyVTRnkqZHxO3daHp51ebf04FvAftHxBOkEja9TmnjSUWE6xb2II+MmfUvrwN2A8YWHYiZdZ2kkWLDWWOpjN6aC5tG8xltzYVNY6mMFhvO6okRstwmwLN5n9WjTR+WdIWk6yQ9JOkrVbF9VlJz/uczNWJvknRtPuo2V9K7q9qfJ+kXQDNttjOSNE3SzfmI3W2SNpY0XNIZkm6XNEfSCe29GUn756N+90i6W9LG3f4NDSAeGTPrX/5IqpbvTXTNBqYZI5jauBEHv+LgRhzMCKY2rOSOw6m/GOxISfcAGwJbkzYOr2UvYCrwEnC7pKtJm4p/BHgjaVuiWyVdHxF3V923ApgRES9I2gK4RdKV+bntgWMj4pbqjiSNAH4NHBkRt0vaBFgOfBR4PiKmSdoAuEnSNXkctZSBT0bETZKa8liGDCdjZv1Ivr2REzGzgWvShuwxqtaJDXnDqJXcMbEbbVdPU+4D/ELS1BrXzY6IJfl1M4E3k5Kg30bEsqrj+wLVyZiA0yXtB6wFtgW2ys892jYRy00GFrVOv+YbhiPpLcCuklqnTzclJXQPrue93QR8T9LFpK2jurXv7kDjZMzMzKznzF/BncuAprYnVnDXMtI+ld0WEX/LR69qLWloO/rU2erux+Tt7RERqyU9QhqFA1jWxRAFfCoiZr3ioDS+1sUR8e18BO/tpFG06RExZLZw85oxswGqolJTRaWGikojio7FzF42cxXNq1/i2lccfIlrWUVzCzCzJzqRNAUYTu2R9EMlbZ5vVn4YadTpRuAwSRtJGkXaxPzGNvdtCjyVJ2IHktawdmQesLWkaXlcG0tqAGYBH5fUmB/fIe93fe9nUkTMjYjvALcDUzrR96DhkTGzfq6i0pbAUcDl+SbhVFTaDLgAeBp4TUWlcjmyIfMt0qy/iogVkqYvpjxrBFMbNuQNo1Zw17JVNLcEK6ZHRHfWQrWuGYM08nRsRKxJDzi+wm3A5cA44KKIuANA0gX5OYDz2qwXA7gY+L2kucAdQIefKRGxStKRwDl58rccOAQ4DxgP3JU/gbmYlBiuz2fyBHAtcB9p/eyQ4WTMrP+bAryH9MHYuo5iOTAHeIE0BfFSMaGZWVv5QvZtV3LHjHyN2MOkdVDdWpQeEcPXc/wR0oL9Vgsj4lWJT0R8D/hejeNN+d9PA/usp/taa9Na778d2LvGqS/lf6o939pWRFwHXJe//tT62h8KnIyZ9X9/BY4H/tF6oBzZSuDUwiIys3ZFxHLqf2rShhhFdHZdn5kVpaLSMNJj7A+WI/tn0fGYmVnP8QJ+s4HhdcDJpLVjZmY2iHhkzGwAyEfG3gw8Sqrrc1c5sqeLjcrMzHqCR8bMBoByZGvLkd0AbAGcRqrFY2Zmg4AX8JsNLHOAU4B7OrrQzMwGBk9TmpmZ9bC85tYMYBIwnx4obSHpNcBZwDTgOeBJ4DMRsb4thmyAcDJm1k9UVNoI2IW0Hmx10fGYWX0kTRveOGLW6O0mN46ZMHXUkgXNy559bN7qNatXTW/dw7GONgXcDPw8In6cH9sN2CQi2lbStwHG05Rm/cdbgf8BPkf60DWzAUbSyOGNI2btdcyXRm8z9U2th5ueaL6Z2y4+fZakbeocITsQWN2aiAFExL1KzgDeRioA/Y2I+LWkA0jrS58mFVm9E/hARISkPUjFX5vy8x+OiEWSPg2cCLQA90fE++uI0+rgZMys/7gJaATmFh2ImdVtxujtJjdWJWIAbDP1TYweN7nh6QVzD6e+YrCtCVVbhwO7A7uRHvC5XdIN+bnXAzsDT5A+X/5d0q3AOcC7I2JxvpXRN4HjgJOACRGxUtJmdcRodXIyZtZPlCN7Evh10XGYWbdMGjNhas0NscdM2HnU0wvmTuzh/t4M/DIi1gBPSrqetKbsBeC2iFgIkO9pOZ601mwqMDvf03I4sChvaw5wsaTfAb/r4TitHU7GzPpQRaXhpK2N5pUj+3MX7msAPgTMLUdW15oTM+sT85csaF5GmgJ8hSUL7ltG2qeyHvcBR3TxnpVVr9eQ/p8v4L6IqLUH5TuA/YB3Al+WtEtEtNQTrHWN64yZ9a1RpBphb+nifZsD7yV9WJpZ/zXz2cfmrX6i+ZXLPp9ovplnF85rAWbW2e6fgQ0kHd96QNKupJGuIyUNlzSWlEzd1k4784CxkvbJ22iUtLOkYcB2EfEX4AvAptRIKK13eGTMrA+VI3uhotLxwNIu3vdURaVPAkt6JzIz6wkRsULS9NsuPn3W6HGTG8ZM2HnUkgX3LXt24byW/GnKuspb5AvvZwBnSfoCsAJ4BPgMKWm6l7SA//MR8S9JU9bTzipJRwBnS9qUlAecBTwIXJQfE3B2RDxXT6zWdS5tYdYHKioJ2Al4tBzZ0nza8S3AfeXIHi02OjPraVV1xiaSpia7XWfMBi+PjJn1jcmkJ5h+A/yYtPH354GrgTMKjMvMekFELKe+pyZtCHIyZtY3HgUuAv6a//ww8CVSZe5uq6j0FuC5cmTtrRUxM7N+yNOUZp1QUWkLYCvgMdIC2RvLkT1fbFRJRaUNgMuBReXIPlZ0PGZm1jV+mtKscz4NnEla53UysHex4axTjmwlUAa+VnQsZmbWdZ6mNOucS0kFEf9IeqKxX00HliN7oOgYzMysPp6mNOthFZWmAB8GsnJkCwsOx8zM+jlPU5r1vNcCbwBeU3QgZlYMSSMlHS3plPzvDXugzTWS7qn6M17SnpLOzs+fJqncjfbHS2pez7nrJO1ZR5uHSdqp3piGCk9TmnVRRaXxwLByZOvb1mQ2cBcu0Go2JEma1kjDrHFs2TiBrUctYNGyhTyVSZoeEd3Zzmx5ROze5tgjwB1diK2hj7c4Ogy4Cri/D/sccDxNadZFFZV+DTQC7ylH5n9AZvYySSMbaXj8aA4dPZV1e4I38zCXMPvZ1bRsU2/xV0lLI6KpzbEDgHJE/Iek04BJwL8BWwDfjYhz82u+DjwLTImIHSR9Fjgub+a8iDhL0njgT8CdpNH9+4APRcRLkq7L+7lD0o9Im5GPBC6LiK/ksXwbeBfQAlxD2vrpKuD5/M97SFu6nZhfc39EvL+e38Vg45Exs677ITC8O4lYRaXXkbYx+b9yZH/vscjMrGgzxrFlY3UiBjCViYxjbMMCFh1O/cVgR0q6J3+9ICJm1LhmV9LT3qOAuyVdnR9/AzA1IhZI2gP4CPBG0tZHt0q6npSsTQY+GhE3STof+ARQadPHlyPiGUnDgWvzPTIfJ+04MCXfummziHhO0pXAVRFxGYCkk4AJEbFS0mZ1/h4GHa8ZM+uicmTXlyP7czebGUvaHmnrHgjJzPqPSRPYelStE/nxibXOddLyiNg9/1MrEQO4IiKWR8TTwF+AvfLjt0XEgvz1m4HfRsSyiFhKGsHaNz/3WETclL++KL+2rfdJugu4G9iZ9Fn2PGm/zJ9KOhx4aT3xzQEulvQB0uiY4WTMrBDlyO4AjiR9WJrZ4DF/AYuW1TqRH1/fWtOe0nbEvvXnmjF14X4AJE0g1TU8OCJ2JW3ptmG+Dm0v4DLgP0jTnbW8A/gBaaTudkmeocPJmFmXVVQaWVFp46qfx1VUuqii0kFdaacc2XNec2Y26MxcyFOrm9vkXM08zEIWt5BGoXrTuyVtKGkMcABQ64GBG4HDJG0kaRRpevHG/NxrJe2Tvz6adVu4tdqElNg9L2kr4G0AkpqATSPiD8B/A7vl178IbJxfMwzYLiL+AnwB2BRowrxmzKwO3wS2q6h0dDmy1aR/R03AiGLDMrOiRcQKSdMvYfascYxtWPc05eKW1bRMr3fxfhfMIY24bwF8PSKekLRDmxjvknQB64pXnxcRd+cL+OcBn8zXi90P/KjNvfdKuht4gLQ9XOuU5sbAFXkJDwGfzY//CjhX0qeB95OmMTfNrzk7Ip7rsXc+gPlpSrMuqqh0DGmfyjNbR7YqKg0rR7a22MjMrL+QNJI04jSRNDU5sw8SMRugnIyZmZmZFcjTlGZdUFFpK+Ak4MJyZHcVHY+ZmQ18XsBvlquotFFFpY4eOx8NTAFe1wchmZnZEOCRMbN1jgfeXlHp+HJkjwBUVNqNVFF6PFAuR/ZARaX3Ay+011BFpanA8+XIHuvdkM3MbKBzMma2zl9IRQj/VXXsU8AewAJgOEA5sufba6Si0ijgu6RFu6VeidTMzAYNJ2NmuXJk9wL3tjn8LdK2Is1deFryJeAs4KkeDM/MzAYpP01plquo9FpgWNUU5SakbYumAleXI2upqDQ+v6a3q2ib2QBWVdpiEjCfHiht0XajcEkfBvaMiE6PwEt6F7BTRHy7O7FUtbcZcHRE/LAT175qo/M6+vsw+XvON0ZfGhFt984ccDwyZrbOt4DXVFS6CfgjcCrwJPBaYC5p2vHbwAYVlQ539Xwzq0XStBHDmLV904jGnTYZMer+F1Yte2jpqkzS9IioVRG/r+JqiIgrgSt7sNnNSJuJd5iM2fo5GTNb5zzgQGBv4FpShekrgaWkNWOQqlE3OBEzs1okjRwxjFmf22H06L3HbNh6uOmWJSs448FnZ0napjeKv+bV888nVd5fDHwkIv6ZV9pfAbweuEnSHNaNLN1T1cRk4K2kL57nk4rVvgQcHxFz8lGo1+bHXwucFRFnk76gTsrbmg18FbiC9OR5I3ByRFzRQewfIu13GcCciPigpLHAj/O+AD5TtYF5rTY+DZxIWvd7f0S8v/3fWP/iZMwsV47sLxWVrgfGliN7Eri+xjWvOmZmVmXG9k0jGqsSMQD2HrMh2zeNaLjvhVWHA5fU2fbINgnU5qwb5ToH+HlE/FzSccDZwGH5uXHAmyJiTT7NB0BE7A4g6Z3A54Gbge8Bd0fEYZIOAn4B7J7fMoX0hXVjYJ6kH5HqLk6taqsBmBERL0jaArhF0pWxnjVRknYGTs7je1rS5vmp7wNnRsRfJb0WmAXs2M7v5iRgQkSszKdOBxQnY2ZV8kX6TxYdh5kNWJN22mTEqFondtqkcdSlXDMsAAAgAElEQVR9L6zqqJZhe5a3Jj2wbv1U/uM+wOH56wtJT3S3ujQi1tRqUNL2wBnAgRGxWtKbgfcARMSfJY2RtEl++dURsRJYKekp0rZwr2oSOF3SfsBaYNv8un/VuBbgoDy+p/M+n8mPHwLsJKn1uk3yzcjXZw5wsaTfAb9r57p+ycmYDRkVlf4H2I5UL6yl6HjMbFCaf/8Lq5YBr0oc7n9h9TLS2tO+tqzWwTy5+Q3wsYhY1Il2Vla9XkPtHOIY0oNPe+TJ3SPAhjWu68gwYO+2U7pVyVlb7wD2A94JfFnSLhExYD7nXYHfhpKNSMPrZma9ZeZDS1etvmXJK5eF3bJkBQ8tXdUCzOylfm8GWtdJHQPc2Il7zgd+FhHV196Y34+kA4CnI6K9Itcv8srP1U2Bp/JE7EA63q3kz8B7JY3J+2ydpryGVOeR/PjuNe5tPTcM2C4i/gJ8IY+hW09t9jWPjNlQ8g0AL743s94SESskTT/jwWdnbd80omGnTRpH3f/C6mUPLV3Vsmot03tj8X7uU8DPJH2OfAF/exdLeh1wBLBDvsYM4D+B04Dz84X+LwHHttdORCyRdJOkZtJT6N8Bfi9pLnAH6UGo9u6/T9I3geslrQHuBj4MfBr4QR5HA3ADaYF+LcOBiyRtSpomPTsinmuv3/7GdcZsSKqo1ACscWJmZr2hqs7YRNLUZLfrjNng5ZExG7QqKg0HPgD8vRzZbVXHNyaVsbiZ9MQOFZU2I603uK4cWbv7TpqZdSQillP/U5M2xHjNmA1KFZW2AqaR1lC8s83pNaQnJp+pOrY38CVgry72o4pK611RamZm1hGPjNlgdRKpJs5JwKPVJ8qRvURaj1DthvzaW7vYz2eAXSsqfbwcmacgzMysy5yM2aDROkKVrwO7kPQUz5xa68IqKm1BKnNxTzmyyBO06+rodjXpcW+vPTMzs7o4GbMBraLShsAmwLPAT4B/AKeXI7sLuKudW48nFRv8CPBYvf2XI8vqvdfMzAz8NKUNUBWVPkjaa+0ZUuXp/yRNM75Eqvj8nXJk97Vz/2RgN9K05D/9VKWZmRXFC/htoBpLSrruJE0vPlOO7L+Ay0j7tY2sdVNFpa0rKm1cjmweaUPZn5KSMjOzHiNppKSjJZ2S/11PFfq2bYaki6p+bpC0WNJV+c/vknRSd/vpIIbTJJXz11+TdEhv9jdUeJrSBoSKSq8FDgUuzUtPnAk0lCNbXVHpX8D7Kir9kjQ1eTqwQY02NgH+D7iPNIp2PymRe7xP3oSZDQmSpjXSMGscWzZOYOtRC1i0bCFPZZKmR8Tt3Wh6GTBV0si8dMahVH1+RcSVrNs4vKMYRZodW1tvMBFxar332is5GbOB4k2kStBzgNvzacXV+bl3k6YqtwMmk7Y9GlFR6bA204/LgKuBBwHKkT1AXpXfzKwnSBrZSMOsozl09FRe3hO8qZmHuYTZsyRt083ir38g7cN4GXAU8Etg37zvDwN7RkRJ0lbAj+HlID4OPAHMIi3P2AN4u6Q3kcr6iLQR+Bfytj5K2lroOeBeYGVElNq81wuAqyLiMkmnksoIjSTVcDwhvA6q05yM2UBxBfB3YG6Nc98nFVc8CFgBnAG0tF0HVo5sDenDycyst8wYx5aNVYkYAFOZyDjGNixg0eF0rxjsr4BT86nJXUn7S+5b47qzgesjYoak4aS9GkcD2wPHRsQtkrYhbV+0B+khqGskHQbcBpwCvIG09+SfSQlZe7KI+BqApAuB/wB+3433OaQ4GbN+K9+y6H+BheXIzmA9HwblyJ4lfZA82IfhmZnVMmkCW4+qdSKfspxY61xnRcQcSeNJo2J/aOfSg4AP5fesAZ6XNBp4NCJuya+ZBlwXEYsBJF1M2okEUiL3TH78UmCHDkI7UNLnSTMTm5OWgzgZ6yQnY9bfjaTG+i8zs35q/gIWLSONRL1CfvzhHujjSqACHACM6eK9y3qg/1fIH074IWmK9DFJpwHdfmBhKPHTlNZvlSNrAU4AvtnZeyoqvaui0qH19FdR6b0VlS6oqDS6nvvNzICZC3lqdXObnKuZh1nI4hZgZg/0cT7w1YiotWyj1bWkdWJIGi5p0xrX3AbsL2mLfCrzKOB64Pb8+GhJDcB7OoinNfF6WlITcEQX3ovhkTHr57pS/6ui0jDgONKC09l1dNdIGonzlxQzq0tErJA0/RJmzxrH2IZ1T1MubllNy/RuLt5v7WMhaU1Ye/4L+L98If4aUmK2qE07i/JSGH9h3QL+KwAknU5K1p4BHgCebyee5ySdCzQD/yIlc9YFLvpqA0JFpd2ATwLfKke2oJ3rtiMt3l+0vms66EcuAGtm3SVpJDCD9DTjw8DMnkjE+oqkpohYmo+M/RY4PyJ+W3Rcg5WTMRsQKiodCJRJ9cGanTCZmfUeSRXgENIU5DXAf7lURe9xMmYDRr4P5ZuBTwH/XY7s4fz4MFIB2FVdaOskYCvgf8qR1V300MzMrLu8NsYGjHJkK0iFXpeS1kC0+gxwSV5hv7M2IH3jU89FaGZm1nVewG8DSjmy60lP+1T7F/Ao6yryd8bX8vY8NGxmZoXyNKWZmZlZgTxNaWZmZlYgJ2NmZmY9TNJISUdLOiX/u9sV6SWFpIuqfm6QtDjfp7Kje5fmf4+X1NzdWNbTx2mSyvnrr0k6pDf6GYy8ZszMzKwHSZrWSMOscWzZuK7o61OZpOkR0Z2CqMuAqZJGRsRy4FDg8Z6JujZJDRHR0tX7IuLU3ohnsPLImNkgUlFpREWlrYuOw2yokjSykYZZR3Po6E8wo+lt7K1PMKPpaA4d3UjDrB4YIfsD8I789VHAL6v6fnlkKv+5Od9UfH2xDpd0hqTbJc2RdEJ+/ABJN0q6Eri/xn0flfSgpNsknSspq3HNBZKOyF+fmvfRLOn/JPkp9jacjJkNLscBP6uoNL7oQMyGqBnj2LJxKhNfcXAqExnH2Abg8G62/yvg/XlStytwazfa+ijwfERMA6YBH5M0IT/3BlKh1x2qb5C0DXAKsDfw78CUTvSTRcS0iJhK2nLuP7oR86DkZMxscLmTVPpjSdGBmA1Rkyaw9ahaJ/LjE2ud66yImAOMJ42K/aE7bQFvAT4k6R5SUjcG2D4/d1tE1Np6bi/g+oh4JiJWA5d2op8DJd0qaS5wELBzN+MedLxmzKwXVVRqLEfWlfpn3VKO7Ha8Sa9ZkeYvYNEyoKntifz4wz3Qx5VABTiAlEC1auGVgywdTYkK+FREzHrFQekA0vq0bstH8H4I7BkRj0k6rRNxDTlOxqxfqagk0ua6L5Yjm11RaSLp29slwKYA5cgeKzDETquoNAU4o6LSWeXIri06HjPrEzMX8lTWzMNUT1U28zALWdwCzOyBPs4HnouIuXni1OoR8ilASW8AJrz61leYBXxc0p8jYrWkHej4gYDbgbMkjQZeBN4DzG3n+tbE62lJTcARwGUd9DHkOBmz/mY4cCzwNDCbtC7h/aQh9C+Tvvm9v7DoumY5sBh4oehAzKxvRMQKSdMvYfascYxtWPc05eKW1bRMj4gVPdDHQuDsGqcuJ0073kf6zHywg6bOI0153pUvql8MHNZB349LOh24DXgGeAB4vp3rn5N0LtBM2i3FI/c1uAK/9SsVlTYDPgf8sRzZX/PNwScCfyeNkK0tRza7yBjNzDoiaSRplH8iaWpyZk8kYv2BpKaIWCqpAfgtcH5E/LbouAYyj4xZfzMOeCPpceq/5puDtz5aPWu9d5mZ9SN5HbBLio6jl5yWF3TdELgG+F3B8Qx4Tsasz1RU2hHYAfh9ObK167nsPtLj1k/0WWBmZtZpEVHu+CrrCidj1peOIY163QI8WeuCcmQBPNqXQZmZmRXJa8asbhWVtiIlV9fk04ntXStgK+A15cju6WI/DcDxwNxyZDfWG6+ZmVl/5KKv1h2HAF8Apnbi2i8Dp5OmIbtqU9L2HwfXca+ZmVm/5mTMuuMq4CTgHoCKSsPbuXYkqUzFrl3tpBzZEuAEUpFDMzOzQcXTlNYjKiodCHyFVHvmG+XIXmhzflfgm8Dp5cj+VkCIZmZ9pqq0xSRgPj1Q2kLSGlKB1QZSuZ9jI+KlLtx/HvC9iHjV5t8d3HcY8GBX77POczJmdctrgE0gFf17I/C/wFrgY+XIHqhxfUM5spa+jdLMrG9JmtZIw6xxbNm4rujrU6vzoq91Fz2VtDQimvLXFwN3RsT3Onnv8IhYU2e/FwBXRYQr5/cST1Nad7yXtOfYruXIbgEOBD4AzKt1sRMxMxvsJI1spGHW0Rw6+hPMaHobe+sTzGg6mkNHN9IwK9+rsSfcCPxb3ucHJN0m6R5JP5E0PD++VNL/SroX2EfSdZL2zM+9VdJdku6VdK2kYZIekjQ2Pz9M0j8k7Q+8Czgjb39S/udPku6UdKOkKfk975XUnLd5Qw+9zyHBpS2sO24GRgEvVVTarBzZc+RlKSoqDSNV0l9Yjuzi/InIKcADTsrMbBCbMY4tG6v3pQSYykTGMbZhAYsOp5vFYPPK928D/iRpR+BI4N/z/SV/SCoj9AvS5/OtEfE/+X2t948FzgX2i4gFkjaPiLWSLsrvPYv0gNa9EXG9pCupGhmTdC1wYkQ8JOmNpC/lBwGnAtPzLZM26857HGo8MmZ1K0c2n/QP/n9J/wirNQJ7sm7B/gHAj4H9ASoqbZOvI7N2VFTaoKLSTnlya2b936QJbD2q1on8+MRa5zpppKR7gDuAfwI/JT1lvgdwe37u4Ko+1pD2q2xrb+CGiFgAEBHP5MfPBz6Uvz4O+FnbG/PNvt8EXJr39xNg6/z0TcAFkj5G2mfYOskf8NZdy0l7k/2h+mA5spXAh1mXpM0FLsz/Bvgs8N2KSqP7JswB6+3Aj4BpRQdiZp0yfwGLltU6kR9/uBttL4+I3fM/n4qIVYCAn1cdnxwRp+XXr+jKOrGIeAx4UtJBwF7AH2tcNgx4rqq/3SNix/z+E4GTge2AOyWNqf+tDi2eprR2VVTaAHgN6ZvX9eXIllRUmgx8CjirHNk/qPHtCaAc2bKq10+SvkG1uoD0D/a5Xgp9sLgT+BXwYNGBmFmnzFzIU1kzD1M9VdnMwyxkcQsws4f7uxa4QtKZEfGUpM2BjSOivZ1MbgF+KGlC1TRl6+jYecBFwIVVidyLwMYAEfGCpAWS3hsRlyrNfe4aEfdKmhQRtwK3Snob6TN+SQ+/30HJyZh15FPA4cAIoAW4EhhDWjg6BvhHPY2WI2sGmnsoxkGrHNk/SSNjZjYARMQKSdMvYfascYxtWPc05eKW/GnKbpW3qNHf/ZJOBq6RNAxYDXySdraVi4jFko4HZub3PAUcmp++kvQFu/pL9q+AcyV9GjiCtK7sR3m/jfn5e0mL/LcnjdZdmx+zTnBpC2tXXj9sX+CvwK2to10VlTYuR/ZiocGZmfVTVXXGJpKmJrtdZ6wv5E9bnhkR+xYdy1DiZMzMzMyQdBLwceCYiPhr0fEMJU7GzMzMzArkNWPWIyoqbQWsKkf27HrOTyWVuri4HNnqPg3OzMysH3NpC+u2ikqNpCclv9XOZW8n1a95TZ8EZWZmNkA4GbMuq6j0xYpKX6o61AJcBvy+ndv+TPrvbWpvxtaqolJDRSX1RV9mZmbd4WlKq8e2VCXy5ciCVJemPYtIpSye7MW4gPSkJ6lWzi3Amb3dn5mZWXc4GbN6/BepjkynlSN7HCj1Tjiv0gL8C3i6j/ozM3uFqtIWk4D59EBpC0lrSLuYNAALgA9GxHoLZ+f7Qx4dET/Mf94GODsijqiz/+uAckTcUc/93SHpNGBpRFQkfY20ndP/6+MYLiDfo7Onfxd+mtJepaLSR4DXA58vR9bv6+KYmfUnkqZt0KhZU8aNaNx1wgaj5ixYueyBhatWr1wd0yPi9m60uzQimvLXPwcejIhvtnP9eFLy0CPLQ/pLMtbXfVfFcAG9lIx5zZjVMhrYgl7a6LWi0tYVlc6tqHRAjXPyWi8zG6gkjdygUbO+cvQWo7OPv6bp+LeOVvbx1zR95egtRm/QqFmSNuyhrv5GWjLS2u/nJN0uaY6kr+aHvw1MknSPpDMkjZfUnF//YUkzJf1J0kOSvlvV1o8k3SHpvqq22nvPb5f0gKQ7JZ0t6ar8+F6S/ibpbkk3S5rcib4/KulBSbdJOldSVqO/CyQdkb8+OG9/rqTzJW2QH39E0lcl3ZWfm1KjneGSKpKa89/bp/Lje0i6Pn8/syRt3fbeNm1ckLcxV9J/d/T7qsXJmNVyJvDB6r0lu6Ki0piKSpu3c8kGwFbApm3uE/B94Lu1bjIzGwBmTBk3onHfnTd6xcF9d96IKeNGNJC2l+sWScOBg0lbFyHpLcD2pM29dwf2kLQfcBIwP9/M+3M1mtodOBLYBThS0nb58S9HxJ7ArsD+knZtJ5YNSU/Tvy0i9gDGVp1+ANg3Il4PnAqc3l7f+TTqKcDewL8Dr0qgavR9AXBkROxCmr79eNUlT0fEG0hbypVrNHE8MB7YPSJ2BS6W1AicAxyRv5/zgfWOPubvY9uImJrHUHOv5o44GRvCKip9oKLSSRWVhlUdawReB6yts00BP6SdhfPlyB4B3lOO7Ioap5cCdSWBZmb9wKRdJ2wwqtaJXcZvMAqqdg/vupGS7iGtid0KmJ0ff0v+527gLlISs30n2rs2Ip7P17LdT/rsB3ifpLvy9nYGdmqnjSnAwxGxIP/5l1XnNgUuzUfjzszbaq/vvYDrI+KZiFgNXNpB/JOBBRHxYP7zz4H9qs63bsp+JynpausQ4CcR0QKQb5Y+mfTU/+z8d30yMK6dGB4GJko6R9JbgRc6iLkmL+Af2nYBJpA2el2ZH5sBnED6FnF3ezdXVNoI2Ji0mfgl5cjuL0cWFZWuIG1Wu161Cr/mT2V+qcblZmYDxfw5C1YuA5ranpj7yMplpP9512t5ROwuaSNgFmlD8LNJD1R9KyJ+Un1xvmasPSurXq8BGiRNIH3+T4uIZ/N1UvVOrX4d+EtEzMhjua69vuvsoz2tfXSlfQH3RcQ+nbk4/x3tBkwHTgTeBxzX1UA9Mja0nQp8pBxZ9T+Ke0j/yB9t78aKSjuQvrW8j/Rt5uVvYeXILilH1tE3GjOzwWjmAwtXrb7xvpdecfDG+17igYWrWlg3WlO3iHgJ+DTwP5IaSJ/Zx0lqXdy/raQtgRdJX5i7YhPS7MTzkrYC3tbB9fNII0Pj85+PrDq3KfB4/vrDnej7dtK06Oj8fb2nE32Pl/Rv+c8fBK7vRD+tZgMn5H0hafO8zbGS9smPNUraeX0NSNoCGBYRl5NG0d7Qhf5f5pGxISxPwla2OfZgRaXrgM9VVPru+rY3Ik0nPgrcCvwGWNybsZqZDQQRsULS9K9e8vSsKeNGNOwyfoNRcx9ZueyBhata8qcpe+QJ9Yi4W9Ic4KiIuFDSjsDfJEH6fP5ARMyXdFM+TfhH4AedaPdeSXeT1ns9BtzUwfXLJX0C+JOkZaSEqtV3gZ9LOhm4uhN9Py7pdOA24Jk8hufbuX6FpI+QpkIb8r5/3FE/Vc4DdgDmSFoNnBsRWf5wwNmSNiXlSWcB962njW2Bn0lqHdz6Yhf6f5lLWwxyFZVGAFuSFlheXI7skk7c80HgaKBUjmx+L4doZjboaF2dsYmkqclu1xnrryQ1RcRSpUzwB8BDEVFXwe2qthqA3wLnR8RvezLe/sgjY4NYRaU3kqYi/0p6OqUZuKTNNQ3APsDccmStxQMvBq4uR/ZMH4ZrZjZoRMRy2nzeDmIfk3QsMIK01vgnHVzfntMkHUJap3YN8LseiK/fczI2uC0jbT80G7iX2nPpu5Nq0fwYuBCgHNla0hAxABWVDibVHrs8X2TfZflTmh8H7i5HdmM9bZiZWf+Tj4L1yNZzEVGrBMWg52RsECtH1kzHT3U0A98hrf1anyNJj1FfCayqM5zNgLeSFoe+IhmrqLQvad7+gnJka+ps38zMbEByMjZE5Ztpfxf4Szmy33Rw+cnABuXI6k3EKEe2uKLSfwK19lF7G7Ab6Smj9T0wYGZmNig5GRu6RpAK+XW4QL8c2VPrO1dR6bXAdsDNHU1hliN7Yj2nvgNs1s6Tm2ZmZoOWk7GhawypuF1dlfar/Cdp24oPAIvqaaAc2fO08/iymZnZYOZkrJ+rqDQcGF2O7Okebno+aQ+tVRWV1NGoVv7U5ReAB8qRXV516gLgz6TtOczMjFeUtphE+rztdmkLSWuAuaT/dy8APhgRtZZ+rO/+C4CrIuKy7sRhPc8V+Pu/9wMXVVTqzD5jnZYvlN8BOBbYohO3bADsQVrbVd3Ow+XIrqv3KUszs8FG0rThjSMe32LiLj+ZfPBRX91i4i4/Gd444glJ07rZ9PJ80++ppCfeP9kD4Vo/4JGx/u8B4A5gSUcX5gnbZ4Czy5HN60Tb5wCvATavqHQ4cFE5spqbdJcjW1ZR6VjaVOwfiioqfQhYVY7sV0XHYmb9i6SRwxtHzNrrmC+N3mbqm1oPNz3RfDO3XXz6LEnb9FDx178Bu+Z9ivRA1tuAAL4REb/Oj58DHEqqpv/yQ1iSvg28C2gBrhmqJSX6Cydj/Vw5sjtJO853xluBA4FfkvbXAqCi0iTgGODccmQvr+vKF9Q/UVHpeFL5ihuAv7cTy4tdfgPrUVFJpBpn88uR1bXLfRHyuN8BvAQ4GTOztmaM3m5yY1UiBsA2U9/E6HGTG55eMPdwulkMVtJw4GDgp/mhw0mfp7uRZjpul3QDqaD3ZNLDWlsB9wPnSxpDmkKdEhEhabPuxGPd52nKwWVL4BFgTpvj2wP7A69dz30XAZ8gjcLVVFFpeF64tadMIRUJ/EAPttnr8unYE4H/LjoWM+uXJo2ZMHVUrRNjJuw8irQ9Ur1GSrqHtEZ3K1JBb4A3A7+MiDUR8SSpwPc0YL+q40+Q1vdCemBqBfBTSYeTvlxagTwyNrh8GxjVOtJUUekdwOdI05wfJW3s/SrlyF6inUQs93VgXEWl48qRtfRArAuAc0lD7QOKS3CYWTvmL1nQvAxoantiyYL7lpH2qazX8ojYXdJGwCzSmrGzu9pIRLRI2os0unYEUAIO6kZc1k1Oxvq5fFpsS+CpTtTxWkbaAqnVW0mL7rcGKt1cZP84sIYOSmHk8Z4CvFSOrNJOrCtIe2CamQ0mM599bF72RPPNVE9VPtF8M88unNdCKm7dLRHxkqRPA7+T9EPSriYnSPr/7J13eBVV+sc/56aSAoQSegkgIGAXxMZaNot1scSGYlnLujqWNWN3dUXXOtl1daw/26rLrhoVrECsKC7VAii99xpKernn98d7LrlcUkkCCZzP8/CQO3fmzLmTaL685fv+C2iDRMRuR37Hh46nImUsY5RSSUCC1vpTpdRk6icQLQ2AFWNNn+OBvwKjkZquSjEiiAjBdQ/wBrDV1f46TzkJQNAIoTrhav/ZOpzejV1FocVisRwQaK2LlFLDp/37kQkpXftFt00bmLh56S/5uavml5WXlgxvoOJ9tNY/KqVmAZcgpSbHIjOINXCH1nqdUuoDJOL1K7CCikxEMjBOKRWP+E3e1hB7suw5SmvrSNCU8ZTTE7gOeNnVfpX/evGUcz1wIlLPlA8khRfGe8oJIMJsm6v9Rm2HNp5k2s6ZtFgsByphPmO9kMhTvX3GLPsvNjLWxHG1vwyJcNVEMVKEGUS8yS71lPMYkGsGhmukKzOvqgU85XQy5+/R/zA85bQ2e661CaHFYrHsj2itC6ln16TlwMFGxpoZJsL1OLC+qposTznHIa3OHZD6gXNrGvLtKacD4sj/tav9J/Zwb28CuNoftSfXWywWi8VyIGIjY82PAJBCNa3Irva/95QzDTgE6Ayc4CnnNOAZV/srq7hsK/A5ML0ee5tYj2stFovFYjkgsZGxZoaZVRkDFFfVHekppzviuvwK4jUzHBFxt7ra/66O94tGWp9nu9r/pT57t1gsFovFsjvW9LX5cR8ynDsOJG1ZiRlrKTI+KR/4FDEGLEcsLupKR8Sj7Nw93O8ueMqJDnV+WiwWi8VisWnK5sgKIBaZJwZwL3CwMWMtAjAjj/4QusBTzmzElf/b8IU85cQDbcxYpKpYjbjNr63mnFrhKacl8LLZxzP1Xc9isVgslv0BK8aaH+8AKWEu+EGgJRBV1QWu9vOAtyt56wYg3VPO1dUIslaI4WyNg8prQRkyxqMh1rI0MUzEMw1Y6Wq/dF/vx2LZl4RZW/QGFlNPawul1FfAY1rrCWHHbgX6aa3/VN/91nDvZcDRWutNjXmfau7/OvCx1jq7mnNuBV7SWheY13la692mIFRz/ZXIZ3SUUtcDBVrrN+q389pj05TNj0zgJU857czrHUAi0GUP1pqMpDC3VHPO38z9YkF+4ZqIWp1xtV/gav9mV/u23buZYL7fCbU8/XAk8tkgKW2LpbmilBocQ/TqNDq/eApHPZhG5xdjiF6jlBpcj2X/g9gWhXOxOd6kMIPM9za3ArX9f1W1aK1f2JtCDKwYa1YYQTQHGQYeMlTNRiJOZ9VhnZ6ecga52p/qav/vNfiKfQaMAzqbNOOlwDuecvZE/NW0rwRPOW0ael1LvTgbeNdTTt9anLscqVH8sXG3ZLE0XZRSLWKInjCS9JQbODfpdIaqGzg3aSTpKTFETzCu93tCNnCmUirW3Kcn0i3/rVIqSSn1hVLqB6XUbKXUCHNOolLqE6XUz0qpOUqpi8zxwUqp783xaUqpZKXUlUopP+xzfKyUOqmSzzdWKTVTKfWLUuq6sON5SqkspdTPyDSA8Gt6K6XGm+u+VUr1N8dfV0o9bfayRCmVYY4rpZSvlJqvlPocGeUUWutUpdSP5nO+qpSKM6OhOgNfmQhi6Ny/mc84RSnVwRxrr5R6Tyk13fw5vpLP+FellGu+/lopdbT5up2JEmKe190IrAoAACAASURBVFilVI5SaplSylFK3Wb2NkUpVaffZTZN2UzwlDMcyEKK8wPAJZ5ynkeiWrOAjZ5ybkfGXnRG/MIWVrHcvYi4Os/VfrGnnESgK7AgskPT1f7HnnLaI+79U5F6r+VAYYN/SHgQOMhTziWu9htjfUvdWYeI/yrNgkO42t8CVDmP1GI5QDi3K6kxg+i1y8FB9KIr7aOXsvY89sAMVmu9RSk1DTgd+QfyxcA7WmutlCoCztVab1dKtQOmKKU+ROYTr9FanwmglGplxNzbwEVa6+lKqZbU7f/nfzB7aQFMV0q9p7XejGRopmqtMyu55iXgeq31QqXUMcBzVAwm7wScAPQHPkRE57lAP2AA4pf5K/CqEbKvA6dqrRcopd4A/qS1fkopdRtwclgqNRGYorW+Vyn1BHAt8DDwT+AfWuvvlFLdkYHrB9fh84czCDgCiAcWAXdqrY9QSv0DuBx4qrYLWTHWfChEfjHOBVoDFwBjTa1XpklbTgZCtV9BoCox9hzQ2tV+sXl9FXAOMkppUSXn5wLvIfYWU4Ev6v9xKmUysAqZJmBpArjanwZM29f7sFiaEb3T6JRY2RtpdEpcytpelb1XS0KpypAYu9ocV8AjSqlhyP/7uyAiZjaQpZR6HKm5+lYpdQiwVms9HUBrvR1AqVo3ud+slAqVInQDDkLqgMuR3xO7YIaSHwe8G3aPuLBTxmqtg8CvoegVMuj8P1rrcmCNUupLc7wfsFRrvcC8/hdwI5WLnhLgY/P1TCDdfP1bYEDYXlqaPe4JX2mtdwA7lFLbgI/M8dnAoXVZyIqxZoKr/UnAbz3lnIhEvrYh4izEViQ9tBp4FVhazVqRaaQvkR/cVVWcX4bUAjUqrvbHNvY9LE0TTzn9kbmp9e7atVj2MYuXsjYf2O0XvDle5YzhWjAO+IdS6kggQWs90xy/FGgPHKW1LjWptHgTPToSOAN4WCn1BfBBFWuXsWvp0m7pVJO2/C1wrNa6QCn1ddh5RUY8RRIAtmqtD6/ivuH/+G5I26NSXWGkWk6F3gkAQyObKaoRo+HPJfKZhO89GPY6SB31la0Za37cClzgan+8q/1g6KARTKOAO13t/+Jqv0qH/khc7f/qav+lPZ1JGcJTTrIxpbVYao2nnGTg78Bd+3ovFksD8P4qNpTOidBcc1jCKjaWAe/v6cJa6zzgK+Qf3OGF+62ADUaInQz0AFBKdUa6At8CngSOBOYDnULNBKZeLBopRzhcKRVQSnUDhlSyhVZArhFi/YGhtdjzdmCpUuoCcz+llDqshssmARcppaKUUp2Ak83x+UBPpVQf83oU8I35egeQXNN+kEkxN4VeKKWqEokhlgFHma8zarH+HmEjY00YY+Z6NvCzq/3F5vAdVZ1fFzsB46yvGsqCwNSVvYJ0Z1oPMUtdyAOeR6K6FkuzRmtdpJQaPoacCV1pH21Sk/mr2FhWStnw+thbGP6DRLfCOyv/DXyklJoNzADmmeOHAE8qpYJIvfGftNYlppD/GVP3VYhEuyYjGZVfkXKYHyq593jgeqXUXEQYTanlni8FnldK3YdMkPkv8HM153+A1JT9inhr/g92PturkJRnNDK+7wVzzUvAeKXUGq31yZWsGeJm4Fml1CxEA01CSnSqwgPeMc0Kn1T/MfccOw6pCeMppzeSHvwYSSMeDtxY3wiWWftZ5Afx+qrGKtVxvUSkMeBbV/uf1Xc9i8Viac6oCp+xXkhqsl4+Y5b9GxsZ28uYiNQJSDF8TeanS4DbkX+tPIp0PDYUy4CohhBiAK7284F7GmItS9PGCO8hwNS6pMMtlgMJrXUhe9A1aTkwsWJsL+EppzMSMt6ItNe+jimK95RzDjID8sWQOPKU0xModLU/wzibpwCbahMVMyadJwBTXO1v95TTyVy7MyXpav/JSq5rgUTfZrraL6nHx7Xs35yA2JD8BUlLWywWi6Ue2AL+vcf5SBqvDBFjH4W9dwowHIg1xqfXIPVXfwUwAu1mxH2/NhwDjAaGecrpgwi/y2tx3SmIl9lxtbyP5cDkf8BDiO+cxWKxWOqJjYztPd5GChYXAauMQWaIe4FYY8A6ELgMKVzcOU+yti3/nnICiMXFA5iiR6RAsbJizEimIn4t6z3lvA286mp/Qg3XWA4wXO1vpxELWS0Wi+VAwxbw72U85TyAtMmOcrW/rZL3FZLO3ILUib3rav/DSs7rCUS72l8UcfwmpA34alf7uXu4x67APxAxZovxLRaLxWJpRGxkbO8zDWkl3qXw2XgtKRN1mOUpZygy9iIBGRERySNAoqeccyKK8Ncgxfl1qvnylJMCHA9842p/FeLwb2nmeMq5ACi1hroWi8XSdLGRsUbGFMWnutpfXsN5LwMtgMtc7WuTbhyBjFXoBOS62p8Tdv4JQJyr/XqPJjLRuLORbsi7Xe1/VcMllmaA+b7+FyhxtT9qX+/HYrFYLJVjxVgjYDon85FI08nIjKo/utpfFnbOkUh0awniPH4OUjf2csRaLZB5Xytc7V8fdjwk1pYhHZCLXO1/W8O+4oHi8Eiap5xUxAvnDKTQ/zMkqnYPUtv2el0/v6Xh8JTTGhlEO3lPOlzN91e72t/Y4JuzWCwWS4Ng05QNjEk3vogU6vdFRNlnwIaIU28BjkUGuvZ0tf9GZeu52i/0lHMvsD3irVbAH826/ZH5klWKMU85fZE6sGeBT80xZV63QUThJFf7RZ5y4pBp9JUOu7XsVU5DOmlvo/Zu1ztxtR/5c2exWCyWJoYVYw1PPjLMdQlSv5VnarAi+QjYhNhQnAzMqmrBSgZ742o/11POn5ExDsXUPMi7ABkrsSlsDe0p512kpuiDsOPFnnKuQmw4LPuWz5Gh8D/t641YLBaLpXGwacp9hKecV4DWSApyWiVdkX2Qbsl55nU3oLM5NzzN2AWpKZtZk5u+mXU5DPjJ1f5mMw3gCKBOg8UtFovFYrE0HNb0tR54ygkYgVPZ8YQaLp8EdAcGRgoxw0PA4yaVCHAj8CQwwtSLAeBqf7Wr/Rm1HGt0mFn3TPP6GMRXbHgtrrVYLBaLxdIIWDFWP+4E3qxEeN0EjPGU0yb8oKeceE85aeblW0g681fznvKU088U2YOIpGeBPub1q8B84Fagxx7udzYyxubTsNfPUmEOa7FYLBaLZS9ja8bqxzpkZmRkbdVSJKVYBOAppyNSS3YJcIGnnBtc7S9ExiKFGAA8A8zwlJMEvIt0S/bxlHOVq/0FnnIeBA4CqrXJqApX+8XAhLDX27GDbC0Wi8Vi2afYmrFGxlNOS+DfSBRqDHAq8LKr/fyI85KBUUCsOQcgCXgTeDN8yHcV9xkKbHe1/2vDfgKLxWKxWCyNiY2MNT75wFeI/cTZwOOu9oPhJ5hC+mORKNsbwAtAbyDK1X6VXZZh18cD9wOrgWsbdPcWi8VisVgaFRsZawBMHdiRwEeVGXN6yrkL8QSbg3h9rQl1SZr3TwCeAxRwa02u+mZ00WCML5g5djQSGVvQMJ/KYrFYLBbL3sBGxhqGs4HzELE1v5L3P0Lqyz5H/MCKPOVMB7KMmJoDZAFzgRm1uN/vkEL+P2OMQF3t1+Y6Sx3wlNMeqdGbEhnNtFgsFoulobBirGF4E+lIrDQq5Wr/F+AXAE85fwEygKFITViRq/2twL/qcL+JQC7WCLSxuRQZFXUNsLCmk0M2JLW0GbFYLBaLBbBirEFwtZ8LTK/qfVPTVepqvxwp5F8EKFf7W+pxv4l7cq2lTnyAiLClNZ3oKScWeB4R5I9Xcc4hwPnAM672N5tjByGjpz5ytd8gEw/MPMpNNppnsVgszQMrxuqJMWBNBxa62l/iKScK6Oxqf6V5PxkZwL3CU84jwN3IPMrLKlkrATgJmAzsQFKfC2pTxF/F3hKBlq721+7J9TWs3QtYtz8797vaX07tbUQ0MnKquJpzBgDHIbYlm82xDOTn54c63KtKPOUchpgD+8CH9V3PYrFYLI2PFWN1wKSh2gKbw1JRXRDz16+B0Yh32DWecq52tf8hUAKsBE5BOit/RLoeK4uCXA48ArwN/BXpjJxKNXMra+B2YLCnnFF7GoWrDCPEXkRMa/2GWrc5Y6xHbqrhtGzgG1f768KO/R8S5VzRQFtZj0RpFzfQehaLxWJpZKwYqxunAI8Boz3lbAamAauAe5DIVzTimL8DE+UwQ7dvQ2qPFrjan13N+jnIiKL/utpfb65bH36Cp5yjkMHiz0d6lVXC10gEZkedPmXNrAXGAt828Lp7hKecI4Dipu6xZtLU6yKObSJseHsD3GMdcG9DrWexWCyWxsdaW9QBTznXAQ8gw72PBP7san962PutgE+QYd63NdIeHKR78zqTRjugMWniccA2V/u7pX4b6Z5xQCtX+xv2xv0sFovFsn9jI2N14z0kUjULOALTIRlGb2Te5yZPOcOBiQ3VWWfqyVogaa2xrvZXNcS6zR1X+0EzJqq6Wq2G5kbgVE8519S1Hs8U1/8GGO9qv6EjlhaLxWJphlgxVgdMB9w483KXDjszjqgjUj92HlKo/6OnHI1EURbV5h7G0DXKpK/CuQ8YCFxqhdiu7AOPtRlAHLB1D649EfGHWw1835CbslgsFkvzxIqxhuNyoDtwAdIxF438wr4VONhTzsVmMHdNPAmkeMq5IMKaYDISlSts2G1b6oqr/UnApD28fDywhtqZ+1osFovlAMCKsYbjISDJ1X6hp5zvgUQkcqKBZKC8lut8aq7dJb3pav+TBtyrZR9hmi7+t6/3YbFYLJamgy3gb2Q85VwLnIN0Sj5jOuoiz+kJbKkpcuYp51TgesCtbfG+p5y+SNpzbl33brFYLBaLpfEJ7OsNNGc85XTylPOop5wB1Zz2FtAN+AMQX8kaqYhz+58bZ5c8BDwWGtXTnPCU08NTTtew12d5yjlvX+7JYrFYLJaGxqYp60dH4CjgO6A6j6sfgLlV+IJtQbo0azR2dbX/BfBFHffoAdHNbV6iEY9PAfmecpYBeYiDfaKnnA+Qf0i0NKOh9jlmHFJnYHlNz9rYcVyFTG3Y09ozi8Visewn2DRlHfGU0wa4Dvjc1f4MTznnAK2AN2uaBegppxNQaAaDN8RehgJ3AHe72p/fEGs2JTzlnIFYVlwIbEOEZZSr/bWecq5GulZvaAp+a55yRgFXALeYwfDVndsKGAPMdrV/197Yn8VisViaLjYyVg2ecq4HegH3hA1xPhuxrzgK6Zw8EeiLRLfyqlkrARkhtAhoKENYDQSJKPZvLnjKaQuUVOW35Wr/U3PeV+Z1uNidB/zEntlLNAYzgFRkIkO1uNrfZn62atNda7FYLJb9HCvGqicVST1FUTFL8kMgFvjSvH4YSHS1v5sQ85QTD6QhwqHIXNtgURxX+1ORQdPNDuNi/zIyt/NmcywZiYJ9Hh7tqizi6Gp/MmL30Zh7DNQU7Qzbz1yg1k0SoUHyFovFYrHYAv7qeRi40tV+MYCnnD8CdwGvudpfDOBqP7caE9bzkeL8w13tB13tvwxMNulKPOUEPOX0NzMtDzRKgAlUiFqQCOPlQIannH41LeApp2VjNSZ4yrkYeN9TTufGWN9isVgslhAHogioNSYqEh4Z6QB0AaIysnK6J67a2nPQU98cqWBC+ABwTzlRSETtf0BLYLGnnJMR/7C/AEWecs4H+gGPAE8gMy0PGFzta0857wD9wiJQPwI3AaOBYxFRdgyQiYi2b0IWHcay4ykkuvZ+Q+7NU06i2UcCtfeHs1gsFotlj7CRMcBTzu885bzqKadDDac+DFxlImU3aXhQB9SZwDER550OvA60dbX/PJLivB240rz/E1IvtIBadlLup1wEPA70BxG/rvZnAa8BH5hzohHT3FHAJWHXbgPmI2nOhqYE8YV7zNX++kZY32KxWCyWndjImJAItAFiQgdM6vB8YE6oO84Mpe7rKac93ojnCrq27ohSK0Cvi1hvIyKwVpjrCjzl3IUIsI1hFhcbgafN/doCZwHvVVZ/1lwwvmB9gEm1qLf6GBkNFDm3Mx3o5SlnrKv9yaar8jBg51BuI5Lq5c0W9j2eFW6K62q/FPhrfda2WCwWi6W2WDEGuNr/wFPOhxHu+KnANcC3QLhVwTtAh6HuuGNc7X9LZnplS45EBMlOXzET8amOq5Bh4O2ArLp/in2PSe9dCfwW+TxLqzk3gAjTcZW8/X/I8y8ASWki0cT67i8V6Ar8aNbsBFyLeLfZCQUWi8Vi2SdYMWaIHFPkan+Np5w/A2szsnIU0BbYPFSEwk2IULuviuXGILVllZm8AjvryoYB81ztrwXGAgOBz+r7WRoaTzlnIRYfflXRLlNI/wLSefogNXeNXgec7innGlf7G8PfcLX/c/13XeU9T0IE4yrz5zZgdSPdz2KxWCyWGrFirBI85VyD+F+9AXDRw58eE7u18N32M1Z+BtyI1DBVabLqan+qmTf5vqec513tT6zktN6IaHkfeMrV/iIkmtQUORGp63oFccS/HsDV/guhE0xB/vdAmav9rypbxNTktXC1vwwRQhuAmz3lfAjkmmfQmLwDzMGkO0107ECt17NYLBZLE8GKsQhMhOdkoBB4AyA6v2R9wrrtWxLWbc93tV/mKecFYLDxEYtGCvj/52q/IGypcrNGGZWzGBFjazzlnABMCTOWbWqMBuLDat2OQYxmXwg/yTQrVMdfga6ecjJc7X/sKWebWfswIGCOFzXs1nfZ3wKkaaLOmJ+L5JqGuVssFovFUlfsOKRKGN3x7tYLrhicXpSaPDM7M30J7PxlHIoAXYCktzKRUUgPAPe52v+8rvfylHMVcDVwk6v9HxvsQzQiZpoAEeKzNtf9Bkn3fmCeo0JquLohtXIfAS5iKTHaXHY3sNXV/nMNtP06YWZO3g+0AA4GbnO1P29f7MVisVgs+ycHdGTMiIFzgFWu9qeHjs+6/ZRWwJ8Qe4NHYWdKK0QOUhu1Bkl7PQhMrWT9AOIrts7V/ouVvH88cAIyJqlJFpB7yumPzL/MCusqLYg45yDEduLF6qwgXO1/E/FaI9YUO+0pPOV0RNLAINYr/YFN9f8ku2Lc/h8Cvna1P7aaU2PMHjYiUbWmMn7JYrFYLPsJB7QYQ37pX4vUf00PO74CicgsCx0wQ7n7AW8hHlcXAJciqbrPqihsjwIOQqIqldEZMZKd3JjpuXqSiOwxqZpz+gG/AT4F6uTL5SlHRQjdO4DQsXJPObcAV3nKGeRqf04t1+wDnAa8UU1aMRboiXRUVomr/XwzBLy0CaeRLRaLxdKMOeDTlMbJfVtlER3jQ3UR8DNiV3E4cKmr/dwnA87ZSnMpkna71NX+hirWjwPKK/tFbiJzCWG1WE0STzmxrvZLqnk/gAjL1RHCqqZ1U6gQs69Xcc5BwHPAu672X6pmrWTEQPYb5B8Z1wC3VteZab43JXXZs8VisVgsDc2BHhkLFXVXRSrS4TgHiaI872o/95pr3jqs5JbfZLWZtfqtrl8u+ghJYVW1fnE172mqsL8w6cHBwDvVrbE3qEqIRQjNquZzVkcQyAOq+3yLkAHru6VxjQA7FXmGG5G6sxTEwX86sLC6m+/r5xqOp5yByM/Yp1YcWiwWy4HFASfGPOUcjqTCHgp3Xa+CJEABW5BflJs85aS3OapbzOYjuyaqIAmhontPOd2BJ4GXXO1/Eb5IRlZOZ6BldmZ6XQq/zwDOBCYDS+pw3V7BU04M8Coiwu4MOx4PEJ52NQX/JyKzJXced7W/DbjaU043M4OyFfBFhOdbMjJeqgdiwBvOUcA9SDp4MhK9LDdiZo+6Jvcho4AjkNrDBq+Rs1gsFkvT5YATY0itUDLwG0850a72Z5sIz1XADFf7M0zqsjtSvL8ZmIYUew8EnkiduXJM6syVA4AdYeseiUTSoiq55z1AWkZWzoXZmem1TUm+AkykGhf7fUw5UmsXOQrqn0Csp5w/hEV4RgGPIY0Kd8HOqFo3xOLjn4jY3Y5EwpaY1Gcrc/4OYH4l9WVTkI7WOGBFM6/p+ieQ6mrfCjGLxWI5wDjgxJir/Wmecp4A/oZ0yd0KtEcEw82eclzEYb8UsV141dX+eABPOZsRcbTERHXCGYkU9udUctt/IUXwtbaCMOtH3mOf4inndCRK9RdE0D7lan+7MXN9AJk8MAvzc+Up54/IZ/jc/JkQttwFwB+Q5/9/SFSojIqmib8j9XrTEPf/RCT9uFNwmShbZLSsSZGRldMTqV97JTszvUphbaYwrK3qfYvFYrHsvxxwYsyk1+4CcqmYAbke8bUahbjCv2r+br/4gsO2333Iw18krtr2RLyIkKOQ1OWEiKXvBQKV1ftkZ6ZPjzy2h3vvhRTKT65PXZFpTDgUmOtqv7Ca8zogKd3/uNqfYe7dA+mefACYjTzLRGTMULyr/T+Ya9sgJq/5QF9X+xeErZuARBzzkOaJWZ5yzkFGSD3rKWcwkhrejHxfHgWWGsPdvkjn5r+r8jkz3+M0YGETqL/qBhxL045yWiwWi2UfEtjXG9jbuNovRX7B3+dqP+RvdS8yt/A6V/szXO2/ixSDH5S4bMsFrRZuPDFQUnY58D/gPSTtGLnuQlf7VY5IaiCuR0RQ23quMxh4GolyVUdrYADQz4igV5HU5FeIIBtvzjsUiS6G20SkIcO9HwB+Z4Z04ymnHfA2cCESXets1v4b8GfEWPVviPgaBPxozn/XrHsS4mnWo5p9nwm8ZD7nvuY7xAKlSUfwLBaLxbLvOOAiYyCzIyMOzUfG+5TCznqmS4DkNnPX366jo/Ji80uecrVf0/DrXTBpvX5I5G28q/3ciPd/j9RDfYMIreWu9j+pZskXkOjU5jruozNwO/A68CvSHDAJqbmqjkVIqvA64FnEk+1sxDetE3Cc8QHrhDy/bHMvBThAX0QQnY2kIh9DhOTRiGFuK6RTshAZLP4SIrr+BswAMP5tr4Tt6d+IsFnoKecuJPr1XsS+fwI+QOrR9inZmema3evqLBaLxWLZyX7rM2YKwI8B5kWKoFpc+yAiJl5ARMRypKB/s6v9vDqs8w+zhwBwb3iXpUmlZSOdczcB/0E6AO9DDEYrM5GNXH8k0BGp3drtfPMMzkeE0tWIoNoAfIJEbK5F0oSlYecfjojTYYhAnIWIvwFIJCsJ+C1SbL8dEWLbgZaIeGuHuNRHm3W2m7VWI6JzMhJhKzOftwci7mYjz/tDoL2r/TU1fPZExIB3zhRvxAOI6F2UnZleWtNzs1gsFoulKbE/R8YGICag/0a6+HZi7BdigDZIh+TEiE682Ujh+WnAUCRScwfwNRLdqRIjEorNeg8gqb5OSLRmJ672Sz3l3AyUIB2Y1yO+W2+acx+pxWc8ChGJvlknklZIkfxsJMK1AxFTLyIp138BX3rKmYb4cg0EnkEiUXnIMzzbfB0NxCPPdAtwLtLFuBkRYiAdkbFIp+VjSEq3k7muD2JvEQ18j0TP7jDXfoikOueZzz3EU8611XnAGWf8KxCPsuOR79GjwGc1PzaLxWKxWJoO+3NkLA5Jx80Iqw0Lvfck0qHXASkafwx4JVyQeco5DxEQGhEt55u1qizG95TTGkkFTna1/2Qt99kWiRR9g4iq0UhaMwbpTnSAWa72x5jzA4joWYYInxhX+zt2W7hi/X5I1+gyJIq2CPEtuwupzypCbDnuQISSh6QQFZJOTEFShm2R55WJRMjuQwr3oxDxlW/2HIN0jYZMWNcizxFEAHZExOGlrvaLPeWcgYi/FkhnpWM+/8hKOlYrJSMrpz1wMfBBdmb6npjPWiwWi8Wyz9hvI2PGXf2D0OuMrJxUoHCoOy4NESezEBERjRSTjzfF5atc7a93tf9+6FpPOQFX+8/X4rZFiNCo1nDUpCgTXe1vReqlZiHp1BLgLk85ZyMGsrmIkAkfTn0y0tX5gBm8XeVMSyPc+iIiZyUS+dqBCKnbENHVBRFQFyIF/cpcM4GKiFcHJGoXQCJXPyG1Z0eYY3MRgdcX6I0Iqy5IKjIH+MW89yUSafw2zP2+HKkBy0Kic0uA+bUVYgDZmekbkYhe5Oc/EyiKNOFtqnjKORSJdH7SBLpALRaLxbKX2G/FWDgZWTlJwMuIaJiMRJT+gwiKNkikqRRJwX2HWDIA4ClnGOB6yrnD1X61DvrG9+ovtdhSJnCsp5wrTT1b5DU/IbVWg5FOvFBNVwtEOI0nbNSPp5woYAQi3F5DolnbkJqw68x6BeZ4FyT9+iJwApKKLERqrtoj6c4Y4BQk2lWIRMaOQlKCiYgwWwocgqQq05BU4SNI1KyV2dpFrvY/M3tsbdZ7Hehk7CtmudqfwK42IZMiH5aJHhaGrCw85fQwzyQeiK3s+2KE6DVIirVZiDHgCkQwf8euAtxisVgs+zEHhBhDhMh4JOoyAflldwQiPg4BhiBpu++BsbDTC+t8KgrVG7IwfDYV6bzdcLW/0lPOL0ikKsvs6XOkfut+pHC9o6ecbmZvhyKp1lTgT4hYmoqIuWJEcJ2BFNTHAy7S4dcJSTNuQBoN4pGfCY1Et9YhEbXjkWeVhzyHk5GI3HJEjOUiAvMSROiWIVGw78Nc80uB55Go5FbEcf5+87l2wYxGugSpAduBpHHnAXcaj7Snkbq1GKClp5xzIhsYXO0HTadnOc2HLKCNiZhaLBaL5QBhf64Z64MUxT/nan9JxHsKeB8RFF8gppy/IK7wdyFipBNwA/AvV/uv1nc/GVk5ChlqvTQ7M32x2cfvkUL42yPH4HjKOQp4CkkV/oJE8pKR7s5SREBtRATUS0gUaCAirgJU2F9MRSJhCngOGfuUjES88qjohExBhNgaRGT9iojUQeZ5BMLO74iInCDy/ErNHm80xwsQwfgsUgf3GtL88CoSiXzNXDve1f5uNh2ecs6nwp1/CVJHtsTV/kdhz22H+QyxrvZ3i6ZZLBaLxdJc2J8jkvPbIAAAIABJREFUY52QiFFHIgZtu9rXnnIyzTkbkWL+s4F/ICm5/yKRl1sJSwfWB1Va3lFHBe5B6++Rmi2Q6FNLKpln6Wp/pmkiiDf7eRpIQARRCuI3FoUIpUyk1igGEU1BJJIFcJY5phEz1GhEmLUw661COj5DkaUE8+di83e4Wk9CIl8BJPqlEDf8p4GfkRTns2YvbRHh1wUoMWOTLqZikPdOzPD2U4EXXO3nI0J5Ylhjwj8jns2Hkc+rMTHp4cuB71zt/7I3793YpKl5AeQfIfOX6v4/1XS+xWKxWBqe/VmMfYcIit08xoz9REfgQUQ0bEQiTh8Yy4m7kMLvKk1DKxlajaecAUC0q/1ZkecPuefjK3b0aHNkTH5JoXfnRzGI99b3wExgs6ecC4GNrva/MmsNRsThVkQEbUVEjjJ/ohERWYTUYsVF3DI0XUEjQkshxfXKHAvtfUDYtaEi/bbm6xJz37bmOhAxthWpMRsO3II850PMZ5lg1n4EqSUrxIwBqmaQ91Cz1gdIBEyz6xD2fU1nRLDEIhHA/Ym2SBRyOhH2KxaLxWLZO+w3YsykHuNd7Rd6yumEpK92c8z3lJOBRGwUUtd0NhKtGRN22mpkRuJ4V/tvVrLGWcAVnnJudbW/OuytB4AWnnJGhISa2RcKUlsu26KpsHr4K5IOHIj8ss8HVnrKGYKkBwNIinATUhCfTIWXWIzZfzkSOQuJKW2OhSJhIXEVIiSoQnVUi5HZiQVmnXnAD1SMNypBflmHR8JCkTWNpB7LzPOMBS53tb/BuPBPQawsXCTqVd2oqNeQDsKV1ZyzL1mC1OJVa0TbHFmq+29MU/NuQX7OLBaLxbIP2G9qxjzlXIMIq+uAvyOpvN9HRmNGd7z747IWMccEysqfTVq17WEk/VTmav+NsLVaI6m3ia723zLH0pDC9beRqNblSGfgHFf7qz3lHIwIq2VmqHZIiD2NdDY+iKT0FiC/1G9GCvTzkZquUBSqPSJsChGRtAARZ9GI8AlQkYoso6JGLCS0QvVdUCHGysPOCVKRknwM8Rjrg0Si/oXUeD0FpCNiqycVXmxDgMuQqGMiFU0AlwLbTTdp+PdEAf3nXjO0eFv/DoOAidmZ6VVacdQXTzlJZn9fVmcYa7FYLBZLU2K/iYwhAmdJaUJsSTBaHR0oD26/O+8fu6XFFlw++NXyFjHFpS3j/y87M70MKSrfBdPNdnnE4d8gI4UuRFKatyDu/jOAuxEH+O7ARSbNORY4DulinIJ0yqUjBe9p5utoRAQ9jUSg1iHCphMitGKRTsaQYo4O+zqARMTCo18hW4pwQp2MJeb6aETo/RUp6J9p9rMFGfekPeV8i6QdX0JqwVKRhoFUYBqS4m2N2GNsR9Kru6l6c2xuRlbOFYjNxiok8tZY9EC+PyXU4PVmsVgsFktTYb8RY1O8EV8BOVEFJS3aT1teoIJ6pxO7iZh8Csx6S/sOUiAeei8ZSW9ujDh2JDBlijeiIxA/FOYgEbcLgqioiQzfdBrj/46ph0JqpW5E6m/ORKJ0ASSCNAARRe0RwXYKIpo0UsB/MmL5gDlfIUIsJHBCUS8Q0aQR8RZ6L1QDFhJipUitXIo5FocIlFgkSvccIiYPRrow3wK6IhG6MYj1xkRgpRFU6wEei7/1IKV1aVRJ+WhgaU2+a2GMQ5z/d6ula2B+RTpg6zTQ3WKxWCyWfcl+kabMyMqJA94AFmZnpt+XkZXTDYk4tQTyhrrjYoHp+Z1brp9928nzgTtDY3M85XjAQcAlrvYLjFnoW8CQgg7JN8y6/ZSLVVl5p8H3fqoC5cG5QPkkTjxlDof8ciWvvZ1A4TQkOnUSEv1qhUSACpDokkLsJXKRtGQASS2GRJRCxFNM2OvK0GHXUMl55VSIsmJEdHVGRNgWJB3aCYl0PYkYzf7P1b7jKaeneX6zkML7/sA3rvZ38ei64PHxr6mgjnnn7tMvq/KbUU8ysnISkQ7QSdmZ6Wtre52nnA6YgesN0fFofg6GAHPrMg3AYrFYLJa6sr9ExsqQLrflANmZ6SvNL/XngIVTvBH3p8xec8H23m3bIqnGcCuJr4DF864eGkppRgPxO3qkLPrlhhMygQk6EBgTKA+GLB2ODxDM78aKg+Mo/hfi6n+kuS7U1ZiHCJ9CRBwNQQRbeH2XBnRQvo4xLZLhdV/hYg12FV+hr4Nhr3cg0awR5j6zqUjXzUI6Fl3gQ5OKHBe23gokJbkcGSh+DnCtp5w8oEWoq1RHR/2gqxaLVWLGP6UBC2sx5mcQIqo08E4dbtMBec7TaZiOx0OAJ5A6ulcaYD1LE8BTTkvgt8DXrva37Ov9WCwWC+wnkTGAjKyclsDvgK+zM9M3PRlwfr/61L7HrTrt4M+AwxCRchswKzszfZcPPbrDXQ9u793uomXnHnJr9u3Dx3vKSdnat/3vVw3vP6rDd0tmt/9x9T1IOu96JPIVMj7dZr4+BBEPJYgQWoek/crZNQoWKq4PWU2gQZkXwUDFezsQO4tw0RjacykS+Yo15wWp8Av7F/BnRJRdh7jYD0eE1tGIlcZ3yGijTa72l0U+R9MJ2R8ZXP48IiozzLF7kNq4k8zzvMXV/pxqvi2hNc9HBJYbam6oioysnGizv/aIMLwzOzO9Vl2MnnJSkZRwcsggdk/xlBOPROimuNq3w8f3EzzlnIxEfx9ytf/pvt6PxWKxwP4TGQM4HBFbJZ5yPlZwVdfPF+x4KufmbzKycjYgkaEn2v6w8lFPOQcBY0N1YjH5JalxW/KjVOnOiToDWy/YeHvrBRsPAk5E7B8Oo8IQtaM5LxopaicISkGcCRt1psIGIkR4RCncbkKbUFnIjkKzq42FRkRZyNm+DOm6jEUE2HxEKI1GBFcx8Lyr/ULgVU85r5lI2NmI2ew1iKCai5jaApCm5kUBcUu1vwZj4eAp5w2k7iwkMlsgKd3bELF0LFJLB8CYacMGAptGDpm0PuJ78yPiIbbTt81MGNjoan9F+ImmqWJqRlbOmYggrfXPqLHVeARI9ZTzJSLMZoUNJa81pjM0u67XWZo83wO307iNJBaLxVInmr0YM//S7dny+uPHbO/TzgXWTPFGuF0nzHuia878ZQDZmelzM7Jy3gDuQakngwFVHgjqxYjPGDH5JY+vG9aHmIKSh+/v9UCXliJ02uoKQXWuElF0DzLTcjgiThKB0lJ5oQDKRVwFqsnlhSJc5UC02lWklSNjjFKpSHsmIsIpZHGxwBzbhqTmAoj5ayoSkVuIzJMEdnY0gjjjpyIC7lFMUX4YtwHHp6l5Vy7V/UOzERchlhUa+MFTzgjk2YRGIX0WunjMtGFtkQaHH5GRUjsx46h2uuh7yklBohOzkdTpbmRnpn+SkZXzWXZmerCy96vhfqS79f8QW45K519aGoY0NS8ZKFqq+zfk7NZGwwjz7/b1PiwWiyWcZi/GkFRSvwEvTI5bcv5huqhtwuOF7ZNSVw3vP/upiTftLADPzkwfn5GVk587oOPAYFz01EBhaTtPOX9AvMKu7Thp0YgdaW3bJq7e+jSSCowClFEyJUpEyF+RyFSCWTYKCBi/Ca1BFbdpoaLzi3Vs8W4aIogU0rdEIlwfASOpSEVuQ2rMvkK6GkPF8zFIRGoZ0lgwE0n5OUiEbLFZdz2SnnzX1f5uUwdc7S+kYrTT15U8xyVIFKwIwFNOO6RW6n/Aw2aNUHPA2EquzwVeICz6VQ1bkSaC1dWdVFshZho4SrIz07Wr/TWeckqo6Br9sTZrWOqOEWJvIj+TD+3j7VgsFkuzZX8QYw8h9VlPlsdFxZfHx6SlfTBrUuv5G/HccaOBx1ztFwBkZ6Z/m5GVs2bGQ2fEDHXHheqpzilKjD0iKr+krPv4easQr6oWVAiyUAoxYI4H2dVYVZnie62B2G2FRJXvUmCvwv4kUSG4bjD3b4UIoc5IxGsREsE6EhFdX5njo4BxrvaXecoJDRCfgNg59EDMZsupZPxTbViq+78HvBd2aDsSUaqVmBk5ZFIQSUXWiBF1DRKtysjKaQu8jDyLF0K3CLvPfs+YacNaAccA340cMqlgL966CEn3/boX72mxWCz7Hc1ejLna3+op57zCNglbi1MSxuqAmtbm1/WrkcjR4UgUa+cvqEBx2RMJa7cfo2HLaroEN5B64oDgr8lFqUmlSau2lQTCuh3DOhxD9Vyw+4ghMA73CoiuMIMIdULmIWJKUxHJOgh43OwxBUk/XgIsWkXnD8dx3h3Ah0t1/1GwM623FDGYxYwNuta8NxhJVybW70nuiqv9EmQ2Zq3xlHMR4tb/lKv9YMR7cWbdOtdvVUevd35MKmkZn7D14A6FoWMHiggL4yQkNXsHMKmuF4+ZNiyA+OItGDlk0tzaXmdSk6Prej+LxWKx7EqzF2MA5TFR7dee1GdAXo82aS0Xbfx05l9+95tgTNR9B78w+fWNQ3o8cMvwZxZ3mzj/RaDngE4tU4PRgY4KOq6O6VK2ku7FvYvnr233w+ouAZnPCICGOKOmgqoilViZ1UQQmTfZDkkpho8mAhFjvyBRsaeRVOEbQGtX++8CeMoJjRX6z0ROK0JMYFdgiuNN2vHjKj7+DCTK1MdTzlzE2X9yqDkhTc3rg7jSv7xU999g7pcKtHe1/4vx0yJSPO0hQ5Ff6kVIijCcp5Fnc20D3GcnqdNW9AaSun6+YB1PX9SQSzcJxkwbFo8MZZ8zcsik8ipO+xqJuFbbqVoN7ZF/GExB/OcsFovFshdpdmIsIysnCojOzkzfGWGZ/siZGs16Aqq0JDnuxtjcgmB+txQVXVg6ouN3S/5YFh9dvuL0g+/r+N3iL5LWbj8aM9ex7SkFpd0WTE1IXlqQFBnqgp1+FIGyADoqiApUiKxizLBuDUXB2Ki2USXlsYjwKkVSj1Hm9TRgjYYrdJQakTuw0+/bzlpzOhX1W/x416nj+74x46DENdtKftVHzklT864iosDeU85hQEwl1hDRyKim5YiAuwMppA91Ah6M+CrlICONQKYRdDJRtVCx/c01PPraMBoRlS0qeW8e5vkZ24i/Az+52n+pnvf8Ftl7jRYbzZTTkeaKO5D6vd0YOWTSNqRecE/ZgHQY1tpk12KxWCwNR7MQY8ZRPxGxXPgAKM/IyhmRnZkuqSmlfkGRAHwTXVw+sP+Lk7+KLtXHAL1KW0TP3Z7WpvWO3ild1CldT+r4zPK8mBXlyatO7L00OljSt82WjVERHY0EQRekJqjovBLiCsoo7NK6vCwhemXK/E09kXOjTHdl4dY+bcs2HtszqefYOeNjdxS/hkSp7kYE0otIzdeXWhFcOPKojrmHdTn20cz0yeH3K0lJuHFJxmFu7//+MBF4Z6nuvyojKycuI2vlTcCU7Mz06YhoSvSUc054FOt7jj3vEGa3SSbv/5DIyJ3AT2HLf4q47q8MO/YZYsK6yfzZiaecrkjaa6yr/bzQ8THThnUAckcOmVRCFbjaz/WUMxKT0vWU0xeIdrX/q6v98JRnAIkUJlSyTJ1wtV+KFJDvr0xDmkxqnT6sKyOHTNLs+jNjsVgslr1IkxRjxvgzDamvSkT8sboCmUhKZSXS1UhGVk5HxAtsDhDM69lmSnSpXgdcBRTld2ndNia/JKHnB7MCq688KHXrEe3K269YH9N+5oqDizokqWCU0iqyDkwR3N6rfaD1wg0qWFQejNtcsDZxbekvQehiuioDwEoFBYlrd/QpnrexLDq/JB9x958wxRtxL9LlOXuoO+4aYE1+l1ZP5R7WpRth0YeMrJwRwGlEBcYVtUt8eVv/Ds+EPYa2yIzLeGD6x5z5ZSylwd8xUXnKGQQseBanZTSH3ridVvGnMX6JqfP6NrRAmpp3KuJB9uJS3X9nHZWr/fBUVGTNzzDgj0gkawbAmGnDuiJWEZ8AfnXfu4h054NAghGQ4fcv8JRzJRV1eM2GMdOGDUKGuT9ViZ9agzNyyKTVY6YN+xZ4eMy0Yf8cOWTSwoysnF7Iz9pL2Znpdg6nxWKxNHOapBhDnPTvQOwP/oj4Z21FCvHTkU6/2zOycta3WL21VzBKZXaYvFTlHtJ5+Y6+qbO3d2+1OGnFtoMDELcjrW1CeZSix/j1gR5/n1UYU1geu7V3W1RRWXmgqCyaQEAFgfKEWFad1JtOk5fo2G3FgTbz1uvlZw3a2m768oQ28zd2UZC3pV/qy2Ux6vz4LQXFLdfseBy4MTa/pKjj9BWPmX39iqQmewI3t/l59U+IQew3yau2PZudmR5Z89MGKb6f+fZfzhzPX87c+UZ2ZvqajKyca4HNaWpeANLOAnb8jonzEJ+wJ4GPoztqP25U4jFTOoyoLNN6MmJW+xZi9QDsHE/UxtV+ZWJiHGIkGx4pyUUKw+tak5SFpFZ3E10NVKO2R4yZNqw/MlXgxZFDJoUPiFdmb9WJxN6IuW5vdvdqayzaAn3M3wsRE+JjkAjnXhNjY6YNOwhYM3LIpPy9dU+LxWI5EGiqYuwX4EPz9xxEiP0BESFXIOmti4GU8qjAxtiCEoLxMYGUWat1SVLsMct/f8iZPd/7ORibV0zqd4sDpclxujwuWscUlsXrqIBac/JB6KCOSlq9lZi8YhJSEoJRRaWl+T3alC3u3DImZe6GqKSVuYHOXy8qXDe0x7MtNhccnLAp/+6E9TuuWHzxESlxuYVrWr79478RUXgUYqjaGvjK1b7OyMpZBtzRc+zs3yKzFu+NHLpteB14KzszvVLDzOzMdEktZkKamncL0rWZD/wb+GGp7q8zsnJmI0XxR7P7TMbHgKSlun/koOvLgQs85dzgan9JRlZOXKgGz9V+PhFpP/PL99HKv1VVE1nfZtKWfYDxITGWkZUTQJzyF5534kNJwI3AeyOHTGqI+ZJVMRBJxX4MbDR7S0SsMaYg38+q+Ag4HrhjzLRho0YOmbSjMTY4ZtqwOERMzxg5ZNL/xkwbdkHYvSYh0bkNVS7Q8PtJQ5oyPkKaMSwWi8XSQDQpMZaRlRMPHIrUhr2MpPrGA1ORLr3fAschMxm7AcGS1OT/9H7u20/jNheOnPun47qqkrK4xFVbdaCorDy3X2ogedkWFo0arKIKSojflEerxZtpPXsNLTbmsfHYnhS2S9QbhqapNrPXbOj75vQH5192dNaq0w4ua/fTqm293pu1PDl76+gp3ogk4OJ+r05Z2f3TuSXFKfElU7wRNw91x/2M+IEd7Gr/jtDnOO/Eh9rmFaacuvqhAZNiby1+x9X+UhN1iTdjigAwMzJr5Vy+VPdfJl/5ILVoIeYhKavdiq+X6v55SKQukp8RX7NNGVk5RwOjM7JyRmdnpk+paR+mpmyHq/1IgVcbLkWEzI9h+x2MRPmeNp/lRPN3Y4qxscjPVLjprEYir1XWxIH4qY2ZNux7JFpY1Gg7lP8O7keE4b/DRZ/5udlbUbkQa4F3kXFCFovFYmlAmowYMy7qfwOuRKI/M5GISSnyi3pO8uJNvVN+XvPSqtP6E0yIjS/extakqZsf0THRwSUXHja+xdrcjimz1pcnrNkWLGvVIrrdD6sCwdhoYrYW6B2926vidkkUdWhZXh4dpeI37vg1dcryzcXJcUfpqEB0WWLseiDYZsHGvJI123OTl+eO2t4zZd6vzrAExBfs4gWjBm9vP3X5okBp+Tqklms2EilYfNSRMwd1PXvrJTEtg/8970TaBINRmTvatDn7F++UE81H/B1ws6cc19V+gxVjm1/MK2o8kZ0GqT0HdW31U9KqbT+42g9mZOVsR8RvjREeTzktkejRL0ijQF15AYlGrQs7Nh9Jo04dOWTSyjHThl1BI0d8jEXELsO/jTHwH2u6dsy0YT2QTtq/jxwyqTFHAP2M1Eo2iQkCI4dMKkIGzlssFoulgWkyYgwp0B+CRCe2IvVU7yPDqC8EVLsZK57ZfFiXe4PRgURAR7egQz7xFLZPigp2U2eo1jpazS4Prjupd1Rhp9aBlvPWBWO2FwfzurSOAkXKz6tLCjsklRZ1bxNT1LV1y61HdJsFHEp5cF38pvxOpVOW/6nLlwtXakj56c5THylun1SKFOz/GbhBx0TdsuGEXnOQGZVnTvFGnAy8uOWnFoO2j41/av23yQO6nrmtDHho6bqj7l27ud86I5ZAuhZXUHmkao/JyMpJAorMgO3K3o8HHkDqvXqh9eloNiEmsndmZ6YvQIaHV4unnFZAHBJVWlSbvZloYIvQBARX+2uJiOBlZ6ZvJeyX/Mghk9bUZu19yGnIGKu5NKKdhula/bKx1rdYLBZL02Gfi7GMrJxEJO32OfAnc/gcpPB8EMZotfXc9Su2HNblqu19U6OCKChDQVBHnZSklqsBW4hSbShT7Ding4rfmK/azVhBcau4klVnDyzVMVFJcWu3lbT7eU3h9n6pMXn9Ok5H6rXaAGcSFdictDL37wnrd2wGJm0Y3L1/cbvE9xAB9T2QO9PtlhTfofTPA29fV5Cdma4zsnKGI6nS1q0PKTxr09Sk75N6FgNMGTlkUtn73+YsA07OyMqZBzh4I17NzkwPfb6GenZtgVcR08+q3PJDpqGbD33yy7jilBbLE9ZtX03dxyb9DRHMF5quzdpwJXCup5zrXe03dZFVJWlqnkI++9q/TeVtJFplRwBZLBaLpUHYJ2LMFG33RIZf/7m8hPN0kIzoeFYjacmDqJjnqLVGpcxaQ+yOIrb3aUdZYRS6TBHTUqmA0kAUKDQaFUyKpzA2mm2FJcGCzq3n67iYjUDf4i4p6xdfdnSb8viYkN9WSGg5QMymo7vnbjq6+xnAAqRj7b/A9OzM9I/S1LyeKkq/WFYQmJCdme6Z6/+GdNRtCUSxo+8fN76FDKsOPhFzc8/uf+jx5PqevYqLY5MmIGKoB5J6Cn8OhyGGpY9kZ6ZXOmA7IyunL4CJYEVSiKQMYzKycn4FHsjOTH837NpoRERcARQkrN/xdML6HVHA/eEF9LUcyD0RmZlZl9TcSsSepMDs5RBgbnZmemPWWjUGgxCx+/LIIZP+i3h/WSwWi8XSICit967Vk3HQfx2xFogH0KFx2pip22GEtheVX0x0aRklKYlyTGsUWi5QqpzdZ0gWIF2XQaT+bLD5egeSbouJKcn7pc/yyV/M7XXKtvJgzAUqQMtea6cuHLho/KOfnPRAIZJSzC3ZGuhetD76Ly06l0bFJOtRiIi9HunovCM7M/39jKwclftzC9VqUOGAuNLCVw9r9XHf9rHLv7/6uglnZGTljEac8K/IzkzfOSczIyvnBMQg9m5EtJwLfLOzi1LOeQ8gOzP9/LBjI82xMeb1+cDziKh7Kuy8G5Au1DuBL2N2FF0YKCnf8u9HzsnxlBO3Kr3fb1b9rt+NKPU00qF3JzAnOzN9bMT3LAVQ2ZnpW6r6vprzugCl2ZnpO2u+0tS8M4EL+924/t2ktJK7oqOK/vH74578fuSQSXvs9m7qtroC3xvDUsZMG9YaEbyzQscaijQ1rw1STzZ2qe5fr3q/MdOGdQRuAd5q5I5Ri8VisTQTKvOmajQysnKGIpGcy7TW8aKbNCjIXxlD4dpoQKM1O/+EKE+Mo7i1zMJWSqMCyGhuUW9REZ9FBYMkBstRZQVElZdyeOg4YiIbi9aB5K0rBy6KOuqm8m3q4q2z4+K2z1et+iybdGJJVNzDSG3UP4GvYloGJx7U8schxy96rSNav66CZdlofRnSkXhJmpoXV7o98FDJ9sDmvMWxX5bExfcMzClc0O7duQnX3v/qacCKHUtiO22a0eLbM9yvTuzfYdbrA7v/fPvxg96atXZiYua6r5NXItYULnCKeVaBjKwchXQaPhnxKM9ADGEByM5Mfw/oN9Pt9k6amnd8mpqnTArzdkS0LAZiS5PjLytum3ieueystj+tHh2zvSgOKD71f/9I67lyyunxhblHV/KtewbTxpmRlXNJRlbOqEq+t9FI598jEW/FonRyfMfSi4BNww5981DglTHThnWq5D6htdqb9ariWsRQtkPYsT8g0ate1Vy3RyzV/bcs1f0fra8QM3RA7FAafJ8Wi8ViaZ7stTRlRlbOZcCbode7RMC0pmiTIqF7KVorlNIEg/I3hGZEqtCphMJoOmjeD+iwc7RSqoyAiiYYVBANgWhiQaODKI0KKKVROqg3pxwUnZcfR3C96t+yfzH565T6csiNRJUXDwkGUUpxktmnXt+uX4ttianxlJd0PGTeuITlXYdszUtI/TmutLBVm8Epn63/LrFdi3alLaNjS4Jo/WN+eetOW6NSf9qa3PnFYBnfF6yNXpvcq/i42JTgEz3Oyx0Y365k+JrV3a/NWxKX2rr15h3d1sycsrLz0QALTBr32Q6b5qmTVj/XteTCtuuufXH1ibl5XQ5GUqvjgMkZWTkeMq9wAxAPejCK4Wh1OdIs8F+gJbD6yg+uKP/4N/ffvqlN71Ct2IwWG/PeOOqhif9xtZ/78QlX3Nd13U99y1NjUsZMeWbWyKHfvhP2HfqEipFRw4G4jKyctxBhcTfiexYreyAn/Pu+VPf/4LjhUz+MbqH/DixsnbTuc2DbN6+fln/vMfOOB35aqvvvNBHNyMoJ+VllA69U8eP0KlJjGG7v8BFiVbGy0iuaCCOHTPp5zLRhlwKb9/VemjMfn9A5Dig967s1DWoe/PEJnRUS9S4667s1rzXk2haLxVIVe7NmbFBVb6gAtD28ZOevexFkAEpSkbDz75AoC5aBipLzwnWdfB0NClQUREWFrRnQKK0pL1KUFwdUwZp4oluWkti5VAWiFK17Btk8uw3Fm6MCHYZtg0CU2UtQ7VgTp8vaJrXo1n5hi/mcrMvL4mPKo6I7bF6TEuj2u/WlhbkJgTUTWgda9o0OBBLyjho/79LAgH4DU3WAYGx0wUU9Tswt7dnl59J1uX1Tt8Z0zI0JFrRa835Km47dluQNyJsSdfjMrw6N3lrw/oaeA37jF2YlAAAgAElEQVTIT2iXAJSVBWIOzUttf2QwJmGbCpSdrCjP1zrQHaU2IaKnHyK2koGEbhmbN7VILTvu6PxxHx8z9t0v3j796W3FcckzgUtXdDqy91nfjD70i2NueiIjizbZYq/xXJqaF/esmvuPg1Mf33b1oAcKygYmpRFQj42ZNuz7kUMmhewftmHGTyGdpZgmhpb/3955h8dR3Xv/e6Zsr6rWqq3cewUZ47UMuFFEuaZGtLy5JISEJASyIRcIBEICiQLpISG5kFCUUFIAORRjbMS6yRVXWbaslSWv1aXtbWbO+8cZOULYYCAXBTif5+HBOjNz5szsSPPdXwWL7/OAWSazALaM/Hw3vDpfBXPNgTUqwIY75zddDtYs/HsYJrpWvPWga/u0yw705IzfPXyOyx5a7QWLOXv5+dsaDgM4PHx7TWXDQQxrvv6fTE1lQ09dY5VU11jlqKlsGBzt9XzSqPd5rAAeB0uk+MDFiN8HAsAHFqLAxRiHw/lY+DjF2HfBYnquAKD32QYBCChl1i2qh4BRSt5zIgAQRIxo782gQ8MjooZ6t5lBVYrcOSmEXnMi1SMht7AL2iQL2l+0wViYwZiFSYQPGJHoMCDvjCiyURGTKtbjrT+cDatXI2PKwphYvAm7Dp5OAn9aIjumJZBskjGtaotBcObCMdEE29g0MhFZSHQaEZo+ySB3poG4BKfaaSiY3GIY6MqpyDXG6LTiBho6OobMja9zkIOZ7LY55xY0bZnz7YvbfnXZNt/1StycQ3td40r/vOVOc84/O015zu7EBb2PKekei8ccHxRaShY+mxHMG4iIa5orzm5TUuLWSJP5Cse4QUmMq1NSBlvMlBqcLaoZJW7O3b7edGlfSCqyHTbMfQ1xdFz20OppHfXOMfmL6B3xNtOyPu+kzKsL/qfJaIlZZjf/8x/5T+731sc9k+wXW47kkjsfHERB82UPrT4AYPD525aFK0hTAVCq3nLVXV/JHQwe/cfSBxQA/xwKzq9rrHIDiI9sLF7v88gAnMAbEbCMzu5h24Qi4HsXvPn9WHUgdDxIvoI0zXJMyftJ+WX9FoNT2wfmdv2kcyOAc597eKbf/LfeUHUgFBntBX1YdGuS/WO8BgWsNEvH++34QakOhLR6n+fLYPGlnA9BoNZr8vmDn7QkHQ5nVPnYxJje8udz+n8AgMseWm0AMJEQfBvACi2LHEpABFEThpIpKQAB2nH7FyGApgJKikA0AsKwKxiynoH+y4IGAEqC4Ng/XRAtGvLmpWCbkILNlULV+auwv6sKVCuElhWw5+F8IEZAVQFKdxbho1Y0901BcsCCTDgFo6sQbxy8BM3PVyATFtA7aIcrvw82xyCaV02B4pRhHJNE+9/yUDCnH/E2AQO78uHICyNyrBDlk/LQFysiFeV7iMUdxv7D5+HlrVcJ1ZfUSeMqD0DwCFAM7vFVTY9ic8WVNJ6UUXJaD3HSY7Rl62zr+v5lFdrpxfI5Ox6Z4m3dpMWj1jNybd3iwVJfiRKTJmtd8Y0FTYHCkiX7jLsGq/LP2vuIQZNFaYPxwj3bAr7r2nNzTed6nxWDqdOshQOt9w0WrpiR3qVeUHhef0oqEf5ecWhTJ6FaZd6q/TtTBtv3DELCrfWkf1ct/kxtcvie2Wy45BVjKiL/o6rsBZm8YKIgkwsP7/aKRGve9q3Sm4a6BDz7uznFmG37LQhZX+/z/AisP2cnADOAXyiaNO6CysfvfXnbdSs0VTxeAFZ/Ef5cI2L6sodWFwxLBJgcPWgS+7dZfznmnOg7LGKnim5NmQ2WyPFIdSCU/jDzfFjqfZ5CAIPDzrsfCvWYXuj9IZgg/fLQvnWNVZeClXb5QU1lwwdaZ73PUwAgUx0IfZwWt4UA7qr3ee6pDoQ2j1iPFUDyRO7Eep/HA2aFWlUdCJ1yv0v9Hn6YosOnOv//SYur0SBQ6yUArgQw4PMHX/0YzncagPsCtd77fP7g+3b04HA4jFGtM/b8bcsyYIUzr3uv/SpIE5n3k/bxYC650v49QqkxV7uRashN98kO2Zw1uk1BgdocJGtxUEgS0TLM/SmZmZHMMSUJSlVkowSOcWmQ8Sr6W1yI745D8wCaQkBjIpQkQWFVFJ1bcjF+2i7QQjsESUCiy4FDT7sgSblwj+nH6dVvYsdbizDjir0YPOyAkhKRHdQw44LVsJ4+CW37J8FsjkDKSjj/ij+jbc04UNmMybnr0LG5FFr7FOSLbWhLVGBXzzyUbM/FuNnNkFvjMEajmF6wmpiUGMy5SSSNdnIwc5a489VZYl46jiNnzURe4RHBuSVsExIqptG/pgu3HS6KL8lZab5SgVFJYX9odsXReCkpmN4jKQ7HF/LHhqSJZKtweusbpCy2u2iXa8V3SqxNSnCgmJTGdhuU/do58UlOs2Vs0rRl0dX/41h3tGL8kfUktiF9D5F6qFd5Td279Iz+ou49Y1Mz7Td+tfCO1X+p/zp55tCtdpt5oNBannr6vqk1d8/NWXfULJFnUnFVpDbxFQBLwOLKfghWzPe07fI5ztJrQq/csPJH98946fUfACFUkCYjgOrC8U/smfOdlnMwSO+57KHV/udvW/Y2gOeoQt4IrDqjBwDqfR4LgO8D2FgdCD0PsJfOY+QBe4TkzQaw6fnblmUCtV4LgIXJvcoBsCQEMwA3mHvrzRM9a/U+z3VgsUh//ijP9og5iwH8HsCrYEkhcNx66CiAv4K10xr58p8A1g7JCOCUxZhudXwULHbuqx954ad2zlkAzgArBNw7bNwKdm1+sD6zfzjB4YvB1tmKE7i3T+HcBMAcAMHqQKi/3udxAaDVgdApterSj58H4HB1IPSemcKfYGSwL8CdYM/f/zURsOfvUyNoOZyPg1Ev+noqtNLJFJg8FA801MT6l8P3qSBNFgC5AAbm/aQ9r2enef7AHtMka0FiXt8OxwqVEoNozOLAr93Ec34cFo+A15+7FIJJhbJXhGiioABkuwL39AR61pgwZdZ29PZ7sCs6BUpMBAhFNmtEfnkInS1loAYDtj+3AEZDBPa8OPIrDsFZMABTXgaawYiBUD5sFWn09OTCtTKF9vRpMHV3YO55a2HUkjBs68W08zfD/bU0QBWkYha0dUxEx9RxGF/eDCmYgtqoosNSjMopzyAnNhn2wiSimh0GYyF65xaT9r0lmGhoNhVNH0Rb1AZ7fhyCRrB06t/Ilsj5eGPLQkypOWQqW9BGizMtFCUyLMakMKFkAyb0CfL0mW4075shjp2zv0ByEkFTRK2goMcrWWNyVHQRuTg7huQTskW7oC7nQGOyYuWB7N6tZ1qmHXvrkhsX3tn5dNftr5d8vn/6vN4dc8p3tbywqfc8wZnbHZ3dtEOhaXxjQHa+ZZPCTTSJ4P3b/zdy6WmPvOAc13szwkbZ0Xzs5rDo3l3v86y5evy55/350G0355Z0H57mXTtta5NzdyyV2wUAT/xwhTvTrs169QrtjRXPHtXAkgUq5GJBC9R6w2DB/HfOpmuWNOAKEwi5DSzRYT5V6YOChdSDxb2NB4truxAnEGP6y/kiANPqfZ50dSD0t4/67Nb7PCKYO7YBwPZh57kHgBPAJdWB0MjabT8BYNQbtH8QFLDkjt732/HDol+PAPYZqGAFms8E8PnqQGh4uZLrwSwyLQDaTjLdS2Cxf7vrfZ5vAHi7OhBa9z7nnwnAUB0IbQVQAXavVgF4CEzwCQBWnuTY08BCJdZVB0J9YM9DLYAX632eDIAd1YHQp6r3ps8fzARqvV/BBxD1H/F8zWDZzhwO5wPwsdcZGy0m5++emh6Q0lBRCoGqjonpmxNH5WYlKp0HUDMxqBMEpETb+DQpqw6T9pcdyJGPoae1CNGB3GEzDXlbCIyuKMz2LBJ9JoyZEIKSFhHuzkHeWRmMndOEUsfbePl3lyMTlzD1xmOwOiOYP/VZmIwpZGISkgEJu/vOxpzL14OAwCyHoWYlHNlbBu+swyACEDpQjMKKTsgm9XhMnaYSvPKbC3H29S/DaMvCHE7C3h5FT3ku4BBBkwBdn4XTmMLhgQlwn9uLRNSM8tARCEYVA143XNsGYaQZHA0XY1t6PuZeuAXdA+WglKIw5zBiu22UGESSo/Sh3TkeiskMgxandksf6W92Y+zG7XBNz2LQ7MikBUum9eh0i6O1kxySZ5DiRUF1Usu+iNGWMPeY82TpqLojcmbewYZ7l154buETFvPlGlHHmynCKgaa3FlrNNpdsKtVCkozH4ssKFjlOat96bZDF7+Y2Rnt3/K3KvePLr7mK5nD2hWQ8U25UHjjtdcv7F/Vdv1tt994x/lUEMv+tv3qb33t2h/MSUUctt1Ns3PGtwV2F56T3Kr0a0tBMTm1Ry3QErgLwNkANhgnCkfMU6SMzx/cD7BYNbCm3MfARNNaAC3VgdDCkz1PdY1VOYbX++8yrBuMCQntRQA91YHQO0RHvc/jVKnwh0PhWW1OQ+/zYyztd4FZ9IwAHgTLCv0jAKE6EMqMmF8AYNB7Qg6fUwaLz+ofNpYHgiLXRYYmnz+YHTZ+F1jZl/uqA6EP9IuuZyvWgvVf/QNYM/o5YC/1AjCLSxeYqCysDoSaRhw/Cazp+9PVgVBy2LgJgK06EOrV/20H+6V6AsDm6kDovvdZV51+zMX6tV0CYGd1IHSw3ud5BSzDd1F1IBQbcVwemPgrBfDd6kDocf1eXgSWeXwvgA3VgdD9H+Q+cT46gVqvAwD1+YPcmsb5zPKZEWOnSgVpcgAogEAroBEFrO7XVYAStVaEi+IhU/6Y0h5iy+/H4GCBMG5RC3Y+MwtEI0hF7QAAY66CsWfsx5S5W7H69xch2pkDW0UKkxbsxOLLX4IzbwDdwQKoWRO2bj8PeTMHoEHGxMI3YRX7QSHAnhMFBZCIW2G2xCGKOC7GlDQgymy9RK+uRhQVQkbDYMwNozMJ2aDC1JmEYiJQ3SaoCoW9IwFioIjnW+A8MghDfxohrQwduV4UeDoR7nUip6AbJlMGag+F0mNAfl8fwuNNUPLMSKTMyAZF6rDFCLKgRYkuMlDuQncoD7aOAZrf2UW0KWaEp+dAq8+o5ryYkMx3kW3Ny7Xg7oqsaSBmvPSs32rCDKIliD07sMlpyJ3dLw7Gc+mUIzvCxhz0KA5DTuu4iWJX2huVYxFH47OLkueVPP+P4sF9M4weoR8aVvTtMOz5wfrHMgu8r5QbS5SeKbfuznF2dIpiV+YK02sD1wEYdCyTJ2gKXZqosCVJZ/ZvViXzs6q725oAIFDrfYgCU3un5t2RzLe0WH/UlhS7s69TiTjSy9zVpn/2r9BMAkn+vzET1AmWv4K1PiI1lQ0xAKhrrJoH4IdIaQsNq/tC1CHZjC/37xIy9KLqQChT7/OcBeB6YkRt12DxA2tDl05xGXqfXVFaNxfAdwDEKcWX/tR8x9uXeH+3yGXscwD4Y/LyPCJ3p03Sm9HXIg+PvwlMzHxheMZlvc9zC4ClAP67OhDq0sfuEayosZ4hN4k2crXPH4zp44+CWa1uHm5xWnNz6QwpV1AW39u2X49luxrAs9WBUEe9z2MDMFW/5t+CuXSfAXNxiWAZhlYwl/PAUPmHep/HDRYbdtLAbV18/RXMIngxmAuzGqzYcQxAuDoQSpzseH2OaQDk6kBo5wm2nQlWV++5keJzmNWzEKyGYD+YAAtWB0K/r/d5SvTrOak1Une9/hLApupAiDdNP0UCtd7LwEJMHvf5g1QfOxus7/DDYC581ecPfn7UFsnhjDKfCDflx0krnRwBi3sYaoa9FiwT9DgVpGkKDnkVY27a2/KKcHsmaiunmvQmgHON9gGFpiTL/lXTcvevmikAaQoIJNZqwrbg6Ti0dizGTDiKZNiEyYv2ofn5cnRtc6N4YRf+/qtrUFQRRMW8JkxcsA+ZtAmJmB29rfkwW5NQVQLPhE6Ihn8lMmCoe4EkgGZVvPG7ari9vZhRvQVGhxlmc5K1JhAJul05MJqyEKAhXOEG9QJUIyglrRAEBebiGKhC4d7ZC2ssgT6zG9HZFhCbCJmocMox2BAlxsE0jhSVkbVHlmBG+XYUFR5DaoKFqNtsMIkpaBkgOjFXEPJFMtibA0f+UeHMlfsNuV19ME4RhUHJRlL9NlGYTmjrugmQZ6QIHWd2hbMGc082HzBkDYXGZrsqykJOYac919v3pVi8KCXGumIokCXnhZh162V31YlKWow7HH8x0fRVQihVIm+LjwXQmbw8X4tPNwesr/VsIEbhFrNdW0pSpHTNI+OfkhPqawLwVNph+ELaLj+NtJoXvbYskrO23aN1a8ZeS8kjjodzHhH3xB4yvtlfAFkRE+X22SBEq2usOhesBdZ9lMKrEClEz89TDesGCEzCxPTpVl+9zzOoegwVaolhptuZfiQnQ19c/+CFj39/3pXXAIBcKoy1zBT7b7jnxZ9nsoYnx7r2KKflvn4ooTmeljfCnjM3LqhjhTvArDUtAKbUNVbtd9x6yAjgFrDyHY14Z0zOi2IuGQtCAZDjDePNc8U3U03qaTSBnKGxep8nzzJfWgWNxgK13llg5VFWAphX7/P8HqxMyVf0c12vP2EiWAmSlsjD43eA1ZoLOm491K5bFR8Cc/0G632emupA6HiG7AhyAOQD6AETX1GwOD5PdSD0Zr3PU13v83wdwPdO5i6sDoTe1bVAt+L5AWyvDoSeffdRgC7OXhj6edUyj5GmMB4UWV2ozQZLpHi/VlcnyeN+J4Fabw6AywHU+/zBo++3/8dNoNbrAuDy+YPBf+OcIlh86GGfP1g3bNNysFjNP4G5tgFW5PpMMKvrWrwr//0d85oAGHz+4Cc245jDeT+4GPsQDKvEfrCCNK0DczvFAUhNkQVZAKggTXkASgHTYQAXA2IPqHhN+FiRLXysqBnAdUfenuIGiBjpdNH2xnxBkgWiptN052uzMWvZLpJOGDHY5UBXSymyCQvmrmzAmSvX4VDjeOSW9qFp/QwIoopFV78OR0EEHc0VmLtyPayuBIxiBgLVoGQlZBIGmGwJGIwqBJFZ0zQQCCIgIXPcupaIGaGlBGQHDICYhB0xDBA3jFBAKJDNEMTKTcgQAyzWBCbM3w93ZwRCVEW7yYtWpQLlM4OQLSpyZg4SgVLkF/XBlRmEJKskx9iLhN0ORzZKSlNHkbYZiXjaQfSWu5FQLIi3WY0e2zH0STlIqlbxWLcX218/k4wtPoSc8d2WTKnRbIomiTMYhj0vcnUkzykc2T5hXnFBK8VyYEvPkodmTwoYBKdoTCjmPc6JcmLfhmmWWI9NnXTJ7sWyNbvC2J3+9RvPXfzkvOkbrnaJvZlQcUleNivn2SojWUMoq7Vsne6cs2DzuVqZ0WmKStQUitycdcgkm2MOg9XKeySbFkv71hZ2W/sS3vgMyytjKlWPNs48TWyK16oFckW60v42Pd02QWnuj0v29AX3b7xpt/Xh+AOZHOt9Jpr6Xy2Fwd/evXLRxp6ztxec3r6479DU5q1PVhoqDPvImIkburDAcoGlO35LosC6C8w69VcQNIBiLphV5rFArZcEar2XgrkKr8oeoZXZI0oQQCH8LEbLWCouMBQJIZrFP4c9vlHlmLaKukmb6IDZtkhqjL2lfAfAHQAmgwXbawD2VwdCQy9Opd7n2Qjgi6Q3cwXNM1yDuPIie77xgv78x8Dcl2OhlyvRRc5CAN3VgVBzdSAUqvd5VgLoqw6E0vU+z4/BivsOxYMuBjAbIk4P1Ho3+fzB9y0vEaj1EtNkoYgYyDVqgo4F3nGtJ8W53LCSqtRKs/hT5NWsGcBNxICjgVrvQZ8/OHCiY3Sr2fWnsCYjgLPALI4hsID2k+17EQDN5w/Wv8c+pwNI+PzBf2f7rLsBXByo9f63zx9c92+aUwYTtaYR434Aks8fVIeN/QLMUtYL5q4/Ifq9fAmAEKj1nu/zB9Mjtp8G9uXgF9zNyfkkw8XYR6SVTs7iX82zs8PGe/GvQOon9P+/PLS9gjTdDojFYO4eQLWRhdesKl507Wv5P73svj3bXlz8J7A/av0AnZ9bfsSZGpQtz99/DeluKZG1rASjI6aJIiHNG2eQaVU7sOWFxTjv5r9h8qJdePXXF8NZ1I+CaT1I9UnI9xzDnrWnYeaSbTBYU3AWDCIZtkA0aDBa4pANGoK9szGhbCci851I9pqQGjSj82Ap7HlhuIsGIRs1UIOM9JC7NCOjx5WHjsNerH5+JVbc/BxEk8YK9g6rFyfJKogAJHOt0JIaVLcRsTFWZGxGEKeKhGBHWHPCM7YTWlRAqGcC8gvbkTumC6piQMplhFySRVaQiWal1CBmSUYzCFkiYtzp+wWBaCACULQ4lKOVOgRNAPoP5c6Tp2rIaBJ96xfLHJP/e48Ql+xoS4y/2bGi+6pIwuowmOKR8DGH5nSFRTUlaj0TnNqkmTsWgtIzqYTswHS3EbJIqAAVzKW1mGqYvK3+DMnakcidcOY6cXCccyms0iHNRI7aN/S6M1bBqE4w57XvGJta8/eLwmff9FKLphJ75GveqVIkZU09cbQrG9MSkZrc8xfuX3OxGhZNol35XMHlXb+TeqKr4RA+Fy5yXksS6mMlgfYfRovt642DqazpIsMVNEs70i3a0EvbBODzYBa0twGkFU0aUKn0h3qf547qQGgLgLuJRMyL/udfNZ9cFxsyYJYvC4CnpRxhV3UgdHe9z1MDIFYdCClgnRtGUgbARxUaARAUQ5nfArgueWl+XnaB4zHHt1q+ru/TOuwYO5hV+QCArwNAdSB0vDaYnrhwAADqfZ5LlQpTEKXyNbmu1Bf0Y+8HgECt1wYgO/JFrHO+aZL0darSLnywor8hIpKWWKlNizycc6Hp2e7789zJGwH8IVDrvdLnDyonOzBQ670CQDGAnw253fRxO5gAywGLT/wRRnSkOAHXgInfE4qxQK1XBrNK9oB93v8uGsHc3fn/rgl9/mAqUOu9HsP+Durj78pu1T/LU0kqyAMT+W0j59WZA+bO/zN4BifnEwyPGfuEUddYZfrpFfdJvW1jLgGzYrgAfFc0pKFmRUEUtdmSMZurqdScTRksRFLTc8/b7OhqdwkdO2eKvmtX0cm+PSTS7UbgqeWYsXwLlIxAMwkzKV3SCVdOL+yGbnQeKMHG56pw2kUbEeuzYda5mwGNQDarOLK7HI68KHo7ctDXXoiJ85uQSZrgKupFImqBq2AAyYgJtpwUKAWONhXDM5EZBygFRNaCFEoW0DQRslHVm7+DiTiNQFVFNG2eBoOYwaQF+48fO9TOVMmKSCcsSEUtyB/TCWoiCHc5YXVFIJsoOjuKYc+NwiRH0RssoC77IGk74AWxSvDO2EcNmQzNO9wvxHOsNG2QSU7HICIVTiQdJhBFoyKlCjVABCECNKQhCQcASJmUaNmzZm5xJi0Js5dvExzRQWrIZNPxHFNa1DSTCoFSq9S35rFqW9/eQuHqy3+3btWWy87KUqNitKUCe1+Yvfnrf753ArGSS9zNA1oi3xwRNPpi/v6+h3z+4JGGB8r/Ejcaz5FV5YiBaAkIJExU6tWAlwfHuf4rXmx/LZF2PL31wMXnu8L9W6vpb0MA+nz+YEul+fWfmKXoxd+84d6n8jyD9T5/cJseHF0WKbE3Rcocd9nbI5eD4k1nR/QVsPinX/j8wYeGni/dJVQ+WO5stvQmigzxrODzBzvGCXumuI1d1Te99KMVVnN8oGTD0Z/1Tcx5O15k+wsoDZU1tD8GQFAM4jlEo79f/M3DQ/Fs8wH0VgdC71mot97neTJ+Y9Eidbx5Z2mg4wABDvj8wcf09TwFJrT+hhEWojd/OvZMTSJ+KpAfGBLK1QD2g4UYnAXgRz5/8D0zUusaqxYC+DGAh4oaQ2WgcMop5T6fP0gDtV4yLMZJBpDj8we7ArXeXgA2AB6fP3g8kSJQ650BZvF5HUASwO9HWmsCtd48ALYh92Cg1lsEAD5/cHgmKkYcM0+/7nf1Rg3Uei8EK4Xy8xGWJwRqvW4w0R3Sr0cAMAUsTs8IFo7xy5HHjQaBWm8pWImUl0YWjA3Uer1gYvQMAF8C8G2fP9imb5MB5L3X/eNwPglwMfYpQ6/XNQ0sC04BcxsdAfv2PRGAIojqOZoqOgGcCybm7pVNqW9NWLB3ZiRqbTIIWXfHnorOTMKsAXRR/tij5OLb62BzR0hveyGoRjSLK06Kxnfg8a9/HYJAyYX+OtrZUkL2rZuF4intmDB/N8ZMYPVcM0kCo4UiHTdCyUgw2eLIpGUQSEgnRTjyYqzzggrEBqywueMAIcimJMjmLAQBw7oz/EuUpeImhNty4JnaDiqK0DSC/o4cmGwJ7ApUYurZe2G39FJCQdQUsDswH2WVRyGIGTjMfTBHE9CsIjqTY+EWQ5DsWUT7rXCQOIxIaWmHQYCoNz4l5Hjj+kwKRDYwy5+9OQJTNoX24nL0d+bQ0ilHAIFAo0QDBQRCaaTXLkR6nZooaOSlB2r23PDYQ1o6YRjTsmmydVLVXk02KN22UHSnLRSbMFjubKCS0GjpSdxgDKdnhr0Ohy0UT8dK7OuTeZa5AAY0DeVZ1Sis3nrT3V+E3xfz2Iqi5c6rf3n1d5caxNTi2267a5xg1/oiY92NpQ1H+gnFLRoQ66gsygiETBYUrcXeEUllHMZp1mOxpvgY2z/ixfY1AI55Nh1dIqXVKzpn5a8mFDfl7e/tSORY3vjn25ee9dpvV06aOnP75puvfWC1MZ69EsCqcLljPyXkqCsY/o0moEQ1iKb4GNuPI+XOpwDMLdzeecwYzbiOLC47aO2MleQe6N8F1ui+V3/+jvn8wR/X+zx5MX/pEuRJWsmGo8UA1vr8wbf1OKRvg1XbrwF7KV+vi4sLkm7jWT3T8hdLKfUXnq3H7gQLF3gKrL7dF33+YGddYxUBCxZvralseMdLu66xSgYwV45n9rgPDezVRIH2Ts//lswF9zYAABUNSURBVJBVL/BsPGoRKNb5/MHfBmq9N4Jlbn4ZzMpXBuCq4UJGL7A6GUDQ5w8mA7VeJ5h4WOXzB/fpwnIzmJC7Sd+v+aP8vgdqvT/Uf99rhgvPQK03F8yFXAiWCRsCS77IBSv/EQHLHr7K5w8mR8777yBQ6y0H+6IQO4V9bwCrN3mzzx/cpY9ZwWLQ1vr8wTWBWu8SMKvubf/OWDcO5z8B7qb8lNFKJ6eh17PSGW6ROB7rBgAVpOlhAEUAOpqTs1+oICYDAKWVTtb07QTAxKqr1wyIAll8tKni1k3PLe459+YXHiifHny8P5Q72NVSdlcmYfqfX13z/bGAMmbBFasz087abieCoqWiZhKoOzt7xuVvyaBpLbhjXCIRM5GSSe0WS06cpCJmemDDNDL3/E2C0ZoBBMCWE0c2LQNUgyCpSEQssNgS7+i00H80B86CMIzmNMx5UWiCyFrEqxRWdwSJsB2nLd0AyZgFEViwtQoZVnsUyX4ZrjFh7HtzBiYt3Ife9iIk5VwY88NUiqXI4S1T4S7speXTDwmQBICwLqmqAlCNZbEa9IgYJQXaXeAmXQdLUWprR9HEo4QKAoiqQdQ0UZMEGgtbiDU3BntelMjxLLnpgR+Uq6JJECVqanxxsVgwrpMUeDtdiixOVEwSMnbj7KxBUhWLrBkHU4mU2yxkLIasKpLlyCgxGKR8QYBBpBl1+bxfWw70TJyfUU3OPPRt/drj90RAYYtJ9jgIKdJUwbnNPK9xsmlfWDMI4yALMU0SE5qqbVdFYWXGZkhmvE5X1mW6HcC3ALT1TXCvL9zT685pHqiiIjFqQCprlW877aJAP20Tn7xo1jNnGONZTTGKT4pp9TJnW8QGlp34KBWE6nCZU00WWN4Ac3WWiiklrIrEI6aVRsUoLojmmjZmnaYSe0ekUc5oCzUCUrd5kQ0Pj+8EYC3cEoqAiR0JwNu62HlAf7H/AExI3BKo9T4PYJlpMD0/50BfmSmS+S/KhM5y1SCEpYx2rc8fHMpCLQNzeb4OVnz4ODWVDdlArXcrgHFJl+HvYF9gnJQQNwiyoLguUOs9BpZVmg/2paYVwK9GWpR0K9pw69UMAFeBxdDtA3OzBSiBK2M3PC7Hs92BWu9CMMG2zucPvitD9BS4H4DpBBbAGJgdWQLLHL0GLPnkFbByKm1gQfH/V0KsECzeMQD2uSFQ6z0XLHbsRC7Z58Dc7XuGjdnAOlF0AlijC7I3hruGOZxPC1yMfYZppZMVAO3Dfs6M2E4BHGBeHDwH4DmWV3ox6hqrZuWW9GUOxOdSAK+zorvSI5ueX55bNquNdB0qDpXPbnlh07Pntiz94qsWEJr7lP+W1ZUr15plGa9MLNyr2sv7vvqzK2vGaap81/yVDV6jJXtMVfDG/remXjG1ak9hy5bJ2Zd/ftmWCQv2y+d+9blZogGmaJ9d2/XafHHhVWsgmVXY8qIEFNjx6hwqSgodO7eV5Hj6QQQQTQUlBCQ6YMH+dXMwZsJR2G2DsNuimLV8JxqeXAbRkEXlJQGIskKyKRkuTz8ESSWaJAEUFJTJMUoBNWtAd1sOisZ3goBClIF0xgZbYRKDx9zI9/YAAMSUAmtXDINeN+lq8cA7pwUkrUJKZaFZRKcKEIM5S1fe9TiszgQBgGSumcbsFiWqFMo2uU9STUCi0KoCEFVCs3IkQ7JW2T5kIpREKlqCfdcLPSRvY28VzSnukwVBsICZ40wgRDnw1rTcDc8sOV37xrOZMeOPErBYJlBBWNZKxqluMtAk5MIMVsC1x9SfpHJ7ZmnMaFVSFnlc9/4SJCfJBftfm6vNvGCrvPiml1/TOjC901Pw3xmnKU9IKSJEslOTRXLn/Ef/uOjal1fMzNua7ylqHwSwEcDB3im5MwglsqE/tcXaFffFCyxnJYtsYmyMbb3zSHiHoGoCWPkYNwBL1mZ4zZhQggm3aV1dY5ULrFjvkpw882xbbxJgwmaZKpFLeibnyjkHB9bbepImAOv6JuWsE1PK/JTbPOmyZZuHt4NqB3uID5zkV+EsAPeYBzP3+PzBtXWNVSR/b89fBA03g7VrKtEE0qSYpVxNwDxDXLmOaLQT74yPexeagNM1kTjSLnMIAHTx9tW6zYsWSInsctuxeI/jaLQQzFKYDdR6JwHo8PmD699rXgAI1HolsIzXZp8/+OLI7T5/MB2o9T4L4FKwrg8ygJ8BeNjnDyqBWu/3AcwI1Hq/pZ/z391Lsh8sjGLbsLHPA7AEar2rRgoqPa5sy4ixrkCt9xowa+dQiYwhtzWH86mCizHOh2Jkz8RWOjlRQZpuoZpoevCOnx13BX3v6wDLXAeupQAwOVHXWHURALWmsiFao2FfXeOaerCSCqFrz2ygdVLVdwF4pyzaZ61/yNS26dllfxh3WtPGqYt3G3as8v1g8/NLVuaXd708c9n2b4NgFgB4JhxrdBSEwxZHsggsKWKOICJJCDyyMSt0tRSRdNygVa58iyUYAMR39etaOi5LhGgAQImQpfnlHdTsyIjZtIRsykjM9jggAOmEDDVrQHzQpkX7rYLNHVf3vzVHGDzmwmkXbYCWZcItnRSgmWQoFW4QQlAxp4XFwRlFpGGEZhAJKCghoK7CmAAAlAqsppzmVncdPleeWBxAUW4LwMo+IBE1OyxOgUIghIKAaqCUgiaIMd9sVWieK0RAQBVF0EQDREIgAhDHzm1GMmqkeeWdBmRUFRLJUkE0dh0uzH/pJ1dj3kXrJ809f7MJgBLrtw+0b6oob9tSYWjpnaZdcuefxK7iYmqRI67uDk80nTCGs2MMS/qn5J0DVtohJKUUODoi16Xtxvrx8/dG96yZNyG3pNvlmdS+GcCRWJ/VqFFbkdmWyMi2zE7jYLI9WWCdAEIUyMQYHudeYe6K7R6z9djY/ok5HVmTdNAQTbdmjeLPe2cWPAcW1/QNUPrHSJmDGGPZ149VFgnO1vAeOZZxQiTXKXZDoyGdrPT5g1nd5XgvgHdYmGoqGzQwi9DJ2A8Wj9ak708Db3q/DVaS4QUAbVmzdB8Ilke8Lq8qixoVyTvci3WNVVeCFel9cmhsYELOXk0UkqkcU/E7zkbIHsUifyNc4Vx7fs3uY4Fa7xfBgs+fALNkn1CM6TFfdl24mMAC111goudd+PzBXwZqvd1g7mAJzF06lJiwDcxy9ksAb4AV+B1+LiOAZQC2+vzBTpwiuiv2CgCbfP7gIyM2N4GJ23wA3YFa7ziwxIwjJ5tvRPB/NZiYe5pbxzifNnjMGOc/ngrS5AYQ0zNXj6PHAp0F5v5ZD1asNBfAW2CuHw0snmZnImz2rfn9RUrZzMN7Zi3fsggskPl7qorbAZwuEIAIyIK5k6buWj0nBkJcE+bvUWVj5mXJACelWBDudhKjOSUZrOnsxr8sFTuaysSVdz6ByDGnZsuJJIlMjbJREYgAQVWg9rYXPp1X1nVVYsBuUBUCR34ERIAmsHMN1awiAKhG0d7TW17sMHWpZntKhEaFRNgoDnTlQbakaEFZP1GyQCYlUrNNJbqRjALIZJKylE0TWF0ZkRCoYO68jKYBhMBAqAYomgqBSKmEBVterMKUqreVvLJuEQDZvuoMuvHZczIzljTGqCZafZe/IgomIkIAyaYM7aKcdYsSBZgVzQgg6W7uS1i7Eu6w19kaKXEI4S5XsSMvLAlsv0gmKR2TDOokTYUmGehuAL+D3psTzNrRaT4Wbbf2JJaHva4UpbTD3TqoEYq7uueM+TkolaVE9gbFarhEjGcsqiwUwiCNAfA0gAddh/rnOY7G9p1KSQO9o0E1WC/K52oqG/acYB8TANRUNqT0jEkfgNsA/FATMKNvYu66ZIFlIwiZBODp4e2q6hqr/ggmnq8Ci9Pq0j/XuQAO1FQ2HF9joNY7BUDnyBIagVrvWABRnz/Yc6JrCNR6/x+AywB82ecPtusB+skhq5YuRpWayoZT+qOuC6evgAmnDfocXgCe0oYjSULxSwD/6/MHHz+V+fQ5J4K5J//u8wd/OWLbOWC1xR4CkAETwGGfP/ievYmHHe8GIOrlMDicTxVcjHE+09Q1Vi2hFD8E0EXI8b6OD6qK8KvW7RMPj69sygBYW1PZoD25fvHpT99+0+1Ug3L9z34T0FTBo2bFWwGN9hwpTI4ZF7JpGkQ1K/cbLVk7mBtrecMTy+c1/n3xb2adt9Gw9Iv1TkKQBetX6QZzHyXAxNNQ30cCZrUQw122yOrfrnSfcfk6lEw9Qqim5xFQqBQQRREAkNi/fnK6dGrQbnWlZF2MiWDyS8skDcRgyRApkmyV49m8dJHdQQkhhICAiSJrfNBGgzvGH5y86O1xoqiR4+sghOr7mPUxPecVWZJVexztkVWRMkcblcTvgFXmz4AJtgSARynFDfp6EgD2ggWNrwCryJ6CRu8jiez51CyNhUA8oEgB+AcEstLUFVOklDIYK3G8CVGoBCtQS8FaVrWAZRFeC1bLbCmYGy4EFht1BVjsZD1YaYQf4V/N1x8CSwhQ9M/ogD7vH8DEzI2BWu83APxXuMzxYNRjW0E0alPN8s1gwv88AM1lbx5pAfsycPDI4rKYfn/mArgdwJ1gguzzAP4XrOtAa9mbR9xggfRrff7gO+LX3o9ArbcKwAUAHhgWDwcAqGusKgXwKwBP1VQ2PPde8+jC9EsADtZUNqwZsa0WwGw5lrm6aFvnZAC7T1Z37SRrJGD1+Nrer0hroNa7DEDK5w++darzczifVribkvOZRn8ZzR8+VtdYtV2UtM67b370HZa4axe+ueXu9U2X68fRusYqQRC1RwBc6ZkYWppJyZub3pqZRwh9ZsbS7XEwQfCbinnN173668tuaGqYc2jZl+p/Amax6wYTDQVgYqAMzLK3F0zsjAVAnIWxWNV1q9vdnp48ADIRsIcwUdEI1vR6cl+H29yxd5zindXaRQjyAGwFs0AIIFCMlowBBNBcZkPaacqAqbC0vo7tAA5YXbGSaWfvzAWQAIhRX4MMJlJCYEJD0NfZD+BFKotTwmPdjWBFOeeAiSIJzA1lBFBOCEz6PEZ9+2awYPhpAA5BIN+hNkOBfj4NBCmwGl1SKtdiBqgbAhmv368/gsW9LQRQpY/FwVx1XrDm8INgzcfzwERfF4DPgYmmPwH4O1iD8Z+CFWOlAG6vqWzYVNdYtRt6hfjQaWNkOak0Jd0mH0ThWjBx+0ewwPdbwRrNPwFWPPXVmsqGB/RnJwhgkz73BH2dLWAZjU/qx/wJw1ypuoWX6O5UBGq9BWBWvBd8/mDf0H4+f7ABTIiirrFqOVgB2m/XVDYcBfs8u/TP5v2wgom6vQDWjNj2OwCerM3Q4/MHT9ZJ4aTo7sPdp7jv+9Vg43A+M3DLGIfzEalrrDIAcNRUNvSOGF8OVurgNzWVDe8qIqpbKKgu7EQwi8q3wGKYfg+WWfZ5AD+vqWw4qB8jAjDWVDYkdLfUdwc73bdveOacwRlLtj9bOr31fH16E1g2mkX/OQygDyx26qi+rqfB3F4uMLFxLphQagQLqp8B9pL/KZiYGguW3ZYB8GswF54BzLr0BFjfzXL9fFEAq8BEBQGzONoApMAEQEjfX686BwImpA6BiSWiX4Omn+NHYMVPbwXLiMwAeES/ZwBQCVZgdahswxYwQRYDc1t3gVmoABZjNUdffw6Av9RUNrxDxNQ1Vj0KJlq+Cda6xwYm5BT95/ayN490g8VtHTpRyyNdZHnArKAPggm5h/XP+3SwPpr/AMuIzAfw5ZrKBi1Q610BViz3uz5/cO2w+UoBhGsqGyJ1jVXngwm8W2oqG9rxAalrrCoCEBvuPuVwOKMHF2Mczn8IdY1VZrCsvy01lQ1PvN/++jFFqiJ8++Cmaf+879Zfr65rrCoAy85LgllmcgE8C+bi+xJYmQEzgL01lQ379TgpM4CbwXpUPgImbMrBanOFwCwdT4IJkx4wYfYlMKuQDCa0HgWz9H0bTEg9D2bpS4MJyyKw4PqJYALrZbC6UtCv+UtgAupOsGrqa8AsSg/o8y2qqWzYUtdYJYGJsi+CWYX+NOxeeMEE2MNgQmongPFgQvMLYELv12Ci0gom2q4FE44XgVkJl+nX8QMA2kcRK/paF+j378f62q4Aa5J+N5hAvBSsdlkugDtqKhu0v75WWaCYpF9osvDU5xYE6vW5csA+g201lQ1362PkVOPDOBzOfzbcTcnh/IdQU9mQBPC1D3jMMQDfxJnHfx5y572DusaqFjALWDeYwFkH4P6ayoZUXWPVFDCX3mP4l3DqArMyHQITSRSs3pMfQLymsqEPwE26+PsugDE1lQ2robf/qWusuhRMAH6zprKhua6xqh8s3qoRrAbZP8BEogMskPsxALK+7xkAMvraegGcDt31VVPZoNQ1Vj0LZtnbMeJeBOsaq47o199aU9mwtq6x6hdgojCoX0NYv/b1YFa+CJgl7mYwy5cdzJqVGpkx/CGYCXavHwWz4Mn6+l1gMWv36mLvHZmMaZdJBBPI7mHDEX19TcOulwsxDudTAreMcTifIXTX2QwAoSG3qm7BORPA7prKhoFh+xYC6K+pbDhRT8ChfcaCtQD6Y01lw/PDxgUAOcPOQcBEVWdNZcO7ShnUNVb9HMySd+W/03VW11j1RTBxef9QTNYJ9iFgWZYtYGJNOJFb+UOc2wRWHqOxprKhc9g4ASC+1znqGquMYIKU/4HmcD4DcDHG4XA+EnWNVVYAiY8iHPQYqmIAL3ycAqSuseoOMAvU7ScTaxwOh/N/DXdTcjicj8TwelsfYY4tGFGB/WPCAhacz+FwOKMGF2McDuezzHcBHn/F4XBGF+6m5HA4HA6HwxlFhNFeAIfD4XA4HM5nGS7GOBwOh8PhcEYRLsY4HA6Hw+FwRhEuxjgcDofD4XBGES7GOBwOh8PhcEYRLsY4HA6Hw+FwRhEuxjgcDofD4XBGES7GOBwOh8PhcEYRLsY4HA6Hw+FwRhEuxjgcDofD4XBGES7GOBwOh8PhcEYRLsY4HA6Hw+FwRhEuxjgcDofD4XBGES7GOBwOh8PhcEYRLsY4HA6Hw+FwRhEuxjgcDofD4XBGES7GOBwOh8PhcEYRLsY4HA6Hw+FwRhEuxjgcDofD4XBGES7GOBwOh8PhcEYRLsY4HA6Hw+FwRhEuxjgcDofD4XBGES7GOBwOh8PhcEYRLsY4HA6Hw+FwRpH/D76nE1jN6GyuAAAAAElFTkSuQmCC\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(x, y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Ordinary t-SNE" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 6.9036, 50 iterations in 4.8035 sec\n", "Iteration 100, KL divergence 5.8490, 50 iterations in 4.6414 sec\n", "Iteration 150, KL divergence 5.5915, 50 iterations in 5.1917 sec\n", "Iteration 200, KL divergence 5.5157, 50 iterations in 4.6856 sec\n", "Iteration 250, KL divergence 5.4786, 50 iterations in 4.7059 sec\n", "Iteration 50, KL divergence 4.2040, 50 iterations in 5.0005 sec\n", "Iteration 100, KL divergence 3.8203, 50 iterations in 5.2200 sec\n", "Iteration 150, KL divergence 3.6045, 50 iterations in 5.1878 sec\n", "Iteration 200, KL divergence 3.4581, 50 iterations in 5.2776 sec\n", "Iteration 250, KL divergence 3.3493, 50 iterations in 5.9039 sec\n", "Iteration 300, KL divergence 3.2641, 50 iterations in 6.1645 sec\n", "Iteration 350, KL divergence 3.1953, 50 iterations in 7.0562 sec\n", "Iteration 400, KL divergence 3.1385, 50 iterations in 7.6530 sec\n", "Iteration 450, KL divergence 3.0902, 50 iterations in 7.7999 sec\n", "Iteration 500, KL divergence 3.0497, 50 iterations in 8.0094 sec\n", "Iteration 550, KL divergence 3.0152, 50 iterations in 9.5879 sec\n", "Iteration 600, KL divergence 2.9857, 50 iterations in 11.6082 sec\n", "Iteration 650, KL divergence 2.9603, 50 iterations in 9.4068 sec\n", "Iteration 700, KL divergence 2.9386, 50 iterations in 11.8334 sec\n", "Iteration 750, KL divergence 2.9200, 50 iterations in 12.0988 sec\n" ] } ], "source": [ "tsne = openTSNE.TSNE(\n", " perplexity=30,\n", " metric=\"euclidean\",\n", " initialization=\"random\",\n", " callbacks=openTSNE.callbacks.ErrorLogger(),\n", " random_state=3,\n", " n_jobs=N_THREADS,\n", ")\n", "embedding = tsne.fit(x)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding, y)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 42.3 s, sys: 208 ms, total: 42.5 s\n", "Wall time: 26.1 s\n" ] } ], "source": [ "%time affinities = openTSNE.affinity.PerplexityBasedNN(x, perplexity=30, method=\"approx\", n_jobs=N_THREADS, random_state=3)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 6.9036, 50 iterations in 5.0767 sec\n", "Iteration 100, KL divergence 5.8490, 50 iterations in 4.6882 sec\n", "Iteration 150, KL divergence 5.5915, 50 iterations in 4.7817 sec\n", "Iteration 200, KL divergence 5.5157, 50 iterations in 5.1642 sec\n", "Iteration 250, KL divergence 5.4786, 50 iterations in 4.8063 sec\n", "Iteration 50, KL divergence 4.2040, 50 iterations in 4.8813 sec\n", "Iteration 100, KL divergence 3.8203, 50 iterations in 4.9773 sec\n", "Iteration 150, KL divergence 3.6045, 50 iterations in 5.3570 sec\n", "Iteration 200, KL divergence 3.4581, 50 iterations in 5.3103 sec\n", "Iteration 250, KL divergence 3.3493, 50 iterations in 5.9283 sec\n", "Iteration 300, KL divergence 3.2641, 50 iterations in 6.3240 sec\n", "Iteration 350, KL divergence 3.1953, 50 iterations in 7.0321 sec\n", "Iteration 400, KL divergence 3.1385, 50 iterations in 7.5696 sec\n", "Iteration 450, KL divergence 3.0902, 50 iterations in 7.6971 sec\n", "Iteration 500, KL divergence 3.0497, 50 iterations in 8.0837 sec\n", "Iteration 550, KL divergence 3.0152, 50 iterations in 9.5295 sec\n", "Iteration 600, KL divergence 2.9857, 50 iterations in 11.5929 sec\n", "Iteration 650, KL divergence 2.9603, 50 iterations in 8.7586 sec\n", "Iteration 700, KL divergence 2.9386, 50 iterations in 11.0126 sec\n", "Iteration 750, KL divergence 2.9200, 50 iterations in 10.9812 sec\n", "CPU times: user 5min 29s, sys: 6min 8s, total: 11min 37s\n", "Wall time: 2min 20s\n" ] } ], "source": [ "%%time\n", "embedding = openTSNE.TSNEEmbedding(\n", " openTSNE.initialization.random(x, random_state=3),\n", " affinities,\n", " negative_gradient_method=\"fft\",\n", " n_jobs=N_THREADS,\n", " callbacks=openTSNE.callbacks.ErrorLogger(),\n", " random_state=3,\n", ")\n", "\n", "embedding.optimize(n_iter=250, exaggeration=12, momentum=0.5, inplace=True)\n", "embedding.optimize(n_iter=750, momentum=0.8, inplace=True)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding, y)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "ordinary_embedding_30 = embedding.view(np.ndarray)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Ordinary t-SNE with perplexity" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 10min 20s, sys: 440 ms, total: 10min 20s\n", "Wall time: 3min 42s\n" ] } ], "source": [ "%time affinities = openTSNE.affinity.PerplexityBasedNN(x, perplexity=500, method=\"approx\", n_jobs=N_THREADS, random_state=3)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 4.1779, 50 iterations in 25.3916 sec\n", "Iteration 100, KL divergence 3.6062, 50 iterations in 25.0915 sec\n", "Iteration 150, KL divergence 3.4733, 50 iterations in 25.4358 sec\n", "Iteration 200, KL divergence 3.4647, 50 iterations in 25.7202 sec\n", "Iteration 250, KL divergence 3.4617, 50 iterations in 25.5012 sec\n", "Iteration 50, KL divergence 1.9847, 50 iterations in 25.1921 sec\n", "Iteration 100, KL divergence 1.7605, 50 iterations in 26.0311 sec\n", "Iteration 150, KL divergence 1.6580, 50 iterations in 25.2343 sec\n", "Iteration 200, KL divergence 1.5981, 50 iterations in 24.7610 sec\n", "Iteration 250, KL divergence 1.5583, 50 iterations in 26.1104 sec\n", "Iteration 300, KL divergence 1.5312, 50 iterations in 26.0728 sec\n", "Iteration 350, KL divergence 1.5116, 50 iterations in 25.1728 sec\n", "Iteration 400, KL divergence 1.4969, 50 iterations in 25.9328 sec\n", "Iteration 450, KL divergence 1.4862, 50 iterations in 25.5400 sec\n", "Iteration 500, KL divergence 1.4777, 50 iterations in 26.0211 sec\n", "Iteration 550, KL divergence 1.4713, 50 iterations in 26.0283 sec\n", "Iteration 600, KL divergence 1.4662, 50 iterations in 26.1143 sec\n", "Iteration 650, KL divergence 1.4618, 50 iterations in 27.5363 sec\n", "Iteration 700, KL divergence 1.4588, 50 iterations in 27.9017 sec\n", "Iteration 750, KL divergence 1.4555, 50 iterations in 28.0935 sec\n", "CPU times: user 32min 55s, sys: 6min 11s, total: 39min 7s\n", "Wall time: 8min 42s\n" ] } ], "source": [ "%%time\n", "embedding = openTSNE.TSNEEmbedding(\n", " openTSNE.initialization.random(x, random_state=3),\n", " affinities,\n", " negative_gradient_method=\"fft\",\n", " n_jobs=N_THREADS,\n", " callbacks=openTSNE.callbacks.ErrorLogger(),\n", " random_state=3,\n", ")\n", "\n", "embedding.optimize(n_iter=250, exaggeration=12, momentum=0.5, inplace=True)\n", "embedding.optimize(n_iter=750, momentum=0.8, inplace=True)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding, y)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "ordinary_embedding_500 = embedding.view(np.ndarray)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Multiscale" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 11min 46s, sys: 4.46 s, total: 11min 50s\n", "Wall time: 3min 55s\n" ] } ], "source": [ "%%time\n", "affinities = openTSNE.affinity.Multiscale(\n", " x,\n", " perplexities=[50, 500],\n", " metric=\"cosine\",\n", " method=\"approx\",\n", " n_jobs=N_THREADS,\n", " random_state=3,\n", ")" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 716 ms, sys: 2.09 s, total: 2.81 s\n", "Wall time: 283 ms\n" ] } ], "source": [ "%time init = openTSNE.initialization.pca(x, random_state=42)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "embedding = openTSNE.TSNEEmbedding(\n", " init,\n", " affinities,\n", " negative_gradient_method=\"fft\",\n", " n_jobs=N_THREADS,\n", " callbacks=openTSNE.callbacks.ErrorLogger(),\n", ")" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 4.5452, 50 iterations in 24.1374 sec\n", "Iteration 100, KL divergence 3.9698, 50 iterations in 24.7509 sec\n", "Iteration 150, KL divergence 3.8935, 50 iterations in 24.1341 sec\n", "Iteration 200, KL divergence 3.8668, 50 iterations in 24.6704 sec\n", "Iteration 250, KL divergence 3.8539, 50 iterations in 24.6298 sec\n", "CPU times: user 7min 57s, sys: 1min 28s, total: 9min 26s\n", "Wall time: 2min 3s\n" ] } ], "source": [ "%time embedding1 = embedding.optimize(n_iter=250, exaggeration=12, momentum=0.5)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding1, y)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 2.6050, 50 iterations in 24.4708 sec\n", "Iteration 100, KL divergence 2.3301, 50 iterations in 24.5998 sec\n", "Iteration 150, KL divergence 2.1883, 50 iterations in 24.7276 sec\n", "Iteration 200, KL divergence 2.0992, 50 iterations in 25.0521 sec\n", "Iteration 250, KL divergence 2.0396, 50 iterations in 24.6656 sec\n", "Iteration 300, KL divergence 1.9954, 50 iterations in 25.1094 sec\n", "Iteration 350, KL divergence 1.9628, 50 iterations in 25.5308 sec\n", "Iteration 400, KL divergence 1.9366, 50 iterations in 24.9663 sec\n", "Iteration 450, KL divergence 1.9166, 50 iterations in 25.3492 sec\n", "Iteration 500, KL divergence 1.9000, 50 iterations in 26.8514 sec\n", "Iteration 550, KL divergence 1.8872, 50 iterations in 25.6067 sec\n", "Iteration 600, KL divergence 1.8762, 50 iterations in 27.0795 sec\n", "Iteration 650, KL divergence 1.8670, 50 iterations in 28.1401 sec\n", "Iteration 700, KL divergence 1.8591, 50 iterations in 28.4183 sec\n", "Iteration 750, KL divergence 1.8524, 50 iterations in 26.2929 sec\n", "CPU times: user 24min 3s, sys: 4min 51s, total: 28min 55s\n", "Wall time: 6min 28s\n" ] } ], "source": [ "%time embedding2 = embedding1.optimize(n_iter=750, momentum=0.8)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(embedding2, y)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "multiscale_embedding = embedding2.view(np.ndarray)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Paper figure" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17,\n", " 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34,\n", " 35, 36, 37, 38, 39])" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cluster_ids = np.array(data[\"CellType2\"], dtype=float).astype(int)\n", "np.unique(cluster_ids)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "cluster_cell_mapping = {\n", " 1: \"Horizontal cells\",\n", " 2: \"Retinal ganglion cells\",\n", " 24: \"Rods\",\n", " 25: \"Cones\",\n", " 34: \"Muller glia\",\n", " 35: \"Astrocytes\",\n", " 36: \"Fibroblasts\",\n", " 37: \"Vascular endothelium\",\n", " 38: \"Pericytes\",\n", " 39: \"Microglia\",\n", "}\n", "for i in range(3, 24):\n", " cluster_cell_mapping[i] = \"Amacrine cells\"\n", "for i in range(26, 34):\n", " cluster_cell_mapping[i] = \"Bipolar cells\"" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(['10', '11', '12', '13', '14', '15', '16', '17', '18', '19', '20',\n", " '21', '22', '23', '26', '27', '28', '29', '3', '30', '31', '32',\n", " '33', '4', '5', '6', '7', '8', '9', 'Astrocytes', 'Cones',\n", " 'Fibroblasts', 'Horizontal cells', 'Microglia', 'Muller glia',\n", " 'Pericytes', 'Retinal ganglion cells', 'Rods',\n", " 'Vascular endothelium'], dtype='" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "utils.plot(ordinary_embedding_30 @ rotate(-80), cluster_ids_, colors=colors, fontsize=11,\n", " draw_centers=True, draw_cluster_labels=True, draw_legend=False)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "utils.plot(multiscale_embedding, cluster_ids_, colors=colors, fontsize=11,\n", " draw_centers=True, draw_cluster_labels=True, draw_legend=False)" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(10, 5))\n", "utils.plot(ordinary_embedding_30 @ rotate(-90), cluster_ids_, colors=colors, ax=ax[0], fontsize=7,\n", " title=\"Default t-SNE\", draw_centers=True, draw_cluster_labels=True, draw_legend=False)\n", "utils.plot(multiscale_embedding, cluster_ids_, colors=colors, ax=ax[1], fontsize=7,\n", " title=\"Multiscale\", draw_centers=True, draw_cluster_labels=True, draw_legend=False)\n", "plt.tight_layout()\n", "\n", "plt.text(-52, 40, \"Amacrine\\ncells\", color=\"k\", fontsize=7, horizontalalignment=\"center\", transform=ax[0].transData)\n", "plt.text(43, 47, \"Bipolar cells\", color=\"k\", fontsize=7, horizontalalignment=\"center\", transform=ax[0].transData)\n", "\n", "plt.text(48, 6, \"Amacrine\\ncells\", color=\"k\", fontsize=7, horizontalalignment=\"center\", transform=ax[1].transData)\n", "plt.text(40, -26, \"Bipolar\\ncells\", color=\"k\", fontsize=7, horizontalalignment=\"center\", transform=ax[1].transData)\n", "\n", "plt.text(0, 1.02, \"a\", transform=ax[0].transAxes, fontsize=15, fontweight=\"bold\")\n", "plt.text(0, 1.02, \"b\", transform=ax[1].transAxes, fontsize=15, fontweight=\"bold\")\n", "\n", "plt.savefig(\"macosko.png\", dpi=100, transparent=True)\n", "plt.savefig(\"macosko.pdf\", dpi=600, transparent=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Header image" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(8, 8))\n", "utils.plot(\n", " multiscale_embedding,\n", " cluster_ids_,\n", " colors=colors,\n", " fontsize=11,\n", " # draw_centers=True,\n", " # draw_cluster_labels=True,\n", " draw_legend=False,\n", " ax=ax,\n", ")\n", "\n", "plt.tight_layout()\n", "plt.savefig(\"macosko_header.png\", dpi=100, transparent=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exaggeration comparison" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(12, 6))\n", "\n", "plot(ordinary_embedding_30, y, title=\"Perplexity 30\", ax=ax[0], draw_legend=False)\n", "plot(ordinary_embedding_500 @ rotate(-50), y, title=\"Perplexity 500\", ax=ax[1], draw_legend=False)\n", "plt.tight_layout()\n", "\n", "plt.text(0, 1.02, \"a\", transform=ax[0].transAxes, fontsize=15, fontweight=\"bold\")\n", "plt.text(0, 1.02, \"b\", transform=ax[1].transAxes, fontsize=15, fontweight=\"bold\")\n", "\n", "plt.savefig(\"macosko_perplexity.png\", dpi=100, transparent=True)\n", "plt.savefig(\"macosko_perplexity.pdf\", dpi=600, transparent=True)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 2 } openTSNE-1.0.2/examples/figures/figures_zeisel.ipynb000066400000000000000000111223561465662743300225440ustar00rootroot00000000000000{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from fastTSNE import TSNE, TSNEEmbedding\n", "from fastTSNE.callbacks import ErrorLogger\n", "from fastTSNE.affinity import PerplexityBasedNN, Multiscale\n", "from fastTSNE import initialization\n", "\n", "from examples import utils\n", "\n", "import numpy as np\n", "import scipy.sparse as sp\n", "from fbpca import pca\n", "from sklearn.model_selection import train_test_split\n", "\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import gzip\n", "import pickle\n", "\n", "with gzip.open(\"data/zeisel_2018.pkl.gz\", \"rb\") as f:\n", " data = pickle.load(f)\n", " \n", "x_log, x_raw = data[\"log_counts\"], data[\"counts\"]\n", "x_log, x_raw = x_log.T, x_raw.T\n", "\n", "y = data[\"CellType3\"]" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data set contains 160796 samples with 27932 features\n" ] } ], "source": [ "print('Data set contains %d samples with %d features' % x_log.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Feature selection" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Chosen offset: 0.18\n" ] }, { "data": { "image/png": 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0guUCZzMdRAms/f4AdUFJyWEf1XVB0yjFWo5EE4y1ejqxNnk76g/RxjR3c492XyxPJtkejlK+UCiObuwYqDnJXkQicAqoi/MeM8znSaeTr7LpG2JghPi+3Rc+x5DuGRQdqMQfhMGW7wd1yzA9j8Y2+SPxUJq7ucdj7JSHo1AokkmTGQJSyg+BLUCm/vpGv9amcLvir2my9ohqDs5GBGRzMtz8ceowMlLdWqFutZ9//vos/nXjWew6XMOBSj8L1xQlvXlgIoiVcq5S0RUKRTKxk8V3KbABuAS4FFgvhPhFshcWL3dNaiiq2iR6j6hybzoh4pMrdzlih/AEhCUpRBqgQChkfjU08xauKQrL7oPE1TQli7ayDoVC0TGxk2P9W2CElHKGlPIKYCTwu+QuK36mj+obdz0U1LeCr7BZE2WYsVgNC0E7Y8ovOmSmj0cmOAR0y2Z8NYpyq/zBMG8plofSVjyrtrIOhULRMbFjoBxSyn2Wnw/YvA8hxPlCiG+FEIVCiLuivH+sEOJ9IcQXQoivhBA/sbnuqDSnHsoI85V7M2yNj+Y0eZw08L8ML8lIMbd6GdbMPsDs8ZThdpKXm9WgVioSOzJEkd5NMryd1pZDUh6cQtGxsWNo3hZCrBRCzBRCzAT+DfynqZuEEE7gaWAScAJwmRDihIhh9wKvSSlPBaYBz8Sz+Gh0So1ToF0IkJJybzrBZhTtprudXD12AL8+ZwAel2amnEJLPzewtnQHzOaFg7tnmKoTS689gyXXnsHXxeVRvSkrVs8q1iYdq2C3ud5OtCLj1j6DUh6cQtGxsZMkcTvwAnCy/npBSnmnjblHAoVSyu+llH5gCXBR5PSA0ZM8Gyi2u/BYeN3xdxBxyBBSOCjzxq/NZxiSSXk9yfCmANovZRTsjhuc08DLuG3iUJbPPovSaj8HKv0s0uWRDAXyDLcTj5MGXXOjEWuTjuy8e6TeTqwwZGvS2h6cQqFILrZ2cynlP4F/xjl3L8C6k+0CRkWMmQO8I4S4EUgHJkSbSAhxDXANwLHHHtvoQ+PtsguWol1POl2aUbRb4w8yd+UWDuqSQuluJ1JqRurEXtncNnEoKwpK+Pmza6gNSIZ0z6C02m+qPNRY5JEMj8QotG2sxshQPI+m9WcIzhoGMLIfVbxM0xM5BLQZg6DqpBSKjk1MD0oI8bH+tUIIUW55VQghord6jZ/LgIVSyt7AT4C/CtEwzialfEFKOVxKObxbt26NTjh9VN848/HMh1DhSbfdgsMpNEPkcQmq/EE++K7UPJ+qqA1SXVfvbRiSR9Z6KUPlwdjsIz0mo7dUXm5Wo2G8Kn+Qmrpg1DUaHkZdMGgaquYyKa+nGYaMxygk+pwoUfOp8yuFou0T00BJKc/Sv2ZKKbMsr0wpZVas+yzsBqwftXvr16xcBbymP2ct4EVTrjgiLmpGNp+QEoSgzGayRGqKkxH9Okdt/Q71CRA1/iAvrd5m/mylRlc/r/IHqQsRFj7LLzpESMIH35XGFIqdNqKPKacUmYgB9WdEhqhta4gpJvqcKHK+5hoadX6lULR97NRBDRBCePTvxwkhbhJCdLIxdz4wSAjRXwjhRkuCWB4x5gfgXH3u49EM1P54foFoNCebTzriy+ar1L0mgyHd6+8TaIW6hndVG8XBMd4zxo4d1PCsykq09ybl9eT6cQNMI7XQcpZlYHyf7nYyc0w/W79bIkn0OVHkfM01NOr8SqFo+9g5g/onMFwIMRAtWeJNYDFaSC4mUsqAEGI2sBJwAq9IKTcJIR4EPpVSLgf+F3hRCPEbdIm6RKmmZ3ldlPsCcd0jpKTanYrPmYI3GF04ySmiF+h+u6+STI+Titogg7tnMOHEHjz9/jZAC9/5g+EejMvhIMWtXYsmBDtzTD8WrSkydftihdWM60vzd4adZVlFXqv8QXIy3K1yXpPoc6LI+Zort6TOrxSKto9oyh4IIT6XUp4mhLgd8Ekp5wshvtBTw1uc4cOHy08//bTJcbcs+YJlG+NLChShENLhoFvFAXpUHYo+hqZDZQ5BWGuNcYNzyC86ZP5sXPu6uJwDlX5yMtxxKY7HYkVBSQPl8xUFJbYMnTE2merkCoVCweHDiAkTPpNSNtlX0E7hT50Q4jJgBvCWfi3lSNbXEqzbfjDue6xhvlhGyHrdSMYwWrv3yHQj0MJtgVDIvF5QXM7MMf1IdzvNewqKy2N2zY3srmuXaHVJk/J64nE7baWHt+S5jEpSUCgUTWHHQM0CzgB+L6XcLoToD/w1ucs6cm4aP7BZ2XxChqhN8VCT4m1ybPdMN0BYe400vXuuy+Fg7KAcBFBRo6Wfe93OsIaGkQW3z36wLay7rvVM6Ug2dLvnLS15LqOSFDSUoVYoYtNkiC9ssBCdgT5Syq+St6TGsRvig+aF+ZAhEA66Vh2iZ8WBuG5NdzvJ8DjZW+E3a50OWGqjRvTrzOqtpYwdlMNtE8PFbY26J4eAsYNyzPoo4/xIQsxwYHsMzUULRx6NGP/uiQrzKhRtnkSG+IQQHwghsoQQXYDP0ZIa/pSIdSab5oT50MuwyryZcaVlO4SWJr63QjNI3+6rNAt3AQLBIB9+V0pIwofflTb4xGx4L9ePG8BtE4eycNZIZo7pZ3o0Vu8m8lN3e/RGWlsmqa2gsgkVitjYCfFlSynLgZ8Bf5FSjiKG4kNb46bxA5t1nyMUIuB02eoTlelxhrV2t2JcynA7w7L4JDQwJrE2bAls2l3GEou3EWmQ2tomp8JW9lGGWqGIjR0D5RJC9ETrBfVWU4PbEtNH9Y37HgGE9D5Rweymy70qaoMNjNMN5wwwz78E4NHPngRayrlVNaKxzdwwRMaZVCyDFM8m1xLGoz14dMqIKhRtHzsG6kG0WqZtUsp8IcRxwNbkLitx9O7UdLKDFa9LmArnux1eAjEUzmN10/W4RJihkGA2LTx7cA4ZqW5cTi2r7tkPtsVUiYB6QxRZxBtpkOLZbFvCeLQ1jy4a7cGIKhRHO00W6kop/wH8w/Lz98DPk7moRLLrsC+u8TW6dJFDhgg5nBxOzSSnusx83yjUtRbrWmujXHqq+tmDc0yliYLichbOGsnU59dS5Q/icRIWFjRUx+eu3MLXevq5UUhqxyuybrZNjY8sbI1MsEhEwkV7KIJtboGvQqFoOewkSQwWQrwnhCjQfz5ZCHFv8peWGFJiuTpNYCicH07NjFCA0IxLDz3F3OMSuCP0ZVcUlHDbxKHccM6AqJ5EitPJ9eO090b060yNLiwbGcprCsNzitZWPhaR3lei+0a1F9TZj0LR9rET4nsRuBuoA9BTzKclc1GJJDXFnjp5NEQohC/FS7VeE+UU4HI6CUnYV+HH49Q8pjMG5JhFuNaC2El5PZmqt6mY+vxaRvTrTE6Gmxm6osPCWSP5urg8zJMCqPDVmcW6jRXtGsbE8NCsm63dsF9kOK49hOcUCsXRgR0DlSal3BBxLT6Ru1bkrklDmx4UA6knSxxOzQTqFcxBC+nVBjWDVFBc3qAI18Da6O/TokMNUtenWcZW6KqytQHJh99p3pTxNZp6d2PGxK4nFOlJKM9CoVC0FeyIxZYKIQagH7MIIX4BtJvUJyOTL94mhoCWLIFWE3VMxQHqgkG+LtZaYQnA7dTCdYaBWGjptzR35RZWby1lULcMfLpquVFsa5wVGWN6ZLrN+inQ0tLrgpoKutsJmanR1bsbMyTqjEWhULR37BioG9BUzIcKIXYD24FfJnVVCWb6qL7c92YBgVD89zpCQS1ZwpuBs6ac2ko/Hpfg6h8d1yCkVu0PIoFFa4qortPSz7fur2T57LPMMQvXFJkp5qu3aoW7e/VwYYrTaYb/YiktnJSbxeqtpWYjwyX5OzkpNyssuQKaTlRoj+oTCoXi6KJRA6V3tx0upZwghEgHHFLK+HuitwFcTgeBUPwWykiWKEvNpGuN5j3VBiSbdpeZHtPMMf1YqCuGg9Yrakj3DLbur2TsoPD+i1YjNnZQfaZfbRBcTmIaGMOg+Pya4SsoLjfV0A1DZyeLzyCezL+jFWXEFYrWpdEzKCllCLhD/76qvRonALfTznFbdIQMUe1OpcblMa998F2pebYU7Zxn6/5KU7bIwGrEJJiZftai3lgYBgVoIH/UWLPDaMkSKwpK8PmDZLidKgTYCEdLRqNC0VaxE+J7VwhxG7AUqDIuSimbIXTXetw1aSiPr9hCWZxNDKG+xulwagapFbXmdeMcqsYfpHenVL7bV2mOD0nNS7J+Ag8E6/tBzRzTz/yEPlj3tobrCRhWrGG8guLyBiG/pj7ZR/OUWruJYXtBneMpFK2LnYaF26NcllLK45KzpMaJR808Gv3u+nez73WGggzZV0SqU5LidJqGq8ofbKDHZ21aaChVWwt1M1Ld+HQPzLg33e3E63aGhZSiqV03FnqKVngbrYnhkSqJq/CXQqFoFolUM5dS9o/yahXjlAiaV7arCcgGHU7KvBlcPXYAdUHNuPjqgqS7nQ0KgscOyiEQ1LL3uqa5mbFgg1kH5XI6w8J1RogOaBBSiqZi/tLqbWa/qEgiw1KNidAeCSr8pVAoko0dJQmvEOJWIcT/E0L8UwhxixAiPoG7NsDi9TsY/eh7nNI7u1n3h3QJo7LUTJ55fxt6yZIpeVQbkAg0L+iGcwbwdXE5tbqC+db9lWEFtUYbjZlj+rFw1khO7JWNBNOAWUNKVgNjGAWjc7xhEiNrozJ06aRoRbrWxojPvL+Nqc+vTWoTRIVCoWgudjIH/gKcCMwHntK/b/MddSOZt6qQPWU+9lbU4mqmGyVkiEpPGtWWZAnA9JQMxfJJeT05KTcL0KSQxg7SlCYqavxMfX4tQFS5odVbS6OG3eau3MLkpz4mJ81NutuJ2yVId2sp6SsKSnjmfc3gLFpT1GSL9yX5O81QpARbreCjoQp6FQpFsrFjoPKklFdJKd/XX79CM1LtipvGD6Rntpcbxw8k0Mz4lnHbwbQsPBYFpUCo/r2aOs29MQp6M70p3DZxKF6301SeePaDbWFey7QRfcxzKKtixNTn1zL1+bVmo8Ot+yu1eQKSVLfT9KqsmYGg1Uo5BOTpRtKK4fmMG6wZTZXJp1Ao2ip2svg+F0KMllKuAxBCjAKan6XQSkwf1ddUlbhvWUHzjJRwgJQcTs2ksvIgKWjGyKpsHpQw9fm1+HRDVVHjN0NvC9cUUa3XMT37wTYgvN7JmjFmZNqB1j+qLqSda53YKzts3LQRfVikp6/PHNMPwNT3+7ToEDMWbGiygNcwhuhztLRXpBIuFApFNOxk8X0DDAF+0C8dC3yLpscnpZQnJ3WFERxpFh9o51HNkj5CE5CVDgfdKw7Qo+oQIkY3XSvGWY2RLm4U1loz8yJZUVASZnji2biNLL0aPUsw1nOsxb+GMWxsTckiWqaiQqHooCQyiw84H+gPnK2/+uvXLgAuPJJ1thbTR/VlWDOTJaSeLHEoLYuzBuUwqFsGAEO6Z9BVz8QDvXOuflaUl5tlJias3lpqnkk1lsiwJH8nw/t1xhvZy8MyJpZauXE+ZCRjxArhGWdfRnJHrHBfsrvPqoQLhUIRDTshvkFSynetF4QQM6SUi5K0phbh0hF92LirrOmBEVx0Sk8+3LKXw7Up5JeBTy/O/XZfJeMG54QV0xqGJr/okOllGTJFXrczptSQNWnCei5lDYPZkSpqSo/PWoja2LhkyyK1hwaHCoWi5bHjQd0nhHhWCJEuhOghhPgX7dRzsjJvVWGz7vvXVyUcrtU0/TYHPGH1RAXF5aa3NHflljAPxUhMiJQpsnoN1gaE6W4nKQ5Mryay7siu12HH07LThVd5OAqFoqWxY6DOBrYBG4GPgcVSyl8kdVUtgJHVF2/HXcMTMvT5qlO8OAVm7dEHesbd6q2lZk2SROsRZdQ7bdpdxpL8neTlZrEkf6dpPBauKeJApZ+13x+gpk5rt+HVs/UMI5GXm8WMBVp7LjvGJREFtXYMWbLDgAqF4ujDjoHqDIxEM1K1QF8hRHMFGdoUVbUBZFMZDjGQepnswbQsUlOcZu2RQYr+l7XWJFlDd9avkcajNiBNQ2icU1k78MZjcFrK+2kLyhLKSCoUHQs7Bmod8LaU8nxgBJCM5eFiAAAgAElEQVQLrEnqqlqAeasKKfcFml0T5XEJHEJrZnjByH5hnXFBa5+xVD8zMhIiTsrNCpM2sqqQrygoMQt+h3TPICdDK8qNLKRtjsE5UlkjO7SFMGBbMJIKhSJx2EmSmCCl/AFASlkD3CSEGJvcZSWfm8YP5PEVW6iqDRCU4HIK6oL2t3J/ELxOQY2EDw+E8O/chVPU10QJtEJZa0KDIXUUiSE/ZHhNB6r9LJw1MkzU1cCqPmH92WiGCJpkktHA0Hj2wghl9UTTFhIdYqmPqzorhaJ9YseD2imE+B8hxH0AQohjAZ+dyYUQ5wshvhVCFAoh7oox5lIhxGYhxCYhxGL7Sz8ypo/qy5dzJpLmcSEhLuMEmldSo9/z/oEQ+6rqcDnq9fEkWqEsNO1dGPJDAsJSvWOd/UTzFIzC3ir9HMwwSsazoaEQbaKIJ7SWzDBcPH8vhULR9rFjoJ4BzgAu03+uAJ5u6iYhhFMfNwk4AbhMCHFCxJhBwN3AGCnlicAt9pfeNuia6iTgcHEoNQuECAun1en9nyI3TquMkaEykZPh5tfnDGDJtWc06KQbuaFHM3jTRvTB49SMnEv/VzV0AY1xyZI1iscAtIaxaAvhR4VCET92QnyjpJSnCSG+AJBSHhJCuJu6CS2xolBK+T2AEGIJcBGw2TLmV8DTUspD+tz74lp9Arhr0tDmq0oA1foh1oG0TvQJVKEJbGikOOuLbOeu3GIW6X5dXG4mVDzz/jbS3M6YahHRapCihdOsoUSPy0knizFKdoNCQx0jmvZfJK3RBLAthB8VCkX82PGg6nRvSAIIIboBIRv39QKsH5N36desDAYGCyHWCCHWCSHOtzFvQpk+qi+PXJzXrHslUFMXwhEKUedKYeDxx+LQY3wOATN0bTzALLo10s/TdYUIq6J4U95SU+ExY6zRxsPYlBPhQTT2bEP7r0AXyG0MpYKuUCjsYsdAzQPeALoLIX6PVgv1SIKe7wIGAePQQogvCiE6RQ4SQlwjhPhUCPHp/v37E/ToeqaP6tusRobGPUavqGXFAcYM1DLzrh83IGwTHjsoB4fQvk7K68nSa88wjRQQtRgXoveDihUei7X5J8IoNPZsFUJTKBTJwE5H3VeBO4BHgRJgipTyHzbm3g1Yd6ze+jUru4DlUso6KeV24Ds0gxW5hheklMOllMO7detm49Hxc9Gw3JjvxTJemV4X2V4XmR4nLkLUON28vz/Iwlkj2bS7jMlPfczclVsAOLFXNqkpTtZuKzXPngytvBvOGRBWjBtro29NQ9DYs9u7VxRv4oaqt1IoWoYm1cybPbEQLjSDcy6aYcoHpkspN1nGnA9cJqWcIYTIAb4AhkkpD8SaNxFq5o0x5amPbWn0OQTkZnvZddhn/hySkFrn46SKEqr1MyaHgOWzzzIVuw2ORLk70WnTR3sadrxq6kp9XaE4AhKsZt4spJQBYDawEvgGeE1KuUkI8aAQYrI+bCVwQAixGXgfuL0x45RsFq/fYcs4uRyaMTKME2g/i1CImhQvJcKLy4EZ0gNM2SOPU1MOPxIvKNGZcO0hDTuZXku8nqkKaSoULYOdLL5mI6X8D/CfiGv3Wb6XwK36q9V5bMUWW+OEEDiERMpwlQbh0NLMD6R3oltZFdeePYAl+TuZu3ILXxeXm0kTS47QEDQnE64xLykZmXWJ9sqSqageb5afygpUKFoGWwZKCNEDTeYIYENrpIO3Jo6IpoRGUW+210VtIIhPTzXP8Lio9NVR7U6l3J1mqkN88F0poInBNtZmw0pjG3zkBmmMPSk3y1SQaKxYtan5EkGiDUprpKcrFIrWpckQnxDiUmADcAlwKbBeCNHu1cyjcdekoWaauJXcbG/U8bWBIG6XkynDcumZ7WX88T1IcWmZeftSOxGSmnHzuLRJBfbDQ3bDboZMUmPis1AfYozVJDHRJDoM1t4TMRQKRfzYafn+JXCe4TXpdVDvSilPaYH1NSDZSRKL1+9g/qpCemR62LirjBQbGn0OAQ9PyWPeqkL2lPlwIAkhGFa9l2tP7w5gqzGgFUOHL68RrwjqD+wF4HZqxcEzYhT9qsN9hULR6iQ4ScIREdI7YPO+dsn0UX25cfxAvtqtJUvY0egLSe38qro2QJbXxTlDNKO03Z2FlPF/+jeEX2v8QfKLDjXqSRmeSprbafaPAqImFKjDfYVC0Z6wY2jeFkKsFELMFELMBP5NROJDR2PeqkLibRNV4QtQ7gsggK9LynFISZkrlT+sLQkzFHay0azCr0CjRsUwfiP6dcYhMJsgRjNqKkymUCjaE3YKdW8HngdO1l8vSCnvTPbCWhOj226W116So6A+m08C+8prTS2oveldWLimyDRKds6WjPOidF2jz45RscoNKU9JoVB0BBo9g9I1+N6VUp7TcktqnGSfQVlZvH4HD761GV+dHelBjSyvi3KfJhgrQiGkw8GAyn2kVpabRsM4W8rX23FY+zc117ux9o5KpId0tBfxKhSKBJOoMygpZRAICSGyE7a4dsT0UX3Z8tAkvC77Sn3lvgDZXhcOAVLX6CvN6AKivoGh0brdCOM1ln1nl2SF7yI9vkQXzCrZIIVCEQs7Z1CVwNdCiJeFEPOMV7IX1paIp5dhltfFnZOG8vCUPLJ0jb4yXBzw1ntMKwpK8PmDeJxajyZr6/dE0djGH49RiFRTN1LajyYVC4VC0TrYOWT5f/rrqCWebrvlvgAbth/kiWmn8tiKLQQwvKjO9C6rBsL7MyUq3TsyFNdYoWw8RbTWIt4ZCzaYtV2JMqaqAFehUMTCTpLEIuA1YJ2UcpHxSv7SWp/F63dw8pyVxBHhA2DZxmL63/Vvqmu1syinDFHnTGGPJ5MVBSWclJtlZtxFI7Ljrh0iPZHGntFUEkUsD8u47/pxA4DoqezxojILFQpFLOwoSVwIbATe1n8eJoRYnuyFtQXmrSqk3Bcg0IQDlapbsFSLJZNoocGe2V5GD9RahBR7s/lb/m4z4y6/6JC5yVuNgjXN3G7oK9LoNNZEsCmjYCdNPZ7QnDpnUigUzcHOGdQctPbthwGklBuB45K4pjbDTeMHku11keV10btTvdxRp9TwyGiNbsFqoliyQ9V+1mw7gAiFCDpdVHfuis8fNJsVHqj0s3BNUdjZjtFxNyMO1fNJeT3NpocrCkqOKNXczr3xzK/OmRQKRXOwI3W0Tko5WgjxhZTyVP3aV1LKk1tkhRG0ZJq5lVuWfMHyL4s5uVc2eypqGd2/C8s2FoeN8aY4cDsdVPgCRP5VjVopIUMMLN1Jr1RhppzX6N6SQ9CgE288tFUpo2SlwCsUinZIgqWONgkhpgNOIcQgIcR84JMjXmQ7YvH6HSzbWExIwsZdZewp8/Hvr8PDVVleF/ddcAJAA+ME8PuL87j0tF5I4eBQpxxzs144a6TZWddqnJoTFmurBbrqnEmhUDQHO1l8NwK/BWqBxWhNBh9O5qLaGvNWFZrfD+udzd6KWkrKfA3GTR/VN2pPKW+K9jlgQI9MHEhKU9L5ukKyZMGGmC0ymsq0M/T6AGbq4rCqT5FCoehI2PGgTgfuk1KO0F/3AickeV1tCkP66JGL81g2+yxuHD+wwRiB5mlFXsvyuvDVhZi/qpAFnxSZGn8Ld9SxP0qLDMNzOik3K8wbivSompNIoVAoFO0JOwZqJbBKCNHdcu2lJK2nTTJ9VF/W3n0u00f1BRp23nUIuHPSUDPrzyDT6+KuSUPJ9rqoqg0wun8Xjsn20j3dRbXTja9z1wZFuobntPb7Axys8rNJV1WPTDRoKpFCZc4pFIr2jh0D9S3wf8CHQogz9WtxVgZ1TFwCvQ+T9ucwPC0j488h4N5lBVT5NaXz97fsY909E5g79TQA9qZ1pnf37LAzK+McqTYgzW68hvJEeoQx8rpj935SmXPhKIOtULQ/7BgoKaV8C5gMPCWEmE30PICjhrsmDaVntheXUyABX0By35sFzFtVyI3jB1Ksn08drgkQkhDQtWZrA1r7jLGDu3He0G5UBeGJzZWmITFqoKaO6INL/5dxOerDeamWXk8L1xSF3Re5+UZKFCVic27Pm7wy2ApF+8OOgRIAUsqtwI+AsWhtN45ajKaGtZa6p0AI9pT5uOeNArNNR6dUTTTWbCMvBIvX72D0o+9xcp9OOAXscWcSSksza5iMTdSjt473uJxhxsYYI6DBNevmG29Rrd0+Ve11k2+rGY4KhSI2TWbxGbVP+vdVwKVCiGOTuqp2wLxVhTHdyMM12jlUWU2A31+cx2MrtlDuC+B2Osy28Is37MSb4qDKH+KH1C4sWFNEbZ3mYeXlZnFir+yw2iFrGC+ypmjT7jJWby2NKZ1kR+/Ojj5fe9bNUxmOCkX7o8lC3bZGaxXqRrJ4/Q7uXVbQZOfdbF3dfL4e/gPM7z8pLOXfXxUjhYNjyveTU60lRMRbsJuIAl1VTKtQKFqEBBfqKqIwfVRfHp6SF3ZtyrDcBuNkxFdrRuDqraVIof0T7MvoCikuBBCSxBVGS0T4yggJQmJEYBUKheJIiWmghBA361/HtNxy2g+L1+9g3qpChvXOxiE047Ru+8EG48YP7W6G9eZbCn6tuIUk5HCQOXgg148bELexSaRSQ3s+Z1IoFB2LxjyoWfrX+S2xkPaGYXT2VtTy/aM/5YlppzK6f5cG45Z/Wczo/l3I0muhrMW8Rjbg7ZOOJz1FsPZAgDWHZavKAqlkgo5De866VCigcQP1jRBiKzBECPGV5fW1EOKrllpgW8WoebKqSlg9qGxvfbhu2cZiyn1aLdTjepGv4YGN6t+Fl9cUEdJLy5YWS/bWBMOeFe9GcyQbk9LN6zgob1jR3olpoKSUl6GllRcCF1peF+hfj2oi1SVAM1pel0AA5wztTqa3YZKkcRZleGDLvyxmT5mPFIfA64SAw8nvPj2MNXkl3o0m3vHqk3bHIPLfUXnDivZOo0kSUso9UspTgBIgU38VSyl3NHbf0YTRdffkOSsB6JTuQaKF9o7LSY95j+GBTT4ll57ZXsYf3wOXy4mQknf21LFid605Pt6NJt7x0QyaMlrtj8h/R+UNK9o7djrqng1sBZ4GngG+E0KMTfbC2guG/l65L8D8VYXmOVRIwle6jp43xYFDaKoQ5b4Aj63YwvRRfRnVvwvLvyxmVP8urNt+kMraoOlh3bn+IAdrNQmKeDeaeMdHM2jWzU4Zq/aB8pgUHQ07aeZ/An4spTxbSjkWmAj82c7kQojzhRDfCiEKhRB3NTLu50IIKYRoMi++rWHtunvj+IHmOZRDYHpHQ3tkApg1UzV1QUY/+p7ZY2r5l8XcNH6gdgolBCIUoiLk4K4Nh8JCfckyFNEMWjT1CnWW0bZRHpOio2GnH1SKlPJb4wcp5XdCiJSmbhJCONG8rvOAXUC+EGK5lHJzxLhM4GZgfVwrbyNMH9U37BwKtELcUf27sGrLPgA2RvSOqgtK7dzJKagLSpy6FtLvL87jwX9twhdwkCLgnT11/Phvm7n11C4NJIvsbEKGtl9kryk7xFKvUCgUipbCjgf1qRDiJSHEOP31ImBHymEkUCil/F5K6QeWABdFGfcQ8DjQsANgO8RInli1ZZ8Z+rPidQnza2qKprdXF5TMX1XI9FF96ZTuASDdq30G2ObuzCufNu/QO5GeTzTBDBX6UygUycSOgboe2AzcpL8269eaohdg3Rl36ddMhBCnAX2klP+2tdoOgD+obfW+gGT80O5keV1ke12M6t+F0Y++x+j+Xcj2ughJSZdUJyGHgx0Z3agNyoScLTWHSENnGCarorpCoVAkGjtisbVo51B/SuSDhRAOfc6ZNsZeA1wDcOyxbVOn1qhruilKt12vS+APSiafokkhLdtYDMD67Qf5as7EMF2/9dsPkupxsafMhwBEKMQ+Rwo3vF/CSxMaSik1RqIEUiNFYg2Dle52qkN5hUKRNOycQTWX3YB15+qtXzPIBPKAD4QQAMcAy4UQk6WUYSFEKeULwAugicUmcc3NxipnJNGy9bK9LtI8WvLEa/k7WbaxmGG9s3nk4rww8dh5qwoJSS2xwrj22Iot+ANBfAEHSMm7hxx8vLeWs3p4Gjz7SM6a7BBp6KwGSx3IKxSKZJFMsdh8YJAQor8Qwg1MA5Ybb0opy6SUOVLKflLKfsA6oIFxai9YlSVG9++CQ2gt3/eW+9iw/SAbd2kp5xt3lTUo8rXWRM3T9frSPC58er8pr9698Nb1h8zUcystnWWnssUUCkVLYKcO6qTmTCylDACzgZXAN8BrUspNQogHhRCTmzNnW8ZqdNZtP0hIwq7DPjONfFjvbADza+S9N44faKpKzNdDhUajw07pbob3yWZfLdyy9iDBiBYpqv5FoVB0RJrsByWE+AjwAAuBV6WUZS2wrpi0lX5QjbF4/Q7mryqkR6aHr3aXMfmUXJ6Ydqr5nnFWZU1PH/3oe+wp85n1U+u2H2R0/y6s336QG8cP5Owh3bnwydUcrAkwe0gat50cvTmhQqFQtGni6Adlq2GhEGIQcCVwCbABWCCl/O8RL7QZtAcDFcktS75g+ZfFnNwrm692lxGSmOFAa2LF4yu2mOnc5b4APbO9rL37XHOeNYWlXP7yekISnj+zExN7eVvht1EoFIojIA4DZStJQkq5VQhxL1r90zzgVKFlNtwjpfx/R7bajs/yLzXFCOMcSgCHqmq5540CQEuISPO4zOQKICz13PC2dhyoIt3tpKI2yP+uP0xxX8nbnxYBMHNMP3UmpFAoOhR2zqBOFkL8Ge0caTxwoZTyeP17W5JHRzuTT8nFIbTzp57ZXjK99QkQoBklI63cOHeqDQRZtrE4rNHhvFWFVNQGSXUKKoMwd6uf8roQVf6gqkVSKBQdDjtZfPOBz4FTpJQ3SCk/B5BSFgP3JnNxHYUnpp3K94/+lGWzz2Lt3ecyfmh3vftTOHdOGsrDU/Lome2l1mLAjNRzI9vvjp8MZVBOGlVOD3s7dSfd7TyiBAmlCKFQKNoidkJ8PwVqpJRBMAtsvVLKainlX5O6ug7Kuu0HG0gHTRmWayZNTB/V1zy3mnxK+HXj+7MHd+ei+R9xkEx69kpniaXFQrzEq/GnUCgULYEdD+pdINXyc5p+TdFMrCnkDgGPXJzHE9NODestNbJ/F7OVfDSO65bBn6adBsCyUgff16U0O8yn0tQVCkVbxE6a+UYp5bCmrrUU7TGLLxqL1+8ws/bGD+3Ouu0Hqa6tF5f1pjjolOZukI4eyfMfFPLo29/ikCF+009w40jlASkUijZMHFl8djyoKl3UFQAhxOlAzZGsT6GF61I9Lsp9AbNA1x8Imu/76kLsKfNxzxsFLF4fu4HxNWcP4PJRfQgJBy8XC7ZVBGKOTRbqDEuhUCQDOwbqFuAfQoiPhBAfA0vRFCIUzWTx+h2mcrm17bvb5Yw63sjis95rGC0hBPdPzuPcwTkcroNZHx6g1KcZupYyHKqhoUKhSAZNGigpZT4wFK3FxnXA8VLKz5K9sI6MISxrbfd+4/iBZnaf1yUY1jvb/N6ohzJUKKyp5wAup4P5/3M6vbLc/FAj+cU7e6kJyBYzHOoMS6FQJAO7ShJnAv2wZP1JKf+SvGXFpiOcQVnbaziE1go+2+uiojZgXnM6tG67AFlel6ksMap/F97cWIzHJbjvwhPDzqdG/P5dSstqkA4H5x2TwkWd/Lz+qVIdVygUbYhEKkkIIf4KDAA2AsYhiQRaxUB1BAyjYrSGX7/9IIeqagnpnxVCEkLB8EJewPS2JFrDw8dWbAkzUL+ZMIg//fc7qnx1/HdPHRkpXl6eOQKniFZ1pVAoFG0bO3VQw4ETpB1XS2Eba00TwMlzVuILBBBo1t/4amX99oPcNH4gv32jwBwTbc7Pdhzi8pfW8cbOWjyOwzwyohOODm6kkt0TS6FQtDx2kiQK0JoJKpLIXZOG0jO7XvxVognKel31hmVU/y7MW1XIKb2zcQg4Z2j3qHOd3rczr8waidclWLKjlgc+L8P4fNFRM+5UooZC0fGwY6BygM1CiJVCiOXGK9kLO9ow+kmdoveLcjk0iaP7LjyRntleHrk4j3XbD7KnzGcqoq/ffjDqXIvX7+CWpRu5bOSxuB2CRd/7eOzLcqRsucSJlkYlaigUHQ87BmoOMAV4BPij5aVIAnsqagHoluk1Q4AS2KAX8mZ7XZzcS/OgRvXv0iDtHOqzBP/f57tJ87pwCHh+aw1/3lTRYTfy5nb59dXWMvKKKzjlsss48dJLuf/55833tu/ezagZMxg4ZQpT774bf10dALV+P1PvvpuBU6YwasYMioqLzXseXbCAgVOmMORnP2Pl2rWJ+eVamaLiYvIuvbRZ9y78178o3r+/xZ6n6FjYSTP/ECgCUvTv89HEYxVJwNo63sj2M1LSy30B0jwu9lTUmh5UtLRzYw4JHK6uIys1BYeAed9Us1mmc+nwPizJ38nclVs6ZLgvHjxuN6uee44v//53Ni5ezNuffMK6r78G4M758/nN9OkULltG58xMXn7zTQBefvNNOmdmUrhsGb+ZPp07588HYPP337PknXfY9NprvD1/Pr9+7DGCwWDMZx8NNMdAKRQGdrL4fgVcA3RBy+brBTwHnNvYfYrmYU2eGP3oe2baudHscFT/Lozs34X5qwpNlXPr99Y5jM6+N44fSLrbya2vfcn8LdX08pfTqdLP6q2lhCRHtUisEIKMtDQA6gIB6gIBhBBIKVmVn8/ihx8GYMYFFzDnhRe4/he/4M0PP2TONdcA8Itzz2X2H/6AlJI3P/yQaT/+MR63m/69ejGwTx82bNrEGSefHPbMl5ct4/G//IVOGRmcMngwnpQUnrrzTvYfOsR1jzzCD3v3AvDErbcyZtgw5jz/PD/s2cP3u3fzw9693HLZZdw0bRoAf/vPf5i3ZAn+QIBRJ57IM3fdBcBVDz3Ep5s3I4TgysmT+c0vfxm2hn+8+y4PvPACTqeT7IwMVr/4IsFgkLueeooPPvuMWr+fGy65hGt//vOw+xob8/jChfxtxQocDgeTzjyT4ccfz6fffMMv772XVK+Xta+8wubt27n1z3+msrqanE6dWDhnDj1zcvjsm2+48sEHAfjx6NEJ+/dVtG/sZPHdAIwE1oPZvDD66bwiodw0fqBpYOatKjS9piemnRqWARhLqy8yU9DrdnHjq5+z251NsIuDn3UNsrmkvM2F+1o6Iy8YDHL65ZdTuHMnN1xyCaPy8ig9fJhOmZm4XNr/Ir27d2f3vn0A7N63jz49egDgcrnIzsjgQFkZu/ftY/RJJ5nzWu8xKN6/n4defpnP//Y3MtPTGX/ddZwyaBAAN8+dy29++UvOGjaMH/bsYeLs2Xzz+usAbNmxg/efe46K6mqG/PznXP+LX1C4cydL//tf1rzyCikuF79+7DFeXbGCEwcMYPe+fRS89hoAhysqGvzOD774Iiufeope3bub77/85ptkp6eT/5e/UOv3M+aqq/jx6NEISwZorDFbiop4c/Vq1i9aRJrXy8GyMrpkZ/PUa68x95ZbGH7CCdQFAtz4f//Hm3/8I906d2bpO+/w26ef5pX772fWAw/w1B13MPa007j9yScT8u+qaP/YMVC1Ukq/8R+pEMJFwwxoRRKwGpgN2w+ybGMxh6r9LF6/o1EB2VhMPPEYFlw5kl8tymcPmRRmpPDcFUPwOttWCnpLt/9wOp1sXLyYwxUVXHzbbRQUFnJMTk5SnrVh0ybOPu00umRryTCXTJjAdzu088N3N2xg8/bt5tjyqioqq6sB+OmYMXjcbjxuN907d2bvgQO8t2EDn33zDSOuuAKAGp+P7p07c+HYsXy/ezc3/uEP/PSss6J6JGNOOYWZc+Zw6Xnn8bNzzgHgnXXr+KqwkNdXrQKgrLKSrTt3MvjYY837Yo15d8MGZl14IWleLRPV+P2sfFtURMG2bZx3ww2A9sGgZ04OhysqOFxRwdjTNMnPy3/yE1asWdPcP7GiA2HHQH0ohLgHSBVCnAf8GvhXcpd1dGBIFzWlWL54/Q6Wf6kdxPvqQsxfVdgsAwUwZmAOf716NLNeWc87JXVctfoAL/yoC+kuO/kyLcO0EX1Ymr+zxT27TpmZnDN8OG+vXcv//s//cLiigkAggMvlYte+ffTqrgUOenXvzs69e+ndoweBQICyykq6Zmeb1w2s99ghFAqxbsECvB5Pg/c8brf5vdPhIBAMIqVkxgUX8OjshtKYX/7976xcu5bn/vlPXvvvf3nl/vvD3n/unntYX1DAvz/+mNMvv5zP/vpXpJTMv/12Jp5xRthYaxJIrDF2EkIkcOJxx7F2wYKw69E8PIUC7GXx3QXsB74GrgX+g+qkmxCiJTjEGheSWmFuttdlnjdFy+Czw+l9O7P0ujPJSUthTWmAqatK2VvTdg7zm5uR1xz2HzpkbpA1Ph//Xb+eof36IYTgnOHDef299wBY9NZbXHT22QBMHjuWRW+9BcDr773H+BEjEEIweexYlrzzDrV+P9t372brzp2MPPHEsOeNOOEEPvz8cw6VlxMIBPin7omAdvYyf+lS8+eN337b6NrPHTmS1997j30HtXKDg2Vl7CgpofTwYUKhED8/91wevv56Po8yz7ZduxiVl8eD111Ht86d2bl3LxPPOINnX3+duoCmXPLdjh1U1YQ3Log15rxRo1jwr39R7fOZawHITE+nQvcCh/Tty/5Dh1j71VeAdua3ads2OmVm0ikzk483bgTg1RUrGv29FUcPTXpQUsoQ8KL+UiQQ6xlTY4zu38XsrmttYGg1cPF6VMf3zOIfvx7DjJfWUXDYx0X/LeWlH3Uhr3NKs36X9kpJaSkz7r+fYChEKBTi0vPO44If/QiAx2+8kWn33MO9zz7LqUOGcNVFFwFw1UUXcfl99zFwyhS6ZGWx5JFHADhxwAAunTCBExqU7lkAACAASURBVC65BJfTydN33IHTGa5Q36t7d+6ZNYuRM2bQJSuLof36kZ2RAcC822/nhscf5+Rp0wgEg4w99VSeu+eemGs/4bjjePj66/nx7NmEQiFSXC6evvNOUj0eZj3wACG9OPtRPaRm5fYnn2TrDz8gpeTckSM5ZfBgTh40iKKSEk775S+RUtKtc2eW/TG8ouTqKVOijjn/zDPZ+N13DL/8ctwpKfxkzBgeueEGZl5wAdc98oiZJPH6449z09y5lFVWEggGueWyyzhxwAAW3H8/Vz74IEIIfjxqVDP/NRUdDTsNC7cT5cxJSnlcshbVGB1BLDZeRj/6HnvKfPTM9rL27vrkycXrd/DgW5vx1YWYMiw3ZvfdxjhY5efaRRvI/6GMNCc8OboT5+V6lXRQEqmsriYjLY1AIMDFt9/OlZMnc7F+DqRQdHgS3LBwODBCf/0ImAf87chWqIgHa22UgXF+5asLAbBsY3Gs281Q4C1LvmgQEuyS7uZv15zBxaf0pDoI16w5zEvfVvJ3PVFh0Zqio75WKtHMeeEFhk2fTt7UqfTPzWXKuHGtvSSFok1iq91Gg5uE+ExKeXoS1tMkR6MHFQ3DqzLwpjjY8tCkRscarT0MT8yapHHZyGOZ/95W/vTuVgDGZIVwFO/C7w9S5Q+a6hPKq1IoFEdEIj0oIcRpltdwIcR12Mv+UyQRw6uaMkzrxnvfBSc0Odbo3Gt4YtYzLCEEN00YzPzLTsXtFKwpd3C4V38uHNEvzDh1RB0/hULRNrFjaKynpAE02SMllNWK2E1PN4gs2LW2nF+vd/M1qPDVkZmaQigQ5OuyID9UCf58/smM76nVt7RG+vfRzBdbtvDUa6/x8n33JWzOWr+fK+6/n8+++Yau2dksffRR+uXmNhh35QMP8NbHH9O9c2ez6Be07MLrHn0Un9+Py+nkmTvvZGReHm999BEbNm3iweuus72WRW+9xcMvvwzAvVddxYwLLmgw5mBZGVPvvpuikhL69ezJa489RuesLF5dsYLHFy1CSklmejrP3nUXpwwe3Iy/iKKtYkeL7xzL6zwp5a+klI3nvyqSSlPp6Y2dOVnvN4zTvFWF5ph5qwo5UOnH7XZx7uAcygJw5ceHmftVOT8+8ZgWS/9WaDyyYIEpaxQvRcXFjNMlmazE0hKMZOaFF/J2lPfumDeP+3/1KzYuXsyD117LHfPmAfDTs87iX6tXm6nmVsZdc01YPRVohueBF19k/cKFbFi0iAdefJFD5eUN7n1s4ULOHTmSrW+8wbkjR/LYwoUA9M/N5cMXXuDrpUv53VVXcc3vf9/k30TRvrAT4ru1sVdLLFIRTrSkCag3TA/+axN7ynws21jMnjIfj63YEmaorPcbxureZQUsXr/DfO/mcwfx4syR3DFxMA4BT31bzeUfHGBPG6qXSgT3PfccTyxebP7826ef5sm///2I5tx/6BA/v/12RlxxBSOuuII1en3PzXPn8uCLWrXGyrVrGfurXxEKhZg5Zw7XPfIIwy+/nME/+xlvffQRABVVVXy1dWtUr6CsspIhP/sZ3xYVAXDZPffw4htv2Frfmx9+aHoqvzj3XN7bsIFoZ9FjTzuNLllZDa4LISivqjLXkdutm3l93Omnm+tvipVr13LeyJF0yc6mc1YW540cyduffNLoemdccAHLPvgAgDNPOYXO+vpGn3QSuyJkpRTtH7sddUcARg+oC4ENwNZkLUrROJEhOwPD2FiFi7wugT8QpNwXMFvER95/77ICQlITnV1797lh7/36nEEMO7YzN736OZ+U1jHx7f08PDybC/ukJvNXbDGunDyZn91+O7dMn04oFGLJO++wYdGiBuN+dPXVZsGplbk338yEiLqdWJp6j86ezYgrruBHp57KTf/3f/xn3jwcDu0zYlFJCRsWLWLbrl2cc911FI4cyafffEPegAFR152dkcFTd9zBzAce4OZp0zhUUcGvLr7Y1u8cS0swp1MnW/c/8b//y8TZs7ntyScJhUJ88sor5nvDTziBj774gkvPO6/pdezfb64DoHePHuyOony+9+BBeurSU8d07cregw37oL385ptMOvNMW+tXtB/sGKjewGlSygoAIcQc4N9Syv9p6kYhxPnAk4ATeElK+VjE+7cCV6Odbe0HrpRSxieL0IGJ96zJKPyt8Qc4XKNV+tcG6j8Zl/sCDL33P7hdTu6aNNScM8PjQkDMguEzB+Twn9+M5c7XNvL+1gPcuK6Md3f5ePD0bLLdbUciqTn0y82la3Y2X2zZwt6DBzl1yBC6RtmoP3rpJdtzxtLUy0hL48Xf/pax11zDn3/zGwb07m2OuXTCBBwOB4OOPZbjevViS1ERJaWldOvcOeZzzhs9mn+89x43/OEPfGnxAi++7Ta2Fxfjr6vjhz17GDZ9OgA3T5vGrMmTbf8esXj29df586238vNzz+W1//6Xqx56iHefeQaA7p07m+01FixfzpNLlgBQuHMnP7n5ZtwpKfTPzeWNuXOb9WwhRJh4LcD7n37Ky2++ycdx/Bsp2gd2DFQPwG/52a9faxQhhBN4GjgP2AXkCyGWSyk3W4Z9AQyXUlYLIa4H/gBMtbv4jk68ShGGZ9Tvrn+b1yIDN76AxBcImHPOW1VIuU9rhDhPP9OK9qzumV5euXIUi9f/wMNvbebNXbVsKN3P3JGdGNOjoXZce+LqKVNY+NZb7DlwgCtjbODxeFCNaep9XVhI1+xsiktLw65HbrpCCFI9Hnz++v/1Js6ezd6DBxl+/PG89LvfEQqF+Gb7dtK8Xg5VVNBb90aMzb+ouJiZc+bwwQsvhM0dS0vQLoveeosnb7sN0MRur9ZbkgD4/H5SdcHYWZMnmwZx3DXXsHDOnLBkjF7duvHBZ5+ZP+/au5dxpzesXunRpQslpaX0zMmhpLSU7haj/dXWrVz90EOsmDcv6gcLRfvGzsffvwAbhBBzdO9pPdAwBtKQkUChlPJ7KaUfWAJcZB0gpXxfSmn8X78OzVtT6MQ6a2qMaLp8DgHDLK3krXp+1uaG1rOoaAgh+OXovvznlrEM65VJiU/yy9WH+O2nhynzh+L/BWOwoqCkRYuDLz7nHN7+5BPyN29uIIJq8NFLL7Fx8eIGr0jjBLE19XaUlPDHV1/li1dfZcUnn7C+oMAc84933yUUCrFt1y6+372bIX37cnz//hTurE/pX/nUU2xcvJiXfvc7AP68eDHH9+/P4ocfZtYDD5j6eE0RS0vQLrnduvGhblhW5eczqE99Vud3P/wQMywZycQzzuCd9es5VF7OofJy3lm/Purff/LZZ5vrtWoi/rBnDz+7/Xb++uCDDO7bPPFkRdvGThbf74FZwCH9NUtK+YiNuXsB1oKZXfq1WFwFRFWJFEJcI4T4VAjx6f6jqDvn9FF9G5wJNYXhBTkEZo3Uw1PywlrJfzlnojmn8Yy7Jg01C3mbEq/tn5PO678+i1snDMLlgFe3+5iwYh//3umLetgeLy1db+VOSeGc4cO5dMKEBtp5zWHe7bfz6TffcPK0aZxwySU8989/IqXkqoceYu7NN5PbrRsv/+53XP3QQ/hqtX+XY485hpEzZjDpppt47u678Xo8DO3Xj7LK/9/euYfJVVWJ/rfq0VX9bpImD0ggCcQgE8FAJOJERIJIhIHwGRWQgAhXHR2ZjDp3eF0mOt4R71wR9TIOgjyHwAiMgA8ICKLMhIQESEgCCY+k8yKP7k6n313Pdf84uzonnX5Up6u7qjrr933nq3322fuctau6a9Xae+212mh1Dgl+NtXVcfcTT/CjxYv5+KxZnDVrVre79kBcc/HFNDY3c+KCBdz20EPc6qKhv19fz2euu6673WU33siZV1/Npq1bmfSZz/DLJ54A4K6bb+bbt9/OqZddxo133MEvbrqpu88fV6/mgrlzs5JjTHU1/+uaa7qdSW659truNB3XuoSLANdfdRXPrVzJ9Esu4Q+vvML1X/oS4OW0amxu5us//CEfvvxyZi9alNVzjeIhq0gSIjIXmK6q94rI0UCFqm4ZoM9C4HxVvdadLwLmqOohuQFE5Argb4BPqGqsv/taJIn+8WfR7bn3yV+/+JHXDwlA21ff/ti0u5UbH1vDqzs89+Bzxof53uk1TCo//C/6p9fv6t5vNRIu7el0mtOuuIJHb72V6b7cRyPFl5Ys4cK5c1l47rmHXPvxQw9RWV7OtQsWjLhcg2VPYyOX33wzz//85/kWxShkchxJ4h+BfwBucFVhsovFtxPw7+ic5Op63v9c4CbgooGUkzEwfVldmXrwQh89ueZ90kp3nqkMipccsef+qb5Se8yYUMmjX5/L9xf8BZUlQV7Yk+C8ZfX828Y2YqnDs6ZGMt3Gm5s3c+IllzDvIx/Ji3IaiL9euJBIuDgizG/bvZsfLV6cbzGMUUQ20czXALOA11R1lqt7Q1VPGaBfCHgbmIenmFYBl6vqBl+bWcBjeJZWVm7rZkENHr+1tGLLPnY3dxEKQDINk2qiJNVbi8o4ZWSm+qqiIcoioYOu+SOq9/Qy3NvSxXefXM/vNnhJ+44rFW6cVc2nj4kMao3DMIxRTI6jmcfV02IKICLl2cigqkm8abtlwFvAr1R1g4h8T0QyrlL/AlQAj4rIGhF5qo/bGUPgqbUHrKWMU0RZiefA+X5zV7dzxEenjjkoZh/Q7UXYm8NGz4gW46qi3LFoNvd/+Qym15axrVP52vL9XPrHBtY3JUZ+4IZhFDXZWFDfAabjuYv/APgysFRVe4+PMsyYBTV4+ltvmuOSIfqjnGcYaE2qv+vJVJqHV27jtmc30dSVRIDPHhdh8cyqIa1PGYZR5AzCgsrWSeJTwHl4WceXqepzQ5fy8DAFlVuWrtzKrU9vBOCck8axYsu+gzYGD3azcE+aOxL87Pm3uf/lrSTSSljgsqlRvnFyJeNLTVEZxhFHrhSU22z7B1UtmHSfpqByiz9bb2YvlD9OX0csSUtXst+1p2yoa2jn9mc38uQbu1EgEoBF00r52gcrqI2aojKMI4ZcrUGpagpIi0j228yNosK/ttRbEFnwNva2x5IHRTzvL5p6b0ypLef2y09n2d+dxfyTxxFLw93vdnLW7+v5p9ebeb9jdAWhNQxj6GSzBvUknhffc0D3jkFVva7PTsOIWVAjQ2bqL55Kd6eV92fiHex+qZ6s39nMbc+8xQvvNAIQErh4coSvfbCS6VWWD9MwRi25XIMSkat6q1fVbMId5RxTUCOHP618QOD7C2byypZ9hzhcDIX1O5u588V3+N36PaTdn+K5E8Jce1Ilc2rD5p5uGKONXCgoETlOVbflXLghYgpq5Fi6cis/fHojCt3Rz6fd8DvS6nnLjK+O8tGpYw5xrOjtPgOtWW1tbOeuP73Ho6/u6N7gO6MiwJUfqGDB8VHKQ8UdNd0wDEeOFNRrqnqaKz+uqp/NsZiHhSmo/LLg//0Xa3Y0d59nNvX2dFH343fE6KtNhoa2GA8sr2Ppiq00dHh7pypD8LkppVxxYjnTKm36zzCKmhw5SfjnVqYNXSpjNLC54UDg0oDQvam3v4jrg4nKXlsR4VvnzWD5jefyk0s/zOxJVbQm4Z53OznnmQYW/qGeX23poC2Ru+jphmEUJv39HNU+ysYRytKVW2npOpDS4fsLZh60X+qjP3i+e8qv59TfYJ0pHnt1e/e04JJLanhw+RZ+88YuVjelWL26hSWvtzD/2Aifm1bOGbVhArZWZRijjv6m+FJ4XnsClAKZvE0CqKpWjYiEPbApvvxxypJl3Qrqny+ZeZDSyUzjZab8BO9XTXU0xNolnx70s3qbFmyPJfndul089spWXtl2YJpxQgQunFzKRceX8aGjQuZYYRiFTC6m+FQ1qKpVqlqpqiFXzpznRTkZhUF1NHSIRZSZxstM+UVCnpJo7kr2mQCxN/yWWM9pwfJIiM/PnsyC0ydTW1HC2dNrObaqhN0xb0/VRc838snf7+VH61rYsD+Rk9xUhmHkD1txNrLm+vknde9/8tObl97SlVu56dfrUeCmX3uZY7MJn5TZBLxyy74+HSp++sK7NLTF2bS3jeU3nMtr2/bzmzU7+O3aXdR1JPjZxg5+trGDY6PCp46Nct6kKGfUlhAKmGVlGMVEVrH4Cgmb4is8+vLS808J+q/159WXzSbgvtqk0srKzY38du1OnntzD/XtByKo14Th7PElfOKYUs6aEGFsxNzWDSMv5DpYbCFhCqrw6C+Lb899VL3VA0MKSNsb6bSyZsd+nl2/m2fX72Lzvs7uawJ8qDrAJyZGOWtilFPHhCkx68owRgZTUEa+yDaQbMa6yiRFzHaf1OHyXn0bL26q509v7WZFXRNxX7bf0gDMHhvizPFRPja+hJk1YZsONIzhYhAKytagjJziDySbjTUkeA4Wva1t5ZITjq7ghKMruGbuVDrjKVZsaeRPG/fw3+/U805DJy/VJ3mpvg3WQ0UQZo0JMfvoCB85uoQPjwlTZpEsDGPEMQVl5JSBlE3GwjrnpHGs3LKPOVPH5Hx6byBKS4J8csY4PjljHAB7W7tYsXkfL79Tz8vvNVDX1OUUVhJoJyhwcmWAWbUlnDo2wqljwkyrDNreK8MYZmyKzxhRejpIDOQwMdLKC2BPSxer65pYXdfI6s2NvLmnjVSPf5PKIMysCXLK2AgnHxXmL2rCTK0MEsyD0np6/S4eWbWdSz8ymfkzJ4748w1jUNgUn1Go9LSw+rO4sp0uzLUiG18V5YJTJnLBKd6XfXssydrt+1m7Yz9rt+5j7Y5mdrXGebkxxcuNHd39ogE4qTLAB48qYUZNmA9Uh5hRHR52j8FHVm2nsS3Of6zabgrKGFWYBWUULNnmnRpMMNpcsbeli7U7mtmws5kNO5p4c1cLO1vivbatLYHplUFOrApzQnWYaZUhTqgKMbE0kJNpwqfX7+I/Vm3nC2ZBGcWAefEZo5meFlMuEijmgv0dcd7c1cJbu1p5Z1czm3a38Pbedtr7CGxbGoDjywNMKQ9yfFWYqZUhjq8IclxFiAmlgbxMFxrGsGMKyhjN+F3U3ziMOH8jiaqyc38nb+9pZXN9O+/taeG9vW1sbminoSPZZ7+QwDFRYXJZgEkVISZVhDmmLMjEsgDHlgWZUBokEjQFZhQhtgZlHAkUw9eziDDpqDImHVXGOScdfK25I0FdYzt1je1sbWhna0MbdQ3tbG/qZG97gm2dyrbOFDSmgNgh964tgQnRAONLA4wvDTG+3LO8xkWDHB0NMC4aYEwkYHu6jKLFFJRRdPQVE7DYqC4Lc2pZDadOrjnkWlcixc79nWzf18GOpk527OtgV1MH7+/v4P3mLna3xmmIQ0M8zfqWNNC7NSbA2BKojQSojQhjIkHGRoPUlgYZEwlwVCTAmBJPkdWUCDUlptCMwsEUlFF0HE5+qWIjGg52by7ujVRaqW+Nsbuli93NXext9V53N3VQ39pFfWuMhvY4jR3JbkVGK0BqwGdXhaAmLNSUCNVhoSYSoLokSFVJ4MARFqrCASrDQqV7rQgLZUGxdCdGzjAFZRiDIF97s3oSDAgTqqNMqI7C5L7bJVNp9rXH2dsaY197nMb2GI1tcRpaYzS2dtHUHqOpI0FTe5x9nQmau1K0JKElqWzrzKxPp4BE3w/xyyVQHoSKEJQHhfKQUBkWykIBykNCWThAeThAWThAWVAoDQllIekulwa982jQO7w6iAbFNkYfgZiCMoxBMNhQTvkmFAwwrirKuKpoVu1TaaW1K8H+jgT7OxPs74jT3Omdt3YlaOlM0NIRp6UzTnNHgrZYktauJK3xFK2xFF3JtFNw4KWs9Cu5oVEiEAlAJAjRgHivQXF1QiQgRIJCSRBKAgFKgt55JCiUBIRwUCgJQDgg3rUAhAJCOFMXgJAcOA+517AcaBcSrz7zGg4IQfGcWsxyzD2moAxjAPxW00jEDcwlg7X4ggGhpqyEmrKSw3peIpWmPZakLZakPZaizZU7Ykna4yk64kk64invPJagI5aiM56kI56kM5aiI5GiM56iK5miK5GmK5mmI5EmlkwTV4inoDUFBxRf4XghB4VuZdXba1DkoDYB33lQvPc+KF4W2UBACALBgDt3bQPuCIpnUQZcX/GVA3jnQfcM6e4n3rUABHD1eNfgQBtx5UNfvT4C3X3954L4ygfu668ThEBH9j9WTEEZxgD4raaXb5hXFJZThpG2+MLBwJAUXF+oKvFUmq5Emlgio7xSxJNpYk6ZxZIpYok08ZSn0GLJNHHfkUilfOcpEsk0iVSaRNLrk0y5dmklmUqTTHnPTKaVZEpJpP1lJZVWkmklpUoyDSn1jt63a8OhyrRwlGuhYgrKMAagEKymw137KgTZc4GIEAkFiYSCUBrOtziHoOpTWAe9eooulVbS6qtPeecpp+D8dZl679WbdlX12qXVy3WWuZ52dZlzVbr7d5ddvWb6q5J215UD91RVFFfus97dp7tMd51mnpOpd/IpgHtW5vqdWb6vw7pRV0TOB34CBIG7VfXWHtcjwAPA6UAj8AVVrevvnrZR1zgSyWU4p0Jx9DCOXEQkq426wxbFUkSCwB3AfOBk4DIROblHs2uAJlU9Efgx8MPhkscwipnrzjmRidXRnFhC/mk/wxgJlq7cykd/8DxLV24dVL/hDLN8BvCuqm5W1TjwCHBxjzYXA/e78mPAPDFXGMM4hMvnHJ+z9a9cKjvDyIbD/VE0nGtQxwLbfec7gDl9tVHVpIg0A2OBBn8jEfkK8BV3GhOR9cMicf6opceYRwE2pgJnBfDFUTYmRt94YBSMKVBWUxssP+qY7e1N78uN+xuAGdn0KwonCVX9BfALABFZnc3cZTFhYyoObEyFz2gbD4zeMWXTbjin+HZy8B73Sa6u1zYiEgKq8ZwlDMMwjCOc4VRQq4DpIjJVREqAS4GnerR5CrjKlRcCL2ix5f8wDMMwhoVhm+Jza0p/AyzDczO/R1U3iMj3gNWq+hTwS+BBEXkX2IenxAbiF8Mlcx6xMRUHNqbCZ7SNB47gMRVdwkLDMAzjyGA4p/gMwzAM47AxBWUYhmEUJEWloETkfBHZJCLvisj1+ZZnqIjIPSKyd7Ts6xKRySLyRxF5U0Q2iMjf5lumoSIiURF5RUTWujF9N98y5QoRCYrI6yLy23zLkgtEpE5E1onImmzdmAsdEakRkcdEZKOIvCUiZ+ZbpqEgIjPc55M5WkRkcZ/ti2UNyoVOehv4FN6m31XAZar6Zl4FGwIichbQBjygqjPzLc9QEZGJwERVfU1EKoFXgQVF/hkJUK6qbSISBv4L+FtVXZFn0YaMiHwLmA1UqeqF+ZZnqIhIHTBbVYt6U6sfEbkfeElV73be0GWquj/fcuUC952+E5ijqr3GQComCyqb0ElFhar+Gc97cVSgqrtU9TVXbgXewosWUrSoR5s7DbujOH7V9YOITAIuAO7OtyxG74hINXAWnrczqhofLcrJMQ94ry/lBMWloHoLnVTUX36jGRGZAswCVuZXkqHjpsLWAHuB51S16McE3A78TyCdb0FyiALPisirLjxasTMVqAfudVOxd4tIeb6FyiGXAg/316CYFJRRJIhIBfA4sFhVW/Itz1BR1ZSqfhgvGsoZIlLU07EiciGwV1VfzbcsOWauqp6Gl0HhG24KvZgJAacBP1fVWUA7UPRr7wBuuvIi4NH+2hWTgsomdJKRZ9w6zePAQ6r6n/mWJ5e46ZU/AufnW5Yh8pfARW7N5hHgHBH59/yKNHRUdad73Qv8Gm9ZoJjZAezwWeyP4Sms0cB84DVV3dNfo2JSUNmETjLyiHMo+CXwlqrelm95coGIHC0iNa5ciuekszG/Ug0NVb1BVSep6hS8/6MXVPWKPIs1JESk3Dnm4KbBzgOK2jtWVXcD20UkE/l7HlC0Dkc9uIwBpvegSKKZQ9+hk/Is1pAQkYeBs4FaEdkB/KOq/jK/Ug2JvwQWAevcmg3Ajar6+zzKNFQmAvc7j6MA8CtVHRVu2aOM8cCvXTq5ELBUVZ/Jr0g54ZvAQ+5H+Wbg6jzLM2TcD4hPAV8dsG2xuJkbhmEYRxbFNMVnGIZhHEGYgjIMwzAKElNQhmEYRkFiCsowDMMoSExBGYZhGAWJKShjRBAR9W8GFZGQiNQPdyRtEblPRBYeZt8visgbLkL2chE5NdfyGQcQke+JyLn5lsMoHIpmH5RR9LQDM0WkVFU78fZBFHokkC3AJ1S1SUTm46WpnpNnmXpFRIKqmsrTs0OqmhzqfVT1llzIY4wezIIyRpLf40XQhh47yV0kgHtc7qXXReRiVz9FRF4Skdfc8TFXf7aIvOjLlfOQi2TRJyIyz917nXtWxNV/xt3jVRH5acaqU9Xlqtrkuq/AC6/V233bROR/u5xRK0RkvE/2F5wV9ryIHOfq73PPWS4imzMWnrMgMnlydorIva7+Cve+rBGRO92m4cxzfyQia4Ez+xpfD1lPEJFn3FhfEpGTXP2TInKlK39VRB5y5RdF5Cfu2etF5AxXv0REHhSR/wYeFC+g7r+IyCo33q+6dhNF5M++/h93be9z5+tE5O9870vmvejrs6oTke+6v4V1GfmNUYqq2mHHsB94ea9OwYsnFgXW4EXR+K27/s/AFa5cg5f7qxwoA6Kufjqw2pXPBprxlEYAeBkvWGjP594HLHTP3A58wNU/ACz21U919Q9nZOpxn+8Ad/cxNgX+ypX/D3CzK/8GuMqVvww84ZPpUSf3yXhpZPz3qwHWAacDH3T3Cbtr/wpc6Xvu51251/H1IuvzwHRXnoMX5gi8SAzvAh937/0YV/8icJcrnwWsd+UlePm+St35V3zjjgCr8aJxfxu4ydUHgUo3ruf8483ms3LlOuCbrvz1vj4TO0bHYRaUMWKo6hvAFDzrqWf4o/OA68ULkfQi3pfUcXj5l+4S9TznmAAAAzxJREFUkXV4X+on+/q8oqo7VDWNp/Cm9PP4GcAWVX3bnd+P94V7ErBZVbe4+kPig4nIJ4FrgH/o495xILOW9qpPjjOBpa78IDDX1+cJVU2rl8xxvO9ZAvw7cJt60cbn4X2hr3LvzTxgmmuewgvM29/4/OOoAD4GPOrudSdeKCfUC9p5C14w3G+rqj9P2cOuzZ+BKnGxCYGn1JuuBe/zu9LddyUwFu8HxSrgahFZAnxIvTxhm4FpIvIzETkf6BnxfqCxZIIQ+99rYxRia1DGSPMU8H/xLKCxvnoBPquqm/yN3RfbHuBUPIujy3c55iunGIa/ZxE5BS+p33xVbeyjWUJVMzHDspXDL7t/anIJXgTre33X7lfVG3q5R5cObt0pAOxXL3VIb3wIaASO6VHfMx5a5rzdVyd4ls2ynjcVL+3FBcB9InKbqj4gnsPJp4GvAZ/HszCzJfPeDctnbhQOZkEZI809wHdVdV2P+mXANzPrSCIyy9VXA7uclbQIb5rocNgETBGRE935IuBPrn6aeAkWAb6Q6eDWjP4TWOT7NT8YluNFCwf4IvBSf41F5K+Ac4HrfNXPAwtFZJxrM0ZEju+le1/j60a93FxbRORz7l7iFAVubWk+XpLJ74jIVF/XL7g2c4FmVW3u5fnLgL8WL90KIvIB8dYVjwf2qOpdeIr+NBGpBQKq+jhwM4emkBhwLMaRgf36MEYUVd0B/LSXS/+El+X1DREJ4HnQXYi35vK4W8B/hoN/tQ/muV0icjXe9FYIb+rp31Q1JiJfB54RkXZXn+EWPCvvX53eTKrq7EE89pt42VD/Hi8z6kCRqL+FlyX6Ffe8p1T1FhG5GS9TbABIAN8ADkqT3df4ennGF4Gfu3uGgUdEZCNwF3C1qr4vIt8G7hGRc1yfLhF53bXvy9K5G2+67TX3I6MeWIBnKf+9iCTw1iGvdGO8140H4CDrcBBjMUY5Fs3cOOIRkQpVbXNfrHcA76jqj/MtVyEgIi8C31HV1fmWxTjysCk+w4D/4Rb3N+BNKd6ZZ3kMw8AsKMMwDKNAMQvKMAzDKEhMQRmGYRgFiSkowzAMoyAxBWUYhmEUJKagDMMwjILk/wMbz0oGdWlgWgAAAABJRU5ErkJggg==\n", 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    " ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "gene_mask = utils.select_genes(x_raw, n=3000)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "x = x_log[:, gene_mask]" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data set contains 160796 samples with 3000 features\n" ] } ], "source": [ "print('Data set contains %d samples with %d features' % x.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### PCA preprocessing" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 29.5 s, sys: 832 ms, total: 30.3 s\n", "Wall time: 22.4 s\n" ] } ], "source": [ "%time U, S, V = pca(x, k=50)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "x_reduced = np.dot(U, np.diag(S))\n", "x_reduced = x_reduced[:, np.argsort(S)[::-1]][:, :50]" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "utils.plot(x_reduced[:, :2], y, ax=plt.figure(figsize=(13, 9)).gca(), colors=utils.ZEISEL_COLORS)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Ordinary t-SNE" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 3min 18s, sys: 2.39 s, total: 3min 21s\n", "Wall time: 1min 22s\n" ] } ], "source": [ "%time affinities = PerplexityBasedNN(x_reduced, perplexity=50, method='approx', n_jobs=8)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 27min 34s, sys: 1min 2s, total: 28min 36s\n", "Wall time: 3min 44s\n" ] }, { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "embedding = TSNEEmbedding(\n", " initialization.random(x_reduced.shape[0], n_components=2, random_state=np.random.RandomState(42)),\n", " affinities, negative_gradient_method='fft', learning_rate=1000, n_jobs=8)\n", "\n", "embedding.optimize(n_iter=500, exaggeration=12, momentum=0.5, inplace=True)\n", "embedding.optimize(n_iter=1000, momentum=0.8, inplace=True)\n", "\n", "utils.plot(embedding, y, ax=plt.figure(figsize=(13, 9)).gca(), colors=utils.ZEISEL_COLORS)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "ordinary_embedding_50 = embedding.view(np.ndarray)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Larger perplexity" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 33min 36s, sys: 5.54 s, total: 33min 41s\n", "Wall time: 9min 23s\n" ] } ], "source": [ "%time affinities = PerplexityBasedNN(x_reduced, perplexity=500, method='approx', n_jobs=8)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 1h 55min, sys: 49.6 s, total: 1h 55min 49s\n", "Wall time: 14min 31s\n" ] }, { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "embedding = TSNEEmbedding(\n", " initialization.random(x_reduced.shape[0], n_components=2, random_state=np.random.RandomState(42)),\n", " affinities, negative_gradient_method='fft', learning_rate=1000, n_jobs=8)\n", "\n", "embedding.optimize(n_iter=500, exaggeration=12, momentum=0.5, inplace=True)\n", "embedding.optimize(n_iter=1000, momentum=0.8, inplace=True)\n", "\n", "utils.plot(embedding, y, ax=plt.figure(figsize=(13, 9)).gca(), colors=utils.ZEISEL_COLORS)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "ordinary_embedding_500 = embedding.view(np.ndarray)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Sample + transform" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [], "source": [ "indices = np.random.RandomState(42).permutation(list(range(x.shape[0])))\n", "reverse = np.argsort(indices)\n", "\n", "x_sample, y_sample = x_reduced[indices[:25000]], y[indices[:25000]]\n", "x_rest, y_rest = x_reduced[indices[25000:]], y[indices[25000:]]" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 552 ms, sys: 16 ms, total: 568 ms\n", "Wall time: 94.4 ms\n" ] } ], "source": [ "%time init = initialization.pca(x_sample)" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 5min 8s, sys: 1.37 s, total: 5min 9s\n", "Wall time: 1min 21s\n" ] } ], "source": [ "%time affinities = PerplexityBasedNN(x_sample, perplexity=500, method='approx', n_jobs=8)" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [], "source": [ "sample_embedding = TSNEEmbedding(\n", " init, affinities, negative_gradient_method='fft',\n", " learning_rate=500, n_jobs=8, callbacks=ErrorLogger(),\n", ")" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 1.6248, 50 iterations in 5.4902 sec\n", "Iteration 100, KL divergence 1.1036, 50 iterations in 5.4445 sec\n", "Iteration 150, KL divergence 0.9183, 50 iterations in 5.5410 sec\n", "Iteration 200, KL divergence 0.8235, 50 iterations in 5.8950 sec\n", "Iteration 250, KL divergence 0.7690, 50 iterations in 5.8143 sec\n", "Iteration 300, KL divergence 0.7310, 50 iterations in 5.8807 sec\n", "Iteration 350, KL divergence 0.7063, 50 iterations in 6.0369 sec\n", "Iteration 400, KL divergence 0.6884, 50 iterations in 5.9994 sec\n", "Iteration 450, KL divergence 0.6754, 50 iterations in 6.5505 sec\n", "Iteration 500, KL divergence 0.6655, 50 iterations in 5.9735 sec\n", "CPU times: user 7min 48s, sys: 3.3 s, total: 7min 51s\n", "Wall time: 59.1 s\n" ] } ], "source": [ "%time sample_embedding1 = sample_embedding.optimize(n_iter=500)" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "utils.plot(sample_embedding1, y_sample, ax=plt.figure(figsize=(13, 9)).gca(), colors=utils.ZEISEL_COLORS)" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 10 s, sys: 48 ms, total: 10.1 s\n", "Wall time: 4.48 s\n" ] } ], "source": [ "%time rest_init = sample_embedding1.prepare_partial(x_rest, perplexity=3)" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [], "source": [ "x_full = np.vstack((x_sample, x_rest))\n", "y_full = np.hstack((y_sample, y_rest))\n", "init_full = np.vstack((sample_embedding1, rest_init))" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [], "source": [ "x_full = x_full[reverse]\n", "y_full = y_full[reverse]\n", "init_full = init_full[reverse]" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 3min 1s, sys: 2.62 s, total: 3min 4s\n", "Wall time: 1min 14s\n" ] } ], "source": [ "%time full_affinities = PerplexityBasedNN(x_full, perplexity=50, method='approx', n_jobs=8)" ] }, { "cell_type": "code", "execution_count": 62, "metadata": {}, "outputs": [], "source": [ "embedding = TSNEEmbedding(\n", " init_full, full_affinities, negative_gradient_method='fft',\n", " learning_rate=1000, n_jobs=8, callbacks=ErrorLogger(),\n", ")" ] }, { "cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 3.5675, 50 iterations in 6.5972 sec\n", "Iteration 100, KL divergence 3.4631, 50 iterations in 6.0860 sec\n", "Iteration 150, KL divergence 3.4004, 50 iterations in 5.5690 sec\n", "Iteration 200, KL divergence 3.3445, 50 iterations in 6.5093 sec\n", "Iteration 250, KL divergence 3.2878, 50 iterations in 6.5866 sec\n", "Iteration 300, KL divergence 3.2325, 50 iterations in 6.3539 sec\n", "Iteration 350, KL divergence 3.1789, 50 iterations in 6.6469 sec\n", "Iteration 400, KL divergence 3.1291, 50 iterations in 7.4059 sec\n", "Iteration 450, KL divergence 3.0840, 50 iterations in 8.0026 sec\n", "Iteration 500, KL divergence 3.0435, 50 iterations in 8.3102 sec\n", "Iteration 550, KL divergence 3.0071, 50 iterations in 8.3426 sec\n", "Iteration 600, KL divergence 2.9745, 50 iterations in 9.0023 sec\n", "Iteration 650, KL divergence 2.9452, 50 iterations in 9.9497 sec\n", "Iteration 700, KL divergence 2.9190, 50 iterations in 11.7780 sec\n", "Iteration 750, KL divergence 2.8953, 50 iterations in 12.2506 sec\n", "Iteration 800, KL divergence 2.8737, 50 iterations in 10.9720 sec\n", "Iteration 850, KL divergence 2.8544, 50 iterations in 12.8205 sec\n", "Iteration 900, KL divergence 2.8375, 50 iterations in 13.2817 sec\n", "Iteration 950, KL divergence 2.8226, 50 iterations in 12.4245 sec\n", "Iteration 1000, KL divergence 2.8091, 50 iterations in 15.0679 sec\n", "CPU times: user 22min 46s, sys: 55.3 s, total: 23min 41s\n", "Wall time: 3min 4s\n" ] } ], "source": [ "%time embedding1 = embedding.optimize(n_iter=1000, exaggeration=1, momentum=0.8)" ] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "utils.plot(embedding1, y_full, ax=plt.figure(figsize=(13, 9)).gca(), colors=utils.ZEISEL_COLORS)" ] }, { "cell_type": "code", "execution_count": 65, "metadata": {}, "outputs": [], "source": [ "sample_embedding = embedding1.view(np.ndarray)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Multiscale" ] }, { "cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 2.28 s, sys: 156 ms, total: 2.43 s\n", "Wall time: 406 ms\n" ] } ], "source": [ "%time init = initialization.pca(x_reduced)" ] }, { "cell_type": "code", "execution_count": 72, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 38min 4s, sys: 1min 34s, total: 39min 39s\n", "Wall time: 10min 57s\n" ] } ], "source": [ "%time affinities = Multiscale(x_reduced, perplexities=[50, 500], method='approx', n_jobs=8)" ] }, { "cell_type": "code", "execution_count": 73, "metadata": {}, "outputs": [], "source": [ "embedding = TSNEEmbedding(\n", " init, affinities, negative_gradient_method='fft',\n", " learning_rate=1000, n_jobs=8, callbacks=ErrorLogger(),\n", ")" ] }, { "cell_type": "code", "execution_count": 74, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 5.3015, 50 iterations in 29.0996 sec\n", "Iteration 100, KL divergence 4.5650, 50 iterations in 28.6809 sec\n", "Iteration 150, KL divergence 4.3430, 50 iterations in 30.2004 sec\n", "Iteration 200, KL divergence 4.2352, 50 iterations in 29.2549 sec\n", "Iteration 250, KL divergence 4.1620, 50 iterations in 28.6163 sec\n", "Iteration 300, KL divergence 4.1256, 50 iterations in 29.3443 sec\n", "Iteration 350, KL divergence 4.0897, 50 iterations in 29.4359 sec\n", "Iteration 400, KL divergence 4.0635, 50 iterations in 29.1292 sec\n", "Iteration 450, KL divergence 4.0302, 50 iterations in 29.5134 sec\n", "Iteration 500, KL divergence 4.0267, 50 iterations in 29.3356 sec\n", "Iteration 550, KL divergence 4.0153, 50 iterations in 29.4545 sec\n", "Iteration 600, KL divergence 3.9921, 50 iterations in 29.0434 sec\n", "Iteration 650, KL divergence 3.9832, 50 iterations in 30.4126 sec\n", "Iteration 700, KL divergence 3.9718, 50 iterations in 29.9948 sec\n", "Iteration 750, KL divergence 3.9646, 50 iterations in 29.2089 sec\n", "CPU times: user 58min 44s, sys: 14.1 s, total: 58min 58s\n", "Wall time: 7min 23s\n" ] } ], "source": [ "%time embedding1 = embedding.optimize(n_iter=750, exaggeration=12, momentum=0.5)" ] }, { "cell_type": "code", "execution_count": 75, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "utils.plot(embedding1, y, ax=plt.figure(figsize=(13, 9)).gca(), colors=utils.ZEISEL_COLORS)" ] }, { "cell_type": "code", "execution_count": 79, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 3.1924, 50 iterations in 29.1546 sec\n", "Iteration 100, KL divergence 2.9228, 50 iterations in 29.0786 sec\n", "Iteration 150, KL divergence 2.7098, 50 iterations in 30.3512 sec\n", "Iteration 200, KL divergence 2.5516, 50 iterations in 30.2337 sec\n", "Iteration 250, KL divergence 2.4343, 50 iterations in 29.2714 sec\n", "Iteration 300, KL divergence 2.3441, 50 iterations in 30.4938 sec\n", "Iteration 350, KL divergence 2.2738, 50 iterations in 30.8689 sec\n", "Iteration 400, KL divergence 2.2177, 50 iterations in 31.5323 sec\n", "Iteration 450, KL divergence 2.1719, 50 iterations in 31.2829 sec\n", "Iteration 500, KL divergence 2.1342, 50 iterations in 31.7163 sec\n", "Iteration 550, KL divergence 2.1028, 50 iterations in 32.5540 sec\n", "Iteration 600, KL divergence 2.0764, 50 iterations in 33.4860 sec\n", "Iteration 650, KL divergence 2.0541, 50 iterations in 32.8353 sec\n", "Iteration 700, KL divergence 2.0353, 50 iterations in 33.7149 sec\n", "Iteration 750, KL divergence 2.0193, 50 iterations in 33.6959 sec\n", "Iteration 800, KL divergence 2.0055, 50 iterations in 34.1486 sec\n", "Iteration 850, KL divergence 1.9937, 50 iterations in 36.5616 sec\n", "Iteration 900, KL divergence 1.9833, 50 iterations in 35.0898 sec\n", "Iteration 950, KL divergence 1.9741, 50 iterations in 37.8398 sec\n", "Iteration 1000, KL divergence 1.9659, 50 iterations in 36.1480 sec\n", "CPU times: user 1h 25min 48s, sys: 43.7 s, total: 1h 26min 32s\n", "Wall time: 10min 52s\n" ] } ], "source": [ "%time embedding2 = embedding1.optimize(n_iter=1000, exaggeration=1, momentum=0.8)" ] }, { "cell_type": "code", "execution_count": 80, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "utils.plot(embedding2, y, ax=plt.figure(figsize=(13, 9)).gca(), colors=utils.ZEISEL_COLORS)" ] }, { "cell_type": "code", "execution_count": 81, "metadata": {}, "outputs": [], "source": [ "multiscale_embedding = embedding2.view(np.ndarray)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Perplexity annealing" ] }, { "cell_type": "code", "execution_count": 82, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 2.15 s, sys: 76 ms, total: 2.23 s\n", "Wall time: 371 ms\n" ] } ], "source": [ "%time init = initialization.pca(x_reduced)" ] }, { "cell_type": "code", "execution_count": 83, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 33min 39s, sys: 2min 12s, total: 35min 51s\n", "Wall time: 10min 56s\n" ] } ], "source": [ "%time affinities = PerplexityBasedNN(x_reduced, perplexity=500, method='approx', n_jobs=8)" ] }, { "cell_type": "code", "execution_count": 84, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 0 ns, sys: 0 ns, total: 0 ns\n", "Wall time: 9.06 µs\n" ] } ], "source": [ "%time affinities.set_perplexity(500)" ] }, { "cell_type": "code", "execution_count": 85, "metadata": {}, "outputs": [], "source": [ "embedding = TSNEEmbedding(\n", " init, affinities, negative_gradient_method='fft',\n", " learning_rate=1000, n_jobs=8, callbacks=ErrorLogger(),\n", ")" ] }, { "cell_type": "code", "execution_count": 86, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 4.3671, 50 iterations in 29.0653 sec\n", "Iteration 100, KL divergence 3.7081, 50 iterations in 28.8980 sec\n", "Iteration 150, KL divergence 3.5288, 50 iterations in 29.0465 sec\n", "Iteration 200, KL divergence 3.4395, 50 iterations in 28.8904 sec\n", "Iteration 250, KL divergence 3.3766, 50 iterations in 28.5725 sec\n", "Iteration 300, KL divergence 3.3453, 50 iterations in 28.8256 sec\n", "Iteration 350, KL divergence 3.3134, 50 iterations in 29.3564 sec\n", "Iteration 400, KL divergence 3.3029, 50 iterations in 29.1447 sec\n", "Iteration 450, KL divergence 3.2975, 50 iterations in 28.5378 sec\n", "Iteration 500, KL divergence 3.2735, 50 iterations in 28.8535 sec\n", "Iteration 550, KL divergence 3.2668, 50 iterations in 28.7411 sec\n", "Iteration 600, KL divergence 3.2550, 50 iterations in 28.3898 sec\n", "Iteration 650, KL divergence 3.2515, 50 iterations in 29.2148 sec\n", "Iteration 700, KL divergence 3.2439, 50 iterations in 29.1691 sec\n", "Iteration 750, KL divergence 3.2209, 50 iterations in 29.0541 sec\n", "CPU times: user 57min 44s, sys: 18 s, total: 58min 2s\n", "Wall time: 7min 16s\n" ] } ], "source": [ "%time embedding1 = embedding.optimize(n_iter=750, exaggeration=12, momentum=0.5)" ] }, { "cell_type": "code", "execution_count": 87, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "utils.plot(embedding1, y, ax=plt.figure(figsize=(13, 9)).gca(), colors=utils.ZEISEL_COLORS)" ] }, { "cell_type": "code", "execution_count": 88, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 2.5423, 50 iterations in 29.1516 sec\n", "Iteration 100, KL divergence 2.3373, 50 iterations in 30.4027 sec\n", "Iteration 150, KL divergence 2.1789, 50 iterations in 29.1872 sec\n", "Iteration 200, KL divergence 2.0512, 50 iterations in 30.1521 sec\n", "Iteration 250, KL divergence 1.9483, 50 iterations in 30.4029 sec\n", "Iteration 300, KL divergence 1.8664, 50 iterations in 29.6052 sec\n", "Iteration 350, KL divergence 1.8009, 50 iterations in 29.3506 sec\n", "Iteration 400, KL divergence 1.7449, 50 iterations in 29.9098 sec\n", "Iteration 450, KL divergence 1.6996, 50 iterations in 30.5409 sec\n", "Iteration 500, KL divergence 1.6616, 50 iterations in 29.8158 sec\n", "Iteration 550, KL divergence 1.6287, 50 iterations in 30.5988 sec\n", "Iteration 600, KL divergence 1.6014, 50 iterations in 30.7133 sec\n", "Iteration 650, KL divergence 1.5774, 50 iterations in 30.0793 sec\n", "Iteration 700, KL divergence 1.5569, 50 iterations in 31.3257 sec\n", "Iteration 750, KL divergence 1.5387, 50 iterations in 32.1624 sec\n", "CPU times: user 1h 23s, sys: 16.8 s, total: 1h 40s\n", "Wall time: 7min 35s\n" ] } ], "source": [ "%time embedding2 = embedding1.optimize(n_iter=750, exaggeration=1, momentum=0.5)" ] }, { "cell_type": "code", "execution_count": 89, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "utils.plot(embedding2, y, ax=plt.figure(figsize=(13, 9)).gca(), colors=utils.ZEISEL_COLORS)" ] }, { "cell_type": "code", "execution_count": 90, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 29.1 s, sys: 488 ms, total: 29.6 s\n", "Wall time: 4.27 s\n" ] } ], "source": [ "%time affinities.set_perplexity(50)" ] }, { "cell_type": "code", "execution_count": 91, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iteration 50, KL divergence 3.1849, 50 iterations in 7.2072 sec\n", "Iteration 100, KL divergence 3.1635, 50 iterations in 6.8647 sec\n", "Iteration 150, KL divergence 3.1378, 50 iterations in 7.2357 sec\n", "Iteration 200, KL divergence 3.1087, 50 iterations in 8.2757 sec\n", "Iteration 250, KL divergence 3.0774, 50 iterations in 8.1145 sec\n", "Iteration 300, KL divergence 3.0457, 50 iterations in 8.3896 sec\n", "Iteration 350, KL divergence 3.0145, 50 iterations in 8.7548 sec\n", "Iteration 400, KL divergence 2.9847, 50 iterations in 8.9934 sec\n", "Iteration 450, KL divergence 2.9566, 50 iterations in 10.1486 sec\n", "Iteration 500, KL divergence 2.9303, 50 iterations in 11.3661 sec\n", "Iteration 550, KL divergence 2.9060, 50 iterations in 10.6805 sec\n", "Iteration 600, KL divergence 2.8840, 50 iterations in 12.0887 sec\n", "Iteration 650, KL divergence 2.8640, 50 iterations in 12.8427 sec\n", "Iteration 700, KL divergence 2.8459, 50 iterations in 10.9404 sec\n", "Iteration 750, KL divergence 2.8296, 50 iterations in 12.5964 sec\n", "Iteration 800, KL divergence 2.8149, 50 iterations in 13.8190 sec\n", "Iteration 850, KL divergence 2.8016, 50 iterations in 17.6422 sec\n", "Iteration 900, KL divergence 2.7898, 50 iterations in 16.1330 sec\n", "Iteration 950, KL divergence 2.7789, 50 iterations in 15.3107 sec\n", "Iteration 1000, KL divergence 2.7691, 50 iterations in 17.9017 sec\n", "Iteration 1050, KL divergence 2.7600, 50 iterations in 19.1546 sec\n", "Iteration 1100, KL divergence 2.7519, 50 iterations in 21.1566 sec\n", "Iteration 1150, KL divergence 2.7444, 50 iterations in 16.2710 sec\n", "Iteration 1200, KL divergence 2.7375, 50 iterations in 26.4706 sec\n", "Iteration 1250, KL divergence 2.7312, 50 iterations in 21.7731 sec\n", "Iteration 1300, KL divergence 2.7253, 50 iterations in 20.7189 sec\n", "Iteration 1350, KL divergence 2.7198, 50 iterations in 21.5166 sec\n", "Iteration 1400, KL divergence 2.7148, 50 iterations in 28.8205 sec\n", "Iteration 1450, KL divergence 2.7100, 50 iterations in 20.8507 sec\n", "Iteration 1500, KL divergence 2.7055, 50 iterations in 25.6662 sec\n", "CPU times: user 45min 44s, sys: 1min 53s, total: 47min 38s\n", "Wall time: 7min 28s\n" ] } ], "source": [ "%time embedding3 = embedding2.optimize(n_iter=1500, exaggeration=1, momentum=0.8)" ] }, { "cell_type": "code", "execution_count": 92, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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    " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "utils.plot(embedding3, y, ax=plt.figure(figsize=(13, 9)).gca(), colors=utils.ZEISEL_COLORS)" ] }, { "cell_type": "code", "execution_count": 93, "metadata": {}, "outputs": [], "source": [ "annealing_embedding = embedding3.view(np.ndarray)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 2 } openTSNE-1.0.2/examples/prepare_10x.ipynb000066400000000000000000002637121465662743300202070ustar00rootroot00000000000000{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/ppolicar/nfs/miniconda/envs/tsne/lib/python3.6/importlib/_bootstrap.py:219: RuntimeWarning: numpy.dtype size changed, may indicate binary incompatibility. Expected 96, got 88\n", " return f(*args, **kwds)\n", "/home/ppolicar/nfs/miniconda/envs/tsne/lib/python3.6/importlib/_bootstrap.py:219: RuntimeWarning: numpy.dtype size changed, may indicate binary incompatibility. Expected 96, got 88\n", " return f(*args, **kwds)\n" ] } ], "source": [ "import pickle\n", "import gzip\n", "from os.path import join\n", "\n", "import scanpy.api as sc\n", "\n", "import numpy as np\n", "import scipy.sparse as sp\n", "import pandas as pd\n", "from fbpca import pca\n", "import matplotlib.pyplot as plt\n", "\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 2min 15s, sys: 10.3 s, total: 2min 25s\n", "Wall time: 2min 25s\n" ] } ], "source": [ "%time adata = sc.read_10x_h5(join(\"data\", \"1M_neurons_filtered_gene_bc_matrices_h5.h5\"))" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n", "Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n", "Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n", "Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n" ] }, { "data": { "image/png": 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\n", 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    " ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 9min 58s, sys: 2min 57s, total: 12min 56s\n", "Wall time: 5min 22s\n" ] } ], "source": [ "%time sc.pp.recipe_zheng17(adata, plot=True)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/ppolicar/nfs/miniconda/envs/tsne/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: Use X instead of data, data will be removed in the future.\n", " \"\"\"Entry point for launching an IPython kernel.\n" ] }, { "data": { "text/plain": [ "array([[-0.09066167, -0.14078538, -0.05399211, ..., 1.2903655 ,\n", " 1.2008361 , 0.9360502 ],\n", " [-0.09066167, -0.14078538, -0.05399211, ..., 0.54371107,\n", " 0.8728276 , -0.18804006],\n", " [-0.09066167, -0.14078538, -0.05399211, ..., -0.610376 ,\n", " -2.5165358 , -0.46038082],\n", " ...,\n", " [-0.09066167, -0.14078538, -0.05399211, ..., -0.7364305 ,\n", " 0.8866803 , 0.37244514],\n", " [-0.09066167, -0.14078538, -0.05399211, ..., 0.47101277,\n", " 0.13998368, 0.726267 ],\n", " [-0.09066167, -0.14078538, -0.05399211, ..., 0.6153352 ,\n", " 1.2735354 , 0.9248333 ]], dtype=float32)" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata.X" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "x_log = adata.X.copy()\n", "x_log -= x_log.mean(axis=0)\n", "x_log /= x_log.std(axis=0)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 4min 8s, sys: 25.7 s, total: 4min 34s\n", "Wall time: 35.7 s\n" ] } ], "source": [ "%time U, S, V = pca(x_log, k=50)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Change the sign of the eigenvector so the figures are reproducible." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "U[:, np.sum(V, axis=1) < 0] *= -1" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 1.13 s, sys: 248 ms, total: 1.38 s\n", "Wall time: 397 ms\n" ] } ], "source": [ "%time x_reduced = np.dot(U, np.diag(S))" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "x_reduced = x_reduced[:, np.argsort(S)[::-1]][:, :50]" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(1306127, 50)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_reduced.shape" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0\n", "AAACCTGAGATAGGAG-1 14\n", "AAACCTGAGCGGCTTC-1 1\n", "AAACCTGAGGAATCGC-1 7\n", "AAACCTGAGGACACCA-1 4\n", "AAACCTGAGGCCCGTT-1 0\n", "Name: 1, dtype: int64" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cluster_ids = pd.read_csv(\"data/louvain.csv.gz\", header=None, index_col=0, squeeze=True)\n", "cluster_ids.head()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "cell_ids = pd.Series(adata.obs.index)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "assert all(cluster_ids.index.values.astype(str) == cell_ids.values.astype(str))" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "data_dict = {\"pca_50\": x_reduced,\n", " \"CellID\": cell_ids.values.astype(str),\n", " \"CellType1\": cluster_ids.values}" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "with gzip.open(\"data/10x_mouse_zheng.pkl.gz\", \"wb\") as f:\n", " pickle.dump(data_dict, f)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 2 } openTSNE-1.0.2/examples/prepare_macosko_2015.ipynb000066400000000000000000001176561465662743300217070ustar00rootroot00000000000000{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/ppolicar/nfs/miniconda/envs/tsne/lib/python3.6/importlib/_bootstrap.py:219: RuntimeWarning: numpy.dtype size changed, may indicate binary incompatibility. Expected 96, got 88\n", " return f(*args, **kwds)\n", "/home/ppolicar/nfs/miniconda/envs/tsne/lib/python3.6/importlib/_bootstrap.py:219: RuntimeWarning: numpy.dtype size changed, may indicate binary incompatibility. Expected 96, got 88\n", " return f(*args, **kwds)\n" ] } ], "source": [ "import pickle\n", "import gzip\n", "\n", "import utils\n", "\n", "import loompy\n", "import pandas as pd\n", "import numpy as np\n", "import scipy.sparse as sp\n", "\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 10min 4s, sys: 11.2 s, total: 10min 15s\n", "Wall time: 10min 15s\n" ] } ], "source": [ "%%time\n", "data = pd.read_table(\"data/GSE63472_P14Retina_merged_digital_expression.txt.gz\", index_col=0)\n", "data.head()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 48 ms, sys: 8 ms, total: 56 ms\n", "Wall time: 58.3 ms\n" ] } ], "source": [ "%%time\n", "cluster_ids = pd.read_table(\"data/retina_clusteridentities.txt\", header=None, index_col=0, squeeze=True)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0\n", "r1_GGCCGCAGTCCG 2\n", "r1_CTTGTGCGGGAA 2\n", "r1_GCGCAACTGCTC 2\n", "r1_GATTGGGAGGCA 2\n", "r1_GTGCCGCCTCTC 25\n", "Name: 1, dtype: int64" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cluster_ids.head()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Reorder\n", "cluster_ids = cluster_ids[data.columns.values]" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(24658, 49300)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.shape" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# Only use cells where metadata is available\n", "ind = data.columns.isin(cluster_ids.index)\n", "data = data.loc[:, ind]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "((24658, 49300), (49300,))" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.shape, cluster_ids.shape" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "mask = ~cluster_ids.isna()\n", "data = data.loc[:, mask.values]\n", "cluster_ids = cluster_ids[mask]" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "assert not cluster_ids.isna().any(), \"Did not properly remove cells with NaN label\"" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "((24658, 44808), (44808,))" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.shape, cluster_ids.shape" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 12.4 s, sys: 0 ns, total: 12.4 s\n", "Wall time: 12.4 s\n" ] } ], "source": [ "%%time\n", "counts = sp.csr_matrix(data.values)\n", "counts" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 2.34 s, sys: 52 ms, total: 2.39 s\n", "Wall time: 1.12 s\n" ] } ], "source": [ "%%time\n", "cpm_counts = utils.calculate_cpm(counts, axis=0)\n", "log_counts = utils.log_normalize(cpm_counts)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Rods 29400\n", "Bipolar cells 6285\n", "Amacrine cells 4426\n", "Cones 1868\n", "Muller glia 1624\n", "Retinal ganglion cells 432\n", "Horizontal cells 252\n", "Vascular endothelium 252\n", "Fibroblasts 85\n", "Microglia 67\n", "Pericytes 63\n", "Astrocytes 54\n", "Name: 1, dtype: int64" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cell_types = cluster_ids.astype(object)\n", "\n", "cell_types.loc[cell_types == 1] = \"Horizontal cells\"\n", "cell_types.loc[cell_types == 2] = \"Retinal ganglion cells\"\n", "cell_types.loc[cell_types.isin(range(3, 24))] = \"Amacrine cells\"\n", "cell_types.loc[cell_types == 24] = \"Rods\"\n", "cell_types.loc[cell_types == 25] = \"Cones\"\n", "cell_types.loc[cell_types.isin(range(26, 34))] = \"Bipolar cells\"\n", "cell_types.loc[cell_types == 34] = \"Muller glia\"\n", "cell_types.loc[cell_types == 35] = \"Astrocytes\"\n", "cell_types.loc[cell_types == 36] = \"Fibroblasts\"\n", "cell_types.loc[cell_types == 37] = \"Vascular endothelium\"\n", "cell_types.loc[cell_types == 38] = \"Pericytes\"\n", "cell_types.loc[cell_types == 39] = \"Microglia\"\n", "\n", "cell_types.value_counts()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Preprocess data set" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Dropout based feature selection" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Chosen offset: 0.19\n", "CPU times: user 3.87 s, sys: 148 ms, total: 4.02 s\n", "Wall time: 1.13 s\n" ] }, { "data": { "image/png": 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\n", 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    " ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%time gene_mask = utils.select_genes(counts.T, n=3000, threshold=0)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(44808, 3000)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x = log_counts.T[:, gene_mask].toarray()\n", "x.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Standardize data" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "x -= x.mean(axis=0)\n", "x /= x.std(axis=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### PCA preprocessing" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 2min 2s, sys: 1.76 s, total: 2min 3s\n", "Wall time: 23.1 s\n" ] } ], "source": [ "%%time\n", "U, S, V = np.linalg.svd(x, full_matrices=False)\n", "U[:, np.sum(V, axis=1) < 0] *= -1\n", "x_reduced = np.dot(U, np.diag(S))\n", "x_reduced = x_reduced[:, np.argsort(S)[::-1]][:, :50]" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(44808, 50)" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x_reduced.shape" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(44808,)" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cell_types.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Write data" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "data_dict = {\"pca_50\": x_reduced,\n", " \"CellType1\": cell_types.values.astype(str),\n", " \"CellType2\": cluster_ids.values.astype(str)}" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 732 ms, sys: 16 ms, total: 748 ms\n", "Wall time: 755 ms\n" ] } ], "source": [ "%%time\n", "with gzip.open(\"data/macosko_2015.pkl.gz\", \"wb\") as f:\n", " pickle.dump(data_dict, f)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 2 } openTSNE-1.0.2/examples/utils.py000066400000000000000000000307021465662743300165170ustar00rootroot00000000000000from os.path import abspath, dirname, join import numpy as np import scipy.sparse as sp FILE_DIR = dirname(abspath(__file__)) DATA_DIR = join(FILE_DIR, "data") MACOSKO_COLORS = { "Amacrine cells": "#A5C93D", "Astrocytes": "#8B006B", "Bipolar cells": "#2000D7", "Cones": "#538CBA", "Fibroblasts": "#8B006B", "Horizontal cells": "#B33B19", "Microglia": "#8B006B", "Muller glia": "#8B006B", "Pericytes": "#8B006B", "Retinal ganglion cells": "#C38A1F", "Rods": "#538CBA", "Vascular endothelium": "#8B006B", } ZEISEL_COLORS = { "Astroependymal cells": "#d7abd4", "Cerebellum neurons": "#2d74bf", "Cholinergic, monoaminergic and peptidergic neurons": "#9e3d1b", "Di- and mesencephalon neurons": "#3b1b59", "Enteric neurons": "#1b5d2f", "Hindbrain neurons": "#51bc4c", "Immature neural": "#ffcb9a", "Immune cells": "#768281", "Neural crest-like glia": "#a0daaa", "Oligodendrocytes": "#8c7d2b", "Peripheral sensory neurons": "#98cc41", "Spinal cord neurons": "#c52d94", "Sympathetic neurons": "#11337d", "Telencephalon interneurons": "#ff9f2b", "Telencephalon projecting neurons": "#fea7c1", "Vascular cells": "#3d672d", } MOUSE_10X_COLORS = { 0: "#FFFF00", 1: "#1CE6FF", 2: "#FF34FF", 3: "#FF4A46", 4: "#008941", 5: "#006FA6", 6: "#A30059", 7: "#FFDBE5", 8: "#7A4900", 9: "#0000A6", 10: "#63FFAC", 11: "#B79762", 12: "#004D43", 13: "#8FB0FF", 14: "#997D87", 15: "#5A0007", 16: "#809693", 17: "#FEFFE6", 18: "#1B4400", 19: "#4FC601", 20: "#3B5DFF", 21: "#4A3B53", 22: "#FF2F80", 23: "#61615A", 24: "#BA0900", 25: "#6B7900", 26: "#00C2A0", 27: "#FFAA92", 28: "#FF90C9", 29: "#B903AA", 30: "#D16100", 31: "#DDEFFF", 32: "#000035", 33: "#7B4F4B", 34: "#A1C299", 35: "#300018", 36: "#0AA6D8", 37: "#013349", 38: "#00846F", } def calculate_cpm(x, axis=1): """Calculate counts-per-million on data where the rows are genes. Parameters ---------- x : array_like axis : int Axis accross which to compute CPM. 0 for genes being in rows and 1 for genes in columns. """ normalization = np.sum(x, axis=axis) # On sparse matrices, the sum will be 2d. We want a 1d array normalization = np.squeeze(np.asarray(normalization)) # Straight up division is not an option since this will form a full dense # matrix if `x` is sparse. Divison can be expressed as the dot product with # a reciprocal diagonal matrix normalization = sp.diags(1 / normalization, offsets=0) if axis == 0: cpm_counts = np.dot(x, normalization) elif axis == 1: cpm_counts = np.dot(normalization, x) return cpm_counts * 1e6 def log_normalize(data): """Perform log transform log(x + 1). Parameters ---------- data : array_like """ if sp.issparse(data): data = data.copy() data.data = np.log2(data.data + 1) return data return np.log2(data.astype(np.float64) + 1) def pca(x, n_components=50): if sp.issparse(x): x = x.toarray() U, S, V = np.linalg.svd(x, full_matrices=False) U[:, np.sum(V, axis=1) < 0] *= -1 x_reduced = np.dot(U, np.diag(S)) x_reduced = x_reduced[:, np.argsort(S)[::-1]][:, :n_components] return x_reduced def select_genes( data, threshold=0, atleast=10, yoffset=0.02, xoffset=5, decay=1, n=None, plot=True, markers=None, genes=None, figsize=(6, 3.5), markeroffsets=None, labelsize=10, alpha=1, ): if sp.issparse(data): zeroRate = 1 - np.squeeze(np.array((data > threshold).mean(axis=0))) A = data.multiply(data > threshold) A.data = np.log2(A.data) meanExpr = np.zeros_like(zeroRate) * np.nan detected = zeroRate < 1 meanExpr[detected] = np.squeeze(np.array(A[:, detected].mean(axis=0))) / ( 1 - zeroRate[detected] ) else: zeroRate = 1 - np.mean(data > threshold, axis=0) meanExpr = np.zeros_like(zeroRate) * np.nan detected = zeroRate < 1 meanExpr[detected] = np.nanmean( np.where(data[:, detected] > threshold, np.log2(data[:, detected]), np.nan), axis=0, ) lowDetection = np.array(np.sum(data > threshold, axis=0)).squeeze() < atleast # lowDetection = (1 - zeroRate) * data.shape[0] < atleast - .00001 zeroRate[lowDetection] = np.nan meanExpr[lowDetection] = np.nan if n is not None: up = 10 low = 0 for t in range(100): nonan = ~np.isnan(zeroRate) selected = np.zeros_like(zeroRate).astype(bool) selected[nonan] = ( zeroRate[nonan] > np.exp(-decay * (meanExpr[nonan] - xoffset)) + yoffset ) if np.sum(selected) == n: break elif np.sum(selected) < n: up = xoffset xoffset = (xoffset + low) / 2 else: low = xoffset xoffset = (xoffset + up) / 2 print("Chosen offset: {:.2f}".format(xoffset)) else: nonan = ~np.isnan(zeroRate) selected = np.zeros_like(zeroRate).astype(bool) selected[nonan] = ( zeroRate[nonan] > np.exp(-decay * (meanExpr[nonan] - xoffset)) + yoffset ) if plot: import matplotlib.pyplot as plt if figsize is not None: plt.figure(figsize=figsize) plt.ylim([0, 1]) if threshold > 0: plt.xlim([np.log2(threshold), np.ceil(np.nanmax(meanExpr))]) else: plt.xlim([0, np.ceil(np.nanmax(meanExpr))]) x = np.arange(plt.xlim()[0], plt.xlim()[1] + 0.1, 0.1) y = np.exp(-decay * (x - xoffset)) + yoffset if decay == 1: plt.text( 0.4, 0.2, "{} genes selected\ny = exp(-x+{:.2f})+{:.2f}".format( np.sum(selected), xoffset, yoffset ), color="k", fontsize=labelsize, transform=plt.gca().transAxes, ) else: plt.text( 0.4, 0.2, "{} genes selected\ny = exp(-{:.1f}*(x-{:.2f}))+{:.2f}".format( np.sum(selected), decay, xoffset, yoffset ), color="k", fontsize=labelsize, transform=plt.gca().transAxes, ) plt.plot(x, y, linewidth=2) xy = np.concatenate( ( np.concatenate((x[:, None], y[:, None]), axis=1), np.array([[plt.xlim()[1], 1]]), ) ) t = plt.matplotlib.patches.Polygon(xy, color="r", alpha=0.2) plt.gca().add_patch(t) plt.scatter(meanExpr, zeroRate, s=3, alpha=alpha, rasterized=True) if threshold == 0: plt.xlabel("Mean log2 nonzero expression") plt.ylabel("Frequency of zero expression") else: plt.xlabel("Mean log2 nonzero expression") plt.ylabel("Frequency of near-zero expression") plt.tight_layout() if markers is not None and genes is not None: if markeroffsets is None: markeroffsets = [(0, 0) for g in markers] for num, g in enumerate(markers): i = np.where(genes == g)[0] plt.scatter(meanExpr[i], zeroRate[i], s=10, color="k") dx, dy = markeroffsets[num] plt.text( meanExpr[i] + dx + 0.1, zeroRate[i] + dy, g, color="k", fontsize=labelsize, ) return selected def plot( x, y, ax=None, title=None, draw_legend=True, draw_centers=False, draw_cluster_labels=False, colors=None, legend_kwargs=None, label_order=None, **kwargs ): import matplotlib if ax is None: _, ax = matplotlib.pyplot.subplots(figsize=(8, 8)) if title is not None: ax.set_title(title) plot_params = {"alpha": kwargs.get("alpha", 0.6), "s": kwargs.get("s", 1)} # Create main plot if label_order is not None: assert all(np.isin(np.unique(y), label_order)) classes = [l for l in label_order if l in np.unique(y)] else: classes = np.unique(y) if colors is None: default_colors = matplotlib.rcParams["axes.prop_cycle"] colors = {k: v["color"] for k, v in zip(classes, default_colors())} point_colors = list(map(colors.get, y)) ax.scatter(x[:, 0], x[:, 1], c=point_colors, rasterized=True, **plot_params) # Plot mediods if draw_centers: centers = [] for yi in classes: mask = yi == y centers.append(np.median(x[mask, :2], axis=0)) centers = np.array(centers) center_colors = list(map(colors.get, classes)) ax.scatter( centers[:, 0], centers[:, 1], c=center_colors, s=48, alpha=1, edgecolor="k" ) # Draw mediod labels if draw_cluster_labels: for idx, label in enumerate(classes): ax.text( centers[idx, 0], centers[idx, 1] + 2.2, label, fontsize=kwargs.get("fontsize", 6), horizontalalignment="center", ) # Hide ticks and axis ax.set_xticks([]), ax.set_yticks([]), ax.axis("off") if draw_legend: legend_handles = [ matplotlib.lines.Line2D( [], [], marker="s", color="w", markerfacecolor=colors[yi], ms=10, alpha=1, linewidth=0, label=yi, markeredgecolor="k", ) for yi in classes ] legend_kwargs_ = dict(loc="center left", bbox_to_anchor=(1, 0.5), frameon=False, ) if legend_kwargs is not None: legend_kwargs_.update(legend_kwargs) ax.legend(handles=legend_handles, **legend_kwargs_) def evaluate_embedding( embedding, labels, projection_embedding=None, projection_labels=None, sample=None ): """Evaluate the embedding using Moran's I index. Parameters ---------- embedding: np.ndarray The data embedding. labels: np.ndarray A 1d numpy array containing the labels of each point. projection_embedding: Optional[np.ndarray] If this is given, the score will relate to how well the projection fits the embedding. projection_labels: Optional[np.ndarray] A 1d numpy array containing the labels of each projection point. sample: Optional[int] If this is specified, the score will be computed on a sample of points. Returns ------- float Moran's I index. """ has_projection = projection_embedding is not None if projection_embedding is None: projection_embedding = embedding if projection_labels is not None: raise ValueError( "If `projection_embedding` is None then `projection_labels make no sense`" ) projection_labels = labels if embedding.shape[0] != labels.shape[0]: raise ValueError("The shape of the embedding and labels don't match") if projection_embedding.shape[0] != projection_labels.shape[0]: raise ValueError("The shape of the reference embedding and labels don't match") if sample is not None: n_samples = embedding.shape[0] sample_indices = np.random.choice( n_samples, size=min(sample, n_samples), replace=False ) embedding = embedding[sample_indices] labels = labels[sample_indices] n_samples = projection_embedding.shape[0] sample_indices = np.random.choice( n_samples, size=min(sample, n_samples), replace=False ) projection_embedding = projection_embedding[sample_indices] projection_labels = projection_labels[sample_indices] weights = projection_labels[:, None] == labels if not has_projection: np.fill_diagonal(weights, 0) mu = np.asarray(embedding.mean(axis=0)).ravel() numerator = np.sum(weights * ((projection_embedding - mu) @ (embedding - mu).T)) denominator = np.sum((projection_embedding - mu) ** 2) return projection_embedding.shape[0] / np.sum(weights) * numerator / denominator openTSNE-1.0.2/notes/000077500000000000000000000000001465662743300143155ustar00rootroot00000000000000openTSNE-1.0.2/notes/.gitignore000066400000000000000000000000421465662743300163010ustar00rootroot00000000000000* !.gitignore !*.pdf !*.tex !*.bibopenTSNE-1.0.2/notes/notes.pdf000066400000000000000000006053611465662743300161530ustar00rootroot00000000000000%PDF-1.5 % 76 0 obj << /Length 2699 /Filter /FlateDecode >> stream xZ[sۺ~ӈ`g3MLۉ@KńbAaEqO_,\,|{-̂Tpw Uʌ^XnR)z>Wo_].%ۺ+vyi-pMR)s6ϗzahK&ԥ2"Y T J%!%X\,5)\r.t ҌeWR-s&w`/L;&Kv=EzTV&˦p#M1_hAWn.+7Si&{elkPz nz a\9^Rq*8vdW`]t7 SPBQ>Ƈ[3%1O;ֈ'q Q,| =cɛbUdPWOR!ʀ)Rp(}U| " V>om #A hb@`E t@x syXQzv C(a3`{EY)%[[{5-A`@i2CP}lkݸ8Zfq<Ų kOgE.'Qtg"}SU$y<%nWlq?Fyc̩bEFQRŨqŵc,p$y ~2gh(Ubs+Ӿ\>Zp'YRcECk%.h.X{W|swD|f!7K >TNwxxhʤ-Y1M.CPS.=qܻ*e7U`@EXM N=h:Jc/LU7i@7@]!̍ KUl_VG6 , &IM YUmfz-ӂhUXr Wēj~n֖=6b|p}-ɲpx5ςCa{/裂O>9\uupeGSc :~wuSv~܁O~a=%ueO4mGmp 9 d9T!_˿.VHOj,;NڥX\1H7Y7] !馏=csގOTx'>nL7&B$y쒹ƯޘrZ @巓N<Ψ@p-Zd};O4 B>}^U6 _^Ûy4D &q`xV tğWϖvi P$qcz;\K@r8`XVE'61u <'&pCU>e0b hwM%f2/`Ǜm/N/oæfhL; .DR)T$ Y/g endstream endobj 101 0 obj << /Length 2936 /Filter /FlateDecode >> stream xrF]_GNr&x7NEU{yIHD4گ #*O =}7=?ꙶ3YS1;I%0ffǔgٯяO4cxa'WpbLj5`F{KpA~qX3b6xlblxPYZYש-b+ x"'!ma^//d-\&xL7g(S>3e8Sl/qt3Y.g|!!2 N$Q}pb1L"،S2 2,o TtYg%tT)bS/zx7M%M$f0aC4_¶&sD9-ͮFڳʛ⏹=@V~eEbsf9LXzmdOu/eY Bޭݩ8fPaǢcȘ4tYL#$m h` ~/]*=S,Iv'%#>|`n:oN}fV)Dvcayx"c&x&do<S2nVE[y2g2nl˜`!(kXbxCmji`m@bKu(e5ȃg]zf\EY@,z;$].o*ymiCux!\r7jZ2)v`Q^ܦ;D-YY_PJtEVB5":$1ZyF,ҤS=۶pHִj7@^ksVl-8m=E)"+`cyE Ho3*&[X]ԍ5ļ9kijmA]JBz >luo7TT\Я+pBЀVpWB =ˬ# Eg5pMvX{l.J[$gŲ7"rUʃ0a憞`&kRO2lm"#ue^q:iUfssCV2E Jcu̻!d|:T&>I`TH"07`zoD);9)  Lڐ^ TߣR}C 2䴑mJR-tlXa ®j|7E6}E ,XJ^e]F6@e#o}[P_xm5j8gjȭ\_Qlƣv~Po&X2pTD KM:I͇ՓQBҫ~I/ hjs͆kp-u;Vc>sj[gԊ&!iV ̪hPzJ.\ps{a&[{W2oF?*o&0致j=m3ֳA^lz-֮JwzzU۾l']Z9nM`޶@膴NmGeHm=-i]q>ޮX?zWlOuؾ؞Լ芧oi?ˮc -b%Rcl~n}׾ueeo5zivUq7TPd@WCIxP6, ',xs>T<5G 1=SWBY[ ,v@ A玊;aRڻJ. ͣO (%De}5G* ;]) X)N.ꐚ^@[h_ut؃}3Р\OA-Wse~>bܣܱa/HUW<:ۭLIYf4N !p! 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First for each point $i$, we find its nearest nearest neighbours and compute the probability of this point $p_j$ based on the PDF of a Gaussian centred on the point $i$: \begin{equation}\label{eq:sne_pij} p_{j \mid i} = \frac{\exp{\left (- || \mathbf{x}_i - \mathbf{x}_j ||^2 / 2\sigma_i^2 \right )}}{\sum_{k \neq i}\exp{\left (- || \mathbf{x}_i - \mathbf{x}_k ||^2 / 2\sigma_i^2 \right )}} \end{equation} where $\sigma_i$ is the bandwidth of the Gaussian density. These bandwidths are controlled by the ``perplexity'' parameter. Perplexity can be thought of as a continuous analogue to the number $k$-nearest neighbours: \begin{equation} Perp(P_i) = 2^{H(P_i)} \end{equation} where $H(P_i)$ is the Shannon entropy of the distribution $P_i$. t-SNE actually doesn't use Equation~\ref{eq:sne_pij} directly, but symmetrizes this conditional probability, so the actual $p_{ij}$s used by t-SNE are \begin{equation} p_{ij} = \frac{p_{j\mid i} + p_{i \mid j}}{2} \end{equation} In their experiments, van der Maaten et al. found that this doesn't affect embedding quality and simplifies the gradient expression. Similarly, we represent the embedding $Y$ as a probability distribution. In the original SNE paper \cite{hinton2003stochastic}, a Gaussian was used, however this often led to the crowding problem, where all the points were clumped into a single ball in a single point in space. t-SNE, as the name would suggest, uses a Student-t distribution, therefore the probability density of $Y$ is \begin{equation} q_{ij} = \frac{\left ( 1 + || \mathbf{y}_i - \mathbf{y}_j ||^2 \right )^{-1}}{\sum_{k \neq l}\left ( 1 + || \mathbf{y}_k - \mathbf{y}_l ||^2 \right )^{-1}} \end{equation} We now have two probability distributions over the local point affinities. Now we'd like some way to match these two distributions, so the local structure of $X$ is reflected in $Y$. A natural way of doing this is to use Kullback-Leibler divergence (from here on referred to as the KL divergence), which is defined as \begin{equation} KL(P \mid \mid Q) = \sum_{ij} p_{ij} \log \frac{p_{ij}}{q_{ij}} \end{equation} Our goal is to minimize this error $C$, so we can take the derivative and obtain \begin{equation} \frac{\partial C}{\partial \mathbf{y}_i} = 4 \sum_{j \neq i} \left ( p_{ij} - q_{ij} \right ) \left ( \mathbf{y}_i - \mathbf{y}_j \right ) \left ( 1 + || \mathbf{y}_i - \mathbf{y}_j || ^2 \right )^{-1} \end{equation} This is t-SNE in essence. In practice various tricks are used to speed up convergence e.g. using a momentum term helps a lot. The embedding $Y$ is typically initialized using an isotropic Gaussian with small variance (e.g. 0.01). Often times, PCA is used for initialization. This can sometimes be problematic if the PCA embedding provides very scattered embeddings (sometimes most points are clumped to one side with very long stretched out tails). In these cases, using a random initialization produces better embeddings. \section{Performance improvements} It quickly became apparent that t-SNE, while nice, was infeasible to run for larger data sets, because of its quadratic time complexity $\mathcal{O}(n^2)$ (due to the normalization term in $q_{ij}$). For convenience, we will write the gradient in a different form seen in many papers, that makes the attractive and repulsive forces clearer. \begin{align} \frac{\partial C}{\partial \mathbf{y}_i} &= 4 \sum_{j \neq i} \left ( p_{ij} - q_{ij} \right ) \left ( \mathbf{y}_i - \mathbf{y}_j \right ) \left ( 1 + || \mathbf{y}_i - \mathbf{y}_j || ^2 \right )^{-1} \intertext{Notice that the right most term is just the unnormalized $q_{ij}$} &= 4 \sum_{j \neq i} \left ( p_{ij} - q_{ij} \right ) \left ( \mathbf{y}_i - \mathbf{y}_j \right ) \left ( 1 + || \mathbf{y}_i - \mathbf{y}_j || ^2 \right )^{-1} \frac{Z}{Z} \intertext{Where $Z$ is the normalization term of $Q$: $Z = \sum_{k \neq l}\left ( 1 + || \mathbf{y}_k - \mathbf{y}_l ||^2 \right )^{-1}$} &= 4 \sum_{j \neq i} \left ( p_{ij} - q_{ij} \right ) q_{ij} Z \left ( \mathbf{y}_i - \mathbf{y}_j \right ) \\ &= 4 \left (\sum_{j \neq i} p_{ij} q_{ij} Z \left ( \mathbf{y}_i - \mathbf{y}_j \right ) -\sum_{j \neq i} q_{ij}^2 Z \left ( \mathbf{y}_i - \mathbf{y}_j \right ) \right ) \\ \intertext{which can in turn be throught of as attractive and repulsive forces} &= 4 \left ( F_{\text{attr}} + F_{\text{rep}} \right ) \end{align} \subsection{Landmark points} In fact, van der Maaten and Hinton provide a solution to this in their original paper: instead of visualizing all the points, embed only a sample of carefully chosen landmark points. The points must be carefully chosen because a random subset may not properly describe the manifold. First, we construct the k-neighbourhood graph on all the points. Next, they approximate the $P$ of the landmark points using random walks across the neighbourhood graph. Then, we proceed with t-SNE on the landmark points. \subsection{Approximating P} An observation made in \cite{van2014accelerating} was that since we use a Gaussian kernel for $P$, points further than 3 standard deviations from the mean have almost zero probabilities, and as such, do not affect the KL divergence term. Therefore, no harm would come if we simply ignored these terms. In practice, this means that we only compute the $p_{ij}$ terms for $\left \lfloor 3u \right \rfloor$ neighbours, where $u$ is the perplexity. In \cite{van2014accelerating}, exact nearest neighbours are used. These can be efficiently computed in $\mathcal{O}(n \log n)$ using tree structures, thus reducing the complexity from $\mathcal{O}(n^2)$ needed for pairwise distances. The preferred exact nearest neighbour method are vantage point trees (also referred to as VP trees). \cite{yianilos1993data} presented VP trees and compared their performance to another popular tree based nearest neighbour search method -- KD trees. VP trees were shown to require far fewer queries when dealing with high dimensions, as t-SNE often does.\cite{van2014accelerating} also provide a comparison with dual-trees, where VP trees, again, perform favourably. More recently, it was shown in \cite{linderman2017efficient} that approximate nearest neighbours perform just as well. Approximate nearest neighbour algorithms are often orders of magnitude faster than exact nearest neighbour search, allowing us to scale this step to much larger data than before. \subsection{Barnes-Hut} Having drastically improved the complexity of $F_\text{attr}$, we are still left with quadratic $\mathcal{O}(n^2)$ complexity for $F_\text{rep}$, required by the normalization term $Z$. \cite{van2014accelerating} notice that computing $F_\text{rep}$ can be posed as an N-body simulation problem. This problem has been addressed physics simulation community and can be efficiently solved in $\mathcal{O}(n \log n)$ time using Barnes-Hut trees. The main idea behind this approximation is that clusters of points far away for the current point $i$ will have similar contribution, therefore we can summarize entire regions of space (denoted cells in the following) by computing the center of mass of the region $\mathbf{y}_{\text{cell}}$, computing the interaction between $i$ and $\mathbf{y}_{\text{cell}}$ and adding this interaction up $N_{\text{cell}}$ times, where $N_{\text{cell}}$ is the number of points in the given region, given they are far enough from our query point $i$. The space is split into square regions and represented by a space splitting tree (a quad-tree in 2D and an oct-tree in 3D) which can be built in linear time. The ``far enough'' is determined by a parameter $\theta$, which controls how accurate our estimations are. If the following relation holds, then the cell is summarized \begin{equation} \frac{r_\text{cell}}{|| \mathbf{y}_i - \mathbf{y}_{\text{cell}} || ^2} < \theta \end{equation} where $r_\text{cell}$ represents the length of the diagonal of the cell. Larger values of $\theta$ produce more accurate estimates. Setting $\theta$ to 0 computes all the pairwise interactions as the condition can never be met. Scikit-learn recommends values between 0.2 and 0.8, as anything above and below that quickly result in long computation time and large error, respectively. It is worth noting that this approach scales fairly well for 1, 2 and 3 dimensions, but further than that, the complexity becomes prohibitively expensive. This is not really an issue, since we humans can only perceive 3 dimensions, and most visualizations are 2D. \subsection{FFT Accelerated Interpolation} We can write an equivalent expression for the repulsive forces \begin{align} F_\text{rep} &= \sum_{j \neq i} q_{ij}^2 Z \left ( \mathbf{y}_i - \mathbf{y}_j \right ) \intertext{Plugging in the expressions for $q_{ij}$ and $Z$} &= \sum_{j \neq i} \frac{\left ( 1 + || \mathbf{y}_i - \mathbf{y}_j ||^2 \right )^{-2}}{\sum_{k \neq l}\left ( 1 + || \mathbf{y}_k - \mathbf{y}_l ||^2 \right )^{-2}} \frac{\left ( \mathbf{y}_i - \mathbf{y}_j \right )}{\sum_{k \neq l}\left ( 1 + || \mathbf{y}_k - \mathbf{y}_l ||^2 \right )} \\ \intertext{Putting the top and bottom terms together} &= \left ( \sum_{j \neq i} \frac{\mathbf{y}_i - \mathbf{y}_j}{\left ( 1 + || \mathbf{y}_i - \mathbf{y}_j ||^2 \right )^{2}} \right ) \bigg/ \left( \sum_{k \neq l} \frac{1 + || \mathbf{y}_k - \mathbf{y}_l ||^2}{\left ( 1 + || \mathbf{y}_k - \mathbf{y}_l ||^2 \right )^{2}} \right) \\ &= \left ( \sum_{j \neq i} \frac{\mathbf{y}_i - \mathbf{y}_j}{\left ( 1 + || \mathbf{y}_i - \mathbf{y}_j ||^2 \right )^{2}} \right ) \bigg/ \left( \sum_{k \neq l} \frac{1}{\left ( 1 + || \mathbf{y}_k - \mathbf{y}_l ||^2 \right )} \right) \end{align} We can also write an expression for each term of $\mathbf{y}_i$ individually: \begin{equation} F_{\text{rep}, i}(m) = \left ( \sum_{j \neq i} \frac{\mathbf{y}_i(m) - \mathbf{y}_j(m)}{\left ( 1 + || \mathbf{y}_i - \mathbf{y}_j ||^2 \right )^{2}} \right ) \bigg/ \left( \sum_{k \neq l} \frac{1}{\left ( 1 + || \mathbf{y}_k - \mathbf{y}_l ||^2 \right )} \right) \end{equation} where $\mathbf{y}_i(m)$ denotes the $m^{\text{th}}$ component of $\mathbf{y}$ i.e. $m \in \{1, 2\}$ in the 2D case. \cite{linderman2017efficient} make the acute observation that the repulsive forces $F_\text{rep}$ can be written as $s + 2$ sums of the form \begin{equation} \phi(\mathbf{y}_i) = \sum_j K (\mathbf{y}_i, \mathbf{y}_j) q_{ij} \end{equation} where $K(y, z)$ is either the Cauchy kernel or the squared Cauchy kernel and $s$ is the dimensionality of $Y$ \begin{equation} K_1(y, z) = \frac{1}{\left( 1 + || \mathbf{y} - \mathbf{z} ||^2 \right)}, \quad\text{or}\quad K_2(y, z) = \frac{1}{ \left( 1 + || \mathbf{y} - \mathbf{z} ||^2 \right) ^2} \end{equation} To make the sums concrete, consider the 2D case: \begin{align} \phi_{1, i} &= \sum_{j \neq i} \frac{1}{\left( 1 + || \mathbf{y}_j - \mathbf{y}_i ||^2 \right)} \notag \\ \phi_{2, i} &= \sum_{j \neq i} \frac{\mathbf{y}_j(1)}{\left( 1 + || \mathbf{y}_j - \mathbf{y}_i ||^2 \right)^2} \notag \\ \phi_{3, i} &= \sum_{j \neq i} \frac{\mathbf{y}_j(2)}{\left( 1 + || \mathbf{y}_j - \mathbf{y}_i ||^2 \right)^2} \notag \\ \phi_{4, i} &= \sum_{j \neq i} \frac{1}{\left( 1 + || \mathbf{y}_j - \mathbf{y}_i ||^2 \right)^2} \notag \end{align} the the repulsive forces can be expressed in terms of these 4 sums as follows: \begin{align} F_{\text{rep}, i}(1) &= \left ( \sum_{j \neq i} \frac{\mathbf{y}_i(1) - \mathbf{y}_j(1)}{\left ( 1 + || \mathbf{y}_i - \mathbf{y}_j ||^2 \right )^{2}} \right ) \bigg/ \left( \sum_{k \neq l} \frac{1}{\left ( 1 + || \mathbf{y}_k - \mathbf{y}_l ||^2 \right )} \right) \notag \\ &= (\phi_{2, i} - \mathbf{y}_{i}(1)\phi_{4, i}) / Z, \\ F_{\text{rep}, i}(2) &= \left ( \sum_{j \neq i} \frac{\mathbf{y}_i(2) - \mathbf{y}_j(2)}{\left ( 1 + || \mathbf{y}_i - \mathbf{y}_j ||^2 \right )^{2}} \right ) \bigg/ \left( \sum_{k \neq l} \frac{1}{\left ( 1 + || \mathbf{y}_k - \mathbf{y}_l ||^2 \right )} \right) \notag \\ &= (\phi_{3, i} - \mathbf{y}_{i}(2)\phi_{4, i}) / Z, \end{align} where \begin{align} Z &= \sum_j \phi_{1, j} \end{align} The key idea in this approach is that since we have smooth kernels $K_1$ and $K_2$, we can approximate them using polynomial interpolation. Of course, the choice of interpolants is entirely up to us, but we we evaluate our kernel functions at these points and interpolate our true data using these. To make things computationally efficient, we can set the interpolants to be equispaced points on the space spanned by the data. This is very convenient, because the kernels in question are all translation invariant and when we evaluate them at the interpolants, then the kernel matrix $K$ will be Toeplitz. This means that it is enough to evaluate the Kernel for the left-most point in space in 1D. In 2d, our $K$ is actually a 3D tensor, but is again, Toeplitz. Linear algebra tells us we can embed any Toeplitz matrix into a circulant matrix. This is desirable, because now we can perform matrix-vector multiplication in the frequency domain in linear time, with the slowest part being the FFT and IFFT transforms in $\mathcal{O}(n \log n)$ time. Finally, having evaluated the repulsive forces at the interpolants, we just need to interpolate the forces on our true data. This can be done in linear time $\mathcal{O}(n)$. Doing this, we have successfully made the overall complexity independent of $N$, and have shifted the brunt of the work onto the number of chosen interpolation points, so the time complexity will rely heavily on that. In practice, we split the input space into equally sized intervals, and then have 3 interpolation points in each interval. While we could increase the number of interpolation points, it is preferable to increase the number of intervals (due to the Runge phenomenon in interpolation). Increasing the number of interpolation points also increases the accuracy of the approximation, but comes at a computation cost. Like the Barnes-Hut variant, this method becomes very inefficient for higher dimensions, as the number of interpolation points needed scales exponentially with $d$. In practice, this isn't an issue because most often, we want to inspect 2D embeddings. \section{Implementation details} \subsection{Perplexity} The following section explains how perplexity is formulated so the code can run efficiently. Perplexity is defined as \begin{align} \text{Perplexity}(P_i) &= 2^{H(P_i)} \intertext{where $H$ is the Shannon entropy of a discrete distribution} H(P_i) = -\sum_i p_{j \mid i} \log_2 (p_{j \mid i}) \intertext{In code, the following is more practical to avoid computing $2^{x}$ whereas perplexity stays fixed:} \log(\text{Perplexity}(P_i)) &= -\sum_i p_{j \mid i} \log (p_{j \mid i}) \end{align} Remember that $P_i$ is just a Gaussian distribution centered on point $i$, given by \begin{align} p_i(d_i) &= \frac{1}{\sqrt{2 \pi} \sigma} \exp \left ( -\frac{d_{ij}^2}{2 \sigma^2} \right ) \intertext{however, since we'll be performing row-normalization by hand, something proportional is sufficient} &\sim \exp \left ( -\frac{d_{ij}^2}{2 \sigma^2} \right ) \end{align} In most implementations this Gaussian is parameterized with $\beta = 1 / 2\sigma^2$ and therefore we compute $\exp \left ( -d_{ij}^2 \beta \right )$ in practice. In our case, we actually compute $ \frac{1}{\sigma} \exp \left ( -d_{ij}^2 \beta \right )$ because we allow a multiscale approach, which mixes several Gaussians together. We also reparameterize our distribution to use the more interpretable precision $\tau = 1 / \sigma^2$ instead of $\beta$. Therefore our probability density is given by \begin{equation} p_i(d_i) \sim \sqrt{\tau} \exp \left ( -\frac{d_{ij}^2 \tau}{2} \right ) \end{equation} We now plug in our parametrization into the entropy and arrive at a convenient form which can be coded efficiently. \begin{align} H_i &= -\sum_j \frac{\sqrt{\tau} \exp \left ( -d_{ij}^2 \tau / 2 \right ) }{\sum_k \sqrt{\tau} \exp \left ( -d_{ik}^2 \tau / 2 \right )} \log \left ( \frac{\sqrt{\tau} \exp \left ( -d_{ij}^2 \tau / 2 \right ) }{\sum_k \sqrt{\tau} \exp \left ( -d_{ik}^2 \tau / 2 \right )} \right ) \\ \intertext{The first term is just $p_{j\mid i}$ and we can split up the log into two parts} &= -\sum_j p_{j\mid i} \left [ \log \left ( \sqrt{\tau} \exp \left ( -d_{ij}^2 \tau / 2 \right ) \right ) - \log \left ( \sum_k \sqrt{\tau} \exp \left ( -d_{ik}^2 \tau / 2 \right ) \right ) \right ] \intertext{Notice now that the first term in the square brackets almost has the form $\log (\exp (x))$. For clarity, we will also denote the normalization sum as $Z$.} &= -\sum_j \left [ p_{j\mid i} \left ( \frac{1}{2} \log \tau - d_{ij}^2 \tau / 2 \right ) \right ] + \sum_j p_{j\mid i} \log Z \\ &= -\frac{1}{2} \log \tau \sum_j p_{j\mid i} + \frac{\tau}{2} \sum_j p_{j\mid i} d_{ij}^2 + \sum_j p_{j\mid i} \log Z \intertext{We move the first term to the end to make the sign unmissable. Since $p_i$ is a proper probability distribution, its elements sum up to 1, leaving us with} &= \frac{\tau}{2} \sum_j p_{j\mid i} d_{ij}^2 + \log Z-\frac{1}{2} \log \tau \end{align} This can be computed in two passes over the data. The first pass computes the unnormalized probabilities $\tilde{p}_{j\mid i}$ and accumulate the normalization constant $Z$. In the second pass, the first term can be computed. In other implementation e.g. scikit-learn, the expression is computed without $\sqrt{\tau}$. It's easy to see that the result will be similar (and indeed, this is used in their code), but without the $-1/2 \log \tau$ term and parameterized with $\beta = \tau / 2$. \subsection{Fast KL Divergence} During computation of negative gradients, we do not know the value of the normalization term $Z$ during intermediate steps. Therefore, in order to compute the KL divergence of the embedding, we would need at least two passes over the data points, first to compute the unnormalized $q_{ij}$s, and secondly to normalize them and compute the KL divergence. By rewriting the KL divergence in terms of unnormalized $q_{ij}$s, we can compute the entire error with a single pass over the data points by accumulating the $\sum_{ij} p_{ij}$ and $\sum_{ij}q_{ij}$ in the first pass. \begin{align} KL(P \mid \mid Q) &= \sum_{ij} p_{ij} \log \frac{p_{ij}}{q_{ij}} \\ &= \sum_{ij} p_{ij} \log \left ( p_{ij} \frac{Z}{\hat{q}_{ij}} \right ) \intertext{where $\hat{q}_{ij}$ denotes the unnormalized values $q_{ij}$} &= \sum_{ij} p_{ij} \log \frac{p_{ij}}{\hat{q}_{ij}} + \sum_{ij} p_{ij} \log Z \end{align} Therefore the first term requires a single pass over all $i, j$s and the second term can be computed in constant time if we accumulate the sums of $P$ and $Q$. This is already included in most software packages e.g. scikit-learn. \subsection{KL Divergence with exaggeration} The implemented optimization methods don't have a notion of exaggeration, they simply take an affinity matrix $P$ containing the probabilities of points $j$ appearing close to $i$. Exaggeration is used to scale $P$ by some constant factor $\alpha$ (this means that entries in the affinity matrix $P$ are not proper probabilities) to help separate clusters in the beginning of the optimization. These methods also compute the KL divergence during optimization (for efficiency), and, as such, the error is incorrect because we don't account for the scaling $\alpha$. This section derives a simple correction for the KL divergence error term so we can get the true error of the embedding even when $P$ is exaggerated. \begin{align} KL(P \mid \mid Q) &= \sum_{ij} p_{ij} \log \frac{p_{ij}}{q_{ij}} \intertext{We need to introduce the scaling i.e. exaggeration factor $\alpha$ to every $p_{ij}$ term, so we multiply some terms by $1 = \alpha/\alpha$.} &= \sum_{ij} \frac{\alpha}{\alpha}p_{ij} \log \frac{\alpha p_{ij}}{\alpha q_{ij}} \\ \intertext{Exaggeration means that the $p_{ij}$ terms get multiplied by $\alpha$, so we need to find an expression for the KL divergence that includes only $\alpha p_{ij}$ and $q_{ij}$ and some other factor that will correct for $\alpha$.} &= \frac{1}{\alpha} \sum_{ij} \alpha p_{ij} \left ( \log \frac{\alpha p_{ij}}{q_{ij}} - \log \alpha \right ) \\ &= \frac{1}{\alpha} \left ( \sum_{ij} \alpha p_{ij} \log \frac{\alpha p_{ij}}{q_{ij}} \right ) - \frac{1}{\alpha} \left ( \sum_{ij} \alpha p_{ij} \log \alpha \right ) \intertext{We notice in the first term is exactly the KL divergence where $p_{ij}$s are scaled by $\alpha$. We also notice in the second term that $\sum_{ij} P_{ij} = 1$ and that $\alpha$ cancels out, leaving us with} &= \frac{1}{\alpha} \left ( \sum_{ij} \alpha p_{ij} \log \frac{\alpha p_{ij}}{q_{ij}} \right ) - \log \alpha \end{align} The first term is computed by the gradient method (since it only knows about the scaled $P$), the second term can easily be computed post-optimization, allowing us to get the correct KL divergence. \subsection{Variable Degrees of Freedom} Kobak \textit{et al.}~\cite{kobak2019heavy} suggest that using variable degrees of freedom can be used to improve embeddings. Standard t-SNE uses the t-distribution with a single degree of freedom. This is defined as \begin{equation} q_{ij} \propto \left ( 1 + || \mathbf{y}_i - \mathbf{y}_j ||^2 / \alpha \right )^{-\alpha} = \frac{1}{\left( 1 + || \mathbf{y}_i - \mathbf{y}_j ||^2 / \alpha \right)^\alpha }. \end{equation} In standard t-SNE $\alpha=1$ so this simplifies to the standard formulation \begin{equation} q_{ij} \propto \left ( 1 + || \mathbf{y}_i - \mathbf{y}_j ||^2 \right )^{-1} = \frac{1}{1 + || \mathbf{y}_i - \mathbf{y}_j ||^2 } \end{equation} where we have omitted the normalization constant. The gradient of the t-SNE loss function then becomes \begin{align} \frac{\partial C}{\partial \mathbf{y}_i} &= 4 \sum_{j \neq i} \left ( p_{ij} - q_{ij} \right ) q_{ij}^{1/\alpha} \left ( \mathbf{y}_i - \mathbf{y}_j \right ) \end{align} where $q_{ij}$ is, again, the unnormalized kernel between points $i$ and $j$. Decomposing this into the attractive and repulsive forces gives us \begin{align} \mathbf{F}_{\text{attr}} &= 4 \sum_j p_{ij} q_{ij}^{1/\alpha} (\mathbf{y}_i - \mathbf{y}_j), \\ \mathbf{F}_{\text{rep}} &= - 4 \sum_j q_{ij}^{\frac{\alpha+1}{\alpha}} / Z (\mathbf{y}_i - \mathbf{y}_j). \end{align} See the original publication for more details. \subsubsection{Implementation} Adapting the implementation for computing the attractive forces and the Barnes-Hut repulsive forces is straightforward. Adapting the interpolation based computation of repulsive forces is a bit more involved. The direct implementation of the approach described in the paper leads to a solution requiring two different kernels. We describe the 1D case, but the extension to the 2D case is straightforward. \begin{align} \mathbf{F}_\text{rep} &= \sum_{j \neq i} q_{ij}^{\frac{\alpha+1}{\alpha}} Z \left ( \mathbf{y}_i - \mathbf{y}_j \right ) \\ &= \sum_{j \neq i} \left( \frac{\left ( 1 + || \mathbf{y}_i - \mathbf{y}_j ||^2 / \alpha \right )^{-\alpha}}{\sum_{k \neq l} \left ( 1 + || \mathbf{y}_k - \mathbf{y}_l ||^2 / \alpha \right )^{-\alpha}} \right) ^{\frac{\alpha+1}{\alpha}} \frac{\mathbf{y}_i - \mathbf{y}_j}{\sum_{k \neq l}\left ( 1 + || \mathbf{y}_k - \mathbf{y}_l ||^2 / \alpha \right )^{\alpha}} \\ &= \sum_{j \neq i} \frac{\mathbf{y}_i - \mathbf{y}_j}{\left ( 1 + || \mathbf{y}_i - \mathbf{y}_j ||^2 / \alpha \right )^{\alpha \left( \frac{\alpha+1}{\alpha} \right)}} \bigg/ \left( \sum_{k \neq l} \frac{\left( 1 + || \mathbf{y}_k - \mathbf{y}_l ||^2 / \alpha \right)^\alpha}{\left( 1 + || \mathbf{y}_k - \mathbf{y}_l ||^2 / \alpha \right)^{\alpha \left(\frac{\alpha+1}{\alpha} \right) }} \right) \\ &= \sum_{j \neq i} \frac{\mathbf{y}_i - \mathbf{y}_j}{\left ( 1 + || \mathbf{y}_i - \mathbf{y}_j ||^2 / \alpha \right )^{\alpha + 1}} \bigg/ \left( \sum_{k \neq l} \frac{1}{\left( 1 + || \mathbf{y}_k - \mathbf{y}_l ||^2 / \alpha \right)} \right) \end{align} Evaluating this sum using the interpolation scheme would require two separate kernels with three terms \begin{align} \phi_{1,j} &= \sum_{j \neq i} \frac{1}{\left( 1 + || \mathbf{y}_j - \mathbf{y}_i ||^2 / \alpha \right)^{\alpha+1}}, \\ \phi_{2,j} &= \sum_{j \neq i} \frac{\mathbf{y}_j}{\left( 1 + || \mathbf{y}_j - \mathbf{y}_i ||^2 / \alpha \right)^{\alpha+1}}, \\ \phi_{3,j} &= \sum_{j \neq i} \frac{1}{\left( 1 + || \mathbf{y}_j - \mathbf{y}_i ||^2 / \alpha \right)}. \end{align} Then, we can calculate the necessary quantities \begin{align} N_i &= \mathbf{y}_i \phi_{1,j} - \phi_{2,j} \\ Z &= \sum_j \phi_{3,j} \end{align} where $N_i$ is the unnormalized numerator of the repulsive forces. % \section{Transform} \subsection{Direct optimization} \subsection{General framework of cost functions} \cite{bunte2012general} \subsection{MDS interpolation} MDS Interpolation~\cite{bae2010dimension}. A similar approach might be able to be applied to t-SNE. In essence, they run MDS on a sample of points. Then for each new point, we compute the k-nearest neighbours and optimize the stress function w.r.t. only those points. In their paper, they derive equations that can be used for efficient optimization via majorization. \subsection{Kernel t-SNE} \cite{gisbrecht2012out} claim to outperform direct mapping t-SNE using a direct kernel mapping. This paper is not very useful. The graph is misleading and the table at the end is informative, but run only on small datasets. Their subsequent paper is much better and throughout. In \cite{gisbrecht2015parametric}, kernel t-SNE is described in more detail and parameters are chosen in a more principled manner. Describes how to integrate class labels into embedding using Fischer information. The issue of kernel t-SNE is that we have to compute the inverse of the interaction matrix K. We can use P as the interaction matrix, and P is sparse, but the inverse of that is very dense, and for any reasonably sized data set, this is unfeasable. \bibliography{references} \bibliographystyle{apalike} \end{document} openTSNE-1.0.2/notes/references.bib000066400000000000000000000057161465662743300171250ustar00rootroot00000000000000@inproceedings{hinton2003stochastic, title={Stochastic neighbor embedding}, author={Hinton, Geoffrey E and Roweis, Sam T}, booktitle={Advances in neural information processing systems}, pages={857--864}, year={2003} } @article{maaten2008visualizing, title={Visualizing data using t-SNE}, author={Maaten, Laurens van der and Hinton, Geoffrey}, journal={Journal of machine learning research}, volume={9}, number={Nov}, pages={2579--2605}, year={2008} } @inproceedings{maaten2009learning, title={Learning a parametric embedding by preserving local structure}, author={Maaten, Laurens}, booktitle={Artificial Intelligence and Statistics}, pages={384--391}, year={2009} } @inproceedings{yianilos1993data, title={Data structures and algorithms for nearest neighbor search in general metric spaces}, author={Yianilos, Peter N}, booktitle={SODA}, volume={93}, number={194}, pages={311--321}, year={1993} } @article{linderman2017efficient, title={Efficient Algorithms for t-distributed Stochastic Neighborhood Embedding}, author={Linderman, George C and Rachh, Manas and Hoskins, Jeremy G and Steinerberger, Stefan and Kluger, Yuval}, journal={arXiv preprint arXiv:1712.09005}, year={2017} } @article{van2014accelerating, title={Accelerating t-SNE using tree-based algorithms.}, author={Van Der Maaten, Laurens}, journal={Journal of machine learning research}, volume={15}, number={1}, pages={3221--3245}, year={2014} } @inproceedings{bae2010dimension, title={Dimension reduction and visualization of large high-dimensional data via interpolation}, author={Bae, Seung-Hee and Choi, Jong Youl and Qiu, Judy and Fox, Geoffrey C}, booktitle={Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing}, pages={203--214}, year={2010}, organization={ACM} } @article{bunte2012general, title={A general framework for dimensionality-reducing data visualization mapping}, author={Bunte, Kerstin and Biehl, Michael and Hammer, Barbara}, journal={Neural Computation}, volume={24}, number={3}, pages={771--804}, year={2012}, publisher={MIT Press} } @inproceedings{gisbrecht2012out, title={Out-of-sample kernel extensions for nonparametric dimensionality reduction.}, author={Gisbrecht, Andrej and Lueks, Wouter and Mokbel, Bassam and Hammer, Barbara}, booktitle={ESANN}, volume={2012}, pages={531--536}, year={2012} } @article{gisbrecht2015parametric, title={Parametric nonlinear dimensionality reduction using kernel t-SNE}, author={Gisbrecht, Andrej and Schulz, Alexander and Hammer, Barbara}, journal={Neurocomputing}, volume={147}, pages={71--82}, year={2015}, publisher={Elsevier} } @article{kobak2019heavy, title={Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations}, author={Kobak, Dmitry and Linderman, George and Steinerberger, Stefan and Kluger, Yuval and Berens, Philipp}, journal={arXiv preprint arXiv:1902.05804}, year={2019} }openTSNE-1.0.2/openTSNE/000077500000000000000000000000001465662743300146205ustar00rootroot00000000000000openTSNE-1.0.2/openTSNE/__init__.py000066400000000000000000000001641465662743300167320ustar00rootroot00000000000000from .tsne import TSNE, TSNEEmbedding, PartialTSNEEmbedding, OptimizationInterrupt from .version import __version__ openTSNE-1.0.2/openTSNE/_matrix_mul/000077500000000000000000000000001465662743300171405ustar00rootroot00000000000000openTSNE-1.0.2/openTSNE/_matrix_mul/__init__.py000066400000000000000000000000001465662743300212370ustar00rootroot00000000000000openTSNE-1.0.2/openTSNE/_matrix_mul/matrix_mul.pxd000066400000000000000000000006531465662743300220420ustar00rootroot00000000000000# cython: boundscheck=False # cython: wraparound=False # cython: cdivision=True # cython: initializedcheck=False # cython: warn.undeclared=True # cython: language_level=3 cdef void matrix_multiply_fft_1d( double[::1] kernel_tilde, double[:, ::1] w_coefficients, double[:, ::1] out, ) cdef void matrix_multiply_fft_2d( double[:, ::1] kernel_tilde, double[:, ::1] w_coefficients, double[:, ::1] out, ) openTSNE-1.0.2/openTSNE/_matrix_mul/matrix_mul_fftw3.pyx000066400000000000000000000173701465662743300232040ustar00rootroot00000000000000# cython: boundscheck=False # cython: wraparound=False # cython: cdivision=True # cython: initializedcheck=False # cython: warn.undeclared=True # cython: language_level=3 cimport numpy as cnp cnp.import_array() import numpy as np cimport openTSNE._matrix_mul.matrix_mul cdef extern from 'fftw3.h': int fftw_init_threads() void fftw_plan_with_nthreads(int) cdef unsigned FFTW_ESTIMATE cdef unsigned FFTW_DESTROY_INPUT ctypedef double fftw_complex[2] ctypedef struct _fftw_plan: pass ctypedef _fftw_plan *fftw_plan void fftw_execute(fftw_plan) void fftw_destroy_plan(fftw_plan) fftw_plan fftw_plan_dft_r2c_1d(int, double*, fftw_complex*, unsigned) fftw_plan fftw_plan_dft_c2r_1d(int, fftw_complex*, double*, unsigned) fftw_plan fftw_plan_dft_r2c_2d(int, int, double*, fftw_complex*, unsigned) fftw_plan fftw_plan_dft_c2r_2d(int, int, fftw_complex*, double*, unsigned) cdef void matrix_multiply_fft_1d( double[::1] kernel_tilde, double[:, ::1] w_coefficients, double[:, ::1] out, ): """Multiply the the kernel vectr K tilde with the w coefficients. Parameters ---------- kernel_tilde : memoryview The generating vector of the 2d Toeplitz matrix i.e. the kernel evaluated all all interpolation points from the left most interpolation point, embedded in a circulant matrix (doubled in size from (n_interp, n_interp) to (2 * n_interp, 2 * n_interp) and symmetrized. See how to embed Toeplitz into circulant matrices. w_coefficients : memoryview The coefficients calculated in Step 1 of the paper, a (n_total_interp, n_terms) matrix. The coefficients are embedded into a larger matrix in this function, so no prior embedding is needed. out : memoryview Output matrix. Must be same size as ``w_coefficients``. """ cdef: Py_ssize_t n_interpolation_points_1d = w_coefficients.shape[0] Py_ssize_t n_terms = w_coefficients.shape[1] Py_ssize_t n_fft_coeffs = kernel_tilde.shape[0] complex[::1] fft_kernel_tilde = np.empty(n_fft_coeffs, dtype=complex) complex[::1] fft_w_coeffs = np.empty(n_fft_coeffs, dtype=complex) # Note that we can't use the same buffer for the input and output since # we only write to the first half of the vector - we'd need to # manually zero out the rest of the entries that were inevitably # changed during the IDFT, so it's faster to use two buffers, at the # cost of some memory double[::1] fft_in_buffer = np.zeros(n_fft_coeffs, dtype=float) double[::1] fft_out_buffer = np.zeros(n_fft_coeffs, dtype=float) Py_ssize_t d, i # Compute the FFT of the kernel vector cdef fftw_plan plan_dft, plan_idft plan_dft = fftw_plan_dft_r2c_1d( n_fft_coeffs, &kernel_tilde[0], (&fft_kernel_tilde[0]), FFTW_ESTIMATE, ) fftw_execute(plan_dft) fftw_destroy_plan(plan_dft) plan_dft = fftw_plan_dft_r2c_1d( n_fft_coeffs, &fft_in_buffer[0], (&fft_w_coeffs[0]), FFTW_ESTIMATE | FFTW_DESTROY_INPUT, ) plan_idft = fftw_plan_dft_c2r_1d( n_fft_coeffs, (&fft_w_coeffs[0]), &fft_out_buffer[0], FFTW_ESTIMATE | FFTW_DESTROY_INPUT, ) for d in range(n_terms): for i in range(n_interpolation_points_1d): fft_in_buffer[i] = w_coefficients[i, d] fftw_execute(plan_dft) # Take the Hadamard product of two complex vectors for i in range(n_fft_coeffs): fft_w_coeffs[i] = fft_w_coeffs[i] * fft_kernel_tilde[i] fftw_execute(plan_idft) for i in range(n_interpolation_points_1d): # FFTW doesn't perform IDFT normalization, so we have to do it # ourselves. This is done by multiplying the result with the number # of points in the input out[i, d] = fft_out_buffer[n_interpolation_points_1d + i].real / n_fft_coeffs fftw_destroy_plan(plan_dft) fftw_destroy_plan(plan_idft) cdef void matrix_multiply_fft_2d( double[:, ::1] kernel_tilde, double[:, ::1] w_coefficients, double[:, ::1] out, ): """Multiply the the kernel matrix K tilde with the w coefficients. Parameters ---------- kernel_tilde : memoryview The generating matrix of the 3d Toeplitz tensor i.e. the kernel evaluated all all interpolation points from the top left most interpolation point, embedded in a circulant matrix (doubled in size from (n_interp, n_interp) to (2 * n_interp, 2 * n_interp) and symmetrized. See how to embed Toeplitz into circulant matrices. w_coefficients : memoryview The coefficients calculated in Step 1 of the paper, a (n_total_interp, n_terms) matrix. The coefficients are embedded into a larger matrix in this function, so no prior embedding is needed. out : memoryview Output matrix. Must be same size as ``w_coefficients``. """ cdef: Py_ssize_t total_interpolation_points = w_coefficients.shape[0] Py_ssize_t n_terms = w_coefficients.shape[1] Py_ssize_t n_fft_coeffs = kernel_tilde.shape[0] Py_ssize_t n_interpolation_points_1d = n_fft_coeffs / 2 fftw_plan plan_dft, plan_idft complex[::1] fft_w_coefficients = np.empty(n_fft_coeffs * (n_fft_coeffs / 2 + 1), dtype=complex) complex[::1] fft_kernel_tilde = np.empty(n_fft_coeffs * (n_fft_coeffs / 2 + 1), dtype=complex) # Note that we can't use the same buffer for the input and output since # we only write to the top quadrant of the in matrix - we'd need to # manually zero out the rest of the entries that were inevitably # changed during the IDFT, so it's faster to use two buffers, at the # cost of some memory double[:, ::1] fft_in_buffer = np.zeros((n_fft_coeffs, n_fft_coeffs)) double[:, ::1] fft_out_buffer = np.zeros((n_fft_coeffs, n_fft_coeffs)) Py_ssize_t d, i, j, idx plan_dft = fftw_plan_dft_r2c_2d( n_fft_coeffs, n_fft_coeffs, &kernel_tilde[0, 0], (&fft_kernel_tilde[0]), FFTW_ESTIMATE, ) fftw_execute(plan_dft) fftw_destroy_plan(plan_dft) plan_dft = fftw_plan_dft_r2c_2d( n_fft_coeffs, n_fft_coeffs, &fft_in_buffer[0, 0], (&fft_w_coefficients[0]), FFTW_ESTIMATE | FFTW_DESTROY_INPUT, ) plan_idft = fftw_plan_dft_c2r_2d( n_fft_coeffs, n_fft_coeffs, (&fft_w_coefficients[0]), &fft_out_buffer[0, 0], FFTW_ESTIMATE | FFTW_DESTROY_INPUT, ) for d in range(n_terms): for i in range(n_interpolation_points_1d): for j in range(n_interpolation_points_1d): fft_in_buffer[i, j] = w_coefficients[i * n_interpolation_points_1d + j, d] fftw_execute(plan_dft) # Take the Hadamard product of two complex vectors for i in range(n_fft_coeffs * (n_fft_coeffs / 2 + 1)): fft_w_coefficients[i] = fft_w_coefficients[i] * fft_kernel_tilde[i] # Invert the computed values at the interpolated nodes fftw_execute(plan_idft) # FFTW doesn't perform IDFT normalization, so we have to do it # ourselves. This is done by multiplying the result with the number of # points in the input for i in range(n_interpolation_points_1d): for j in range(n_interpolation_points_1d): idx = i * n_interpolation_points_1d + j out[idx, d] = fft_out_buffer[n_interpolation_points_1d + i, n_interpolation_points_1d + j] / n_fft_coeffs ** 2 fftw_destroy_plan(plan_dft) fftw_destroy_plan(plan_idft) openTSNE-1.0.2/openTSNE/_matrix_mul/matrix_mul_numpy.pyx000066400000000000000000000127031465662743300233160ustar00rootroot00000000000000# cython: boundscheck=False # cython: wraparound=False # cython: cdivision=True # cython: initializedcheck=False # cython: warn.undeclared=True # cython: language_level=3 cimport numpy as cnp cnp.import_array() import numpy as np cimport openTSNE._matrix_mul.matrix_mul cdef void matrix_multiply_fft_1d( double[::1] kernel_tilde, double[:, ::1] w_coefficients, double[:, ::1] out, ): """Multiply the the kernel vectr K tilde with the w coefficients. Parameters ---------- kernel_tilde : memoryview The generating vector of the 2d Toeplitz matrix i.e. the kernel evaluated all all interpolation points from the left most interpolation point, embedded in a circulant matrix (doubled in size from (n_interp, n_interp) to (2 * n_interp, 2 * n_interp) and symmetrized. See how to embed Toeplitz into circulant matrices. w_coefficients : memoryview The coefficients calculated in Step 1 of the paper, a (n_total_interp, n_terms) matrix. The coefficients are embedded into a larger matrix in this function, so no prior embedding is needed. out : memoryview Output matrix. Must be same size as ``w_coefficients``. """ cdef: Py_ssize_t n_interpolation_points_1d = w_coefficients.shape[0] Py_ssize_t n_terms = w_coefficients.shape[1] Py_ssize_t n_fft_coeffs = kernel_tilde.shape[0] complex[::1] fft_kernel_tilde = np.empty(n_fft_coeffs, dtype=complex) complex[::1] fft_w_coeffs = np.empty(n_fft_coeffs, dtype=complex) # Note that we can't use the same buffer for the input and output since # we only write to the first half of the vector - we'd need to # manually zero out the rest of the entries that were inevitably # changed during the IDFT, so it's faster to use two buffers, at the # cost of some memory complex[::1] fft_in_buffer = np.zeros(n_fft_coeffs, dtype=complex) complex[::1] fft_out_buffer = np.zeros(n_fft_coeffs, dtype=complex) Py_ssize_t d, i # Compute the FFT of the kernel vector fft_kernel_tilde = np.fft.fft(kernel_tilde) for d in range(n_terms): for i in range(n_interpolation_points_1d): fft_in_buffer[i] = w_coefficients[i, d] fft_w_coeffs = np.fft.fft(fft_in_buffer) # Take the Hadamard product of two complex vectors fft_w_coeffs = np.multiply(fft_w_coeffs, fft_kernel_tilde) fft_out_buffer = np.fft.ifft(fft_w_coeffs) for i in range(n_interpolation_points_1d): out[i, d] = fft_out_buffer[n_interpolation_points_1d + i].real cdef void matrix_multiply_fft_2d( double[:, ::1] kernel_tilde, double[:, ::1] w_coefficients, double[:, ::1] out, ): """Multiply the the kernel matrix K tilde with the w coefficients. Parameters ---------- kernel_tilde : memoryview The generating matrix of the 3d Toeplitz tensor i.e. the kernel evaluated all all interpolation points from the top left most interpolation point, embedded in a circulant matrix (doubled in size from (n_interp, n_interp) to (2 * n_interp, 2 * n_interp) and symmetrized. See how to embed Toeplitz into circulant matrices. w_coefficients : memoryview The coefficients calculated in Step 1 of the paper, a (n_total_interp, n_terms) matrix. The coefficients are embedded into a larger matrix in this function, so no prior embedding is needed. out : memoryview Output matrix. Must be same size as ``w_coefficients``. """ cdef: Py_ssize_t total_interpolation_points = w_coefficients.shape[0] Py_ssize_t n_terms = w_coefficients.shape[1] Py_ssize_t n_fft_coeffs = kernel_tilde.shape[0] Py_ssize_t n_interpolation_points_1d = n_fft_coeffs / 2 complex[:, :] fft_w_coefficients = np.empty((n_fft_coeffs, (n_fft_coeffs / 2 + 1)), dtype=complex) complex[:, :] fft_kernel_tilde = np.empty((n_fft_coeffs, (n_fft_coeffs / 2 + 1)), dtype=complex) # Note that we can't use the same buffer for the input and output since # we only write to the top quadrant of the in matrix - we'd need to # manually zero out the rest of the entries that were inevitably # changed during the IDFT, so it's faster to use two buffers, at the # cost of some memory double[:, ::1] fft_in_buffer = np.zeros((n_fft_coeffs, n_fft_coeffs), dtype=float) double[:, ::1] fft_out_buffer = np.zeros((n_fft_coeffs, n_fft_coeffs), dtype=float) Py_ssize_t d, i, j, idx fft_kernel_tilde = np.fft.rfft2(kernel_tilde) for d in range(n_terms): for i in range(n_interpolation_points_1d): for j in range(n_interpolation_points_1d): fft_in_buffer[i, j] = w_coefficients[i * n_interpolation_points_1d + j, d] fft_w_coefficients = np.fft.rfft2(fft_in_buffer) # Take the Hadamard product of two complex vectors fft_w_coefficients = np.multiply(fft_w_coefficients, fft_kernel_tilde) # Invert the computed values at the interpolated nodes fft_out_buffer = np.fft.irfft2(fft_w_coefficients) for i in range(n_interpolation_points_1d): for j in range(n_interpolation_points_1d): idx = i * n_interpolation_points_1d + j out[idx, d] = fft_out_buffer[n_interpolation_points_1d + i, n_interpolation_points_1d + j].real openTSNE-1.0.2/openTSNE/_tsne.pxd000066400000000000000000000050171465662743300164500ustar00rootroot00000000000000# cython: profile=True # cython: boundscheck=False # cython: wraparound=False # cython: cdivision=True # cython: initializedcheck=False # cython: warn.undeclared=True # cython: language_level=3 cimport numpy as cnp cnp.import_array() from .quad_tree cimport QuadTree ctypedef fused sparse_index_type: cnp.int32_t cnp.int64_t cpdef double[:, ::1] compute_gaussian_perplexity( double[:, :] distances, double[:] desired_perplexities, double perplexity_tol=*, Py_ssize_t max_iter=*, Py_ssize_t num_threads=*, ) cpdef tuple estimate_positive_gradient_nn( sparse_index_type[:] indices, sparse_index_type[:] indptr, double[:] P_data, double[:, ::1] embedding, double[:, ::1] reference_embedding, double[:, ::1] gradient, double dof=*, Py_ssize_t num_threads=*, bint should_eval_error=*, ) cpdef double estimate_negative_gradient_bh( QuadTree tree, double[:, ::1] embedding, double[:, ::1] gradient, double theta=*, double dof=*, Py_ssize_t num_threads=*, bint pairwise_normalization=*, ) cpdef double estimate_negative_gradient_fft_1d( double[::1] embedding, double[::1] gradient, Py_ssize_t n_interpolation_points=*, Py_ssize_t min_num_intervals=*, double ints_in_interval=*, double dof=*, ) cpdef tuple prepare_negative_gradient_fft_interpolation_grid_1d( double[::1] reference_embedding, Py_ssize_t n_interpolation_points=*, Py_ssize_t min_num_intervals=*, double ints_in_interval=*, double dof=*, double padding=*, ) cpdef double estimate_negative_gradient_fft_1d_with_grid( double[::1] embedding, double[::1] gradient, double[:, ::1] y_tilde_values, double[::1] box_lower_bounds, Py_ssize_t n_interpolation_points, double dof, ) cpdef double estimate_negative_gradient_fft_2d( double[:, ::1] embedding, double[:, ::1] gradient, Py_ssize_t n_interpolation_points=*, Py_ssize_t min_num_intervals=*, double ints_in_interval=*, double dof=*, ) cpdef tuple prepare_negative_gradient_fft_interpolation_grid_2d( double[:, ::1] reference_embedding, Py_ssize_t n_interpolation_points=*, Py_ssize_t min_num_intervals=*, double ints_in_interval=*, double dof=*, double padding=*, ) cpdef double estimate_negative_gradient_fft_2d_with_grid( double[:, ::1] embedding, double[:, ::1] gradient, double[:, ::1] y_tilde_values, double[::1] box_x_lower_bounds, double[::1] box_y_lower_bounds, Py_ssize_t n_interpolation_points, double dof, ) openTSNE-1.0.2/openTSNE/_tsne.pyx000066400000000000000000001370431465662743300165020ustar00rootroot00000000000000# cython: boundscheck=False # cython: wraparound=False # cython: cdivision=True # cython: initializedcheck=False # cython: warn.undeclared=True # cython: language_level=3 cimport numpy as cnp cnp.import_array() import numpy as np from cython.parallel import prange, parallel from cpython.mem cimport PyMem_Malloc, PyMem_Free from libc.stdlib cimport malloc, free from .quad_tree cimport QuadTree, Node, is_close from ._matrix_mul.matrix_mul cimport matrix_multiply_fft_1d, matrix_multiply_fft_2d cdef double EPSILON = np.finfo(np.float64).eps cdef extern from "math.h": double sqrt(double x) nogil double log(double x) nogil double exp(double x) nogil double fabs(double x) nogil double fmax(double x, double y) nogil double isinf(long double) nogil double INFINITY cpdef double[:, ::1] compute_gaussian_perplexity( double[:, :] distances, double[:] desired_perplexities, double perplexity_tol=1e-8, Py_ssize_t max_iter=200, Py_ssize_t num_threads=1, ): cdef: Py_ssize_t n_samples = distances.shape[0] Py_ssize_t n_scales = desired_perplexities.shape[0] Py_ssize_t k_neighbors = distances.shape[1] double[:, ::1] P = np.zeros_like(distances, dtype=float, order="C") double[:, :, ::1] multiscale_P = np.zeros((n_samples, n_scales, k_neighbors)) double[:, ::1] tau = np.ones((n_samples, n_scales)) Py_ssize_t i, j, h, iteration double[:] desired_entropies = np.log(desired_perplexities) double min_tau, max_tau, sum_Pi, sum_PiDj, entropy, entropy_diff, sqrt_tau if num_threads < 1: num_threads = 1 for i in prange(n_samples, nogil=True, schedule="guided", num_threads=num_threads): min_tau, max_tau = -INFINITY, INFINITY # For every scale find a precision tau that fits the perplexity for h in range(n_scales): for iteration in range(max_iter): sum_Pi, sum_PiDj = 0, 0 sqrt_tau = sqrt(tau[i, h]) for j in range(k_neighbors): multiscale_P[i, h, j] = sqrt_tau * exp(-distances[i, j] ** 2 * tau[i, h] * 0.5) sum_Pi = sum_Pi + multiscale_P[i, h, j] sum_Pi = sum_Pi + EPSILON for j in range(k_neighbors): sum_PiDj = sum_PiDj + multiscale_P[i, h, j] / sum_Pi * distances[i, j] ** 2 entropy = tau[i, h] * 0.5 * sum_PiDj + log(sum_Pi) - log(tau[i, h]) * 0.5 entropy_diff = entropy - desired_entropies[h] if fabs(entropy_diff) <= perplexity_tol: break if entropy_diff > 0: min_tau = tau[i, h] if isinf(max_tau): tau[i, h] *= 2 else: tau[i, h] = (tau[i, h] + max_tau) * 0.5 else: max_tau = tau[i, h] if isinf(min_tau): tau[i, h] /= 2 else: tau[i, h] = (tau[i, h] + min_tau) * 0.5 # Get the probability of the mixture of Gaussians with different precisions sum_Pi = 0 for j in range(k_neighbors): for h in range(n_scales): P[i, j] = P[i, j] + multiscale_P[i, h, j] sum_Pi = sum_Pi + multiscale_P[i, h, j] # Perform row-normalization for j in range(k_neighbors): P[i, j] /= sum_Pi return P cpdef tuple estimate_positive_gradient_nn( sparse_index_type[:] indices, sparse_index_type[:] indptr, double[:] P_data, double[:, ::1] embedding, double[:, ::1] reference_embedding, double[:, ::1] gradient, double dof=1, Py_ssize_t num_threads=1, bint should_eval_error=False, ): cdef: Py_ssize_t n_samples = gradient.shape[0] Py_ssize_t n_dims = gradient.shape[1] double * diff double d_ij, p_ij, q_ij, kl_divergence = 0, sum_P = 0 Py_ssize_t i, j, k, d if num_threads < 1: num_threads = 1 # Degrees of freedom cannot be negative if dof <= 0: dof = 1e-8 with nogil, parallel(num_threads=num_threads): # Use `malloc` here instead of `PyMem_Malloc` because we're in a # `nogil` clause and we won't be allocating much memory diff = malloc(n_dims * sizeof(double)) if not diff: with gil: raise MemoryError() for i in prange(n_samples, schedule="guided"): # Iterate over all the neighbors `j` and sum up their contribution for k in range(indptr[i], indptr[i + 1]): j = indices[k] p_ij = P_data[k] # Compute the direction of the points attraction and the # squared euclidean distance between the points d_ij = 0 for d in range(n_dims): diff[d] = embedding[i, d] - reference_embedding[j, d] d_ij = d_ij + diff[d] * diff[d] if dof != 1: # No need exp by dof here because the terms cancel out q_ij = 1 / (1 + d_ij / dof) else: q_ij = 1 / (1 + d_ij) # Compute F_{attr} of point `j` on point `i` for d in range(n_dims): gradient[i, d] = gradient[i, d] + q_ij * p_ij * diff[d] # Evaluating the following expressions can slow things down # considerably if evaluated every iteration. Note that the q_ij # is unnormalized, so we need to normalize once the sum of q_ij # is known if should_eval_error: sum_P += p_ij if dof != 1: # Now we need to do the exp by dof kl_divergence += p_ij * log((p_ij / (q_ij ** dof + EPSILON)) + EPSILON) else: kl_divergence += p_ij * log((p_ij / (q_ij + EPSILON)) + EPSILON) free(diff) return sum_P, kl_divergence cpdef double estimate_negative_gradient_bh( QuadTree tree, double[:, ::1] embedding, double[:, ::1] gradient, double theta=0.5, double dof=1, Py_ssize_t num_threads=1, bint pairwise_normalization=True, ): """Estimate the negative t-SNE gradient using the Barnes-Hut approximation. Notes ----- Changes the gradient inplace to avoid needless memory allocation. As such, this must be run before estimating the positive gradients, since the negative gradient must be normalized at the end with the sum of q_{ij}s. """ cdef: Py_ssize_t i, j, num_points = embedding.shape[0] double sum_Q = 0 double[::1] sum_Qi = np.zeros(num_points, dtype=float) if num_threads < 1: num_threads = 1 # In order to run gradient estimation in parallel, we need to pass each # worker its own memory slot to write sum_Qs for i in prange(num_points, nogil=True, num_threads=num_threads, schedule="guided"): _estimate_negative_gradient_single( &tree.root, &embedding[i, 0], &gradient[i, 0], &sum_Qi[i], theta, dof ) for i in range(num_points): sum_Q += sum_Qi[i] # Normalize q_{ij}s for i in range(gradient.shape[0]): for j in range(gradient.shape[1]): if pairwise_normalization: gradient[i, j] /= sum_Q + EPSILON else: gradient[i, j] /= sum_Qi[i] + EPSILON return sum_Q cdef void _estimate_negative_gradient_single( Node * node, double * point, double * gradient, double * sum_Q, double theta, double dof, ) nogil: # Make sure that we spend no time on empty nodes or simple self-interactions if node.num_points == 0 or node.is_leaf and is_close(node, point, EPSILON): return cdef: double distance = EPSILON double q_ij, tmp Py_ssize_t d # Compute the squared euclidean distance in the embedding space from the # new point to the center of mass for d in range(node.n_dims): tmp = node.center_of_mass[d] - point[d] distance += (tmp * tmp) # Degrees of freedom cannot be negative if dof <= 0: dof = 1e-8 # Check whether we can use this node as a summary if node.is_leaf or node.length / sqrt(distance) < theta: if dof != 1: q_ij = 1 / (1 + distance / dof) ** dof else: q_ij = 1 / (1 + distance) sum_Q[0] += node.num_points * q_ij # These two expressions are the same, but multiplication with itself is # faster (dof=1: (1 + 1) / 1 = 2 if dof != 1: q_ij = q_ij ** ((dof + 1) / dof) else: q_ij = q_ij * q_ij for d in range(node.n_dims): gradient[d] -= node.num_points * q_ij * (point[d] - node.center_of_mass[d]) return # Otherwise we have to look for summaries in the children for d in range(1 << node.n_dims): _estimate_negative_gradient_single(&node.children[d], point, gradient, sum_Q, theta, dof) cdef inline double cauchy_1d(double x, double y, double dof) nogil: if dof != 1: return (1 + ((x - y) ** 2) / dof) ** -dof else: return (1 + (x - y) ** 2) ** -1 cdef inline double cauchy_1d_exp1p(double x, double y, double dof) nogil: if dof != 1: return (1 + ((x - y) ** 2) / dof) ** -(dof + 1) else: return (1 + (x - y) ** 2) ** -2 cdef inline double cauchy_2d(double x1, double x2, double y1, double y2, double dof) nogil: if dof != 1: return (1 + ((x1 - y1) ** 2 + (x2 - y2) ** 2) / dof) ** -dof else: return (1 + (x1 - y1) ** 2 + (x2 - y2) ** 2) ** -1 cdef inline double cauchy_2d_exp1p(double x1, double x2, double y1, double y2, double dof) nogil: if dof != 1: return (1 + ((x1 - y1) ** 2 + (x2 - y2) ** 2) / dof) ** -(dof + 1) else: return (1 + (x1 - y1) ** 2 + (x2 - y2) ** 2) ** -2 cdef double[:, ::1] interpolate(double[::1] y_in_box, double[::1] y_tilde): """Lagrangian polynomial interpolation.""" cdef Py_ssize_t N = y_in_box.shape[0] cdef Py_ssize_t n_interpolation_points = y_tilde.shape[0] cdef double[:, ::1] interpolated_values = np.empty((N, n_interpolation_points), dtype=float) cdef double[::1] denominator = np.empty(n_interpolation_points, dtype=float) cdef Py_ssize_t i, j, k for i in range(n_interpolation_points): denominator[i] = 1 for j in range(n_interpolation_points): if i != j: denominator[i] *= y_tilde[i] - y_tilde[j] for i in range(N): for j in range(n_interpolation_points): interpolated_values[i, j] = 1 for k in range(n_interpolation_points): if j != k: interpolated_values[i, j] *= y_in_box[i] - y_tilde[k] interpolated_values[i, j] /= denominator[j] return interpolated_values cdef double[::1] compute_kernel_tilde_1d( double (*kernel)(double, double, double), Py_ssize_t n_interpolation_points_1d, double coord_min, double coord_spacing, double dof, ): cdef: double[::1] y_tilde = np.empty(n_interpolation_points_1d, dtype=float) Py_ssize_t embedded_size = 2 * n_interpolation_points_1d double[::1] kernel_tilde = np.zeros(embedded_size, dtype=float) Py_ssize_t i y_tilde[0] = coord_spacing / 2 + coord_min for i in range(1, n_interpolation_points_1d): y_tilde[i] = y_tilde[i - 1] + coord_spacing # Evaluate the kernel at the interpolation nodes and form the embedded # generating kernel vector for a circulant matrix cdef double tmp for i in range(n_interpolation_points_1d): tmp = kernel(y_tilde[0], y_tilde[i], dof) kernel_tilde[n_interpolation_points_1d + i] = tmp kernel_tilde[n_interpolation_points_1d - i] = tmp return kernel_tilde cpdef double estimate_negative_gradient_fft_1d( double[::1] embedding, double[::1] gradient, Py_ssize_t n_interpolation_points=3, Py_ssize_t min_num_intervals=10, double ints_in_interval=1, double dof=1, ): cdef Py_ssize_t i, j, d, box_idx, n_samples = embedding.shape[0] cdef double y_max = -INFINITY, y_min = INFINITY # Determine the min/max values of the embedding for i in range(n_samples): if embedding[i] < y_min: y_min = embedding[i] elif embedding[i] > y_max: y_max = embedding[i] cdef int n_boxes = fmax(min_num_intervals, (y_max - y_min) / ints_in_interval) # FFTW works faster on numbers that can be written as 2^a 3^b 5^c 7^d # 11^e 13^f, where e+f is either 0 or 1, and the other exponents are arbitrary cdef list recommended_boxes = [ 20, 21, 22, 24, 25, 26, 27, 28, 30, 32, 33, 35, 36, 39, 40, 42, 44, 45, 48, 49, 50, 52, 54, 55, 56, 60, 63, 64, 65, 66, 70, 72, 75, 77, 78, 80, 81, 84, 88, 90, 91, 96, 98, 99, 100, 104, 105, 108, 110, 112, 117, 120, 125, 126, 128, 130, 132, 135, 140, 144, 147, 150, 154, 156, 160, 162, 165, 168, 175, 176, 180, 182, 189, 192, 195, 196, 198, 200, 208, 210, 216, 220, 224, 225, 231, 234, 240, 243, 245, 250, 252, 256, 260, 264, 270, 273, 275, 280, 288, 294, 297, 300, 308, 312, 315, 320, 324, 325, 330, 336, 343, 350, 351, 352, 360, 364, 375, 378, 384, 385, 390, 392, 396, 400, 405, 416, 420, 432, 440, 441, 448, 450, 455, 462, 468, 480, 486, 490, 495, 500, 504, 512, 520, 525, 528, 539, 540, 546, 550, 560, 567, 576, 585, 588, 594, 600, 616, 624, 625, 630, 637, 640, 648, 650, 660, 672, 675, 686, 693, 700, 702, 704, 720, 728, 729, 735, 750, 756, 768, 770, 780, 784, 792, 800, 810, 819, 825, 832, 840, 864, 875, 880, 882, 891, 896, 900, 910, 924, 936, 945, 960, 972, 975, 980, 990, 1000 ] if n_boxes < recommended_boxes[205]: i = 0 while n_boxes > recommended_boxes[i]: i += 1 n_boxes = recommended_boxes[i] else: n_boxes = 1000 cdef double box_width = (y_max - y_min) / n_boxes # Compute the box bounds cdef double[::1] box_lower_bounds = np.empty(n_boxes, dtype=float) cdef double[::1] box_upper_bounds = np.empty(n_boxes, dtype=float) for box_idx in range(n_boxes): box_lower_bounds[box_idx] = box_idx * box_width + y_min box_upper_bounds[box_idx] = (box_idx + 1) * box_width + y_min # Determine which box each point belongs to cdef int *point_box_idx = PyMem_Malloc(n_samples * sizeof(int)) for i in range(n_samples): box_idx = ((embedding[i] - y_min) / box_width) # The right most point maps directly into `n_boxes`, while it should # belong to the last box if box_idx >= n_boxes: box_idx = n_boxes - 1 point_box_idx[i] = box_idx cdef int n_interpolation_points_1d = n_interpolation_points * n_boxes # Prepare the interpolants for a single interval, so we can use their # relative positions later on cdef double[::1] y_tilde = np.empty(n_interpolation_points, dtype=float) cdef double h = 1. / n_interpolation_points y_tilde[0] = h / 2 for i in range(1, n_interpolation_points): y_tilde[i] = y_tilde[i - 1] + h # Evaluate the the squared cauchy kernel at the interpolation nodes cdef double[::1] sq_kernel_tilde = compute_kernel_tilde_1d( &cauchy_1d_exp1p, n_interpolation_points_1d, y_min, h * box_width, dof ) # The non-square cauchy kernel is only used if dof != 1, so don't do unnecessary work cdef double[::1] kernel_tilde if dof != 1: kernel_tilde = compute_kernel_tilde_1d( &cauchy_1d, n_interpolation_points_1d, y_min, h * box_width, dof ) # STEP 1: Compute the w coefficients # Set up q_j values cdef int n_terms = 3 cdef double[:, ::1] q_j = np.empty((n_samples, n_terms), dtype=float) if dof != 1: for i in range(n_samples): q_j[i, 0] = 1 q_j[i, 1] = embedding[i] q_j[i, 2] = 1 else: for i in range(n_samples): q_j[i, 0] = 1 q_j[i, 1] = embedding[i] q_j[i, 2] = embedding[i] ** 2 # Compute the relative position of each reference point in its box cdef double[::1] y_in_box = np.empty(n_samples, dtype=float) for i in range(n_samples): box_idx = point_box_idx[i] y_in_box[i] = (embedding[i] - box_lower_bounds[box_idx]) / box_width # Interpolate kernel using Lagrange polynomials cdef double[:, ::1] interpolated_values = interpolate(y_in_box, y_tilde) # Actually compute w_{ij}s cdef double[:, ::1] w_coefficients = np.zeros((n_interpolation_points_1d, n_terms), dtype=float) for i in range(n_samples): box_idx = point_box_idx[i] * n_interpolation_points for j in range(n_interpolation_points): for d in range(n_terms): w_coefficients[box_idx + j, d] += interpolated_values[i, j] * q_j[i, d] # STEP 2: Compute the kernel values evaluated at the interpolation nodes cdef double[:, ::1] y_tilde_values = np.empty((n_interpolation_points_1d, n_terms)) if dof != 1: matrix_multiply_fft_1d(sq_kernel_tilde, w_coefficients[:, :2], y_tilde_values[:, :2]) matrix_multiply_fft_1d(kernel_tilde, w_coefficients[:, 2:], y_tilde_values[:, 2:]) else: matrix_multiply_fft_1d(sq_kernel_tilde, w_coefficients, y_tilde_values) # STEP 3: Compute the potentials \tilde{\phi(y_i)} cdef double[:, ::1] phi = np.zeros((n_samples, n_terms), dtype=float) for i in range(n_samples): box_idx = point_box_idx[i] * n_interpolation_points for j in range(n_interpolation_points): for d in range(n_terms): phi[i, d] += interpolated_values[i, j] * y_tilde_values[box_idx + j, d] PyMem_Free(point_box_idx) # Compute the normalization term Z or sum of q_{ij}s cdef double sum_Q = 0 if dof != 1: for i in range(n_samples): sum_Q += phi[i, 2] else: for i in range(n_samples): sum_Q += (1 + embedding[i] ** 2) * phi[i, 0] - \ 2 * embedding[i] * phi[i, 1] + \ phi[i, 2] sum_Q -= n_samples # The phis used here are not affected if dof != 1 for i in range(n_samples): gradient[i] -= (embedding[i] * phi[i, 0] - phi[i, 1]) / (sum_Q + EPSILON) return sum_Q cpdef tuple prepare_negative_gradient_fft_interpolation_grid_1d( double[::1] reference_embedding, Py_ssize_t n_interpolation_points=3, Py_ssize_t min_num_intervals=10, double ints_in_interval=1, double dof=1, double padding=0, ): cdef: Py_ssize_t i, j, d, box_idx Py_ssize_t n_reference_samples = reference_embedding.shape[0] double y_max = -INFINITY, y_min = INFINITY # Determine the min/max values of the embedding # First, check the existing embedding for i in range(n_reference_samples): if reference_embedding[i] < y_min: y_min = reference_embedding[i] elif reference_embedding[i] > y_max: y_max = reference_embedding[i] # We assume here that the embedding is centered and we want to generate an # equal grid in both negative and positive lines if fabs(y_min) > fabs(y_max): coord_max = -y_min elif fabs(y_max) > fabs(y_min): coord_min = -y_max # Apply padding to the min/max coordinates y_min *= 1 + padding y_max *= 1 + padding cdef int n_boxes = fmax(min_num_intervals, (y_max - y_min) / ints_in_interval) cdef double box_width = (y_max - y_min) / n_boxes # Compute the box bounds cdef double[::1] box_lower_bounds = np.empty(n_boxes, dtype=float) cdef double[::1] box_upper_bounds = np.empty(n_boxes, dtype=float) for box_idx in range(n_boxes): box_lower_bounds[box_idx] = box_idx * box_width + y_min box_upper_bounds[box_idx] = (box_idx + 1) * box_width + y_min # Determine which box each reference point belongs to cdef int *reference_point_box_idx = PyMem_Malloc(n_reference_samples * sizeof(int)) for i in range(n_reference_samples): box_idx = ((reference_embedding[i] - y_min) / box_width) # The right most point maps directly into `n_boxes`, while it should # belong to the last box if box_idx >= n_boxes: box_idx = n_boxes - 1 reference_point_box_idx[i] = box_idx cdef int n_interpolation_points_1d = n_interpolation_points * n_boxes # Prepare the interpolants for a single interval, so we can use their # relative positions later on cdef double[::1] y_tilde = np.empty(n_interpolation_points, dtype=float) cdef double h = 1. / n_interpolation_points y_tilde[0] = h / 2 for i in range(1, n_interpolation_points): y_tilde[i] = y_tilde[i - 1] + h # Evaluate the the squared cauchy kernel at the interpolation nodes cdef double[::1] sq_kernel_tilde = compute_kernel_tilde_1d( &cauchy_1d_exp1p, n_interpolation_points_1d, y_min, h * box_width, dof ) # The non-square cauchy kernel is only used if dof != 1, so don't do unnecessary work cdef double[::1] kernel_tilde if dof != 1: kernel_tilde = compute_kernel_tilde_1d( &cauchy_1d, n_interpolation_points_1d, y_min, h * box_width, dof ) # STEP 1: Compute the w coefficients # Set up q_j values cdef int n_terms = 3 cdef double[:, ::1] q_j = np.empty((n_reference_samples, n_terms), dtype=float) if dof != 1: for i in range(n_reference_samples): q_j[i, 0] = 1 q_j[i, 1] = reference_embedding[i] q_j[i, 2] = 1 else: for i in range(n_reference_samples): q_j[i, 0] = 1 q_j[i, 1] = reference_embedding[i] q_j[i, 2] = reference_embedding[i] ** 2 # Compute the relative position of each reference point in its box cdef double[::1] reference_y_in_box = np.empty(n_reference_samples, dtype=float) for i in range(n_reference_samples): box_idx = reference_point_box_idx[i] reference_y_in_box[i] = (reference_embedding[i] - box_lower_bounds[box_idx]) / box_width # Interpolate kernel using Lagrange polynomials cdef double[:, ::1] reference_interpolated_values = interpolate(reference_y_in_box, y_tilde) # Actually compute w_{ij}s cdef double[:, ::1] w_coefficients = np.zeros((n_interpolation_points_1d, n_terms), dtype=float) for i in range(n_reference_samples): box_idx = reference_point_box_idx[i] * n_interpolation_points for j in range(n_interpolation_points): for d in range(n_terms): w_coefficients[box_idx + j, d] += reference_interpolated_values[i, j] * q_j[i, d] # STEP 2: Compute the kernel values evaluated at the interpolation nodes cdef double[:, ::1] y_tilde_values = np.empty((n_interpolation_points_1d, n_terms)) if dof != 1: matrix_multiply_fft_1d(sq_kernel_tilde, w_coefficients[:, :2], y_tilde_values[:, :2]) matrix_multiply_fft_1d(kernel_tilde, w_coefficients[:, 2:], y_tilde_values[:, 2:]) else: matrix_multiply_fft_1d(sq_kernel_tilde, w_coefficients, y_tilde_values) PyMem_Free(reference_point_box_idx) return np.asarray(y_tilde_values), np.asarray(box_lower_bounds) cpdef double estimate_negative_gradient_fft_1d_with_grid( double[::1] embedding, double[::1] gradient, double[:, ::1] y_tilde_values, double[::1] box_lower_bounds, Py_ssize_t n_interpolation_points, double dof, ): cdef: Py_ssize_t i, j, d, box_idx Py_ssize_t n_samples = embedding.shape[0] Py_ssize_t n_terms = y_tilde_values.shape[1] Py_ssize_t n_boxes = box_lower_bounds.shape[0] double y_min = box_lower_bounds[0] double box_width = box_lower_bounds[1] - box_lower_bounds[0] # Determine which box each point belongs to cdef int *point_box_idx = PyMem_Malloc(n_samples * sizeof(int)) for i in range(n_samples): box_idx = ((embedding[i] - y_min) / box_width) # The right most point maps directly into `n_boxes`, while it should # belong to the last box if box_idx >= n_boxes: box_idx = n_boxes - 1 point_box_idx[i] = box_idx # Prepare the interpolants for a single interval, so we can use their # relative positions later on cdef double[::1] y_tilde = np.empty(n_interpolation_points, dtype=float) cdef double h = 1. / n_interpolation_points y_tilde[0] = h / 2 for i in range(1, n_interpolation_points): y_tilde[i] = y_tilde[i - 1] + h # STEP 3: Compute the potentials \tilde{\phi(y_i)} # Compute the relative position of each new embedding point in its box cdef double[::1] y_in_box = np.empty(n_samples, dtype=float) for i in range(n_samples): box_idx = point_box_idx[i] y_in_box[i] = (embedding[i] - box_lower_bounds[box_idx]) / box_width # Interpolate kernel using Lagrange polynomials cdef double[:, ::1] interpolated_values = interpolate(y_in_box, y_tilde) # Actually compute \tilde{\phi(y_i)} cdef double[:, ::1] phi = np.zeros((n_samples, n_terms), dtype=float) for i in range(n_samples): box_idx = point_box_idx[i] * n_interpolation_points for j in range(n_interpolation_points): for d in range(n_terms): phi[i, d] += interpolated_values[i, j] * y_tilde_values[box_idx + j, d] PyMem_Free(point_box_idx) # Compute the normalization term Z or sum of q_{ij}s cdef double[::1] sum_Qi = np.empty(n_samples, dtype=float) if dof != 1: for i in range(n_samples): sum_Qi[i] = phi[i, 2] else: for i in range(n_samples): sum_Qi[i] = (1 + embedding[i] ** 2) * phi[i, 0] - \ 2 * embedding[i] * phi[i, 1] + \ phi[i, 2] cdef double sum_Q = 0 for i in range(n_samples): sum_Q += sum_Qi[i] # The phis used here are not affected if dof != 1 for i in range(n_samples): gradient[i] -= (embedding[i] * phi[i, 0] - phi[i, 1]) / (sum_Qi[i] + EPSILON) return sum_Q cdef double[:, ::1] compute_kernel_tilde_2d( double (*kernel)(double, double, double, double, double), Py_ssize_t n_interpolation_points_1d, double coord_min, double coord_spacing, double dof, ): cdef: double[::1] y_tilde = np.empty(n_interpolation_points_1d, dtype=float) double[::1] x_tilde = np.empty(n_interpolation_points_1d, dtype=float) Py_ssize_t embedded_size = 2 * n_interpolation_points_1d double[:, ::1] kernel_tilde = np.zeros((embedded_size, embedded_size), dtype=float) Py_ssize_t i, j x_tilde[0] = coord_min + coord_spacing / 2 y_tilde[0] = coord_min + coord_spacing / 2 for i in range(1, n_interpolation_points_1d): x_tilde[i] = x_tilde[i - 1] + coord_spacing y_tilde[i] = y_tilde[i - 1] + coord_spacing # Evaluate the kernel at the interpolation nodes and form the embedded # generating kernel vector for a circulant matrix cdef double tmp for i in range(n_interpolation_points_1d): for j in range(n_interpolation_points_1d): tmp = kernel(y_tilde[0], x_tilde[0], y_tilde[i], x_tilde[j], dof) kernel_tilde[n_interpolation_points_1d + i, n_interpolation_points_1d + j] = tmp kernel_tilde[n_interpolation_points_1d - i, n_interpolation_points_1d + j] = tmp kernel_tilde[n_interpolation_points_1d + i, n_interpolation_points_1d - j] = tmp kernel_tilde[n_interpolation_points_1d - i, n_interpolation_points_1d - j] = tmp return kernel_tilde cpdef double estimate_negative_gradient_fft_2d( double[:, ::1] embedding, double[:, ::1] gradient, Py_ssize_t n_interpolation_points=3, Py_ssize_t min_num_intervals=10, double ints_in_interval=1, double dof=1, ): cdef: Py_ssize_t i, j, d, box_idx Py_ssize_t n_samples = embedding.shape[0] Py_ssize_t n_dims = embedding.shape[1] double coord_max = -INFINITY, coord_min = INFINITY # Determine the min/max values of the embedding for i in range(n_samples): if embedding[i, 0] < coord_min: coord_min = embedding[i, 0] elif embedding[i, 0] > coord_max: coord_max = embedding[i, 0] if embedding[i, 1] < coord_min: coord_min = embedding[i, 1] elif embedding[i, 1] > coord_max: coord_max = embedding[i, 1] cdef int n_boxes_1d = fmax(min_num_intervals, (coord_max - coord_min) / ints_in_interval) # FFTW works faster on numbers that can be written as 2^a 3^b 5^c 7^d # 11^e 13^f, where e+f is either 0 or 1, and the other exponents are arbitrary cdef list recommended_boxes = [ 20, 21, 22, 24, 25, 26, 27, 28, 30, 32, 33, 35, 36, 39, 40, 42, 44, 45, 48, 49, 50, 52, 54, 55, 56, 60, 63, 64, 65, 66, 70, 72, 75, 77, 78, 80, 81, 84, 88, 90, 91, 96, 98, 99, 100, 104, 105, 108, 110, 112, 117, 120, 125, 126, 128, 130, 132, 135, 140, 144, 147, 150, 154, 156, 160, 162, 165, 168, 175, 176, 180, 182, 189, 192, 195, 196, 198, 200, 208, 210, 216, 220, 224, 225, 231, 234, 240, 243, 245, 250, 252, 256, 260, 264, 270, 273, 275, 280, 288, 294, 297, 300, 308, 312, 315, 320, 324, 325, 330, 336, 343, 350, 351, 352, 360, 364, 375, 378, 384, 385, 390, 392, 396, 400, 405, 416, 420, 432, 440, 441, 448, 450, 455, 462, 468, 480, 486, 490, 495, 500, 504, 512, 520, 525, 528, 539, 540, 546, 550, 560, 567, 576, 585, 588, 594, 600, 616, 624, 625, 630, 637, 640, 648, 650, 660, 672, 675, 686, 693, 700, 702, 704, 720, 728, 729, 735, 750, 756, 768, 770, 780, 784, 792, 800, 810, 819, 825, 832, 840, 864, 875, 880, 882, 891, 896, 900, 910, 924, 936, 945, 960, 972, 975, 980, 990, 1000 ] if n_boxes_1d < recommended_boxes[205]: i = 0 while n_boxes_1d > recommended_boxes[i]: i += 1 n_boxes_1d = recommended_boxes[i] else: n_boxes_1d = 1000 cdef int n_total_boxes = n_boxes_1d ** 2 cdef double box_width = (coord_max - coord_min) / n_boxes_1d # Compute the box bounds cdef: double[::1] box_x_lower_bounds = np.empty(n_total_boxes, dtype=float) double[::1] box_x_upper_bounds = np.empty(n_total_boxes, dtype=float) double[::1] box_y_lower_bounds = np.empty(n_total_boxes, dtype=float) double[::1] box_y_upper_bounds = np.empty(n_total_boxes, dtype=float) for i in range(n_boxes_1d): for j in range(n_boxes_1d): box_x_lower_bounds[i * n_boxes_1d + j] = j * box_width + coord_min box_x_upper_bounds[i * n_boxes_1d + j] = (j + 1) * box_width + coord_min box_y_lower_bounds[i * n_boxes_1d + j] = i * box_width + coord_min box_y_upper_bounds[i * n_boxes_1d + j] = (i + 1) * box_width + coord_min # Determine which box each reference point belongs to cdef int *point_box_idx = PyMem_Malloc(n_samples * sizeof(int)) cdef int box_x_idx, box_y_idx for i in range(n_samples): box_x_idx = ((embedding[i, 0] - coord_min) / box_width) box_y_idx = ((embedding[i, 1] - coord_min) / box_width) # The right most point maps directly into `n_boxes`, while it should # belong to the last box if box_x_idx >= n_boxes_1d: box_x_idx = n_boxes_1d - 1 if box_y_idx >= n_boxes_1d: box_y_idx = n_boxes_1d - 1 point_box_idx[i] = box_y_idx * n_boxes_1d + box_x_idx # Prepare the interpolants for a single interval, so we can use their # relative positions later on cdef double[::1] y_tilde = np.empty(n_interpolation_points, dtype=float) cdef double h = 1. / n_interpolation_points y_tilde[0] = h / 2 for i in range(1, n_interpolation_points): y_tilde[i] = y_tilde[i - 1] + h # Evaluate the the squared cauchy kernel at the interpolation nodes cdef double[:, ::1] sq_kernel_tilde = compute_kernel_tilde_2d( &cauchy_2d_exp1p, n_interpolation_points * n_boxes_1d, coord_min, h * box_width, dof, ) # The non-square cauchy kernel is only used if dof != 1, so don't do unnecessary work cdef double[:, ::1] kernel_tilde if dof != 1: kernel_tilde = compute_kernel_tilde_2d( &cauchy_2d, n_interpolation_points * n_boxes_1d, coord_min, h * box_width, dof, ) # STEP 1: Compute the w coefficients # Set up q_j values cdef int n_terms = 4 cdef double[:, ::1] q_j = np.empty((n_samples, n_terms), dtype=float) if dof != 1: for i in range(n_samples): q_j[i, 0] = 1 q_j[i, 1] = embedding[i, 0] q_j[i, 2] = embedding[i, 1] q_j[i, 3] = 1 else: for i in range(n_samples): q_j[i, 0] = 1 q_j[i, 1] = embedding[i, 0] q_j[i, 2] = embedding[i, 1] q_j[i, 3] = embedding[i, 0] ** 2 + embedding[i, 1] ** 2 # Compute the relative position of each reference point in its box cdef: double[::1] x_in_box = np.empty(n_samples, dtype=float) double[::1] y_in_box = np.empty(n_samples, dtype=float) double y_min, x_min for i in range(n_samples): box_idx = point_box_idx[i] x_min = box_x_lower_bounds[box_idx] y_min = box_y_lower_bounds[box_idx] x_in_box[i] = (embedding[i, 0] - x_min) / box_width y_in_box[i] = (embedding[i, 1] - y_min) / box_width # Interpolate kernel using Lagrange polynomials cdef double[:, ::1] x_interpolated_values = interpolate(x_in_box, y_tilde) cdef double[:, ::1] y_interpolated_values = interpolate(y_in_box, y_tilde) # Actually compute w_{ij}s cdef: int total_interpolation_points = n_total_boxes * n_interpolation_points ** 2 double[:, ::1] w_coefficients = np.zeros((total_interpolation_points, n_terms), dtype=float) Py_ssize_t box_i, box_j, interp_i, interp_j, idx for i in range(n_samples): box_idx = point_box_idx[i] box_i = box_idx % n_boxes_1d box_j = box_idx // n_boxes_1d for interp_i in range(n_interpolation_points): for interp_j in range(n_interpolation_points): idx = (box_i * n_interpolation_points + interp_i) * \ (n_boxes_1d * n_interpolation_points) + \ (box_j * n_interpolation_points) + \ interp_j for d in range(n_terms): w_coefficients[idx, d] += \ x_interpolated_values[i, interp_i] * \ y_interpolated_values[i, interp_j] * \ q_j[i, d] # STEP 2: Compute the kernel values evaluated at the interpolation nodes cdef double[:, ::1] y_tilde_values = np.empty((total_interpolation_points, n_terms)) if dof != 1: matrix_multiply_fft_2d(sq_kernel_tilde, w_coefficients[:, :3], y_tilde_values[:, :3]) matrix_multiply_fft_2d(kernel_tilde, w_coefficients[:, 3:], y_tilde_values[:, 3:]) else: matrix_multiply_fft_2d(sq_kernel_tilde, w_coefficients, y_tilde_values) # STEP 3: Compute the potentials \tilde{\phi(y_i)} cdef double[:, ::1] phi = np.zeros((n_samples, n_terms), dtype=float) for i in range(n_samples): box_idx = point_box_idx[i] box_i = box_idx % n_boxes_1d box_j = box_idx // n_boxes_1d for interp_i in range(n_interpolation_points): for interp_j in range(n_interpolation_points): idx = (box_i * n_interpolation_points + interp_i) * \ (n_boxes_1d * n_interpolation_points) + \ (box_j * n_interpolation_points) + \ interp_j for d in range(n_terms): phi[i, d] += x_interpolated_values[i, interp_i] * \ y_interpolated_values[i, interp_j] * \ y_tilde_values[idx, d] PyMem_Free(point_box_idx) # Compute the normalization term Z or sum of q_{ij}s cdef double sum_Q = 0, y1, y2 if dof != 1: for i in range(n_samples): sum_Q += phi[i, 3] else: for i in range(n_samples): y1 = embedding[i, 0] y2 = embedding[i, 1] sum_Q += (1 + y1 ** 2 + y2 ** 2) * phi[i, 0] - \ 2 * (y1 * phi[i, 1] + y2 * phi[i, 2]) + \ phi[i, 3] sum_Q -= n_samples # The phis used here are not affected if dof != 1 for i in range(n_samples): gradient[i, 0] -= (embedding[i, 0] * phi[i, 0] - phi[i, 1]) / (sum_Q + EPSILON) gradient[i, 1] -= (embedding[i, 1] * phi[i, 0] - phi[i, 2]) / (sum_Q + EPSILON) return sum_Q cpdef tuple prepare_negative_gradient_fft_interpolation_grid_2d( double[:, ::1] reference_embedding, Py_ssize_t n_interpolation_points=3, Py_ssize_t min_num_intervals=10, double ints_in_interval=1, double dof=1, double padding=0, ): cdef: Py_ssize_t i, j, d, box_idx Py_ssize_t n_reference_samples = reference_embedding.shape[0] double coord_max = -INFINITY, coord_min = INFINITY # Determine the min/max values of the embedding # First, check the existing embedding for i in range(n_reference_samples): if reference_embedding[i, 0] < coord_min: coord_min = reference_embedding[i, 0] elif reference_embedding[i, 0] > coord_max: coord_max = reference_embedding[i, 0] if reference_embedding[i, 1] < coord_min: coord_min = reference_embedding[i, 1] elif reference_embedding[i, 1] > coord_max: coord_max = reference_embedding[i, 1] # We assume here that the embedding is centered and we want to generate an # equal grid in all quadrants if fabs(coord_min) > fabs(coord_max): coord_max = -coord_min elif fabs(coord_max) > fabs(coord_min): coord_min = -coord_max # Apply padding to the min/max coordinates coord_min *= 1 + padding coord_max *= 1 + padding cdef int n_boxes_1d = fmax(min_num_intervals, (coord_max - coord_min) / ints_in_interval) cdef int n_total_boxes = n_boxes_1d ** 2 cdef double box_width = (coord_max - coord_min) / n_boxes_1d # Compute the box bounds cdef: double[::1] box_x_lower_bounds = np.empty(n_total_boxes, dtype=float) double[::1] box_x_upper_bounds = np.empty(n_total_boxes, dtype=float) double[::1] box_y_lower_bounds = np.empty(n_total_boxes, dtype=float) double[::1] box_y_upper_bounds = np.empty(n_total_boxes, dtype=float) for i in range(n_boxes_1d): for j in range(n_boxes_1d): box_x_lower_bounds[i * n_boxes_1d + j] = j * box_width + coord_min box_x_upper_bounds[i * n_boxes_1d + j] = (j + 1) * box_width + coord_min box_y_lower_bounds[i * n_boxes_1d + j] = i * box_width + coord_min box_y_upper_bounds[i * n_boxes_1d + j] = (i + 1) * box_width + coord_min # Determine which box each reference point belongs to cdef int *reference_point_box_idx = PyMem_Malloc(n_reference_samples * sizeof(int)) cdef int box_x_idx, box_y_idx for i in range(n_reference_samples): box_x_idx = ((reference_embedding[i, 0] - coord_min) / box_width) box_y_idx = ((reference_embedding[i, 1] - coord_min) / box_width) # The right most point maps directly into `n_boxes`, while it should # belong to the last box if box_x_idx >= n_boxes_1d: box_x_idx = n_boxes_1d - 1 if box_y_idx >= n_boxes_1d: box_y_idx = n_boxes_1d - 1 reference_point_box_idx[i] = box_y_idx * n_boxes_1d + box_x_idx # Prepare the interpolants for a single interval, so we can use their # relative positions later on cdef double[::1] y_tilde = np.empty(n_interpolation_points, dtype=float) cdef double h = 1. / n_interpolation_points y_tilde[0] = h / 2 for i in range(1, n_interpolation_points): y_tilde[i] = y_tilde[i - 1] + h # Evaluate the the squared cauchy kernel at the interpolation nodes cdef double[:, ::1] sq_kernel_tilde = compute_kernel_tilde_2d( &cauchy_2d_exp1p, n_interpolation_points * n_boxes_1d, coord_min, h * box_width, dof, ) # The non-square cauchy kernel is only used if dof != 1, so don't do unnecessary work cdef double[:, ::1] kernel_tilde if dof != 1: kernel_tilde = compute_kernel_tilde_2d( &cauchy_2d, n_interpolation_points * n_boxes_1d, coord_min, h * box_width, dof, ) # STEP 1: Compute the w coefficients # Set up q_j values cdef int n_terms = 4 cdef double[:, ::1] q_j = np.empty((n_reference_samples, n_terms), dtype=float) if dof != 1: for i in range(n_reference_samples): q_j[i, 0] = 1 q_j[i, 1] = reference_embedding[i, 0] q_j[i, 2] = reference_embedding[i, 1] q_j[i, 3] = 1 else: for i in range(n_reference_samples): q_j[i, 0] = 1 q_j[i, 1] = reference_embedding[i, 0] q_j[i, 2] = reference_embedding[i, 1] q_j[i, 3] = reference_embedding[i, 0] ** 2 + reference_embedding[i, 1] ** 2 # Compute the relative position of each reference point in its box cdef: double[::1] reference_x_in_box = np.empty(n_reference_samples, dtype=float) double[::1] reference_y_in_box = np.empty(n_reference_samples, dtype=float) double y_min, x_min for i in range(n_reference_samples): box_idx = reference_point_box_idx[i] x_min = box_x_lower_bounds[box_idx] y_min = box_y_lower_bounds[box_idx] reference_x_in_box[i] = (reference_embedding[i, 0] - x_min) / box_width reference_y_in_box[i] = (reference_embedding[i, 1] - y_min) / box_width # Interpolate kernel using Lagrange polynomials cdef double[:, ::1] reference_x_interpolated_values = interpolate(reference_x_in_box, y_tilde) cdef double[:, ::1] reference_y_interpolated_values = interpolate(reference_y_in_box, y_tilde) # Actually compute w_{ij}s cdef: int total_interpolation_points = n_total_boxes * n_interpolation_points ** 2 double[:, ::1] w_coefficients = np.zeros((total_interpolation_points, n_terms), dtype=float) Py_ssize_t box_i, box_j, interp_i, interp_j, idx for i in range(n_reference_samples): box_idx = reference_point_box_idx[i] box_i = box_idx % n_boxes_1d box_j = box_idx // n_boxes_1d for interp_i in range(n_interpolation_points): for interp_j in range(n_interpolation_points): idx = (box_i * n_interpolation_points + interp_i) * \ (n_boxes_1d * n_interpolation_points) + \ (box_j * n_interpolation_points) + \ interp_j for d in range(n_terms): w_coefficients[idx, d] += \ reference_x_interpolated_values[i, interp_i] * \ reference_y_interpolated_values[i, interp_j] * \ q_j[i, d] # STEP 2: Compute the kernel values evaluated at the interpolation nodes cdef double[:, ::1] y_tilde_values = np.empty((total_interpolation_points, n_terms)) if dof != 1: matrix_multiply_fft_2d(sq_kernel_tilde, w_coefficients[:, :3], y_tilde_values[:, :3]) matrix_multiply_fft_2d(kernel_tilde, w_coefficients[:, 3:], y_tilde_values[:, 3:]) else: matrix_multiply_fft_2d(sq_kernel_tilde, w_coefficients, y_tilde_values) return ( np.asarray(y_tilde_values), np.asarray(box_x_lower_bounds), np.asarray(box_y_lower_bounds), ) cpdef double estimate_negative_gradient_fft_2d_with_grid( double[:, ::1] embedding, double[:, ::1] gradient, double[:, ::1] y_tilde_values, double[::1] box_x_lower_bounds, double[::1] box_y_lower_bounds, Py_ssize_t n_interpolation_points, double dof, ): cdef: Py_ssize_t i, j, d, box_idx Py_ssize_t n_samples = embedding.shape[0] Py_ssize_t n_terms = y_tilde_values.shape[1] Py_ssize_t n_boxes_1d = int(sqrt(box_x_lower_bounds.shape[0])) double coord_min = box_x_lower_bounds[0] double box_width = box_x_lower_bounds[1] - box_x_lower_bounds[0] # Determine which box each point belongs to cdef int box_x_idx, box_y_idx cdef int *point_box_idx = PyMem_Malloc(n_samples * sizeof(int)) for i in range(n_samples): box_x_idx = ((embedding[i, 0] - coord_min) / box_width) box_y_idx = ((embedding[i, 1] - coord_min) / box_width) # The right most point maps directly into `n_boxes`, while it should # belong to the last box if box_x_idx >= n_boxes_1d: box_x_idx = n_boxes_1d - 1 if box_y_idx >= n_boxes_1d: box_y_idx = n_boxes_1d - 1 point_box_idx[i] = box_y_idx * n_boxes_1d + box_x_idx # Prepare the interpolants for a single interval, so we can use their # relative positions later on cdef double[::1] y_tilde = np.empty(n_interpolation_points, dtype=float) cdef double h = 1. / n_interpolation_points y_tilde[0] = h / 2 for i in range(1, n_interpolation_points): y_tilde[i] = y_tilde[i - 1] + h # STEP 3: Compute the potentials \tilde{\phi(y_i)} # Compute the relative position of each new embedding point in its box cdef: double[::1] x_in_box = np.empty(n_samples, dtype=float) double[::1] y_in_box = np.empty(n_samples, dtype=float) cdef double y_min, x_min for i in range(n_samples): box_idx = point_box_idx[i] x_min = box_x_lower_bounds[box_idx] y_min = box_y_lower_bounds[box_idx] x_in_box[i] = (embedding[i, 0] - x_min) / box_width y_in_box[i] = (embedding[i, 1] - y_min) / box_width # Interpolate kernel using Lagrange polynomials cdef double[:, ::1] x_interpolated_values = interpolate(x_in_box, y_tilde) cdef double[:, ::1] y_interpolated_values = interpolate(y_in_box, y_tilde) # Actually compute \tilde{\phi(y_i)} cdef Py_ssize_t box_i, box_j, interp_i, interp_j, idx cdef double[:, ::1] phi = np.zeros((n_samples, n_terms), dtype=float) for i in range(n_samples): box_idx = point_box_idx[i] box_i = box_idx % n_boxes_1d box_j = box_idx // n_boxes_1d for interp_i in range(n_interpolation_points): for interp_j in range(n_interpolation_points): idx = (box_i * n_interpolation_points + interp_i) * \ (n_boxes_1d * n_interpolation_points) + \ (box_j * n_interpolation_points) + \ interp_j for d in range(n_terms): phi[i, d] += x_interpolated_values[i, interp_i] * \ y_interpolated_values[i, interp_j] * \ y_tilde_values[idx, d] PyMem_Free(point_box_idx) # Compute the normalization term Z or sum of q_{ij}s cdef double[::1] sum_Qi = np.empty(n_samples, dtype=float) cdef double y1, y2 if dof != 1: for i in range(n_samples): sum_Qi[i] = phi[i, 3] else: for i in range(n_samples): y1 = embedding[i, 0] y2 = embedding[i, 1] sum_Qi[i] = (1 + y1 ** 2 + y2 ** 2) * phi[i, 0] - \ 2 * (y1 * phi[i, 1] + y2 * phi[i, 2]) + \ phi[i, 3] cdef sum_Q = 0 for i in range(n_samples): sum_Q += sum_Qi[i] # The phis used here are not affected if dof != 1 for i in range(n_samples): gradient[i, 0] -= (embedding[i, 0] * phi[i, 0] - phi[i, 1]) / (sum_Qi[i] + EPSILON) gradient[i, 1] -= (embedding[i, 1] * phi[i, 0] - phi[i, 2]) / (sum_Qi[i] + EPSILON) return sum_Q openTSNE-1.0.2/openTSNE/affinity.py000066400000000000000000001351361465662743300170140ustar00rootroot00000000000000import logging import numbers import operator from functools import reduce import numpy as np import scipy.sparse as sp from openTSNE import _tsne from openTSNE import nearest_neighbors from openTSNE import utils from openTSNE.utils import is_package_installed import warnings log = logging.getLogger(__name__) class Affinities: """Compute the affinities between samples. t-SNE takes as input an affinity matrix :math:`P`, and does not really care about anything else from the data. This means we can use t-SNE for any data where we are able to express interactions between samples with an affinity matrix. Attributes ---------- P: array_like The :math:`N \\times N` affinity matrix expressing interactions between :math:`N` initial data samples. verbose: bool """ def __init__(self, verbose=False): self.P = None self.verbose = verbose self.knn_index: nearest_neighbors.KNNIndex = None def to_new(self, data, return_distances=False): """Compute the affinities of new samples to the initial samples. This is necessary for embedding new data points into an existing embedding. Parameters ---------- data: np.ndarray The data points to be added to the existing embedding. return_distances: bool If needed, the function can return the indices of the nearest neighbors and their corresponding distances. Returns ------- P: array_like An :math:`N \\times M` affinity matrix expressing interactions between :math:`N` new data points the initial :math:`M` data samples. indices: np.ndarray Returned if ``return_distances=True``. The indices of the :math:`k` nearest neighbors in the existing embedding for every new data point. distances: np.ndarray Returned if ``return_distances=True``. The distances to the :math:`k` nearest neighbors in the existing embedding for every new data point. """ @property def n_samples(self): if self.knn_index is None: raise RuntimeError("`knn_index` is not set!") return self.knn_index.n_samples class PerplexityBasedNN(Affinities): """Compute standard, Gaussian affinities using nearest neighbors. Please see the :ref:`parameter-guide` for more information. Parameters ---------- data: np.ndarray The data matrix. perplexity: float Perplexity can be thought of as the continuous :math:`k` number of nearest neighbors, for which t-SNE will attempt to preserve distances. method: str Specifies the nearest neighbor method to use. Can be ``exact``, ``annoy``, ``pynndescent``, ``hnsw``, ``approx``, or ``auto`` (default). ``approx`` uses Annoy if the input data matrix is not a sparse object and if Annoy supports the given metric. Otherwise, it uses Pynndescent. ``auto`` uses exact nearest neighbors for N<1000 and the same heuristic as ``approx`` for N>=1000. metric: Union[str, Callable] The metric to be used to compute affinities between points in the original space. metric_params: dict Additional keyword arguments for the metric function. symmetrize: bool Symmetrize the affinity matrix. During standard t-SNE optimization, the affinities are symmetrized. However, when embedding new data points into existing embeddings, symmetrization is not performed. n_jobs: int The number of threads to use while running t-SNE. This follows the scikit-learn convention, ``-1`` meaning all processors, ``-2`` meaning all but one, etc. random_state: Union[int, RandomState] If the value is an int, random_state is the seed used by the random number generator. If the value is a RandomState instance, then it will be used as the random number generator. If the value is None, the random number generator is the RandomState instance used by `np.random`. verbose: bool k_neighbors: int or ``auto`` The number of neighbors to use in the kNN graph. If ``auto`` (default), it is set to three times the perplexity. knn_index: Optional[nearest_neighbors.KNNIndex] Optionally, a precomptued ``openTSNE.nearest_neighbors.KNNIndex`` object can be specified. This option will ignore any KNN-related parameters. When ``knn_index`` is specified, ``data`` must be set to None. """ def __init__( self, data=None, perplexity=30, method="auto", metric="euclidean", metric_params=None, symmetrize=True, n_jobs=1, random_state=None, verbose=False, k_neighbors="auto", knn_index=None, ): # This can't work if neither data nor the knn index are specified if data is None and knn_index is None: raise ValueError( "At least one of the parameters `data` or `knn_index` must be specified!" ) # This can't work if both data and the knn index are specified if data is not None and knn_index is not None: raise ValueError( "Both `data` or `knn_index` were specified! Please pass only one." ) # Find the nearest neighbors if knn_index is None: n_samples = data.shape[0] if k_neighbors == "auto": _k_neighbors = min(n_samples - 1, int(3 * perplexity)) else: _k_neighbors = k_neighbors effective_perplexity = self.check_perplexity(perplexity, _k_neighbors) if _k_neighbors > int(3 * effective_perplexity): log.warning( "The k_neighbors value is over 3 times larger than the perplexity value. " "This may result in an unnecessary slowdown." ) self.knn_index = get_knn_index( data, method, _k_neighbors, metric, metric_params, n_jobs, random_state, verbose ) else: self.knn_index = knn_index effective_perplexity = self.check_perplexity(perplexity, self.knn_index.k) log.info("KNN index provided. Ignoring KNN-related parameters.") self.__neighbors, self.__distances = self.knn_index.build() with utils.Timer("Calculating affinity matrix...", verbose): self.P = joint_probabilities_nn( self.__neighbors, self.__distances, [effective_perplexity], symmetrize=symmetrize, n_jobs=n_jobs, ) self.perplexity = perplexity self.effective_perplexity_ = effective_perplexity self.symmetrize = symmetrize self.n_jobs = n_jobs self.verbose = verbose def set_perplexity(self, new_perplexity): """Change the perplexity of the affinity matrix. Note that we only allow setting the perplexity to a value not larger than the number of neighbors used for the original perplexity. This restriction exists because setting a higher perplexity value requires recomputing all the nearest neighbors, which can take a long time. To avoid potential confusion as to why execution time is slow, this is not allowed. If you would like to increase the perplexity above that value, simply create a new instance. Parameters ---------- new_perplexity: float The new perplexity. """ # If the value hasn't changed, there's nothing to do if new_perplexity == self.perplexity: return # Verify that the perplexity isn't negative effective_perplexity = self.check_perplexity(new_perplexity, np.inf) # Verify that the perplexity isn't too large for the kNN graph if effective_perplexity > self.__neighbors.shape[1]: raise RuntimeError( "The desired perplexity `%.2f` is larger than the kNN graph " "allows. This would need to recompute the nearest neighbors, " "which is not efficient. Please create a new `%s` instance " "with the increased perplexity." % (effective_perplexity, self.__class__.__name__) ) # Warn if the perplexity is larger than the heuristic if 3 * effective_perplexity > self.__neighbors.shape[1]: log.warning( "The new perplexity is quite close to the computed number of " "nearest neighbors. The results may be unexpected. Consider " "creating a new `%s` instance with the increased perplexity." % self.__class__.__name__ ) # Recompute the affinity matrix self.perplexity = new_perplexity self.effective_perplexity_ = effective_perplexity k_neighbors = int(3 * new_perplexity) with utils.Timer( "Perplexity changed. Recomputing affinity matrix...", self.verbose ): self.P = joint_probabilities_nn( self.__neighbors[:, :k_neighbors], self.__distances[:, :k_neighbors], [self.effective_perplexity_], symmetrize=self.symmetrize, n_jobs=self.n_jobs, ) def to_new( self, data, perplexity=None, return_distances=False, k_neighbors="auto" ): """Compute the affinities of new samples to the initial samples. This is necessary for embedding new data points into an existing embedding. Please see the :ref:`parameter-guide` for more information. Parameters ---------- data: np.ndarray The data points to be added to the existing embedding. perplexity: float Perplexity can be thought of as the continuous :math:`k` number of nearest neighbors, for which t-SNE will attempt to preserve distances. return_distances: bool If needed, the function can return the indices of the nearest neighbors and their corresponding distances. k_neighbors: int or ``auto`` The number of neighbors to query kNN graph for. If ``auto`` (default), it is set to three times the perplexity. Returns ------- P: array_like An :math:`N \\times M` affinity matrix expressing interactions between :math:`N` new data points the initial :math:`M` data samples. indices: np.ndarray Returned if ``return_distances=True``. The indices of the :math:`k` nearest neighbors in the existing embedding for every new data point. distances: np.ndarray Returned if ``return_distances=True``. The distances to the :math:`k` nearest neighbors in the existing embedding for every new data point. """ perplexity = perplexity if perplexity is not None else self.perplexity if k_neighbors == "auto": _k_neighbors = min(self.n_samples, int(3 * perplexity)) else: _k_neighbors = k_neighbors effective_perplexity = self.check_perplexity(perplexity, _k_neighbors) neighbors, distances = self.knn_index.query(data, _k_neighbors) with utils.Timer("Calculating affinity matrix...", self.verbose): P = joint_probabilities_nn( neighbors, distances, [effective_perplexity], symmetrize=False, normalization="point-wise", n_reference_samples=self.n_samples, n_jobs=self.n_jobs, ) if return_distances: return P, neighbors, distances return P @staticmethod def check_perplexity(perplexity, k_neighbors): if perplexity <= 0: raise ValueError("Perplexity must be >=0. %.2f given" % perplexity) if perplexity > k_neighbors: old_perplexity, perplexity = perplexity, k_neighbors / 3 log.warning( "Perplexity value %d is too high. Using perplexity %.2f instead" % (old_perplexity, perplexity) ) return perplexity def get_knn_index( data, method, k, metric, metric_params=None, n_jobs=1, random_state=None, verbose=False ): # If we're dealing with a precomputed distance matrix, our job is very easy, # so we can skip all the remaining checks if metric == "precomputed": return nearest_neighbors.PrecomputedDistanceMatrix(data, k=k) preferred_approx_method = nearest_neighbors.Annoy if is_package_installed("pynndescent") and (sp.issparse(data) or metric not in [ "cosine", "euclidean", "manhattan", "hamming", "dot", "l1", "l2", "taxicab", ]): preferred_approx_method = nearest_neighbors.NNDescent if data.shape[0] < 1000: preferred_method = nearest_neighbors.Sklearn else: preferred_method = preferred_approx_method methods = { "exact": nearest_neighbors.Sklearn, "auto": preferred_method, "approx": preferred_approx_method, "annoy": nearest_neighbors.Annoy, "pynndescent": nearest_neighbors.NNDescent, "hnsw": nearest_neighbors.HNSW } if isinstance(method, nearest_neighbors.KNNIndex): knn_index = method elif method not in methods: raise ValueError( "Unrecognized nearest neighbor algorithm `%s`. Please choose one " "of the supported methods or provide a valid `KNNIndex` instance." % method ) else: knn_index = methods[method]( data=data, k=k, metric=metric, metric_params=metric_params, n_jobs=n_jobs, random_state=random_state, verbose=verbose, ) return knn_index def joint_probabilities_nn( neighbors, distances, perplexities, symmetrize=True, normalization="pair-wise", n_reference_samples=None, n_jobs=1, ): """Compute the conditional probability matrix P_{j|i}. This method computes an approximation to P using the nearest neighbors. Parameters ---------- neighbors: np.ndarray A `n_samples * k_neighbors` matrix containing the indices to each points' nearest neighbors in descending order. distances: np.ndarray A `n_samples * k_neighbors` matrix containing the distances to the neighbors at indices defined in the neighbors parameter. perplexities: double The desired perplexity of the probability distribution. symmetrize: bool Whether to symmetrize the probability matrix or not. Symmetrizing is used for typical t-SNE, but does not make sense when embedding new data into an existing embedding. normalization: str The normalization scheme to use for the affinities. Standard t-SNE considers interactions between all the data points, therefore the entire affinity matrix is regarded as a probability distribution, and must sum to 1. When embedding new points, we only consider interactions to existing points, and treat each point separately. In this case, we row-normalize the affinity matrix, meaning each point gets its own probability distribution. n_reference_samples: int The number of samples in the existing (reference) embedding. Needed to properly construct the sparse P matrix. n_jobs: int Number of threads. Returns ------- csr_matrix A `n_samples * n_reference_samples` matrix containing the probabilities that a new sample would appear as a neighbor of a reference point. """ assert normalization in ( "pair-wise", "point-wise", ), f"Unrecognized normalization scheme `{normalization}`." n_samples, k_neighbors = distances.shape if n_reference_samples is None: n_reference_samples = n_samples # Compute asymmetric pairwise input similarities conditional_P = _tsne.compute_gaussian_perplexity( np.array(distances, dtype=float), np.array(perplexities, dtype=float), num_threads=n_jobs, ) conditional_P = np.asarray(conditional_P) P = sp.csr_matrix( ( conditional_P.ravel(), neighbors.ravel(), range(0, n_samples * k_neighbors + 1, k_neighbors), ), shape=(n_samples, n_reference_samples), ) # Symmetrize the probability matrix if symmetrize: P = (P + P.T) / 2 if normalization == "pair-wise": P /= np.sum(P) elif normalization == "point-wise": P = sp.diags(np.asarray(1 / P.sum(axis=1)).ravel()) @ P return P class FixedSigmaNN(Affinities): """Compute affinities using nearest neighbors and a fixed bandwidth for the Gaussians in the ambient space. Using a fixed Gaussian bandwidth can enable us to find smaller clusters of data points than we might be able to using the automatically determined bandwidths using perplexity. Note however that this requires mostly trial and error. Parameters ---------- data: np.ndarray The data matrix. sigma: float The bandwidth to use for the Gaussian kernels in the ambient space. k: int The number of nearest neighbors to consider for each kernel. method: str Specifies the nearest neighbor method to use. Can be ``exact``, ``annoy``, ``pynndescent``, ``hnsw``, ``approx``, or ``auto`` (default). ``approx`` uses Annoy if the input data matrix is not a sparse object and if Annoy supports the given metric. Otherwise, it uses Pynndescent. ``auto`` uses exact nearest neighbors for N<1000 and the same heuristic as ``approx`` for N>=1000. metric: Union[str, Callable] The metric to be used to compute affinities between points in the original space. metric_params: dict Additional keyword arguments for the metric function. symmetrize: bool Symmetrize the affinity matrix. During standard t-SNE optimization, the affinities are symmetrized. However, when embedding new data points into existing embeddings, symmetrization is not performed. n_jobs: int The number of threads to use while running t-SNE. This follows the scikit-learn convention, ``-1`` meaning all processors, ``-2`` meaning all but one, etc. random_state: Union[int, RandomState] If the value is an int, random_state is the seed used by the random number generator. If the value is a RandomState instance, then it will be used as the random number generator. If the value is None, the random number generator is the RandomState instance used by `np.random`. verbose: bool knn_index: Optional[nearest_neighbors.KNNIndex] Optionally, a precomptued ``openTSNE.nearest_neighbors.KNNIndex`` object can be specified. This option will ignore any KNN-related parameters. When ``knn_index`` is specified, ``data`` must be set to None. """ def __init__( self, data=None, sigma=None, k=30, method="auto", metric="euclidean", metric_params=None, symmetrize=True, n_jobs=1, random_state=None, verbose=False, knn_index=None, ): # Sigma must be specified, but has default set to none, so the parameter # order makes more sense if sigma is None: raise ValueError("`sigma` must be specified!") # This can't work if neither data nor the knn index are specified if data is None and knn_index is None: raise ValueError( "At least one of the parameters `data` or `knn_index` must be specified!" ) # This can't work if both data and the knn index are specified if data is not None and knn_index is not None: raise ValueError( "Both `data` or `knn_index` were specified! Please pass only one." ) # Find the nearest neighbors if knn_index is None: if k >= data.shape[0]: raise ValueError( "`k` (%d) cannot be larger than N-1 (%d)." % (k, data.shape[0]) ) self.knn_index = get_knn_index( data, method, k, metric, metric_params, n_jobs, random_state, verbose ) else: self.knn_index = knn_index log.info("KNN index provided. Ignoring KNN-related parameters.") neighbors, distances = self.knn_index.build() with utils.Timer("Calculating affinity matrix...", verbose): # Compute asymmetric pairwise input similarities conditional_P = np.exp(-(distances ** 2) / (2 * sigma ** 2)) conditional_P /= np.sum(conditional_P, axis=1)[:, np.newaxis] n_samples = self.knn_index.n_samples P = sp.csr_matrix( ( conditional_P.ravel(), neighbors.ravel(), range(0, n_samples * k + 1, k), ), shape=(n_samples, n_samples), ) # Symmetrize the probability matrix if symmetrize: P = (P + P.T) / 2 # Convert weights to probabilities P /= np.sum(P) self.sigma = sigma self.P = P self.n_jobs = n_jobs self.verbose = verbose def to_new(self, data, k=None, sigma=None, return_distances=False): """Compute the affinities of new samples to the initial samples. This is necessary for embedding new data points into an existing embedding. Parameters ---------- data: np.ndarray The data points to be added to the existing embedding. k: int The number of nearest neighbors to consider for each kernel. sigma: float The bandwidth to use for the Gaussian kernels in the ambient space. return_distances: bool If needed, the function can return the indices of the nearest neighbors and their corresponding distances. Returns ------- P: array_like An :math:`N \\times M` affinity matrix expressing interactions between :math:`N` new data points the initial :math:`M` data samples. indices: np.ndarray Returned if ``return_distances=True``. The indices of the :math:`k` nearest neighbors in the existing embedding for every new data point. distances: np.ndarray Returned if ``return_distances=True``. The distances to the :math:`k` nearest neighbors in the existing embedding for every new data point. """ n_samples = data.shape[0] n_reference_samples = self.n_samples if k is None: k = self.knn_index.k elif k >= n_reference_samples: raise ValueError( "`k` (%d) cannot be larger than the number of reference " "samples (%d)." % (k, self.n_samples) ) if sigma is None: sigma = self.sigma # Find nearest neighbors and the distances to the new points neighbors, distances = self.knn_index.query(data, k) with utils.Timer("Calculating affinity matrix...", self.verbose): # Compute asymmetric pairwise input similarities conditional_P = np.exp(-(distances ** 2) / (2 * sigma ** 2)) # Convert weights to probabilities conditional_P /= np.sum(conditional_P, axis=1)[:, np.newaxis] P = sp.csr_matrix( ( conditional_P.ravel(), neighbors.ravel(), range(0, n_samples * k + 1, k), ), shape=(n_samples, n_reference_samples), ) if return_distances: return P, neighbors, distances return P class MultiscaleMixture(Affinities): """Calculate affinities using a Gaussian mixture kernel. Instead of using a single perplexity to compute the affinities between data points, we can use a multiscale Gaussian kernel instead. This allows us to incorporate long range interactions. Please see the :ref:`parameter-guide` for more information. Parameters ---------- data: np.ndarray The data matrix. perplexities: List[float] A list of perplexity values, which will be used in the multiscale Gaussian kernel. Perplexity can be thought of as the continuous :math:`k` number of nearest neighbors, for which t-SNE will attempt to preserve distances. method: str Specifies the nearest neighbor method to use. Can be ``exact``, ``annoy``, ``pynndescent``, ``hnsw``, ``approx``, or ``auto`` (default). ``approx`` uses Annoy if the input data matrix is not a sparse object and if Annoy supports the given metric. Otherwise, it uses Pynndescent. ``auto`` uses exact nearest neighbors for N<1000 and the same heuristic as ``approx`` for N>=1000. metric: Union[str, Callable] The metric to be used to compute affinities between points in the original space. metric_params: dict Additional keyword arguments for the metric function. symmetrize: bool Symmetrize the affinity matrix. During standard t-SNE optimization, the affinities are symmetrized. However, when embedding new data points into existing embeddings, symmetrization is not performed. n_jobs: int The number of threads to use while running t-SNE. This follows the scikit-learn convention, ``-1`` meaning all processors, ``-2`` meaning all but one, etc. random_state: Union[int, RandomState] If the value is an int, random_state is the seed used by the random number generator. If the value is a RandomState instance, then it will be used as the random number generator. If the value is None, the random number generator is the RandomState instance used by `np.random`. verbose: bool knn_index: Optional[nearest_neighbors.KNNIndex] Optionally, a precomptued ``openTSNE.nearest_neighbors.KNNIndex`` object can be specified. This option will ignore any KNN-related parameters. When ``knn_index`` is specified, ``data`` must be set to None. """ def __init__( self, data=None, perplexities=None, method="auto", metric="euclidean", metric_params=None, symmetrize=True, n_jobs=1, random_state=None, verbose=False, knn_index=None, ): # Perplexities must be specified, but has default set to none, so the # parameter order makes more sense if perplexities is None: raise ValueError("`perplexities` must be specified!") # This can't work if neither data nor the knn index are specified if data is None and knn_index is None: raise ValueError( "At least one of the parameters `data` or `knn_index` must be specified!" ) # This can't work if both data and the knn index are specified if data is not None and knn_index is not None: raise ValueError( "Both `data` or `knn_index` were specified! Please pass only one." ) # Find the nearest neighbors if knn_index is None: # We will compute the nearest neighbors to the max value of perplexity, # smaller values can just use indexing to truncate unneeded neighbors n_samples = data.shape[0] effective_perplexities = self.check_perplexities(perplexities, n_samples) max_perplexity = np.max(effective_perplexities) k_neighbors = min(n_samples - 1, int(3 * max_perplexity)) self.knn_index = get_knn_index( data, method, k_neighbors, metric, metric_params, n_jobs, random_state, verbose ) else: self.knn_index = knn_index n_samples = self.knn_index.n_samples effective_perplexities = self.check_perplexities(perplexities, n_samples) log.info("KNN index provided. Ignoring KNN-related parameters.") self.__neighbors, self.__distances = self.knn_index.build() with utils.Timer("Calculating affinity matrix...", verbose): self.P = self._calculate_P( self.__neighbors, self.__distances, effective_perplexities, symmetrize=symmetrize, n_jobs=n_jobs, ) self.perplexities = perplexities self.effective_perplexities_ = effective_perplexities self.symmetrize = symmetrize self.n_jobs = n_jobs self.verbose = verbose @staticmethod def _calculate_P( neighbors, distances, perplexities, symmetrize=True, normalization="pair-wise", n_reference_samples=None, n_jobs=1, ): return joint_probabilities_nn( neighbors, distances, perplexities, symmetrize=symmetrize, normalization=normalization, n_reference_samples=n_reference_samples, n_jobs=n_jobs, ) def set_perplexities(self, new_perplexities): """Change the perplexities of the affinity matrix. Note that we only allow lowering the perplexities or restoring them to their original maximum value. This restriction exists because setting a higher perplexity value requires recomputing all the nearest neighbors, which can take a long time. To avoid potential confusion as to why execution time is slow, this is not allowed. If you would like to increase the perplexity above the initial value, simply create a new instance. Parameters ---------- new_perplexities: List[float] The new list of perplexities. """ if np.array_equal(self.perplexities, new_perplexities): return effective_perplexities = self.check_perplexities(new_perplexities, self.n_samples) max_perplexity = np.max(effective_perplexities) k_neighbors = min(self.n_samples - 1, int(3 * max_perplexity)) if k_neighbors > self.__neighbors.shape[1]: raise RuntimeError( "The largest perplexity `%.2f` is larger than the initial one " "used. This would need to recompute the nearest neighbors, " "which is not efficient. Please create a new `%s` instance " "with the increased perplexity." % (max_perplexity, self.__class__.__name__) ) self.perplexities = new_perplexities self.effective_perplexities_ = effective_perplexities with utils.Timer( "Perplexity changed. Recomputing affinity matrix...", self.verbose ): self.P = self._calculate_P( self.__neighbors[:, :k_neighbors], self.__distances[:, :k_neighbors], self.effective_perplexities_, symmetrize=self.symmetrize, n_jobs=self.n_jobs, ) def to_new(self, data, perplexities=None, return_distances=False): """Compute the affinities of new samples to the initial samples. This is necessary for embedding new data points into an existing embedding. Please see the :ref:`parameter-guide` for more information. Parameters ---------- data: np.ndarray The data points to be added to the existing embedding. perplexities: List[float] A list of perplexity values, which will be used in the multiscale Gaussian kernel. Perplexity can be thought of as the continuous :math:`k` number of nearest neighbors, for which t-SNE will attempt to preserve distances. return_distances: bool If needed, the function can return the indices of the nearest neighbors and their corresponding distances. Returns ------- P: array_like An :math:`N \\times M` affinity matrix expressing interactions between :math:`N` new data points the initial :math:`M` data samples. indices: np.ndarray Returned if ``return_distances=True``. The indices of the :math:`k` nearest neighbors in the existing embedding for every new data point. distances: np.ndarray Returned if ``return_distances=True``. The distances to the :math:`k` nearest neighbors in the existing embedding for every new data point. """ perplexities = perplexities if perplexities is not None else self.perplexities effective_perplexities = self.check_perplexities(perplexities, self.n_samples) max_perplexity = np.max(effective_perplexities) k_neighbors = min(self.n_samples - 1, int(3 * max_perplexity)) neighbors, distances = self.knn_index.query(data, k_neighbors) with utils.Timer("Calculating affinity matrix...", self.verbose): P = self._calculate_P( neighbors, distances, effective_perplexities, symmetrize=False, normalization="point-wise", n_reference_samples=self.n_samples, n_jobs=self.n_jobs, ) if return_distances: return P, neighbors, distances return P def check_perplexities(self, perplexities, n_samples): """Check and correct/truncate perplexities. If a perplexity is too large, it is corrected to the largest allowed value. It is then inserted into the list of perplexities only if that value doesn't already exist in the list. """ if isinstance(perplexities, numbers.Number): perplexities = [perplexities] usable_perplexities = [] for perplexity in sorted(perplexities): if perplexity <= 0: raise ValueError("Perplexity must be >=0. %.2f given" % perplexity) if 3 * perplexity > n_samples - 1: new_perplexity = (n_samples - 1) / 3 if new_perplexity in usable_perplexities: log.warning( "Perplexity value %d is too high. Dropping " "because the max perplexity is already in the " "list." % perplexity ) else: usable_perplexities.append(new_perplexity) log.warning( "Perplexity value %d is too high. Using " "perplexity %.2f instead" % (perplexity, new_perplexity) ) else: usable_perplexities.append(perplexity) return usable_perplexities class Multiscale(MultiscaleMixture): """Calculate affinities using averaged Gaussian perplexities. In contrast to :class:`MultiscaleMixture`, which uses a Gaussian mixture kernel, here, we first compute single scale Gaussian kernels, convert them to probability distributions, then average them out between scales. Please see the :ref:`parameter-guide` for more information. Parameters ---------- data: np.ndarray The data matrix. perplexities: List[float] A list of perplexity values, which will be used in the multiscale Gaussian kernel. Perplexity can be thought of as the continuous :math:`k` number of nearest neighbors, for which t-SNE will attempt to preserve distances. method: str Specifies the nearest neighbor method to use. Can be ``exact``, ``annoy``, ``pynndescent``, ``hnsw``, ``approx``, or ``auto`` (default). ``approx`` uses Annoy if the input data matrix is not a sparse object and if Annoy supports the given metric. Otherwise, it uses Pynndescent. ``auto`` uses exact nearest neighbors for N<1000 and the same heuristic as ``approx`` for N>=1000. metric: Union[str, Callable] The metric to be used to compute affinities between points in the original space. metric_params: dict Additional keyword arguments for the metric function. symmetrize: bool Symmetrize the affinity matrix. During standard t-SNE optimization, the affinities are symmetrized. However, when embedding new data points into existing embeddings, symmetrization is not performed. n_jobs: int The number of threads to use while running t-SNE. This follows the scikit-learn convention, ``-1`` meaning all processors, ``-2`` meaning all but one, etc. random_state: Union[int, RandomState] If the value is an int, random_state is the seed used by the random number generator. If the value is a RandomState instance, then it will be used as the random number generator. If the value is None, the random number generator is the RandomState instance used by `np.random`. verbose: bool knn_index: Optional[nearest_neighbors.KNNIndex] Optionally, a precomptued ``openTSNE.nearest_neighbors.KNNIndex`` object can be specified. This option will ignore any KNN-related parameters. When ``knn_index`` is specified, ``data`` must be set to None. """ @staticmethod def _calculate_P( neighbors, distances, perplexities, symmetrize=True, normalization="pair-wise", n_reference_samples=None, n_jobs=1, ): # Compute normalized probabilities for each perplexity partial_Ps = [ joint_probabilities_nn( neighbors, distances, [perplexity], symmetrize=symmetrize, normalization=normalization, n_reference_samples=n_reference_samples, n_jobs=n_jobs, ) for perplexity in perplexities ] # Sum them together, then normalize P = reduce(operator.add, partial_Ps, 0) # Take care to properly normalize the affinity matrix if normalization == "pair-wise": P /= np.sum(P) elif normalization == "point-wise": P = sp.diags(np.asarray(1 / P.sum(axis=1)).ravel()) @ P return P class Uniform(Affinities): """Compute affinities using nearest neighbors and uniform kernel in the ambient space. Parameters ---------- data: np.ndarray The data matrix. k_neighbors: int method: str Specifies the nearest neighbor method to use. Can be ``exact``, ``annoy``, ``pynndescent``, ``hnsw``, ``approx``, or ``auto`` (default). ``approx`` uses Annoy if the input data matrix is not a sparse object and if Annoy supports the given metric. Otherwise, it uses Pynndescent. ``auto`` uses exact nearest neighbors for N<1000 and the same heuristic as ``approx`` for N>=1000. metric: Union[str, Callable] The metric to be used to compute affinities between points in the original space. metric_params: dict Additional keyword arguments for the metric function. symmetrize: Union[str, bool] Symmetrize the affinity matrix. During standard t-SNE optimization, the affinities are symmetrized. However, when embedding new data points into existing embeddings, symmetrization is not performed. The uniform affinity supports ``max`` and ``mean`` symmetrization, as well as no symmetrization via ``none``. The ``max`` symmetrization yields a binary affinity matrix with all non-zero elements (corresponding to edges of the kNN graph) being the same. The ``mean`` symmetrization performs symmetrization via (A + A.T) / 2, resulting in the affinity matrix with two possible non-zero values. Applying no symmetrization results in a non-symmetric affinity matrix. We default to ``mean`` symmetrization, but the default will change to ``max`` in future versions. n_jobs: int The number of threads to use while running t-SNE. This follows the scikit-learn convention, ``-1`` meaning all processors, ``-2`` meaning all but one, etc. random_state: Union[int, RandomState] If the value is an int, random_state is the seed used by the random number generator. If the value is a RandomState instance, then it will be used as the random number generator. If the value is None, the random number generator is the RandomState instance used by `np.random`. verbose: bool knn_index: Optional[nearest_neighbors.KNNIndex] Optionally, a precomptued ``openTSNE.nearest_neighbors.KNNIndex`` object can be specified. This option will ignore any KNN-related parameters. When ``knn_index`` is specified, ``data`` must be set to None. """ def __init__( self, data=None, k_neighbors=30, method="auto", metric="euclidean", metric_params=None, symmetrize=True, n_jobs=1, random_state=None, verbose=False, knn_index=None, ): # This can't work if neither data nor the knn index are specified if data is None and knn_index is None: raise ValueError( "At least one of the parameters `data` or `knn_index` must be specified!" ) # This can't work if both data and the knn index are specified if data is not None and knn_index is not None: raise ValueError( "Both `data` or `knn_index` were specified! Please pass only one." ) if knn_index is None: if k_neighbors >= data.shape[0]: raise ValueError( "`k_neighbors` (%d) cannot be larger than N-1 (%d)." % (k_neighbors, data.shape[0]) ) self.knn_index = get_knn_index( data, method, k_neighbors, metric, metric_params, n_jobs, random_state, verbose ) else: self.knn_index = knn_index log.info("KNN index provided. Ignoring KNN-related parameters.") neighbors, distances = self.knn_index.build() k_neighbors = self.knn_index.k n_samples = self.knn_index.n_samples P = sp.csr_matrix( ( np.ones_like(distances).ravel(), neighbors.ravel(), range(0, n_samples * k_neighbors + 1, k_neighbors), ), shape=(n_samples, n_samples), ) # Symmetrize the probability matrix if symmetrize == "max": P = (P + P.T > 0).astype(float) elif symmetrize == "mean": P = (P + P.T) / 2 elif symmetrize == "none" or symmetrize is False: pass elif symmetrize is True: # Backward compatibility P = (P + P.T) / 2 warnings.warn( f"Using `mean` symmetrization, but the default behaviour is going to " f"change to `max` in future versions.", category=FutureWarning, ) else: raise ValueError( f"Symmetrization method `{symmetrize}` is not recognized." ) # Convert weights to probabilities P /= np.sum(P) self.P = P self.verbose = verbose self.n_jobs = n_jobs def to_new(self, data, k_neighbors=None, return_distances=False): """Compute the affinities of new samples to the initial samples. This is necessary for embedding new data points into an existing embedding. Parameters ---------- data: np.ndarray The data points to be added to the existing embedding. k_neighbors: int The number of nearest neighbors to consider. return_distances: bool If needed, the function can return the indices of the nearest neighbors and their corresponding distances. Returns ------- P: array_like An :math:`N \\times M` affinity matrix expressing interactions between :math:`N` new data points the initial :math:`M` data samples. indices: np.ndarray Returned if ``return_distances=True``. The indices of the :math:`k` nearest neighbors in the existing embedding for every new data point. distances: np.ndarray Returned if ``return_distances=True``. The distances to the :math:`k` nearest neighbors in the existing embedding for every new data point. """ n_samples = data.shape[0] n_reference_samples = self.n_samples if k_neighbors is None: k_neighbors = self.knn_index.k elif k_neighbors >= n_reference_samples: raise ValueError( "`k` (%d) cannot be larger than the number of reference " "samples (%d)." % (k_neighbors, self.n_samples) ) # Find nearest neighbors and the distances to the new points neighbors, distances = self.knn_index.query(data, k_neighbors) values = np.ones_like(distances) values /= np.sum(values, axis=1)[:, np.newaxis] P = sp.csr_matrix( ( values.ravel(), neighbors.ravel(), range(0, n_samples * k_neighbors + 1, k_neighbors), ), shape=(n_samples, n_reference_samples), ) if return_distances: return P, neighbors, distances return P class PrecomputedAffinities(Affinities): """Use a precomputed affinity matrix. Parameters ---------- affinities: scipy.sparse.csr_matrix, np.ndarray An N x N matrix containing the affinities. normalize: bool Normalize the affinity matrix to sum to 1. Default is True. """ def __init__(self, affinities, normalize=True): if not isinstance(affinities, sp.csr_matrix): affinities = sp.csr_matrix(affinities) if normalize: affinities /= np.sum(affinities) self.P = affinities def to_new(self, data, return_distances=False): raise RuntimeError("Precomputed affinity matrices cannot be queried.") openTSNE-1.0.2/openTSNE/callbacks.py000066400000000000000000000075721465662743300171240ustar00rootroot00000000000000import logging from functools import partial import numpy as np from scipy.sparse import csr_matrix from openTSNE import kl_divergence from openTSNE.tsne import TSNEEmbedding log = logging.getLogger(__name__) class Callback: def optimization_about_to_start(self): """This is called at the beginning of the optimization procedure.""" def __call__(self, iteration, error, embedding): """This is the main method called from the optimization. Parameters ---------- iteration: int The current iteration number. error: float The current KL divergence of the given embedding. embedding: TSNEEmbedding The current t-SNE embedding. Returns ------- stop_optimization: bool If this value is set to ``True``, the optimization will be interrupted. """ class VerifyExaggerationError(Callback): """Used to verify that the exaggeration correction implemented in `gradient_descent` is correct.""" def __init__(self, embedding: TSNEEmbedding) -> None: self.embedding = embedding # Keep a copy of the unexaggerated affinity matrix self.P = self.embedding.affinities.P.copy() def __call__( self, iteration: int, corrected_error: float, embedding: TSNEEmbedding ): params = self.embedding.gradient_descent_params method = params["negative_gradient_method"] if np.sum(embedding.affinities.P) <= 1: log.warning("Are you sure you are testing an exaggerated P matrix?") if method == "fft": f = partial( kl_divergence.kl_divergence_approx_fft, n_interpolation_points=params["n_interpolation_points"], min_num_intervals=params["min_num_intervals"], ints_in_interval=params["ints_in_interval"], dof=params["dof"], ) elif method == "bh": f = partial( kl_divergence.kl_divergence_approx_bh, theta=params["theta"], dof=params["dof"], ) P = self.P true_error = f(P.indices, P.indptr, P.data, embedding) if abs(true_error - corrected_error) > 1e-8: raise RuntimeError("Correction term is wrong.") else: log.info( "Corrected: %.4f - True %.4f [eps %.4f]" % (corrected_error, true_error, abs(true_error - corrected_error)) ) class ErrorApproximations(Callback): """Check how good the error approximations are. Of course, we use an approximation for P so this itself is an approximation.""" def __init__(self, P: csr_matrix): self.P = P.copy() self.exact_errors = [] self.bh_errors = [] self.fft_errors = [] def __call__(self, iteration: int, error: float, embedding: TSNEEmbedding): exact_error = kl_divergence.kl_divergence_exact(self.P.toarray(), embedding) bh_error = kl_divergence.kl_divergence_approx_bh( self.P.indices, self.P.indptr, self.P.data, embedding ) fft_error = kl_divergence.kl_divergence_approx_fft( self.P.indices, self.P.indptr, self.P.data, embedding ) self.exact_errors.append(exact_error) self.bh_errors.append(bh_error) self.fft_errors.append(fft_error) def report(self): exact_errors = np.array(self.exact_errors) bh_errors = np.array(self.bh_errors) fft_errors = np.array(self.fft_errors) bh_diff = bh_errors - exact_errors print( "Barnes-Hut: mean difference %.4f (±%.4f)" % (np.mean(bh_diff), np.std(bh_diff)) ) fft_diff = fft_errors - exact_errors print( "Interpolation: mean difference %.4f (±%.4f)" % (np.mean(fft_diff), np.std(fft_diff)) ) openTSNE-1.0.2/openTSNE/dependencies/000077500000000000000000000000001465662743300172465ustar00rootroot00000000000000openTSNE-1.0.2/openTSNE/dependencies/__init__.py000066400000000000000000000000001465662743300213450ustar00rootroot00000000000000openTSNE-1.0.2/openTSNE/dependencies/annoy/000077500000000000000000000000001465662743300203725ustar00rootroot00000000000000openTSNE-1.0.2/openTSNE/dependencies/annoy/__init__.py000066400000000000000000000000521465662743300225000ustar00rootroot00000000000000from .annoylib import Annoy as AnnoyIndex openTSNE-1.0.2/openTSNE/dependencies/annoy/annoylib.h000066400000000000000000001277751465662743300224010ustar00rootroot00000000000000// Copyright (c) 2013 Spotify AB // // Licensed under the Apache License, Version 2.0 (the "License"); you may not // use this file except in compliance with the License. You may obtain a copy of // the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, WITHOUT // WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the // License for the specific language governing permissions and limitations under // the License. #ifndef ANNOYLIB_H #define ANNOYLIB_H #include #include #ifndef _MSC_VER #include #endif #include #include #include #include #include #if defined(_MSC_VER) && _MSC_VER == 1500 typedef unsigned char uint8_t; typedef signed __int32 int32_t; typedef unsigned __int64 uint64_t; typedef signed __int64 int64_t; #else #include #endif #if defined(_MSC_VER) || defined(__MINGW32__) // a bit hacky, but override some definitions to support 64 bit #define off_t int64_t #define lseek_getsize(fd) _lseeki64(fd, 0, SEEK_END) #ifndef NOMINMAX #define NOMINMAX #endif #include "mman.h" #include #else #include #define lseek_getsize(fd) lseek(fd, 0, SEEK_END) #endif #include #include #include #include #include #include #include #ifdef ANNOYLIB_MULTITHREADED_BUILD #include #include #include #endif #ifdef _MSC_VER // Needed for Visual Studio to disable runtime checks for mempcy #pragma runtime_checks("s", off) #endif // This allows others to supply their own logger / error printer without // requiring Annoy to import their headers. See RcppAnnoy for a use case. #ifndef __ERROR_PRINTER_OVERRIDE__ #define showUpdate(...) { fprintf(stderr, __VA_ARGS__ ); } #else #define showUpdate(...) { __ERROR_PRINTER_OVERRIDE__( __VA_ARGS__ ); } #endif // Portable alloc definition, cf Writing R Extensions, Section 1.6.4 #ifdef __GNUC__ // Includes GCC, clang and Intel compilers # undef alloca # define alloca(x) __builtin_alloca((x)) #elif defined(__sun) || defined(_AIX) // this is necessary (and sufficient) for Solaris 10 and AIX 6: # include #endif inline void set_error_from_errno(char **error, const char* msg) { showUpdate("%s: %s (%d)\n", msg, strerror(errno), errno); if (error) { *error = (char *)malloc(256); // TODO: win doesn't support snprintf sprintf(*error, "%s: %s (%d)", msg, strerror(errno), errno); } } inline void set_error_from_string(char **error, const char* msg) { showUpdate("%s\n", msg); if (error) { *error = (char *)malloc(strlen(msg) + 1); strcpy(*error, msg); } } // We let the v array in the Node struct take whatever space is needed, so this is a mostly insignificant number. // Compilers need *some* size defined for the v array, and some memory checking tools will flag for buffer overruns if this is set too low. #define V_ARRAY_SIZE 65536 #ifndef _MSC_VER #define popcount __builtin_popcountll #else // See #293, #358 #define popcount cole_popcount #endif #if !defined(NO_MANUAL_VECTORIZATION) && defined(__GNUC__) && (__GNUC__ >6) && defined(__AVX512F__) // See #402 #define USE_AVX512 #elif !defined(NO_MANUAL_VECTORIZATION) && defined(__AVX__) && defined (__SSE__) && defined(__SSE2__) && defined(__SSE3__) #define USE_AVX #else #endif #if defined(USE_AVX) || defined(USE_AVX512) #if defined(_MSC_VER) #include #elif defined(__GNUC__) #include #endif #endif #if !defined(__MINGW32__) #define FTRUNCATE_SIZE(x) static_cast(x) #else #define FTRUNCATE_SIZE(x) (x) #endif using std::vector; using std::pair; using std::numeric_limits; using std::make_pair; inline bool remap_memory_and_truncate(void** _ptr, int _fd, size_t old_size, size_t new_size) { #ifdef __linux__ *_ptr = mremap(*_ptr, old_size, new_size, MREMAP_MAYMOVE); bool ok = ftruncate(_fd, new_size) != -1; #else munmap(*_ptr, old_size); bool ok = ftruncate(_fd, FTRUNCATE_SIZE(new_size)) != -1; #ifdef MAP_POPULATE *_ptr = mmap(*_ptr, new_size, PROT_READ | PROT_WRITE, MAP_SHARED | MAP_POPULATE, _fd, 0); #else *_ptr = mmap(*_ptr, new_size, PROT_READ | PROT_WRITE, MAP_SHARED, _fd, 0); #endif #endif return ok; } namespace { template inline Node* get_node_ptr(const void* _nodes, const size_t _s, const S i) { return (Node*)((uint8_t *)_nodes + (_s * i)); } template inline T dot(const T* x, const T* y, int f) { T s = 0; for (int z = 0; z < f; z++) { s += (*x) * (*y); x++; y++; } return s; } template inline T manhattan_distance(const T* x, const T* y, int f) { T d = 0.0; for (int i = 0; i < f; i++) d += fabs(x[i] - y[i]); return d; } template inline T euclidean_distance(const T* x, const T* y, int f) { // Don't use dot-product: avoid catastrophic cancellation in #314. T d = 0.0; for (int i = 0; i < f; ++i) { const T tmp=*x - *y; d += tmp * tmp; ++x; ++y; } return d; } #ifdef USE_AVX // Horizontal single sum of 256bit vector. inline float hsum256_ps_avx(__m256 v) { const __m128 x128 = _mm_add_ps(_mm256_extractf128_ps(v, 1), _mm256_castps256_ps128(v)); const __m128 x64 = _mm_add_ps(x128, _mm_movehl_ps(x128, x128)); const __m128 x32 = _mm_add_ss(x64, _mm_shuffle_ps(x64, x64, 0x55)); return _mm_cvtss_f32(x32); } template<> inline float dot(const float* x, const float *y, int f) { float result = 0; if (f > 7) { __m256 d = _mm256_setzero_ps(); for (; f > 7; f -= 8) { d = _mm256_add_ps(d, _mm256_mul_ps(_mm256_loadu_ps(x), _mm256_loadu_ps(y))); x += 8; y += 8; } // Sum all floats in dot register. result += hsum256_ps_avx(d); } // Don't forget the remaining values. for (; f > 0; f--) { result += *x * *y; x++; y++; } return result; } template<> inline float manhattan_distance(const float* x, const float* y, int f) { float result = 0; int i = f; if (f > 7) { __m256 manhattan = _mm256_setzero_ps(); __m256 minus_zero = _mm256_set1_ps(-0.0f); for (; i > 7; i -= 8) { const __m256 x_minus_y = _mm256_sub_ps(_mm256_loadu_ps(x), _mm256_loadu_ps(y)); const __m256 distance = _mm256_andnot_ps(minus_zero, x_minus_y); // Absolute value of x_minus_y (forces sign bit to zero) manhattan = _mm256_add_ps(manhattan, distance); x += 8; y += 8; } // Sum all floats in manhattan register. result = hsum256_ps_avx(manhattan); } // Don't forget the remaining values. for (; i > 0; i--) { result += fabsf(*x - *y); x++; y++; } return result; } template<> inline float euclidean_distance(const float* x, const float* y, int f) { float result=0; if (f > 7) { __m256 d = _mm256_setzero_ps(); for (; f > 7; f -= 8) { const __m256 diff = _mm256_sub_ps(_mm256_loadu_ps(x), _mm256_loadu_ps(y)); d = _mm256_add_ps(d, _mm256_mul_ps(diff, diff)); // no support for fmadd in AVX... x += 8; y += 8; } // Sum all floats in dot register. result = hsum256_ps_avx(d); } // Don't forget the remaining values. for (; f > 0; f--) { float tmp = *x - *y; result += tmp * tmp; x++; y++; } return result; } #endif #ifdef USE_AVX512 template<> inline float dot(const float* x, const float *y, int f) { float result = 0; if (f > 15) { __m512 d = _mm512_setzero_ps(); for (; f > 15; f -= 16) { //AVX512F includes FMA d = _mm512_fmadd_ps(_mm512_loadu_ps(x), _mm512_loadu_ps(y), d); x += 16; y += 16; } // Sum all floats in dot register. result += _mm512_reduce_add_ps(d); } // Don't forget the remaining values. for (; f > 0; f--) { result += *x * *y; x++; y++; } return result; } template<> inline float manhattan_distance(const float* x, const float* y, int f) { float result = 0; int i = f; if (f > 15) { __m512 manhattan = _mm512_setzero_ps(); for (; i > 15; i -= 16) { const __m512 x_minus_y = _mm512_sub_ps(_mm512_loadu_ps(x), _mm512_loadu_ps(y)); manhattan = _mm512_add_ps(manhattan, _mm512_abs_ps(x_minus_y)); x += 16; y += 16; } // Sum all floats in manhattan register. result = _mm512_reduce_add_ps(manhattan); } // Don't forget the remaining values. for (; i > 0; i--) { result += fabsf(*x - *y); x++; y++; } return result; } template<> inline float euclidean_distance(const float* x, const float* y, int f) { float result=0; if (f > 15) { __m512 d = _mm512_setzero_ps(); for (; f > 15; f -= 16) { const __m512 diff = _mm512_sub_ps(_mm512_loadu_ps(x), _mm512_loadu_ps(y)); d = _mm512_fmadd_ps(diff, diff, d); x += 16; y += 16; } // Sum all floats in dot register. result = _mm512_reduce_add_ps(d); } // Don't forget the remaining values. for (; f > 0; f--) { float tmp = *x - *y; result += tmp * tmp; x++; y++; } return result; } #endif template inline T get_norm(T* v, int f) { return sqrt(dot(v, v, f)); } template inline void two_means(const vector& nodes, int f, Random& random, bool cosine, Node* p, Node* q) { /* This algorithm is a huge heuristic. Empirically it works really well, but I can't motivate it well. The basic idea is to keep two centroids and assign points to either one of them. We weight each centroid by the number of points assigned to it, so to balance it. */ static int iteration_steps = 200; size_t count = nodes.size(); size_t i = random.index(count); size_t j = random.index(count-1); j += (j >= i); // ensure that i != j Distance::template copy_node(p, nodes[i], f); Distance::template copy_node(q, nodes[j], f); if (cosine) { Distance::template normalize(p, f); Distance::template normalize(q, f); } Distance::init_node(p, f); Distance::init_node(q, f); int ic = 1, jc = 1; for (int l = 0; l < iteration_steps; l++) { size_t k = random.index(count); T di = ic * Distance::distance(p, nodes[k], f), dj = jc * Distance::distance(q, nodes[k], f); T norm = cosine ? get_norm(nodes[k]->v, f) : 1; if (!(norm > T(0))) { continue; } if (di < dj) { for (int z = 0; z < f; z++) p->v[z] = (p->v[z] * ic + nodes[k]->v[z] / norm) / (ic + 1); Distance::init_node(p, f); ic++; } else if (dj < di) { for (int z = 0; z < f; z++) q->v[z] = (q->v[z] * jc + nodes[k]->v[z] / norm) / (jc + 1); Distance::init_node(q, f); jc++; } } } } // namespace struct Base { template static inline void preprocess(void* nodes, size_t _s, const S node_count, const int f) { // Override this in specific metric structs below if you need to do any pre-processing // on the entire set of nodes passed into this index. } template static inline void zero_value(Node* dest) { // Initialize any fields that require sane defaults within this node. } template static inline void copy_node(Node* dest, const Node* source, const int f) { memcpy(dest->v, source->v, f * sizeof(T)); } template static inline void normalize(Node* node, int f) { T norm = get_norm(node->v, f); if (norm > 0) { for (int z = 0; z < f; z++) node->v[z] /= norm; } } }; struct Angular : Base { template struct Node { /* * We store a binary tree where each node has two things * - A vector associated with it * - Two children * All nodes occupy the same amount of memory * All nodes with n_descendants == 1 are leaf nodes. * A memory optimization is that for nodes with 2 <= n_descendants <= K, * we skip the vector. Instead we store a list of all descendants. K is * determined by the number of items that fits in the space of the vector. * For nodes with n_descendants == 1 the vector is a data point. * For nodes with n_descendants > K the vector is the normal of the split plane. * Note that we can't really do sizeof(node) because we cheat and allocate * more memory to be able to fit the vector outside */ S n_descendants; union { S children[2]; // Will possibly store more than 2 T norm; }; T v[V_ARRAY_SIZE]; }; template static inline T distance(const Node* x, const Node* y, int f) { // want to calculate (a/|a| - b/|b|)^2 // = a^2 / a^2 + b^2 / b^2 - 2ab/|a||b| // = 2 - 2cos T pp = x->norm ? x->norm : dot(x->v, x->v, f); // For backwards compatibility reasons, we need to fall back and compute the norm here T qq = y->norm ? y->norm : dot(y->v, y->v, f); T pq = dot(x->v, y->v, f); T ppqq = pp * qq; if (ppqq > 0) return 2.0 - 2.0 * pq / sqrt(ppqq); else return 2.0; // cos is 0 } template static inline T margin(const Node* n, const T* y, int f) { return dot(n->v, y, f); } template static inline bool side(const Node* n, const T* y, int f, Random& random) { T dot = margin(n, y, f); if (dot != 0) return (dot > 0); else return (bool)random.flip(); } template static inline void create_split(const vector*>& nodes, int f, size_t s, Random& random, Node* n) { Node* p = (Node*)alloca(s); Node* q = (Node*)alloca(s); two_means >(nodes, f, random, true, p, q); for (int z = 0; z < f; z++) n->v[z] = p->v[z] - q->v[z]; Base::normalize >(n, f); } template static inline T normalized_distance(T distance) { // Used when requesting distances from Python layer // Turns out sometimes the squared distance is -0.0 // so we have to make sure it's a positive number. return sqrt(std::max(distance, T(0))); } template static inline T pq_distance(T distance, T margin, int child_nr) { if (child_nr == 0) margin = -margin; return std::min(distance, margin); } template static inline T pq_initial_value() { return numeric_limits::infinity(); } template static inline void init_node(Node* n, int f) { n->norm = dot(n->v, n->v, f); } static const char* name() { return "angular"; } }; struct DotProduct : Angular { template struct Node { /* * This is an extension of the Angular node with an extra attribute for the scaled norm. */ S n_descendants; S children[2]; // Will possibly store more than 2 T dot_factor; T v[V_ARRAY_SIZE]; }; static const char* name() { return "dot"; } template static inline T distance(const Node* x, const Node* y, int f) { return -dot(x->v, y->v, f); } template static inline void zero_value(Node* dest) { dest->dot_factor = 0; } template static inline void init_node(Node* n, int f) { } template static inline void copy_node(Node* dest, const Node* source, const int f) { memcpy(dest->v, source->v, f * sizeof(T)); dest->dot_factor = source->dot_factor; } template static inline void create_split(const vector*>& nodes, int f, size_t s, Random& random, Node* n) { Node* p = (Node*)alloca(s); Node* q = (Node*)alloca(s); DotProduct::zero_value(p); DotProduct::zero_value(q); two_means >(nodes, f, random, true, p, q); for (int z = 0; z < f; z++) n->v[z] = p->v[z] - q->v[z]; n->dot_factor = p->dot_factor - q->dot_factor; DotProduct::normalize >(n, f); } template static inline void normalize(Node* node, int f) { T norm = sqrt(dot(node->v, node->v, f) + pow(node->dot_factor, 2)); if (norm > 0) { for (int z = 0; z < f; z++) node->v[z] /= norm; node->dot_factor /= norm; } } template static inline T margin(const Node* n, const T* y, int f) { return dot(n->v, y, f) + (n->dot_factor * n->dot_factor); } template static inline bool side(const Node* n, const T* y, int f, Random& random) { T dot = margin(n, y, f); if (dot != 0) return (dot > 0); else return (bool)random.flip(); } template static inline T normalized_distance(T distance) { return -distance; } template static inline void preprocess(void* nodes, size_t _s, const S node_count, const int f) { // This uses a method from Microsoft Research for transforming inner product spaces to cosine/angular-compatible spaces. // (Bachrach et al., 2014, see https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/XboxInnerProduct.pdf) // Step one: compute the norm of each vector and store that in its extra dimension (f-1) for (S i = 0; i < node_count; i++) { Node* node = get_node_ptr(nodes, _s, i); T d = dot(node->v, node->v, f); T norm = d < 0 ? 0 : sqrt(d); node->dot_factor = norm; } // Step two: find the maximum norm T max_norm = 0; for (S i = 0; i < node_count; i++) { Node* node = get_node_ptr(nodes, _s, i); if (node->dot_factor > max_norm) { max_norm = node->dot_factor; } } // Step three: set each vector's extra dimension to sqrt(max_norm^2 - norm^2) for (S i = 0; i < node_count; i++) { Node* node = get_node_ptr(nodes, _s, i); T node_norm = node->dot_factor; T squared_norm_diff = pow(max_norm, static_cast(2.0)) - pow(node_norm, static_cast(2.0)); T dot_factor = squared_norm_diff < 0 ? 0 : sqrt(squared_norm_diff); node->dot_factor = dot_factor; } } }; struct Hamming : Base { template struct Node { S n_descendants; S children[2]; T v[V_ARRAY_SIZE]; }; static const size_t max_iterations = 20; template static inline T pq_distance(T distance, T margin, int child_nr) { return distance - (margin != (unsigned int) child_nr); } template static inline T pq_initial_value() { return numeric_limits::max(); } template static inline int cole_popcount(T v) { // Note: Only used with MSVC 9, which lacks intrinsics and fails to // calculate std::bitset::count for v > 32bit. Uses the generalized // approach by Eric Cole. // See https://graphics.stanford.edu/~seander/bithacks.html#CountBitsSet64 v = v - ((v >> 1) & (T)~(T)0/3); v = (v & (T)~(T)0/15*3) + ((v >> 2) & (T)~(T)0/15*3); v = (v + (v >> 4)) & (T)~(T)0/255*15; return (T)(v * ((T)~(T)0/255)) >> (sizeof(T) - 1) * 8; } template static inline T distance(const Node* x, const Node* y, int f) { size_t dist = 0; for (int i = 0; i < f; i++) { dist += popcount(x->v[i] ^ y->v[i]); } return dist; } template static inline bool margin(const Node* n, const T* y, int f) { static const size_t n_bits = sizeof(T) * 8; T chunk = n->v[0] / n_bits; return (y[chunk] & (static_cast(1) << (n_bits - 1 - (n->v[0] % n_bits)))) != 0; } template static inline bool side(const Node* n, const T* y, int f, Random& random) { return margin(n, y, f); } template static inline void create_split(const vector*>& nodes, int f, size_t s, Random& random, Node* n) { size_t cur_size = 0; size_t i = 0; int dim = f * 8 * sizeof(T); for (; i < max_iterations; i++) { // choose random position to split at n->v[0] = random.index(dim); cur_size = 0; for (typename vector*>::const_iterator it = nodes.begin(); it != nodes.end(); ++it) { if (margin(n, (*it)->v, f)) { cur_size++; } } if (cur_size > 0 && cur_size < nodes.size()) { break; } } // brute-force search for splitting coordinate if (i == max_iterations) { int j = 0; for (; j < dim; j++) { n->v[0] = j; cur_size = 0; for (typename vector*>::const_iterator it = nodes.begin(); it != nodes.end(); ++it) { if (margin(n, (*it)->v, f)) { cur_size++; } } if (cur_size > 0 && cur_size < nodes.size()) { break; } } } } template static inline T normalized_distance(T distance) { return distance; } template static inline void init_node(Node* n, int f) { } static const char* name() { return "hamming"; } }; struct Minkowski : Base { template struct Node { S n_descendants; T a; // need an extra constant term to determine the offset of the plane S children[2]; T v[V_ARRAY_SIZE]; }; template static inline T margin(const Node* n, const T* y, int f) { return n->a + dot(n->v, y, f); } template static inline bool side(const Node* n, const T* y, int f, Random& random) { T dot = margin(n, y, f); if (dot != 0) return (dot > 0); else return (bool)random.flip(); } template static inline T pq_distance(T distance, T margin, int child_nr) { if (child_nr == 0) margin = -margin; return std::min(distance, margin); } template static inline T pq_initial_value() { return numeric_limits::infinity(); } }; struct Euclidean : Minkowski { template static inline T distance(const Node* x, const Node* y, int f) { return euclidean_distance(x->v, y->v, f); } template static inline void create_split(const vector*>& nodes, int f, size_t s, Random& random, Node* n) { Node* p = (Node*)alloca(s); Node* q = (Node*)alloca(s); two_means >(nodes, f, random, false, p, q); for (int z = 0; z < f; z++) n->v[z] = p->v[z] - q->v[z]; Base::normalize >(n, f); n->a = 0.0; for (int z = 0; z < f; z++) n->a += -n->v[z] * (p->v[z] + q->v[z]) / 2; } template static inline T normalized_distance(T distance) { return sqrt(std::max(distance, T(0))); } template static inline void init_node(Node* n, int f) { } static const char* name() { return "euclidean"; } }; struct Manhattan : Minkowski { template static inline T distance(const Node* x, const Node* y, int f) { return manhattan_distance(x->v, y->v, f); } template static inline void create_split(const vector*>& nodes, int f, size_t s, Random& random, Node* n) { Node* p = (Node*)alloca(s); Node* q = (Node*)alloca(s); two_means >(nodes, f, random, false, p, q); for (int z = 0; z < f; z++) n->v[z] = p->v[z] - q->v[z]; Base::normalize >(n, f); n->a = 0.0; for (int z = 0; z < f; z++) n->a += -n->v[z] * (p->v[z] + q->v[z]) / 2; } template static inline T normalized_distance(T distance) { return std::max(distance, T(0)); } template static inline void init_node(Node* n, int f) { } static const char* name() { return "manhattan"; } }; template class AnnoyIndexInterface { public: // Note that the methods with an **error argument will allocate memory and write the pointer to that string if error is non-NULL virtual ~AnnoyIndexInterface() {}; virtual bool add_item(S item, const T* w, char** error=NULL) = 0; virtual bool build(int q, int n_threads=-1, char** error=NULL) = 0; virtual bool unbuild(char** error=NULL) = 0; virtual bool save(const char* filename, bool prefault=false, char** error=NULL) = 0; virtual void unload() = 0; virtual bool load(const char* filename, bool prefault=false, char** error=NULL) = 0; virtual T get_distance(S i, S j) const = 0; virtual void get_nns_by_item(S item, size_t n, int search_k, vector* result, vector* distances) const = 0; virtual void get_nns_by_vector(const T* w, size_t n, int search_k, vector* result, vector* distances) const = 0; virtual S get_n_items() const = 0; virtual S get_n_trees() const = 0; virtual void verbose(bool v) = 0; virtual void get_item(S item, T* v) const = 0; virtual void set_seed(int q) = 0; virtual bool on_disk_build(const char* filename, char** error=NULL) = 0; }; template class AnnoyIndex : public AnnoyIndexInterface { /* * We use random projection to build a forest of binary trees of all items. * Basically just split the hyperspace into two sides by a hyperplane, * then recursively split each of those subtrees etc. * We create a tree like this q times. The default q is determined automatically * in such a way that we at most use 2x as much memory as the vectors take. */ public: typedef Distance D; typedef typename D::template Node Node; protected: const int _f; size_t _s; S _n_items; void* _nodes; // Could either be mmapped, or point to a memory buffer that we reallocate S _n_nodes; S _nodes_size; vector _roots; S _K; bool _is_seeded; int _seed; bool _loaded; bool _verbose; int _fd; bool _on_disk; bool _built; public: AnnoyIndex(int f) : _f(f) { _s = offsetof(Node, v) + _f * sizeof(T); // Size of each node _verbose = false; _built = false; _K = (S) (((size_t) (_s - offsetof(Node, children))) / sizeof(S)); // Max number of descendants to fit into node reinitialize(); // Reset everything } ~AnnoyIndex() { unload(); } int get_f() const { return _f; } bool add_item(S item, const T* w, char** error=NULL) { return add_item_impl(item, w, error); } template bool add_item_impl(S item, const W& w, char** error=NULL) { if (_loaded) { set_error_from_string(error, "You can't add an item to a loaded index"); return false; } _allocate_size(item + 1); Node* n = _get(item); D::zero_value(n); n->children[0] = 0; n->children[1] = 0; n->n_descendants = 1; for (int z = 0; z < _f; z++) n->v[z] = w[z]; D::init_node(n, _f); if (item >= _n_items) _n_items = item + 1; return true; } bool on_disk_build(const char* file, char** error=NULL) { _on_disk = true; _fd = open(file, O_RDWR | O_CREAT | O_TRUNC, (int) 0600); if (_fd == -1) { set_error_from_errno(error, "Unable to open"); _fd = 0; return false; } _nodes_size = 1; if (ftruncate(_fd, FTRUNCATE_SIZE(_s) * FTRUNCATE_SIZE(_nodes_size)) == -1) { set_error_from_errno(error, "Unable to truncate"); return false; } #ifdef MAP_POPULATE _nodes = (Node*) mmap(0, _s * _nodes_size, PROT_READ | PROT_WRITE, MAP_SHARED | MAP_POPULATE, _fd, 0); #else _nodes = (Node*) mmap(0, _s * _nodes_size, PROT_READ | PROT_WRITE, MAP_SHARED, _fd, 0); #endif return true; } bool build(int q, int n_threads=-1, char** error=NULL) { if (_loaded) { set_error_from_string(error, "You can't build a loaded index"); return false; } if (_built) { set_error_from_string(error, "You can't build a built index"); return false; } D::template preprocess(_nodes, _s, _n_items, _f); _n_nodes = _n_items; ThreadedBuildPolicy::template build(this, q, n_threads); // Also, copy the roots into the last segment of the array // This way we can load them faster without reading the whole file _allocate_size(_n_nodes + (S)_roots.size()); for (size_t i = 0; i < _roots.size(); i++) memcpy(_get(_n_nodes + (S)i), _get(_roots[i]), _s); _n_nodes += _roots.size(); if (_verbose) showUpdate("has %d nodes\n", _n_nodes); if (_on_disk) { if (!remap_memory_and_truncate(&_nodes, _fd, static_cast(_s) * static_cast(_nodes_size), static_cast(_s) * static_cast(_n_nodes))) { // TODO: this probably creates an index in a corrupt state... not sure what to do set_error_from_errno(error, "Unable to truncate"); return false; } _nodes_size = _n_nodes; } _built = true; return true; } bool unbuild(char** error=NULL) { if (_loaded) { set_error_from_string(error, "You can't unbuild a loaded index"); return false; } _roots.clear(); _n_nodes = _n_items; _built = false; return true; } bool save(const char* filename, bool prefault=false, char** error=NULL) { if (!_built) { set_error_from_string(error, "You can't save an index that hasn't been built"); return false; } if (_on_disk) { return true; } else { // Delete file if it already exists (See issue #335) unlink(filename); FILE *f = fopen(filename, "wb"); if (f == NULL) { set_error_from_errno(error, "Unable to open"); return false; } if (fwrite(_nodes, _s, _n_nodes, f) != (size_t) _n_nodes) { set_error_from_errno(error, "Unable to write"); return false; } if (fclose(f) == EOF) { set_error_from_errno(error, "Unable to close"); return false; } unload(); return load(filename, prefault, error); } } void reinitialize() { _fd = 0; _nodes = NULL; _loaded = false; _n_items = 0; _n_nodes = 0; _nodes_size = 0; _on_disk = false; _is_seeded = false; _roots.clear(); } void unload() { if (_on_disk && _fd) { close(_fd); munmap(_nodes, _s * _nodes_size); } else { if (_fd) { // we have mmapped data close(_fd); munmap(_nodes, _n_nodes * _s); } else if (_nodes) { // We have heap allocated data free(_nodes); } } reinitialize(); if (_verbose) showUpdate("unloaded\n"); } bool load(const char* filename, bool prefault=false, char** error=NULL) { _fd = open(filename, O_RDONLY, (int)0400); if (_fd == -1) { set_error_from_errno(error, "Unable to open"); _fd = 0; return false; } off_t size = lseek_getsize(_fd); if (size == -1) { set_error_from_errno(error, "Unable to get size"); return false; } else if (size == 0) { set_error_from_errno(error, "Size of file is zero"); return false; } else if (size % _s) { // Something is fishy with this index! set_error_from_errno(error, "Index size is not a multiple of vector size. Ensure you are opening using the same metric you used to create the index."); return false; } int flags = MAP_SHARED; if (prefault) { #ifdef MAP_POPULATE flags |= MAP_POPULATE; #else showUpdate("prefault is set to true, but MAP_POPULATE is not defined on this platform"); #endif } _nodes = (Node*)mmap(0, size, PROT_READ, flags, _fd, 0); _n_nodes = (S)(size / _s); // Find the roots by scanning the end of the file and taking the nodes with most descendants _roots.clear(); S m = -1; for (S i = _n_nodes - 1; i >= 0; i--) { S k = _get(i)->n_descendants; if (m == -1 || k == m) { _roots.push_back(i); m = k; } else { break; } } // hacky fix: since the last root precedes the copy of all roots, delete it if (_roots.size() > 1 && _get(_roots.front())->children[0] == _get(_roots.back())->children[0]) _roots.pop_back(); _loaded = true; _built = true; _n_items = m; if (_verbose) showUpdate("found %lu roots with degree %d\n", _roots.size(), m); return true; } T get_distance(S i, S j) const { return D::normalized_distance(D::distance(_get(i), _get(j), _f)); } void get_nns_by_item(S item, size_t n, int search_k, vector* result, vector* distances) const { // TODO: handle OOB const Node* m = _get(item); _get_all_nns(m->v, n, search_k, result, distances); } void get_nns_by_vector(const T* w, size_t n, int search_k, vector* result, vector* distances) const { _get_all_nns(w, n, search_k, result, distances); } S get_n_items() const { return _n_items; } S get_n_trees() const { return (S)_roots.size(); } void verbose(bool v) { _verbose = v; } void get_item(S item, T* v) const { // TODO: handle OOB Node* m = _get(item); memcpy(v, m->v, (_f) * sizeof(T)); } void set_seed(int seed) { _is_seeded = true; _seed = seed; } void thread_build(int q, int thread_idx, ThreadedBuildPolicy& threaded_build_policy) { Random _random; // Each thread needs its own seed, otherwise each thread would be building the same tree(s) int seed = _is_seeded ? _seed + thread_idx : thread_idx; _random.set_seed(seed); vector thread_roots; while (1) { if (q == -1) { threaded_build_policy.lock_n_nodes(); if (_n_nodes >= 2 * _n_items) { threaded_build_policy.unlock_n_nodes(); break; } threaded_build_policy.unlock_n_nodes(); } else { if (thread_roots.size() >= (size_t)q) { break; } } if (_verbose) showUpdate("pass %zd...\n", thread_roots.size()); vector indices; threaded_build_policy.lock_shared_nodes(); for (S i = 0; i < _n_items; i++) { if (_get(i)->n_descendants >= 1) { // Issue #223 indices.push_back(i); } } threaded_build_policy.unlock_shared_nodes(); thread_roots.push_back(_make_tree(indices, true, _random, threaded_build_policy)); } threaded_build_policy.lock_roots(); _roots.insert(_roots.end(), thread_roots.begin(), thread_roots.end()); threaded_build_policy.unlock_roots(); } protected: void _reallocate_nodes(S n) { const double reallocation_factor = 1.3; S new_nodes_size = std::max(n, (S) ((_nodes_size + 1) * reallocation_factor)); void *old = _nodes; if (_on_disk) { if (!remap_memory_and_truncate(&_nodes, _fd, static_cast(_s) * static_cast(_nodes_size), static_cast(_s) * static_cast(new_nodes_size)) && _verbose) showUpdate("File truncation error\n"); } else { _nodes = realloc(_nodes, _s * new_nodes_size); memset((char *) _nodes + (_nodes_size * _s) / sizeof(char), 0, (new_nodes_size - _nodes_size) * _s); } _nodes_size = new_nodes_size; if (_verbose) showUpdate("Reallocating to %d nodes: old_address=%p, new_address=%p\n", new_nodes_size, old, _nodes); } void _allocate_size(S n, ThreadedBuildPolicy& threaded_build_policy) { if (n > _nodes_size) { threaded_build_policy.lock_nodes(); _reallocate_nodes(n); threaded_build_policy.unlock_nodes(); } } void _allocate_size(S n) { if (n > _nodes_size) { _reallocate_nodes(n); } } Node* _get(const S i) const { return get_node_ptr(_nodes, _s, i); } double _split_imbalance(const vector& left_indices, const vector& right_indices) { double ls = (float)left_indices.size(); double rs = (float)right_indices.size(); float f = ls / (ls + rs + 1e-9); // Avoid 0/0 return std::max(f, 1-f); } S _make_tree(const vector& indices, bool is_root, Random& _random, ThreadedBuildPolicy& threaded_build_policy) { // The basic rule is that if we have <= _K items, then it's a leaf node, otherwise it's a split node. // There's some regrettable complications caused by the problem that root nodes have to be "special": // 1. We identify root nodes by the arguable logic that _n_items == n->n_descendants, regardless of how many descendants they actually have // 2. Root nodes with only 1 child need to be a "dummy" parent // 3. Due to the _n_items "hack", we need to be careful with the cases where _n_items <= _K or _n_items > _K if (indices.size() == 1 && !is_root) return indices[0]; if (indices.size() <= (size_t)_K && (!is_root || (size_t)_n_items <= (size_t)_K || indices.size() == 1)) { threaded_build_policy.lock_n_nodes(); _allocate_size(_n_nodes + 1, threaded_build_policy); S item = _n_nodes++; threaded_build_policy.unlock_n_nodes(); threaded_build_policy.lock_shared_nodes(); Node* m = _get(item); m->n_descendants = is_root ? _n_items : (S)indices.size(); // Using std::copy instead of a loop seems to resolve issues #3 and #13, // probably because gcc 4.8 goes overboard with optimizations. // Using memcpy instead of std::copy for MSVC compatibility. #235 // Only copy when necessary to avoid crash in MSVC 9. #293 if (!indices.empty()) memcpy(m->children, &indices[0], indices.size() * sizeof(S)); threaded_build_policy.unlock_shared_nodes(); return item; } threaded_build_policy.lock_shared_nodes(); vector children; for (size_t i = 0; i < indices.size(); i++) { S j = indices[i]; Node* n = _get(j); if (n) children.push_back(n); } vector children_indices[2]; Node* m = (Node*)alloca(_s); for (int attempt = 0; attempt < 3; attempt++) { children_indices[0].clear(); children_indices[1].clear(); D::create_split(children, _f, _s, _random, m); for (size_t i = 0; i < indices.size(); i++) { S j = indices[i]; Node* n = _get(j); if (n) { bool side = D::side(m, n->v, _f, _random); children_indices[side].push_back(j); } else { showUpdate("No node for index %d?\n", j); } } if (_split_imbalance(children_indices[0], children_indices[1]) < 0.95) break; } threaded_build_policy.unlock_shared_nodes(); // If we didn't find a hyperplane, just randomize sides as a last option while (_split_imbalance(children_indices[0], children_indices[1]) > 0.99) { if (_verbose) showUpdate("\tNo hyperplane found (left has %ld children, right has %ld children)\n", children_indices[0].size(), children_indices[1].size()); children_indices[0].clear(); children_indices[1].clear(); // Set the vector to 0.0 for (int z = 0; z < _f; z++) m->v[z] = 0; for (size_t i = 0; i < indices.size(); i++) { S j = indices[i]; // Just randomize... children_indices[_random.flip()].push_back(j); } } int flip = (children_indices[0].size() > children_indices[1].size()); m->n_descendants = is_root ? _n_items : (S)indices.size(); for (int side = 0; side < 2; side++) { // run _make_tree for the smallest child first (for cache locality) m->children[side^flip] = _make_tree(children_indices[side^flip], false, _random, threaded_build_policy); } threaded_build_policy.lock_n_nodes(); _allocate_size(_n_nodes + 1, threaded_build_policy); S item = _n_nodes++; threaded_build_policy.unlock_n_nodes(); threaded_build_policy.lock_shared_nodes(); memcpy(_get(item), m, _s); threaded_build_policy.unlock_shared_nodes(); return item; } void _get_all_nns(const T* v, size_t n, int search_k, vector* result, vector* distances) const { Node* v_node = (Node *)alloca(_s); D::template zero_value(v_node); memcpy(v_node->v, v, sizeof(T) * _f); D::init_node(v_node, _f); std::priority_queue > q; if (search_k == -1) { search_k = n * _roots.size(); } for (size_t i = 0; i < _roots.size(); i++) { q.push(make_pair(Distance::template pq_initial_value(), _roots[i])); } std::vector nns; while (nns.size() < (size_t)search_k && !q.empty()) { const pair& top = q.top(); T d = top.first; S i = top.second; Node* nd = _get(i); q.pop(); if (nd->n_descendants == 1 && i < _n_items) { nns.push_back(i); } else if (nd->n_descendants <= _K) { const S* dst = nd->children; nns.insert(nns.end(), dst, &dst[nd->n_descendants]); } else { T margin = D::margin(nd, v, _f); q.push(make_pair(D::pq_distance(d, margin, 1), static_cast(nd->children[1]))); q.push(make_pair(D::pq_distance(d, margin, 0), static_cast(nd->children[0]))); } } // Get distances for all items // To avoid calculating distance multiple times for any items, sort by id std::sort(nns.begin(), nns.end()); vector > nns_dist; S last = -1; for (size_t i = 0; i < nns.size(); i++) { S j = nns[i]; if (j == last) continue; last = j; if (_get(j)->n_descendants == 1) // This is only to guard a really obscure case, #284 nns_dist.push_back(make_pair(D::distance(v_node, _get(j), _f), j)); } size_t m = nns_dist.size(); size_t p = n < m ? n : m; // Return this many items std::partial_sort(nns_dist.begin(), nns_dist.begin() + p, nns_dist.end()); for (size_t i = 0; i < p; i++) { if (distances) distances->push_back(D::normalized_distance(nns_dist[i].first)); result->push_back(nns_dist[i].second); } } }; class AnnoyIndexSingleThreadedBuildPolicy { public: template static void build(AnnoyIndex* annoy, int q, int n_threads) { AnnoyIndexSingleThreadedBuildPolicy threaded_build_policy; annoy->thread_build(q, 0, threaded_build_policy); } void lock_n_nodes() {} void unlock_n_nodes() {} void lock_nodes() {} void unlock_nodes() {} void lock_shared_nodes() {} void unlock_shared_nodes() {} void lock_roots() {} void unlock_roots() {} }; #ifdef ANNOYLIB_MULTITHREADED_BUILD class AnnoyIndexMultiThreadedBuildPolicy { private: std::shared_timed_mutex nodes_mutex; std::mutex n_nodes_mutex; std::mutex roots_mutex; public: template static void build(AnnoyIndex* annoy, int q, int n_threads) { AnnoyIndexMultiThreadedBuildPolicy threaded_build_policy; if (n_threads == -1) { // If the hardware_concurrency() value is not well defined or not computable, it returns 0. // We guard against this by using at least 1 thread. n_threads = std::max(1, (int)std::thread::hardware_concurrency()); } vector threads(n_threads); for (int thread_idx = 0; thread_idx < n_threads; thread_idx++) { int trees_per_thread = q == -1 ? -1 : (int)floor((q + thread_idx) / n_threads); threads[thread_idx] = std::thread( &AnnoyIndex::thread_build, annoy, trees_per_thread, thread_idx, std::ref(threaded_build_policy) ); } for (auto& thread : threads) { thread.join(); } } void lock_n_nodes() { n_nodes_mutex.lock(); } void unlock_n_nodes() { n_nodes_mutex.unlock(); } void lock_nodes() { nodes_mutex.lock(); } void unlock_nodes() { nodes_mutex.unlock(); } void lock_shared_nodes() { nodes_mutex.lock_shared(); } void unlock_shared_nodes() { nodes_mutex.unlock_shared(); } void lock_roots() { roots_mutex.lock(); } void unlock_roots() { roots_mutex.unlock(); } }; #endif #endif // vim: tabstop=2 shiftwidth=2 openTSNE-1.0.2/openTSNE/dependencies/annoy/annoymodule.cc000066400000000000000000000502451465662743300232410ustar00rootroot00000000000000// Copyright (c) 2013 Spotify AB // // Licensed under the Apache License, Version 2.0 (the "License"); you may not // use this file except in compliance with the License. You may obtain a copy of // the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, WITHOUT // WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the // License for the specific language governing permissions and limitations under // the License. #include "annoylib.h" #include "kissrandom.h" #include "Python.h" #include "structmember.h" #include #if defined(_MSC_VER) && _MSC_VER == 1500 typedef signed __int32 int32_t; #else #include #endif #if defined(USE_AVX512) #define AVX_INFO "Using 512-bit AVX instructions" #elif defined(USE_AVX128) #define AVX_INFO "Using 128-bit AVX instructions" #else #define AVX_INFO "Not using AVX instructions" #endif #if defined(_MSC_VER) #define COMPILER_INFO "Compiled using MSC" #elif defined(__GNUC__) #define COMPILER_INFO "Compiled on GCC" #else #define COMPILER_INFO "Compiled on unknown platform" #endif #define ANNOY_DOC (COMPILER_INFO ". " AVX_INFO ".") #if PY_MAJOR_VERSION >= 3 #define IS_PY3K #endif #ifndef Py_TYPE #define Py_TYPE(ob) (((PyObject*)(ob))->ob_type) #endif #ifdef IS_PY3K #define PyInt_FromLong PyLong_FromLong #endif #ifdef ANNOYLIB_MULTITHREADED_BUILD typedef AnnoyIndexMultiThreadedBuildPolicy AnnoyIndexThreadedBuildPolicy; #else typedef AnnoyIndexSingleThreadedBuildPolicy AnnoyIndexThreadedBuildPolicy; #endif template class AnnoyIndexInterface; class HammingWrapper : public AnnoyIndexInterface { // Wrapper class for Hamming distance, using composition. // This translates binary (float) vectors into packed uint64_t vectors. // This is questionable from a performance point of view. Should reconsider this solution. private: int32_t _f_external, _f_internal; AnnoyIndex _index; void _pack(const float* src, uint64_t* dst) const { for (int32_t i = 0; i < _f_internal; i++) { dst[i] = 0; for (int32_t j = 0; j < 64 && i*64+j < _f_external; j++) { dst[i] |= (uint64_t)(src[i * 64 + j] > 0.5) << j; } } }; void _unpack(const uint64_t* src, float* dst) const { for (int32_t i = 0; i < _f_external; i++) { dst[i] = (src[i / 64] >> (i % 64)) & 1; } }; public: HammingWrapper(int f) : _f_external(f), _f_internal((f + 63) / 64), _index((f + 63) / 64) {}; bool add_item(int32_t item, const float* w, char**error) { vector w_internal(_f_internal, 0); _pack(w, &w_internal[0]); return _index.add_item(item, &w_internal[0], error); }; bool build(int q, int n_threads, char** error) { return _index.build(q, n_threads, error); }; bool unbuild(char** error) { return _index.unbuild(error); }; bool save(const char* filename, bool prefault, char** error) { return _index.save(filename, prefault, error); }; void unload() { _index.unload(); }; bool load(const char* filename, bool prefault, char** error) { return _index.load(filename, prefault, error); }; float get_distance(int32_t i, int32_t j) const { return _index.get_distance(i, j); }; void get_nns_by_item(int32_t item, size_t n, int search_k, vector* result, vector* distances) const { if (distances) { vector distances_internal; _index.get_nns_by_item(item, n, search_k, result, &distances_internal); distances->insert(distances->begin(), distances_internal.begin(), distances_internal.end()); } else { _index.get_nns_by_item(item, n, search_k, result, NULL); } }; void get_nns_by_vector(const float* w, size_t n, int search_k, vector* result, vector* distances) const { vector w_internal(_f_internal, 0); _pack(w, &w_internal[0]); if (distances) { vector distances_internal; _index.get_nns_by_vector(&w_internal[0], n, search_k, result, &distances_internal); distances->insert(distances->begin(), distances_internal.begin(), distances_internal.end()); } else { _index.get_nns_by_vector(&w_internal[0], n, search_k, result, NULL); } }; int32_t get_n_items() const { return _index.get_n_items(); }; int32_t get_n_trees() const { return _index.get_n_trees(); }; void verbose(bool v) { _index.verbose(v); }; void get_item(int32_t item, float* v) const { vector v_internal(_f_internal, 0); _index.get_item(item, &v_internal[0]); _unpack(&v_internal[0], v); }; void set_seed(int q) { _index.set_seed(q); }; bool on_disk_build(const char* filename, char** error) { return _index.on_disk_build(filename, error); }; }; // annoy python object typedef struct { PyObject_HEAD int f; AnnoyIndexInterface* ptr; } py_annoy; static PyObject * py_an_new(PyTypeObject *type, PyObject *args, PyObject *kwargs) { py_annoy *self = (py_annoy *)type->tp_alloc(type, 0); if (self == NULL) { return NULL; } const char *metric = NULL; static char const * kwlist[] = {"f", "metric", NULL}; if (!PyArg_ParseTupleAndKeywords(args, kwargs, "i|s", (char**)kwlist, &self->f, &metric)) return NULL; if (!metric) { // This keeps coming up, see #368 etc PyErr_WarnEx(PyExc_FutureWarning, "The default argument for metric will be removed " "in future version of Annoy. Please pass metric='angular' explicitly.", 1); self->ptr = new AnnoyIndex(self->f); } else if (!strcmp(metric, "angular")) { self->ptr = new AnnoyIndex(self->f); } else if (!strcmp(metric, "euclidean")) { self->ptr = new AnnoyIndex(self->f); } else if (!strcmp(metric, "manhattan")) { self->ptr = new AnnoyIndex(self->f); } else if (!strcmp(metric, "hamming")) { self->ptr = new HammingWrapper(self->f); } else if (!strcmp(metric, "dot")) { self->ptr = new AnnoyIndex(self->f); } else { PyErr_SetString(PyExc_ValueError, "No such metric"); return NULL; } return (PyObject *)self; } static int py_an_init(py_annoy *self, PyObject *args, PyObject *kwargs) { // Seems to be needed for Python 3 const char *metric = NULL; int f; static char const * kwlist[] = {"f", "metric", NULL}; if (!PyArg_ParseTupleAndKeywords(args, kwargs, "i|s", (char**)kwlist, &f, &metric)) return (int) NULL; return 0; } static void py_an_dealloc(py_annoy* self) { delete self->ptr; Py_TYPE(self)->tp_free((PyObject*)self); } static PyMemberDef py_annoy_members[] = { {(char*)"f", T_INT, offsetof(py_annoy, f), 0, (char*)""}, {NULL} /* Sentinel */ }; static PyObject * py_an_load(py_annoy *self, PyObject *args, PyObject *kwargs) { char *filename, *error; bool prefault = false; if (!self->ptr) return NULL; static char const * kwlist[] = {"fn", "prefault", NULL}; if (!PyArg_ParseTupleAndKeywords(args, kwargs, "s|b", (char**)kwlist, &filename, &prefault)) return NULL; if (!self->ptr->load(filename, prefault, &error)) { PyErr_SetString(PyExc_IOError, error); free(error); return NULL; } Py_RETURN_TRUE; } static PyObject * py_an_save(py_annoy *self, PyObject *args, PyObject *kwargs) { char *filename, *error; bool prefault = false; if (!self->ptr) return NULL; static char const * kwlist[] = {"fn", "prefault", NULL}; if (!PyArg_ParseTupleAndKeywords(args, kwargs, "s|b", (char**)kwlist, &filename, &prefault)) return NULL; if (!self->ptr->save(filename, prefault, &error)) { PyErr_SetString(PyExc_IOError, error); free(error); return NULL; } Py_RETURN_TRUE; } PyObject* get_nns_to_python(const vector& result, const vector& distances, int include_distances) { PyObject* l = PyList_New(result.size()); for (size_t i = 0; i < result.size(); i++) PyList_SetItem(l, i, PyInt_FromLong(result[i])); if (!include_distances) return l; PyObject* d = PyList_New(distances.size()); for (size_t i = 0; i < distances.size(); i++) PyList_SetItem(d, i, PyFloat_FromDouble(distances[i])); PyObject* t = PyTuple_New(2); PyTuple_SetItem(t, 0, l); PyTuple_SetItem(t, 1, d); return t; } bool check_constraints(py_annoy *self, int32_t item, bool building) { if (item < 0) { PyErr_SetString(PyExc_IndexError, "Item index can not be negative"); return false; } else if (!building && item >= self->ptr->get_n_items()) { PyErr_SetString(PyExc_IndexError, "Item index larger than the largest item index"); return false; } else { return true; } } static PyObject* py_an_get_nns_by_item(py_annoy *self, PyObject *args, PyObject *kwargs) { int32_t item, n, search_k=-1, include_distances=0; if (!self->ptr) return NULL; static char const * kwlist[] = {"i", "n", "search_k", "include_distances", NULL}; if (!PyArg_ParseTupleAndKeywords(args, kwargs, "ii|ii", (char**)kwlist, &item, &n, &search_k, &include_distances)) return NULL; if (!check_constraints(self, item, false)) { return NULL; } vector result; vector distances; Py_BEGIN_ALLOW_THREADS; self->ptr->get_nns_by_item(item, n, search_k, &result, include_distances ? &distances : NULL); Py_END_ALLOW_THREADS; return get_nns_to_python(result, distances, include_distances); } bool convert_list_to_vector(PyObject* v, int f, vector* w) { if (PyObject_Size(v) == -1) { char buf[256]; snprintf(buf, 256, "Expected an iterable, got an object of type \"%s\"", v->ob_type->tp_name); PyErr_SetString(PyExc_ValueError, buf); return false; } if (PyObject_Size(v) != f) { char buf[128]; snprintf(buf, 128, "Vector has wrong length (expected %d, got %ld)", f, PyObject_Size(v)); PyErr_SetString(PyExc_IndexError, buf); return false; } for (int z = 0; z < f; z++) { PyObject *key = PyInt_FromLong(z); PyObject *pf = PyObject_GetItem(v, key); (*w)[z] = PyFloat_AsDouble(pf); Py_DECREF(key); Py_DECREF(pf); } return true; } static PyObject* py_an_get_nns_by_vector(py_annoy *self, PyObject *args, PyObject *kwargs) { PyObject* v; int32_t n, search_k=-1, include_distances=0; if (!self->ptr) return NULL; static char const * kwlist[] = {"vector", "n", "search_k", "include_distances", NULL}; if (!PyArg_ParseTupleAndKeywords(args, kwargs, "Oi|ii", (char**)kwlist, &v, &n, &search_k, &include_distances)) return NULL; vector w(self->f); if (!convert_list_to_vector(v, self->f, &w)) { return NULL; } vector result; vector distances; Py_BEGIN_ALLOW_THREADS; self->ptr->get_nns_by_vector(&w[0], n, search_k, &result, include_distances ? &distances : NULL); Py_END_ALLOW_THREADS; return get_nns_to_python(result, distances, include_distances); } static PyObject* py_an_get_item_vector(py_annoy *self, PyObject *args) { int32_t item; if (!self->ptr) return NULL; if (!PyArg_ParseTuple(args, "i", &item)) return NULL; if (!check_constraints(self, item, false)) { return NULL; } vector v(self->f); self->ptr->get_item(item, &v[0]); PyObject* l = PyList_New(self->f); for (int z = 0; z < self->f; z++) { PyList_SetItem(l, z, PyFloat_FromDouble(v[z])); } return l; } static PyObject* py_an_add_item(py_annoy *self, PyObject *args, PyObject* kwargs) { PyObject* v; int32_t item; if (!self->ptr) return NULL; static char const * kwlist[] = {"i", "vector", NULL}; if (!PyArg_ParseTupleAndKeywords(args, kwargs, "iO", (char**)kwlist, &item, &v)) return NULL; if (!check_constraints(self, item, true)) { return NULL; } vector w(self->f); if (!convert_list_to_vector(v, self->f, &w)) { return NULL; } char* error; if (!self->ptr->add_item(item, &w[0], &error)) { PyErr_SetString(PyExc_Exception, error); free(error); return NULL; } Py_RETURN_NONE; } static PyObject * py_an_on_disk_build(py_annoy *self, PyObject *args, PyObject *kwargs) { char *filename, *error; if (!self->ptr) return NULL; static char const * kwlist[] = {"fn", NULL}; if (!PyArg_ParseTupleAndKeywords(args, kwargs, "s", (char**)kwlist, &filename)) return NULL; if (!self->ptr->on_disk_build(filename, &error)) { PyErr_SetString(PyExc_IOError, error); free(error); return NULL; } Py_RETURN_TRUE; } static PyObject * py_an_build(py_annoy *self, PyObject *args, PyObject *kwargs) { int q; int n_jobs = -1; if (!self->ptr) return NULL; static char const * kwlist[] = {"n_trees", "n_jobs", NULL}; if (!PyArg_ParseTupleAndKeywords(args, kwargs, "i|i", (char**)kwlist, &q, &n_jobs)) return NULL; bool res; char* error; Py_BEGIN_ALLOW_THREADS; res = self->ptr->build(q, n_jobs, &error); Py_END_ALLOW_THREADS; if (!res) { PyErr_SetString(PyExc_Exception, error); free(error); return NULL; } Py_RETURN_TRUE; } static PyObject * py_an_unbuild(py_annoy *self) { if (!self->ptr) return NULL; char* error; if (!self->ptr->unbuild(&error)) { PyErr_SetString(PyExc_Exception, error); free(error); return NULL; } Py_RETURN_TRUE; } static PyObject * py_an_unload(py_annoy *self) { if (!self->ptr) return NULL; self->ptr->unload(); Py_RETURN_TRUE; } static PyObject * py_an_get_distance(py_annoy *self, PyObject *args) { int32_t i, j; if (!self->ptr) return NULL; if (!PyArg_ParseTuple(args, "ii", &i, &j)) return NULL; if (!check_constraints(self, i, false) || !check_constraints(self, j, false)) { return NULL; } double d = self->ptr->get_distance(i,j); return PyFloat_FromDouble(d); } static PyObject * py_an_get_n_items(py_annoy *self) { if (!self->ptr) return NULL; int32_t n = self->ptr->get_n_items(); return PyInt_FromLong(n); } static PyObject * py_an_get_n_trees(py_annoy *self) { if (!self->ptr) return NULL; int32_t n = self->ptr->get_n_trees(); return PyInt_FromLong(n); } static PyObject * py_an_verbose(py_annoy *self, PyObject *args) { int verbose; if (!self->ptr) return NULL; if (!PyArg_ParseTuple(args, "i", &verbose)) return NULL; self->ptr->verbose((bool)verbose); Py_RETURN_TRUE; } static PyObject * py_an_set_seed(py_annoy *self, PyObject *args) { int q; if (!self->ptr) return NULL; if (!PyArg_ParseTuple(args, "i", &q)) return NULL; self->ptr->set_seed(q); Py_RETURN_NONE; } static PyMethodDef AnnoyMethods[] = { {"load", (PyCFunction)py_an_load, METH_VARARGS | METH_KEYWORDS, "Loads (mmaps) an index from disk."}, {"save", (PyCFunction)py_an_save, METH_VARARGS | METH_KEYWORDS, "Saves the index to disk."}, {"get_nns_by_item",(PyCFunction)py_an_get_nns_by_item, METH_VARARGS | METH_KEYWORDS, "Returns the `n` closest items to item `i`.\n\n:param search_k: the query will inspect up to `search_k` nodes.\n`search_k` gives you a run-time tradeoff between better accuracy and speed.\n`search_k` defaults to `n_trees * n` if not provided.\n\n:param include_distances: If `True`, this function will return a\n2 element tuple of lists. The first list contains the `n` closest items.\nThe second list contains the corresponding distances."}, {"get_nns_by_vector",(PyCFunction)py_an_get_nns_by_vector, METH_VARARGS | METH_KEYWORDS, "Returns the `n` closest items to vector `vector`.\n\n:param search_k: the query will inspect up to `search_k` nodes.\n`search_k` gives you a run-time tradeoff between better accuracy and speed.\n`search_k` defaults to `n_trees * n` if not provided.\n\n:param include_distances: If `True`, this function will return a\n2 element tuple of lists. The first list contains the `n` closest items.\nThe second list contains the corresponding distances."}, {"get_item_vector",(PyCFunction)py_an_get_item_vector, METH_VARARGS, "Returns the vector for item `i` that was previously added."}, {"add_item",(PyCFunction)py_an_add_item, METH_VARARGS | METH_KEYWORDS, "Adds item `i` (any nonnegative integer) with vector `v`.\n\nNote that it will allocate memory for `max(i)+1` items."}, {"on_disk_build",(PyCFunction)py_an_on_disk_build, METH_VARARGS | METH_KEYWORDS, "Build will be performed with storage on disk instead of RAM."}, {"build",(PyCFunction)py_an_build, METH_VARARGS | METH_KEYWORDS, "Builds a forest of `n_trees` trees.\n\nMore trees give higher precision when querying. After calling `build`,\nno more items can be added. `n_jobs` specifies the number of threads used to build the trees. `n_jobs=-1` uses all available CPU cores."}, {"unbuild",(PyCFunction)py_an_unbuild, METH_NOARGS, "Unbuilds the tree in order to allows adding new items.\n\nbuild() has to be called again afterwards in order to\nrun queries."}, {"unload",(PyCFunction)py_an_unload, METH_NOARGS, "Unloads an index from disk."}, {"get_distance",(PyCFunction)py_an_get_distance, METH_VARARGS, "Returns the distance between items `i` and `j`."}, {"get_n_items",(PyCFunction)py_an_get_n_items, METH_NOARGS, "Returns the number of items in the index."}, {"get_n_trees",(PyCFunction)py_an_get_n_trees, METH_NOARGS, "Returns the number of trees in the index."}, {"verbose",(PyCFunction)py_an_verbose, METH_VARARGS, ""}, {"set_seed",(PyCFunction)py_an_set_seed, METH_VARARGS, "Sets the seed of Annoy's random number generator."}, {NULL, NULL, 0, NULL} /* Sentinel */ }; static PyTypeObject PyAnnoyType = { PyVarObject_HEAD_INIT(NULL, 0) "annoy.Annoy", /*tp_name*/ sizeof(py_annoy), /*tp_basicsize*/ 0, /*tp_itemsize*/ (destructor)py_an_dealloc, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ 0, /*tp_compare*/ 0, /*tp_repr*/ 0, /*tp_as_number*/ 0, /*tp_as_sequence*/ 0, /*tp_as_mapping*/ 0, /*tp_hash */ 0, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ 0, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT | Py_TPFLAGS_BASETYPE, /*tp_flags*/ ANNOY_DOC, /* tp_doc */ 0, /* tp_traverse */ 0, /* tp_clear */ 0, /* tp_richcompare */ 0, /* tp_weaklistoffset */ 0, /* tp_iter */ 0, /* tp_iternext */ AnnoyMethods, /* tp_methods */ py_annoy_members, /* tp_members */ 0, /* tp_getset */ 0, /* tp_base */ 0, /* tp_dict */ 0, /* tp_descr_get */ 0, /* tp_descr_set */ 0, /* tp_dictoffset */ (initproc)py_an_init, /* tp_init */ 0, /* tp_alloc */ py_an_new, /* tp_new */ }; static PyMethodDef module_methods[] = { {NULL} /* Sentinel */ }; #if PY_MAJOR_VERSION >= 3 static struct PyModuleDef moduledef = { PyModuleDef_HEAD_INIT, "annoylib", /* m_name */ ANNOY_DOC, /* m_doc */ -1, /* m_size */ module_methods, /* m_methods */ NULL, /* m_reload */ NULL, /* m_traverse */ NULL, /* m_clear */ NULL, /* m_free */ }; #endif PyObject *create_module(void) { PyObject *m; if (PyType_Ready(&PyAnnoyType) < 0) return NULL; #if PY_MAJOR_VERSION >= 3 m = PyModule_Create(&moduledef); #else m = Py_InitModule("annoylib", module_methods); #endif if (m == NULL) return NULL; Py_INCREF(&PyAnnoyType); PyModule_AddObject(m, "Annoy", (PyObject *)&PyAnnoyType); return m; } #if PY_MAJOR_VERSION >= 3 PyMODINIT_FUNC PyInit_annoylib(void) { return create_module(); // it should return moudule object in py3 } #else PyMODINIT_FUNC initannoylib(void) { create_module(); } #endif // vim: tabstop=2 shiftwidth=2 openTSNE-1.0.2/openTSNE/dependencies/annoy/kissrandom.h000066400000000000000000000044751465662743300227270ustar00rootroot00000000000000#ifndef KISSRANDOM_H #define KISSRANDOM_H #if defined(_MSC_VER) && _MSC_VER == 1500 typedef unsigned __int32 uint32_t; typedef unsigned __int64 uint64_t; #else #include #endif // KISS = "keep it simple, stupid", but high quality random number generator // http://www0.cs.ucl.ac.uk/staff/d.jones/GoodPracticeRNG.pdf -> "Use a good RNG and build it into your code" // http://mathforum.org/kb/message.jspa?messageID=6627731 // https://de.wikipedia.org/wiki/KISS_(Zufallszahlengenerator) // 32 bit KISS struct Kiss32Random { uint32_t x; uint32_t y; uint32_t z; uint32_t c; // seed must be != 0 Kiss32Random(uint32_t seed = 123456789) { x = seed; y = 362436000; z = 521288629; c = 7654321; } uint32_t kiss() { // Linear congruence generator x = 69069 * x + 12345; // Xor shift y ^= y << 13; y ^= y >> 17; y ^= y << 5; // Multiply-with-carry uint64_t t = 698769069ULL * z + c; c = t >> 32; z = (uint32_t) t; return x + y + z; } inline int flip() { // Draw random 0 or 1 return kiss() & 1; } inline size_t index(size_t n) { // Draw random integer between 0 and n-1 where n is at most the number of data points you have return kiss() % n; } inline void set_seed(uint32_t seed) { x = seed; } }; // 64 bit KISS. Use this if you have more than about 2^24 data points ("big data" ;) ) struct Kiss64Random { uint64_t x; uint64_t y; uint64_t z; uint64_t c; // seed must be != 0 Kiss64Random(uint64_t seed = 1234567890987654321ULL) { x = seed; y = 362436362436362436ULL; z = 1066149217761810ULL; c = 123456123456123456ULL; } uint64_t kiss() { // Linear congruence generator z = 6906969069LL*z+1234567; // Xor shift y ^= (y<<13); y ^= (y>>17); y ^= (y<<43); // Multiply-with-carry (uint128_t t = (2^58 + 1) * x + c; c = t >> 64; x = (uint64_t) t) uint64_t t = (x<<58)+c; c = (x>>6); x += t; c += (x #include #include #include #define PROT_NONE 0 #define PROT_READ 1 #define PROT_WRITE 2 #define PROT_EXEC 4 #define MAP_FILE 0 #define MAP_SHARED 1 #define MAP_PRIVATE 2 #define MAP_TYPE 0xf #define MAP_FIXED 0x10 #define MAP_ANONYMOUS 0x20 #define MAP_ANON MAP_ANONYMOUS #define MAP_FAILED ((void *)-1) /* Flags for msync. */ #define MS_ASYNC 1 #define MS_SYNC 2 #define MS_INVALIDATE 4 #ifndef FILE_MAP_EXECUTE #define FILE_MAP_EXECUTE 0x0020 #endif static int __map_mman_error(const DWORD err, const int deferr) { if (err == 0) return 0; //TODO: implement return err; } static DWORD __map_mmap_prot_page(const int prot) { DWORD protect = 0; if (prot == PROT_NONE) return protect; if ((prot & PROT_EXEC) != 0) { protect = ((prot & PROT_WRITE) != 0) ? PAGE_EXECUTE_READWRITE : PAGE_EXECUTE_READ; } else { protect = ((prot & PROT_WRITE) != 0) ? PAGE_READWRITE : PAGE_READONLY; } return protect; } static DWORD __map_mmap_prot_file(const int prot) { DWORD desiredAccess = 0; if (prot == PROT_NONE) return desiredAccess; if ((prot & PROT_READ) != 0) desiredAccess |= FILE_MAP_READ; if ((prot & PROT_WRITE) != 0) desiredAccess |= FILE_MAP_WRITE; if ((prot & PROT_EXEC) != 0) desiredAccess |= FILE_MAP_EXECUTE; return desiredAccess; } inline void* mmap(void *addr, size_t len, int prot, int flags, int fildes, off_t off) { HANDLE fm, h; void * map = MAP_FAILED; #ifdef _MSC_VER #pragma warning(push) #pragma warning(disable: 4293) #endif const DWORD dwFileOffsetLow = (sizeof(off_t) <= sizeof(DWORD)) ? (DWORD)off : (DWORD)(off & 0xFFFFFFFFL); const DWORD dwFileOffsetHigh = (sizeof(off_t) <= sizeof(DWORD)) ? (DWORD)0 : (DWORD)((off >> 32) & 0xFFFFFFFFL); const DWORD protect = __map_mmap_prot_page(prot); const DWORD desiredAccess = __map_mmap_prot_file(prot); const off_t maxSize = off + (off_t)len; const DWORD dwMaxSizeLow = (sizeof(off_t) <= sizeof(DWORD)) ? (DWORD)maxSize : (DWORD)(maxSize & 0xFFFFFFFFL); const DWORD dwMaxSizeHigh = (sizeof(off_t) <= sizeof(DWORD)) ? (DWORD)0 : (DWORD)((maxSize >> 32) & 0xFFFFFFFFL); #ifdef _MSC_VER #pragma warning(pop) #endif errno = 0; if (len == 0 /* Unsupported flag combinations */ || (flags & MAP_FIXED) != 0 /* Usupported protection combinations */ || prot == PROT_EXEC) { errno = EINVAL; return MAP_FAILED; } h = ((flags & MAP_ANONYMOUS) == 0) ? (HANDLE)_get_osfhandle(fildes) : INVALID_HANDLE_VALUE; if ((flags & MAP_ANONYMOUS) == 0 && h == INVALID_HANDLE_VALUE) { errno = EBADF; return MAP_FAILED; } fm = CreateFileMapping(h, NULL, protect, dwMaxSizeHigh, dwMaxSizeLow, NULL); if (fm == NULL) { errno = __map_mman_error(GetLastError(), EPERM); return MAP_FAILED; } map = MapViewOfFile(fm, desiredAccess, dwFileOffsetHigh, dwFileOffsetLow, len); CloseHandle(fm); if (map == NULL) { errno = __map_mman_error(GetLastError(), EPERM); return MAP_FAILED; } return map; } inline int munmap(void *addr, size_t len) { if (UnmapViewOfFile(addr)) return 0; errno = __map_mman_error(GetLastError(), EPERM); return -1; } inline int mprotect(void *addr, size_t len, int prot) { DWORD newProtect = __map_mmap_prot_page(prot); DWORD oldProtect = 0; if (VirtualProtect(addr, len, newProtect, &oldProtect)) return 0; errno = __map_mman_error(GetLastError(), EPERM); return -1; } inline int msync(void *addr, size_t len, int flags) { if (FlushViewOfFile(addr, len)) return 0; errno = __map_mman_error(GetLastError(), EPERM); return -1; } inline int mlock(const void *addr, size_t len) { if (VirtualLock((LPVOID)addr, len)) return 0; errno = __map_mman_error(GetLastError(), EPERM); return -1; } inline int munlock(const void *addr, size_t len) { if (VirtualUnlock((LPVOID)addr, len)) return 0; errno = __map_mman_error(GetLastError(), EPERM); return -1; } #if !defined(__MINGW32__) inline int ftruncate(const int fd, const int64_t size) { if (fd < 0) { errno = EBADF; return -1; } HANDLE h = reinterpret_cast(_get_osfhandle(fd)); LARGE_INTEGER li_start, li_size; li_start.QuadPart = static_cast(0); li_size.QuadPart = size; if (SetFilePointerEx(h, li_start, NULL, FILE_CURRENT) == ~0 || SetFilePointerEx(h, li_size, NULL, FILE_BEGIN) == ~0 || !SetEndOfFile(h)) { unsigned long error = GetLastError(); fprintf(stderr, "I/O error while truncating: %lu\n", error); switch (error) { case ERROR_INVALID_HANDLE: errno = EBADF; break; default: errno = EIO; break; } return -1; } return 0; } #endif #endif openTSNE-1.0.2/openTSNE/initialization.py000066400000000000000000000166661465662743300202400ustar00rootroot00000000000000import numpy as np import scipy.sparse as sp from sklearn.decomposition import PCA from sklearn.utils import check_random_state from openTSNE import utils def rescale(x, inplace=False, target_std=1e-4): """Rescale an embedding so optimization will not have convergence issues. Parameters ---------- x: np.ndarray inplace: bool target_std: float Returns ------- np.ndarray A scaled-down version of ``x``. """ if not inplace: x = np.array(x, copy=True) x /= np.std(x[:, 0]) / target_std return x def jitter(x, inplace=False, scale=0.01, random_state=None): """Add jitter with small standard deviation to avoid numerical problems when the points overlap exactly. Parameters ---------- x: np.ndarray inplace: bool scale: float random_state: int or np.random.RandomState Returns ------- np.ndarray A jittered version of ``x``. """ if not inplace: x = np.array(x, copy=True) target_std = np.std(x[:, 0]) * scale random_state = check_random_state(random_state) x += random_state.normal(0, target_std, x.shape) return x def random(n_samples, n_components=2, random_state=None, verbose=False): """Initialize an embedding using samples from an isotropic Gaussian. Parameters ---------- n_samples: Union[int, np.ndarray] The number of samples. Also accepts a data matrix. n_components: int The dimension of the embedding space. random_state: Union[int, RandomState] If the value is an int, random_state is the seed used by the random number generator. If the value is a RandomState instance, then it will be used as the random number generator. If the value is None, the random number generator is the RandomState instance used by `np.random`. verbose: bool Returns ------- initialization: np.ndarray """ random_state = check_random_state(random_state) if isinstance(n_samples, np.ndarray): n_samples = n_samples.shape[0] embedding = random_state.normal(0, 1e-4, (n_samples, n_components)) return np.ascontiguousarray(embedding) def pca( X, n_components=2, svd_solver="auto", random_state=None, verbose=False, add_jitter=True, ): """Initialize an embedding using the top principal components. Parameters ---------- X: np.ndarray The data matrix. n_components: int The dimension of the embedding space. svd_solver: str See sklearn.decomposition.PCA documentation. random_state: Union[int, RandomState] If the value is an int, random_state is the seed used by the random number generator. If the value is a RandomState instance, then it will be used as the random number generator. If the value is None, the random number generator is the RandomState instance used by `np.random`. verbose: bool add_jitter: bool If True, jitter with small standard deviation is added to the initialization to prevent points overlapping exactly, which may lead to numerical issues during optimization. Returns ------- initialization: np.ndarray """ timer = utils.Timer("Calculating PCA-based initialization...", verbose) timer.__enter__() pca_ = PCA( n_components=n_components, svd_solver=svd_solver, random_state=random_state ) embedding = pca_.fit_transform(X) rescale(embedding, inplace=True) if add_jitter: jitter(embedding, inplace=True, random_state=random_state) timer.__exit__() return np.ascontiguousarray(embedding) def spectral( A, n_components=2, tol=1e-4, max_iter=None, random_state=None, verbose=False, add_jitter=True, ): """Initialize an embedding using the spectral embedding of the KNN graph. Specifically, we initialize data points by computing the diffusion map on the random walk transition matrix of the weighted graph given by the affiniy matrix. Parameters ---------- A: Union[sp.csr_matrix, sp.csc_matrix, ...] The graph adjacency matrix. n_components: int The dimension of the embedding space. tol: float See scipy.sparse.linalg.eigsh documentation. max_iter: float See scipy.sparse.linalg.eigsh documentation. random_state: Any If the value is an int, random_state is the seed used by the random number generator. If the value is a RandomState instance, then it will be used as the random number generator. If the value is None, the random number generator is the RandomState instance used by `np.random`. add_jitter: bool If True, jitter with small standard deviation is added to the initialization to prevent points overlapping exactly, which may lead to numerical issues during optimization. verbose: bool Returns ------- initialization: np.ndarray """ if A.ndim != 2: raise ValueError("The graph adjacency matrix must be a 2-dimensional matrix.") if A.shape[0] != A.shape[1]: raise ValueError("The graph adjacency matrix must be a square matrix.") timer = utils.Timer("Calculating spectral initialization...", verbose) timer.__enter__() D = sp.diags(np.ravel(np.sum(A, axis=1))) # Find leading eigenvectors k = n_components + 1 # v0 initializatoin is taken from sklearn.utils._arpack._init_arpack_v0() random_state = check_random_state(random_state) v0 = random_state.uniform(-1, 1, A.shape[0]) eigvals, eigvecs = sp.linalg.eigsh( A, M=D, k=k, tol=tol, maxiter=max_iter, which="LM", v0=v0 ) # Sort the eigenvalues in decreasing order order = np.argsort(eigvals)[::-1] eigvecs = eigvecs[:, order] # In diffusion maps, we multiply the eigenvectors by their eigenvalues eigvecs *= eigvals # Drop the leading eigenvector embedding = eigvecs[:, 1:] rescale(embedding, inplace=True) if add_jitter: jitter(embedding, inplace=True, random_state=random_state) timer.__exit__() return embedding def weighted_mean(X, embedding, neighbors, distances, verbose=False): """Initialize points onto an existing embedding by placing them in the weighted mean position of their nearest neighbors on the reference embedding. Parameters ---------- X: np.ndarray embedding: TSNEEmbedding neighbors: np.ndarray distances: np.ndarray verbose: bool Returns ------- np.ndarray """ n_samples = X.shape[0] n_components = embedding.shape[1] with utils.Timer("Calculating weighted-mean initialization...", verbose): partial_embedding = np.zeros((n_samples, n_components), order="C") for i in range(n_samples): partial_embedding[i] = np.average( embedding[neighbors[i]], axis=0, weights=distances[i] ) return partial_embedding def median(embedding, neighbors, verbose=False): """Initialize points onto an existing embedding by placing them in the median position of their nearest neighbors on the reference embedding. Parameters ---------- embedding: TSNEEmbedding neighbors: np.ndarray verbose: bool Returns ------- np.ndarray """ with utils.Timer("Calculating meadian initialization...", verbose): embedding = np.median(embedding[neighbors], axis=1) return np.ascontiguousarray(embedding) openTSNE-1.0.2/openTSNE/kl_divergence.pyx000066400000000000000000000100601465662743300201600ustar00rootroot00000000000000# cython: boundscheck=False # cython: wraparound=False # cython: cdivision=True # cython: initializedcheck=False # cython: warn.undeclared=True # cython: language_level=3 cimport numpy as cnp cnp.import_array() import numpy as np from .quad_tree cimport QuadTree from ._tsne cimport ( estimate_negative_gradient_bh, estimate_negative_gradient_fft_1d, estimate_negative_gradient_fft_2d, ) # This returns a tuple, and can"t be called from C from ._tsne import estimate_positive_gradient_nn cdef double EPSILON = np.finfo(np.float64).eps cdef extern from "math.h": double log(double x) nogil cdef sqeuclidean(double[:] x, double[:] y): cdef: Py_ssize_t n_dims = x.shape[0] double result = 0 Py_ssize_t i for i in range(n_dims): result += (x[i] - y[i]) ** 2 return result cpdef double kl_divergence_exact( double[:, ::1] P, double[:, ::1] embedding, double dof=1, ): """Compute the exact KL divergence.""" cdef: Py_ssize_t n_samples = embedding.shape[0] Py_ssize_t i, j double sum_P = 0, sum_Q = 0, p_ij, q_ij double kl_divergence = 0 for i in range(n_samples): for j in range(n_samples): if i != j: p_ij = P[i, j] q_ij = 1 / (1 + sqeuclidean(embedding[i], embedding[j]) / dof) ** dof sum_Q += q_ij sum_P += p_ij if p_ij > 0: kl_divergence += p_ij * log(p_ij / (q_ij + EPSILON)) kl_divergence += sum_P * log(sum_Q + EPSILON) return kl_divergence cpdef double kl_divergence_approx_bh( int[:] indices, int[:] indptr, double[:] P_data, double[:, ::1] embedding, double theta=0.5, double dof=1, ): """Compute the KL divergence using the Barnes-Hut approximation.""" cdef: Py_ssize_t n_samples = embedding.shape[0] Py_ssize_t i, j QuadTree tree = QuadTree(embedding) # We don"t actually care about the gradient, so don"t waste time # initializing memory double[:, ::1] gradient = np.empty_like(embedding, dtype=float) double sum_P = 0, sum_Q = 0 double kl_divergence = 0 sum_Q = estimate_negative_gradient_bh(tree, embedding, gradient, theta, dof) sum_P, kl_divergence = estimate_positive_gradient_nn( indices, indptr, P_data, embedding, embedding, gradient, dof=dof, should_eval_error=True, ) kl_divergence += sum_P * log(sum_Q + EPSILON) return kl_divergence cpdef double kl_divergence_approx_fft( int[:] indices, int[:] indptr, double[:] P_data, double[:, ::1] embedding, double dof=1, Py_ssize_t n_interpolation_points=3, Py_ssize_t min_num_intervals=10, double ints_in_interval=1, ): """Compute the KL divergence using the interpolation based approximation.""" cdef: Py_ssize_t n_samples = embedding.shape[0] Py_ssize_t n_dims = embedding.shape[1] Py_ssize_t i, j # We don"t actually care about the gradient, so don"t waste time # initializing memory double[:, ::1] gradient = np.empty_like(embedding, dtype=float) double sum_P = 0, sum_Q = 0 double kl_divergence = 0 if n_dims == 1: sum_Q = estimate_negative_gradient_fft_1d( embedding.ravel(), gradient.ravel(), n_interpolation_points, min_num_intervals, ints_in_interval, dof, ) elif n_dims == 2: sum_Q = estimate_negative_gradient_fft_2d( embedding, gradient, n_interpolation_points, min_num_intervals, ints_in_interval, dof, ) else: return -1 sum_P, kl_divergence = estimate_positive_gradient_nn( indices, indptr, P_data, embedding, embedding, gradient, dof=dof, should_eval_error=True, ) kl_divergence += sum_P * log(sum_Q + EPSILON) return kl_divergence openTSNE-1.0.2/openTSNE/metrics.py000066400000000000000000000006211465662743300166370ustar00rootroot00000000000000import numpy as np from openTSNE.tsne import TSNEEmbedding def pBIC(embedding: TSNEEmbedding) -> float: if not hasattr(embedding.affinities, "perplexity"): raise TypeError("The embedding affinity matrix has no attribute `perplexity`") n_samples = embedding.shape[0] return 2 * embedding.kl_divergence + np.log(n_samples) * \ embedding.affinities.perplexity / n_samples openTSNE-1.0.2/openTSNE/nearest_neighbors.py000066400000000000000000000544501465662743300207030ustar00rootroot00000000000000import logging import os import warnings import numpy as np from scipy.spatial.distance import cdist from sklearn import neighbors from sklearn.utils import check_random_state from openTSNE import utils log = logging.getLogger(__name__) class KNNIndex: VALID_METRICS = [] def __init__( self, data, k, metric="euclidean", metric_params=None, n_jobs=1, random_state=None, verbose=False, ): self.data = data self.n_samples = data.shape[0] self.k = k self.metric = self.check_metric(metric) self.metric_params = metric_params self.n_jobs = n_jobs self.random_state = random_state self.verbose = verbose self.index = None def build(self): """Build the nearest neighbor index on the training data. Builds an index on the training data and computes the nearest neighbors on the training data. Returns ------- indices: np.ndarray distances: np.ndarray """ def query(self, query, k): """Query the index with new points. Finds k nearest neighbors from the training data to each row of the query data. Parameters ---------- query: array_like k: int Returns ------- indices: np.ndarray distances: np.ndarray """ def check_metric(self, metric): """Check that the metric is supported by the KNNIndex instance.""" if callable(metric): pass elif metric not in self.VALID_METRICS: raise ValueError( f"`{self.__class__.__name__}` does not support the `{metric}` " f"metric. Please choose one of the supported metrics: " f"{', '.join(self.VALID_METRICS)}." ) return metric class Sklearn(KNNIndex): VALID_METRICS = [ "braycurtis", "canberra", "chebyshev", "cityblock", "dice", "euclidean", "hamming", "haversine", "infinity", "jaccard", "kulsinski", "l1", "l2", "mahalanobis", "manhattan", "matching", "minkowski", "p", "pyfunc", "rogerstanimoto", "russellrao", "seuclidean", "sokalmichener", "sokalsneath", "wminkowski", ] + ["cosine"] # our own workaround implementation def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) self.__data = None def build(self): data, k = self.data, self.k timer = utils.Timer( f"Finding {k} nearest neighbors using exact search using " f"{self.metric} distance...", verbose=self.verbose, ) timer.__enter__() if self.metric == "cosine": # The nearest neighbor ranking for cosine distance is the same as # for euclidean distance on normalized data effective_metric = "euclidean" effective_data = data.copy() effective_data = ( effective_data / np.linalg.norm(effective_data, axis=1)[:, None] ) # In order to properly compute cosine distances when querying the # index, we need to store the original data self.__data = data else: effective_metric = self.metric effective_data = data self.index = neighbors.NearestNeighbors( algorithm="auto", metric=effective_metric, metric_params=self.metric_params, n_jobs=self.n_jobs, ) self.index.fit(effective_data) # Return the nearest neighbors in the training set distances, indices = self.index.kneighbors(n_neighbors=k) # If using cosine distance, the computed distances will be wrong and # need to be recomputed if self.metric == "cosine": distances = np.vstack( [ cdist(np.atleast_2d(x), data[idx], metric="cosine") for x, idx in zip(data, indices) ] ) timer.__exit__() return indices, distances def query(self, query, k): timer = utils.Timer( f"Finding {k} nearest neighbors in existing embedding using exact search...", self.verbose, ) timer.__enter__() # The nearest neighbor ranking for cosine distance is the same as for # euclidean distance on normalized data if self.metric == "cosine": effective_data = query.copy() effective_data = ( effective_data / np.linalg.norm(effective_data, axis=1)[:, None] ) else: effective_data = query distances, indices = self.index.kneighbors(effective_data, n_neighbors=k) # If using cosine distance, the computed distances will be wrong and # need to be recomputed if self.metric == "cosine": if self.__data is None: raise RuntimeError( "The original data was unavailable when querying cosine " "distance. Did you change the distance metric after " "building the index? Please rebuild the index using cosine " "similarity." ) distances = np.vstack( [ cdist(np.atleast_2d(x), self.__data[idx], metric="cosine") for x, idx in zip(query, indices) ] ) timer.__exit__() return indices, distances class Annoy(KNNIndex): VALID_METRICS = [ "cosine", "euclidean", "manhattan", "hamming", "dot", "l1", "l2", "taxicab", ] def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) def build(self): data, k = self.data, self.k timer = utils.Timer( f"Finding {k} nearest neighbors using Annoy approximate search using " f"{self.metric} distance...", verbose=self.verbose, ) timer.__enter__() from openTSNE.dependencies.annoy import AnnoyIndex N = data.shape[0] annoy_metric = self.metric annoy_aliases = { "cosine": "angular", "l1": "manhattan", "l2": "euclidean", "taxicab": "manhattan", } if annoy_metric in annoy_aliases: annoy_metric = annoy_aliases[annoy_metric] self.index = AnnoyIndex(data.shape[1], annoy_metric) random_state = check_random_state(self.random_state) self.index.set_seed(random_state.randint(np.iinfo(np.int32).max)) for i in range(N): self.index.add_item(i, data[i]) # Number of trees. FIt-SNE uses 50 by default. self.index.build(50, n_jobs=self.n_jobs) # Return the nearest neighbors in the training set distances = np.zeros((N, k)) indices = np.zeros((N, k)).astype(int) def getnns(i): # Annoy returns the query point itself as the first element indices_i, distances_i = self.index.get_nns_by_item( i, k + 1, include_distances=True ) indices[i] = indices_i[1:] distances[i] = distances_i[1:] if self.n_jobs == 1: for i in range(N): getnns(i) else: from joblib import Parallel, delayed Parallel(n_jobs=self.n_jobs, require="sharedmem")( delayed(getnns)(i) for i in range(N) ) timer.__exit__() return indices, distances def query(self, query, k): timer = utils.Timer( f"Finding {k} nearest neighbors in existing embedding using Annoy " f"approximate search...", self.verbose, ) timer.__enter__() N = query.shape[0] distances = np.zeros((N, k)) indices = np.zeros((N, k)).astype(int) def getnns(i): indices[i], distances[i] = self.index.get_nns_by_vector( query[i], k, include_distances=True ) if self.n_jobs == 1: for i in range(N): getnns(i) else: from joblib import Parallel, delayed Parallel(n_jobs=self.n_jobs, require="sharedmem")( delayed(getnns)(i) for i in range(N) ) timer.__exit__() return indices, distances def __getstate__(self): import tempfile import base64 from os import path d = dict(self.__dict__) # If the index is not None, we want to save the encoded index if self.index is not None: with tempfile.TemporaryDirectory() as dirname: self.index.save(path.join(dirname, "tmp.ann")) with open(path.join(dirname, "tmp.ann"), "rb") as f: b64_index = base64.b64encode(f.read()) d["b64_index"] = b64_index del d["index"] return d def __setstate__(self, state): import tempfile import base64 from os import path from openTSNE.dependencies.annoy import AnnoyIndex # If a base64 index is given, we have to load the index if "b64_index" in state: assert "index" not in state b64_index = state["b64_index"] del state["b64_index"] annoy_metric = state["metric"] annoy_aliases = { "cosine": "angular", "l1": "manhattan", "l2": "euclidean", "taxicab": "manhattan", } if annoy_metric in annoy_aliases: annoy_metric = annoy_aliases[annoy_metric] self.index = AnnoyIndex(state["data"].shape[1], annoy_metric) with tempfile.TemporaryDirectory() as dirname: with open(path.join(dirname, "tmp.ann"), "wb") as f: f.write(base64.b64decode(b64_index)) self.index.load(path.join(dirname, "tmp.ann")) self.__dict__.update(state) class NNDescent(KNNIndex): VALID_METRICS = [ "euclidean", "l2", "sqeuclidean", "manhattan", "taxicab", "l1", "chebyshev", "linfinity", "linfty", "linf", "minkowski", "seuclidean", "standardised_euclidean", "wminkowski", "weighted_minkowski", "mahalanobis", "canberra", "cosine", "dot", "correlation", "haversine", "braycurtis", "spearmanr", "tsss", "true_angular", "hellinger", "kantorovich", "wasserstein", "wasserstein_1d", "wasserstein-1d", "kantorovich-1d", "kantorovich_1d", "circular_kantorovich", "circular_wasserstein", "sinkhorn", "jensen-shannon", "jensen_shannon", "symmetric-kl", "symmetric_kl", "symmetric_kullback_liebler", "hamming", "jaccard", "dice", "matching", "kulsinski", "rogerstanimoto", "russellrao", "sokalsneath", "sokalmichener", "yule", ] def __init__(self, *args, **kwargs): try: import pynndescent # pylint: disable=unused-import,unused-variable except ImportError: raise ImportError( "Please install pynndescent: `conda install -c conda-forge " "pynndescent` or `pip install pynndescent`." ) super().__init__(*args, **kwargs) def check_metric(self, metric): import pynndescent if not np.array_equal( list(pynndescent.distances.named_distances), self.VALID_METRICS ): warnings.warn( "`pynndescent` has recently changed which distance metrics are supported, " "and `openTSNE.nearest_neighbors` has not been updated. Please notify the " "developers of this change." ) if callable(metric): from numba.core.registry import CPUDispatcher if not isinstance(metric, CPUDispatcher): warnings.warn( f"`pynndescent` requires callable metrics to be " f"compiled with `numba`, but `{metric.__name__}` is not compiled. " f"`openTSNE.nearest_neighbors.NNDescent` " f"will attempt to compile the function. " f"If this results in an error, then the function may not be " f"compatible with `numba.njit` and should be rewritten. " f"Otherwise, set `neighbors`='exact' to use `scikit-learn` " f"for calculating nearest neighbors." ) from numba import njit metric = njit(fastmath=True)(metric) return super().check_metric(metric) def build(self): data, k = self.data, self.k timer = utils.Timer( f"Finding {k} nearest neighbors using NN descent approximate search using " f"{self.metric} distance...", verbose=self.verbose, ) timer.__enter__() # These values were taken from UMAP, which we assume to be sensible defaults n_trees = 5 + int(round((data.shape[0]) ** 0.5 / 20)) n_iters = max(5, int(round(np.log2(data.shape[0])))) # Numba takes a while to load up, so there's little point in loading it # unless we're actually going to use it import pynndescent # Will use query() only for k>15 if k <= 15: n_neighbors_build = k + 1 else: n_neighbors_build = 15 self.index = pynndescent.NNDescent( data, n_neighbors=n_neighbors_build, metric=self.metric, metric_kwds=self.metric_params, random_state=self.random_state, n_trees=n_trees, n_iters=n_iters, max_candidates=60, n_jobs=self.n_jobs, verbose=self.verbose > 1, ) # -1 in indices means that pynndescent failed indices, distances = self.index.neighbor_graph mask = np.sum(indices == -1, axis=1) > 0 if k > 15: indices, distances = self.index.query(data, k=k + 1) # As a workaround, we let the failed points group together if np.sum(mask) > 0: if self.verbose: opt = np.get_printoptions() np.set_printoptions(threshold=np.inf) warnings.warn( f"`pynndescent` failed to find neighbors for some of the points. " f"As a workaround, openTSNE considers all such points similar to " f"each other, so they will likely form a cluster in the embedding." f"The indices of the failed points are:\n{np.where(mask)[0]}" ) np.set_printoptions(**opt) else: warnings.warn( f"`pynndescent` failed to find neighbors for some of the points. " f"As a workaround, openTSNE considers all such points similar to " f"each other, so they will likely form a cluster in the embedding. " f"Run with verbose=True, to see indices of the failed points." ) distances[mask] = 1 rs = check_random_state(self.random_state) fake_indices = rs.choice( np.sum(mask), size=np.sum(mask) * indices.shape[1], replace=True ) fake_indices = np.where(mask)[0][fake_indices] indices[mask] = np.reshape(fake_indices, (np.sum(mask), indices.shape[1])) timer.__exit__() return indices[:, 1:], distances[:, 1:] def query(self, query, k): timer = utils.Timer( f"Finding {k} nearest neighbors in existing embedding using NN Descent " f"approxmimate search...", self.verbose, ) timer.__enter__() indices, distances = self.index.query(query, k=k) timer.__exit__() return indices, distances class HNSW(KNNIndex): VALID_METRICS = [ "cosine", "euclidean", "dot", "l2", "ip", ] def __init__(self, *args, **kwargs): try: from hnswlib import Index # pylint: disable=unused-import,unused-variable except ImportError: raise ImportError( "Please install hnswlib: `conda install -c conda-forge " "hnswlib` or `pip install hnswlib`." ) super().__init__(*args, **kwargs) def build(self): data, k = self.data, self.k timer = utils.Timer( f"Finding {k} nearest neighbors using HNSWlib approximate search using " f"{self.metric} distance...", verbose=self.verbose, ) timer.__enter__() from hnswlib import Index hnsw_space = { "cosine": "cosine", "dot": "ip", "euclidean": "l2", "ip": "ip", "l2": "l2", }[self.metric] random_state = check_random_state(self.random_state) random_seed = random_state.randint(np.iinfo(np.int32).max) self.index = Index(space=hnsw_space, dim=data.shape[1]) # Initialize HNSW Index self.index.init_index( max_elements=data.shape[0], ef_construction=200, M=16, random_seed=random_seed, ) # Build index tree from data self.index.add_items(data, num_threads=self.n_jobs) # Set ef parameter for (ideal) precision/recall self.index.set_ef(min(2 * k, self.index.get_current_count())) # Query for kNN indices, distances = self.index.knn_query(data, k=k + 1, num_threads=self.n_jobs) # Stop timer timer.__exit__() # return indices and distances, skip first entry, which is always the point itself return indices[:, 1:], distances[:, 1:] def query(self, query, k): timer = utils.Timer( f"Finding {k} nearest neighbors in existing embedding using HNSWlib " f"approximate search...", self.verbose, ) timer.__enter__() # Set ef parameter for (ideal) precision/recall self.index.set_ef(min(2 * k, self.index.get_current_count())) # Query for kNN indices, distances = self.index.knn_query(query, k=k, num_threads=self.n_jobs) # Stop timer timer.__exit__() # return indices and distances return indices, distances def __getstate__(self): import tempfile import base64 from os import path d = dict(self.__dict__) # If the index is not None, we want to save the encoded index if self.index is not None: with tempfile.TemporaryDirectory() as dirname: self.index.save_index(path.join(dirname, "tmp.bin")) with open(path.join(dirname, "tmp.bin"), "rb") as f: b64_index = base64.b64encode(f.read()) d["b64_index"] = b64_index del d["index"] return d def __setstate__(self, state): import tempfile import base64 from os import path from hnswlib import Index # If a base64 index is given, we have to load the index if "b64_index" in state: assert "index" not in state b64_index = state["b64_index"] del state["b64_index"] hnsw_metric = state["metric"] hnsw_aliases = { "cosine": "cosine", "dot": "ip", "euclidean": "l2", "ip": "ip", "l2": "l2", } if hnsw_metric in hnsw_aliases: hnsw_metric = hnsw_aliases[hnsw_metric] self.index = Index(space=hnsw_metric, dim=state["data"].data.shape[1]) with tempfile.TemporaryDirectory() as dirname: with open(path.join(dirname, "tmp.bin"), "wb") as f: f.write(base64.b64decode(b64_index)) self.index.load_index(path.join(dirname, "tmp.bin")) self.__dict__.update(state) class PrecomputedDistanceMatrix(KNNIndex): """Use a precomputed distance matrix to construct the KNNG. Parameters ---------- distance_matrix: np.ndarray A square, symmetric, and contain only poistive values. """ def __init__(self, distance_matrix, k): nn = neighbors.NearestNeighbors(metric="precomputed") nn.fit(distance_matrix) self.distances, self.indices = nn.kneighbors(n_neighbors=k) self.n_samples = distance_matrix.shape[0] self.k = k def build(self): return self.indices, self.distances def query(self, query, k): """Use a precomputed distance matrix to determine the KNNG for the transformed samples. Parameters ---------- query: array_like An M x N distance matrix where M is the number of query points and N is the number of samples in the existing embedding. k: int Returns ------- indices: np.ndarray distances: np.ndarray """ indices = np.argsort(query, axis=1)[:, :k] distances = np.take_along_axis(query, indices, axis=1) return indices, distances class PrecomputedNeighbors(KNNIndex): """Use a precomputed distance matrix to construct the KNNG. Parameters ---------- neighbors: np.ndarray A N x K matrix containing the indices of point i's k nearest neighbors. distances: np.ndarray A N x K matrix containing the distances to from data point i to its k nearest neighbors. """ def __init__(self, neighbors, distances): self.distances, self.indices = distances, neighbors self.n_samples = neighbors.shape[0] self.k = neighbors.shape[1] def build(self): return self.indices, self.distances def query(self, *args, **kwargs): raise RuntimeError("Precomputed distance matrices cannot be queried") openTSNE-1.0.2/openTSNE/quad_tree.pxd000066400000000000000000000010561465662743300173100ustar00rootroot00000000000000# cython: profile=True # cython: boundscheck=False # cython: wraparound=False # cython: cdivision=True # cython: language_level=3 cimport numpy as cnp cnp.import_array() ctypedef struct Node: Py_ssize_t n_dims double *center double length bint is_leaf Node *children double *center_of_mass Py_ssize_t num_points cdef bint is_close(Node * node, double * point, double eps) nogil cdef class QuadTree: cdef Node root cpdef void add_points(self, double[:, ::1] points) cpdef void add_point(self, double[::1] point) openTSNE-1.0.2/openTSNE/quad_tree.pyx000066400000000000000000000135451465662743300173430ustar00rootroot00000000000000# cython: boundscheck=False # cython: wraparound=False # cython: cdivision=True # cython: language_level=3 """Implements a quad/oct-tree space partitioning algorithm primarily used in efficiently estimating the t-SNE negative gradient. Lowers the time complexity from the naive O(n^2) to O(n * log(n)). Notes ----- I list here several implementation details. Many of these improve efficiency. - Allocating memory is slow, especially if it has to be done millions of times, therefore avoid allocation whereever possible and use buffers. Allocation should be done through the use of `PyMem_Malloc` as this is the fastest method of allocation. Use this over `libc.stdlib.malloc` because, despite requiring the GIL to allocate, it gets tracked in the Python virtual environment (which is desirable) and includes some minor optimizations. Also, since we need the GIL to allocate, this can warn us of any needless memory allocations. - Structs do not support memoryviews, therefore pointers must be used. - Prefer pointers over memoryviews where speed is essential. Memoryview indexing and slicing is slow compared to raw memory access. We can easily convert a memory view to a pointer like so: `&mv[0]` however care must be taken to ensure the memoryview is a C contigous array. This can be ensured by the type declaration `double[:, ::1]` for 2d arrays. References ---------- .. [1] Van Der Maaten, Laurens. "Accelerating t-SNE using tree-based algorithms." Journal of machine learning research 15.1 (2014): 3221-3245. """ cimport numpy as cnp cnp.import_array() import numpy as np from cpython.mem cimport PyMem_Malloc, PyMem_Free cdef extern from "math.h": double fabs(double x) nogil cdef void init_node(Node * node, Py_ssize_t n_dim, double * center, double length): node.n_dims = n_dim node.center = PyMem_Malloc(node.n_dims * sizeof(double)) node.center_of_mass = PyMem_Malloc(node.n_dims * sizeof(double)) if not node.center or not node.center_of_mass: raise MemoryError() cdef Py_ssize_t i for i in range(node.n_dims): node.center[i] = center[i] node.center_of_mass[i] = 0 node.length = length node.is_leaf = True node.num_points = 0 cdef Py_ssize_t get_child_idx_for(Node * node, double * point) nogil: cdef Py_ssize_t idx = 0, d for d in range(node.n_dims): idx |= (point[d] > node.center[d]) << d return idx cdef inline void update_center_of_mass(Node * node, double * point) nogil: cdef Py_ssize_t d for d in range(node.n_dims): node.center_of_mass[d] = (node.center_of_mass[d] * node.num_points + point[d]) / (node.num_points + 1) node.num_points += 1 cdef void add_point_to(Node * node, double * point): # If the node is a leaf node and empty, we're done. We'll also limit the # branching of each node to prevent memory explosions. 1e-6 here is # effectively the minimum size that a node can take if node.is_leaf and node.num_points == 0 or is_close(node, point, 1e-6): update_center_of_mass(node, point) return # Otherwise, we have to split the node and sink the previous, existing # point into the appropriate child node cdef Py_ssize_t child_index if node.is_leaf: split_node(node) child_index = get_child_idx_for(node, node.center_of_mass) update_center_of_mass(&node.children[child_index], node.center_of_mass) update_center_of_mass(node, point) # Finally, once the node is properly split, insert the new point into the # corresponding child child_index = get_child_idx_for(node, point) add_point_to(&node.children[child_index], point) cdef void split_node(Node * node): cdef double new_length = node.length / 2 cdef Py_ssize_t num_children = 1 << node.n_dims node.is_leaf = False node.children = PyMem_Malloc(num_children * sizeof(Node)) if not node.children: raise MemoryError() cdef Py_ssize_t i, d cdef double * new_center = PyMem_Malloc(node.n_dims * sizeof(double)) if not new_center: raise MemoryError() for i in range(num_children): for d in range(node.n_dims): if i & (1 << d): new_center[d] = node.center[d] + new_length / 2 else: new_center[d] = node.center[d] - new_length / 2 init_node(&node.children[i], node.n_dims, new_center, new_length) PyMem_Free(new_center) cdef inline bint is_close(Node * node, double * point, double eps) nogil: cdef Py_ssize_t d for d in range(node.n_dims): if fabs(node.center_of_mass[d] - point[d]) >= eps: return False return True cdef void delete_node(Node * node): PyMem_Free(node.center) PyMem_Free(node.center_of_mass) if node.is_leaf: return cdef Py_ssize_t i for i in range(1 << node.n_dims): delete_node(&node.children[i]) PyMem_Free(node.children) cdef class QuadTree: def __init__(self, double[:, ::1] data): cdef: Py_ssize_t n_dim = data.shape[1] double[:] x_min = np.min(data, axis=0) double[:] x_max = np.max(data, axis=0) double[:] center = np.zeros(n_dim) double length = 0 Py_ssize_t d for d in range(n_dim): center[d] = (x_max[d] + x_min[d]) / 2 if x_max[d] - x_min[d] > length: length = x_max[d] - x_min[d] self.root = Node() init_node(&self.root, n_dim, ¢er[0], length) self.add_points(data) cpdef void add_points(self, double[:, ::1] points): cdef Py_ssize_t i for i in range(points.shape[0]): add_point_to(&self.root, &points[i, 0]) cpdef void add_point(self, double[::1] point): add_point_to(&self.root, &point[0]) def __dealloc__(self): delete_node(&self.root) openTSNE-1.0.2/openTSNE/sklearn.py000066400000000000000000000025441465662743300166360ustar00rootroot00000000000000import openTSNE import numpy as np class TSNE(openTSNE.TSNE): __doc__ = openTSNE.TSNE.__doc__ def fit(self, X, y=None): """Fit X into an embedded space. Parameters ---------- X: np.ndarray The data matrix to be embedded. y : ignored """ self.fit_transform(X, y) return self def fit_transform(self, X, y=None): """Fit X into an embedded space and return that transformed output. Parameters ---------- X: np.ndarray The data matrix to be embedded. y : ignored Returns ------- np.ndarray Embedding of the training data in low-dimensional space. """ embedding = super().fit(X) self.embedding_ = embedding return self.embedding_.view(np.ndarray) def transform(self, X, *args, **kwargs): """Apply dimensionality reduction to X. See :meth:`openTSNE.TSNEEmbedding.transform` for additional parameters. Parameters ---------- X: np.ndarray The data matrix to be embedded. Returns ------- np.ndarray Embedding of the training data in low-dimensional space. """ embedding = self.embedding_.transform(X, *args, **kwargs) return embedding.view(np.ndarray) openTSNE-1.0.2/openTSNE/tsne.py000066400000000000000000002220411465662743300161440ustar00rootroot00000000000000import inspect import logging import multiprocessing from collections.abc import Iterable from types import SimpleNamespace from time import time import numpy as np from sklearn.base import BaseEstimator from openTSNE import _tsne from openTSNE import initialization as initialization_scheme from openTSNE.affinity import Affinities, MultiscaleMixture from openTSNE.quad_tree import QuadTree from openTSNE import utils EPSILON = np.finfo(np.float64).eps log = logging.getLogger(__name__) def _check_callbacks(callbacks): if callbacks is not None: # If list was passed, make sure all of them are actually callable if isinstance(callbacks, Iterable): if any(not callable(c) for c in callbacks): raise ValueError("`callbacks` must contain callable objects!") # The gradient descent method deals with lists elif callable(callbacks): callbacks = (callbacks,) else: raise ValueError("`callbacks` must be a callable object!") return callbacks def _handle_nice_params(embedding: np.ndarray, optim_params: dict) -> None: """Convert the user-friendly params into something the optimizer can understand.""" n_samples = embedding.shape[0] # Handle callbacks optim_params["callbacks"] = _check_callbacks(optim_params.get("callbacks")) optim_params["use_callbacks"] = optim_params["callbacks"] is not None # Handle negative gradient method negative_gradient_method = optim_params.pop("negative_gradient_method", "auto") if isinstance(negative_gradient_method, str) and negative_gradient_method == "auto": if n_samples < 10_000: negative_gradient_method = "bh" else: negative_gradient_method = "fft" log.info( f"Automatically determined negative gradient method `{negative_gradient_method}`" ) if callable(negative_gradient_method): negative_gradient_method = negative_gradient_method elif negative_gradient_method in {"bh", "BH", "barnes-hut"}: negative_gradient_method = kl_divergence_bh elif negative_gradient_method in {"fft", "FFT", "interpolation"}: negative_gradient_method = kl_divergence_fft else: raise ValueError( "Unrecognized gradient method. Please choose one of " "the supported methods or provide a valid callback." ) # `gradient_descent` uses the more informative name `objective_function` optim_params["objective_function"] = negative_gradient_method # Handle number of jobs n_jobs = optim_params.get("n_jobs", 1) if n_jobs < 0: n_cores = multiprocessing.cpu_count() # Add negative number of n_jobs to the number of cores, but increment by # one because -1 indicates using all cores, -2 all except one, and so on n_jobs = n_cores + n_jobs + 1 # If the number of jobs, after this correction is still <= 0, then the user # probably thought they had more cores, so we'll default to 1 if n_jobs <= 0: log.warning( "`n_jobs` receieved value %d but only %d cores are available. " "Defaulting to single job." % (optim_params["n_jobs"], n_cores) ) n_jobs = 1 optim_params["n_jobs"] = n_jobs # Determine learning rate if requested learning_rate = optim_params.get("learning_rate", "auto") if learning_rate == "auto": exaggeration = optim_params.get("exaggeration", None) if exaggeration is None: exaggeration = 1 learning_rate = n_samples / exaggeration optim_params["learning_rate"] = learning_rate def __check_init_num_samples(num_samples, required_num_samples): if num_samples != required_num_samples: raise ValueError( "The provided initialization contains a different number " "of points (%d) than the data provided (%d)." % (num_samples, required_num_samples) ) def __check_init_num_dimensions(num_dimensions, required_num_dimensions): if num_dimensions != required_num_dimensions: raise ValueError( "The provided initialization contains a different number " "of components (%d) than the embedding (%d)." % (num_dimensions, required_num_dimensions) ) init_checks = SimpleNamespace( num_samples=__check_init_num_samples, num_dimensions=__check_init_num_dimensions, ) class OptimizationInterrupt(InterruptedError): """Optimization was interrupted by a callback. Parameters ---------- error: float The KL divergence of the embedding. final_embedding: Union[TSNEEmbedding, PartialTSNEEmbedding] Is either a partial or full embedding, depending on where the error was raised. """ def __init__(self, error, final_embedding): super().__init__() self.error = error self.final_embedding = final_embedding class PartialTSNEEmbedding(np.ndarray): """A partial t-SNE embedding. A partial embedding is created when we take an existing :class:`TSNEEmbedding` and embed new samples into the embedding space. It differs from the typical embedding in that it is not possible to add new samples to a partial embedding and would generally be a bad idea. Please see the :ref:`parameter-guide` for more information. Parameters ---------- embedding: np.ndarray Initial positions for each data point. reference_embedding: TSNEEmbedding The embedding into which the new samples are to be added. P : array_like An :math:`N \\times M` affinity matrix containing the affinities from each new data point :math:`n` to each data point in the existing embedding :math:`m`. learning_rate: Union[str, float] The learning rate for t-SNE optimization. When ``learning_rate="auto"`` the appropriate learning rate is selected according to N / exaggeration as determined in Belkina et al. (2019), Nature Communications. Note that this will result in a different learning rate during the early exaggeration phase and afterwards. This should *not* be used when adding samples into existing embeddings, where the learning rate often needs to be much lower to obtain convergence. exaggeration: float The exaggeration factor is used to increase the attractive forces of nearby points, producing more compact clusters. momentum: float Momentum accounts for gradient directions from previous iterations, resulting in faster convergence. negative_gradient_method: str Specifies the negative gradient approximation method to use. For smaller data sets, the Barnes-Hut approximation is appropriate and can be set using one of the following aliases: ``bh``, ``BH`` or ``barnes-hut``. For larger data sets, the FFT accelerated interpolation method is more appropriate and can be set using one of the following aliases: ``fft``, ``FFT`` or ``ìnterpolation``. Alternatively, you can use ``auto`` to approximately select the faster method. theta: float This is the trade-off parameter between speed and accuracy of the tree approximation method. Typical values range from 0.2 to 0.8. The value 0 indicates that no approximation is to be made and produces exact results also producing longer runtime. n_interpolation_points: int Only used when ``negative_gradient_method="fft"`` or its other aliases. The number of interpolation points to use within each grid cell for interpolation based t-SNE. It is highly recommended leaving this value at the default 3. min_num_intervals: int Only used when ``negative_gradient_method="fft"`` or its other aliases. The minimum number of grid cells to use, regardless of the ``ints_in_interval`` parameter. Higher values provide more accurate gradient estimations. random_state: Union[int, RandomState] The random state parameter follows the convention used in scikit-learn. If the value is an int, random_state is the seed used by the random number generator. If the value is a RandomState instance, then it will be used as the random number generator. If the value is None, the random number generator is the RandomState instance used by `np.random`. n_jobs: int The number of threads to use while running t-SNE. This follows the scikit-learn convention, ``-1`` meaning all processors, ``-2`` meaning all but one, etc. callbacks: Callable[[int, float, np.ndarray] -> bool] Callbacks, which will be run every ``callbacks_every_iters`` iterations. callbacks_every_iters: int How many iterations should pass between each time the callbacks are invoked. optimizer: gradient_descent Optionally, an existing optimizer can be used for optimization. This is useful for keeping momentum gains between different calls to :func:`optimize`. Attributes ---------- kl_divergence: float The KL divergence or error of the embedding. """ def __new__( cls, embedding, reference_embedding, P, optimizer=None, **gradient_descent_params, ): init_checks.num_samples(embedding.shape[0], P.shape[0]) obj = np.array(embedding, dtype=np.float64, order="C").view(PartialTSNEEmbedding) obj.reference_embedding = reference_embedding obj.P = P obj.gradient_descent_params = gradient_descent_params if optimizer is None: optimizer = gradient_descent() elif not isinstance(optimizer, gradient_descent): raise TypeError( "`optimizer` must be an instance of `%s`, but got `%s`." % (gradient_descent.__class__.__name__, type(optimizer)) ) obj.optimizer = optimizer obj.kl_divergence = None return obj def optimize( self, n_iter, inplace=False, propagate_exception=False, **gradient_descent_params, ): """Run optmization on the embedding for a given number of steps. Parameters ---------- n_iter: int The number of optimization iterations. learning_rate: Union[str, float] The learning rate for t-SNE optimization. When ``learning_rate="auto"`` the appropriate learning rate is selected according to N / exaggeration as determined in Belkina et al. (2019), Nature Communications. Note that this will result in a different learning rate during the early exaggeration phase and afterwards. This should *not* be used when adding samples into existing embeddings, where the learning rate often needs to be much lower to obtain convergence. exaggeration: float The exaggeration factor is used to increase the attractive forces of nearby points, producing more compact clusters. momentum: float Momentum accounts for gradient directions from previous iterations, resulting in faster convergence. negative_gradient_method: str Specifies the negative gradient approximation method to use. For smaller data sets, the Barnes-Hut approximation is appropriate and can be set using one of the following aliases: ``bh``, ``BH`` or ``barnes-hut``. For larger data sets, the FFT accelerated interpolation method is more appropriate and can be set using one of the following aliases: ``fft``, ``FFT`` or ``ìnterpolation``. Alternatively, you can use ``auto`` to approximately select the faster method. theta: float This is the trade-off parameter between speed and accuracy of the tree approximation method. Typical values range from 0.2 to 0.8. The value 0 indicates that no approximation is to be made and produces exact results also producing longer runtime. n_interpolation_points: int Only used when ``negative_gradient_method="fft"`` or its other aliases. The number of interpolation points to use within each grid cell for interpolation based t-SNE. It is highly recommended leaving this value at the default 3. min_num_intervals: int Only used when ``negative_gradient_method="fft"`` or its other aliases. The minimum number of grid cells to use, regardless of the ``ints_in_interval`` parameter. Higher values provide more accurate gradient estimations. inplace: bool Whether or not to create a copy of the embedding or to perform updates inplace. propagate_exception: bool The optimization process can be interrupted using callbacks. This flag indicates whether we should propagate that exception or to simply stop optimization and return the resulting embedding. n_jobs: int The number of threads to use while running t-SNE. This follows the scikit-learn convention, ``-1`` meaning all processors, ``-2`` meaning all but one, etc. callbacks: Callable[[int, float, np.ndarray] -> bool] Callbacks, which will be run every ``callbacks_every_iters`` iterations. callbacks_every_iters: int How many iterations should pass between each time the callbacks are invoked. Returns ------- PartialTSNEEmbedding An optimized partial t-SNE embedding. Raises ------ OptimizationInterrupt If a callback stops the optimization and the ``propagate_exception`` flag is set, then an exception is raised. """ # Typically we want to return a new embedding and keep the old one intact if inplace: embedding = self else: embedding = PartialTSNEEmbedding( np.copy(self), self.reference_embedding, self.P, optimizer=self.optimizer.copy(), **self.gradient_descent_params, ) # If optimization parameters were passed to this funciton, prefer those # over the defaults specified in the TSNE object optim_params = dict(self.gradient_descent_params) optim_params.update(gradient_descent_params) optim_params["n_iter"] = n_iter _handle_nice_params(embedding, optim_params) try: # Run gradient descent with the embedding optimizer so gains are # properly updated and kept error, embedding = embedding.optimizer( embedding=embedding, reference_embedding=self.reference_embedding, P=self.P, **optim_params, ) except OptimizationInterrupt as ex: log.info("Optimization was interrupted with callback.") if propagate_exception: raise ex error, embedding = ex.error, ex.final_embedding embedding.kl_divergence = error return embedding class TSNEEmbedding(np.ndarray): """A t-SNE embedding. Please see the :ref:`parameter-guide` for more information. Parameters ---------- embedding: np.ndarray Initial positions for each data point. affinities: Affinities An affinity index which can be used to compute the affinities of new points to the points in the existing embedding. The affinity index also contains the affinity matrix :math:`P` used during optimization. learning_rate: Union[str, float] The learning rate for t-SNE optimization. When ``learning_rate="auto"`` the appropriate learning rate is selected according to N / exaggeration as determined in Belkina et al. (2019), Nature Communications. Note that this will result in a different learning rate during the early exaggeration phase and afterwards. This should *not* be used when adding samples into existing embeddings, where the learning rate often needs to be much lower to obtain convergence. exaggeration: float The exaggeration factor is used to increase the attractive forces of nearby points, producing more compact clusters. dof: float Degrees of freedom as described in Kobak et al. "Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations", 2019. momentum: float Momentum accounts for gradient directions from previous iterations, resulting in faster convergence. negative_gradient_method: str Specifies the negative gradient approximation method to use. For smaller data sets, the Barnes-Hut approximation is appropriate and can be set using one of the following aliases: ``bh``, ``BH`` or ``barnes-hut``. For larger data sets, the FFT accelerated interpolation method is more appropriate and can be set using one of the following aliases: ``fft``, ``FFT`` or ``ìnterpolation``.A lternatively, you can use ``auto`` to approximately select the faster method. theta: float This is the trade-off parameter between speed and accuracy of the tree approximation method. Typical values range from 0.2 to 0.8. The value 0 indicates that no approximation is to be made and produces exact results also producing longer runtime. n_interpolation_points: int Only used when ``negative_gradient_method="fft"`` or its other aliases. The number of interpolation points to use within each grid cell for interpolation based t-SNE. It is highly recommended leaving this value at the default 3. min_num_intervals: int Only used when ``negative_gradient_method="fft"`` or its other aliases. The minimum number of grid cells to use, regardless of the ``ints_in_interval`` parameter. Higher values provide more accurate gradient estimations. random_state: Union[int, RandomState] The random state parameter follows the convention used in scikit-learn. If the value is an int, random_state is the seed used by the random number generator. If the value is a RandomState instance, then it will be used as the random number generator. If the value is None, the random number generator is the RandomState instance used by `np.random`. n_jobs: int The number of threads to use while running t-SNE. This follows the scikit-learn convention, ``-1`` meaning all processors, ``-2`` meaning all but one, etc. callbacks: Callable[[int, float, np.ndarray] -> bool] Callbacks, which will be run every ``callbacks_every_iters`` iterations. callbacks_every_iters: int How many iterations should pass between each time the callbacks are invoked. optimizer: gradient_descent Optionally, an existing optimizer can be used for optimization. This is useful for keeping momentum gains between different calls to :func:`optimize`. Attributes ---------- kl_divergence: float The KL divergence or error of the embedding. """ def __new__( cls, embedding, affinities, dof=1, n_interpolation_points=3, min_num_intervals=50, ints_in_interval=1, negative_gradient_method="auto", random_state=None, optimizer=None, **gradient_descent_params, ): init_checks.num_samples(embedding.shape[0], affinities.P.shape[0]) obj = np.array(embedding, dtype=np.float64, order="C").view(TSNEEmbedding) obj.affinities = affinities # type: Affinities obj.gradient_descent_params = gradient_descent_params # type: dict obj.gradient_descent_params.update({ "negative_gradient_method": negative_gradient_method, "n_interpolation_points": n_interpolation_points, "min_num_intervals": min_num_intervals, "ints_in_interval": ints_in_interval, "dof": dof, }) obj.random_state = random_state if optimizer is None: optimizer = gradient_descent() elif not isinstance(optimizer, gradient_descent): raise TypeError( "`optimizer` must be an instance of `%s`, but got `%s`." % (gradient_descent.__class__.__name__, type(optimizer)) ) obj.optimizer = optimizer obj.kl_divergence = None # Interpolation grid variables obj.interp_coeffs = None obj.box_x_lower_bounds = None obj.box_y_lower_bounds = None return obj def optimize( self, n_iter, inplace=False, propagate_exception=False, **gradient_descent_params, ): """Run optmization on the embedding for a given number of steps. Please see the :ref:`parameter-guide` for more information. Parameters ---------- n_iter: int The number of optimization iterations. learning_rate: Union[str, float] The learning rate for t-SNE optimization. When ``learning_rate="auto"`` the appropriate learning rate is selected according to N / exaggeration as determined in Belkina et al. (2019), Nature Communications. Note that this will result in a different learning rate during the early exaggeration phase and afterwards. This should *not* be used when adding samples into existing embeddings, where the learning rate often needs to be much lower to obtain convergence. exaggeration: float The exaggeration factor is used to increase the attractive forces of nearby points, producing more compact clusters. dof: float Degrees of freedom as described in Kobak et al. "Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations", 2019. momentum: float Momentum accounts for gradient directions from previous iterations, resulting in faster convergence. negative_gradient_method: str Specifies the negative gradient approximation method to use. For smaller data sets, the Barnes-Hut approximation is appropriate and can be set using one of the following aliases: ``bh``, ``BH`` or ``barnes-hut``. For larger data sets, the FFT accelerated interpolation method is more appropriate and can be set using one of the following aliases: ``fft``, ``FFT`` or ``ìnterpolation``. Alternatively, you can use ``auto`` to approximately select the faster method. theta: float This is the trade-off parameter between speed and accuracy of the tree approximation method. Typical values range from 0.2 to 0.8. The value 0 indicates that no approximation is to be made and produces exact results also producing longer runtime. n_interpolation_points: int Only used when ``negative_gradient_method="fft"`` or its other aliases. The number of interpolation points to use within each grid cell for interpolation based t-SNE. It is highly recommended leaving this value at the default 3. min_num_intervals: int Only used when ``negative_gradient_method="fft"`` or its other aliases. The minimum number of grid cells to use, regardless of the ``ints_in_interval`` parameter. Higher values provide more accurate gradient estimations. inplace: bool Whether or not to create a copy of the embedding or to perform updates inplace. propagate_exception: bool The optimization process can be interrupted using callbacks. This flag indicates whether we should propagate that exception or to simply stop optimization and return the resulting embedding. max_grad_norm: float Maximum gradient norm. If the norm exceeds this value, it will be clipped. This is most beneficial when adding points into an existing embedding and the new points overlap with the reference points, leading to large gradients. This can make points "shoot off" from the embedding, causing the interpolation method to compute a very large grid, and leads to worse results. max_step_norm: float Maximum update norm. If the norm exceeds this value, it will be clipped. This prevents points from "shooting off" from the embedding. n_jobs: int The number of threads to use while running t-SNE. This follows the scikit-learn convention, ``-1`` meaning all processors, ``-2`` meaning all but one, etc. callbacks: Callable[[int, float, np.ndarray] -> bool] Callbacks, which will be run every ``callbacks_every_iters`` iterations. callbacks_every_iters: int How many iterations should pass between each time the callbacks are invoked. Returns ------- TSNEEmbedding An optimized t-SNE embedding. Raises ------ OptimizationInterrupt If a callback stops the optimization and the ``propagate_exception`` flag is set, then an exception is raised. """ # Typically we want to return a new embedding and keep the old one intact if inplace: embedding = self else: embedding = TSNEEmbedding( np.copy(self), self.affinities, random_state=self.random_state, optimizer=self.optimizer.copy(), **self.gradient_descent_params, ) # If optimization parameters were passed to this funciton, prefer those # over the defaults specified in the TSNE object optim_params = dict(self.gradient_descent_params) optim_params.update(gradient_descent_params) optim_params["n_iter"] = n_iter _handle_nice_params(embedding, optim_params) try: # Run gradient descent with the embedding optimizer so gains are # properly updated and kept error, embedding = embedding.optimizer( embedding=embedding, P=self.affinities.P, **optim_params ) except OptimizationInterrupt as ex: log.info("Optimization was interrupted with callback.") if propagate_exception: raise ex error, embedding = ex.error, ex.final_embedding embedding.kl_divergence = error return embedding def transform( self, X, perplexity=5, initialization="median", k=25, learning_rate=0.1, early_exaggeration=4, early_exaggeration_iter=0, exaggeration=1.5, n_iter=250, initial_momentum=0.8, final_momentum=0.8, max_grad_norm=0.25, max_step_norm=None, ): """Embed new points into the existing embedding. This procedure optimizes each point only with respect to the existing embedding i.e. it ignores any interactions between the points in ``X`` among themselves. Please see the :ref:`parameter-guide` for more information. Parameters ---------- X: np.ndarray The data matrix to be added to the existing embedding. perplexity: float Perplexity can be thought of as the continuous :math:`k` number of nearest neighbors, for which t-SNE will attempt to preserve distances. However, when transforming, we only consider neighbors in the existing embedding i.e. each data point is placed into the embedding, independently of other new data points. initialization: Union[np.ndarray, str] The initial point positions to be used in the embedding space. Can be a precomputed numpy array, ``median``, ``weighted`` or ``random``. In all cases, ``median`` of ``weighted`` should be preferred. k: int The number of nearest neighbors to consider when initially placing the point onto the embedding. This is different from ``perpelxity`` because perplexity affects optimization while this only affects the initial point positions. learning_rate: Union[str, float] The learning rate for t-SNE optimization. When ``learning_rate="auto"`` the appropriate learning rate is selected according to N / exaggeration as determined in Belkina et al. (2019), Nature Communications. Note that this will result in a different learning rate during the early exaggeration phase and afterwards. This should *not* be used when adding samples into existing embeddings, where the learning rate often needs to be much lower to obtain convergence. early_exaggeration_iter: int The number of iterations to run in the *early exaggeration* phase. early_exaggeration: float The exaggeration factor to use during the *early exaggeration* phase. Typical values range from 4 to 32. n_iter: int The number of iterations to run in the normal optimization regime. exaggeration: float The exaggeration factor to use during the normal optimization phase. This can be used to form more densely packed clusters and is useful for large data sets. initial_momentum: float The momentum to use during the *early exaggeration* phase. final_momentum: float The momentum to use during the normal optimization phase. max_grad_norm: float Maximum gradient norm. If the norm exceeds this value, it will be clipped. This is most beneficial when adding points into an existing embedding and the new points overlap with the reference points, leading to large gradients. This can make points "shoot off" from the embedding, causing the interpolation method to compute a very large grid, and leads to worse results. max_step_norm: float Maximum update norm. If the norm exceeds this value, it will be clipped. This prevents points from "shooting off" from the embedding. Returns ------- PartialTSNEEmbedding The positions of the new points in the embedding space. """ # Since the standard usage of t-SNE uses perplexities, check if the # currently used affinity class supports either the `perplexity` or # `perplexities` parameters. affinity_signature = inspect.signature(self.affinities.to_new) if "perplexity" in affinity_signature.parameters: affinity_params = {"perplexity": perplexity} elif "perplexities" in affinity_signature.parameters: affinity_params = {"perplexities": perplexity} else: raise TypeError( f"`transform` currently does not support " f"{self.affinities.__class__.__name__} affinities. Please use " f"`prepare_partial` and `optimize` to add points to the embedding." ) # Center the current embedding self -= (np.max(self, axis=0) + np.min(self, axis=0)) / 2 embedding = self.prepare_partial( X, initialization=initialization, k=k, **affinity_params ) try: embedding.optimize( n_iter=early_exaggeration_iter, learning_rate=learning_rate, exaggeration=early_exaggeration, momentum=initial_momentum, inplace=True, propagate_exception=True, max_grad_norm=max_grad_norm, max_step_norm=max_step_norm, ) embedding.optimize( n_iter=n_iter, learning_rate=learning_rate, exaggeration=exaggeration, momentum=final_momentum, inplace=True, propagate_exception=True, max_grad_norm=max_grad_norm, max_step_norm=max_step_norm, ) except OptimizationInterrupt as ex: log.info("Optimization was interrupted with callback.") embedding = ex.final_embedding return embedding def prepare_partial(self, X, initialization="median", k=25, **affinity_params): """Prepare a partial embedding which can be optimized. Parameters ---------- X: np.ndarray The data matrix to be added to the existing embedding. initialization: Union[np.ndarray, str] The initial point positions to be used in the embedding space. Can be a precomputed numpy array, ``median``, ``weighted`` or ``random``. In all cases, ``median`` of ``weighted`` should be preferred. k: int The number of nearest neighbors to consider when initially placing the point onto the embedding. This is different from ``perpelxity`` because perplexity affects optimization while this only affects the initial point positions. **affinity_params: dict Additional params to be passed to the ``Affinities.to_new`` method. Please see individual :class:`~openTSNE.affinity.Affinities` implementations as the parameters differ between implementations. Returns ------- PartialTSNEEmbedding An unoptimized :class:`PartialTSNEEmbedding` object, prepared for optimization. """ # To maintain perfect backwards compatibility and to handle the very # specific case when the user wants to pass in `perplexity` to the # multiscale affinity object (multiscale accepts `perplexities`), rename # this parameter so everything works affinity_signature = inspect.signature(self.affinities.to_new) if ( "perplexities" in affinity_signature.parameters and "perplexities" in affinity_signature.parameters and "perplexity" in affinity_params and "perplexities" not in affinity_params ): affinity_params["perplexities"] = affinity_params.pop("perplexity") P, neighbors, distances = self.affinities.to_new( X, return_distances=True, **affinity_params ) # If initial positions are given in an array, use a copy of that if isinstance(initialization, np.ndarray): init_checks.num_samples(initialization.shape[0], X.shape[0]) init_checks.num_dimensions(initialization.shape[1], self.shape[1]) embedding = np.array(initialization) # Random initialization with isotropic normal distribution elif initialization == "random": embedding = initialization_scheme.random( X, self.shape[1], self.random_state ) elif initialization == "weighted": embedding = initialization_scheme.weighted_mean( X, self, neighbors[:, :k], distances[:, :k] ) elif initialization == "median": embedding = initialization_scheme.median(self, neighbors[:, :k]) else: raise ValueError(f"Unrecognized initialization scheme `{initialization}`.") return PartialTSNEEmbedding( embedding, self, P=P, **self.gradient_descent_params, ) def prepare_interpolation_grid(self, padding=0.25): """Evaluate and save the interpolation grid coefficients. Parameters ---------- padding: float During standard optimization, the grid hugs the embedding points as closely as possible, but this is not what we want when performing transform. This paraemter specifies how much empty space should be appended in each dimension. The values are given in percentages. """ # Center embedding into our grid self -= (np.max(self, axis=0) + np.min(self, axis=0)) / 2 if self.shape[1] == 1: f = _tsne.prepare_negative_gradient_fft_interpolation_grid_1d elif self.shape[1] == 2: f = _tsne.prepare_negative_gradient_fft_interpolation_grid_2d else: raise RuntimeError("Cannot prepare interpolation grid for >2d embeddings") result = f( self.ravel() if self.shape[1] == 1 else self, self.gradient_descent_params["n_interpolation_points"], self.gradient_descent_params["min_num_intervals"], self.gradient_descent_params["ints_in_interval"], self.gradient_descent_params["dof"], padding=padding, ) if len(result) == 2: # 1d case self.interp_coeffs, self.box_x_lower_bounds = result elif len(result) == 3: # 2d case self.interp_coeffs, self.box_x_lower_bounds, self.box_y_lower_bounds = result else: raise RuntimeError( "Prepare interpolation grid function returned >3 values!" ) def __reduce__(self): state = super().__reduce__() new_state = state[2] + ( self.optimizer, self.affinities, self.gradient_descent_params, self.random_state, self.kl_divergence, self.interp_coeffs, self.box_x_lower_bounds, self.box_y_lower_bounds, ) return state[0], state[1], new_state def __setstate__(self, state): self.box_y_lower_bounds = state[-1] self.box_x_lower_bounds = state[-2] self.interp_coeffs = state[-3] self.kl_divergence = state[-4] self.random_state = state[-5] self.gradient_descent_params = state[-6] self.affinities = state[-7] if len(state) == 12: # backwards compat (when I forgot optimizer) self.optimizer = gradient_descent() super().__setstate__(state[:-7]) else: self.optimizer = state[-8] super().__setstate__(state[:-8]) class TSNE(BaseEstimator): """t-Distributed Stochastic Neighbor Embedding. Please see the :ref:`parameter-guide` for more information. Parameters ---------- n_components: int The dimension of the embedding space. This deafults to 2 for easy visualization, but sometimes 1 is used for t-SNE heatmaps. t-SNE is not designed to embed into higher dimension and please note that acceleration schemes break down and are not fully implemented. perplexity: float Perplexity can be thought of as the continuous :math:`k` number of nearest neighbors, for which t-SNE will attempt to preserve distances. learning_rate: Union[str, float] The learning rate for t-SNE optimization. When ``learning_rate="auto"`` the appropriate learning rate is selected according to N / exaggeration as determined in Belkina et al. (2019), Nature Communications. Note that this will result in a different learning rate during the early exaggeration phase and afterwards. This should *not* be used when adding samples into existing embeddings, where the learning rate often needs to be much lower to obtain convergence. early_exaggeration_iter: int The number of iterations to run in the *early exaggeration* phase. early_exaggeration: Union[str, float] The exaggeration factor to use during the *early exaggeration* phase. Typical values range from 4 to 32. When ``early_exaggeration="auto"`` early exaggeration factor defaults to 12, unless desired subsequent exaggeration is higher, i.e.: ``early_exaggeration = max(12, exaggeration)``. n_iter: int The number of iterations to run in the normal optimization regime. exaggeration: float The exaggeration factor to use during the normal optimization phase. This can be used to form more densely packed clusters and is useful for large data sets. dof: float Degrees of freedom as described in Kobak et al. "Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations", 2019. theta: float Only used when ``negative_gradient_method="bh"`` or its other aliases. This is the trade-off parameter between speed and accuracy of the tree approximation method. Typical values range from 0.2 to 0.8. The value 0 indicates that no approximation is to be made and produces exact results also producing longer runtime. Alternatively, you can use ``auto`` to approximately select the faster method. n_interpolation_points: int Only used when ``negative_gradient_method="fft"`` or its other aliases. The number of interpolation points to use within each grid cell for interpolation based t-SNE. It is highly recommended leaving this value at the default 3. min_num_intervals: int Only used when ``negative_gradient_method="fft"`` or its other aliases. The minimum number of grid cells to use, regardless of the ``ints_in_interval`` parameter. Higher values provide more accurate gradient estimations. ints_in_interval: float Only used when ``negative_gradient_method="fft"`` or its other aliases. Indicates how large a grid cell should be e.g. a value of 3 indicates a grid side length of 3. Lower values provide more accurate gradient estimations. initialization: Union[np.ndarray, str] The initial point positions to be used in the embedding space. Can be a precomputed numpy array, ``pca``, ``spectral`` or ``random``. Please note that when passing in a precomputed positions, it is highly recommended that the point positions have small variance (std(Y) < 0.0001), otherwise you may get poor embeddings. metric: Union[str, Callable] The metric to be used to compute affinities between points in the original space. metric_params: dict Additional keyword arguments for the metric function. initial_momentum: float The momentum to use during the *early exaggeration* phase. final_momentum: float The momentum to use during the normal optimization phase. max_grad_norm: float Maximum gradient norm. If the norm exceeds this value, it will be clipped. This is most beneficial when adding points into an existing embedding and the new points overlap with the reference points, leading to large gradients. This can make points "shoot off" from the embedding, causing the interpolation method to compute a very large grid, and leads to worse results. max_step_norm: float Maximum update norm. If the norm exceeds this value, it will be clipped. This prevents points from "shooting off" from the embedding. n_jobs: int The number of threads to use while running t-SNE. This follows the scikit-learn convention, ``-1`` meaning all processors, ``-2`` meaning all but one, etc. neighbors: str Specifies the nearest neighbor method to use. Can be ``exact``, ``annoy``, ``pynndescent``, ``hnsw``, ``approx``, or ``auto`` (default). ``approx`` uses Annoy if the input data matrix is not a sparse object and if Annoy supports the given metric. Otherwise it uses Pynndescent. ``auto`` uses exact nearest neighbors for N<1000 and the same heuristic as ``approx`` for N>=1000. negative_gradient_method: str Specifies the negative gradient approximation method to use. For smaller data sets, the Barnes-Hut approximation is appropriate and can be set using one of the following aliases: ``bh``, ``BH`` or ``barnes-hut``. For larger data sets, the FFT accelerated interpolation method is more appropriate and can be set using one of the following aliases: ``fft``, ``FFT`` or ``ìnterpolation``. Alternatively, you can use ``auto`` to approximately select the faster method. callbacks: Union[Callable, List[Callable]] Callbacks, which will be run every ``callbacks_every_iters`` iterations. callbacks_every_iters: int How many iterations should pass between each time the callbacks are invoked. random_state: Union[int, RandomState] If the value is an int, random_state is the seed used by the random number generator. If the value is a RandomState instance, then it will be used as the random number generator. If the value is None, the random number generator is the RandomState instance used by `np.random`. verbose: bool """ def __init__( self, n_components=2, perplexity=30, learning_rate="auto", early_exaggeration_iter=250, early_exaggeration="auto", n_iter=500, exaggeration=None, dof=1, theta=0.5, n_interpolation_points=3, min_num_intervals=50, ints_in_interval=1, initialization="pca", metric="euclidean", metric_params=None, initial_momentum=0.8, final_momentum=0.8, max_grad_norm=None, max_step_norm=5, n_jobs=1, neighbors="auto", negative_gradient_method="auto", callbacks=None, callbacks_every_iters=50, random_state=None, verbose=False, ): self.n_components = n_components self.perplexity = perplexity self.learning_rate = learning_rate if early_exaggeration == "auto": if exaggeration is None: self.early_exaggeration = 12 else: self.early_exaggeration = max(12, exaggeration) else: self.early_exaggeration = early_exaggeration self.early_exaggeration_iter = early_exaggeration_iter self.n_iter = n_iter self.exaggeration = exaggeration self.dof = dof self.theta = theta self.n_interpolation_points = n_interpolation_points self.min_num_intervals = min_num_intervals self.ints_in_interval = ints_in_interval # Check if the number of components match the initialization dimension if isinstance(initialization, np.ndarray): init_checks.num_dimensions(initialization.shape[1], n_components) self.initialization = initialization self.metric = metric self.metric_params = metric_params self.initial_momentum = initial_momentum self.final_momentum = final_momentum self.max_grad_norm = max_grad_norm self.max_step_norm = max_step_norm self.n_jobs = n_jobs self.neighbors = neighbors self.negative_gradient_method = negative_gradient_method self.callbacks = callbacks self.callbacks_every_iters = callbacks_every_iters self.random_state = random_state self.verbose = verbose def fit(self, X=None, affinities=None, initialization=None): """Fit a t-SNE embedding for a given data set. Runs the standard t-SNE optimization, consisting of the early exaggeration phase and a normal optimization phase. This function call be called in two ways. 1. We can call it in the standard way using a ``np.array``. This will compute the affinity matrix and initialization, and run the optimization as usual. 2. We can also pass in a precomputed ``affinity`` object, which will override the affinity-related paramters specified in the constructor. This is useful when you wish to use custom affinity objects. Please note that some initialization schemes require ``X`` to be specified, e.g. PCA. If the initilization is not able to be computed, we default to using spectral initilization calculated from the affinity matrix. Parameters ---------- X: Optional[np.ndarray] The data matrix to be embedded. affinities: Optional[openTSNE.affinity.Affinities] A precomputed affinity object. If specified, other affinity-related parameters are ignored e.g. `perplexity` and anything nearest-neighbor search related. initialization: Optional[np.ndarray] The initial point positions to be used in the embedding space. Can be a precomputed numpy array, ``pca``, ``spectral`` or ``random``. Please note that when passing in a precomputed positions, it is highly recommended that the point positions have small variance (std(Y) < 0.0001), otherwise you may get poor embeddings. Returns ------- TSNEEmbedding A fully optimized t-SNE embedding. """ if self.verbose: print("-" * 80, repr(self), "-" * 80, sep="\n") embedding = self.prepare_initial(X, affinities, initialization) try: # Early exaggeration with lower momentum to allow points to find more # easily move around and find their neighbors embedding.optimize( n_iter=self.early_exaggeration_iter, exaggeration=self.early_exaggeration, momentum=self.initial_momentum, inplace=True, propagate_exception=True, ) # Restore actual affinity probabilities and increase momentum to get # final, optimized embedding embedding.optimize( n_iter=self.n_iter, exaggeration=self.exaggeration, momentum=self.final_momentum, inplace=True, propagate_exception=True, ) except OptimizationInterrupt as ex: log.info("Optimization was interrupted with callback.") embedding = ex.final_embedding return embedding def prepare_initial(self, X=None, affinities=None, initialization=None): """Prepare the initial embedding which can be optimized as needed. This function call be called in two ways. 1. We can call it in the standard way using a ``np.array``. This will compute the affinity matrix and initialization as usual. 2. We can also pass in a precomputed ``affinity`` object, which will override the affinity-related paramters specified in the constructor. This is useful when you wish to use custom affinity objects. Please note that some initialization schemes require ``X`` to be specified, e.g. PCA. If the initilization is not able to be computed, we default to using spectral initilization calculated from the affinity matrix. Parameters ---------- X: Optional[np.ndarray] The data matrix to be embedded. affinities: Optional[openTSNE.affinity.Affinities] A precomputed affinity object. If specified, other affinity-related parameters are ignored e.g. `perplexity` and anything nearest-neighbor search related. initialization: Optional[np.ndarray] The initial point positions to be used in the embedding space. Can be a precomputed numpy array, ``pca``, ``spectral`` or ``random``. Please note that when passing in a precomputed positions, it is highly recommended that the point positions have small variance (std(Y) < 0.0001), otherwise you may get poor embeddings. Returns ------- TSNEEmbedding An unoptimized :class:`TSNEEmbedding` object, prepared for optimization. """ # Either `X` or `affinities` must be specified if X is None and affinities is None and initialization is None: raise ValueError( "At least one of the parameters `X` or `affinities` must be specified!" ) # If precomputed affinites are given, use those, otherwise proceed with # standard perpelxity-based affinites if affinities is None: affinities = MultiscaleMixture( X, self.perplexity, method=self.neighbors, metric=self.metric, metric_params=self.metric_params, n_jobs=self.n_jobs, random_state=self.random_state, verbose=self.verbose, ) else: if not isinstance(affinities, Affinities): raise ValueError( "`affinities` must be an instance of `openTSNE.affinity.Affinities`" ) log.info( "Precomputed affinities provided. Ignoring perplexity-related parameters." ) # If a precomputed initialization was specified, use that, otherwise # use the parameters specified in the constructor if initialization is None: initialization = self.initialization log.info( "Precomputed initialization provided. Ignoring initalization-related " "parameters." ) # If only the affinites have been specified, and the initialization depends # on `X`, switch to spectral initalization if X is None and isinstance(initialization, str) and initialization == "pca": log.warning( "Attempting to use `pca` initalization, but no `X` matrix specified! " "Using `spectral` initilization instead, which doesn't need access " "to the data matrix" ) initialization = "spectral" # Same spiel for precomputed distance matrices if self.metric == "precomputed" and isinstance(initialization, str) and initialization == "pca": log.warning( "Attempting to use `pca` initalization, but using precomputed " "distance matrix! Using `spectral` initilization instead, which " "doesn't need access to the data matrix." ) initialization = "spectral" # Determine the number of samples in the input data set if X is not None: n_samples = X.shape[0] else: n_samples = affinities.P.shape[0] # If initial positions are given in an array, use a copy of that if isinstance(initialization, np.ndarray): init_checks.num_samples(initialization.shape[0], n_samples) init_checks.num_dimensions(initialization.shape[1], self.n_components) embedding = np.array(initialization) stddev = np.std(embedding, axis=0) if any(stddev > 1e-2): log.warning( "Standard deviation of embedding is greater than 0.0001. Initial " "embeddings with high variance may have display poor convergence." ) elif initialization == "pca": embedding = initialization_scheme.pca( X, self.n_components, random_state=self.random_state, verbose=self.verbose, ) elif initialization == "random": embedding = initialization_scheme.random( n_samples, self.n_components, random_state=self.random_state, verbose=self.verbose, ) elif initialization == "spectral": embedding = initialization_scheme.spectral( affinities.P, self.n_components, random_state=self.random_state, verbose=self.verbose, ) else: raise ValueError( f"Unrecognized initialization scheme `{initialization}`." ) gradient_descent_params = { "dof": self.dof, "negative_gradient_method": self.negative_gradient_method, "learning_rate": self.learning_rate, # By default, use the momentum used in unexaggerated phase "momentum": self.final_momentum, # Barnes-Hut params "theta": self.theta, # Interpolation params "n_interpolation_points": self.n_interpolation_points, "min_num_intervals": self.min_num_intervals, "ints_in_interval": self.ints_in_interval, "max_grad_norm": self.max_grad_norm, "max_step_norm": self.max_step_norm, "n_jobs": self.n_jobs, "verbose": self.verbose, # Callback params "callbacks": self.callbacks, "callbacks_every_iters": self.callbacks_every_iters, } return TSNEEmbedding( embedding, affinities=affinities, random_state=self.random_state, **gradient_descent_params, ) def kl_divergence_bh( embedding, P, dof, bh_params, reference_embedding=None, should_eval_error=False, n_jobs=1, **_, ): gradient = np.zeros_like(embedding, dtype=np.float64, order="C") # In the event that we wish to embed new points into an existing embedding # using simple optimization, we compute optimize the new embedding points # w.r.t. the existing embedding. Otherwise, we want to optimize the # embedding w.r.t. itself. We've also got to make sure that the points' # interactions don't interfere with each other pairwise_normalization = reference_embedding is None if reference_embedding is None: reference_embedding = embedding # Compute negative gradient tree = QuadTree(reference_embedding) sum_Q = _tsne.estimate_negative_gradient_bh( tree, embedding, gradient, **bh_params, dof=dof, num_threads=n_jobs, pairwise_normalization=pairwise_normalization, ) del tree # Compute positive gradient sum_P, kl_divergence_ = _tsne.estimate_positive_gradient_nn( P.indices, P.indptr, P.data, embedding, reference_embedding, gradient, dof, num_threads=n_jobs, should_eval_error=should_eval_error, ) # Computing positive gradients summed up only unnormalized q_ijs, so we # have to include normalziation term separately if should_eval_error: kl_divergence_ += sum_P * np.log(sum_Q + EPSILON) return kl_divergence_, gradient def kl_divergence_fft( embedding, P, dof, fft_params, reference_embedding=None, should_eval_error=False, n_jobs=1, **_, ): gradient = np.zeros_like(embedding, dtype=np.float64, order="C") # Compute negative gradient. if embedding.ndim == 1 or embedding.shape[1] == 1: if reference_embedding is not None: sum_Q = _tsne.estimate_negative_gradient_fft_1d_with_grid( embedding.ravel(), gradient.ravel(), reference_embedding.interp_coeffs, reference_embedding.box_x_lower_bounds, fft_params["n_interpolation_points"], dof=dof, ) else: sum_Q = _tsne.estimate_negative_gradient_fft_1d( embedding.ravel(), gradient.ravel(), **fft_params, dof=dof ) elif embedding.shape[1] == 2: if reference_embedding is not None: sum_Q = _tsne.estimate_negative_gradient_fft_2d_with_grid( embedding, gradient, reference_embedding.interp_coeffs, reference_embedding.box_x_lower_bounds, reference_embedding.box_y_lower_bounds, fft_params["n_interpolation_points"], dof=dof, ) else: sum_Q = _tsne.estimate_negative_gradient_fft_2d( embedding, gradient, **fft_params, dof=dof ) else: raise RuntimeError( "Interpolation based t-SNE for >2 dimensions is currently " "unsupported (and generally a bad idea)" ) # The positive gradient function needs a reference embedding always if reference_embedding is None: reference_embedding = embedding # Compute positive gradient sum_P, kl_divergence_ = _tsne.estimate_positive_gradient_nn( P.indices, P.indptr, P.data, embedding, reference_embedding, gradient, dof, num_threads=n_jobs, should_eval_error=should_eval_error, ) if should_eval_error: kl_divergence_ += sum_P * np.log(sum_Q + EPSILON) return kl_divergence_, gradient class gradient_descent: def __init__(self): self.gains = None self.update = None def copy(self): optimizer = self.__class__() if self.gains is not None: optimizer.gains = np.copy(self.gains) if self.update is not None: optimizer.update = np.copy(self.update) return optimizer def __call__( self, embedding, P, n_iter, objective_function, learning_rate="auto", momentum=0.8, exaggeration=None, dof=1, min_gain=0.01, max_grad_norm=None, max_step_norm=5, theta=0.5, n_interpolation_points=3, min_num_intervals=50, ints_in_interval=1, reference_embedding=None, n_jobs=1, use_callbacks=False, callbacks=None, callbacks_every_iters=50, verbose=False, ): """Perform batch gradient descent with momentum and gains. Parameters ---------- embedding: np.ndarray The embedding :math:`Y`. P: array_like Joint probability matrix :math:`P`. n_iter: int The number of iterations to run for. objective_function: Callable[..., Tuple[float, np.ndarray]] A callable that evaluates the error and gradient for the current embedding. learning_rate: Union[str, float] The learning rate for t-SNE optimization. When ``learning_rate="auto"`` the appropriate learning rate is selected according to N / exaggeration as determined in Belkina et al. (2019), Nature Communications. Note that this will result in a different learning rate during the early exaggeration phase and afterwards. This should *not* be used when adding samples into existing embeddings, where the learning rate often needs to be much lower to obtain convergence. momentum: float Momentum accounts for gradient directions from previous iterations, resulting in faster convergence. exaggeration: float The exaggeration factor is used to increase the attractive forces of nearby points, producing more compact clusters. dof: float Degrees of freedom of the Student's t-distribution. min_gain: float Minimum individual gain for each parameter. max_grad_norm: float Maximum gradient norm. If the norm exceeds this value, it will be clipped. This is most beneficial when adding points into an existing embedding and the new points overlap with the reference points, leading to large gradients. This can make points "shoot off" from the embedding, causing the interpolation method to compute a very large grid, and leads to worse results. max_step_norm: float Maximum update norm. If the norm exceeds this value, it will be clipped. This prevents points from "shooting off" from the embedding. theta: float This is the trade-off parameter between speed and accuracy of the tree approximation method. Typical values range from 0.2 to 0.8. The value 0 indicates that no approximation is to be made and produces exact results also producing longer runtime. n_interpolation_points: int Only used when ``negative_gradient_method="fft"`` or its other aliases. The number of interpolation points to use within each grid cell for interpolation based t-SNE. It is highly recommended leaving this value at the default 3. min_num_intervals: int Only used when ``negative_gradient_method="fft"`` or its other aliases. The minimum number of grid cells to use, regardless of the ``ints_in_interval`` parameter. Higher values provide more accurate gradient estimations. ints_in_interval: float Only used when ``negative_gradient_method="fft"`` or its other aliases. Indicates how large a grid cell should be e.g. a value of 3 indicates a grid side length of 3. Lower values provide more accurate gradient estimations. reference_embedding: np.ndarray If we are adding points to an existing embedding, we have to compute the gradients and errors w.r.t. the existing embedding. n_jobs: int The number of threads to use while running t-SNE. This follows the scikit-learn convention, ``-1`` meaning all processors, ``-2`` meaning all but one, etc. use_callbacks: bool callbacks: Callable[[int, float, np.ndarray] -> bool] Callbacks, which will be run every ``callbacks_every_iters`` iterations. callbacks_every_iters: int How many iterations should pass between each time the callbacks are invoked. Returns ------- float The KL divergence of the optimized embedding. np.ndarray The optimized embedding Y. Raises ------ OptimizationInterrupt If the provided callback interrupts the optimization, this is raised. """ assert isinstance(embedding, np.ndarray), ( "`embedding` must be an instance of `np.ndarray`. Got `%s` instead" % type(embedding) ) if reference_embedding is not None: assert isinstance(reference_embedding, np.ndarray), ( "`reference_embedding` must be an instance of `np.ndarray`. Got " "`%s` instead" % type(reference_embedding) ) # If the interpolation grid has not yet been evaluated, do it now if ( reference_embedding is not None and reference_embedding.interp_coeffs is None and objective_function is kl_divergence_fft ): reference_embedding.prepare_interpolation_grid() # If we're running transform and using the interpolation scheme, then we # should limit the range where new points can go to should_limit_range = False if reference_embedding is not None: if reference_embedding.box_x_lower_bounds is not None: should_limit_range = True lower_limit = reference_embedding.box_x_lower_bounds[0] upper_limit = reference_embedding.box_x_lower_bounds[-1] if self.update is None: self.update = np.zeros_like(embedding).view(np.ndarray) if self.gains is None: self.gains = np.ones_like(embedding).view(np.ndarray) bh_params = {"theta": theta} fft_params = { "n_interpolation_points": n_interpolation_points, "min_num_intervals": min_num_intervals, "ints_in_interval": ints_in_interval, } # Lie about the P values for bigger attraction forces if exaggeration is None: exaggeration = 1 if exaggeration != 1: P *= exaggeration # Notify the callbacks that the optimization is about to start if isinstance(callbacks, Iterable): for callback in callbacks: # Only call function if present on object getattr(callback, "optimization_about_to_start", lambda: ...)() timer = utils.Timer( "Running optimization with exaggeration=%.2f, lr=%.2f for %d iterations..." % ( exaggeration, learning_rate, n_iter ), verbose=verbose, ) timer.__enter__() if verbose: start_time = time() for iteration in range(n_iter): should_call_callback = use_callbacks and (iteration + 1) % callbacks_every_iters == 0 # Evaluate error on 50 iterations for logging, or when callbacks should_eval_error = should_call_callback or \ (verbose and (iteration + 1) % 50 == 0) error, gradient = objective_function( embedding, P, dof=dof, bh_params=bh_params, fft_params=fft_params, reference_embedding=reference_embedding, n_jobs=n_jobs, should_eval_error=should_eval_error, ) # Clip gradients to avoid points shooting off. This can be an issue # when applying transform and points are initialized so that the new # points overlap with the reference points, leading to large # gradients if max_grad_norm is not None: norm = np.linalg.norm(gradient, axis=1) coeff = max_grad_norm / (norm + 1e-6) mask = coeff < 1 gradient[mask] *= coeff[mask, None] # Correct the KL divergence w.r.t. the exaggeration if needed if should_eval_error and exaggeration != 1: error = error / exaggeration - np.log(exaggeration) if should_call_callback: # Continue only if all the callbacks say so should_stop = any( (bool(c(iteration + 1, error, embedding)) for c in callbacks) ) if should_stop: # Make sure to un-exaggerate P so it's not corrupted in future runs if exaggeration != 1: P /= exaggeration raise OptimizationInterrupt(error=error, final_embedding=embedding) # Update the embedding using the gradient grad_direction_flipped = np.sign(self.update) != np.sign(gradient) grad_direction_same = np.invert(grad_direction_flipped) self.gains[grad_direction_flipped] += 0.2 self.gains[grad_direction_same] = ( self.gains[grad_direction_same] * 0.8 + min_gain ) gradient = gradient.view(np.ndarray) self.update = momentum * self.update - learning_rate * self.gains * gradient # Clip the update sizes if max_step_norm is not None: update_norms = np.linalg.norm(self.update, axis=1, keepdims=True) mask = update_norms.squeeze() > max_step_norm self.update[mask] /= update_norms[mask] self.update[mask] *= max_step_norm embedding += self.update # Zero-mean the embedding only if we're not adding new data points, # otherwise this will reset point positions if reference_embedding is None: embedding -= np.mean(embedding, axis=0) # Limit any new points within the circle defined by the interpolation grid if should_limit_range: if embedding.shape[1] == 1: mask = (embedding < lower_limit) | (embedding > upper_limit) np.clip(embedding, lower_limit, upper_limit, out=embedding) elif embedding.shape[1] == 2: r_limit = max(abs(lower_limit), abs(upper_limit)) embedding, mask = utils.clip_point_to_disc(embedding, r_limit, inplace=True) # Zero out the momentum terms for the points that hit the boundary self.gains[~mask] = 0 if verbose and (iteration + 1) % 50 == 0: stop_time = time() print("Iteration %4d, KL divergence %6.4f, 50 iterations in %.4f sec" % ( iteration + 1, error, stop_time - start_time)) start_time = time() timer.__exit__() # Make sure to un-exaggerate P so it's not corrupted in future runs if exaggeration != 1: P /= exaggeration # The error from the loop is the one for the previous, non-updated # embedding. We need to return the error for the actual final embedding, so # compute that at the end before returning error, _ = objective_function( embedding, P, dof=dof, bh_params=bh_params, fft_params=fft_params, reference_embedding=reference_embedding, n_jobs=n_jobs, should_eval_error=True, ) return error, embedding openTSNE-1.0.2/openTSNE/utils.py000066400000000000000000000027731465662743300163430ustar00rootroot00000000000000from functools import wraps from time import time import warnings import numpy as np class Timer: def __init__(self, message, verbose=False): self.message = message self.start_time = time() self.verbose = verbose def __enter__(self): if self.verbose: print("===>", self.message) def __exit__(self, *args): end_time = time() if self.verbose: print(" --> Time elapsed: %.2f seconds" % (end_time - self.start_time)) def deprecate_parameter(parameter): def wrapper(f): @wraps(f) def func(*args, **kwargs): if parameter in kwargs: warnings.warn( f"The parameter `{parameter}` has been deprecated and will be " f"removed in future versions", category=FutureWarning, ) return f(*args, **kwargs) return func return wrapper def is_package_installed(libname): """Check whether a python package is installed.""" import importlib try: importlib.import_module(libname) return True except ImportError: return False def clip_point_to_disc(points, radius, inplace=False): if not inplace: points = points.copy() r = np.linalg.norm(points, axis=1) phi = np.arctan2(points[:, 0], points[:, 1]) mask = r > radius np.clip(r, 0, radius, out=r) points[:, 0] = r * np.sin(phi) points[:, 1] = r * np.cos(phi) return points, mask openTSNE-1.0.2/openTSNE/version.py000066400000000000000000000000261465662743300166550ustar00rootroot00000000000000__version__ = "1.0.2" openTSNE-1.0.2/pyproject.toml000066400000000000000000000001551465662743300161020ustar00rootroot00000000000000[build-system] requires = ["setuptools", "wheel", "cython", "numpy"] build-backend = "setuptools.build_meta" openTSNE-1.0.2/readthedocs.yml000066400000000000000000000003211465662743300161710ustar00rootroot00000000000000version: 2 build: os: ubuntu-20.04 tools: python: "3.9" python: install: - requirements: docs/requirements-doc.txt - method: pip path: . sphinx: configuration: docs/source/conf.py openTSNE-1.0.2/setup.py000066400000000000000000000242601465662743300147030ustar00rootroot00000000000000import distutils import os import platform import sys import tempfile import warnings from distutils import ccompiler from distutils.errors import CompileError, LinkError from distutils.sysconfig import customize_compiler from os.path import join import setuptools from Cython.Distutils.build_ext import new_build_ext as build_ext from setuptools import setup, Extension class ConvertNotebooksToDocs(distutils.cmd.Command): description = "Convert the example notebooks to reStructuredText that will" \ "be available in the documentation." user_options = [] def initialize_options(self): pass def finalize_options(self): pass def run(self): import nbconvert from os.path import join exporter = nbconvert.RSTExporter() writer = nbconvert.writers.FilesWriter() files = [ join("examples", "01_simple_usage.ipynb"), join("examples", "02_advanced_usage.ipynb"), join("examples", "03_preserving_global_structure.ipynb"), join("examples", "04_large_data_sets.ipynb"), ] target_dir = join("docs", "source", "examples") for fname in files: self.announce(f"Converting {fname}...") directory, nb_name = fname.split("/") nb_name, _ = nb_name.split(".") body, resources = exporter.from_file(fname) writer.build_directory = join(target_dir, nb_name) writer.write(body, resources, nb_name) def get_numpy_include(): import numpy return numpy.get_include() def get_include_dirs(): """Get include dirs for the compiler.""" return ( os.path.join(sys.prefix, "include"), os.path.join(sys.prefix, "Library", "include"), ) def get_library_dirs(): """Get library dirs for the compiler.""" return ( os.path.join(sys.prefix, "lib"), os.path.join(sys.prefix, "Library", "lib"), ) def has_c_library(library, extension=".c"): """Check whether a C/C++ library is available on the system to the compiler. Parameters ---------- library: str The library we want to check for e.g. if we are interested in FFTW3, we want to check for `fftw3.h`, so this parameter will be `fftw3`. extension: str If we want to check for a C library, the extension is `.c`, for C++ `.cc`, `.cpp` or `.cxx` are accepted. Returns ------- bool Whether or not the library is available. """ with tempfile.TemporaryDirectory(dir=".") as directory: name = join(directory, "%s%s" % (library, extension)) with open(name, "w") as f: f.write("#include <%s.h>\n" % library) f.write("int main() {}\n") # Get a compiler instance compiler = ccompiler.new_compiler() # Configure compiler to do all the platform specific things customize_compiler(compiler) # Add conda include dirs for inc_dir in get_include_dirs(): compiler.add_include_dir(inc_dir) assert isinstance(compiler, ccompiler.CCompiler) try: # Try to compile the file using the C compiler compiler.link_executable(compiler.compile([name]), name) return True except (CompileError, LinkError): return False class CythonBuildExt(build_ext): def build_extensions(self): extra_compile_args = [] extra_link_args = [] # Optimization compiler/linker flags are added appropriately compiler = self.compiler.compiler_type if compiler == "unix": extra_compile_args += ["-O3"] elif compiler == "msvc": extra_compile_args += ["/Ox", "/fp:fast"] if compiler == "unix": # https://stackoverflow.com/questions/22931147/stdisinf-does-not-work-with-ffast-math-how-to-check-for-infinity extra_compile_args += [ "-ffast-math", "-fno-finite-math-only", # we use infinity "-fno-associative-math", ] # Annoy specific flags annoy_ext = None for extension in extensions: if "annoy.annoylib" in extension.name: annoy_ext = extension assert annoy_ext is not None, "Annoy extension not found!" if compiler == "unix": annoy_ext.extra_compile_args += ["-std=c++14"] annoy_ext.extra_compile_args += ["-DANNOYLIB_MULTITHREADED_BUILD"] elif compiler == "msvc": annoy_ext.extra_compile_args += ["/std:c++14"] # Set minimum deployment version for MacOS if compiler == "unix" and platform.system() == "Darwin": macos_deployment_target = os.environ.get("MACOSX_DEPLOYMENT_TARGET", "10.12") extra_compile_args += [f"-mmacosx-version-min={macos_deployment_target}"] extra_link_args += ["-stdlib=libc++", f"-mmacosx-version-min={macos_deployment_target}"] # We don't want the compiler to optimize for system architecture if # we're building packages to be distributed by conda-forge, but if the # package is being built locally, this is desired if not ("AZURE_BUILD" in os.environ or "CONDA_BUILD" in os.environ): if platform.machine() == "ppc64le": extra_compile_args += ["-mcpu=native"] if platform.machine() == "x86_64": extra_compile_args += ["-march=native"] # We will disable openmp flags if the compiler doesn't support it. This # is only really an issue with OSX clang if has_c_library("omp"): print("Found openmp. Compiling with openmp flags...") if platform.system() == "Darwin" and compiler == "unix": extra_compile_args += ["-Xpreprocessor", "-fopenmp"] extra_link_args += ["-lomp"] elif compiler == "unix": extra_compile_args += ["-fopenmp"] extra_link_args += ["-fopenmp"] elif compiler == "msvc": extra_compile_args += ["/openmp"] extra_link_args += ["/openmp"] else: warnings.warn( "You appear to be using a compiler which does not support " "openMP, meaning that the library will not be able to run on " "multiple cores. Please install/enable openMP to use multiple " "cores." ) for extension in self.extensions: extension.extra_compile_args += extra_compile_args extension.extra_link_args += extra_link_args # Add numpy and system include directories for extension in self.extensions: extension.include_dirs.extend(get_include_dirs()) extension.include_dirs.append(get_numpy_include()) # Add numpy and system include directories for extension in self.extensions: extension.library_dirs.extend(get_library_dirs()) super().build_extensions() # Prepare the Annoy extension # Adapted from annoy setup.py # Various platform-dependent extras extra_compile_args = [] extra_link_args = [] annoy_path = "openTSNE/dependencies/annoy/" annoy = Extension( "openTSNE.dependencies.annoy.annoylib", [annoy_path + "annoymodule.cc"], depends=[annoy_path + f for f in ["annoylib.h", "kissrandom.h", "mman.h"]], language="c++", extra_compile_args=extra_compile_args, extra_link_args=extra_link_args, ) # Other extensions extensions = [ Extension("openTSNE.quad_tree", ["openTSNE/quad_tree.pyx"], language="c++"), Extension("openTSNE._tsne", ["openTSNE/_tsne.pyx"], language="c++"), Extension("openTSNE.kl_divergence", ["openTSNE/kl_divergence.pyx"], language="c++"), annoy, ] # Check if we have access to FFTW3 and if so, use that implementation if has_c_library("fftw3"): print("FFTW3 header files found. Using FFTW implementation of FFT.") extension_ = Extension( "openTSNE._matrix_mul.matrix_mul", ["openTSNE/_matrix_mul/matrix_mul_fftw3.pyx"], libraries=["fftw3"], language="c++", ) extensions.append(extension_) else: print("FFTW3 header files not found. Using numpy implementation of FFT.") extension_ = Extension( "openTSNE._matrix_mul.matrix_mul", ["openTSNE/_matrix_mul/matrix_mul_numpy.pyx"], language="c++", ) extensions.append(extension_) def readme(): with open("README.rst", encoding="utf-8") as f: return f.read() # Read in version __version__: str = "" # This is overridden by the next line exec(open(os.path.join("openTSNE", "version.py")).read()) setup( name="openTSNE", description="Extensible, parallel implementations of t-SNE", long_description=readme(), version=__version__, license="BSD-3-Clause", author="Pavlin Poličar", author_email="pavlin.g.p@gmail.com", url="https://github.com/pavlin-policar/openTSNE", project_urls={ "Documentation": "https://opentsne.readthedocs.io/", "Source": "https://github.com/pavlin-policar/openTSNE", "Issue Tracker": "https://github.com/pavlin-policar/openTSNE/issues", }, classifiers=[ "Development Status :: 5 - Production/Stable", "Intended Audience :: Science/Research", "Intended Audience :: Developers", "Topic :: Software Development", "Topic :: Scientific/Engineering", "Operating System :: Microsoft :: Windows", "Operating System :: POSIX", "Operating System :: Unix", "Operating System :: MacOS", "License :: OSI Approved", "Programming Language :: Python :: 3", "Topic :: Scientific/Engineering :: Artificial Intelligence", "Topic :: Scientific/Engineering :: Visualization", "Topic :: Software Development :: Libraries :: Python Modules", ], packages=setuptools.find_packages(include=["openTSNE", "openTSNE.*"]), python_requires=">=3.9", install_requires=[ "numpy>=1.16.6", "scikit-learn>=0.20", "scipy", ], extras_require={ "hnsw": "hnswlib~=0.4.0", "pynndescent": "pynndescent~=0.5.0", }, ext_modules=extensions, cmdclass={"build_ext": CythonBuildExt, "convert_notebooks": ConvertNotebooksToDocs}, ) openTSNE-1.0.2/tests/000077500000000000000000000000001465662743300143275ustar00rootroot00000000000000openTSNE-1.0.2/tests/__init__.py000066400000000000000000000000001465662743300164260ustar00rootroot00000000000000openTSNE-1.0.2/tests/quad_tree_debug.pyx000066400000000000000000000041761465662743300202200ustar00rootroot00000000000000from openTSNE.quad_tree cimport QuadTree, Node import numpy as np def print_tree(QuadTree tree): _print_tree(&tree.root) cdef _print_tree(Node * node, name=None, indent=0): """Print the quad tree in a readable textual format.""" if not node.num_points: return directions = {0: 'SW', 1: 'NW', 2: 'SE', 3: 'NE'} # Print the correct indentation print('\t' * indent + '%s: %s (%d) %s' % ( 'Root' if name is None else name, ['', '[+]'][not node.is_leaf], node.num_points, _str_point(node.center_of_mass), )) if not node.is_leaf: for sector in range(1 << node.n_dims): _print_tree(&node.children[sector], directions[sector], indent + 1) def _str_point(double[:] point): return '(%s)' % ', '.join('%.4f' % point[i] for i in range(point.shape[0])) def plot_tree(QuadTree tree, data): assert isinstance(data, np.ndarray), '`data` must be np.ndarray' if not data.dtype == np.float64: data = data.astype(np.float64) _plot_tree(&tree.root, data) cdef _plot_tree(Node * root, double[:, :] data): import matplotlib.pyplot as plt fig = plt.figure(figsize=(8, 8)) ax = fig.add_subplot(111) ax.set_xticks([]), ax.set_yticks([]), ax.axis('off') centers = [] _add_patch(ax, root, centers) centers = list(zip(*centers)) xs = [p[0] for p in data] ys = [p[1] for p in data] plt.scatter(xs, ys, s=20) # plt.scatter(centers[0], centers[1], edgecolors="r", facecolors="none", s=10, linewidths=1) plt.savefig("quadtree.png", dpi=80, rasterize=True, transparent=True, bbox_inches="tight") plt.show() cdef _add_patch(ax, Node * node, centers): import matplotlib.patches as patches min_bounds = np.asarray(node.center) - node.length / 2 ax.add_patch(patches.Rectangle( min_bounds, node.length, node.length, fill=False )) if not node.is_leaf: for i in range(1 << node.n_dims): _add_patch(ax, &node.children[i], centers) if node.num_points > 0: centers.append([node.center_of_mass[0], node.center_of_mass[1]]) openTSNE-1.0.2/tests/test_affinities.py000066400000000000000000000364071465662743300200730ustar00rootroot00000000000000import logging import unittest from functools import partial import numpy as np from scipy.spatial.distance import squareform, pdist from sklearn import datasets from sklearn.model_selection import train_test_split from openTSNE import affinity, nearest_neighbors affinity.log.setLevel(logging.ERROR) Multiscale = partial(affinity.Multiscale, method="exact") MultiscaleMixture = partial(affinity.MultiscaleMixture, method="exact") PerplexityBasedNN = partial(affinity.PerplexityBasedNN, method="exact") FixedSigmaNN = partial(affinity.FixedSigmaNN, method="exact") Uniform = partial(affinity.Uniform, method="exact") AFFINITY_CLASSES = [ ("PerplexityBasedNN", PerplexityBasedNN), ("FixedSigmaNN", partial(FixedSigmaNN, sigma=1)), ("MultiscaleMixture", partial(MultiscaleMixture, perplexities=[10, 20])), ("Multiscale", partial(Multiscale, perplexities=[10, 20])), ("UniformMean", partial(Uniform, k_neighbors=5, symmetrize="mean")), ("UniformMax", partial(Uniform, k_neighbors=5, symmetrize="max")), ] class TestPerplexityBased(unittest.TestCase): @classmethod def setUpClass(cls): cls.x = np.random.normal(100, 50, (91, 4)) def test_doesnt_change_perplexity_parameter_value(self): aff = PerplexityBasedNN(self.x, perplexity=140) self.assertEqual(aff.perplexity, 140) self.assertEqual(aff.effective_perplexity_, 30) def test_handles_reducing_perplexity_value(self): perplexity = 20 # initial perplexity values k_neighbors = perplexity * 3 aff = PerplexityBasedNN(self.x, perplexity=perplexity) self.assertEqual(aff.perplexity, perplexity) self.assertEqual(aff.effective_perplexity_, perplexity) # Check that the initial `P` matrix is allright n_samples = self.x.shape[0] original_P = aff.P.copy() # Can't check for equality because the matrix is symmetrized therefore # each point may have non-zero values in more than just the k neighbors self.assertTrue(original_P.nnz >= n_samples * k_neighbors) # Check that lowering the perplexity properly changes affinity matrix perplexity = 10 # lower the perplexity value k_neighbors = perplexity * 3 aff.set_perplexity(perplexity) self.assertEqual(aff.perplexity, perplexity) self.assertEqual(aff.effective_perplexity_, perplexity) reduced_P = aff.P.copy() self.assertTrue(reduced_P.nnz >= n_samples * k_neighbors) self.assertTrue(reduced_P.nnz < original_P.nnz, "Lower perplexities should consider less neighbors, " "resulting in a sparser affinity matrix") # Check that increasing the perplexity works (with a warning) # Larger than the original perplexity, but still less than the number of # nearest neighbors perplexity = 40 with self.assertLogs(affinity.log, level="WARNING"): aff.set_perplexity(perplexity) self.assertEqual(aff.perplexity, perplexity) self.assertEqual(aff.effective_perplexity_, perplexity) # Raising the perplexity above the number of neighbors in the kNN graph # would need to recompute the nearest neighbors, so it should raise an error with self.assertRaises(RuntimeError): aff.set_perplexity(70) # more than the number of nearest neighbors def test_set_perplexity_respects_symmetrization(self): # Apply symmetrization symmetrize = True aff = PerplexityBasedNN(self.x, perplexity=30, symmetrize=symmetrize) self.assertAlmostEqual(np.sum(aff.P - aff.P.T), 0, delta=1e-16) aff.set_perplexity(20) self.assertAlmostEqual(np.sum(aff.P - aff.P.T), 0, delta=1e-16) # Skip symmetrization symmetrize = False aff = PerplexityBasedNN(self.x, perplexity=30, symmetrize=symmetrize) self.assertAlmostEqual(np.sum(aff.P - aff.P.T), 0, delta=1e-16) aff.set_perplexity(20) self.assertAlmostEqual(np.sum(aff.P - aff.P.T), 0, delta=1e-16) class TestMultiscale(unittest.TestCase): @classmethod def setUpClass(cls): cls.x = np.random.normal(100, 50, (91, 4)) cls.x2 = np.random.normal(100, 50, (30, 4)) def test_handles_too_large_perplexities(self): # x has 91 samples, this means that the max perplexity that we allow is # (91 - 1) / 3 = 30. -1 because we don't consider ith point. Anything # above that should be ignored or corrected ms = Multiscale(self.x, perplexities=[20]) np.testing.assert_array_equal(ms.perplexities, [20]) np.testing.assert_array_equal( ms.effective_perplexities_, [20], "Incorrectly changed perplexity that was within a valid range", ) ms = Multiscale(self.x, perplexities=[20, 40]) np.testing.assert_array_equal(ms.perplexities, [20, 40]) np.testing.assert_array_equal( ms.effective_perplexities_, [20, 30], "Did not lower large perplexity." ) ms = Multiscale(self.x, perplexities=[20, 40, 60]) np.testing.assert_array_equal(ms.perplexities, [20, 40, 60]) np.testing.assert_array_equal( ms.effective_perplexities_, [20, 30], "Did not drop large perplexities when more than one was too large." ) ms = Multiscale(self.x, perplexities=[20, 30, 40, 60]) np.testing.assert_array_equal(ms.perplexities, [20, 30, 40, 60]) np.testing.assert_array_equal( ms.effective_perplexities_, [20, 30], "Did not drop duplicate corrected perplexity." ) def test_handles_changing_perplexities(self): perplexities = [15, 25] k_neighbors = perplexities[-1] * 3 ms = Multiscale(self.x, perplexities=perplexities) np.testing.assert_equal(ms.perplexities, perplexities) np.testing.assert_equal(ms.effective_perplexities_, perplexities) # Check that the initial `P` matrix is allright n_samples = self.x.shape[0] original_P = ms.P.copy() # Can't check for equality because the matrix is symmetrized therefore # each point may have non-zero values in more than just the k neighbors self.assertTrue(original_P.nnz >= n_samples * k_neighbors) # Check that lowering the perplexity properly changes affinity matrix new_perplexities = [10, 20] k_neighbors = new_perplexities[-1] * 3 ms.set_perplexities(new_perplexities) np.testing.assert_equal(ms.perplexities, new_perplexities) np.testing.assert_equal(ms.effective_perplexities_, new_perplexities) reduced_P = ms.P.copy() self.assertTrue(reduced_P.nnz >= n_samples * k_neighbors) self.assertTrue(reduced_P.nnz < original_P.nnz, "Lower perplexities should consider less neighbors, " "resulting in a sparser affinity matrix") # Raising the perplexity above the initial value would need to recompute # the nearest neighbors, so it should raise an error with self.assertRaises(RuntimeError): ms.set_perplexities([20, 30]) def test_set_perplexities_respects_symmetrization(self): # Apply symmetrization symmetrize = True aff = Multiscale(self.x, perplexities=[10, 20], symmetrize=symmetrize) self.assertAlmostEqual(np.sum(aff.P - aff.P.T), 0, delta=1e-16) aff.set_perplexities([5, 10]) self.assertAlmostEqual(np.sum(aff.P - aff.P.T), 0, delta=1e-16) # Skip symmetrization symmetrize = False aff = Multiscale(self.x, perplexities=[10, 20], symmetrize=symmetrize) self.assertAlmostEqual(np.sum(aff.P - aff.P.T), 0, delta=1e-16) aff.set_perplexities([5, 10]) self.assertAlmostEqual(np.sum(aff.P - aff.P.T), 0, delta=1e-16) def test_single_perplexity_produces_same_result_as_perplexity_based_nn(self): for perplexity in [5, 30, 50, 100]: ms1 = MultiscaleMixture(self.x, perplexities=[perplexity]) ms2 = Multiscale(self.x, perplexities=[perplexity]) perp = PerplexityBasedNN(self.x, perplexity=perplexity) # 1e-14 instead of 1e-16: It looks like a machine precision issue # There are no noticeable differences between the matrices self.assertAlmostEqual( np.sum(ms1.P - perp.P), 0, delta=1e-14, msg=f"perplexity={perplexity}" ) self.assertAlmostEqual( np.sum(ms2.P - perp.P), 0, delta=1e-14, msg=f"perplexity={perplexity}" ) def test_single_perplexity_produces_same_result_as_perplexity_based_nn_to_new(self): for perplexity in [5, 30, 50, 100]: ms1 = MultiscaleMixture(self.x, perplexities=[perplexity]) ms2 = Multiscale(self.x, perplexities=[perplexity]) perp = PerplexityBasedNN(self.x, perplexity=perplexity) ms1_new = ms1.to_new(self.x2) ms2_new = ms2.to_new(self.x2) perp_new = perp.to_new(self.x2) # 1e-14 instead of 1e-16: It looks like a machine precision issue # There are no noticeable differences between the matrices self.assertAlmostEqual( np.sum(ms1_new - perp_new), 0, delta=1e-14, msg=f"perplexity={perplexity}" ) self.assertAlmostEqual( np.sum(ms2_new - perp_new), 0, delta=1e-14, msg=f"perplexity={perplexity}" ) def test_accepts_single_perplexity_value(self): perplexity = 30 ms = MultiscaleMixture(self.x, perplexities=perplexity) self.assertEqual(ms.perplexities, 30) self.assertEqual(ms.effective_perplexities_, [30]) ms = MultiscaleMixture(self.x, perplexities=perplexity) self.assertEqual(ms.perplexities, 30) self.assertEqual(ms.effective_perplexities_, [30]) class TestUniform(unittest.TestCase): @classmethod def setUpClass(cls): cls.x = np.random.normal(100, 50, (91, 4)) cls.y = np.random.normal(100, 50, (31, 4)) def test_all_unsymmetrized_values_the_same(self): aff = Uniform(self.x, k_neighbors=10, symmetrize=False) values = aff.P.data np.testing.assert_allclose(values, values[0]) def test_to_new_all_equal(self): aff = Uniform(self.x, k_neighbors=10, symmetrize=False) new_p = aff.to_new(self.y) values = new_p.data np.testing.assert_allclose(values, values[0]) new_p = new_p.toarray() np.testing.assert_allclose(new_p.sum(axis=1), np.ones(self.y.shape[0])) def test_symmetrize_mean_has_two_distinct_values(self): aff = Uniform(self.x, k_neighbors=10, symmetrize="mean") values = aff.P.data self.assertEqual(len(np.unique(values)), 2) def test_symmetrize_max_has_one_distinct_value(self): aff = Uniform(self.x, k_neighbors=10, symmetrize="max") values = aff.P.data self.assertEqual(len(np.unique(values)), 1) def test_symmetrize_with_invalid_parameter(self): with self.assertRaises(ValueError): Uniform(self.x, k_neighbors=10, symmetrize="invalid") class TestAffinityMatrixCorrectness(unittest.TestCase): @classmethod def setUpClass(cls): cls.iris = datasets.load_iris().data def test_that_regular_matrix_sums_to_one(self): for method_name, cls in AFFINITY_CLASSES: aff: affinity.Affinities = cls(self.iris) self.assertAlmostEqual(np.sum(aff.P), 1, msg=method_name) def test_that_to_new_transform_matrix_treats_each_datapoint_separately(self): x_train, x_test = train_test_split(self.iris, test_size=0.33, random_state=42) for method_name, cls in AFFINITY_CLASSES: aff: affinity.Affinities = cls(x_train) P = aff.to_new(x_test) np.testing.assert_allclose( np.asarray(np.sum(P, axis=1)).ravel(), np.ones(len(x_test)), err_msg=method_name, ) def test_handles_precomputed_distance_matrices(self): x = np.random.normal(0, 1, (200, 5)) d = squareform(pdist(x)) for method_name, cls in AFFINITY_CLASSES: aff = cls(d, metric="precomputed") self.assertIsInstance( aff.knn_index, nearest_neighbors.PrecomputedDistanceMatrix, msg=method_name ) def test_affinity_matrix_matches_precomputed_distance_affinity_matrix_random(self): x = np.random.normal(0, 1, (200, 5)) d = squareform(pdist(x)) for method_name, cls in AFFINITY_CLASSES: aff1 = cls(d, metric="precomputed") aff2 = cls(x, metric="euclidean") np.testing.assert_almost_equal( aff1.P.toarray(), aff2.P.toarray(), err_msg=method_name ) def test_affinity_matrix_matches_precomputed_distance_affinity_matrix_iris(self): x = self.iris + np.random.normal(0, 1e-3, self.iris.shape) # iris contains duplicate rows d = squareform(pdist(x)) for method_name, cls in AFFINITY_CLASSES: aff1 = cls(d, metric="precomputed") aff2 = cls(x, metric="euclidean") np.testing.assert_almost_equal( aff1.P.toarray(), aff2.P.toarray(), err_msg=method_name ) class TestAffinityAcceptsKnnIndexAsParameter(unittest.TestCase): @classmethod def setUpClass(cls): cls.iris = datasets.load_iris().data cls.iris += np.random.normal(0, 1e-3, cls.iris.shape) def test_fails_if_neither_data_nor_index_specified(self): for method_name, cls in AFFINITY_CLASSES: with self.assertRaises(ValueError, msg=method_name): cls(data=None, knn_index=None) def test_fails_if_both_data_and_index_specified(self): knn_index = nearest_neighbors.Sklearn(self.iris, k=30) for method_name, cls in AFFINITY_CLASSES: with self.assertRaises(ValueError, msg=method_name): cls(data=self.iris, knn_index=knn_index) def test_accepts_knn_index(self): knn_index = nearest_neighbors.Sklearn(self.iris, k=30) for method_name, cls in AFFINITY_CLASSES: aff = cls(knn_index=knn_index) self.assertIs(aff.knn_index, knn_index, msg=method_name) self.assertEqual(aff.n_samples, self.iris.shape[0]) def test_to_new(self): knn_index = nearest_neighbors.Sklearn(self.iris, k=30) for method_name, cls in AFFINITY_CLASSES: aff = cls(knn_index=knn_index) aff.to_new(self.iris) class TestPrecomputedAffinity(unittest.TestCase): @classmethod def setUpClass(cls): cls.iris = datasets.load_iris().data def test_precomputed_affinity_matches(self): aff1 = PerplexityBasedNN(self.iris) aff2 = affinity.PrecomputedAffinities(aff1.P) np.testing.assert_allclose( aff1.P.toarray(), aff2.P.toarray(), err_msg="Precomputed affinities are not passed in correctly.", ) def test_precomputed_affinity_normalization(self): aff1 = PerplexityBasedNN(self.iris) aff2 = affinity.PrecomputedAffinities(aff1.P * 2) np.testing.assert_allclose( aff1.P.toarray(), aff2.P.toarray(), err_msg="Precomputed affinities are not normalized to sum to 1.", ) openTSNE-1.0.2/tests/test_correctness.py000066400000000000000000000335361465662743300203040ustar00rootroot00000000000000import unittest from functools import partial from scipy.spatial.distance import pdist, squareform import openTSNE import openTSNE.affinity import openTSNE.initialization import numpy as np from openTSNE.callbacks import VerifyExaggerationError from sklearn import datasets from sklearn.metrics import accuracy_score from sklearn.model_selection import train_test_split from sklearn.neighbors import KNeighborsClassifier from sklearn.manifold import SpectralEmbedding TSNE = partial(openTSNE.TSNE, neighbors="exact", negative_gradient_method="bh") class TestTSNECorrectness(unittest.TestCase): @classmethod def setUpClass(cls): cls.tsne = TSNE(early_exaggeration_iter=20, n_iter=100) # Set up two modalities, if we want to viually inspect test results random_state = np.random.RandomState(0) cls.x = np.vstack( (random_state.normal(+1, 1, (100, 4)), random_state.normal(-1, 1, (100, 4))) ) cls.x_test = random_state.normal(0, 1, (25, 4)) cls.iris = datasets.load_iris() def test_basic_flow(self): """Verify that the basic flow does not crash.""" embedding = self.tsne.fit(self.x) self.assertFalse(np.any(np.isnan(embedding))) partial_embedding = embedding.transform(self.x_test, n_iter=20) self.assertFalse(np.any(np.isnan(partial_embedding))) def test_advanced_flow(self): """Verify that the advanced flow does not crash.""" embedding = self.tsne.prepare_initial(self.x) embedding = embedding.optimize(20, exaggeration=12) embedding = embedding.optimize(20) # type: openTSNE.TSNEEmbedding self.assertFalse(np.any(np.isnan(embedding))) partial_embedding = embedding.prepare_partial(self.x_test) partial_embedding = partial_embedding.optimize(20, exaggeration=2) partial_embedding = partial_embedding.optimize(20) self.assertFalse(np.any(np.isnan(partial_embedding))) def test_error_exaggeration_correction(self): embedding = self.tsne.prepare_initial(self.x) # The callback raises if the KL divergence does not match the true one embedding.optimize( 50, exaggeration=5, callbacks=[VerifyExaggerationError(embedding)], callbacks_every_iters=1, inplace=True, ) def test_iris(self): x, y = self.iris.data, self.iris.target # Evaluate t-SNE optimization using a KNN classifier knn = KNeighborsClassifier(n_neighbors=10) tsne = TSNE(perplexity=30, initialization="random", random_state=0) # Prepare a random initialization embedding = tsne.prepare_initial(x) # KNN should do poorly on a random initialization knn.fit(embedding, y) predictions = knn.predict(embedding) self.assertLess(accuracy_score(predictions, y), 0.5) # Optimize the embedding for a small number of steps so tests run fast embedding.optimize(250, inplace=True) # Similar points should be grouped together, therefore KNN should do well knn.fit(embedding, y) predictions = knn.predict(embedding) self.assertGreater(accuracy_score(predictions, y), 0.95) def test_iris_with_precomputed_distance_matrices(self): x, y = self.iris.data, self.iris.target distances = squareform(pdist(x)) # Evaluate t-SNE optimization using a KNN classifier knn = KNeighborsClassifier(n_neighbors=10) tsne = TSNE( perplexity=30, initialization="random", random_state=0, metric="precomputed" ) # Prepare a random initialization embedding = tsne.prepare_initial(distances) # KNN should do poorly on a random initialization knn.fit(embedding, y) predictions = knn.predict(embedding) self.assertLess(accuracy_score(predictions, y), 0.5) # Optimize the embedding for a small number of steps so tests run fast embedding.optimize(250, inplace=True) # Similar points should be grouped together, therefore KNN should do well knn.fit(embedding, y) predictions = knn.predict(embedding) self.assertGreater(accuracy_score(predictions, y), 0.95) def test_iris_bh_transform_equivalency_with_one_by_one(self): """Compare one by one embedding vs all at once using BH gradients.""" x_train, x_test = train_test_split( self.iris.data, test_size=0.1, random_state=42 ) # Set up the initial embedding embedding = openTSNE.TSNE( early_exaggeration_iter=0, n_iter=50, neighbors="exact", negative_gradient_method="bh", ).fit(x_train) params = dict(n_iter=100, perplexity=5) # Build up an embedding by adding points one by one new_embedding_1 = np.vstack( [embedding.transform(np.atleast_2d(point), **params) for point in x_test] ) # Add new points altogether new_embedding_2 = embedding.transform(x_test, **params) # Verify that the embedding has actually been optimized self.assertRaises( AssertionError, np.testing.assert_almost_equal, embedding.prepare_partial(x_test, perplexity=params["perplexity"]), new_embedding_1, ) # Check that both methods produced the same embedding np.testing.assert_almost_equal(new_embedding_1, new_embedding_2) def test_iris_fft_transform_equivalency_with_one_by_one(self): """Compare one by one embedding vs all at once using FFT gradients. Note that this won't return the exact same embedding both times because the grid placed over the embedding will differ when placing points one by one vs. when placing them at once. The min/max coords will differ, thus changing the overall approximation. They should be quite similar though. """ x_train, x_test = train_test_split( self.iris.data, test_size=0.1, random_state=42 ) # Set up the initial embedding embedding = openTSNE.TSNE( early_exaggeration_iter=0, n_iter=50, neighbors="exact", negative_gradient_method="fft", ).fit(x_train) # Changing the gradients using clipping changes how the points move # sufficiently so that the interpolation grid is shifted. This test is # more reliable when we don't do gradient clipping and reduce the # learning rate. We increase the number of iterations so that the points # have time to move around params = dict(perplexity=5) # Build up an embedding by adding points one by one new_embedding_1 = np.vstack( [embedding.transform(np.atleast_2d(point), **params) for point in x_test] ) # Add new points altogether new_embedding_2 = embedding.transform(x_test, **params) # Verify that the embedding has actually been optimized self.assertRaises( AssertionError, np.testing.assert_almost_equal, embedding.prepare_partial(x_test, perplexity=params["perplexity"]), new_embedding_1, ) # Check that both methods produced the same embedding np.testing.assert_almost_equal(new_embedding_1, new_embedding_2, decimal=2) def test_iris_bh_transform_correctness(self): x_train, x_test, y_train, y_test = train_test_split( self.iris.data, self.iris.target, test_size=0.33, random_state=42 ) # Set up the initial embedding embedding = openTSNE.TSNE( neighbors="exact", negative_gradient_method="bh", early_exaggeration_iter=0, n_iter=50, random_state=0, ).fit(x_train) # Evaluate t-SNE optimization using a KNN classifier knn = KNeighborsClassifier(n_neighbors=10) knn.fit(embedding, y_train) new_embedding = embedding.transform(x_test, n_iter=100) predictions = knn.predict(new_embedding) self.assertGreater(accuracy_score(predictions, y_test), 0.95) def test_iris_fft_transform_correctness(self): x_train, x_test, y_train, y_test = train_test_split( self.iris.data, self.iris.target, test_size=0.33, random_state=42 ) # Set up the initial embedding embedding = openTSNE.TSNE( neighbors="exact", negative_gradient_method="fft", early_exaggeration_iter=0, n_iter=50, random_state=0, ).fit(x_train) # Evaluate t-SNE optimization using a KNN classifier knn = KNeighborsClassifier(n_neighbors=10) knn.fit(embedding, y_train) new_embedding = embedding.transform(x_test, n_iter=100) predictions = knn.predict(new_embedding) self.assertGreater(accuracy_score(predictions, y_test), 0.95) def test_bh_transform_with_point_subsets_using_perplexity_nn(self): x_train, x_test = train_test_split( self.iris.data, test_size=0.33, random_state=42 ) # Set up the initial embedding init = openTSNE.initialization.pca(x_train) affinity = openTSNE.affinity.PerplexityBasedNN(x_train, method="exact") embedding = openTSNE.TSNEEmbedding( init, affinity, negative_gradient_method="bh", random_state=42 ) embedding.optimize(n_iter=50, inplace=True) # The test set contains 50 samples, so let's verify on half of those transform_params = dict(n_iter=0, early_exaggeration_iter=0) new_embedding_1 = embedding.transform(x_test, **transform_params)[:25] new_embedding_2 = embedding.transform(x_test[:25], **transform_params) np.testing.assert_equal(new_embedding_1, new_embedding_2) def test_fft_transform_with_point_subsets_using_perplexity_nn(self): x_train, x_test = train_test_split( self.iris.data, test_size=0.33, random_state=42 ) # Set up the initial embedding init = openTSNE.initialization.pca(x_train) affinity = openTSNE.affinity.PerplexityBasedNN(x_train, method="exact") embedding = openTSNE.TSNEEmbedding( init, affinity, negative_gradient_method="fft", random_state=42 ) embedding.optimize(n_iter=100, inplace=True) # The test set contains 50 samples, so let's verify on half of those transform_params = dict(n_iter=0, early_exaggeration_iter=0) new_embedding_1 = embedding.transform(x_test, **transform_params)[:25] new_embedding_2 = embedding.transform(x_test[:25], **transform_params) np.testing.assert_equal(new_embedding_1, new_embedding_2) class TestTSNECorrectnessUsingNonStandardDof(TestTSNECorrectness): @classmethod def setUpClass(cls): cls.tsne = TSNE(early_exaggeration_iter=20, n_iter=100, dof=0.8) # Set up two modalities, if we want to viually inspect test results random_state = np.random.RandomState(0) cls.x = np.vstack( (random_state.normal(+1, 1, (100, 4)), random_state.normal(-1, 1, (100, 4))) ) cls.x_test = random_state.normal(0, 1, (25, 4)) cls.iris = datasets.load_iris() class TestTSNECorrectnessUsingPrecomputedDistanceMatrix(unittest.TestCase): def test_iris(self): x = datasets.load_iris().data x += np.random.normal(0, 1e-3, x.shape) # iris contains duplicate rows distances = squareform(pdist(x)) params = dict(initialization="random", random_state=0) embedding1 = TSNE(metric="precomputed", **params).fit(distances) embedding2 = TSNE(metric="euclidean", **params).fit(x) np.testing.assert_almost_equal(embedding1, embedding2) class TestSpectralInitializationCorrectness(unittest.TestCase): def test_spectral_agreement_with_sklearn(self): # Generate some random data and stretch it, to give it some structure np.random.seed(42) x = np.random.randn(100, 20) x[:,0] *= 5 # Perform spectral embedding via sklearn and via openTSNE P = openTSNE.affinity.PerplexityBasedNN(x).P embedding1 = openTSNE.initialization.spectral(P, tol=0, add_jitter=False) embedding2 = SpectralEmbedding(affinity='precomputed').fit_transform(P) np.testing.assert_almost_equal( np.abs(np.corrcoef(embedding1[:,0], embedding2[:,0])[0,1]), 1 ) np.testing.assert_almost_equal( np.abs(np.corrcoef(embedding1[:,1], embedding2[:,1])[0,1]), 1 ) class TestEarlyExaggerationCollapse(unittest.TestCase): """In some cases, the BH implementation was producing a collapsed embedding for all data points. For more information, see #233, #234.""" def test_early_exaggeration_does_not_collapse(self): n_samples = [100, 150, 200] n_dims = [5, 10, 20] np.random.seed(42) for n in n_samples: for d in n_dims: x = np.random.randn(n, d) embedding = openTSNE.TSNE(random_state=42).fit(x) self.assertGreater(np.max(np.abs(embedding)), 1e-8) class TestDataMatricesWithDuplicatedRows(unittest.TestCase): @classmethod def setUpClass(cls) -> None: from sklearn.preprocessing import KBinsDiscretizer # Load up contrived example where we have a large number of duplicated # rows. This is similar to the Titanic data set, which is problematic. np.random.seed(0) iris = datasets.load_iris() x, y = iris.data, iris.target discretizer = KBinsDiscretizer(n_bins=2, strategy="uniform") x = discretizer.fit_transform(x).toarray() idx = np.random.choice(x.shape[0], size=1000, replace=True) cls.x, cls.y = x[idx], y[idx] def test_works_without_error(self): openTSNE.TSNE( early_exaggeration=100, negative_gradient_method="bh", random_state=0 ).fit(self.x) openTSNE-1.0.2/tests/test_different_usages.py000066400000000000000000000230011465662743300212510ustar00rootroot00000000000000import unittest from functools import partial import numpy as np from scipy.spatial.distance import pdist, squareform, cdist from sklearn import datasets from sklearn.metrics import accuracy_score from sklearn.neighbors import KNeighborsClassifier, NearestNeighbors import openTSNE from openTSNE import affinity, initialization, nearest_neighbors, TSNEEmbedding Multiscale = partial(affinity.Multiscale, method="exact") MultiscaleMixture = partial(affinity.MultiscaleMixture, method="exact") PerplexityBasedNN = partial(affinity.PerplexityBasedNN, method="exact") FixedSigmaNN = partial(affinity.FixedSigmaNN, method="exact") Uniform = partial(affinity.Uniform, method="exact") tsne_params = dict( early_exaggeration_iter=25, n_iter=50, neighbors="exact", negative_gradient_method="bh", ) TSNE = partial(openTSNE.TSNE, **tsne_params) class TestUsage(unittest.TestCase): @classmethod def setUpClass(cls): cls.iris = datasets.load_iris() cls.x = cls.iris.data + np.random.normal(0, 1e-3, cls.iris.data.shape) cls.y = cls.iris.target def eval_embedding(self, embedding, y, method_name=None): knn = KNeighborsClassifier(n_neighbors=10) knn.fit(embedding, y) predictions = knn.predict(embedding) self.assertGreater(accuracy_score(predictions, y), 0.94, msg=method_name) class TestUsageSimple(TestUsage): def test_simple(self): embedding = TSNE().fit(self.x) self.eval_embedding(embedding, self.y) new_embedding = embedding.transform(self.x) self.eval_embedding(new_embedding, self.y, "transform") def test_simple_multiscale(self): embedding = TSNE(perplexity=[10, 30]).fit(self.x) self.eval_embedding(embedding, self.y) new_embedding = embedding.transform(self.x, perplexity=[5, 10]) self.eval_embedding(new_embedding, self.y, "transform") def test_with_precomputed_distances(self): d = squareform(pdist(self.x)) embedding = TSNE(metric="precomputed").fit(d) self.eval_embedding(embedding, self.y) d_new = cdist(self.x[:20], self.x) new_embedding = embedding.transform(d_new) self.eval_embedding(new_embedding, self.y[:20], "transform") class TestUsageLowestLevel(TestUsage): def test_1(self): init = initialization.pca(self.x) aff = affinity.PerplexityBasedNN(self.x, perplexity=30) embedding = openTSNE.TSNEEmbedding(init, aff) embedding.optimize(25, exaggeration=12, momentum=0.8, inplace=True) embedding.optimize(50, exaggeration=1, momentum=0.8, inplace=True) self.eval_embedding(embedding, self.y) new_embedding = embedding.transform(self.x) self.eval_embedding(new_embedding, self.y, "transform") def test_2(self): init = initialization.pca(self.x) aff = affinity.MultiscaleMixture(self.x, perplexities=[5, 30]) embedding = openTSNE.TSNEEmbedding(init, aff) embedding.optimize(25, exaggeration=12, momentum=0.8, inplace=True) embedding.optimize(50, exaggeration=1, momentum=0.8, inplace=True) self.eval_embedding(embedding, self.y) new_embedding = embedding.transform(self.x) self.eval_embedding(new_embedding, self.y, "transform") class TestUsageWithCustomAffinity(TestUsage): def test_affinity(self): init = initialization.random(self.x, random_state=0) for aff in [ affinity.PerplexityBasedNN(self.x, perplexity=30), affinity.Uniform(self.x, k_neighbors=30), affinity.FixedSigmaNN(self.x, sigma=1, k=30), affinity.Multiscale(self.x, perplexities=[10, 30]), affinity.MultiscaleMixture(self.x, perplexities=[10, 30]), ]: # Without initilization embedding = TSNE().fit(affinities=aff) self.eval_embedding(embedding, self.y, aff.__class__.__name__) new_embedding = embedding.prepare_partial(self.x) new_embedding.optimize(10, learning_rate=0.1, inplace=True) self.eval_embedding(new_embedding, self.y, f"transform::{aff.__class__.__name__}") # With initilization embedding = TSNE().fit(affinities=aff, initialization=init) self.eval_embedding(embedding, self.y, aff.__class__.__name__) new_embedding = embedding.prepare_partial(self.x) new_embedding.optimize(10, learning_rate=0.1, inplace=True) self.eval_embedding(new_embedding, self.y, f"transform::{aff.__class__.__name__}") def test_precomputed_affinity(self): # Setup precomputed affinity aff = affinity.Uniform(self.x).P aff *= 10 # rescale precomputed_affinity = affinity.PrecomputedAffinities(aff, normalize=True) embedding = TSNE().fit(affinities=precomputed_affinity, initialization="spectral") self.eval_embedding(embedding, self.y, aff.__class__.__name__) class TestUsageWithCustomAffinityAndCustomNeighbors(TestUsage): def test_affinity_with_queryable_knn_index(self): knn_index = nearest_neighbors.Sklearn(self.x, k=30) init = initialization.random(self.x, random_state=0) for aff in [ affinity.PerplexityBasedNN(knn_index=knn_index, perplexity=30), affinity.Uniform(knn_index=knn_index, k_neighbors=30), affinity.FixedSigmaNN(knn_index=knn_index, sigma=1), affinity.Multiscale(knn_index=knn_index, perplexities=[10, 20]), affinity.MultiscaleMixture(knn_index=knn_index, perplexities=[10, 20]), ]: # Without initilization embedding = TSNE().fit(affinities=aff) self.eval_embedding(embedding, self.y, aff.__class__.__name__) new_embedding = embedding.prepare_partial(self.x) new_embedding.optimize(50, learning_rate=1, inplace=True) self.eval_embedding(new_embedding, self.y, f"transform::{aff.__class__.__name__}") # With initilization embedding = TSNE().fit(affinities=aff, initialization=init) self.eval_embedding(embedding, self.y, aff.__class__.__name__) new_embedding = embedding.prepare_partial(self.x) new_embedding.optimize(50, learning_rate=1, inplace=True) self.eval_embedding(new_embedding, self.y, f"transform::{aff.__class__.__name__}") def test_affinity_with_precomputed_distances(self): d = squareform(pdist(self.x)) knn_index = nearest_neighbors.PrecomputedDistanceMatrix(d, k=30) init = initialization.random(self.x, random_state=0) for aff in [ affinity.PerplexityBasedNN(knn_index=knn_index, perplexity=30), affinity.Uniform(knn_index=knn_index, k_neighbors=30), affinity.FixedSigmaNN(knn_index=knn_index, sigma=1), affinity.Multiscale(knn_index=knn_index, perplexities=[10, 20]), affinity.MultiscaleMixture(knn_index=knn_index, perplexities=[10, 20]), ]: # Without initilization embedding = TSNE().fit(affinities=aff) self.eval_embedding(embedding, self.y, aff.__class__.__name__) # With initialization embedding = TSNE().fit(affinities=aff, initialization=init) self.eval_embedding(embedding, self.y, aff.__class__.__name__) def test_affinity_with_precomputed_neighbors(self): nn = NearestNeighbors(n_neighbors=30) nn.fit(self.x) distances, neighbors = nn.kneighbors(n_neighbors=30) knn_index = nearest_neighbors.PrecomputedNeighbors(neighbors, distances) init = initialization.random(self.x, random_state=0) for aff in [ affinity.PerplexityBasedNN(knn_index=knn_index, perplexity=30), affinity.Uniform(knn_index=knn_index, k_neighbors=30), affinity.FixedSigmaNN(knn_index=knn_index, sigma=1), affinity.Multiscale(knn_index=knn_index, perplexities=[10, 20]), affinity.MultiscaleMixture(knn_index=knn_index, perplexities=[10, 20]), ]: # Without initilization embedding = TSNE().fit(affinities=aff) self.eval_embedding(embedding, self.y, aff.__class__.__name__) # With initilization embedding = TSNE().fit(affinities=aff, initialization=init) self.eval_embedding(embedding, self.y, aff.__class__.__name__) class TestUsageExplicitOptimizeCalls(TestUsage): def test_explicit_optimize_calls(self): embedding1 = TSNE(random_state=42).fit(self.x) A = affinity.PerplexityBasedNN(self.x) I = initialization.pca(self.x, random_state=42) embedding2 = TSNEEmbedding(I, A) embedding2 = embedding2.optimize(n_iter=25, exaggeration=12) embedding2 = embedding2.optimize(n_iter=50) np.testing.assert_array_equal( embedding1, embedding2, "Calling optimize twice with default parameters produced a different " \ "result compared to the default fit() call" ) def test_multiple_optimize_calls(self): A = affinity.PerplexityBasedNN(self.x) I = initialization.pca(self.x) embedding1 = TSNEEmbedding(I, A) embedding1.optimize(n_iter=50, inplace=True) embedding2 = TSNEEmbedding(I, A) for i in range(50): embedding2.optimize(n_iter=1, inplace=True) np.testing.assert_array_equal( embedding1, embedding2, "Calling optimize 50 times with n_iter=1 produced a different " \ "result compared to calling it once with n_iter=50" ) openTSNE-1.0.2/tests/test_nearest_neighbors.py000066400000000000000000000376411465662743300214540ustar00rootroot00000000000000import pickle import platform import tempfile import unittest from os import path from unittest.mock import patch, MagicMock import numpy as np import scipy.sparse as sp from scipy.spatial.distance import pdist, cdist, squareform from sklearn import datasets from sklearn.utils import check_random_state from openTSNE import nearest_neighbors from openTSNE.utils import is_package_installed from .test_tsne import check_mock_called_with_kwargs class KNNIndexTestMixin: knn_index = NotImplemented def __init__(self, *args, **kwargs): self.x1 = np.random.normal(100, 50, (150, 50)) self.x2 = np.random.normal(100, 50, (100, 50)) self.iris = datasets.load_iris().data super().__init__(*args, **kwargs) def test_returns_correct_number_neighbors_query_train(self): ks = [1, 5, 10, 30, 50] n_samples = self.x1.shape[0] for k in ks: index: nearest_neighbors.KNNIndex = self.knn_index(self.x1, k, "euclidean") indices, distances = index.build() self.assertEqual(indices.shape, (n_samples, k)) self.assertEqual(distances.shape, (n_samples, k)) def test_returns_proper_distances_query_train(self): index: nearest_neighbors.KNNIndex = self.knn_index(self.iris, 30, "euclidean") indices, distances = index.build() self.assertTrue(np.isfinite(distances).all()) def test_returns_correct_number_neighbors_query(self): ks = [1, 5, 10, 30, 50] n_samples = self.x2.shape[0] index: nearest_neighbors.KNNIndex = self.knn_index(self.x1, 30, "euclidean") index.build() for k in ks: indices, distances = index.query(self.x2, k) self.assertEqual(indices.shape, (n_samples, k)) self.assertEqual(distances.shape, (n_samples, k)) def test_query_train_same_result_with_fixed_random_state(self): knn_index1 = self.knn_index(self.x1, 20, "euclidean", random_state=1) indices1, distances1 = knn_index1.build() knn_index2 = self.knn_index(self.x1, 20, "euclidean", random_state=1) indices2, distances2 = knn_index2.build() np.testing.assert_equal(indices1, indices2) np.testing.assert_equal(distances1, distances2) def test_query_same_result_with_fixed_random_state(self): knn_index1 = self.knn_index(self.x1, 30, "euclidean", random_state=1) indices1, distances1 = knn_index1.build() knn_index2 = self.knn_index(self.x1, 30, "euclidean", random_state=1) indices2, distances2 = knn_index2.build() np.testing.assert_equal(indices1, indices2) np.testing.assert_equal(distances1, distances2) def test_query_same_result_with_fixed_random_state_instance(self): random_state = np.random.RandomState(42) knn_index1 = self.knn_index(self.x1, 30, "euclidean", random_state=random_state) indices1, distances1 = knn_index1.build() random_state = np.random.RandomState(42) knn_index2 = self.knn_index(self.x1, 30, "euclidean", random_state=random_state) indices2, distances2 = knn_index2.build() np.testing.assert_equal(indices1, indices2) np.testing.assert_equal(distances1, distances2) class TestAnnoy(KNNIndexTestMixin, unittest.TestCase): knn_index = nearest_neighbors.Annoy @unittest.skipIf(platform.system() == "Windows", "Files locked on Windows") def test_pickle_without_built_index(self): knn_index = nearest_neighbors.Annoy(self.iris, k=30) self.assertIsNone(knn_index.index) with tempfile.TemporaryDirectory() as dirname: with open(path.join(dirname, "index.pkl"), "wb") as f: pickle.dump(knn_index, f) with open(path.join(dirname, "index.pkl"), "rb") as f: loaded_obj = pickle.load(f) self.assertIsNone(loaded_obj.index) @unittest.skipIf(platform.system() == "Windows", "Files locked on Windows") def test_pickle_without_built_index_cleans_up_fname(self): knn_index = nearest_neighbors.Annoy(self.iris, k=30) with tempfile.TemporaryDirectory() as dirname: with open(path.join(dirname, "index.pkl"), "wb") as f: pickle.dump(knn_index, f) with open(path.join(dirname, "index.pkl"), "rb") as f: loaded_obj = pickle.load(f) self.assertIsNone(loaded_obj.index) @unittest.skipIf(platform.system() == "Windows", "Files locked on Windows") def test_pickle_with_built_index(self): knn_index = nearest_neighbors.Annoy(self.iris, k=30) knn_index.build() self.assertIsNotNone(knn_index.index) with tempfile.TemporaryDirectory() as dirname: with open(path.join(dirname, "index.pkl"), "wb") as f: pickle.dump(knn_index, f) with open(path.join(dirname, "index.pkl"), "rb") as f: loaded_obj = pickle.load(f) load_idx, load_dist = loaded_obj.query(self.iris, 15) orig_idx, orig_dist = knn_index.query(self.iris, 15) np.testing.assert_array_equal(load_idx, orig_idx) np.testing.assert_array_almost_equal(load_dist, orig_dist) class TestSklearn(KNNIndexTestMixin, unittest.TestCase): knn_index = nearest_neighbors.Sklearn def test_cosine_distance(self): k = 15 # Compute cosine distance nearest neighbors using ball tree knn_index = self.knn_index(self.x1, k, "cosine") indices, distances = knn_index.build() # Compute the exact nearest neighbors as a reference true_distances = squareform(pdist(self.x1, metric="cosine")) true_indices_ = np.argsort(true_distances, axis=1)[:, 1:k + 1] true_distances_ = np.vstack([d[i] for d, i in zip(true_distances, true_indices_)]) np.testing.assert_array_equal( indices, true_indices_, err_msg="Nearest neighbors do not match" ) np.testing.assert_array_equal( distances, true_distances_, err_msg="Distances do not match" ) def test_cosine_distance_query(self): k = 15 # Compute cosine distance nearest neighbors using ball tree knn_index = self.knn_index(self.x1, k, "cosine") knn_index.build() indices, distances = knn_index.query(self.x2, k=k) # Compute the exact nearest neighbors as a reference true_distances = cdist(self.x2, self.x1, metric="cosine") true_indices_ = np.argsort(true_distances, axis=1)[:, :k] true_distances_ = np.vstack([d[i] for d, i in zip(true_distances, true_indices_)]) np.testing.assert_array_equal( indices, true_indices_, err_msg="Nearest neighbors do not match" ) np.testing.assert_array_equal( distances, true_distances_, err_msg="Distances do not match" ) def test_uncompiled_callable_metric_same_result(self): k = 15 knn_index = self.knn_index(self.x1, k, "manhattan", random_state=1) knn_index.build() true_indices_, true_distances_ = knn_index.query(self.x2, k=k) def manhattan(x, y): result = 0.0 for i in range(x.shape[0]): result += np.abs(x[i] - y[i]) return result knn_index = self.knn_index(self.x1, k, manhattan, random_state=1) knn_index.build() indices, distances = knn_index.query(self.x2, k=k) np.testing.assert_array_equal( indices, true_indices_, err_msg="Nearest neighbors do not match" ) np.testing.assert_allclose( distances, true_distances_, err_msg="Distances do not match" ) @unittest.skipIf(not is_package_installed("hnswlib"), "`hnswlib`is not installed") class TestHNSW(KNNIndexTestMixin, unittest.TestCase): knn_index = nearest_neighbors.HNSW @classmethod def setUpClass(cls): global hnswlib import hnswlib @unittest.skipIf(platform.system() == "Windows", "Files locked on Windows") def test_pickle_without_built_index(self): knn_index = nearest_neighbors.HNSW(self.iris, k=30) self.assertIsNone(knn_index.index) with tempfile.TemporaryDirectory() as dirname: with open(path.join(dirname, "index.pkl"), "wb") as f: pickle.dump(knn_index, f) with open(path.join(dirname, "index.pkl"), "rb") as f: loaded_obj = pickle.load(f) self.assertIsNone(loaded_obj.index) @unittest.skipIf(platform.system() == "Windows", "Files locked on Windows") def test_pickle_without_built_index_cleans_up_fname(self): knn_index = nearest_neighbors.HNSW(self.iris, k=30) with tempfile.TemporaryDirectory() as dirname: with open(path.join(dirname, "index.pkl"), "wb") as f: pickle.dump(knn_index, f) with open(path.join(dirname, "index.pkl"), "rb") as f: loaded_obj = pickle.load(f) self.assertIsNone(loaded_obj.index) @unittest.skipIf(platform.system() == "Windows", "Files locked on Windows") def test_pickle_with_built_index(self): knn_index = nearest_neighbors.HNSW(self.iris, k=30) knn_index.build() self.assertIsNotNone(knn_index.index) with tempfile.TemporaryDirectory() as dirname: with open(path.join(dirname, "index.pkl"), "wb") as f: pickle.dump(knn_index, f) with open(path.join(dirname, "index.pkl"), "rb") as f: loaded_obj = pickle.load(f) load_idx, load_dist = loaded_obj.query(self.iris, 15) orig_idx, orig_dist = knn_index.query(self.iris, 15) np.testing.assert_array_equal(load_idx, orig_idx) np.testing.assert_array_almost_equal(load_dist, orig_dist) @unittest.skipIf(not is_package_installed("pynndescent"), "`pynndescent`is not installed") class TestNNDescent(KNNIndexTestMixin, unittest.TestCase): knn_index = nearest_neighbors.NNDescent @classmethod def setUpClass(cls): global pynndescent, njit, CPUDispatcher import pynndescent from numba import njit from numba.core.registry import CPUDispatcher def test_random_state_being_passed_through(self): random_state = 1 with patch("pynndescent.NNDescent", wraps=pynndescent.NNDescent) as nndescent: knn_index = nearest_neighbors.NNDescent( self.x1, 30, "euclidean", random_state=random_state ) knn_index.build() nndescent.assert_called_once() check_mock_called_with_kwargs(nndescent, {"random_state": random_state}) def test_uncompiled_callable_is_compiled(self): knn_index = nearest_neighbors.NNDescent(self.x1, 30, "manhattan") def manhattan(x, y): result = 0.0 for i in range(x.shape[0]): result += np.abs(x[i] - y[i]) return result compiled_metric = knn_index.check_metric(manhattan) self.assertTrue(isinstance(compiled_metric, CPUDispatcher)) def test_uncompiled_callable_metric_same_result(self): k = 15 knn_index = self.knn_index(self.x1, k, "manhattan", random_state=1) knn_index.build() true_indices_, true_distances_ = knn_index.query(self.x2, k=k) def manhattan(x, y): result = 0.0 for i in range(x.shape[0]): result += np.abs(x[i] - y[i]) return result knn_index = self.knn_index(self.x1, k, manhattan, random_state=1) knn_index.build() indices, distances = knn_index.query(self.x2, k=k) np.testing.assert_array_equal( indices, true_indices_, err_msg="Nearest neighbors do not match" ) np.testing.assert_allclose( distances, true_distances_, err_msg="Distances do not match" ) def test_numba_compiled_callable_metric_same_result(self): k = 15 knn_index = self.knn_index(self.x1, k, "manhattan", random_state=1) knn_index.build() true_indices_, true_distances_ = knn_index.query(self.x2, k=k) @njit(fastmath=True) def manhattan(x, y): result = 0.0 for i in range(x.shape[0]): result += np.abs(x[i] - y[i]) return result knn_index = self.knn_index(self.x1, k, manhattan, random_state=1) knn_index.build() indices, distances = knn_index.query(self.x2, k=k) np.testing.assert_array_equal( indices, true_indices_, err_msg="Nearest neighbors do not match" ) np.testing.assert_allclose( distances, true_distances_, err_msg="Distances do not match" ) def test_building_with_lt15_builds_proper_graph(self): with patch("pynndescent.NNDescent", wraps=pynndescent.NNDescent) as nndescent: knn_index = nearest_neighbors.NNDescent(self.x1, 10, "euclidean") indices, distances = knn_index.build() self.assertEqual(indices.shape, (self.x1.shape[0], 10)) self.assertEqual(distances.shape, (self.x1.shape[0], 10)) self.assertFalse(np.all(indices[:, 0] == np.arange(self.x1.shape[0]))) # Should be called with 11 because nearest neighbor in pynndescent is itself check_mock_called_with_kwargs(nndescent, dict(n_neighbors=11)) def test_building_with_gt15_calls_query(self): with patch("pynndescent.NNDescent", wraps=pynndescent.NNDescent) as nndescent: nndescent.query = MagicMock(wraps=nndescent.query) knn_index = nearest_neighbors.NNDescent(self.x1, 30, "euclidean") indices, distances = knn_index.build() self.assertEqual(indices.shape, (self.x1.shape[0], 30)) self.assertEqual(distances.shape, (self.x1.shape[0], 30)) self.assertFalse(np.all(indices[:, 0] == np.arange(self.x1.shape[0]))) # The index should be built with 15 neighbors check_mock_called_with_kwargs(nndescent, dict(n_neighbors=15)) # And subsequently queried with the correct number of neighbors. Check # for 31 neighbors because query will return the original point as well, # which we don't consider. check_mock_called_with_kwargs(nndescent.query, dict(k=31)) def test_runs_with_correct_njobs_if_dense_input(self): with patch("pynndescent.NNDescent", wraps=pynndescent.NNDescent) as nndescent: knn_index = nearest_neighbors.NNDescent(self.x1, 5, "euclidean", n_jobs=2) knn_index.build() check_mock_called_with_kwargs(nndescent, dict(n_jobs=2)) def test_runs_with_correct_njobs_if_sparse_input(self): with patch("pynndescent.NNDescent", wraps=pynndescent.NNDescent) as nndescent: x_sparse = sp.csr_matrix(self.x1) knn_index = nearest_neighbors.NNDescent(x_sparse, 5, "euclidean", n_jobs=2) knn_index.build() check_mock_called_with_kwargs(nndescent, dict(n_jobs=2)) def test_random_cluster_when_invalid_indices(self): class MockIndex: def __init__(self, data, n_neighbors, **_): n_samples = data.shape[0] rs = check_random_state(0) indices = rs.randint(0, n_samples, size=(n_samples, n_neighbors)) distances = rs.exponential(5, (n_samples, n_neighbors)) # Set some of the points to have invalid indices indices[:10] = -1 distances[:10] = -1 self.neighbor_graph = indices, distances with patch("pynndescent.NNDescent", wraps=MockIndex): knn_index = nearest_neighbors.NNDescent(self.x1, 5, "euclidean", n_jobs=2) indices, distances = knn_index.build() # Check that indices were replaced by something self.assertTrue(np.all(indices[:10] != -1)) # Check that that "something" are all indices of failed points self.assertTrue(np.all(indices[:10] < 10)) # And check that the distances were set to something positive self.assertTrue(np.all(distances[:10] > 0)) openTSNE-1.0.2/tests/test_sklearn_wrapper.py000066400000000000000000000020141465662743300211340ustar00rootroot00000000000000import unittest import numpy as np from openTSNE.sklearn import TSNE class TestTSNECorrectness(unittest.TestCase): @classmethod def setUpClass(cls): cls.tsne = TSNE( early_exaggeration_iter=20, n_iter=100, neighbors="exact", negative_gradient_method="bh", ) # Set up two modalities, if we want to viually inspect test results random_state = np.random.RandomState(0) cls.x = np.vstack( (random_state.normal(+1, 1, (100, 4)), random_state.normal(-1, 1, (100, 4))) ) cls.x_test = random_state.normal(0, 1, (25, 4)) def test_fit(self): retval = self.tsne.fit(self.x) self.assertIs(type(retval), TSNE) def test_fit_transform(self): retval = self.tsne.fit_transform(self.x) self.assertIs(type(retval), np.ndarray) def test_transform(self): self.tsne.fit(self.x) retval = self.tsne.transform(self.x_test) self.assertIs(type(retval), np.ndarray) openTSNE-1.0.2/tests/test_tsne.py000066400000000000000000001144761465662743300167260ustar00rootroot00000000000000import inspect import logging import pickle import unittest from functools import wraps, partial from typing import Callable, Any, Tuple, Optional from unittest.mock import patch, MagicMock import numpy as np from scipy.spatial.distance import pdist, squareform from sklearn import datasets from sklearn.metrics import accuracy_score from sklearn.model_selection import train_test_split from sklearn.neighbors import KNeighborsClassifier import openTSNE from openTSNE import affinity from openTSNE import initialization from openTSNE.affinity import PerplexityBasedNN from openTSNE.nearest_neighbors import NNDescent from openTSNE.tsne import ( kl_divergence_bh, kl_divergence_fft, TSNEEmbedding, PartialTSNEEmbedding ) from openTSNE.utils import is_package_installed np.random.seed(42) affinity.log.setLevel(logging.ERROR) TSNE = partial(openTSNE.TSNE, neighbors="exact", negative_gradient_method="bh") def check_params(params: dict) -> Callable: """Run a series of parameterized tests to check tSNE parameter flow.""" def _decorator(test_case: Callable) -> Callable: @wraps(test_case) def _wrapper(self): for param_name in params: for param_value in params[param_name]: test_case(self, param_name, param_value) return _wrapper return _decorator def check_call_contains_kwargs( call: Tuple, params: dict, param_mapping: Optional[dict] = None, ) -> None: """Check whether a `call` object was called with some params, but also some others we don't care about""" _param_mapping = {"negative_gradient_method": "objective_function", "early_exaggeration_iter": "n_iter", "late_exaggeration_iter": "n_iter", "early_exaggeration": "exaggeration", "late_exaggeration": "exaggeration", "initial_momentum": "momentum", "final_momentum": "momentum"} if param_mapping is not None: _param_mapping.update(param_mapping) name, args, kwargs = call for key in params: # If a parameter isn't named the same way in the call if key in _param_mapping: kwargs_key = _param_mapping[key] else: kwargs_key = key expected_value = params[key] actual_value = kwargs.get(kwargs_key, None) if expected_value != actual_value: raise AssertionError( "Mock not called with `%s=%s`. Called with `%s`" % (key, expected_value, actual_value) ) def check_mock_called_with_kwargs(mock: MagicMock, params: dict) -> None: """Check whether a mock was called with kwargs, but also some other params we don't care about.""" for call in mock.mock_calls: check_call_contains_kwargs(call, params) class TestTSNEParameterFlow(unittest.TestCase): """Test that the optimization parameters get properly propagated.""" grad_descent_params = { "negative_gradient_method": [kl_divergence_bh, kl_divergence_fft], "learning_rate": [1, 10, 100], "dof": [0.5, 1, 1.5], "theta": [0.2, 0.5, 0.8], "n_interpolation_points": [3, 5], "min_num_intervals": [10, 20, 30], "ints_in_interval": [1, 2, 5], "max_grad_norm": [None, 0.5, 1], "max_step_norm": [None, 1, 5], "n_jobs": [1, 2, 4], "callbacks": [None, [lambda *args, **kwargs: ...]], "callbacks_every_iters": [25, 50], } @classmethod def setUpClass(cls): cls.x = np.random.randn(100, 4) cls.x_test = np.random.randn(25, 4) @check_params({**grad_descent_params, **{ "early_exaggeration_iter": [50, 100], "early_exaggeration": [4, 12], "initial_momentum": [0.2, 0.5, 0.8], "n_iter": [50, 100], "exaggeration": [None, 2], "final_momentum": [0.2, 0.5, 0.8], }}) @patch("openTSNE.tsne.gradient_descent.__call__") def test_constructor(self, param_name, param_value, gradient_descent): # type: (str, Any, MagicMock) -> None # Make sure mock still conforms to signature gradient_descent.return_value = (1, MagicMock()) # Early exaggeration training loop if param_name in ("early_exaggeration_iter", "early_exaggeration", "initial_momentum"): call_idx = 0 # Main training loop elif param_name in ("n_iter", "exaggeration", "final_momentum"): call_idx = 1 # If general parameter, should be applied to every call else: call_idx = 0 TSNE(**{param_name: param_value}).fit(self.x) self.assertEqual(2, gradient_descent.call_count) check_call_contains_kwargs( gradient_descent.mock_calls[call_idx], {param_name: param_value}, ) @check_params({**grad_descent_params, **{ "n_iter": [50, 100, 150], "exaggeration": [None, 2, 5], "momentum": [0.2, 0.5, 0.8], }}) @patch("openTSNE.tsne.gradient_descent.__call__") def test_embedding_optimize(self, param_name, param_value, gradient_descent): # type: (str, Any, MagicMock) -> None # Make sure mock still conforms to signature gradient_descent.return_value = (1, MagicMock()) # `optimize` requires us to specify the `n_iter` params = {"n_iter": 50, param_name: param_value} tsne = TSNE() embedding = tsne.prepare_initial(self.x) embedding.optimize(**params, inplace=True) self.assertEqual(1, gradient_descent.call_count) check_call_contains_kwargs(gradient_descent.mock_calls[0], params) @check_params({ "early_exaggeration_iter": [50, 100], "early_exaggeration": [None, 2, 4], "n_iter": [50, 100], "exaggeration": [None, 1, 2], "initial_momentum": [0.2, 0.5, 0.8], "final_momentum": [0.2, 0.5, 0.8], "max_grad_norm": [None, 0.5, 1], "max_step_norm": [None, 1, 5], }) @patch("openTSNE.tsne.gradient_descent.__call__") def test_embedding_transform(self, param_name, param_value, gradient_descent): # type: (str, Any, MagicMock) -> None # Make sure mock still conforms to signature gradient_descent.return_value = (1, MagicMock()) # Perform initial embedding - this is tested above tsne = TSNE() embedding = tsne.fit(self.x) gradient_descent.reset_mock() embedding.transform(self.x_test, **{param_name: param_value}) if "early" in param_name or "initial" in param_name: call_idx = 0 else: call_idx = 1 self.assertEqual(2, gradient_descent.call_count) check_call_contains_kwargs( gradient_descent.mock_calls[call_idx], {param_name: param_value}, ) @check_params({**grad_descent_params, **{ "n_iter": [50, 100, 150], "exaggeration": [None, 2, 5], "momentum": [0.2, 0.5, 0.8], "max_grad_norm": [None, 0.5, 1], "max_step_norm": [None, 1, 5], }}) @patch("openTSNE.tsne.gradient_descent.__call__") def test_partial_embedding_optimize(self, param_name, param_value, gradient_descent): # type: (str, Any, MagicMock) -> None # Make sure mock still conforms to signature gradient_descent.return_value = (1, MagicMock()) # Perform initial embedding - this is tested above tsne = TSNE() embedding = tsne.fit(self.x) gradient_descent.reset_mock() # `optimize` requires us to specify the `n_iter` params = {"n_iter": 50, param_name: param_value} partial_embedding = embedding.prepare_partial(self.x_test) partial_embedding.optimize(**params, inplace=True) self.assertEqual(1, gradient_descent.call_count) check_call_contains_kwargs(gradient_descent.mock_calls[0], params) @check_params({"metric": set(NNDescent.VALID_METRICS) - {"mahalanobis"}}) @unittest.skipIf(not is_package_installed("pynndescent"), "`pynndescent`is not installed") @patch("pynndescent.NNDescent") def test_nndescent_distances(self, param_name, metric, nndescent: MagicMock): """Distance metrics should be properly passed down to NN descent""" assert param_name == "metric" tsne = TSNE(metric=metric, neighbors="pynndescent") # We don't care about what happens later, just that the NN method is # properly called nndescent.side_effect = InterruptedError() try: # Haversine distance only supports two dimensions tsne.prepare_initial(self.x[:, :2]) except InterruptedError: pass self.assertEqual(nndescent.call_count, 1) check_call_contains_kwargs(nndescent.mock_calls[0], {"metric": metric}) @unittest.skipIf(not is_package_installed("pynndescent"), "`pynndescent`is not installed") @patch("pynndescent.NNDescent") def test_nndescent_mahalanobis_distance(self, nndescent: MagicMock): """Distance metrics and additional params should be correctly passed down to NN descent""" metric = "mahalanobis" C = np.cov(self.x) tsne = TSNE(metric=metric, metric_params={"V": C}, neighbors="pynndescent") # We don't care about what happens later, just that the NN method is # properly called nndescent.side_effect = InterruptedError() try: tsne.prepare_initial(self.x) except InterruptedError: pass self.assertEqual(nndescent.call_count, 1) check_call_contains_kwargs(nndescent.mock_calls[0], {"metric": metric}) def test_raises_error_on_unrecognized_metric(self): """Unknown distance metric should raise error""" tsne = TSNE(metric="imaginary", neighbors="exact") with self.assertRaises(ValueError): tsne.prepare_initial(self.x) tsne = TSNE(metric="imaginary", neighbors="approx") with self.assertRaises(ValueError): tsne.prepare_initial(self.x) class TestTSNEInplaceOptimization(unittest.TestCase): @classmethod def setUpClass(cls): cls.tsne = TSNE() cls.x = datasets.load_iris()["data"] cls.x_test = cls.x[::3] cls.x_test += np.random.normal(0, 1, size=cls.x_test.shape) def test_embedding_inplace_optimization(self): embedding1 = self.tsne.prepare_initial(self.x) embedding2 = embedding1.optimize(n_iter=5, inplace=True) embedding3 = embedding2.optimize(n_iter=5, inplace=True) self.assertIs(embedding1.base, embedding2.base) self.assertIs(embedding2.base, embedding3.base) def test_embedding_not_inplace_optimization(self): embedding1 = self.tsne.prepare_initial(self.x) embedding2 = embedding1.optimize(n_iter=5, inplace=False) embedding3 = embedding2.optimize(n_iter=5, inplace=False) self.assertFalse(embedding1.base is embedding2.base) self.assertFalse(embedding2.base is embedding3.base) self.assertFalse(embedding1.base is embedding3.base) def test_partial_embedding_inplace_optimization(self): # Prepare reference embedding embedding = self.tsne.prepare_initial(self.x) embedding.optimize(10, inplace=True) partial_embedding1 = embedding.prepare_partial(self.x_test) partial_embedding2 = partial_embedding1.optimize(5, inplace=True) partial_embedding3 = partial_embedding2.optimize(5, inplace=True) self.assertIs(partial_embedding1.base, partial_embedding2.base) self.assertIs(partial_embedding2.base, partial_embedding3.base) def test_partial_embedding_not_inplace_optimization(self): # Prepare reference embedding embedding = self.tsne.prepare_initial(self.x) embedding.optimize(10, inplace=True) partial_embedding1 = embedding.prepare_partial(self.x_test) partial_embedding2 = partial_embedding1.optimize(5, inplace=False) partial_embedding3 = partial_embedding2.optimize(5, inplace=False) self.assertFalse(partial_embedding1.base is partial_embedding2.base) self.assertFalse(partial_embedding2.base is partial_embedding3.base) self.assertFalse(partial_embedding1.base is partial_embedding3.base) def test_inplace_embedding_optimization_doesnt_change_init(self): init = initialization.pca(self.x) init_copy = init.copy() aff = affinity.PerplexityBasedNN(self.x) embedding = TSNEEmbedding(init, aff) embedding.optimize(10, inplace=True) np.testing.assert_array_equal(init, init_copy) def test_inplace_partial_embedding_optimization_doesnt_change_init(self): embedding = TSNE(early_exaggeration_iter=10, n_iter=10).fit(self.x) init = initialization.random(self.x_test) init_copy = init.copy() P = embedding.affinities.to_new(self.x_test) partial_embedding = PartialTSNEEmbedding(init, embedding, P) partial_embedding.optimize(10, inplace=True) np.testing.assert_array_equal(init, init_copy) def test_inplace_partial_embedding_optimization_doesnt_change_embedding(self): embedding = TSNE(early_exaggeration_iter=10, n_iter=10).fit(self.x) embedding_copy = np.array(embedding) partial_embedding = embedding.prepare_partial(self.x_test) partial_embedding.optimize(10, inplace=True) np.testing.assert_array_equal(np.array(embedding), embedding_copy) class TestTSNECallbackParams(unittest.TestCase): @classmethod def setUpClass(cls): cls.tsne = TSNE() cls.x = np.random.randn(100, 4) cls.x_test = np.random.randn(25, 4) def test_can_pass_callbacks_to_tsne_object(self): callback = MagicMock() callback2 = MagicMock() # We don't want individual callbacks to be iterable del callback.__iter__ del callback2.__iter__ # Should be able to pass a single callback TSNE(callbacks=callback, callbacks_every_iters=1, early_exaggeration_iter=0, n_iter=1).fit(self.x) self.assertEqual(callback.call_count, 1) # Should be able to pass a list callbacks callback.reset_mock() TSNE(callbacks=[callback], callbacks_every_iters=1, early_exaggeration_iter=0, n_iter=1).fit(self.x) self.assertEqual(callback.call_count, 1) # Should be able to change the callback on the object callback.reset_mock() tsne = TSNE(callbacks=callback, callbacks_every_iters=1, early_exaggeration_iter=0, n_iter=1) tsne.callbacks = callback2 tsne.fit(self.x) callback.assert_not_called() self.assertEqual(callback2.call_count, 1) def test_can_pass_callbacks_to_embedding_optimize(self): embedding = self.tsne.prepare_initial(self.x) # We don't the callback to be iterable callback = MagicMock() del callback.__iter__ # Should be able to pass a single callback embedding.optimize(1, callbacks=callback, callbacks_every_iters=1) self.assertEqual(callback.call_count, 1) # Should be able to pass a list callbacks callback.reset_mock() embedding.optimize(1, callbacks=[callback], callbacks_every_iters=1) self.assertEqual(callback.call_count, 1) def test_can_pass_callbacks_to_partial_embedding_optimize(self): embedding = self.tsne.prepare_initial(self.x) # We don't the callback to be iterable callback = MagicMock() del callback.__iter__ # Should be able to pass a single callback partial_embedding = embedding.prepare_partial(self.x_test) partial_embedding.optimize(1, callbacks=callback, callbacks_every_iters=1) self.assertEqual(callback.call_count, 1) # Should be able to pass a list callbacks callback.reset_mock() partial_embedding.optimize(1, callbacks=[callback], callbacks_every_iters=1) self.assertEqual(callback.call_count, 1) class TestAlternativeFitUsageWithAffinityAndInitialization(unittest.TestCase): @classmethod def setUpClass(cls): cls.x = np.random.normal(100, 50, (25, 4)) cls.init = np.random.normal(0, 1e-4, (25, 2)) def test_fails_if_no_parameters_specified(self): tsne = TSNE() with self.assertRaises(ValueError): tsne.fit() def test_precomputed_affinity_is_passed_to_embedding_object(self): aff = affinity.PerplexityBasedNN(self.x, 5, method="exact") embedding = TSNE( early_exaggeration_iter=0, n_iter=0, initialization=self.init ).fit(affinities=aff) self.assertIs(embedding.affinities, aff) def test_fails_if_affinities_parameter_is_not_correct_class(self): aff = "definitely not an affinity object" with self.assertRaises(ValueError): TSNE(initialization=self.init).fit(affinities=aff) def test_precomputed_initialization_is_passed_to_embedding_object(self): embedding = TSNE(early_exaggeration_iter=0, n_iter=0) \ .fit(self.x, initialization=self.init) np.testing.assert_array_equal(embedding, self.init) def test_string_initialization(self): # This should not crash TSNE(early_exaggeration_iter=0, n_iter=0).fit(self.x, initialization="pca") def test_parameter_init_takes_precendence_over_constructor_init(self): constructor_init = np.random.normal(1, 1e-4, self.init.shape) embedding = TSNE( early_exaggeration_iter=0, n_iter=0, initialization=constructor_init ).fit(self.x, initialization=self.init) np.testing.assert_array_equal(embedding, self.init) def test_pca_init_with_only_affinities_passed(self): aff = affinity.PerplexityBasedNN(self.x, 5, method="exact") desired_init = initialization.spectral(aff.P, random_state=42) embedding = TSNE( early_exaggeration_iter=0, n_iter=0, initialization="pca", random_state=42 ).fit(affinities=aff) np.testing.assert_array_equal(embedding, desired_init) class TSNEInitialization(unittest.TestCase): transform_initializations = ["random", "median", "weighted"] @classmethod def setUpClass(cls): # It would be nice if the initial data were not nicely behaved to test # for low variance cls.x = np.random.normal(100, 50, (25, 4)) cls.iris = datasets.load_iris()["data"] def test_low_variance(self): """Low variance of the initial embedding is very important for the convergence of tSNE.""" # Cycle through various initializations initializations = ["random", "pca"] allowed = 1e-3 for init in initializations: tsne = TSNE(initialization=init, perplexity=2) embedding = tsne.prepare_initial(self.x) np.testing.assert_array_less(np.var(embedding, axis=0), allowed, "using the `%s` initialization" % init) def test_mismatching_embedding_dimensions_simple_api(self): # Fit tsne = TSNE(n_components=2, initialization=self.x[:10, :2]) with self.assertRaises(ValueError, msg="fit::incorrect number of points"): tsne.fit(self.x[:25]) with self.assertRaises(ValueError, msg="fit::incorrect number of dimensions"): TSNE(n_components=2, initialization=self.x[:10, :4]) # Transform tsne = TSNE(n_components=2, initialization="random") embedding = tsne.fit(self.x) with self.assertRaises(ValueError, msg="transform::incorrect number of points"): embedding.transform(X=self.x[:5], initialization=self.x[:10, :2]) with self.assertRaises(ValueError, msg="transform::incorrect number of dimensions"): embedding.transform(X=self.x, initialization=self.x[:, :4]) def test_same_unoptimized_initializations_for_transform(self): """Initializations should be deterministic.""" x_train, x_test = train_test_split(self.iris, test_size=0.33, random_state=42) embedding = openTSNE.TSNE( early_exaggeration_iter=50, n_iter=50, neighbors="exact", negative_gradient_method="bh", random_state=42, ).fit(x_train) for init in self.transform_initializations: new_embedding_1 = embedding.prepare_partial(x_test, initialization=init) new_embedding_2 = embedding.prepare_partial(x_test, initialization=init) np.testing.assert_equal(new_embedding_1, new_embedding_2, init) def test_same_bh_optimized_median_initializations_for_transform(self): """Transform with Barnes-Hut optimization should be deterministic.""" x_train, x_test = train_test_split(self.iris, test_size=0.33, random_state=42) embedding = openTSNE.TSNE( early_exaggeration_iter=10, n_iter=10, neighbors="exact", negative_gradient_method="bh", random_state=42, ).fit(x_train) for init in self.transform_initializations: new_embedding_1 = embedding.transform( x_test, initialization=init, n_iter=10 ) new_embedding_2 = embedding.transform( x_test, initialization=init, n_iter=10 ) np.testing.assert_equal(new_embedding_1, new_embedding_2, init) def test_same_fft_optimized_median_initializations_for_transform(self): """Transform with interpolation based optimization should be deterministic.""" x_train, x_test = train_test_split(self.iris, test_size=0.33, random_state=42) embedding = openTSNE.TSNE( early_exaggeration_iter=10, n_iter=10, neighbors="exact", negative_gradient_method="fft", random_state=42, ).fit(x_train) for init in self.transform_initializations: new_embedding_1 = embedding.transform( x_test, initialization=init, n_iter=10, learning_rate=10 ) new_embedding_2 = embedding.transform( x_test, initialization=init, n_iter=10, learning_rate=10 ) np.testing.assert_equal(new_embedding_1, new_embedding_2, init) class TestRandomState(unittest.TestCase): @classmethod def setUpClass(cls): # It would be nice if the initial data were not nicely behaved to test # for low variance cls.x = np.random.normal(10000, 50, (25, 4)) cls.x_test = np.random.normal(100, 50, (25, 4)) def test_same_results_on_fixed_random_state_random_init(self): """Results should be exactly the same if we provide a random state.""" tsne1 = TSNE(random_state=1, initialization="random") embedding1 = tsne1.fit(self.x) tsne2 = TSNE(random_state=1, initialization="random") embedding2 = tsne2.fit(self.x) np.testing.assert_array_equal( embedding1, embedding2, "Same random state produced different initial embeddings", ) def test_same_results_on_fixed_random_state_pca_init(self): """Results should be exactly the same if we provide a random state.""" tsne1 = TSNE(random_state=1, initialization="pca") embedding1 = tsne1.fit(self.x) tsne2 = TSNE(random_state=1, initialization="pca") embedding2 = tsne2.fit(self.x) np.testing.assert_array_equal( embedding1, embedding2, "Same random state produced different initial embeddings", ) def test_same_partial_embedding_on_fixed_random_state(self): tsne = TSNE(random_state=1, initialization="random") embedding = tsne.fit(self.x) partial1 = embedding.prepare_partial(self.x_test, initialization="random") partial2 = embedding.prepare_partial(self.x_test, initialization="random") np.testing.assert_array_equal( partial1, partial2, "Same random state produced different partial embeddings", ) @patch("openTSNE.initialization.random", wraps=openTSNE.initialization.random) @patch("openTSNE.nearest_neighbors.Sklearn", wraps=openTSNE.nearest_neighbors.Sklearn) def test_random_state_parameter_is_propagated_random_init_exact(self, init, neighbors): random_state = 1 tsne = openTSNE.TSNE( neighbors="exact", initialization="random", random_state=random_state, ) tsne.prepare_initial(self.x) # Verify that `random_state` was passed init.assert_called_once() check_mock_called_with_kwargs(init, {"random_state": random_state}) neighbors.assert_called_once() check_mock_called_with_kwargs(neighbors, {"random_state": random_state}) @patch("openTSNE.initialization.pca", wraps=openTSNE.initialization.pca) @patch("openTSNE.nearest_neighbors.Annoy", wraps=openTSNE.nearest_neighbors.Annoy) def test_random_state_parameter_is_propagated_pca_init_approx(self, init, neighbors): random_state = 1 tsne = openTSNE.TSNE( neighbors="approx", initialization="pca", random_state=random_state, ) tsne.prepare_initial(self.x) # Verify that `random_state` was passed init.assert_called_once() check_mock_called_with_kwargs(init, {"random_state": random_state}) neighbors.assert_called_once() check_mock_called_with_kwargs(neighbors, {"random_state": random_state}) class TestDefaultParameterSettings(unittest.TestCase): def test_default_params_simple_vs_complex_flow(self): # Relevant affinity parameters are passed to the affinity object mismatching = get_mismatching_default_values( openTSNE.TSNE, PerplexityBasedNN, {"neighbors": "method"}, ) self.assertEqual(mismatching, []) assert len( get_shared_parameters(openTSNE.TSNE, openTSNE.tsne.gradient_descent.__call__) ) > 0, \ "`TSNE` and `gradient_descent` have no shared parameters. Have you " \ "changed the signature or usage?" # The relevant gradient descent parameters are passed down directly to # `gradient_descent` mismatching = get_mismatching_default_values( openTSNE.TSNE, openTSNE.tsne.gradient_descent.__call__, ) # Some default parameters should be different between TSNE and gradient_descent allowed_mismatches = ("n_iter", "learning_rate") mismatching = list(filter(lambda x: x[0] not in allowed_mismatches, mismatching)) self.assertEqual(mismatching, []) def get_shared_parameters(f1, f2): """Get the names of shared parameters from two function signatures.""" params1 = inspect.signature(f1).parameters params2 = inspect.signature(f2).parameters return set(params1.keys()) & set(params2.keys()) def get_mismatching_default_values(f1, f2, mapping=None): """Check that two functions have the same default values for shared parameters.""" # Additional mappings from f1 parameters to f2 parameters may be provided if mapping is None: mapping = {} params1 = inspect.signature(f1).parameters params2 = inspect.signature(f2).parameters mismatch = [] for f1_param_name in params1: # If the param is named differently in f2, rename f2_param_name = mapping[f1_param_name] if f1_param_name in mapping else f1_param_name # If the parameter does not appear in the signature of f2, there"s # nothing to do if f2_param_name not in params2: continue val1 = params1[f1_param_name].default val2 = params2[f2_param_name].default if val1 != val2: mismatch.append((f1_param_name, val1, f2_param_name, val2)) return mismatch class TestGradientDescentOptimizer(unittest.TestCase): @classmethod def setUpClass(cls): cls.tsne = TSNE() random_state = np.random.RandomState(42) cls.x = random_state.randn(100, 4) cls.x_test = random_state.randn(25, 4) def test_optimizer_being_passed_to_subsequent_embeddings(self): embedding = self.tsne.prepare_initial(self.x) self.assertIsNone( embedding.optimizer.gains, "Optimizer should be initialized with no gains" ) # Check the switch from no gains to some gains embedding1 = embedding.optimize(10) self.assertIsNone( embedding.optimizer.gains, "Gains changed on initial optimizer even though we did not do " "inplace optimization.", ) self.assertIsNotNone( embedding1.optimizer.gains, "Gains were not properly set in new embedding." ) self.assertIsNot( embedding.optimizer, embedding1.optimizer, "The embedding and new embedding optimizer are the same instance " "even we did not do inplace optimization.", ) # Check switch from existing gains to new gains embedding2 = embedding1.optimize(10) self.assertIsNot( embedding1.optimizer, embedding2.optimizer, "The embedding and new embedding optimizer are the same instance " "even we did not do inplace optimization.", ) self.assertFalse( np.allclose(embedding1.optimizer.gains, embedding2.optimizer.gains), "The gains in the new embedding did not change at all from the old " "embedding.", ) def test_optimizer_being_passed_to_partial_embeddings(self): embedding = self.tsne.prepare_initial(self.x) embedding.optimize(10, inplace=True) # Partial embeddings get their own optimizer instance partial = embedding.prepare_partial(self.x_test) self.assertIsNot( embedding.optimizer, partial.optimizer, "Embedding and partial embedding optimizers are the same instance.", ) self.assertIsNone( partial.optimizer.gains, "Partial embedding was not initialized with no gains", ) # Check the switch from no gains to some gains partial1 = partial.optimize(10) self.assertIsNone( partial.optimizer.gains, "Gains on initial optimizer changed even though we did not do " "inplace optimization.", ) self.assertIsNotNone( partial1.optimizer.gains, "Gains were not properly set in new partial embedding.", ) # Check switch from existing gains to new gains partial2 = partial1.optimize(10) self.assertIsNot( partial1.optimizer, partial2.optimizer, "The embedding and new embedding optimizer are the same instance " "even we did not do inplace optimization.", ) self.assertFalse( np.allclose(partial1.optimizer.gains, partial2.optimizer.gains), "The gains in the new embedding did not change at all from the old " "embedding.", ) def test_embedding_optimizer_inplace(self): embedding0 = self.tsne.prepare_initial(self.x) # Assign only so the references are clear embedding1 = embedding0.optimize(10, inplace=True) embedding2 = embedding1.optimize(10, inplace=True) self.assertIs(embedding0.optimizer, embedding1.optimizer) self.assertIs(embedding1.optimizer, embedding2.optimizer) def test_partial_embedding_optimizer_inplace(self): embedding = self.tsne.prepare_initial(self.x) embedding.optimize(10, inplace=True) partial0 = embedding.prepare_partial(self.x_test) # Assign only so the references are clear partial1 = partial0.optimize(10, inplace=True) partial2 = partial1.optimize(10, inplace=True) self.assertIs(partial0.optimizer, partial1.optimizer) self.assertIs(partial1.optimizer, partial2.optimizer) def test_pickling(self): obj = openTSNE.tsne.gradient_descent() obj.gains = np.ones(5) loaded_obj = pickle.loads(pickle.dumps(obj)) np.testing.assert_array_equal(loaded_obj.gains, np.ones(5)) def test_gains_is_always_numpy_array(self): embedding = self.tsne.prepare_initial(self.x) self.assertIsInstance(embedding.optimizer.gains, (type(None), np.ndarray)) self.assertNotIsInstance(embedding.optimizer.gains, openTSNE.TSNEEmbedding) embedding = embedding.optimize(10) self.assertIsInstance(embedding.optimizer.gains, (type(None), np.ndarray)) self.assertNotIsInstance(embedding.optimizer.gains, openTSNE.TSNEEmbedding) embedding.optimize(10, inplace=True) self.assertIsInstance(embedding.optimizer.gains, (type(None), np.ndarray)) self.assertNotIsInstance(embedding.optimizer.gains, openTSNE.TSNEEmbedding) def test_pickling_via_embedding(self): embedding = self.tsne.prepare_initial(self.x) # Before optimization loaded_embedding = pickle.loads(pickle.dumps(embedding)) np.testing.assert_equal( embedding.optimizer.gains, loaded_embedding.optimizer.gains, "Failed loading without any optimization", ) embedding = embedding.optimize(10) # After optimization loaded_embedding = pickle.loads(pickle.dumps(embedding)) np.testing.assert_equal( embedding.optimizer.gains, loaded_embedding.optimizer.gains, "Failed loading after optimization (differing gains)", ) class TestAffinityIntegration(unittest.TestCase): @classmethod def setUpClass(cls): # It would be nice if the initial data were not nicely behaved to test # for low variance cls.x = np.random.normal(100, 50, (25, 4)) cls.x_test = np.random.normal(100, 50, (25, 4)) def test_transform_with_standard_affinity(self): init = openTSNE.initialization.random(self.x) aff = openTSNE.affinity.PerplexityBasedNN(self.x, 5, method="exact") embedding = openTSNE.TSNEEmbedding(init, aff, negative_gradient_method="bh") embedding.optimize(100, inplace=True) # This should not raise an error embedding.transform(self.x_test) def test_transform_with_multiscale_affinity(self): init = openTSNE.initialization.random(self.x) aff = openTSNE.affinity.Multiscale(self.x, [2, 5], method="exact") embedding = openTSNE.TSNEEmbedding(init, aff, negative_gradient_method="bh") embedding.optimize(100, inplace=True) # This should not raise an error embedding.transform(self.x_test) def test_transform_with_nonstandard_affinity(self): """Should raise an informative error when a non-standard affinity is used with `transform`.""" init = openTSNE.initialization.random(self.x) aff = openTSNE.affinity.Uniform(self.x, 5, method="exact") embedding = openTSNE.TSNEEmbedding(init, aff, negative_gradient_method="bh") embedding.optimize(100, inplace=True) with self.assertRaises(TypeError): embedding.transform(self.x_test) class TestTSNEEmebedding(unittest.TestCase): def test_pickling(self): tsne = TSNE(random_state=4) embedding = tsne.fit(np.random.randn(100, 4)) loaded_obj = pickle.loads(pickle.dumps(embedding)) self.assertIsInstance(loaded_obj, openTSNE.TSNEEmbedding) self.assertIsInstance(loaded_obj.affinities, openTSNE.affinity.Affinities) self.assertEqual(4, loaded_obj.random_state) def test_pickling_with_transform(self): tsne = TSNE(random_state=4) embedding: openTSNE.TSNEEmbedding = tsne.fit(np.random.randn(100, 4)) loaded_obj: openTSNE.TSNEEmbedding = pickle.loads(pickle.dumps(embedding)) loaded_obj.transform(np.random.randn(100, 4)) class TestPrecomputedDistanceMatrices(unittest.TestCase): def test_precomputed_dist_matrix_via_affinities_uses_spectral_init(self): x = np.random.normal(0, 1, (200, 5)) d = squareform(pdist(x)) aff = affinity.PerplexityBasedNN(d, metric="precomputed") desired_init = initialization.spectral(aff.P, random_state=42) embedding = TSNE( early_exaggeration_iter=0, n_iter=0, random_state=42, ).fit(affinities=aff) np.testing.assert_array_equal(embedding, desired_init) def test_precomputed_dist_matrix_via_tsne_interface_uses_spectral_init(self): x = np.random.normal(0, 1, (200, 5)) d = squareform(pdist(x)) aff = affinity.PerplexityBasedNN(d, metric="precomputed") desired_init = initialization.spectral(aff.P, random_state=42) embedding = TSNE( metric="precomputed", early_exaggeration_iter=0, n_iter=0, random_state=42, ).fit(d) np.testing.assert_array_equal(embedding, desired_init) def test_precomputed_dist_matrix_doesnt_override_valid_inits(self): iris = datasets.load_iris() x, y = iris.data, iris.target d = squareform(pdist(x)) embedding = TSNE( initialization="random", metric="precomputed", early_exaggeration_iter=0, n_iter=0, ).fit(d) knn = KNeighborsClassifier(n_neighbors=10) knn.fit(embedding, y) predictions = knn.predict(embedding) self.assertLess(accuracy_score(predictions, y), 0.6) class TestMisc(unittest.TestCase): def test_very_large_affinity_matrices(self): x = np.random.normal(0, 1, (50, 10)) aff = PerplexityBasedNN(x, perplexity=30) # Super large affinity matrices have so many indices, it needs to be # stored as long aff.P.indptr = aff.P.indptr.astype(np.int64) aff.P.indices = aff.P.indices.astype(np.int64) TSNE().fit(x, affinities=aff) # The old version should still work aff.P.indptr = aff.P.indptr.astype(np.int32) aff.P.indices = aff.P.indices.astype(np.int32) TSNE().fit(x, affinities=aff) def test_interpolation_grid_not_called_using_bh(self): x1 = np.random.normal(0, 1, (50, 10)) x2 = np.random.normal(0, 1, (20, 10)) with patch("openTSNE.TSNEEmbedding.prepare_interpolation_grid") as prep_grid: tsne = openTSNE.TSNE(negative_gradient_method="bh") embedding = tsne.fit(x1) # Calling transform shouldn't call `prepare_interpolation_grid` embedding.transform(x2) prep_grid.assert_not_called() openTSNE-1.0.2/tests/test_utils.py000066400000000000000000000020161465662743300170770ustar00rootroot00000000000000import unittest import numpy as np from openTSNE.utils import clip_point_to_disc class TestClipping(unittest.TestCase): def test_circular_clip_do_nothing(self): x = np.array([[0, 1], [1, 0], [0.05, 0.05]], dtype=np.float64) x_clipped, mask = clip_point_to_disc(x, 1) np.testing.assert_almost_equal(x, x_clipped) np.testing.assert_almost_equal(mask, [0, 0, 0]) def test_circular_clip_do_clipping1(self): x = np.array([[0, 1], [5, 0], [0.05, 0.05]], dtype=np.float64) x_clipped, mask = clip_point_to_disc(x, 1) np.testing.assert_almost_equal([[0, 1], [1, 0], [0.05, 0.05]], x_clipped) np.testing.assert_almost_equal(mask, [0, 1, 0]) def test_circular_clip_do_clipping2(self): x = np.array([[0, 1], [1, 0], [1, 1]], dtype=np.float64) x_clipped, mask = clip_point_to_disc(x, 1) v = np.cos(np.radians(45)) np.testing.assert_almost_equal([[0, 1], [1, 0], [v, v]], x_clipped) np.testing.assert_almost_equal(mask, [0, 0, 1])

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