From 018e9604b23ed642475eb3af0e0e113cd51716d5 Mon Sep 17 00:00:00 2001 From: Thomas Athey Date: Thu, 9 Feb 2023 12:11:45 -0500 Subject: [PATCH 01/15] data examples for lddmm cfigure --- docs/reference/map_neurons.rst | 3 - experiments/map_neurons/lddmm-figure.ipynb | 472 ++++++++++++++------- 2 files changed, 328 insertions(+), 147 deletions(-) diff --git a/docs/reference/map_neurons.rst b/docs/reference/map_neurons.rst index a5110882f..8c65ea917 100644 --- a/docs/reference/map_neurons.rst +++ b/docs/reference/map_neurons.rst @@ -3,9 +3,6 @@ Mapping Neurons .. currentmodule:: brainlit.map_neurons -Fragment Generation -------------------- - .. autoapiclass:: DiffeomorphismAction :members: .. autoapiclass:: CloudReg_Transform diff --git a/experiments/map_neurons/lddmm-figure.ipynb b/experiments/map_neurons/lddmm-figure.ipynb index 3abb6e601..d421ce41d 100644 --- a/experiments/map_neurons/lddmm-figure.ipynb +++ b/experiments/map_neurons/lddmm-figure.ipynb @@ -2,18 +2,9 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/thomasathey/Documents/mimlab/mouselight/docs_env/lib/python3.8/site-packages/nilearn/datasets/__init__.py:86: FutureWarning: Fetchers from the nilearn.datasets module will be updated in version 0.9 to return python strings instead of bytes and Pandas dataframes instead of Numpy arrays.\n", - " warn(\"Fetchers from the nilearn.datasets module will be \"\n" - ] - } - ], + "outputs": [], "source": [ "from brainlit.map_neurons.map_neurons import (\n", " DiffeomorphismAction,\n", @@ -54,6 +45,14 @@ "from scipy.ndimage import distance_transform_edt, binary_dilation" ] }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Jacobian" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -63,17 +62,9 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "integrating velocity field: 100%|██████████| 10/10 [00:27<00:00, 2.73s/it]\n" - ] - } - ], + "outputs": [], "source": [ "root_dir = Path(os.path.abspath(\"\"))\n", "data_dir = os.path.join(root_dir, \"data\", \"mapping-files\")\n", @@ -111,7 +102,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -148,47 +139,18 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ - "## Plot displacement field over atlas" + "### Plot displacement field over atlas" ] }, { "cell_type": "code", - "execution_count": 72, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(1320, 800)\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 72, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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9e1bp/ZaXl/PDDz+QkJBAx44d6dSpE703PSTeYGiVTQuy+CuIFirIFpCGJVxdAohPCOb6Gg+Vx/0vEa66YQVQvzZXFWSntwFMDrsqfa80K5X8+xdI2B+EsbFxjexfv36dwMBAjh49Kt3WsWNHoqKi5D3LuWbMZTKrffyrtCcqKyX/9x3kbloFxUXoNm2O5YoQjdYUZlDImHtjiIlLkA6GF4lErz3d/yKePn1aI6WF0tJS3NzcSEpK4uOPP2bFihVqxdIKCgpo06YNd+7cAcRtv4GBgUyePLnaebclJSW8//77HDhwAABDfRNcLQ3w7tCOFo0b4dlQ+RwFSZy2s/dWzT5kFTAyFLdNRkRE4Ovri7X1BYV90tI6cj5IsSTqf4lsJajrsIJUPLNHFGsaihNPpYtaS+Pyrg+aAWDtY05aZKbcsfGNbnL9igerO3zB901O1FhY88KFC3z77becOHECgN9++40PP/wQED9Z3Yj4tVrClUXp03iyf/6OkphoLH/dhm6TphqtJ8xAPHWuRYYRfxZr09Fo6z8xHP416dYWn3/+OWPGjKFZs2YaH/vtt9/y/fffA+J6yc2bN9O1a9dqj4uOjqZdu3bS2srRo0ezcuVKleoO0uHfucsovOtA83k/cD8lTfq+k50NP4wbRSOXiketukyIyUJCtoBSopXFtm3ZmMReldv2v0i4qsIKlYfqRIcnq2z7VRaLH+w+E2sfcxZdDlXYXx1IwjzBIbPoc+MRd0PO1IiAz507x7fffsvDhw+5d+8eBgYGBI8/xQ+DVddcq4KovJyC/bspTYjD9Av1R1xGOZ8iLU1+Ml5ERAQ2yd5qt1LXEV6Tbm0RGBjI77//ztWrVzXO+iYkJODu7i7NHuvo6LB27Vq5YeSqsGDBAo4dO4arqytbtmyhXbt2hIaGUq9ePek+sjMPZOO0hUXFTF0WzI0HjwDQ1tLCv4sX3741nVCLq38Z0UpsuroEqHVcZdL9XyRcjaoV3j+uMM7RLfAwT3pEcSHvE1wuvqwVyVaFwHYDSYvMZH9micZVExKvO8TXiPLycrp160Zi4Dna9K75uM2ytFS0rGzUDg9sFw2Uu+HLokWGEZs9ItTq7KsDqFzw//wI/iNHjtCnT59a27GxseHRo0d8/PHHHDhwQKOqAhcXF/z8/Dh8WHxRzpgxQy3ClezbvHlz+vTpQ5s2bZg8eTKtW7dmz549fHI4myc9opie2ZMlGZ1pP92P9jLHCvX1+HHSeL5cuhKBQEB9W3dCT53m6B9RfPyJOZlZW9DVVT/W9exZCbF3CrGy0sHKWhsrKx0MDbXkyNbVJQBr1CPb/08QWkwBqg4rRIcns7rDF/x0YhFPXvVHuAUexsQjkM/jXCksWcix6N0gBC7/NetcdDlUbN8eEgsPkfOGh9IwR+V6boAdfu4AWIwfKJ4DfOI464X6gH+N16Ntbav2vmIvV/UUsOsWeTwPySN2p/LP9Hfhf97TbdiwIdeuXcPMzKxWdrZu3SrN9M6dO5dvv/1Wo+MPHjzI0qVL0dbW5tSpUxw8eJC+fTU/6fZDFiE68BXpBQImjZ6FQ0Y0HXqrvqm4PmjGCtEhCgsL6df/ENHRBfy66iWPHxdTr54uY8dZ0rGjoVqehEgkIjQ0i7Vr0pG0nhsaGmJnZ4SdnRmBge/StKnmWWJZT/f/k5dbbRz3xCyWrIshYMTCv8SrVQeB7QYSN3mQ3Lr2XUoh1X4LfVe3x9rHXOWxfxaL5yXbNo1QWrFQGZImCHX2VXV85dCCKpSnmDLkYtxfSbz/P8MLJSUl6OnpMWPGDBYvXlwrWxEREdJicIFAoDFplpaWcuPGDVxdXWnTpg2ZmZlcuXKFRo0aqXX8vksp0uYFxwYXmL1qPbFP4unTsR1TP/kQ/Urtj60dveWqD2QzuGVlIo5G5LBpUwYZGWW0bClk/GdWNGhQvRKwkeF2Is8OYN4PqeTmVgz96NnzLZYsGYqBgV4VRyuHcH1bdsUt/p8kXBB3nlVGZcKVjeO6BR5m1vg79F3dnvXCk3/nUpUisN1A2qYOISd2kTRhlzszkoAR1StaCBOiKHTxwk1YVu2+YQaFtMgw4rpFnrRpQhNUFVpQhvIUU1LsrP6qOO9/QyMtMzOzTu1JWgGXLVtWY00yCWxtKx5zjI2N+eabb0hMTFT7eB0dHVq3bo21tTX79u2jqKgIf39/Be0wWbgFHoa5Zqx58hOPg0axunQ8LdrGYmtpwcqZX9KnU3uOXLhMwOIgkl+m4/qgGcefvkC7aWuFuQeynqy2toA+fU3ZvMWZjz4y59atIsaPS2LJkhekp5cqW4oU1tYXGPjedPbtm0GDBhUX6/Hjt/Dy+p4FC/YTF/dC7e9Fgv9VwhVYq5EwfRVWkBDu9EwDhsf6/isIF8Qhh90LSzHxCJRWSAx2n6nWsYlxb7Fh/wupF1sV/AuEnNf3xymsBOH6toQZFKp1XE2hZZfN46BRGg2Irwv8qzzdMWPGEBwcjJ6e5t6SMty9excPD3H95+DBg9m5c2eNbSUmJtKiRQvs7Ox48eIFiYmJtVqnJFzx/vvvs3v3bjlSlCRNgn/vqTD7QBYikYiwM1Es/y0UXaEe3/9gRosWBkr3rQrJySWsX5fOmTN5GBgI+GiIOe+/b4aenvierCohlpNTyLRp28nPL+ajjzqwbdt5rlwRj2rs1KkxH3/ciS5dPKSyPKrg9KAn156d1Xjd/3ZoGlYI8m/D46BR/2g4QRVskr3RCbwGgLfvRtyDdqt97Ib9L3hhf1btsrHtooF0KgojLTKT9cKTah2nSWihMs4HzaP+5A117fH+N8ILnTt35u2332bJkiV1Yu/8+fN4eXlJ/33hwgU6dOhQI1tFRUVcv36dO3fuMHLkSPbs2cP7779fq/V9+eWX/PLLLyxatIiZM2dKHys9b/SttoEBKkIIl/8YyPffpZCZWcb48VYMeM+0RsXgt28X8uuql9y9W0S9ehZMn96XPn1aVGmrvLyciIib9OnTAoD795+zY8cFwsKukZdXhIODOR9+2IFBg9phba08i10V6T5OesalmDsgAC2BAAECBFri/2ppCWj9RhPcHNXTL/u7oawmtzrCzfFo83cvUy3UhnQl53Zg/U5qHxPlfArhenFn271eIxTahpXtX1PSBSi7fY2hD9zqMsb73yBdPz8/IiIiOHLkiEYijapw8OBB+vUTj94zMDCgefPmXLhwoVbdKXl5eTg6OtK+fXu5TpyaoKSkBJMGrShOvMWaek40XXm0xt1iaWmlfDc3hdjYIrp3N2byFGuEQvWiR0aG26WVB+Xl5Rw8GM3PPx8mOTmLVq3c+Oqr/jRvrtkM0dzcQvbv/5MdO85z/34yurra9OrlydChnWjTxl3uHFRFuiKRiON/XGXZjj1k58krYbzd9A1+/Pyzaj3pfwKqanIv2PtI/1/S5gv8qwkXYK6DHWt65wKaky6Ik2rqJtQkCDMoxCms5G8hXYBrIfn8ZF5QV8T715BuXY8jHDRoEHv27EFLS4vy8nJcXV1rZTMkJITffvuN48ePIxKJqFevHj/88IPa5Vqq0KNHD06eFMfbarpGSQghNdoCz4ULyc7Px0goJD0rW+nYQHWaGIqLRawKTuPQoRwaNNSjV09jQkOzefGiFBsbHUaNsqB7jwpvs3KplywKCorZsCGStWtPUVBQTL9+rZg2rQ9XrjxmyZJwnj/PwMHBgqlT/ejXr7XKzykSibh6NY7t289z7FgMJSVlNG5sz5AhnejfvxUv0zdwJ2go8y+srHJk4susbH7eupNz129KtwkEAt50d8WrhSedmjfD3dFeSub/9GjH6pJnknrcyeedCflxGpn5BZiZmdG9e3c8PT1rtc6YmBhOnjxJVlZWlTZlZ19IIBvWkLyfFpnJb5sHs0i7gPRnmTho67Bg8g982FV9cgoOmUWLcbFy5Flw4gi561dS/iIZLRt7jEdPxKCHfCXO+MgwgGpDDBLSPXr0KKtXryYlJQU7OzvGjx9P797qz2+oHGr4V412/CuE5Xx8fDh7Vt7jqY3NtWvXMnny5DoXvxs9ejSFhYU1silpZAhO3keLtrEAbDoYzob98sF8ieihZFatJq25hw9ns/yXNMoqJYyFQiF9+vTB09OTzt5b1WpeSEnJYunScPbtu4qOjhbl5SLKyiqqFoRCXebP/6BK4pXgxYts9uz5g507L/L8eSZ6enp4NW3FuZirlMiISKoSfJT1eguLS3jHqwNRN2JITRcnTOvZWOPVwhN9XT12Hj9JcUn1NiVtshLEN7qJMhy7dIXFW3ZQVFyhvKDKZnVhhejwZHQCr3F3sxG/LpxKUVHFtSSZs1FT4o2JieHgwYNyChEGOvrM+Px7Bh/ZxNmIkQCqlSi8JrCmoSUrI7cQEyfWFxxp3oftX4VSXCAjSKovJHjSt2oTb1pkJon+uvgXCAEx4WYv+QFkPjv6Qkynfi1HvJIJYomNjlfrJY883ougoBy536ZQKCQwMFAj4pV4vPM9M/+3hSkBTE1NlWbz/yFhuTq1KUu2lZNjA2d8Tcor4pCFvb0927YrqgCogw/ejycjQ7FMx9ZWh/PnNS+fu307kUGDVlBcrFjd4OhoQWTkHLXsxCcEo6+3mefH/mTt4V2c+FN5i3BVgo8SrzdwxBBMjYx48DSRqOsxRF2P4X7CU5V/287Sgqtj9st1c/n6+srtI5l+lhaZKSXg8vJyBkybw0slgqSV11ld8kzi4e4z/pLP+rUk5cVzhX3NzMz48ssvVX6OqrA+aDVJ2SkK27VNbXD6bFONbOZs+5j0pEyF7c62DtwPUS/ElhaZibWPubR07MWHfShPVfzsWrYO2Ow8IrctzKCQiIiI6gfmfNiW1FTF69Pe3l7jmbrXQvL54rcPKctWrMSprTBljUvGlKnsVrVdHagqn6qpzb9ijZralJR9PXFPYElsZ1q0jVWoRkhVQrgAKSnJaq/LyHA7585+QqeiMJocCyEjQ7lw3osXVZeEqULTpk5KCRfg+XPl65dFfEIw27Zl06kojDY5ZrzboSsH561Wub+q7wTAysyUBQFjMDIwQCAQ0NjFmZH9+rDxm5lVKvOmpGeQ6K/LdYs8OntvpbP3VvLyh8q9Ontv5by+P4n+uhx/+gLXB82IefhYKeEqW6e480wesl5uQMt7uJ3w4lnIbaWEC5CVpV7rbWC7gZjEXmWugx2h7qHM9SriWU6q0n3LstOUbq8OQf5tSH+WqfS9xBfqX5/WPuZycftyFccq225tfYHRhd3ZLlIMh8hC1bWdkqJ4E6oOrUcYUp6j/DurDX/Av0yYsq5t/pNrlCXb884LOFSQhchB+bGOpspLVWxsqu/SNjLcTpNjIbS/EY3DCCPapg7h8PhL2Nkoz+g7ONRcnNHRUfmxVdmUJVtlMcR6Kj57dYKPAoEAHW3FBJqdpYVqEUlbHfLyh2JtfQFXl4AqXxICTvTXpZ/gPbWEKS8dC1c6QUyC6PBkPIWrCA+bxqj+NlV2Sd69e1fle6MLuzPXwQ7hZS9WuH+GW5wLObGLcDvhhZaJtdJjtIxrft4tHc2VbndScY2pgsC6q5Q4tVQcq2y719NurBeepFNRWNX2bZTPnLazq1kpmKrj/lFhyroWbVuwYMF/XphSIuYYHjaNJbGdOa8j9jjNjY1ZuGkbsXHyoYnWjt6MmfIZ+vqKTyOtWwspK6uI8BgZbsfIcDudisIQxk3h7u51mI34FD+PCXgKxXLlI4640jy5MzMCuyIUynepCYW6TJ1a86qQqVP91LZZHdlKMNN7bJ0LPs7uOFFBoFAo1GXmzEFqD+GRkK+19QXu9RrB7I4Tq11ndTW53c4EMNFnGO5Bu1l0OZTu3bsrrFOC0NBQkpKS5LaNLuyOwwgjrvg3xi3OBbfCHQrHmXsPQ6Cj2FkoKswl99YppZLi1aH/NF/0DBTX2au1+iVgIL7pSIjTePRE0BfK76CtjdEo5eens/dW0iIzq/R2jUdPREdHntIEAgHjx4+X2yaZ6Vwdxo8fryiaWgfClDUm3aFDh7J27VpcXV0RCAS4urrWKkH1V9j8K9coudtJbM6OMWffpRSeuCfwOGgU6dMnyoURBAIBVmZmTF/+K4kpL6Squef1/fHqvIUpU6yxtdVBIABra20MDASEh+cyelQp9375hEZHN1KeYorZiE9pmzqE8TqrWd3hCwbN0mH3wlJWl46n4ePV9J/fDWvrC/Tr15r58z/A0dECgUDspaqb8FIFdWyqS7YSDGjak5nDhmBnaYEAsaeqLDmlLlo7euMXZI7B9LlYOdYDgaDWn93VJYC2s/tUuU5lnWeVVSA8VvrTd3V7aTzZ09OTd999VyroqK+vj5WVFQKBgNLSUnbs2EFGRgY9nW0YvHMXV/wbs3D1m3LDyCvDuGlXLH0nom1qAwjQNrXBtNMQtE1teHl4KWlhCynLrwhfiMqrbs+dHHaVdv6tGLpgIJb1zEEA5vamWBjbsiH8dxbsWK0RkUtCDAY9+mA69Wu0bF95p/pCKCtDlKk8rOTqEoC1jznnzn6i0rZBjz4YTP5awTFQVpuvDvH27t2b2bNnY29vjwBxXLy2/AH/sjrdvwvl5eW11h67cOECX3zxBVeuXGHfpRTeGNGlWlWGb1Zv5NTVP6lXrx7LftHBwkL+8VhSwlV2+xp7Libyy4ZF0veErkLsBtph7GksLYuKKZxAYtxb3Os1Qm0P7q+CRKlVHaKVhWzCqjZo7ehNYqPjnBN9qPBeZ0HNOxEliE8IplNRmNJ6YnWTZ0vWxahVi1tYWEhcXBymOSLOxzwh573JaBtoprRbGeUlhWRGbibn2kG0jMyx8vsCobMnmWc3Y9ljXJXHmngEMtFHXtanVc91BBpbcer6JUb0GsDyiXPQrUbPTCLJ9NN4xcoJUXERGdPGU3L7Bmbf/ojQW1GGXlLJcN0iT1oFoQyisjLar+jGgQPiOPyCBQsU5ldLEqbXLfKqXLPs/oN37tJkOtl/Y/bC34HHjx8rlKXVBIcPH+bq1au8sewN7FJekj59YpWE29rRG5e3xOVJSUlJzJ6dzMkTg6WJL4Ocg5iN+JQb9ucYr7Oa4x0OoGdb0WaspauFjok4xjvRZxirS8dzstHPFI6+IiXcy5cfMWPGb4SG/kFSUnqtP6M60NSzrWu4PmhGoftSfmtopZRwoeZTqypDVWtudcmzbmcC4JGL2s0PQqGQt8lj3dtHyRvyDVq6mrd2V4aWrhDLHuOwHfQDAoE2L37/jrT9i8i5dpDcmBMa2/vz+Bh6NbBgaPd3CTm2j/e/m0RuQX6Vx3QY8iMgJs/KMxUEevqY/xCEdj0XshbMofj2DQDKUiqSjV5Pu0lnM1QVZhBoa/Pzz98wYcIEQKzbVhmSqhV1Qw2+vr5khWxi1vg7au1fFf7febpjxozh7bffZsyYMbWy08Jemxsp5Uz7eDD+XTqr3M/1QTMS/cUewOLFiwkLC5O+96Z3YwTDdBHoKL8pZv2RxdNVT9ESalFeXM6Y5R/T5GwGLcbFqvRsN26MZOFCsUyPs7MVHTo0pH178cvGpnbekgTxCcFSFd/aoqaerqRZZLWPPwudqp65OisxtVaDU+ITggHxk0jZ7Wty7ynrPFNWkzs81leteQqyoxT/KpQV5pJ+bBX5sa+cD21d7IcuRt+hsdL9ZaWAZOHtuxHj/mv49ekOFv62hpYNPdg7Nxh7S2vyCvMxElbkPtIiM3Fyv0Vi3FsUjr6iYEtyYyxNekr658OhXITZrB/I370ViyVrpPtJvN1Fl0OrLSHbLhpI1LlhbNq0SeXcFclUM3XRIsMI4WUvdYa7v/Z0AeLj4wkJCalxjS6IE2WnGzTkRoo4QXbuunLhQMnEr0R/XZzCSjAb8SlNhr2aNasNQmchxb3LKS9RXtoFYNrWFKM3jPjm0BRsjYzY+MVvaHewqDKUMHKkD6NHdwHg6dOX7N59mSlTtrNixTEKC0tUHqcOZL3auiDcmqK1o7fYwx86tlrClSA+IZi0tI5s25aN04OeCNe3lXvtn31K4SVc35Zt2ypKxfLyh8o1U1w6Fq5S1VeC1R2+oHRRa7UIt6ezDULdHX8p4QKUZaVSnPJYZkMJL/bOpyxPeTx1n/GXSrefjRjJ7ic/8s0nAQRP+oabj+/jM+Vj7iY8ZvKqhaRkvJTuuytuMRfsfbjXa4RSWxLvV6eeMxbzf0FUVEjmV5Mojv6DEhmFYK+n3bhukafWU5WrSwC9e/dm2rRp0omDlbHocqhG1/J1izwK20XhubnmXYP/SuWIsrIy0tLSalzqoQqLFy+mtLS0RmMeJW27Ozp8QtiztvBYLIHz59375BcWYiiUjzHFN7rJ3FI71tifY4zHFvDQofTZCSx8LNA20CYtIo3yonK0DVTPDfi8y3CctTtiaaRN72PGfPLJr0ydup2ysnL691edFJo+vS8vX+ayb5844aKrq61y2Iw6qIjXhtGpXY3N1BoS73Zg/TIWqgglSDArMVXau9+kgxXR4esIaBlNewc7SIjCyV1+/6nuyuJ0t5iLHRdyDqJlly3Xfq3OBLGOyZHsDirFPciGRdUoPfR0tqHT069we6BYkVDX0LOrj+3Ar8m/d578+xcoTn5IWe5LXoQtwu7D+Qi05WlhQERjcFhEbNByaUebBH1uiH8HI33fx9HKjqELptJt2jCKS0soLi0hZIY4LyG0mMKx6N18/HHVuYdjVuG0PxmDQF+I6FW3Wt7urZh/XZHfyMsfSlpkCFGjr1QZOvJ62o0o51O0aaN6JoOvry9pYZlEvGqxVwfXLfK4wg6Ya6aRnJEE/8rwwunTp3n8+DGjRo2qM5tJSUnUr1+f4uJi2rdvz8WLF9U+VpIok+iPBa5cQ5SMh/vD+FF0bdOSS8fC6XPjEYNmqb6XlZeWU5ZTxv3p9zFpboLL58pr/sZf/IXWIwzlRB1fvsxl+PDV3L+fzIIFg3j//bdV/p2SkjI++2wTly8/pFkzF/744xHOzlZ8/bU/Xbu+qdbnrmlyTBOoG15wfdCMe71GkOB8rsr9Ogt2ij3XzJIqa2Y1xXmdcgrdl3J9jQdCiynVKvpKZuSuLh3P8adVzxeWEq6SErC/A6VZKeTfv0j+vQvo2TdQSKyFh03jSPMGTO3Wl9ig5VIxzP2ZJegEXuOtk4a0dvQGYPOxfYxfVqGqcmjeGprneLArbnGVYTFZPHqUwjffhPLHH2JCR0sb620H0LZ3lO6j7kwGqH64uaZJNQna34jGLc5FVWLtvzFlTIKxY8dSUFDA1q11JwX+xRdfsHz5ckDcFvj8ufJuIFnIigFKkmTl5eX8fiqSjOwcth45xuH5a7nx7Ar+J85VSbaVkbQxiYxzGTSa3wh9x4q6ypjCCRS6eJHY6LjS49LTcxkxYg2xsc+YN+8DBg9ur3Q/gPz8Ir7++nd+/nkIBw9Gs2jRAV68yKF796bMnt0fZ2crpcf9HWQrgTqk29rRGzdhWZWhBJennRHGTVEpcV5bLDl1mP7zuyFc3xYn91sK71ce2dgxORIaJFBYMkRlaCGw3UA27H+B44imVZaB/Z0ozU1HW2iC4FUlgmTkJIi91RZtY6UEC+JZuQEt71Ho4sXtJw8YG/QNfz6oCAfUd3Bm/bIwOpjoqrymlUEkEtFmXQ45q4MQ5WRjOHAoJgHTpO+rW8kg2be6CWSShJq63q7kGJtkb1WTyf47pFtUVISDgwNGRkYkJCTUagyjBMnJyTRp0oSioiKKiooAyM/Px8BAdVbYLfAw4WHTSJ8+UeE91wfNGHH1O06ePMn3Q3awu9cCjddU9LyIB189wNzLHKdRTuxeWEr69IkUui+t1hvIzMzn00/XcOtWInPnvsfQoaqL1EtKytDVFYcwcnIKWb78KFu3RqGjo8X48T0YM6YL+vriH5gqss3MzWbRzrWUlZdjY2aBjZkl1maWWJtZiP9tbomZUc3CF7Kk6/qgmRwBS5KQ/gVClYT7V5OtBOd1ytFu2poWGUZSopGgMuECuFx8SUIHK7GQpBKMLuyOn8cEcmIXKX3/34InwiEsiRUnitv38pMjXBCfv5ywsaRPn0hrR29EIhHnYq6y9PdNHL0aBYBvq4+Z9tOFGpU1drzZgpxVP1N0IRLrneFomVQkg7eLBtLkWAiF1YQZJPtWJ+XjFFYiHZuqCdrn7ldQb+a/RLoHDhygf//+ADx48ICGDRvW2mZycjIGBgZ4enri5uZG8+bNCQgI4I033lC6/75LKTwLuU2LtrHSxEllyevUW9f5NXQ/jX9qjJ5NzRQkElYmkHcjjz3z52LaepNGF2V2dgEjR67lxo0E5szxZ/hw1RUUlXH37jO++24vV6/G4epqzbjxOhQVjqvSs01KS2Howmlcjr0ht91AX8i2wJ/o085HxZGaQzIcRVXdLVSQrbIRigCxQcur/BsekydptKbg6CbS/y/MWEqHIT8SHS6eE1CZcFvplZHY6Lg0y14Z/3Q4QRPIku5g95lKhSiFCWJyLXTxktt+K+4+K7b+xO4/o9m3/0saNqxZjsbraTeKrlxAlJeHsEtP6XbJoHPZ6WWqoI632yLDSDoNTROMuTeGmOEKCfX/TvXCb7/9Jv3/M2fO1IlNe3vxnNWnT5/SqlUrVqxYQePGiuUxkhbeb+714IX9WbSbtibRX1c6JMXX15fAdgOZ62DHPp1XmZFa3JbWpVpQVlLGobsnNPYCTE0N2LRpHK1auTFvXhgbNpxR+9g33nBkx44AZsy0IS2tgK9mJRN9PIr4lGcqj6lnbcexRRsZ9448CZoZmXAn4RHJ6TUbqKIMif66uAnLlBKuy9POND67j7u718kRbmzQcrlXdai8v6pjgqObyBEuiB+zRWmnaelnL0e4F3fMQMsum8RGx4lPCJY2A0gguXZSm77/nyBcWbTv5adS+XfJqcOs6Z2r8HmL63kQmJHFzt27efJEc908Wei37Yi+j3zDhNfTblj7mKtVfeD1tJvKOdQSSG6Q6tbuShAeu0qcVFMT/yrSzc3NZf/+/dJ/1xXpAsTGimfXNm3aFEChI80t8DBB/m0YkLuMmHrvYJMs/xgVERHB+aB5bPaIEM85eHUfq0kvO8DuhaW47NpJx46N2LnzIpmZVReWK4OJiZANG8bQpk19Fi06yJo16gkZxicEs317Dt/5nOThpqN81m8Ihy6dpuV4f37ctY6ikmKlx+np6rJswldsmDofA30hWlpaGAsN+XrTMhoN78XgeZOJuHKOssqDfNXEosuhJDY6TqyVi0I4obNgpxzZSh7v1SVZdSBLwMrIVhaXjoVzcccM6b9dLr6kxbhYaeJTGCffMCEpB3OLc/nXxG/VgtcEBrvPVAgryELS7t7nxiPSIjMBcfdZTPPDpE+fiLHJFHr0eKvGS5DUWCsLNUpCAerUYVfn2EjiuaMLu2tEvIn+upx3XqC2wGWtSLe8vJynT1XPL9UUBw4coGXLlgA4OTlx/vz5GpNaZdy+LQ7uv/mmYuZeMut2QO4y6baA949zPkjcrtgiw4i5DnaE9IlnZeQW8Q6S81/D5e36cDDW1hcYO7Yb+fnFbN9+vkZ2jI2FbNgwmvbtG/Lzz0dYuVJ1skJZ95i5sSlLxwdy4ZedNKvfhG83r6DthIGc/FN1dceQ7u9yZslWXG0dubLqd44v3sggH1+OXY1iwLcBNPnUl++3BhOfkqTSRmVct8hjtY+/gnfbWbCTnhsecfTnFn8Z2dYUOR5tcLn4kgKTd+U6A9PSOmL500qmduuLSexVBu/cxdAHbrid8KrG4j+HIP82PBEO4UmPKEw8AjHxCGR6pgHn451UergSuD5ohrfvRs5GjCQnbCwb9r/AeLEP3r4bxeMx/8IWdf8CIYsuh0obWKqCOt6uRIFZ0yRyVTelyqhVTPfBgwds2LCBRYvqJhmQnp6Ovr4+xsbGTJkyhfHjx+Pk5FRlwktdTJs2jSVLlpCeno6FRcWYu32XUsR1iF4TlB/4yIU1vXMryPYV0o6lkbwjmUYLG6HvoDjVqSqMv/gLvaddB8Se8oABy3j2LIPIyDkYGNQsPlxQUMz48Ru5cOEBEyf2ZNKk3lLPQN1qhPLycradOMDsjUGkZWfwnlcvFo+dhpO18jF8GTnZCPX0MHg1LSojJ5tdZ46w6WgoNx/fQyAQ0L1lB0b0fo9323dFT8VELWWx21mJqYw7s4/6Fs1p9OwCJWVllJSV8+j3vZQiolQkokwEXYyNMajlHA1lONWl6h9xf3NdpZ1V8QnBGOQcxGLmQM5GjGRcyLx/VShB8jS3pqEl444aExzdhMKMpVJJ9eoIVhkkybTKNbzjjhpzstHPdUK6VSXKopxPsW1bNh9/bFptQk2d2K5TmLiJaL0GtbstMowIt7CVVRT+a2K6V69eZdOmTRQXK38c1RSWlpbk5YkfF4yNjWnUqFGdEC6IPV0HBwdFws1dppJwPZMOKSVcqHjUqYkn/sK+YvaDQCBg3LhuZGTk8fvvij3i6sLAQI81a0bh7f0GK1ceZ+nScF686KDRXAQtLS2G9fLn5rqDjO07iH3nj9NibH+W7NlIcYliN5uFiamUcCX/Hv/uh1xasZuoZb8xyvd9Lsfe4OOF02jwSQ8C1//M3YSKTqjrFnlKY7cuTzszffUcvnO0p01GNNND99Fl6TJ6/rKc8UmJTExK4stnz3hSXPyXEG51KMxYqrKzqsmxEKLDkznVJRhv343/GOFKPNfwsGmEh01jRwd3Po/7lbZh9yksGcLwWF8KXbwY1d+GgBELsfYxrxHhqoK370YS42oeUqiMqsIHXk+74evrK9c9WNeQPCmrwqLLoWLnTQ3UytOVqPdCzQUaKyMoKIgpU6bUmU2JsFx8fDxCoZD169czO8ZcesdXBc+kQ3KTlWSJN/NCJs+2PaM8vxwdMx3sB9tj3tFcrfWsLh2PnU+R3LaysnK8vL4jIyOfsrJyHB2rF3xUhQcPVzDvB0cuXLiAb9vO3HrygKS0FJxs7Pl++CSNxAT/fHCHL4LncfX+LZo4u7Pss69Izkjjm83LSXyRrJbNvMJ89p47zqaje7l4JxqADm+2pPt7fan3/nD0DQ25eGAve5cuIv15Eo4mdvRoM5KQQc5SG+Xl5ayNimLm3jCyZfSvLLW16WhohJeRER2NjLDWqaiTPpSVRVDaC5JLS7HX0WGytQ3vVDE0vDKUebpXHpzgxNWNPMtJUSrKuW1bNr1aDpJWNQS0vIdbXNUDr3Nvnybz7BbKstPQNrXG3HsYxk0Vx0SqA8k1/dMnm1mQnUlWfiFOtpqfd2XYefqwyvOuzNMdHuvLeX3/Kr3cAweuaSRyWpUXu100kE5FYdhFHaxW7DLMoFCFFTEkVQzrhScRCASsWrWK1NRU7O3tqxS6NBvxKR53YyX//GuEKYcNG0Z5ecXsgH9a9FGZvcrCcgIdfbb2EzD0sy+VHlOZbCtj3sLlJIUkISqu+GoEegLqjahXJfFO9BnGWycNFQgXYP/+qwQG7qa0tCIBpYngI8iHEIpLSugy9ROiH8pPRNJUTBDEhLf52D6+DvmFl9mZaGtpUSZ7zjWwGZvwiAkhi7l37yYZGfkYGJvg5tmc2Kt/gEzyzlBPj7VDhzC0nXzH3bPMTL7YvYff/4zGWVcXJ11drhYUUPLqGvbQ16eTkRHaIgjJSEf2mxYKBHxvZ6828XpMniSXSHtheJUFK+fICT7KnqO0tI6Up5hKCReqJ93c26dJj1iJqLRipQIdfSx9J2pEvE+EQ4jd6Uj69In8GZZC4PGfyJcRfKzJeZfFztOHCVj+nUqb156d5Vb3it+Y542+FJi8Wy3hzp69R24eSHXXfHWkeydoKDNOLJKfMaJE7LK6ml0J6X7xYBlHjhxRW+gyIiKCuQ52ki61uiddV1dXpVpB/4Too8b2bE15sl0xpNA0/gCTuo+o0uZXXguUivTpWunSZEnFj7TgSQEGbgZM9BmG542+r/rOlU/5evvtb8jIUCzIdnS04MyZ2VU2iKiK1zYa3kuphpUmYoKyeJmdSZMRvuQVKlZZqGvzvL4/QwWhfG9rRvSJo5zb8xu3zysfs+lqacmTBcoVa4N/mM9vGZmsc3Ymv7ycK/n5nM/L43x+HnFVhLocdHQ42UC9um9Z0i3MWMrPZ6+RnKz4fUpEOSWtx7KojnQTf/1UqfChtqkNjp+uQFRehrah6puEROi0v7muNDTQeERvnioRfKzpeVfH5p/F2sQ0F2fuvX03suvDwSqvdQl8fObx7JniEJqqRE6ri+t26/Sz0nVWFrtUl3TfWv2uUr266oQuXzVL/DeEKevapkp7LxRjP289PYjzteqLt1WJ9JWklzDRZxgTfYbxiYc/gsPl7F5YyrijxkSHJ2OT7M3+2adIidRn27Zstm3LJi2tIzdjlislXBALPhYUFLNsWQRFRfKie9XNsU1KUy7Gp4mYoCysTM3JLyqokc1Fl0NxE5aR4HyOhU626Orps69Ze67OXqnymIR01fOAW3w3i1l7bHi2qpjM1aU02qJHQPgRzk4+we9rjqk8LrlUfVFOSZdZf3NdWoyLVSkS+vx5Btu2ZZPQQbGlurrqClVikWXZLxCVl/F80+cUxsu3SAf5t8HEI5AdHdxJLDzEqP42crFYVeeipuddHZuyk9Y8Jk+is3f17fuqxEzVETlVBq+n3ZQSLiiKXVaX2JPU66oSCK2J0KUsajxlzNXVVakXWVvRx7q0qdJepbmynkmHsIuyICmu+nkMlo7mSj1diXifV+8NjEtMRLesFNzciQ1ajtz9+cZKBkv+f+cuyt59H1ii9G85OFhgaKhPSkoW77//C0uXDkVPP1StiV9ONvZKL0JNxQRrY3PR5VA6e29ltU+otO5WMv1r+up5BCOWvVEmP+9iqTi/FcTtuAPrd2Kh0wCF92JHie07Oloo9aLsdVRf7h6TJ3HB3geXiy9ZLzxJZ+8xFACFowNwJQAHB+WemY2NDiaxV4lOVl4yFOQvHlyurDZX29RaqacL8HzT55TlppOyczZmHT9k/eKfeOm0g8czf+XKiB1AGShJfKk6R0JdPW4/eUBTt0YqvwNVUGWznrXdq3jucugtjucuOXWYFmr8CQcH5eeoKpHTKOdTVXq7dnZ2SglRlQhmdTAzM1NKvLWdfvivEqZUZTMwMFAudlwre/o6zB9Z0bLqmXSItxIacmpjFFb1qldMVSbSJxQICCwzwNt3I1szMjifn6d2Vv30NvFjTuVnEX09XYYPF5PE+++/zd27z+jXL4jbez9i5tvvVWv3++GTMKwk/GeoL+T74Zq1v9bEpqTJwXXoWKl3C+KqhNDH5ylPMWWw+0xajItl3Hv9MNSTL5Mz1NNjfv8KwccL9j5csPdhyanDtHb0JsygEI+XCXi8TKCzYCedBTuZlSiWHl/oZEvfKd+jJ5SvetHV0aeX93ROdQkmY3Eo6dMnSl8m/muZ+zwF26YRFI6+wscfm0qFKSVQJcq5ePgPSpUjAlre42zESFLtt/DNPUXpGVAhIqmth2HTbqAt+Vsisi78xsz3mtH9XAsCRij0+MtB2TnS0dKmuLSEtgHvM/Knr3j8XLPaemU2AbQEWlwwOymXQAsYsVCtEjFl36dAAOPG1SyJCDByZDk6lW+sAi2xCGYN0L17d4SVRrYKhUIFoUtN8Z8Qprx+/Tq5ubk1smfQ7TNcbU0RCMSx3LWT/RjaXdyV5pl0iC6it9k1V9wFZ6kG6bbzb8U8M2scdHQQII4TShI0sYWFLE0Tey76ag7qefIqBikCLLW0pDZ/sLSmXvpOnB705M4dSxo7uVFaWsoXwfMZ9MMXpGUpfwwTiUSkZLzkw659CZ70Lc62DggEApxtHWqVTAGqtSlLtrJlYLMSU/no4UsMcg4isO7KsejdJPrr4uoSQK/2bVk7dAiulpYIEMdy1w4dQqbeJyw5dZi5z1MQpZ2Wdn8Fh8zifNA86SslUp+USH2uHs0hfvtaOgt20qHfewyf96NUmFLL1oFFiwcyZ401bwwag23TCOx8iqQvCdFWBWWinJMnm9O4k6JqcUDLe6zpXXG9xsQpD3MpE5G08vscI4/OlOXKh1cev0in/cRBHLlc9dB0Zedo3dR53Fx3kI+69mXnmcM0H9ufz1f8IBeCEolEKssfK9t0srFnWE9/ktNfMGLuz9iGXGTcw3RWRm5Ra1g7iL/PyZPNMTMzQyAAc3Oxc7Rr12WysjTvzgTo3sOEdZN/qBC71NIGUTm6jZTPWFEFSbhu++i5BAYGSscI2Nvbq0yiaYJ/3cCbyrh+/TqtWrUiPj4eZ2fn6g+QgaTTTFUd7tclRfz0QTBFeWLiG71iKG3eaa6wn7fvxmr/VkF5OR/EP+HxKxLtamxMcD2nao/7PCmRk69uKJ0MjVhX6TOe6hLMqP42LNmzkTmblkm3N3R05eC8X3GzV/wbv+zdQtj5E/h36oF/px642jkq7FPXkCTJKrfvujztzPU1HnQY8iOitNO0dvSW9ui3GBfLubOfMNdB/nFtyanDBIxYyKLLoYwu7M6uuMVqr6N9Lz/sfIqUNltoKtkj2+VU2XuLTwiWztaVRWXCXRm5ReNJYvd1P+Jk4wjMLySi46lNTn4euQV55BTkk1uQh9/b3tiaKx/LWR3uxD/ku63BHLhwEn1dPca98yHTBo3E1NCY77cGM+/TL9We7Lfj4nbGr15KyYsSprTXY9G3XzD/kmG1NzAJJGKfktKyPXsu89VXu2nWzIWQkHGYmAgRiURy61GnbMxNKK4CEhUWkBuyGlFhAaZffiXdr7oGCUkirSYTx6D6RNq/mnRFIhFdu3YlMjKSW7duSecmqI25ZioJ943b+0j9MYUMmcTYzH0TcW9RET9Wh2wlWJ72gvDsbOJflRT1MTHhZ8d61R73TtxjKVELgN9d3fCQeaSRkG5yehoNh/WkrLwMfV09Lq3YzRsu9ZXaFIlEDP9xJnsixTXUrRq+ib9XTwZ06kHDeq5qfyZ1oIpsAeK3r5XOsJBk2P8sFo+ZvLhjBi3GiWsaJeTV0s+eiztm0L6XH5eOhdd4TS3GxSoddl6VKrCEYF1dAqQVIT2dbaTvH3/6Qo5MUiL1udU9n3FHjaXblCkraNqRNmv8Hbmh4H8Vrt6/xXdbVnLizwsYGxgytu9glv6+iYD+Q/lp7Ixqiffas7OM11nNudh4Pt1fQNjdUjo6a7N5fjh0UC5hpQzbtmXj6+srnVmxfft55s7dS+vWbmzYMJbffrvAqFFdpOvRhHQlKI17hLZbfamNf5p0/1UDbyojNDSUyEjx45SqTKIquAUerrLT7HO/4cw9Pg0zO1NMrMRTiqycKpI3mhAuwCRrG4a+6nbra2KKvqD6r7ZUJMJJV5dexuJZtEfc66usqLa3tMbv7c7MHjIeLS0tPl44TWn5Foi73H79Yi6e7uIOmT8f3uGbkF/oPHkI4X/UXgkZKkIJsjFbCSSTwBxGGLG6wxfoBF5jf2aJlHBBHPs7d/YTscDluFhatI2VhhBqSrjte/mR49GGoQLFR1xJzLcytm3LRri+LdfXeGCQc5D9s09xfY0HJrFXuXQsXPqShXB9W2ld6preudJXZcLVBEH+bXjinkDf1e3/csIFaNP4LQ7OW82xxRvxdG/C0t83ARC8fztfrppfZQ5FQrgxcQmYCwXsHWTAzz31uZxYRosx73DuXMWs4cpVN5XR2XsrLTKMpDe9oUM78dVX/bh27QljxqwnKCiCU6cqusFqIjCq496gRnO50yIzNZ44pg7+taRbUFDAtGkVk+I1JV0AolapfEtHT4frx26RlZKN/4w++M/wk5KvpoQrQXh2Dtba2ixycGCMVfWPf1rAqnpOtDYUJ32KRSLeEComLCSYPfQzvhoynpUTv+Z2/EMCln+vMg5nJDRk99fLsDSpqPNs3egtWjXS8GmhEiStu5XjtiD2JJvcyeRh/fGM11kt7eJbGblFLEP+ChJytUn2JiIigqGC0GolbSqjfS8/2vfyY7D7TAJGLKTFuFgG1u+kllilRKQyJVJfXMqXWYLQYgrR4ckILaZIpcJl/5akB1+4vi05YWM1Wmt1CPJvg13KSwpdvOq0FVcddPZsw/h3P0RPpyKptfbwbiau+F4p8aZFZkoJVwKBQMDUGZOJnDoVE10zRo1ayy+/iMscZ878rcpWeVeXAK5b5HHu7CfSbZ9+6sOQIR25cuUxxcWlLFsWUaNEel3gr1BP+UeFKasahZZ5/jeyZMq9srPV76uWjGncx32lw2wm+gxDJBJxcuM5TKyMebt/C3RfqSfUlHCflZQQXVjAUHMLtAUC3PSqH1yj9eru66Ir3je+uJhG+qqH57Ro4AGIp3xdir3OuiN76PBmC4UZtxK42TuxZeaP9PvmM9q90ZxT1y/RdsJ7rPz8W/p1rHowiCzinidyz7KIcaauLLJyoXL+fFZiKleP5pATto5xszaBklyPx+RJSNTeOgz5kT+LxfHPua8qkVb7+BPm6yt9tKsMyfQnX19f8vKHYufSTfyoWR8WOlkB5xTWJbu+KOdTMmGDKZw/Jmm8CFcgWdmRjfAqtOBzQUq4ZyNGSq8T2WHosnW5Uq/XawKcULGwV3gWchu//jZV7/QXobikBD0dXSYPHMGNx3e5/uguyekv2HR0L8WlJaz58nu0tcVPKGmRmfh5TFBMDHpNoLBkCIV+/qzsYMjCBQasXHmcU6fucOdOEm3b1q9S3SQvfyiB7cI4nyCO7e7ff01uDsndu88JD79B374t6+QzxycEY2SoOrwge/2lRWbihKKIAWgm7SOLWpNuaWmpYplGdTgxiwt5nxCFqfTHJIuysjJe2OZwvp4dt5JSsLc0YsKmKAYPHqzEWNXY53tfbsaCZ9IhJjYcxsMrT0iISaLvFz1qTbgAETnim0IfU81la1xfEXS8ijm2yvDTuJlce3CH6Wt/pGXDN3n7jWZK9+veqgPfD59El+btyCvMZ/SSOQye9yXDevrz07gZmBoaKz1OgkWXQ3nnHR2mjdlH1v27fF+/EQ4NGuLYoBEODRpBbDSJHk1o6bEGPJRfBxN9hhG8qAktxWNXsZg5UI6sJJ5pLBBrBbOEivN4FzqNle6D1TkSRLCwmjylhGyjnMU/tCbHQrget5hLsfL7VSZZCdr38kO7aWusrS/g9KAncWGD8Jg8iYwbPhxpLr6zHDl1WDpP9lLzBtJjO9zoi8XMgayJGMmTqCEq47rhYdNwD1Iu6fN3QE9XV5pwlSAl4yU3HsVy49FdDl46jX+nHqRFZnJ4/CViQhQrMc7HO1Ho7g+Aubk2Cxbas2rVS/aHiUd7LlhwgDZt6tOkiYNaa+rfvzVt29ZnyZIjHDjwJwC//HKU3r2boaOjWj37r0RaZCaj6Q5UTGJbFBFaI+KtNelu3LiR4cOHo1+FhyaBRHfs2apiXJvacM8kGFUiM67DA4gZHot1UT4rVlty6GAOF/bfoaPRVtxOeKlS4FSK2IlhgNj7mNhQPFfh5MZz6Ohp4zO0g9p2qkJETg72Ojo0F2o+Fc1RVxdtIKFYcZKXKujr6rHjqyV0nDSYIQumcnHFLmzMlDcUTHn/U0rLStHV0eXKqt+ZtmYxW46HEXnzD9ZPmYeXZxulx53X98d16DligGkhHxL8+VhunTvNk1sVkj1vdGqIZ+MT6Kh5KUWHJ6MTMRIPmY7UWYmpciGB6sID1UESv5XE/ySEK6mCkPVsZWclyKKln71Udr0scgolPw0iY3EoS3bMoH2vcinRykJ2myjtNBmLQ4HDeLq7vLpbyOOfJlxVsLOwolcbL3q1Ec//vfbsLLfG5zMuRLEte82IOTR8vFRu2507RZw6WVHBUVxcypdfbmXv3i+Vji51dQlg0bZQOsuEsh0dLViyZCjDh3dm4cKDXL36mLCwa1UqYKuL6pSBJeQKysc7JiJOrtXU0611THfr1q1ERUVVu9++SylMzzTAPWg3wrgp7J99CoOcg9zdvU7hZZBzkL2zThB9LR5bW2csLLSZM6cZtk0jeOhmwwjhFYLHn2LfJfXb8U51CaZ0UWtKF7Um+SsHbhy9xdv9W2JqUzNBRVnEFxdzq7AQPxNTachAE+gJBDjq6pKgxNMNaHlP6eM2gKudI5umL+TZy1Q+/XGWSsUGgUCA7quYnZmRCeumzGPnnCDyCgroFTiKrzYslVOLkMRtZSsA9A0NmfTrRtq94y9nOyk3heK0qj10b9+NUlkb2dhuXWNWYqqMdytPuAkdrBBaTJHGbiUvVYgOT6bs9jWEcVOw/GklGYtDEaWdVkq2qnBxxwyVT0+zxt/BxH+tZh/wH0BwyCw6uSYqJVyA3JmKsSRPTyFbt7kweYo1TZuKnbGHD1NYsOCAyr/j6+srF9eVoFkzF3bsmEBw8AgOHYqmuFj9Vm5lUDcRZ+1jTqK/rpRYSzVoIa8OtSLdlJQUzp8/T3h4NdnmE7OwS3lJSz97Nux/wfUrHtKLXxmiw5NJK3uHgqJi3jTvikHOQYTr20rLPD7+2JTe067jl5GqoE0kiefKQjar3NLPnts5RxEB4zvNZtxRY7x9N9ZJaMGvBqEFCVx09YivwVziXm28mD1kPCejLzJ/x2q1j+vfsTtXVoXi26YzQaEheH3xEZMPrFIplwOgo6fHqfFz6TJMfB4M3A3IvZ3L4+8f8+TnJ+TdUyyvkZ3YFh2eLBcPBfGPTdUP4fKh/RxZG8zt82fJzVA+i0FCtJ0FO+XIFsQKDsK4KezPLKmSYFWhU6kWt7rnc6pLMKK00xof376Xn9IRkU96RNF3dfu/PWmmKTbsf8HUMZ6qE9JeE+g0WflwGmNjLfr2NeWX5fUICXHis8+6c+bMHSIibirdXxzXHahUAUIgENCrlydr146qthqitghsN1BpqVhoqHpNH+qgVqR74MABRCKRStLddymF2Dc8uJD3SbWeRWU8TBbX+jVw8CQ6PJn9mSVcC8ln/2zxlPj4hGASGx1nLpPx3OwpTcpVlt0B+Vm4uXk5HDqxlzbN2tPArTEX7H3IWBxKxuLQatUCVCE8OwdnXV2aKmmVVBeuerokl5ZSWIMs7ayPxtGrdScW/rZGo5Iwe0trQueuIHjSNzxKSWT1+vV8tTadciUe86zEVNLnjGVr02O86JqF7QBbLLtb0vinxlj1siLvfh5xC+N4vPAxubdy5TLWkvhtZS/3gr2PVD5FWUlX6959iIu5zpJPP2JSO0+md23HyoDRfL5wPlN+D6VD2XYFr1YyCCglUp9rIflcv+Kh9vdRGZLEWGW1X03Q0s+emHrvSP/9RDhELQmcfxob9r8gwH5AlRVAPHKpVv4GwMlZj4Hvx3HmzBwcHc2VVjO4ugSw6HJolY/+eno6mJjU/DemLioTbk5ODuvWrZMb8Vgb1Ip0JePN7ty5IzfRyy3wsNS7zVgcWiMv49HzGIR6RtSzlG8AEFpMwSbZG4Ocgzg96Eln762sa7KOJ+4JYq/XYZE0hisLibbW6hWbKCjMZ3A/+Zm5F3fMoDBjKRmLQzWS535YVMT94iL8TExrVAsogaSCIVGJQkN10NLSYuP0hTjbODDq5694kpyo9rECgYAm/bfx7cETNGzWgj0/zefHTz7gxdOK8+nytDNf70qXasQJBAJs+9ti2toUXQtdHIY40OTnJlj3taYwvpAnPz/h8Q+P8S5pg0gkIji6CR2TI6VPHJLvV5R2mru717FtWzZRzqcUiFdHV5dxS1eh37UXAC+TEvnzeDhlv/3K1LIsMjM7S+tsUyL1peEqm2TvWpEtVMxOANWJNk0R5N+GCy0v/i11uLVBWmQmqzt8Ue1+53U0cxC0tbVo1sxF5e+ks/dWtepia1KrK0F1WmrK2pgvX75MXl4e165dq/HflUWNSTc7O5uTJysqDyRf1r5LKTxxT2DJOrGnWhPCFYlEPE6+RX27N9HSUp6tjA5PZsP+FxjkHKRFhhGJcW9x3nkB53XKOSKTRYZX2fPoJpSVl3Hm1j5c6rnTvpV8Ck+SXLm4YwZLTh0mfdHv3PFRlearQLgktGBSfWghvwov1kWvomysJrAyNWfH7CXkFRbw0fwpFBYrDkuvDNmRi7YubgRu38vAKYE8un6Nb/r14NzvO3mybQ2OE/SU/gi1DSrOjY6pDvYf2NP458bY+ttSlFzEqjEhLPP4hkyzGwp1lsHRTbh+xYMA+wHM9Sri6M8tuHo0B5ennaVDbDxeJpC0exNpUxbh/2ZFdr2wUMRvaw8Q9vMNaZ3t9SseNbrWlCGg5T258i/JtREbFy83wF0dRIcnQ9QqaS1uK72aKSX/3ZD1zpXCa4LGtdXqiEfWpi62Ki9ZHURERChNjklyVufOKXY51gQ1Jt3w8HA5bbQvf96E52ZPHgeN4rxOeZUx2+qQkvmU3MIsGth7VruvhHwl80xdH4hLp5TpFd2IiyIjN5VB73ysIMFeGV/P6s/yMyc41SVYpecrEomIyMmhvp4ejaup3gjPzubPAtWDPFz1xIkuZck0ddGm8VssGR/I9Ud3mfJr1dOoxJUJ8o0EWtra9B3/OXN+P4yVQz02fTWV/RdDeU+D3JeOsQ62/rYsuTSXATP9SNfTZc6PU2j05RQu7/uTjr03ANCibWwFkUetIsB+AE7Cd/jyqSFHf27B/tmnuBaSj02yN5sPZdCt0wzebtwTgUCLrp4DuZ90ncWh49l4/AdSMutOkVoC2TyA5Dq+dvc+Ry/WTMfujRFd/jOEqw48kw6pNTf334Qo51NVErMywi8tLeXiRbEydl2pk9eYdA0MDDhxQlz1bdZhMAtaOPFryTja9/Kr9aPdI5l4rrqIDk9GYN2V+EY3ad/LjzUjxAH+ARGNpf3xp2N+x1DfBN+uipOhZHEq9hGn7z7CztSYwoylLDl1WGm8915REXHFxdWGFq7l5xOY/BwnXdUNE/V0dNFCPHWstBYndpTf+wzt/i6bju5l8zHF6fay7buq4PrmW0T2D6bHqM7cOHGbB7MfkB2tmeifgYmQ+WFx7Fx/hoEdJ/DSQsimKTvxT3/J0B0PKSktVTp9KyYugYD3jzO1m3xJoJaWNh/7TKfzm+8ysOMEvvlwMx2a+BIdd5b5u0eyI3IJGbnKW301QeWBNQA6gde4fsWD2FsxrAs7RGGRZjfGNSPmKDx9/dvhmXSoyvd3L6xZQksdb/efQEREhNLQwu3bt6WNWWlpady7d0/u/bz8oXIvdVDjOt1+/fqxZIl4+HbWxV0ssrRgnJkRttqq9cXUwZUHJwi9IA7eh5xcQP92o2nbSPxoGZdyBzdbD5UEFx2eTEu/rojSTvPWSUNudd/C9oT3+HzJXOkP8i3XDhgIDZUeD3DpUQJHYu4CYG9WETIozFjKkeYNEFpMIX//xwSlveD5qzISgyoIN664iIlJiZSKRDhW0URyLCcHAbAnK4tTubnMtLHVSEhRAoFAwPKAOdx4dJfPV/7At5tXkJr5Eicbe0ZNGMdqH39cRVXXwfbc8IjDE6NJjszAzdqNpHVJJPySgHlncwwbGPLi4AtKXpaga6WL3UA7BW04ScWCx+RJZOgb0NVzIF02OpHm8wubS0vZcXYpR67Z8IN3MaNa6rL3bgmzTxaRkA0uptDN/Amt7/ZUWJeWljYfdPocAEsTO4Z2mU735oM5fHUTF+4e4Y8Hx/Fu2p9eLYYQm3iFA39sIDM3FRdLS+b376eguQbI6aAFtLyHp3AVMSEJ7PO9L7ffAPvG7NI15UVGJj0CpmBnacG49/rRq31bld/jpWPhGC+uekyhKsHH0rJSVoRto7GTG60bvYW9pXWVdtSxqS6sfcyZ6DEM4irKxLbHFIvPUZYIFzMBXVoP4BN2qW1TGSoLUw4frkOnzmJirolse0REBHfzhbzYvFypMGV1nWjKsHWrvDe/fn0A331f88Qq1JB03QIPU5YxnrRNFXWyKekZLN66iw87OUpJUlNceXCCHWeXUvJKqC8z7wU7zooLr1vV78JvZ5cy/b1V6Gqr9hijw5MpzAhnsPtMjt++yIKtv0ntAdxNvMba5dsYO+ljhWPzXboRunuq9N92pordWuevT2VvRgZFMnV7K1+mYaujo0CSL0tLGZeYSFZ5OQ46OuipCGkcysrim5RkJA+fL8vK+OaVPExNnhkMhQYM7dGPWeuXkJIhloR5mvqcBYsWM9zYCpxUD0H/6OFLNo+/JK34MPYwpuG8hjzf/pzMc5lknsuU7lvysoSkEHHXUWXi9fbdyIXFYs8hoOU91ujrMNjcAsvOv2Bg8gc/7V7K5+GFzDlVSG6ZDmWlYu8+Pgt2zdxLuZe70uuo8g3X3sKFUT2/JeHFfQ78sYFTN3/nQux+SktKkJyh+PR0xu7YBnYvpbOU4VV3YuAwvH03cjZiJJ6RW4ip9w5usV5QSelhzO0xvLwdJP13SnoGi7eIu8xUEW+HIT/S8eFWPJMOsbqX4uDryoKPT1OfE7D8OwDe9+5NTn4e738nDm05WtnSuvFbtG70Jq0bi2doyM7VUMemJsRbuqg1vOKW7THFjD1YSP6rHG98logdkT/i2M6S7j1qViZZWZjy2bMMgoJ0uXdvLhNqWMrtli8kYPl3lL/67OWpz8le8gOAgiJwZQS2GyitWpB4rCdP5HD5snzc+vLlfE6eyKnx54YahBf2XUphRwd3RDtLKKyUaS8qKuTAHxtqvJgDf2yQI0iAktIiDvyxgdO39vIsPY7Ssuqz+0KLKcQ3uskva+Yq2CstK1a6xsvRUXy/bKZ0lqW5oRChrq7CfuEx9ygqki8dKRSJCEqTPzkF5eVMSEqUViO4VDGLISjtBYWVQgrKbKZkvFRpozJWHVBsOy0uLGDvUtWzXT96+JLNHhFyJXYA2obaOI1xQttYMakpKhaRElpx85X1ciWQJKU8Jk+idfsHNPV5j9iRpfw20ID8EiirVHieX6z8HKlCQMt7jLj9C1+eG4TbTDfKReVUfvjNLypl9kb5Qv6Yeu8w7mE6Hiv9GfcwXZw8UlEilXl2C4jkk2hFxSWs2au64L9jcqTUniTXIItvNi+XU9gVr7OQUT/PxrRfaxb+tka6/dnLVA5ePMWinevYefowdxMeK/2bqmx+s7lqvbbKaNE2VjqzZPbJIinhSlBSVsaGDTXTM4tPCGbJknB51V6gsLCECxcuKG2SUAfKPjtFheSuX1llPFe2YkI2RLBhQwaVeyJKS6nx55ZAI9J1CzzMs5DbuFx8ybNs5fGzjFzNMprqHJuRm8qRq5sB1CJdED/aZeUrF1JU9nfcnBowddzXgHgQjZ2KRodMFTZlRQ9FIhFLXqTyTOam5KSEwJUdW9X2HacOEnJ0r0o7slAlJvjy+TOl2+O3r1VKuLIoy1WeCCp5qXhOJI/tsg0RwdFNcH3QjI5GW9HWEvDhW7qUqCgGUOc6Cmh5D53Aa3gKV0mJM67HhxSXKl+nMkFSdaFKRDIlPVPpKMpLx8LxFIoJd6LPMKV1uarOUbmonNF+7zOmzwfSbR4uDfh53Ewebz3J+qnz6dhU+fAXVTafpj4n4so58guVX7+V0drRW1p6mZClPMfw4kXNGxVUCVCmpCSrbJKoClHOp0hMVfF9ViPKKUmgVY7Jqvp8tfncoCHpPukRJb4DAo6myuOCFsY1n5ak6lhdbT2KS8V3sNIy9ZIYQosp2Foql9+xMLZRqKyws3Hg2JlDGAgNGeP9Ns4WyuOp5obKZyuYG1d8HwKBgDl29vR+VUbmqquLcxVJNFWCiZW3d2/Zgc9+mctXG5ZWO+rO1FT59H4rB0UVifjta3EYYVQl4YJYZr6q7RIvV7btV1If7TF5Ei3axuLkfkvOm7RRonwBVV9HAS3v0e1MAJ7CVRUeqgxcbZV/9sqCpMpQOZYrgbap8piqq60JfW48kpu7e+lYOH1uPJImClV1O6oS9HS2dWD5xK9p7OTO0O7vcvKnzVz7dS8B/YdiYVL1Z6hKeHTAtwE4Du7Mu3PGs3zfVu4mPJbLxgfv3y5Xapg+fSJ4TcDFTHnOwtBQi5KSmiV9bWyUX/OqtqsDVZykZWOvksQlU+2UJdH+ijWCBqS771IKS9bFSB+TZnqPxaCSqJ6ujj793h5V48X0e3sUupVsamvpUCJDtOp6ugDdGrmqvcboW1eIvn2FgX2H0MjOmu5vNlRq08+zCbra8o/Zutra+DZ15EjzBtLONtsxIwnLz8e36ZtscHahuYHqTprJ1jZULjjTfrVdFp7ujXG0siUoNISPFkxVOcR80eVQRAEzoFKHnJ7QgPemBMptU5dwAewG2iHQk/8BCvQE2A20k2v3la30iA1aLufl0qCiYmGf732Gjp+FvhIRSWXnSJZsPVb6q6wlnT/SB0N9+R9GZUFSVVCm2gvKRSQFegLmj/TB48NnTB3jifFiH251zyekTzweH1Y8UajqdKxO6HP8ux9KvVp1G29U2fxlwmw2TluAf6ceRD+8w8x1P9FyvD9vfOrH5yt+4MCFU+w5G0G7iR8QFSP+Dlo7esMjF+Z318ew0v1WAOTllTNmdCJXr2quaTZqlIWCMCVAq1YeiEQiblwP0Kg8Kz4hWCknoS/EePREpaGFiIgI6VwTZeVio0ZZoK8v/73r6wsYNap6LcWqoBZlS6aDtZUZ0DGgqTi7vPjsWp5lp2JrY4+v54gaJ9EA6bEH/thARu4LzI2sKCktpqi0QEq2mpDuxFnbaXToR5bv2E1mfiEWxjb0e3uU0jVu2vUrQn0DPuw3HAszS5VdSK1dxRI84TH3yMwvwNzQAD/PJrR2rUf7Xn600iujVX8bFv2WQH5xMcPfGkMTt9YIG90kw7orHZMj5QrvAd4xM+NBURHrZOYLWGnrMH3u12JZ8DhxLFcgEODbtjMbI0I5cOEkPWc84/dvV+BoVXGHX3Q5lF8794OT4RiP+Zz83dukmVzh6Il06FeRRPN4mUCxmoQLFcmylNAUueqFObMq4rfevhvJWCxO2Egminn7bqQwYylOLfsqxEy9e4sv9uAVX1L6sgRzY1ul50hSyjWugT/VicFIkmWzN0aS8CIbFxtT5o/0kUuiKUXUKsBL6VvGTcUqtZlnt1CWnYa2qTWbe+Sw6I04htabAFGrGPdq7tM4meM83V0IL1T+hCBJbKmqNNDR1tyjqs7mR93eoaysjD8f3uH4tfMcvRrFxqOhrA/fI7XRc+ZIRvoOZP7IyTzSKWfoZ18Cy+SqFzo0aYajVxLr16cTODMZr86GfPaZNXZ26q1ZkojavLmU588zsLMzx8RESEREDB2Th5Ofn09paSvee08xSalMsufc2U8Y3VQ8HWzeHwtJfVEmrV649qmQNCXRocB2A6WkmxaZyTnhJ3LNEd17iMMNGzZk8OJFKTY2OowaZVGrJBqoq5E214zzzguUJgMA4hvdRGDdtc46giQoKBZnE385MIXCkjyMheYM8pqEi41i44MqFGYsrbJ2uKWfPTfuXGPCV8P4yP9TJo4Qq1XUpPWzfS8/Wjt6U1hcRJMRvXGwtOXiil0KXorkRMc3uil9JE1Mz8LUQJ/vD55kYDdveph0Z9BwXwwreYEHL55m0A8V3WGOVrYcWbCOJs7uLLocymoffwCKr18lY/pn6L7VHGH3Pgh9eqD16tF0oZMtHi8TuGF/Tm3CVQVZDxdg3FFjLtiLPcqOyZFiojxqzHmdcjo9rRAHrPwYn2q/RZwxrwRJd9igWTrVd0nVEvuMv1Tp6SrDE+EQ1oyYw8pXVQ8KSTivCVzI++Rf3xTxMjuTFfu2snjXOrnt9hbWLPkskPS0Fkx0kK94udDyIgUm75KdXUbIpgwOHcpGV1fAkKHmfPCBOXp6Aq5cyadtW9XlmSAv+FlSUsacOXvYu/cKACYmWhw//i1WVvJVRJVJN8r5FE4Pekp/V+uFJ6W/AxBrp1X2dFUNy5dAOjP3suLM3KrqcY0Mt1erkVbtbckt8DBP3Bfh+uAtpe+n5qqfUdcUBnpG5BRkkPjyIT5vDaD/26MpLq2+vVUWEhXawoylCsqtEoTsXo2enj5D/EfIHVfTnvvfTh0iNTOdxWOmK30slJxQa7xpPaKiDz+3IJ/vD57E2cKdEaMGKLXdtUU79HR0KS4tQV9Xj/CF62jsJE+4AHot2mA0fBx5G4MpuXGNnBWL0H/bC2EPP97+oJymN0wZc69uCRfECTTJsPLYoOV4B8GFxaHcan6YTiHK7QyIaAwOi6j8EK6JdysLz6RDStcmKQ0DKohSBpoQLgBeE/D23Uhpl2Au+NnT0cFFvN6H6XgmHWLNf4BwAYR6ejx8loBPs7boaOugo62NjrY22to6hJ49hn+ncu785sCbHz2XHtMxOZKTJmBqqs2kL6zx62PCiuVpbNqYwbGjOUwIsGbRwjymzxDRsaORWutISkqnoKAilJiTU86cr3/i11XfVXlcfEIwwsgKj3h0YXc6iwZKtfJkCTciIkLOw1UGye9TOrg8rERu+6LL4uoKCRmr2xQhQfWebjVe7peH5jN58ru17kJThasPTxFycj7jev+Ap5tmhc0SSJJ/ytYYl3KHJWGfM+jdT/hilHy8syak+4HbdHr99il5hQXc2XBYOsdWHbzMzsTpQ29mDh7D3OGfq9zP/5sJ+HfqQcCK7+nd2ovQuStIanxCwQMQlZeTOetziq9ckG7Ta92eQ83GMcVniVprKi8tJ+N0Bro2uhg2METHpOI+XZWXGx2ejE7gtQq13OcV321lL/ebez2IKZygvFFBTe/WM+mQ1Ia6U8EkawQxId8NOaM28T7pEcWFvE9wufhSoTJB8oP+OyaJVfbEJKRS16gs1RO705Fnq+ST2uXlIk4cz2Xt2nQyM8U3Gx0dHX78yYZmzVQP95d4uyKRiKio+8ybd4LHjytK4hYvtue996ZL/y17nVf2cmWR6K9LXv5QaQmaKrJVNqhcFpKSsuqOz8sfWjee7poRc+i7WjnhPs95Qejtowx6UTfqC8pwN/EaWlraNHJsUWMbl46Fqxw+HfHnNvR09RgyQFHJtSbe7s6C37j3NI5Fo6dpRLiAdJC4fhWVDgDLJ36Ni60D9xLjWBa6mXkXerLB4KjCfgItLcxm/cDLsR9RniYu8bN+noAo/QfwqfqxTwItHS2M3jQiblEcZTll6NnrYdjAkL59upF0LxmHRrbSORayXi6IiSwW8FjpD8+VmmdARGPe2OlIcBcx4Qa0vMfVJUE4leVj2tJU2o4qWxmhTHU35tEEuTI1qH4kY0s/e7ghjnWe6tKa1fd6AKrrmEE8KSzVfguJq/vQyqcMlBDr30G25/X9GSoIZeHQsXKiFK5Dx5Io2Mm2bdl1Sr7WPuasfjYevBIhahWDZumwDHnS1dIS0Ku3CfYOOsyY/pzSUvHsglmB6SxfYU2DBlXPJxEIBLi4nuD2yjDO7rnK2j92sT/2BMuXa+PnV6xUdWLbtmxGF2YqtecUVgKEILmVVyZMydzczvlbyctXPUeidZtyDA21uG7oC/4Vv2nJDS6QgVxHfan2aj3d4PGn6G+unDx2XD/IzKM/8fmg92hiUfeKACKRiK+3f4SViR2T+/9SYzst/ewRpZ3m0rFwuRBD/It7/LR3At5N/Vk4f77SYzUl3VWnL5KWV8yDLceq1R+rjCfJiXiM7MO8T79k6gfVy3nnFxbQcJQvmeUirDeFomWuXK6nOCaajMlj+GToEH7bvhMhZViMq4dZO/XbjAviC4hbHEd5fkWpmlDXkCE+03h7nbGclwtIE4aDZukozFiQeLqSoUSe7i7EFE4gNmi5lFBPbjzH/nmH6G5sTH9TMzoaGaGjwehM2RjwmoaWePtu5FSX4CqJWJR2mvE6q8mJVSReUXkZy95rx4Abeyl0UZ5s+zsgCSNVJ2k0KzGVJ4V1rycmTIgSP7V4TeCScX+FR+vCwnK2b8vk2p8FPHxQhKSy0c7Cip+WG+LoqJxLJN6uROlDgufZqWy8FsoDk1TmzZtHXv5QhgpCiXI+9Ypwuyu1Vx0khKtOaGDf3iw6djJSmSQ0MtwutaOOp1urebonH4un7xw+faY2ZlQiJfMpmXkveMNJMcGiCSSez2D3mXI/uohr29DR0qVnC+VquoCCUmxVSHiZyeMX6Qx5612NCReg6FUzRXWergTLbxyBOYsRZWWSE/yzyv30PFvyxSQLxr03kz8Cp+Fgbc3TX59idsSA8iL1RhUauBrgNtUNLWHFJWNmoIWxgZi4ZUMDslA21GZARGO5KXAx9d6RVnRIVDzm7rpPR0NDwnNyGJ+USLdHD/kxNZX7lTuOVGD3wlKxlxy1inEh8/D48BkB7x9nXOZgpQnfVnplaDdtzcC4gTxxT+CJcIjc+z3LYugf/fs/SriAWoQL4mRp5WHcdYFCFy9idzpC1CpaZCjGaoVCLUaNtmTVqnrs3efKvHl2TBowDFs9K76dJCL8iPJcBYgJt1NRmNw2B1NbZnf9jF+bB+IUVkKnojCeFGojXN/2byFcgBs3Cjh9Klfl+5rGdGtMukWlxUQ9EcfDnqRlkFuYVVNTKnE3SWy/Sb3akS6AwLor1j7m0sSGUZMMYuIv8G6v9+j2gWedVF5E3n+MlkBA7w+qKU1SAUlhurqk6+vri17Lthi8M5DCk+EUXVSuGhHlfIpBXSLplHKWli7OXPsqkGHt23F+9xUeffeIwqfqEZlhA0Mmbx6HUN8Aa2MjsgoKWX5wKhH+27FurpjgHDRLjfIhrwmsaajooQsEAubbO2D7qkEkrayMkIx0Vr98yQs19ap2LywVT5t71c5K1CrpFLOOyfItwZJHT19fX+Y+TyE4eR9PekTxRDiEJz2iuBy9je/+vKLW3/0rockAb3UGgleHtMhMhcdyE/+1eLq7sGF/1V2DxsbatO9gRL+JUfyx6XcODFtD/5zWdCoK49zZT+QSXGlpHelUFKYywWWgq69yPZpCE8ItLxdx82YhJ0+qJl1NUSXpugUepjBjqdL3Lj+9QX6JuKWwXCTiTkLN5oxWhbuJ1xDqGeFq+0atbUWHJ3Pt2VmuW+TR31yXZcuXoaOtzbBxH9JKr4wX9meloYTMbPkWRXW83Ze5+dxMfE5LF0ceXblYowtD3ZhuZRiP/QItKxuyg+ZTnqd4caRE6suRjIlQSMffBlJvTD1KXpbw6LtHvDz1stpi9Ik+w3hPfyLD2jfjrXp2hG44wxBzcw7cjGHo5/34ZcMisnMypTcwZV5uZXgmHVLZsWWho8NPDo5yF6mdjg5m2uo/Nnv7bhSTuoR4QVza1SBB7ka7K26xlKR8fX3FIbVHLqwZMYc1DS0RXXhCyJ5jFNdA2UMV0iIzufbsLMEhs+ReVV0727Zl4/K0s1J5I4lenMvTzsRvX1vrmO6fxdr4eUzAz2MCwoQouQTh6tLxGomMntf3p2FvZ9wtnMRVAYXdcQorocmxEJocC8EprKTWZKoO1gtPauSZJiSUkJ1dTlxcMY8faVY5pQo19nRPPbpIA0sXANyc6hMTf7FOFiRBWVkpD5/doLFjc7RVqEdoiutXPHAKK2F+1g5uPIliWE9/TEyncl7fn87eW8nxaMOlA3Gs2KR+SEGCcw/iEInAp4lYXii+kViA7/aTB2rbKJaQbhXDcZRBy9gEky+/ojwtldy18rHv8ZFhClUba3rnsjJyCxadLGjwXQP06+nzfMtznq58Slme6hKncUeNubhjBo3trOnZtBF98m8yx86ebSv2075lJ3Yf3Mqgz/w4HRNKcNdMtdaurLRLFm0NDRlvZYW9jg49jI3ZnJHBsIR4kjQgP1XEK6uG0WHIj3KPq+uFJ+VCJmllpSRkPWdDxO9q/93KkCWVa8/OktDBCoF1VzoM+VHuJZGKV4bAdgOlj9jx29fi8TKB+O1rid++lieF2jwp1KZTUVitCTctMpNxmYOJqfeOODbeIIHD4y9x7Zn4aaq1ozfp05V3eqnCeX1/Ev01Sy7/07hxo2JWRV15u1WSbpB/G5VZ/+Gt32Oxr7iMY/gH4xjQfpzS/WqKJ6mxFJbk10loQRb7M0u4d/Uy2lpa9B0jH7fz6ryF7SfGkn35hMJxVXm7+UXF/BH3lMZ21jiaV/TG5+TnMSlYuXS1Mmga07W2rigFE3bqgn7XXhQc/J3iG+KypyjnU/RqOUg6/wDEtbOyDRH69vrUn1Mfq55WZF/L5uE3D8l7oFzVVzZR1mXYUtb0zsVj8iRcnerz45xVLPtuPXbW9oReWMUv3X7iwL2SKr1nT3cXtVSYx1tZM8LCkl8c6xFoY8udwkIGPonjTK76PwJv343iAS4yxBsTl0BM88PSf1f2diVPeeXl5bx8FdJY9NsacqtQAKmMtMhMNux/wWaPCJx6HGGzRwQb9r9AYN1VbRvKIBKJCGw3kBYZRuIM+qtyJonnLHkMT4vM5M9ibf4srr3jMu5hOre650tvHq0dvSlPqX6ehSzy8odyr9cI1gtPVr9zDWHtYy59VYamN6OYmxWht1Oncikv/4uVI5RJ3kjgbuGElkB8uEgkwtLErtaLkcXdpD8Bap1Eq4zn6U84c/U6rVwcuXlTXg76yJEc/kx4hqm2NhYzByrEeVUR78VHCRSXltGlSYWI5qVj4czasISnKiYfKUNNwwsSmE6cicDUjOyfv0dUVIhwfVu5sIKkmqAytHS1cBjqgMsXLpQXlRO3MI7Ug6mIZC4wiZcrgcSurDfYtnkHNi75ne/t7MnOzKT/zgK6b8kn+rly77k6L1cCHYGAYZaWCF79d6uLK0ZaWkxISuTn1FRKNOjRj50Yhqe7i5R8x4XMk36WDkN+lPtRShyO/KwC6ajI1Mx0lu9Tr6kkOGQWTj2OEGA/gHEh86RJvQD7AXQ02kpM88N0TI5Umk+Q9YpFIhFX9sWwcsV2hs2YScDX3/H8dJqUYP8s1kaYEEVO2Fhudc/HeLEPh8dfIidsLH4eE0ixs6JjdAc2e0So/Qhv7WOuVB1i3MN0nNxvsehyKIsuh3JxxwyEccqbjqpCZ++tJPrr1ll53XrhSRL9dbnXawTn9f2lr0R/Xbm/kxaZqZCsUwWRSBzPFQoFCARQUgI3b6qX/6gKVYcXZB/HlB38qoSnXKReBlwT3Eu8hoWxLbZmyqdQ1RQR0dtBIKBP+wX0dLaRPh49fFjEyhXi7jrrBl05GzESncBr1SbYSsvKiHr4BEdzUxrZVUyiin2eyobw39HRIP5YW9LVsrDEJGA6ZUlP6bU9mP2Z8o/gyupbZWHa0pSG3zfEsJEhqaGpPPnpCSWvbMh6uR2G/Mia3rly08Qk0NbWZvdiax58bszsznpcTCyj9do8Ru4v4FmOzHXyqpurJmhuYEComztdjYzZmJHOp08TSNYg3LB7Yal8uEFmCI/k8RnEM3C9fTeS/SJHus3W3JI9kRG8yKqYk6EMaZGZhPSJVzqfd5/vffYZf4lt8jD2NX8PxxFN6RjdQUrEfW48Yl23MIZfmkP/QZ1w/6gz3uuGMj18MdcN79Jia0uOB1yTEmxM88PQIEFcDy0D2fO9z/c+tsnDFK6JqqBKYkhWzijHow0C6641moGblz+U8/r+tfZ61wtP0tl7q9JYrURGR/bvqEu8eXkiZsy0oXt3cSXS9h3O2NrWbsIY1LJkTOLpPrlRu6G+lVFQlMuT1FjecGotbaONT71ba7vJGQn8+fA0bRt2x8asHteveFB2+xqi8jX88H2KdExdqcdZ6RyAbmcC5Ii3srf7Z/wzcgqL8GniLl1rXlExe66IvWjdKiR6ZCESiaSkq1fF7F1ZpKV1VMhmC3v0Qe/tTmzfvo12lsek2yVx3Oqga6mL+0x3bP1tybubx8OvH9JFJC9zI/EMVU3Piqn3Dib6AuZ1E3JvojFDPHXZdL2ERity+T6yiLxikdKKBU1grq3Nynr1mGZjw42CAt6Lf8I5JUlEVZDGeQGiVknP8aVj4dIQw3rhSTwmTyIvs4BZtrY0r/8G9pY2/Ll6H2aGVQ892RW3WGkiUdXoSFkivhtyBtvMgVzbE8+x3BxSXml0Cd2E6HwqZO0fO1kZuYWVkVsY9zCdcQ/FN4DqdM0AuVBTtfuOWAiPXBS2V75ZHoveTa+Wg9S2WxmdvbeqTbySsIGsZ6uuQKbEu4ZXA26quVEYG2vRpo0hhoZaiERQXo7KOmNNUCXprmloqbL9FyqkU+pCIVMWD57foFxUzhuv4rnJGQmcuLG71naPRe8AgYDerSruiNF/vMH8wBk8e1bxKGVspMUL+7PS7idVHm+5SMSZ+48xMxDSwrliTu2+P2+RXSjOdOqqMSlKJBKxOzJcmhlX19ONiIggPiGY7aKKR2KBQMCEjm3R0zFg1JZtlJSVKcRxq4NAS4Ctvy3uge4IdASs/HQjK0N+prSsnA5DfpSOa1Sn3dbFTItt7xlwebQRLe21+fZMEU3WQUaHIMpred0IBAJGWlqxxcUFoUDAuMRElr14obawp7fvRnGoAfFgpIs7ZigNITVs68YnFpa0avQmt588pLC4qNobY+U5H/t876sk3MooLioke003kh/ekG7zsNbi6Qc63ElO4vsmJ6SvfcZfSl8xcQlSEn7rpCHNkzuzrsk67FJeMiB3GQMiGuMpXCXnzVeHxLi3pMPMJUifPlFhP5eLL2sUZpCgs/fWakMN64UnuW6RJ+4iU+HZVoe8/KFS4h1d2F0tD93AUEyT+fl180RfK1858rG4bnF75M8cubZF5dhETXDlwQl2nlsGwN5LqykXlXHzyYUaK71eeXDi1ahI8fHudm9iZ+4sfb9cVI7fW9+QLfqB6Og/cXTUxdhEi87eW0l3ngKIkybdzgSQ4SceoJFTz5tf1syVqki0cHFE+1UrbHTCM+4my9QvFlTfRRWfksTsjUHkvZrq/8H3X7Bo9NRqNa0C2w3kPOK7vCzxGnQ5SKPk5wTs3IXttBlkFhSgO1W5iGRVMGpiRMMfGuIwM5HfwjYRZWnG5aQVROYmk5GUie2YHoz/+Et6+VQ/H+Htetqc+9SQUFF3Pgs5y6ynz9makc5MWztSSkoISntBcmkp9jo6TLa20UiUs6WBIaGubgQmP2dt+kuiC/LpZWzCxoz0am1O9BkG9dJp7+yE64NmJCD+MSbyaqDJjWipc1FWXk5ZeRmWA97G2dahSsFHncBrECL+/6rI9uzRULavXkhaShJWto6079KH20fXE5cpol09bawMBcS+KOP4J4ZYv/rxV5VrIWoVI84FcOjuQl4+f4aVgyPvTQnEtr8NqXkXmdj8MJa+K0nzb6ZWPFXsWe7m211LWLP3AKkZmZiamtK9e3c8PSvUutcLT9ITG86d/URtz/PkiRy5sYkTJuxlFIpjG619zJVO+6rKZmpqKba2ykcxiol3O05hJYwu7M76s6hc88kTOewNFfcgfDY+iXHjaq4LJ0GNwwv7bh9nxcXN0n9n5Kay4+xSrjxQzPyrC4kwZdGr+t+svDS2R/5M9ONIsvI1n2YmsSdL2E/THsitUVtLG10dfe7ffUCbNm1ZssSB+u5iT7PQfak0zHA2YiQdkyM5FnmIRau+lZPtuZWYzLV4sUDjmw62jO4sfhxvbGeNwKT6Qv5f9m0lKS2FzFzxY2RKRhoBy79j5+nDKo+59uys9BFJtmynybEQOiZHYiIUoiUQkFkgXqdERDLzQma165GFjrEOg2K+5svRs0jKyGbfpdWkJ2UiAlJePGfRqm85FlnxWBsdnqxSZ0wgEPC+9xucEFozzcaGhJIShj9NIDD5Oc9LSxEBz0tL+SYlmUNZmjXbWOjo8Gs9JyZb23CtoID5L1LVsikJM7R29Ga98CQXd8yQlvtBRaLwUFYWu05VnA+J4KOyc5QWmcm4h+nVerdnj4by66JpvEhORCQSkZaSxKFd68goFLHFX8iFUYYM9NDhxDAj6pmq91PdHlPMnqglvHyWBCIRL58lsXnODH7cr8e9N80ZHismLif3W9Kk2uKda1myZyNPkhOV2tx5+jA/b91FSnoGIpGIrKwsDh48SEyM/Oy3409fYBJ7VS3v8eSJHJYuTSM1tRSRCFJTS1m48DtOlJ9X2Lcy4arycGVtgtjm0qVpnDyRo7BvZY9XWYxXYi83V+zhpqeXqbSnCWpMuovPrqWo0kBxiYhkTaFMmFIytDw7P13jMIYqe5XXGPPkArn5OTTSKsHVdRdvNq2YvC8JM4A4LhqyebGCMGVpeTnhMeJYmb6uDreSxKGIga096d2g+kTgthOK4oZViQlee3aWS8fCiW90E5tkb66F5NOpKAxh3BRpouTrAwcVHt8ri0iqC4FAwAfvfIy5mZXCe0VFhazetkxtW2saWqKnpcVISysi3OtjKBBQ+aFNmSinOtASCBhjZYW5kuRlVTa9fTdKf9iD3WfKxXUlWKRdoHC9qzpHCR2sVN54ZLF99UKKlGiWmejBJ8310BII+LSFLvUt1P+Zzj5ZRH6x/CCa4sICtn47i71BixlyfBtbBjTivTXBhGwexMJ9S8gvKmTOpmV4jOyD15dDCAoNIT6lQvlicvD3CoKPJSUlnDypGIcNGLGQXi0HVVu/u2FDBkVF8tdnUZGIwC3L5LZZ+5ir5eFWZVOVkKQs8SpLrmlqT13UOLzwdwpTApSVl5JXmC3t9a+NvcrbL98/ilDXkDZN53M+aB4tZEqOK4cZ4jOUZ60lnq9IJCImKZl65qZYGYsneaVFZlb5KJdboLxHXpnIYFpkJpfiwqVzgrudCeBsxEjifDfSafIkOr1KlCSkK1+nMhFJddAxOZKMTOXijKlpFevsdiYAVI+ykIOljg4FKm6kqsQ61UFGmfIStapsSkIK64Un6flqGP118mjpZ08MkP4sU+lxlc9RWmQm4zwm8L0a8du0lCTlNmX0M9WV6ZFAlYhkYV4uh36Vv0HsA1i3WW7btfu3uHb/Fl9tWErbJp542uiTma+8TCpLyZPDosuhjC7sLr7xVPEUrkrcMSVF3ilQ18utymZVQpKyoQaJeoQk1FBTe55JhsSwUOU+NfZ0/05hSgmy8pX/6DW1J7s9My+N2MRrtGzgg56uEKHFFIU7XqH7UjxfjQC0dDRXalMiWPk8K4eXufl4OlUkmWQfVyujtKwUVT8rZSKDu+IWK032VC4HUyV2qUpcUhUktbRreudiUc9c6T621urNr3Ur3IFt8jA8VvpL16uuKKcmqI1NX19fjj99IR0WI6lNVnXeK5+jhA5WfN9EvRCbtV09pdtVCUGqA1XHOptC2nRjEn8LINy9Pvvd3LmycjhnRxgyfVC7ijUZWuD/Zg9mjRjKu61nMe1FLnaW5ir/3qZNm4iJiaH01Q3twYMHLC3ex8UdM7i+RvWM7arEHU8/vixeSyUvt7rEWU2FJPPyh0qrJ2STa/+4MGVlzPQei76e/A/4rxCmFAgE6Grr09ChGVl5msV1ldmrvMYrD04gEpXTrnEv6bY/i7UVHo+07LLx9t1I/2m+6BlU+tza2vh5imN/MYliz+etehU/RmUS3RLciX+EMt9EIlB4J/4hD5PiAXFYoTLhSsq2Kpfx+P70vkoRyZoisMwAYSXPS19fyPiPv5T+u7ohN5PDruJ2wouFq9/E48Nn+P70voJNoUCgIMqpCSZb29TKprLH2f7TfBUESWVFJKGidVZdDB0/S0Hw0VAX5neveu5sVVAmImmoCwt7CLEy1KLe3a34Dkuj3/CXtHmxDy8XbbSSogn6rDtfh08m0smWBWWJuH7bHNv54hjvolEz0K1UraGjo0OjRo1ITU1l7969BAUFcfLkSRISEli7di23jWzpc+MRd3fLSwBJoEz0UYLPD35PfOYzpQq9VaE2QpKyZWsS4v2rhClrTLoDmvZk5rAhWBjbAgIsjG0Z4j2l1sKUQ7ynyNk01DfFze4NPn/nZxyt6ldrozp7smsUiURcvn8Ma1MHGthXZGKjw5NfDUCuQF7+UEz819LOvxVDFwzEsp45AsTS7V9NWiAVrLyVlIyNiRF2pvKjHVV1At1PfMKS8YHo6epi8ErFtZ61HcGTvuXDrn2p7+BM39nj+Gr+Us6FK9ZhtvSzVyDc2KDlXLG4Rb0R9aSera6VLvVG1NOoekEW3r4bmT73a9aPGI6djQMCgQA7GwcCJ3wnV72gSulBWULJrXAHp5I/Zv3Md6Tfp4OODt/b2WtUvVAZ75iZ8b2dPQ46OnVms51/K76atABnW/Fnd7Z1kJ4jCeIb3VRryI8EQaJZrH1XiKuZAAHgaiZg7btChnpq0BzjNYHg5H0kFh4isfAQyTrdGfzjh2rbFAgELOoh5EvbK3x/aQODv9JVeGr6sGtf3n33XcxefX9mZmb069ePIUOGMGXKFPr374+FhQVRUVFERUWRl5fH5s2bOeTej4D3j3N39zqMDLfLvfr1O8CsWd9iZyd2AvT19dF59SSSVZjDhOPf0qVLF+ka1CkP697DhClTrLG11UEgAFtbHaZMsVa72qAy8erpTaiVPVWocoj5mic/ifqubq/0PZFIxOP617kVrVw7rS6QW5hF4Ob36Oo5kIEdq+6OqwniU+/y074A+rYZjl9r+ZbUln72HIverVBKcn2NB8aLK7qzShe1ltarHlgTwOLwM3R7owF9mslPRpOIVlaGSCRCIBDQZIQvTZzdOPDDaoV9ft6zka83LcPJwYUpY+fQrmUn8bFppwHoVCp/71S3EUIdyCo2eEwWe3WqJHE6JkfKyfLIwq1wR5V/J8i/Dd/c66G09fTvgIn/WqXDWM4HzZOe73FHjaucp/tnsTYpdorJRmWosuxLTVxoeREtu2y5GRwgnkv75VNDjW4AcpAZt+ntuxH3oN1qeZ3R0dEcOCCfFH6vz0fsbHWIh3vq4R60u8oZvwcOHMDljpC1Mae4nXCZAV7d+GLBHAQCQY1qcmsK2RGTkm43TfDlU0NihsfU/RDz5zmpRP55vaaHq4WktEcAOFs3+kvsX74v7th6Wya0IEF0eDImsVcVwgydJs+RU62VbZzIsWkFwFtO6sU4oSJRYmNuyYtM5cmv98x6IdTVIfF5AlO+G8vXP03lRbo4kVk5dKFpI0RNoKqrqbK0vATqNAVMDrtKTuwiPD58Vu2+fxdaZBjJhXPW9M6tsrGg8oxeVagrwrVtGqFAuIBGk7+UImqVtMtNXRQVFfH06VNcXFywsLCQeq17j/yG+Z4yrN9NpG3qEMpuX1M55/ebzh9RZu/Fn59EkzFDF2PdtiQk1PDGUQvI3hhGF3av/fdZCTUm3ZvJ9wmLjKrLtSjgaZp4LKKzTd2TbklZMVcfnqKRY3OsTJSTpNBiCk5hJXJfel7+ULkyMkA6V/TMpRPYWtnjbKH4GHvpWHiVw0ZszCxIVUG64c+CGfhOhSd+6nwEX34zisQU+SoMVQNt/i6omu2gicruPt/7eEyeJPWq/0lIBrqULmotPd+dSrWUnsdrz87KzSRQhbokXGXYti2bayHqT0FTiVfDec5GjFRrSI6+vj79+vXj008/ZdKkSXz11VfMnDmTgIAAFg1dwb2X5cTEJdDp6VcM3rmL80HzcAorISIighYZRlwLyadt6hAC7MXKEkfffcD6gXa4urrW/rNoCNlSMhBrrVWuh68Naky6t1LuE33vAckZ8XWyEGV4+vIhujr62Jk5V7+zhrgVf4n8ohzaNe5d5X4JHawUZEk6e2/FPaiiLflsxEhO7Ynhzv2b+HToQcehP2kk8wNgY2ZJWlaGQi1yWmQmHYb8yKB3h0mFLrW1tJkybg5OdjbSdtO/m3CVtUUr846qCyvIIsi/Dc9CbjP3eQqFLl5kLA4lY3Eop7oE/yMkLEmotfSzlyYs1/TOZX9mxcDttMhMgkNmYfnTSkA1qVaWKFIblYZOBSfvU0q4aWkdSb3ty+Cdu9AJvMZEn2HSFufaYNzDdHH5l4YQCAQIhUKsra0Z06Ytn/lU5GM8PnzGVI9zOPU4wlyvIoS6OwiwHyANh1R+Mvo7QwuyfzPRX5dL+tGA2ONtkWFUJ8RbY9KNSRY/YkbdOVjrRahCYtoD6lnWR6uOhpjL4vK9o+jpCGlZXzHOKguJ4kTlL/u8vj9vnaxQ1C08Lh6I7dO+IpEoGUotgarSsbTITKzNLCguLSE7X95bkgy0tra0wa9rf/p2H4CFuRWzFk5i3+5d0v0GzdKhvKSc5zufk7g+kbTwNHJu5FCcViw3orGmqOzFVg4xKOtEU3fWAICJRyA3In7lh8GWrPbxJ7HRcS7umMHFHTMozFjKBXsfMhaH/q3kGxERIT1/Lf3spWElncBr5ISNJW7yIHLCxmK82Kfi+/GaoECuGpGt1wTwmoCnu4v4lXRISp7ByfvoPe26wiHC9W0xG/EpMc0Py52nOiHeqFVYzKzdQPRFl0NZY75L8Y2oVRWvV5C7ZhokKNVh+7uQmzeEz9cuxKCdOAmZFplZJ15vjV2jWyniL+fy/WP0e3s0errCao7QDEUlBaRmJuL15rt1ahfE3W13nv5B20Y90Nc1qHZ/gXVXnMJekui/Xe6uW+i+lLdOTuFW93x+b2CMTUEezTxaKRwvS7zBITOkc1ol8diAEQuxSRMnLtKyMjAzEmdHK5eIDRkwEl0dXQa9+wnjpg9ifdQdbna5yJreehApnotrN8COp6uekryrwhPV0tdC31Efy66WWHjXvNwlNmi5HOlFhydXOfRG3bDCkx5RPHT7FC+Xir57r6fdCJvckfNB4iHw0lm+Q34kuksTjaRiaoqezuISs+ycTExNzGnpZ4/FqyFIqkIpnkmHiKFmYQRPdxdQMSnM092FZd5jAPnPnRKpz63xl2C88vVIZkuo6pCTKDFLkqOS5KwEAuuujHMfTHhs91qNYGylVya+oajRqSfBPuMveRw0Sq5Z6e9ERkYZycnJzDneBzvbz6XKIqMLu0NYCeuFn+Dr6/v3CFMm56SRmid+lCwozuPao9PVHKE5El8+QoQIZ+uGdW77ysOTlFeqza0K0eHJxDe6qRDfBTHxOp/ryP3Lj2nc5020q5mf22HIjwisu0qVAwJGiDtXbMzEZCgb162cJHN2dMXe1pGGbk348es15BZm0W3u9yw7XBFf1tLXwuVzF8zaV8SVy4vKKcsvw6SVZqUuojIR5RINbSWQ9XYrk6AmXu75eCe8nooJVyQSURBxgIJjh3jn4QsmDF8gt6/E85WEHf4qOIWVSM/RgoWLubBfnNQ91SW4xnOAq0Q1s6tXl46XypRLIFzfllvdq4/fKh2j6TWBCy0vEh67isS4t+hvrovLxZe4Pmgm93K5+JLdC0trFGKQxaLLoQrTytSB8WKfOk9kqYvnz8WVNHt2Z9Gu/WYS/XXlbjwSnTdNPd8aka7EywXQ1zXg3F8QYkhMewiAUx1XLohEIi7fO4qlsR0NHZurfZzkByj5kmVx/u4RROUiWvq+pZGqsIRwAazNKjxdUN4IIYvWzdqz7dNhPCouJmF5AuXFFeQo0BHgNNYJy+4VP7bilGLuz7hPalhqlTposhCVitg+K5Qpzb/lK6+F9NLKwmfJUvqvWs3wkM3s+OOK3OeN3emIp7sL+3zva+Tl2vlUzMcQCATod+pC/u/bePlJP1yGexFy/ipn7j7iSVo6Ja9afOuafOMb3SQiIoKIiAicwkrkSMZC5wkX94rPuWx8ty5R1SzciT7DKHSXF4gVrm/L4fGX1LdfKcxwIe8TXC6q12x0qktwrUMMoHooelWwTR6G2YhPazQkvbZ4/kxcq//yZRkREbnk5Q+VzuStDfnWiHSLSovZ/ZG4POjtRj0Z6jONktLiao7SDE/THqClpY2DpVud2k18+ZBn6XG0a9xLOoRdHUi8XaiYSiT5gk+eXIapoTFNOqjnlV/cMUPhgrd5RbovssTbq+pik6znw7ZtsP/Qnvz7+SSuTZSL3Qq0BDh87IBNfxuEzkJcv3RF316f1LBU7k27R0poCqW5VdfEaulr8cniD/jgm3fJTc8lMfY5Zx885MDNmxyPvUu3Jo2l3u6R5g2kyUVNqhVkvVzp3zUxxeLHVWi7upOWlsOtpBQO3bzLqtOXOHc/Ti7ZWJl8axrzFVh3ZXRhdzlxSklIQ0dbi71ZWVwPED8ZtfSzZ9xRY6V21JUgkkMVXm5MvXfou7o9ri4BZGTkkZNTgHB9W3LCxmr0Jyb6DJPGi3FYpDbhgviJRpMkra+vr/Qli8HuM6v16JXhbsgZ5noVYZBz8G8lX4mnC7BrZyalpeLrTpZ8ZWeqSMhXVYOQBDUi3b5vdKGDSwvMjY3Jzk+nnlV9dHVqJjGjColpD3GwcENXu27tXr53FFBem6sJJEF1z4xtXL1aRHuvjnTvv6XaWOPFHTMIGLFQYQCO9avwQlpWRrVeLoh/CLFBy7H2tcaqtxXZV7N5vv25HCEJBALsBthh94EdJi1MqP91fVynuSJ0EvLi4AvuT71P8u5kSrOVk6+EQDoMbEPg/kk4NKpoIX6elUXDb+YyPGQzO9cdIatJK649O6v23AGAJ8Ihcl6uLLTMLbH4eQ3a9SoqVwz0dDE1ECptm1aWcFOXgD0mT1IgIQnhRocn8yTLHIBZRVmc2yu+yVyw91FJvFVCJklWHWLqvcPT435caLWbadN2MGPGbzR59g45YWOrlV6qjJWRW8RJuaRDnNfRbBi3p3AVMXEJcjckZejsvZXVPv74Fwilr48/NpWS73rhSbXULZRhn/GXdIzuQKh7KE2OhdTIhqZ49qyiKzUlpZSTJ+ST3BIZIE213mpVY2RlZlqjObfVoaSsmGcZcbzdqGed2i0tK+Hqw1M0sPfExsyRsrJSBAKB2tURl46F4+peoaQR3+gmv/68gbKyMrwbOJMxIYjo8GQKZQQcOwz5kYs7xMkz1wfNaDVC+fQh2ZjupWPhdBiiXC324o4ZCC2m0LHlq4qCyC3YD7anJKOE9JPp6FrqYtNXfsaASTNxLFcgEGDylgnGTY3Ju5vHi/0vSDuSxssTL7Hsaom1nzW65soH4jg2siMw7HNOd/iJsOwsVn30IeG3b7P9jyuUlV/G9JwpJR3as+WiNrrW6pX4xe50pKuP4tBqCbStbLD4eQ3pX4zEsjwPXfTY+ccNoh48oV+LN6lvoxirlJDlRV4lMBf7EB2eLPXIlTVwLDl1mMHuFZ2V8Y1uIswUl+J1OxPARWsT/nwM2Wm57E6bi9GRpbTq4/CKeCMV6nM93V3ku8G8JuCZdEh6E5vYUPxfT7aI94taBTIkHFPvHd58uJ/5PxaxNeFD7v34HBMTIddWHiB+6ocaEW7lRpmJPsNwXa1aDUYWu+IWizXYQhKk3wtPle/78cemnBOdU5itdU70IViJCfnc2U/EHYdqTqGrjH2+9/ke8KMHAzUYll5TlJSI6NvXhMOHc/juOztMzZTzhJh8wch/u1rVFjVuAwZ47+BYHiVk8P1Q9Wsx1cHTF/dZvPczPuj0OT5v+deZ3RtxUaw79i1DfKbS8Y0+RN05SDO3TpgaqqfX1dLPXuoRxTe6yaVj4RxJLOXcldMcCjmLsZGJHMFa+5hXO9ZRFtbvtaNj86bMnbW5yv0kJOIprMgEl5eUE78knry7edQbUw+LTupVKeTdyyP1QCp5t/MQ6Aiw8LHApq8Nupa6TPQZJpUskoVw7i3ednPFw8GB1Owcdl69yk/Hj5GYIR71p2ffCKO3umHk4Y22oep5Bzs6uPOeafVhqdKkBPI2/crhD3qz9Nc1nLjzkKLSUjyd7HmnmYd0hGZ1qPz0IKm+qOzl7s8skXti+er5M8KyK+Yt/uTgSMdfj0v/bTFzoMJ3JEt2VYUcVkZukT6OeiYd4oJFT97ZfZFroTekSiIAG6bOp8OhrbUiXAlWl45XKcMlIdpxDxUrHs47L+D4U8Vxqb6+vsRaVe25z0pMZXxkGHMd7FS2ioP6CdhU+y0Mj/XlvL6/WvvXBEVF5cTFFTMx4BlffGnNu++qJzffvXwQ9FhYszbg6tpJrcxMazRcvDpIOtGc6rhy4fL9Y+jq6NOyvg/FJYUcubaVnAL1BxLLxnUBSkrLuPjnWWws7Uh71ZZb+YetyWOHlb45T548Ufm+xIuThBZkoaUrrlrQd9InaWMSubfUE2k0amKE+3R36s+pj9GbRqSfTOf+jPskhSTRoPtqpY/owzu0x8PBAQBbUxMmdevK04ULifnMCNN2AynLfUnGiTUkBg8jde888u9dQFSqOMdXVtK9KujUc+H3qXcROvTiq+9DCV1/Cn/fwdx+lsqPEZEcvBFLQXH1c4Ildb+y9b+VS6TiG91UqEHWEQiwfdXW6j/dl2dL35VLICr7jib6DJO+qsJEn2GsaWjJmoaWTPQZxo5mDoxoNRWRVkWy06+xN+0PbqkTwgWw/GmlQs14fKObOLnfYuoYT6lcfGVIksk1ha+vr5yqdG1gmzwMoe6OKsdH1hb6+lq4uIjDmwnx6uesqguhVEm6MXEJVc6CtTIzo7S8hPyi2slXVMbTtIcIEOBkpXm2UxVyCjK5lXDp/9q77rAozu57ll1g6b1KtRFURCwRFMGGQmwgiRqxECsRY1QsGI2fJiGCxpJEDNYQBX9qRLEjigZF1M+CBg22SFXpvSywML8/xlm2zGxjNfqF8zz7KLM7d9/dnTlz5773PQd9HDyhpaGDyw+Oobq+DNUKkC4gOsHF+mAMGngNKKsoweO//6J9jSIg2A0gtKRn3dTJTncCsnXYcFjqAI4BB3nb89CQK+lKwATtrtpwWOqALuu6QNdFFxV/VMDv+XPM3n8AJbnylZB6TfwCRkM/Q6fPf4X5pG+h4+wFXk4GShK/R0H0dJQl70Dji0eCi7S4eSMT4olAGDWfwaDCVBitDETnDfNw3N8b4YG70M26L1IfP0dU0k3cetkVAyZ/LzugEMQzPpbpMIkL2mAdHfxu7wCOBhsvnhTCyb2LSCacbumtsjaywr+L8e2qINTXN0FPSwdGBiYYfnAorp6XXzJVVrI0aRUHDjpZGG4yG6fmpcPPeQEG539FZqAK9NEqgg02pP52X40W7Axew/g6Rfqbj+suRpjzVYGKGQC0qmAhkDC0tdVgZsZGXp5y4v90kFpecAg/Q3yR/Qs560iDOalhOH+DNKc00jVXmTFl3B+b0NLKV0lMcWNKnz5TMMJ1Etb933TwmuowY1g4Puwuf+3Yzc8S509vxM5jJ1FU3kbYk8ZNx5ezydsmqsRApyrGhN07fsey5I1oamqEhZkVo+EjJaoiXFoQB+8FD88jngME2YHAr+RD3UQxY8qGvAYYXNdGxrlMqAHoH9AXfqHDkZtZgEvfJiOvvBx2xsaImDAeQQNJT7ido2uxIaaHSJzWxnrUP0lH7YNLaMwjL+Ac407Q7Tkcy7+3wdKaT7EjKxLLoy6jtaQQamaW0J2zEMdG7IWOdrygfWtQYSptPZYgCFytq8M6rSYUPiuGprUmflIzg47PSISdPo+iklcw1NaCn4uTQH6TAlUGEoZ4aUEYPmpVePnoFQgCMO5kiC8mrRL8RoMKJWu78uBm4l2c+CEJ5S8roWukg8Z6MqOasfETZN/LQ/eBXdBnVE+5421P3Y/K9EoUJRShuayZ8Xe//DAHPXfUobaJgLOpGnqas9HLTA09zdXQ04wNOwNWm2uF5wLY/h6H5qN1jMaUMd7+AmJlgnNZHpKSkjCHNwJnQm5AN2wtVqc0Iq+KgJ0BCxEjNGXKWtKVHwKSumNn8BqMiXHH3Psf4c6dBpSWtsDMjN6YUhGkXKzBDz+UormZYDS6FIcslTGlSff4wwtYeu578IWsUdQ5mu3S1L319CLiUzeD39KWyrcnJmVMKeyTxmFroLt1H/yV/18AgL/7fIx0naRQzENpP6BR7HbWrpMj/i+67bbi+sEVmOy4Uq7ywqHLZzBvyxpBDypAioMLa9VSE2hUaUFWC09RQhFKTonW31gaLIU1dXkveDC6qYvbp+6DAAE1NRZaW9qOGW0NDewKmoqggR8ia+tPeBT7B2PLGL+qGHV//YHaByngl5NWNQ42nVHwKlfiOIowNcb+SBNkdhqLnV2NZWaSzQSB3ysrsbW5BnUV9QALEG5zUGez8XF/FwHx0h3Th7Oj8NH9v2njn66qwqqyYrQ0t41TW0MDy0O/FfxGdLVdabiZeBfxXyWgqUHoWGIB48NG46PQEagqqYGBmWKE8d2Gn/Ai9gWIJuEPD5iPMYemtSaaSpvQ/cFAlJRfR35FFeoaRW+b1TmacO8+Gou+DIW1hQ2uH1yBan1TbIo9hAah80iLo4ko3xUo60feLA/xOoA826uM41pVUIxELR6SkpIQPjAQCb9vwby4WNQLfXRtdSiuJyyE+EZvzIg6LeINqKnJUloDlzKmFPZJkydeu6UdmW4Bo67sEjlRANUYUwoTbntj0htTNgkIFwBq6hUrL5z8714JwgWA/Jc5Iqu3PKZuFOgmyMKS6G9ECBeQNHwUrhXLc2LTuf4qY0zJ7cRFw0Q+Tjs4QIOrLkK4AFDf1ITVJySNNenAMTCHgcckWM+JQdSesxjSYzzyXmTTHkfRrXUy+x2Foc5iYaqREVJMOkGHxYJ4X1lzSwvOZT6G+yg/xjs3aeWOSHaDCOEC5GcX/o0UXTSRtPyoKOECAAHc2XUPXr77FCJcfmQ/8CP7oSihSJRwAaAZKE4sRv6OfBQdKUJa1imU8pqgp9vW8mZmZIj5E8fjxA/f4OC4ZRhra4W+Gi0IDd6AX08mixAuADTwG7H20g/Qy7oN/VtNMH22Fc5leRjCOoRVBaL+icKES2H1iZMihAsA9c3A6jSNtn5iWQ8xrP7ltIQZa3uMJP8RY8qcyDGIDrlE+9zbNKZUNqas/VhgobpBMd1QppgEQSD/ZQ7sbdrUlDymbhRoLdg/7Q0TLwMRo8HS1Eoczo5CVQO98Z+w4SPQtuxWHr1cJgNKZY0pP1q5HM0h9I3tTCaYTGCxWFiRPwXjWqzRg+FOK6+krVtAkXqpPpuNeoaYVfUNjLP2ud3+RChfDVl/0Mctf0FvCV8kZEwprM0gDV6++1ARlYDCFnryf1FdBFjJ131CxSIGXMaN5HPgS/l953kPxPBRvjA3NoSGujqifjuIp/kFmOQzDMP79QWHQ98SRWeQCpBmrH88fo6q+r+w4vMojHDugvCFC3A7pwZ7uImC/tyQ1CSI66IxHTO5xdXy9/I62olcmPPWR9K+rKSEeQWmvV0ocvPoL5bKGFPKA5mZLlN9620aUyobk2k/bU0yg/hs5BpYGiqmwsQUk8NRxyOhyTQKlNZCnocJFkfNxbfRXyI6dhWiY1chz8MEHlM3Mho7UtuvH1whmEBjEgoXB5MBpaLGlEBby5OdMf0kH7X90tBorH0sfxnIebs/7M3p23DszMjttLoBMsBkQGmtz+wPd++WM+N3e9a1Cywt6fe1EiMqebLdiqgEJGccgb4+/We3MDaS627Gy3cfzrp2EXRguI/yg4E2vYCThbERZkyfDhsLM2i89jv7ZORQ7F69HKMGDmAkXIDeIBUgKzin72fh6tNstLS2IvnhU0xZsQbf/3cF9LJuo0+FDmwSm6GXdRt6WbcRPpBcShx5M4HxWLIwlK/9jwK14MPlxWnYMRxLHGMOrBdoQKvmlKDbwd4uVKBlIfx/YfxjxpRMtcO3ZUzZnphM8WxNu4EFFnrYfojRfRVTCBr/4WwJg0IA+GrhN3D5oI/UfV1Hh+JQZgF6+68VKReETFsMTU1RlTZhw0ePqRsFWa68NUOLQAuVGVNSmWbEhPHQ1hCtt2lraCBiwnjB35k82cs8c7hTBbeHEbO8oa0peoxpa3IQMavNIkdR0BlTampysdKLfuksXZsYhbOuXTB4yRqEhISAyxX9jTS01OG76WOR9jE6zzphePnuE/QFjxgxQsLwUVuTi80TJjB/OCFURCUIFOsoLJo6SeK81NRQx/yJ4yGOzp2s5bJ4/2bmImiLHZ9aHE1M/tAVIUMHQp3dRiPFNXX45fINHLn1J/4oqyEnzKK8oRvljewlkwTkGzFhvMTvzmIBdY3NOKnmicxOYwUPedHiry9xzGurA796s+E85SUGZXggbK6LyFLi3Lxo5OZFo7R0kIhugr1d6BszppRJ2d84XUQu/6jEbVlATx+UWubh50PnUFFbAiNds3Z3GlD7Hr76I3jNpHrSFM8vlY5J7Ud2L7SN8Y8Hx2FhaAuuhmJXVSpmU905XMl6hZfVReCoa0BfVx+jh0oe1OKwNLPG87ynWPtDGKJWR4PDJr9+aiImJm4biksLYW5qKeheuH5whcKC6AAEk2WyZrFl4cgGvqAPlepS+OL3s6isLZboXgh1e4zNl85g65K9jJNpW/37A7VtxBw0gpyZX70vFXkl1bAz00fELG/B9p2ja+G1VaEhCwwot5aWoJDPhyWHg3kL1qNvTx3gqeTr791yhjHNHV1FVAJqMkg9idGjSbH7mJgYFBUVQV9fH6u1tKHv3xfzzz9GOtqywUtDo8HBHYl4Xr77UL58IQ7nk2Ip1Ox/SkoKqqqq0EnfAl9qq6F2bQ+JfeljSR6/o9wHAAB2HjuJ4vIKmBsbYf7E8YLtyoAy31z7208oKCmEjZklvpm5CN2c9LDx52h0tzADW40Ftpoa1FgscNTUYO00COeX+KPzlS+hoUVeqK8kzYIugLv32eQxY1Em8bsPcLLC44JyOFoZCt5fGvEKlyLojvldc33JY4lqhUvbgXVWkSjYQ65A5HYj6/jXkkkJUfdR5N9F2cDaISnQ1DyGHTu+Q0kJH1ZWRggL84NrH/mFhuggtXsBAOEQfgYHPRxpBTJyu/2Je7dU25zc2tqCtQeDUFlH1k6XT9wBezMnlcXntzRj2a/j0LfzUMwYzrwyRhp4FVsw2XElcrv9ian/2QxjQxNER0hfRUa+Nx/DP+mLltYWBH40FUvnrZa5j3DXAiC9VUzVWOg9gzbTLMjuJWjjEke6pTeMVgbCz/8H2pg5IxW3eFJGElAcFVGksSJRelkkgTicHYWw4WMkSgtUhsuEpKQkTD50WHDn4XJ/jMjzma5nJPbhR/ZDiSW9x1r4wEBw89LkbjvjR/ZDnwFZcr1WUVCrKSncM6qDqWk6cvOicfXKdEGZoDS1UrAyUxweUzcydnMITE67vDn/M/G68ELvGYLVf1kLE3HWtYvEXYI4biSfE0yu9hmQhQv5JRjidUBQimCqBbe7eyEncgztAfSm8PhFhoBwASC78KFK47+qyAG/pRl2Zu33qgKA4uJ8mBjJV3PmsDkwNSFr4QlnD+LoGdkycMKlBXnruaoAE+FGZzihwF8dahbViM6QvBhmnCtE+fKFZAlBDHTb5IGi4i50oFa/UfV16sE1Wqow4dJB/AJEV2LgVWyR2AaQhLv3RIlCfb5MsVSNa5qkgI1n/nAEsRIErh6RNxNg6m0I+6e9acnr+sEVOOvahfYYehvuH8KliSMb+HC5PwbBZ+2xeXcmypcvlEm4AFkj51VsgZufJYw3bcfkQ4fx6MhucPcMQGnpIKXHJpfKmHnhDNr2J/unvaU6ByiDzNx09LAlb1etjByQXSQ5OdUe5JWQzdV2Ksiezf/qDl4zH8aG8gs8W5pZC/7/495IXL/D3NsoPIEGqIZ85AVTLVU4u5o9QfJiE+r2mFyfbxUpINkc7lToOYcrJesHyNetoQo4L1kkN+FS2R6FnaNrZS4NFt8/fGAgfGzNwM1LAydcshzBBC/ffXKRRnsReTMBQSxJ63XP/OGI8fbHNU1/mHobop+1FyY7rpQYU2jwBqx7VYQxMe6oXZmK+ed1wY/sp7DKWXuQ2WksnJcsAlF6Ge6j/BT+3txH+YEovYyzrl3gvGQRZk8ww+NRwTA1TYe9XSh0tONx9cp0hSQn5SLdAHcLhM11kbokWFUI9FiAwc7krVqARwj8+imhTyoFeSWPocZSU8kS45LX7hkmRqZy72NpZg32a1WzWZMXQF+PWRBGHG+LfJj0AtItvXEhv0TQb3nPqA6bL0neBfn6+qIguxeiC49jeaUWoguPt2s8mZ3GtuuC47xkkcyTzXnJIhRk90Kf+fLdspemVkqMSbjTh+4u4KP7f8Os0AvrrCyQvWQSspdMwoMR9QqvZHtbPnHTpkkXeAliJYhkvcLk6z7KD5E3ScLew01BjXN/rHtVhBLLKwqt1FQF6H4LReE+yg+bL53BNU1/kU4HU9N0wfckL/HKrafrcNFTUL8VrgOLC4a0F2w2B3WNZI+mjqYeLI3a72gqjNySx7AyclCJpxtFuhWP6HuZ6eBg2wXb1u+BFlcb9/66g57d6ftGhcVtgLdXWmAqKwAQqetTxFvj3J/2oC7wV4ebn6XK7oTac8GRdtJRThDXOK14PCpYbtuVPdwUQfZG4UrSLEGZga4b4krSLHDC72Dn6FqpPmuyoAoSkYV7RnUS4vJ0oLLee0Z1ACAoOQCkqLf4HYH43+8TpF24p03Tl3mRoiA36eZEjkHoxxeQ2+1PHH2QhFbizd0i1PNIAR1tTfk+hLxo5jfhZXm26uq5tSQJDfwoVG6bnqn+wejr8iHGjpyI2/ev43mu5HQ6pd2gTNdCe8HU7hSd4URrTDjE6wD6BWuTmW2GE6IznFBXHwRT03QBSbv5WSrnqCAGZWxynJcsQp8BWVJFiPoMyGIUU2dC+MBAQfYjjJ2ja5HpekYpHQZ5oeqSnjhMvQ1hapqu0D7+DVzcM6oTTK4B5ET7nZdX4GNrJnDloKzr3yZC3R6TWthPe6OftZfEg/KDkweyslm6fl9xKNTl63DRE8srtZCedxpNLc0I6jMe9k9740ZFlNyKUfKg7rVqmQ5XeaEKOrwof47W1haV1HMBCMw5h7fkYprHz9gJGptpMXA4ZA/lx2Om4uiZeBw5fQDhod8AIO8ghPsmM84VYpAb+X9KsPxNYqH3DDjzmGu5F2gErHW042Fqmg7eHOCDvOjXf5MH3uNRweBmLyUdZc/rAl0UW7kmjMxOY1FgqI7c5QsxmK8mV+Z/aWg0Dr+6gmnT9FGT35/2NXbXy8Cb04jc12OXF3dekl0IHlM3IhOyJ5q9fPdBz3+XoCtAXAeW6gqIjl2Fj+7/LTULpi7KbwL2T3sD1rJfRwf/Bi5CuEnwgWStnyLiG8nn4OGxEQSnFci1kXgdy3SYQDxo/jPljxcKLi9O48hWPsKWLALPzlBQ8hDB65vecOtAwUVD/FykQDpEK3aBFodCdj05kWMQahmAp1X3sSF1J0rryDXINc79aSdVlEV9YzVYYIGroVrP+7wS8pZPVZkuVV5IHs9GZnYe5ldOljvjtbGyx+ABQ3H+j1OoqCLjXLhyBp8EeyDxSR5WRW1Ga2UMzmRm4q+Xr9DEU520HBOkZbl04tXisLcLFcmQ7O1CwXPcArvrZUi39G5361eehwksvBuR0u0HlC9fyJj5XhoajfLlC/HBpLmI8faHZ/5wTJumL6Hf21ejBbw5txQmXKq0ciP5nNyGjY5bj+DC7C74v64m+L+uJsizvSrysA+ah//ragLj73ZB/fRcxhLP/PO6b5RwTb1JYpKntECHadP0pWaNHlM3kt+74xbaR4PeOKR0+wGuhUPAa56KzbszEX3UBzu7Gitl9UPdYWVt/UlwoWRC5M0E7OGmoJ+1F16VliHjMU1TN4C4uGra7fJCcY+0dVUwrqhBFa8GK58E4fGoYEybpo+CbhdURrz1jbXQ0tRVyDhSHuSVPAFbjQNrk86yXywHimvLwFZTw9Jy8sqXmZ2HGI8v5SbeSeOmo6m5CSeTfwdALpJYGjwNd7Ke4OrTbCw6/DvGRv+Cnt98izXTo0Qcf1WNhd4zGCdoeBVbJEwG6eCZP1ziEcRKAG/OLfTVaEFFFGnDraxPFkVwQawEBHYejNHL7qEq9lccnjJZ8KiK/RWjl91DYOfBtDPvFJIzjsCB26Iw4QJktnMj+ZzMjJQCP7IfHLjyOTADpMVNQXYv2ufoJi5VAeHeXHl+ayZ45g9n7N29kXwOdtfL5HJ7oPzH+szPwgeT5qLr8xgEZgfiWq4N8Led3MeQcCJhvGk7fGzNZNaVI28mwN1hKL79JQ4V1ZJa4T62Zow9uvJAKVZTtyDFsZOTa1FU2PYDFXS7gBLLK+2uOdU31kBHxfVcgJxEszZ2VJnZZUldOXQ01MEWWgZJEa886NvrQ3R16I5j5w6hubmJlIPUnIId4UtgqNPWEcFisaBhriG3dbo0HNnAx5ENfBFngyMb+ILMaufoWpEHQN7JyIK0zMgzfzgcuC1IzjiCiqgEZPIWKEW8k1ZxRA52z/zh8G/gIsbbX/CgekqZcP3gCqhZVCPG2x/xRKDChAsAg/lq0I3ylotwe6Vo49vJxjK1ZsVxYXYXvIqtE1l04eW7j1EhTRmwe/aDhXcjLLwbwZtzC9c0/QULIdoL8XLjjeRzCBs+hnZeQF4M8ToAnuMWpHT7AbuddsskYLrtxpu2Y++JEpkmm7seXkRxbRl+jDsF2yeSF0Cn5FiliVcp0k1t/EDw/3XrjqFZSPJu2jR9qFlUt6t5u66xGtoqruc2NjegsCJXZaUFgKzp6uvaSqjtZ2bnybWghMVi4ZOx01FaXoxdP3wmuG3sZmuDMP/t6N2J1H614XBQerYUT5Y9QcHuAvDy6VXJZIHKZp2XLML887qCB5XhunB3wLxwhsgj3dJb5qysNJJLs72E2+drEE8EIsbbH2oW1dh86QxCrv+ocNab2WksuNnKzx24j/JDn/lZ8G/gKk24SUlJcneSePnug4V3o8KES8E+aB4e9zBErxRyuS+1qk4VsH/aW4JchctDabaXkGYrf1eOMPpZewnOf2ryyn2UH9ItvduVRQujrj5IgoDFy1fik7dnXbtAz38X+gzIQp6HiYgIjzjYbDY4HA4u3k1HbFGCRMkkt9uf4GYvRVxctcLkqxTp9rZqW/NtaKiNY8duiTxvapqOPvOzlF6mWM+rgbaGakm3oOxvEESrSpcUl9SVwaAXvTrT/GflchGv/qtrMNTVxd2ictg9Idfi30g+hzVDynF12VKM7tED+xeGovOaztBz00NleiWeff0M2ZuyUZNZI7c/nbRWMAoiDravQd3S19WLCgNRJ4+srKhrihY8UY1q7XQUPrmOuvog9JmfBV7FFlREJShMvsabtitFBrl50bDwbkQQK0Fpwv2nENh5MLx896m8PVMeKEO+Bd0uYELEcEEGXdDtAiy8G2HeM0niOFIFKAJ+uaMJm3dnCo4l4dLCpaHRCA3eIOgn7qvRgsmOKwXdFXTkSwkcrdu/HV8X7aPtL/axNQM3eymKUjXlXqWmFOk6OjpizRpy1c6iRaMxebKkY7C9XSgsvBtRYnlF4ay3vrFG5Zlu2ySaaki3lWhFcX0ZXrQwiIKn7cD82O8wv3Ky1DhD/MZiZu9APMrJw50XD8gr6OtbM30tLZwK/Rw9ra2wYnYI7BbaoXtUd5j4mKDhWQNyN+fi2dfPUHG1Aq3NzPVeeQg3a+tPtFYozlNeCiYOKKL19fVFXX2QzFv5eCJQ4Py6JPE2HLLtMKJ1Eq5emY4JEcORnHEEbn6WAvKVR8bRebs/uHsUF28JYpGTQ+0lXB9bM7n7a68kzVL6FrQkPw/Jv+7CqR3bEGFtirOuXeRua3oTECZeiojFHxSkHRPytFS1B33mZyEwOxDpdaKtXXQJIEXA9k9705KvpiapUEgQBBISErD28gHGhR0s02EwCP4M53/og2+cLkodo1Kku3//fsyaRR54/90hvR9x2jR9TIgYjn7B2nJlvi0tfPCa66GjqWrSfQIOWx1WRg4qiVfZUI2WllYssJEu+JOZnYdBOgdgtDIQGecKBY9M1zOCTHi62wSoq3Gw985R3Eg+J9JYr85mw0xPT3DV1jDXgFWQFZy2OMHiYwu01Lbgxd4XeLLsCYpPFYNf2yawTBCEXIQLMC8xPu77BFbBOrC3C0VdfRB8fX1hapoudZKKAt0J5nDRE66+n6NrihZ8fX1h3jMJyRlH0GdAFlzuj0H0UR+Zma+N4wOFs68020sKE25treSxragjrrzlEIIgkP/oL5z4eQv+M94HK0d44FL8bxg2dSbU1NTa3bHAb2lBZU2tyJ2RohcEWVkv9ZyyZQlVYYjXATTojcNZV3LV6aWh0VJXwQmTb3TsKgH5Ckt5uri4IC8vD5E3JUsNALlIrCIqQa75LJkqY9KetLCwQGVZMZpbWbCyMkRYmB/Gj+8n9Q1z86IxuDER0bGraHt7rz48icNpPwJQjdmlsDElW42DaUOXt9s889q9MKQ8yEdxXRmMuMDPH8np6ySsPZC2Ay6Odojhh8D+aW9MjAvFrReZAAB7MclECnTeaK38VlTdrEJZUhlZ61UHtB21YWtqja6ZRXigrk5rIimOnaNrYV7IvIDBoqgME/Wb0HDxLGr3bBcxkdQa+RHjfrfP1+CWf3daqcet/v3xMvYhLpVE48aNy3j1qgI2ZlbwdLTAwlXxyDhXiOF/hOJK0iyBQhRACpt3fR4jlfiFx2ltZYiZMzkYP14+WyEK9+7dw4YNG+Dg4IAePXqgvr4el0+eRH5VJYytDTFhmS8G+veVGad2ZSo2hXxHW9u9fvIYDn2/DjXloip+mjo6WHPkFDp1I+/M7PKHYHBjIgDIbH1KvnFLQtrRZ2B/rN6xB/99mAULYyM4aNmji5MtWq0uoWcPX9jZmcDNzYFRX/fkyTvYvPkcXr2qEEgcyjrXpSE3LxopF2uwd28FSkr4KjGRBCAS08LCEj/4+cJxwnL01ZB/EppydLn8shzmOlb49fwxAICBgYHAkHMObwSjLMLg/K+AdVXKGVNCCunGx8cjODgYfH5bZsXlqiMi4hO5f4zS0kHoU6GDOy+vgGU6DLt+ikN86g/gt7T1pKramFIV5pkHUzeKeJopa6hHke7dxCIsPxeJRqHPLWz4KI6srT8JiIhfzUftw1rUPqwF/69m1JbXCV4n5s0IDTYbIV5DMKqHMzQ56tDkcMBV50CTw8HxoU2wrJ4EdQ0u1NU1oK6hAY66JtivBdsDkrojMHMkjp05CzQKTeRpcqEf9rVU4s3hsTGgeCpqsiTtVGofXkbtxR1o5LXZxXO5XEwetASxk2wRneGE1tYWPHpxF98MV4OJri6iM5wwwVAdBf7qqKsPgr1dqMgtbcPFs6je/K3IOLlcLsLDwwW6uPLi7t27CAsLA48nOXkp/htRvwsdXO6PweMehiLbrp88ht/WrECT0GensDB6L/r6tE06DWEdgs1T0rVaeNWXOJJv3ELU/oMiPn4cDhtDXHujobERNx6ICkix1djo7dobS5aWwsN9MW3MkyfvYPXq38ET6hVns9UQHj4WwcHetPvIAl1MJtNH4TsmpuycIAgknavB9u1lokaSGuqY4rkMMcs+VXiM3x7ZiI37D4Iv5H2orq6OcePGMRKv/dPesOGOfTOk6+DggNzcXInt1tZGSE1VTBYPIL/Mzz5tQH7xK4nnjHTN8W3Q/ykc8+v4TwXW66qIJy2mvQELOYsVu0pTpDt56bekL5Z4TGNj5Hz/HeP+/JYWHL2bgSN37uDcw7/Aa1b9Ago2myMg4PraKhHzTQpq5lYwO3RWapw020s4/lUKZthdQZ/S79BSXQJ+TSkqr+wH0SRJOmx9M2zdmYAX20fiwCMNlGk1o+s3XdHKa8VZPW+MfH4BY259DqvBzdhQ1oDWmhoQtdVoralGw/lToheG17C0tMTx44qL79y9exehofS1SPFjiXJrpiPfXinaeOIVIPh7+dAPUfbyhcTrtPT0EH3nkcg2YdIFILKcVvjED1zxNYrK6Y0TtTQ10MTno6WlFWw1NnwHfYiZ0/4Dj2xtEf3cgm4XBBexNNtL8Pb+Di9f0secO3cYPv98BPT0tET2kQWmmMryBwB8+OFaVFTUSWy3NzZG2txEuZy5hdE9eDQtHxkYGGDx4sUIHxhIewGUlekqbfaTl0cvQPzqlXJOmfZ2oSgoCaN9TtXGlG/CPDOvSr4uAjowmXzKMnzksNmYMqA/pgzojxoeD2cyH+D3u3dx9sFDqQR8ckEIGpv5aOTzweM3IznbBBbWBagwcUZTEw/8piY0NzeJ/L+R14CbqfTE2lpSCKK1Fa2VFWgtKURLSTFaiwvRUlqM1pIitBQX4oPSYrSUFmNFczOAxTK/k5bqEiz6lKrDNYHDUUfWnCy0trbCEeTcwE9YBijQ7ltUpJgTMoW+fZlLCOLHQ3SGEzA0GsN9Q0WI1+X+GFxPXoGa/BLYB5G2QWWvXtLGbKiRbMgXhzCBmMJLQMLF5ZWM+xzfFAH/pWsQ5OMHR5NArJv9EEibhKxEa5h6H2HcT9o5vXv3Zew5kgHdmSHQGtsMFkc+Dz6mmMryBwBUVkoSLgDkVpQjz8MEplCsz53JkLO6mpxYjryZgHDvQCC1t2BBSNjwMTju+wQBtHuSUJp07ezsaDNdKzldTOlgZWVEe/WzMDZUKp6RrhlDpqv8yjkLM0sUlUhe/ewMZHtNiePIBj70/HvDWt+cNtNlMu+jgx6XKyDgWh4Pjqu/Rmkd/VV/XG/RiQCethP6BWvDvfYEjusuF3muoqwYyYn7cf64FN0HlhqKfQcCQqUmAbhcsM0swba2gXrvfmCbW0DNzALb8/TgZvoN+sRz0Voj6UoijlYOF8NHjYeungF09AzJf/UNMPrxUjz1MMR/9H+Bmq4+WLq6KA0aj1aaDMXCQnF/OAoGBgaoqpJ0BGY6li4NjUbo+cekhsB5XaR0G4cJEaHg7hmAPfG7YB80DyZW1rSZrol1J4ltpaWDIKlU0AaKhG1+taTNziyMjWCU5YDbMQkweKoPm5FnBf3ll4ZGg8mF0DN/OON5SYGoqkTNT5GoTzwMvfmLQdjQ6xYIgynmm+APdWN1ZLqegV2Mu0LZro0Z/XdpqGMGH1sz9LP2QuTNBPh0M8NgvhoGUw4ksROlxlWadCMiIjBv3jzU19cLtmmrA/Pmybcaiw5hYX4SdR4uVx0rVvthtrMZ9p5QLEMd/+Fs2ppue8wzh3e2QGJFORqEYmqrAxEjNKXsxYzcbn9ipdc8LE+OFKnDiRs+KgJdLhfbJn2CefEHUd/UJDOmm58l/BuaUPi3HeBK1seePLiDs7/vxfXLp8HnSylbsFhg2zlA/YNeYJuZQ83MAmwzkljZ5pZg6ejSnoArACRqeSEycSJWNmiCEPo+WRxNGI2cB3VDK/Be/IXGgiw0vXoC34nB6OzkIhJnFH8F2B9wwWG1SYDqzllIW9MNCQmR5+ujxUcfOOLonSyFjqXoDCcM3xqKza5dMGFEmwjQqJpTUCvLw8Sl4RI1XQ2uFiYuFbWRsssfgj6vJ9GYQGW6yz+cg5VJG0WPT00uVg9aiN7jyEm50qeV5EouRztk8hZgAk80O83NiwZYbTVyuvOSzVYDZ9AwaLgNAEtPH2r6hlAzMICaviFaW/8Cmy2ddOliqquzERamfJcGI38ETCXFcxwfoCC1l9zE+83MRQj9aT3qhY4jbU0u1g+dj3u3nHEPJdCruI17hUtpPfaYoDTpBgWRTc6rV69GXl4e7OzsEBERgb7ffgcEzVUqJjUBRzdLWoALKLGsxii3SXJrG4gaUxbDUMcMEwbOaVf3wuRPPoaHWSMibu5BcekrCSNF8dVpjPBcgAq36UDpZQT09MH1klNIf5onV6eBPKD2XX3ipMyYROllQH8weHaeAIDCghxk3LyMxkYeTMytUPSyrZRkaGiIKjUOiPJSsMwsoTf3C5FJtHgiEIMbE0kSeAoAtSjwV4epabpE/6Z/AxdpV5fh4fxSnP3rAEoKX4CtbwpDrxnQ7Um2ZnHtyaycIFphYS2ftjI1nto920GUvIKFhSVCQkIUnkSjYJPYjMF9NkND56KEyamsY+nS0GiETjBDAS4AIMtopaXVuBNbjxXLmgBsxLEtkSh79RImVtaYuDQcHuPbMiXhrgVhUCRL3dZSMqD9PKbAv+QUzmU+RlV9A6z1LfDd/MUCc0mAzIp58MS51F7geRvCVOxr1dGOB4TK7HTnZW3wMsbJUzb7Ee12YdDFXLjQp10dEcz80RvpD30xqMsBnBldi14p2nIJqTMZclLb7zaxYbTybwCK9R63q2WMDsdvFMGvohgF3S4ouqtcoFrO7ry8IjjY5CHhfRe+xSi3T2Fj2lXp93bzs8SGlQuxctlEsFgsiZ7NjHOFCHV7LCpLJ07CngtIxaT7YwQSffZPewsMEv8JrHtVhBhvf6TZXkLAtV8lmrvr62qQ+ywLOc8eouHidczpPwkDJ/bGNU1/QdtWmu0lcPcMwIlK+qzYzc8SyRlHEOPtT/v88pg16CzFRRh47SQshg+Ch2LYL5KTolRPbl19ULsWQyQlJSl0oacDnV5vXFw19LJuY0LEcFwlpkjss6qgGCGpiSLN+kxEKwvCx5k8Wd49ozr4N4iK/Mu7+EH8te8SuqZoAV3y4PLiNHYaHlaojYwOpamVsHF8ILEs/FHsHwhwt1B994I0uPzmgm229W989QnQRsJ3m9iMJ0YzvwkrfwuAb99pGOWmeOsIhd6jzDDskz6YOagvelhLrw9SFwNqNhsgBbXTLb1FJAb/adKNznDCB5PmCsiTIj8mBNw/JnAucPOzRIPeOADAvZ3OcmkqTzBUR//R9F0eOTw2fnNOgnnhDAnypSPcgNptWJemKULk8USgiGNt5M2Edq33b3l4R8Tx2s3PUrAc90byOUx2XIk93BQRl9jS0kGwSWzG4WxSZ9rNzxJqFtUSS6apY9eB2yLSw+tclodrW7/DZMeVApKk2irbC3kImI50FcG7SrqlpYNgEPwZnLf7kxv+tkNBtvzlBjqQ2a7oEuJ/hHQp23bznknK7K4UpJFvZk46dp7/Gt2sXfHlOOWFeIpefI9vT6egk5E+Fo/0lDlZIA+oE4DJ0vxNI93SGxP1ybpvDo+Nu01sZLqeYVwoIUy6AJnFsUyHKZQJ9gvWZjyp02wvweapD/aeKAEn/A7mPyvHcd3FomNI6g5YReKGq5tIHHHCpaAs8dJlubyKLSJKX49HBSPPlt5cdFVBsUi5hTfnlsRrqOOWEtem1K/2cFMEY6Z62QHFV8RJw/WDK0SIncL/KukCksS7s6sxalemIjR4g1LxKNF5YfwjpAuQZYb7Sb/I7RukKuTmRcMpOVbkNvfA5Y24+eQ81NTY2DgzEVwNbSkRmPHo6dfYfonMVoIH90OvTu23TZFFunSKVqo0JizI7oX+o/WQw2OLTFRywu9IEG9A7TZEH/URD6Ew+gzIQmDnwYK/KWISX2l1Ib9EpBeSZToMfTVaRMoaFNJsLyEurppRNUoZ4qXLctUsqlFXH9RWtwYEmS4T+QJkbRaQrj2QmxeNq1emS4xTmHQpKFJekAW762UixEv3/cqLd5lwKeTmRUOr5hQG6RwQbMtamIjy5QsVNs1UhnRVqxIuhAB3C6yzUrxF5/lz+p5VeWFvFwrenFvoF6wNNz9LtLTwkZlLEmVrawuevMxQOnZlQ9vsQvLDp2iVU+FLWVBN9uIPVZlURmc44fGoYISkJkp0hvAj+yHg/jGsfTwSAbXbsPbxSOBv1ZiEUgLXabaXcKxaAyNaJ+GckTmKe34s8nD1/RznjMxhM/IsjDdtFwiP0xGCNMIFSE8zyvFBXghnlVQpJcvEDnm2V+HAbSEnCL0NMYc3gtRXjd/FGCvP9qpUImMiXAC0vmKUNbgqcDg7SvAeTLbr/0uwtwuFec8kFFz8SKDx4bzdHyGcGOw9UfLGfdzeGOkCwHHXiXLLnQFkq9L69cdU8t6mpulo0BsHwuA06hvbms2z8pknaqTBzc8SlfVtrSMvK6vx4IXykyuyIG1JqaqIl1J/G+U2ifb56AwnhFz/EdFHfch/VehCm2Z7CV1TtFBkYSJRPhDHcd3FeBT7B9Z5NiJRS3KlWTwRqHKX2aSkJJGywvWDK0Qy2Q025sgysZMgX2nEu8HGnHESStnJPlUQr3DGrCq92/cBvDm3cC5rh4B4MzuNRejHF+DnvEBu8lXGG/KNkm6AuwXuxNbLfuFr5OeXIz39Kf78k361m6KwtwtFsWYuFnmQt8l9Ow9FHa9abg1aYVw/uAJV9Q0w1CZrXX3tO+FVpfSVQw1NzSitoV8lIw3SCFdViM5wQmjwBnCzl7ZrZl4ZuI/yA3fPABx3ld5ELo7juotpjydZDq0UFMl2wwcGws3PEhMM1TF7ghmjewZFvgXdLmAPNwVzeCMwhHWIMS6d6E1uXjT6VOgwEp6siR5x7zdFcf3gCoE3Wntque8bPPOHo/9oPQRmB5Jls7/tEH3UB5m8BeCE38GZkBvYe6IE0bGrUJpaKUHCd15ewfDX/bmKlPzeKOkCgHVwT7mN3B4+LAAAHDzYfrsQCp995g2/tWTt1Va/GJ+NVHxdNyXX1sPaAguGeQAATHS0MbqXdBcKrjoHZzIfYc+V/+Kvl0VobZVN9m+DcIG2zyRcs3xb6GftBT/nBbJfSIPhYk3oitYQ5c2I7xnVITnjCB6PCsY1TX+ZcxNXiSmwD5qH/qP1aFvAhCGe7V69Mp3epfY1mOQEKbRX9pHa/23Pv7wriPH2x7eTjWHZ3UPw7wg+G12fx6DE8grcR/khz8MEJyqbcbeJnGyOjl2FG8nnoOe/C1WxvyKl2w/Q82e+yxGG0osj5EWAuwXWPk6Ab+lumS4DFOmeOXMPq1aNh4GBchNe4uDzyX48N39nOA+ZJ7PFTBxUJtHNwhQEQUBLQx2vqmRfSFgsFib27YVNSal4lFYCYx0teHSxx4eOttDRbJ9P25WkWYDvT0pPqvXVaGGU13yTcPOzxJ2Xl/FNT+lCz4pA0dJCUlKSzNvouvogDFFsTgUAfSYrDbl50QgfmCiVdH19fWFaoYNceqmGduH6wRWoce4PC+8LSjsAU3gfJtHkhWf+cHJVnjcQAwBoAiYbk/8CQAgpRLUJIBeSsBKA0UAIdzJcZcR+45kuAGTOzMTcx3Nl1ncp0uXxmnHsmHK1Vzq0tJDKWByOGims0+0CGvTGYYKhbHEOcdcLFosFKwM9maUFCnpcTUzsRxrbldc14Myfj/DtqRT8fvtPNPL5IhnM28py0y1JOb63TbgAWYMM4cQovT+dT5g0wlIVcvOisaqgfZO8FISJmarlyroI3DOqeyPOETXO/QU29R1oP2K8/clJZyl4K6QLkMTrnjSasdRAEAQePmwT/zh0KF2p2isdKONMDqft41JdDrMnmNGqvbv5WcLNzxJco6USrTnWBvooq6sHr5lG4IUGfWyt0dvGSvA3h60Gr+6O0OS03Wi8rbpqdIYTkjOOyBTCfhOgvmdZdibSIL6KSBmykFXbfRM+XkxQpKNiDzdFpcQrbYVgB94clCLdlhYll8+tq4Kr7+coSpUUhyksrASXqw4LC31YWBhgwIAuePCgQLn3EQNVXuBwJE0kC7pdgJpFNfoMII00qcx2kM4BTL2ejU2GDRiU4SGSFVoZkiuqCqvky3YBYGLfntDR1IC2hjp4zXz8du0OOrmSa8Vzu/0pcEigg5fvPpEHtU3R0kJ0hhNmTzDDtGn6jE32oW6PwQm/A074HRHbIFXA7noZBvOVv86vfTySdnn5EK8DbyXb/advn319fWmJl2rBUwR218s6CPcfglI13fXr12PBggWwtFR8cUCAuwUcEh2w/JYWPpg0V9AsrqGhjnPnViAsLB5//pmH7777RJmh0UK4vEAHU9N05DpG495OZ4TNdYHDxQaEjtyAHMFdQhVC1xkgGsfBq9gCKwNywuFVVTUcTOWTotPlaiKwXy8UVtXCTE8Hh2/dx9yITdg51gAOHr4AtgMQdTAFyFnRza5dBKug8jxM4OUrfw1TeMnuBMMyRN5MwBDNA3h0ro/Ea4f/EQoXDw7weo3Gdi6Q6bZAJa1ibn6WMNVoAW6GAwp2LVDYaXgYnvlNEtuDWAmI9woEGuX/XsIHBiIyqX1LhP8J+Pr6Yk9SEnxASkoqu0ji8ahgAP/b/bjvKpRKOywtLeHm5oarV5lX4EhDTuQYbDJswLPOIYI6r4mJLnR0NGFmpo/S0lpBdqoKtJUX6O3S4+KqsThfGz87fg6M3ICcSBoNhHVVsA7uibDhY2BhoAsWIHddl0JvGysM7moPNztrLBw2CFqampj++3IcOXUAHyz+AvzIfihfvhB6/rtw1rULKqISUJDdS2TZqd31MlREJcjMcqMznJBu6S0okwAkYY9ym0Rrljj8j1AJ/zWAfkWcMuir0YLsJZNoHYeFEZBE3xESkNQdahbMk5dBrARc0/RXKONVdAJOVXXd9sbw9fWF/dPeYJkOU4pw7a6XqXwBxD99F6BqtNbVovHuTZWVOIWh1DLgoqIiWFtbAyDFnSsqKmBvb4+IiAiB5KPcuLgKvOapgtvG0NBYJCeTBo3W1u03wDt58g4iIk6ivLwWxsY6WL16gki8olRNyl5DrnjHbxShflc4ZsT+hlaCgKG2FvxcnNDPXlJ4WhrcR/lBK6MT5h5fg7svH8Ldtg/yKl/iVU0JrPXNsdJrHgJ6Mi+5tXF8QLs9OsNJQLLJqacRE7cNxaWFMDe1RMi0xRjlTZo7CteQQ90ew4VLL0l5ZAMfl4a2+VK1GX3KL29IlWyYhHSunE9AfMwGlBa9gKlFJwSFrILXaFFCfBn7EN9Oli3qTukvONRzGSX5hEG3PJjqshH340q5WIPffuPj5atKWhlGeSHcx7ty5TXcSruO/OJXsLSUX4IyKSkJelm3aUk3OfU0tsduQllFKfT1DDDaexw8+g2BFlcbWlxtsEwWY5lBHNT05G8Rk2VIqgzpqtrsUtGYsuYDqqLWovnhn2itrQFRWQ41cyuZRqwAYJY3HZkzM1WvvdCzZ0/89ZeoyZ22tjZ27dqlMPEev1GE51tngzXQACtXHhbJchU1uxQGnfkdFa+6uhusgnWwIaYHfWbLgPj4eEwPni0iuq3OZuPj/i4KES+ludDIb0LQ4TDcLLgv8rwWRxP/GbEIBlxdjHEaKiGuc6KyWaLmKk64kTv+g0YhAWZNTS7CF6zHKO+xIqTLlOUCQCavrbygjNGnm58l+mq0gKt+kHbl2ZXzCfglcpmIMaUmVwufh/8gIN6A2m1IUTsikp0Jay1QTeum3oa4Z1SHkyfH44cfKtEsZFmkrclF9KL/yEW8dKSbcrEGW7aUipgeanC1MPO7jTKJl5JpNCv0QqjbY/DsPHFN0x/377kjPPx3kXFqamoiPDxcrrJHnwod3G0SvXuj+93FwR05BrrzvwTbRD4HFTqjT3FDUkVJV9q5qSzxKhpTFunWJR5C7U9RohvlMGJ9Y6RrYmKCchoPL3t7e+Tk5EiLSQuH8DPA7hnIpYmprFkdk/mdhZkVfjmZgQB3xbUhmAw5DbW1sGasfDPpFOFSGLjjY7ysob/lnN3/E6we+jlqm+pQ01iH2qZ6VDfWItuRjU6vbqOa14CqBh4u5WhDzwqoq69FXX0tbmSkoblZsv5pYWaFY7vJ7gGKeJlId6H3DPAj2w7WNXFTUFkn6d4hzehz9gQzZC+ZhEexf9A+Pz+gP0oKJSdMzSxtsPM42TZI2b9TSNTiwSaxmdER99OvImhtVmzNrfAk9jztPveM6gRkK2ywmJsXjZs36/HjtlIUF0t2q5hYd8KmP/5LGxMAcuN3SVzcHcLP4FziMgyvqkRhoWTXiiIGmjaJzcjzMBH8PXHuSFo7KQCwMtDDinW6iHSVbiIqjpIpH9HaH7GMTGCeQB5LipLumzCmVDSmLNJl+tyyjFhlka7SiyPoCBdgNqyUhZzIMWBFqdasjmm/opJCpQgXYP58VQ3MmYU4xGefmQgXAH67ewx7b/8uX+AMQFODCx1tHVrCBYDiUvlb07x89+HS0H6oqivD9cdJtIQLMJt19hmQhdJUdUbCbaivoyVcACgtItsH1z4eieODPwNenyAhqYlosTVDbjf6Mbe2ttISLsBsNAiQt+vTpumLnIie+cOxKjMDP247REu4ALO5pF3+EIx4ugwOvAHIcRiD+ULu8zmRY4DIMShikAZVxEBzDzcFegfbygzSft/0eSdQ6K4l4gohD1oZvjeiogwVy+bj9/94AlCsvPYmjCmZfNyUjcn0uZm2ywulSdfe3p4247OzU16Jyt5etWaXTEZ19vbKj5HJkNPUohN0o7zBj+wnsaBCGO6j/F7b2LTBXMcYxXX0F7FuJg4YaOsKXU0d6GloQ09TF7qa2mhwKIZV4jn0njkNT3Q0kHXjGoZO3wTOazdWpozH3FSy44SclBOt6S4YMg3RR1hIS16HzNx0tLa2QE2NjdZWyQlOOnNGUpVrLs6MCIF5oejkWGtrK1KTjiLulwjazwyQ3ycAxPBD4JlPykAmavFgwxuBXNBnuHmFRYj67SBjTBsz5m6b8IGBuFdK6mRQWdvDhwWYEn4YPB5zP7aJlbXI36sKirE8Zg0+cy4F1n2OHMY9ATuGc0gRA01fX18kgVxZ5jF1I8xN6Y1TO+lbwHKYKSwrgHgFpRvVzCwZMl1TGKz7AT2cJXWCZUHVxpR8fgt0dbmorZVMfqTFDElNFBF8Ikovw/5pbxT4qyPQypB2jGpSjiN5oHTTZEREBLS1RZfpamtrIyKC+URSJqamhrrSZnVzJ4dDk6v1xseora2NrT9EYr7DcmwybECY81XoRnnTPow3bceJSvLWmLo9XjMsFFoc0d5lDouNrsb2aG5pxuphn2Ol11wscA/CdLcJCOjhg6naQZi+OhxpJSMwznUidDQ1BIQLACHTFkNTU1S8RFOTi5BpiyU+U3SGE45sIImFX8VHyekSbPjga0SfXYmHeTfQr8swLBm/DdO8l0NdbJxM5ozJGUfglBwrocn7+MEdrJo7Bj9/uwgamlyMnTwPGuLj5GohKGQVii33C2xu0mwvMZYU+C0tiDt3AcHrNuCv7FwM7dcHGuqi+YS2JhffzJTe8ZGUlCQg3LKyGnz++a+C+qCaGgscsRRF3ETSLn8IClsOk10wckzM0h1Lyhho+vr6CkS46X53LY4mVnrNE4i2OCXHIiQ1Ue6SgO6chYBYTGhyoff5EqQrQbgAaSLJ5YquCOVylT/XORw21q+fqFDMNNtLMCv0gtHKQMHDeNN21CTOg0HwZ9g4egLU2WIdT5pc8vtoB1RuTKlw94KMmAGfrcBAAwJAo/SdhZCbF40RT5chVsMOe/fsfuNjFI5J1u2qMJ8pwKPl8As/g5z8r5Dudh25uIwAkF0KUVd24WV1sUj3QiO/iVG3NzrD6XVWvUFC9ITqUmDqXhDG0MsLsGutF/J+PIyauzUgWghoWGpgZYs5jD6KgS7XAADQxcoFLBZLZveCm58lzHvq4wznhiDLLSt+hbhfIpCadBRcLW1M+3w1xk6eCw1NLro6u9J2LwyIeSKw9rF56oM73SRX0T3NL8CGX+PxJC8fPTs7IDw4CI7WVki+cQs7j51EcXkFzI2NsHrQQtpJNDo0NfGxcOF+vHpVCYAk3P79O8PKygDXrt1HWVkLrKyMMGbpN4JJtCGsQ+j6dBkw/3Oh/m7poI6ZmQuWoKW6FLbmlhjg6aGUgeY9ozr0rdDB9RdXEL5gPWLitqGo5BU66VsIjiXhC5YPzMDd0xuJ/jyZymLCRp/i3Qs2T9ng5qUJXnuN0wp2z34ydVaETSRfvqxQulOptHQQ+lToAAAmFQ+A+sgu2PTfPSgoeSWzeyE3LxqhbsuQ9Qd97L7pNxBhZo6tpSUo5PNhZ2yMQd3ssGjccPgrWKIRxhtzjlAlHMLPIMcxDzdc3WT+mNw9A2Az8iwwUjn7jbeKdQZId7sOu+tlSu1+OJucWQ0N3oDS1Eoczo5SyKzQeewq7M3agKv/dwMlOWVgcVjQ768P46HG0HbSBovFkphMkwezJ5jhnlEd3JNG4/CwP3Hy/3bi2P4fwWuox7AxkxEU8hWMTaXfQn8QPBTqp+fCM384ErV4aHl4R+T5xuZm/HY6CfFJF6DO5mDexHEIHO4NthrzzZssY8bImwkY4nUAe/dYICHhFjw9u8PHxwXDhvWAiYmu4HXUiV7QjRSJSbO9hKJUTQQ9dVCoE0YYx28UwfzhUfSz9sI9I8XlQClQrWQABFY8lPMGHeyf9sYebopEPVseUJrIO0fXSjw3/7wu0i29QZReFnFjoL5jRaCjHY8+FTqCYxyAwE+Q7r0BwOX+GJl2YXFx1Zh86LBCY6Fw1rULBi9ZQ3vBemPdC/8I1hkAVpGClht7u1ARe54Yjy9RkxWp9IH/j2CdATZnDRFZAKEIcrv9KTio5TEvJAgC9x7ext5dX+Hhy2I08fnQsNCA8VBjGA42BEdfdheDNPAqtmBCxHBo7u6Pnw2f4ref16P4VT669+qH2Uu+Q7cebjJjBCR1xzosETgUc/cMECGNzGfPERkbj9zCIvR3dsKKGZ/C2sxUrvFJs2OJvJmAoUP5ePCgAEOGOEFHR3K5us1TH3DVDwJpO7A5awgmRAyHzVMfnDMyV3pylsLOnE2YmeXbbjNNKvOjQDlnS5OAvJF8DjXO/RUi33giENYLNBQWaRJfdSkLyopAvYqtkypXafPUB9lL6AX85UX58oWw8G4U+c7+t0j3NRzCzyBnZBpcXpzGN04XsSTx9vtFtOK4uAqbd2cqRbzimVt07CrabLe6phJnL5/AyeSjyC14Dg4A7QH6MB5mDJ0PdMBSk26yKb5Igg6Upc2k59/D6dsoXM/LgLGZFaaHroHXqIlyG3kK26oLZ7n1vEbsOn4KCZdSocPlYuHkiRgz2F0hg1Bp2W7kzQSpJ2lRqiYG2xcAaa8nHV+bY7rXnlDJnZVD+Bl8kf0LQoM3tDvbFV5tt/dEiYgOsfOSRYLSFEXE9245Y4KhuoghJiX8Y28XSkvEIamJsArWkdj+rkAW6RY/9JVw8lUGFVEJMO+ZJPiO3ljL2D8JkmDHIBPkgR7g/h4TLgCM3ICwNANszoLSGS+FqYGrsH7rLMxYsg8EQeDPrLs4cf53XE4/j6bmJlhb2OAjFyeE17dgQaj8LgFXkmYh9PxjpFt6SyiiuflZks4aGqEI3OaGhjNTkcFRxyefLUHA9IXgasl/YgYkdce6KUsAAASvAX14urgD4NbDLGw8cAivSsswxK03woImwdTQUO64FHK7/Yk9N8kWN3mXAefmvdblcL4K5LdtL8juhfujr8LdQTWlrJzIMcDFNBRcrESSEPm1B3SWM1lbfwJFoc7D1QQEvMeSdMdoUz4jHTmuohpp0y69V/KPXr778HJHEwB6I1CytKAaiyejlYE44doFCJHv+3lr0o4dkIF1Vei8ZC9qEucx1t+EYeptKJGxPch+gsFfToG5bT9c/HknAme6Y8FXM3Dhyml49PPClv/swmKv3vh6VyzYm09goTe9zToTrnFaYd4zCaOX3UO/YG3Bw6j7GdzuOgCBk6eg4VQCNIeMwLnzy7A+/Rw+TXVj1FMQR0BSdxTwTiPG2x8tr15g8O5FeHY+H9//GoclW6PBa2zCNyGz8P2CuUoRrjDkUSbLzYtGXFw1RjxdRhKuMKwicaKyGRtierRrHOJwuOiJMyE3MIc3QmEjTSZIU4vL2voThv8RKtN9Ii6uWqLbYYjXAYVLBW8LZ127MDov2zz1Uco0Vxo+uv83QlIT5Xrte5np/q8iwN0CeJSF4zeKMJh/DAXZvSRew3RrnHA1GfO3fo06XgO+jSNvf+3MrbHOPxgzRgXAypjspb3n60JORpqSkw0LvYHtqfvlGh/PcQuuEq/J5/UiqMwrl3Ho+1149fwZbD/ogalrvkGsdRdMIQD88jEStXi4tvU7uNseBQAM5qth5+hazH9WDqTtwHHfJwhI6o6dwWvAG5iG/twWtNbWoOKrRbhclYOhxKcoq6qGr8eH+GLyRBjo6tIPTgHM4Y0Az04f9tMg6M0F2uxqqMxWNyoE6658B9CstYjOcIJ1cE/ktLOOK46cyDFwCAf4lc0InxCIe1C+zACQmX3Npu0yX9fP2gsX8qVfhEpLBwlW6V29Mh06vvG4NLQeHNyRut/bhsv9MWiYHwNANPOkfteP7u9+I+9rVuiFeCIQIzpJrxO/lzXdfwMcws8ghztVZNvO4DXw8t0n4p7Q0tKCXQd/QlzCHpHXBrj1xLD+WzHyyiJURCUgOeMIhngdELn6t5GLt0ziXeg9A12fxwgccV89f4bDG9bjz9RL0DUyRuDScAz5eArU2GwRFa0020sofugrUvOitlMKc3X1QYJmfaKFj8pVi9B0+zoAQEeLi3XzPoOHS0+5vzt5wHPcQrtAIIfHxoDiqcjMZl5Z6eJoRz4vp0iSMmhPfVe4pnvn5RUYy0G6ev67sIebIvN14QMDcbeJLaiFOi9ZxNhB8Lbh5bsPev67wJsj2jtMXSTMCr0kPPZUDecli3DcdSIC3C3+t2q6/wZQ/b7CmA8Aj5YL/i4vL8fUqVNx/nybnoCRkREsLCyg3q0ngje7Q08vCwBQZPE5rIMPg+s/AI9HBcPeLpR8RABxsdUIzrJH2PAxEifQ9tT9IFoIvHpWhK5qQH11FU5Gb0PKAfK2ctRn8zA+dDG09Q1oP0duXjS04IuiVE3cfloD3pxb8MwfLlofpAiXIFDz80YB4QJAXQMPKf+9g/7OTlAXX52gQlBtX1z7AqmEC5BW3Zj5ZlsScyLHAOum4trLK7hws0Tp+u6N5HOQrolFwsbxAfQu3UZo8AaZJpk+tm0rELO2/gSvrcp3GKgSzksWId3SBESqpqCLZ1BhKrpiGawP/QRAufYwRZC19ScgVroAUkem+x7jjz/+QG1tLSwsLGBpaQlzc3Noakq2OQnDIfwMVoX8hZlZvhIuDLl50QLPrj4VOrjz8gru/tcJt+6vRjV6o/PgROyJJVBTXobe3sMxedV/YNW5q8R7UJnu7fM1qEmcJ3JCevnuw1nXLpgQMVzQ40oRcH3CQdREbwIAcLo7I2SUDUZVBcJwSBPUpPTfKgr7p70F5A+Q2S03Lw0u3B0yCdfF0e7ttiWuM0AB77RAQU0WpHUuXEmaJbijoer54jXZS0OjMXuCmVTi9bE1Y8ye/wnyfdfqyo9i/5Ca6f7Pk25NTQ10dXUVaitiwosXL9Cpk2LCHu8CKKIVxvzzulj3qkgkg6ImbnxszRDCiQFBEOi95AX+r7ISmmwNNLY0oXNnM5TPXQvNgZ6MzrerCoqRZnsJzWN3M56EvVLI5a8PRtTDy3cfXsxagS1//Ihrvfyh8eFggexgDo+tcj83ds9+8G/gIiQ1EeusLES0hKWSrucCsl3sDZYV6ODymwvOZe0QqedH3kyQ2X1RmlqJE5XNIrfUk1ZxyEydiv3iNBZ6zxAhrrOuXVDj3J8xrl7WbXx0/2+p7/02yJcas/DFhA7in09ROC9ZhGucVgzmq8kl6v+vJ92LFy+ioaEB48aNa3es4OBghISEwN3dXQUjeztwCD+Dgx6OSM44Ivc+CY4J+MbpIuJ++R7H9rcdZBMGdcPvQYvwX00WLuSXiPRzCteKqQyWu2cAbBwf0Nb8alemIvajXAEBEAQB1nN73HB1E1nlQ7c4QllQQiZJSUkwK/RCjMeXEq9hIt3jvk/+sX5w6qI5JsZd6oo6Otx5eUWELCiCEiZeoI18AXIiStrxomhtVJUELEyek1ZxkJmdJ5cbCTUfIg1XkmbRvubS0GiMXnYPcXHVWGdlIZN4ZZHu/3xNt6KiAqtXr8bo0aOhoaHRrlguLi4YMWIEjh8/jlGjRqlohG8eROlluV8bPjAQ69QbMf3AzyKECwC3XwDf8c3Rp6831uV3B5K2kk94LoDLtV8BkIsovh7aB+fRB7yKKEzGSszMMhTpFy3wV4dpBBuxr/cBSGt7dMnD3Mc7cMzwMNQsquHfwIVn/nDEjwqEU3KswsRLSWiaehuSmaG3IU7EliDBIwFwVNyu5p9agEP1pYNrAORF4hqnVeSzScOF/BL0GxiIiihvDCpMBXx/ApJmAc9EVe0yO40FnpW/Jl/A7JyXyOIJoG1hCTcvjVGvgA7CRKYsAYtntZnZefjG6QmOy7DvC0jqDhdHOywEzQUnTVRZzzn2O2AK+X9hkg51e4wbpYMwbVo6CvZIdhQpiv/5THf37t2YN28eNm/ejKVLJb3BFMHt27cxYMAAqKurIy4uDpMmtW8J4dvA8RtFGJD4RK6ZaQoWt6LwxXk+Oju54APXD9HD1R0f9B4AAyP5ltoKg+rR3Rm8Br1StAVdA1T5wXm7P+1+Li9OI4YfIlhiSTlFzOGNELwmt9ufItrEFAEJ1z77VOggOnYVPrr/N6M7hjDoMt1/Msulg6CzxXMBshYmkuall84ItBaEIVybpVw2DmdHkdoFXRTTvqayYVl1YUVBR8TiMYXJVlZmC7SRbWansQJylWc/4f2zDrXJdgp3RZz/oY/UTP+9Ki8UFhaiqampXZq84ti0aRNWrFgBAwMDPH36FGZm8lmU0IHP58PY2Bg1NTVgsVjYsWOHwjJ8dCAIQiU1Zzocv1EEv4piuQwbh3gdwKWUKRhZsA2FwZkKrSSTB9Rt3pgYdzweFQyn5FhSnEgKoo/6SHijUU361MQfVYuewxuB3G5/gmU6DIMKU7FzdK3cPcgUxEn3XSNcJlBEnHXIGmddu8jsQpjDG4EzITfIful2wOXFaQCqI2BxXEmahfnPymmtnt4kAmq3IWthouBvaqkvIFsoRxbptmtKOD4+Hg4ODlBTU4ODgwPi4+PbEw6Ghobw8PCAra2tymKmpZGyc1VVVejcuXO74nE4HHh6egIgifLzzz+HkZER4uLipO7X3NyM9PR0HDlyBFu3bkVYWBimTJmCIUOGwNHREUuWLFH5dwmQv8/8gP7QHuOKbdu2ITMzk/G1VA+vuro6hjlyGAn3yvkEzA/oj8BBVpgf0B9Xzst/m37c9wnMC2fAhjsWzzqH4ERlM9LrpmPWgxw4BO2A2qhIOATtQHzKQ8E+MR5fIp4gJ4ziiUCEpCaCu2cAih/6wnqBBu5bXkWCYwISHBPg57wAIZwYzK+cDNu73+OL/qvxIPgBHoc9RmV6pdzjFIYw4b6p30gVMckWsyo4P8pCQY+P0Hl8X6xfvx67t/+C06dP4/nz5yKv38NNwcwsX0Qf9REQp9Rxpjyk/Y0yO41FZqexmP+sHPOflWPSKo7gcSVpltRywumqKoz4+xl6Pn6EEX8/w+kq0QnKK0mzMD/2O4UItz3HJ4WApO7Y2dVYZIye/j0xePBKnDx5B0O8Dsh045YGpTPd+Ph4zJs3D/X19YJtyhpTCsecPn26iO1xe2LGx8cjODgYfH6b8j+Xy8WePXuUHuOnn36KQ4cOiWzT0tLC7t27pcZMTU3FmjVrBBcBYYwZMwYXLlxAU1ObxY4qvkvx30ddXR3jxo2Di4uLYNsc3gjYOD7AsxGkQGhcXDXWYSvtrZgsE8mApO5kfffFaWTyFtCOSzj7zOw0FvEpDzF9y2kQTUK/uSYHu5b4IWgEuSDiWq6NYCWbPJlrZXolXsS+EInJ0mChU3AnGA4ylLqvRHnhdafCmzre30ZMFksNqz8LwuqPl9Nmvz62Zngwop4x641PeYh5W8+hvrHtPBL/jaRBPBsGgGqPrVhbVAie0LnOZbHwjYUlxhoY4ErSLAkBfFmQx+RUGqjjd2dXY3j57sPpqirJMb42unTvsppRLOeNlReYDBqVNaZ8EzHfxBitrKxozQTliUkQBC5cuIA1a9bg1i3ZivvtGae9vT2tn5uBgQEWL14sWFk0KMMDx32f4H7SL5g2TR+lpYPgnjSalnSZTCSNdM1xattaXMgvEWilMq17F7c1D5xYhqoqyRYse3N95MS/Ju6/7Rgt4unwOOwxmsuaJbarm6jDabP0mZfMTmPh8uK0RC/u+3C8S4vJ1jcDf0kjdgavwfzzuth86YzAIJXS3M3zMIHRykCJtjKHoB3ILa6WHKfwb6QAXF6cZvyNrDgcpHTpCuft/nJluAJdD88FjOMUNjml20+4c8PLd58gO/+i/2raMVpbG2Gp5yDGtrk3RrpMNUgWi4XW1lZpMRmhpqYGuvEoG1PV8ah9mbbLG5MgCJw6dQpff/01uFwu/vtfejdZZcZZU1OD3377DV988QXDK1iIyY7C/Njv4MA7KCCWnTmbMCbGHQX+6ri29TuEzW3Lhqkrf4/HjxjGCTx5sllQY6UEp/M8TJBxrhCc8DsSWZTLi9MIuf4jFu4cQRsTAGKySYlKqr1MXjwIfsD4XK9Y6bPPC71nwLxwhoQ27vtwvMsb0yH8DABgq39/QXYHQFDDFC4JbE/dz/h9slhAa3I47XMyxzkqEkzUQ/3ugk4D4S4D6k5KuOXt9fNq39Qwf/a1pAOJi6OdoG9X/HNSoGIzjZHFAjZ9MoaWdK8kzaKcnzsyXVXEU3XM1tZWHDt2DGFhYbRZqSIxnz9/jp9//hn79u1DdXU12Gw2WlokTSSlxXQIP4Ot/v2x9vFIHNnAx1nXLpjsuBL5EzhITv4B69Ydo93PSNccGzKXCSY8liSSWYWsyafi4mLY2tqKlFUomFnaoHg+mbUIZqFfQ1oNsrWpFU++eAK+0K0wBbpMlzqpHXgHJcZMEASuXbuGgQMHwsDAAA0Nkh4t78qxpMqYwqQMMN/hUN+neM+vXO8hR/Ys/DsLZ6JM/bnz/PsJXKSFYdzJEN+nfSVCtMIlLibYT41GXkmNxHZrayP8viONtrwwaRUHmTMzAUD1fboRERG09aj2mj6qMua7PkY1NTV8/PHHaGxslDvmixcvoK2tDSMjIxAEgUuXLuGnn37CqVOnQBAEhg0bhi+//BLV1dUICQlRaJwU4QS4ZwIzAb/wM/ix8RUGzgnC0b/4MLU1RlVxNZqFa3va2vg5ZguCHIIAByAA8ukb5+XlwcfHB83NzdDQ0JCoZ2/9IRJ4XdcUnv4jLwyLRerHFFqbW2H/Iwt/NfIBNhsQuuhoa2hgnboJxm7gi/RrOlz0RE7kBlrX3uTkZHz11Vfo0aMHGhoawOFwROYH3qVjSZUxxS+W9T9EStaJOZoI/WILvJwCgdptIr+DPCQcMcubtk4cMcubPs7rOyWX121/Lo52WGgpWt/3nNkbJ7e8Qiu/7S6BpcGC9hhdbE/dj+2rOMh8HWe+HGP8fvZQyTFqaGDu5HDGeq6sZeQAyKu5lIdUxMXFEfb29gSLxSLs7e2JuLg4WbvIhKpjvg9jlDfmnTt3CGtra+LZs2fEzp07iZ49exIACC6XS8yZM4f4888/VTrO27dvE507dyYAEIsWLSJ4PJ5KPvtff/1F2NjYEBoaGsTRo0eVjmm/8rTgYbfsOKHVZQABgAgxMSG+nj2DsLS0JAAQFsZGRNxnwURM9kaC+I8+cex6IWG/8rTU2K2trYSHhwcB8m6PmD9/PnHgwIH/mWNJ1THtV54mjl0vJIgL4USv2F6CB3EhnPERFz6OsDfXJ1gsEPbm+kRc+Dipr6d7CL9PxfHFxIGVY9sdU9oYbebZEDHZG4m/nD6QeMRkbxQ+rhh59Z3q0+0AM44dO4bp06ejvr4e+vr6qK6uRqdOnRAaGoq5c+fC1FTxhQtMIAgCO3bswNKlS6GlpYV9+/Zh4kTpykny4vbt2/D19QWPx0NiYiJGjpTTOlcKmpqaMGnSJJw4cQLh4eH4/vvv4biqrf9XmR7bCxcuiKw6tLe3x/bt2zF2rOK30v82UOUJagGHolnwuwzhTgzxnmTn7f7Ctk3vx+KIDkiCIAhERkbiq6++EmzT19fH7t27ERAQAHV1dZW+X1VVFebMmYOjR4+if//+OHz4MDp37qyS2JcvX8b48eOhoaGBs2fPYuDAge2O2dzcjClTpuDYsWNYtmwZNm7c2O6FJgRBYMiQIbh27RoAoHv37ti6dSs++kgekcQOiIOaKxAvCb0LBCxPjzIFqq5MTQoLiwUJTaBRL+8g3fcRVK13/37R2hWLxUJ4eDgiIiJUupLtzp07mDRpEp4/f44vv/wSUVFRMqUi5UViYiKmTJkCExMTJCcno2fP9ouS8/l8TJ06Fb///juWLFmCzZs3q+T7SElJwciRI6Gnp4e1a9di0aJF7dbt6EAbREgYeKNELE6q4hZVdMuNmUA3+UYR7/zY78TV5zpI930Dn8/Hpk2bkJubCzs7O5FHp06dVJrhEgSB6OhohIWFqbycAACxsbGYPXs2OnfujAsXLsDBwaHdMfl8PqZPn45Dhw7hiy++wI8//qiyC9DQoUPRuXNnfP/997C0tFRJzA4wQ6SFTWxSjoIsMpZFrnQQFr+heoKpzhs6kFZKpBO58PsyuIh0kG4H6FFVVYXZs2cjISEB/fv3x5EjR+Do6Kiy+Fu2bEFYWBhcXV1x/vx5WFi031OspaUFwcHBiIuLw+eff47o6GiVEW5xcTFycnLw4YcfqiReBxSHSE2Ygqf0RRhMvbuUdgYdlKn1C4sNASRZi/d0vwbzASltlq3dU54deKch3J3w5ZdfEjweT2WxW1tbidWrVxMACE9PT6KiokIlcfl8PjFz5kwCADFv3jyipaVFJXE78H5DVjeKKnHseqGgC0YKGHm1g3T/hWhtbSV+/vlnQkNDgzAwMCCOHTum0vh8Pp8ICQkhABAfffQRUVdX1654ra2tBEEQREtLCzFr1iwCADF79uwOwu3Au4wO0v2349q1a0RlZSVRWVlJBAYGEgCIAQMGEM+fP1fp+zQ2NhKTJ08mABBTp04lmpqa2h0zMjKS4PP5xNy5cwkARHBwcAfhduBdRwfp/ptRVlZG2NnZEdu2bRMpJzQ2Nqr0fWprawlfX18CALFw4UKVEOOzZ88IDodD+Pj4EACIadOmEXw+XwWj7UAH3ig6SPffitbWVsLf31+wsupNlBMIgiDKy8uJQYMGEQCItWvXCkoC7cXUqVMFY/f09CSam5tVErcDHXjDYORV1flad+CdRHR0NBITEwV/9+/fH05OMoylFMSrV6/g7e2N9PR0bNu2DevXr1dJN8H9+/dx8OBBwd/Xrl3D+vXraZWkOtCB9wX/88aU/2ZkZGQgLCxM8HenTp3Qvz+ztbYiuHfvHszNzcHj8eDj44Pc3Fzs378f06dPV0l8AFi9erXg/z4+Pti4cSP69Omjsvgd6MA/gY4+3f9R1NTUoF+/fnj58iUCAwMxY8YMDB06FGw2u92xCYKAl5cXBgwYgEOHDqG8vBy///67SmzuKaSlpWHIkCHo3bs3Nm3a9F65L3egA+hYHPHvw2+//QY1NTUEBARAV1dXpbEPHjwosJPR09PDqVOn4O3tLWMv+UEQBIKCgjB69GhMmzZNJReKfyNaW1tRU1MDAwODf3oo/0a8H8aUbyLm+zDGNxFz5syZUFNTQ69evVQ6zr1792LGjLYlls3NzUhMTERjY6PSMcU/+/79+7F3717MnDlTacJ9H36jNx2TzWajZ8+eKo3JYrHei8/+LvOH0t0LcXFxhLa2tmBmGQChra3dLu1OVcd8H8ZIxdTS0novxsnhcERicjgcYvv27e/cOFUdc//+/QSXy33nx9kR853hD9W3jNnb24sMhnrY29sr9QHfRMz3YYwEQRB2dnbvxTitra3fi3G+iZiUIPq7Ps6OmO8Mf6hexPyfMtX7J+O9iZhVVVUwNDSkfU6ZmKWlpQAAMzMzlcUU3lfVMd+H34jal2n7uzTOjpjvDH8oXdNlMT0IgqC1Z329nXG/txnzfRijgYEBC4DKYpqamrJMTU1VGlPo8c5/n28q5r/5s/9bY7YzHiNkZbod6EAHOtABFaJjRVoHOtCBDrxFdJBuBzrQgQ68RXSQbgc60IEOvEV0kG4HOtCBDrxFdJBuBzrQgQ68Rfw/C3JwpbRf8uoAAAAASUVORK5CYII=", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "slice_num = 600\n", "\n", @@ -247,55 +209,18 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ - "## Plot Jacobian over atlas border" + "### Plot Jacobian over atlas border" ] }, { "cell_type": "code", - "execution_count": 29, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 10201/10201 [01:13<00:00, 139.19it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(101, 1, 101)\n", - "shp: (81, 3)\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 0.98, 'Log Jacobian Determinant of Atlas to Target Mapping')" - ] - }, - "execution_count": 29, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "z = 600\n", "plt.rcParams.update({\"font.size\": 22})\n", @@ -371,54 +296,9 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 121/121 [00:00<00:00, 10245.71it/s]" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(11, 1, 11)\n", - "shp: (121, 3)\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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QM2+fymVhSaFbpbJWTbdKZe1P3RitTcEeL7iQswd1jiqU3aVKZa2abpXK2p+6FpGAYzPJ/rfgtmt00Qj7nD2onzSzbt9pVk1X0jDceqderHTw2lwqPHt+9S4KXp38+PMl7RjxWa2yrcQ6S+YMN32n22pSfCnd4BJSpSw/+/fydse6cg4CHiSNAaXr4nfeiizdRNHg9Sru1PkHSZdLWqPdDk1oluHmTWBlSV+RNKik71HLrESSti9pathM04CHJY0sodeb7jwWzyw/4J5ejVXzGN1tgWaOC6U0JS0l6d1KlOVH0mB5ZpylJV2EW79cTILMTJI2A/6C2yCdARzeRLc0ucP+rZ2Ki2RLAd6O+/y8gpu2DcUtczvppJxWr4t7rj8TdE8BPtppx10T3VpWosdw87uyHao1zWfwK6UBh8V0MgbdJ+np/L01Recl/qeoac4gskM5aN4X9OY3ngsl9b4d9GbjuQCiNHHf+gfCsTmg2fnVod4peFD5R9DdtNV5W0BLuPfbMOB7+IX6J7hlzlvOsZjjtAXYnIILXdRhX+aEEfDREBj+FQ5K4QDWQnN1PLuIAc8Ba0fq7YknAzDc/GxQpN5OeB+F4QZ98T+8B38DJiXSWyEci8dJkKItaE4NZdwzgZZwS2kD/l0LDBF6NethC4HmPZF624UgbcClwHKReueEc/Ap4C7gvSmOSbNlC7DnCy7dFLw6rkmacwXwHmB5vCl9saQ9O9Wqo94zfAXgsmAXW5a/4tX914DNccvg0pjZdXgGlYeAneSe57F8G7gJKGWd3YiZPY9/76st/HsSsBRwkZmlsJZ+B7A+3nTa2jwvQAxfBlbEA9hFeIAohaSVcM/12v/BiPPE/wLuLrwSbi39XotLKNP755GbjZ1eWTYCTsV9018LS+nci/jc0g8CP8P7Ws6Ojcy4L/kE/Iq/ZAK94Xhm5j1SXDnwjDpXpboS4c2oXRLq3QIsm0jry/gFJUUezdXxRB5nAMMitYR71s8Cvo9nJSpdc8XzJRju1381bpO8Rqpj0mzZEuzVggtdVPNK4qQqT7zxbmAL4GKL9OyWtBye4PY6M3smQfneCQy2RVMxldUaAmxlZkm85yVtbGb3J9JaC7c0fj2RXsqybYP370WfcJK2BR41T2ISq7URXiO81syi7gCGmzkH4P76d1kiO+52jJEKV+uW6qKhEtkGOpOpOGMku7XgtkMLBC9Ju+A3GQYDl5gnxql/f0k85+IYvNn+CTObJmltvP/xwbDprWZ2dNhnDPBTPKnv/wKfjb2QdV0zOJMZaKTs8wpj8X6IZ2jaCNg/1E7rORx4zszWB84DvlX33iNmtkVY6jPVX4AnRd4gLLt09CWbkINXJtMFJOyw3xqYamaPhmb0r/EE0/XsjfdNA/wG+GBv4ynluSzfZma1boOf491CUeTglcl0AZIKLcAISVPqlqMapEbhyXxrTA/rmm4T+vVeoCdD/TqS7pJ0k6T31W1fn0KvmWbHdNuMgUxm4CHBUgVH3Lz22qw+7LCfCaxpZrNDH9eVklIlaH4LOXhlMlVHgiHJ/sozgPrpf6N56xzX2jbTw933YcDs0CScC2Bmd0h6BJ+VMyPo9KbZMbnZmMlUnVrwKrK053ZgA0nryDPN7wdMathmEnBIeL4v8EczM0krhw5/JK2Ld8zXhrS8KOk9oW/sYHxsXRS55pXJVJ2ENS8zmyfp0/hc48HAj83sfkmn4wNcJ+ET1i+VNBWYgwc4gO2B0yW9ic8DPdrM5oT3jqVnqMQ1YYkij/PKZCrO2KFDbcqIEYW21cyZXTNINde8MpluIF2fV2UYeN84k+k2Bg0qfrexi8jZg7qgrFXTrVJZ+0s3Uihlh311aDNDvnJZWFLoVqmsVdOtUln7UzdGa8zSS5ttummhhYHiKqGcPSiZZkV1H8Nte5Lp9oVm0J1GtX7bJ4HVaq8tIgHH2GWWsSkbbljsc++6q2s67DsZ57WWpH3rTQJ7m8/UhGYnLMCacpaWZ1XplN50Vymh16tmSb2q6rbKVRCjm7SskjaTtEMqXUmrhschkg6leeAqrFv/H5G0nKQjJd1OXeCKZoA2GzsJXi/ijpVPSDpL0nrAUZLeU3D/3rKt/B0fK/JHSSt3UKbedBcAV8jtOzqlleZ8xTm8Vi170JwW68tmDxrJWxN6lNYM58ok3La5FYV1JW0I3BCC1r9wt4TnyupK2gfYXdKWki7Ep8+cGso8vdedO6HWYV9k6SI6yR50DD6Z8vPAe3F30vHATZKOLKDRLHNOTfdG4HxgK+AvkjqZtNlMdz4+wG5b4IIOa4itNMHvzhb5rp3ovkGa7EHRGW6acFuTdTG6X6V5DsQy2XiG4olW1sKnm1xJxG8gaSvcRntj3H/+AmBd4NOd6sqzEH0Td1y4CB+1virwcWBdM/sGnsMgTfagAVrzatep2DJbCrBHeL/WiXkRbayWaZGFBffDn1Wn9W9gvQ47P2u6j+FXzAvw+VMGnFCyQ7W+rCcAE/GrZ+nkDA26c4BrUnReBt3nejtmJTT/Fzi32TErobU+3kH9feDoGE08AF4Sju1DwH/hCTQOLKMb9n2h7vx7CFin3XnbQmtF4No6rZdpkWykXjfmOI1ZfnmzD32o0MJA6bDvDUnb4WZlI+uWR4HTrIQNcZgTtR6wCbApbrEx3nqmF5Qp4yC8Nrc7cKmZPVpWq05zLO7rflOsVtDb0cxuSKT1TmC6mb2USC9l2T4C3GNmjyTQ2gYPOJPM7MF227fRWgc4CT937wPuBZ6wEn8MeSKPs4Hl8GTKz4TH283snphy9sbYYcNsyrbbFivjNdd0TYd9nh6UyVScsSusYFO2377Qtrr66q4JXl3WCM5kBiBpLXEqw8D7xplMtzFApwfl4JXJdAO55pXJZCpHbjZmMplKkoNXJpOpJDl4ZTKZSjJAg1dOwJHJVJ1a6rNEcxsl7SLpQUlTJZ3U5P0lJU0M798mae2w/kOS7pB0b3j8f3X7/Dlo3h2WsqYJCxl44TqT6TYS1rzCTJcfAh/CJ4/fLmmSmf2zbrPDgefMbH1J++HT8T6BT/Hb08yelLQJnsSjfp7ygWY2JUlByTWvTKb6pJ2YvTUw1cweNbM3gF8Dezdsszfws/D8N8AHJcnM7jKzJ8P6+4GlS7q6FCIHr0ym6nQWvEZImlK3HNWgNgp4ou71dBatPS2yjZnNwye1r9SwzT7AnWY2t27dT0KT8aslnF7eQm42ZjLdQPFm46y+ntsoaWO8KblT3eoDzWyGpOVxK6ODgJ/HfE5OwNEFZa2abpXK2l+6UUJpzQhnsKiD7uiwruk2koYAw4DZ4fVo4HfAwfUOImY2Izy+BPwKb55G0S5cCzd7u1gSZvarsh8UDvjFwDJh1WKrW6WyVk23SmXtZ93ypB0qcTuwQbAKmoE7HDcG60nAIcD/AfsCfzQzk7QC8AfgJDO7pad4GgKsYGaz5E7EewDRVkuLTQIOSUub2WsJdR83s1b+42U1F9dkDpXR7SPNVYEpvLVvppRu/bnYX7+txSTgWGstm3LiicU+97jj2lriSNoN+C7uRvxjMztT0um4keEkSUvh1ttb4oaa+5nZo5JOBU7GXZZr7ISbUP4FWCJo3gB83szmd/A131rODoIXwLHAHcA9eK3tHODMWpWw1w/yqnGzA2TABsCZ+K3Vn5lZ4Wp0L7oAW5vZ7UW1ipTVzErf5Mi66TUl7Y27qrbKd19YN9wZ+wIwHO+P2QF3fi2lK2kj3DX2s7hB4ZbAWGAMDbWZ6OB1yimFttW4cV3j59XJyfIycARwM/AS7vd9KDBV0tmShrfZv1XCgnnAVOBjwI+BWySN6aBcvSVC+D9Jp4Zqaye00jS5k2pZqpaAY2ZKXbmbaqs/aUea8kw8E3Dv+hG4RXNpXUm74k6qZ+J5Gu4GDsYTz3SkK2ktST/BXVn3Bx7A78hdA3wUHw81q0i5CjFAPew7ScAxzszGAMvjnvOTgaWBpfBkAo9KOkmtx3W0ShJxKF61rJXlPfjAuP9WsVRozXQX4Ld4p+FXvt9KWr2AVm+ab+DV3a/JB+CVoZnuXBbfBBzXA41N+VK6knbEL35/wH/L0prhbtZkYFf8wncf7jvfcVkljZZ0Je7Xv35Y/RqwkZm9C08QU+i3lTRc0nmhLIfi5/RKeHKZTYG3mdl2ZvZZvDaWE3DE0JvBPb0n4PgoMA4fsPZuvP2+VBu9Vgk43g5shmdrWQXvxFRRI/5WujFLX2hm3cWzrHiQWQ7P8LM+sAWwRhndoLMenrlqH+A44P3tyhvzvcesu67ZxImFFnICjkwms7gwdv31bco55xTaVvvs0zV9Xl1Wj8xkBijd1iQswMD7xplMtzFALXEG3jfOZLqNHLwymUwlydmDMplMZck1r0wmUzlyszGTyVSSHLwymUwlycErk8lUkhy8MplMJallDxpg5OCVyVSdXPPKZDKVJAevTCZTSXLwymQylWUABq+cPagLylo13SqVtb90I4WSmhFK2kXSg5KmSjqpyftLSpoY3r9N0tp1750c1j8oaeeimqVoY9JmYXmFBgM2YEc899pKHRjFvVKnuVAX9/Q+Cli9pAFdo+5c4HNlTc56K2uMeVrWTa+J20pvAVyWQhc3xvwCMCq2vHh6sGOAzdr9DjHHacxWW5nNnVtooY0ZIZ4g4xHcGHQo8A/cVbZ+m2OBC8Pz/YCJ4flGYfslgXWCzuAimqWOfZsvUn/Ange+UbdcGNbPx/3svxwK39QBFXeMtCbL83gij9rrO4DxeEBr66bai64B/wza7wOGdHACt9J8EdgZWLLkH62V7rSog9h3uo+n0sXtw/fBcyFEaeLW47sC/11XxnlldPGMNjsA5wIPhn1eqDvPny+qi7dktg773V33/zir4b/zFt2Y4zRmzBiz+fMLLbQPXtsAk+tenwyc3LDNZGCb8HwI7sevxm1r2xXRLLN00lAeBryz7vWy4XEQfrXaEE959Ahe82lkzV501697vR7wDtwH/CE82UdvtNIFWLtO6wGKJz1opbl80Lsf98jvlFa6vX2H/6Tu6IS6o/HfbtkW73eiORI/3zYEVgvrBpfUHR7K9Y66bQfRc64P60C3dn68A69l1Hg7HqTqaaVbigXFc+mMkDSl7vUEM5tQ93oU8ETd6+m4zTvNtjGzeZJewL36RwG3NuxbS0fXTrNjOglej5nZvrUXkvYC7gSuBv5u7dOVPU6L/Hd47Wha0LrZzN7soFytdJ8B1rYSuSB70XzMzFqlworRTZE9aLHWNbMHgAckHRWraWaPAecB54VEpzvj6c+W61TXzJ4BLgIukrQM3h2yO3C6eXr6aUXLa2Yv4PkML5U0FNge2BP4qZndVb9tL7odYwbz5hXefJZ1iQ10J9mDFsmWYmaTzOwUM7u1QOCCXjLcBI3Pm9mfOgxcvemeUDJw9VrWknpZt480zex5M5uIJ4OJ0jWzV8N5Pc56cpGWKq+ZvWFmN5jZZxsDVy+6pagFryJLAWbgfXU1Rod1TbcJaQWHAbN72beIZue0af8uFtld/hO6VSpr1XSrVNb+0o3R2XzzMTZ7thVaaN/nNQR4FO9wr3Wub9ywzXEs2mF/eXi+MYt22D+KN+fbapZZcvagTKbibLHFWLvuuintNwRGjlTb7EGSdgO+iweeH5vZmZJOxwPfJElL4c3jLYE5wH5m9mjY9xTgMPwGyufM7JpWmh1/0cZy5uCVyVSbzTcfa9dcUyx4jRrVPnhVhYE3LDeT6TKssw77riEHr0ym4uTglclkKkkOXplMppKYweuv/6dL0f/k4JXJVJxc88pkMpUkB69MJlNJcvDKZDKVJQevTCZTOXLNK5PJVJIFC/LdxkwmU0FyzSuTyVSWHLw6QNL7cD+wp8LyopWc5S1pOeANM3ujbHkymRRIEm7pMsjMSvltBY0VgVXDMseae3olYaDWvEplD5K0PPAe4M/Av3A/7pcknSZpyV70WmVh2R6YK+kNSXMkPS7pAkmFrHIbdJ+UdLOk30j6vaQbJP1S0upFtFpoPi7pdEnHSTpf0iadaPWiO13SOWW1muhOT5zlZz9JR6XInCNpR0nfk3SEpK9JeqyspqSNJU2SdL2kqyX9j6SfS/pMp2WVNFrSb8Nv9zzwJm4Xvk7dNoWyB0kaLuki3AZ9FnAfcD2wbrCRadw+SfagWvBKZEZYHdoYk9USBLyG+/f8Eg9WC/DMJ2+G968ENilgvNYsy8/f8QNdWzcDNzhrm3yjF9365RfACiVM4pppzgM+Gmk+16j7Kothlp+ge0aT3yAm08+XWxyjMll+1sIvnjWNZ4DXy+jiSThOwBOs1PZ9IpzzE8IxKqyLJ/T4v7rj+0b4r9yN21UfA3yVRNmD1lprjP3oR1ZooY0ZYZWWXv28JNW/ORf3+r4jLI8DvwXGm9nfWor0aE2juWf3i/if74Sge4aZtUu6UUTXgAPN7LKiWgU0nzazVTvVK6D7mJmtPRB0Jc3Gm1TRmpIG42nKzsAvLEvH6EpaDfgWnvHnGjwIHYEHt450Q9NxL+Bg/PzeBM+INTY8blW/vZmpSBmbsdZaY+2UU4r5eY0b1z1+Xp0ELzOzQXXvDcbtawv1c4WqcbMDZGY2SNLqZvZkwXIX1u1Ur680s26fam6JX/iS6Nafi7HlbfU/adSNDV4nnlgseB13XPcEr04O6iLZUsxsftHA1Wz/xvVlAlcR3cVIM+v2kaZ5Z3gy3YZzMUq3l/9J7LGp+4yB2edVOntQCQZshpus2+ea3aJbiv4KXpJWDDdJHg6Pw1tsd0jY5mFJh4R1y0j6g6R/Sbpf0tl12x8q6VlJd4fliCLlaRe8DM+reKSZ/argd2wu5PsfGfQWa90qlbVqulUqaz/rRmj1W83rJOBGM9sAuDG8XgRJKwKn4UlltwZOqwty3zazDfHEHdtK2rVu14lmtkVYLilSmJyAI5OpOKNGjbVx44r1eZ12Wvk+L0kPAjuY2cxwc+PPZvaOhm32D9uMC68vCttd1rDd94D7zOxiSYcCY83s052Up3RnbiaTWTzosOY1QtKUuuWoDj5qpJnNDM+fAkY22WYUPsykxvSwbiHyLOd74rW3GvtIuieMz6xPUNuSPD0ok6k4teBVkFm91bwk3YDPCmjklEU/06xhNEIh5Bm2LwO+byHXI3A1cJmZzZU0DvgZ8P/aaeXglclUnA6DVxst27HVe5KelrRaXbPxmSabzcDHx9UYjQ8mrjEBeNjMvlv3mbPr3r8EKDTrJDcbM5mK048d9pOAQ8LzQ4CrmmwzGdgpTJUaDuwU1iHpDGAY8Ln6HUIgrLEX8ECRwuSaVybTBfTTGK6zgcslHY7fJf04gKSxwNFmdoSZzZH0DeD2sM/pYd1ovOn5L+BOn4DA+eHO4mck7YXPkpgDHFqkMPluYyZTcVZeeax95CPF7jZefHH3jLDPNa9MpuKk7POqEjl4ZTIVJwevTCZTWXLwymQylSPXvDKZTCXJ2YM6RNK6wBr4FIFVwuPrwLlmVuqnlLQEsAFu3LYecJGZzSlbxqA5HNgVuLVuRG+M3khgTTO7ve3GxfQ2MbP7EmmtATxjZnMT6aUs2w64i+fLCbS2xs+3G62kz3yd1jrA/sD9uG3zv82slC2zpJWAL+L/g2eAp8Py7wjLp7YM1JpXzCDVdwJ/AiYCPwC2BSaUCVyS3iPpbuBl/CS6GLi5bOCStK6kz0r6I/AssE1s4JL0Nklfx618k3gxSdoHGJdCK/BR4P0J9b4ZxvCk4BVgqjwPwNBIrTuB44FZkq6SdHi4qHSMmf2bHlfgqXguhr9IWruE1mzgp7iN+X8HzclAU+uYVGQ/r4JI2krShcCvcbtcgO8AO5nZsyX0hgAb4pM3h+J+9h8ws792qhX0VgC+D3wX+AA+NeGEMlpBb6ik4/ET+2t4bfDpsnp1ujvjc7wKjSYuyJ7AHgn1HgeulbRRrFCoqf4FOB/4p6RPSCp18TSzecAn8AnAe+FTSr5WNiia2S+AfXCv+WXwuX0bByvnTrUexO1gfhdWLQn8UdJZktYrU74i5ODVgHqypRwm6UhJt+MJM0bio2tPxX3ivxBOqF7RW7OwXIiPuP0WXtt6EtjezO7s5Eto0SwsD+Nzq17HA87Hi5StlWbQ+Q6wMl6LO7dTrSa6M4FrcW/00p74DbqHAx8Ejlei7EF4M2ol4B6lyUp0Cn7BWw/4OTCvrKaZPYcHrhfwY7QrHsBKZToys6uA3XC3hCvwFsXfJe3e5LztVdfMXgT2Dd/3EPziuQ1QM/HbN1wUc/agGKz3rCr1GVOexYPVqLr3h/a2f4NWq4w8vwCWBZYH1imq10Z3Ll5937BTvV40FwA/LaPXRjdFlp8DKJk5p43u+CbHK0oXTwW2IJUmPnduX7ymkyIr0WbhcWV8OszreMAtpVv/H8FbGOcCs/Gg+0ZNM+Y4LbvsGNtmGyu0MECzBy12mWj6SrdKZe1j3cfxmzLJdCU9gTsNpNQcBDxKdX6DpfAm74jaOotIwLHMMmNtww2LTQ+6667umR5UOntQxx80wDPcZN2+0+wG3djgtf76xYLXvfd2T/AqnT2oBAM6w03W7VPNbtLtGBugfV45e1D/aWbdvtPsFt1SDNTg1a6zcQEwjciO3zq9A4LeYq9bpbJWTbdKZe0v3RidoUPH2DrrWKGFgdJhn8lkFn+GDh1rI0YU6/OaObN7+rzy3MZMpuLYAJ0elINXJlNxBmrwygk4MpmKY/3UYS9pxTBDoDZToOmcTUmHhG0elnRI3fo/S3pQ0t1hWSWsX1LSRElTJd1WdF5pDl6ZTMXpr+AFnIQ7eWyAJ4w9qXEDSSsCp+HzO7cGTmsIcgea2RZhqaVOOxx4zszWB87Dpwu2JQevTKYL6KfgtTeeEJbw+OEm2+wMXG9mc8znn14P7NKB7m+ADxaZFJ/7vDKZimMGb75ZeG73CEn1tyYnmNmEgvuONLOZ4flTuEFDI6PwqU81pod1NX4iaT5uF3SG+XCHhfuY2TxJL+CGALN6K0wOXplM5TF63KnaMqu3oRKSbqC508kpi3yimTVMHyzCgWY2Q9LyePA6CHcXKUUOXplMV1A4ePWKme3Y6j1JT0tazcxmyrNcP9Nksxm4JVWN0binHmY2Izy+JOlXeJ/Yz8M+awDTg7/fMNx5o1eS9XlJWlXSPpKWSaAlSe+q3Y1IoLeCpPVTaAW9ZKZyklZPqDVC0uCEeinLlvI320TSkom03i7pHYm0RkraS26I2Y/Ual5Fligm4f5khMermmwzGdhJ0vDQUb8TMFnSEEkjYKHd+x64X1yj7r7AH63A6PmYWfEjgqnaf0t6ADcSXNIiPMUlrSnpZOCfuIFbx86sDXpLSfo8cFusVtBbQtIP8StGNOEkPyeFVuAjuOldKi4IV8IUHCTp80U6YgswH7hf0idV0o21jmnApZJulXSs3Ie+FOYOu2OB2ZKmSPovSbuFZlIfs6DgEsXZwIckPQzsGF4jaaykSwDMrdu/AdweltPDuiXxIHYPbqU+AzcgBfgRsJKkqcDnaXIXsykR87LeHgpQM2j7TITWcDz61kzqpgJvi9AbjEfyx4LeCbHzqIAV8dvDbwLDU8zNAn6F35lJMtcr/IbfSqg3Azg1kda7wrH4CX6Ri9W7OOjdjd/NUoTWurg5oOEGgRfSgdFmg5bC/rX/xRRglVTHpPlnbmHwXMGle+Y2lj3YmwF/BZ4PAefMyBNxadwTv3byjInUOwB4LuhNi/2z4MlGpga9G9OccBwQ9K5OpLc07lJwf7KTAx4B5gFbJ9AahNfODbgl9g+N36F6Leg9htuHx+h9vC7gnAkMitAajN/yfwV39b0cWCPVcXnr521u8HTBpXuCV0dVbknDJH0XuCP8md+BVx1P7USnQfMdwK3A5vgV60tmdkdZvZosbi39PPBVi0gFFpolH6Tndm+zdn6nmmvh2WXAbYZT8EE8gG0kT0uXgtfxP+IvJC0bI2SeTmxSeLkWi3bqltGbgSdZmYXXiqM6dMzscmAC8E3gCOCasn2uZjYf+CTwX8CmeAf0vySdqPjMSc0+kX7q81q8aHMFWWgBgt/WfAq4C3hv3TaFq+u81VrkfOAl4FJgOTz/Y8fV/wbdZ/HawgFhGVzy6lmvOTuU8/eU8NlvovsUPb74N6e4CuFN2lqzezZprGum4AHsZRLYweAJLn4Vjs9TsZrACnjH7/hwfMYTYV2DB/+3Aavhaf1mANs3OW+L+tfXXFuEp6V7DE84s2PjORZ3nDYzmF5w6Z6aV7sfv1aNno9XgT8NDCl5orVKwHFRmYDVRvf1yD9ZK80j4k6yprqvxQaaoPtqg26KBBxfxfv4kugCS+F9kW/0QVl/2+TciinrYODrIdAmKS/eGjgTb0reWn/M4r77pgaPFVy6J3h14mH/hJmt2XLjNlQp+USVylo13SqVNei2Gkke8xu8HfgHHsyBOA97aVPraZG3Y92u8fPKCTj6STPr9p1mN+jGBa9NzCueRdiwa4JXTsDRf5pZt+80u0m3JP0yzmuxIifg6D/NrNt3mt2iW5J8t7FZB2PlEhmk0q1SWaumW6Wy9pdunM5GBncXXAZIh30mk1n8kTYy+EXBrcd0TZ9XdpXIZCpPrdk4sMjBK5OpPIYPxxtY5OCVyXQFueaVyWQqR242ZjKZypKDVyaTqRy1Of4Di6SpzyStIWm5RFpLS1o5kZYkNZufVlZvxYRawxJqLZ/IqbSml7JsKX+zJPbgQWt0KuvsYAOd7Ht2xsAbpBodvCQNlrSHpKvxZJGvROoNkXQE8EfciiW2fG/DbVjWiNUKeu8DjkqkJeCsFFqBvYEtUwgFH7OUZRuf0Md+Z0lnBy/0WAYBt0naM0Hgfw64WtLPJW2b8kLSOwtw44siS/cQ62H/NeDfwNXAGODTVnLUa6gdfRi4F7f4vdjMXitbvqA5FrgTNzqMNThE0hjgD7jDaAr2B3ZPpAXubbVnIq2lgaPDd07BbOAGSaMTaP0OOB64KRg7lsbMHsez20wC/iLpvRFabwBH4q6sNwP3SjpeCZLStKfv5zZKWlHS9ZIeDo/DW2x3SNjmYUmHhHXLS7q7bpkVjE2RdKikZ+veO6JIeWJqXs/hPva1Gs1h5kb7HROuUF8C/gfYEE/AUTqfWwiEnwP+BqwH/LxsUK3T3AjPjLI8PVlPYvSWB76NmzBGE2ohu5AueC2Hux6cr/gkF+C/2drA9bHdAWb2Mm6jsA1wt6SPRpbtLNzDfjvgOkkfiyjbP4GTw8uNccPEqItwgU+ln5qNJ+E26Bvg5pdvSZQRms2nAe/GE9WcJmm4mb1kZlvUFtyY8Yq6XSfWvX9JkcKUtTUZgjcR9wVuAi4ws2vLaEFwYutJ5jEP+IqZxSQnXxm3qF4iaP4yQgtJ6+Bpy1fC695TY/QCX8UdO5MEL+B9uN3wGKVJWVYr13uAgxPo1QL+hngWmdj+tNrFbQVgw5jajZnNxs/nufj5MrP3PdryPdyJ9TrcIv2Yvm9C9kvw2hv4WXj+M+DDTbbZGU8qM8fMnsP/N7vUbxD8zFbB82CUpuO7jfLUUBPxk/B9+Mz4aTGFkHQgnlXmU7hXfFFntVa8CnwAT+qxjJk90Wb7dszCD9aRwHQzixrOHILLVuHlUElDQ5Mjhvoa1+70pJUqSy14LcD7mCZGNuOn4k3HpYHvE98B8yf8wglu1Xx2pN738D7WlXD/+l3N7OYyQma2QNKheDDcBrc5HyvpWDNLlbOg/hPpp874kWZWC+ytTBpHAfX/t+n05H+osR9e06pvDe0jaXvgITzbV9v/bEfBS9IWeH/DE3iGn6c72b+F5sLAZWa/lKSYJl64wl2A2zYfRp1bZQQL8KQMX8Q9yKMwsydDe39z3BZ5KPF/5om4k+hUEvTv4U2dnfDawymx/Y9mNl/S7riX+7H0XMFj9D6CH9+7gROJuMFgZq9KOt/MLFSSYgNYza/rSklbA1fifXT7mNn0suVs8Wl0MD1ohKQpda8nmNmE2gtJNwCrNtnvlEU+0X+nsv/T/fCcGDWuBi4zs7mSxuHnxv9rJ1I4eEnaH08O+SPg87G1j6C5SOCChU3IGA7Dq7Njwh8uRX/DMcCLwC8jm7P17ADcZGb/m0LMzG6Vu3PONbM7E+g9BDwkTyi8A/BoAs3bJD2K50LYFYj67qFZgqRPAn+QdLOZlW6K1M49MxufIoDV6T4QAtgvgDsk7RtTziafQAc1r1m9uUqY2Y6t3pP0tKTVzGympNWAZ5psNoNFM0ONxm+I1DQ2x/NgLLzAhmZ7jUsomIi51z4vSQskTZP0ezzIHGtmx5cNXJIOCHoLJD2LR9iFgass9bp4c+mn4c+XSvNbeDs+OnDVdIEvAB+QdECsZk0XDwinhnIn0cVPxu/XnQtRumb2LN7Z+7uEmtfjzcarJD2eQtfMxgPn4gFsfN15W0rXzF7A+4wuwu+6HttwjkXSL31ek/CWAuGxWRrAycBOkoaHu5E7hXU19gcuq98hBMIaewEPFCpNb2Zf9GRLWUBk5mT6IMtPL7pR2Wj6QrPCuq9X5Lc9EP93ptZNmpUoaH4YbxEszMwUV8Y1DS4suJQ3I8T7A28EHgZuAFYM68cCl9RtdxjefTEVr5zUazwKbNiw7izgfjwpyZ8a32+1dJKAY3HN7pJct0plrZpulcrax7ozgIV3hS0qAcda5l1+RTiua8wIc/agftLMun2n2Q26ccFrTYMvF9z6+K4JXjl7UP9pZt2+0+wm3RIYeXpQa6qWhSVnuFl8datU1v7WLUm/jbBfvGjTQVe5LCypdKtU1qrpVqms/aUbpzPK4KyCS84elMlkFhOkUebjfotwatf0eWUzwkymKxh4ZoQ5eGUylaff5jYuVuTglclUntrdxoFFahvoJSQtm0hLSmQpHfSSGcJJSjHZu6a1ZEqtlNYricuW8jdLeSxTnmPDUv7+ndH3ZoSLG0mCVwg0H8PNxaIvAXLbnV/iXk3RhAngOyfSWgWfl5iKk9tvUpjdcauiaCQtDZyQQitwesJgeJSk7RJpvUvSuYmC61Dcq2z7BFodMDCHSqTwsP8AcBtwOT4hOtbralfcCno5S2AdIndUvRR3VY3VGoJbzyT5E0raFPhiwqv1nrgVdApGAieqhdVvCdbFfbxScDfuyLpXAq2b8MnAUyRF+f+bTzr/K2598/twfPuBHLw6Qp544wd4oox3AX9nUVvXTvWWk3QBbpOyGj77vjShNngWcB7wgCXwHsOtOnYAUmgBnAksi1tLRyHPgLM76WygV8VrvkUnzbXjabzGdGQCrVvxqTVXSPpUjJCZLQAm4JbNt0n6SrhIleU8/LvuDvxD0mdjylecHLwKY2bz8ZOo1pA+0eIGja0JvDM8fxwobSsdajLfpOeP96eIctU0D6CnGdXMx6hTvW3pCTTNzN86ZWvc/nrb0OyOpVamz0pqdMIsQy3gny/p3TFC5m6kfwMGAxNiAxjwU7y7YwlgEyKOh7m//unh5WukMYZs96m4QUWRpXuIqXnVjAQPBs43sz9HlmU53C/9l7i9RunLRAii3wVeAp4kMnhJGoonGpmHnylRNa8QXE8LepAmeNUC4SDc1yuWWpmM+Kkw4L+ZAXOAzRM0lf+EH9tHiMxREJp7v8VT5H0wslzgnnLnAf+F+4Gl6p9rQW42FkZvdUD9XEwhJK2KNzm/DxyK2zjHcg7uD/QBerzOS2HuL38vfiXdA/fljmEQsA9+KfwSaW4D3YrXVi8iPoEEeO3yW8CDpGk63o/3LY0EboispYOfL2OBZUhzY+EE3Jr473hztHQHfuj3/ZItamjYxwFs4AWvjqcHNQlccQXwWs2NuOndrpbGrXQ7/Mq8lZndG6sXNK8EZprZMYn0NgHuAd4WmhopNH+D9+99NZHeWOD/gOUtUeIISTcBt5hZitockvbBHXnfafGJVpBnNfo7cAtweIIgi6Tx+B3qaEvp5vojrHhX50+7ZnpQRzWv1IEr8B08u8h+iQLXEOCHeFM2VeAahde4JrTbtgPGAA+mClx9xL14myTlXbMJwGFKk+0avAZ2C17DicbcrvnDeFq/JBeqvq+B5WZjr/RF4AodrZ8CPmKLmvDHcAyeE258Ij1wW9s7zeyuhJpj6JfO3PKY2Vw832KqrNngfUtL4E3IaELN6Hhgb0ktk0d0qPkA3oQ8T9L7EmmOp08DWA5eTemjwLU13rd1uJn9I5HmSOAMvL/hhUSag/F8jSlrXeD9NYt18ArcgZc1CaH5+TNgXELNh/DAcH7ohkiheRWe1OM3kkYn0hxPnwSwfLfxLahvs/z8De+4/XWMZr0unghzSRJ0gNdpvomnb0py2arT3Qb4shb/7EGDgIOUKNNP4EngQ4k1zwRGAE8l1P063v/1Z0mPpdC1FlmJ4orZP81GSStKul7Sw+Gx6QBmSddKel6edax+/TqSbpM0VdLE2oVGPq1tYlh/m6S1CxWod5OzxTvLT1/pVqms/aD7WoV+26SZjoLu4fjFMLXub+s147SGGexdcInKHnQOcFJ4fhLwrRbbfRC/g/D7hvWX433bABcCx4TnxwIXhue1bNrty9OmsPUHbFrkwZrWoLfY6laprFXTrVJZ+1M3TmuYwZ4Fl6jg9SCwWni+Gn7DqdW2O9QHL3xGxCw84Sx4y2NyeD4Z2CY8HxK2U7vy5OxB/aSZdftOsxt0LSp7kK7Fm8xFWAqvodaYYGaF+nMlPW9mK4TnAp6rvW6y7Q7AF81sj/B6BHCrma0fXq8BXGNmm0i6D9jFwlxmSY8A7zazWb2Vp9c5XDE/aBOtpPY7falbpbJWTbdKZa2KrpntkkpL0g00n/FxSsNnWkPlpt/JZoSZTGYhZtZyuImkpyWtZmYzJa1GZ3N8ZwMrSBpiPp5zNDAjvDcDn343PYzTHBa275U+uapkMpmuZBJwSHh+CHBV0R3N+6f+hA/+bdy/Xndf4I/WW39WIGcPymQyhQhuJZfjDjCPAR83szlhGtnRZnZE2O6vuCnmcngN6nAzmyxpXeDXwIrAXcAnzWxumEd6KbAlPnF/PzN7tG15cvDKZDJVJDcbM5lMJcnBK5PJVJIcvDKZTCXJwSuTyVSSHLwymUwlycErk8lUkhy8MplMJfn/yZCQyCWXfqgAAAAASUVORK5CYII=", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "def Fx(pos):\n", " pos = np.array(pos)\n", @@ -503,12 +383,316 @@ "ct.diffeomorphism = og_diffeo" ] }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Neuron Mapping" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "root_dir = Path(os.path.abspath(\"\"))\n", + "data_dir = os.path.join(root_dir, \"data\", \"mapping-files\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "velocity_path = os.path.join(data_dir, \"downloop_1_v.mat\")\n", + "affine_path = os.path.join(data_dir, \"downloop_1_A.mat\")\n", + "\n", + "ct = CloudReg_Transform(velocity_path, affine_path)\n", + "\n", + "im_path = \"precomputed://file://\" + os.path.join(data_dir, \"ch1_otsu_iso\")\n", + "vol_im = CloudVolume(im_path)\n", + "shp = np.array(vol_im.shape)\n", + "res_im = np.array(vol_im.resolution) / 1000\n", + "origin_im = (shp[:3] - 1) * res_im / 2\n", + "\n", + "axons_path = \"precomputed://file://\" + os.path.join(data_dir, \"axons\")\n", + "vol = CloudVolume(axons_path)\n", + "shp = np.array(vol.shape)\n", + "res_atlas = np.array(vol.resolution) / 1000\n", + "origin_atlas = (shp[:3] - 1) * res_atlas / 2" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# 1,22; 4,179\n", + "neuron_id = 1\n", + "branch_id = -1\n", + "\n", + "# get coords in proper cooordinates\n", + "skel = vol.skeleton.get(neuron_id)\n", + "coords = skel.vertices / 1000 - origin_im\n", + "\n", + "# apply affine transform\n", + "coords = ct.apply_affine(coords)\n", + "\n", + "G = GeometricGraph()\n", + "for id, coord in enumerate(coords):\n", + " G.add_node(id, loc=coord)\n", + "for edge in skel.edges:\n", + " G.add_edge(edge[0], edge[1])\n", + "\n", + "spline_tree = G.fit_spline_tree_invariant()\n", + "\n", + "# Target space\n", + "\n", + "fig = plt.figure(figsize=(18, 10), dpi=300)\n", + "ax = fig.add_subplot(1, 2, 1, projection=\"3d\")\n", + "\n", + "G_transformed = deepcopy(G)\n", + "G_transformed = transform_geometricgraph(G_transformed, ct, deriv_method=\"two-sided\")\n", + "soma = np.array(G.nodes[G.root][\"loc\"])\n", + "spline_tree = G.spline_tree\n", + "\n", + "for i, node in enumerate(tqdm(spline_tree.nodes, desc=\"Target space\")):\n", + " if node != branch_id and branch_id != -1:\n", + " continue\n", + " spline = spline_tree.nodes[node][\"spline\"]\n", + " u = spline[1]\n", + " tck = spline[0]\n", + "\n", + " # trace points only\n", + " pts = splev(u, tck)\n", + " if i == 0 or node == branch_id:\n", + " label = \"Neuron Branch\"\n", + " else:\n", + " label = None\n", + " ax.plot(pts[0], pts[1], pts[2], linestyle=\"-\", label=label, color=\"red\")\n", + " derivs = splev(u, tck, der=1)\n", + "\n", + "# Plot displacement field\n", + "xmin, xmax = ax.get_xlim()\n", + "ymin, ymax = ax.get_ylim()\n", + "zmin, zmax = ax.get_zlim()\n", + "xs = np.arange(xmin, xmax, (xmax - xmin) / 4)\n", + "ys = np.arange(ymin, ymax, (ymax - ymin) / 4)\n", + "zs = np.arange(zmin, zmax, (zmax - zmin) / 4)\n", + "\n", + "og_coords = np.meshgrid(xs, ys, zs, indexing=\"ij\")\n", + "og_coords = np.array(\n", + " [og_coords[0].flatten(), og_coords[1].flatten(), og_coords[2].flatten()]\n", + ").T\n", + "new_coords = ct.evaluate(og_coords)\n", + "\n", + "displacements = new_coords - og_coords\n", + "ax.quiver(\n", + " og_coords[:, 0],\n", + " og_coords[:, 1],\n", + " og_coords[:, 2],\n", + " displacements[:, 0],\n", + " displacements[:, 1],\n", + " displacements[:, 2],\n", + " length=20,\n", + " label=\"Scaled Displacement Field\",\n", + " alpha=0.75,\n", + ") # length\n", + "\n", + "ax.w_xaxis.set_pane_color((1.0, 1.0, 1.0, 1.0))\n", + "ax.w_yaxis.set_pane_color((1.0, 1.0, 1.0, 1.0))\n", + "ax.w_zaxis.set_pane_color((1.0, 1.0, 1.0, 1.0))\n", + "\n", + "#ax.legend(fontsize=12)\n", + "plt.axis('off')\n", + "\n", + "ax = fig.add_subplot(1, 2, 2, projection=\"3d\")\n", + "\n", + "for i, node in enumerate(tqdm(spline_tree.nodes, desc=\"0th order mappings\")):\n", + " if node != branch_id and branch_id != -1:\n", + " continue\n", + " spline = spline_tree.nodes[node][\"spline\"]\n", + " u = spline[1]\n", + " tck = spline[0]\n", + " pts = splev(u, tck)\n", + " pts = np.stack(pts, axis=1)\n", + "\n", + " # dense line points\n", + " tck_line, u_line = splprep(pts.T, k=1, s=0)\n", + " u_line = np.arange(u_line[0], u_line[-1] + 0.01, 0.01)\n", + " pts_line = splev(u_line, tck_line)\n", + " pts_line = np.stack(pts_line, axis=1)\n", + " trans_pts = ct.evaluate(pts_line)\n", + " if i == 0 or node == branch_id:\n", + " label = \"Continuous Mapping (Ground Truth)\"\n", + " else:\n", + " label = None\n", + " # ax.plot(\n", + " # trans_pts[:, 0],\n", + " # trans_pts[:, 1],\n", + " # trans_pts[:, 2],\n", + " # linestyle=\"-\",\n", + " # color=\"red\",\n", + " # label=label,\n", + " # )\n", + "\n", + " # Transformed points\n", + " trans_pts = ct.evaluate(pts)\n", + " if i == 0 or node == branch_id:\n", + " label = \"Discrete Mapping - 0th Order\"\n", + " else:\n", + " label = None\n", + " # ax.plot(\n", + " # trans_pts[:, 0],\n", + " # trans_pts[:, 1],\n", + " # trans_pts[:, 2],\n", + " # linestyle=\"-\",\n", + " # label=label,\n", + " # color=\"blue\",\n", + " # alpha=0.5,\n", + " # )\n", + " derivs = splev(u, tck, der=1)\n", + " derivs = np.stack(derivs, axis=1)\n", + " trans_derivs = ct.D(pts, derivs)\n", + "\n", + "# act on derivatives\n", + "soma = np.array(G_transformed.nodes[G_transformed.root][\"loc\"])\n", + "spline_tree = G_transformed.spline_tree\n", + "for i, node in enumerate(tqdm(spline_tree.nodes, desc=\"1st order mappings\")):\n", + " if node != branch_id and branch_id != -1:\n", + " continue\n", + " spline = spline_tree.nodes[node][\"spline\"]\n", + " u = spline[1]\n", + " u = np.arange(u[0], u[-1] + 0.01, 0.01)\n", + " chspline = spline[0]\n", + " pts = chspline(u)\n", + "\n", + " if i == 0 or node == branch_id:\n", + " label = \"Discrete Mapping - 1st Order\"\n", + " else:\n", + " label = None\n", + " ax.plot(pts[:, 0], pts[:, 1], pts[:, 2], linestyle=\"-\", label=label, color=\"green\")\n", + "\n", + "ax.w_xaxis.set_pane_color((1.0, 1.0, 1.0, 1.0))\n", + "ax.w_yaxis.set_pane_color((1.0, 1.0, 1.0, 1.0))\n", + "ax.w_zaxis.set_pane_color((1.0, 1.0, 1.0, 1.0))\n", + "ax.grid(True)\n", + "#ax.legend(fontsize=12)\n", + "plt.axis('off')\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Soma Mapping" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Neuroglancer coordinates: in voxels (with voxel size printed)\n", + "\n", + "Cloudvolume skeleton coordinates: in nanometers\n", + "\n", + "SWC: in microns - add offset, then subtract origin of image (in transform.txt), which is in nanometers" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "root_dir = Path(os.path.abspath(\"\"))\n", + "data_dir = os.path.join(root_dir, \"data\", \"mapping-files\")\n", + "swc_dir = os.path.join(data_dir, \"all-swcs\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "velocity_path = os.path.join(data_dir, \"downloop_1_v.mat\")\n", + "affine_path = os.path.join(data_dir, \"downloop_1_A.mat\")\n", + "\n", + "ct = CloudReg_Transform(velocity_path, affine_path)\n", + "\n", + "im_path = \"precomputed://file://\" + os.path.join(data_dir, \"ch1_otsu_iso\")\n", + "vol_im = CloudVolume(im_path)\n", + "shp = np.array(vol_im.shape)\n", + "res_im = np.array(vol_im.resolution) / 1000\n", + "origin_im = (shp[:3] - 1) * res_im / 2\n", + "\n", + "axons_path = \"precomputed://file://\" + os.path.join(data_dir, \"axons\")\n", + "vol = CloudVolume(\"precomputed://https://open-neurodata.s3.amazonaws.com/ara_2016/sagittal_10um/annotation_10um_2017\")\n", + "shp = np.array(vol.shape)\n", + "res_atlas = np.array(vol.resolution) / 1000\n", + "origin_atlas = (shp[:3] - 1) * res_atlas / 2\n", + "\n", + "image_origin = np.zeros(3)\n", + "coord_to_pos = {\"x\":0,\"y\":1,\"z\":2}\n", + "with open(os.path.join(swc_dir, \"transform.txt\")) as f:\n", + " for line in f.readlines():\n", + " if \"o\" == line[0]:\n", + " image_origin[coord_to_pos[line[1]]] = float(line.split(\":\")[1])\n", + "\n", + "image_origin /= 1000" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "file_list = os.listdir(swc_dir)\n", + "\n", + "soma_coords = []\n", + "for file in file_list:\n", + " if \".swc\" in file:\n", + " trace = NeuronTrace(os.path.join(swc_dir, file), rounding=False, read_offset=True)\n", + " point = trace.df.loc[0]\n", + " if point['parent'] >= 0:\n", + " print(f\"Could not find root node in {file}\")\n", + " else:\n", + " soma_coord = np.array([point['x'], point['y'], point['z']])\n", + " soma_coord = soma_coord - image_origin\n", + " soma_coords.append(soma_coord)\n", + " #print(f\"{file}: {soma_coord/[2.92,2.92,5]}\")\n", + "soma_coords_target_microns = np.array(soma_coords)" + ] + }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "soma_coords_target_microns_centered = soma_coords_target_microns - origin_im\n", + "soma_coords_affine_microns = ct.apply_affine(soma_coords_target_microns_centered)\n", + "soma_coords_atlas_microns_centered = ct.evaluate(soma_coords_affine_microns)\n", + "soma_coords_atlas_voxels = (soma_coords_atlas_microns_centered + origin_atlas)/10\n", + "print(soma_coords_atlas_voxels)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Mapped somas: https://ara.viz.neurodata.io/?json_url=https://json.neurodata.io/v1?NGStateID=ogqVgQK2cnmsHA" + ] } ], "metadata": { From e84a0743be0435b1b3beaf3d7869f7fc49ba9823 Mon Sep 17 00:00:00 2001 From: Thomas Athey Date: Thu, 16 Mar 2023 10:03:59 -0400 Subject: [PATCH 02/15] updates --- experiments/map_neurons/lddmm-figure.ipynb | 296 ++++++++++++++++++++- 1 file changed, 294 insertions(+), 2 deletions(-) diff --git a/experiments/map_neurons/lddmm-figure.ipynb b/experiments/map_neurons/lddmm-figure.ipynb index 6035f557b..d5d3108f9 100644 --- a/experiments/map_neurons/lddmm-figure.ipynb +++ b/experiments/map_neurons/lddmm-figure.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -31,7 +31,7 @@ "from matplotlib.cm import ScalarMappable\n", "from mpl_toolkits.mplot3d import Axes3D\n", "import pandas as pd\n", - "from scipy.interpolate import splev, splprep\n", + "from scipy.interpolate import splev, splprep, RegularGridInterpolator\n", "from scipy.spatial.distance import cosine\n", "from scipy.stats import wilcoxon, pearsonr, linregress, norm\n", "from tqdm import tqdm\n", @@ -752,6 +752,298 @@ "ct.diffeomorphism = og_diffeo" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## What is registration" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Downloading: 100%|██████████| 58/58 [00:02<00:00, 19.85it/s]\n" + ] + } + ], + "source": [ + "vol = CloudVolume(\n", + " \"precomputed://https://open-neurodata.s3.amazonaws.com/ara_2016/sagittal_25um/average_25um\"\n", + ")\n", + "im_og = np.array(vol[:, :, :])" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(528, 320, 456, 1)\n" + ] + }, + { + "data": { + "image/png": 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" + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "d = np.arange(im_og.shape[0])\n", + "v = np.arange(im_og.shape[1])\n", + "h = np.arange(im_og.shape[2])\n", + "\n", + "image_interp = RegularGridInterpolator(\n", + " (d, v, h), im_og, bounds_error=False, fill_value=0\n", + ")\n", + "\n", + "plt.imshow(im_og[280, :, :])\n", + "print(im_og.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 230, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-38.136300001326454\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "v_mat, h_mat = np.meshgrid(np.arange(0, im_og.shape[1], im_og.shape[1]/11), np.arange(0, im_og.shape[2], im_og.shape[2]/11))\n", + "v_flat = np.reshape(v_mat, (-1, 1))\n", + "h_flat = np.reshape(h_mat, (-1, 1))\n", + "y_displacements = deformation(h_flat, v_flat)\n", + "y_displacements = np.reshape(y_displacements, v_mat.shape)\n", + "\n", + "plt.imshow(im_og[280, :, :], cmap=\"gray\")\n", + "plt.quiver(\n", + " h_mat,\n", + " v_mat,\n", + " 0*y_displacements,\n", + " -y_displacements,\n", + " scale=1,\n", + " scale_units=\"x\",\n", + " facecolor=\"red\",\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 232, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(456, 320, 528)\n" + ] + } + ], + "source": [ + "v_mat, h_mat, d_mat = np.meshgrid(v, h, d)\n", + "\n", + "print(v_mat.shape)\n", + "v_flat = np.reshape(v_mat, (-1))\n", + "h_flat = np.reshape(h_mat, (-1))\n", + "d_flat = np.reshape(d_mat, (-1))\n", + "\n", + "v_displacements = deformation(h_flat, v_flat)\n", + "new_v = v_flat - v_displacements" + ] + }, + { + "cell_type": "code", + "execution_count": 233, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
<matplotlib.image.AxesImage object at 0x15da92910>\n",
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" + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "points = np.stack([d_flat, new_v, h_flat], axis=1)\n", + "new_im_flat = image_interp(points)\n", + "new_im = np.reshape(new_im_flat, v_mat.shape)\n", + "new_im = np.swapaxes(new_im, 0, -1)\n", + "new_im = new_im.astype(\"uint16\")\n", + "plt.imshow(new_im[280, :, :], cmap=\"gray\")" + ] + }, + { + "cell_type": "code", + "execution_count": 234, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(144, 1)\n" + ] + }, + { + "data": { + "image/png": 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" + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "v_mat, h_mat = np.meshgrid(np.arange(0, im_og.shape[1]+1, im_og.shape[1]/11), np.arange(0, im_og.shape[2]+1, im_og.shape[2]/11))\n", + "v_flat = np.reshape(v_mat, (-1, 1))\n", + "h_flat = np.reshape(h_mat, (-1, 1))\n", + "y_displacements = deform_inv(h_flat, v_flat)\n", + "y_displacements = np.reshape(y_displacements, v_mat.shape)\n", + "\n", + "print(v_flat.shape)\n", + "\n", + "\n", + "plt.imshow(im_og[280, :, :], cmap=\"gray\")\n", + "for row in np.arange(y_displacements.shape[0]):\n", + " xs = h_mat[:,row]\n", + " ys = v_mat[:,row] - y_displacements[:,row]\n", + " plt.plot(xs,ys, c='red')\n", + "for col in np.arange(y_displacements.shape[0]):\n", + " xs = h_mat[col,:]\n", + " ys = v_mat[col,:]\n", + " plt.plot(xs,ys, c='red')" + ] + }, { "cell_type": "code", "execution_count": null, From 83020db9794e64794c25c3cfd22a377034393ced Mon Sep 17 00:00:00 2001 From: Thomas Athey Date: Tue, 21 Mar 2023 10:51:25 -0400 Subject: [PATCH 03/15] fig updates --- experiments/map_neurons/lddmm-figure.ipynb | 70 ++++++++++++++++------ 1 file changed, 53 insertions(+), 17 deletions(-) diff --git a/experiments/map_neurons/lddmm-figure.ipynb b/experiments/map_neurons/lddmm-figure.ipynb index d5d3108f9..4bd9eeb19 100644 --- a/experiments/map_neurons/lddmm-figure.ipynb +++ b/experiments/map_neurons/lddmm-figure.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -31,6 +31,7 @@ "from matplotlib.cm import ScalarMappable\n", "from mpl_toolkits.mplot3d import Axes3D\n", "import pandas as pd\n", + "from scipy.ndimage import gaussian_filter\n", "from scipy.interpolate import splev, splprep, RegularGridInterpolator\n", "from scipy.spatial.distance import cosine\n", "from scipy.stats import wilcoxon, pearsonr, linregress, norm\n", @@ -769,14 +770,14 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Downloading: 100%|██████████| 58/58 [00:02<00:00, 19.85it/s]\n" + "Downloading: 100%|██████████| 58/58 [00:01<00:00, 42.49it/s]\n" ] } ], @@ -789,7 +790,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -801,7 +802,7 @@ }, { "data": { - "image/png": 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" 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pHnSC0MUNwBboc9ny2toaYrEYyuUyurq6EIvF0N3djXQ6jTAMXegYoyoYs8tYXhvRoWzetpON1WU+yfqtxeEDXi2XTuC+/uCb4H2yg0aAMKzNatcE4Y2NDSSTSRQKBTz//PM4e/Ys3nvvPfzsZz/Dm2++iaWlpT37qu037b7b7Rl7pYOw1k7S7cAPX7orgLcTwP0o3n2zppZvoPie77sum83i2LFjeOaZZ/DII4+gXC6j1WphdXUVa2trO1ZI+bzb+r8d8O3YrgJAu86ugKQmN5+vwEFQ1gGoZjGwvXeDb7kuy8H/VbPkcxkWlsvlsL6+jiAIkMlkUCwWsbm5iVwuh0QigY2NDRdLHIvF3KY9mghQALys0WcV8X+VcnzXt6v7dqFr2ocU5H3A2479plKpCBPWxTC6QGZzcxOpVArpdBqPP/44HnroIVy+fBmvvPIKzp07h1qt1tGiHx/A3grQ/HXiwK14/10BvL9JyccOdmPB6XQap06dwlNPPYXHH38clUoFm5ubjt3SjCTzUzBSZquSgpUXLFhYILF5tZKCgoQFWrJQZbs6sagO6YsZVhBPJpORZ1rGq/sgcGEFy5NIJJDJZJDNZiNbT6ZSKQfa/LvdQgeNmFCHmWWwfJ+Pwdp6bSel+MDZtoevT2m+lJ1bcNXPlAkrY2aoIR1xDz74IE6dOoWPfexj+NnPfoZz585hfn6+YyvOl9//VNNvBPD6mOhBdKV2z+lUy9mNESvw8P92bDoIAuRyOZw6dQrPPvssHn74YeRyOTSbTSwtLbmwnzAMIwzWp9vyb2WI/F8lhnaMF0BkIGveLSi3CwOz5fWBq2VgCgIsSxhuadvKmm25CaZra2sRME6lUpHlybp9pYal8RnME9/BfHGzc40OYV22q29bt7tZD9pHtO5sO/E6K9f4JBG1KprNJhKJRCTqgvWqQKyaNCd4WhL33XcfTp48iRdffBE//elP8Ytf/AL1ev1AK+M6SfuxNK3M0cl9two/9pN+I4DX6oP6e7/P6eQz4GCyQyfArLtkPfroo8hms25FmXqYddmoD3z4mdUP223E4gMEO5A1n8qQtf59zwCiS32VOetmMhrypoNYy0knmpUzOAG1Wq3Izl9aT5QS0un0DrOeK798WixTq9Vy+VSGqDIIAdwCr4KmfqZ1aeu5HQDzHtuGdmJU8LW6rv3cRkLob/tDq+Lo0aM4cuQInnnmGfz0pz/Fz3/+c7cxUbv+b/tFJ2k3EL3V4/52Ay7TbwTwArdOOwL8jGM/93Y6y+qzU6mU03Afe+wxFItFNJtNNBqNHdqt1WwVbC3I6n36o5KCj6kqy/WxcwscKjNo2RSctD6V4RLINN7YasUAImxY86JsE4DXzCfwplIpB7A+XZXv0o1otB6YbxsTrazYhpNpG1gJoZ0zzda/r3/p9e0sDtXNucDEAq+VeXxOOdV+1ZmbTCZx+PBhDA4O4uzZs3jllVfw2muvYXFxcU+SYdPNgJ5v3O2HJX/U8sddA7z71Y52u36vivYx6N3eZe9r93z9jH/H43GMjIzgueeew8c+9jEUCgVsbGxgaWkpcg3NYv1R8NAy66DWv/ks/Z9ed5tPHfA+NuuTJpTJWsBQ4LJLajmIub+snlGmTFajCTQ/QRA4yUClCZaP9acar2WddtcvrTf1/isgcZLg9Zubmy6vmkf+1u+spdFOC1Yw1NQJyVAg5nNVg/cBL9vKtpkuL6f00Gw2nWM3Ho/j9OnTOHnyJJ566in8zd/8Dd544w23Kb0+15bjoONNPz8o6doPybqVAH3XAO9+C7wbCHfyrINWcKfMOwi2Vpo9++yz+OQnP4muri60Wi0sLS1FFgboCiM6f1Sj9L1XwcMHjtZ8bpc/Jp+maH/bOuBvdUopWOnhkARdu68BJwWCBZ+pbaNywm6mPIFXz0tTYFJrAIjujduuXCyHTpC+eF29PwxDJ5eQmWs7an3zb5/UY6UQHwDZCUDrw+rs+r9NLGs6nY5MmARg3Rs5mUzi/vvvx/Hjx3Hu3Dl873vfw/Xr19vuB3EzEoHvObfzvlvJiu8a4O3UDNmLbd4qDWe32c+agDYP6XQaZ86cwWc+8xmcOHECYRg6hw2AyG5T/LEbnligsGxFmZSvHjopnwXVdnVnAUl/GObGgam/CbgrKysOgHXhh8oq9mQHZfQ+5m+Zue6G5juo0tanT5/1Ae/a2lrECUfwVcdbq9VyTkHeywgNfmblIq1vK+1YS2K3SdC2k0or+n4fSPN5NtSMsb6pVCoCwLopUCqVwsc+9jHcd999+NGPfoQf//jHmJ2djbyjnYRi061imgd5ji+fTDeTp7sGeG9VupWz1n4akp2+r68PL774Ip599lm3uoqLHui0IDgQKMh8NQ7XMjING9KkzijLxnYrlwV0Wxb+tj86SJUVWicaJQYCL49D17jZWGwrtlb3JfDl0weYvutYr7oLGpPVXy3o2vJyMtH9itk2NirA6qWUHKi72rA/K3doe9kJkWXtNKbWgrtq8Cp5qMOO7chJhQSAAMs+TPKgE1KpVMIXv/hFnDx5Et/73vfwzjvvRKyEvdJBJYR25b/Zezq1aPdKdw3w7gfgDnrvQVKn2lQmk8EjjzyCL3zhCxgZGcHm5qZbBURAJTDoiQwWdG0Eg4Y/EQysg8fHaDQpUFlmR3PfpwuqiWo94xp+pZqumqncO4HAS8bLRGZqN/ZhPn1SCuBf3hwE2zG7NlaZ91iHo2XS2qbK2vWECbYXwZhtom3KOGOfk1TfaVcU2glGmTH3BfYxc9vulG8ssNtJANhmuwRd/s9yKPslCBOAm80mVlZWkEgk8OCDD+Lo0aP40Y9+hL/+67/G1NTUjjq9W9JuWnWn6aaANwiCKwAWATQBbIZh+GQQBF0A/gzAUQBXAPxuGIbtY0y2n7Wr6dEO4G6l4L2ftNc79ftSqYTPfvaz+MQnPuFWU3HLPnZgKyvwt4/l2s+U9ajJzs/UcaIDV39bcPGBa7uQI+sFt7ouHTP8rQ41Hm2+uroakRloosfj8Uh4mYKJBSXmm3/bNvI50HiddUJaDZWfcZLRaAwydb5DJz+tB7YvWaECr4YF2ugTADusHOZF82zbUsuvYXz8n4nAzaOOlO0yr/F4PNK+/Iz7/OrWk4lEwvVx1fQzmQw+97nP4ciRI/jWt76Fy5cvR9rydhOkW/X8WyFX3grG+8kwDGfk/z8C8P0wDP84CII/uvH/P9vrIfsBsv3cp0l1193u0+9vRosKggCnTp3CF7/4RTz00ENotVpYXl4GgIiGSzakGi7ZnrJdHXjKkDlQaAYC28tbLevRvPnA1qfTKtOxS0z1GgUlDbsiM1SGSIZLtquDlCDB5btc1muZt5VNVGdVMOJ1yiatDttOW7V1w/ph3huNBlZWVpzOS4DkBMOy8uw2ykd08ilY2Ta2ANwudpvXULqw2rVaLkCUCfPeZDKJbDbrlk9rHSmDpZRCBkwAJgiTRKjjlCDMzXgefPBB9Pf343vf+x7+9m//dschnT7/yH7Hoi91Cph7PfdWWNW3Q2r4CoDfuvH3nwL4IToA3t+0lEql8PDDD+MrX/kKhoaGIqFH1G/5o84zn56riwd0MOrpDcpOgO1OpvooP1PHCpmlAot1pviAtx37tXouB50FXP2MA1SXQcdiMWQyGccUuZBE82DlD9aD1S85KBRcrU5t5Qf7bC0nj1xfXFxErVZzR+mwTdiunExSqRRWV1cjwKt/q6yk7a3yhw94+bdOzMqCtTz8zIKvvVYn+1ar5WQUlTO4pSTLvLm5GZn02IfthKITa7VaxVe/+lVUKhX84Ac/iCy8OAiZ6jTdKZLGzQJvCOD/F2xtZP7/CcPwmwD6wzAcv/H9BID+Az34NlSQDjZNtvHa/b3XvfxdKBTw8ssv47d+67eQz+fdjE6WyqWrZD2W1dofPYHXsjsFGV1RZfNqGRDv4W8FUwu47diuSgkKtFZSINshCKsZSpmB36vJTqbFiASehabREcrelNnbMC51IPEz/dHJSO9hOSkfbGxsYHl52W22royXoMd9ITRu2Ccp+Riw/rSzeJTxWsZp5Qptd/5mXQBwK9HCMHRt45M89Fl8r4K2SkKUH7TvcsKldcN9kD/72c/i8OHD+Hf/7t9hdHQ00oaW9e41FndLnVqp+732oOlmgff5MAxHgyDoA/BXQRC8o1+GYRgGbU6XCILgDwH84U2+v23arw5zkEpVEOS93d3d+NznPofnn38e8Xgcq6urCMPQaWjZbNaBbjqd9pqY1pGm+h5NQDJcJgU9n6bL5GO2qkVadmd/lNEqkCqLVfZKQNVrNfyIgKYMVs3cIAhQq9WQSqVQKBQckOkz7Go2YHsfXJ/GrWXn+8gWeZ1q0/qzuLiI2dlZzM3NodFoOEDRvqNmtY2/pjlupQf2CcuE9V5lxe2AWFmw9ifVvm2fYL/g4gj2LQ2NUycm+7tPQ6YUwXzoxKAhc6xPbr7zD/7BP8B3vvMdvP3223sCbrux6CNFe93fifSoz7pV4HtTwBuG4eiN31NBEPyfAJ4GMBkEwWAYhuNBEAwCmGpz7zcBfBMAfOC8Hy210+92KceOZ7T7zr6Hv2OxGIaGhvD1r38dDzzwAMIwxOrqqvOmKwPSgaWDiJ3aZ17a/9WsJ2CoE4odXEHWygj62ycf2EUPNhqBwErTW9mr7u+q+y+Q0SoYap3qYNnc3IwcUmnNcvWkk12pw83qz9qWWl7eo9cr2FKHrtVqmJycxOTkJGq1mjuR2fYZJp2grCNQZSVlvwRgTtB2oua1CuQKbrFYzK0ks6Csexb7gJTSAvuJjZogqPJ+WgnUl9nfWC463dqRCp2ET5w4gd///d/Ht771LfzqV79y5+Bp3e5lqdrUKQ50cl0nmvN+0oGBNwiCPIBYGIaLN/7+DID/F4BvA/iHAP74xu+/OMCzd/2+04ra6x3trrFOm72eQSfal770JZw+fdoxsVgs5gYTAZdMhwOOA8KntdnBoaYbB7xviz/mifnzsVZluD6ttl28LY/UWV5extLSkvtMFz9Y058AoKdEkG36QFG/5wRWq9XcgE2lUpH6oOWgwEbgJYD7IjOUVQPRhQKcVFjOxcVFjI+PY3R0FLOzs1heXo441FhOTZoX3/cs2+rqamRyJUtmv8nn8+43N3hXqSqTyUS0YTJVdbiR9dqIGJ3sWBcsl+YnnU47PZcTCfNMRqztSM2dk4ICr9bL6uqqm2C7urrw9a9/HeVyGT/84Q+xtra2Y0z6xmm773Wc7nXNXqkdFhwUfG+G8fYD+D9vZCgB4H8Lw/D/GwTBLwD8eRAE/wjAVQC/u98HH0Rc95k/N8uMdzNd+F08HscDDzyAb3zjGxgYGMDa2prriGS5uVzOAa4yFg0ZI3CoM0fzoQBsHSSqd1oWY1mrxtWqhslrGfy+vr7uWOzS0pIDn6WlJTQajYgjDNgGGYKiMnfWkw5yILqxOPNHIAYQAeX19XXMzs46IGF7EBRYfwRBlQ70t8o0/JuASDDWiIWFhQXUajWMjY3hww8/xNTUFJaXl51jyeqfzIPGDOv3qivbSAnmj+DWaDQiDrt8Po98Po9CoeCOK8pms8jlcjt0YgU5Zb/84Xu5gk7bRvuegrItq+rh+h4+Q0FXGT9/s0+oLFUqlfDbv/3byGQy+I//8T9iYWHhpkjUQa7X73cD7ZsB8gMDbxiGlwA86vl8FsBLB84R9lcxu32+2zN8IVb6HN/99v94PI4nn3wSX/jCFzA4OBgBXTLcfD4fMRPVyaLaHdkKgZBMgB2XYKEMVjcr0XyzfGo2cyURA/stA1Z9dnl5GSsrK1hcXMTi4iIWFhawuLjotqZU85xbLKo8wrzsZTFw4lEHoTrZwhsOH362urrqvN+qx+pqNJ0QFUhYb7xXmTlXkhHwGF9cq9UwNzeH0dFRXLlyBePj4y5mNx6PR8IAWR5+xvIos7b1wrpinhSE9Yfts7S05N6bz+dRKpVQLBZRLBYdCLPf+Zy21jmqkpSv/2iEDOtMJRmNGtG6UI3YpycrOdDnsw8mk0m8/PLLyOVy+O53v4t6vb7j/k7H+X6u2S0pJtwKnfeuWblmk2/WvVWpE5acSCTwxBNP4Mtf/jK6u7sdsJGdcBAo01WWa73cBI4gCFyHX15edg2tTh87eNSs1sFrY2hVa1XnFqUEmtUE2nq97hY46CAlWCqLUb2S5bd7I5CdK6gvLi5ic3PTyTD5fB6ZTCayrHRjYwP1et0x7enp6cikEwTbu5Mpq2If4cbxugmPggrrl8C7tLSE+fl5TE5OYnR0FB988AGmpqac6ZtKpVAqlVAoFFzfUA10eXnZaaXpdBrFYhGlUgm5XM6Z7GxL1cx18Ysyck4MBL+lpSUsLy9jfn4e2WwW5XIZpVLJ5YlyhPUl6C5vLLuNXLBAqWDLyUwtK9ZHNpuN7BCXSCTcIiEdP/Z//Zya+fr6OlKpFJ599lmEYYjvfe97u+7z22nyWcW+1E5qvJVYc0cCbycVY2dL39/6rJvReWwDJBIJPPnkk/jKV76Crq4ux3QZhE55Qc0/u9mNBptzcDDRTFa9lsABbOufQDQ8TNmwarQEGoZnKbulZkvArdfrznFkZQT+zTrIZrMoFouoVqvo7u52PwQBDn5OKmSAZJTT09P48MMP8f777+PKlSuYnZ1FOp1GoVCIOHJyuRxyuRzm5uZQq9WwsbGBmZkZl39OeCrdqCOH7+Vk0tvbG3H8JJNJV2dra2uo1+sYHR3FxYsXcfHiRUxNTbnr8/k8ent73U5d1DIBoNFoYHl5GbFYDIODgzh16hROnDiB/v5+VCoVxwqViRN4G42Gq/vZ2VnMzMxgdnbWyTu0VLQfb25uuu9nZmYcAFcqlYgUoXqwnuDB9rT+BRuOppaRAjTrj5KaavjWiWrHnbJsncDpyGTEwwsvvIBUKoVvf/vbqNVqkTHZ6Vg+qFShONPpuzrN1x0JvJ0kBVRfYbXS9PqbfWcsFsPZs2fxpS99CdVq1cXN0slhma6VFRR4VQslm7ChT9YZxKTmuTqF7H4Idk8BjUIg4HLA1+t1B2RA1FznQCPwDA0NYXh4GAMDA+ju7kalUnGyig5iX5vx79OnT+PJJ59ErVbDe++9h7/927/FW2+9hfn5efcssuREIoGuri5kMhnn3KrX67h06RLCcMuTTkZJcFOgCcMQc3NzGB8fx5EjR9w9ysY3N7f2zxgbG8MHH3yAd9991+nKqVQK1WoVlUrFeeTJ7Hjf+vq621v5kUcewcDAgDtY0zJJX/2oRbCwsIC5uTlMTU1hbGwMY2NjGB8fR71edxO9rlJku9ZqNdRqNZTLZVQqFSdD0M/QbDadPATAsVKOIdXotQ+oBEId2y46AeCkBvYZjX6w11q5QRkp+2s6ncZTTz2F9fV1fPe733War2XPnYCkj6DZdLOWdKfX37XA66vkvTTZTmcjDhL77Hg8jkcffRRf+tKX0NPT49ik6m6WYViw5Wdq3qoZyZAePtsHurbD2ZhTXcygEQnLy8uOlRFw5+fnUavVnKzBSYDvicViKBQKGBgYwMmTJ3H06FGMjIygWq0in8+7gyM1PzY8TRmPShOxWAy5XA75fB79/f146KGH8POf/xx/+Zd/ibGxMTeJAcDa2hri8Tiy2SwGBgYce200GnjvvffQaDQcQOvqsWw26yyI8fFxXL58GU8++SQARL7f2NhAo9HAxYsX8eqrr+L9999HvV5HIpFApVJBuVx2y5YZhcBFHouLi0in0/j0pz+NT33qUzhy5AgymQyAbWlorwMyWR/Md6VSweHDhyNAPDExgatXr+L999/H9evXMTs76xYysIyUYubn51GpVNwPpQ6CsFpT6oDkJKN+Bx8YUQpi+BqXRXP8aL9UKUj7sLJtn+OO/TmVSuG5555Dq9XCX/7lX2JxcdE7Znfz2+yW9qsX34p0VwLvXk4be+1BZy0184MgwP33348vfOEL6OvrcwDHVUpkFKqtMVyMUQsa8sPElUIEVl0IocBry211XI07VRBeWVlxUQmq39ZqNczPzzuNlYyWKZlMolqt4siRI3jkkUdw/PhxDA0NIZfLRVZ50UTX2Fctgzr/OFAZiaBaeDKZRH9/P15++WX09vbiP/yH/4Dz589jc3MThULBrYxinZdKJWQyGTQaDcdSmYdHHnkEg4ODkcUelDZmZmZQq9WclEHAXVpawnvvvYdf/vKXuHz5MtbX1yOaKb3vupiAER/d3d349Kc/jZdeegk9PT0A4NqAjkrdMpFtSeaospPu4cC+Q+lmeHgYZ86cwezsLK5evYq33noL77//PiYmJpwOTwCmHMOyLS8vo1wuezXkVCoFYOcJxcwn+4V1vtmxQsuPjjzLzDkOWD866ajWzmdZ8H3mmWewsrKCv/qrv3Lx3XdrCj4qhN81EwdcQOG7Zi9zw97TiYYTi8Vw6tQpfOMb38ChQ4dcxyUDy2QyblUV9S4bq6uami6CsLOtZblWUgG2BwjzoRuRcGBRK2s0Gi4siqFR8/PzWFhYiCwPZX1ms1n09fXh1KlTePLJJ3H8+HF0dXVFvNXt2DQBmOW0koOGj6l+W61WUa1WUSwW3XuuX7+Ob3/72/jxj3+M9fV1B/jUOrUeWQdhGCKXy2FgYABDQ0OIxWJuSS8AvPHGG5idncXHPvYx5HI5JJNJFAoFpFIpzM3N4fr1686JQzBkuxAwydy4gOTUqVP4+te/jkcffRSZTAatVgsrKysuIkInNo0y0DZXoOHE5AtF1FCxMAzRaDQwNjaG1157DW+//TY+/PBDLCwsROKoWVf5fN7VM7XgQqGAYrHoDXe0oY82QoH5VguGIG2ZrW1/3q8OTZXBOKFx0mI/TaVSDnh/9KMfuQ2nfMk3rveLDZ2mXe77ZRiGT3rvuVOB9xY+2/3tK6vve9tAR48exVe/+lWcOnXKAV48HnfhYoyl1FVHau6qFkcHGTs1nRcab6tRC9apxc6rq8nsUl2NvSXDnZ+fx/z8PObm5rC6uhp5NrC1X/Dg4CBOnjyJJ554AqdOnUJPT49jL7oFIlkUdU3VU+12ljphcLCyvIxuWFtbQ6lUwuDgILq7u5FOpxGGIWZmZvCDH/wA3/nOd9BoNBz4alSCD+A5SAE4Ez8MQywsLGBjYwPlcjmiA5NN617AQDSOmMAJwDken3rqKXzlK1/B6dOn3aY4CwsLGB8fx8zMDFqtFkqlkpNkVNfXPqerCK1TlNo143c1XEydeteuXcOvfvUrXLhwAVevXnUATGuKzJbab1dXF0qlEsrl8g5HnC5ptgt9rKOUie2tbJ31peXhhMZ+b7cJ5RJs+iAIvpQsUqkUFhYW8Jd/+Zf4yU9+siPkzY7rXzO+/eYCb6ez1H5mM2XU/f39+J3f+R088MADEc9uOp12YTsaP0nw1d/UQTc3N7GwsIDV1VXnqQcQGXD8YVJQIRjTbLV7JfhCwshwZ2Zm3C5afG6rtXUkzeDgIO6//36cPXsW9913H/r7+50DaXNz02nDi4uLLlQKgDON0+l0ZBFIO8eHb2C0Wi0nA2xsbKCvrw+HDh1CsVhEEARYXl7Gj3/8Y3znO9/BtWvXHBukOe2TYfS9fKeaxmRpmpd2oUMqBzC+OpfL4bnnnsNXv/pVDA4OOhlicnIS169fx9raGqrVKrq6uiLRKp1M/JYJMsSK4Vy0rorFomPrZMGLi4u4fPkyXn/9dZw/fx5XrlzBwsJCxGnFhT1dXV2OAVPKILir1abhjzqpap9k0pBC3ZmMi0EAoFwuu+0+aamQ5Srw0pJiOCPrgUvFa7WaW16s4Nuunn195Fbjhie1Bd47UuPdq7Af1WxWLpfx0ksv4fTp0wC2PcBku76FET7NjoxBnU2qZ2mMrc9BoIORndVGL+iih0aj4bzbMzMzqNfrkdVWwFanL5VKuO+++3D27FmcOXMGR48eRTabRbPZdKyZEgUXdNAhRmZkYz8twLWTgtS5RMfPzMwMxsfHsbKygiNHjqCrqwu5XA4vvPACyuUy/v2///d4//33sbKyElk0wXpRoNVB5usvvhAnm0/V5Ln/RKVSwec//3m8+OKL6O/vRxAEWFpawujoKEZHR5FKpXDkyBE3qVrnYrv6sInl49FHBGHqxQsLCygWi46xZjIZlEolnDlzBj09PRgZGcHrr7+ON998ExMTE24JMSdSTiK6uEaZt0YxpFKpHZqu7tOg39E6smUjYDLyhPlRC4iMmOGBWncqwW1sbKBareKll15Co9HA+fPn27ajJo182E+6HXhzVwKvhpPsNXgOEhYShiGy2SxeeuklPPnkk47RAIjE6qoTzQaq64ohDV4nCwa2Pd4KHMDONf02akF/yBYYz1mv17GwsOB20KrX644x8VlBEODQoUN47LHH8Pjjj+P06dPo6upyDqOVlRUX8cByB0EQMZltqNte9e/7jgOPGuHg4CCKxSKuXbuG8+fP49ixY+jr60M2m8UTTzyBrq4ufO9738NPfvKTCPjSdNVyHjTp0lqWkY6c06dP4wtf+AKeeuop5HI5tFot1Ot1XL58GXNzc+jv70dvby8A7AAMpv0OXpVDMpmMA8pWq4X5+XnU63UXuVAoFJBOpzE4OIhKpYL+/n4MDw/j1VdfxTvvvOM2bWKZLKvmhE5ZgP18c3PTheVRttBJV2NyeY2WlxIBd5ZTHZi+EgVc3qfgzx/mMQgCjIyM4Atf+AIWFxdx/fr1jurXN/F1gjWdtFMn72e6I4G3k8HTSQH3MjnaNUIymcQTTzyBj33sY0in004TVRZL7dZqWhwktrF0IDLpTK9sTe/xRS7o4geaYwsLC2g0Gk7HnZ2ddRosy8pQoePHj+PZZ5/Fww8/jKNHj6JYLDov9OLiIqanp51DimXjgOGzNAxO61T/VsmG91m9lzokQS6Xy+H48eMYGxtzYWKHDx9GNpvFsWPH8Du/8zvo7u7GD37wA0xNTe3YiUvNatbhXkl1dP6QZWp/+NKXvoQTJ064Examp6dx5coVrK2t4fDhwyiVSpF200UEvmTb2zpaWYdqHVDfpcXTarVQq9XQaDScfMDomhMnTqBQKDhWfO7cOdRqNVdGLsDQvYa1T2pkjSa2IR2hVrphX9PrWA9sc/s8tp+u1iMQ62pN5ofge+TIEbz88sv4i7/4C8zNzUXydzMYcTuu0XRHAu/tTu0qiezr4Ycfxssvv4xisejW5uuOUbpvqo3PJRBzdtZNQsgqFIRt5ILO8r5VaHpkjm5ew0UQMzMzmJ+fjyyE4PMymQwee+wxPPPMM3jggQcwODjoNqleWVnB3Nyc67x0/On6e19crgU5jd9Vz7d1vpDtWgAOw62QqJGREUxPT+P69esOfKvVKnp6evD5z38eIyMj+Pa3v43333/fsXK1hBREO5mA20WR9Pb24tOf/jReeOEF9PX1uUgJSguZTAbHjx9HKpVy97ebSAnmBExKTkB0tRj7i05gQHRiYN9TeWBiYgKLi4vo7e11+u/Q0BAymYxzqPGYdYblNZtbB1JOT0+76BgNC9TQM21TTuKcmDV/GhqmPgVuIs8FHIz/5U5+yWTSPZ9543tszDsJSDabxdmzZ7G0tITvfOc7LtLho/BdWUKxn3f+Jwm8u6XBwUF88pOfRG9vr3MucTbuRFKgN12XoALbLNG38TcQXUeu8oPGyGrEgjq8KAtQz6VmB2yDbqlUwiOPPIIXX3wRp06dQm9vL2KxmFu+OzMzg4WFhUjIEgHSB6b8W/NpdxfTxPuoj9NDT2BUIOJA5tLc69evY3FxEUePHkVfXx9yuRyeeOIJ9PT04Pvf/z5+/OMfY2Fhwenf1A+tbKDylGqGGt5GRplOp3H69Gl8/vOfx2OPPeakhfn5eVy5cgXz8/Po6elBX1+f05ltHCwHJpcEE2TY3tru/Juyi+1jBDJddMC6ZB+Nx+NYXl7G2NgYenp6UKlU3GKMkydPurL99Kc/xbVr1xz4MtqmVqvtYLpaLp0oVXpQy0/bj/1P88cIBUaS6MpP1XxVfmAsMFcyKiNfXV1FNpvFk08+ibGxMfzsZz/bEZ1yM+kg+m4nIHxHAe/tdpr5POv6f3d3N15++WUcPnzYgR1Zn2/DEZUX7CDRga27+isr1Hyo48BuIq6LIbhdITeYoRNtdnbWxeYyEdC6urrw3HPP4eMf/ziOHz+OUqnk9NzFxUW3AQyBkBMJ82xXoWlEhTIadZ6oNAFsLyggu56YmEAikUC1WkWhUIg4aQgwrVbLSQwTExN49913MT09jSNHjqBYLOLIkSP4u3/37+LEiRP4zne+gytXrgBAJMSOz/QBLz8n2+JPpVLBCy+8gM9//vNuglpaWsL4+DjGx8fRbDYxMjKCfD6/A5As4M7NzWF5eTmytwXrRyM7rHavKwl12bmyXkY6qFVFR+DExATW19fdMutisYhjx44hk8mgWq3iBz/4AS5fvuzAl21Ur9cdqLF9rSVj/1YSQatRpSdrJQHboXr8XOPJdcMh9ZGo7KD9keD74osvYnFxEW+88cYOQrMbDuyW9nPdfhx3dxTw3k7zoF24EVMymXS6J5kgsB0i0y56QTuFdYpx5tdOoh3VmroqKSjg7rZ7GOUBBurb9w0ODuK5557DJz7xCRw6dAj5fN5FLdTrdUxPT6PZbCKfz+8Y1NrJNZaXpnIikXAruxgLqkultc45kFmOhYUFzM/PY2JiAqlUCv39/W4BgrJfgsnQ0JA7AWJ+fh7Dw8MYHBxEJpPBxz/+cQwMDOBb3/oWfvazn7kJUFfOWemDA92uJhwcHMTXvvY1PP300ygUCtjY2HCLK+r1OqrVKvr7+x1T1OeyzZvNJmZnZ1Gv15FKpRz7ZKwsgVTrRxfDaKy07lqmAKxyjZaFbbm2tub2meju7nZ7+R45csRFQfzwhz/EW2+95cBXdV+tOwt0+j+Zrx1rbH9rjquPg+1grQSOJ30nQTeZTEbypVbpwMAAPvWpT2F8fBxTU1OR9xwUW3xkjXndTaPfK91RwMt0k7Fz3tSu8oAt1vPAAw/g6aefRjqdduYPO/Nu+y5wkHPgsmMpsKp5ZPVRYBuUNLSHf2uomK5C84GuRhoAWyDy8ssv45lnnsHRo0eRyWTce+r1OmZnZ120gjpx7IBTwAW2953lfrCMZ6bMwsmK5aanWi2ARqOBarWK2dlZTE1N4cqVK+jq6kJXV5eTN7StgiBwXvupqSlcvnwZMzMzGBoaQnd3N44ePYrf//3fR19fH37wgx+4sukmL7YP6MBPJpN4+OGH8bWvfQ333XcfYrEYZmdn3SCOx+M4dOgQcrkcwjB0W01amYAWRKvVQnd3N3p7e109ZbPZHVaR6pmMbCEA2w3o9bBIyl4EXrJj/s13LS4uRjTvbDaLoaEht0giCAJcuHABa2trEWmJB7Qq0GqfsJKT7dMAIhOaat/sn9rn7LjRiYT3sE9pfmgtUCc+cuQIXnjhBXzve99Do9HwMtG9GPBu+HOrmPQdCby+zN9KMLaNMTQ0hE984hMol8uuc3Hm1VVCKieovqummnYmSgg+eUHNat0Xl0y33So0XfY7Pz8fOVpcQXdkZAQvvvgiPvnJT2JkZMSFBXFD7YWFBRetoINGvccqeVDXy+VybserQqEQCelieRSwyaY4eLjwJJfLoVwuu1jUyclJTExMoF6vY2BgwG1IYxlSEATo6+tDoVDA1NQU3n77bfT09GBoaAilUglf/vKX0d/fj7/4i79wG5cT0GgCEywIDIVCAc8//7zbh2N5edntCtZsNl20ANms9lGCRKvVwuTkJObm5lCpVDA8POzuIwg2m82IhMB+RvZLls8FN4nE1m5wxWIxAsAMIWSYF9k3y0iwY/w4wwPpg8hmszh06JDLVzqdxuuvv74r+Np+bHV/y1ptRIOSHdV9tU1UslAWT+uKfcnKDiqNpFIpnD17FpOTk/jpT38asS4Pgh/7uec3gvECt3fXID4vnU7j2WefxdGjR523lINSnWnKbvW3L4TJMmA7m6sTjZ3QbjSje+VqjC6Zbq1W84Juq9XC8PAwPvOZz+D55593uh7DxagV22gF24H5m+ZkNpt1cgIXT5DhspwK/JaRsJwLCwsA4EClu7vbLbkuFAoYGxvD5cuXUa1W0dvbG2GGmpLJpNulbHp6GnNzcxgYGEBvby/uv/9+zM7O4pVXXsHi4qJjmFw4wFVxdPKcPn0azzzzDHK5HCYmJjA6OorFxUWUSiVUq9VIxAL1Z2BbH+bOYbFYDIcPH8bAwIDbESwMQ9RqNbeXhEZ48BnqDGT/IQhTwuKkx6OXqPfzNGNGBKiDixMr23JlZSWyonJgYAAf+9jH3KT81ltvRcCX+qmCq5149LdaJ0psFGDZN/hb9y3h83m/Oq6VAROMtc+yfwVBgFKphOeeew7Xrl3D1atXO8aCdv93cs9+0x0JvD5ZgJ/v5oCzHuK9ronH4zh79izOnj2LVCrlBoc6NKxDTX80XIk/7PjakVRbVAeVL1xMnWiMXuDxO7rfgg0Xo7576NAhfPazn8VnPvMZHDp0KDLwmBeu/VfdVveKINhSl7RLUxV8tOP79EBlTKx/OvZmZ2dRLBbR3d2NgYEBtxR2dHQUY2NjqNVq6OvrQ7FYBLB9sKe2Kxd1zM3Nuc3Ue3t7MTAw4CbTcrmMzc1NvPPOO5ifn8f999+ParWKtbU11Go1HD58GIlEAlevXnWyQm9vL3K5nNM9bV9MJBJuC8ZGo4Hu7m4cOnQI/f39KJVKSCQSTs5h+Bf7rerMqjcr2Kjezok/m82iUqm4iZGRLYzX1ogJZYb5fN71d1oiBOWhoSFks1nHMl977TVsbGxELBju82slBSURas3ZMcvy6PJpvd6yZEtilO2q1LGb5DA0NIQXXnjB7TNtWe9+5AUt014Y1Gm644DXVsDtovoAMDAw4JwoBB52Wt+JETZ8jF5YzTsQZXs2f5bh6j4Nvr1z7ckQtVrNxRYz8T29vb345Cc/iRdffBHDw8NIpVKReEzeo5vC+JxlPMeLmirfwc5OE1QjG3wDUCckC8ZkcSsrK/jwww+Ry+XQ09OD4eFhZLNZlEolXLt2DdevX0c2m0VPT49zvlkADsMQhUIBQRCgVqu50wt6enoijhmGHyWTSbc7Gfc+oBXBmFcOdrYrQZFAPDMzg7m5OWQyGRw7dgwDAwNulR3D+wg6YRi6bRsVULWeVNNWMGbIGIGSMbC8f3Nz00lR3Mheo034TGWxGmnDDd4ff/xxB+bvvvtuJNoBgPMLKECSSDDZsmmoIJ+l4Mv8a92q5MJ36OIKZbv824YzUnK47777cOXKFSc56Bj1pb203b0A967WeH1A5gNi33d2pt3t+dlsFs888wyOHDniWACwvaZcQZcNbxcA6Iyv/2vkggbw8zsNE1NHmgVdGzJGTdeCbrPZRLVaxQsvvIBPf/rTOHbsGBKJhFuLzwFFJx1Bk0w1CAIHQFzlpCFPzLNuaKJg7msfBV1tH9YRdWPWLVfdFQoF9PT0uLxMTk7i2rVruHjxIgqFgotN1cmN7yGQ1mo1VwYG7HM1H60GhgzSQuHCEbI/hhIStLjZy+LiIubm5pBIJFxkBQF3cXERH374IQC4/QjYrwikBCVrBfBz7cN8P/ejJejqwgVuaMMJk9Eu3E6R7cYVlSsrK24zdNZhMplEd3c3nn76abcJ0sWLFyPgq8zXjie2qQIP28WGFXKM+cal7manTmiVGTTETCMeWN9hGEYkh2eeeQZXrlzB9evXd2CH5leBtV3ay4K+6zVept0Kshew7pVOnDiBhx56CMlkMhLFoHqu/vY51NRstKBrTS/rcNJlmnYJMMPG9BwunhKhzgIOnEwmg4cffhgvvPACDh06hHg87sCRK93InlXeABBhUozB1dVIBCGdGOgEtN5tG36moKz1xr+V8ZPZrays4OLFiyiXy85sLxaLmJycdPpvJpNBd3d3ZEWT1vnGxtbhmKurq+5dV65cweTkJJaXl/HBBx+4rRwZmtdsNlEoFNxEqJPtxsaGWxHI0LeBgQEMDAygWq1ieXnZHUFEVq4bk2uMKtuFdafsVhd9qAzhk3H4Lk4c7KfZbHaHdMTyUCpSa4t1SGnpiSeewOzsLGq1WuSsOe0LNlJC865jwWq9BElfYl/R5fYkBZb1sj74GUPM1OFG/X5gYABPPvkkZmdn3TL4g2BHO7Z7ULnhjgbeTpN1btnPbert7cWzzz6LSqXi4hUBOIlB91ywG92oQ43vsBKDmjXWI6w7kdmNbgi4lulyLT5NbH1uEGxtFvL888/jxIkTSCaTzumiDJUn9KqDxA5wWw4AzilD0CWLstEPyq5YJjV5CfD00tOjTpOeAJxIJBxrnZ2dRbVaxeDgIHp7ezE4OOi2Xrxy5Qri8TgqlYpjb1q3ZPbFYhETExO4cOEClpaW0Gq1cP36dVy4cAEPPvggwjB0Hv9sNhtZ9aR7YOTzeec46+/vRz6fdyC+sbHhPaVCw7s4kS4sLLiNXgA4QNRl6Na3QG2WEzsnOu3fNvpDmTUnSS5hZ8ji2tpaZA/pdDqN/v5+PP3007h69SpeeeUV58DlREypiXnnbysP6PhjX1UAV/bPz3QxjrUCSHSsrsvPNL7XSg6PPvoorly5gjfeeGOH/NcuWaDthBHvJ/1GAO++KH4igUcffdQ5Xmjy2rhcC7j6mc8cZIPrBKDeW7Icq+kSpHTjZ5UZuAcun83nsdNVq1U88MADOHnyJPL5PNbX113gPYGSIWnKCulNJxNjZ+Ygo9efzj49elylEn5nN64m8BIQyE4Y/8tFBXqUkIInw9zm5+edE47st7e3FxMTE7h27RrGx8cRi8Xc3rdat6lUCouLi3j77bcxNzfn6mx1dRXvvPMOisUiKpWKAyJdqcWokUKhgOPHjzvwpy7NvQ14SoTKNixrq9Vy56XxyCE9MVilFkaOZLPZyOGUBEQN/SObZr/Tycvn3CQ4MQKGfZ7snlEvm5ubLs73zJkz+PDDD/HBBx8AgOsrbCeuemT+CY5sa5UerCmu8pwPfPWZdpxZH4sdp+wDNsrh6aefxrVr1zA7O+vFBR/Q3s70GwG87ZKv8g4dOoTHH3/cbbGnJos2nk9a0OB3ADtYhS9mUE0fa/5ZeYELJHTTm0aj4RwhLBMHVDKZxNDQEB544AF0dXU5ZqXxnhz8+gwfI2Ke1JsNILI5tU4UdkEHD9Hku1SK4DtZh1NTUxgfH0dXVxf6+vrQ1dXllg2zztbW1pyeSelkenoasdjW/r1DQ0OoVCqYnZ3FpUuXcPHiRdd2XDZN2eLixYuRpdStVgszMzM4d+4cHnroIZRKJWxubrptFpeWllAul3Hy5EkMDg66JdYTExNYW1tzJ4+QZXHbSF0wsLy8jFqt5s554/acBAXtK7yXExNXmRUKhcgiFZVvlGHyc93cxkpByjxZB5QY1CEXi21tlH7ixAmcPHnSbbxDkCcbpd+A44B9yjJDnyVqJx2VJzTETBdfANGVoKr36vjkRKTRQul0GidOnMDZs2fxwx/+cId14Mvj7U57Am8QBP8zgN8GMBWG4Zkbn3UB+DMARwFcAfC7YRjOB1s1/q8AfAHAMoA/CMPwV7cn623z29ZBl06n8eijj6K3tzdirlhNVz3K7UCXzwR2RjH4dE81z1VisLouQZcn6JLd8Ln6jnw+j+HhYfT39zvA0efQnOVg99UJgXdtbc11dG6GDiAii3Ci0I156vU6FhcXHeAycVCxfqg3A1uOp7W1NbdkmQsgGNMLbMcFEwzi8TiKxSI2NzfdZi4cpEeOHEE6ncYHH3zgNiNPJpMYHR3FtWvXdhyMSBCZmZnB+fPn3e5iy8vLyOVyOHbsmNvmkZMJQ8KKxWJEJ7URCATwiYkJTE5ORgCXzFqdtOyvrGfKQgT3crnszkkrl8sRVs12o/SkE7nugKaJfZNtaqMfuCqxWq3i8OHD6O7ujqwAU8An+KqOzQnWRj9Y/RdAhCEr8yVTtaBstV5aZ6o16+IKlR5SqRQefvhhXLhwAWNjYzuBA53tzXurUieM938B8D8C+Dfy2R8B+H4Yhn8cBMEf3fj/nwH4PIBTN34+BuBf3/jdcdpPSIYvWc+lfnbo0CE88MADiMVizqHWLlRMHR0a3cCOoJ3Peve1c9vlt8oaKTFo2Bg1XZ76wA5n9d1YLOZWSHEfWBsZQWCyTkBg23Gh4VkERz01g++mtjc/P+8WLDC0jeylXC47zZBOOg17YtwsHVpksgsLC5iamkJ/fz8GBwfR09MT2evBOpc4Yeg5c6lUCiMjI2g2m5iYmMDs7CxmZmZ2OF2oL9LRxC0S+/r6HNgwxnd+fj5yBE6z2Ywc7a7hU61WC7Ozs5iYmMD169dRq9Ui2ncymXQgyuXVyli1LJR06CBcXFxEV1cX1tfX0d3d7QCG16qTllacWmAWfBXs2V/Z73U1W39/P/r6+jA5OYlGoxHRWdmvGM4GRDVfHcPqP6BcwDbVtrDgC+wMP+P9CrC+BRYcz+osHRgYwKOPPoqZmZkISfh1sN49gTcMw78OguCo+fgrAH7rxt9/CuCH2ALerwD4N+FWCV4JgqASBMFgGIbjtyzH+0ysTHr+u7q6XMcEtvcVoLygM6eCsXYMZYw2ikFBVweASg7KHn1OtcXFxQjoqskObAERY13L5XKEAaiDiaBj64LP4G/qvQxdUhajwMJ6LJVKiMW2jgDipKOsQxmdWglhGKKvr89t4DI9Pe3Ahfs3zMzMOBbPhQgcqGruaowo65KTKbfIJOCRHfIezd/m5qaLT6VWu7y8jCAIduy77OsLYRhicXERMzMzGB0dxfT0tJNmqJnyZApukKMToDIyWhrsT5z4uY0m9fDNzU0n86jjVp2iKi2o5MDvFHyVJKhDNJfLuUU0lBXYH4HtjdAJYqwjMlUdTxr1wLGmiexXCQ2wbTlpH9RnqsRgx66OC9bx/fffj3PnzjnWq4TkjgLeNqlfwHQCQP+Nv4cBXJPrrt/47KaBt104x27XaiLbpVeXGqkFWN8iCQ2t0nhd1ewUeNVRpVIDWZ/uqavebh7bwwUSOjharZaLVQTgYlYJrNbbS/OeHV01NB30tr5s3akFwXLQUmA4k+qJWl47gXHwZbNZDA8PY2BgwJ3KS8BirOj169fR39+Pnp4elEolV84wDJ0zj2fJqTMF2NYQaZoyckD1VA5+q7ey3qiRc+kw9w+2eZibm8Pk5CRmZ2ddXjY3N1EoFJx8wr0XmNg+OkEqK+XEwPrj0mzuz6ASRTtPu89JpCDDsjJe2Ubf0Fqyh7VyoyWNBCL4apgZgVfbQJlvu6TkRh2CCtQ6KfkYrzJiJUCJRAL9/f149NFHXaicrZf94Iu9dj8YddPOtTAMw+AApwQHQfCHAP7QfLbbezp97o7PGFLS1dXlOrqaLD6wVfamFapMwsaP+hiEArBKDHqKBIFXIxj0eQQ6diRNfCb3htVOSPOTkww7s4a8KUOyvy1rYlmsk0YdOFpXnJgA7GAjrGPql8PDww6AGR0xPz/vdM5cLodEIoH19XU3SXHDmXw+79ix/ljnFetAt/Akk+J3rDdOgs1m0zFOHqsTBIHTuqlvM4ysUqlgaGgIXV1dDjAJTNpntN59zij+sN8ogBGYCRY+CUwdwBb8CKK6ek37uvZVWgjaN1RDVeuDETXaB3UcWclBy8ukIXj83IY6Mtln+5iwDVdMpVI4c+YM3njjDYyOju7Aik7SrdCBDwq8k5QQgiAYBMDNL0cBjMh1h2585svgNwF8EwAI3LeC6luNNwgCHD58GKdPn3Z6JYDIrGiBVpmvdUSpLmo9x8o6faBrN79Rxqugq+YW/2esKp8HbIEm9eF8Pu/Kw30mqB3SiaIDjOzAyiIaEmfbQzu2msQcDMoaWA8qfRBkyOKoBSeTSRQKBZw4cQJDQ0MYHx93G7svLS1hfn7eDT6fwzIMQ7cEmEBPcNC8a/n1c7a16n4MAwO2T5CYnZ2NeNZZLk4gg4ODTvrRaBK2OfPNOtBJSMOntE8pkGgkijpdFXx91pv6JyjNMKTMHtgaBFtH8tD3oJvksK65c5zukEbA5qIVX3SQ9ZOEYegkBjuGVSfWxT78Xi0a7c/UeC1ZYXvF43H09PTgkUcewfT0tJvUFDsOmvZz/0GB99sA/iGAP77x+y/k838SBMG/xZZTrf7r0ndZCel0Gg8//DCq1Wqk41styC6Y0JlUOzg7oA56ZYc+0OVsu9uyYA0bU3BvNpvOzK3X6xFzmtv9zc3NuRAket9VAtEoCjvB6C5jOoH4yqPbRFozjcDBeuHg5m/V1YFtEGfwPsvIwzhHRkYwOzuL2dlZNBqNSOyrgq8CeRAEbm9ihkmp+ciBb81Z1kO9Xsf6+jpKpZKrEzqrqK0qcGQyGfT19bkFFWwz7p3AiAidLFl29jvfKdVk4cqMFcwsqFlTXoGNTNT6IvT96gxlO9dqNczNzbm4Y+3HDG+zR2MB0UgHXXa/W159ScFQyYgd3zrJEFh9jjaVddLpNM6cOeO0XpUa7PNvV+oknOx/x5YjrScIgusA/htsAe6fB0HwjwBcBfC7Ny7/LrZCyT7AVjjZf3Eb8rxDi9H/7Xc9PT04deoUYrFYZPexdhKDZbu2QZQZqtNLnWdqkrOz6rJbXTBBJwmZBYGe70gkEm7zbT6b3loeUDk1NeVYCIPteYS8am0ETbIvn/PFTiT6t5q2QNSMpWOOJiwHO+uZdaTAzbzUajWXZ4JwJpNxIVSMfJifn3dhcqz3bDaL7u5u5HI55+Riu8/NzUW0Xc0rE+WBQqGA8fFxF0FQqVSwsrLiTnGgjJPP59HV1YVyuYx8Pu8AmUf8cPGK5pFAQ4C1lhQnXDXlCRy8hnVHJ5eWRycSC76+UCtdKccFGlycQQllamoKMzMzkfpmPqj1MgTP6r3MJ4HXThbW2WbHNhMnIPWtkPVqm1qiZLVejXBgW/b09OC+++6LONnaYY2mWwXInUQ1/F6br17yXBsC+Mc3m6m9ki28dSAA2xV2+vTpHWxXO4Ov0fR/JjVz1Ry3TiWCrZqiPtDV5ah6ACCwfRotsK1N6qYyZGoE3mw260zlarUa2cNVGaHmS7Vea0r69EfVfpU9sA6AbfZB5soNXMiGyb4JpNRRl5eXXWhUvV6POJV0kuFeFWyPcrmMgYEBlMtlBEGA6elpzM7Oul3OGEfLHda0PQG4+jh69CiALZN2dHQUg4ODyOfzOHToEJLJJCYnJ13dcAXg0tKSc/hxYlVGz4mEm/1Qp+bEyDbUBSpqRbBOOXnptpzaJ7WNrI5rf5QlKwjH43E3CTKyZHR0FFNTU87a0DFFBsqtVFUKoJxHeUbfa8ecbQ9NBF1eYy0G5scCr4KunXBshMN9992HX/7yl05S0jplul3M9zd25VoYhiiVSjh16pRjJdSUrIOHf2s8oc8cUh3XOqEskKkOaVeqqbZLTzjfRaCmRpVOpyP5IIixc9frdcfqGC3Bzcptx1aGwU6pk4cyYJ1kyE5VOuBEYOUC7sXA0yn4DlsvXG68sLDgdg5jaBnfR3an+QO2GGFXVxf6+/vddpD1eh3Xr1/H6uqq2xPi6NGjePXVVyMDnYOZWmdvby/6+/sxOzuLRCLhHHxHjx51C1TS6TRmZmZcfvRIcussol7d3d2N7u5utyzamt3qlKJ5TumJMgXD7IDtCdhuzu8z4ZUFEwwty7TOT4YRcon21NRU5IQT1Y+ZuKkRn6MgSw2YfZj55c/6+voOhxuTarfaXpy8bb1brZeWomq+7AM6Rnt7ezEyMoLz589HxvNHke5I4LWzzn6/5zUjIyMYGBgAgB3arpUVtOHUFAS2G8NGMSgrsaE4GhNpd/firmM8R4sgq2Z6KpVyAMZORN2RzIirnMieCGI8WkfjJdtFIbBsCoqWqetZXyyTdazx1N/Tp0+jUqm4PW0ZnqUsmQOZm3T39PS4JbZTU1OYnZ11O4ZpbCpN/f7+fncyBCWOS5cuYWxszLHk9fV15+xaWFhAJpOJONY4cZw4ccIN7Ewmg7m5Obz77ruoVqvo6+tzYXOVSgUTExNuv18yYJaD1/T29qK7u9udJuyTsdTionlOgLt27RouXbrk4pAVSHm9xherg9L2Z5UcfDKRtjtXvDG6plarYXFx0TFxWlDKWnl6cRiGjrUDcLIFw/J8zlRfPpkUaNWhxjFs7/FJKjbCh0423acil8vh/vvvx6VLl9zGP7vhiWJBu2tud1TDbU3s0Dcz+6RSKRw7dsxpn5wpLfBqp9YBYoHX6qFMCrj2R/VdygzKdKnrkhUSdHO5HPr7+10kAzsh86/v5sIDOtsWFxcdM2Ln9EUYWJlBy6jOKIJjLpdzTidlburEabVa7hSHrq4u9PT0oKenxx2GyfzqCi2yZrL0arXqBj4nJ+5axr0LCoVCZEKZnp7G5cuXsba2hkKhgDAMsby8jEqlguPHj+PcuXNusmJExsbGBvr6+tDT0+OiDwhek5OT+PDDD1GtVh14csUZ5RF6w6lFVyoVlMvlHQdasm8RdAheZNwzMzPuh2b90NAQhoeHI2Y2+5MuNZ+fn49EKLDPUlPXPuMDfhspwmczRln3+FDznnVPOalcLruVglx6rpPu0tJSBHh9+12rv6DZbEb+V8mBebVjlBMgx5MCsdZBLBaLhGgeOnQIpVJpT+DtJH0UUQ23NbXzdDLZAvrYabVaxbFjxxCLxZy5ZkFXG8PnVOPz1JNu9TfrVLMSA8O5eGosIxjUhAvD0F3X1dWF48ePo1KpOO841+PbRCDjdwRhPtPmQ2d8MhgeXtnV1YXu7m5Uq1VnHlPmUPZuJx7mQyeg9fV1t3k5OziBm44rHgVPM5vMPx6PO8dVT0+Py7eayyzv6uoq5ubmMDY25vTEXC7n6mJzcxNHjhzB9evXMT097fLbbG7tYXzq1ClkMhk0Gg1nUXDzdOqc3EUNgDuenXt90LTmijTNWyKRcI4r5pWnVpBVcuIhq6azy8oFVs7QiAQyfrJVRiNwT11O8OoA05BDWgiUPdiGuucy+7svTzwrr7+/H1evXsXo6ChWVlbcBETJYWlpKQK6uhrQsnK+SzVc5sEXgUCAZl1SaiBTt8xXJYiuri4cO3YMk5OTXkzpRO/14c9e6Y4E3oMkW+Dh4WF0d3e773zeT19Eg/XUWwlBTXZ1VFnwUblBj+rmj4bIcD0/IzCGhoYAwMVF2o7GRBDks1QHI9vgANIoCQJId3c3jh07huPHj6O/vx/FYhGJRGLHpufqPFEHj8oUWh86sAn8XOHFvObzeVSrVQwMDLjNcWjy0mQlcyOTUcdirVbDtWvXnEUBwA1oDtRms4lKpYLDhw+jVqtFJrqenh4MDAxE6o/AQG2VDkCeMsGJyOcHYP1wr4pWa3vvhunpaRfmRqeUZX56qgR1fAtyWtcMr6OezaORgiBw0RhXr17FxYsXMTEx4SZ7hnop8+W7+R4buaPvZn6UrDAKhU7Vy5cvY3V11e1RTAtEHa5cdakOMQVb1pVvPNprCbrKcq31asc3n8Ody1577TXX7z6KdEcC734ouw+Q4vE4jh8/HjkOxJobGp7iM3l8coLOumqaW8eROqR0v13fPgwE3a6uLjz00EMYHBx0yzKp6bJM7GCaL5pddoBYTTUMt4LlGTrFpZPHjh1zDqrNzU3n/FOWROed1o06I6zzRhmqMizGg9L8nJmZwVtvveWcZQMDA27FF8uqjIj3TU5OYmpqCisrK4jH4+7YnnK57PblBbY1ea4446GHqVQKXV1dSCQSLraZe+HSilhaWnIHPC4tLWF6etptRamRCdouKysrmJqacvlbXl52bJbORxtRoI5dBQqfhmllHZaRIV1k7TzMtK+vD0eOHMEbb7yBixcvIpfLYX5+PnJQKt9Ba0Pfoe/RxAmRfYNbWZK1h2GIDz/80O1XDGxp6tx1jc5Yyi7UsnXC5ASrTkjmV6/ZLcJBnec2vEzjs4eGhtDT0xNZyabv0/7uSweRRO9I4N1PsuFjYRiiUqlgYGBgh8ywG7ttF8ng03at118Zry42UE2OXmt2egLd+vq60yL7+vqcBxyIhj+pXqt6nuZHJQadAFj+YrHoVlg99thjLlxK95zQ+lRm69O325mI7OwazaAOO8aB5nI5VzeTk5MYHR11uimjI8h2aa4yrpSgxc9isa3N0BnzzDxzEYWe00ZWyvwAcIyvWq26ELdareZWopH98mwzNaV1hzmGBabTaZRKJSfZKNBqRAL1UisvaD2zPW29W0asjkwCDCfyTCaDixcvurrhrmbabuwnOqkq8NqxxvuoYfPZR48eRbPZxLVr1xz40oextLTk2p7toIscrF9C60R1Xp/kpeBrx7PVfHUs5fN5DA4ORhZTdAqmvms7uf+OB95OK0E7xeDgIKrVqvtc2Zd1qNkQHz6D91rQseFjqov5ogIYxcAwId2UZH193S2VZewo2ZRlt2rS2s6hThjNG0GPjgdu3PLggw+iv39rXyNlP9rJOXkQNFkvvg5tNS4F42QyGQldIiPmYOWJC3Q+UqucmppCGG7vMQFsszKa/AAc0HEzdQKKbuPI97EsBBd+x88Z2dDT04Pp6enIPsaxWMxtxj49PR2Z5LgaiqBMUFHpg/1NZRidWLV+bb9m31M/A4AdrI71ZCNHCoUCHnjgAdcOurcEdVAFds2Pji37nQIz2XI6nXY7ALZaLYyPj7uJkpNUJpPB0tJS5Iw/1ciZHwvAPiuUY1snkHa+HGW8KqWk02kcOXIE58+fd/t/aPnbld3WTSfsmOmOB16bdusMwJbpMzw87A4dVO3HSgxWfrDPVsZmWYCCLb9vF83AuF3dkJtHrvBocC6C0FmdpjnLrWaX7YSqz1ntmffncjn09va6s+Z0ySfrgjor2RuTNYF1EmLyfWYZsV4HbJ85RpCg3siVffxczzJTRxxZEyWGxcVFVycAInvUKnBpTLLmJ5FIuI3leRQ8nU28hqyZkwwXSlDrVO1SwUnrwNajry1tfSoosZ+xDlut7Q39tayMl02n025v3ZmZGfc9y2OtK9uuyrLZF5Rh6/szmQy6urrc99zjghYoz7BjtAyXuGsoGMvEvOkEyHfzOh/jtFqvjn8dZ5ykBwYGUCgUIisDb2e644HXVupes0kul8PQ0FBkFrczINmBBV9lVnyXZbxWelAGrPIDBza1XQUyhkcdP34chw4dcjtvsYPRtCYwcCBY4NOBzLJa5x6BlV52mud2mSo7NBcu6ECwpq3WhXUwAdGZX3VKbT9rKVDP1VVmrA9aDXQexePxyB4H1E/JUBVodYtHTkZcLEDHJQAH+moGE8RZFk6EfFZXV5djedls1q3SYx2RaWu/8vVfrSftU9rfrKyjjFPjrFl//I7txueRibPPkJjYdmLivT5pg/IBJzeVBFKpFHp6ely5a7Wa03u53SYjIqj10hpRS8r6V/iZfufLczvQtXID66VSqaCvrw9TU1PuOT42az+37dhpuuOBd7+JBxgC2wDqc6ypiWZjAoEoMPjYroba+OJ39ZBJAh3zFAQBjhw5giNHjkSYroIGzcEwDB2LIehY7U31XcvEyRgI7FxmTAlA43qB6GbWVnO0eh8HrQ2GtxYC87iXyaomNMFheXkZExMTaLVazgGmQfhBELh9cgmCANwpw9QVVVZglAmP+gG2nURkqalUCqVSKeIjoNebURqUJcjStc9Ru22XFFh9k5OdlHQi0n7N3+vr65ibm3P30JJgO4Zh6MxomvWsc07OKsUAO/dr1v6QSCScVcfFFzqG2IZ9fX1oNpt455133Eo2XanH0DONumnHepkX9jM6x6w00I7xWrLFZ3BCGhgYwNtvv30gzXa/6TcOeHlygc6MVo9UjVfBGIhqauo0syzEfq8Mkx1SF0uQ7bZaLQwMDODkyZOoVCoRdk2zl0xZ9Uplpmp6WUC0CyQUHMMwdEecA9t7+VJ7LZVKbpEEOyffoUDLcqhzxtavsuJ2pjOT1QtZToZ2ra6uOkeVb8ksgIjJq/VJqYd1ycmNYGFX9/EZujeCLUM+n3dxuLoZEZ8B+IHXsln9UfNXHbRax3y+sj/Vd3WDeIIcJxTKNbRktMwKbgQjmyxTJJjTeuC5dATCINjeI2RkZAQbGxt499133XcqwanWq6yXP1ZW0H7F+tHJgfXvI1sEa37GPkG5gROKbbdbne4a4O1k1onH425tvdV31YTRz8gIrG5pJQULsNaxpoOFDgx2LDKlzc1NlMtl3Hfffejp6UE8HveuJiMboJYJRPeNVXBRNmDzyOvoyCKT4GSgK8cod2iokNX5VO5Q4OVgY52qNaCD2ZqN+lzmXwGMIFsqldzROSwL96JgXesqwM3NTVd/CgxsM50UtU9wYAJbQE792E4mlUoFzWbTyRNkxZZ52WRlK3V+Woeq9isCiN5rn8t2pl5OVslxwVA2MmFOKgR3Kxdpn+L/BFO1EPmepaWlyPcaIpdOp3H8+HEsLy/j6tWrLn9sA2q9lOBsefXHArJGPigJYJ3aVapWp9YycrGMLrZhslLZzaa7Ang7pfrcHzUejzsNE/Dv2mTZrtVwdtNzfd9bpxodVMp2U6kUTp486cK4lJXyPgLF8vJyZEBzwOjGJsyvOkmUkROIuHKM4Vlc9qoTEwCnSwOIbBhkNUitIyAqI2hn1pVDPqar1ytrsdf19vair6/Pmc5ko7pii0s+S6USqtWq22lMNUgOsM3N7Q2GlpaWMDAwgN7eXmxsbETC1YrFogMtgsjm5qZjaNSAfXlmv9tNu2Wb0YGowGfrSycxrTvtf7acNvKGkR+rq6tu7wperxO2TgBse07QBG8mat6NRgMA3GRJPZ711t3djdOnT7vVdWS9jUbDRYMwEkVlMgvAOgkyn2oBKDlop/EqAGvbFYtFdHd3e4HXZ6W1a/dO0h0JvL5B3kmqVCro6uqK3KMVrT/aCLzeJyfYH2VzVt8lc6XJR9bFjjI0NIQTJ06gVCo5rZHmDs1i7rfAjdFp9qspD+w09Zk/G0pGL3OlUkGxWHSOKnXaqcOJg8vuiqbJgqyChLIR237tOq/+tm0Qi8XcTmSUS/gdF3zQ7Cco8GDIDz74wMX4EoCYt83NTRdlMjw8jJ6eHrf3rh72SSlBwSQMQ+8+tepI2y3phKX6vLatgomtM8tMyVypXetyX076tAq4r0SxWHQLT9RqsmyQ+eJnNgKIjJf3s450vwhq4MPDw6jX63jjjTcc4OsexrrZj4IuLSaV2RR0OQ607+g4Vwex1iPzbOWG999/P/LM3drwoOmOBF7thPtJ1WrVBdBbE8mCrjU/FDysSagNrCaiXqdSgx5mye/z+TxOnDjhdtUiOK6srDjdUTdI5+AhE9J8K+DberMmfRAELoC+1WpFNjLRvK+vr0f0LZ2c7DtYdp/2qB3SAqpNdjLRezjJsY3o/VbA5XvtHhI0n5vNptugJwxDF5tbLpcjccy6cbtOsFoXjAYge2eYFt+jqwxtn7NJrRHfJKZSjCUhtj1YBwAi0TQqX9E5W6vVkM/nne6rvgLtS77xRyBVLZr1pJYNACdlqKVGC/Pw4cOYmprChx9+6OqfwJvP512eVWKxTrZ2/cVaCdq/fMzXasiJRMItDbfxvLdKYnD1eUufdguTrcDdCs4KZvwlO6+PUSmIKeBaPbcd+/VpvepUI9tVbTcWi2FkZMTFFyu7ALbBQ4GXy4oJKtb5pzG6qvkqE2edcQnylStXsLGxgXw+70CfMzv1Xy0vkzrZ1NNtgVc94nxeuwnUDhg1Ifkdw6O4+bhOlAqK2r7Ud8fHx7G+vo6BgQEkk0nnmFtaWsLQ0JA7on5mZgZXr15FsVh0ZSNg6GDVCIFmc3sjdAVJ21+VeflAWJkkWZ36D3z91wcYVl5SQGRbpNNprK2tuV3XKAmw7XzjhSkWi7ln2XHBvsb3MJqBk50Fu+7ubhw/fhwzMzPuNG1G/ugqP7XcbHmtk01Jlp242H+t9WbbhBMh9w3ReN7dJLJ23++V7ljgVbDdq2BhuBUO0t3dHTFz7czG59pZU4HMdiifrGA7PD9XuUBPS+BetdQMgZ0np5L1cu8GdnRlo6olc/8FrQM764dh6CIieDJDuVzG2tqaO0beZx0oiNqwMu2wlhEwb77rrPbmY+sW8HnN5uYmrl69iuHhYRc6plshsu7j8bhz2Fy9ehWlUgn9/f2IxWKo1WrIZrMuP6VSyYWPjY6O4tKlS6hUKo4t66TG9iDgz87OYnJy0i1E0Tqw9aKWgw98rRPLtqsPtPkOtpOGAxLItc4TiQSKxSL6+/uxvr6OqampyAkaPqLim1RJArS/a5vTasvlcpHJQ/tPKpXC4OAg+vv7ce3aNYRh6CzEYrEY2e+ZP2rl8TkaNUJwtoDrY8Z2ItQxCMDpzbOzs9gtWUtlv+mOBd79ziK5XG4H8PpYgx0EFrDasV8LxFbXJeOlw4CmcDKZxMjIiGPjOitrWA+dI2omAtsnA3BvAQsKtp60HKqJ3XfffRgYGMD6+roLN6KziGCojI4hZqw7DqB2AK+ArczVsmTrmPGZzrFYzMkx6+vrKBaLmJqaQr1ex9DQEDKZjBusdK6pY7LRaCCXy2FkZAQ9PT2RwcsQNR6uyRVok5OTaDQabuMcTuY0zZl4OkO1WnXtaM9Rs2Wx5q22lZ18tU3bgTjvVWcu69hqmvw/l8uhWq0in89jaGgIr7/+OqamppwMYfuOLQPzqCseefoE25o6OycPgr59TrFYxPHjx90ZerRSKPtwVzuOD2W97DM6WbCPKTPW91nwZ7LyThhunVbd09ODq1evdoRBB5Ug7ljg3W/iaQ3K4PaajbThrIxgma4dGArGOgAoMxA4i8UiRkZG3AnAbCjLMn2mG1kwtWJly0DUTPclbtl3+vRpDA8Pu05sIw003MwCKEHZN8P73mtlGpu08ytw6/UsJ73uQRCgp6cHk5OTeP/991EsFhEEWzu71Wo1txE867xQKODIkSNuI3nWw9LSEgBEdF+GIAJw+0Owvev1OjKZjFucQAcVt2Dkzmbq6Wc7ajk58JWl+erIsjb7nZ207MTPNqeMYMMRObmWy2U88MADaDQa7kQNO4na9uEzwnB7tZrulWzHil5vLTM6sQYGBlw0BLVeRlywbJRz2G9VFuF7lUTZMW3rsF3SsdDb2+u16G5lumuB11YMHWsAIp3XV9nasTTcBohubq5aqbJcfudju3SqAdtxxf39/W5FlWpl6izYDdj5t083tSYsy5FKpdxm8MPDw07/ZJ2p80i3YbTAqXnxaWV2UPk0T9Y536ETkJ2I+A7GyYbh9sKSVCqF6elpzMzMuM1nVIujzs9wPcoEsVjMaZytVsuFUtEqSafTOHbsGMrlMq5du+aAfG1tDbVaDbFYzOn1XV1dCMOtLSA1bpb1Yp1UWnafCc/rfJphO/PYWmFM7JdBsB3GpU5DXgNsbaF5/PhxNBoNTE5OupVn1vehckEYbu9qRguDk5clK2wP7Rd09MViW4t1jhw54vYK5raRXMnGSAiON/YJ7fPat+xva3XZa+3fmr+enh63daS2x61Mdy3w2srUM77YMX16mgVdbRjLfHW1mYKuL4RMgZdskftGUFtk51GGoeXRRQ+aRzX9uegC2HZm2EEbj8fR19eHfD7vVvHpkmXKGlyiyc+CIHCLE/SEAJvU9NTBqb+ViWg76d8WvPkZ60EPRqR2Tta5vr7udnPr6elBOp1GtVp12ziqhcBJS1dGMe+6b0dPTw+y2aw7b4z5IhOjhlwqlZDP5yMTloKKlYCsnmjBwNYVv1cnrK++uDhBGXer1XL+BYI0V6xZ641H1WcymQj4alIw5ff6DJZXJ247+XICpHTAiaG3txe9vb1u8Qt9I9yon2PLTvhWerD1yHHm61/t+rL2Y67e5JjxJR/x2E+6K4C3E6pfqVTadnr9zeRjZ1a7tUxXO2E7tstORPbF2VPBCNg+WlxZD/Ng88m8qLnq0w15DY/uAeDCyNiBNzc3sbi4iIWFBaytrSEej7vdpPTMMH2uPt/qvbaO7eBr9xxf4jNpvhLYEomEA7pUKuXiT0ulEsrlciTUSwFB6xCAY4EcmNb8j8fj7qBObdNarea2feRhlroSksuurRzA5NNqtQ8yv8yLfY4yUe0jbH/KC9ls1m3wQ2mE+unCwgJKpZLbN1c3QYrFYujt7cX09HTkKClrajP2VjV7u9pR2TgnJGD7uCIdd9ymdHp62i0YopONDmXdt9j6CqyPwPZT2/72OpuYZ+6cRhnEl26WBd8VwLtXIbm6SE0kYGfIhzWjfcCroGFNOpUfFKA1mkEPQRwYGIhou+rpVYZrmW67vDNZXVgTByBDsWiuszzc4Lter7vwGR74R/Dy5UMHkC+PmrQNFKytZaGJA0j3SmBEBp/R3d3tzm5j+ch6Oemqh1/LHYahkx/IBO3EpUBCxxsXTgBb5jkP2uTkwNAn3YDcRiq0Y7/aflrOdnVr+661IBSEKacwgmVubg7lctmdPs1JOp1OY25uzlk66qjztaWGePmsIZZbNV+dbGi50YHa19eHarXqWLpaNKlUytWpdZ6pk83KdqwPrU9fn9N6VmzgGLqd6a4A3r0SjzsB2oO0jzVYcGMDWr3VmmiWGetmLOy03GaOMgNBl7/Z+fh/O/C1Zio/t+FYXBvPwTUzM+PkF5ZvfX3dnQPWarUwMjLitE0yLoKPmuk+c07z0gmjsJOibSuWifIOZQar62WzWXR1dTnGRnDkgNRwMP2tTJ31pWUlkBB4FYS5GouHWipwEujIelX6sezXgqsPkG19WSBhWTTfOpFT8uD5eUEQ4L333sPs7Kw71YMkJRaLOZM+FttaIchNiaxkYJkl72e7qAWkJEXvZXQJn5FMJlGtVt0+wa1Wy40jG1amzl51tNn+o/m1/c3KObbOeS2dsbcz7Qm8QRD8zwB+G8BUGIZnbnz23wL4vwPgouZ/Hobhd298918D+EcAmgD+H2EYfq+TjHQiJ7RL3Olf2YANJdH3ADsBWhmxZb32cw5mu1qNS1Ap0BcKBa/Jy2RDXCxT5/fWBLXPoSlWKBTc6QlBELg9BthJ6UhZXFzEkSNHcOrUKZRKpUjdkGlqx2V5rZ5r61T/9wGt71r9nO/SDVZ0kmI7cK+GINg+oJL51eB76/HXpNtf6sblujKL9W2Xy/Kzdo4shp9ZC6vdQGdb2/rx1atKHPo3sL3XBgGaIXWtVgtvvfWWC4OjY5ITV6FQwOTkJA4dOoSenh5MTU1F9nxgWRRkLfAqoeF9eq2yZv2OGn0ul0Oj0XALidbW1pzlxjZVLZzv0Wf7/Aq+/tousZ1YL7czdcJ4/xcA/yOAf2M+/x/CMPzv9IMgCB4E8PcAPARgCMD/FQTB6TAMd+4zZ9LNaCZ6sqwFBAVUvseaa2q+KMDwR+Nn1ZzlhjUEXTq9dJ9WNWmtBm21KE0aAeAblPrMWGxrT4He3l63Ac6hQ4eQz+cd411dXcX4+DimpqbQ29uLBx98EKVSybEEAjTBTuN7+dPOceLLu0+/9tU/y6h1wnzYQc3ryORisehyVIIgrRCCKVmwAqDeqz8sf6vVcgCqDiSbH2XQWlbm35rqfL+Csi/iQZM6pXitxn+zrfi5WlHJZBJHjx7F+vo6Lly4gOvXr7uYXjqAy+UyZmZmMD4+jqGhIayurqJWq7lnqZXD+tGJaD9Jy8D+USqVUKlU3IZSlBt0gQbB1wKvto0CPn/7+mC7pNKP7suxV3kOgl17Am8Yhn8dBMHRDp/3FQD/NgzDNQCXgyD4AMDTAH6675ztI/nOrwL8lU02wGQbUgHBN2gs+1WpgbMlHTTKithRFah2m43VnKOXXpNlG9yRa25uDvl8HuVyGfl83umR09PTGBsbQyaTwZkzZ1AsFl14Fbc+BBDZfD2Xy0Viaq1UovuWqpVhB4J1dllWZ0Gn3WTDetIJR9fz66Cm6cnBqod5sk51GbCGhmm77Ka9a7ISg69cvN/2LW1rX32p/GGtJDr3NCKB15EYJJNJHD9+HIuLi7h+/TrGxsacpsttN0ulEmZnZzE7O4tyuexidamvtpPBfG3lsxjYRr4JiUdSzc7OukUZ1Hl3i6Hn/7ZOlQn7Jnr7YxMnXUqBnaZ21rQv3YzG+0+CIPjPAbwK4J+GYTgPYBjAK3LN9Ruf3VTaa1axAezATseGZb7WI2ob09fAPmcbV/Iw1jSZTKK7u9uxTYKVeqAtGLORbdpNLlHWw9VXtVrNbWfIyIZms4l6ve7ChR566CGn5TG/rC/GaFrdVM1a26E5MJTxMa+WyfK3tUqURSlYtZuQ9D5r9tpr9VmMDrEsl+xXmZidLH0SjwVVzYuPsbOetT/rtUxWWtK88Vr1CZDlLy0tucmfed7c3NotL51O48SJE27lXbFYdAtByuUyyuWy2yOETJj9vR34av+0daFSjko4tMCUsXK5fy6Xc6Fv/NEl0VouHzlSx6kSKn7nA13bP5lI5vYCXmvNdZr2Zydsp38N4ASAswDGAfz3+31AEAR/GATBq0EQvLrHdbsOQAA7QHe3wW4BFIAXcH3gC0QXWFBuYEwssL10mWFZqrESoLRD6tHfCliWLShQcANugjYPZgTgtoCsVqtIJpNoNBqYm5tDrVZzx96zcyvDWltbixyFHgRB5IBJdmRdMKDb+PlYngUeC672HgUg2+bahrxP+4KVXux79HN7rZ3gfIBpJx1ff2R76fW+/up7l96jlo7G6bKuddIlK6TuzTPzbATN0tIS8vk8RkZGnJO1Xq8jDEO3hzE3w2f8KveyUC3cTlg2jlytBz0phM9RZy2fk0qlnJXICU5jj9VRan/aWaLtnOQ+oLU4ofLPbmmv73dLB2K8YRhOysv/JwDfufHvKIARufTQjc98z/gmgG/eeMaeU8VurFeXtJp3tAVSdm52gnYmjWqDyqJVatDTeovFovMoa8yoPSpcNUldrsuyEqzbAZkyIJad3tje3l4XcsUlzGEYuqWQdFywfGRPPLQxCAK3YADYuaqMCxGYfzs5KevdjRGwHNrZ96MbWqBXlqPSCFO7waSyBb/XulfZxFcGOyG0kz7sfVoHtp1ZzzZum3nTmFYeYZTJZBzz5dafvJcLdwiw3EyIbLevr8/tMUymqe1vSYqvDrU8dHirTKIOMYI5sBVCmE6nUalUMDo6uoPx7kaMVNfVfPH/3YiUHdP83QnwtvtuL+vc1deeV/gfPij/fg3AWzf+/jaAvxcEQToIgmMATgH4+UHewcRZ+8Z7I59LftxnvkrWv32LIfRzn3OtnbbUam3vXAVsARO1VR3MOoBUI9VTbfXEB5bJPsP3Q+CKx+PI5/Po6elxpzVwWSfXv1N60F2pCE7x+PbxP7oggBq2dQZZJ4uPwfqAlO3mY7oKWPoum/Rd9nPfPQqi+mP7lo+h2ndYxmv7oe7m5iu3vstGUGi5lD2zb/E57IOUtwC4/Tyo3eqkE4bb0R6xWMxNytRSga29rAcGBtwpJcwXrSpf31PHq9ZTMpl0cdAEXyUxPgmCwMtoAhIajtV2zNY3vvW3b9yzztSK1f+1X/iS4o1NncoNnYST/e8AfgtATxAE1wH8NwB+KwiCswBCAFcA/Jc3Xvp2EAR/DuA8gE0A/zjsIKKh07QfDcV3r2+WBKL6j77HArB9HhuUwBuLbW3Yrctt2bH4DrJjdkBqXAQ9zZc2vpqYtlPwGYVCwckczWbTrQbSY79psmosJBcMxGIx51ThijfmUwFT64JSRCd6mE1aTp2gOjHhfNfYAWWvt/Vqy9LO/FTryJrVCuAshw9QLWnwAbqtD5bF9gu2C8GE7biysuKYJhkun812X11ddRMvN7pZW1tDPp935j6AyKGoABx4qmzWrp7T6XSkP2tstUpnlB4I7oVCAZlMBo1GwwuU9rfKd1p/Or4tWWqHIb7x3a4f7gXMnaROohp+z/Pxn+xy/b8A8C9uJlOeZ+55jTYQ7+nkx77H9wzfMykzsFMBcKE51F8VdHVg6konPp+bgvgGOMHILuVlPrLZLEqlkjv+nKDLlXS6ykdXsvG5DMfj8lLGROvuUCwv36tmvQITv/MxPPu/NeM5ILWOtQ5tX9DJzwKb9gdtA5t0YNr+ZPuU5p+/tU+oFcLkY77tpAf9TuuW37G/MM9BEERYJDf3ob7K9xGkyVzZX8l4FxcXXd0XCgXXXxYXFyMav5IWrSdN1KXZn7TNlB0riWDd8VzA+fl5hGHoWLltT18bap+zjNQSqXZaL//3TSi+d95M+o1YuearKMtg27HdTpMOFvs8dk52HN07gNer+UgQYwegPqzea2Cnpqv54LvJFChbNJvNyJHmelIDBxRlBGVTDFwn2BHMVE/UAaR1q6Doq2tbj2RO/K1tptaB3mP/5gotYOfqOh+YWmBTDVqBjM/zmbFa/z4ZwU62CjLtpAsmvp/38f06UbKv6Iouth3fv7y87E450cmQzlSd0FRu4C5vBE7WMT/XPqkAp7oz+zfzrycY25V2TDpR5fN5dxqyjg/bj3Ybuz5CxXptR6K0Ddtdf6vTHQ28u2kpmjjwfNftdq9lXPY++7mPASvj4O713KyEsz5Dt4Bt0FIHAjunaqXMn2/AMh/UZXmmGvcRoLbLUCIAbn9WHv6oAM+BvLm56Rgz88H8WXNXgYfXsz52q28tgwIBv6dnXuta28nHePXZPma2G/hxkGnS/rRX/1GWr7psO+eaT3rQ96tTUK9R7VLBV2UH1lGj0Ygc66NOqoWFhUgkDKWo9fV1JJNJ5PN5l59sNusmb1tnvnGjkhH7fTwedwyY/Y71pSAfi22FvlUqFbdHg/WndDq+tY7VcuD1PiZs+6biibXg7LsOAtB3NPB2WqDdzEI+RzvJbjPfbnmwrFffSTONbJfSAQcAG5KdIJFIuE7N5Zm8hx3dB3J8H9kQHRj8CYLtbRV1wxmuxOGyUd0QhR2NsYu6kxnLBiCyAMQyfl+97mZOM+lgZIyzZTo+9msZq9atBW0LevZvbU/WbTvm5PubbM9q1NYBaPuPJRY6eVlw07rWUEYFXrYRwxt1smq1Wm7HMurAtHA0bItRNuvr665vqRPPB7acROPxuOtDZNjcrEcjLHgd975gmVKplPORrKys7Bhjtj/tBpz2u3YMV9uY/VCtib2Sr490glt3FPDaTmkHnG0A/q/g5WsAW8l7MUnfYLEDVe8hkHKnLPUCUydlJ9MNSPSZ7PQak+sDL+34GiOpTE+14zAMXecnqM/Pz6O3t9fVXRiGDvRVR2S0A5PG9RJUfJOeZZu2nm17KsCoHANsSwoc3Ko52vpTM1jbTu/lO5SNWlBpB/R6P6/X96rZrAzYB7a237VrY98JD3qKsk6cfL72M+an0Wg4GaLVajkWyncTaFgndMDqcevt8qvl1dV/tp01dFJjhPl8HkqazWZdjLEv+SyJduDsS7uRLdYl+7q1pNrlxwfku6U7Cnj3Q9n1Wg09ITvr5Fk+MNjrunYDJpVKuT1jNeRGTVl+ByDSsAwtI5BaZuib6X2ThzI2IDqI+Dc3eOaCCr6f4EamxGTDz/hcNautxKAMwzJMHygrANjn2mcqsNlkJ1YLmu1CtyyL1zrWMvh0drV4NCno2jpo14c0LyrDKOhyYrWMF0Bks3FOorFYDI1Gw8kPCpA6Aam2rDHCzIcFNsvI2c+4aRH7MfNHWYxx4ppPTlq04KhR+8iXJh8Zs2k30qRtru1OIucrd7vUKdNluqOAV5OdMa0Zq4khUMoilQHuVSGdzJo2XEobjJ2OR5aQJQDbcZActAq8emwNgZtMQPdB0KiEIIhui6e79DebTWcmqtlHGYRMiTLDwsKC2ywFQORZHFhabtYnn6nm7G71ah0wWofWyUYQVzO5ncnvAzHfdwog2p62r/iew//5HB2gdoLTv+3z9XlaH/a5TMr4LfD6frP9CKBsIy6U4J7FAJwkxX5LkLSx5vQT8B1ah7425wIcgivLmk6nUSwWHTHh58xnGIYuH4z/1XftZrEy+epwN2Jl+5X2A65G3a199Hn7AVymOxJ49zt7qMOBYn0nYGt/fI3N1K7itQOrE4GJkwE7t0oP3HeUOhtPta3VahG5wDJFlpkTjp6Cy/dwMHIdv1oCsVjMbbk3Pz+PUqkUkRdUPtGBpp7rVqvlZXlabq0nft/uc7JeApoOBA76TtrCtot9l+9/BXk7mOxvO3nwWZSK7Eoze619t50ctO6YJwU/lZLsQiCOA2rlS0tLWFpaipxFSEDWZbsqfa2urjqnLJ1v1pLSpH0lm81GFg8piyWwKhPWZ/IZ9Ef46m231G7Stf/7rEdNiiVq9fDe3XBlP7h1RwLvbuyWSQupjiS93jrUfDNmJw3iY8D2M8ZO6mocfbZ6dXXLQoYLBUHgTlTIZDKRGEbmR0Gh1draX6HRaERAMwgCtx0lTTzdcYyDjPlZWlpym2Rbk5+/+W7VM7U8Vte07bNXPerEx/fos3ztqQxZQdpqf7a9LZu119i+1wnoEBypX6oObZPWjwb+83qdZBRUNYTMt/JSnWTr6+tua0VG17BcDHPkZjgAnGNrfX0di4uL7mRrxoJzbGmZ7PhgRAStPpIQ3WdC44t1BScTr6ckspu10A4jfGPbXttuUlUr1sYg2787+X+3dEcC736TD2D3qrDdzJh239m/dZBTs2IHs2FFGuO5ubkZAWlKERsbGy4kjcyDgGoTOwe9v81mE/l8HmEYolwuO7kgmUy6AZTL5Ry74zPT6bQ7DoiOQWWgPuZmwU4dbiy3D8T4PJ9nXFlSEATOq+4DL21zC8D6Pisv8F22HX11y3Kp/qvPV8cLQVFjt33msAVj34QFbG/EZJ/DdrOrutTpxrjcjY0N5HI5Z2Xp5N9sNrG0tORAkHnmCdn84Ybku8kLBEvGsNOJTMAlkBKM2b8I5toe9NGwD/gm5XbtqO3tIyvt2ridhbvfVZj7TXct8NpBrfqUvc6n5/C3b3a0M6C9T+9VZugb6EzW/GL4F73PANyBityijyK/r7xqhnIFncbvcs093z07Oxth49SQY7GY245vdXXVDVQAjhlbFsw8kGFzUNuNflSj5XVqqlsGq4OYzg0LTmrV6PM0r8pEd7OYNNk2V9C17cjf/J5s16dNWivA9jfVhO01nHgtsdDQRCtBMGacMd1q+bBtubiG1wRB4A5A5Um/nPg1nthacfzNlZOlUsnJCmxPSg0kGmrhab1ru2gd2snUtplO/Nai9U1+PlKmE4uSCD5rP0y203TXAW+7img3s7X73jd76mD1BdBbELYOFCbO5BZw9Dc7IcN2gO3jugm8jMdUZsN8aP50M3YCcLPZRKlUcp2fx87zf27/xzKkUim3CbWydb7PWgLKhjWkbTeT3jeYbP0nEonIJu12sFvwZX3b9fqd9AG9Xtvetnk71kWHZiqVQrFYdHskaNv73m0BWH8sKNlJhHnTBRRkwDxotVgsOiAii2T9tFott4iGZVheXsb8/LxjvOx3tp2Z9F6ShUql4vagttafhtlp27UbX1rfGo7H8aPt0o6x+tpbP9sNTPfyJ9jnHQSY7yrgtYOESb25wE72op/tlnwDz95rzR92DOtp1vza5yiDVKbIz0ulkmMeGxsb7phpy8YUkOkQ0ZjmWGwrgJ0m4+rqqnOkMf8av5nP5yNH1FOvZP5UCvCxH19b+eqQScFAJQ0yqOXl5Yjuy+eqicq823f7mKUCSbt883PfJGGfy+dkMhm3FahOAu20XjtZ2/68F3Mj0OpCGVpGPGePZSUA8h1cvciol83NTczPz6NWq6HRaEScacoEdeUiy8i420qlgnK57PagJtDq3gx8nlpr+pmWS2UkC756j29S2ouAabIWmY4L3zl9tzLdVcDrM/vZkGw0NXfbAal+1+757a7huwlCBHsOADIRXmcHjgVd3svruRCjUqk4c49aLq+1PxzcYRju8ET39vaiUChgdXUVMzMz6O/vd9oeWa+eZpDL5SKshwNMTXpbr7zXshOatnZQKItkXdof6tQaKkWWr9EWBFJ9joKitqNGS/jahUBloygUvHkP255xpzwOXOUO6wjSz5gXH6jopGp/1LpRAA6CICIv8NlknWy/iYkJbG5uolQqIZVKoVaruR9dvs5EkGW0BOuAkhB3NOPz7Fgi+NqyKWnQ9mF/5712Yyg7ke1GqOz49bFTlXGUQCnw7sZq7eedMuC7Cng1WVOTexIA7fVancl9bHg3c9NXwQqeum+t1T71/fosdmA2OAGJITWlUskxVd0FTTsv/9e8tlpba/I5aHp7e1EulzE5OYmxsTGcOnVqB3gr08jlcgjD0EVVcIAri1GQ5KBsN8lom/jYnoIl64zP01VanFCs1GBBXH/7wEsBmvdr3/DJGfp8ykTMJ2NkdfNw29462eyWrFWj4KrOM13uDWxtMMN+pPXIfBJkx8fHkcvlkMvlsLCwgNnZWdRqNbda0vYn5kkBhSvP6I/gMl+VN9hHdOWjSnBaVgVdlpWToN3tzeZLn6ttbr+3RMEHyryHdW3f00nq9Nq7Fng1kenZEBUFDduhtbEsy/CxOguYHIAMm9HzofQ6O9gswFgQaLVazgPMbSapvSob8NWBnVwajYbruH19fejq6sLo6CjK5TKGhoYieiRlB4K73SyHk5uP/ekOWsoqtR607FoX+mPZH6MEmC/925qkCoz6mbatNSeBnavm2PYqTegk69sIXN9p68GCgP6t+WPi+xmloM5TnmbNPsC60jA2BTyGb8ViW/ssv//++0gkEujp6cHS0hJmZmYc6OpEbttBpZ1YLOb2VKhUKm5nPN0pTp1rOkFbaYVtpuONsgktG/ZflZzaSTgWyG37aySIfq512Ww23cR2O9NvDPAuLCy4DbzZUD4tSStdB5c+S6+3f1ugIKMgG/GZiao/cxDbfRYsWPHZ2WzWOZtUerD5tdEc/H9xcREA3LlWy8vLeO+991AqlVAul11n5sY8zDNZEjc70Y7JTknz2g4qDlwFFZ8jkoOP91lmxXog4JLRKQNWNq4AaFmSrz1tyJ9docf82PAoDXnS51mzVculoKyWi9YJwYHPIvgScDUShYkTtU4Q7JOMMAjDEO+//z6WlpYwNDSEjY0NTE9Po16v7wBd5k/bUPOooWO66T/LZydTPW/NZ4VoOch2dUc9GymzW3u2I0s+HLCsl3XabDbRaDQiFsDtSHcd8PrMWABu9qbm1i7IXKUAa6L7zI92jgBgezkkNyXREBzVefV5fCY7MTulNW10EOXzeXdSgA5IvV7zZ2dvsodYLIaenh6Mj4/j9ddfxxNPPOGOHWJ5wnBbYtABrfXearUcK2E9KzhZ0CN4WkBWZqLv53t0oJJRWQ1XJRhNPgtHwdQyZN/kqxOklRh0otQ6t2XTdtfJVw9I1feyPrlsVUMEtR8x38ybTpbsU1yh9sEHH+D69esYHNw6sWtychJzc3Mu0kXri89X8GWb7ga6sdj2jmSsD10+z7LpmFIWStDl4o8gCCLPt9aDTmha777J0PYD+x3LtrGxgcXFRUxOTkakS9aJ7Sc3k+464PUVPAy3jjafmJhAoVBAtVp1LEk7MxuYDggdsLaBLIPR/7WDcmA2Gg2srKxEzBmNgQSinnUg6jzQpKYUB1Mul0M+n484w/iOdvmjfLC6uor5+XnE43H09/ejt7cXo6OjeOONN/DII49E1urTQUK9UtkmTUEFdh4Jr+CkWjDBhn9bS0AHj5bfLkRQ8OX9yu60jpk35teamdoPFDiUMfO31Z2VuWld7zZh6+e8jw4rK50o8FoLyq7OZP/j8ygr8B2bm5u4du0aLl68iK6uLqRSKczOzu4A3XZ51TqlrpvP5yO78PkmL51ofLJFOzCknMV9fHVBiiad7CwZsgCsOrnigNYly9doNDAzM4OJiQnveoBbme464NWks+DS0hImJydRLpdx6NChSMSArXTV/HQAKYgxWSZsTRR2yFar5U535co0O/sqM1JTzAKP9SwzCD2fzzupwTJ42wGZV9bR0tKSe25/fz8GBgYwOjqKc+fO4cyZM5HNS5g/PalCB48yF4Ip2U6r1YqwFKuDMl9WW9PvqEmqTqgMR2ULmxSkNORKJyULfj5A1fYnuPgAxJbFB8BaLmXaJAD83p6qy/fbiYNtoFIJV4ep1XDlyhW8++67qFarKJVKmJ+fx8TEBBYXFyPRJnyPL3HCYchcoVBwy4L5LrY7+0Oz2XTA7Asn80kCLD/PCWR5fHVtLSN9NvuqjlMLuDrJsS0SiQQWFxcxPj6Oubm5yCRyq0EXuMuBVxNDrrjWnDswsbItu7ASgGWLtrJ9Zis7AUGW6+N9G0f7Zma+225lqV5hBXgyX+vRtmxX2QDfwfxNTk465jswMIDx8XFcuHABx44dc4H3ahryf1+onk5gyhwt0PJvnSSYL+aXTFonP5UVVEe0rM/mh3nX0D5bN6xnBQF9n05A+nzNr75P61mTWjkc8FbmaAfE1jRmUsDQyZtAvL6+jomJCbz//vsoFouoVqtYXFzExMQEarVa5Jm2v1tWzkmfFhdjdQm2zIdliNoHFORsPbK81HaXl5fRbDbdYZk6jpQZq6Rhy6Iyn5ITtX7UOct6p9WqMsPtAF3gNwh4OWOSfXFrOh2QdttD3zNsIwJRYPOxTN1rgeDL3fvZOdhZ1CxTNsVn8ztlNPycAe96PIuCiIKAslQdXIuLi7hy5QrCMERfXx8GBwcxMTGBVquFo0ePolQquQFN5wzN3rW1tR3gpGa4aqCWlSrD8k1iWte+wURZQReb8Fqa29ouCmRqdpKV8RlaFl+UibIxDlwel6NaMdtCGaDKLDqJ+v5WJ6suFVZwY9+Ox+ORxQpsg1arhdXVVYyNjeHKlSsoFAro6elBo9HAlStX3CGSCn52guZvslzGKOsGOHyXTmIcV1q/Vn/Vvq3tzaXO/AnD0JEZ7ecageIjRnZy0vdpWJ4FXtYB/QU2asT3vptNdzzw7kb1LThyy0WNibUmhmW87OztmKl9nzakslEGqXNQcrtGztrtNEF2KA445kedGwomeqgl303QV83O1o/W58rKCq5evYpms4nBwUH09fVhbm4OV69exdDQELq7uyP6HZ158XjchZRxcKqZrn/z/TYkDdiOeVZG6tNOdZJrtaJHHREoFfwUYPnudqyO/9uQJ9vWClLchpOLWVTPtv1ItxXU5eFaD5o/9gNbdjtRxeNxFItF57jid0EQoNFoYGJiAmNjY87XsbCwgEuXLqFer0fIQzsAYznIcrk/roKu1o9dzKLtrYSinYQDIOJI5BigFcj+oXLGXuNT+4OOeQVf9j1OXCRGzK99ri/ZMb2fdMcD734Lxb1H9T6NhdTVZky+TsHPdUD7GJuyPk4S9M6ura15Q6v0PQpgBBh17qiGSmcLARiAu9eumrMTCDshB8XKygquXLmC9fV1DA0NoVqtYmVlxa1sqlQqbnMTnrvFPR+4Y5WyMdYpOzdZMBC1EnQBgDJT5tmCtk6aBDOW32rA2pa2rWyd81p14tl+wzyzXDSFdT8L1Vl5v5q2OkHaSUPzRMCxLJzv5sRD5smJkdJWo9FwIWKUBWZnZ/Hhhx+6Y9+1TnyAy5ROp1EqldzG5QR5YPtEYwDuSCndRa/VarlTKKzM4nsf+4OuntS+w/pUtsv7LavW+mRSoNUfm5/NzU13CIFOJNaa0XQzLPiOAd7dmG2niVsJqv4EbHdsgq92CDtDWhC25oZlI0w2lKrV2vLQcpGF3s/7rE6sTiUgutySYK7mZzwejwTPK6C1A3m+Nwi2nGdjY2PY3NxEX18fMpkMwnBLjmi1WigUCtjc3HQDnQOCS4q1TMpMlEUC27G/KysrzptOtukzKX0THP/nBMQJ1NduPoDxATPrgvm239v+Q0bGfKnmrHlXlq73NBoNxyQJWmpCW91Y88/7FNC4fSNPmeDkGIvFMD09jdHRUSwvL3u1YgtiSgK40xjfxfGk+dPJg6GNBEgyY60brV9Onq1WC8vLyxHrwDpjVddtl39fu/N/BV72Hbusn9dlMhnXX28FHu2W7hjgPWjSwUFhXs05YHsfBTIV1dharagX3jeINWmjKuNTsFTAYUwiwdHOxuxwZBac/QlGHJx6HInqonx3uVzG6upqBNhsspMMr5mamkKz2URPT09kD1x6mFdXV902lvF4HPl8HrlczumcupDEOnlWV1exvLzsgtJZJprfylZjsa1lt3bQaTuzXjiBWsbKclrNW7VbZbL8Dth5bpqCvco9tg8wr9qunGzY7+gQBeCYq7JXtjPzxr95Gq+CM60pXUquFsfs7CxmZmbcePABl69fhGGIfD6Prq4utziGZdPDZMMwdOxQ6zIMQ2chkTna96p8pXtOq9VofSEKvrvl3Xc9QZZtQPDVyCHeG4/HsbCw0LaO2qWDgPSewBsEwQiAfwOgH0AI4JthGP6rIAi6APwZgKMArgD43TAM54OtEfCvAHwBwDKAPwjD8Fd7vWc/GbcVzcQVOceOHdtheqhOqfezg/i0vnYajmW81DeZFEzYwbgptdXt+AyuUmPAPPMWj28dEjg/Px/Zrk9NfF7X1dWFWq2247woX13bCaZWqyEIApTLZYThlsOwVCo50Gc5OImwjGEYRnRflpmgyx3T1OTWxRAawK96m9YVy6HgaSUFPk8TGZpOipaVqtRjNT6d3AgMqssqqGndcmJQTZEDnm07NzfnQIo/eoSTWmNq6ehPEATuKHSyXp4oQibp8120Y72pVApdXV3I5/POV6LskBMtLTROCHwW+6qGUrL+VUZgn6HVpG2rzFvr00oDtj9bC0lDxizotgul40ZS9tnMo60ze81+UieMdxPAPw3D8FdBEBQB/DIIgr8C8AcAvh+G4R8HQfBHAP4IwD8D8HkAp278fAzAv77xe1/pIMJ1GIa4evUqzp49uyMuVXU3C0a+IO1277egSRbEiAM1YfgMshSabhpXyMRdyZTNqde60WigXq97TycmAGezWXR1dbnl050k5oHHCNEErtfriMViKJVKTiphmdiZrQmnJqedYFhGNc9ZTq1bn9WhA9O3T4IOcjuBEtjtZKrOKnWQ2X5BQOEEp5aSZWJ24Cu7srGklIbaRYnoGWW6XFkZd7O5dZIE99JdX193loWNIrFExPbtINjax5fbW5Jd28meB1p2d3ejq6vLyWNkkLlcLrJhDutI24rjQfsUJ1pKbeof2A0DLNNl3eukp5aHOsZVIwaAiYkJ5zjVetFJ0Jd2s5DbpT2BNwzDcQDjN/5eDILgAoBhAF8B8Fs3LvtTAD/EFvB+BcC/Cbdy8EoQBJUgCAZvPKej1AnotrtmZmYGU1NTLibVOms0csCa3Pq/mrZsIB202tAEQDI8n67FjqashonXMUSI9zD/1F7p+eU5a8yrst5SqeS2gdT62Yv50qTmibTNZhOLi4toNrc2VCe7ITPiwOJko+YvWTudgQQTfS9Bz5qqlp1q/eu6fx3IypQ0SoIOS9u+Wu+UPIBoCJK2AZ/VDmjtZKwyh2XE2m/JuPl8Zb8011W6Un15fX0d9XrdAW4Yhi6U0Scv+MBWP8tkMujq6orstEarhW2YTCZRqVQwMjKCoaEhVCoVV+d8h0pINhF09TghnUj4HdvZMnw7UWg51ApRkmUX0vB7iwEbGxv44IMPvJjTDnBtPe51naZ9abxBEBwF8BiAnwHoFzCdwJYUAWyB8jW57fqNzzoG3r3o/W6AvLS0hIsXL+LEiRMRwGRlM4REBzy/V7OUIOB7l88BkslksLCwgKWlpbYDjbO5grjOvGQ4Wk7qfN3d3W6gXrlyxQ2wlZUVxGIxN1iz2Sx6enocO+6kM1hGxGiMWCzmmPDm5mZkXweag/Rqk8Fubm46bZj1wIFoB6OCj5qjtAoIsBonrJ/ZZ/qkCcoD2hf0t8ZKqyWhEy/fw4nCmsH2tzV3bR9Sq4d5I3gRcHVnMdVYGfPK43l0q0i7eZKdJPS3/btcLqNYLDqNn2FzXNmXTCbR09ODEydOYGhoyB2OSmeaTdq/VUZQrVv7Ji0A+hMsY9Y+avu0laV8IWQWxNUqCoIAExMTmJiY2FGOvRisErf9WOcdA28QBAUA/x7AfxWG4YKZccIgCPYldARB8IcA/rDNdzvAoIPnuXsuXLiAp59+Gj09PW4A08xgvK0ORmUeZGI+JuwzKfibwMcdnxjWps9h52LH0sHO9ytzU30wHo+7+NowDDE5OemcaQTfSqWCXC6HarWKarWKycnJCDO2v7UsOhExMsTuf0vQ4UYsNtSIei6ZF7Ctobdjflq/+r8Cq4Ktb3GGLQcHljJtq9PqoFPGpm2gSYGXfYp9RfuC1qWyLZVlyCYpR9Da4LOo/dJSUimHeuXKygpWVlYc2+VJI5YU+Pqq5jUMtxxq/f39TmbgCi5GtHCHvNOnT6O/vx+ZTMaxU92Uxzc+1CJhWWyb03JaWFhAs9l0ewvbet2N8eqzrOSg/Vejb1TXf+utt9BoNDqytm2f0zx1el9HwBsEQRJboPu/hmH4f9z4eJISQhAEgwCmbnw+CmBEbj904zOb4W8C+OaN54fmu44y3yavWFxcxIULF/Diiy9GnDlkWOoI00ZV8xeAd4BbAGGit58OjkqlEul8agqtrq46WcE+T81V9ciSeZTLZQwPD2N5edmxo/n5eayvr2NhYcFtcj00NOROD1ZHmJVStA7UgVatVt0x39zngSE3BDbmjZNOd3e306Tn5uYijjXWuw4MOzj1t/3M972vDbUt9TnWMWetDl6/2yDnb06a+ltlCjV5LWCqJk7ATyS2zpnr7+9HT08P0um0k25sCBTbhAyXy8g52XGybEdcLJglEomIbNBoNFysMuWHWGxrP2eGHPL51jlKEFOJjeBGmYzXad0TlGu1mnMyWxBrJzVoe/t+22ewztWKmp6exgcffLCjjvabbinjDbZK+CcALoRh+C/lq28D+IcA/vjG77+Qz/9JEAT/FltOtXq4D33XvNv93UmhtLHefPNNPPzww+ju7nYr2tiRfea8NUN8jAHYeU4TE1cU1et11Go19Pb27tg5i/eT+dJ0170XrKlqzdVMJoPe3l5MT09jfn4ePT09LtSMJiilh8OHD7u15xZ8beL7VldXUa/X0dXVhcHBQTQaDczNzTlpQyWH1dVVt3iD+2N0dXWhWCxienoaMzMzaDQaEUZJhufT7VQ2UCtAma9KQXyOlYR8pqiCrw58+z59tvYRzaPPyUYQtlEMBEhdjsrruaiiWq1iYGAA+XzeOcy465ueakILh065UqmErq4urK+vY3p6ekckA01wWwbtv4ODg25j9IWFBVfGeHzr5BIy74GBARQKBQDR/YQ15lVZrzpCqflzctO65KSytLSEWq3mIiqsE5z17EvaF3Ts2DbSuteVhL/4xS/cuYast73wZr/YZFMnjPc5AP8ZgDeDIHj9xmf/HFuA++dBEPwjAFcB/O6N776LrVCyD7AVTvZf7DtXN9LNMN/Z2Vm89dZbeOmll5DJZCIsgwH4vgZT8181X+ZHGao1jxnbyPOrCCxk0byeTGhtbc3JDhZgtey6koee4+7ubtTrdaRSKfT29uL69etIJBKo1+sudjifz2NgYADXr19vm2e+i+VtNrc2gubk0d/fj3Q6jampKWfihmHovNfawWkyZrNZHDp0CJVKBVNTU1hYWIjs6M93acwuQValAf1h+cnIKXPY2FudXBSQ7fP0O1+d8G+CJYFQ77eSBfuGxu5SYtBJRNuxr68P1WrV6aqMIuAP2TNDxth3K5UK+vv7XV+v1WqRCdxaWzaFYYhyuYxKpYK5uTmsr68jmUyiq6sLrVYLxWIRlUoFKysr7m/6RrhPsz5Lf6uGqvG6VrJTkKzX69jY2HDnxmk0ij7fp1mzjmy0kNaDRt1w2X06ncb4+Djef//9SFl8xMRXfzeTOolq+DGAdjl5yXN9COAfHyQz+9VXzHsj/zebTbz22mt47LHH0Nvb6wYQdTFfKJLOsmwADUz3ga5lvfl8HgsLC1hZWXHhYdakJUCRuQDbIWcWnPkO1Z0Zszs2NoZWq4Xu7m4XRsTt/8gguGZ/bm6ubZ1r/prNJpaXlzE7O4uenh4UCgUcOnQIxWIRo6Ojrv54H0PNVDNfXV1FMplEsVhEuVxGo9HA1NSU247QygisFzv5cPCSAY2Pj2N+fh6JRALd3d2Ohak8oFo5k7Jl1YyZZ60La91sbm5idnbWbadYKBQwODjo3quD3DrVaGozP3x2Npt15+DREuOEpmyNJjpZbhiG7t6+vj4AW4tfpqenI1s92vbViZV55YGqU1NTWFlZQTKZxMDAgIslHxoacpNad3e3W1DBMjGfuhOfNeNp2fGadrLdxsYGarWaC4n09VE+n2XgpKegqxOWWlS66pPxx3zPz3/+c9RqtUhd3Qyodqrz3lEr1252FrFpbm4Or776Kr74xS+6lVbUydbX1yMLAXyeVg5O5s0HDDblcjl3VHa1Wo2wZjtLq4OCA8PO2Naxxfxy9djCwoIbNBMTE0in05iZmcHs7KzTzqj7Li8vu3wq+9AfvoubQlerVVQqFQwODiKTyWB0dNSt/adDSCUVdTiRRTHErVarOZMYQGQZsi5iUB02Ho9jfX0d58+fx7vvvovl5WWkUikcPnzYbd5CgFCWZAHVp+/6Jk+9vtVquQ2F3nnnHdTrdSQSCQwPD+ORRx5Bd3d35Fm8j9EIFgiSySSq1aoDsmazGWHSvI6TLKUxglkmk0F/fz8GBweRSCQwMzODubk5t7hGSUG7CSUMtxbHFAoFNBoNF5qYTqfR29uLVCrljoVaWFhwfgVd3EKgY11Tf1YHJvPvkxgIwuxrPHJe937Q6/Q+nZis00xjdFVeoOXBOuSKwUuXLuHNN9/0yjG3O91RwLuf1MnMEoYhXnvtNTz88MM4ceJEhBmRcfpAR801fqdMRh039n10DCwsLERmXt9A4MADtvc+XVlZcYMUQKSTE8TJNDk4wjB0rD4MQxw5cgTj4+Nu+fD6+rpj3/Y0Zp/eSaYyOTmJYrGI7u5uFItFjIyMIJfL4dq1a6jVahGmwZAja7WwzshSK5UKarWaAwtge3c3lRpUijh//jx+9rOfRWKTl5eXMTw8jIGBgcgg5L2+SUVlDV/7sa3Uwbq8vIwPPvgAV69eddfNz89jYWEBn/zkJ12UDBmq1gHzwROjq9UqcrkcWq3t8DB9dxAE7nkEM15TKBRceRk9MzMzE5kIbbtqH2bd0CpbXl52fS0Wi2FgYACDg4NYX19Hf3+/m8wIVD7JTaNMOMFwBR77NkG0HYBycltZWUFPT88OnV+Tsltl8dYfop8R/CntFItF5PN5bGxs4G/+5m+wtLSEvZIPa3aTcDpJdxTwdkrTlansVSELCwt45ZVXcPjwYdfpqTspa7PaEzVgApMV7PV9+k49CsjGaqruxh8yHprs6nhh4qC0nTKXy7kBlkwm0dvbi4WFBZw8eRLj4+N455133CAH4DRZZfcWhHQCWl1dxcTEBMrlMtLpNAYHBzE4OIhUKoVr165hbm7OAQQHggbPK3sn42A+K5WKW+aq5ilZLtPm5iYmJyddGTjoG40G5ufnnbNUB6TKCqw31pOCsE8esNrl8vIyZmZmIoyu2dzaD2FpacktsbZRE0EQuLAwWifUahVQ+R6GCWoIGh1PxWIRw8PDGBoaQiaTcSdJXL9+PTLB27GhnzGP9HdQ2gjDEKVSCQ899BCKxSJarZY7449EQuN0bZ9RK4WrvjjBMx5cxxfrnPUYhqELXeMmNTbR+rCAzbqzpEglDE7eqVQK+XwehUIByWQS586dw3vvved9ny9ZQtHuu92u03RHAW+naT8mQavVwrlz5/Dwww/jiSeeQKFQcI2mnno7OAkUOkDYuOwIwE6NlOaM7rrEjqYNQ3DRjcb5Xt3dyWc28rcG2ANwZUulUnjyyScxNzeHsbExBEHgQnlSqZT7m89R55DWMbW3Dz/80F1H1soBNzMz45x5wLaeqjGvBAaaoTxGplKpuEmQDFCdTwTjSqXi2pJ5o75I6Yj/s0xc/aSxmvoMOn5svC0BSs+eUwuIdcRTm3WzGP1et4FcX1/H0tKSC9NiHDDLx7rTSAg6pEqlEo4cOeJC9Wq1Gq5cuYIrV65genraab92Umc5dFJMpVKOBbIeUqkUzp49i5GREaysrLiTH/SkX5+kpv2GbU2wozxiT8bQ+lcQpvSUSqV2SHk6efMe64tRi4d/q3OSoFsqlZDJZDA3N4ef/OQnO6S3driyF7Nt9/du6Y4C3luhsfiesba2hp/+9Ke47777UC6XI7MhBxwHgnZiMsNO86cdnB5oINrZAOxgY+l0Gqurq1hcXHShX7zeB7r6LvWy06G1sbGBw4cP44knnsDk5KQrB8Gdx7Zreeyz2cHX19cxNzfnBtj6+jrK5TIymQwOHTqEMAwxMzPjVuzxXu5kRvaurIwyD2M2afrpZjrqCDt16hTeeustt5FPGIYRQCaQqNbIfHDw8j6d/DgxMLCfA5ohfrFYzOWPpzewrk6cOIHu7m60Wi130ohaKwQdPSmYMoaye+ZjY2PDmf90YJLpdnV1YXNzE/V6HVNTU7hy5QrGx8d3rBC0fUb7MvOoe300m00cO3YMjz32GBKJhHM6qUVkQdf2R30XtwstFApuZZuVU1j/Kp+trKxE4u3tmNLENvNdo8DLd8XjW1unMk/AVqjplStXdrzro0x3FPC2S51KELulS5cu4bXXXsMLL7yAbDbrQIUmF9mPvsvOZBZAfYkzLMPFgOgO/NZMoxnGxRA8bI/MQxmMrQMfSHHJZxAEePzxx3Ht2jW8/vrrLm+6Z4RurG7NJZaXbI3vWl9fR6VScXpld3c31tbWnOyg6+MZ7sVJQSUT1QVpkqs2qHU+MDCAM2fO4JVXXnFO0ZMnT2JwcNBNJtbMJKtUlqxWhw5Qq+trdEAmk8EDDzzgHKZBEGBkZARnzpzZwTS5ATjrkuUDtk8B1r5Aq4LRNisrKw5MuRFNNptFrVZDvV7H/Pw8JicnMTY25vZoUIaofUsZOv0FlNfYd7q6uvDyyy+jXC5jbW3N9Tn2KdvvdUzYd9XrdSwvL2NwcBDVajWyyY3KWwqO6sDU65l840ylO9/Ys2xXt+CMx+MYGxvDT37yk8jyai3XzaZOsequAF5t7INW0OrqKn72s5/hwQcfxMDAgFvtQwcAGZ31eGsHtu9W9sT/qQ8TtHiPdchR79Q4xWKxiCAI8O6772JqagrDw8OReEg1xcnUgSjw6qBPJBL49Kc/jZmZGXz44YdOt2Y4GCcI1S+1vlWSabVamJqaQqvVQq1WQ61WQ1dXF3K5HEqlkjtoVMGPpraNzVXNnPnU6IhEIuHkB7bN2bNnEQQBZmdn0dvbixMnTrhVVNoWFjAUkHVCtZ5xy+7UnD19+jSy2SyuXLmCRCKBhx56CJVKxe2FocunNTxQJyHNi9UhebIFQZeb0SQSCczOzjrQ1d/UgK0uzcT65eTNDdE5hlKpFF566SUMDQ0560OPJmJ/YhnoNPRJVEtLS5iYmMDIyAh6enpce3NMqd6s+WU72GX0vvL4JoJ27c06B7bki0KhgEwmg/X1dbz66quYmpra8fxble5KqeF2pw8//BC/+tWv8PnPf97pPisrK84RpvuNAjuXJWqnA6Kmk9X3giBwXnirU1mQ5zu4+u3o0aO4cOECcrkcyuVyRKujHq0LQWyoFB01zWYTlUoFX/rSl/Cnf/qnWFpacoOCpjQ1XzJEJjvhsJzUdKlZFotFdzYXNUyNSeVEpHUai8Uim4M3m00XFqZSQhAEDlzy+TyefvrpCNvRAayTmjIxZbSWCSrT1Xu1/GynkydPuo2XdKMg3bZRBz7rgWCq+17w+apvq2zAyJjp6Wm37ePi4qKrc/om+DxlnzTj2Z6xWMy1B8vfbDbx4osv4tFHH3X9QDcyYhtxoubyYTtRBcGWT+LKlSsolUoYHBx0fcgCtHVm8n9KTNls1jtBWoat7W0Tn8c2TSQSrm/GYjFcv34dr776qpMAf53prgJerfDdZhY7M/P6zc1NvPLKK3j88ccxPDyMbDbrmK/GAVKL0+fxGexEmif9m9cEQXQDa71On2EdB7FYDD09PTh8+DA++OAD3H///W7ZJsGj1WpF1ur7Bo0C6rFjx/DZz34W3/rWtyIDkHtGkPkyb7Y8yjKoiTIwngtF9ERi3YUN2N7QXZ/JySebzaJQKLjoBPWC2/ZWp50dnLuZnsowWecKgtrG/K2TotarJhu9oSyey3up9Vu5if1Rt9CkPANsxaAz6qNWq7nnMLbXxwzZNzg5JxKJiEwEbDHx++67Dy+99JLLj57erGVjXuyOYWT5rVbLOV5PnjwZWUrN+me++GPbgn1U91PZ6xm2zVRiYN0AWzJRoVBwPoaf//znbgcyiyO2//jq1vf5QdNdBbyaOpUd7KCcmZnBG2+8gf7+fiSTSeRyOSwuLrqYRg0v8+1SBmyvQ1ctkANLdUydfTWvysZsmYAtGeLw4cOo1Wq4dOkSjh8/vsM8J4sh4PmewcGxtraGJ598ElNTU/jrv/5rd30Yhg446VBS1mnLxnvUlKOkQlbBxEHAwWrrivdzVVZXV5fbFc3KJj65x7JdLbu2vX0f/7fsivdb6cjWhbYfnwUgwkA3NjawsLCAWq3mrB4bbsZ7CL46qS4sLLjIBi5y4ESnLN0mBd1kMumO/mFqNpvo7+/HV7/6Vdd/ydZtuB2dUpygqVGzXzWbTUxNTWF+fh6PP/44stmsu19ZvW/C0fpkv6Bj26cnW7LjayeWne1Ktkufx9jYGN58801v/+gEVC2O3CwQ33XAu1+wtYNmY2MDv/jFL3D27FkMDg461svOzwbUdfUW5AkMOnurKWWBl/lQFqUdTD/ntfF4HKdPn8bbb7+Nq1evoqenBwAiHniNGmCHV6auk0MsFsPnP/95jI6O4uLFixHNbnl52Z0oS7baTmZRpwg/J4AEQeB2KtN6tIPJDhRGcnR1dUVkEgWrvdpZtXJtK5rcyjptsL1lzZadtWNHVrMFtoCEq/4WFxcjspKvnXXjllar5XRyOn4JwhrWZh1qTKzvVCrlZB8F+WQyia997Wvo7e11kyL7j9Yh88w9GRh/zFNUEomEi2++//773U58PtBlO2rS/qBhhD7LBNg+x9BuPalAzome+WAkA62wn//855idnY3Uve/v3dJB7mmX7jrg7TTtVjGjo6M4f/48BgcHHeulHsdG1MEC+JeVWrNXQZc6rIY3qXNDAZHPs+/I5/M4deoUzp8/j4mJCaeDsaPqIg9fXq22lkwm8ZWvfAV/8id/gkaj4crYam3FUrKj6l4MPmauA4SDTQcLHTUKvvzOtg3fXavVXHyvlsXXjsrM2rW9DmaNI1ZAVfDVdtXn6//62/YFloUnQ3DvBLsVJtuF15PpxmIxdygoAHcaCDVgu2jAMjD2M56Eovt+sL+99NJLuO+++9xeJQAiYKZltEDHSBMu+FleXsbRo0fdRj22rWz92ndovrQv2OgHX1607fkelV/IdimPTE9P4+23394RhvbrTHct8B6U6gfBlsPm1VdfxRNPPIFyuexYL2McreNK38ekmpQmshIyXh187OzWJGLnsoAShlurik6cOIErV664tfOqyXHgWuanzEXZx/DwML785S/jz/7szxxD5iSxtLTktv7T5dQ6sVjzW1crBUHgViDRGaPxu1Ye0MmLurENaWrHvNkmth9YUGd7KHDxvbzGSintQFef387c5YotbVs74G2ZGFpHBxrrjQ43u/Tc1+cYSsjtQTX/m5ubePzxx/GpT33KAbLt1z5i0a6NgiDAoUOHMDQ05GXxOtHYkEVOhrxWHV1aTz7Q1R99F8cZ881lzpz8z507h7GxMff9fjDjIDjTyTt2Lkm5S5IdhJraMSFN165dc9vBcTNpOhPUdLGzNX9rp9D8qJnMgW+ZjjqndFDxOVpGAG7zcz3Vwi5zVhNUmarmlcD4+OOP49lnn3Xhbvx+c3NrX9RkMhlZXqzl8jmSGA5FXVLP1NJBqH9rXmm+Mq+64my/4Gvfwbhg7is8Nzfnts7UCXAvzbfdd7ogQn0D1EOBaCyrT54gGWC/4KbmNhyNbaD1QE2Xu4oRGDWsrbe3F7/9278dAT/fpGXLqX2HE3oikUB/fz/6+vp2RDDYNieB4WSkCzN4jfoBbBv49H7Nl7Jd3hOPx522G4/HUavV8Nprr0U23vGl3ayn/ZK7Tq6/Kxnvfmct330rKyv4+c9/jtOnT7uVWLqDGU1UHyPlM/gd9U01y8l07DPIipQFqMlvtUo+r1QqYWNjA3Nzc5E16EyWTXJQ6vMJrhsbG/jc5z6H+fl5vPnmm07vJUtfWlpyq3wov9iOyXzZssfjcRfuRPDUzquAQyvATiSqO1qg0ecoe1JAs/rz2toaarWaKwvjZHO5XCTm1Caf7qjXKogpqOhEpqBpwYPvCMPtg0wJtiqRWEDS3wyLpCbMZ7Jt8vk8/v7f//uoVqtO9lHQYlLSYcGG/Zg7zekRVGwHbVsFXWWjzJv2F/YfJR/KbH3xw8wngVvrPp1OOxLVarXw9ttv49o1PQKyfToorhwk3bWMd7fUSeWFYYjLly+7cBhujqwRAjZI3Zo7lvXyuTT/2WEtEGiH5OBsF2QPbDNc7m/LNff22Taf+pk+B9gKIfryl7+M/v7+SCgZwZdHC+Xz+R1sxIKBZbO6YsvHrPQ6a0L72JbWrf5oHizT1cFPJ1W9XncnhOi+CT5Hm+bTvseXT9v3tL0VfDUpYGk/U4nE98PvCboso04EnAS/8IUv4MiRI5F9LLQ9FLS0zMwr6zAWi6FQKKBUKrnwRi2nzxLSH92PRPsmpQ/Vd9XysVYm38n+o2w3FtvaBIgLWRYXF/HGG294y+7Dg91wY7d7D5LuaOC1mg4/O2iyFTs/P4/XX3/d7aJEbVJX21jgVTNN2Zk1h6ib6uo1ABGgZQe1+0boYFWpgssf2fk5cLTTa6iXBd8wDN1E0Ww20dPTgz/4gz9wbIj5DoLAyQepVArlctlNJJaxat1a6cWyRB9DtwNWrQ0L6gp2vglAQYk/BCXuZjY1NeXOxeOqRd+EZ5+r+fYBtIKBnYj0fp98YUHcArlvcmH8M7Vg1r+C2Oc+9zl84hOfcCGSGiqoC0fIun3SEvXjYrGIYrHoFnfYcmt/VeC1fd0+Xx19mh+OKZWb9G/NH+uO5Ins/dKlS3j//fd3TIY3k24VHt1RwLtbp7PX+e49yPPPnz+P2dlZZ9boElc2LkHAx3KsDgZsO5poQvo6qP6vrMACh3YamlI89VUdUXqfzvC+6AB+vra2huHhYXzjG99w2xYC28yXjppEIuH2SvWBCJm0bmjOQWWPo7FMjqkd+FoQ89XLbgDJONnV1VXMzs66/WsVdO19Cqi+/Fl2r+3lY7aWEfIdygQBuLqzziT7rHK5jFKp5AVd1vGzzz6LT33qUy4awWrltv3spM9nci9hRgmobq3jwxIJley03vQz9nvm2xIaC3AK+NYHE4vFXCgjicVbb72FxcXFSP3dDHO1VpnW5X7THaXxdloI33W+z6xmY0EjDEPMzs7iwoULbvNnyg3KuHQ/ASAaOcBnqUarn3GfA2Us/K3shOYcgIjuaNkeAY754I5hyjhsHdh6UkBeW1vDo48+ipWVFfz5n/95RJtttVrOhM1msxgeHsbs7Kzbo4DvTyaTkaPeda8Kmoy+BRG2TXQS0rxbFmplCJ0EtZysD04A9Xodc3Nz6Ovri8RD64SiprBl5T4CQHCmdUTT1/5YpqmTCNs1mUy6PWl9E04strUtZyaTccuHyUiZl83NTTz22GP46le/6p6jJrsdA6x3K2/EYjG3exwdhdwAiM9gnrSeLMPVyUvLD8Bp2oz6YX5saKS2uQK+9nWOXeaR49paSQcFyptlyjbdUcB7q1MnldVsNnH+/Hk8+eSTKBQKzlzR5b5czqqdw4K6sl4CEoFXB5uPXSnz5ec+bZSJCyM4ywdBsOPsK04C7UAF2HYera2t4eMf/zjq9Tr+6q/+yg0oyiX0lCcSCRw5csTtA0vApWNSGZtdsMB8tgNd5pvsyQ48y3BZN7pAQ7f1VEAkIHG5rTq9bPupXs/7OcD1vRz8ep1l0O0mfWXi9AcAcHGn3OVseXk5shdHb28vgiBwpz5rvDnLfOLECXzjG99AJpNxk6btR1o/WkesB7YjJ1H2FZ/ezvvUorGSgraFXkdSos5dXbikda6TqkqAvE8PPw3DEO+9955bMHErtNn9PMNigy/ddcB7kJnHB2DaCa9cuYKrV6/izJkzTm5IpVIRM4gzrHYK+1ztOPybYUJ0iAE7TVg+V9mPj8UxqZYHbMcUMy/qSbYs2nrxCYzr6+v49Kc/jVarhe9///sOEGi2ra2tuSPdjxw54o4V0n1cNWn8ploDVqvVfOvAVVbrY2k6qBUsfVEh1sS3bJMMr11MKv9u952yUi2fyjx8B/9XxxPBTreVzGazjgCEYej03Onp6ch+GGoVnTx5Er/3e7/nTpCwE63WMeUNzZtadQroYRhG5LfdJhSfs1IT399qtdxyavaz3ULHfPfze+4Ox4lraWmpoxAy2592S/vBnU6uveuAl6nTCtvtGnbKWq2GCxcu4KGHHnImFVcAsYGVzVjWq78VfBOJhDtRIJvNuk5FkCUYKUDY/CkY6G9KDAq+ygLptW/HHO2AJHv63Oc+h4WFBfzsZz+LsA3GYyYSCayvr7t9eJvNpnNK8jo1B4Eoo2JZfRMK86Hms+bBDki9T+umHUBaicJ3r/3M1rsFfrUy1Gqx17DcCmY66bLd+MNJihZFs9l0Rx3p/g+s376+PnzjG99AX1+f25TeVw9WJ2dZqY/a65vNZuQwU35nn8n/rdZtrQq1QFZWViLl9RGOdvKR9gtOWpw4xsbGcP369cjYbJcOQuRuRbqjnGv7SXbmPegz2BkuXLiAer2OIAicCa0r1zS+0sfA+Dx+pmyDxwCp5MBktTztvNbZoe9WdqKzPycOmv46OCwD1ERWG4YhvvzlL+PJJ5/cAXw0bwnqDNtRBmJjOrVu9N3t6sLqhMpUtV4twPIdeq3eq4zWgqe938e42rFhn6bps2gs4GnSulNwArZPYubG5yQDOmH39/fjd3/3dzE0NOQ2e9Ky2z5g64kOWzXzdaLQSdAH4D6W66tXvY+nVbRjujbpvbong8oMjJ1+++23MT8/3/ZZNyM93ArZArhDgdc3qHzfdVoJnVw3Pj6O9957D2EY7tjYmp1Ol28y6ezPxI5ECWBlZSXi5eX1PuZgzVYLUAruuuKLIMD8McaznWPFvpf389ytr33tazh9+rQb4AQEDpiVlRVXzlar5ZxVVi9UMPGFE2niNarBthvMfLYN7/MxXr3e5+RTdmj7l++5mn87Uer79FoL1GG4vc0lgAh4sS7p4GJon56Yy2dXKhV89atfxX333eeWGGu92jbWFIvF3HJ5y1YBRJikLYctjw/sta3t9dyYvV2b+PoqtV2Wj/XDn3g8joWFBbz55psRGcmXdsOYW3H9XumOBF6gfYXdCtPASgXAliZ57tw5rK6uugZVYAOia//tALODVUFBj8+xYGLL5mMlPpOOJhbNfF1Fp2Fg+h3v9TFflo3LhnO5HL7+9a/j6NGjkbJxhRR3q9JThfkcgr/qhO3KrhOUD3h9oNFOprA//JyJVoKazXZCs21rAVffp22m+QbgZYqW7fM6rX9lv1zMwyXEDB3je4vFIj7zmc/gzJkzrj1svdn6Zl40br3VajnHI79Lp9MuwsdKM+2eazVu26dZRk7cLKeNTtG6t89RpxqtU4aQheHWoqjx8fEd/cM3Ge8HSw5yz25pT+ANgmAkCIL/GATB+SAI3g6C4P954/P/NgiC0SAIXr/x8wW5578OguCDIAjeDYLgs51mxtfB22k99rrdkg/g9DcHx+XLlzExMeEFXrI23WPX5lH/1wiHZrOJRqOxY2P0duag9QhbVqHv0XAu9ULTLGXHtKZiO5Cit73RaGBoaAh/5+/8HfT29rpryHoJvsD2Rto09dQUVDZuy6t6OOuQpqSP6XcyGfsmKtsmPuBuNxH6JlkFHjV/1RqyZbPgY6Ue1huwPUHopE1gZX2mUin81m/9Fl544QW3v4NdybhbW7PPUGul1sxoBm1TrQ9ff2wnHdn7eB0XrwDbTjyf09q2g7Jd1hPLwaXq586d854w0Q4D9sNiff3voCy4E+faJoB/Gobhr4IgKAL4ZRAEf3Xju/8hDMP/zmTkQQB/D8BDAIYA/F9BEJwOw/BAe7LdqhmmXdKKm5+fxwcffIAjR4448OUgsPqjxh7qb32uAi/P1OIepzSz9Pp2bEuf32pF4zKBbU8+Z31gmz0SnH2nA9jn2kG7uLiI48eP45Of/CS+853vuGB0HlXDoHqaeWQzuq2k1otKDzYCRPNF9qiMkd+1a0Mfy9W60/bQd9nU7jPfO1SisaDL9lWg57X6TNa7nsTA0EWCIoFV2er999+PF1980Wnu9v1adpvI+i3Y+xZwaH3opKETCb9rV3dkqGTWjUbDRcTYOmoHulrH2n8IurHY1vaPly9f9o7Hdul240u7tCfwhmE4DmD8xt+LQRBcADC8yy1fAfBvwzBcA3A5CIIPADwN4KcdvKuj79qBnX7XadJr19fXce7cOTzzzDPOOcXoBnYIgoLGN7Z7N9koO029XnchQxq/qY4S3q8goWUlq7TmPd+vDrcgCCLsU8vsAxArPfC+Z555BpOTk/jRj37kzGnuRqabZTM2U0/x4HtUx1OHigVChrYp42Le7G5Yep8FRpsU9Ak87Qa5vkMnsnZMmeFdrGu2LeUgllFZoQVtXczBjeQZwWDZ7tDQEL74xS8imUyiXq9HThvme/ksNdntZKihbApgan1o+/i0XGu9+eQZ7YsLCwvOUtJlzMyftpe+g+OOY4Ayg1p558+fdwdZ+vCik7Rf/Dho2lc4WRAERwE8BuBnAJ4D8E+CIPjPAbyKLVY8jy1QfkVuu47dgbrdu7wztm9w2O9vJl25cgWjo6O47777HHAyLAzYPnNMQaGd1EB2wgUP3DOAe97qvWQTtpzaKZVF+cLEfOwuCIIdA8ianj7pQ0E4lUrh+eefx4ULFzA6OgoADmx4egTriGarDigyQLs4gfnf3Nx0ERMalkYmrXnXpAzPtoMCwG5OOAWJdvVj69nKBrrke3V1FWEYOulHAV/bkT+8z7e0l5MYw8fCMEQ6ncYzzzyDwcFB1Ov1iDar+dT+4Ssj607DuXSS037Jd1v/hq0HJksaeB03dydxsexa2872T9XPAUQkEcoM77zzTscHWerEYNt+t3u0nve6frfUMfAGQVAA8O8B/FdhGC4EQfCvAfy/AYQ3fv/3AP5v+3jeHwL4w3bf72Ve7vLcmwLftbU1/OpXv8KxY8cijcvOD8AxMpr27XRDNYlo2i0sLCAIArdtHQeisjrbqKqbKZvS9zBZwNC4Ua0XDiTLdn1MYWFhAb29vXj22Wfxne98x5m9a2tryGazWF1ddbGmnJiAba1SByF/WC/r6+uYn5934T89PT3o7u52da/s2OZf8+hjdSy/D3jtfgg+GcLHoLVfEjTJdpeWljA5OYm1tTXk83l0d3e7DVuY1DrRduDOXTa6gZE0vOfEiRN48sknnc5udU8+Q9mrLau2ge0Llq3asts2sEBsJ0M9YbnRaLjVdAq6dmK1z+PERALB+9k/giDApUuXcOnSJfjS7SBoN3t/R8AbBEESW6D7v4Zh+H/cePGkfP8/AfjOjX9HAYzI7YdufBZJYRh+E8A3b9x/27j9QaSHd999F5OTkxgaGoqEq+hKGIKvfb4FAjJe6nZ0lpANN5tNF7Zm2azmabfOQybsc0S1GyztHCO+svDQxQcffBC/+tWvcPnyZcdUAURO67CTkAKgghzzsrCw4JYgA1snw1YqFQdqZEY2X+2ezedawFF5QSc3HygTlKy8oO3K+tKtJVlPjCoBgO7u7h2Ml+1uEycYAO5+AjJDv86ePYtUKuUWU9jwRi2DTnrt+pVKHlon2q+0rtu1gT5TJw4yVUbDhGG452ZA2ndZx7owxTq/V1dX8cYbbzgJw6bdMGA/+HCzYKtpT+ANtmrkTwBcCMPwX8rng+GW/gsAXwPw1o2/vw3gfwuC4F9iy7l2CsDPb1mO90i3onImJyfxxhtvYHBw0IXW6EbVNJvswZD6W3U9ShbslGSE1PKCG3qVBS8dRGqispwKqhppsRtQK+jqRkAqM2hiXrg5+oMPPoixsTE3UCkr8NgebvKiAGf1XHU6UvNTOYRlJvDyCBcyHTXfLTAQNC3Q6/Vqheg1ln0pMFkwoMRAtstyqVlcr9eRz+fdUlaydj5T32mBhBotnamtVgsjIyM4ceKEOwBTY8MVuNS5pu/Vd7I/afKBoDJ0JRP2Pp1MdTk064eMlXryXo411hGfoTIbZRyGuk1OTuKtt95qO/ZvlTzQaeoEzDthvM8B+M8AvBkEwes3PvvnAH4vCIKz2JIargD4LwEgDMO3gyD4cwDnsRUR8Y/DA0Y03ExSk0r/7yRtbGzgzTffxPPPP+/OblKtV0OI2PiW6fKdwDaTIUMGtjeE0bXxPgZgB7yCp698toz6HMt0Ow0FYkqlUjhy5AiKxaKLcODx8MCWTEPnId+tjN/Wh3rzw3DrZIhyuewmKa6OYz51n4l2bMmWpR0A2zrWtlMQIfhx0tSJTr38QRAgn88jl8s5nZfgw1hqbR+CCSckRoewToIgcBsssQ6PHj2KTCbjVg5a3VPbbLf+3i6yg/fpvT7LwH7Hv/lcZfSq/6qW7NPcbb5ZF/ZoHxsiuddKNVtWfcftAOFOntlJVMOPAfiC1b67yz3/AsC/2PPtHSafGbJX8pmm+r+vc+r/V69exfnz5/HUU0+5sBWewMvBxs5PQKCupe9kJyTYkGloh9Yzxqy3XQc6/7cr4DqtNwu2Ch7tnqXAsrq6ikqlgmq1ikaj4Va6tVott86fE5TqkroHgbJLYHt1VDweR29vL0qlkmPD+n7LEBVMmfd2g8kCvs2DDnR6yC0Y6HO0TXQzoEwmg4GBAbRaW7HOOtlo2zebTQeyZMsEJbJdOi5Zj9lsFgMDAxEWqZOv1fJ3A5d2pn27PqCfcyJS8LYTGcumdax177Ps9D3WquD4oWWgRGh+fh6vvvqqsyKZH1+ZtT7sBLLXONrteQdJd8UmOXvN4LulduaFBWObNjY28Itf/AIPPfSQYyO+0DJGOOzFBHwmvN0UxXrwreZqwXO3Mtn6soxXQbcd29W8sqyZTAaFQiEC2Po87hPB+tnc3HQrsLSM/CmVSkilUshms+jq6nJShZbXB4y2jFYusdaAZVo2cXKhhGJNYFs/FugJKNVqFUEQuH0/stmsY7sqp1AmILAyLI+rugi6fDZPH7GnDtuJWfOnfcJXlnbg7OtX6njj/z6ZgJaMde6x/XcDXLXaaPHoCS5k/hr6duHCBXeCcLu011i3dbHfew+S7grgBTqPy/MBzl7P8z0DAC5fvoz3338fjzzySGTrOXWoKOsl8/A9y5piOrh9ndE32WinbCcLtDPbfDKDdartVVfUXNX813wp8ysWi1haWnJ7DlhWz8HI0xS4fJWMynr/bR1o+bUMCkh2dZW2ga8+1aGmDHu3SQlABGDi8TgqlYqL8uCkzOey73BlIQAUCgUkEgnMzMy4FY7tnGbqsNotXz4rT/Ph61e+eta6aNdHbL+llcf6sE46dfTZvsrJj3WkE6FanvF4HPV6HT//+c+9ZbJl0Tqx5fBZx3ZCavf5QdNdA7y7pd0kA1/q1DxvNBr46U9/ilOnTu04ZYEmImdly8Qs+7TfcaBak81ezw6vJnW7jmZBW8urP759EBTsbCKw6EonX1lbrRaWlpYAACMjI6hWq6jX6xHLgHqvmo5kizbawFeXCsgKqL4Jhv/78motAAVztWislKGDlhMKgEhbskyaBwIpAYWOWTrfJiYmXKQC248TAd+lq7fU4uD3eq3mWUMQ7eTj6ze2HvQ+6yBtV6/8XPXedm3haw89Poj9hltX0oJ64403cPXq1cgzd5MPOhn3twtobbpjN8mxSTvOra4EJl9DXbhwAe+++24ENHQPBy6T9a2T5zMsu1V2tNv7bdnVVLMMWetHO43PmWZZrgVdmw+9b3V11elpzJPG64bh1jaYk5Nb0YbVatWxP9/BoSo9aDlpVvo2KeKPbkzDcvhik22cK8toGbG1BtQ732rtPEhU29FGSPhWx/EZXEBQLpdRKBQwNzeH2dlZB5Asu4Jbq9XasR+DtpW2n4/9+9rbWjq+id8CthIGC56+vsxJtd317UiBjRYh8HLSbjQaeOWVV1wIWSdWbiepHSu219ysBHFHM14769i/fZ/tp9I7mRXX1tbwk5/8BCdPnnQzLsNj1GzkMlkfg7UMtJ1zyJcHn8moDo52TF9/W5Cxnd2yQzsY+VyC0dLSEoJgOwROlwezThYWFjA+Po6jR4+iUqm42GUfs/Yt31VQU/BRxs/kkx18MoqP5Wq92Dy0AzhaILqPh022XTVfsVjMhd5NT09jamrKASqfybzSytjY2MDi4iLy+by3HbXeyFq1f2gZfex3LwvNFwPNfu2bqNUqsHVrx4gtB3fYo1bMXfYUeF9//XVcuXJlRx1rP9hP6vT6mwVcpjuK8fpmQ/38Zmeyds/fK126dAlvvPGGAxuGTOm+CIxTtMyik/y0YyEKHLyHv9uF42jZ7DMUhNuldhMR87a4uIjV1VUUCgUUi8XInhW6QxkPl5yamkI8Hkc+n3dhZhYsfABiWaNluwQj1Tt9DNZOOLa+tWy+Z+h77D7Bu0WhWLmDP/F4HLlcDrlcDktLS5iamnIxuWEYRja4D4It51ylUkEQBJifn4/sy7DfNtT+sJu+77Ow+Ll9brsJzU7ce+VV86UhZLFYLCLxxeNxzM7O4ic/+UlkUcV+0s2A526kaD/pjmK8///2rjU2ruM6f0NSJJe7DCXqZYqySYpWYsSB6rpGm6AN4hgwkgaGAQcJkqBo8yNA0MePFC1QJCjQB9A//dO0BYK0AVL0gaLuK0UDF4EQxQQqObEtWZFjS4oamqTEN7lc7ptaUtzpj71ndO7R3Nc+SfF+AMHdu3Pnzpw78805Z87MBGmzHEE+Ga986nFVlMtlXLx4Ee9///tNnCmdh0Xmc6VScZGxjHkM6ii80/NAe56X14u2+aNsxCs7bBg58Dpsb29jY2MDPT09SCaT2NzcNPsM9/X1YWBgwEyAUAdKp9MmYoFP0HANjPsUeaflmjT3E5KmRRoYtyh43jZCpryIvGVInYwq4YOpNMW52U1EJgmI/wdgQqEqlQpWV1fNHruk2VWrVdduZH19fThy5Aje9773oVAouPb68GoHtoGAy4bL1LYYgv57acG8nUm58UHLD7ZyUX6kxPCYXdqQvVqt4o033rDuuesFm1Lil1amiXJ/WOwp4iWEJcdmC8OvPAsLC7h69So+/vGPP+DrJU2IDoSkOEbA3SAJpC3xsnMi4g2bE5OcFKGy2bRH/iyb1mvrGF6uEbpG+wNUq1VsbGwgm80arYMmjKiTUHjU9vY2MpkMksmk8fXyzsldJ9xM5h3fq+y2na2IAHkMKPfXcs2ZNFq5nwTJVKald0Bl9tLavUiYLKZqtYrNzU0Ui0Vorc1kEUU6EPForV2xvKlUCsVi0ZAQr7d8h7J98MGNyzeMBmdrY3IQ5wOjzQ0i2yTJkn8nBYbmEGgQJxdDT08PFhcXcfny5dCb4URFWGUkbFov7EnitVXIptU1K2/bs6SGfO/ePbz22mt44oknMDIyYvX10sotboJ6jfw2zY/PPlMa7laQeUmStv3ZniVlyGfEbVoTUIveyOVyWF9fx9LSEnK5nMtlQYspSAa0V6/WGqVSCfl83siGa6TSfUK/kSbGtSpJYrStIfdnUj35xBj3GWqtH3BT8FWENoKRC1bIr8vT8q1COfFQ/lzW5XIZuVzOhNrt7t7fZlOGke3u7podvSgKgsLPvDRbeo78jcrDLQspa9m2vAY2TrC8vdoGdi8NWLpiqD+RLLm2S3ulXLp0yWz9GJYA5e9RrV6Z9qHVeG1opUbr9yz+eWNjA6+//jpeeOEFV6Mg8qUOLo9LAR7UJr2I0daY/AL//eDlL5ZasQQ9h55JxDA/P4+FhQXk83kXmchnksa2s7NjYnPz+TySySQGBwddPlLKh5M/mZlysOG+STmJxAlB+oL54EjXaEc1qfFya4Ty4q4IKR8OIkd+Hx/wyDqivRZIVnfv3jXfvd5NpVIxp6OkUikkEgnXpvpebUMqELLtURrb/VIJkO4eOfjIiTJbG5HPkoMl13Y56dJiiXfffdf1rHrQai4JU7Z9Q7yNoJGXxO/d3d3F5cuXMTk5iXPnzpmjtyuViunc5Ou1LYjg4OY2dVbuapAkzDuQLT8biJB4eqkR2zQRPoOttUY6ncbNmzcxPT2NQqHgOtSRg8uJm+la19wUhULBbDDPQ7PoPukPtclMxq7KSSKSKQ2CdPIHX+pNpzbw45J4pIjUvrnGxiczSePm709aFnxgUUoZOdAZanR6hN+ASPmUy2UsLCwYOUxMTBirgurFZUUyou9yEYTUVql+/DdKL8mSy4R+l/HD9Fyp2crBQGtt9mSmeG/qW3TuWy6Xw9TUFHK5nGfZo6ARTghCmHwPBPE2AinEYrGIS5cu4cyZM8acplGZEy/FoAblLX2dXqaa1wSb1wSeJDBJvF6TVXyF2e7uLlZXV3Ht2jXcuXPH7M/g17B4h6hWq2aS6NChQygWixgaGkIymXQNCjwon+6TA5HtXUgtnpMPLb0lv7TcorCnpwelUsm1pyuXtRcR2srFSRaAa8Ch8vT09GB3dxeFQsGUSZJuEEiei4uLJrphcnISAwMDpkx+BMzTeD3PRoryu62NSmKWvnybPLn8+GbwcrGEUgrXrl3DzMyM9f79iIeCeP1Gr2aMbLJRzczM4M0338THPvYxs88AjdY0cpM/0zYhRiB/mwzvkmYcpZEhZLKOUsvgxC47AD2H7qcwJiLdra0tzM7O4vr161hcXHRN+ARBpqF9aru7u5FKpcwpE5ysADwQHsRJkPK1TUpK07dSqaBUKqFQKJiDFXk8LJn4/P3QM3hECZernAgK0gCJdPmgViqVkMlkTLmCNF0v2VJExJUrV5DP5/Hkk0/i8OHDZpUYaeO8HuTL5W1EDuI8woFrvLxOAB6wVKQ8bKTrRfbUBviRUX19fUgkEkbbXV5exsWLF10Ld8LIyy+dHFDajYeCeP3QDKHyl6RUbb38lStX8KEPfQhHjx51zeSTy2F7e9sVj+mVL5mrEl7+M27Sybwl8XKzW+bF86B4WdrMJZ1OY2ZmBjdv3kQmk3FNTEUhCPqvlMLW1ha6u7uRzWYxODiIVCrlIl85mcMnq7hMCKQxy/AvIt1isYhSqWQ6NGlVNDjSe+Rhf9Vq1bhCOCHb3DGcmGz+XC7z7u5u7OzsIJvNmnLJSbQoMqW6bG5u4vr16yiXy/jABz6AU6dOuTbVly4Sno+0eLg8ZXu0WWD8P8mKT4J6abwS3A+vtXbtiUITapcvX8bGxoZv1AWXj5RXGJm2Gw8F8bZSeF6m7tLSEi5duoQXX3zRaL08HKhcLqOrq8tMLtlAGh1tPsOJR2pCMrrB5nbgmh/3fdL9knAB9wRaLpfD0tISfvrTn2JlZcVFEDZNWcpJgqej87Z4aBnVnU+SEfjSWl5W/iw+G0/nvRWLRZTLZZRKpQc2lKGQNyIYPplDZLS7u2sWe0hft3x39J+IXb430jIBIJ/PI5PJIJvNGpLxkqWf9Ua/03Pz+Txu3bqFtbU1nD17FuPj4xgeHjZ7GvuRO9WXL9vmbZCXR2q+8hq1L9kGvdwMvAzkCqL+Qi683t5e3LhxA1euXHENzlIm+9Hl8FAQL0e7XkS1WsXVq1fx1FNPYXx8HH19fWZZI2lWdDyQhNTSiATkckz+n2uENncD5cW1LSJaW1QEdQRq+Ovr63jvvfdw+/Zts1mLrdPUK1six1wuh0QigcHBQRw+fNhoWtSxSAZ8Qx4Z4SDlR6RLk1V0FhmP26V0fKtK7g+VsqHOLwcrmzuBZMV9rCSnrq4us/AknU4bl42XLKWJb/uNPlNZyuUyKpUKCoUClpeXcfbsWYyOjiKVSqG3t9fcIwd1PgFKgxGFqdnaio18Zbu0ubj482R9+C5t1IfIxVCpVPDDH/7QTKiFxX4g6D1NvPXMWnKiinqvX36yTABQKBTw6quv4rOf/SwSiQQSiQQGBgaws7NjSIAmCjjxSe2OvvPJJpum4uXjpXJy87Wrq+uBvRSA+3GYNLO/sbGB+fl5zM3NmbPPeIfxkoGXWeel+dI9tJotmUyip6cHiUTC1JfIlzQvvoKJDyI8P/Kp02QaxRJzLbS7u9u1MIGfmkHyp4kd7nYgjZu0bi4PSVqUD/+j6I10Om0siCD3QtB8hZQr90VTtEQmk8Hp06dx5swZnDhxAoODg8YFwa0EqiNfXEJaurSMOPHKOQngwYlR+cfrzQctGiRpNWgikTAb47/++uu4deuWSyZSPmEtBj8e6AQp72nibUQYYe5tBrHfunULV69exbPPPmsaDi0lpgP+lFKurRBt4O4Dm09Many2yQxKTxMURLzcBKRZ/Y2NDSwsLGB2dharq6uuyR6/iZB6ZETXqA7lchmLi4vo6urCI488gkQiYdIQ2RHBEinYojqIOCicj5+Lxwe3arVqFidorc3qOyIjSkOTO5x45MAliYSTC9fcKYqBBjZa5Wczuf0GLS/5SznQd1opWCqVkE6n8dhjj2FsbAwnTpxwLbwg+dLgwGPRufvBpmHzenNlQsrDVlZOurRoRCll+g4R7+rqKl577TXXyRKtIEcv0m01Ge9p4g2DRgQUlpz90lUqFVy6dAlnz541JEKkS5oUNTy+oYxfmaRJxxs/+WMJfAKFtNz+/n7XvhFECpVKBZlMBktLS5idncXy8jLy+bzVreCnVdg6lU075mXnv1WrtaO+79y5A601Tpw4gWQyaVaEUVm4mS81Hk7KNNARcRCh0Cw/+ZcpX1qwQM8E7vs7aVKUiEYeQsrlzutD/6kOdGz9/Pw80um069wwLjtZryDylZBaOLmtqC65XA4rKysYGxvDo48+iuPHjyOVShntlyZVu7u7zeBFAxe5fmzP5G3E5prgdeSkTKsEycWgtTZ+Xb6sfGpqypwswS2cZqNVCloQ9jTxNrvCUfML0wmUUkin07hw4QJeeukl9Pf3u/x+W1tbLh8WxY0C7vAdG4FJ4vXSuqgTURgOkS7XcLPZLFZWVjA7O4ulpSVsbGyYaIWgCRBZ3yBTT6a1dZp79+6hUCjg9u3b2NraMuet9ff3W7eJ5M/jpj5ZFXyFGicTpZQJKeMWRaFQMCdFcLObm9Nau08s9iJOPvm2vb2NQqGATCaDtbU1bG5uNqzp2tqtjaS564FkXCwWcffuXeRyOayurmJiYgKjo6M4duyYOZZIHj1FkSB+1gZvp3yAlJNswH3lgEiXVutVq7Wz+pLJJJLJJBKJBLq7u3H16lW8/fbbrrqElUuzYJN1M8l/TxNvPRqADbYGE+alhfmNXsaNGzdw8uRJPPfccxgYGHB1NtIkqPHRRjrUaWWsqjRl5XP5s0nL5XGP5DMlElhdXcXc3BwWFhaMGWrbuN2rvo2YYzZNjpNbqVTCwsICNjc3MTQ09MBRQNLUp/t5R+arwAAYnzpFivC4arqf7iULgiboyAVBO61x94ON6Dj5F4tFFAoFswEOnRIcZkCTA2zQ4OY3MPH86Hs2m8XW1hay2azZJ3lkZATDw8OGgIl8e3p6zIQdn+S0zS3w8tpcQfRHLiCadNZaGznT6cx9fX2Ym5vD1NSUUVZslpSfXGxoBmE2m9z3NPECwRUOIxCvNH5EEyVvpWon8F68eBEnTpzAuXPnzNZ9RK7chKPGTNqvzfdLpGibyABgNhEhvxhpikAtdKtUKmF9fR0zMzOYn5/H2tqaWSklycCPGPzcDEHaru0+KVuSCZnF/FwtihKh0CKyGGifDH76A5Efd72Qq4A0W+7CoD1eiXC3t7eNfGi/XHovtACEfMj8j7Q3+i7l6yUv6WaoZybeSzGRpMtjaiuVCrLZLNbX1zEyMoLJyUmMjIzg8OHDrj1viXzJLeMVd8wtAqnt8sGR/3GXWCqVMntPFAoFfO9734u05SPJScpXyiOsTNuFPU+8nUCQpu31okulEi5cuICBgQFMTk66ZtWJHHhcKTVC2XC5aSs1GJqoI7/YwMCAmSQi7W5zcxN37tzB7Oys2dSGL4Kg/Py0iTD1rQc22XKiJFOUP5ebsqTJ9vb2mk13aOCh0zF2dnYwODhoIhlkx6N8iVRon9ednR0zkGmtsb6+jmKxaLRX7gv3i/qwffcaiLx+5+UNoyDY8udtiD7zjYJyuRyy2SzGxsZw5swZ4//t7u421gZfyUhtSD6Hvz8+4NAAxFc80naqtIMduRjK5TLOnz+P2dnZhq2retBuQlZ7gf2VUtZC1KMFBKUJIpGg/G2NXWouo6Oj+PSnP43R0VHjeyTTjYc62epGxCIjF2ii49ChQ4ZwqXMA9xcoLC0tYW5uDjMzM8hkMiiXy1YNzIsspEnvRxh+CEvWYV1JfsREREzhfNVq1RwbT5OcvPPTeyJ5AjVTHLhvLciQND9EcUnJ+tjaUVQZeLVF271ygO/t7UUqlcLY2BgmJibw2GOP4ciRI8aiIC2ZXDkkF1lWGrg4EfNnkxuDlAaKYujv78fdu3dx/vx5XLlyxXWce1Q5eckgTJsNk1a6zaRlYcFbWutnrHntZeJtQr5WciPUQ+pBzwNqWtnY2Bief/55TE5OGg2DzGF+cgUnYN5AuSZM14hcuC+XL4C4ffs2ZmZmsLq6anYR4xqard5hZOBFxn4NnDfSZpFv0P1dXV3mtAuKEeYxuJJ46Tq9k2KxiHw+bxZV1NsWwnROGxH7uSJkvrJ8Xs8LImBqW4lEAkeOHMHExATGx8dx6tQpDA4OmoGJT4pJ5YEvUuGuHuC+K4JcY3yBxKFDh1AoFDA1NYW33nrLRDk0Ex12LdRPvEqpfgD/C6APNdfEf2it/1gpNQHgZQBHAbwF4Ne11ttKqT4A/wjgFwBsAPic1nou4Bl1S6YRM9jr3nrylA28q6sLg4OD+OhHP4qnn34aqVTKEDCfZOAB+NzNQJNK/LRdilYgTaRcLiOTyWB+fh7T09NYXV01xME1POlr5Ajbmem7V8eOMojZNAc/WQa5fuS9vb29xq/LY3UleGRELpczB3KGfe9cFkFyCFPXIE1OPtsLYbVf+swJeGBgAEePHsX4+DjGxsYwMjKCwcFBM39AflrbOXR8VzbgPumS75jv2re7u4u5uTlcuHAB8/PzrsnoMDJpJrzaahNIuyHiVQCSWuuiUuoQgEsAvgLg9wB8R2v9slLqbwC8rbX+plLqtwGc01r/plLq8wBe0lp/LuAZ+5545b3UoBOJBB5//HE888wzGBsbM3GK3M8rd/3iWi//r5QyiwFodnpubg7Ly8vmIMQwbgV5zcud4EW8YWTVKPFGIWbbb6TFkTuG+9G5lkaTamQmh3nnXpp9UF28OrctX9tvtu9+efq9Y3mNu196enqQSqVw/PhxE/977Ngxs9qQ5MRX7nHrja9+k+FqWtc2Ybp27RreeecdpNNpl0UW1jqK4qIJwp4kXlGQAdSI97cA/A+AR7TW95RSHwHwJ1rrTyilzjuff6SU6gGwAuC49nlQo8RbL0EGaW2NPJsaMjXmRCKB0dFRPPnkkxgbGzM+SMqD/9mIkHyPm5ubWFlZwcLCAtLpNPL5vGuTb0ovyxWkIdnI1UvzDCOnINnYyhXkwvAyub2eIbU5vsmQ3FGMl8OmycqyetXTT9tsVDkI43LwKpctT9s1kheRZjKZxPDwMEZGRnDq1CkcO3YMg4ODxgfMwetM+QAwS4NXVlZw48YNzMzMmJV8Ntm3AmEUgai/hYAn8YaKalBKdaPmTngcwDcAvAcgq7WmDVQXAIw6n0cBzAOAQ8o51NwR6XpL71GmyK4AP0IJk7+8FvR8ToClUgnT09O4c+cOhoaGcPz4cYyMjODkyZM4evSoKxyMyIBiVPP5PLLZLNbW1pBOp5HL5cypCnIBhK1cNg0tDII0ZRvCkmdQOYPKE6Q9Uhqu3cqy8P9e7zZKmfy+c23bBq/B36vOYTTdMG3Y9lzensgFs76+jtnZWQwPD5s2OzQ0hEQiYVb38fzJfbO+vo7FxUWsr68jk8lga2vrgV3LZJm96hfmd1ta2/VWEXxYhCJerfUugKeUUocB/BeAJxp9sFLqywC+HJAmlJYVZCrw0Rzw91kSbI03yqgoGzKloZjPjY0NTE9Pm1hGHhpGaWnjFwpn4meH8UkMm4brV16/dEEkHVXjDaOd+d0fFkGDqV85bHWU1/0Iq1kmbxCCZOKnFfM0fnnxd0a/09wE7f9w+/ZtE5VAG9tzH/Ddu3dRKpVQKpUeUBCiKAledbTJw/Z+bH1byqRey6Dedk2IFMertc4qpaYAfATAYaVUj6P1ngaw6CRbBPAogAXH1TCE2iSbzOtbAL7lVCaw1LYKR9XevIgkal5RwMvNy8B9jMVi0bp9I6WTjVb6w8KQbjtG+UbN6mblLTsFHwSCnhE2XbNBZQ6j8UUhiqB0NktEPl9aDrT7Hm+zBK/2SnnUo0AF1SXqPWH6hp8Fwt9TvQgkXqXUcQA7DukmADwP4M8BTAH4DGqRDV8E8N/OLd91vv/I+f1VXWcvrHdUlNpW0Ogv7wtK41c++bttZOSNXSnlMoPlS5XaQb0y4enCarJRzT2v9GGslqB7gkhREkiQZme7P0ib9Cqj/L0ebdjPFSbzDFNGv3oHDdRBpEMWnK2tyv9h22sYIvNyFfnl71UHWT4JP1nayh61fYfReEcA/IOq+Xm7APyb1voVpdQNAC8rpf4MwI8BfNtJ/20A/6SUmgaQAfD50KVpIZqlgcnO4dUYvDQ0aQL5mUFez/YrTyu1WkkoNrJolaYblkgb1X7Clkd+lnmG0Vz5717KAaW1yTxMGYPSBCkWQSRs+y3KNa/fbXlHVQTCPCcojzCyrKfN77sFFK10CTSab9hO4aXN1WO+2PKIUo9G6h1k9jbrPfkRXNhn2eTtl06mCSpD1Of4lS/MdV6mMNZL1Gd7ae1R22iYcoSxRjsFv/cCBJazsaiGvYhma1jNyCesSRv2viBibleZJWz+U9tvfvdHdTs08rvNVAxqP0GmcbsRxRXUij4RZGrb7otC0s0ocxROiOKCinI9LPYd8WqtPY/G2U+wuR8aIRgvn5YNjTbQZpr6USA1r0ae1aoOFcY0bmd5gPrcM15adFC7bcRqaxSNav5+aLZbzfsohD0MP9KN8uLl5EAU2CbD6s0rijkqtc16G3pYX1YjjcurrI24VaIMMLIM8nq976seBD3La0KtGZ28GcTIfcxhn9VpKwHwfs9Ryybr1Wjd9iXxNgJ6Ec3sdEE+uHrRTmJoNZrRWJuJeszhRtFJbbBe7Oc2KAecdg+2fth3roYghJmIaIbwW2FyeT3DS8trZqdsRQePat62IjLCzzxsRZ39ogD87rG5T9r9ToLSt6L9ySiKZsLP99zpAW1faLzNIjFOYF7mdhiTsJ5JLptrIkz6RtPI9PXc0wj2ipbhpXG3q2x+z4nqPuF5troN1NsnvNK1E7K/y+teaFZ9/bAvNN56GmTYe6JqGFFmlukF1eObbGTGtVnpve4JK99mRy+0As18pl99/SyxKP7qRjXiqBZfM9uh17xCK997s9p8o3lK7AuNNyo6bUbUi72iHTYL+/U9tBOd8DW36r1Ebb8HuX3sFY03DaCEJu9g1mk0oJEewx6WRQc6zJ6WB6EV4W0eafakPFqhXYbEnpQHgDGvH/bEyjUAUEpd0R6rPA4aYlm4EcvDjVgebuxHeTyUroYYMWLE2MuIiTdGjBgx2oy9RLzf6nQB9hBiWbgRy8ONWB5u7Dt57Bkfb4wYMWIcFOwljTdGjBgxDgQ6TrxKqU8qpW4ppaaVUl/tdHnaAaXU3yml1pRS77Jrw0qp7yulfub8P+JcV0qpv3bk8xOl1NOdK3lroJR6VCk1pZS6oZS6rpT6inP9QMpEKdWvlHpTKfW2I48/da5PKKXecOr9r0qpXud6n/N92vl9vKMVaAGUUt1KqR8rpV5xvu9rWXSUeFXtVItvAPhVAB8E8AWl1Ac7WaY24e8BfFJc+yqAH2itzwL4gfMdqMnmrPP3ZQDfbFMZ24l7AH5fa/1BAB8G8DtOOzioMqkAeE5r/XMAngLwSaXUh1E7cuvrWuvHAWwC+JKT/ksANp3rX3fSPWz4CoCb7Pv+lgXft6Ddf6gdmnmeff8agK91skxtrPs4gHfZ91sARpzPIwBuOZ//FsAXbOke1j/Uzu97PpaJBoABAFcB/BJqiwR6nOum7wA4D+AjzuceJ53qdNmbKIPTqA28zwF4BYDa77LotKthFMA8+77gXDuIOKm1XnY+rwA46Xw+UDJyTMOfB/AGDrBMHNP6GoA1AN8H8B6ArK6d6g2462zk4fyeA3C0rQVuLf4SwB8AoI24j2Kfy6LTxBvDAl0brg9cuIlSKgXgPwH8rtY6z387aDLRWu9qrZ9CTdv7RQBPdLZEnYFS6gUAa1rrtzpdlmai08S7COBR9v20c+0gYlUpNQIAzv815/qBkJFS6hBqpPvPWuvvOJcPtEwAQGudBTCFmjl9WClF+6vwOht5OL8PAdhob0lbhl8G8KJSag7Ay6i5G/4K+1wWnSbeywDOOjOUvagdBf/dDpepU/gugC86n7+Imp+Trv+GM5P/YQA5Zn4/FFC1La2+DeCm1vov2E8HUiZKqeNKqcPO5wRq/u6bqBHwZ5xkUh4kp88AeNWxEPY9tNZf01qf1lqPo8YPr2qtfw37XRaddjID+BSA/0PNh/WHnS5Pm+r8LwCWAeyg5p/6Emp+qB8A+BmACwCGnbQKtciP9wC8A+CZTpe/BfL4FdTcCD8BcM35+9RBlQmAcwB+7MjjXQB/5Fw/A+BNANMA/h1An3O93/k+7fx+ptN1aJFcngXwysMgi3jlWowYMWK0GZ12NcSIESPGgUNMvDFixIjRZsTEGyNGjBhtRky8MWLEiNFmxMQbI0aMGG1GTLwxYsSI0WbExBsjRowYbUZMvDFixIjRZvw/J0+QasubTGcAAAAASUVORK5CYII=" }, "metadata": { "needs_background": "light" @@ -818,13 +819,48 @@ " (d, v, h), im_og, bounds_error=False, fill_value=0\n", ")\n", "\n", - "plt.imshow(im_og[280, :, :])\n", + "im_og_slice = im_og[280, :, :]\n", + "plt.imshow(im_og_slice, cmap='gray')\n", "print(im_og.shape)" ] }, { "cell_type": "code", - "execution_count": 230, + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
<matplotlib.image.AxesImage object at 0x15aec6d90>\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[1m<\u001b[0m\u001b[1;95mmatplotlib.image.AxesImage\u001b[0m\u001b[39m object at \u001b[0m\u001b[1;36m0x15aec6d90\u001b[0m\u001b[1m>\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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jhsz1x6qG2vaAW1fK+TS/ao4vQd7f308H2ni/JK7jI+HdYbocTFslQ8xVfT4Lo793EWVhdTFl0Y0umCsbYsTAVQzRTWbTuqhVL/RxvBl9LhFu2z4PcvmzL8N1u9zPbcLu22B3zWLP6/KogcWXc+MhA20S5vUg4b2gdLndrFaVI4BYvcAXRLjguthG0WWBzu7ZEAW3Vreb5b4ZtUih7922svW3Odxsu5no8uk+C2+MeDhyybbLmS7ffOfg4GDu0mNvB99k3UXYBXSo8Ir1IOG9oGSikQlbHNiJp75ZRQPX77LoejkZRw1xYC06vExca20fmlEC/cS3S9gjLoIxj47xBldc8OXE7HazmIWFMN6D1y859osw/CDp2/B1usN14eWst6uagZEorwcJ7yUhuyyXo4ZYcRDLyOLzlStX5nLdrLKB3W501LVBrCzjzKIIft1WctaXvqViDA9m1aZleS+LIj/zgFotM2Yxv3Llylx+zPf89Qs0XGSzMyDFDZtDwrujtDnALrcbhSwO7LgLi1eexfsx8DQW3njVWsx2WVzj6H02mt/lhmvVD8tSq57g7WbzeRqXgnHm6qVdZrduZu4CFx1ydjczF1l+H3PjeKD1dmWlZRLXcZHw7ihDTrtdmGoDa1xlEKsZotNlt8sO1yOHKNA+sBaFnduSubFIn6qHRaKIjMzF1l5H0feBNF4mE1N2un5XMi4R83W5Q+b7PfAtJvm+D3zPX18/i60Lc9sBOxNfifLqkfBeQNoEKDuN5/zVp9UueGAnG+/VwO/jjXHigFJXO4F5J8ufyTLRRTPgjHgBBt960rfBGW90jnEf4oUcLprZAYS37cJ6dHSEmzdv4ujoaO7uZp738kHTnbXnvJ7xRieeDbKJ8ZDwXjC6qhkyt8suOIptzHXZ0fL8eKVaVs1Qq1xoG9zitsWYIhPwZcU3q/+N2Wp87RUFEXa33rZ4VRn/DWKOy7eW5EuO/ZlrpL1+N2bHsS8581XOuzkkvDvIsuISnVYWN8Sr13xedv/dWLMbs2HeBm/XiV/o2L6s7CwbmAPmL8YYirvM2A5vH0cBZjbnhLP94KvR2EF7Huvr44jAhdbFlQ+AfDP1WCkS83nOe+MAn+/LkOoGsVokvBeMzPHyFzNWM7DjivOzml6OHOLtHzPhrWW6LI6xEoAjhtrnfD+5nbz8orBQxp8YijWxLlzepuyG494W3kcWPL85/MnJycy58qCaP7s488Uo0fly9OB/V3fL3J9i80h4LzjZ6SbP49N2/7LGXDeWmcUbo/MtHzOXHMU+EmtgvZ0srlmOy/lxmwseAgulu1qz+R+grN31Kw60cTvigFtcl+//4eHhTHxdNNnl+hnGZDKZ3QqSXW7meNnd+nOsQ+Y2K1JYPxLeS0SXG45Zb3azHHa8/KvC7oh9Hq8jE8eYpdZEIBs8i4Jey46HCHC8yMAPBrxtjyE4H40DcVl/Z/3upWgcbXC+y+Vi7Gxj5MNxRHT+UXRjFs5ZcxfZ300sTmcYZmZvN7OnzeyTNO0nzexJM/t483gFzXujmd0ws8+Y2T9ZV8MvMzVBqYmXP0eRjbW0LLZxoK32iHkjnwpnrjlWOGTimsUL0T3WnG7ch644JEYqvK0Yv2RlebGNbe+z6o7Yd7E98a5uHPfE9cb+UaywvfRxvL8M4D8CeEeY/uZSys/zBDO7F8CrAXwzgK8D8Ftm9o2llO5DquhNzSFGWCicePrOX9D4ZWb3mwltFNWsDrhWzcDtyRxj5hbj6TQv46LL+xY/n+ElWNyvnLPyAcrhASon/k3i9jO3yf3vmbH/RJC74ewOZvHAwyLulxHzzwfF0rW9vfP35RXj0im8pZTfMbO7e67vAQDvLKUcA/hTM7sB4IUAfnfxJop1wuJaO5XnL3zmZFlsM9fZtm1/juIbxTq6ZF6ODxgxluhzgPJtc4QQp/cR37hvbduO2+JsNzvjiJdf88Et/p18/fHMxvPo2mAh748ihfWyWN3NlNeZ2SeaKOK5zbQ7AHyelnmimSZWyKpOITMR49NtdpIubllswNOj0/XtZOIQ96ltEC7Oi243mx+n19qRiTbvY1wm7kO2nbb2Z23lA0sU1Sym4TOJ2n5w+xQ7bBeLCu9bAfw9APcBeArALwxdgZldM7OPmtlHF2zDpWTRL1As6YpRQ3b66plizECjQERh5i9/dsVbFLUuMkH16VneG53ekHXH7WTOm7fbt+9jFQhfSs1iWnOxUaxju7O/LwvyKpB4r46FqhpKKV/012b2SwDe17x9EsBdtOidzbRsHdcBXG/WofOaNRFFo3YKHkUnZr/8+ZoIsBtm0WXxihcjAO23bvQDQBYhZKKbubtsWi3a4JIrFy6OHDiS6KLmwnmb3B7OY+OZBPdDFkXEg0HWPgnn9rCQ4zWz2+nt9wHwiodHALzazK6Y2QsA3APgw8s1UfShdnpZ+wJGEetab5b3Zo7Tv/jx9Lgm1m1ZcJugxrZn+xIPIHG/snm8Ht5Xdtm1OILbnfVP9uADFfdHHFSrnVHEaCFGHbESI+7nUCTeq6HT8ZrZrwF4KYCvNbMnAPwEgJea2X0ACoDPAvhhACilfMrM3g3g0wBOAbxWFQ3bTSbW8bQ1O4WNzssdbnRqNffJgzz7++cvoPBlM+HITrVr+9J3/6MT52eezuv2dvjNaGK7eZnYPt4Pr2iI2/PPZQegePYSl+fP+Wv+VQpdRLFZ+lQ1vCaZ/LaW5X8GwM8s0ygxHvwl5lzQ59WcbSaCUZB5Pf5lZvFysXER5vsV1GIPXh+/5+dF+iC7WUwmthw1sFj6frDI1tru+Gf39+d/j83vr+sO+OTk5NzBBui+T7ETHXnWlxLacdGVa5eU2hc1c7Y151tzwlE0gVs3DecrvbgN7PxiW7i9NYeb0bfeeRHRyQQ0iyPiPvJzrBV2J9rlbrPn+LrW1gzfrhgPCe+Osairyz6f5ao+veaSuoSYP5+5ab7dYXbPgtrpeNf+xM9xLe4ycNwRHTvf9CZ+JhNdHqTkm6hzBFA7sMQDWrbPtWlt08VmkPBeMrIvYDyF7buezNlxruuixaezXCkA4FwxfxS3mhAPbe8Q+op111mDw1EN91Ob+++zvfi+LVJYFYolVoOEVwymdtofXW4sJWOR5i9vze3WBCje0IYz1kys+XPZdrJlavBpedu2eH4caPT2+nu+Ys3LyTzbjS7X21AbsPP5Pq/tbGFRJL7LI+G9BLSVVPUhfvHj62xeFGSGqxmA86fwXe3KYgUWsYw+d0OLn22781gfXHSzMwOPV2Jk07Yufo7TxW4h4b0kxMEfn9aXKFxdZPWvAOYuUAAwl3N2DfC0OWDgfGlYW3u7Bt5qWW7fQaisRtfX56LrpWh9qGXWcp67iYR3h+jjiPouP4RlvuzR8XL1AteSZhFEW3t42Rg1dLU/rqdtea437iO6HC9kFzc4XFfrEUNfuE0S3t1EwntBiRcv1EbD15EBMjHfZaGIztuFsEvgeLlsHfxc+yy/58/zdBa4uE+1Cz5q8UJWShYPHm37m51xDBkEVCSxXUh4RS8y1+u/lNAlANkAW7xyygXJf2Knr6i4+GbLD6lNzQ5A/Hl+XWtb12BjLSevEYW/JsBd7VoEDaCtFwnvDrFu18JOirNHHmTiR19hq7U7u3Q1c6NZO12g23LXIXls27J9cthYr5wNMjJR2OL8+JNAQP5rxkOzd27vMgOHYjkkvDvCukQ3Exy+wIG/nPyeRaDvF5jjgHiVFtDtejla8PXwDckXdYBDxKcWPWTURLdrvXwAjP3dJ9vVVWjbj4RXzBEdlAubP/PPlGcOuEsYslwz1rVmyzq1GtrYpkX3OctDu9bJB47s6rIowG1OPjuTyA58/n5IO7kNcdqQig3FEMsj4RWtsUHmfLPYwbPebOAnimrXF7fPF3uIwLYdBJZZb22dcUAtbi/2kfdddL3x8mpuHx8A2/Yxa198rlV3iPUh4b0ALPulYQfVNogUBTaKMotFvAS47QvOFQ+ryh5rB4G4Xd7+OuhabzZ4lvVvPNPgzw/tL4ns5pHwinNE0fKYIYorOzafz898962MbIBpUcGN2+4bPbBD9ff83Je+VQptr/nXhaPb9Wd2x4v2lYR380h4xTmy7JC/6CwE8VEbbHO3u+qBn8zZxmlt2/Sb1bDrjjn0Oi5EYSGt9V88yGUZcFvcoBx2e5Hw7ghjlZK1zY8uLFY5sBvz93wXrmzQatG21rJk3j7QPcLvNxyPN56JA3ddTnjI3ycenGKG6+2K/Rv73p1xrZZ62ax62XWIOhLeHWCo6C5zy8Toatvy3Nq8tuWGClR83+Zus3K3PriQxR/1jA6Yc+jYLv58nJcdcLKSPT5gZWcStZw39rHYfiS8O8CieWNb8T7QfWqaievZ2dlcBnl6ejp773kwu1yvyY2Da4uIRBRefs3lbtnnanDfcFad/QxSFOFsHbV2+zJRPLnfSik4PT1No4aa+82EeAz0qxXLIeHdcvqIbtsybRll7cvKp7unp6czB8bz4wAbOzUWYJ/e9kXtIx6Zw/PtxmqMbDl+nZVScR/xaT//EGdWg+zLtf0N4kGmLbbx7dfOItrqpPnzY6B63sWR8O4467yiLXPAnJ32eZjZ3ABWpK9jy06n3Wl3Ldvm7ONvvbEz9WUPDg7OCW5079m+eVldnBaFld2uH+j8mcv3+CBYc7txX9cpwhLexZHwijlq7oy/8G1CG/NJ/gVdh6OHTCiyqopIdOHc9kx04zpYYM1s7ifao/vl+KTvBQe8bNY+HhTL8lt+uBDz34PXGf8uYvuR8Io5ag7GhcIFrybEMWZwYfPnPg43iyWyXDTOjw9eLt7ohq8s88E0b2McnHS36c63K1bw9cf9jGLqz1wNkvUxn2VEMR47XhCrQcIr0vwwuqpM+KI4xMJ/FytfDsgH/KJoZMLq2/b5WfuyPLR2ZzGfz+2JP8TJrphvPdnmet3lx/nctiigLMDxzIGnxdzX+zj2zyIMvV8Df05xw3DWexdssRTrupS1lnnG7DCKQCa2LhgsIFF8ed3RHbPYt2WVtWk8j9cf81/OUON24tVgsR+4L4ZQGyTLBDbrSz6D4EccjOtq66LC2HdgV1fCDadTeM3sLjP7oJl92sw+ZWavb6Y/z8w+YGZ/3Dw/t5luZvaLZnbDzD5hZt+27p24qKz7Hzpzli5MmYuNAsvz4vLx9Bk4f1HAIgNBtQoLbnMckPJBKV4Hi3Amvln7umg7WGSON/ZRFNl40IsHSN5GfMT+7LMvtQPyIvst2unjeE8B/Ggp5V4ALwbwWjO7F8AbADxaSrkHwKPNewD4bgD3NI9rAN668laLpejjLDOHlzng6Mai683y38xRLvLlrbnz7DS8th1ePt4AKGtjmyBnDpSFNfabC392IMgOdNEdt7V1mb4U66dTeEspT5VSPta8/isAjwO4A8ADAB5uFnsYwCub1w8AeEeZ8nsAnmNmt6+64RedVd4foI+zZCeZCW6WNWYCyyLi8yeTyTnHFwWc2zt0/6JLdaHi+TUX6fvOn1vG9Xp/8eczseSzAHa+3G/ZWQe3fzKZnIsd4t9OgrqdDBpcM7O7AXwrgA8BuK2U8lQz6wsAbmte3wHg8/SxJ5ppT0H0YtW5WdspcG0gKxNYf+YaUxY1H0zj9/6jmz7Pqx18HzOhaNuPmgONrpr3ITp4virNKxj8M95+H2zi7d28mV8WnFGLQ7I+jUIb63izMwdff+2gwdk5t6X2987oO3Cmq9iG01t4zewrAfw6gB8ppfxlGLEtZjbosGpm1zCNIkRglW6377pYHKLoxmnRjbWVmfFVazdv3rqgwMUtClntINE2PebImbuO4gNgtm0uIeMDElc59KnbzZbN8lnO0d3N8oUT8WCWLcdk/d4W5azDAfOvJ4tuegmvmR1iKrq/Ukp5TzP5i2Z2eynlqSZKeLqZ/iSAu+jjdzbT5iilXAdwvVm/zoVWCDtKxr+M8eIFFqbMVXleGkvHaiVQLLhc03t6enpObF2AYzvb9o2X4XbGiwz4ND7D53HdLreXHXVWWpYJcs2V+2e5TTHj7TqjqMU00V1nfTPkzGLIMmIx+lQ1GIC3AXi8lPImmvUIgAeb1w8CeC9N/8GmuuHFAL5MkYTowRDX0BYjxGltouDbja4pq2SIAhEvdeUb52RlUFkm2yeLZKcX44V44IiDVXF5Pj3PbvST5b3eBha2rH+z7flrz7vZ0bKbzfrN9yPWSWcuN0YaQ/9PxDj0cbwvAfADAP7QzD7eTPtxAD8L4N1m9hCAzwF4VTPvNwG8AsANAH8D4IdW2eDLwNCoYcipsL9m5xidbzaQFk/rM4GILu309BR7e3uz5729PUwmk9k+1i4bju2uHTBqEYi3w/cpipDDWa+7Zc6e/bU73Oh6a22NZNlz5mhjtsvv+YAWY50Yp/DrtjatGgl5fzqFt5TyvwDUvtXfmSxfALx2yXZdavoI6Sq2kTnAmM+yu51MJrPBp5hD+mN/fx+TyWQmajzYZmZzg1dA993T2JnGASM+ZffpLkxRjKMo8DZdXH09BwfTr4ULroswxzQuvjURdnzbk8nkXF9mwuqumEU2O2PgmCJGQLH/MkHO+liMhy4ZvsC4UMSBovglazv19y+zX/rLguBCzOLBQuvLmNnM6fLgWillVvVQy6SjcGan8r6+6AY5R81wweUboHsODZx3wf5w59p2d7J4hlBzt10ON55NxKyd+6EmuvHAk7nddThgUUfCe0HJnJg7N3/tA0nxC+qCub+/PzefhdVfu0D48u56+ed0+Bcd3AUDtzLb7HfPonDxwaE2+h+nZY4emL9fRBQlHxDkAxW7WxZf3zee7p+piW7MdCeTyezBfZlFDHHQzZfLRJjPEBw+ePURWrng9SHh3VKWjRsyVxuFwUWMR/GjwMZTXRbZKLwHBwezmMHn7e/v4+Tk5FzdrL/2wabsjmDZAFesnHBXy6JbixsY314tJsj6/vDwcCbC7uIPDg7Sn1rKqhDi2QL3KQsuv/fP+Wt+8EEo7q/3Ye3gU/s/6ZouVoOE9wLQJtIuFDyAxqVTHiH4l9PFkk9fWTj29/fnXCY745OTk7nXwFTArly5MoscfLrHDJytZg7dl2XRZTHOHGUUp0x43aF6G3y5g4ODmSPP4PzXLwzJxDtz6Cy+mdOtiW8tfogDar6/MQOPMUMcqFxVzCCx7o+E95LAp8xMPE31U21/ZJmti2t0vT6w5vM8P+Xc9OjoCCcnJ3NCx/fDzdrNohuFlZ0gC1Qm0hw1xGoFPxA4LqoZvnyt3VlGnokpiy8/Tk5OZs9ZzBAPMNwHcSAyq26oRRBiPCS8F4Toev2LFkfjeZSe88wYOcQ8192hCymLiK+L89y2U/mjo6NZxABg7nPZfrHz5tw0ii4/WHRdkLifYpuz0/A25xtz6Uhsp/fpyclJ1fmyA/Z9cxHO4oZ4oPHtZhUdWdQQD0ix38X6kPBuIau+QQ5nu7UKhzgw4wLreS3X43qWG10tu93j4+O5fYkHhaOjo9k2fT0A5lyni0nMS3lQqTb4FB2ib5fbwoOAtcqOWp96u319fMksu3QeCOPY4OTkZCaqk8kEx8fHc043inDm7FnUY56cRQ/83Casi4iuhHoYEt4tZNmBNSdGCzHn5Ut5Acw5XnbCXgrmQuUDaC60x8fH55wuO8q4ff/ic74M3KooiAeKmEHHeld2v1GE4+cdznf55+h9m4eHh3P9yGLrMYPHK1yNAdwqQ+Oc3B/ueFlco8D6ssfHx9U4IsYpbWLbNrCmfHczSHi3lKHiG92c424v/q4YC4k7XBe9TDxZaFx4eVkWII4NWJDYCXqM4TkxryPul9fi8jM7v5OTk3NCzM++HheZrCTs7OwMh4eHc8txDs3vvd18pzVubzYQ6KLLAntycjJzuv7Mr/2AkkUqHEHEfuG8Nz543/g5+18a+r8n+iPh3WIWEd+2q8CynNddMVcs8JVcMbfNhJZFdm9vb1a54NMyEXDRj7eJzAb/2L1Fd+vv+bXfp5adYDa4BkxLxDjjZVcbRddjlnjTn0x4WaRjJs7CGx8cPTz77LPn6nt5n7iMLFZwZM6XI5ea25WIjoOEd4tZReQQB9kAzIkuX1DhA2ocNfh0vqorDoT56bo74QiPsLsoHB4ezk71fVsu6EzMeWNFA7veOGjln+NRfsf3ww88XL3BfeBt9oOEz48HIu5vjjc8FokO9vj4GKenp3j22WdnLncymeDZZ589J7jRJccyM374NrMDXXS5qxJZifVwJLwXjEys2VH6e65d5YEhF7dstJ4zXuCWc/T3WVuy01wXCI8ZXHhdvLP1tAlv7WIDFyDOkR0WTs+a+ReRo/PlEjquCqlVNPBAIOe8cQCNnS6LrgtxLef1/YsiH51udPsx9sn6eih8UBf9kPBuOauIG/iL6GLh4srT3V06fHEDgFmlAs9vizZixumvOd/lmt84GOfria43DqDFbNffR/fJcLThTt+fXYBdZN2dczldNnjI7eX9Z6ebZbzufKPoZlUNMdflyKU2oMb7zxl09jdbBInucCS8F5BMfF3oOHaIkQNHDDETdBGJbtdfR+LpfawYcJFz1xvv6cCf4fVlNaycffqpeCyryoSXHSwP+PnDLxHmQUA+UMSMm6OcmjuPVQ3ueDPRzdxxW8wQKzn47xb/Btn/jAR0PCS8W84iOW/tM+yCWHD56qvsJjH+OosfatvxOl2OCfgqNxZddry1wSoWFC4ni7ludMTxAMJt9gFCF353tpkD5tpl/1ytCoMH9GLlRaxsqMUKLrbZtFjhwKLrbYhOP4sbVoHEejEkvBeUWtbL920A5n96h10vw3FDJIqkrzPLdA8PD2cicXh4OBM3z3drV7qxiGROkqsYWHx5wClzeRwdcOTg7fS2uvBG0c3aWhtc4yvRzs7OZoLq9bouxv46uttYu8v1zLx/sYojnnX43yZr91DkkhdHwrsD8ABYX2qu10+bgbrQclmZL9e1rZgv8nQ/hZ9MJjg8PJxFDex4a5mp73/MTHlwKQ6ssejFzBW4dTMe3m78dWR2ut7WmEfzurit3s9RJPlA4a+j0PJzLD3z/WXRjQLMwh9rmFc5oCaWQ8K7IywSOWSCzaP0HDlwlQNw6yq2+CXuaqM/s1B6Vuoi5gLMV45xXXC23ugk+fTaT+NZ4Pw0P6uq4EE1jxr8gMQHBM6iuQKiraKBc954kOCMNzrg2hVqLswstHF/o+BmTrdtQE2DauMj4d0RFhHeGlwOBdy6E1d2UxgXJ3+dtcufYxYbXd/BwcHsBjmel7Ko1TJeb7OvP3vEaCG63SgwfFGIu3u+49rJyQmOjo7mLprgA0UcWIttjcLrztwdOQtuVqvLEUMWL0TR5X7n6KHN6XKbh5JFN6I/Et4dYlHXmzlJdz/s3HxavLhiMpnMIoMovlEY+bJbFh4+lWeBY9FtuxtYbYAtPsdcN4qQw3GDi6m30w8SXM3A7fT21+CcNR4U2P3GGuTs3g1x+ZrosuP1v2N0wlmfLoKc7vJIeHeIVbpeX59/MT1qcGH1qMHx6dmdzTxGiK6UT9djCVksy3JBqw1YxWoBdoHRYXpbeXl/BubvJsY5L99P2COHLAo5PDxsjUU4muEDQa0aoe0KPH7NEUsUXd6G/026RFfCuzkkvDvGouVlwPlBMh5s4jyYB9YYFyVeJ5eb+RfdXa+/Z/cYs13/rGenbfvmwsKOOnO57C5ZYKLL9wcPmGWRgh8svA85fqn1N+fLfHBg98uiGx/slrucbhTdmIm3/U8MRaK7GiS8l4Qh4hsHZ/zz7gT5yxcjCBY5rgrw03UXYBZev+y460q42mk1iy2LHg828b76/rL4ctwRX7v7jYNybf0cBwIz55uJbxabxOnLiu4y+ayEdzVIeHeMmoAu89lMfOOgFJdPZaezfmMZvxw5XoDggnt2dnbOWdZuOBPbzSPzNcHleSy88WDCFz+ws/U2u7ONBwguJeu6SIUdOotnLXpgl8vzfUAuVnbETJe3XRNIie52IOHdQZbJemufzcTXv9hx0MvF18WAbybDGa0P0rngZLWw7CSzSgFuNwsvixqLW5zmn42C4+9dYDnX5YOD76/3QVvZW592ZiIbnStP930C5i9MaRNd3vfYtkVZJhMW5+kUXjO7C8A7ANwGoAC4Xkp5i5n9JIB/AeD/Nov+eCnlN5vPvBHAQwDOAPyrUsr719D2S00UuVV8tpb5uiAB867ZRYsHr3iQju9dy1eI+Sk8cCvbBdpFLQoaRwpRbONgWia8vp+8H95GbxdfpcaDi30jEe/TWI2RRQXZQCHnxJnT5WqNbL+zdi2CRHf19HG8pwB+tJTyMTP7KgCPmdkHmnlvLqX8PC9sZvcCeDWAbwbwdQB+y8y+sZRyvnpbLMUyzrev+Low+YCbb4/FJ0YR3i4W4GzwjsWYs9a2NkfxZQHzaSxANdHlfeD98NfeXo4W/ODTVkrm+8fbzXLnLC7gSo1McP09l/R1VS9wn4jtoVN4SylPAXiqef1XZvY4gDtaPvIAgHeWUo4B/KmZ3QDwQgC/u4L2Xmq6Rv2H0iW+LIY8mu/Rgousu9qTk5PZqbpPYyF2EfPpUXSB85fgZu2Kz5nb9fldmSZvnw80wHwO3HaZcNbG2JbMmWcDZPGAwcLq83lb6xZdifZ6GJTxmtndAL4VwIcAvATA68zsBwF8FFNX/Aymovx79LEn0C7UoifLONyh6/QvsossMH9vhzjoxleBuRB4lssCn93ZK7tira29UdAyh5u5XRaQ2rZZYLlvhrbRnzMhZefOjtc/FwU3zuc8d13VC7wdsXp6C6+ZfSWAXwfwI6WUvzSztwL4aUxz358G8AsA/vmA9V0DcG1Yc8Wqxde/XDVR8VP4OPDFp9Muonx67sLCp+scX2Rut+sU3tsbXSTvR8w9eR8iHG1w1QLnvizEvFwbvL1aNJJVXbQ5Xf8871ttv3yZZZHoro9ewmtmh5iK7q+UUt4DAKWUL9L8XwLwvubtkwDuoo/f2Uybo5RyHcD15vP6C/ek5kKWjSHY1UY4k+XtxUgiZqVcGcFRQyZyAGZCl7WDRSf2A4tUNrDWBgtU1q7M6WZtjO3jNmbt6+PYay53DNFdxTpEnT5VDQbgbQAeL6W8iabf3uS/APB9AD7ZvH4EwK+a2ZswHVy7B8CHV9pqcY7sNHrRddSqCtzBstBy9st5Ljtg4PxgXVZC1rfd0R3y+9gXXQISDxgOt5uFdkgckrWRt5OJLbvduA9RjGvbXRaJ7vrp43hfAuAHAPyhmX28mfbjAF5jZvdhGjV8FsAPA0Ap5VNm9m4An8a0IuK1RRUNozC2+LLQArcuXGB3HMUmG8ziNreJWxTYbP2ZCNfEKHOyXNXgz33bWHO9cV5cLsYO2f5G8a71zaJIbMfFtiHHUdSwelZRAdG1jlh3WxMyFrSsMiB+rk144/u2U3wmCku2b7XqilW2L7rhGI1ky7TFCrX9HYJEd208Vkq5P5uhK9cuKP5lXPQiiz7r4NreWAnAGTC7YL6wIAr2kAMFD6Q5UXz7CkrMbM3mf658kfbVxBTAXB8wQxxuXOeiSHQ3g4T3glOr1R26jrbTaxZoF624PAshO+BFRC22jcWnyx3W1uHEygo+qAwlin8mxvya3XGXIC4jmH0HHsX6kPBeAqK7XISu/JhPieOgWRTiKBpR2GpCnInNMq4w204UbnbubZ8b0rYsg87y66H704dVDcCJ5ZDwXhJWOfDWFWFkV77xIFzMS1dR6D/kfW1e3+x20bZlTrOtSiGuZ9F2SGy3DwnvJaOtamEIfVw055V9B654elv7s+30fd+23di2NrIytLZ2ZTXIbawiEpDobicS3kvIKgbefD3+3LWumGGyCPcV3jaBq10a3Kc9tW3w5dJZ+7qEkds1VPxWdeWZRHc7kfBeYlYx8Mbr6lNy5cQR/kjbzXvWCQtV7Sfts7atQuRWOegl0d1uJLyXnFWKbzy9X7ZaYVtZZdtWKZAS291BwisGu9W+uBCsY91D21Fjk+1ZtUhKdHcHCa8AsFq32rVuZ9XbWER4ap9Z5VnAugVxm88ORI6EV6TUKgH4eR3bGLL+dQpaVrvbhzFcpy6A2H0kvKI3q6gFHrqdbWGb2rRNbRGLIeEVg4lOddVOWEypRTRi95HwiqUZywlfJlShcLGR8IqVUXPCq2DbBH0doiihvTxIeMXaWLWQbFp85ULFqlhNzYwQQojeyPEK0dDnloxCrAIJr9gJuk7zF70YQ5UDYhNIeMWFYJFBPV3xJTaFhFdcGNqu6Frl5clCLIsG18SlQDGC2CbkeMWlQdGC2BbkeIUQYmQkvEIIMTKdwmtmV83sw2b2B2b2KTP7qWb6C8zsQ2Z2w8zeZWZHzfQrzfsbzfy717wPQgixU/RxvMcAXlZK+RYA9wF4uZm9GMDPAXhzKeUbADwD4KFm+YcAPNNMf3OznBBCiIZO4S1T/rp5e9g8CoCXAfhvzfSHAbyyef1A8x7N/O801fEIIcSMXhmvme2b2ccBPA3gAwD+BMCXSin+M6xPALijeX0HgM8DQDP/ywC+ZoVtFkKInaaX8JZSzkop9wG4E8ALAXzTshs2s2tm9lEz++iy6xJCiF1iUFVDKeVLAD4I4NsBPMfMvA74TgBPNq+fBHAXADTzvxrAnyfrul5Kub+Ucv9iTRdCiN2kT1XD883sOc3rrwDwXQAex1SAv79Z7EEA721eP9K8RzP/t4suGxJCiBl9rly7HcDDZraPqVC/u5TyPjP7NIB3mtm/A/D7AN7WLP82AP/FzG4A+AsAr15Du4UQYmexbTCjZrb5RgghxGp5rBal6so1IYQYGQmvEEKMjIRXCCFGRsIrhBAjI+EVQoiRkfAKIcTISHiFEGJkJLxCCDEy2/Kba38G4P81zwL4WqgvGPXHPOqPeba1P/5ubcZWXLkGAGb2Ud0wZ4r6Yh71xzzqj3l2sT8UNQghxMhIeIUQYmS2SXivb7oBW4T6Yh71xzzqj3l2rj+2JuMVQojLwjY5XiGEuBRsXHjN7OVm9hkzu2Fmb9h0e8bAzN5uZk+b2Sdp2vPM7ANm9sfN83Ob6WZmv9j0zyfM7Ns21/L1YGZ3mdkHzezTZvYpM3t9M/1S9omZXTWzD5vZHzT98VPN9BeY2Yea/X6XmR01068072808+/e6A6sgeYHd3/fzN7XvN/pvtio8Da/avGfAHw3gHsBvMbM7t1km0bilwG8PEx7A4BHSyn3AHi0eQ9M++ae5nENwFtHauOYnAL40VLKvQBeDOC1zf/BZe2TYwAvK6V8C4D7ALzczF4M4OcAvLmU8g0AngHwULP8QwCeaaa/uVnuovF6TH9yzNntviilbOyB6Y9mvp/evxHAGzfZphH3/W4An6T3nwFwe/P6dgCfaV7/ZwCvyZa7qA9Mf7/vu9QnBQD+FoCPAXgRphcJHDTTZ98dAO8H8O3N64NmOdt021fYB3dieuB9GYD3AbBd74tNRw13APg8vX+imXYZua2U8lTz+gsAbmteX6o+ak4NvxXAh3CJ+6Q5tf44gKcBfADAnwD4UinltFmE93nWH838LwP4mlEbvF7+A4B/DeBm8/5rsON9sWnhFQlleri+dOUmZvaVAH4dwI+UUv6S5122PimlnJVS7sPU7b0QwDdttkWbwcy+B8DTpZTHNt2WVbJp4X0SwF30/s5m2mXki2Z2OwA0z0830y9FH5nZIaai+yullPc0ky91nwBAKeVLAD6I6en0c8zM76/C+zzrj2b+VwP483FbujZeAuB7zeyzAN6JadzwFux4X2xaeD8C4J5mhPII05+Cf2TDbdoUjwB4sHn9IKY5p0//wWYk/8UAvkyn3xcCMzMAbwPweCnlTTTrUvaJmT3fzJ7TvP4KTPPuxzEV4O9vFov94f30/QB+uzlD2HlKKW8spdxZSrkbU3347VLKP8Wu98WmQ2YArwDwR5hmWP9m0+0ZaZ9/DcBTACaY5lMPYZpDPQrgjwH8FoDnNcsappUffwLgDwHcv+n2r6E/vgPTGOETAD7ePF5xWfsEwD8A8PtNf3wSwL9tpn89gA8DuAHgvwK40ky/2ry/0cz/+k3vw5r65aUA3ncR+kJXrgkhxMhsOmoQQohLh4RXCCFGRsIrhBAjI+EVQoiRkfAKIcTISHiFEGJkJLxCCDEyEl4hhBiZ/w9C7DjWgjEDlwAAAABJRU5ErkJggg==" + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "im_og_slice_blur = gaussian_filter(im_og[29, :, :], sigma=15)\n", + "#plt.imshow(im_og[70, :, :], cmap='gray')\n", + "plt.imshow(im_og_slice_blur, cmap='gray')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -894,17 +930,17 @@ }, { "cell_type": "code", - "execution_count": 231, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ - "
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        "
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" 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" }, "metadata": { "needs_background": "light" @@ -1032,7 +1068,7 @@ "\n", "print(v_flat.shape)\n", "\n", - "\n", + "fig = plt.figure(figsize=(10,10))\n", "plt.imshow(im_og[280, :, :], cmap=\"gray\")\n", "for row in np.arange(y_displacements.shape[0]):\n", " xs = h_mat[:,row]\n", From e960de76750f5fc722348613b1ba9e558383f6ee Mon Sep 17 00:00:00 2001 From: Thomas Athey Date: Wed, 22 Mar 2023 15:49:58 -0400 Subject: [PATCH 04/15] start bipartite --- experiments/map_neurons/lddmm-figure.ipynb | 18 +++++++++++++++++- 1 file changed, 17 insertions(+), 1 deletion(-) diff --git a/experiments/map_neurons/lddmm-figure.ipynb b/experiments/map_neurons/lddmm-figure.ipynb index 4bd9eeb19..1d977102a 100644 --- a/experiments/map_neurons/lddmm-figure.ipynb +++ b/experiments/map_neurons/lddmm-figure.ipynb @@ -1085,7 +1085,23 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "tools = ['a','b','c']\n", + "models = ['1','2','3']\n", + "metrics = ['x','y','z']\n", + "\n", + "tools_models_edges = [('a','1'), ('b','2'), ('c','3')]\n", + "tools_metrics_edges = [('a','1'), ('b','2'), ('c','3')]\n", + "\n", + "import networkx as nx \n", + "\n", + "BG = nx.Graph()\n", + "BG.add_nodes_from(models, bipartite=0)\n", + "BG.add_nodes_from(tools, bipartite=1)\n", + "BG.add_nodes_from(metrics, bipartite=2)\n", + "\n", + "BG.add_edges_from" + ] } ], "metadata": { From 73787a0dceb193d60105a311f196d0f2f5250198 Mon Sep 17 00:00:00 2001 From: Thomas Athey Date: Wed, 22 Mar 2023 17:35:10 -0400 Subject: [PATCH 05/15] graph --- experiments/map_neurons/lddmm-figure.ipynb | 64 +++++++++++++++++++--- 1 file changed, 55 insertions(+), 9 deletions(-) diff --git a/experiments/map_neurons/lddmm-figure.ipynb b/experiments/map_neurons/lddmm-figure.ipynb index 1d977102a..adf49c057 100644 --- a/experiments/map_neurons/lddmm-figure.ipynb +++ b/experiments/map_neurons/lddmm-figure.ipynb @@ -1082,26 +1082,72 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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06VKDtsvyfcDO+FhYGokhzWRAvLoFChCHAN62pg3cI5aq+PDhA65duwaBQICXL19iw4YNGDp06LfuFksjwRo+FpZG4O7du5gwtB/6qedARqJ2XzMpMQ54t08ibM+m7zK03I9IcXExvLy8oKCggN69e2Pw4MHw9vb+1t1iaSTYpU4Wlgbm7NmzGD16NHbu3ImhQ4fWKTtDP2MZDBw4EO3atcOOHTsafCmPheVnhjV8LCwNyP79+zF//nyEhYUxDkQA8CgpE9ti4nDx5WdwABRWko+vV3MNeNuaoo2+MoBS3Z6Liws4HA5OnDhRJ5kFCwtLRVjDx8LSABARVq9ejT179iAqKgrm5uaVlkvPLULovSS8+JCDwyfD4OY8DOY6CnDqUHkG9pKSEnh5eeHJkyeIiIioNig2CwuLaLCGj4WlnvB4PPz666+IjY1FZGQkdHR0RKrH4XBE2sMjIvj5+eHIkSM4e/YsTE1ZpxcWlvrAbhywsNSD/Px8jBw5EgUFBbh06RIUFRWrLZ+WW4TQu0l48TEbGsOXwOf4fZhrK8K5Y+UzPqDUQC5fvhz6+vqwtrbGmTNn0KVLl8a4HBaWnwJ2xsfCUkfS0tLg6OgIMzMz7NmzB5KSklWWffg+E1tj4nDp1WcAQFEle3y2zTXgbWOKtgbKVbYTHh6O8ePHY9++fRg4cGBDXQoLy08Fa/hYWOrA27dvMWDAAAwfPhyrVq2qNs5oXbw63a2MqiwXGxuLIUOGYMWKFZUKu1lYWKqH1fGxsIiIv78/3N3dcffuXfTo0QMzZszA6tWrRTB6z1FQUr3RS1jjgOKMFBSU8LEq8jkO3YyvsqylpSUuX76MgIAA+Pv7s1o/FpZawho+FpavOHLkCDp16gR5eXno6OhgwIABuHr1KoDSGJ8DBgzA1q1baxQ4P3yfiVWRL1BQIqi23Ne8/2MDPLqbQVZOHqqqqujXrx9evHghVMbMzAzXr19HREQEJk6cWOuMCSwsPzOs4WNhKUdgYCB8fHywcOFCpKamIjExEd7e3jhz5gwePHiAGzdu4PTp0yKFs9oaE4dCHr/GcpWhZDUco3fGIDk5GXp6ehg/fnyFMlpaWoiJiUFKSgoGDx5cIXM8CwtL5bCGj4Xl/8nKysLSpUuxdetWDBs2DHJycpCQkICDgwOUlZURExODfv36McL0P//8Ey1btoSysjJsbW3x/Plzpi0Oh4MLNx8yy5tpERvx5XLIP+eKPYWk3z2QtGU0ch+er9AXAnDx5Wfk87lwcXHBgwcPmGMpKSkYPnw4NDQ00Lp1a/Tr1w9aWlro1asXEhIS4OnpCRUVFVhYWGDdunXQ16+Y4YGF5WeGlTOwsPw/N27cQGFhodBsrrxGb/z48UhNTQUAvHr1CiNHjsTp06dha2uLjRs3wtHREc+ePavWuxMACt7eRXbsH9AauRLiStpIP/t7peU4AA5fe4XbR48y2j2BQABHR0cMHjwYR48eRVJSEvr27Ytt27ZBX18f7dq1g5mZGd6+fYu8vDzY29s3zM1hYfmBYGd8LCz/T3p6OtTV1Zm4mPn5+Rg+fDjevn2LS5cuQUHhn6Swx48fx8CBA9GvXz9ISEhg9uzZKCgowPXr15kyxfzK9/bynl+BfJu+kNQwAldSGso9RlUokx0bhle/OWPGgLa4evUqQkJKZ4u3b9/G58+fsXTpUkhKSqJp06aYOHEijh8/juXLl0NcXBxxcXF4/fo19PX1q8xryMLyM8PO+FhY/h81NTWkpaWBx+MhMzOT0eidPHmywiwuJSUFhoaGzHsulwsDAwMkJyfXeB5+bgaktP+JviKuWDEMmaLlMKj09IClhgCP98zDy5cv0aZNGyQkJCAlJQXKysr/tMfnw9raGkBpRvMNGzbAwcEB+/btg4GBQW1vAwvLDw8742Nh+X+6du0KKSkp7Ny5E927d0evXr1w4MCBSpcudXV1kZCQwLwnIrx//x56enoAAHEpaVBJEXOcn/eF+b+YvCp4OWnMe172pyr7pKtngKCgIMyYMQMFBQUwMDCAsbExMjMzmVdOTg4iIyMBADo6OjAzM0N4eDgmTJiAI0eO1P2GsLD8oLCGj4Xl/1FSUsKkSZMwffp02NraYvHixeDxeIiKisLcuXOFyrq4uOB///sfoqOjUVJSgg0bNkBKSopxfGli1gKFLy6DBHwUvL2LovdPmLpy5j2Q+/gvFKclQlBSiKxrRyvtj7Q4F+Y6CujXrx90dXWxa9cudOnSBQoKCli7di0KCgrA5/Px5MkT3L59m+lXQEAAmjVrhhMnTuDYsWPIzs5mtX4sLOVgDR8Ly/9z9uxZHD58GNOmTcPdu3ehoaEBAwMDbNmyBUOGDBEq27x5cxw6dAjTpk2Duro6wsPDER4ezswOd279HXmvYvF+0wjkPY2BjJkVU1fGpBMUOw1G6tGFSNk5CdJN2lTaHwLg1KHUI3POnDlYt24deDweIiIi8ODBAxgbG0NdXR0TJkxAVlYWAGDp0qXQ19eHsbExJk2aBF9fXxQVFbFaPxaWcrAhy1hYUHUevfowetcVXH6bCXBq//uSA0L/ltrY4d6pXn3Yvn07Dh8+DEVFRTavHwvL/8PO+Fh+aogIq1atwrJlyxATE9NgRu/vv//GX5vnQrzqaGbV94tXjKL74SgpKalVvQ8fPuDatWsQCAR4+fIlNmzYACcnJ5w5c4bR+n36VPWeIgvLzwBr+Fh+Wng8HqZMmYLQ0FBcv369yuSxtYGIsGbNGri5uSEkaCX8B7eGjETtvmYyElwsGGCOTy/uoHfv3vjw4YPIdYuLi+Hl5QUFBQX07t0bgwcPhre3NyQkJBAcHAw7Ozt069YNcXFxtb00FpYfBlbOwPJTUts8eqKQlZUFT09PfPz4Ebdv3xaKmFKX7AwTbcOxcuVKdOrUCceOHWMkC9VhaGiIJ0+eVHqMzevHwlIKO+Nj+elIS0tDnz59oKSkhIiIiAYxeo8fP0anTp2gp6eHS5cuCRk9dysjHJ9khf4ttCAlzoW0uPDXTlqcCylxLvq30MLxSVZMSiIul4ulS5ciODgYTk5OCAwMbBDvzEmTJmHXrl1wcHDA//73v3q3x8LyX4N1bmH5qahNHj1ROXz4MHx8fLBx40a4u7tXWzY9twih95Lw4kMODp8Mg5vzMJjrKMCpQ9UZ2AEgPj4eTk5OaNq0KYKDg4WiyNQVNq8fy88KO+Nj+WmoTR49USguLsavv/4Kf39/REdH12j0gFKJAhFAoP9/T9Uuf5ZhZGSEq1evQllZGV26dBEKiF1X2Lx+LD8r7IyP5afg7NmzGD16NHbu3ClSSqGaSEpKgrOzM7S0tHDgwAEoKSlVW/7h+0xsjYnDpVefAQBFvH/ieEqLc0EAbJtrwNvGFG0NlKtta9++fZg7dy62bdsGZ2fn+l4KUlNTMXDgQLRr1w47duxgYpWysPyosIaP5YenoTV6f//9N9zc3DBjxgzMnTsXXG71CyelWdhr79xSHffu3YOTkxOGDBmCtWvXQkJCog5X8g+5ublwcXFhtX4sPwWs4WP5YSEirF69Gnv27EFUVFS95QpEhLVr1yIoKAiHDh1Cnz59aqxTavSe1yoLu4wEF4vsLWo0fhkZGfDw8EB2djZOnDgBHR0dkc9RGSUlJfDy8sKTJ08QEREBTc2KwbNZWH4IiIXlB6SkpIS8vLyoXbt2lJKSUu/2MjMzafDgwWRpaUnv37+vspyNjQ0pKytTYWEhPUj8QuZLokiuVR8CQNqjN5Dh/AgynB9Bul67CAAZzo8gCfUmxJGQJo6ENIHDJYhJEEdCmmRk5WjVqlXV9ovP59OyZctIV1eXLl++XO/rFAgEtGTJEjIxMaHXr1/Xuz0Wlu8RdjGf5YejoTV6jx8/xrBhw/DLL7/g+PHjkJKq3PsyPj4eV65cgZKSEv78809cKDRGIY8PAOBKKyDz8iFojVhRoZ7uhG3M/z8eng+5Vr2g2K4/+rfQwsIaQpaVSR66dOkCJycnzJs3D76+vnV23GG1fiw/A6xXJ8sPRUNr9A4fPozevXvDz88PW7durdLoAcDBgwdhZWWFMWPGYHfwPlx69ZnZ05Nr3RvFn9+hMPGxSOclAs7deIhuPayhpKQEdXV1uLq6Vlnezs4OsbGxOHLkCFxdXZGTk1Or6/waVuvH8iPDGj6WH4a3b9/WmEdPVOoiVTh48CDc3Nzg5uaG6L8ugJf7Tw4+joQ0lLq6IPNyiMh9SI8JgYZFF3z58gVJSUmYNm1ateUbWvLg6OjI5PXbs2dPvdpiYfmeYA0fyw9BQ2r0kpKSYGNjg6SkJNy5cwdt2lSeNqg8V69eRUJCAlxcXNCxY0coaenjy6OLQmUU2g0AL/szCt7cEakfAg4Xb9/GIyUlBdLS0ujRo0eNdaSlpbFr1y7MnTsXPXv2xMmTJ0U6V1WwWj+WHxHW8LH85zl79iwGDBiArVu3wtvbu15t/f333+jcuTMGDx6MsLCwGvV5ZRw4cAC//PIL1NXVAQBGlr8g90m0UBmOuASUurki88ohkdpU6TUOxTw+unTpgpYtW2Lv3r0iX8fYsWNx7tw5zJs3DzNnzqx1lofymJmZ4fr164iIiGDz+rH8ELCGj+U/zf79+zFmzBicPn26XsJ0KpdV4dChQ5g/f36N+rwyCgoKcOLECVy6dAna2trQ1tbGs/NHUfLpHYpT3wqVlW/TD4LCPOS/vF5ju2LyKrD39kdKSgp27twJb2/vWmVV6NChA+7cuYOXL1/WOsvD12hpaSEmJgYpKSkYPHgw8vLy6twWC8u3hjV8LP9JqAHz6GVlZWHo0KE4ffo0bt++LZI+rzynT5+GmJgYnj17hgcPHuDBgwdYdvA8ZAxaIvfJ30JlOVwxKFmPQvbNUzW2W/LqGrTEcgEAKioq4HA4IhvjMlRVVREeHo5+/fqhU6dOuHLlSq3ql0deXp7N68fyQ8AaPpb/HA2ZR6+6rAqicuDAAYwdOxZNmjRhZnzjf2kP5c6OyHsWAxBfqLxcCxuIyavU2G5e8ktsmuYCeXl5DBo0CEFBQWjatGmt+9eQWR7YvH4sPwJs5BaW/xTlNXqhoaH1kivUJqtCXfDccw2X4jIATu1/X3IAKGS9xcfQFZg8eTK8vb2hra1d7z41ZJaHXbt2wc/Pj9X6sfznYGd8LP8ZGkqjVxepQm0gIhw/fhznN80Cl0QPVVYeLvg4ON8dV65cQVpaGiwsLDB27Fg8evSoXn1rSMkDq/Vj+a/CGj6W/wQNpdGri1ShNqSmpsLJyQnLli3DxGG/oPDGEUiK1a4NCY4AinF/YeFkN2hoaGDbtm2Ii4tDs2bNMGDAAPTr1w9RUVEQCOpmVBtS8sBq/Vj+i7CGj+W7p6E0enWVKohC2Syvbdu2MDMzg6urKw4ePIjonf5Y6tASMhJiqKnbHA4gJQbkXgnBhilDYGFhgY4dO+LevXtQU1PDggUL8O7dO4wePRoLFy5Ey5YtsWvXLhQUFNSpzw0leWC1fiz/Ndg9PpbvmobIo0d1yKpQG1JTU+Ht7Y3nz59jz549OHjwIGJjYxEZGclkTHiUlIltMXG4+PIzOAAKK8nH16u5BrxtTZH6/HZp9JfoaLx48QLe3t5Ys2YNxo8fL3RNMTEx2LhxI27evFmvfcCGyvLA5vVj+c/wTUJjs7CIwL59+0hLS4uuXbtW5zZEzapQFwQCAR07doy0tLRo/vz5lJ6eToMGDaK+fftSVlZWpXXScgppx6U48jl2nzSGLyGfY/dpx6U4SsspFCp35MgR0tfXp4SEBHr27BlZWFjQ+PHjqaCgoEKbL168oClTppCysjKNGTOGHj58WOtraagsDzk5OTRgwACyt7en3NzcOrfDwtKYsIaP5btDIBDQypUrycjIiJ4/f17ndh49ekSmpqbk7e1NhYWFNVeoBR8/fqRhw4aRhYUFxcbG0ufPn8nKyorc3d2pqKhIpDZq+t0ZGBhI5ubmlJaWRtnZ2eTs7EwdOnSgd+/eVVo+LS2NVq9eTbq6utS3b1+KjIwkPp9fq+uKiooiTU1N2rBhAwkEglrVLaO4uJjGjh1LnTt3ptTU1Dq1wcLSmLCGj+W7oqHy6B06dIjU1dUpJCSkAXtXcZZXUFBAb968oWbNmtH8+fNrNBafcwppe0wczTh2jzSGL6EZx+7R9piKM74yZs+eTV27dqW8vDwSCAS0ceNG0tLSoqioqCrPUVRURAcPHqR27dqRubk57dy5k/Lz80W+xnfv3lHHjh3J2dmZsrOzRa5XHjavH8v3DGv4WL4b8vLyaNCgQdSvX78qlwproqioiKZOnUqmpqZ1WvKrjq9neUREd+7cIR0dHdqyZUu1dR8kfqGJB29Ts8WR1GxxJJOQ1nB+BDX//88mhdymB4lfhOrx+Xxyd3cnR0dHKikpISKiK1eukJ6eHvn7+1c7oxMIBPT333+To6MjaWho0JIlS+jDhw8iXWtBQQFNnDiRzM3N6dmzZyLVqYydO3eStrY2c79YWL4HWK9Olu+ChtDoNZZUgcp5bDZr1gz37t1Dly5dcPbsWdjZ2WHr1q2YOnVqlfUP3YzHiN03ceF5Kop4AhTxhGUIhf//2flnqRix+yYO3YxnjnG5XAQHB6OoqAhTpkwBEaFHjx64ffs2oqOj4eDggIyMjErPy+Fw0KtXL/z555+11gM2lOSB1fqxfI+who/lm9MQGr3GkiqU1+X9+eefCAgIgLS0NPbv3w9PT88ag2MfuhmPVZHPUVDCR1X+07mP/sLHQ3NBBBSU8LEq8rmQ8ZOUlERoaCju378PW1tbuLu7Q0dHB9HR0UKSh+po3rx5nfSADSF5YLV+LN8d33rKyfJzU7ZUuHXr1jrVFwgEFBAQQNra2vTXX381WL8q28sjIjI0NCQxMTHS19cXWgJs164dARByPHmQ+IXMl0QJLWvqTQ4mANRk7hnmMzV7H5LSbyFUznxJFD18/0WoT6mpqaSiokKdO3cW+vzEiROkrq5Oe/bsEfn6arsPmJ6eTvb29tSjR486772+evWKmjZtSn5+fnV2nGFhaQjYGR/LN6O+efTqm1WhKqqa5fF4PKSnp0NcXBxeXl6wsLAAUBroOj8/v0I7W2PiUMjjV/hcFAp5fGyLEQ4ArampCXd3dzx+/BhhYWHM587Ozrh8+TI2bNiACRMmoLCwsMb2JSUl4eHhgXv37mHbtm2IiIiAoaEhli5dio8fP1Yo3xBZHti8fizfDd/a8rL8nNRXo9cYUoWqZnlE/zjeSEtL0+LFi6lTp07MsVmzZtHKlSuZGV9ERAS1atOWuJIyJKagTkrdRzIzOTFFDQJAHAlp4khIk7bHbxVmfAodHUlMQZ24kjLUpl17IV2dn58f9enThyQlJUlGRobat29PDx48ICISSfJQHaLqAesreWC1fizfGnbGx/KvQg2QR+/w4cPo3bs3/Pz8sHXrVkhJSdW7X1XN8oB/HG8UFRWhpaUFGxsbZGdn4/nz5+Dz+Th27JhQoGs5OTkM8VkNkzknoensh5z7Uch/dQMAoD1qDQDAwPc4mswKhZSeRYW+SOo0g864zTCdfQJm3frD2dlZaBZ36dIlzJ07F3JycujVqxeGDBmCkpISKCgo4Pjx4/Dw8ICVlRXOnj1bq3sg6j6gnZ0dYmNjceTIEbi6uiInJ6dW52Hz+rF8a1jDx/KvUd88eo2RVYGq8Ngso8zxxtbWFgcPHmQ+9/DwwMGDB3HhwgVYWFhAT0+POWZra4scWR0U8wFJTWPIteiJwsQnIvdJvlUviMkookjAgUFPVxQVFeHly5fM8Y4dO2LFihXYvHkzjh8/jry8PNy8eRNAqSenj48PQkNDMWHCBCxbtqzWwaxFiQta3ywPbF4/lm/Kt55ysvwc1Fej9/79e7K0tKTBgwdTZmZmg/SpMl1eeSrT6BkaGtKFCxcoPj6emjRpQq6urnTw4EEqKSlhljpv3rxJ2uYdiSujSBwpWYKYBMm17CWyc4tyr3EkrqZPHClZkpSRJw6Hwzju+Pn5kZOTE9OfwMBAkpaWpt27d1fof0pKCllbW9OAAQMoPT29zvepJj3g3r17SV1dnU6cOFGn9lmtH8u/DTvjY2l06qvRK5MqDBkypEGkClTDLA9AjRo9Q0NDGBsbIzIyEsOGDRM6NmrUKJh1toH+1P1o4nsCCu0HAPh/LUMNKRoK3z9BduwpaAyeDwOfY/DedwVKSkpCGQ/ev3/P/H/GjBkQExPDpk2bKjjY1FbyUBU16QHrK3lgtX4s/zas4WNpVOqj0SMirFmzBm5ubjh06BDmz58PLrd+Q7a6vbwyRNXoBQcH4++//4acnJzQ5zk5OTDW04a0tDSKUl4i79kl5hhXVhHgcMHLrOg5CQBUXAAOVwxiskqQ5hLenNuP7OxsoTJ3795FWFgYeDweNm3aBHV1dbRt2xYjRoyo4CkpISGBDRs2YN26dejfvz+Cg4NFuk9VUdU+YGpqKm7duoWXL1+id+/e+PDhQ63aZbV+LP8q33jGyfIDUx+NXkNnVajOY7N8mZUrV5KhoWGVYbrKljq/pvxS58mTJ0nfwIA4kjIkY9KZFDoMJLmWtsxSplK3Ef+/DCpH2h7rhZY6m8w9Q3Kt+xJHUobE5FVo6fJVQuf08/Oj4cOHk4uLC8nLy1O7du3o7t27VFRURL/88gtNmDChSk/LmrI81IWv9YDbt2+nxYsX1znLA6v1Y/k3YPPxsTQK9cmj9/jxYwwbNgy//PILAgMD6+21WT5f3v79+yssawKljje//vprhTx6daGoqAhbt27F+thsSBh1BKcOs1QOB+jfQgs73DuJXCcnJwe9evWCvb09li9fXmWZ8ePH482bNzh16hSMjIxq3bfKoK/yA/bt2xcXLlzAggUL4OvrW6vkwWxeP5bGhl3qZGlw9u/fjzFjxtS4VFgZDSlVIBH28gAgPz8fw4cPx5s3b3Dp0qU6Gz0iwokTJ2Bubo4dO3Yg//YfAL9uWc2lxcXgbWtaqzoKCgqIjIzE0aNHsX379irL1EfyUBVf7wMqKyujqKgIq1evhp2dXa0kD1paWoiJiUFKSgoGDx6MvLy8BukjC0sZ7IyPpcEgIqxevRp79uxBVFRUreQKxcXFmDlzJs6dO4dTp07VO8C0KLM8oNTxxtHREaampggODq5TnFAAuH79OmbNmoUvX76gqKiI+Xzy+kPY/zAbBSWiSwpkJLhYZG8BdyujOvXlzZs3sLa2xpYtWyo43pTn6tWrGDFiBCZOnIglS5bUe//0a9LT07F161asXbsWABAYGIiJEyeKfJ6SkhJ4eXnhyZMniIiIgKamZoP2j+XnhZ3xsTQI9dHoJSUloWfPng2SVUHUWR5QUaNXF6P35s0bODs7w9XVFZqamvj8+TPExcXRpk0b3L9/H/OGd8ciewvISIjV5NAJDgeQkRCrl9EDABMTE0RERMDLywuXL1+uspyoWR7qipqaGpYuXYovX75g1KhRmDp1KgwMDIT0gNXBav1YGo1vtrvI8sNQH41edHQ0aWtrU0BAQK2zhX9NTbq88oiaR68q0tPTycfHh9TU1Mjb25tatmxJXbt2JU1NTVq9enWFa3n4/gt5hZTm42teRT4+r5DbFQJT14fz58+ThoYGPXr0qNpyxcXFNHPmTDIyMqK7d+822Pm/puyeGxsbk7q6eq3yA7JaP5aGhDV8LPXi8+fPZGVlRR4eHlRUVCRyvYbMqiCKx2Z5oqKiSF1dncLCwmp9rsLCQtqwYQOpq6vTxIkTydfXl9TV1cnV1ZW0tLQq9fgsT1pOIe24FEc+x+6TxvAl5HPsPu24VHUG9vpy5MgR0tfXp4SEhBrL1iXLQ20py/LQqVMnGj16dI1xQcvz559/koaGBkVERDRa/1h+DljDx1Jn3rx5Q82aNaMFCxbUyvW8IaUKtZnlEZUGx9bU1KSrV6/W6jwCgYCOHz9OxsbG5ODgQCdPnqTWrVuTnZ0dDRgwgLp06UKJiYm1avPfWnAJDAwkc3NzSktLq7FsY0gevobP59OyZctIV1eXwsPDadWqVaSjo0N9+/alyMjIamf+N2/eJG1t7Uoj1bCwiApr+FjqRF01eg2VVaG2szxRNHpVce3aNbKysqL27dvT2bNnafHixaShoUGrV68mMzMzmjJlisjX8jmnkLbHxNGMY/dIY/gSmnHsHm2PabwZXxmzZ8+mrl27Ul5eXo1l65vlQVTKZ3koLCwUOT8gq/X7Pig/lsfuv/WvjeWGgPXqZKk1ddXoHT58GD4+Pti4cWO9AkyL6rFZRl01em/evMH8+fMRGxuLVatWwcLCAuPGjYORkRH69+8Pf39/BAYGwsPDo8a2Hr7PxNaYOFx69RkAUMT7x8tTWpwLAmDbXAPeNqZoa6AsUv9qg0AggKenJ7KyshAWFlajNo6IEBQUhDVr1mD//v2ws7Nr8D4BQHx8PJycnNC0aVMEBwdDXl4eMTExCAwMRGxsLCZPngxvb29oa2sL1WO1ft+Obz2WGwLWq5OlVtRFo9dQWRWoFh6bZdRFo5eRkQFfX19YWlqiffv2ePToEV69egV7e3v4+vqiSZMm2LhxI6Kjo0UyeoduxmPE7pu48DwVRTyB0IMCAAr//7Pzz1IxYvdNHLoZX2ObtYXL5SI4OBhFRUWYMmUKavq92xBZHkShLMuDkpISunTpghcvXqBXr14IDw+vNC5oGazW79vwPYzlhoA1fCwiQXXMo1deqnD79u06SxVEibH5NeXz6P3vf/8TCo4dExMDfX19ofJFRUUIDAxE8+bNUVhYiKdPn8LOzg49e/bEw4cPERUVhd27dyMxMRGWlpawsbFhDO/27duhpaUFeXl5pKenQ15eHm/fvsWhm/FYFfkcBSV81LS2QgQUlPCxKvJ5ozwwJCUlERoaivv378PPz6/SMkZGRvjrr7+Y9/WRPNja2ooUd1NaWhq7d+/GnDlz0LNnT5w8eRKAcFxQMzMz2NnZCeUHZPP61Z7Kxr2oNOZY3r9/P3r06FGnfgHAgAEDcODAAZHLs4aPpUbqqtH7OquCsrJyhTJGRkbQ1NQU+sW+Z88e2NraAqjbLA+onUaP/j/iioWFBS5evIhLly4hKCgIW7ZsgZ2dHebMmQMfHx84ODjA0dERs2bNwqVLl5CUlIRbt26hpKQEM2fOxPnz55Gbmws1NTXk5uYiR0IVqyJf1Eq8DgAFJQKsinyBR0mZtaonCuWju3Tt2hWLFy+usU5DZXmoiXHjxlWa5UFNTQ0LFy5EfHx8hfyAPB7vP6/1+/rHxvfIw/eZ381Y9vf3r7BqFBUVBU9PT5HbYA0fS7WULRW+fftW5KVCqmVWBT6fj6CgoAqf12WWB5RmL+jRowemT5+OgICAauNEXr9+Hd26dcOaNWuwZ88ehIeHo7CwEJ06dcLDhw/x4MEDfPjwAaNGjUJISAgWLFiA9+/fw8jIiMnKkJqaisLCQrRs2VKo7a0xcSjk8Wvsb2UU8vjYFtM4D3FNTU2cPXsWDx8+xIsXL0Sq09BZHqqiQ4cOuHPnDl6+fIk+ffoIZXmQlJSEh4cH7t27h23btiE8PByGhobw8/ODt7c35s6dC2tra9y6datR+vYzU5uxTALhcoU8PrZEizbO/jW+mVsNy3dPXTR6tZUqGBoaUkBAAKmoqNCXL1+IiGjXrl1kYWHBeGz+/fff1KlTJ1JUVKROnTrRtWvXiIjo2LFj1LFjR6H2Jk2aRJKSkhQWFkaFhYU0a9YsMjAwIE1NTfLy8mI8BQ8dOkQyMjJkYGBABw8eJD6fT0VFRYzH5i+//EK6urokLi5OsrKydPLkSSIi2rNnD0lJSRGXyyU5OTkaMWIEycrKEgCSk5OjXr16EVGpVMHIew8Zzo8guVZ9SL7DQJIx6UQcSRmS1GlGul67GQG77sTtJG3UjrjS8iSuqkfqg+eR4fwIarY4soKHnI2NDS1atIi6du1KcnJy5ODgQGlpaTRq1ChSUFCgTp06CXliPn/+nPr27UsqKirUrFkzOn78OBGVCsLFxMQIAMnIyJCDgwPz9/jtt9+odevWpKioSC4uLkIes7t27SIDAwPicrnUpEkTevPmDXPs/Pnz1Lx5c1JUVKSpU6dSz549GdnB69evqWfPnqSoqEhqamrk4uJS7bgoL3moLsvDixcvaMqUKYweMCgo6D+n9asq40dhYSHNmDGDdHR0SEdHh2bMmCHkPXz69Glq27YtKSgoUNOmTSkqKoqIShMDm5ubk7y8PBkbG9OOHTuYOhcvXiQ9Pb0q+/LkyRNmvGhqatKqVavoc04hmc4/QwqdBpGYvCqJyauSQqdB1GT2H2Q4P4K0Rq4mMQU1UrYdQ1w5ZZJr2YuUuo8k2ebdSK6lLXEkZUhr4HR6m5RK48aNI21tbdLV1aVFixYRj8cjolKZUffu3Zl+TJ8+nfT19UlBQYE6dOjAjIGoqCiSkJAgcXFxkpOTozZt2hBR6feibKzx+XxasWJFtfecNXwslVIXjV5dpAplX/qhQ4fSokWL6OPHj9S+fXuSlZWl2NhYSk9PJ2VlZSbL+ZEjR0hZWZnS0tIoLy+P5OXl6dWrV0RU+uURFxcnf39/IiLy8fEhR0dHSk9Pp+zsbHJwcKAZM2aQj48PKSoqkqKiIuPef/fuXWrdujU5OjpSSkoKrV69mpo2bUpeXl60Zs0a0tLSYgzA11/Sd+/eEQAqKSlhPvva8HGlFUh79AZqMvcMybawIVkLazKcH0EGM0NJTEGd1OxnUJO5Z0hnTBBxZRRJZ8I2ar44knZcihO6XzY2NmRiYkJxcXGUmZlJFhYWZGZmRhcuXKCSkhLy8PCgMWPGEBFRbm4u6evr0969e6mkpITu3btHampq9PTpUyIi8vT0pJEjRwpFdzE0NKTOnTtTcnIypaenM6mGiEqj7KipqdHdu3fp8+fPZGpqSvLy8vTu3Tv6/PkzycvL08mTJ6m4uJgCAwNJTEyMeRiNGDGCVq5cSXw+nwoKCujKlSsijY/ykofqxmFaWhqjB+zcuTOpqKjQzp07RTrHt6Yqw7dkyRKytLSk1NRU+vTpE3Xt2pUWL15MRESxsbGkqKhI58+fJz6fT0lJSfT8+XMiIoqIiKC4uDgSCAQUExNDMjIyTESe6gxfdnY2aWtr0/r166mgoICys7Pp5s2btD0mjlR7jCRJ3eakP+0Q6U8/TFJ65qTUzZUxfOBwSdFyODWZ/QcZzDpFSt1HErhipDFsETWZ9yeZzfuD2vboR5MmTaLc3FxKTU2lzp07M0b56+9USEgIpaWlUUlJCa1fv17o++fn50dubm5CfS9v+IKDg8nExKTae84udbJUoGypcMaMGVi9erVIKWXqm1Vh2bJlCAwMROvWraGtrY2OHTuiS5cu+N///gczMzN4eHhAXFwcI0eOhLm5OcLDwyErK4vBgwfjyJEjWLVqFRYtWgRJSUnMmTMHRIRdu3Zh48aNUFVVhaSkJIyNjfH777+jsLAQ+/btg4KCAsTFxbFkyRJmL+/MmTO4ePEiAgMD4e/vjx07dmDevHkoKirCy5cva3VNxfx/9kNkm3WFlG5zcLhikG9pi+LUdwCAgje3IK6kCfk2/cDhikFS2wSyzbsh/8VVFPIEePGhYlaDsWPHwsTEBEpKShgwYABMTEzQt29fiIuLw9nZGffv3wcAREREwMjICGPHjoW4uDjat2+P4cOHM84jANC0aVMEBQXB3t4eiYmJAIDp06dDV1cXqqqqcHR0xIMHD5i/8bhx49ChQweoq6vj3r17yM/PR+fOnbFmzRq0bNkSTk5OkJCQgI+Pj5AEQUJCAgkJCUhJSYG0tLTIjgx2dnaIjY3FkSNH4OrqWmWWh/L7gNOmTYO2tjZ+/fVXODo6VshM/1/h8OHDWLp0KTQ1NaGhoQE/Pz+EhIQAKE2CPG7cOPTr1w9cLhd6enrM3vvAgQNhYmICDocDGxsb/PLLL7hy5UqN54uIiIC2tjZmzZoFaWlpKCgowNLSEi8+ZiP7yUUodx8BMTlliMkqQan7SOQ+ufhPZQ4XytZu4IhLgCtR+t2X0jWHbLOu4HC4KMjPxZObMdi0aRPk5OSgqakJX19fHDt2rNK+uLu7Q01NDeLi4pg1a1atvn+HDx/GzJkzqy3DGj4WIc6ePYsBAwZg69at8Pb2rrF8Q0gVvnz5An9/f0hISKBfv34YNmwYsyeYkpICQ0NDofKGhoZITk4GALi6umLTpk0IDQ3FyJEjMWzYMMjKyuLz58/Iz89Hx44dIScnB1lZWWzfvh1SUlLYvn07VFVVUVJSwuzlPXz4EK6urpg+fTqWLl2K0aNHY/Xq1VBSUoKysjKysrKQlpZW62srgyuvwvyfIy4FKikN0szL+oSilFdI3OjKvPKexoCf9wUAkF1YMa2RlpYW838ZGZkK73NzcwEACQkJiI2NhbKyMvM6fPgwPn4Uzv4+cuRIzJw5E/3794dAIBAyWLKyskx7X/8tFBQUoKGhgWXLlmH37t3IyclhJA8cDgcGBgZM2XXr1oGI0KVLF7Rs2RJ79+4V+d59LXl4/vx5lWXL9gGfPn2Ko0eP4sqVK1BTU8PixYsrXPf3ztf329DQECkpKQCA9+/fw8TEpNJ6UVFRsLKygqqqKpSVlREZGSnS2K2qzexCHvi5GRBT/Cc7hriSJvi5/3j4iskqgiMu7EAmpqjO/J+X9Ql8Pg86OjrMWPTy8qrSE3f9+vWwsLCo0/evsmfG17CGj4Whthq9+koViAh5eXmYNGkSmjVrhuvXryM8PJwxagCgq6uLhIQEoXqJiYnQ09NDfn4+du3ahby8PPz++++IiIjAqFGjAADq6uqQkpKCiYkJmjdvjgsXLqCkpAT5+fkoLi5GcHAw0tLSmFken8+Hra0tEhMTsXnzZoSEhODEiRP48uULMjMzoaSkVKP2rS6IK2pAukkrNPE9/s9rVijU+k8FAGR+/iDk4FEbDAwMYGNjg8zMTOaVm5vL5OorP5P39fWFg4MDPn36hMLCwkrb+/pvkZeXh/T0dCbx7fv37xnJAxHh/fv3TFltbW3s3r0bKSkp2LlzJ7y9vWvlgVmV5KEqOBwOhg8fjqSkJHTu3BkhISGV6gG/Z76+34mJidDV1QVQ+rd98+ZNhTpFRUUYPnw4Zs+ejdTUVGRmZsLe3l6ksWtgYIC3b99W+FxRWhxi8qrgZ/9jpHjZnyEmr/pPoUpWhcqPLzFFDYiJSyItLY0Zi9nZ2Xj69GmFeleuXMG6deuq/P7VtAJV2TPja1jDx1InjZ4oUoXqKPPYzMrKwooVKxAQEICWLVvC1dUVmzdvZsrZ29vj1atXOHLkCHg8Ho4fP45nz56ha9eu6NOnD5SVlTFmzBgsW7YMGRkZ6NevH968eQNXV1dISEhAXFwckZGR6N27N5KTk7FlyxZ06tQJb968gZaWFjw8PBATE4POnTvD0dERf/zxBwBAXFwcGhoa4PF4WL58ObKzs2t1fQAgKVbzErGMSWeUZCQj98nfID4PxOeh6MMrlKS9hxgEeP/4Jlq2bAkjIyOMHDkSycnJePfuHYqLi2ts28HBAa9evUJISAhKSkpQUlKC27dvMzMmLS0toQfd2rVrIS4ujlWrVoHH41Vob+TIkdi3bx8ePHiAoqIiLFy4EJaWljAyMoKbmxuICOLi4ujQoQPmzJkjNMM6efIkkpKSAAAqKirgcDh1yv9XleShKuTl5REdHY0+ffrA2NgYOjo6FfSA3wMlJSUoLCxkXjweDyNHjsTKlSvx+fNnpKWlYfny5cyKyvjx47Fv3z5ER0dDIBAgOTkZL168QHFxMYqKiqChoQFxcXFERUXh/PnzIvXBwcEBHz58wKZNm1BUVIScnBzExsbCXFsRii1tkHX9OPj5WeDnZyHr2jHIteol8vXJK6ujZZcemDVrFrKzsyEQCJigEl+Tk5NT7fdPS0sL8fHxVf7tRo4ciY0bN1bbH9bw/eTUVqNHtZQqVFa/vC5PR0dH6JxLly4V0vSpqakhIiICGzZsgJqaGtatW4ddu3Zh0KBBjEbPw8MDf/31FxwdHTFnzhwm4kpCQgL69OmDbt26QVFREW3btsX8+fMxZ84crFq1ClwuF+vWrcPIkSMZqQKXy0X//v1hZ2eHZs2awdDQENLS0kLLdjURHx8PACgqqtk4caVkoeW6AvnPLyNpy2gk/e6BLxf3g/glpQ+urX5IT0/HuXPn0L9/f+Tl5eHAgQNQVVVFjx49EB0djYSEhEpnhQoKCjh//jyOHTsGXV1daGtrM/uVQOnD89mzZ1BWVsaQIUPA5XKhrq6OkpKSSqO79O3bFytWrMDw4cOho6ODN2/eMHs06urqOHnyJF68eIFPnz5h69atQstmt2/fhqWlJeTl5TFo0CAEBQWhadOmIt/T8lQneaiMsrx+Dg4OOHHiBP76668KekBR8gM2Jvb29pCRkWFe/v7+WLx4MTp16oQ2bdqgdevW6NChA6O77NKlC/bt2wdfX18oKSnBxsYGCQkJUFBQwObNm+Hi4gIVFRUcOXIEgwYNEqkPCgoKuHDhAsLDw6GtrQ0zMzNcvHgRTh31oWo9EpLaZvgQ/Cs+BP8KSS0TKHdzFfn6CMDp40dQXFyMFi1aQEVFBU5OTpX+7Wr6/jk7OwMofTZ06NChQv1x48bVGFGJjdX5E5Ofn4+RI0eioKAAoaGhQpFNKiMrKwuenp74+PEjQkNDax0BorYxNivj7t27cHR0xKJFizB1aulyYFFREbZu3YqAgAA4OTnB399faN/r3r17GDNmDIyMjLBz507o6OggKysLY8eORXJyMkJDQ2tl2Krixo0bTCiz8ePH44OpA67G59QY5aIyOBygfwst7HDvVOnx7Oxs3Lp1Czdu3MCNGzdw8+ZNKCoqomvXrsyrbdu2dUqum5OTg169ejFLmHXh+fPnGD58OLp164YtW7aIpL+sLQKBACtXrsTOnTtx7NgxWFtb11hn165d8PPzw5kzZ9C5c2eR4oKyAJNC7uDC89RGGcvfAnbG95NSFs5LSUkJERERNRq9x48fo1OnTtDT08OlS5dqZfS+nuWJGn3la86ePQs7Ozts3boVU6dOrTTiSlnoMKDU8eZrj00dHR08efIEnTt3hra2Ni5fvlwvo8fj8XDy5El07doVbm5u6NGjB+Lj47Fu3TrMHtAG0uJidWpXWlwM3ramVR5XVFRE3759sWTJEkRGRgrNCp8+fYrx48czs8I5c+YgLCxM5L3C8tFdyvYDa4uFhQViY2ORnZ2N7t27M7PghoTL5WLp0qUIDg6Gk5MTAgMDa9zLmjRpEnbt2gUHBwdERkaKFBeUBZhqa9poY/lbwM74fkLevn2LAQMGYPjw4Vi1alWNm8X1yarQELM8oNTxZt68eQgLC0P37t1x/fp1xs15/fr16N27t1D5ymZ5AHDkyBHMmDFD5KwKVZGdnY3g4GAEBQXBwMAAM2fOxKBBgyAmJvxw+Ce+oeh7STISXCyyt4C7lVGd+1fWx/rMCt+8eQNra2ts2bIFw4YNq1Mf6BtleVBQUKi2fGxsLIYMGYIVK1ZgwoQJzOfp6enYuXMntmzZgpYtWzLernXZj/zR+JZjuaFhDd9PRtlS4eLFi2uUKxQXF2PmzJk4d+4cTp06VSuvzbLZ2IwZMzB27Fj4+fnVabmLiLB69Wrs3r0bUVFRkJSUFEoV5ObmJvRQKi4uxooVK7Bz505s2LAB7u7u4HA4KC4uxqxZsxAVFYWwsLA6B8uOj4/H5s2bsX//fvTv3x++vr41GvPSB8YLFPKqD+7L4ZT+Ol5kb94oDwoiwqtXrxhDeOPGDbx9+xbt2rUTMoblw9Ldu3cP/fv3x6lTp9CzZ886n/vq1asYMWIEJk6ciCVLljSKISksLMS0adNw9epVhIWFwcLCotryr1+/hp2dHTw8PODn5yf0A7C4uBjHjx9HYGAgCgsL4evrCw8PD8jIyDR4v/9LfC9jub6whu8nojZ59JKSkuDk5ARtbW3s37+/Vl6bDTXLK59H7/Dhw9i9ezdCQkIwc+ZM+Pj4QFZWVqh8VbO8pKQkuLi4QENDAwcOHKi1BypQcf/u119/RZMmTUSu/ygpE9ti4nDx5WdwUJq+pYyyHGa9mmvA29YUbfRr37+6Isqs8PPnzxgzZgyio6PRunXrOp/rw4cPcHV1hby8PA4dOgRVVdWaK9WBvXv3Yt68edi2bRvjCFEVNeX1IyJ2H/ArvtexXCuqjevC8sOwb98+0tLSYuJcVkd0dDRpa2tTQEAA8fl8kc9R26zo1ZGXl0eDBg2i3r1706pVq0hdXZ0mT55MHz9+rFC2fIzNgwcPCoW2+vvvv0lbW5tWr15dq2shIiopKaETJ06QlZUVGRsbU1BQEGVnZ9f5moiI0nIKacelOPI5dp80hi8hn2P3acel7ydrtUAgoBcvXtC+ffto0qRJ1Lp1a5KTk6NmzZqRgoIC7dixg1JSUurcfnFxMc2cOZOMjY2ZMFqNwd27d8nY2Jh8fX2puLi42rI5OTk0YMAAsre3p9zc3CrLfR0X9OHDhw3d7f8U5cfyuP23vruxXB2s4fvBEQgEtHLlSjIyMmJi+VVXNiAggLS1temvv/6q1Xk+fvxIw4YNIwsLC4qNja1Pl5ng2NbW1mRkZEQODg5MfMmv+TrGZvlrWbt2LWlpaVUaB7E6srKyKDAwkAwNDalHjx4UFhbGBNNtSP4rvzuzsrLowoULZGdnR3JycqSkpESGhoY0YsQICgoKolu3bokcxLyMEydOkLq6Ou3Zs6eRek2Unp5O9vb2ZG1tXaOxLi4uprFjx1Lnzp0pNTW12rLl44L27duXIiMja/2jiuXb8t/45rHUiZKSEvLy8qJ27drV+MWvbVaFMhpylkdUGhzbwMCAdHV1qV27dhQdHV1puepmeZmZmTR06FDq0qULJSYminzud+/eka+vL6moqNCIESPqbcAr43NOIW2PiaMZx+6RxvAlNOPYPdoe89/4lUxENHv2bOratSvdv3+/wqywe/fuNHv2bDp16pRIs8Jnz56RhYUFjR8/vt7jpipEzfJAVDqWlyxZQiYmJvT69esa2y4qKqKDBw9Su3btyNzcnHbu3Mlk//gZKD+Wx+6/9Z8ay+we3w9KbTR6jx8/xrBhw/DLL78gMDBQ5ADTDbWXV8aZM2cwYsQISEtLY/PmzRUcV8qoai8PAJ48eYJhw4ahb9++2Lhxo0jXUt/9O1F4+D4TW2PicOnVZwBAUSX7IrbNNeBtY4q2BsoNeu6GRCAQwNPTE1lZWQgLC2P2xOrqQZqTk4Px48fjzZs3OHXqFIyMjBql32fPnoWnpyfmzZsHX1/faj2Zy2v9RBnT9JPtA/4IY5k1fD8gaWlpcHR0hJmZGfbs2VOtiPnQoUPw9fWtlVSBGshjs4yMjAyMHz8eZ86cwciRI7F79+4KjitA1R6bZdRGqsDj8fDHH38gMDAQqamp8PHxwdixY2t0g68LP4onXBnFxcVwdHREkyZNsGvXrkqNCFXhQdq+fXt07doVVlZWjAcpEWHTpk1Ys2YNDhw48F1IHsLDw5mwYAMHDhT5HC9fvkRQUBCOHj2KIUOGwNfXt84exN8jP8pYZg3fD4aoGr3i4mL4+vri/PnztZIqNOQsryziip+fH/h8Po4fPw5HR8dKy1Y3y6uNVEFU/V3Lli2xdetW2Nra1vn6gB9L+1SeukR3qWlWKC0tjWXLlmHSpEnfheShKq2fKHzvekB5eXk8evQITZs2RUFBAVxcXHD58mX88ssvVQYAP3QzHn5HYvD297FoMvcMONyKgvbMK4fBy/wAdcfZAL7fsfx9/BVYGgRR8+iVZVVITk4WOasCNVD0lbK2Tpw4AXNzc+zatQtKSkqMvvBrqoq+Uv5ayrIq3Llzp8priY+Px8yZM2FkZIRbt27h06dPuH//Pjw8PCAhIQEZGRnIy8tDXl4ehw8fxtOnT+tt9B6+z8SqyBe1MnoAUFAiwILfD6OjZTcm9Y+NjQ3+/PPPGuvGxMTUOpRcXahLdJeaos1s2bIFX758QWBgIExNTXHgwIE6Z6aoitpkebC0tMTly5cREBAAf3//WmXnKJ8fsL5xQe3s7LB06dIKn585cwba2tqVBhSvidzcXCZWamhoKFJTU5Genl7l/Sgby0V1GMurIl/gUVJmrfvYmLCG7wdB1Dx6dcmqUJZJYdmyZfjzzz8REBBQ56XN69evo1u3bggICEDr1q0hIyOD27dvV/rL+969e0L58jw8PISM+cWLF4WyKlR2LTdu3ICLiws6duwIcXFxPHjwAEePHkV+fj5yc3ORm5uLJk2aIDw8nHnv5uZWp2v7mq0xcSjk8WtdL+/FVSSHroJ8695ISkpCamoqli9fjvDw8AbpV0OhqamJs2fPYsWKFQgLC6t1fQ6Hg+bNm2PMmDHYuXMnHj16hI8fP+L48ePQ0dHBlClT0Lx5cyYzxebNm3H79m2RMlPUhKhZHszMzHD9+nVERERg4sSJtTYyZfkB7927h23btiE8PByGhoZYunSpyPkBPT09cejQoQqGNyQkBG5ubhW0h9VRWf8TEhLQrFmzatup61gGgEIeH9tiRE9BJQp1MfZCfAuPGpaGRRSNXl2kCg3psRkXF0dOTk5kYGBAu3fvpkGDBlHfvn0pKyurQtnqPDbL+lWdVKG2+jtDQ8MK7ZT/LDY2ljp27EgKCgqkqalJvr6+RERUUFBAbm5upKqqSkpKStSpUydGZ2jQpAnpjVpFhvMjyHB+BCl1H0lyLW2Z99oe60lKz5w4UnIkoWFEWiNXk+H8CGoyL5zEFDVIuddYarY4soKHXFFREamoqNCjR4+Yz1JTU0lGRobi4+NJWlqaOBwOycnJkZycHCUnJxOfz6eAgABq2rQpqaqqkrOzM6Wnp1f356oVd+/eJXV1dbp06VKDtUn0j+Rh5cqVFTxIe/ToQXPmzBHZg7QqRJU8iKr1E4Xa6gHz8/NJUVFR6P5mZGSQlJQUPXjwgGJjY8nKyoqUlJRIW1ubpk6dKiQvAUBbtmwhU1NTMjIyYj57/fo1LV26lCQkJEhcXJzk5ORoz549xOfzacWKFdSkSRPS0NAgl5GjyGT2STKcH0F6k4MJADWZe4YM50eQ7uQ9JGXQijiSMiRt1I4UOgwUGudlr2aLI+l05DnS09Oj9evXk4aGBmlra9PevXuZfmZmZpKHhwepq6tTkyZNaMWKFYxMZN++fdStWzfy8fEhVVVVWrRoEXl6etKUKVMYmU23bt3ow4cPNGPGDFJWVq72nrKG7z+MqBq9ukgVGkqXl56eTj4+PqSmpkarVq2ihIQEsrKyInd390q1X1Xp8spfS1VShbrq72oyfFZWVnTw4EEiKn0A3rhxg4iIduzYQQ4ODpSXl0c8Ho/u3LnDGHJVLb0qDZ/e1P3ElVYgTWc/ajLvT9J0XUFcaQXSn36YdCduJwCkO3kPNV8cSTsuxVXo75QpU2ju3LnM+02bNpGDgwMREV28eJH09PSEym/atIn52xcWFtKkSZNoxIgRNd6X2nD+/HnS0NAQMsgNQWWShzJd4fLly2nAgAGkoqJSL12hqJKH2mj9RKE2esAJEybQ+PHjmfc7duygtm3bEhHRnTt36MaNG1RSUkLv3r0jc3Nz2rhxI1MWAPXt25fS09MZuUWZ4SMi8vPzIzc3N6Z8cHAwmZiY0Js3bygnJ4faWf9CCq16VWr4JHWbk0LnwdRk9h+kNWoNcSRlKjV8zRdHku+mQyQmJkZLliyh4uJi+t///kcyMjKUkZFBREQeHh40aNAgys7Opnfv3pGZmRmj89y3bx+JiYnR5s2bqaSkhPLz88nT05PU1NTozp07VFBQQL169SIjIyM6cOBAjd97dqnzP4qoefRqm1WBGmgvr6ioCIGBgWjevDkKCwvx9OlTjBw5Ev369WPy6JX3Nq1pLw9AlVkVvt6/O3HiBK5cuYKhQ4dWcFqpCxISEoiLi0NaWhrk5eVhZWXFfJ6eno64uDiIiYmhY8eOjGykhC9AiaDyPaG8pzGQMekEGZPO4HC4kDFuD0kdUxS8uQN+QQ4AQFxeFYU8AV58yKlQ39PTE0ePHmWWvkJCQqr1Yt2xYwdWrVoFfX19SElJwd/fH6GhofVfLipHv379EBQUBHt7eyQmJjZYu5VleRA1M4W1tTXmzp1bY2YKUbM8lOX1s7OzQ7du3WqVQb4yarMP6OnpidDQUBQWFgIADh48CE9PTwBAx44dYWVlBXFxcRgZGcHLy6tCgtcFCxZAVVVVpFijhw8fxsyZM9G0aVPIy8ujzdDJyHl2GSQQXurkZX1C8YfXULb2AEdcAtJNWkHGtPJnRSFPgMT0AkhISGDp0qWQkJCAvb095OXl8fLlS/D5fBw7dgwBAQFQUFCAkZERZs2ahZCQEKYNXV1dTJs2DeLi4sx1DB06FB07doS0tDSGDh0KaWlpjB49usbvPWv4/oPk5+dj+PDhePv2LS5dulTBQJRx6NAh9O7dG35+fti6dWuNmraG2MujKlIFJScno0ePHpg+fToCAgKE9upq2ssDSr+MvXr1wpIlS7Bt2zZISUlVuX9XXz3h1wQHB+PVq1cwNzdH586dERERAQDw8PBA//79MWLECOjq6mLu3LnMXlF1fhC8rE/Ie3EViRtdmVdR0jPwczMgJlPqYs/LzQAAZBdW3HuytLSErKwsYmJi8OLFC8TFxVWbbDQhIQFDhw6FsrIylJWVYWFhATExMaSmptb1llTKyJEjGe/F9PT0BmtXQUEBx48fh7u7OywtLXH27Fmh45XtFaakpMDPzw8KCgrYs2ePUBb7qvYK7ezsEBsbiyNHjsDV1RU5ORV/dHA4HCxfvhxz586FtbU1bt26Ve/rE2UfsEePHlBXV8fp06fx5s0b3Lp1C6NGjQIAvHr1Cg4ODtDW1oaioiIWLlyItLQ0oXPUJvVWSkoKDA0NmfckrwEI+ODnfREqx8/NAFdaHlzJf54R4ooaVbabX8yDmpqa0F6irKwscnNzkZaWhpKSEqHzGhoaIjk5udprKJ93U0ZGRuh9dYi+K8ryXVBeo3fy5MlKNXrlpQrR0dE1em3SV7q8w4cP18l5pXyqoD179jCpgs6dOwcPD48KwbFr0uWVlSmTKkRHR6NFixY4efKkkP5OlDQ09cHMzAxHjx6FQCBAWFgYnJyckJ6eDjk5Ofj5+cHPzw/x8fGwt7dH8+bNMX78eEjKyIBKipg2yj80xBXVId+qF9QGTK9wLiKCmKIG8l9eh5LlMChKS1TapzKHB21tbTg5OTF/r8o8eQ0MDLB371507969vreiRnx9fZGSkgJHR0f89ddfleox6wKHw4Gvry86deqEESNG1Ch5KJsV9u3bF0Cp8P7Vq1e4efMmbty4gT179lSqKzQyMsLVq1cxbdo0dOnSpUrJw6RJk6CjowMHB4daa/2qu8ZevXqhV69ejB7QwsKC0QOOHj0aBw8exMuXL9G/f3/mIT9lyhS0b98eR48ehYKCAjZt2oTQ0NAKbYuKrq4uEhIS/qmbmwZwxSAmpwJ+9j8GVUxeFYLCXAiKCxnjx8v+XOW5ZCWrNjfq6uqQkJBAQkICWrRoAQBITEyEnp5ena6hJtgZ33+It2/fonv37ujVqxcOHDhQqdGrrVShIWZ5b968gbOzM0aMGAFvb2/cuXOHMXoHDhyAp6cn/vjjDyGjJ8osr7xU4e+//0Z0dDRMTU2xefNmzJ07F69fv8b06dMb1egBpTPnz58/g8vlMp6jXC4XFy9exOPHj8Hn86GoqAgJCQmUlJQgNDQUXCk55D29COLzUPThNfJfXmfak2vZC/lxt1Dw9i5IwAfxilGY8Ai87DRwOByo9B6PrOvHUPTkLxgqlj60r169ikmTJjFtuLu7448//sChQ4cwevRo5nMtLS2kp6cjKyuL+Wzy5MlYtGgR8zD7/Pkzzpw502j3a+3atTAxMcGIESMadDkVAKytrXHnzh1ER0fDwcEBGRkZItXjcrkwNzcXaVY4duxYtG7dGk5OTtVKHhwdHREeHo4JEyZgz549DXmZaN68ObZt24a4uDiYmZnBzs4O58+fx4ULF7B7925mmRMo1VQqKipCXl4eL168qHPy4DJGjhyJjRs34t27d8jNzcXj0zug0KJnBd2euJImJHXMkHX1MIhfgsL3T1EQV/kMWFqciyZqVS+ziomJwcXFBYsWLUJOTg4SEhIQGBhY6/yfosIavv8Iomj0aiNVaIi9vIyMDPj6+sLS0hLt27fHixcv4OHhAS6Xy+TR8/f3x8WLF5nZhih7ecA/UoUePXqgadOmaNeuXaPs34nC2bNn0bJlS8jLy2PGjBk4duwYZGRk8PHjRzg5OUFRURFNmzZFfn4+5s6di127dsHLcxT42Z/wftMIZF09DLkWNkx74ooa0By+BFk3TiJpsxuSto5B9q0wgEo1UnLmPaAxeB6yHl7AYuce0NLSwuLFizF48GCmDQMDA3To0AEcDgfW1tbM5+bm5hg5ciSaNm0KZWVlpKSkYMaMGRg0aBB++eUXKCgowMrKCrGxsY12v7hcLoKDg1FUVITJkyfXSv8mCjo6OoiOjoaFhQU6deqEe/fu1amdr/cK09LScPbsWWav8MyZM8jNzYWHhwc6deqEEydOVNgrrI/WTxTK7wN6eXlBSkoKHz58wKdPn5h9wPXr1+PIkSNQUFDAxIkT4erqWq9zjhs3Dh4eHujZsyeMjY2hqywDlT6VC/jVB81BUcpLvN80ElnXjkK+Ve9KyxEAm2ZVL4MCwO+//w45OTk0bdoUPXr0wKhRozBu3Lh6XUtVsJFb/gPUlEePiLB27VoEBQXh0KFD6NOnT7Xt1Tf6SlnElYCAADg5OcHf319obZ3P5+PXX3/FzZs3ERkZyRi26qKvlL+W3377DWvXrkWrVq3w5MmTRoufWR/y8/MRGRmJEydO4Ny5c7C0tISzszOGDh0KdXV1AMCkkDu48Dy12v2+quBwgP4ttLDDvVOVZcaNGwddXV2sXLmyrpfRqNQlukttOXnyJLy9vbFmzRqMHz++wdvPzs7GX3/9hfnz5yMtLQ0CgQDKysoVYpB++fKl2rx+DQX9i3FB8/LysGHDBgQFBaH5hA34wNVAXYyFKGP534ad8X3n7N+/H2PGjMHp06crNXpZWVkYOnQoTp8+jdu3b1dr9Oo7y6vKcaW80StzvImLi2Mcb0Sd5aWnp8PKygrLly+HnJwchg8fjvj4eKxbt+67MHr5+fkIDQ2Fi4sLdHR0sGvXLvTr1w9v3rzB+fPnMXHiRMboAcBUW1NIi9dtViotLgZvW9Mqj8fHxyMsLKxRHvYNRV2iu9QWZ2dnXL58GRs2bMCECRMYr8eGQlFREcOGDcOLFy/g4+MDOTk5rFy5soIHqZOTE3r06MFkrM/Ly2vQfpRRtg8YHh6OK1euIC0tDRYWFhg7diwePXrUIOfg8/nYu3cvmjVrhufPn+POnTvY/usQSEs0zlj+FrAzvu+UsqXCPXv2ICoqqlK5Qm2yKtR3llfecWX9+vXMHl55yhxvTE1NERwcDElJSZFmednZ2Vi5ciU2btwIdXV1BAUFYfjw4f/aUmZ1iDKzq47GiNW5ZMkSbNy4EQsWLMCiRYtEbvdb8ebNG1hbW2PLli0YNmxYo5zjW2Z5KB+D9Pr16/j7778BAPb29ujVqxe6du2Kdu3aQUKickel+tKQcUEvXLiA2bNnQ0FBARs2bIClpSVz7IeKO1utyo/lmyBKHr2QkBBSV1enkJCQatuqb/SV8hFXDh48WKXA9u3bt9SsWTOaP38+CQSCGqOvEP2T/05WVpakpKTIz8+vVn1rLPLy8ujkyZPk7OxMioqK1K9fP9q1axd9/vy5Tu2F3HhH5kuiyGhBRAVhb/mX0YIIMl8SRSE33jXsBX0HNFZ0l/IIBAIKDAwkTU1NioqKarTzvHv3jjp27EjOzs6VRgTi8Xg0ZcoU0tDQIFdX1wrRZsLCwujDhw8N3q/65Ad8/Pgx2dnZkampKZ06darS7yvRjzOWWcP3nZGXl0eDBg2ifv36VRnOy9vbm0xNTWsMdVSf6CtfR1zJy8ursuzdu3dJV1eXtmzZwryvLvrK9evXydnZmVRUVKh9+/ZkaGhY47U0Ng1t7L7m4fsv5BVym5otjqTmiyMrRLVotjiSvEJu08P3XxrkfN8jjRXd5WsuX75Murq65O/v32iZ0QsKCmjChAlkbm5Oz549q7TMzp07SVtbm2JjY0WKNlNcXNwgfRMIBPT333+Tg4MDaWho0JIlS6o0tCkpKTRhwgTS0NCgoKAgkSLe/AhjmTV83xGfP38mKysr8vDwqHQAvn//niwtLWnw4MH05cuXKtupzyyvsLCQNmzYQOrq6jR58mQm9mRVnD17ljQ0NCgsLKzaWd7X8TOXLVtGXbp0oUGDBlV7LY1JYxu7ykjLKaQdl+LI59h90hi+hHyO3acdl/4bWasbgiNHjpC+vj4lJCQ06nlSUlLI2tqaBgwY0KBxSb8mODiY1NXV6cSJE5Ue//PPP0lDQ4MiIiKEPufz+fT8+fMqY5A21Kywqrigubm5tGzZMlJVVaXZs2czYcNqQ/mxPG7/rf/UWGYN33fCmzdvqFmzZrRgwYJKlxmio6NJW1ubAgICqv0VW9dZnkAgoOPHj5OxsTE5ODjQ06dPa6yzf/9+0tLSoqtXr1Y5y6ssfuaFCxdIW1ubVq9e3Wi/yKviWxi7qvhZdxoCAwPJ3Nyc0tLSGvU8xcXFNHPmTDI2Nqa7d+822nnu3r1LxsbG5OvrW+ms7ebNm6StrU27d++utp3GnBWWjwvaokULUlVVJVdXV3r79m2d2vuv83N+874z7ty5Qzo6OrR169YKx0TNqlCfWd61a9fIysqK2rdvT9HR0TWWFwgEtGrVKjIyMqIHDx5UOssr279TUVGhESNGUGxsbI1ZFRqL78nYfc4ppO0xcTTj2D3SGL6EZhy7R9tj/hu/khuS2bNnU9euXatdQm8oyrI8lAU8bgxqyvLw6tUratq0Kfn5+VW5f/Y1DT0rPH/+PLVq1YrMzMyoWbNmtd4H/JryY3ns/lv/qbHMGr5vTFRUFLNU+DWiZlWo6yxPVMeV8vB4PJo8eTK1a9eOzp49W2GWV7Z/p6qqSnPmzGGWtKrLqtAYfE/GjojoQeIXmniwdF+kWRX7IpNCbtODxC/fpH//Nnw+n9zd3cnR0ZFKSkoa/XyVZXloaGrK8vDx40fq2LEjjR8/vs7XXJdZYWWOK7XZB/yaH2Ess3KGb8j+/fsxf/58hIWFoVu3bkLHRJEq0FcxNv38/EQKN5aRkYEVK1YgJCQEM2fOhI+Pj0gxFfPz8zFq1Cjk5OSgY8eO2L9/PzZs2IARI0bg9OnTQvEzx44dy4QSe/LkCYYNG4a+ffti48aNNQbLriv1lR40FqVu4C9QyONXK2bncEo1T4vszb8/9+9GoLi4GI6OjjAwMMDu3bsbNBZjZXxLyUMZubm5cHFxAYfDwYkTJyAnJ1evc30dg/TGjRtMDNLWrVvj9evXuH//PpYuXYrJkydXGuawLC7o0aNHmbigVYU6/FHGMitg/wYQEVatWoVly5YhJiamgtETJatCXWJsVpYqaOHChSIZvbS0NPTp0wclJSVITU3FixcvcPXqVaSlpcHMzKzK+JmVZVVoSGorKm9sDh8+jF9++YV5/4/2qfoHBVCa0aGghI9Vkc9x6GY84uPjweFwmHiXAwYMwIEDBxqz+/8qkpKSCA0NxYMHD+Dn59fo56spy0NDUV2WB3l5eZw5cwZaWlro1asXPn36JFKbL1++RLt27aCgoIDNmzczn1cWg/T169do2rQp9u/fjzdv3oDP5yMwMBCenp5MZoryGecriwvar18/REVFQSD4R7NXn7H8vcHO+P5leDwefv31V8TGxgqF8wKEsyqcOnWq0l9ddZnlERFOnjyJ+fPno2XLlli7di0TAV0U3r17h/79+0NDQwOvXr3CggUL8P79exw4cAD9+/eHr69vBUF8+awKYWFhNQbLrg0NNbOLj4+HsbEx86u7LFpMUFBQg4iNH77PxIjdN1FQwq+2XGHCI6QeXQhl2zFQsnICAMhIiCFwgC7su7VFSUlJo4XA+h749OkTunfvjpkzZ2LKlCn/yjmvXLlSaZaHq1evYu7cuXj69CnExMRgYWGBTZs2oXPnzrU+R2FhIaZNm4arV69WyPJARPDz88ORI0dw9uxZmJpWH9lk/PjxUFRUxMaNGys9/vTpU/j4+OD69esoKCiAsrIy1q9fj3HjxlU7Kywfeq0s7FlxcTGOHz+OwMBAFBYWwtfXF+16D4bnwfs1juXKkJEQw/FJVmijr1zhmL+/P1atWiX0g1hcXByZmZm1Pk9t+HG/Td8h+fn5GDlyJAoKCnDp0iUmaSlQmonAyckJ2trauH37dqUBpstHX/nzzz9Fir5SVaogUbl37x7s7OwgISEBLS0tWFlZYdWqVRg/fjwePHhQaSixpKQkuLi4QENDA3fu3Kk2WLaoVGXstm3bVu8ZXWZmJsTFxfHp0yf0798fW7duhY+PT4VyPB6vVgZoa0wcCnk1Pyhyn/wNrrQC8p78zRi+Qh7/u/ilTKV+AHWKAiIqmpqaOHv2LKytraGlpdVo0V3KU5blwdXVFbGxsTh06BDExcXh4OCA7du3w8XFBcXFxbhy5UqdVymkpaWxe/du7N27Fz179sS2bdvg7OwM4J+8fvr6+rC2tsaZM2eq/T4nJCRgxIgRVR4vS7/Utm1brFu3DhwOhwmYXTYrLJsZAhCKNrN7927GsJY3hLGxsbh27RoCAwOx/OJHiBt1AFD9cjQJ+BWyOBTy+NgWE1dlrE5XV1ccOnSo2naByr9/tf1O/tNRln+F6jR6NUkV6uKxWRfHla8JDw8nWVlZkpGRIRMTEzIyMqKgoKBKo1WU8ffffzeYVKGuDiqGhoa0bt06at26NcnKytK4cePo48ePZGdnR/Ly8tSnTx/KyMigd+/eEQAhR4M5c+bQxIkThdpas2YNtW7dmiQlJamkpIQCAgKoadOmJC8vTxYWFkKOSfv27aPu3bvT55xCarY4kgCQan9vElfRIY6UHMl3GEhN5oUzzgAGM0OJIylD6oPmELjipO25kTlm/Os+of7Z2NgwLvE8Ho9mzpxJampqZGRkRL///nuFsosXL6Zu3bqRvLw89evXT+i+3bhxg7p27UpKSkrUpk0bunjxInPMxsaGFi5cSN26dSNpaWl6/fp13f+IteDfiO7yNeUlDyEhIaSkpFRlWT8/P3Jzc2Pefz1+bGxsaNGiRdS1a1eSk5MjBwcHSktLo1GjRpGcnBxJSkrSuHHjKjiflGn9lixZQi1atCAlJSWysbFhhPG9evUiLpdLUlJSJCcnRy9fvmTqPn78mHr37k0AqoyQRES0bt060tbWJh0dHQoODiYAzN/VxsaGdu7cyXiQ2tjYkKysLONB2rZDJxJTUCeOpAxJapmQltsaZowqdR9Jss27kVxLW+JIypDqgGlk4HOc5Nr0IzE5FRKTVyXFbq5ktjC8Um/Pr+/p1wCgLVu2kKmpKRkZGdHFixdJT0+P1qxZQ1paWuTu7k6FhYU0Y8YM0tHRIR0dHZoxYwYVFlbvWcoavn+BqjR6okgVauuxWZuIK9WxYMEC4nK5JCkpSV26dKGwsDDi8XhVlm8oqUJDeGMaGhqSpaUlffz4kZKSkkhDQ4Pat29P9+7do4KCAurVqxf5+/tXeHAlJydTmzZtKDg4WKittm3bUmJiIuP2feLECUpOTiY+n0/Hjh0jWVlZxqu1zPBtj4ljDJ+MSWcy8DlGelP2EldGkTRdljEPDjWHmSQmp0JN5p4hGZPOpNDBgTnWtBrDt337drKwsKD3799TRkYG9enTp0LZpk2b0suXLyk/P59sbGxo3rx5RESUlJREqqqq9L///Y/4fD6dP3+eVFVV6dOnT0xdAwMDevLkCZWUlDRYRBFR+Leiu3zNiRMnSFVVleTk5Gj06NEUGRlZQdQtiuEzMTGhuLg4yszMJAsLCzIzM6MLFy5QSUkJubi4kJ6eXqWShxMnThCHw2G0gGvXriUTExPmR3L5vz1RqUB/4sSJpKmpSZs2bSITExMaOHAg/fHHHxWCTkRFRZGmpiY9fvyYcnNzaeTIkRUMX/m2y8ZwmQdp58FjyWDaQWoy9wyp9BpHXDllajI7jDF84IqRxrBF1GTen2Qw6xTJmFmRfDs7MpgZSvrTDpGkjhlpDfiVdlyKq3DfRTF8ffv2pfT0dMrPz6eLFy+SmJgYzZ07lwoLCyk/P5+WLFlClpaWlJqaSp8+faKuXbvS4sWLq/17s84tjUxVefRqyqpAtcykUB/HlfK8fPkSBgYGCAgIQKtWrXD58mXExsZWm/8uKysLw4cPx6lTp3D79m1m2UVUGsNBZdq0adDS0oKenh6sra2ZnIHS0tIYOnQo7t+/z5RVV1eHsrIy9PT0ICcnBycnJ6G2pk+fDgMDA8jIlCbSdHZ2hq6uLrhcLlxdXWFmZoZbt4QTcL74mI0iXqljgKKVE7jS8hBX0oS0YRsUp75lyuU9joashTU4XDHItbRF3vPLIH6pM0tZ/coo2+fV19eHiooK5s+fX6HM2LFj0axZM8jIyMDFxQUPHjwAUOo8ZW9vD3t7e3C5XPTr1w+dOnVCZGQkU3fMmDFo2bIlxMXFGy24cmX069cPQUFBsLe3R2Ji4r92XmdnZ1y9ehVaWlq4ceMGJkyYAA0NDQwaNAipqakitzN27FiYmJhASUkJAwYMgImJCfr27QtxcXG4u7tDXV0dffv2RadOnXDlyhWm3osXL2BnZ4czZ85g1apVmDVrFgoKCnD9+nWh9vPy8rB8+XK0atUKSkpKePnyJWbMmIGYmBgYGRlh1qxZ0NHRQc+ePfH69WsApWNl7NixaNWqFeTk5ODv7y/StZTlK+w2chq4cqrgcMWgaDkM4JWgJD2JKSelaw7ZZl3B4XBBxfkoeHsHKn0mgispDTE5ZSh2HoLMp5fw4kNOpec5ceIElJWVmVevXr2Eji9YsACqqqrM94/L5WLZsmWQkpKCjIwMDh8+jKVLl0JTUxMaGhrw8/NDSEhI9RdXrVlkqRdVafQePXpEpqam5O3tXemUvDazvLpEXKmM69evU58+fYjD4ZCkpCRFRkaKVO/x48dkZmZGU6ZMqXF5oTyNqbMzNDQUmnW6ubkJBcDevXs39enTp8Iv9vz8fJo9ezZZWVkJtXX+/Hmh9g8cOEBt27YlJSUlUlRUJDExMZo+fTpt376dHBwcSFNTkyy8gshwfgQBIF2vXcwsTq5VH1Ls5kqG8yNIz3sfgcMlbc/A0mXPWaXLnhrDFpUen1y6JMW+2Ne3fMm17kviavrEkZIljpQcARzSHLHyn6XOFjbM+NYevYEADnGk5P55ScqQhHoTGrf/VoXvqigzvlevXjHvL168SLq6ukJlpKWl6cmTJ8z758+fk4SERLXPCHbG10hUlUevOqkC1XKWd/36dXTr1g1r1qzBnj17EB4eXitvTR6Ph5MnT8LS0hIDBgxATEwMzM3N8enTJwwYMKDG+rWVKnxv0oOvkZGRwZgxY3Dz5k18/vwZGRkZKC4uxq1bt7Bjxw4sXrwYTk5OGDNmDHOMy+VCQkIC0dHRuHfvHsTFxaGoqIjW5jXnH8t7chEgAT6FLsf7392RvGMCiFeM3MfRQuVKSkpARLCxscHu3btBRLC1tcXOnTsZ55MLFy5UWZaIsG/fPnTv3p1JdzVhwgTm2Nevr+t+q9fs2bPRtWtX5OXl/avnFQgECAwMhKamJqZMmYJWrVqBiLBu3ToMHTqUKXfjxo1q7/miRYvg6ekp9DcyMTFh3r979w4dO3aEs7MzFi1aBGdnZxARcnJyYGdnBykpKURGRuL8+fOQk5ODiYkJbt68KdI1hIeHQ15eHkSEMWPGYN68ecyxV69eAQBev34NIoK9vT2CgoKY4wEBAcxYuXz5MgQJd6ExeD4MfI6hie9xcKWEV5HK6xTFFDXAEZeAwYwjaOJ7vPQ18yR0J2yDonTdVg6+1nd+/V5XVxcJCQnM+8TEROjq6lbbJmv4GhiqQqNXXFyMqVOnYtmyZYiOjoa7u7tQvdro8t68eQNnZ2eMGDEC3t7euHPnTq28NbOzs7Fx40aYmppi9erVSElJAYfDwZAhQ/DgwQMoKSlVW7+4uBjTpk2Dn58foqOj4eHhUWXZ79HYERFKSkrw7NkzAMDOnTuxePFiuLu7w97eHmJiYjA0NISJiQnS0tJw+vRp3Lt3D5KSkmjXrh3ExcWxc+dOpKSkIDAwECUlJfDx8cGuXbswePBgaGlpwaatGcQ5VG0/cp9EQ6n7SOiO/Z15aQxdiIK3d8AvyAbxigEA//vf/1BUVCRU18XFBUFBQUhOTkZmZibWrl0r8vW7u7sjPDwc586dA5/PR2FhIWJiYpCUlFRz5X+RtWvXwsTEBCNGjGC0jI3JixcvsGHDBiQnJ8PX1xdbt27Fnj17ICkpCYFAgHbt2uHy5ctITExEVlYWAgIC6nU+IyMjXL16FUpKSjhy5AgiIiIQHR0NKSkp2NraQkxMDCNGjICXlxeMjIwwb948ofx4ZXz58gV+fn6Ii4uDQCBAWloa9u7dCysrKwClY2X//v149uwZ8vPzsWzZMqH67dq1Q1hYGPLz8xEXF4fg4GDmWE5ODiQlJCCjqAwI+Mi8ehSC4oIqr0lcXhXSRu3xJXoPBEX5IBKg5MsHCJKfwlxHoV73qypGjhyJlStX4vPnz0hLS8Py5csrPF+/hjV8DQiPx8OUKVMQGhqK69evM8ljk5KS0LNnTyQnJ+P27dtCmrbazPIyMjLg6+vL7Fe9ePECHh4eIruax8fHY+bMmTAyMsKNGzfQu3dvJCYmgsfjwcvLCydPnqw0skN5kpKSYGtri8TERNy5c6dSfd63NHZlv9jfvHmD//3vf9ixYwcePnyIP/74A3369EHz5s3x66+/4vr16/D19QUA+Pj44LfffkNYWBiUlJRw9OhRpKam4suXL9DV1UVAQAB27dqFpUuXYvHixZgzZw7c3NxgamqKx48fo3v37sz5CwoKkJKSgnVThoHHr1rKUJT8ArysT1Do6AAxeRXmJWtmCQkVXeQ9uwSJ//9brF+/Hjo6Onjx4gUePnyIoqIiTJw4Eb/88gvatGmD9u3bw97eHuLi4iIl7zUwMMCZM2ewevVqaGhowMDAAL/99puQWPl7gMvlIjg4GEVFRZg8eTLjnt9YKCgoIDY2FpaWlpCTk8OMGTPg6uoKKSkpODg4oGPHjnB1dUWbNm3QsWNHODg41PucZZKHxYsXQ1xcHJ6enlBTU8OmTZsgLS2Nrl27gsPhQE5OrsrINpKSkoiPj0ffvn2hqKiIVq1aQUpKCvv37wdQGvjAx8cHvXv3hqmpaYUfyb6+vpCUlISWlhY8PT3h5ubGHOvfvz/sB9ghfttEJG8bB464BMQUqv/uqjvMBAl4SNkzBe83jcDnPwJQkpsBpw76lZY/fvw45OXlhV6iCvsBYPHixejUqRPatGmD1q1bo0OHDli8eHG1dVgBewNRXqMXGhrKaPT+/vtvuLm5YcaMGZg7d66QkRI1K3pRURG2bt2KgIAAODk5wd/fH1paWiL37caNG9i4cSOio6Mxfvx42NjYYMGCBVBWVsbr16+xePFiTJ06tcZ2Ll68iFGjRmH69OmYN2+e0LX8G+HCiAhfvnzB+/fvkZSUVOHfspekpCT09fWhr68PAwODCv/q6ekxkWUaioSEBGzevBn79+9Hv3794Ovri+BXYrjwPLXGKBdVXC147+5igEISli9fDiLCqVOncPLkSTx58gQODg5wcXFBv379ICUlhaioKEyePFloyedHIScnB7169YK9vT2WL1/+r5+/pKQE8+fPxx9//IHQ0FB06NChUc5z7do1ODo6Ij8/H97e3li6dCmUlZWxa9cu+Pn51aj1qw0cDgevX7+uUThfxqSQO3UeyxwO0L+FVpU6vm8BK2BvANLS0uDo6AgzMzNm1kREWLt2LYKCgnDo0CEhr00i4egrhw8frnRZk0g44sqlS5dE3sPj8Xj4448/hOJnbt++HZs2bcLYsWPh6emJAwcOYOfOnUJ7kJVBRPjtt98QGBiIQ4cOMV6bDSkqr8molf0rJSVVwajZ2to2qlGrjtjYWAQGBuKvv/7C2LFjce/ePRgaGgIApHUzceV1Wh2jXYhjj984nNn3O1q1aoXp06dj9uzZmDZtGlJSUnD06FHMnz8fHh4e6NOnD548eYJBgwY19OV9FygoKCAyMhLdu3eHjo7OvxbdpQwJCQls2LABVlZW6N+/P9asWYPx48c3WPt8Ph8HDhzAkiVLYGtriy9fvuDOnTtMBJZJkyZBR0cHDg4O2LdvHwYOHNhg5xaVqbamdR7L0uJi8LYVzcD+W7Azvnry9u1bDBgwAMOHD8eqVavA4XCQlZUFT09PfPz4EaGhodDX/2eKL+osr3zElfXr14u8h5ednY3g4GAEBQXBwMAAM2fOxKBBg/Dw4UOMGTMGRkZG6NOnDwICAnDq1CmhZbrKyMrKwtixY5GcnIzQ0FCoqanVemZXH6PW2DO1usDj8XD69Gls3LgRKSkp8PHxwbhx4yrt2z/xDUVfRpSR4GKRvQUT3Dc+Ph4LFizA5cuXsWLFCnh6eqKoqAg2NjZ4/vw5sxRWVFQER0dHoZngj8SbN29gbW2NLVu2/CvRXSrj+fPnGD58OLp164YtW7aIFBS+Oi5cuIDZs2dDQUEBGzZsgKWlJQQCAVauXImdO3fi2LFjsLa2BlD6I2vIkCFYsWIFJkyYUK/z1nbGBzTMWP5eYA1fPbh79y4cHR2xePFieHt7AwAePXqE4cOHV8iq8PUsr6oYm2/evMH8+fMRGxuLVatWwc3NTaQ9vPj4eGaprXz8zOLiYqxYsQI7d+7E+vXr8f79e+zZsweRkZFCsQMroyyrgq2tLXr16oU//vijgrFTU1MTyahJSkpWasy+N6NWHdnZ2di7dy+CgoKgq6uLmTNnYsiQITXuqzVURPvY2FjMnj0bWVlZWL9+vVAwbABISUmpdjn0R+DevXvo378/Tp06hZ49e36TPjRElocnT55gzpw5iIuLw9q1azF06NAKe3iVZXl4/fo17Ozs4OHhAT8/v0bPaPE1P0p2BlbHV0cq0+iFhISQuro6hYSECJUVRZdX14grVeW/IyKhrOjv379n8uhVlijza4KDg0leXp46dOhAcnJy1K5dO3JzcyNfX18aPXo09e7dm8zMzEhGRoaUlJSoVatWZGdnRxMnTqRly5bR3r176fz58/T8+fNqQ5z9F4iPj6eZM2cyWatv3rxZ6zYevv9CXiGlOcyaV5HDzCvkNj18/6XadgQCAYWFhZGpqSnZ2dnR48ePKy2XnJxMmzdvJmtra1JRUSEPDw8KDw+vldbye+VbRXcpj0AgoMDAQNLU1KSoqCiR65WPuBIUFFQhfOHXvHv3jjp27EjOzs7M96gh8vrVh4Yay98S1vDVgX379pGWlhZdu3aNiIiKiorI29ubTE1N6eHDh0w5UWJsFhYW0oYNG0hdXZ2mTJlSIdxQZZSUlNCJEyfIysqKjI2NK8TPLCoqEsqKnpubS4MHD6a+fftSVlYW07e0tDR68OABRURE0Pbt22nu3LlkbW1NMjIyBIC4XC7JyMiQhYXFD2vUquPmzZvk4uJCqqqqNGvWLIqPj693m2k5hbTjUhz5HLtPGsOXkM+x+7TjUu2zVhcVFVFQUBBpaGjQhAkTqv0x8yMawSNHjpC+vr7QD71vweXLl0lXV5f8/f2rjU2bm5tLy5YtY36gfvnyReRzFBQU0IQJE8jc3JyJ35mTk0MDBgwge3t7ys3Nre9l1InyY3nc/lt1HsvfAtbw1QKBQEArV64kIyMjev78ORERvX//niwtLWnw4MFCg7mmWd7XEVfKBnR1ZGVlUWBgIBkaGlKPHj0qjZ959+5datWqFfXv358uXLhAhw8fJmNjY2rVqhW5u7tXmKm1aNGC2rVrR8bGxiQpKUkyMjLUtGlTOnfu3A9t1KqipKSETp48Sd26dSMjIyPatGlTo92Hhlhw+fLlC82ZM4dUVVXJ39+/xofgj2QEAwMDydzcnNLS0r5pP1JSUsja2poGDBhA6enpQsd4PB4FBweTrq4ujRgxgt6+fVvn8wQHB5O6ujqdOHGCiEoDbI8dO5Y6d+5Mqamp9bqGn43/jOH7nFNI22PiaMaxezR2/y2acewebY/5935dlJSUkJeXl9BSYWVZFUSZ5V27do2srKyoffv2FB0dXeO53717R76+vqSiokKurq50/vx5oZnaokWLyN3dnYyMjEhMTIwkJSVJSUmJmjVrRrKystS2bVvy9/dnZmr37t2jgwcPCoULmzlzJmlqajZIVoX/IllZWbRx40YyMjKibt26UWhoaLVBuetK+XGsMXxJg43jd+/e0YgRI0hXV5eCg4NF6vuPYARnz55NXbt2rXMw9oaifJaHu3fvElHpkmybNm2oe/fudVoer4y7d++SsbExE8xaIBDQkiVLyMTE5F/LolHGt34m14fv3rnl4ftMbI2Jw6VXnwEIB+6VFueCANg214C3jSnaGig3Sh++1ugpKChUKlWoyWOzJscVIkJGRgbjFHL58mVERETgzZs30NbWhpiYGD5+/FjBUYTL5SIiIgIGBgZYu3Yt2rdvj9evX8PR0RELFy7E1KlTq5QeDBkyBPv27asgVfhZqEx/V1l0jPryb43jmhxgquK/6hgjEAjg6emJrKwshIWFffOEvSdPnoSXlxf09PRQWFhYpeNKfcjIyICHhwdycnJw/PhxJkhEQ2v9quJ7eCbXl+/a8H0PHkTlNXp79uxBQUFBBakC1eCxmZGRgeXLl+PgwYNwc3ODra0tPn/+XKX3o6KiIrKzsyEQCNCjRw84OjrC1NS0gvdjeY/NDRs2wN3dHRwOB+fOnYOHhwc2b94McXHxKqUHWVlZGDNmDFJSUhAaGgoDA4MGvXffM1/r76ZNm8bo7xqaf3scExFOnz6NuXPnwsTEBOvXr0erVq1Erv9fM4LFxcVwdHSEgYEBdu/e/a97Opbx4cMH+Pn54dSpU5CQkIC9vT22bdtWb8lDZVQmeQgPD8f48eMbVev3PTyTG4LvNmTZP5qRf25w0rZxKIh/UKEsEVBQwseqyOcNlrU6JiYGOjo66N69O3r16oUDBw7gxYsX6NSpE/T09HDp0iXo6+sjNTUVw4cPx5IlS7B+/Xp0794d+/fvZ2I/mpmZQUNDA1u3bgWfz0dMTAz27NnDxH60tbXF/PnzcfjwYSxZsgTKyspo0qQJ9u7diy9fviAyMhJTpkxBv379YG5uzhi9e/fuoVOnTnj48CEePnwILpeL/v37Y9euXXB1dUWrVq3g5eVVZbiwx48fo3PnztDR0cHly5d/CqPH4/EQGhqK7t27Y8SIEejWrRvi4+Oxfv36ehu9/fv3o0ePHhU+r2wcV0Vl4/jw4cMiz9rK4HA4GDp0KJ4+fQp7e3v07t0bEydOxIcPH0Sqr6uri2nTpuHy5ct48uQJOnfujHXr1kFHRwejR49GREREhdih3xJJSUmEhobiwYMH8PPz+9fPXz5VkLKyMt68eYPXr18jNzcX3bt3R3x8fIOfk8vlYunSpQgODoaTkxMCAwPh4OCA8PBwTJgwQSjeZk0YGRnhr7/+qrFcfccyUPpcLa9r/lbUaPj8/f1rDPgp6o0TlYfvM7Eq8kWthJIAUFAiwKrIF3iUlFnvPrx69QqfPn3C9OnTMWvWLKxevRrW1tbo0aMHE02hVatW0NPTw5kzZ/D69Wv4+Phg69atuHv3Ll69eoU///wTcXFxsLW1RUZGBrKysvD48WNERUUxsR979eqFqKgo9O/fH48ePcKJEydw9epVDBs2rFJ9WHFxMZYsWQI7OzvMmTMHZ86cgZKSEiQlJfHhwwdMnjwZLVq0wMiRI6uMjXn48GH07t1b5KwK/3Wys7OxadMmmJmZYePGjZg5cybi4uIwY8aMWmsHjYyMICMjIxRX8Ndff620bG3HMS8zFQlrHJBfVMKMYzc3N5w/f75WfSxDUlIS06dPx6tXr6CiooJWrVph2bJlyMvLE7mN/4oRLIvucvToUWzfvv1fOSefz8fevXvRrFkzPH/+HHfu3MG6deugrKwMBQUFHD9+HO7u7rC0tMTZs2dr3b4oz1U7OzvExsbiyJEjcHV1RYsWLXD58mWsXr0ay5Yta7D4pt/imVxcXIxZs2ZBX18f8vLyMDIygo+PD3P86tWr6NatG5SUlKCqqoru3bvj9u3bAMDEKa2K73LGtzUmDoW82ofGAYBCHh/bYuJEKktESE9Px8OHDxEREYEdO3Zg0aJF6NOnDyNInzNnDnR1dbF8+XK0bt0aEhISKCkpwZMnT5CdnY3Dhw9j69atMDExgZSUFBYsWIAnT54gLi6OCTxtYGBQ4QF748YNuLi4oGPHjhATE8ODBw9w9OjRatfny8/ybty4ARkZGbi6ukJbWxszZ85EVlYWHj16hOvXr1caCLo2WRV+BBISEjBr1iwYGxvj5s2bOHbsGK5du4bhw4eLFMy5KsLDw5Gbm8u8tmzZUmm5f2sc14SysjLWrVuHu3fv4sWLF2jWrBn27t0LfjVBtCvjezeCmpqaOHv2LFasWIGwsLBGPdeFCxfQoUMH7N27F2FhYTh69CiMjY2FynA4HPj6+iI0NBTjx4/HsmXLGiUQePksD126dAGPx8P169cRHh6OSZMmNUhmi4YYy7XtR0BAAO7cuYNbt24hJycHMTExTJzU7OxsODg4YNq0acjIyEBycjL8/PxE/xFfnedLVFQUSUhIkLi4OMnJyVGbNm0qLfd14s8yMjIyaODAgaSurk7Kyso0cOBAev/+PXPcxsaGFi9eTN26dSN5eXnq168fvXiXRM3+XxSp5jCTxBQ1iCutQMo9PUhMUVM4AWLz7iTX0rY00aGGIelO2knKNqNJTFaJdPX06OTJk/TgwQMKDw8nDw8PUlNTI3FxcZKWliZNTU3Gpd/IyIikpKSoc+fOJCUlRRISEjR16lRSV1enTp060eDBg2nNmjVkYWFBW7dureCxuW/fPurYsSNpaWmRuro6HTx4kD5//kxaWlo0e/Zs8vT0JKJSz1ArKyuSkJAgDodDJiYmQlIHT09P8vLyor59+5K8vDz17NmT4uPjGV0eALK2tiY5OTnicDhkaGhIQUFBNGDAAGrRooVQAlUAtH37djI1NSUlJSUaPXo0WVlZ0aBBgygtLY1mzpxJampqZGRkRL///jsB+CZi2MagMfR3ZVQ11vft20fdu3dn3k+cMpXEFdSJIylDklompOW2RihZp6S2KXEkZYgrq0wKnQeT4fwIElPUIADEkZAmjoQ0GYzZQL9v38W0e+3aNVJTU6PExEQiInrw4AEpKysz0hpRuXnzJvXo0YNat25N586dq8fdKOV78w69e/cuqaur06VLlxq87cePH5OdnR2ZmprSqVOnSCAQiFSvOslDVdTluRocHEzi4uI0bNgwsrS0JDExMVJXVxf6Dhw8eJCaNGlCqqqqtHLlSqHz+Pn5kZOTE7m5uZG8vDy1atWKbt57TOq9PIkrq0RiCuqk6bqcGctq9jNKk9RKypC4khap9p/KHNMauZrEFNRI2XYMicmpkPOIkXTx4kXS09Nj+hIUFEQWFhZCdqGMgQMH0saNGyu9N7dv3yYlJaUq792+ffuqvbfVzvjs7OywcOFCuLq6Ijc3Fw8fPqyVxRYIBBg7diwSEhKQmJgIGRmZCstCR44cwb59+/Dp0ycUFxdj+sLS6OvFaYnIOLcN6g6zoP/rQfALssHPSROqmx93C3Ite8HA5xgkNZsi9fhSgAh6XruRKa0DFxcXuLu7Y+vWrfj06RPc3d2xc+dOrFy5EtnZ2Th37hwyMzOxb98+8Hg8SEtLQ1tbG7du3ULTpk2RkZGB4cOHo3379jh8+DCaNm2KLVu2COXLy8jIwJEjR/Dw4UPY2NjAxsYGHh4eOHHiBAYPHgwpKSmUlJQw+e/S0tKwb98+5ObmwsHBAZMmTRK6prK9vrS0NLRr145xrClbs3/y5AlWrlyJe/fuQUxMDEFBQVBTU4Ovr2+FWUxERARu376NHTt2ICQkBObm5vjjjz9w8uRJREVF4cGDB7h37x5Onz5dq7/r90hj7t/VhRIVYxhO3AIDn2OQa2GDz6fXMPn1Mv7aBYVOg9Bk5knoTd4NOfPSWIzao9YAAAx8j6PJrFDI6lvgdsIXps1u3brBy8sLnp6eKCgogLu7O1asWMGkvxIVS0tLXL58GcuWLcPUqVNhZ2eHJ0+e1Plav7eZYIcOHXDkyBE4OTnh8ePHDdLmhw8fMGnSJPTp0wcDBgzA06dPMWzYMJEdaXR0dBAdHQ0LCwt06tQJ9+7dq3Nfqnuujhs3Dm3btsWff/4JCwsLpKamQlxcHFZWVvj06ROePXuGKVOmICQkBCkpKUhPT6+QhzE8PBweHh748uUL2rdvj4H2A0BE0J96AErdRyD97FamLFdWGZpOfjDwPQG1gT74Er0HRR//Wang536BoCAHTafth/W4RULnWb58Ofbv38/4S3yNlZUVAgMDsW3bNjx+/Fho2bZZs2YQExODp6cnoqKi8OXLlwr1q6NRlzrV1NQwfPhwyMrKQkFBAYsWLcKlS5eEyowdOxbNmjWDjIwMXFxc8PLZYxTxBMh/cQ0ypp0h3aQVOOISULb2ADjC3ZU2aAmZph3B4YpB1rwHBPlZULRyAkdKFm7zfwMR4cqVK4iKisLZs2exadMmjBs3DrNmzUL//v2Zwcfn80FEyMrKwvXr13H27FmsXLkSKioqSE1NxdGjR/Hx40e0bt2ayZdXVFSEwMBANG/eHDweDx06dMD+/ftx5coVZGVl4eDBg+jXrx8uXLiA0NBQ3Lp1CydOnMDr16/h5uYGWVlZ+Pv74+HDh8jKymKuaeDAgejUqRPCwsJw7tw5PH78GNLS0vD39wdQ+kPBx8cHSkpKyM3NBZ/Px8GDByt14543bx527doFHx8fWFtbo3nz5uByuYwHqr6+PlRUVDB//vwG/sv/ezTk/p2oDBkyBMrKysxr9+7dFcootekNnqQ8OFwxKFoOA3glKEkvfcBwuOLgffkAfn4WuJIykNKr3HAV8gT4kFko9Jm/vz+ysrLQpUsX6OnpiZROqjLq6wBTFd+LEezXrx+CgoJgb2+PxMTEOrfztePKy5cvMX369BrzVlZGWZaHtWvXon///rVyQClPTc9VeXl5zJkzB58+fcLQoUMxbdo0yMnJoXv37ti5cyccHBzQs2dPSElJYcWKFRViAVtbW6N///4QFxeHs7Mzsr+kQ67LcHDExCFn0RP8rFQICnMBALKmnSGhogMOhwPpJq0hbdweRe+f/tMYhwtlazcUQwxvM0oAlG4xzZw5E+fPn8fFixehoaFR6XUuWLAA8+bNw+HDhxmnwgMHDgAAFBUVcfXqVXA4HEycOBEaGhoYNGgQUlNTRbqHjWr48vPz4eXlBUNDQygqKqJnz57IzMwU2lvQ1tZm/i8rK4uC/HwAAD83HeIK/9wQrqQ0xGSEH2RicsrM/zkSUuDKKILDLZ31lHBL13pzc0v/QFFRUbCysoKqqiqUlZURGRmJtLQ05Ofnw8/PDxISEoiIiIC3tzdOnz6NnTt3Ij8/H7///jvy8vIQERGBgIAASElJ4cSJE7CwsMDFixdx+fJljB49GhISEpCRkcHAgQPh7e2Np0+fwsvLC1wuF4MGDcLRo0fRsWNHzJ8/HyYmJlBUVGSC25b1Iz4+Hvfv34empiYmTZoEKSkpqKio4ODBg8zM0MDAAPfu3UOPHj0wbNgwyMjIVPmrc/ny5Th16hRu374NY2Nj5l6kpKQIeXH+Fz06G2v/ThROnz6NT58+4f79+wgPD4ecnBwiIyPx9u1bDB06FJ07d8b+tQuRvHsyEje6IHGjKwRF+eAXZAMA1OynoyQjGSm7p+DDfl/k/197Zx0XRff98c/usrBLLt0hoSAqBhYGqFgoj4UgomI/JqLYhR0YgI+tKFhg61fFQAUDxS4sRGkQCWmWvL8/+O3IytIp7vv12hfszJ07d2bP3DP3nnPPCX9a7rm4v6WBYTKZmDhxIkJDQ+Hi4lJr1/26cIApj8ZWgvb29liwYAEGDhyIlJSUah1bkeNKbRk9ejTu37+PHTt2YOrUqeByuZUfVIqq9Ku6urq4cuUKLC0tsW3bNoiLi2PRokU4fPgwmEwmVU5CQgLy8vJ89ZfO9clmsyEmyaH6VRqzpF8tzi9pc+7X50g45oIYjzGIdrdD7tfnKP5/OQcAhrg0aCIlLwkZ3BLFl5aWhoMHD2LZsmWQkZEp9zoZDAZmz56N4OBgpKWlYcWKFZg8eTI+fvwIADAyMoK3tzdiY2MRGhpKZUqpCpUqvto8WDt27MDnz5/x5MkTZGRk4P79+wBQoacRg15yPoakHAozk6jtxQVcFOVmVvnc0qxfP25eXh5GjRqFhQsXIjExEWlpabCyskJ2djb69esHcXFxyMjIoG/fvlBXV0dQUBDevXuHvLw82NraIi8vDwUFBXj06BHMzMywZcsWHD58GFeuXKEyHJD/z50XEhKCU6dOoWfPnoiMjES/fv0gISEBoGS0dvnyZdy+fRvp6en48OEDAGDu3LlQVVVFWFgYMjMzwWazsXfvXjx8+BDp6elQU1OjruXSpUsYNGgQdu/ejXbt2vHt48Gb3lFSUhK4VEFVVZVveiMmJqbK97WxefLkCezs7NCxY0fQaDS8fPkSfn5+dbroPD8/HxEREXjw4AFOnToFNzc3ODk5YcSIEUhISMDo0aMhKSkJc3NzLF26FJcvX0ZGRgZYLBYcHBwwdepU5IWHQHHYUmg6+0Fr/mnQxcSp+ply6lActhgaTicg3W0Uki5uLulIBDxrnz++w9evX3Hs2DF8+fIFsbGxWLt2LSZNmkSlraoL6soBpjwaSwnOnz8fQ4cOpRK8VoWqOK7UFiMjI6pfrO6Sh6r2q7wlD5MnT8anT5+QlZWFYcOG4ezZs7h27RqAEiVa2UtBeSqAFBYg6eJmSHcZAY25J6A1/zTYeqYg5RzM65NlZWVx9epVTJo0CcHBwVW6ZjabjdmzZ0NWVpbqN0tjaGhIvRBWhUoVn7KyMiIjIyv1RiooKACXy6U+hYWFVCfO4XCQmpqKtWvXVtogcSYDYiJ0iLfqgdzwZ+DGvAcpKkD6g5MAqZpHFEuEjlYqv0aH+fn5yMvLg6KiIkRERHD9+nXcvHkTPj4+6NOnD0xNTZGcnAxXV1esXr0aDg4O8PHxgby8PE6dOoVt27ahX79+GDFiBGbNmoXnz59T+fF4tsIXL17A09MT69evx82bN3Hy5MkyU22ZmZlgMpl48OABRo0aRY34evTogQsXLiA3NxdJSUk4dOgQ7OzssHr1anTr1o1Pca1btw4+Pj4wNTWFp6cn7Ozs+M7BW6oAAGvXrhXo5WRrawtPT0/ExcUhLS0NW7durdJ9bSzq0n5XkVLr3LkzVFRUyii1Hz9+QFdXFw4ODpCTk8O+ffuQm5uL6OhoBAcH4/Tp0xgzZgw1e3Hy5Enk5+WBwRIHiouQ9tAXxfm5VBuyQgNRlJMOGo0OOkuyZCONBrq4NECjozDtO4ASOe5ibAA2mw1/f3/069cPurq6kJGRga6uLsTExLBkyZK6ucn/j46ODnx9fXHhwgUcPXoUHTp0qPFyivJoaCW4detW6OnpYcyYMRV6FoaGhmLw4MGYNWsWXF1d8eDBg3qJ4sOjKkse6qJfbdu2LUxMTHDq1CmkpKSARqNhwoQJOHDgAFavXl1p385k0CEmUlZVkKICkKICMMRlADoDuV+fgxvxSmAdLBE6DFV/9YcWFhY4efIkRo4ciadPBc94eHh4ICgoCLm5uSgsLISPjw8yMzPRoUMHfPr0CTt27KBe4GNiYuDr64tu3bpVeC08Ko3vM3r0aJw4cQLy8vJo0aJFuUZZKysrvu8rVqyAs7Mzxo4dCwUFBaipqcHFxaVSRwp5SVGkARBV1IbcgJlIvrIdJJ8L6S7DwZCqWlZvAmBURw3wrB9SUlLYtWsXNXrjJV81NTVFeno6Ll26BAUFBTCZTJiYmGDSpEn4999/MXHiRMyfPx/Hjx+Hra0tbty4AWNjY9DpdL78dwYGBmjVqhUePnwosD28jvv27dv4+PEjJk+eDBkZGbi7u2POnDmIj4+Hvb092rRpg9atW2PPnj0YN24cOnbsiBMnToAQgs2bNwMAXFxcMHv2bCrqCi8TdGFhIb59+0YtVTAxMSn3/kybNg1hYWFo164dpKWl4eTkhKCgoHqfIqwu1c1/l5+fj7i4OL5IOL9Hx0lNTYWKigpfyDddXV2Ym5tTSXB54eEEsXDhQkyaNIkvEWjr1q0BlCw3OXDgABwcHKCoooZLh2eDxmRBqvMwPtnlRrzAz7uHQQryICKjBMVhi0H//ykkme62+H58EUhxETTs12NgV338/KAGPz8/eHp6Up3V8+fPAQCenp64evUq+vfvj+7du6N79+7Q19ev9RQozwHm0qVLmD17do0iwFQFnhLkZZY/f/483NzcMGHChDqLGEOn0+Hl5QVra2vMmDGjTHQXXsSVy5cvY8WKFZgxY0aNbHg1gbfkwdTUFGPGjMH06dOxatUqyu5WV/2qmJgYbt++jblz50JWVhaFhYWYNWsWLCwsKl1QLiEm+Fmgi4lDznI6ki5tBSkqgLh+F7ANBC/HIgBsOmrg3fNfs0v9+/fHkSNHYG1tjevXr1NLFXiIi4vDxcUF4eHhoNFoaNmyJc6fPw9dXV3ExcVR0ZfS0tLA4XAwdOhQbNu2rcJr4dEkQ5ZNP/4cAR8TK40OIAgaDRjYWhn7x5kK3M8L57Vx40Z4eXlBRUUFbm5uWLZsGRVj08TEBHv27MHmzZsxevRouLq6UvPejx8/hru7O+7cuYPJkydj7ty50NLSKnOe8mJjls5U/vLlSyor+oEDB7Bs2TJoaGhgw4YNVD1FRUWYM2cOQkJC8Pr1a4FZk2NjY2FrawtFRUX4+PhU2w5x/fp1zJgxA1FRUdU6rr4QFD+zQ4cONVJqpf9WptSqCu+3PXv2LG7cuIEuXbrA1ta2TBb6+pRjHvn5+Xj9+jUeP35MfbKzs9GtWzdKEXbp0gWSkpLVb0Spc+zfvx8bNmzAsGHDsG7dOqiqqta4vqpQH2HTMjMz0adPH1hZWWHdunXIzs7Gjh074OnpiSlTpmD58uV1YsOrKQkJCbCzs4OkpCROnDgBOTm5ejnPkSNHsGTJEmzatAkHDhxAhw4dsG/fvgrjnDaELDckTVLxvYlJw5hDIcgtqL59gc1k4PT0bminwSmzz8fHB0uWLMGKFSuwadMmODk5QUdHB/Pnz8ekSZOwevVqXLlyBUuXLoWxsTHc3NxgZGSEwsJCXLx4ETt37kRiYiKcnZ0xadKkMlOZVVF2QPkxNidOnMin+HJycjB27FhkZ2fj/PnzkJGRKaP4AgMDMXbsWDg5OWHJkiVVytaem5uLwMBADBgwgAq51q1bN3h4eFT7ftcFvJHarVu3cPToUbx79w6tWrWCoqIiUlNTG1SplUdVlV1p6kuOKyM+Pp5PEb558wb6+vqUIqzpqDAtLQ2bNm2Cl5cXnJycsHDhQsp+XZ/UpRL88eMHevTogW7duuHu3bvo3bs3Nm3aVOc2vJpSUFCApUuX4uLFizh37lyZUVBd8fLlS9jY2MDKygrh4eEQERHB6dOny/09G0uW64smqfiA0nHhqh7pgM2kY4WVUZmgqLypwoMHD2LUqFE4deoU/vvvP/j6+lKjvMLCQspZYPv27ejbty8yMjLg5eUFT09PaGhoYMGCBRg2bBhf51pVZcfj91Fe6Tfn0oqPFxxbX18fXl5eEBUVBY1GoxQfIQTbtm2rUVaFnJwcmJub49OnT5QnqqenJ6SlpatcR1UpPf0oKCh3dHQ0UlJSwGAwQKPRYGRkhF69ekFXV5dPuSkrKzf4VGxNlN3v1KUc15S6HhVGRkZi2bJluH//PtavXw9HR8cG+21qqwQDAgIwd+5cfPv2DevWrWuyS3nOnj2LWbNmYcuWLZQ5o67hZXnIyMiAuro6vn37hqtXr0JJSUlg+aYgy3VFk1V8QN1EAudNFQYHB0NNTQ0/f/6Eo6Mj1q1bh0mTJmH8+PFwdXXlSxUUHR1NTbUNHDgQ8+fP5wslVl1lB5Q/yhNEREQEBg0ahJEjR2LTpk1lyjWVrAqVKbWKRmry8vJ4+fIlzp8/Dw0NDbi4uFRov2so6kLZ/U5TjGhfF6PCmqZAqiuqowRDQ0OxaNEihIeHY+vWrdDW1sagQYNw/vx59O7du0HbXVU+fvyIUaNGwczMDLt37673LA/9+/dHcHAwrl+/XsacwqMpynJNaNKKDwDexqZhb1A4Aj8ngYaSRb08eLmf+rRSxCwL/TJDad5UYWJiIn78+EGtd/n8+TM8PT3h7++P48ePY8GCBXB2dsabN2/Ktd/VRNnxqGiUJ6hs6Tx6v/Pu3TuMGjUKlpaWcHd3r7cA07VRahWN1Boq/111qA9l9zu1keOGoKajQvJbCqRt27ahbdu2Dd7+8pRgmzZtsGnTJoGOKwEBAXBwcMCdO3capc1VITMzE1OmTMHXr19x/vx5yhO8rrlx4wYcHR3Ru3dvPHz4EP/73//QuXNngWWbuixXiQoDmjUhkjO5ZP+9cOLs94pM9n5KnP1ekf33ys/2m5SURLp160Z69OhB5OXlyezZs6nYmVu2bCEKCgpk5syZJDY2lpw5c4Z069aNtGjRgnh6epKMjAxCCCHZ2dnk7NmzfJnKDx48SJKSkqrUZl6MTUVFRXLs2LFK4/rduHGDKCoqkgsXLgjcf+LECSoWaG3Iy8sj3759I/fv3yenTp0iW7duJXPnziXDhw8npqamRFlZmTCZTKKpqUnMzMyIra0tcXFxIe7u7uTcuXMkJCSExMXFVStDeX3Gz6wJvN/W1taWSEtLE0tLy2r9tjWltBwrjlpVqRw3JnFxceTcuXPExcWFmJmZEQkJCWJiYkJmzJhBfHx8SFhYGCXTeXl5xNPTkygqKpKpU6eS+Pj4Rm33tm3biJaWFqHRaKR169bE19dXYOzQU6dOEQ0NDRIVFdUILa0axcXFZOfOnURJSYlcv3693s4TERFBOnXqRPWZV69erbB8dfvkpkTjpiuuBgQlOZ4ISMn/IOUOtSMiIjBw4EBISUkhNTUV7du3x507d+Dk5ITDhw/D2NgY/v7+ePjwIXr06AENDQ0sWrQIw4YNQ15ensCR3d69e6v19l96lPfmzZtKveB4jjcXL16kllvw4KXnuH79Ou7cuYN27dqVW09VR2qqqqqUU8jvLv11ZVMrLCzEpUuX4O7uTkVVOHz4cL2FEquM8kZ2e/bsqbORXWWUluOS7+XLcWOjpqaGUaNGYdSoUQD4R4X+/v5YtWpVmVHhy5cvsWvXLrRp06ZBHWB4FBUV4caNG3B3d0fv3r0xb948PHv2DHv37sWsWbPKTIfa29vj+/fvGDhwIB4+fFgmiklToLIlD3UFL8vD3LlzERsbi4kTJ1ZoY6xOn9zUaPJTndVNc//y5UtYWVmBxWJBUVER0dHRGDBgAMLCwlBQUICFCxfi+fPnfPa7Nm3a1Hga83eqY8sDfjneHDp0CP7+/lQkGB6llyocOnQI2dnZ1VZqlU0/1jXVXX9XnzTENGZVqK4c/yn8bit8/fo1DAwM0KZNG4SHhyMiIgKbNm3CxIkT6/33DwgIwMKFCyEtLY3t27eXmUKvyCa4cuVKBAcH4/bt2xAXFy/nDI1PQy55WLhwIZhMJmbNmoXVq1dT/VhzkOUmrfiqa0gdoVOMvQvGghACTU1NcLlcaGtr48uXL5g4cSI+fvyIu3fvYvLkyZg6dSrevXtXJ8qOR3VseQD/Gr1Lly6huLiYT6mFhITA398fCgoKKCgowM+fPxtdqVVEU7HfNRVlx6O5OARUhfz8fLx69QqPHz9GSEgI7t27h+TkZLDZbIwcORITJkyo9brC3/ndcWXEiBGVLtX4XQkOGTIEsbGxkJCQwKVLlypc09bYNOSShxEjRoDL5WLo0KE4cOAA/J7HNgtZblKKLzg4GBMnTkRCQgKmrtqJa4mSiDm7Cfk/vkHSZCAYbGkUpn2HvJWTwONJARfZD0+g8FMgDAwM8O3bNwwYMADfvn1DUlISZs2aBWVlZVy5cqXOlB1Q+SgvPz8f8fHxfCOziIgIXLp0CdnZ2WCxWEhLS+NTagkJCXj9+jXmz58PKyurRldqFcGLoHD79m1MmjQJc+fObfBUQE1N2fFoTi7gNSUuLg6enp5UFgsul4tWrVrVel1hXUVc4SnB06dP48mTJ9DR0cHOnTsxYMCAenMeqy4zZsyAuro6Vq1aRW0rveQhJiYG4eHhOHHiRJ2eNzU1Ffb29nj27Bn0Bjoi02AAuM1AlhtN8VlYWODNmzf4/v07JVz9+vXDP//8A4uRjhhzKAQJQSeQn/gNiiOWV/mhIAV5yLq8HoZK4oiOjoampiYVBPbWrVt1pux4PHnyBI6OjpCXl4eDgwOysrIqnH7U1NSEnJwc/P39oa2tjY0bN0JXV5dSak1lqUJlCLLfTZ48uUHtd42h7DZv3oz79+/j+vXr1DYDAwPo6+uX2TbVeSm8E9XrbNGvu7s7/vvvPyQnJ0NSUhJ2dnbYtm1bkx6dlIYXAWb9+vUwMzNDp06d8OHDh2qvK6zPiCthYWGwtLREXl4eUlJSQKfTISYmhjZt2mDXrl3o3Lkz8vPzsWzZMpw+fRppaWlQUFDA8OHDqQAQOjo6SExM5HtJnThxInbv3l0nbQwKCsK4ceMQGxtLLXlgsVho1aoVfH196+QcpSkuLsZc1+24mqtPZWcQRPJVdzCkFSDbezzf9rpawF56HXNtaZQnJjIyEg8ePICMjAz+97//YfTo0QBKpsqMjY2pNPdF6UlgKmhV602QxmBCrMM/oMXfQatWrfDs2TNISkpi9OjR2LdvX7U6REEjNd7f6OhofP78GdnZ2ZCXl4ecnBzu378PDQ2NCh1FeGv07O3ty6zRK71Uwc/Pr8m8bZamse13je2g0rt3b2zZsgVFRUVgMBhISEhAQUEBXr16xbctPDwcb4vUwC2smtIjxUVU6hcA4BYWYW9QOF+Yp3/++QeTJk2ighPb2Nhg165dWLBgQZ1fZ33AS4E0YcIEbNq0CZ6ennBycoKXlxfS09MpO+GqVasoW2HpUWGLFi1w7NgxrFq1Cr1798bz58/rPOJKy5YtERgYiJYtW2L06NHo3r07zpw5g7dv32LdunX4999/8eTJEzx//hxPnz6FqqoqoqKiqAwJPHgpgeobXpaHbt264ebNm4iMjKzzJQ90Oh0FLfuC/iERNRkl8WR595j2TeclrTFcSdeuXUvMzMzI/PnzyZAhQwghhOjq6hIajUZYLBahMVlE3Kg3AZ1BQBchNCaLKI3ZQGR62BMJYwuivfQqUZ/hRQAQ+SHzCUNakdDZ0oTTezzRXnqVaC28QCwGWZMRI0YQHR0dIicnR0aPHk1SUlKoNuTl5ZGIiIhKXfq1tLSImZkZsbOzIy4uLsTDw4O4ubkRPT090r9/fxITE1Pl637x4gVRU1Mju3fvLrOvrpYq1BeRkZFkwYIFRE5OjtjZ2ZGQkJAGO3djLT0QRF5eHmGz2eT58+eEEEJOnz5NJk6cSHr37s23TUdXlygPdSYi8hqEJsomIjLKRG7gbKK99CrRXnqVKNtvIgwpecKxmEjoEhwiYdzn17beEwidLU1EZJTIvsNHBbYjOTmZ9OvXj8ycObOhLr3OiYiIIPb29kRNTY14eXnxLY/Jy8sjISEhxN3dndjZ2RElJSXCYDCIrKws+ffff8mdO3dIZmZmvbTr2bNnREpKiqiqqpLz588TQkqWSOzatYv06tWLMJlMYmpqSq5cuSJwiYS2tjYJCAio9Dy5ubmExWJRcrxhwwbCYDBIeno6IYSQlStXknnz5hFCCHF0dCQrVqwgWVlZJX0kjUYkJCSIhIQEiYuLI6tXryYmJiaExWIRNptNWrduTZ49e1buuUNDQ4mlpSWRlZUlSkpKZOPGjYQQQrhcLpk3bx5RVVUlqqqqZN68eSQ2OZ20XOlPyadsn8mELi5DGBKyRN5qHtFeepXIDZrD11+z9ToT7aVXCUNaiXAsJhJRJR0iKipKCgoKyObNm4muri6RlJQkRkZGfMu3vnz5Qnr37k2kpaWJvLw8sbW1JYQQ0qtXLwKAiIuLEwkJCeLn5yfwug4ePEgMDQ2JpKRkhfe+URSfnp4e2bNnD3n+/DkREREh379/J4SUCIzTdh/ScqU/0V56lUi06UekzeyozkKQ4pM0GUA0Xc4T1Um7CBgiRG3qPtJyxTUyZPIC0rp1a/Lff/+RjRs3EmNjY6Kurl6pUqtonVp11+WVprw1enl5eWTOnDlET0+PvH79uvY3t45prPV3TUnZ/Y6FhQXZuXMnIYSQ2bNnEy8vL7J8+XK+bd0H2xA1uzVE7d9DRGvJFaI8djOhiYgRlYkelOIDjU6ku44iWgsvEk2X89Q2qc7DSraN30pEWWzy6dMn6twnT54kUlJSBABRUFBokjJTXUJCQkjPnj1J27Ztyc2bN/n2vXv3jgwaNIjo6+uTQ4cOkbNnz1LrCsXFxctdV1gb0tPTiZycHBkyZAiRlpYus55t0aJFRFZWlujp6RFpaWkybtw4PiVYVcVHSEmHfu7cOUIIIf379ye6urrE39+f2sfrL3iKjxBCAgMDibq6Ol89rq6uRExMjGzdupWoqqqSnj17kq5duwo8Z0ZGBlFRUSHbt28nubm5JCMjg3qRXbVqFenatStJTEwkP378IN27dyeDx8+mFB9odCJjNoZoLbpElEa7EpqIGNFw9hPYX/MUH1OpBdGd60N23QolhBBy5swZEhcXR4qKioifnx8RFxen1n2OGTOGbNiwgRQVFZHc3Fzy4MEDqt0AyJcvX8q9l2fOnCFqamrk6dOnlcpBvWZgF8TDhw8RFRUFW1tbdOrUCXp6ejh16hS1P+ZnDp97bGXI9BgLOlMMosq6EFVqgfwf35BXRHDzrA91vtTUVNja2uL79+/w8PDAy5cvkZubi6ioKAQHB8PPzw/bt2/HvHnzMGrUKHTt2hVqamp803cvX76Eqakp3rx5gzdv3mD8+PFVnoL18fGBo6MjLl68iBEjRlDbY2NjYWFhgejoaDx//rzCVEINSV3mv6sOOTk5OHfuHOzs7KCqqooDBw7A0tISX79+RUBAAKZNm9aojio8zM3NqamtBw8eoFevXujVqxffNkmdtmC2MAVTVhU0Gg0srbZgteiAvJj3vyqi0cHp5QCaCJNKSwQAnF7jS7apG0O7fU+cOXOG2jd27FhkZGQgLCwMM2bM4MuW/afCS4G0du1azJ49G4MGDcLdu3cxffp09OvXD4MHD8b79+8xdepU2NjYYPv27QgODsbPnz9x4MABtGrVCv7+/rC0tISioiKGDh2KjRs34u7du8jKyqp2e6SlpfHw4UMoKChAVFQUQ4cOhYWFBRITEwGU2HnXr18PZWVlcLlc/O9//4OLiwuVTzA3NxfDhw8Hh8OhPjzHnt8xNzfHvXv3UFhYiLdv38LJyQn37t0Dl8vFs2fPqhVOrWfPnli8eDFevHiBnJwcPHv2DKmpqWXKXb16FSoqKnBxcQGLxYKUlBTlfX3y5EmsXr0aSkpKUFRUhKurKx5ev0D1yTSGCGR62oPGEAFbrzNooiwUpsSWOQff/exkjSIJeXxLLcnAPnr0aKipqYFOp8POzg4GBgZUTj4mk4moqCjEx8eDxWKhZ8+eVb7+w4cPY/HixejcuXOlfXODKz4fHx8MGDCA6sDGjh0LHx8fan9OfvUcARiSstT/NBExFBdwAQAkLwsxMTG4ceMGDh8+jJ07d0JERAQ6OjpllFpF5OfnY9WqVRg0aBAWLVqEy5cvVzklCyEEmzZtwpo1axAYGMi3MD0wMBCdO3eGtbU1Ll682KjpUHhkZGTAw8MDBgYGcHd3x4IFCxAeHo558+bVm9PKn6LsSsML65SamoqkpCQYGBjAzMwMjx49QmpqKkJDQyGj2w65X58j4ZgLYjzGINrdDrlfn6M4N4OqhyEuDZoIvxcinSUJuuivmIxiHGXEx8eXaYOBgQGMjY0xa9as+rvQBoRGo2HEiBF4+vQp6HQ6LC0tqeUQTk5OAr01RUVF0bVrVzg7O8PPzw9RUVF4+/YtJk2ahJ8/f2LVqlVQVlZG+/btMXPmTCqLPamCP5+RkRG8vb2RlJSEbdu24dGjR5g+fToAgMFgYPbs2QgODqYyVoSHh+PixYvo3Lkz0tPTQaPR8M8//+DEiRNITEzEtGnTBJ7H3NwcQUFBePnyJdq2bYv+/fvj3r17CAkJgb6+frUW1PMSIauqqsLPzw/FxcXo1KlTmRyqMTEx0NPTE1hHfHw838uttrY2sn8mUd/pbCk+W3TpPrc8GNKKAIAMboniO3bsGNq3b0+9FISGhiI5ORkA4ObmBkIIunTpAmNjYxw5cqSql1/hdf1Ogyq+3NxcnDlzBvfu3YOKigpUVFTg7u5OjaIAQFy0bpwkpOVVcP36daSlpVEfLpcLdXX1KtdRm1FeUVERZs2ahbNnz+LRo0fUwnRCCNzc3GBvb4/jx49j2bJldR6BobpERUXBxcUFLVq0QEhICPz8/BAcHIxRo0bVi9PKn6jsStO9e3ekp6fj0KFD1MuMtLQ01NTUcOjQIaipqUFZRRVJFzdDussIaMw9Aa35p8HWM+V3DhAgS8XcLBTn/+pI8tJ+QE1NTWA7CgsL8fXr17q8tEajqKgIR44cQZs2bSAjI4NXr15h0KBB6NGjB9auXYvs7Owq1cOLNlOXo8KFCxdi6NChuHnzJlJSUvj2sdlszJ49G7KyskhOTsbcuXOhoqKCQ4cOVSmzvJmZGT5//oyLFy/C3NwcrVu3RnR0NPz9/WFubi6wPVXpg5hMJoCS0enAgQPh5eVF7dPU1MS3b9/KvX+l83JGR0dDQlax0vP9f8Mq3C7NKhnNTZs2Dbt370ZKSgrS0tLQpk0b6mWEd+/i4+Nx4MABzJo1C+Hh4VU6vaamZpWfhwbtcS9dugQGg4EPHz7g9evXeP36NT5+/IhevXrh2LFjAABNWXGBae6rA0uEjn4jHbBixQrqR0xKSsLly5erdHxtRnlAScc+atQohIeH4969e9Sx6enpGDlyJM6fP49nz541iNdXRTx58gR2dnbo2LEjaDQaXr58CT8/v3pZdP6nK7vSsNlsmJqaYufOnejVqxe1vWfPnti5cyd69+4NfXkWSFEBGOIyAJ2B3K/PwY14VaX60x+eBCkqQHH8B0S9fkB5PR8+fBg/fvwAAHz48AGbN29Gv3796v4CG5iAgAB07NgRR48exYULF+Dr6wsTExO4ubnhxYsX+Pz5M1q2bIkjR46gqKh6M0I1GRXeuHED27dvR2xsyRReTEwMEhMT0bJlS1hbW8PNzQ1BQUHIzc1FYWEhfHx8kJmZiQ4dOlDnVVBQwNy5c3H//n2EhoaWqwTFxcXRqVMn7Nmzh1J0ZmZm2L9/f7mKT1lZGSkpKUhPT6/0+m1sbHD//n3s2LEDU6dOpRajJyQkwMPDA3l5ecjMzMSTJ08AAPb29tiwYQOSkpKQnJyMdevWocegEVXqkxkSHBSmfRe4jyVCh6GqFLKzs0Gj0aCoWKJMjx49itDQUKrc2bNnqfsuKysLGo1GDQyUlZXLVdgAMHXqVGzfvh0vXryodFTfoIrPx8cHkyZNgpaWFjXiU1FRwZw5c3Dy5EkUFhaid8vad35FxcXYu2kl/vnnHwwYMABSUlLo1q0b9eNWRG1GeQCQnJyMfv36QUpKCteuXaNy3L179w6dO3eGqqoq7t+/32jr8xrSfteclN3vmJub48ePH3w2iF69elFZQMb1MoTSwH+RdGkrYjzGIPvDPbANulRQYwkMSVnQWZKI3e2IhEvb4LFrNwwNDQGUBHho27YtJCQkYGVlBSsrK2zatKnerrG+CQ0NxeDBgzFr1iysWbMG9+/fL/PSpaOjg1OnTuHChQs4evQoOnTogFu3btXqvJWNCqdMmYIVK1ZAX18foqKi6NChA1q1aoX79+9DT08PJ0+exIIFC6CiogIFBQXs2bMH58+fh66uLnUOa2trSEpKQlJSEi1btsTdu3fLVYLq6uooKCigUp+Zm5sjMzOzXPueoaEh7O3toaurCw6HI3AqvDS8JQ8ZGRno0aMHUlJSEBAQgCtXrkBFRQUGBgYIDAwEAKxcuRKmpqZo164d2rZti44dO+KQe9VkTLJdfxQkRyPa3Q4/zm/g20cA2HTUQOvWreHi4oLu3btDWVkZ79694zMBPXv2DF27doWkpCT++ecfeHp6Uvd1zZo1cHR0BIfD4bN78xg9ejRWrFiBsWPHVmqaaVKRW3jUJs09QFAU+RLGPx9hwYIF6N+/f5UUV3VjbAqivDx6J0+ehLOzM3bu3Inx48dXUkv90FDr75pqBJXGoLpyzI16i+SrO6Ax2wc0GjCwtTLfOr7mQk0jrpAGTIFUXgzSLl264PHjxzA0NMTp06drZaaoy8zyVYEQAg8PD2zZsgU+Pj4YNGhQlY+tTZ/cFGW5SSq+2qa5PzaxI0LvXYO7uzuKi4sxf/58ODg4lJvIsboxNsur4/c8eqWzKpw/f75RvDYbIn6mUNkJprpyXFrx1VW0i6ZEXUVc4UWA2bBhA/755x+sX7++Rs9sdc/Ji0H64MEDXL16FQwGA3379q1RFvvfaUgl+ODBg2pneahtn9zUZLlxvSrKwUSTgxVWhmAzq9e8krhwhuisq4RJkybhzZs38PDwoBI4rl27lrKRALW35fG4efMmBg0ahN27d1NKr7GXKtS3/a45T2PWFbWV46bUUdQGnuNKy5Yt8fHjRzx//hxubm419mTmRYAJCwuDnJwc2rRpUy0HmJqek2crPH/+PGJiYqCsrAw1NbVybYVhYWFV8iAFSqZfq2ITrAt69eqF58+f486dOxg6dKjAJQ+/09xkuUmO+HjUZVT7jx8/wsPDA2fOnMGoUaMwcOBArF+/vlajPOBXHr3z589Tc9WBgYEYO3YsnJycsGTJkgbz2qzv+JnCkV3N+JuyM/xOZamC6oLIyEgsX74c9+7dw/r16+Ho6NggIfS+fv2KXr16Yffu3Rg5cmSZzBTVjUEqiPocCdYky0NzkeUmrfiAuk9zHxcXBwcHBzx48ADGxsbYtm0bBgwYUG17HhGQR4+3VMHd3R0nTpxoMK/N+rTfCZVd3VDXctzUKZ0qyM3NDcOHD6/2M1Zdnjx5goULFyI9PR3bt2/HgAED6vV8QImJY+DAgTh//rxAZ5TybIU8RditWzcYGBhU6d7UlxIsneWhvKSzpWkWslxhXJcmRF2kuX/x4gVp27Ytsba2Jt++fSNHjhwhbdu2JcbGxuTw4cMkNze3SvUUFhaSGTNmkPbt21OhdtLS0sjw4cNJly5dSHR0dI2usbrUV/zMphwu7E+ntBwrjlpVIzluysTHx5Np06YRJSUl4unpSfLy8hr0/MXFxeTChQtEX1+fDBw4kLx9+7bez3nr1i2iqKhYpXP9HoNUS0uLyMvLkyFDhpANGzZUOQZp6dihsrKyZPz48eXGDq0KHz58IEZGRmTKlClV7gfrok9uLP4YxVcbKoqxWVxcTAICAsjgwYOJsrIyWbNmDUlMTCy3ruzsbDJs2DBiaWlJBZN9+/YtMTAwIDNnzqyx4FWH+oifKVR2Dc8f9N5ZKVlZWWTt2rVETk6OLFq0iPz8+bNR25OXl0c8PT2JoqIimTJlCvWCWl+cOnWKaGhokKioqGofGxcXR86dO1duDNLPnz9XGHuyrpRgRkYGGT16NOnYsSOJiIio9nX8SfwxT15SJpfsCwon8/xekkneT8k8v5dkX1DlbxelR3mVCf+HDx/I9OnTCYfDIVOmTCGhoaH8bUhKIt26dSPjxo2j3mQbKqtCQUEBOXv2LDEzMyM6OjrEw8ODZGRk1KpOobJreErLseKoVVWW46ZKYWEhOXLkCFFXVydjxowh3759a+wm8fHz50+yaNEiIicnR9asWUOysrLq7Vw7d+4khoaGJDk5uVb1cLlcalRoa2tLNDU1qzwqrK0SLC4uJjt37iRKSkrk+vXrFZataZ/cFGjyNr43MWnYExSOe2El8eLyBMwnW7RSxCxzfZhocqh9tVmXl5SUhP3792Pv3r0wMTHBggULoK+vj8GDB1Nr9AoKChpkqUJd2++ENrvGoaZy3JRpCMeVuqK0A8y6deswceLEenGAWbRoEYKDg3H79m2Ii4vXWb1xcXGUw0xVbYW1sQlWtOShOchyk1Z8NfUgqot1eQDA5XLh6+uLTZs2ITIyEra2tvDy8kJycjJsbW2hqKgIHx+fegkwXZfr74TKrnFpLp5wPBrDcaWuqG8HmOLiYjg6OiI9PR0XLlyot8SreXl5eP36NZ/jTE5OTrkepDVRggkJCbCzs4OkpCROnDgBOTm5ZiPLDab4dHR0cPjw4Sp7Opbc4I/ILah6iiIWk452heEIOry+SqO8wYMHY8yYMXB0dCy3zM2bNzF+/Hjk5+ejZcuWCA8PR0FBAZycnLB+/fo6X6rw5MkT7Ny5E7dv38akSZMwd+7cGoUSEyq7pkFN5Lhk7ZNRk+swahpxpalB6jkCTH5+PqytraGpqYlDhw412EtBVUeFCQkJOHjwINauXQsOhwNra+syStDY2Bh79uxBjx49qCUPU7f44HhoVhlZLkiJRdLlrShM+w5O7/GQNv2H2tdUZblGvbaOjg7YbDYkJSWhrKyMiRMn1ijvVXm8iUnDRv9P1eosAIBbUIxnRZrwu/WoSjE2r1+/XqHSK51Hj8PhoF27dqDT6ejduzf27t2L6dOn4/379+UeX1V+j5/ZvXt3REREVDt+pnBRef2ho6OD27dv820LCgoCnU6nYjJqaGjA1tYWz549A/BLjj+tt0L0jlGI3mGDGA97JPouR/bH+3x1fT+5FFFbhiI/8RtyC4qx0f8T3samYcSIEaDRaAgKCgJQEq+QRqPB09OT73hPT0/QaDSsWbOmzq89Ozsb69atQ5s2bcDhcPD58+dyUwX9CfBSIL1//x5WVlbo168fpk6dioSEhDqpX1RUFOfOncPr16/h6uoKHR0diIqKUql3eHTo0AE0Gg2RkZFVbndFmQrU1dX5YpCmpqZSMUivXbtGZaaYPn061V8/evRI4GL5ly9fwsLCAkwmEzt27MCc1dtw4GmSwD45/cl5sLTaQWvBWT6lB4BPlhsCb2/vKuXwq/Fw5cqVK8jKysLLly/x/PlzbNiwofKDqsieoHBwC6sfGgcAwGDiTGharc5Pfsuj16ZNG/z48QMPHz7Eq1evcO3aNYSFhUFbWxuWlpYYNGgQbt26VeUoDTwE5b/78uULnJ2dqeDWlSFUdo2LmpoasrKykJmZiZCQEBgaGqJXr164c+cOnxyrTv4PWi7noDZ9PyTaWiL11n6kPTzFV5eInDqyQu8CALiFRdh55TkeP35MRbLn0bJlSyqbCQ8fHx+0bNmyTq+tqKgIR48eRatWreok4kpToz4jwEhJScHf3x++vr7IzMxEixYt4OvrS+1/9+4dcnJyan2eihATE6OizZw+fRrR0dF48+YNJk2aRGV26NSpE7y8vGBsbAxXV1doa2tj69atZSLGfGJo8yVLLk1R+g8wFbXKbQe3sAh7gwQr7MLCwtpfaE2oiUeMtrY2CQgIoL4vXLiQDBkyhFy+fJm0bt2ayMjIEHNzc/Lhw4cyxyQkJBA2m83n+fTixQuioKBA8vPzya59BwlLozWR7jKC0MUkCENGmSiNXkOlslef7UPY+l0InSVJRDiqRG7QHGqfTA97It6qB5Fq04dISEqSNm3akM+fP5NNmzYRRUVFoqGhQW7evEmd19zcnBw6dIgQQkh4eDjp06cPkZOTIywWi8jKypKPHz9SSxWkpKTItWvXytyL3Nzcaq8HLL3+ztbWljx+/Lha91/ojdnw/C7zhBASGBhI1NXVy5SdPXs2MenQkbRc6U+0l14lAIjavwcpOdVeepUoDF9KwGASjXmniPbSq0RMsw2R6elAGFLyRGvxZaK99CpRHDiTTJwyjairq5PAwEBCCCGurq7EwcGBGBoaUl7HoaGhxMjIiDg4OBBXV9c6ud5bt26Rdu3akZ49e9bZ+tCmTkREBLG3tydqamrk8OHDpLCwsNZ1hoeHEwaDQezt7YmpqSm13cXFhWzYsIEAoJYOlO6PCCHk6NGjpEePHoQQQnr16kUAEHFxcSIhIUH8/Pz49vMAQL58+UIIIeTq1aukffv2REpKimhoaPDJRkREBAFAsrKyBHqQslgs0rVrV9K2bVvCkpAm4q16EAnjPoQmyiZMBS2i4uheIrda7QhodAIGk9CYLKI2/QDRdD5NJIz7EDpbmjCkFYlMr3HEYMVVkpzJJUePHiVmZmbE2dmZyMnJkRUrVhBHR0cyc+ZMMmjQICIhIUHMzMxIQkICmTdvHuFwOKRVq1bk5cuXVNs3b95MdHV1iaSkJDEyMiIXLlwghJR45YuJiRE6nU4kJCQq/F1qbaCKiYmBv78/pKSkYG9vDw8PDyQlJcHKygrW1tbIz8/nK6+iogILCwu+tBLHjx/HmDFjwGQy8TzyJ7jxnyEipw6Neacg03UUUq7vokZTyZfdwJBSgMacY1AcsQxp944hN/INVVdO+FPItO0Lt8vP0aFDBwwcOBDFxcWIi4vD6tWr8e+//5b3AoD58+fDzMwMXbp0gZGREZydndG3b1+sWrUKcnJyAqd2WCxWleKCAoLjZ54+fRrdunWr9D4LR3Z/DiNHjsTb16/4Esr+jrhBN6C4CPnxYdQ2hpQcmPJaVN6+zHd3oNSxv8Djx48fT436fHx86izrR1VSBTVXSqdA8vb2rpMUSHp6elBSUsK1a9eQmJiIjx8/oqioCH5+fhg3blyV67l/v2Rq/M2bN8jKyoKdnV2lx0hISODYsWNIS0vDtWvXsG/fPly6dImvTHmjQikpKWhqapaEO5TTRE74U0i07g1NZz+w9bsgNWA/AEBl7CaIabSG3IAZ0HI5B6acOlID9qM4LwfqMw5DZewWZIfeRcbrAJx7WZJn78mTJ9DV1UViYiJWrFgBADhz5gw2bNiA5ORkiImJoXv37ujYsSOSk5NhY2ODBQsW8N3TBw8eID09Ha6urhg3bhwSEhJgZGSE/fv3o3v37pWa3mqs+IYPHw4Oh4OePXtSmYOHDBmC/v37g8lkYuHChcjNzcWjR4/KHOvo6IgTJ04AKJlO8fX1pR7chPRciEgrQar9INDoDEi07YuirFQUZ6ehMCMJeXEfIWsxETQRUYgq60LSZACy/396CABYmsZgaHfAl6RcjB49GklJSVi6dCmYTCbGjBmDyMhIpKWllWkTh8PBpk2bwOFwcO3aNXA4HAQGBuL27dtV6lRoNBosLS3h7++PwMBAxMfHo1WrVpg8eTLc3d1rZL8TKrs/EzU1NRBCkJudUW4ZGkMEdHFpFHEz+bZLtOmLrNC7KEiJQWFuFvLlDQQeP27cOPj6+qKgoKDanaggEhISMH36dPTr1w+DBw/G+/fvKfvi30bXrl1x//59rF27FrNnz8agQYPw7t27GtcnKiqK5cuXIyUlBTt27EBAQACMjIygrq5eh60ui4WFBdq2bQs6nY527drB3t4e9+7dq/Q4dXV1iIuL499//y3JAdnZDCyN1mDrdS7pk9v0RcGPCIHHkuIiZH98AI6FI+hi4hDhKEO6ywikvb2DTwklss4LyC0iIgI2mw0AGDFiBDp16gQWi4URI0aAxWJhwoQJYDAYsLOzw6tXv5I4jx49GmpqaqDT6bCzs4OBgQGePn1arXtTY8V36dIlpKWlISoqCnv37kV8fDxfR06n06GpqYm4uLgyxw4bNgwfPnxAREQEAgICICMjQyVhzC0oBkNS9lc9zJJUQsUFuSjKSgWdJQm62K/1MSIySijKSqG+MyQ4AIAMbgHYbDYUFBSo9Tq8m/z720BERAS6du2K9PR0BAQEgMPh4ObNm1BQUKjR+jwjIyNs27YNLi4uuHjxIpYsWYLs7Gzs3bsX8+bNq9B+J1R2fz5xcXEAjQa6WPnBiElRIYpzMsBg8QcQF2/VHdyot8h8cRUSbfogg1sg8HgtLS3o6+tj+fLlMDAwqHFi4+bmuFJX1LUDTKdOnbB582Z4e3tj7969mDBhQh23uCxPnjxBnz59oKioCBkZGezfv7+Mg01VKCgi/H2yiBhIYT5IcVk/jOLcDKC4ECLSStQ2Xh/Nk2VBsqqsrEz9z2azy3wv3WcfO3YM7du3B4fDAYfDQWhoaLWvq8588dXU1BAVFUV9J4QgJiZG4FsNi8WCra0tTpw4gePHj/ONqCpKe8GQlEMxNwvFeb+MwoUZSWBIypcpK81iVqndUVFR6NmzJ5SVlaGiogJCCNavX48zZ87U6G03KioKLi4uaNGiBd69e4fr168jIyMD8+bNw5IlS9C2bVt4eXmBy/01DSZUds2LixcvQqmFIeiigvM/AkDOlxCAToeoGr9DCp3JAlu3EzJfXYekcd8K5XjChAnYsWNHjTrR5u64UlfUpQOMk5MTdHR0cO3aNZibm5fZLyEhwefw8v379wrrq6z82LFj8c8//yAmJgbp6emYMWNGtR3wAEBMpOpqgs6WBugiKMz4Zebh9dE8Wa7NLEJUVBSmTZuG3bt3IyUlBWlpaWjTpg11XVWtu84Un62tLa5du4Y7d+6goKAAO3bsgJiYGMzMzASWnzBhAry9vfG///2PT/GpyrBRXtNFpBUhpm6ItHs+IIX5yP8Rgaw3AZBo04evHEuEDkPVylPxpKamwsPDA//99x+ysrIQEhKCY8eOUR1KdajIfifIDqitrQ1bW1sMGzZMqOz+EAoKCsDlcqlPaY80Qgji4uKwdu1aHD58GHYzFwvsMIpyM5H1PhCpt/ZDpqsNGOyyo3+O+QQoj90MSQXVCuXYzs4Ot27dgq2tbbWuIyAgAB07dsSRI0dw/vx5+Pr6okWLFtWq42+Dw+HAzc0NL168wOfPn9GyZUt4eXmhqKh63uc3b97E2LFjMWbMmDJene3bt8eFCxeQk5OD8PBweHl58e1XVlbGt2/fqO8mJiZ4//49Xr9+DS6XW2YpS2ZmJuTk5MBisfD06VOcOsXvRVxVFCTFQK+iQqHRGZAw6om0e8dQnJeDwvQfyHh6CZx2favUJ1dGdnY2aDQa5el89OhRhIaGUvuVlZURGxtbxrfkd+pM8bVq1QonTpzA3LlzoaCggCtXruDKlSvlTpn06NEDdDodHTt25JsiNdWRFVieh8I/i1GY/gOxuycg6cJGcHqNBVunPV8ZAsCmo0aF9fj4+ODTp0+YMmUKjh8/DkII9PT0MGrUKAwZMgQjR46s9Jqru/4uNzcXaWlpkJKSQk5ODh49eoSAgABYW1vDw8NDqOyaOFZWVmCz2dRnzZo1iI+Pp9bxde7cGe/evUNQUBBWz7DnOzbhyFxE77BB/IFpyHpzC3L9poLTW7BdTkRKHixN40rlmM1mw9LSkprCr4y/2XGlrqitA4yenh58fHygq6uLsWPH8u2bP38+REVFoaysDEdHRzg4OPDtX7NmDRwdHcHhcHDmzBm0bNkSq1evhqWlJQwMDMqsX9u7dy9Wr14NKSkprFu3rtovSDxaq1VtaRUP2f4zQBdlIW7/VHw/sRgSrc0h3X5ApX1yldrSujVcXFzQvXt3KCsr4927d1QeVADo27cvjI2NoaKiUmE9jRqyrG/fvhg7diymTp3Kt3368ecI+JhYYUic8qDRgIGtlbF/nKnA/aRUHj0PDw8sWrQIlpaWcHd3r3JOK0HxM4cNGyYwPFFlEVQExQXt37//X+lU0NyoTzmuDt+/f8fq1av/+IgrTQ1SiwgwjRXdpaY0FVmuKxomNbgAnj17hpcvXwp0y51toQ+WSM0CyLJEGJhloS9wX1FREWbNmoWzZ89i4cKFmDp1KlatWoW9e/dWSemVtt89fvwYvr6+CA4OxqhRo/iUXnVsdoqKili1ahUiIiJgZ2eHhQsXCrQDCvnzqC85ripCx5X6pTYOML9Hd2nqNLYs1zWNovgcHR1haWkJDw+PknUiv2GiycEKK8MKHV0EURIXzlBg1t+cnByMGjUKYWFh6NKlC9zd3au8VKEq6+9q66BSnfWAQv4M6kOOq8LvjivPnj0TOq7UIzV1gCkd3WXfvn0N1Nqa0ViyXF80y+wMv5OcnAxra2uoqqoiISEBSkpKlWZVKCwsxKVLl+Du7o74+HjMmzcPkydP5luKUN+BoD9+/AgPDw+cOXMGNjY2cHZ2hrGxca3rFdKwNGRE+z8pVVBzpbopkL5+/YpevXph9+7dVfItaEyE2RkaiLexadgbFI7Az0mgAeAKyP3Up5UiZlnoC3yriIiIwKBBg9CpUycEBgbCyckJS5YsKTerQmX2u8bIeiC0A/751FaOK+NPThXUXHn69ClcXFyqlALp5cuXGDhwIM6fP4/evXs3YCurT33LcoNQabC5JkJyJpfsvxdOnP1ekcneT4mz3yuy/17F2X5fvHhBVFVVybBhw4iysnKZWIulqSh+ZlOJjfl7XFAvL69K44IKaVqUlmPFUauqJMcVkZCQQKZNm0aUlJSIp6cnycvLq+MWC6kNxcXF5MKFC0RfX58MHDiQvH37ttyyt27dIoqKihWWaUrUpE9uKvwxiq+63Lhxg8jLy5MuXbqQLl26kOjoaIHlQkJCiK2tLZGTkyMuLi4kMjKSENJ0lJ0giouLSUBAABk8eDBRVlYma9asIYmJiY3dLCHVpDbvnVlZWWTt2rVEXl6eLFq0iPz8+bPuGiakzsnLyyOenp5EUVGRTJkyhcTHxwssd+rUKaKhoUGioqIauIV/F3+M4kvK5JJ9QeFknt9LMsn7KZnn95LsCxL8duHt7U3k5OSIhoYGmTlzJuFy+csUFBSQs2fPEjMzM6Kjo0Pc3d1Jenp6k1Z25fHhwwcyffp0wuFwyNSpU6mI/UKaJqXlWHHUqgrlWBCFhYXkyJEjRF1dnYwZM4aK7C/kz+Dnz59k0aJFRE5OjqxZs4ZkZWWVKbNz505iaGjIl8GmKVKdPrmp0eRtfG9i0rAnKBz3wpIAAHkC5pMtWililrk+2mnIYPPmzXB3d0dRURE8PT35vDYF2e/69++PW7du/fGZyoV2wKZNdeTYRJMjsA6h40rzoTIHmEWLFiE4OBi3b9+GuLh4BTU1PHUhy41Nk1Z81fEgEhOhQ+fnK7zwc4ekpCQuXbpEBZiOiorCrl274O3tDUtLS8ycORPJycl/vLITBJfLha+vL9zd3VFcXIwFCxZg7NixYLHKjxsppH6prSec0HGl+VKeA0xxcTEmTJiAjIwMXLhwQWBwjMaguXh1NtoC9sooucEfkVtQcoO/n1yKzDc3AQBZ7wOR6LeKKksIwC0oxkcxQ+gPmohXr17BxMSEb/1dYWEhlSV+2LBhzTY25u/rAc+dO/dHrAek0WgIDxecpRkAjI2NERQUVC/njoyMBI1Gq5ds0L/LcUUQAsRe8cT8patwIiQS379/R8+ePdGuXTvcvXsX9+/frzBVkIWFBQ4fPixwX31eo5Ca06VLF4EpkOh0Oo4cOYK8vLwaB5euLt7e3mXCnpWmIllOe3ASyVe2U98JAXILirDR/yNOhETWU4trToMrvocPH8LMzAwyMjKQk5NDjx498OzZM74yb2LSsNH/E3ILigXWIWncB8pj1pfZTmOK4WeLvjh6+Q569OgBOzs7iIuLw9zcHN7e3rhw4UKzVHaCKC8/4LRp0/D+/fs6O4+Ojg5ERUXLpAXp0KEDaDQaIiMjq13nxIkTsXLlSr5t79+/h4WFRS1aWvf4+flBR0enTKdUWFgIJSUl/HfUr0I5FoT8oDmQ6D4Grpffoq35EDx58gT37t1DXl4eVFVV6/oSKHR0dHD79u0y24OCgkCn06l4pBoaGrC1tS3zzNJoNEhISEBSUhLy8vLo168fTp8+zVfGwsICNBoNb9684dvOU+a8F5s1a9aARqPB09OTr5ynpydoNFqZYMx/CuU9Kx07dsTIkSNx7do1vggwKSkpTSa6S2V9cnnkFhRjo/8nvI1Nq5+G1ZAGVXwZGRkYOnQo5s6di9TUVMTFxcHV1bVMuLA9QeHgFlYv6jkPbl4h/rtTktU6NTUVsbGxGDx48F+h7MrDyMgIBw4cQFhYGLS0tGBpaYlBgwbh1q1bdfIm2aJFC/j6+lLf3717VybyfHNk+PDhSEtLK5Pc88aNGyUdPE2nWnJcOr9ZEaGh16RlKCwsRPfu3euszTVBTU0NWVlZyMzMREhICAwNDdGrVy/cuXOHrxwvO/jnz58xceJEzJkzB2vXruUr07JlSypzPACkpKTg8ePHVLT98soBJYHlW7bkT+P0p1HRsyIoAszOnTtx9uzZRo/uUqs+ubAIe4PKn81pDBpU8YWFlSgke3t7MBgMsNlsDBgwAO3atYO3tzd69OiBKf/OhNc0c8QemIHcyNcC68l6exvfTyymvkdtGYrMV/6IOzAN0Z72SA59AJtxk/Dt2zcEBASAwWCgV69ekJWVxcCBA/nyBv5NlBcX9MiRI7WKCzp+/Hi+TsrHx6dMjrjfp+HKm1Y5ePAgTp48CTc3N0hKSsLa2hoA/4jk6dOnMDU1hbS0NJSVlbFgwQLqeN6MAofDgaamJry9vQEA165dQ4cOHSAtLQ1NTc0KRw3p6emYMmUKVFVVoa6ujpUrVwpMP8PLK/l7B33s2DGMGG2HB19/4seFzYj5bxyi3W3x/cQS5Cf9kr3kq+5IubkHiWdcEb1jFLjR75B81R0/7x9Hwc8EXFpdkr2Bw+Ggb9++AIBHjx6hc+fOkJGRQefOnfHo0SOB11BUVISFCxdCQUEBurq6uHbtWrnXW1VoNBo0NDSwbt06TJ06FUuWLBFYTkFBAePHj8e+ffuwefNmpKT8ShTt4OCA06dPU/fT19cXI0aMKBM/tHPnzsjJyaFmJ96/fw8ul4vOnTvX+joak6o8K8HBwQgICEB+fj7c3NzQrl07TJ48GevXr8f+/ftBo9Hg4+MDLS0tKCgoYOPGjdSxv8+WBAUFQUPjV1aELVu2QE9PD1JSUmjdujUuXrxYaZuTs/Jw+2koIjcPRebrG4jdPQGx/41H+pML5R6TdPGX3CccX4IbD58jJSsPQEmWGhcXF2hra0NGRgY9e/ZEbm4uACAkJIR6fk1MTPjMGxYWFli5ciXMzMyoviElJQUODg6QlpZG586dqzzD1KCKr2XLlmAwGHB0dMT169fx8+dPvv1PnjxBBlMOegv8wOk1FkkXN6EoN7NKdeeGP4OqozvUJv+HnM/BiMiiQ0FBAZcvX8amTZtw4cIFJCUloVevXrC3t6+8wmZMXdsBu3XrhoyMDHz8+BFFRUXw8/PDuHGCU+5UxvTp0+Hg4IDFixcjKysLV65cKVNm3rx5mDdvHjIyMvD161cq3UpUVBQGDx6MuXPnIikpCa9fv0b79u0BlCTtPHbsGNLS0nDt2jXs27cPly5dEtiGiRMnQkREBOHh4Xj16hVu3bpVru3M0dER586dox7c9PR0XLlyBfLt+wMA2LqdoD79IDTnnoSoih6fHQQAsj/cg4yZHTQXnAVLozW1nSmnjhb/7gcApKWl4e7du0hNTcWQIUPg5OSElJQULFiwAEOGDOFTLDwOHTqEq1ev4tWrV3j+/DnOnTtXwV2vPiNHjsTLly8rjEc5bNgwFBYW4unTp9Q2NTU1tG7dmkrlw8t/KYjSSsLHx6dKcXWbOlV5Vniymp6ejsePH4PJZOL48eOQkJDA4sUlL/wPHz7E58+fcefOHaxbtw4fP36s0vn19PTw4MEDpKenw9XVFePGjas0qPa5F7HU/9yot1CbfhBKduuREXKu3MHJ73L//dI2nHtZUs/ChQvx4sULPHr0CKmpqXBzcwOdTkdcXByGDBmClStXIjU1Fdu3b8eoUaOQlJRE1evn54fjx48jLi4OX79+Rffu3TFp0iSkpqbCyMiImmGoLE5qgyo+aWlpPHz4EDQaDdOmTYOioiL++ecfJCYmAgCUlJSg1nMU8gkdEka9wZRTR+7XZ5XU+v91d7MBnSUJERkliGm1w8tXrwEA+/fvx7Jly2BkZAQREREsX74cr1+//mtHfaWpSzsgr5MKCAiAkZER1NXV66nVAJPJRHh4OJKTkyEpKUkFCz916hQsLS1hb28PJpMJeXl5SvFZWFigbdu2oNPpaNeuHezt7ctMUQJAYmIi/P394eHhAQkJCSgpKWH+/Pnw8/MT2JYePXpAWVmZenPm5UnLltJAXmExJE0GgC4mDpoIE5yeY1HwIwLF3F8Ppbh+V7A0WoNGo4Mmwj/qKe0mDpSMWg0MDDB+/HiIiIjA3t4ehoaGAl8Ozpw5A2dnZ2hqakJOTg7Lli2r+g2uAmpqaiCEIC0trdwyTCYTCgoKSE1N5ds+YcIEHDt2DJ8+fUJaWlq5U7njxo2Dr68vCgoKavUy1dSo7Fn5XVYnTJiAAQMGwM3Njcq92LlzZ7DZbJiYmMDExKSM3bQ8Ro8eDTU1NdDpdNjZ2cHAwIDvxUQQn75nIP//ZZHT0x50URZElXQg2c4S2R/KPkMAysh9XuI3vPkaj+LiYmpJmbq6OhgMBszMzCAmJoYTJ07AysoKVlZWoNPp6N+/P0xNTeHv70/VO2nSJOjp6UFGRgaDBw+Gnp4eLC0tISIigtGjR+PVq1cAgKtXr1Z4TQ3u3GJkZARvb2/ExsYiNDQU8fHxcHZ2BgCoq6sjM+/XlJKItBKKslLLqYkfhuSvBLY0ETFkZWUBKBkFzJs3DxwOBxwOB3JyclS2bCG/qK0dcPz48Th16hS8vb3LfYOvK7y8vBAWFgZDQ0N07tyZEvKYmBjo6ekJPObJkyfo06cPFBUVISMjg/3795dxMgBK5KWgoACqqqqUzPz7778VjoR5HTkAHD9+vMQNnVsIUlyEn0HeiNs/FdE7RyN23xQAQFFuBnUsQ1pRYJ2CiI+PL5PgWFtbW6Asx8fHQ1NTk69cXRIXFwcajVZhoPeCggIkJSVBTk6Ob/vIkSNx9+5d7N69u8JRnJaWFvT19bF8+XIYGBjwXc+fTGXPiiBZTUlJwYgRI/DgwQMAwIwZMzBmzBgkJCRAXFyc6u8q49ixY2jfvj0l26GhoQKfg9JkcH95AjOkfslref1zeXKflJyM5ORkcLlcgc9pVFQUzp49S7WNw+Hg4cOHfCNSZWVl6n82m13me+l+vyIadTmDoaEhJk6cSKWOj4uLg5TYr0WchRlJYEjKlXd4hYj9f+4oTU1NHDhwAGlpadQnNzcXZmZmtb+AZkhN7YDa2tpo0aIF/P39BUaYl5CQ4HN4+f79e7l1VbZGzcDAAL6+vvjx4weWLFkCGxsbZGdnQ1NTE1+/fhV4zNixY/HPP/8gJiYG6enp5bqIa2pqQkxMDMnJyZS8ZGRkVDgCHj9+PO7cuYPHjx8jJCSkxObAEkH2h3vI+RICpTEboDn/DDRmev3/EaXOW431eGpqamUe6OjoaIGja1VVVcTExPCVq0suXryIjh07QkJCotwyly9fhoiICLp06cK3XVxcHIMHD8a+ffsqnb6cMGECduzYUe8vUw1JZc9KRbLKs4WuXbsWAQEBaN26NSIjI5GXV2I/q+g5i4qKwrRp07B7926kpKQgLS0Nbdq0KffFNi4uDufOncOX92+pbUWZv6Ydy+ufy5N7SVEGFBQUwGKxBD6nmpqaGD9+PF9fnZ2djaVLl5Z/M8uhspekBlV8nz59wo4dOxAbWzLXGxMTA19fX2qq6sePH0gIvghRWjGyPz1EQUoM2HrVz9rLoNMgL1kiIDNmzMDmzZupjis9PR1nz56toytqvtTEDujl5YW7d+8K7Azbt2+PCxcuICcnB+Hh4fDy8hJQQwnKysr49u1buftPnDiBpKQk0Ol0asRBp9Ph4OCA27dv48yZMygsLERKSgpev34NAMjMzIScnBxYLBaePn2KU6dOCaxbVVUVAwYMgIuLCzIyMlBcXIyvX78KnBbloaOjg549e8Le3h79+/eHiooKDFWkwSjkgsZggsGWBinIw897x8qtQxBiIvyPp5WVFcLCwnDq1CkUFhbi9OnT+PDhA4YOHVrmWFtbW+zatQuxsbH4+fMntmzZUun5CgoKwOVyqc/va/54MyVr167F4cOHsWnTJoH1pKam4uTJk5g9ezaWLFkCeXn5MmU2bdqEe/fuQUdHp8I22dnZ4datW5Qdt7lQ0bNSFVldtmwZJk+eDF1dXeTk5GDFihXw8vJCu3bt4O/vj9TUVHz//h0eHh7UMdnZ2aDRaJQH7dGjR6lBR15eHr5+/Yr4+HjY2dlBS0sL7du3x7Fjx6AmXgyeKKYF+6G4gIv8pChkvbsNCaNeZdpG8nMFyr2uogTodDomT56MBQsWID4+HkVFRXj8+DHy8vIwbtw4XLlyBTdv3kRRURG4XC6CgoIofVEdBD0TpWlQxSclJYUnT56ga9eukJCQQLdu3dCmTRvs2LEDANC1a1dI5Sfj684xSLt3DIojloHBlq6kVsEYqZQkuB0xYgSWLFmCMWPGQFpaGm3atMH169fr7JqaO9WxA+rp6cHUVPCLyvz58yEqKgplZWU4OjrCwcGh3HNOmTIFHz58AIfDwfDhw8vsv3HjBoyNjSEpKYl58+bBz88PbDYbWlpa8Pf3x44dOyAnJ4f27dtTto+9e/di9erVkJKSwrp16yrsSI8dO4b8/Hy0bt0asrKysLGxqdQBwNHREVFRUdTIxKaTBqTb9YOItBJi9zgi/vBMiKm1qrCO3/n9PVxeXh5Xr17Fjh07IC8vDzc3N1y9elXg8pxp06Zh4MCBMDExodaJVYaVlRXYbDb14Xm+xsfHU+v4OnfujHfv3iEoKKhMmh0TExNISkpCX18fhw8fhru7O9atWyfwXGpqahUulubBZrNhaWlJ2baaCxU9K1WV1a1bt8LIyAjFxcWYMWMGvL298d9//0FZWRk6OjoYMGAA7OzsqPKtW7eGi4sLunfvDkVFRZw/fx4qKirYvHkz5OTk4OPjg9zcXAwdOhR3797Fjx8/8L///Q97Fk6g0rixtNoi/sB0JPqtgHSXEWC36FimXRJt+gqU+0HGJetQt2/fjrZt26Jz586Qk5PDkiVLUFxcDE1NTcoZUVFREZqamti2bRuKi6u3dhCAwATnpWkyIcu8vb1x+PBhPHz4ENOPP0fAx8RKI10IgkYDBrZWxv5x1R8pCqkawrigVUMox0Lqm/z8fFhbW0NTUxMHDx7E5cuXsXjxYujp6WHbtm1o27Yt8vLy8OrVK4SEhODx48d4/PgxcnNz0b17d+pjamoKSUnJcs9jv/N/8HMZBq3Fl0Gjl59UVxBNUZabZMiy2Rb6YIlU7+byYIkwMMtCv45bJKQ09bUesLkhlGMh9Y2oqCgV3WXNmjUYMWIEbt26BTU1NXTt2hXKysqQlZXFzJkzERYWVmY0t2zZMlhYWFSo9ABgfC3ibTZFWW6Sis9Ek4MVVoZgM6vXPDaTjhVWhk03628z40+NC9pQCOVYSH2Tl5eH9+/fY9iwYXB3d4ecnBy6dOmC5ORkLFy4EH369AGLxcLw4cOxbds2jB8/Hvr6+tWenWmtVmJyai6y3GSmOgXRXCKB/018/PgRHh4eOHPmDGxsbODs7AxjY+PGblajIpRjIXVFXFwcNV35+PFjvHnzBi1btkT37t2hq6sLNzc37Nu3D6NGjaKOqSwFUnVoLrLcpBUfALyNTcPeoHAEfk4CDQBXQO6nPq0UMctCv8m9VfzNCO2A/AjlWEh14dnmeEouJCSkUtvcy5cvMXDgQJw/fx69e/fmq690CqRt27Zh4MCBNWpXc5DlJq/4eKRk5eHcy1h8SshEBrcA0iwmDFWlYNNRA/KSYpVXIKRREOYH5Ecox0LKo6LRHO+jp6dX6ctjQEAAHBwccOfOHbRt25ZvHyEEly5dKuMAUxP+ZFn+YxSfkD8bQgju3LmDnTt34uXLl5g5cyZmzpwJJSWlxm6aECENTk1Gc9XB19cXixcvRnBwMLS0tMrsz8/Px/79+7Fhwwb8888/WLduHdTU1Gp7WX8Mf4ziS87Kw7kXsfj0PQMZ3EJIs0RgqCKN0Z2a/tuFEH7+ZjugUI7/TupqNFcd3N3dcfDgQTx8+FBgEAGgJAD6pk2b4OXlBScnJyxcuLDCaDyl+ZNluckrvjcxadgTFI57YSWhcvIEzCdbtFLELHN9mGhyGqeRQmrE32QHFMrx30N9j+aqw6JFixAcHIzbt29DXFy83HLVcYBpDrLcpBVfc/EgElIxzd0OKJTj5k1jjOaqSnFxMSZMmID09HRcvHgRIiIiFZavzAGmuchytdfxlZdAtDIePHiAVq2qHrKp5AZ/RG5B2RuccmM30oJ/ZTEmBMgtKMJG/484ERJZ7bZVlc+fP6N9+/aQkpLCrl276qzewYMHw8fHp87q+9Ooq/WANZXNyjh58mSZ8FxVpSI5LpNQebsNMpLi6l2OhdScvLw8hISEwN3dHba2tnwxLeXl5bFx40YkJibi1atX2Lt3b43XzdUVdDodR44cQX5+frmB2UvTpUsX3L9/H2vXrsWcOXMwaNAgvHv3DkDFsvw7DdUn15Q6XcAeGRkJGo1GxfXT0dGhguP26tULnz9/rlI9b2LSsNH/E3ILBMdokx80B5weZZPJ5hYUY6P/J7yNTavxNVSEm5sb+vTpg8zMTDg5OZXZb2FhARaLBUlJSSgoKGDkyJGVxngEgOvXr8PR0bFKbfg9k3lzoipxQXV0dMBmsykZk5SUxJw5c+qsDTwZLh2g2cHBgUqcWh14cpxw9ziitgxFXnzF8q/lcg5Mjkq9y3Fd8nvG7+YGL0OBi4sLzMzMICcnh5kzZ+LLly+wtrbmi4KyfPly9OnTp16mME+dOkVNj6qqqmLw4MF4+PBhlY4tHd3F1dW10vI0Gg0jRozA+/fvYWVlhX79+mH0jIVYf+1DuX1yeQiSZR0dHdy+fbta9dQ19RK5JS0tDVlZWfD19cW6detw48aNah2/Jygc3MKiygsKgFtYhL1B4TU6tjKioqIqdcLYvXs3srKyEBYWhrS0NMyfP79e2tLcKS8/IJfLxf/+9z9kZWVRn927dzd2cwWyJygcuQWFyA69CzpLClmhd6t8bH3KsRDBNNXR3M6dO+Hs7Izly5cjMTER0dHRmDVrFi5fviyw/O9ZNYCSoM3+/v7w9fXFvn37qnReUVFRODk5ISwsDPEybcDNb5g+WVD76xxSAZKSksTIyIhcuHCB2nb06FHSo0cPgeUjIiIIAFJQUEBtMzU1Jdu2bSOBgYFEXV2d2q6trU22bdtG2rZtS6SlpYmtrS3Jzc0lSZlcojFuC2FIyRPZPpMJXVyGMCRkibzVPKK99CrRXnqVSLTpR6TN7Ij20qtE2X5TmbLKQ51JciaXEEJIcnIyGTp0KJGSkiKmpqZkxYoV5bafEEIuX75MWrduTWRkZIi5uTn58OEDIYSQPn36EDqdTsTExIiEhAT5/PlzmWPNzc3JoUOHqO+7d+8mxsbGhBBCgoODiampKZGWliampqYkODhY4HG8++vi4kI4HA7R0dEh/v7+hBBCli9fzteG2bNnk+LiYuLs7EwUFRWJlJQUadOmDXn37l251/enkpubS44cOUKYTCbR1tYmXl5eJDc3l6/M77Lp5ORENDQ0iJSUFOnYsSO5f/8+te/JkyekU6dOREpKiigpKZH58+cTQgjR1NQkAIiEhASRkJAgjx49KlNvaGgosbS0JLKyskRJSYls3LixTHuTMrmk5Up/ojx2C6GJiBJ5axdCZ0kRrUUXKTmWt3ImYhqtqe8AiNq/B4n20qtEY94pImHQhUiWI7cAyL59+4i+vj6RkZEhs2bNIsXFxdR9MDMzI87OzkRGRoa0aNGCBAcHk6NHjxINDQ2iqKhIvL29qbq4XC5xcXEhmpqaRElJifz7778kJyeHEEKo53b79u1EUVGRqKiokCNHjhBCCDlw4AAREREhTCaTSEhIkKFDh9b4920MYmNjydmzZ8mCBQtI9+7dibi4OGnfvj2ZOXMmOXbsGPny5Qt1TxuLtLQ0IiEhQc6cOVNuGVdXVzJq1Cji4OBApKSkyKFDh0hcXByxtrYmsrKyRE9Pjxw8eJAQQkh4eDiRl5cnenp6ZWQ/NzeXODg4EDk5OSIjI0NMTU3J9+/fKVnmyan20qtEfbYPEW9pRuhsacKQUSayltOpfTI97Im4YU8iYdyH0ETZhKmgRbQme5DkTC4ZN24codFohMViEQkJCbJ161ZKbxw+fJhoamqSXr16kaKiIrJ+/XqipaVFFBUVyfjx40laWhoh5JeeOXDgAFFVVSUqKipk27ZthBBCEhISCJvNJsnJyRXe1wpHfOnp6XB1dcW4ceOqNGX3m0JFcHAw3r9/jw4dOggsc+bMGdy4cQMRERF4+/YtvL29ce5FSe6loqyfKM7LgcZsH8hbOSH11n4UcQVnGf697I8b++Bzr2RqbPbs2ZCQkMD379/h4+NToS0tLCwM9vb28PDwQFJSEqysrGBtbY38/HzcvXsXvXr1okZ0LVu2rPD6k5OTcf78eXTo0AGpqakYMmQInJyckJKSggULFmDIkCFISUkReOyTJ0/QqlUrJCcnY/HixZgyZQoIIdi4cSNfG3bv3o1bt27h/v37CAsLQ3p6Os6cOVOu6/KfDM8OqKamhlmzZlXJDti5c2e8fv0aqampGDt2LEaPHk0F0Z43bx7mzZuHjIwMfP36lUr9cv/+fQC/Zi26d+/OV2dmZiY1+oyPj0d4eDj69etX5tw8Oc4KvQO2fhdIGJbkLcv58rRK15t6ax/oTBY2nXtUrtxevXoVz549w9u3b3HmzBncvHmT2vfkyRO0a9cOKSkpGDt2LMaMGYNnz54hPDwcJ06cwJw5c6hs1UuXLkVYWBhev36N8PBwxMXF8aUT+v79O9LT0xEXFwcvLy/Mnj0bP3/+xPTp0+Hg4IDFixcjKysLV65cqdK1NQZNdTRXGY8fPwaXy8WIESMqLHf58mXY2NggLS0NDg4OGDNmDDQ0NBAfH49z585h+fLluHv3LvT09KCmpobExERcuXKFT/Z9fHyQnp6OmJgYpKSkYP/+/WCz2ZQs8yCkGEnn1oGp1AIac3ygbL8Rmc8uI/fbC6pMzpcnkGjdG5rOfmDrd8GPm/tw7mUsjh8/Di0tLVy5cgVZWVlYvPiXjfvevXv4+PEjbt68CW9vb3h7eyMwMBDfvn1DVlZWGZNGYGAgvnz5glu3bmHr1q24ffs2VFRUYGFhgTNnzlR4vypUfHQ6HXZ2djAwMMDTp1V7YAFAQUEBcnJymDp1KrZs2SKwYwAAJycnqKmpQU5ODtbW1nj9+jU+fc9AQVExaAwRyPS0B40hArZeZ9BEWShMEZyQUFDZp69CUVRUhPPnz2Pt2rUQFxdH69atK7SlnT59GkOGDEH//v3BZDKxcOFC5Obm4tGjR1W+dicnJ3A4HJiYmEBVVRU7d+7EtWvXYGBggPHjx0NERAT29vYwNDQst6PQ1tbGtGnTwGAw4OjoiISEBCQmJgosy2QykZmZiU+fPoEQAiMjI6iqqla5vX8i69atw6NHj5CTk4NNmzZBR0cH06ZNQ1xcHF+5cePGQV5eHiIiInBxcUFeXh5lZ2YymQgPD0dycjIkJSWpZMiVcfXqVaioqMDFxQUsFgtSUlLo2rVrmXKfvmcgNzcHOZ8eQqK1OWgMEYgb9kB2FaY7SXERcj4/glSPsfj2s7BcuV26dCk4HA60tLTQp08fKukuALRo0QKTJk0Cg8GAnZ0dYmJisHr1aoiJiWHAgAEQFRVFeHg4CCE4ePAgFeBYSkoKy5cvh5+fH1UXk8nE6tWrwWQyYWVlBUlJySrb6xuLpmKbqy0pKSlQUFCo1Buze/fuGD58OOh0OpKTkxEcHIytW7eCxWKhffv2mDp1Ko4dK0kIy8tzOWrUKERERFCyz2QykZKSgvDwcDAYDHTq1AnS0tL49D2Db8lCfsIXFOVmgNPTHjQGE0yOCiTbD0T2xwdUGZZG65K+mM6ARJu+yEuMwKeEzAqvYc2aNZCQkACbzcbJkyexYMEC6OrqQlJSEps3b4afnx/fNKirqyskJCTQtm1bTJo0Cb6+JQ6Pjo6OOHHiRIXnqvBu8rJbZ2VlITk5ucKKSpOcnFzpDwUAKioq1P/i4uKIj49HPrfkwuhsKb68TzQRMRQXCE55I6hsWkYmkpKSUFhYyJeGvqKU9PHx8dDW1v5VL50OTU3NMh1qRezatQtTp06tsF6gRLmVV+/v9wUA9Xb+O3379sWcOXMwe/ZsREVFYeTIkdi+fTukpWuWwPdP4NKlS7C0tKS+89YDurm5gU6n49atW+jfvz927NgBLy8vxMfHg0ajISMjg5JjLy8vrF69GoaGhmjRogVcXV0rzdoMADExMdDT06u0XAa3EDlhj0GjM8DWK8lDJtHaAol+K1GUkw6GuEy5xxbnZADFRWBIKyCDWwBAsNz+LielZURZWZn6n5fE9fdtWVlZSEpKQk5ODjp16kTtI4SgqOiXPYf38lDeuRqbitbNdevWDRs3bkTnzp2bpGKrDHl5eSQnJ6OwsLDCPrW0fMTHx1MvMTy0tbXx/PlzAL9kPy8vD506dcKBAwcwadIkjB8/HjExMRgzZgzS0tIwbtw4bNy4ERlcfptbYfoPFGWmINr9V5JbkGKIabSmvjIkZan/6SJiIIX5SMvOrfBaf7+G0n2mtrY2CgsL+QYApctra2tT3qfDhg3DjBkzKjxXhdopJSUFDAYD7du3r9QNtq6QZlWuMKuChCgDioqKEBERQWxsLDU1GRMTU+4xampq1M0DSjqAmJgYqKur16otampqiIqK4tsWHR2NQYMGVbsuQVMvTk5OcHJywo8fP2Bra4tt27Zh/fr1NW7vnwYvP6CKigrc3NywcOFCZGZmIiUlBXfv3kXHjh1Bp9MhKytLybGBgQF8fX1RXFyMCxcuwMbGBikpKZVObWlqavKNhspDmiWC7Hd3UZzPRezeSSUbCYDiQmS/D4J052HlHksXlwboDBRlpkCaVaJkK5Lb2qCgoAA2m43379/XSM4bYyqwonVz1tbW2LRpU6Otm6trunfvDjExMVy6dAk2Njbllit9rWpqakhNTUVmZial/KKjo6nft7TsT548GVOmTEG/fv2gpaUFV1dXuLq6IjIyElZWVmjVqhWkJfmzrItIK0CEowz1fw9V61qkWcwyba3oGkr3mdHR0RAREYGysjJiY0tm/mJiYmBoaEjt54VcY7FY5Wat51GpV+fRo0cRGhpaWbE6w1BFGkxG7ZxNaTRAU04cDAYDI0eOxJo1a5CTk4NPnz5Rw31B2Nra4tq1a7hz5w4KCgqwY8cOiImJwczMrFbtsbKyQlhYGE6dOoXCwkKcPn0aHz58qNII43eUlZXx7ds36vuzZ8/w5MkTFBQUQEJCAiwWC3R6k0yzWO8wmUwoKyvjzZs3mDp1KvLz8zF48GC4urpiyZIlyMjIoMqeOHECSUlJoNPp1MwGnU6HoqIi6HQ63z0uzdChQ5GQkAAPDw/k5eUhMzMTT548KVNOhZEDbtQbKI1eDbVJ/5V8Jv8H6W42lU530ugMiLc0Q2bwKejKilQqt7WBTqdj2rRpmD9/PmUrjYuL47MXVsTv8ljX/Km2ubpCRkYG69atw+zZs3Hp0iXk5OSgoKAA169f57OPlUZTUxNmZmZYtmwZuFwu3r59Cy8vL4wbNw4Av+yPGzcOdDodo0ePxvXr1/Hu3TsUFRVBWloaTCYTdDodhirSEBP51aeIqrYEXVQc6SHnUFyQB1JchPykSOQlhFV4La1USpRwVWTG3t4e7u7uiIiIQFZWFpYvXw47Ozu+Ue/69euRk5OD9+/f4+jRo7Cz+zUCnTBhQoX1V9hDKisr4927d+jRo0eFldQlNp006qSe3gYKAEqWF6Snp0NFRQXjx4+Hvb09xMQEx5Fr1aoVTpw4gblz50JBQQFXrlzBlStXICoqWqu2yMvL4+rVq9ixYwfk5eXh5uaGq1evQkFBodp1zZs3D+fOnYOsrCycnJyQkZGBadOmQVZWFtra2pCXl8eiRYtq1d6mjrW1Nd86vt8N/zQaDUuXLsXYsWORm5uLHTt2YNeuXRAXF0dkZCQA4MaNGzA2NoakpCTmzZsHPz8/sNlsiIuLY8WKFejRowc4HA5CQkL46paSkkJAQACuXLkCFRUVGBgYIDAwsEwbs98HQkxZF+wWHcGQlKU+Up2skZ8UifykyAqvUW7ADBTn5WC5jVmlcltbtm7dCn19fXTr1g3S0tKwtLSssg1vypQp+PDhA2U3qi2xsbHNwjZXl7i4uGDnzp3YsGEDFBUVoampid27d1d4v319fREZGQk1NTWMGDECa9eupcwDv8v+mTNnYGBggBUrVsDGxgbS0tIwMjKCubk5xo8fX6ZPptEZULRZjfzEb4jbPwWxnmORcv0/FOflVHgdozqW1LNs2TJs2LABHA4H27dvF1h28uTJGD9+PHr37o0WLVqAxWLhv//+4ytjbm4OfX199OvXDwsXLuQLMlGZzmqSIcumH3+OgI+JlUYHEASNBgxsrYz940wF7l+yZAnl4Snk76Ex4oLWpRw3R7n93TbH82Dk2ea6d+/+x9rm/jTy8/NhbW0NTU1NHDp0qMxzUZ99cnWJjIxEixYtUFBQUCVfEkE0yTmx2Rb6YInULEMwS4SBWRb61PdPnz7h7du3IITg6dOn8PLyqtQ1WEjzg2cHjIiIgJ2dHRYuXIi2bdviyJEj1BKHuqY2ckxLi4elMrdZyW1lo7nAwMC/bjTXVKgsuktd9skNwbNnzyrc3yRHfEDpuHBVD5HDZtKxwsqILyjqs2fPYG9vj/j4eCgrK2P69OlYunRps7EBCKkZpIHyA9ZUju118nFsk8sfK7fC0dyfyY8fP9CjRw8sWLAAM2fO5NtXV31ybalsxOfo6IhLly4hPT293DqarOIDmk8kcCFNm/rOD/g3yHFsbCxCQkKaZIYCIdXj69evVKCMkSNH8u1rLrLcpBUfALyNTcPeoHAEfk4CDQBXQO6nPq0UMctCH+00OI3VTCHNgPq0AzYnOS5vNMcbyQlHc38+L1++xMCBA3Hu3DmYm5vz7WsOstzkFR+PlKw8nHsZi08JmcjgFkCaxYShqhRsOjb9bL9C/izqMz/gnyjHwtHc30lAQAAcHBxw584dtG3btsz+P1GWefwxik+IkIamoeyATQnhaE5IaXx9fbF48WIEBwdDS0ursZtTZ/wxii85Kw/nXsTi0/cMZHALIc0SgaGKNEZ3avpvF0L+fOrKDtjU5Fg4mhNSGe7u7jh48CAePnzIFwC/qclydWjyiu9NTBr2BIXjXlgSAPAFS+XNJ1u0UsQsc32YaHIap5FC/hpqagdsCnIsHM0JqSmLFi1CcHAwbt++jS8p+Y0uy7WlSSu+5uJBJKT5UR07YGPJsXA0J6SuKC4uxoQJE/CNro5UHQvkFRb/0X1yoy9g9/b2Rs+ePcts/7VmpOLOAgAIAXILirDR/yNOhEQCAE6ePMkXwkbI38uMGTOqFLTbwsIChw8frlKdvPyAb968gYeHR7n5AWsqxxq6LREUFFSltgBlY1pqamqiQ4cO8PHxKTempYGBAb5+/Qqg6vdIyN8JnU6H5Yy1SFDpDm4Bv9LLensb30/wxw0V1CeXx+DBgxs8IlGDjfh0dHSQmJgIBuPX6v+JEyfC1NQUhw8fxsOHD6ntb2LSMOZQCHILqpbqvjAtEXH7p0Br8WWIi4ni9PRuTdaNVkjTxcLCAuPGjSuTVoq3LyQkBF++fKHSody+fRtTp06l4n+qq6ujffv2ePToEdq1a4cfqenAiC2UHBdmpuD7sQVgKmhDTLUlOL3H8Z0jJywEKTd3Q2O2T6VyXBejORqNhi9fvkBfv2GjagipH06dOoWdO3fi06dPkJKSQvv27bFixQqBA4vqUlGfnPX2NrLe3oLKODeBx7KZDEqW16xZQyVDbkwadMTHy7rL++zevVtguT1B4eAWVk3p/Q63sAh7g8Jr00whQgQiISFR4aiIyWRi/vz5CAsLg7y8PL59/4nc/AJqf+6352C36ATJtv2Q/T6wTKqv7Pd3IdHaAjQ6g0+OazKaa04ZCoRUzs6dO+Hs7Izly5cjMTER0dHRmDVrFi5fvlytekonei29rbn1yY0+1fk702fNwdHZgxG1YzQSjs4DN+ZXSqS8+M9I8HZG9M7RiNk1Dql3SvJBfT+1FAAQ426HqO028L9zH7v3H+J703n//j369+8POTk5KCsrY9OmTQ17YUJqzatXr9CxY0dISUnBzs4OY8aMwcqVKwVOl9NoNISHlzxsEydOxMqVK6l9ly9fRvv27SEtLQ09PT3cuHGjzLkSEhLQrl07bNu2jdrm5OQEX19fanqwPBQVFdFnwGDQWZIA7dcjlvv1Odh6pmAbdEMRNxN5Me+pfUXcLOSEP4Nkm74AgJg9k3H5qj+6mltCRkYGffv2xZIlS3Dz5k30798fP378gIuLC/bu3csX01JHRwe3b98GADx9+hTdu3cHh8OBqqoq5syZg/z8fIFt/v0eubm5QVVVFWpqajh8+HCZ+zl79mwMGTKEykBf2T0RUn+kp6dj9erV2LNnD0aOHAkJCQkwmUxYW1tj27ZtyMvLg7OzM9TU1KCmpgZnZ2fk5eUBAIKCgqChoYGtW7dCRUUFkyZNwpo1a2BjY4Nx48ZBWloa/+0/hLtvI5F0zROx/41H7O4J+Hn/OEixYEWYGnAAsXsmInpnSR+eGx2KwM9JOHPxCjZt2oTTp09DUlISJiYmAPhNDMXFxdiwYQO0tbWhpKSECRMmUKHHIiMjQaPR4OPjAy0tLSgoKGDjxo01umdNTvEVyLaA9rTd0HT2g0RrcyRd2gJSWPKwpt4+CCnTf6C14CzUZxyChGEvAIDK2C0AAM35p6Hlcg7iGkZ4FvWTqjMzMxOWlpYYNGgQ4uPjER4ejn79+jX8xQmpMfn5+Rg+fDjGjx+P1NRUjB49GufPn692PU+fPsWECROwbds2pKWl4f79+9DR0eErExERAXNzc8yZM4cvxZO6ujqmTZsmMIjv7zyP/Mn3nRQVIi/mPVg67UFnikHCsCdfXr6cjw/AlNeAqLLur4NoNJg7LkK7du1w4MAB5OfnIy4uDtOnT6/SaI7BYMDd3R3Jycl4/Pgx7ty5g71791Z63I0bN7Bz507cvn0b4eHhAm2Nfn5+cHV1xc+fP6Gvr48VK1ZUWq+Q+oHnnVteEPONGzciJCQEr1+/xps3b/D06VNs2LCB2v/9+3ekpqYiKioKBw8eBFDycmhjY4O0tDQwWvbG9ys7QaMzoPbvIahO2gVuxEtkvbkl8Hyiqi2hOnlXmT78p3xrKq9eVlYW3rx5U+ZYb29veHt7IzAwEN++fUNWVhbmzJnDV+bhw4f4/Pkz7ty5g3Xr1uHjx4/VvmcNqviGDx8ODodDfQ4dKpvBV6ZdXxSKSoJGZ0C660igsAAFKSUZd2l0ERT+TEBRTjroomyIqRsKPA+3sBgJab8i7l+9ehUqKipwcXEBi8Wi3lKF/DmEhISgoKAAzs7OYDKZsLGxQefOnatdj5eXFyZPnoz+/fuDTqdDXV2dyuIMAB8+fECfPn2wdu1aTJ8+vczxy5Ytw5UrV/D+/fsy+0qTkJ6L0hOZ3JhQiCrpgC4mDgCQaNMP2Z+DqZe67NC7kGzD/zJWDDoKJJTBYrEQHh6O5ORkSEpKolu3blW61k6dOqFbt24QERGBjo4O/v33X9y7d6/S486cOYNJkybB2NgY4uLiWLNmTZkyI0aMQJcuXSAiIgIHBwe8fv26Sm0SUvekpKRAQUGh3BQ9J0+exOrVq6GkpARFRUW4urri+PHj1H46nY61a9dCTEwMbDYbQEnm9+HDh4NOp+NdRAKyw59Btt800EVZYEhwIN15OLI/3hd4Psk2fcBgS/P14VmJ0fiUkFnptZw8eRILFiyArq4uJCUlsXnzZvj5+fFNwbq6uoLNZsPExAQmJiYCFWhl1CyZUQ25dOkSlQyRh7e3N9/34IveiLt9AUVZqQBoIHk5KMotyZwtb+WEtAcnEX9oJkRklCHT0x7i+l0EnotbyggbExMDPT29Or0WIQ1LfHw81NXV+UY62tra1a4nJiYGVlZW5e4/efIk9PX1YWNjI3C/oqIi5syZg9WrV5eJXl+a3yPY5359Drbur3xkLE1jMNjSyAl7DFHVlshLCIPiyOVl23P2ApIePMCDBw+wbt06gef6ffTXv3//ctv1e3kDAwO+faWnjrZs2cK37/eyXl5eFbZDSMNS0f0fMmRIheV5Ck/Qfk6fyUBREWJ3l8pqToohIq0o8FzpTy4g6+2tMn14BrcAMpVcQ3x8PN9zra2tjcLCQiQmJlLbVFRUqP/FxcWRlZVVSa1laVJTnQ8ePMD768ehOGwpNJ39oDX/NPWGDABMOXUoDlsMDacTkO42CkkXN6M4n1uyaOQ3WMxf3qOampqVproX0rRRVVVFXFwcn0NIdHQ0gBKnk5ycX9mfv3//Xm49mpqaFdqj1qxZAwUFBYwdOxZFRYJtGIsWLUJgYCBevHhRbj1sJv+jlfvtOdh6/CNUiTZ9kRV6F9nvA0sytUvIlqnHYfRIEEJACEFRURHOnj0LMTExZGVl4enTp5CVlaX2FxYWQlxcHAEBASCEoG/fvnBxcUFGRgYIIXB3d0ePHj2o8gDw5csXEELg6OiIFStWgBCCiRMnYtmyZVS5L1++lFuWEILAwECoq6tT34Wfhv2kpaVBXFwcZ8+eFbhfV1cX165do77fvHkT2tra5f52rq6ucHBwoL7b2NqBJsKE5rxT0Jp/uuSz4CzUppadNufGhCLjyXmBfbg0i1npy5GamhqioqKo79HR0RAREYGysnKFx1WXJqX4MjMzIcpkgi3NAYqLkPbQF8X5udT+rNBAFOWkg0ajlzgOAACNBrq4NECjozCtpMNjidChyvm1kHjo0KFISEiAh4cH8vLykJmZiSdPnjTkpQmpJd27d4eIiAh27dqFgoICXLhwAU+fPgUAmJiY4P3793j9+jW4XK7AqTkeU6ZMwdGjR3Hnzh0UFxcjLi4Onz59ovYzmUycPXsW2dnZmDBhAoqLy+Ye43A4cHFxgZubYPdtAFCVYYP3iBekfQcKC8BU0OQrI9mmL7iRb5D15iYk2pa1OYvSaTBUlcKJEyeQlJQEOp0ODocDoGR6qmXLluByubh27RoKCgqwYcMGymkBKHmepKWlISkpiU+fPmHfvn3ltrc0tra2OHr0KD5+/IicnBzh+r4mjoyMDNatW4fZs2fj0qVLyMnJQUFBAa5fv47FixfD3t4eGzZsQFJSEpKTk7Fu3TqMGzeu8or/n05GehDX7Yifdw6jOC8HhBSj4GcCuNHvypQl+bmg0RlgiMvw9eE8WVZWVkZkZKTA5woA7O3t4e7ujoiICGRlZVE2wZpmWi+PBlV81tbWkJSUpD6/G2MHDhwIq8GDELl3GuL2TgZNhAmGlAK1nxvxAvGHZyF6hw1+3j4IxWGLQWeKgc5kQaa7Lb4fX4RodzvkxH5CZ+1fb89SUlIICAjAlStXoKKiAgMDAwQGBjbYdQupPaKiorhw4QK8vb0hJyeH06dPU7nCWrZsidWrV8PS0hIGBgYVrlvq0qULjh49ivnz50NGRgbm5uZ8b5ilz5WYmIjJkycLfEjnzZvHtyb1d0x1fslf7tdnYOuZlikjwlGGmLohSD4X4vplbc4EgE1HDdy4cQPGxsaQlJTEvHnz4OfnBzabDRkZGezduxdTp06Furo6JCQkoKGhQR2/fft2nDp1ClJSUpg2bRrs7OzKbW9pBg8eDCcnJ/Tp0wf6+vqUTVFMrGnHX/ybcXFxwc6dO7FhwwYoKipCU1MTu3fvxvDhw7Fy5UqYmpqiXbt2aNu2LTp27MjnwVsZNp00oPKPC0hxIeIPz0SMxxgkXdz8/1OZ/LBadASrRUfEHZzO14fzZHn06NEAAHl5eXTs2LHM8ZMnT8b48ePRu3dvtGjRAiwWC//991+N70t5NMmQZdOPP0fAx0TUpGU0GjCwtTL26NgjsgAAAg5JREFUjyvb0QhpXkycOBEaGhp8HmpNCZ4cfz/tCulOQ8tMdVZEU5Ljjx8/ok2bNsjLy6vzN28hfwbNrU9uUlOdPGZb6IMlUv7bdEWwRBiYZSGMRCGk8eHJMUurLcS02lXr2MaW44sXLyIvLw8/f/7EkiVLYG1tLVR6fzHNrU9ukorPRJODFVaGZRwEKoPNpGOFlaEwXJmQJgFPjlV62YLOrPo0YVOQ4wMHDkBJSQl6enpgMBhVtg8KaZ40tz65SU518hBmZxDSHBDKsZDmQnOR5Sat+ADgbWwa9gaFI/BzEmgoWZzOg5f7qU8rRcyy0G9ybxVChPAQyrGQ5kJzkOUmr/h4pGTl4dzLWHxKyEQGtwDSLCYMVaVg07HpZ/sVIoSHUI6FNBf+ZFn+YxSfECFChAgRUhc0SecWIUKECBEipL4QKj4hQoQIEfJXIVR8QoQIESLkr0Ko+IQIESJEyF+FUPEJESJEiJC/CqHiEyJEiBAhfxVCxSdEiBAhQv4qhIpPiBAhQoT8VQgVnxAhQoQI+asQKj4hQoQIEfJXIVR8QoQIESLkr0Ko+IQIESJEyF+FUPEJESJEiJC/CqHiEyJEiBAhfxVCxSdEiBAhQv4qhIpPiBAhQoT8VQgVnxAhQoQI+asQKj4hQoQIEfJXIVR8QoQIESLkr0Ko+IQIESJEyF+FUPEJESJEiJC/iv8DHoKaJMkAWwgAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "tools = ['a','b','c']\n", - "models = ['1','2','3']\n", - "metrics = ['x','y','z']\n", + "import networkx as nx \n", + "\n", + "tools = ['Generative Diffeomorphic Mapping','mBrainAligner','Multiscale Varifold LDDMM', 'Novel affine methods', 'ANTs', 'CloudReg', 'Elastic Alignment', 'Elastix', 'LDDMM', 'Matlab', 'quickNII/Visualign', 'TissueCyte', 'Warp3']\n", + "models = ['Affine','Polynomial','Spline', 'Coherent Landmark Mapping', 'Elastic', 'Manual Pinning of Points', 'LDDMM']\n", + "metrics = ['Sum of Square Error (SSE)','SSE with contrast change','Landmark SSE', 'Cross entropy', 'Varifold norm', 'Correlation', 'Local correlation', 'Mutual information', 'Manual placement']\n", + "\n", + "tools_models_edges = [('Generative Diffeomorphic Mapping','Affine'), ('Generative Diffeomorphic Mapping','LDDMM'),\n", + " ('Elastix','Affine'), ('Elastix','Spline'),\n", + " ('CloudReg','Affine'), ('CloudReg','LDDMM'),\n", + " ('mBrainAligner','Coherent Landmark Mapping'), ('mBrainAligner','Spline'),\n", + " ('ANTs','Affine'), ('ANTs','Spline'), ('ANTs','LDDMM'),\n", + " ('TissueCyte', 'Affine'), ('quickNII/Visualign', 'Affine'),\n", + " ('Matlab', 'Affine'), ('Matlab', 'Polynomial'), ('Matlab','Spline'),\n", + " ('Multiscale Varifold LDDMM', 'LDDMM'),('Novel affine methods', 'Affine')]\n", + "tools_metrics_edges = [('Generative Diffeomorphic Mapping','SSE with contrast change'), ('Elastix','Mutual information'),\n", + " ('CloudReg','SSE with contrast change'),\n", + " ('mBrainAligner','Sum of Square Error (SSE)'), ('mBrainAligner','Cross entropy'), ('mBrainAligner','Mutual information'),\n", + " ('quickNII/Visualign', 'Correlation'),('quickNII/Visualign', 'Manual placement'),('Multiscale Varifold LDDMM', 'Varifold norm'),\n", + " ('Novel affine methods', 'Sum of Square Error (SSE)'),\n", + " ('ANTs', 'Sum of Square Error (SSE)'), ('ANTs', 'Correlation'), ('ANTs', 'Mutual information')]\n", "\n", - "tools_models_edges = [('a','1'), ('b','2'), ('c','3')]\n", - "tools_metrics_edges = [('a','1'), ('b','2'), ('c','3')]\n", "\n", - "import networkx as nx \n", "\n", "BG = nx.Graph()\n", "BG.add_nodes_from(models, bipartite=0)\n", "BG.add_nodes_from(tools, bipartite=1)\n", "BG.add_nodes_from(metrics, bipartite=2)\n", "\n", - "BG.add_edges_from" + "BG.add_edges_from(tools_models_edges)\n", + "BG.add_edges_from(tools_metrics_edges)\n", + "\n", + "nodes = BG.nodes()\n", + "nodes_0 = set([n for n in nodes if BG.nodes[n]['bipartite']==0])\n", + "nodes_1 = set([n for n in nodes if BG.nodes[n]['bipartite']==1])\n", + "nodes_2 = set([n for n in nodes if BG.nodes[n]['bipartite']==2])\n", + "\n", + "# set the location of the nodes for each set\n", + "pos = dict()\n", + "pos.update( (n, (1, i)) for i, n in enumerate(nodes_0) ) # put nodes from X at x=1\n", + "pos.update( (n, (2, i)) for i, n in enumerate(nodes_1) ) # put nodes from Y at x=2\n", + "pos.update( (n, (3, i)) for i, n in enumerate(nodes_2) ) # put nodes from X at x=1\n", + "\n", + "nx.draw(BG, pos=pos, with_labels=True)" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { From bf4da79e23c48756328ed9e56fa9783d8550b511 Mon Sep 17 00:00:00 2001 From: Thomas Athey Date: Thu, 23 Mar 2023 09:51:04 -0400 Subject: [PATCH 06/15] method map --- experiments/map_neurons/lddmm-figure.ipynb | 100 ++++++++++++++++----- 1 file changed, 77 insertions(+), 23 deletions(-) diff --git a/experiments/map_neurons/lddmm-figure.ipynb b/experiments/map_neurons/lddmm-figure.ipynb index adf49c057..f127974de 100644 --- a/experiments/map_neurons/lddmm-figure.ipynb +++ b/experiments/map_neurons/lddmm-figure.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -51,7 +51,8 @@ "from matplotlib.colors import ListedColormap\n", "from turtle import color\n", "from scipy.ndimage import distance_transform_edt, binary_dilation\n", - "from joblib import Parallel, delayed" + "from joblib import Parallel, delayed\n", + "import networkx as nx" ] }, { @@ -1080,26 +1081,30 @@ " plt.plot(xs,ys, c='red')" ] }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Techniques" + ] + }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 80, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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}, "metadata": {}, "output_type": "display_data" } ], "source": [ - "import networkx as nx \n", "\n", - "tools = ['Generative Diffeomorphic Mapping','mBrainAligner','Multiscale Varifold LDDMM', 'Novel affine methods', 'ANTs', 'CloudReg', 'Elastic Alignment', 'Elastix', 'LDDMM', 'Matlab', 'quickNII/Visualign', 'TissueCyte', 'Warp3']\n", + "tools = ['Generative Diffeomorphic Mapping','mBrainAligner','Multiscale Varifold LDDMM', 'Novel affine methods', 'ANTs', 'CloudReg', 'Elastic Alignment', 'Elastix', 'Matlab', 'quickNII/Visualign', 'TissueCyte', 'Warp3']\n", "models = ['Affine','Polynomial','Spline', 'Coherent Landmark Mapping', 'Elastic', 'Manual Pinning of Points', 'LDDMM']\n", "metrics = ['Sum of Square Error (SSE)','SSE with contrast change','Landmark SSE', 'Cross entropy', 'Varifold norm', 'Correlation', 'Local correlation', 'Mutual information', 'Manual placement']\n", "\n", @@ -1121,25 +1126,74 @@ "\n", "\n", "BG = nx.Graph()\n", - "BG.add_nodes_from(models, bipartite=0)\n", - "BG.add_nodes_from(tools, bipartite=1)\n", - "BG.add_nodes_from(metrics, bipartite=2)\n", + "BG.add_nodes_from(models)\n", + "BG.add_nodes_from(tools)\n", + "BG.add_nodes_from(metrics)\n", "\n", "BG.add_edges_from(tools_models_edges)\n", "BG.add_edges_from(tools_metrics_edges)\n", "\n", - "nodes = BG.nodes()\n", - "nodes_0 = set([n for n in nodes if BG.nodes[n]['bipartite']==0])\n", - "nodes_1 = set([n for n in nodes if BG.nodes[n]['bipartite']==1])\n", - "nodes_2 = set([n for n in nodes if BG.nodes[n]['bipartite']==2])\n", - "\n", - "# set the location of the nodes for each set\n", "pos = dict()\n", - "pos.update( (n, (1, i)) for i, n in enumerate(nodes_0) ) # put nodes from X at x=1\n", - "pos.update( (n, (2, i)) for i, n in enumerate(nodes_1) ) # put nodes from Y at x=2\n", - "pos.update( (n, (3, i)) for i, n in enumerate(nodes_2) ) # put nodes from X at x=1\n", - "\n", - "nx.draw(BG, pos=pos, with_labels=True)" + "factor = 12\n", + "middle_vert_pos = [factor*(len(tools) - i) for i in range(len(tools))]\n", + "middle_vert_pos = [p+2*factor if i < 4 else p for i,p in enumerate(middle_vert_pos)]\n", + "middle_max = np.amax(middle_vert_pos)\n", + "\n", + "models_shift = (middle_max-factor*(len(models)-1))/2\n", + "pos.update((n, (1,factor*(len(models)-i)+models_shift)) for i, n in enumerate(models))\n", + "pos.update((n, (2,p)) for n, p in zip(tools,middle_vert_pos))\n", + "metrics_shift = (middle_max-factor*(len(metrics)-1))/2\n", + "pos.update((n, (3,factor*(len(metrics)-i)+metrics_shift)) for i, n in enumerate(metrics))\n", + "\n", + "fig, ax = plt.subplots(figsize=(12,10))\n", + "labels = nx.draw_networkx_labels(BG, pos=pos, verticalalignment='center', bbox=dict(facecolor='white'), clip_on=False)\n", + "nx.draw(BG, pos=pos, ax=ax, node_size=200, node_shape='s')" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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+       "
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", 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" }, "metadata": { "needs_background": "light" @@ -276,14 +280,14 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 10201/10201 [01:17<00:00, 132.11it/s]\n" + "100%|██████████| 10201/10201 [00:36<00:00, 282.02it/s]\n" ] }, { @@ -296,20 +300,20 @@ }, { "data": { + "text/html": [ + "
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", 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3RoXqPXhC/fkj57xa0H63+rc25+obSZ3lehD2zxi7VHUw/o8pjvlcc01aohfKrsday+AGemv+/1i4lr5ONgbUltGwKhlGkbksH0RaMsZ6eFAOi+P/1YyxpaqDdonNOb5PXdX2HO+A9aPaO4wxR9eAJ7Cc1xIAX0vWs5zXcFifhR6jFsfUluWSOst+bFVfXu1QnwOyPizj4k8Oxt+t6nrJUNI7eAVVeflA/WkJLlUfVoXJpah2bhrLZM9/bZ3s+e9MH0kAznMgiwgz420PWJ/VyyTtvzApEyEhwvEqhIRMWC/erbIVoSgZA2B9+bSQrf7dATnbYf3C6XYYY3dC+brlzDWRZPPbojT95eJm3XH8tNh9EbfAOa9ijO2E8tVa1ocdjLGroUyn286gGWF7bLQcltSVaP53ZjvuQCvrac3/rTX/y15wtJj9CmzZViYUc4HabGuPC9uVnQvLC+YRJ9aJdWGbrshguR7srgXGWASUl/XrnNiG7Ho0LYMbsdyL+Zxz4fHmnB9kjBVA2R+X7l8Xsczsb1W/7tryEYCXoPhejIUScMftqC/Ay6A4oztCd4455yWMsYeg+NJdBuAyxtgOKKaoP0NR/mXXtjuwnKP/DKwHtGzR/O/J81qrY2qAbKzJVv8680y3Q5UzXf35EKxWEI5IhfXjjTd4D4qVx1D1g+coKAEr/uWc/+1MB24ey2TP/6NOjB/56gdZZ/rPgmIm7ipmxttszf+ya0q4/4R5aCapdmiTcDrKKm15AbRN3Bmv/nWU9NBjWauZEh7zRSgK0t9QnNnbQzGXqANFZu2XE1tFyhK62tmXXAvuOH5aHPVhqXc6eSpTEua9B2Xg2gPgdij24mlQBtxEWPcfkCuZzpofeMtsQvtlTvvS5OhhZES0SRnMbCtGUF4iKDfCmXPhzDq1OVdmzVEegPWl4nMoTsatoJiSJqrLrWq9I7MQT++jIyz3ojPjm8v3ryswxtpC8Q0AgF8ZYx1tFygvR3+o61zLGIvyhCxQomBaXubfhqLsNIdi1mw5xxbTXbsxh3P+EpTrwhI1tTUUU+V3oczYfunhGSZnz6v2meHppNa1OqZaVBNuEbV9ppsZEwHxuOgROOcboXzcjIISZMHygeFdYSN73DmW1fb572x7WR9SnDRBtB1v4zX/y64pj70jhjI0k1Q7tAN8goN1LfW2ikQxlJfseMhx1H9tuEX9uwdK9Cg7/ydmkA9HgzMKjKwdYP74Ga1Tmz5smQBFASiAcmzs7ImZJjdGgKE1b/lN8792sD2Xc77NgzJYtvUH57w2/j2hhOV+/ZBzbvgFljHm1RemWmC5F50Z38zcv64wVvP/JHWRkQwlotmnDtZzCcZYPKy+HbM554YzCYwx6Swm5/xzAJ+rvj4XQDGBuwyKifNQAL0YY50557luEl2Ls+dVW++p8+q2Y+oklhdZs8907fg7mXP+eu1F8hjvQYmKex8Uc79qWH2InMGdY1ltn/9+ca0aoFWM4qEEHTLCk++IIQvNJNUOS9hGwOpbI6Kt+jfXpnyf+tfRV73WDuprg8VxepmRgqTSTtLeYnfdQbKOEe44flrOEVWojpYt1Z/7ROsZYNmnlZKAFLJj45eowTdGqT+PQ286oDUlsfU/czeWbTXzsuNxQMIYS4YSOhZQoj6KCJRrMlf9W1d1UDaEKUmoLV/Yc0XrmYUxFgZzwUfGOl7FZVrDOjNb63PMOT/BOf+Cc34f57wtlC/31VBCgk+tjaASctW/rVSTKhFtNf/nilZyA249pg6o1TNd9UHOU396evytLYugXEsWf6gVnHOZSVkNHhjLZM9/i+UHIH7+12WMNXSyf1feIWqLdluya8qT74ghCylJtYBzfhpWm+orResxxhoAuFD9+atN9Rr1bz/GmOFMDGOsDpRQl57C8vCQTWfLXiAsUbCymAsZ7t10/LTIMshfDKut7xrJerbU9tj4K7MB1FX/f8nGDGAzrOZ315rsv0Lzv+zYfa/+TQHQ3+S2QgmtWaPhcVW/mo/wsBw155eZj/QE6O9n4RgA4CpBG3cxAErYc0AJwctkC4D/U9e9THVYt+DsdS/DmXPcGNYx0SU45x9CuccBJSedKzi7f5ZzFAe5L63lvFbBGjnQE3j0mNpgeb60ZYwZKjnqPTNE0oflmTrSgZIpw3KuanN/SuGcH4ASyt6CK6Z27h7LZM9/bR+y578zfRTAev94g99h/Zh8uWS94V6QJeQgJan2LFD/dmGMTRSs8yIUu10AmG9TZ4kCEwclzLERT6J2DuKOsISUvMTIxp4xlgPgUkn7xbB++XqDSUK5Ggz4tT1+WrozxkYbbDMOVlvzk1DyoDiL5dhcoH75su37QsjDkvsVjLEIxthTUBLkAUoOE13oUDVkrSX09WjGmPYF1ajPGMaYrTPsaVgH9nSI+R7WB87rDr7kgTGWzRgz6/8UDJyA1fxCFMr+BdiHdHc3eZr/ZedXiurXYJnFnM4Ys+tLfXm1pEfYJAioUFssM0IVkEfZs2CJ7BUJ64ws4Px1LyNX87/dOVbH0HkQmMszxjJU539DVJMyi2x5ovUEOLt/X0GZoQaAp40+ADLGOsDqb/IF5/yE7TpuJFfzv8vH1EUWw+rr96xghvwuKMFqRFjG36aSPmpgjBnNIljOren700lGQVG220BJoeAs7h7LrmaM9bYtVN9Hpqs/N4tSWqhMN3p/YYz1gZJkGgDec0d4c2dRg6z8qP68gzGWbbuO6js9xbaccAPuSLYUDAv0Cb8mQwm7KFuy1HbRUOLbcygP2CehTMsmq+t9pun3NcG2l2rWWQDFxCsZQEcAb6nllmzKuSb3b5WoPZRADZbtfwslwW0KFBO4p9X92qpZ5yKDPq7Q1O+H8vBrAWW2IhvKV5j3ATxj065Wxw/65IZ7AZRBySZvccgdCGvWbg5gokEfF2nqs23q+mvq/oDyxbmBum8PQrEf1x6b8Qb958JBUj+4kIRS0H6Gpv25sGZWtxz/fgAegTULu+V4NRf0FwklEhaHYk7xltpHGhQzneZQvmq9AuVlyCjp6hbNcesA5UNABOwTCneGNXHpUQD3QgkUUk891h2hKKJfQknSmGLTfiGcSCApO88mzpfleBvdT+Mt2zF7nh308a6mj+ehmCzVh+J38qlavlXS3tnjINvHhrAmV3wLSkCDKPX8hov6FGynt6avvVBeutKgZJMfrblmK6H4BRr1Ibz/nNh+ApT7mAP40oV2e9U260xe96vU9RYa9G2598qgKIgWZ/YBUNJBaM9xrk3b8VByoM0HMBLKWFUPSpLTIbAm5+QAhpk4Xs7u32jNdv6G4geVqspxC6wJyAshGIdMyJYLwVhQm2Pq6J40WPc5zb5/AeVZlgzl2TZHvd53y/qDNYE7V6+VK6EoVklQzNT6A3gUyoeurwzav6q2zYOSWy7Jcp5gkODWwf5Y5JhRi3NidJ27cyzbC2WWZ4p6jaVCee/YoVlnoEEfM9S60+qyQ21nuVZvhzV5eB6Mk8EulFx3Tl03DvroBGuC4v1Q7q00dcmBknOr5noCJZN12+JzAfxlgV5JcmZ5UdO2CZSv4bL1F0OTmdpm20lQHjiitu8AmKn+v8vk/q2yDCQGdeFQcjaItr8NyiBv+X2RYBtjoIRGduq4ueP4Qf/SeYWDfp4TyH2RZp1sg/q5kj4PQfmCJhyc4H0lydFSCuBNAEkO+qwDJeKQM33eYdB+kmT9bJt1L4A1K7psqQRQz6btQggeLq6cZxfPl+V458rGErPn2UEfaRoZjZZPoPnwUYvjINxHtX6xYPuG6zs4N9ep16Von84CuFrSXnj/ObHtcZr2o11o95SmXWtXr3vIlaS2AE5J+nledH7g/LPsKVePlYn7+l5YFWCj5RSAC83I4eDeXeXOY+ronjRYNwrKRx3Rtn7UHMdKQR9MladS0o9l+dSg/XlQFEKj9V26TzTtZtTinBhd5+4cy/pD/AyphsEzSu2j5pxD+fAnGocKAPQS9LFQct05dd3I+lDrx0quhVNQktBafo9x1z0V6guZ27kBrtjldobyBeMXKBdsBRS/js+hfK0bzTkvF7QvgPI19T4osypnoXwJ/A3ADZzzcah9ZCeLza+dDFyZOh6ubv9fKANrIZSvf49ASd551NEGOOfvQ/lq+Yza9gyUAScXwAooWcSfMmhXq+On4TQUZe4JKIpdCZTj+KPaxz2O9kGwXzdDmclYD+XcFEPJSTAHQEfu2ehvteUsgGNQzut7AG4D0JhzfpN63QnhnJ/hnI+A8qX1HShfqoqhnJsTUK7POQB6c85fNmg/D8oXr1VQzo0oMSs4579B+bI7BYo9/jF1O2ehfCH8EoqTeSZXfNlCFs75USgPxJehzLJUQPkqvxrABM75VZAcazcyAYoZy1+wzsSYgnP+AZSPDa9A+ZJboi47oOznOZxzZ8zgzGAxtSuBawkZtVG8agI4uHLdi+Ccb4GSamAhlHGwAso98S2AEZzzuyXNl0CZtXkBSgjwA1DG9LMA/lP77MkFEd6ckM2V+/pZKF/B34JyH5dCuVb+gWI10Ipz/rOovTup5TF1dVvlUJ6pN0GxZCiC8kz9E8DdUPy0LGbDhs90rjADyn3xApRnagEUpbNA/W2ZLRxl0H4zFB+rT6Hk56mwXcfXuHks2wPlPeIlKM+qMrWvZQD6GD2jDORZBsWS5iMox6wcyv3zJoB2nHNX/JndCuf8XSjH6mMo1hvlUGaV3oRyXWvzJHkz+l5Qwzg3/VwjvAhj7AsoXzm+4pyL7Hdl7f+CYhqxgXPezc3iEQRBEAThJIyxl6B8ONzMOQ+UaJR+hRooaqX6syk3Ec6eMTYDitniPs55tptE8zqMsU4ALP6aXbni70nUEppJCgBUJ1xLEjyXL3w1vG22+nOXZFWCIAiCIDyIGojBEt2OXmYJd2D5eF4G70bfC2pISfIDGGMJDjK3PwNrolZXosdYuAjWHAE+my4mCIIgiGCHMRYlizAI4H5YcyCZeaYTIYZRdF1NXUsAFneCZZzzMu9IFfy4I9wlUXvOA7CYMTYXSkjk/VDOTTso0/GWLwQfcM63OtOhmqU6HopDvCWnRyEUW1uCIAiCIDxDMoC/1Wf611B8ZAAl4edEKM78gPLR8luvS0cEIu8xxgqhpB/YBOV9Lg3AYAD/gxJoqRziVDKECUhJ8h+aQgn5OVtQvxrWnBLO8CH0ycWqAdzGPZuLgiAIgiAIJX3Bw+pixBYA13LOvRFkhQh8wqEkdxcleC8DMJZz/q/3RAp+SEnyD7ZAUYAuhRKmtAGU3BN5UL4YfABgsYnBtBLWKGTPcc49mdGcIAiCIAjl2T0eyjO9I5S8YnWgRFv9F0puxPlkFkW4wAwo105fABlQcnyVQbE8+hHAS5zzvT6TLkih6HYEQRAEQRAEQRAaKHADQRAEQRAEQRCEBlKSCIIgCIIgCIIgNJCSRBAEQRAEQRAEoYGUJIIgCIIgCIIgCA2kJBEEQRAEQRAEQWggJYkgCIIgCIIgCEIDKUkEQRAEQRAEQRAaSEkiCIIgCIIgCILQQEoSQRAEQRAEQRCEBlKSCIIgCIIgCIIgNJCSRBAEQRAEQRAEoYGUJIIgCIIgCIIgCA2kJBEEQRAEQRAEQWggJYkgCIIgCIIgCEIDKUkEQRAEQRAEQRAaSEkiCIIgCIIgCILQQEoSQRAEQRAEQRCEBlKSCIIgCIIgCIIgNJCSRBAEQRAEQRAEoYGUJIIgCIIgCIIgCA2kJBEEQRAEQRAEQWggJYkgCIIgCIIgCEIDKUkEQRAEQRAEQRAaSEkiCIIgCIIgCILQQEoSQRAEQRAEQRCEBlKSCIIgCIIgCIIgNJCSRBAEQRAEQRAEoYGUJIIgCIIgCIIgCA2kJBEEQRAEQRAEQWggJYkgCIIgCIIgCEIDKUkEQRAEQRAEQRAaSEkiCIIgCIIgCILQQEoSQRAEQRAEQRCEBlKSCIIgCIIgCIIgNJCSRBAEQRAEQRAEoYGUJIIgCIIgCIIgCA2kJBEEQRAEQRAEQWggJYkgCIIgCIIgCEIDKUkEQRAEQRAEQRAaSEkiCIIgCIIgCILQQEoSQRAEQRAEQRCEBlKSCIIgCIIgCIIgNJCSRBAEQRAEQRAEoYGUJIIgCIIgCIIgCA0RvhaAIAiCIAiCIAKFFozxEi9t6wjwHed8kJc2R2ggJYkgCIIgCIIgnKQEwM1e2tYMIMVLmyJsICWJIAiCIAiCIJyEgfxVQgE6xwRBEARBEARBEBpoJokgCIIgCIIgXIBmGYIfOscEQRAEQRAEQRAaSEkiCIIgCIIgCILQQOZ2BEEQBEEQBOEkFLghNKBzTBAEQRAEQRAEoYFmkgiCIAiCIAjCBWiWIfihc0wQBEEQBEEQBKGBZpIIgiAIgiAIwgVoliH4oXNMEARBEARBEAShgWaSCIIgCIIgCMJJKLpdaEDnmCAIgiAIgiAIQgPNJBEEQRAEQRCEC9AsQ/BD55ggCIIgCIIgCEIDzSQRBEEQBEEQhJOQT1JoQOeYIAiCIAiCIAhCA80kEQRBEARBEIQL0CxD8EPnmCAIgiAIgiAIQgPNJBEEQRAEQRCECzBfC0B4HJpJIgiCIAiCIAiC0EBKEkEQBEEQBEEQhAYytyMIgiAIgiAIJ2EAwn0tBOFxaCaJIAiCIAiCIAhCA80kEQRBEARBEIQL0CxD8EPnmCAIgiAIgiAIQgPNJBEEQRAEQRCEkzDQLEMoQOeYIAiCIAiCIAhCA80kEQRBEARBEIQL0CxD8EPnmCAIgiAIgiAIQgPNJBEEQRAEQRCEC9AsQ/BD55ggCIIgCIIgCEIDzSQRBEEQBEEQhJNQdLvQgM4xQRAEQRAEQRCEBppJIgiCIAiCIAgXoFmG4IfOMUEQBEEQBEEQhAaaSSIIgiAIgiAIJ2HqQgQ3NJNEEARBEARBEAShgZQkgiAIgiAIgiAIDWRuRxAEQRAEQRAuEO5rAQiPQzNJBEEQBEEQBEEQGmgmiSAIgiAIgiCchJLJhgZ0jgmCIAiCIAiCIDTQTBJBEARBEARBuADNMgQ/dI4JgiAIgiAIgiA00EwSQRAEQRAEQbgAzTIEP3SOCYIgCIIgCIIgNNBMEkEQBEEQBEE4CUW3Cw3oHBMEQRAEQRAEQWigmSSCIAiCIAiCcAGaZQh+6BwTBEEQBEEQBEFooJkkgiAIgiAIgnAS8kkKDegcEwRBEARBEARBaKCZJIIgCIIgCIJwAeZrAQiPQzNJBEEQBEEQBEEQGkhJIgiCIAiCIAiC0EDmdgRBEARBEAThAuG+FoDwODSTRBAEQRAEQRAEoYFmkgiCIAiCIAjCSSgEeGhA55ggCIIgCIIgCEIDzSQRBEEQBEEQhAvQLEPwI1eSqqu5qKqk1PjyyM+3/v/pp4tw//2TcPZsSU1ZdHQsZs16E8OG5ejanT5tvJ2CArF4RUXG5VoZnG0jqystFbeR1VVWulYOABUVyt+dOxdh9epJqKy0HruIiDj07z8PrVvrj12E5CyK6hISxG1kdXXrulYOACkprtelpYnbJCeU637v3LkTrc47T9wAQFx0NObddx9yLr7YvvLAAeNGhw6JO8zNFdcdPGhcLtoOABw9KqyqFtSVGJYqiC5zyeWK5QBuNyiPAfAwgMsM6iSXsrSu2sVywNwXnSgT/cVI2ojqjgF4E8A7AMpt6s4FsFHUX2SkeGOim0B2c7izDQA0bGhc3qiRuf4EN/yiVaswaepUlJw9W1MWGxODN196CTk33ijs7lS+8XPIzDhfWChuU1YmrhM9A2TjvDtZuXIRXnllEsrKrCNCVFQMmjZtj5dfXid8BsRILnRRnZk2ABAfb1yemGiuv7BSwegnO/GaE7Vz7160uugiw9XiYmIw74knkDNsmLw/0Qk281LgqE5CzuzZWLxypV35EzfcgGk5OfYNZC8MTpz4svJy9Bo3Dhu3brVbTXfsAPHLhOwlo04dSj9E+A0eVYRnz56mU5AAoKzsLJ5/fponNxsUrFs3TacgAUBlZQl+/52OnS0tW7bEJQMH1vwOD7O/rEvKyjDtzTe9KVbA0R/GSkUpgP/zsiyBRkMA38BeQQKAXO+KEpBMe/xxnYIEAGdLSzHt8cd9JFHg8M4703QKEgCUl5dix471KCs7K2gV2rRs2hQ9O3c2rCspLcW055/3skTmueDccw3Lp7/1Fv43fz44F37rNkV0VBSWzJkDxux1mUA7drXB4pPkjYXwHR49/ocP7xeU7zMsr6gwesUITYqKjI9dYaFxeagz+eabAQCRkZGoqjaej9h//Lg3RQo4GIxf8gFAPM9FWBDNO8pm/AiF/YJZ232iWVmihpMnRc8Ejs2bf/GqLIHEuKuuEtbtP3LEi5LUDpGSBABPffABpr76qtsVpWaNGwv7DKRjRxCOkFuwSKZ/IyKMDVnCNYHjMzIycfCgsUK0desGtG/fteZ3fv5hfPjhK5gy5Smb7UglFMhmri5cEPTebH+iw+dMf4mJmSgstD92iYmZdu3NzJ5HRzuWwZX+ZKYRsm2J2slm441MIIZceCGapKWh//nnY9X69dhnMFBnpqQY29SI7DPdbbcp609SJ1JcZKZzZtqUAmgEwOgR11DQVmYeZ+aTh6w/WZ3oa4+Zr0Cy7cgMYjIAGL3SZ8j6tNjXulIna+MtGy83k5mRIVSIVv+yBn369LErLykpARBn2MbdVk3uPqzu7C85uTHy8oxNef/441t06XKJyzKILjEzzzsAqKpyvY2sLkokiAsvDNcMHYrpc+bgpIGtf6bFnNTsDnuRdk2bIj4mBsUCM7+XP/sMZ8vL8fqddyJc9JJjwQUfgay0NOwzMAXPTEuzrm/G5yCAoFme4Mej5/ihh2YhJibWsO62267EqVMna36///7z+OyzN1FeLjH+DiF69ZqFiAj9CwBj4ejVa5aPJPJvIiIicMvVV+Pu66/HrClTEGejfcVFR2PW2LE+ki5wuB32fjcxAG7xgSyBxv8A2I52sQDIYMwxsx5+GLGCLyZXX30l9u/Xz5b89ttvePVVMgI9diwXVVVipXnjxm+9KE1gUS8pCS/OmGH/rIiJway77/aRVK4TER6O7uecI13nzeXLMe7pp1Ep0lZNMOv2242P3dSpbtsGQfgajypJV16Zg+eeexPp6Y3t6g4f3o+77hqNqqoq5OefwtKlb6CgIA+rVn3uSZEChjZtcjBw4DwkJmYBYEhIyESHDrejVatrfC2a33L39dejfatWyBkyBPMeeQRZjRqBMYasRo0w7/bbkdOvn69F9HsugxKkoREU87tG6u9LfSlUgHAlgOcANIZy7Bqrv6/1pVABQs5VV+HNl15C4/R0u7oTJ05g5MgR6syRwvPPP4e5c99AtcC0NlRo2DAbr7yyGRkZrQzrDxzYhmPHjK05CCBnxAjMe+IJZKWnK8+K9HR94IEAQWZyZ2HRihUY9fjjKJfNRLtAzuDBmDd9uv45O3MmcoYOdUv/gQD5JAU/TGqrWl4urCwXxI0SRan7998/MXToBSgr008J33rr/xAdHY0XX3wUANC9+0C89toPNfVmLJTMWEIB4uhGZiIbOapzJ2bM40TRhgAg1njyD4A4Gp0sul39+uK61FTj8sb2enUNUUWnjCtk/guyyHKiSHWy6HaybYnq9u4Vt5FEtysVXEiSS1noByPzj3FkimeEN83tZIY0ogeJmeh2xgZcjvsTWYjKLEdl2zIVqU4UdU52Q/lBdDtt+bYdO9D9kktQaDNYX3vtKCxatBh79uxB69YtwTnHRx99jYEDB9t1Z8ZS9qwkxkFxsbjOjEWRu62NqqtL8eKLN2D16g/s6u68cy4uu2ySXbkZE2nZs0HWn5kgZ7L+okSjizfD14rqvBzdDgC+Wb8el02f7tS6l/XogU8eewyxRifZnaEQAXMnPjk5IKLbtWaMz/PSti4CNnLOuzpckXA7cgNeydt3pWAcEM3mnntuJzzyyBuYNm28rvz1159EbKz1jX3duh+xZ89epKc3BSAfb0QfRMyOeSJlyN0hwM18yJFFCpYhksHsrLuZcVwmuynTcjOhV2WarrtPvJsfxiJlw0z4bTNhuWV1Zvvzh69jZvyYzChq0n2V3RzujMNs1rFS9FZstj8nbvg2bdti0fz5GH7ddTrn8I8++hDt23fEgQMHasrnz38NffvaK0lmcKMlEgDvul1ERcXg3nvfR1paM3z0kd4ke8OGbw2VJMJDmHGkriU927Vzet2v167F0AcfxBezZiEhzuYzjZkHci3v90DFEt2OCG68eo5HjBiHa6+91a787Fn9Z7qvvlrgLZEIgiAIP2PY4MF4wuDL+PTpD+Htt+fX/P7xx+XYvz/Xi5L5L2FhYRg79gnceecChIdbX0L//PNHihwb5NRNSEDb7Gyn1/9p0yZcet99KJDNvBEBCWNsNGPsF8ZYAWOsiDG2gTF2G2PM1Ps+Y2wQY+x7xtgpxlgJY2wzY2waY0wSkgtgjHVnjH3GGDvOGCtljO1kjD3DGEsSrN+aMXYXY+xbxtgRxliFug+/M8amOtqep/C6Ivzggy+gffvu0nWWL38blUES/YQgCIJwnYfuuQdXjxihK+Oco0wz88s5x/vve8voJTC45JIbMHPmN4iLqwMAKCkpxLZtv/tYKsLTXNC2rbS+e5s2WDpjBr5/9ln8/tprmHfvvYa5jgjnYV5anJaHsVcBLALQFcAvAH4A0ApKqsNPXFWUGGP3Q0kB2B/AJig55xsAeALAKsaYocU4Y+w6AGsAjADwH4AvoFir3wdgA2OsgUGzFQCeB9AXwC4An0DJw94RwAsAfmeMJbsivzvwuJLEOcfBg/uwfPlSvPDCQ5g8eSj27t0ubXPy5GGsW0dReQiCIEIVxhjefu01tG/fQbre4sULdIoTAXTqNBBz5qxBamoTAIrJHRHcOAresGnnTrRr2hQXd+uGHm3bom3Tpqgjc04mAgrG2JUAJkNJa9iecz6Uc34FgJYAtgG4AsAUF/rrCmA2FFfmXpzzgZzzqwE0A/AzgB4A7MItM8YaA1gARb8bwTnvzTm/FkBzAB8BaAFgrsEmdwCYCCCVc96Hc34d57w/gDYAtgDoBEVZ8ipSw9BqiQ7lrM9iaWkpXnnlGbz//msuCfb55/PRpctQqV236Lkoa2PGh0jWRubsayY3hMhUV2YvL3NR8AenYhmi/Q2TebS4e6fM9GfGWU5yEs349pjxSTKbh8gfYojJvuiI6tztQ2TGX0k6yJrxLzLjPW/W8VrkwW+2PyfkO3v2LDZs3Ijf167F2j/+wOHDkgAqAE6ePI6vvvoUI0ZcV1PmzfHNX40esrPPw/PPr8PMmUOxYcO3uOGGpxw3CnS86R8jauejC8J2JikjNRWHTpyo+V1RWYn73nwTnz/9tLgTM8eolvc74TYeUv8+wDnfaSnknB9jjN0KYBWABxljr3DOnXmkPwhF0Xmac75O018RY2wCgJ0AJjPGZnLO8zXtpkLJfvE25/wLTbtKxtgkAIMBjGCMncs536qpH2AkBOc8lzF2C5SZsWsYYzdxzr1mP+zxmaSYmFjMnPkq5s9fjuRkoxk2Y9au/Qp5eZS5mSAIIlQoLS3FxJtvxoUDBuCBadPw2Rdf4OTJkw7bvfvu616QLvBITm6EZ59djdTUTHqeBjktGzdGSpLi7pGWnIz1c+eieUaGbp0vfv0VKzdu9IV4QQcDEO6lxaEsyuxNFyhxnj62reecrwZwCEAalBkgR/1FQVFmAMV8z7a/PQB+h2JCd5lN9QhJuzMAvrRZzxn+VP/GAJDES3Y/XvNJ6tfvMnz00b/o08e5GPrV1VX47ruFnhWKIAiCcBo2ZoyyXHqpeOnQQbzYvLTZEhMTg0XvvIPF776LevXqOS3XunW/YNu2f2u7e0FJbGwCHnnkU0REmAyRSgQEjLGa2aS5d92FRvXrY84t9mnA73r5ZVS5O5Qj4Ws6qX+3cM5F9k3rbdaV0RpKhopTnPPdzvbHGKsDxaxOW18bOSy0VP+WAxDkgPEMXg3ckJzcAC+8sAz/+98biI6WmIyofPPNgpBPFkgQBOEL2AMPWJUidXFLvxkZusWunjFcd+212LxpEy4bNMjpfmk2SUx4eDiSkgQ5qoig4YJzz8XYiy/G5RdcAAAY0acP+nbsqFvn7127sPDrr30gXfDhR8lkm6p/ZZmj99us60x/+yXrGPWXrf7NV2eNaiuHhQfVv19xzr3qgOr1YPWMMVx55c3o0uUiTJ+eg23bxFO/hw/vxubNq9G+fT8vSkgQBBEcsA/sk4v6G45ml5xl6dL3MG3a00hISHRLfwQRaAzt2ROThlqtdRhjeOG229Bl0iRdzrHpb76Ja/r3RyIFbggUUhhjGzS/53Guy2Vryc4rSXtdk3/emQHSbH/ulgOMsfEAroUSQOJ/zrRxJ1IlyYxvusxnUdsmI6M15s37DfPnz8S77z6lu4G1fPPNm2jZ0lhJMpPw2kydmeAMjrYlQnT8ZH6TsuS0fuZb6h7MBFqQHSR3ZyU2cWGaCZpgZo7Vm8EZzExTmw2a4M7EsLJBMcpEXYQsYazsJcWB0zP75huJNO6FL12qL0iRzEqkpYnr6tat+Zc1bFg7oWwoLi7Cxx+/j+uvv9XUUOAvwWxEuDu+gD/gD8dViuzgmXlYe5i2LVrYydHp3HMx/rLL8Pby5TVVR/Py8PQHH+AJW3M8SibrEl40xTrJOe/qvc35B4yxAVAi4XEAN3POd3hbBp9eqZGRUbj11lno2XMQHn30ehw7Zj9T+McfS1FYmIfERK/6ahEEQfgc9tdf9oVGZU7CH37YvlCmrDRqZHpbDmU5dsz6Q6J0nSkKQ1KSc9lCpk+fjOnTJwMAtmwx/vBGEKHGrEmTsOSnn1Cs+eL73OLFmDRiBDJlHzWIQMEyOyObGrTM8hR6sD+3ycEY6w1rfqU7OOfvy9b3FH6hznfs2Aevv/43Xn31dqxYoT8OlZXl+PXXRRg8+A4fSUcQBOE52NGjxhWicgP4YDUQUePGxisE+ItQQYFV4dm16z/ccss4rF+/VtqmbVu9YkVKExGqNEpJwYNjxuDhN9+sKSstK8ODr76KxY8/7kPJAhcGLzv1y8lV/2ZJ1mlis64z/WW62J9lpqMuY6yOwC/JoRyMsQsAfA1F2bqfc/6KA3k9ht+c4/j4JNx//3t46KEPEB+fpKv76ac3heZ4BEEQgQarqFAWFxQhW/jgwTVLKNGiRSt8992vmDFjNqKiZAaQemyVJoIIJe4eNQqNG+jTsHzw/fdY+y9FhQwCLCGy2zLGRFHRutmsK2M7gLMAkhljzQXrnG/bH+e8AIAlGl43uxaCdloYYz0AfAvFZ2k653yOE/J6DOlMkplErjJXDVlSdEu7Hj1GoXnzC/Dii2OxefNqAMCBA5uxbdsfaN68u1PbcrcriUxud+coNeNDZMZs2qz7jpn+TOHuAytzHjOT9dfMtiQH1t2+QmbamPUHMoOZ/mSDlajOjA+RmTaiukhAfkMZwFuq0U7NzAolJLhWDgCJEv9ZUTJZWX8mkkuWV4qvCONbLRxTpjyA88+/DPfdNw5btlift5GRkfjuu4OoX78BOnTQK0ZaRWnt2uD58BYkLh46ZENsVIwbfWfc7W/jL9jIF5eQgNm33YYxjz6qK7/rpZfw29tvgzHmtWNULXkC+M2XeyfwF1k55wcYY5sAdAZwNYB3tfWMsb4AGgM4CiW/kaP+yhlj3wAYCSAHwGM2/TUD0BNKSO7lNs2/AHC32m6FTbs6AIapPz+z3S5j7HwA30FRkGZwzmc5ktXT+Ms51pGamonHHluBceOeRni44vS8evV8H0tFEARhTD0oCpHt4gjesqXdQjhP69bt8MknazFlyiMID1fSLlZUVODzz98CAPz9N69ZbOnRg6FHD5pdIkKH6y65BOeruZQsrP33X3z43Xc+kohwI0+pf59mjNVE8GCMNQDwmvpzNue8WlN3O2NsO2NMp1RZ1oUSMOEBVXmxtEkA8BYU/eE1znm+TbsXocxCjWOMXa5pFwElCEMdAJ9zzrdqGzHGugL4Xq1/nHM+09kd9yR+qSQBSl6HkSPvxyOPrEWjRudg7doPcPasM/5mBEEQnqGeYHEVXrcuuCbSG2GeqKgoTJ06E598shYtWrQBAHzyyRt2CTNlyhJBhAJhYWF44Z577MofePllnDUTjjeEsfgk+UmeJHDOPwHwOoA0AP8yxr5kjH0KYCeAcwF8DuD/bJqlQEkca+d7xDlfDyU/URyA3xhj3zPGlkAxp+sLYB2AaQbtDgCYCEXB+pwx9jNj7EMAuwCMUv/ebLAL3wNIApAPIJMxtlCweDXhm98qSRaysztj5syN6N17PP74Y4mvxSEIIoTIsFlcoUJdLAqRdiHcT/v2XbFs2SbceOO9OHJkP3791ThE+tq13M7UrkcPhr59SVkigp8LOnTAtZdcois7cOwYnl+0yEcSEe6Ccz4ZipnbJiiKzKVQlJLbAVzJOZf4HRj29wyAwQBWQvExGgbgJIDpAPpyzksE7T4A0AvAMgBtAFwBoBLAHABdOefHDZpZvjfWBTBOskhsvd0PkwVEOHYMwspiQaqoEyfEGysoENedPu24zalT+5GcbFV4RW1EsgFAUZHrdWZ9nNzpkyQz+5W5AIjSsMjcEGTvcCJ3CFnaFJFrhay/9JRycaODB43Lc3PFbczUibbjqD9RuwMHhE1KJBeS4SgkKQcAUW+yb4UytzLJ2RAi84syk9dI5g8kuj0kt4ZdXRPDtRxjGW7iRDeizIcoNVVcJ2on609UZzbMt+jGlt3wsjrB4HKmVHx2zYzZv/zyK3788WPcd99LdnW2t1qvXnrlaMUK+8eeu10kzeDNVDUiV7RYkUs4TLmimXZti4sRjC6yB7LoYpGdKNnFJ2pndkbGWxdMTAz2HT6M1kOGoKzcOrLHx8Zi1w8/IM1oTDJ7ogT3e0mpeKSPi0NAfK1oyxj/0Evbag9sDMU8Sf6A388kadEqSARBELWliWYRkadZig0Wwv/o1Kk3pkyZ7VRU1DVrONassa43YEBAvKMRhGmy0tNx97hxurLis2cx/cUXfSMQQfgpAaUkEQRB1IaWmkWkGOXZLERgEhMTq0TscpIVK3jNLNKAAYyUJSKoeeimm9Cwfn1d2VtLl+Kvbdt8JFHgwby0EL6DlCSC8GNOgV7U3YFFMRJxQLMQoY3W3I4UJSJYSYyPxxN33KEr45zj7qeeoryUBKEiDfQvSy0jMruVtfFW3iVZm7NnxXXuzrvkYnoUaZtISTxhmW256BjJbMvdbX9v5jj4BW5P/iRG9LWiHhQvzGwo4WBa1bI/s7mQzGQEkfkkifoz65NkW+cokPYBiP2VZH5McbJORc58Mic/M749Jnx+pDLI/A1E7WRtJHXlgrNoZlyW1ZnJ9aZlxQquU5C8OBR4Lf2Ov6f5kSHKsxNmxjnLbBJCd7bxBE44o024+mq8sngx/tmxo6Zs5bp1WPbLLxiuDe5g0iladJ68eT8RRG2gmSSC8GPCATwJwBIqZhSA1YA4okoIozWls+UAaLaIcA2t6d2QITSjRAQf4eHheP6hh+zK7501C+XlZsL1hA4MyvPZGwvhO0hJIgg/pzWAu9T/VwC4CsBFAJYAEEwUhgxt1cVIMdoJUoqI2qE1vSNFiQhGBvTsiWH9+unKduXm4tV3jfKLEkRoQUoSQQQAd0BRlixsBXAfgAsAvITQ8ltqq1ls2alZCMIdGIUEJ4hg4tkHHkCEjUndYy+9hDxRnhUCgH8lkyU8g9R41owtuDdzCplJUyDy0ZG1c/c+yTBjziyTwYwZttk6M2j7O306D/XqqdF2/MGu290yyBzLJCcxDEAsFGVoMPSmdicBPA/gVQAjoaS5bg3xwOruoyobwGU+SSL/Ill/bSR1otkimQ+RyJJe6ncky2skqpO1MeOTZMbHSdbGjL+SpE11jPgIlgrSzpgZlwHxeGTGN9aZsW3IEIbly0lpchcy3zFZ+h1TmEkY5e8+SW5KkNWqZUvcNmYMXlq4sKYs/8wZzHjpJbzyxBOmj5HonpL5INapI64jCG9DSirhN+zYsRk33TQCu3Zt97Uofkk3ADcK6sqg+C0NBDAGwC8IfL+lNjaLLbs1C0EQBGGeR6ZMQT2bjx+vv/sutu/a5RuB/BwGmkkKBej4E35Djx59UVZWhksuOQ+3Tp6Mo0eP+lokv2MagAwH66wGMB7KrFMg+i2JlCILpBgR3kY7e0S+SYQ/4a5w3cl162LG3XfryqqqqnDvY4+5pX+CCERISSL8ivvvfxJVVVV4Y+5ctGjVCjNmzkRRkcBGJwRJBPCsk+vuBPAQgN5QTPVOekooN9EWYuVoG0g5InwLmdn5P7+vXYt9+/b5Wgyv8ubHH7utr1vHjkXr5s11ZctXrMAPK1e6bRvBBM0kBT9S41kzuW/M+u+40x/IH2QA3OuTJDMJNuPqYjaPiKhO1p/MP8CW887rhMsvH4Vlyz5EcXExZj72GN6YOxczHnkEEydORGRkpPtty91tdx4uCNopKof8RrStuwxKhLtPJG20nALwMoC5AIYBmADjfEtmciiZHcCjADR3sM5em98yFwWRj5MZnySkpYkbyfyLRO1k/ZnxSZL1V7++cbm7/aIkuZBk3zREdbI2ZsZfd+d6k+Et31NvDm+iZ4o33W3MHNcWrVujbbt2eP7ZZ5GTkwPGnJj183efJAf9fbpiBcqqqjDl+uudayfpLzImBs/OmIFhNn3d/cgj+PP33+2COwBAdYQ4g50ZH0SC8CdISSX8jrvvfgzhGoXi2LFjuPW229CuQwd8/vnnlA0cwGwoiWZdpQq+Nb+zmNIZKUi7oShGloUg/BUyufNPUlNT0e+ii3D9uHG4bvRonA6B6Gwts7Nx56xZ+OTbb93S35CLL8aAPn10ZZu3bsWCd95xS//BBM0kBT90/Am/o2nTlrhx4kS78h07duCKK69En6uuwu8bN/pAMv8hFcBMJ9fNAPAggLUAngHQzlNCCaDgC0SwQCZ3/s9NNyrhbT5asgTtOnTAihUrfCyRZ2mVnQ3OOcbcdx9+Xr++1v0xxvD8zJkIC9O/Hj782GMoKCiodf8EEUiQkkT4JY88/DBiBDFg12zYgAtGjsRVt9yC//bs8bJk/sNVAPo6sV4sgCEAkj0rjg6ZYgSQYkQQhGfo378/mjZtCgA4dOgQBl5yCe6+5x6Uyuw2A5iWWVkAgLLycgyfPBlbdtY+S1z7tm0xcfRoXdmJkyfx5Jw5te47WKDodqEBk5ku/fOPOIpwfr5r5Y7qTgq8ys30J2tjxl7e332SJO4BZtKcSF0UzLhdNG7sel12NvDQQw/imWeeFjcGEBERgZvHjMEjd92FBrITf0CUSQdAbq5xucwB+OBB1+sk0fqqT5wQ1okusVIA+6AEZigRSwMAqA/gHZifRRJdyrYDeFMH/ViOqJk8STL/IlF/UbJkK6KbwF98kkTtRH5HgFg+2XZkOY/qGqvWsnFUdhuKxkt/8EmSoW0zfLhiavfFF+ZnlbzpBiOqi44WtxH5JMluJ5kMonYyGWJjXe8vKkLJzvbkU09h2vTpurrzzj0Xi956C+3b2YyCsgvCzAPerDIm6s/BBbFn/34079ev5nfjtDT8/sknaNykiXED2UnU1B07fhwtO3dGYWFhTVlUVBS2/f03mjVrVlNWLhx9xfe1bIxo1gwBYcvanjH+pZe2lQ1s5Jx39dLmCA2kpBJ+y/33P4CkpCTpOpWVlXh14UI0v+ACPPHuuyiWZakLQrIA/M+J9fKgzDwtd/P2m9ostuyzWQgikLEoSIR/M2H8eJ1fK6D41XS78EI8++KLqK6WpboOLDLT05WARioHjx7F4BtuQH4tTeMaNmiA/9mEBC8vL8cD06bVqt9ggmaSgh86/oTfUq9ePdx//wNOrVtUXIyHFyxAy5wcvPnll6g0G6oqAJkEoJNNWT/Y39ylACYDeB21SzTbXLMYYQm8QEoREazUZhaJ8DyNGjXCsKFD7crLy8tx37RpGDhkCA7IrAECiIiICDTPzNSVbf7vP4yYNKnWJoZTJ09Gtk3fn3z6KX5ds6ZW/RJEoEBKEuHXTJlyB9Jk5ko2HMnLw6Rnn0X7G27A6r/+8pxgfkQ4lDxIWqOMpwC8CyDeYP3ZAB4AIInabohMMQIoKh1BEP6DJYCDESt//hntzj8fHyxZUlPGkpLsl4YNdYu/0jI7265s9dq1GHv33bWaNYuJicHTM+1DBN11331BNRtnFualhfAdpCQRfk18fDymT3/E6fXTkpNx6/Dh+L+pU9HrvPM8KJl/0RbAHer/GQAyAQwA8AWARgbrfwRgHABHBhlZ6uJo1oiUI4Ig/IlLL70UTUR+OQAKCgowesKEGoXIGXRKU0aGbvElrQyUJAD4ePly3P3447VKm3H1FVeg1wUX6Mo2bNyIRR98YLpPgggUTCeTFdXJXEL8IZmsGfnMBm6QJVgVYSaJn5m8prJgD+4+5mb8YrVtxo2biOeeexZ798oj2b1099247aqr7GzRAcgz7nrLS1nSX5ikLkpwkGwP6wMAlgHoCsDiD90JwPcAcgD8Y7P+GgBXA3gfilJlQfa99IjNbzMJaAFxoAXZgCQL3IDERONyM0EOZDOXsognoigkZpK/AuaCMIjqZMEZEuoI60QO1mYC4ADmAjeY9as3058MV/2RvJlT1B/yoXoz0ayIas2ow8LDMGHCDXjsMWeTJdQOI0WJy4L/OIsTB7Zlc/Ec/0tvvYXGTZrg3smTHfdnUMcAPPf8i+jR43xd+UMPP4wRV10DziXJZE28LwQKDIoVBxHc0EwS4fdERUVhxozHHa43Y/58/Ls7dANLxwB4GUAfm/J0AF8CGGTQZgeAwVAUI8tiyzEoypGtgkQQoYJWQSJ/pMAgPJy5pCAxxnDvlCkoPX4cvKBAWfLyxMuxY477zMqqWTxJq6byuKL3zZyJxUuXmu6/W7duyMkZoys7dOgQnnvuWdN9EkQgQEoSERBcc80otGvXXrrO6TNnMPD22/GPG/JEBCq9AFxrUJ4AxUfpJoM6o+j7xzQLQRBEoBAezhAe7ronB+ccz77yCs7v3x+bt251rs2xY3aLCE8qSy0dKEkAMP7OO7Hi559Nb2PWrCcRaxOXfc6cZ3D48CHTfRKEv0NKEhEQhIWF4fHHn9KVpTVogPg4vRFWXkEBBtx+OzaH8IySyLAwHMATDto+DECczYkgQhuaRfJfoqPtlaOqKo6lSz9zqZ8dO3fi9vvuw779+03Jwfft0y22eEJRSm/YEHGyxFIAKioqcMWECfjr339NbaNJkya45557dWUlJSV47DFnklAEJxQCPPiRJpP97Tf3JpMVJYx1d39mEx36czJZJ/O/2SHyPTKZW9KU24XZZLK2cM4xePCF+P33XwEA0++5BwP79sVlo0ahpESfTjW1Xj2smjcP51qS3okSxgLi5K9m2gDipLGShLGyRLMoLjYsLpc4vWkvPaMIdzLGAXgOemVLFMdIZi0vG9xFl2yYzHdM5r8j8kky418ku2BlN4fIeVuWgNZMMlkTmaBLKsV+A5pckXaIUq3Ixj0zPknuzr9ppo1o7DVrauduHyJ3+6XKbjUzzyEzbpoi2QDnk8lGR9vPGlVVWc9TRUUFsrMzcVQyxjZKS8Oj//sfunXujHbnnWfNO2TmwpS0sfVb4odqOQujOegd+vXDP07MgKU1bIjff/gB2UbKmuCFobxSGc2Liopw3nmtcOSI3vj6xx/Xo1Mn+1ynZpLJtm8fGAHdOjDGv/fSttIomazPICWVCBgYY3j0Uets0rVXXIG+vXrhq8WL7cwATpw+jf633ILte0Mz7lq8ZrGlQF1+heKvZMs7UAI61C4VIUEEFzSL5H/YKkhVVVynIAFAZGQkxo+fIO3nyNGjqJOYiM6dOukSs7obW6XInVHxWkmCN2g5euwYBl15JfJOnXJ5GwkJCXjssSftyqdPv6tWEfQCEQaaSQoFPH7816xZhDvvzEZOThhmzMjGhg2LPL3JoOHMmUXYuzcbO3eGYfv2bJw+TceuZ8/eGHrppTi3dWuc16YNAKBfnz74ctEixERH69Y9lpeHNlddhYxLL8WiWthiBwrRmsWWYnXRKj7tAKwAYOTptRJKxLtzACwxqCeMWbR+PbIffhhht9+O7IcfxqL1630tUsCwcuUijB+fjaFDwzB+fDZWrvT9eGeZRfJ3Ben77xdh5Mhs9O4dhpEjs/H9974/dp4kOprpFKSyMo6yMvE5uuGGiQ77HD1hAtKbNcOijz5yi4wi+KFDOmXJXYpSK4vVhBPs2LkTw669Fmdl4X4FjBkzFp06ddaVrV37K1q1aoBPPgnu644IPTyqJK1Zswjz50/CyZP7AHCcPr0PH3xwEylKTnDmzCIcPz4JlZXKsauo2IdDhyaRogRg1rRpuG7kSF3ZgL598cVzzyE6yt6s6PDJk5j0xhtBqSg5oxgZG+sppAP4BkqEOyOOQMm/9HEtZAwVFq1fj0mLF2Pf6dPgAPadPo1Jixdj0S+/+Fo0v2flykV45ZVJOHFiHzjnOHFiH15++SafKkqBoiD98MMizJ49CceOKcfu2LF9mD17UtAqSklJ+tkjmXJkoXnz5hjYv3/N79jYWFzQs6fdekeOHcOk227zuKIEwO2KUksHSlL7tm2xatkyfPfpp1j24Ye4+7bbcPDwYZe3ExYWhjlzXrArP3XqJKZOnRRSihLNJAU/Up+kn3923SdJ6yd0//3ZyMuzd1ysVy8L06fnCttpOX1aKJ7QXt5MG8C/fJIOHWqE6mp7G+qIiCw0bZqrK3O3T5IZNwmzPkmiZ4MgNx4AoGFiCUpLSxFju+O5ufj2l18w+JZbDNtlpaYi9+237StEduEynySZD5Go7ogkiHZenrjOwGmEyYy6AVQJykWXZBWUPEuvCOozARiFwpBm8JCZrYj8auIlHlQy3x5Rf2Yu9IaSTFEaGaqqq7H1yBG0Uy/irGnTsN9gIMtKS0PuF1/gTFER4mNj9Xm8TPgXVddNFjYx49tpJueRu8fEiROz1Y9pelJSsjB3bq6wPzO56ETYXq5XXqm8jC9dyr2ah8iRT1LfvgyrV1sfzVdfnYXjx+2DDKSlZeHzz3OF25H5/LjbL8pdPklaBam42P71RPYs/GTJh7j2uusAALffdhsenj4d6Y0bo6rKfrTMysxE7s6dbvdJMoIJxpuaSHlOXmC//fEHeg0Wfe5S+HvNGrTvKnZtqY4w9l002qWUlHicPVtiV56RkYU//sgFIB4/ZO9o3bsHhk9SR8b4Ci9tK4V8knyGR9O/GSlIAHD6tBsSrAU5RgoSAFRWmou4E2zYKUgqg/rYZgmyYvQCG0jIFCNu84ZX7eLbYziA5yFWkg641FtoEB4WhnFvv41z0tIwc9gw4fW17+hRPDJ3Ln744w/8vmCBl6UMDIwUJADIy/PNeGdRkHzJgAFiGfr2dSzf0aP70KMHw9q1/j0T5iyOFCRHDB8+HCkpKTh9+jTuuftuNGjQwFBBAoD9B7w34vFjxwwVJW0Zl31EU9HOJIWHh+P+O+/EU88/r1vn6RdfxKL336+FtFaMFCQAOHw4NN5RLD5JRHDjUSWpfv0sQ0UpMVEy7UAAABhLAef2L10REZk+kCawyGrUCPsMZm0yZbMKfgpz8LC2VY5qSyYAo0dcE7duJXi45Nxz8fR332HJxo2Ii45GSVmZ3TqMMTz+1lt4aNw4H0gYGKSkZBkqSsnJ3r/ytArS0qWeUTAuvdR7SliPHvptBaLSpFWQCgrMyR8dHY1xY8fi+PHjyFZNFbIyMw1DfWc28e51J1KULDA1sqdMWUqpXx91k5KQX1CAZx97DHfedhu+/uEH/K0J+f3h0qV44vHH0dSJvEqOaNIkCwcO2N+z6en0jkIEDx5VhK+4YhYiIuy/+KektPDkZoOCOnUeNiiNRf36s7wuS6Axa+pUxNnMNMVFR2PW2LE+ksgcMgWJ163rdgUJUPIoxdmUxcFxfqVQZVDbtgAU0zsjBQlATdSnkf36eU2uQGPUqFkID7e/ni+88HofSKPgTgVpyBCmW8yyejWvWczSowdDjx4MHTooSyBhVkGycNONN+L+++6r+T1r1izE2eTai4uLw6zHHqvVdszgTFJaVr9+jcJkV8cYWjZrhtFXXYU7b74ZjDE8MHWqbp3q6mo89+KLbpF35sxZiI3VH7vY2Dg8+GDovKOQT1LwI51JkpnWioKiaG3Ou3XLQXU18M47N6Cqqrym/MCB9cjLO4n4+BTDdloE7x1S+cy0AcT27b7wSYqKugOMPQbOLV+OkpCU9CrCwnKkPgSi/mwxu0+iOlmQHFl/onMlO4dIFRieq4pRzlVXAZGRmPbss9h/5AgyGzXCrBtuQM7FF0vb2SHzjxE5e8nq6tUTt6mqApMk+eNGTloSJSlMcDFHyU5GZCSuBxBWXo5p5eXYzzkyGcOsqCjkGATEACA/RjIHAZEvjijfEWAuuZfMWa6WPkkAcEFGBhJefx1FDqJENUlPR5eBAwFm81Iq2SdRbqOTkhRdZvKSmMl5JBvbzLhxdOuWg7y84/jgg7t15cXFRS6NdxbM+AlFRorN7GT7a7sts0rQihXcsD/RdtassSoMd97ZHxs2rKz5HRMTh19/LQLTXG9duhjLZVGUtmyx9udun6TaYBuoQYbsPEVFAK1bt9aV5YweDVRVYdojj2D/gQPIbNIEsx57DDmq75LXHM4AO+FrZo3UNiwpqaaO1a8PbuBgfc3IkZh8441gkZFATAyuHjUK0x5/HHs1/rULFi7EI48+igYNGjgSoQaje3r48BxUVACPPTYNhw/vR3p6Ju6/fxYuvzynph9RfwIrR4LwOzxqbgcA3bvnoKqqAu+8Y81TUFlZhk2b3kafPvdJWhJRUZegrOwDAEBq6iZERDgf4jPUyRk+HDnDh1sLZMlffQhbuVJYx9u1U/6RZfv0ADkypYjQERUZiQEdO+KL33+XrnfF4MG6F1bCnkGD7sKaNe9i//6/aso2bvwMo0e/4JVjVxszO2cVo+++kytCZunX7wqdklRaWoLjxw+hYUNr1JyNG/X7ZKs0tW1r/b1jh/+Z5NV2FklEznXXWZUiP8aiFFmUJctfrbJ0z5QpunslIiIC9951F267886astLSUrzyf/+Hx90wW3bVVTkYNCin1v0EIuSTFBp45Rx37Xot4uL0X9H/+OMNVFdXe2PzAUtkZC/1bx9SkIIMtnKlUEHi7dpZFSTC7xkkiRZl4YpBg7wgSeDTpcsVut95efuxb9+fXpXBFQXpyivl5nPffcd1i6do0cJ+vNi1SzwzDSgzR5bFltatGVq3JqXeH7GdQdLNMBl8TJgwbhxSbWbA/+/VV1Ho5Y9vBBGIeHwmCQCiomLRq9cN+OGH52rKTp3ag127vkerVvTyICIysjcAIDqaHL6DAaFS1K+fOAY+4fdc6kBJSklORu/zz/eSNIFNly5X4LPPHtWVbdjwKbKzOwtauIecHGu4b0eITPKWL9e39ZT5mRFGStLOnf+gVy95SGgLWkVJO6NkUZTcMbOUkeFMRD7/m8HyR4xmlYzM7wAlJ9Sdt9+O6Y9a76v8/Hy8OX8+7r7rLs8LG8TQTFLwIx3GZfa9IptSkT169+636JQkAFi79jU0azZI2k4mg8gNwKyfkMgPxqz/jpkcHlo3E87PA2NpAK6Wbkf2MBbloTDjhwCIj7lZPzBRnaxNSanx0BQn8xMyk0xK5h9TLEnRatAfM8rPBIAPG6b8I7swRSfRTOAG2YGVHSMRZn2SRDmPZOdQ5l9kxidJ1EaW2MugTdPGjdG6aVPs2LvXsMmw4VegOi0T5QZ13soDJ7unzdyfssvVjC+mhbp1z0NKSnOcPGnNyrVhw2cYOtS10CGuXMrjxikv7x9+yIVjtsxfyVY5cgYzbiuynEIpKfWRmpqOEyesyUF37/5X11dVVRXKy8tqnO1F29mxQ8kL1by5Xlnavdv1fFHOKEZa0tI8N3tVLXilDTOrzYoudC8m1eLqc4jFx1vN7yzPJk27ybfdhtlz5qBIMxA89/zzuHXy7YiOtqYiF93vsncZM2NBbcYIgvAmXlOEU1NboEWLS3Vl//33FU6fzvWWCAEHY+GIjn4GjNXxtSiEi7C339YtWviwYTULERwM6tVLWHf55VcI6wg9jDF07DhSV3bkyFYcO/afR7ZnUZBkjBrFDBWkpUu5x0KEm6FlS/1sktbc7sSJI7j55otx+vQJp/vbvVu/b1qlyREZGcxlBUmGp/yRggWu+WjHDD5c1atXDzdPmqQrO3z4MBYtWuRx2YIZim4X/Hj1+HfrdqvuN+ccGzfO86YIAUdExBhfi0A4CXvqKWUxmDXiEyaQYhTEDOrd27A8MSEB/fsP8LI0gU2HDvZK5Z9/fub27WgVpHfeMX4JHzXK/5UjC61atdf93rNnGyoqKvDbb9/j6qs7YOPG1UhNTXepz927uU5ZysqSKz4i5ejoUW645OWJFwukIDmHI0XprqlTEWljffDss8+QbzhBSPCqktSy5RAkJemTtG3aNB+VlbJ4z6ENRcTyfyzKkRF8wgTwCRMM64jgoW+3bogxsPG67OKLDcsJMdnZ3ZGU1EhX9tdf7leSLDirIPmbcvTii3dh3rxHsGXLH6iurrbzS6qsrMCjj96AyZMH4fTpE0hNTbd7SXYWR4pSVpa9cnToEK9ZzFBQwElBchGdomRjn5mRkYHrx+g/uu7YsQNffPGFV2QjiEDEtE+SGVv1iooIdOhwM37+eXpNWXHxCfz991Kkp492aTuA2C/KbA4PM/4x7s6TJNonmT26GRNomY+C7J1O5Ioj689MnRkfCtsEsjrM5DWStYmPB5s+3bCKi5xhzRpii/bLzMu3LEGFrD/RhWTWD0yUH8jdPkku+heZbRMLoFevvlix4jtd+aDLR0mjz5+QWD+Z8S8ycz+Z8fuUIbvEZOOYlTCcc85wrFv3Rk3J3r3rcPToIdStm+GUDI7GRMsskpGCZKscffghN+X+Z9Y1xVkXxH79huPmm/vhrbceR/36DezM7QBg+fL3a/5PT8/U3ZKuyrdvH69RkLKyWI3yY6QchQTuzqHkpja8rAxM9TNi4eGoqrKej3vuvR9vL1xYk+AaAJ5+ejaGDh0BxpipvEbu9hsPFCgEeGjg9XPcocNEhIXpR/tNm173thgEYRo2caKhgsSfeAL8CdcczIngYeBAfaTO6OhoXHyxc9HFCD1t29qb3P377+du6Vvmh2SkIPkrXbtehC5dLgIA5OUdx9q1K6Trp6dnunX7tqZ1tZk1ItwL10RSCg9nCA9XztM555yDyy8foVt3/fo/8PPPq70pHkEEDF5XkhIS0tC69ZW6soMHf0Ve3j/eFoUgnIZNnFizaLEoRqQcEbZKUr9+FyNRFiGRENKs2UWIiamrK/vnH/ea3NnOImkVpA8/5H6tIFm45ZaZTq+bltbE8UomIeXI/9DOIGm5994H7MqeffZpT4sTlFDghuDHJ8e/S5fJdmVbttBsEuF/GClGAM0aEfa0bNkamZlZNb+HDRspWZuQERERhTZthurKdu1aheLiU7Xqd+JEYzM77exSIChHFjp3vhDduvV3al13zyQBNHvk72gVJcts0vnnd8dFF/XTrff999/i77//8qZoBBEQ+ERJaty4N1JS2urK/vvvPZSXn/GFOARhB7v0UmPlaMEC8AULfCAR4e8wxjBggDKbFBYWhsGDKZJhbbA1uauursKWLV+Z7s+iINkSqAqShZtvdm42qVGj2itJWoWIlKPAwEhRuucemk2qLRafJJpJCm5MB24Q1TmXdIyhY8fJ+PHH2zR1xdi69T20aXOboI097g60YKY/mXycu55NtqLC+JaorHTK49lpNPnj7DDjGF5YKG4jc/4WHVszMiQ3NhGcQVPHBLlu+NKl9oWynRJl1pVdLDLnXNFBcnfUNDOBG0TBDxz1V7++6/01aiSuc2MQhvK6DYRNZIlcjx0D2rcfBGAuunTpi8LCFBQWAidPitvk57teZybZsyz3sacSwxrhyiWbkXEpIiJiUFlpvf7//PNTtGs3tua3KKCC7S1z221WRWjBAl6zX1rFSaYgmQnCYCY4AyDeJ9Gx69mzNy64YCB+++1HcacAmjTJ1MlkNqHt0aOuK0eifTKbx9WdiJLMArVINCvCW8EeoL93y8o4oqOVaz06mqGoqBrt23fEP//8VbPOJ58swT33zEJWVjNpX7a4O7gWQfgTPlNSzz13DCIj9S+u27e/rou6QhDegPXqZacg8TVrwJcuNVaQCELA+ef3R0REBPr3pwSytSUqKh7Nm+v9vP777zuUl0s0Pge8+qr1+WJRkBYs4FiwILCfO1OmOJ5N8oS5HRE4lJVxlJUp13lCQhjuvls/m1RdXY3XXnvWF6IFLDSTFPz47PhHR9dB27bX68ry87fg2LFffCQREUqwrKyaRQtfswZ8zRofSUUEOgkJddCxY2/07z/C16IEBa1b65XNyspS/Pffd4K1jbHMIokUpGCgc+cL0Lv3JcL6uLh4JCXV86JEhL8zfvx1aNpUP2v00Udv48SJYz6SiCD8D58qqR073mpXtn37az6QhAgFRIoRQMoR4T4mTXrYo5HEQolWrYYiLExvm7Zli/NR7kJBQbIgm01KT8+kxOQEAKC42Hrd7927R1dXWlqK+fNf9rZIAQtjzCsL4Tukxq7O+RfpcSXpWL167ZCR0QeHDllnj3Jzl6Kw8ChiY9Ok25HVmZFbVmfe76hcUucanIuN2MvKxIb+IltwmY9CbKy4TuTzIHLDcbQtM8kvRXVnisQ6f5KBYgQAvKAAwmyfMiFkvjOim8BsdknRBSjzszKDGZ8kkW8RIL+QGjY0LpeFzHZzYtiSyijD8oO54s048kkCgIYN+yNX04fMJ0l2iZnxSTLjVylDdOmZddUQXWLi/pKRlXUR9u615gDauvVLnDlTjvDwKGl/d95pfbmw7IelzJ0KkhmfJFlyWtePkdKmR48e6Nt3EFav/tauPiMj0669zC9VhJmkuoBXXXG8hsiXybQfk6CdzGfKzPtMaSmQl8dRv77xy/fCha/h1lsfQGJinVptR1ZHPklEoOBzc8f27fWzSZxXYufO+T6ShggmkpJYzaKFFxTULARB+DfnnKMPpV5WVoDc3FXSNloF6aWXuK4s2GaQtNx11wzDcvJHImzJyzO+DwoK8rFo0TwvSxOAMKYott5YCJ/hcyWpRYuRiIvTR5PauXMuqqvpUwNhDiPFCAApRgQRgLRqNdyubMcO50zubBUky+9gpVOn7rjoosF25aQkEUaIFKV5855Hmcw8hCBCBJ8rSRER0TjvvBt1ZSUlB3Ho0HJd2alTa1BRQXmUCDlGylFBASfliCAClDp1MpCR0V1XtmPHF+C82nD9adP0Y0CoKEgWjGaTMjJISSKMMVKUjh07gk8/fd8H0gQYNJMU9EiPviv+RY7KZXVt2kzC+vWzdQ+97dtfQ6NGw1FaChQX78T69cPRtesvSEhwbCcr+wBiJk+Seb8j9/kkAWKfJFnU9KIiYwN3R/btIkRuMGZ8iACxj0dSkriNka9Gr172ypEl2WFREVAnTeK/I/JnkQkuc3wT3Tiy5CiyOlF/sovZzMAqc1IQ+RfJfLNkPlNpaa73J2oDACkphsXHToi/A+XlGZcfPSrezIkT4jpRf2bzJIkuPzNjmFkfAFE7M+5rsv5kl15MDNCy5RU4dGhdTVlR0RHs27cOLVr0rCl79FH9GPDSS9xQQfKWP4TsljbjnujsMe/a9XwMGDAEK1ZYPzRmZWXaHWMz/kVudrcxjZn+zJz3iAj3fkeW+ReJcPe9a/To+uuvQ+jYMUNX9tprz2DkyPEIDw+XymDGB5x8kohAweczSQBQp04W0tOH6sqOHv0ehYU7UV5+En/+eRkqKvJQVnbYRxIS/kqvXsxOQTp0iFM2eIIIIlq1ss879d9/n9b876yCFCrcc88M3e/GjWkmiRCTlpaOnBy9Rc+ePf/h+++/8JFEAQD5JIUEfqEkAUCLFkbhwF/AX38Nx9mzuwCAlCQCgFUxIuWIIEKD+vVbISWlra5sx47P7JKPz5zJMXNmaCtIANChQ1dcfPEwAEqY4rS0DActiFBn8uT77MJNv/76bLt7jCBCCb9Rkho1ugQJCfrEZrt2vY6Cgt9qfpOSFNqMGsUwapS9Wd2aNRxr1tBAThDBjO1sUn7+bhw/vtluFsnyO1QVJAuW2aQGDdIQbSbeNxFSNG/eCoMG6SNJ/v33evz++yrfCEQQfoB0Hs/d8e+1tqulpaewYcNMREUlIjo6GZWV9VG3bmcUFe0Rti8tPaLr34z9vVw+kROWWb8jkbGuxNlL6Htk7KTsCNFHIJGvEiC3fRf5Sch8K2SuKaI62zgLN99snNNh+XJes225DOLvAXVEfjBmk8uIkDkpyBwEREbfMuc7My9FshxFItlTU8Vt3OyTVBKTLKzLF/gRHTggFsGMT5LsGhO1M+N3JKuTtTEzLpux5pCNEbLLvF4917dluQ2zs6/Ab789oauzTSyrVZjc6fdgxodIdkub8Ql1tU23bp0xePBwnDhx1NClMBhzF3kTcQ4xc3mN3NnGbLtJkx7AN98s1ZVdd11/bNki/uBgxndd5scUMFjM7YigxmdnOCYmGfXqnYNffpnsdBuaSQo9jJSj5ctD+wsxQYQiDRp0Qp06WThzZl9N2fbtnxqu+9xzNEYAwAMPzMBLLz3lazGIAKF9+27o2bM/fv/9J11527ZMqigRRLDiUzX43HNvwcmTf2HbNucSl5WXk5IUKhgpR3Pn0iBNEKEKYwzNm1+BP/98sabs2LG/7dZ7+GEaJyy0a9cRN988xddiEAHELbc8aKckAaQo2UEzSSGBT32SGGPo3fsVpKX1dmp9mkkKfh5/nOHxx/UK0ty5nBQkgiDQooV9lDstpCDZ07Onc89XggCAXr0Gom3bToZ1bdsam70TRLBi2ifJTBtj29UoDBy4FEuXdsXZsxIHAihKUkUFr4nAIrJrlckgdzMR+f2Y8TuStZP5JImQGPqb6K+iQtxfUZHYmF7kX2HGj0nb3yuv2A++FpMZ2/aFha7JBsjdY2LS4gzLo2Q5e8w4vsmcFER5iGT9yQy7RduSffmSHiTBCRbkJ3LYn8AnqaQyStjk4EFxd6J8W4cOiduI8hfJfJJkOY9EdSLZAKC4WFwnGqtE178Mmd+AGVc52f0uqzOTm+fsWev/9er1QkxMKkpL7RNWPfQQr7lV3O3z4O68RrI6kTuh7NjJ+nNnmzCJb6yZHEDuxozvnbtz9pj1iXa3fKJ7wLEPEcONNz6Iu+661nCdtm0Z/v67dh8jZDIEDDSTFBL4flQDEBvbAD16fI7wcMmLIgDOy1BZme8doQivIVOQCIIgLISFhSM7+3Jfi0EQQc2ll16JzMzmurKoKKv23qEDzSgRoYHfqMF163ZG585vY/36UdL1yssPIzLSRIgkwq/4+GP7QXbKFFKMCIKQs337AruyQYPm+kASwpdwzu3y+hDuITw8HBMn3odHH72lpqy8vAwTJz6EBQsoEEgNNJMU9PjFTJKFxo2vRatWD0nXoeANgc3HHzM7BWnKFE4KEkEQDnnjDeOX4v/++8ywnAhejhw5gltvvQUbNmzwtShByRVXjENKSkNd2UcfvYpff80HoMwm0YwSEeyYVoPN+AM5U9eq1ePIz/8Hx48vN1zv7NnDNelcRHatZmUQ+xDJchS5O0+Sq32Z7U+MzCdJZMcu87uwuKb88IP9gJqRcSl+++0ppKVdhJSUrggLU7Ztxr9IlubHjA9Aaqo4L4/s68LeAwfw8EsvoaCoCGGMgVmWqirr/0DN/2FhYWCVlYZ1jDFdH2MvvRQXduigbEjmYGfG4UDmg+Vmn6Rjp419j2zzY2kx4ysk82My45Mkuy5F/ZnNkyQ6vWbSd8nGPdmlIvpQGh/v3m2ZdZWzkJu7AsXFBYiOTnK8sgBf5zWyIHJPNNufiLBKybPLhINMmExAcVIhcRsJ1QhDeno6zj33XHTv3g29evXCHXdMxYgRIxDhxq/77vZXMrMtszLU9v0oPDwGY8ZMxYsvWj9cFxWdwZIlc7FxI0eXLsrzvFcvhtWrjT9yevP4eR3ySQoJ/O4MMxaOzp0X4ddfe6CoaLtdfUXFER9IRdQGI+WoR4+/sGFDXxw69B0OHfoOABAREYcGDXohLa0vqqv7IiPjfISHix35/ZWmTZpg9r334uZHHsFXq1e7rd+xl16K3u3aua0/gggk3nxT/NW6uroCe/Z8jTZtrvOiRISvmTz5NixZ8hHWrFmDNWvWIDMzE7ffPgU33DAR9cxkLiZ0jBp1K+bPfwpFRWdqyhYtegGjRt2hU5T69hUrSgQRyPiVuZ2FyMgkdOv2BSIi7L8KkrldYLF9u/7F5uKLOS6+mCMxsQM6dvwS4eHWT6CVlSU4fPgHbNo0He+80wfPPFMX7703AD///Dj27fsZlZVl3hbfNI3T0vDV3Ll4+6mnkCSb4nKSK/v2xYL770dYmF/esgThUYwUpLAw/QeUnTvJ5C7UCA8Px7x58xEVpVwL+/fvx/3334fMzMa4/fbbsGPHDh9LGNgkJibhmmtu0ZXl5R3F8uXvAQA2bgxhxcgyk+SNhfAZfvvGlZDQCl26fAhbEUlJCgy2b2c6BcmiHGmpV68P+vX7GIwZxyCurDyL3NyfsHr1I3j33b6YM6cu3n23H778ciZ27FiFigoTdkdehDGG8SNHYsvy5bisb1/T/Qw6/3wsfvhht5qREEQgc9NNHBkZF+vK9uz5GhUVZwUtiGClTZs2ePjhR3RlJSUleP3113Duuedg6NAh+OGHH8B5CL/Q14KxY6ciMlL/QeK99+agysaer29f8k8igg/TeZK8Eee+QYNByMp6Gvv23VdTplWSzNjwci4TXFTnzTxJojr35kmSwbl4W/n5xs4IFpv4AwfsB8pu3bjQL6Nx46Ho3PltbNw41qFclZWl2LdvFfbtWwUAiIiIRpMm3dGs2UVo2rQvwsJ6IirK2KDfTM4SmY9Cssx/x4aMlBR8tXQp3n3nHdw5cyYKzpxx3EjDX3v24PY33sDl/fphQI8eiLUIbCbphkzRMuGTVB5TR9hE5qd27Jhxucx/x93+Re72STphn7oHgNzPSuaTJPL7LHPzhKrIJw8wl9dIhsifSparyWgWqbISyMy8AgcOWH1XKyqKsWfPj2jefJgp2czkQpLVmc2TZMbHSepfZOZBaSZpjxc/4tj6Pz1w3734+OMl+Oeff+zW/eabr/HNN1+jbdu2mDLlTowZMwaxsrx0TmLGzcqbh89d/kCpqY0wdOg4fPbZmzVl+/fvxMqVn2HgwKuwYgXHgAFWs7sVKxwro0Hhq0Q+SSGB384kWWjU6B6kpIyp+V1RQTNJ/oqRgtSkieMBMzPzerRr96LL26usLMPevT9jxYrHsGbNSygqOuVyH96CMYZxV12FLT/8gCH9+7vU9ujJk3jzk08w7LbbkNK7N0ZMmYK3Pv0Ux/LyPCQtQfgvEyYoY0pm5uVgTP8I272bTO5CkcjISLw1f77UHHnLli245ZZJyMpqgunTp+GQLNM0oWPs2Pvswq2/887TNbNzWsXIojARRDDg90oSYwzNms1DfHxXAEB5+RGaNvczKiqYTkFq0oTXLM7SosWdaN36YZe3nZDQAKNHf4SxYz9HcnKGy+29TUZaGr586y288/zzqFtHPAsjouTsWXzx00+Y+PDDaDRgAC4YOxazFyzA1t276b4ggo5vvxW/cMXEpCIjo4+ubPfuZaiuDobP1ISrdOnSBffcc6/D9fLy8vDUU0+iWbNsjBmTg/Xr//CCdIFNZmZL9O9/pa5s69YNWL/+p5rfIacokU9SSOD3ShIAhIfHonXrzxAZ2RCcl6Oy0n9nDEKJigqGigp75cgsbdrMRNOmtzq9fnZ2b9x111a0b39NQCUVZIxh7JVXYsuPP2LogAGm++Gc4/e//8ZDL7+MtiNHouWwYbh7zhysWr8elUFhz0AQeiyzSBaaN79C97u0NA+HDv3iTZEIP+LRR2egRYsWTq1bWVmJDz5YjN69u+Oii3ph6dKPadyUMH78A3ZlCxfO1v1esYLXKEshoSgRQU9AKEkAEB3dGK1bfwbGoih4gx+gVY4A58zqHMEYQ4cOryAj41qn1s/N/RVff30vCgsFDi5+TnrDhli2YAHefeEFw1klxhienDoVvTt3diqq3e4DB/DC+++j3403okGfPhjzwANY8u23OCNzfCEIP8V2FslWQQKAFi1G2JXt2kUmd6FKbGws5s2b73K733//DQ88cA8++WSJB6QKDs49tyu6dx+oK1u37kf8999GH0lEEJ6HyUx05s2DsNJM4kSZQ7TI6dnW7eLEibcQFZWBpKRLhTKIygGgsFAWaEH0MlksaSOLsCaKtCRLTmsmCIPMu1qUZ0iWfVCWvbGOQZ/lSEwUy5CWJu6tcWP7surqcuzYMQxHj34vkcNKVFQd9Oo1A8OG3Y7wcGM5jLbjSD5ZnlRZnSj+QVhpibDN4V27cPO99+KrH37Qle/47Te0at4cJ06exNcrVmDZd9/hu5UrUVwi7suWyMhIXNSrFy4fNAjDBg1CVpMmrgkOoLzSWEmT3dMy3UzUTjQOAIDMhUA07ngzmayoTtamQhSdAYC5QDKyAC8ixGOBKPKkyRzCwna2l55RbjUjJaluXWDRoi44fnxTTVliYhP873/7hLPLqanGMsjGKVlME9E+JUny2sqyAsTFCJ4PslkOMx9C/CFwg5ksuLJtqeW3Tp6MN+bOdaqrCy/si8mTp2DYsOEuRRA1M+lkps1ZkwEbRQFezFxGljbr1v2IyZP1USX79r0ajzyiVy61s0hffGF/38rGxLFjERBTUF3j4viGc87xyrbYn39u5Jx39crGCB0BM5NkITX1BsTHn+9rMUKUFOgVpHLIX9jMERYWhT59PkX9+j2cWr+8/AxWrrwbzzzTEf/995PjBn5Ieloalr33Ht579VXU07yRbd6uJFROTUnBuGuvxdK33sLJbdvw9eLFuOX665Eue7NTqaiowA+rVmHKgw8iu2NHdOzbF4889RQ2/PknqqtlCjtB+D8tWuhN7goLD+DQIfq6Hco8PXs2Gsu+jKlccsmlWL78e1xxxZWUYsEJzj9/ANq06aIr++WXpTh4cKeuTOufNHx4QOg8BGFIwClJABARQZm0vUuKuljwjHKkJSIiHn37LkdSUlt7aVLsywDg6NGtePXVAXj77Wtw6tR+j8rnCRhjGHPVVdjy888YdsklAIAtBskQY2JiMHjAALw+ezYObtiADd98g0fuugsd2xofF1v+3rwZjz/7LLoNHIgm7drhlnvuwdc//IBSUXxmgvAxRrNIFlq0GGlXtmULmdyFMnXq1MEbr73mcL3vv/8Ow4YNwmlZvgKiBsYYxo3T+yZVV1djyZJn7dYNekWJAjeEBB5XkrZuXYS5c7MxZ04YPv00G3v2LPL0JgMYW/ufbwAMAdBV/fuN1yXSK0eAp5UjLdHRybjoou8QH5+tKx8zZj0uvXQ+4uKM7Wb++utjPPFEKzzwQD3ceSfDjBnZ+PnnwLnuGjVsiC/efRfvv/oqjogSCqkwxtClfXvMvPde/Pn999j3xx/4v1mzcEm/foh0IsnN4aNHMXfhQgwZNQopDRpg5JVX4uZbbkGTzEyERUQgu2lTLFq82F27FvSUli5CXl42TpwIQ15eNkpLA+e68zVHjizCL79kG5rayUhOboN69VrpyjZv/tSdovk9iz75BNkdOiAsJQXZHTpg0Sef+FoknzNkyBDkjB7tcL1Vq1aiceMGiI5maNkyGx98QPesjP79R6JJE31wjOXL5+Gaaxrjxx/1x05raheUihIR9LjdJ0lbvm3bIvz44yRUVlr9J8LD49Cjxzw0a5ajayfyRZC9I4pkkPk1yL+Wi3yPZMk/ZQbDom2JfA3uBTARQCsA3wGYbdNHDIAHAVxq007mh2DGJ8lSl21TngvFJ8kIcTjr1FSxfCKLiIYNrf8XF+/EunW9UV5+HOHhcbjhBuU8lZXlY+PGR7F16/+Bc7nZWFRUHMaMmYfu3XPs6kQWa1oZbKknmcwU+SKY8UMoLS1FjMhuX2JcXh0RhTNnzuC7777Dl18uw9dfLzf9tTQ2Ng6zZ8/DiBH2x07m/ydzkxD5CgVyMtnTpxcBmARA6y8WB+AVAKJgJLKPDqJr2ozfomyMkI0FxuOHzAdR5pMkutdKSxdhx45JqK429rW7/nrjR5HFH+iXXx7Ehg1P6+ruv38bGja09xkQ+RDJLFfN+CfK/Jhkx0jouyh4di365BNMmjoVJRrnlbjYWMx75hnkjLSfZavB3T5JZvyLzPokOdnu5MmTaNOhA05qbvaUlBTdb1vi4uIwd+48jB6dI93dUPJJspXh88/nYfbsm+3Wi46Ow913z8PAgTm6/iwKkkVpCgqfpIQEvqF9e69si/3+O/kk+QiPziStWTNNpyABQFVVCf76a5onNxvAbAHwMBTF63XYK1mlAN7wkizZmv9z1cU3xMe3RNeu3yIiog4iI5NryqOj6+KCC17CFVf8ibS0C6V9lJeX4PPPA++6EypITlCnTh1cffXVePfd93D06HH89NMq3Hnn3WjWrLlL/Zw9W4Jnngm8Y+d9HoJeQYL6e4b3RQkw9uyZ5rKCpMXWLwkANm8ODZO7aY8/rlOQACWf2rTZswUtQoeUlBS88sILurJPlizBXVOnCtuUlJRg2jQa72QMHjwWYWH2H17KykqwYAEdOyJ48KiSVFi4z7C8uDjw/EU8z0kAeQD2A3gOgGgKzdPhrs+BVUHKhS+VIy116nRC585fIjraPmFs/frtMXToKlx11QdITEwX9hGIfkruIiIiAn379sUzzzyHrVt34q+/tmLWrNno2fMCp3JMHT4cusfOeQ4IyiVTYAQAoKzM+FkBJz8qp6V1Q0KCfmz491+9klRdXY1jx7abEc+v2SeYYt1/mFJlAMC1V1+NYUOGAFA+OvXo0QPPP/ec1GfpwAEa72RER8egutp4RvvEiRA5dn7qk8QYG80Y+4UxVsAYK2KMbWCM3cYYM/W+zxgbxBj7njF2ijFWwhjbzBibxhiLdtCuO2PsM8bYccZYKWNsJ2PsGcaYoa0NYyyeMZbDGHuRMbaGMVbMGOOMsa/MyO0uPKokxcfbv9Aq5Zme3GyAoo0OsxzilwOJDVit8U44S7MkJ1+I9u3fN6xjjKFdu1GYMmUHoqONTf+Sk+m6A5Rj1aZNG9x77wNYtWoN9u8/innz3sJll40QKkzp6XTsHBMrKHccZSvUiYoyflZERzt33TEWhubNR+jKDhxYj9OnFcW1uroKH300AZs3f14bMf2S+gLb38x08QejUIIxhtdefhl16tRBz549ER2tvNvdfPPNaCCIB9+kCY13jmjQwDiVRGqq+NiRX5JnYYy9CmARFEf2XwD8AMV/4/8AfOKqosQYux+KM3x/AJugvJw2APAEgFWMsThBu+sArAEwAsB/AL6AYrt9H4ANjLEGBs1aAngfwJ0ALoBiq+5zPBo2o2fPmfjxxxt1ZYxFomPHWZ7cLKqkJvuySpF/gKyNmTqj7dh+4TQyMYmG4rNka4Yn8zdwZp+62NRZZDGygRdtSyxDfr7YX0lkTSa2MmshtGdW2iSgb9/XsGLFjaiqssofGRmHiy+eBSO3HAcpNwyRX2PGiGzEASAhwfXvFRERIn8zsd25UVqeyMgGuPzyCejbdwL69HkbjzxyKyoqrMLGxMThtttmGR53M3mDZHUyHyeZS5U7+zMjN+dnABjlPIoFMA1i/0SZw4HoIpP534muI9kY4fq1V1oq9kmSWYiKrstmzZ7C9u1jbUoj0KyZ/FmhvUdbt74Cf//9qq5+27bP0avXLfjgg7HYtOlDXHbZ48L7Wia3rC5a8D1V1iasUuKL5ihZjQ0DevfGki+/1JXFRkdj1l13yR0D3Z3zyN3IZBDJLmjTuHFjzHn6aRw+ckRX/vzzz+OmSZNwVuvPFReHWbM8845ixidJhuw5JNqWpTw3dyeys1ua3vbkyU9h9uxJKNX40EVHx2HChFl22/7iC16jIA0fzvDOO7VPPu9zLDNJfgJj7EoAkwEcBXAh53ynWt4QwEoAVwCYAuAlJ/vrCsUxvgRAf875OrU8AYqydCGAWQDusmnXGMACKF/6R3DOv1DLI6AoQdcCmKvKo6UQwFsANgDYCKATvOdfIsSjM0nnnXcDwsL0D9OMjCF2QRsIQD+TZEQklFmkr6Eo47vdtF1bBSnw84u0bp2DAQPmIzExCwBDYmIWRo6ch06d6LpzxMiRE/DUUwuQnp4FxhjS07PwxBPzMGQIHTs5XwGwfSupD+UD3lXeFyfAaNToekRH679MJyS0R1qa89dd48YXIiZGP6vy559LsHDhtdi06UMAQHW1m99S/YAGNpEjwsLC8OasWcgZNsxHEvknN954I26cOFFXljN6NObNexOZmcp4l5mZVRO0Idh59tkHcOSIyETYMYMG5eDBB+ehQQPl2DVokIWpU+ehf3/jY6eNdDduHM0oeYCH1L8PWBQkAOCcHwNwq/rzQRdmkx6Eoug8bVGQ1P6KAEyA8rVuMmOsrk27qVC+Dr5jUZDUdpVQIhudATCCMXauthHnfDfnfCLn/HXO+R8AJJ+VvYdH1WDGGOLiGqCo6FBNWVxcI09uMoDZ5aC+Aoq/0n4AdwBwzfneGK2CFPjKkZbWrXPQurV1sM4wtuYhDBg2LAfDhukfdJRCyRG2IZejAWwGkAjxLBKhpU6dbjhxwvrSJgrkYKGs7DT+/fczJCefg/r12yAmph6aN78cW7a8U7POnj2/6toEo5J02CYEbLtWrUhBMiAsLMwwwezo0TkhoRTZUlVVhalTr8F7761GVJTYKkHGoEE56NnT+WOnnVEaNy4IZpT8ZCZJnb3pAsV06GPbes75asbYIQAZAHoA+M1Bf1EABqs/7WLic873MMZ+B9ALwGUAtHlCRkjanWGMfQkgR11vq0wOf8DjeZJiYurrfpeV5Xl6kwFIKRTlxxluhf0spRmCV0EiCG+ifFizzWE2EIqCRDhLbKze9Ofs2T3gXGxPFB1dDwcO/IzFi3vhlVeS8eqrDXHgwErpNqqqgk9Jss2llt7AyNyfIPTUrZuMv/5aizlz7ve1KETt6aT+3cI5F9lwr7dZV0ZrKD5BpzjnIrMlu/4YY3Vg/YK/3q6F63L4HI+rwbGxelOAsjKJk4CLmLPvNZNjRNbGyA/Bgsju3LbNf5D7GVgYC2AY7P0YZP4GtnUDbX7/atCfGcQyVFSIv1Ll5xsb7pvxDzDrUyDKueruj0Sy3ChmrmWZfKKZH9l2CgvFdcWCFGKynGSiNoDYt0fmD1RQ4Hp/MpcMUX8yGTg32qnPYD9bNBjWvGuy+0s2frgzH5JsfJHJYExlZbykzuXuANgrSZyXo7R0PyIimgrbDBjwEvbv/wmFhQdQUnLcia1UCscC2f0kGz9iBfE6omQ5sGQXpujmFZQftkns1Sg52bmpX3/wSTK7HXc690h8O824RbkbM/6vzpCUpKTTePfdl9ClS28MGnSV1/YpKPAvnyTLICkKEwpYv8SLB1T7/mRf7436y1b/5nPFUbe2cvgcj88keVJJCh4cmdoBiq/bqFpux0hBIgiidnxh8zsSwCW+ECSgiYtrZVd29qzcVzM6OgmDBr3l9DaCzdyOc47Dx/XKYbogYhtBaLEoSQDwv//dgL17//OhNIQDUtRQ3pZlkk295ROs5NMkLF9mnDFxMNufu+XwOV6fSSotJSXJHkdK0kgos0hmsVWOfgRgPkkpQRAWzgL41qasDwDDVBCEBNuZJAAoKdkJRwpndvZAdOp0G/7881XpekDwmdvlnT6NCpuQlWRuRzhDnTrWICfFxYW4886rsWDB74iN9YvIy/6Pd2eSTnLOu3prY4QVH/gknQTnAe6s53ZkkeqGQQkIYjYajJGCRBCEe1gB+49mQ30hSMATFdUQ4eF6m9SzZ537un3hhU+jbt0WDtcLtpkk21kkgGaSCOeoWzdZ93vHjn/wzDO3+0gaopZYZmfEdtDWWR6JYX2t+3O3HD7H6zNJ1dXlqKwsRmSkxEGjlpi3qxUZ/5rNkySy9dfaqldBrCRdDOAmKKGFzWxnuOZ/S9Jii626WUNn1/MkKTnEjCksNHYIiokR9yfy7RHlKwHkH3zM5Ekyg8xN4KzEbcWMz5SsPxEynx+R7Gb8jmR1MlcNWZ4kUTtZf6I6zl3xM/zU5nc4gAE265nxWwTM3aNmolTJtiO7r90LYwyxsS1RVPRnTVlJyU6n7t2IiHgMG/YO3n+/DzgX+19xXuH2PEnCOtkNb+bCNOjvyH57l4H0hAR5/xZkD0rZDptBdNBlx8jMoG1ChjCJv161578j+wytuZ2FZcveRseOvTF8+A0e2642wh3hNnLVv1mSdSw5FnIl69j2J8uqbNSfxSeqLmOsjsAvyRU5fI7XfZIA8kvScwTGIYL7Argd5k+RkYJEEIT7KIe9qV1PAPYvH4Rz2PolOfJJ0tK48QXo3v0+6TrBZm532CBbcqP69Q3WJAg9RkoSADz99G3477+/vSxNAGIxt/PG4hjLl6W2jDFBKBl0s1lXxnYotuTJjDFRvpnzbfvjnBfA+tW/m10LQTt/hpQkn7PHoOwCAHfD/FdcUpAIwvOshpIXT8tgoxUJJ7H1Syot3Yvqauej7/XpMxOpqecJ64PO3M4mvCRjDA2TSUknHGNrbmehrKwU999/FQoLJaYFboKSyroHzvkBAJugmBJcbVvPGOsLoDGAowB+d6K/cljzWtglwmKMNYPyRbAcwHKbakskI6N2daD4kABKWFi/x+s+SQAFb9Bja2rXDcB9MKcgDYdeQbKNukUQhPtYZvObARjkC0GChrg42zDgVThzZq/T7SMiojF06LsICzP++hp0M0k2SlKDevUQ6T9hiQk/Rhu4wZYDB3bh8ccnesx/XJtENmAVJf+aSQKAp9S/TzPGahw0GWMNALym/pzNNfbIjLHbGWPbGWPvGvQ3GwAH8ABj7HxNmwQAb0HRH17jnOfbtHsRyizUOMbY5Zp2EQDmAqgD4HPOud8nkgU84JNkez4TEvxtJsmMf5GsjcynwJk8SdrIdh0BTIXig2T7MHfkn2AbHvxDKNepSNnyUPIFQwRONZK6/Pw6whZm8iSJcpkAYl8ms2b5ZnwezKQsMZPDQ7YdM6lbzLhWmO2vrMz1bZmRQX5PV2j+fm1T1xVAPdj7IDnTn7twdx449+LoWk5IsI9wV1S0E/Xr24cHB4zvqezsThgx4lF8+unDdnWMifMkyfKYye5dYT4kcxefaz5JNjmS0pOTnfNHAoAKybXn7oQ57nb8FB0/M4OsSRlEzQIl11BiYhIYY0JFaMWKpViy5GXk5NwpvVTMnsJ33uE1CtK4cUynOBGuwzn/hDH2OoBbAfzLGPsRygNmAFTFBMD/2TRLgZI49qhNOTjn6xljDwJ4GsBvjLGfAORD8QVpAGAdgGkG7Q4wxiYCeA/A54yxXwEcBtADis/ULgA3G+0DY+wzAI3Un5YINL0YY2s1qz3OObedvfIYPjK3y/P0ZgMIi7ndeQCmw5zjtVZB+lBdCILwHL8BsI0kQbNItcV2JgkACgqc90uyMHTog2ja1N4kPuhmkvL0z9J0MrUjnCQsLAxJSeLZJAB4/vl78fffDq2zTBPQM0r+N5MEzvlkKGZum6AoM5dCUUpuB3Al59ylL2Kc82eg2JCvhGLmNAzASSgvq3055yWCdh8A6AXF3KINgCugfPmfA6Ar51yU+bsTgO7q0kwtq6sp6w6r8uQVPK4kRUbGISJC/3WHfJIs5AM4BUWRfwTmchfZKkgEQXgeow9Zl3pdimAjMrI+IiL0L25mlKTw8AhMmvQuIiP1Y2rQ+STZBG5oREoS4QKi4A0WKisrcd991yA/33PvbDSD5F4454s5570453U45/Gc8y6c81e5QdhPzvkMzjnjnF8k6e9bzvnFnPN6nPNYznlbzvkszrnEtgPgnK/jnI/gnKdyzqM55y045/erwR1EbbJVeWTLQleOR23xuJLEGDPMlUQAwF4AzQHMBGAmgRspSAThfapgryR1BpDuA1mCC8aY3WySGSUJANLTz8HVVz+lKwummaTq6mocsZ1Josh2hAvI/JIsHDt2EDNmjEF1tThUesjiZzNJhPuRHn3ZuQl3Ia5AbGwKiooO1fwuLz/pp+ddNAjIBgdZnWhm02LDXgZlBilKUyYy/rXt63rN/wthHEYcMOeT5G4fBZlPkrF8FRXiCyw/3zhPmbvznIjyEzlCdG3LfB7M9OfvPkkytwtRnZk2gNi9Qra/FRWO7k8jqgCshWJxoGUI3H/fmOlP9N3LbKRM17+jmUlvo70HExNb4syZP2p+FxT8J7wXRf6ElvKhQ+/An39+jm3bVgMAOK8U3oeyMUJ677ozSZeszib52cn8fFRW6a8RwxxJ3nKeMXPizbSR1cn2ycSgGCZ9UQnMHEraXRJFuLNl7drv8O67s3DTTfZ+fs5uiyACEa/c5bZ+SaWl5JOk0BlAYi37eM8dghAE4TRfGZQN8boUwUp8vH4mqbBwPyorJRqyhLCwMNx669uIiVG0nGAytzty6pRdWXo9xzMDBGHBWSUJAObOfRTr1v3oQWkCDD/0SSLcj1eOflycXkkic7vacr3jVQiC8ADVsKaPsNAOSmLyYu+LE4TYKkkAx5kze5CcfK6p/ho0aIqxY1/AvHk3BZW53WEjJYl8kggXcKQk9es3Am3adMaxY4dx4sQhLFr0PM49txsSE5O8JCFB+BavKEn2M0mkJJlHqyDRLBJBeJdNAI7YlNEskjtJSLAP952fv9O0kgQA/fpNxPr1n+HMmeB59hgpSY1oJolwAUc+SadPH8fNNz8cMGHNvYplJokIarxibmcUuMFTScqCG1KQCMK3GEW1u8zrUgQz9jNJQH7+f7XqkzGGm256E3Fx4vxrgYZt+O+wsDA0SKIv/ITzaGeSLr98NIYMGaOr/+uv35Cbu8PbYhGE32A6cIMrbWwTylZXV6CiohBRUdYHllknee9gNsiBKKiDmQS04zX/L7BZz4yDt0wGM1FsZI7hZ0y0E+eLKiw09rCOiRHLIHPK9mefYll/Iqd1AKgycUmYCZpgdp/c3Z9of937BZTDXklqDaApPJOQ1UywBXe3Ma4ze284kwg6JiYJ0dGpKCs7UVNWXLzTMHiCKEl0ooGrZ2JiOiZNetZUMllhwljAXOCG/HzX+7O5aQ4f16caaVinDiJsgjsAEEdZkg0SZm4c2UPczCBrJjGsn095mAm240ksIcAvuugyPPPMQvzyy69Yvvx93TrLlr2DyZOfdOt23Z1b2CfQTFJI4JPADQAllDXPAl8LQBAhyt8ADtqU0SySJ0hI0M8mnTplLgy4Lc2adXBLP/7AkdP6ZMbpdev6RhAiYKlbNxlduvTC//3fx4iMjETXrn2Rnp6tW+fLL99FlZmvbgQRBHhFSbIN3ACQX5JrjPe1AARB4EuDMlKSPEFiot4v6fRp9yhJwcRhGyWpESlJhIu0bt0O8+d/hdhYJU9jWFgYLr98nG6d48cPUVQ7Iyi6XUjgpZkk+wR3FOHOWcZr/qdZJILwDRzAMpuyZlDM7Qh3YzuTVFh4COXlFD1Qi62SRDNJhKs0bpyNOnXq6sqGDRtnt96XX77tJYkIwr8wraKKzI+NlN7ERPuZpIoK5xLKul+JNpP81axPksiOXSaDts0kzf+vQpww1sxUuNnkku7uT+R7JPZJEiWnzc8XR+oxk0zWjB+TozoziORwtw27zCfJjAuAn7sHuMg2ALttyoZCP4SauQfc/Z3KdR8/eZ1xf+5O3GxbnpxsH7yhpGQX6tTRm8uJ/Ihk/kVm2phK/mo2mazIX0lzQ1VVV+OozXrpcXFAYaF9O9HDWpSB2SyyAUTkF2XG70hW5+42JgZzs35HonaiQ+cpGjduim7d+mH9+pU1ZatWfY4zZ04bRsMz8ywU7ZO395UgHEHmdgHBPF8LQBAhhFHkzS8MysjUzlMkJtorSXl5oWty9/P27ThWUFDz+0RhIaqq9R/b0imyHeEmhg8fr/tdXl6G77770DfC+DNkbhf0eEVJioyMQ0SEPgxRaSkFbpAzyfEqBEF4gOUAfrAps/VHagIliSzhCRITW9iVhbKSdOzMGZwzfToW/PILOOc4YjDbpFWSOOfYe5I+RBLmGDDgSsTF6adWv/xyoW+EIQgf4hUlCQDi4vR+STSTJEOrINEsEkF4l0IoOcm+U3//B2C7zTpDADBvChVSREYmIDY2XVfmrgh3gUjnrCzkl5TgxoUL0W/OHKzcbns9Ao2SknDg9Gk88e23aDFzJr7ZutUHkhLBQFxcPC655Bpd2ZYtf2DPHrqmaqDADSGB6TxJrsa5j4tLwZkz1vC55eUndfan7srJ5H3M+CvJchTZ2olbfsvauDs8p1kfLBEyQ2ORM7YscZZxXUWFIGkKgPx8se17fLxxucxHQWZKL8pfJLteZbbYIjt2mQxmkNnLi9wXvOmTZOb4ydowZtyI82oo99tYAO8D2GKw1jDYX9eib04ynx/ZfS1Cdj+JtuX6/aRgfJGZ8fmR1Rndg3XrtsTZs4drfp8+/Z9dezP3rsgqLaqyRNxIltdIVCdrY+Q7JKlrGhODOjExOFNaitU7dmD1DvsEn5MXL8YfBw+Cc474qCiMadsWKC42l7hNhCwXkswnSSSDrI0MM46abnasjIgwvtf8xReztu9UI0dOwOefv6Wr/+qrt3H33XOc3o5/vKMRhHm8OJOk90s6e5Zmkhzzqq8FIIgQxKK4VAAYA2CuTX06gM5elSgUSUrS+yWdPBm6M0lhYWHo1LixdJ11Bw6Ac8Wf7vrOnVHH3V9RiJCic+deyMzUm71+9dV7qPQXLdDX0ExSSOAzJYmSyRIE4Z9U2Px/zKb+PCiBHJ4FcCuAKwAc8Y5oIYStklRUdBylpWd8JI3v6ZSR4fS6t/bo4UFJiFCAMYYRI8bryvLyjmHNmm99IxBB+ADySfI7bvO1AAQR4jgygfsewC0A5gD4FMAIAI08LFPoUbduK7uyEydCdzapc5MmTq3XOzsb7RvR9UjUnssvHwvG9L6Xy5Yt9I0w/gbNJIUE0qMv85Nw1ScpIUE/k1RaehKc85ob0NX+ZEREABUV7nSq/t1kOzN5lyy8bLOeLKeFGb8GGWZyScmQ6eKiOpmfhMj3SJxssqhIbHqiiayr34rYxUnodwSIzeVl5vyy61zUn7+Pne72M5TViY6tGd+x0lJXrvGBACZCCeLgD/nKRDss84sSX+iRkcbyudsnKTHRviw93T4MeFHRTiQkdJG2cySDqI3pvEaiOpnfkcxfqdh4HOtUT5wHTsvkTp30MrnzRiwrE7eR3WyilwnZifKifxFhTKNGTdCz50D89ps12ueqVctQWHgS9eqlSFoqiC4j0Xgte0YShC/wmblddXUlysvdbzpx4ABzs4IEAD1tFk8x0YN9EwThHM5+dKgH5WMGRbnzBHXrNoftsT127D/fCOMHnJOSghgHCk9qXBxGnnOOlyQiQoERIybofldWVuDrrz/wkTR+BM0khQReU5Li4+2/OrjT5O7AAYYDB7z1suJphellD/VLEIRjnFWSngeQ5klBQpqIiBjUqaM3MTt+PHTN7SLCw9E+TX693dipE6LppYpwIwMGjEBioj4k5Gefve0jaQjCu/jMJwlwX0JZW+UoMpILF+CUZNkpWGRcqlkIggh8ZKatFq4FMNzTgoQ8devqTe5CWUkCgM7p6cI6BuDmzhR1kXAvMTGxGDx4lK5s27Y/sX373z6SyI+gmaSgR3r0zfhQiE2P7WeSOD9Z4/dhxifJVjlq2lQJf3rwoLiNOYx8koxmkSyK0tfqX5Fvj5HvgjaBrNGXbNnXbVmdzL9IhJk8STLfCjN5XcT+RWIfCvEFy7nYXr6oyDjZiswNwYzPgywliJkUI2fPituI7l13j7dmfYjMpDmRuTyI6mRtxOfJkZLUGMBLkPny6JFd/+7Ocea6T1KkZKCvW9e43KxPkiivkWg7aWmtsH//iprfJ07s1OU5ErUT5UICgLgIwXhpJheSrM6E35Gjdp2Sk4V1Q5s1Q1ZEhP3A5c6bXuao7M08SWZ8klzty0FdmPC4ir89y06Fu9NWVZkYWkTyXXnleCxZok+FsGzZQpx33gumcvy50wedIDyJT83tapMr6ZdfjBUk7/G7unxtUHeZuhAEEXg4MrebD0DyFk64jZQU2zDgp1BYGLrpIzpLzO1ubd/ei5IQoUSHDt3RrJne123ZsvdRXu7uoFEBBPkkhQQ+NbezVZKUTPeO8b2CZMvXmkXLaHUhCCJwkD347wDQ11uChDz169tHuDt6NHRN7s5LTUU4s/e9bVqnDi7Nzva+QERIwBjDyJH6AA6nT5/Ezz8bfSQmiODBY0qSJfO3haioOERExOnKtErSiRO/Ye3a8Q771SpITZtyP1CQbDFSmEhRCnWqqspw/Pg6bN78Mtatuw/V1e42syLch0hJagtgpjcFCXmMlKQjR0JXSYqJiEDb1FS78ls7dECYgfJEEO7i8svHICxM/8r46acLfSOMP0AzSSGB9OjL7Pkdxb8/cmQzvv56Gi644Ba0bn0pwsLCERtbH4WFJTXrlpXloazsOH7++QFs3rwQLVrcaNev5ffKlfoHQL9+XOh7JLORrXDGJ9ttvAfgevX/0epvQO4n9IygXvZSLdspMy/j3vRJEtnmy/K6iJyFJBcsxLbvZnySZHVnznCUlOxGQcE65OevQ0HBOpw58xc4V16+e/dejPJy/TExYxYvGzvdnW/CjI+TrE50j5rxOwLEfjBmXB7y88sNxolIJCa+h9LSusJ2FRWi61w2M+VuZdnYT4ox1/2OZHWyNin2ltU1iFL9iH2fmiIsLFz3USE/f2dNP6J20pRCZnyIvOmTJBpc1IGgU716+Of48Zri6PBwTGjcWLw92Y0jwozTiOxmM+OEKHtY+3GeJLN+R47eqbyBSIbKSqBhw3T06TMIq1dbPwCvXr0chYXHkZzcwC3bIX2A8Dc8dkk2atQOZ84cwvz5Q1CvXhZ69JiE8HB99sZ9+77Hjh0foaxMyeaZktLDsC+tgtSvn7/NHDlCqyhZ/r7hI1mCnQool7R3v6hWVp5CSckfKC5eh5KSddi8+Q9UVBj7TTRs2A/Z2aMM6wh/wV6piYmZiYiITj6QJbSJiIhCw4bZOHJkd03Z4cOhO5MEAJ1TUvDOjh01v69t3hwpZhQhgnCRK64Yr1OSKisr8fXX72PMmLt9KBVBeA6P6u3nnz8RBw9uwunT+/DNN9Ps6gsKcnW/U1K6636/95797FFgolWUAOAW6BWlW7wrTsBTBGA/gH2aZT+Ac6HkrvEcnJejouIfnDixDsXFa1FSsg5lZc69tDEWgfPP/z8wMovxaywzfhbCwy9ATMz9PpKGyMhoqVOSDh4M3YSyANDJZqru1rZtfSSJ7+GcY+lPP+Hg8eNITkpCveRk1KtTR7fEkgLpNgYMuBxJSfVQUHC6pmzZsreRk3NX6D3XLOZ2RFDj0TPcufNoLFt2DyorHdu8REYmIimpTc1vrYIUuMqRFoupnUVZIsVIDgdwEsBBzXJA/XvKYP26AKbDnbNInHNUVeWiomIdKirWobx8HSoqNgEoM9VfnTotcfToCpw+/TdiYlIRHZ1S8xeIdtie8BZaJSkB8fHvgTGZySjhSTIyWmLDhm9rfh8+vBOc89B7KVPpqFGSOqWkoHvDhkCZuTEp0GGMYfAFF2DyM8/g3a+NgwjEREcrClPduqiXlFSzJFt+p6YqdXXromFqKrpRrikhUVHRGDp0NBYterWmbPfuzdi+fRPatOniQ8kIwjNIlSQzeU60bRIT66JDhyuxceMih4KkpJyPqKhwvP22/sF38cViBUnk1yCz4S0tNes7I8LVPES2s0paXgVwWlAn8zsy4/Mgk1sWz8OMT5IjTgA4AuCozeLKg38qgHiIfY/ESYU4N25TUnIYZWXPo7x8ETjPd0EWYwoKtmH9+jsM6yIjExETk4LY2FTExKTo/q9fPxWxsSmIi7P8TUFMTF3ExLg37oqZj2LRJnU7UY4iGbL8OyLM+AAcPlxe0y4l5QUkJjZz2AYACguNB56yMln+LrFPkhnFTHSMZB/T69sHHq1B5Nsj8zuS5SgStZP5OLVqpQ/eUFJSiLCw46hfv6GwXVTpGXGH3vJJMuN35GhbABIBtExMxM7CQkxu0QKsuFjuD2TGF0d0ocsuJDMOgLJkb04698RHRmLh//6HC9u3x+0vvIBSG4WxtKwMR06cwJETJ6SixMTE4JP58/XHy0t+TGYx4/dptj8LV189QackAcBXXy1Eu3bOK0lm8tr5HTSTFBJ4/Az37DnRKSXpyJEVOgVpwgRPJYb1BywDzG0GZaHAfwDWADgOZVaotjOFAwH0rq1QdoSHN0Nc3P8hNnYOyss/RXn5fFRWrnL7dgCgoqIQFRWFKCzc69T6jIUjLq4+4uNTER+fgvj4VMTFKQpUfHwq6tZNqalLSFD+RkYG0hPId1jM7eLihiEhYaKPpSEyM1vZle3fvxP16zf0gTT+QefkZBwvLcV1FPYbgDKjNHHYMHTt3BlX3Xsvdu3f71L7OomJ+Or999Gnh7FfNGHlvPM6o3Xrdtix49+asm++WYx77nkWUVFkEUEEFx5XkvLzDyIsLALV1c5/kbEoSMGPI8XoLwA/ACiAkryyH4DzPCyTN2gFIAHAaigzZ7U9378BuBVANoAmABoDOATgSyiKWCMADwG4wlTvjMUiOjoH0dE5qKrahfLyt1BZuRCVlUdqKbd5OK9CcfFxFBcfd7yySnR0gqpQKYpTQoKiSCUkWBWp+PgU5Ob+jtWrX0ZBwUHUq5eFoUNnoWvXHA/ujX/BeTnCwlKRkvKmyyZdlZWLUFk5DYqPXCYiImYBCJ1jVxvWrFmEJUum4eTJ/UhJycQ118xCr145yMy0DwN+4MBOdOrk/g8jgUKn5GQ0jI1FvGo2sWjfPkzbvBn7S0qQGReHWeedh5ysLB9L6X06tG6NjR98gIkzZuCTH35wqg1jDLHR0eg7YgQyMzIw63//Q86VV3pY0sCFMYYrrxyPJ5+8p6asoOAULr64Me6//0UMGRJC4x3NJAU9Hj3DGzYswkcf3eK0ghQ6ypEz/AXgcwCWY1cAYLn6fzAoSukArgNwDYCfAPwMs74+QAmAnepixBEAD6j/m1OULISHt0Bs7JNo0OAxFBV9g4KC+SgqWg7nQjmHwXXzTPdRVlaEsrIinDqV63Sb06f34cMPJwFACClK5UhJmYfwcNdmKhQFaRKU6xEA9qm/AcZC5diZY82aRZg/fxLKy5Vjd/LkPsyfrxy7ceOuRUREJCorrSbH+/aFdvCGzsnJGB6vpC5YtGcPJm3ciJIqZQzaV1KCSRs3AkBIKkp1EhKwZM4cvLJ4Me59/nlUODCZ45zj2EklZ+O+gwcx6R7l5Z8UJTHDh4/B7Nn324TmP4nHHlPu2ZBSlIigxmPJZAHgyy8fQkVFicP16tZtFsIKUjUUhciWr2FVkCxUAFjpaYG8TH0AVwN4GsBIKAEYPMFZdRvugbEIJCYOQ+PGX6BFiwNITX0KkZEtpG06d34NI0YUYPDg3ejffy169/4K3botRPv2c9Cx4wM455wbkJ19ORo27ImkpJaIjpYle/EeFRUl+Oor++iUwUpCwvWIjx/hcrvKyvthVZAslAAInWNnliVLptUoSBbKy0uwZMk0REREICOjma7uwIHQDgPePy0N56jOXw9u2lSjIFkoqarCtM2bfSGaX8AYwx05Ofjl7beR2aiRS21Lzp7FtCef9JBkwUFKSgNERdnnMiwtLcErr4TIeEfJZEMC04EbnEkGmZ9/wCkhGjfuIdyWzPnQXJI1b0apEs0uaMu3APgESvjqcLXuJOxftiwUGPRrJpmsbOZDdoxEMyFmj6vlggkDcBEU36KNUEzx3O2QdhjGgR2MnYeLisQ+PHqH8UZISHgQ8fEPoLT0Z1RXz8fJk5+gulq/rd275yIzcxJiYuogJkb/0idyaK+urkB09CmUlJzA2bMncfbsCZSUKH+rq0+iuPgkiouVsuLiEyguPoGqKlkgD3OcPr3fZadaM/en2eeBmXaiNllZ90NkZScLVHHixGFBzX7h+a2sFN83ZvZJFLhBJndqqrhOFBhBFuxB1p/oOJw8uc+wPC9POXYtW7bCvn3W3ECHD+9ESookgMTRfLEQ6qyBHd5MJms2U7WK9qo5KAh+sL+kxKm+DDEThMFMmyrJc8hMYlib8u7nnotN77+PsY88gq/XrHFarP2HDjkO2iDM8i1OhG4m0ay735Fl47LsdNhSWmp83R09ut+hzJRMlggUPHpJRkcnoKzM8SCdkdHd4TrBy69Q/HL+AtAFykv8B5L163hBJl8SAaA7lGAM/wL4BsA2yfoNAJwPxaTuBBRFSPRwc+2LoqswxhAb2xeNG/dF8+av4PjxxTh6dD6Ki/8EABQU/InTp9cjOfl8p/sMC4tEfHxDxMfbm34ZvcByzlFeXoTKSqsCVVx8EkVFyt/S0hMoKjqpLifUdYxCqutJTs50WuZAhzHXtbvq6rMQmVOGhYXOsTNL/foZyMs7ZFeemqocu+xsvV9Sbu4uVFdXw8PGEAFBdFgYyqrtr7vMgAoV5jnq162LL198Ec8sWYJpzz2nXjcKMVFRKC23/6iUmZ7uTREDkoyMLBw6ZP9xIy0tRMY7im4XEnj0DMfGJjmpJIVqRJk8AFvV/1cA6ARgKZSZJCMioMy2hAIMQHt1yQXwLYA/YP8Smg9gLIA4KKZ7VVBm5l6FfoYtBsA98BYREXWRnj4Z6emTUVS0CUePLsDJk4uQmzvXJSXJVRhjiI5ORFJSIurXb2pXb/TeVFVViZKSUygsPIENGz7Ajz/O0c1GRUbGYcSIWR6TORg4c+YjGClIjMUhPp6OnSNuuOEpzJkzVlcWHh6BCROUY9e0qV5JOnu2BMeOHUZ6emOvyeiPnC4vR4WBghQXFoZZreyjAoYqYWFhePCWW9CzUyeMuvNOHFXDgXfr0AEbN29GiWY2Li42FrMefNBXogYM998/Cw8+OAlnz1qtXmJi4jB1Ko13RPDgsc9whYUnkJ9v/2XQlvDwaKSldfSUGH7OGlgjux0EMA9KeGwj6gC4DEAoZlfPhpJ89xkAl8BqogcoOaLWaX6HA7gWih9IGhRlKw3ALACXe0FWexISOqNFi1cxePARpKUNBef+5X8XHh6BxMQGSE9vi8svfwJjxryFevWyADDUq5eF0aPnoXt3csSVkZ//ml1ZWFhj1Ks3DzExdOwcMXDg9UhK0tvptWnTE/37K8fOdiYJAPbuDW2/JAD49tgxO9U8NTIS8847DzkZGT6RyZ/p2707/vrqK/Tv2RMAEB0VhXnPPIOsjAwwxpCVkYF5zzyDnJEjfSyp/zNiRA5mz56HRo2ywBhDo0ZZmDlzHoYODZHxjnySQgLp0ZfN1sfGGpePGiUOmTt8+Bv44otbdGXp6Z0QHx+FwkLXtgN4wq7VW6YbVVBMwtbalG81WHcwgG4ALIkJjfxNZIbEIv8Usz5JojrZsZP1J7JjN7LrToAS3OE6KKHRv4FiqrgKQA+bvvqqi4UGEB8LY5+uigrxMZIlJRaZ5nMeiwYNrnDJ7tssZu4NS92FF+bgwgtzDOs8jdnktKJxorYJsW0xOreFhetRWrpeV1av3vXIzn4XgNy1oULmTihA5lMg8kmS7VNamuv9yXzhZYlhRT5EKSlA8+ZtsGmTNeFnbGxkjd9Rly72StLJkzsRVSpIYCnyOwKA04KE3bJko37mk2ThS5t8QFGMYU+3bkgIDzfvjwSYy+op80kSOReb8TuS1TnRpmHduvh+wQLM/L//w6c//ICckSPdqhSFmUzULrpHzSTEBsTjhDv9N6+6KgeDBrmuFJFPEhEouPWSHD5crCCFhYWjQ4fR2LTpbRw4YP3y36RJqJra/QPA0UOsE4CuXpAl0EiAEsp7KBSfrm+gHEuRFzdBeI4jR+xnkVJTJ/tAksDG1pfh6FGrApCR0RgxMTEo1byI79oV2jNJFdXV+PqU3p+wf926ioJESAkPD8djd96JS3uHbq4topaQT1JI4LapE1sFqXHj9rrfWVldEB2diC5d9BnsQ1dJ+tVBfTiUxKj5qH2y1WAlEkqC3dkAKNM34X0qKvJw4sSHurLY2M6IiwvlYDTmsFWSjh07UONkHxYWhmbN9CH2d+8ObSXp14ICFNhMM1yenOwjaQKTXl0EM5EEQRBw00ySVkFasICjqOgUpk7Vf9Vv3VoxfWrX7losXz61Jn9SaCpJhwHsdbBOFYBl6v/xUPxqeqh/CT1hoChXhC84duxtu1DvqamTwUQxxAkhtkpSeXkZTp8+AUCJ7NiiRUts3WrN/bNrV2gnlF1mYFI4VBabnSAI90EzSSGB9AzLZu0t18aQIdaXgeXLOfLzgc2bf7FzTj/vvL4IDwfi4+ugfftrsHHjQiQkNET9+pnSa82MT4HcnNqMKYKsjZmX899cXL8SQHMo5mRGDi2yvDgipweZY4zMplrUn+wYGedTUBA5WMhOokgG2XGQ5fAQtRMfB1l+G5ENucz/xFFKDiOcuT9tkd0bZvKiuTuvkZnjAJjzLxL5P8mOkdbtgvNqbNr0us326qJ16+t0x8tsKhh35kmS7ZMw15CkP1kb2Xu6yP8pLQ1o08Y+dHBFxX7EIREAcE7z7JrPRgCwZ89uVB07hnCji1Pmk5SXZ1wu8yGS9edunyQn8g1xzvGljQ9Vp9hYNCkvBwxCWhviqvOdI2QXc1mZ623MDJhmBxBXt+NF3D3GmhnnZX6QZlzHzL27EYT3cdvn9+XLrUrR9u2rdXWMhaF1a6vtb7duisldZmaPEPziehbABhfWbwolstu5UCK1EQThDxw9+h2Ki/foyjIyJiA8PM5HEgU2GRn2StKhQ1a/pFYt9cEbysvLceDIEY/L5Y9sKy3FbhvFY1idYM+hRxAE4V1qNVeonUXSsm2bXknKyuqIuLikmg94WVm9kJLSCpmZoWhq9zsAwVc1HZEALoaSYJYBOONJoQiCcJHdu1+1K8vMvNUHkgQH6elN7Mq0SlLL5s3t6nfm5iK7cejlSvrSYJbq8qQk7wtCEKEMmdsFPW535CgpKcC+fX/pytq06av7zRhD1643hKA/Egew0on1mgC4GUpkO5o9Igh/o7h4L44c+VpXVr/+JYiPtw9VTThHYmIdJCXV1ZU5UpL+2+vItzM4WWajJKVHRqKzLF8GQRAE4TJSNVg25mpnkVassJra7dz5KzjX+3K0bav4I2n769VrHKKjE2r8Asz4FJiLtW8mB5C7QqruAnBAUh8B4CIA50PRX2W+QVpk/kWiOpndupn9NZsnyYx/kcjHyYzfkTkZKivFRtruNmMXXc8yO3FRG1keIll/7rYVF7k8yNwQZPe16JiLUuIAYn8bZ9xF1qx5A7ZRJ7t0uQ1N7CdDpO4d7vZJio83LpeN5WZ8kmSTN7I8SSKfJIsMmZmZ+Pff/Jrykyf31/gDpUVEICE+HkXFxTX1O7dtM/YXkuU8EvkXiXyVAHN5kmQXn+yicOAPdKKyEr/bXKTD4uPBRH4/ohtb5tRoxidJ1kZ0MctueHcnlHO3H5OoneTGNXNPmx0jzOyWmdxK7sy7FFATMxS4ISQwNZPUoYOxggQA27b9bLf+Oef0sSurUycN0dGCJ3DQ8pOkrjGAu6FEsKNIbQThr1RWlmLr1gW6ssTETDRpMsRHEgUPTZro/ZIOHLDOJDHG0CIrS1e/84Dso1NwsryoyC4pxDCRNksQBEGYxu1qsK0/UmZmOyQkUO4GxadovUF5GIBLAAyEMuMi+ZpJEITP2bXrY5SW6u/T/2fvvMPcqK4+/I62V6973zU27t3GYJtijAHTHHooG6rBJBBCSaimBBIHEloILfRqIKG3Dwi92GCMDbZx7+ve6/ZdzffHSLvSaO6VdHdW0kr3fZ59Vpo79+pqNO3MOb9zBg36LR6PLuLZVOxGUlnZ2qD3fXr25OdFixrep6KR9J7Ni5RrGByVq5OFaDQxRXuSUoKof2GZF6mycj+rVgVnbrPrkVKXb7BSeQfSCTgXS4Ok0WhaAvPnByds8HgyGTBgsmBtTTQUFwcbSdu2baOyqoocX7xn7x49gtpXb9xIbV0dGSlys1Ll9fJxQLghwDF5eeR4dPSBRqPRuI30yiK77nz1ld3hD0uWzMTrDY4jHjp0XEM8vEzXoJI3XyWu1TDEwgvTbK4nwV7gy8BZAOOB4xDXCXIaQ6VNFNetomMCsb5INgeZHkjUJolVd/07RT9erHRHqn1Ex41Mm6JyfMpQiZeXbVfZ3KOtxwFiCYVMk7Ry5Ry2bJkVtGzw4DPp2bODcDyVOiKQ2HWSOnYU92ndWtwm0iR5du8E4ID2oVEH6+bPp4/PeOrdJri9rr6eNfPn07tLl+BOMn2RSJOkUgsJxNojWR8VTVJGBl9WVlJuq0E4KSMDbIZTRKgcHDJUdnTVImIyLVO8kR7UmVEPp6oHcrP2pAyZtE3UlhR1krQnKSWI6vHTwIHyTGs///xVyLKBA4+IbkZJyS+AX0jcEbgSmETkBpJGo0kEZs16NGTZIYdcHoeZJCfFDhkhyjZvbnjd2yEzxvKNG5t1TonEu5XBSWsM4CSd1U6j0WiaBSUzeOFC0/Gh27x5wUZSt279KSrqoDSx5OIz3/8JwK+BijjORaPRqFBRsYt5814OWta58zCKi8fEaUbJh5KRlCIFZU3T5D2bh+fgzEw6yh7lazSa5kF7klKCiD1J4bxIVVUVLF78Q9CyQYO0Hgm2AxuA64DzAEkOZo1Gk7DMnv0sdXXBN6mHHHI5hqFrmblF544dSbPd9Jdt2dLwul1REUUFBUHtqeJJ+rm2lvW28LRfaS+SRqPRNBtSM9gpPnTlSise2l5vZcGC76mrC44THj58XNAYKvoiWV0XUZusj8zwr61VqZMUrq0SmAbEK/uQKOY70hpMkfaTbQeZLS7SJLlb18htjVMsQ+JVaoiJjgHZMSjLIuxmHTNQ03SJagCBWNoQSc2jSPp4vV5mzXosaFlubitOOOHchm2dyJok2VgqmqTOncV9ZHWSPNu3Ojf4QhPSga4dOlAW4B0qW70afN4kA+jdqROz9+1raF+2Zk2onkimLxK1yTREsrpLon4ynZCCJuk9h518ksdjrS87Ial4mkTzUz2o3a5RpDKHFCNWtYhUtKJJUScJWuCENdESkSepV6/wT0p/+ilUjzR4sPYkQQ/iZyBpNBo3+OWXT9iyZUXQssMOu5CsLInlplGi2GaBldkMlN629uVbBYZXkvFuTfBDoB4eD4N0qJ1Go9E0G66ZwXPnBhtJXbv2pm1byeNGjUajaSF88klowoajjvpdHGaS/IQYSTbPjz2TXdmOHVTX1pKVkbyJcDZ4vcyxPZaflJWlQz01mnihNUkpQVTZ7fyhdnaqq6tYuPD7oGXai6TRaJKBbdvW8tNP7wctGzjwaDp37hunGSU3Tp4kMyDtdR+bkeQ1TVbJwuGSgPcd4pZ+lRl9OmmNRqPRRI4rZvDixbOpqakOWjZkiDaSNBpNy+fzzx/HNIO1eBMmXBGn2SQ/diOpuraWbXv20MEndgqpiYQVctffYXmy8J7NSCo0DI5IYs+ZRpPwaE9SShBV4obA94FivQULQvVIBx10REh/t4tfitpk1w5ZCLc4cYPM4RarmPDYFUpVQzaeSiFcle+kUlQ3XJt7qO6XouNGloRBdGzIkjOotKkmblBBpnUXCYRl38lWcqaBwMQDNTXVfP31U0Ht7dt357jjTgr5zVS06S01cYNDpu4GPPv3ihsD0nkHERBSV+ywY5etWEGHHj0A6O2QlWTZypXBk1IpDKuSnEHWJkvcIEu0YNvRy4FPbascZxhkyrKSSMaLCNH8VHdmlYQKKZaEwSO4fqWni+8/RH1k/VT6yFC5BiRFMVlNShD9EeHAnDnBRlKnTj3o2LHYjaE1Go0mbnz11evs3h1883zCCZeRlqafIDYXxR1Ca+uV7djR8LooN5d2NuttucwoauF8ClTblk3SCRs0Go2m2Wnylb62tpaff54ZtGzYMB1qp9FoWj5vvx2csCE9PYPjj78kTrNJDRyNpJ07g9737tiR7QGelOUBRlSy8a7tfRpwgseV55sajUYVHW6XEjT5TLto0Y9UVVUELRs6VBtJGo2mZbN8+c/88kvwA6DDDjuD1q07xmlGqUGr/HwKbUWxymxGUJ+Owb9BsniSdpjByZG8wPu2dQ41DNrorHYajUbT7ITVJLVtawS9t7+eNy9Uj3TwweMci1nK4k3dLFapotUAqKoSiUaaUkw22j4qn6NCLDVJsdIXqX4ntwvuRo+KXknleFItJisq5Co7ntyOL1eRPIh0RxC+AO0jj4Sm/b744suFehw3pR8g3ydExEqT5Nm8UdxJppURaZJseqDi1q35JUDTU7ZxIwQUmO2dG1x7bv2ePVSsW0euf6O5XUxWpU2yQ4jOLDcD44EzfO+/B+xVoH5lmtHtbKIdXTaGqI/WHbUYhNojyTb3iE4Ukj7Z2eIsi6JuSaFJ0p6klKDJnqQffgg2kjp06EaXLgc0dViNRqOJG3v37ua996YHLevTZzAjRhwapxmlFsVt2wa9L7MZIr1t7QArZIZMC6EaKAWe873/wGGdSTGbjUaj0aQ2UZnBdXV1pAdYznV1dcyZ823QOsOHj9MF7jQaTYvmrbeep7IyOIy4tPQKfW6LEcU291bZnj1B752MpOW7dzOkfftmnVdzY2J5mS4F9hEaatcX6BPrSWk0YTBNk8WLFzNgwIB4TyW2aE9S0hOVJ+nuu29n9uzvGt4vWvQTFRXBoRXDh2s9kkajabl4vV5efjk41C4/v5BJk0rjNKPUw+5J2rJ/P1UBsYmORtKuXc0+r1hyLfCLbZnfi1QBzAFeBBSiPDUaV/npp5949tln4j0NjcZ1pGaw3Uiurq7g5JPH8+ijz3H00Wfz00+heqQxY8YJdQpuayhU+sgNf5HuR1bZXKYVSqUMRG7XKHK7rpG7GiyZXkS0j6nUCQOx7kdFX6SiOwJo3dp5eWa65HdXEelIYt8zpQJF58WF7cUbySs4PufO/Zw1a5YFLTvvvAvo2zdfKqGQ6Z9EiKQfIK+dJaKgwHm5bNNlVknqGm0X/IYibRGoaZJsoXLFDqLW9atWcaCviFU+0Dkvj00BuqXlmzc36o1iqEnyCvbzGvFoQsKdpf4HvAmsxvI6XQ2cBciUPemi41B2AlGpk6QJi6xGkRIqhdZc1o550tN58YXnmPXDDyHfL1N4LXQ+97Yox4zWJKUEUf3C+fkFVFdXM3nyOVx77XJ+/nlWUHv79p0oKent6gQ1Go0mljzxxCMhyy655HdxmEnqUuJglZft29dgJAH0btUqyEhatm9fLKbWrJhh2ucHvO4N/Ln5pqLRRERNTQ0vv/IKu3fvpqKiglxbUhWNpiUTsatjzx6T/PzGx5T3338bn38eLCsdPXocO3du44sv3uGBB27gssuOYetWSRYkjUajSSDWrVvHBx8EV6YZN+4o+vXrH6cZpSbFTkaSzUPVO8BgAli+V+IRSzIM4AlAklxSo4kJH330Edu3b6euro7Zs2fHezqxw+9JisWfJm5E7UmS8ckn7/Lee/9peD9lyq106NBFbWYajUYTY5544nG83uCQkSlTLo/TbFKXLq1a4TEMvAF1g8psniK7kbSlqoq9NTUUZsrCoxObcJ4kP78HxjbnRDSaCHn+hRcaXn87YwbjxmlduiZ5CFsnKfB1mzZyI6mqqjEov0uXYi6//EbH2krhPiuS5bI2Ve2HWHukqjtSqZOUSjqmREftt1Cp36Wyz7qtSRLpjgAy6yqcG/ZLdEcybYoItzUPko20t7ycolatGt7X1NTw1BOPB63TpXNnfn3ceNLrfF4KyQ9V2FpBjCZDZVuItrlsLJl+R6RnCahZFIJM2xOhJikd6FpQwLoA71DZtm1Bc+3jCT0+V6xbx4hWreTfSTQ/ybzrJPo6kfZIZU+ORDnZE7jNNr7sTJUu0hfJRG8ysZwIt2soqaBSWDHBkeqYYlWbStBn586dvPd+Yw7Gb7/5JqLxRbWVdJ0kTaIR1V1gOE9SIDfccB85OTo2VaPRJCaTzjuPHTt3Nrx/84MP2Gq7ub7soouCyh5oYkdxYWHQ+7KKYEO9t0OWimUBGqVkxAD+DegrqyYRePWNN6gNMMJnfv899SoGtkaToERlJBWIUifZOOSQ8UyceLrShDQajaa5qamp4dtZszjlwgup8nkJHnn22aB10tPTufSCC+IxPQ0ORpLNAOrl4BZdXiHweLYQwoXb/RbQ5Yw1icILr74a9H7v3r0sXLQoTrOJMVqTlBJIjaSsrODCiZEYSWlpadx660O66KJGo0lYNm/bBsC3s2Zx0VVXMW/hQr6dFZyt87RJk+jcqVM8pqfB2ZNkBmiUctLT6W6Lz1mexJ6kA4A74j0JjcbH0uXLmfXjjyHLv50xIw6z0Wiah4hN1Mx0L22KJIVUfFxwwe8ZPHigY1usNEkOJTYiGs8wnIvfmKakKI5SDSWZJknUpqJ9CteWSqhsI3EfldB3Va2cqE2mLxL1sWndg8iUVXYR6TVktZBkmiRR3Lrb2gXBRt8Y8LTz1bff5puZM0PWueL00+X1gOyoBNTLdopE0CSJij9t2RL9HEC8PR36FNs0M5X19ezYtIl2AYkZ+mRmsi5gH1y+Z4/1fXxGsCMCQ0pFdyRrU6mII+vzCFY2u6jHFYU/qYRFifRN4VB5Gh6rJ+iqOia35yc6Rt3WNKqcVxyOjcCEDYF8+803XH7hhdLhMvOdv5NVd68F6bK1lyfpcTXcrl279lx99Z+bMh+NRqNpdjZs3Sp9P7B3bw4/6CDq6urYvnMny1avbvA+aWJDsUN14zLbzVpv2xOx5dXVzTqn5kYUbncxcHgsJ6LRSPB6vbz4+uuObTNsHnmNpiXjqpF0221306pVUVPmo9FoNM3OxjAGz+r162k9ahQZAwfSfswYjp08mTRZNjCN6xQ7uEpDjCSb925HXR07Y5VJLUYUA7fHexIaTQBffPst6zc618AsW7eOsnXrYjwjjaZ5iMpXmOfwZM/P8OGjOOecC2nhulmNRpMChDOSKgLCzHJzcnjn0Udp36ZNc09LE4CKkQSwvKqKQ5ptVs2LkyfpQUASWavRxJwXXntN2j5j1iyKu3eP0WzihE4BnhJE/gtXVeEB8vPz2e8QP/7AAw+Rm+uRhjnHSpOUIylDLhtPpGWqqpLpjlTaZBont2srqYwnQ/QDx1Iz5abWS208lZpHKvseiLVHKn1ysyWKhu27xW0inYlMf6KiSRJpYFTJcD7WNkTxpPP5G29kaFFReH1SrIp8yDwlIl2NbLvK6hqJwtdkdZJkyRNE+ieHfaWVaVKQns6+gO+7dufOoBN875pQRdDynTs5ZM8e4RS8gm0kUddJax6J2mR9RGdL+9n1AqyisXWSPhDmQi7SEcn2VxXtUSx1R4LjOiHqJEk+xyv5FZWUOLJzgWgeTayTtL+8nDcCaiM5MWPmTM455ZSIxgtZ3oKLQScChmGcC/wOGIJ1E7MEeBZ4zDTNqCWNhmEcB1wLHARkA6uAV4B7TdMUxjcbhnEIcCNWQs5CYB3wFjDNNE3hCdowjL7ArcBRQFtgM/B/wJ2maUouPM1D1MdlgcPd13nnXcSoUS312Z0meVgCKAqLNSnFxh07Ilrvtgsu4Iwjj2zeyWgcMQyDYtsTrzKbUdQzIyPkIrZcNblAgtENq2isRpNIvPl//0d5mJAhe6bQpCQBU4AbhvEIMB3LoPkG+AToAzwMvG4YRlT3/IZhXA98iGWwzAU+ADoAfwW+NAzDsWSbYRjnADOAU4BlwDtYXoPrgB8Nw+gg6DcO+AkoBTZhGVUVWNUP5hmG0Sea+btB9EaSTZdUWFjIHXfc5dqENJroMYEvgXuIMoJUk6JsiMBIOvXww7k9TJYmTfNSnBt8DS6zGUCZhkEPm1dhuc2Qere+nn1muApEicf96DA7TeLxfJhQO4D5CxeyZ+/eGMxG48cwjNOBy7E8L0NM0zzJNM1Tgd7AYuBU4MooxjsIuBvLSDnUNM2jTdM8E+gJfA2MBqY59OsGPI1V+/oU0zQPM03zLKAX8B/gQOBxh355wKtYSTyvNE1zpGmaZ5um2R+4D2gPvGLEuL5Q1EZSvk2XNHXqHXTs2NG1CaUuO+M9gRZKFfA81oOKAqzjUqORE86TNLhnT164+WY8nhaUjjYJCedJAuhtM5KW+QypfabJpbW1/Ka2tsUYG35T7jfAuHhOJEUwTZMPPv2UJStWxHsqLYKyDRv4wqFcgh3TNPlu9uwYzCiOJJ4n6Sbf/xtM01zuX2ia5has8DuAG6PwJt2IdUP1d9M0G1yDpmnuBy7CqkZwuWEYRbZ+V2MZOs+bpvlOQL86YAqwFzjFMIwBtn4XAZ2AL0zTfNjWdgOwEhgBHB/h/F0hKk0SQEGAkTRgwACuuuqKoPBge6jpf/87nTvvnMr69WV06lTM1VdP46STSkOGd7MWjEofEGuZqqpkGiLZ/ibqZ4+5/QXLML/c1jYX+AjYjRXSeSTgVINKFsMrCj1xO1NX7PRAjW2bsB5Y+NM3F9H4e3yLFTa7Eyus9XfAMa7NQaXmkcq+J+snSzYpPAYi0BC98OabTL33XjZs3Upx585M+9OfKD300OjHk2ldRDHpsrpLKjhkpNtfVcVeSbhI24IC3rnmGvL37gX709AwmofpX33F1BdfpGz7dorbtWPaeedROk5yuyvLmCcSeMo0BSLtkUws6nadJNlvKNEkTd+6lalr1lBWXU1xVhbTevSg2OYB2lxXxx9XrWJiTg7js7PJqKigt9fLxwHrLK+p4WvT5CKs4PkRQH2AtkpU10hWC0lFkyQL/hddNbxAF6yAfHt/2XivAncC62kM0/t1mH4JYf7HqUaR1+vlrf/9j78+8giLV6ygQ/v2rN+4keKuXZl2882Unn66K5/jCqrZGt2sk+Tr89JrrzUUdM7NyQlKcGNnxowZHCe6boi2a1WV1iQp4PPejMQ6jYW4+kzT/MowjA1AVywPkNTSNQwjk0ZjZLrDeKsMw/gOS290AvByQPMpkn57DcN4Dyuc7hRgUUCzrF+9YRivAlN96/2fbP5uEvUZIFCT9M9//osMkYASePXVF7nyykuo8T3927RpLbffPgXA0VBKTXYD/yY0sGIWVjim/xK3l8b9wrlYb2oxB8sICry1KQL2AS9gGUn+G6ztwD98r0WGUmpSXV3NwsWLmTtvHnO+/55Pvv2WlWVlDe1rN25kytSpcOONlB53XBxn6h4bd+0StqV5PLx29dUc0MExZFrK9K++Ysojj1DhuyFfu20bUx55BEBuKGmYvnUrU5Yvp8Jrne/WVlczZflyznf4HSq9XiZu2UIbj4dTMjOpthlSe02TI2k8+mMexN5E7sF6JBYpr2E9uvWbpuuAP/he/9qpQwpTV1fHfz74gL899hiLllsP2z0eD+s2bABg7fr1TPnjHwEaDSUNYHmHnn/jDXqVlHDF+eeTlZnJFbfeGrROZkYGndq3p2zjRr794Yc4zTRGJFZ2u+G+/wtN0xRZrrOxjKThhDGSgL5ALrDTNM2VkvEO9Y33MoBhGIVYYXX+dlG/0oA527+DrF/gejFB2Ug67bTTmTBhgnA9r9fLtdf+rsFA8lNVVcE//zlVG0mAZQA9BuzBurn3e33WE2wg+anD0t6kspFUD7yO5XmzswTLY+T0pKwaeIJUNpIqKytZsmgOc376ibnz5jF33jwWLFpEbRihe0VlJVMfeywljKR/nXce4wcNUhr3umeeaTCQ/FRUVzP1xRe1kRSGqWvWNBhIfiq8Xt5yCIuckJ3NM/v3s9Pr5RmB1yrQbOrt5kSbmbOwFNLRcDOhmfkqsTxL2kiyqKmt5aXXXuOuxx5jxdq1QW1e+35XWcnUv/1NG0k2du7ezf233MLx48fj8XjoPnp0yDo1vmvJY3fdxd8eeoja2lrpg3SNaxzg+79Wso7/6ecBknXs45VJ1nEar4fv/27TNEWitJB+PuPKX2ND9B2imb9rKBlJOTk53HvvfcJ1vF4vV111GeWCVLCbN8u2eyrxLo3eRi+wEctYfh9xkEQqiyH3Am9iGZGidhlbw7QnD+Xl5fzyyzx+/nkO8+bNZd68uSxevJB6WdiVhDJZeFULY6MgDHDK+PH87uijlcfdJBi3TBbOpgEsz5ETWxwM+P3ARQUF/HvfvojGbklGkvixozPbEatZRWfJVKKquppn3nuPv7/4ImXhUvgHUObzLGkaadu6NScGPBjfINie6zZt4rfnn8+vJ02iuqYmqY0kWUp3l2lnGMaPAe+fME3ziYD3/lAkSf0F/LHxkkD9Jo/X1H6yvtHM3zWUjKQbr7qKkpISx3av18vVV/+WF154SjhGp07F0X5sErIY64Y/kH8R/kY+mkCMZGI1jdkgVYk+hMotrPIEzXNC3b9/L0uW/MzChXNYvHguCxfOYc2apSFPSJtCcRIlZ9mwM/S28vC+fXnoggtQTZxTWV2NYRgN8fqBFLdrpzRmKtEpI4PNDgZRcWYm62pqgjxDZXV1/KmwkCf27ZPqdPy0JCMpWm6WtHWL2SwSj/LKSh5/6y3ueeklNkeY7j+Q4q5dm2FWyUVxly6sdTAmi7t0AaBN69axnlIys900zYPiPYlUJOrEDUP79OGME0/EUxcqc/V6vVx33dU8//yTwmFycnK57rppIWJ0W9K8BmQFM0V9VArQytvcLiZbgRVmZ7+hCmcgZWA9a7Q/mZElORA9xZE93ZF5G0Q3+qrFbkVt/vl5sfRFn+Ncjz5SsrFC8Zy+d/TbSLTvQXDShOrqHSxf/ndatz6E/Hxx+IYs2Uhg2759u1i2bC7Lls1l48a5LFgwh9Wrl4s7R0FudjbdOnRg1YYN1AV4nHKzs5l2wQXOiRgSJXGDaDyHmPGNtkKoxa1b8/p555HpL0AqS6YgeCr65qxZjgZSbmYm004+WZ4cQYSKwFr0e8jGkv1Oot9D9n0UEjdc2bo1U7cGn/+ygL916MANGzawIWDbllVU0As4MyOD/0RQE6mEYOWiSuIGmTGmkrjBDSXDx8AbgrYcmlhjSfT0X+YVcDvRguw4FI3nW56dm8sZxxzDiAEDWLVhg/W3bRur161j1bp1bJXsv7k5OUy79dbwc04cPYp7RJHsYdof/8iUqVODkjfk5uQw7frrG9eP4rwMWOeOwpbxINg01XNqNAP+E7/kzqTBWxOJC151vKb28/d1KjYbzfxdI+qjvPS00xzT4pqmye+vuoqnnnoipC0nJ4fKykq6dCnhT3+axsknp7IeyQs8Aoh1EY3kY2Vg3Ae0wopWH9x8U0s4KrG8R0uj7Hc0lu7wv1gBKe2AK4CJrs5ORl3dflas+CfLl99DXd1ejj8+8lAPP/v2bWPt2rl8//1cli2bw7Jlc9m0abUr8yvIz2fE4MGMGDSIkUOGMGLwYPrk5pKWlsb0Dz9k6sMPU7ZlC8UdOzLt97+ndNQoVz43EdgYkLEuNzOTdy65hA6yVIER8MyMGSHLurVuzd2nn07pmDFNGjsVOLVVqxAj6Yq2bSlt3ZpHNm1iQ4DRXubzkN6QlRXWSOqAdeZMNvYCfxK0dSc4u10qkpaWRnHnzhR37syRB/kewAd4dPeXl1sGU1kZr//vf7zz4Yfs27+fkm7dmHbrrZSecUacZt5yKD35ZACm3ncfZRs3UtylC9Ouv57SU06J78RSkzW+/84hXhbdbetGMp4s7MtpPL+eqMgwjEKBLimkny/r3S6gNdZ3mB/h5zU7URtJIgPpyquv5rEnQg2kSZNO5uWX/0tmZibrdZA0VrJWp9/fznCsy5zfvRWJUZVMbMKqO6byvb/EMiYD65V1dmFO4fF6q1m58nGWLp1GdbV109eq1TCys+Xhart3b2Lt2rmUlc1lzZo5lJXNZefOda7MqXXr1owYMYIRI0Yy8oAejBg8mF49eoQey74Y89Ljj6f0eFspgiTS1WwI8Jw8d+65DOvWtMCk1du38/nSYEP+16NG8Z/f/rZJ46YSmQ5hjmN97tpij4fvHIyk4enpHGMYfCIpFJusoXZ3YilYAzkSeBtdKS4S8vPyGNyvH4P79ePk006L93RaLKUnn5yyCS4SzJP0k+//QMMwcgQZ7kbZ1pWxBOspdRvDMHoJMtwdbB/PNM09hmGsxMpwNwr4LJJ+PuZihUqNwvkmWdSvWWmyv9g0Ta669loe+fe/Q9pOPHFSg4GkAViAVdcnEvZjXQZ7Nt90EpaFwBfIq5PIqAMewHreeqJbk5JimvXs3fsS27bdTl1dcHKWDh0mBqxnsm/fejZvnsvmzXPYvHkuW7bMZf/+TfYhlWjTph2DB49k7NiRDB8+ghEjRtCjR48GrY1ns/3WKvXwe5JunTiRM4c3PZvosw7FFScfdliTx00lnIykGp/xU2wz5su8XkzTxDAMbvB4+ESSjORAd6eZEMwEnrUtywUeRBtIGk0qYprmOsMw5mKVhTsTqw5KA4ZhjMOSKW4GvotgvBrDMD4ETsNK132nbbyewBisKOUPbN3fAa719fvM1q8QmOR7+5ZDvwm+fk/b+qUBZwv6NSuRG0l2k7mqCtM0ueamm3joscdCVj/pxBN5/bX/kJWVjj86Oy9PrE0RhdLLimyK2mS6I5mWRE2TJPmwIE3LHuCvyCPVA1nu++uHdaMvE0Gq6ItkYSoqGdDc0G3VAZ8SmactEl7Gun2YGMUcGsnOFsfE+/c90zTZs+dtNm26haqqRY7rpqXVs3TpzSxYMJdNm+ZSXr4totmHo2PHzgwbNpIhQ0YwZMgIhg4dSZcuXTEMgzbpAV7u8oAQ3giKyUbVJtOzyMYT6VaaWZNkmiYb9+zhlH79+POoUc4eMpkQ0ka918tz334btKx7q1ZM6NCh6d63CPQ2IQiyxEkfecrmKeqnomOS9MtwyIRa41tWbE+rDuzcs4e2wBFYFRTnCD7uAEK1RqItIXsko6JJkqGSUsWL9Wj3Koe2W2nMvdusuF38VXaxVtE/qcxB8TvFMLOZmCYUhm32PrJ+bp//40CCeZIA7sIqm/Z3wzBmmqa5AsAwjA7Ao7517jatLFL42n4P/B74wTTN823j3Q2cCtxgGMZHpmn+4OuTDzyDJSh/1DTN3bZ+/8QSgF9gGMbbpmm+6+uXjhXeUwi8bZqm/YbpWaxcNOMNw7jCNM1HbHPpheVF+jCKbdJklD1Jpmly7c0386CDgXTC8cfz+muvkRXFzUZy4wWmoZaCeg0wAxhHjDMfxpjdWA8SRKmms7EMnjwslUGB73V+wP8SrOOv0NfevKlH9+37jI0bb6aiQl40b8mSe5v8WZ06FdOv3wj69RtB//4j6dt3OKNGxSaEMJnYWVlJ7zZteOG00/AoZrIL5NOVK1m3J1hjeuFBB5HmEJasEeP0mKLBk+TQVga0xfKcXEfjI0Y7yeZJuhdYZVs2ErgsDnPRaDSJg2marxuG8RiWgbLAMIxPsZ6GT8BnmAAP27q1wxJwh4imTdOcbRjGjcDfgZmGYXyOdaM2DkvuOQuY6tBvnWEYk4EXgbcNw/gWKyxqNNZN2gocTlmmae43DONsLCPoYcMwLsLyFAwF+mMJzM8xnTIkNSNKRpJpmvzpllv456OPhrQdf9xxvPH669pACuI/hC9wHIgHGIAVmjkE6xYimTVJNVghsH2BYVi5mTrQaBTlEJw9r61gnC7NN8UAvN7ZLF9+E/v3O4XbNp0OHXpywAEjfH8jmTBhOK1bt2+Wz0o1KmpreeeccyjIynLlMeAzc0J9GBf5heKaiJGG2zmsX0Zj2fVTsLRHTjkeezksa6nMx0r5E0gG1mNbWW5RjUbjPgnoScI0zct9RskVWMZMGtbN1TPAY4FepAjH+4dhGPOBP2LdkGZjPaf5F3CvaZqOoQumab5iGMYq4CbgUOAQYB1wDzDNNE2n7HWYpvmVYRjDsXLPTMASl2/B8kDdYZqmO7qEKIjaSDJNk+v/9jfud0jSMHHCBN584w2yZS70lOMXIFSv5UwvrEv/QSS318hOJtZDhkASr8aC17uIurpb8HrfokaWLzgK2rbtQ+fOVqjcAQeMoEeP4eTnB393XW7CPbq3ci/X2Y6KCt5evDho2VG9enFAmzaCHhoRjkaS77/ISPKTBlwDXG5bxyDGpdmbkVqsMDt7IPQ1WAHZGo1GA2Ca5stYWoNI1v0z8Ocw63wEfKQwj1lYz7Ci7bcUS5eUEERVJ8k0TW645x7ufTo0+cCxRx7J2888Yyl0BHGlOTm5wuFFdpVKXSNZzRmZxknUzzDEYVumKdO6VAF3INf4dADGY+Um6k5oziI/ss+RfClh9LvsLl8WpiYaT9ZHRa8kG0/0fWV9ZG3OO5J/X6mvX0tV1Z+pqXkBNTUBGIaHDh360a3bSLp1G0HXriPo2nUY2dlWTYh+kjsd0X4p28/ZrqAh2icpPyDqp1onKU6apIj6RPiQZ/qcOdTYkgZMHjhQ/r2jIRHqJIn67ZJ4tmW/oWAfy3CYd01FBdTXk4flTw5ULa3GOoP5Z3cW1pU+MKC5GMuAsn8DtzVJqvqiaHgc63FbIP1w1ifZEQZ+yuoQidrc1iTFUuPk9hwUkB2GmaLPcttd4bYmSaUtVt9Vo2kiEZ8BTNPkpvvu4x4HA+noI47g7eee0x6kIEyshCBO3sE84DAs42gA8mKrmnjh9W6lqmoa1dX/Rm5Uhueww57glFMmuzMxTdwxTZOnFywIWtYqK4tT+/SJ04xaNoZhkEFwOhn/EWdgPT5aEtBmT46fjaU+Diygmix5QVdhhdQFYviW6byxGk380DZd8hPx3fnUBx7g708+GbJ8wuGH887zz5Mjc9GkJE8DXwe8T8PKxXQXlp7tSmAQ2kBKREzgFfbuHUx19b9oqoEE8N13f2Dz5oVNHkeTGMzdsoX524KzFJ47YAA5soxcGin2G/7Ao667rc2pgtglWOpkP8mgR/ICNwD2wP8pWAkbNBqNRtN8ROxJuuvxx0OWjT/0UN594QVyc8VhdKnJPOAvvteDgBOAo4Ei3zKVLHea2GEA59Cq1e+AvXi9m/B6N2Gam3yvN1NYuImaGuuvtnYTdXW7pSPW1VXw3HOnc/XVs8nOTiW9WXLyjM2LBDB56NA4zCR5yCQ4pC7Qq2TXJTkZSa2AyVgV0iA5jKSXAXvuzGIsNbRGo4kfiZi4QeM+ygG3R44ezXtPPUWuxxMcgy6J4c3Oj16TJNNdiNpkUX+y8VTmsG+fvdNerIyJ12B5jpxkx7KwRJFHTqbVkI0n0kPJdFJu10mSzU/UJvNMqvSJvq2gwMC69WqFXR49cGDwuvX1lVRXb6a6ehPt22+ivDz0r6pqE2+9dSmXXPJKQ3FXPyr7eabMwyXSpqhqiBKhTpKbse8ywuiiKuvqeHlRcImHIW3aMCI72z09EqhdgUVzl42l8js51DUK20fWr6oq1JNUVwemSR1WFcRANmHVS7L74X+LlQGuBqtukNO3Fm0JVd2RqE01RsDfbxNW3IGdB4gyrY/IuynzeoraVPU7oourrI8sQ67KeAp9ZLWQEv4G2U3tkeyYVtF9JkGdJE1qoGQkHTFyJO8/+yx52oPkQBrwBpY3Yn2c56KJFWlpOeTmHkBu7gH07u28Tr9+UF9fi2maIUaSpuXw1po17LalN5zct6/+TZuILNzObiSZWClu7Ms7YdVMeoGW7UkysbxFdvP1XKwUPxqNJr5oT1JqEPXDrsNHjOCDhx/WBpKQPCwDSaMJJS0tA48uNNqieWbp0qD3mR4PpQcmW9nS2GP3XdQE1Ay0a5LAOeQOrIxv2cSqalrz8A5gr8LWkcYgbo1Go9E0P1F7kk447DD27t+PLPuwRqPRJCOr9+7ls43BafpPLimhrc7s2WSiSdwAlpE0xmH5gViVFFtCgdVyrMdqgewEbndY924aVa0ajSa+aE9SahC1kXTTv/7FzQ89xKEjRnDGxImccdxxdO3YMWBE8ZCZReLI7vx856frbtdJUtEryTVJKjoYFY2Oio4J1DRJMkT9VDREEHqLEG657LNkfcRtGRnO8ysqEo9WIBEFiPYXWR1TFU2Skh5Ipj+R6UxENZRk47VUTZKkz3MLQzMUTi4psb6ryzVVEkKTVFvrvFxWU6tecm4RzM9bWxtiJFWbJt7aWuqwqskZWGFoftYi1hf9VtImugrFoxbSn4Frgc62ZTtt6x0P/EoyjtQ3Lap5JKuT5GbhQtXxZJqpGNVJUi0PpEKmy6cPISpfSvXLRjuetjo0CYbSYWmaJt/Pm8fQfv1Il51oNRqNJkmo93p5dtWqoGXdc3M5OvAhkUYZmScpE0tvFFh1Tqb4bAl+vVrgY6z03v/yLfsceMu2Xit0mJ1Gk2hoT1JqoGQknTlhAtOuv57ePXq4PB2NRqNJTD7bsoV1FRVByy484ADStMbMFWRGElhJGiI1kloCc4B9wHtYCRkGArc6rHcLlh5Jo9FoNLElKiNp3IgR/OP3v+fggQPlsUgajUaTZDxj8yIBXNizZxxmkpxEYiTNDnjf0o2kLwNe/xmrOOxG2zqHAWfFaD4ajSY6tCcp+YnYSHr/nns4YcwYK81tXZ049l0Wly/RG2RnO2fLi2WdJBVNkmGIP8w0Ver5iLQzAm0AIK+hpIJKBL6KzgrUNElu9hHb+7LnACptMh2TbLzCfMHvsV2h5pFqXSORXimWmiQZKpokUR+HE8iO6mreWh98Wz6+XTt6pqc3zrmlapJk21ykSZL1kWiSvILx6gi9GNX4lvtn3tXWvg5LIemUS1RFX6Ry1pMh8y96CDaSlvr+AskG/kFjAgrZeNI9T6TtUdEQqdQhkrW5rXFSmF9NnXjLul22RzY9UU0mj9vnFbdRPbe4sb5G08xEfPSdOHZsc85Do9FoEpaX16+nxht8Gz1Zhxu7it2TZDen7EZSObCHlpnxbQOhRpGdG4CSGMxFo9FEj9YkpQYJ/ohCo9Fo4otpmjy9dm3QslYZGZzWpSVX4kk8Igm3s7OelmkkfRGm3QNsBp7FynzXBSu1ebtmnpdGo9FoGtFGkkaj0Uj4ac8e5u3ZE7TsnG7dyNGZPV1F1Uga1DzTaVbCGUle4PGA90XAS2gjSaNJFLQnKTWI3Eiyx4qKYoJlMaUyTVKRsybJ7bpGbmuS5DWUVLQzogFlmqRKSVusbuQkNS2kGizR95Vto0KFPvHXJKmO56q+SFbfRkVfJDveZeOJri6yPir6IpU+Np5ZuTJk2eTOnUO/e6y0AyoaALc1SbJaSKI+yPVATpqkwPWdjKR1kjFjhUjRIlpeDcyIYvyewAvAUIU5AO7qgWQXvKys2MxBcTyR9ki1NJtoN5eVd4opKrWIdJ0kjSYInbtWo9FoBFTW1zN9Y3DOscEFBYwsFBnqGlXCeZJaA/ZHaRuabzrNxizkj7UCGY2VIrxX801Ho9FoNAJ0uJ1Go9EIeHvLFnbbnm5O7tbNyvKpcZVwRpKBlbxhecCylpgGPFyonZ9fA/cQul00Gk380eF2qYH2JGk0Go2Ap21pvzMMg1KdsKFZsEcpOUUz2UPuWponySQ49beIG4F/og0kjUajiSfak6TRaDQOrKmo4LMdO4KWndyxI+0y9a1rcxDOkwQt30haA5RJ2rOAfwG/islsNBqNKtqTlBpIjSTz448xJk603tj3BpWiXxJRtkcguMzPd07oAGra0jyJtr9VK+flqoL7fftEExEU5gTECQacbhkiaRMlbpAldJCIsoXICsbKEjeItB0yzUf0fVq3Fn/fdoKUUaLlAG3bittUxpMmbliz23m5LHGDqE1UFBbUEjeoFIyVtVVK1BoyRbSbKmrf3J6zpf0GX8KGeF8ZVYTXsUSW1EGCipG0Gcvj5IZWXjWsIprEDV9KxmmHlfJ7dJSfA2Eu5G4mTZD1yZGc51Uu1rI2hfm5ndPEbUTzyEyER9luJ25wu5i4RtNMJMLhp9FoNAlFvWny7KZNQcu6ZWVxjMw61jSJSIwke0FZE9gEFDfLjNxHpEfqCzwPdI/hXDQaTdNIhGdSmuYl4odnDR4ljUajSXI+37WLsurqoGUXdupEmk7Y0Gw4aZJM2zKnNOAtJeSuHPjBYfk44G20gaTRaDSJhvYkaTQajY2nbV4kgAs7d47DTFIHuyfJJDTwtyUbSTMITUZxPvAX9IVYo2lpaE1SaiA/N9vjQwPfqxROVNAoZGeLNUkqxV9btxa32TTaDahqkrZtc46Ur6pSKXoq0x3JNAAiLY7b4nPVYrIiHZHkhxL0MQyxJkmmB1LRELVvH/14Is0bgGf/XnGjSF8k0wOJisaq6I5kbarjqRQpVdS6RMtO0+StbduClh1ZVESvnBy1q6JqkVk3r8CSAq+JgtMZxH7Wc8oruIHQkAgVfVFza5K+DHhtAHcAU3yvAxHtLbIztkemvRMJcd0uJqvSplpMVjBejWQrieSOstNKLG+CxfWwxXum6+mJ3S7yKrrnE/222urQJBj6AZZGo9EE8PKWLdSYwYFek7UXqdlxur2tsS3PAjoCWwKWtQRPkkmjHikX+DegA9g1mpaL9iSlBrpOkkaj0QRgD7UrTEvjNJnrUOMKIiPJjj15Q0soKLsYKxNfJ+B1tIGk0Wg0LYGwRpL5zjuxmIdGo9HEnZ/Ky/nZFiZ4bseO5KbJUuZr3CCScDtombWSvgAGAe8CA+M8F41G03T8nqRY/Gnihzzczv7rBL6X1TMRoaBJyi3yCrvk5zvbeKph0yJ9kUofEOufNm2S1QASbSNVPYYoRlv2+4m3uRhZnSRZm4omybmtUydxD5U2lVpIsjapM2LNdnGbSJOkUidJ1kdFX6RSC0mGrI/bhorDeE9v3Rqy7OIOHRrPfar6IhVUPitW85P9FpI2mX7H6SxR59DHngVuHZauJ1DbI3v653b4hGi8wF8iB3gHK9TO3ibrF8lyQF4AUKT/KCgQ91HREMnmkJUV3eeEafOmO1/XqiSnMFuyygbcLjsm20QylG6GVY53t++6VTagrpOkaSFoTZJGo9EAVV4v07cHG6uDcnM5SHYjp3ENVU9SObAXkORFiTuXEZqgQaPRtFy0Jik10EaSRqPRAG/t3MluW6qryZ06YejaSDHByTfglJPPKQ34ehLbSNJ7kEYTyo69e/nyl1/iPQ2NRkhURpJx+umYb7zRXHPRaDSauPGMLe13hmHwmw4d4jSb1KOpRpLW+mg0ic3eigq+WbyYzxcu5PP585m3Zg2maS8Z3XLQnqTkR24kOemO/MtEsbAyrZIs3lShDkt+vrOeRbWukSiqRnU8kTalqkocs79rl0yvpIJIkyQLnHa77pKsLlT0mqTWrZ1rgritSZJlfe7YUdwm+t09u3eKO7mtLyovd16uWtdIdOyqHu8i3K7nI6sfE8Caqio+27MnaNnJ7drRLkdW48uG6JyY6DommYhCpC+KcLvakel3nLZ0PaEXqRKH9Tba1otliEQkmiQ7srOlsE2mIVJpU9EDyfrEag6IT1UqpyO3NUkyVPRKsjlIqx26qVeSTUJyzq6sqGDm0qWWUfTLL8xeuZJ6b7Dm+R/nncf1L74Y/nM0mjigw+00Gk3K89y2bdifZ16sayPFlEhTgLfDMqgC74dbQhpwjSbZqamt5Ydly/h8/nw+nzeP75YsoUZi+Fw7aRJ/OvnkRiNJo0kwIjKSzJdewvjNb5p7LpoG6rCi2HXaYY2mufGaJs/aQu26ZmVxbJs2cZpRahJp4gYDK+RuecAybSRpNLGnvr6en5Yv5/N58/h8/ny+WbiQClEaQRulRxzBPeef32I1nzpxQ2oQtSfJ+M1vMF96qTnmogGsFOAXAk8jD1PTaDTRUlFfjxfIDwgj+2zPHspqgm/HL+zUibQWevFuqUTqSQIrDbg2kjSa+FBTW8tVjz3GK19+yR5RaLeEicOG8czll+PxuJ2QX6NxF7mRVC/QptTXiwN8ZUG3KjVVJH3y2znrWdyukySrieNmaRmvdx+7d5+JaX5BenoBhtEYpa8u1RBtP9HthyqyYGuZrsNZeyTSHQF0c1JuA3l5P+DxZNKq1bCI+4BYkyTTMckisdqIanutkNRC2q7QJusj0iupapJEbbIdU2WnFZ1zQFkHE0hZTQ1Xl5Xxbu/eZPoMJXvCBrCMJEdkcf4qmiRZm8pjSpU5yIQcIk2Sio5J0s9TX0+2w6PZurQ00h32iWLb+/UEX8xkWg1RFTjV27WYaZJkdYhkbSr6olaCXIEqol5ZP1kfyT5WGXrIAmIpJqhpkmSnMNHpSDae7BZIRQ6UGadaapkZGdx18cUA/PuDD6LqO6pnT16/5hoyDUNeizPB0Z6k1ECb8QlCff0O1q+fgGl+4Vuin2JHg9dbxc8/X8SOHV/HeyqaBGZ7XR0f793LhatX4zVNdtbV8dbO4IQa44qKODA3VzCCprmI1pMUyEasIGWNRhMbivLzeewPf+Cbu+6iv+wpZAC9O3Xigz/9iXzVirsaTYyJ2Egyn39e6QOe+uQTii++GM8pp9Dj179m+iefKI2TzNTVbWD9+iOorp4dsNSgru4ZamtLqK31AP2B/8RphonP1q13sH//Inbu/BaA9eun8+mnPXjvPQ+fftqDxYunx3mGLYfnNmygxzff4PnkE3p88w3TN22K95RcY4fv0d8rO3dy9dq1vLx9O9W2FLSTm5CwYfr69fT49FM8771Hj08/Zfp6HQgWKe87eIwiNZK8QPLspdEzfc8eeqxYgWfJEnqsWMF0W6ZGjZgPP5zOiSf24KCDPJx4Yg8+/FBfKyLlpc8+49S//Y3FEZznOhcV8b8bbqB9odsZfOOD35MUiz9N/FDyuxoXXID5H/kN++J167jqqaf45OefG5at3bKFKffcA0DpMceofHTSUVOzgg0bjqaubm3Q8vr68zDN1wKWrAN+73t9Vqym1yKoqJjNtm3/AGDnzm8pK3uO+fMvxTSts0tl5Vo+/XQKAP37l8ZtnomOaZpcuWQJj65f35DpbW1VFVMWLYKSEkplcacthB0BV5yHNm8m3xYTX5iWxunt2yuN/dK6dVy2YAEVvpv9tZWVTJk/H9LSKO1uv63XBDK9vp7rHeqlfO31cqbD+k5bc51gebLz2P79/GH//gZP2tq6OqZs3gxAqShsTgPABx9M589/vpi6Ossc37x5LX/9q3WtOP54fa2QMf3zz5nyz39SWRM+dL8wJ4ePrr+eHornVo0mXsiNpCiDa+vq63nvhx945OOP+UxQRbmiupqpjz9O6ejRtpkIpiLRSXgE8cz5+eJQGZWaRyq1kCC8Jqm8fB5r1kykrm5LyDrBBpKfSuBOsrMvto0ny4InOoG5XI9GokkyDHG8vGj7yfRAXbs2vvZ6q5k580L8SoPq6k0sWDClwUDyU1dXwaxZUznmmNALnyhSQEXHBIDvBiXi5QAOupiwbS7WVpq7dy9/WLSIGfv2hbRVeL1MXb+eUqfjTRa0LwvAV9EXqQgEbPqY7bYaHftt7ycUFTGvspJN1dVsrqlhU3U1v+3Wja7+8BBJmMgfFy9uMJD8VNTXM3XRIkp793bupKJJUtE4yc7lsvo2on6qmiTBZ123bRtOyqg3TZPHHZb3dFi2icaQPZHuSIZKH3BfkyT8PRyWb6mr46rNm0NCDStMk6k7dlBaUqJ2YRPNQUX7JGuT9KmoEge6uFUG7q67/tBgIPmpqqrgoYemcvjhciNJJp8UoSLZlkqIYlXExeHcO/WZZyIykLIyMnj32msZUhygJBSdy92uk9eMaE1SahDVIWY+/TTG5MmAz5vkC8HbuncvT331Ff/+/HPW7ZQUzPRRJhOcpwj79s1k8eITqa/fHWXPsuaYTotlxYo72b9/UdAyr9f5RLtrl952drZUV3PLypU8vWFDSJ2gQMpa0MVLxo4w3+OtHTt4a8eOhvd/6N690UAKw1ZB6tuyiorIJ5iiiELlRFcTp+cX61yaS0thU10dR61fL3zcZc/YqAnmzTcfZd8+5z1s61Z9rQhHJPdxhmHw8uWXM65//xjMSKNxn6ifQwQaSt+vWMHDn37Ka7NnSwuG2SlOgrCdprB798csXXoqXq8kq5QQe16n1GXPnh9ZvfrvEa/furXedn5qvF7+VVbGX1avZm8Ex26xC5nlEoEdUZynxrRqxT19+kS07hZJbZBinQQiLPbisH6KBOtnAx2BQB98Kt3WbvAZSMskRn9xptRfldK89tq/+Oc/rxK2d+igrxXhKG7XjrWyCAjg0Qsv5LRRo2I0o9iiPUmpQdTZ7Spranj6wgsBGPOXvzD9u++kBpI9R1tuVhbTzj8/2o9NGtate40lSyYpGki5pKdPc31OLRGvt5oFCy7ENCOLecjIyOX44/W2M02TD7ZtY9B333Hd8uURGUi5Hg/TOnaMweyan+0RXtXaZ2Tw3yFDyIywjsfz65z9GLlpaUwbOjTi+aUipmk6FpIFOEYSa2S/jbX/Ant8f8nGutpaxoUxkHI9HqZpHZwjP//8DWVly7jppqe57LJpZGYGl6jIysrl0kv1tSIc084/n9ysrKBlOQGG+Z/POYffTpgQ62lpNK4i9yQF1M9YtX07j33zDc989x07w4SPeAyDScOHc8WECWzes4db33iDsh07KG7XjmmlpZSOHQv2J6+igFyF2i1F7cRPbmXDuV0nqW3b4PeLFz/FrFmXYZqRR78bRiamWUN6eglt206jsDA0Tnr7dkk9iUrntgiLYocgumdRrU0l2rYyPVDXrvDDD39h//6F4pUCyMoq4Kyz7uCEE5xjzEWfJdMdZe6XhJWKtEey8IQtobq0BkSZqqLUJC3ev59r58/nI0nmq2HZ2ZxUUMCLu3dTVltLcUYG0zp2pDQnx/kYlYWvqQTty5BpXSIkEk+SB3hl5Ei6OZ0QHA4A0zR5qizUj1Gck8Pfhg2jtF8/8Ye5ULOkWRFtL1ltJdnv7rAPraitZa9g9QG5uXgEYWPFNTXMDtCUrQPSfR7PL2pruQL4mVC1pOjsKzsry0xlFU2Skh6oqIi11dWMLytjtcNx1yY9nV11dRRnZzPtwAMp9WdpVKlRpKJjUqihJNMdyU5vouuu7Hrs3/X69Tucfv0Ob1heVFTCs89OZdu2Mtq3L+aii6Zx+OGlUkklqB26KhJE6SkrW7EGmwuUjh8PwNTnn7fu79q25a/nnsul//43Fx55JLedfrq8cJUTbl8zmhntSUp+pEeR1+vl48WLeeTrr/m/RYswHbIPBdIuP59Lxo3jt0cdRUnA3e95hx5qvZCdlJOcn3++h++/vz7qfqZZQ1paIe3b309+/mnNMLOWx9atP/LTT3dHvH519T6mT7+e3NwijjzyomacWWKyu7aWO1as4OG1a6kTHMPt0tP5W8eOXNy6NWmGwV/sFmK4O4YWwvYItFV/7dePCVFkYfpmxw6W224Gru3bl/tGjIh6fqnITMkTmxrf/lpvmlxfV8dEj4cJHg9phkGxERynsBbYaZpcU1/PC0AJkBzJhi1WVVVx1NKlrLUZjQbw1IABXByY0UYTMUcdVcpRR+lMdiqUjh9vPfQO4MeVK7nvggswDF3rUdPykRpJfe68k5URJll4fvJkfj1qFNk5OeFXTiFM0+SHH26O6qbeTn39XjZtOp127R6gdeur3ZtcC6S+vpoZMy6KOMwuO7uIUaMmc8YZl9Oxo1NOrOSl3jR5at06blm2TGgcpBsGf+jUiVu7dqVI1b3YggjnSZrUti03HHhgVGM+uWZNyLJLevWKaoxUZqbEAPebA2mGQS4wsbaWTsC5aWnYn1HvBfrX1bHV936Q6zONHytqazlq6VLW2QwkD/DsAQdwvjaQNAnCAxddlBIGktYkpQZSI0lmIGWlp3P2wQfz/MyZAJxve5qgAa+3nm+/vYJFi5yS2IrJyOhKTs7AoL/q6gGkpSXTc1E1li//Kzt3OqeXD6RTp8GMHXslw4aVkpmZS5JIaiLmqx07uGrxYuY5pPT2c3xREQ+UlNDX/2AjyY0kr2myU3JV65mdzQv9++OJ4gK/q6aG1zdsCFp2aLt29Nf1aSImEk8SwO/S07m7vp7NwP2CsJytAa8HuzS/eLOstpbx27ax0fadPcCLPXtyrj2uW6OJI6lgIGlSh6iDVkvatOHyww/n4vHjaVdQ0GAkGZMnYz79tOsTbKnU1dXw2Wfns3KluOhuVlYnCgsHUlg4kIKCQRQWDmTfvgGkpxc5jNeMk20h7N49lxUr7hK2ezxpDBx4GmPG/J4DDjg8JU/Wa/bv5/q5c3lt7VrhOn2ys3mgpIQTWreO4cziz576ekT+x2yPhzcGDaIoyix+L69fT5Wt1pL2IkXO7vp6FkpCIAONpC6Gwa89Hl72RqbpTAZP0uLaWo7aupXNtu+cBrzcqxe/btMmPhPTaFIc7UlKDSI2kib268cVhx/OCQMGkObxWFXR6uowH38c47LLrJXq6uR7jUx4bcuS0oBC4gZRkVmQF5oVJRGQTcFJ3F9dXcFjj53BypUfApCb254OHQbRvv1A2rcfiMczkNatB5KdHXqBE2n+ZaVaVArUqUpMRJ8lm4NKMV57MoX6+hpmznTOZpeX14FRo6Zw2mmX0batcxYGWaInUaRKm2xJgpIV68Vt6wVtm0TVYJAndRC1BSwvr6vj76tWcc/q1SE37X4K09K4vW1bft+6NZmGEaqMlu0UsdIkyc4RMgNG1C+gjyzU7rH+/RnmNxplgueAHd00TZ60GaOFGRmc2b9/8FwjHM8VROOpXs1V1OSyNptB9P3evdL6XDWZmUHXhj/U1PByBLX4AIalp5MezYMS1Vpgom0u219lBXx9J8yFVVUctWkTW23Hc7ph8OrgwZwe6B53u0q66Boqm7dCIoh9u8RdFC790tOUqI9sd1Wp2yzrI8t3Itp80t2ypSZ+cWt9jaaZCXuEXTJmDNcddRR9OnQIO5hx2WWYj0cXWpaM/PzzOwwZciLDhl1P+/YDycsLFoGLDCGNmNmz/8qOHQuClnXrdjBjxlzJoEFnkp6eFZJNMBUwTZNXNm3i+iVL2CAIWzKASzp04K/du9Mh2mxDSYSokOylXbtyYZcuUY83Z+dO5tkMzXMPPJC8JKkpFQtmhtkfa2yJRg7JzOSQjAxmhTFoMoDIKlwlJvMrK5mwejXbbSF2GYbBa0OGcHIE12ONRqPRNI2wRtKcdevIF3l5fAR6k7ShBIcccg4ADnpujQJbt87lxx//BoDHk8mQIWcxevTv6d794DjPLL78uGcPVy1axExJrtzDCwp4sEcPhuflxW5iCYpTjaQRBQX8q29fpfGeWrUqZNklimOlKnYjKcswqA4wjGodsjFelZvLuZI09gD9sQyKlshPlZUcvXo1O20GUqZh8ObQoZwYReZFjUbTPOhwu9QgrJH00/r1HHL//bw/ZQpDdQYdTYypr6/h008vIje3E4MH/46BAy+lZ8/Ufoq6uaKCm+fO5bnly4WhSt0zM7m3pIQz27RJSW2WE3ZPUuv0dF4fOpRshfpL5XV1vGx7CjKsbVtGyIqqaYKoM02+t9XcK/R42BZgHNg9SQBnZGfzp3372CjRJg1J8H3+86oqxmdlhRybP9bUcMyGDey2fbcsw+DtYcM4Tu9fGo1GEzMiCmhdv3s3hz34IK+dfz7H+Qsj2oJ/zQcfxLjqKsDnTXr44dCBZNmzRGEXspTioiBjyZP1ok5iTZIonlkWxiV7kqAi4xDdr8nCvWVOAtEmV30CIgq/Vy0mKyrY6l++dOmXnHjirQwadAppadbuKrLVZbqjHj3EbR1bOxerZI1Ed7RunbhNFE8pKxgri8H0aY+q6+t5cPVq/rp8OfsEP2COx8ONXbrwp9xccj2e0EK0svAmWQiT25okt0PSROMFxOzbQ5deGjGCA5ySV0QgAPyvw29wyaBBGE7nK1VBoQiZDkHld1KpcCkjQr3Sgn37KLcZA60zM9kWINyoSUsL0bNkAL+rr+dWiY5vcG4u5IrP9Y64rUkSLK/wejl/0yY+6NmToQH7y6zyciZu2MAe2zbJ8Xh4d8AAjpalpndbk+RyMdkaMh2XyxyCsdIkqSL62VVlQqK5y04RXkmZY4+KaCpWGielyrmJhfYkpQbSI+LuE0+ka6tWjX+FOgW1Jrb07XtsvKcQd0zT5P0tW7h20SJWSIycc9q25e/FxXTPypKXq09RAhM33FpSwglNyAv/1LJlQe+z09Io1aF2UTHT4Q65je0mzcmTBHBZURF/3bEjKDQvkMEK3sFY8c+9e9lQW8ubu3c3GEkzy8s5buVK9tkMpFyPh/cHDmS8zDjRaDQaTbMgNZJuOOqoqAYL9CZpNBo5FbW17K2uppPE1bZo926umTWL/23bJlxnRF4eD5aUcJh+iCHFH253TOvW3H7AAcrjLNq9m5lbtwYtO7NHD4rCaDc1wczcuzfofev0dIrsRpIgpK59ejrnFhbyrMAVMThBs35tra/nbt+c39izhzs6d+ab/fs5YdUq9tu+a57Hw/8NGsQRuuaWRpOQaE9S8iP21TYR4/e/b66hNZoWT019Pae/9hrzBCF4u6qruer77xny9ttCA6lDRgZP9+zJD4MGaQMpArbX1tI9K4uXBwwgrQmaladtXiSAS/q05Fxq8WGGzcAZU1BAlif4kiTyJAH8QVDnq8jjoaun2S5tTeLO3bvZ5/tOC6uqeGL7do5zMJAK0tL43+DB2kDSaDSaOKL+uE1gQpv33Yfxxz9ab+yCGJkOQRSQKwskVija49m/V9hWVOR8oymLcxYUfgfkNRFEiB6AqpanED3pkH0nlbIuCiUyAHGdJJFWCdQ0SV3aCXRHIE5DKEtPKNMXieok+XRH9V4vv/n8cz5avZoLS0osUZlPX1Hn9fJkWRm3LlkiTFmdYRhc1akTt+bkUJiWBk51Y/btc56D6s4s0muoaotU9R8iROFVATvsftPk9REjaOc3KEU7uuT8UZ2Tw/MrVwYt61NUxOG9eokPglhqktwer5k0SRsqK1lr2xcP7diRn22GU43HIzyBDAOO2LGDr237+uDcXAxZggPRfi7bJ1VqdNl+i2VVVTxum+tlDueKwvR0/jd6NIfYjUCVE6msn8uapJp0sQZsl6AekuzyLosYFo0nO4WpaJJUDg1VyY/bJckyE8GbKpqg6Fhz+7rQjGhNUmrQrI/bGowljUYDWPqiKd98w2urVwOwu6bRePti+3ZGfP01ly9YIDSQTioq4pchQ7inpMQykDQRc3OvXhzcRG3HO6tWscN2c3/JwIE6g2CUfOdg2I9t3ZpMuydJksEO4CqHekFDok3YECNu2rSJcPdURenpfDZmTKiBpNFoNJqY0yxGknnffc0xrEbTojFNkz9+/z3PBIRr7ampYfXevZw+ezZHffcdCwQeoH7Z2XzYrx/v9etHH1nGR42QI9q0afIYTy1cGPQ+3ePhfH/GT03EzNyxI+h9mmEwqqgoaiPpV61bU5wZnDltcAIeHzP27+fNMLWd2qSn8/mwYRykkzRoNAmP35MUiz9N/Gg2T5LfUNLeJI3G4s65c3ngl1+Clj23bBn9X3+dNwUpwFulp/PPkhLmDxnCcfrmKa6s3rePT2yp3391wAF0TFDPRSIzw+ZJGlZYSF56eoiR5FRMNpB0w+D3Nm9SohlJpmly3caNYddrlZ7Oxzt3stpWO0qj0Wg08UEetOqSCWv88Y+Yf/+7Wg0PkbYC1AoVSGL2c9s59ysqEt8EqcQLy8LbRdOTxWeraJJk846lJilcnSQnRJmbOxZIbi5kNY9E2iORtihcm4PB888FC/jz3LkhyxcLflgPMKV9e+7s2pX25eXOQfiynUJFkyRB9DzfIxMByMIBRf1UtB8yXNyZn7EZuACXDBvWOI6oYJnspl2WES+C2k8hqJyzVbQLTajVVFlXx1zbvnto585QVESm7TepAWjfXjxYXR2XtGrFnzdtosK3Tw3q1k1NgCLbl2WE0ca+sWUL30Vg+KyuquKmVau4adUqDmnfntKePbm8Xz/S/Iajiu5I1iYbT9Qm+RyRTgjE9ZBkpzDZTyiqhCDb9URtqtId0c8u0yLLPkvUTyYzVNIkJYJWKQnQmqTUoFk1Sebf/96cw2s0LYJnli7lmu+/j3j9cQUFzB04kMd69KC920VXNUrUeb08u2hR0LLuBQUcK6tSrHHkx23bqLN5iMb6DKFMmyFcE4Hh0jojg/O7dAGgJCeHwgQ6Zmq8Xm5avjzqfsV5eRzbtWujgaTRaDSamNPsZ2C/oWTccENzf5RGk3C8tmoVl37zTUTrlmRm8nqvXnzRty9DdQhXQvHx2rVssD2+vnjwYH0Tq8BMh8yQfiMpw5YAI5wmyc+VJSUADJGlAY0Dj69fz4oo0pwe17EjcyZN4r/jx9NXp//WaBIWrUlKDWJ6hdeFZjWpxIfr1lH6xRd4w+gqALINg5d79uT0Nm10prQE5CmbF8kALho0KD6TaeHYC/F2y8ujuy9UMcSTFKGRNKCggGPatmVwAhlJe2pruWPVqojWHdumDV8dfjgfjh3LCFkYnEaj0Whihjw4VSVnvUN4hHnHHRi33w5YhlJUYXiy+FlR0LKsjywIWtCvTSdZ7ZHo7UyZDEEUfyySO0BoOapAVDRJshho0dxl9yZu10kqRFDrSqY7UtEXyfrIaiht3szXO3dy2uzZ1EZ4k1dlmhyxZAk3FBRwW6tWZAUaSiJ9kWRfFv28kc0mctIl54iYPoERhVip1CiyLd+0fz/v+VK2+zn2wAMpsRfsEh0EMsFerDRJqrWVXK6TZJpmiJE0tlu3hhNBpm1b1Xi9cu1MwGddNWQI+2prrfVVdBeqj2wFn3X38uXCVP5+hrRpw7SDDuLE4uLGhyOi/UVFdyRrU+jjzRcXrd7jnHsGEOuVVDVJojaZ005FcqYig5QdTrJIUNH8VOskka2gSRK1ySYuuwERIfqyqrrAOKG9PMlPzO5jzDvuiNVHaTRxZc6ePZz0449URWgg+akH/rZvHyM2b2aWyoVH0yw8v3Ah9TZv4KUjR8ZpNi2b5bt2sd12J3togLFp9yTVmyb1ER5Hx3ftylGypysxZF1lJf8MSPVvp1dhIdPHj+en007jpJIS7T3WaDSaBCQuaU6MG27QSR00Scmi3buZOHs2+xSeiHVJS+PwzEwOy8oiV980JQSmafLU/PlBy9rn5TGpT584zahlM9MhFfbYQCPJQeNV6/VGpP3yGAYdEiT9961Lljg+JOmcnc1tAwYwefhwMrSeTaPRaBKamBpJ5t//3pDAQRtKmmRj9b59HPPxx2FDbPz0zcri8Lw8DsvP5/DaWg5IS9NPlBOMr9atY6UtJuiCoUPF6XU1UmZu2BD0Pic9naHt21sqaEI9SWCF3MkCnhONeXv28IItVLd1RgY39e/PFb16kZueDtpA0mhaNDoFeGqgfqVXCaCtrcX8618xbrml4X1YZEHBKnUAVNokfdpI4rrT0zMdl8tilkUPQmXx2Sqlb2KpSWrbVtwmKoHi2b7VuQEc6xABYCv0GYTt5iwIFU2SrW1jVRVH//gjGwVB8WnA8PR0y1OUmclhGRl08O/bNTVyfZHgB5adn1U0SbLbNlGbtI/s+Ba1qQb0q5wLItAkPblwYUjz5MMOc9aNiLQkMk2SimbKbU2S23WSJCeXGbZj9+DiYjI6dmzYHzILQzUvNQUF4hOjyvcVITuRRrH9rpszB39wZl56OtcMHcqfhg6lVeDJU6YHEglQVeskKdQ8EmmPtm0Tf4xKnSQV3RGIT5fK+h0Bsp9ddAukeqiJdj/ZbinTYOXnO5+dPW6fCzSaJCauR4Rxyy2Yf/1rPKeg0TSZ7TU1HDN3LqsCrlg5hsHovLwGT9Ho3FwKZHcYmoRjZ2UlbyxeHLTs8J496SeqZqyRsqu8nEW2pA2H+lJ3+3HyJNW2IDH3xxs28MnGjWR6PPx24EBuHjGCjjqdv0aTdGhPUmoQFyMpyJuk0bRg9tbVcdzcuWyuqeFX7dtzeFERhwEjcnIc9RWalsP0BQuott2gX3LIIXGaTcvne4d02GPtRpLDk+xI04DHm3qvl5t+/JGLevfm9mHDKNGpvDUajaZFE3ffqvYmaVoyqysreX7QIPrn5eHx64m0x6jFY5omT/70U9CywqwszhgyJE4zavnMXLEiZNno4uKg946apBbiSSorL2f6uHH0l4W+aTSapEB7klKDuD3q1oaRJhkYWlDAwPz8RgNJkxTM3riRBbbQsNJBg8jNdNYZasIzw2Yk9WvfnrY2/Y1TxreWYiQdUFCgDSSNRqNJIuSeJJWLk4Jpbdxyi7t1lGTJHlQSQciQfN9CQbhFdifxjZYoMYLs2uu2WFUlcUPr1uI+mXUV4sb1252Xi5IzgDihwqZN4j4qiRtkc1Bpk3iYZLk3agTLZT+tSoCS7ImJ6MhQSfYQrk0J0bGrkhghKysk7TfApYccIi/+KkrQIKsELct4opK4QQXZNhIhO486XDfq6uuZZSvIe2i/fo1JBXwnqkyHY6SmoECc/UV0jVL5Ti4lbohoDrITumg/Uk3cIGqTjCdKjCBKwBCuTZSEwe1isrG8FoqQ7UYqbbI+sls00feVZuZUSYDjIqZp0lIeN2pPUmoQV9GEeeutDa+N22+P40w0Go3GYn91Na/YjKQRXbowvEuXOM2o5TN/zRoqbAWSx/bqFbJeSw6302g0TcO0Fe3WaOJN3JXlgYaSRqPRxJv/LFjA/ppg/90lI0fGaTbJwcwlS0KWjT3wwJBljokbtJGk0SQl8zZs4FdPPtnw3tPCkh3V1cXmTxM/4p64IRDj9tvdDbvTaDSaKHlqzpyg9zkZGZw7dGicZpMczLClUm+Tl0cfh1Tq2pOk0SQ/S7ds4fYPP+Q/tuQ4Gk2ioW4kicxbBbPXvOkmjLvust5EUxlVFCdbXh71HJRRCILOlBSX7Njauc0rKEwbbgoqZKZLFC2iYPDtkgDy7QLdkaxNpi/assV5uaz4q4rGSZalTjKeVxBoL1FmCXVHINYeuf2ASXYyEO0RKn0APCo3vm4XlnYQHPyybRvf24oS/3r4cFr5qx7LNEQi7ZFMsKeimVIRSsi2g0z8oYLDCWnmsmVB78f074+nQ4eQPpkOc6nJzxdXnVYpSixCdu2R7XuiIseyOcgKDIvaVHRHINQeiQrGAuxe47xcVjBW1ia6JMs0SbKfY98+5+UqGh3ZoRFJvXs7bmuSZNd3lfGkmiQRLhWgXbtjB3e8/z7Pf/cdXl9oXZrHQ30LSfMfiNYkpQYJ49s0b7oJoNFY0mg0mhjz9Lx5IcsuGT06DjNJHtZv3UqZ7cHGof37O67rGG6n70Q0mhbNpj17+P0rr9D71lt5dubMBgMJ4LeHHhrHmWmcMAyjr2EYLxmGsdEwjGrDMNYahvGYYRidmzBmF98Ya31jbjQM40XDMPqE6dfKMIx/GIax3DCMKsMwthqG8ZZhGAdL+hxhGMYthmG84/sc0/cXdfG6hDGSAtGGkkajiTVVdXW8sGBB0LK+HTpwaM+ecZpRcvDdwoUhy8b26+e4rpORVKvD7TSaFsmO/fu5/o036DV1Ko98+WXIsVyYnc3txx0Xp9k1Db8nKdk0SYZhjAN+AkqBTcBbWIEwvwXmhTNqBGP2B+b7xqjwjbkZ+A3wk2EYjpayYRidgLnAdUAG8A6wDDgFmGkYxpmCj/wX8BfgV4CyYQcJZiT5vUkajUYTa95etoydthiVS8aMwdA1sJrEjF9+CXqf5vEwqndvAOptN02ZDqFrdk3SclG4rUajSQj2VlRwx6uvcsDUqdzzv/9RKYhbnHrssbSXhZ5qYophGHnAq0AOcKVpmiNN0zzbNM3+wH1Ae+AVI4qLomEYHt+YbYF7TdPs7xtzBPAHIBf4r2EYuQ7dnwR6+vofaJrmWaZpHoZlJBnAc4ZhOKWd/QS4DTgBCBW/RkFsEzdEYRIbd92Fed110WmUmgvZk0zZ/ETfV6YBEJwwPJK4X6UYY9VAZ5WCF7I2NzVJqnWNbBqUBnbsEHapEQXFI9YeyXRHbmuSVJ5+yMqkivYw1Tm4fuJR0STZ2uy1kTLS0jj/sMOCtSUynUlOjvNyFf2J7LPc1iS5PZ7t3GLPbDe8Tx9yu3YF4L+ffMKnP/7I9WedRd/iYufEDdnZ0K4dc1au5Kbp0+nXtSv/mjzZ8bMaEP0WMiorxW0i3RGIt4WsppZM2+ZynSSRPF/qnwAAbHlJREFU9kgmuRS1yWohyaTAokuA7FIoOcUKP0ulTpLbh4asj9t1kpTqQrn9hQOoqK7mkQ8+4O9vvskO2Q8IlLRpwx+OOKJJnxdPklSTdBHQCfjCNM2HbW03YBknI4Djgf+LcMwTgCHACuDGwAbTNB8yDOM04EjgQuBRf5thGIOAk4C9wBTTNOsC+r1jGMYLvj5XA9fbxr0u8H1THnQmlCcJsAwjH8Y998RxJhqNJlVYtWsXn9mKnZ48dCgdCsXidk14Kior+clmJB06eHDD6+MOOYQXPvyQ/uefzxm33cb8lStDxli4bh2/vvdeDrr+ej6ZN4+Jw4Y197Q1Gk0U1NTW8sgHH3DgZZdx/fPPhzWQAO466SSyZQ8fNPHgFN//6fYG0zTrsTw6getFM+arvjHsTLetZ+/3rmmaTjuUqJ+rJFQKcD/mdddpA0mj0cSMpx1S0V5y2GFxmEly8ePChdTZHreODTCSWhcWMuGgg/h41ize+Oor3vjqq5Ax7n333YbXGenpjBswoPkmrNFoIqauro4XP/2UO/7zH9Zu3Rpxv4NLSjh7xIhmnJlGkeG+/7MF7bNt6zXnmJH2O9AwjHzTNF1O02qRcJ4kOzqJg0ajaU7qvF6etWW1K2nblmMEGdg0kTPDwfgMNJIATj/yyIjHO6xfP/JVQuk0Go2rrFi/nmGXXMLFDz0UlYEEcN/JJ7d4rWeyJW4wDKMQaON7u1awWpnv/wFRDO1fN9yY7QzDCIw1lvYzTXMPViieAfSIYj5RkRB1kpwwr7kG44EH5GO6rVcSFUVQKb4ga5PF/YqCtFV0RzJUiznESpOkoi9S1SQJ2qokRTJkNY/c1iSJKkhI6xBFuVwV2dEu3WNVCpDIUNEk+TQjHy5Zwibbfn3xYYfhyXRQaanUvlGtlyPqpyB09kp+eU8TdQgyZtoy23Xv3JluNk/QKaecwm/vuQdvBLVSjh07Nlibo3KOFSE776nUiZHVVpLVzlLRJEn2CRV9kahNVgtJ5RKgWidJdBmSXY5FpxxZxJfK7YzbdZLcHo92kmMjivPogT168PlDD/Ha++/z8ldfMdNWMFrEaSNGcFivXhGtq2mgnWEYPwa8f8I0zSdc/ozAk4hIYeg/8iSiSuG44cb0j+t/H66fv29hlPOJCtfD7Zbv2kVv2QVAAeOee4K0ShqNRuMWT/74Y9B7wzC4SIfaNRnTNJlp27aHOoTYtG/ThiNGjOBL27pOHDtqlGvz02g0TaND69ZccdJJXHHSSXw+bx7H3Hqr9GFHeloafz/jjBjOsPmIceKG7aZpHiRbwTCMf2ClvI6WCaZpblCbVvLj2oNl0zS5+7vv+NPXX7s1JOY117g2lkaj0djZsHcvHyxdGrTsuEGD6N6mjaCHJlKWrVzJTpvrYexw51D2M445Jux47YuKGHbgga7MTaPRuMfS9es5//77w3qDrxg/ngM7Nikjs0ZMF6Cvwp/flxro0ckTfIbfuxM+M0cj/nHDjWkfN1w/1flEhStGUkVtLee88w43ffklRbK0p00gFRM5zFm8GDOgMrVGo3GX5+fODar+DnBpC05Lm0jM+OGHkGUiI+nUo44KO94xBx2Ex5PwMlqNJqVYuHYt4268kQ2SkhkARbm53DZpUoxmFRsSSZNkmuZvTNM0FP7W+PrvBfxPtUoEH9Pd939NFJvJv264MXfYki9I+/k0VP70syK9U5Npcrjd2j17OPWNN/jJV7umrU1Ue+f33/P4/PlsKi+nuKCAaWPGUNq3b+hAgj3BvPJKjIcest7Yg2zd1umI9kbVOkmiuhuyIOjsbGpqa/nLf//LM59+SkZaGmXbt1Pcrh3TzjuP0nHjQvvIYt9Fc1cNdBal9pQFl8tOniqaJFGQva/PvNpa5tfUcGt5OWVeL8UeD9O8XkoFw4lSosh0RzI1nKhNpRYSqGmSREeG7BbT3/YecD9Wqe3OwLXA6QpzkD5TFO2XsdIqAd60NJ6eOzdoWYf8fE4aNUrcT6Z1yc5m+gcfMPWhhyjbvJniTp2YduWVlF5wgbiPgiapoip6Q0F2SGdnyypkOZMr08f4zqMzbXWncnNzGXLIIY7nvy75+fQ+4ACW29KwBzLxqKNCdTkqmiQVPa2KJknWR1LXSDh3SZ9np7/G7bdPZf36Mrp1K+aOO6Zx1lnWGU9FXyRqk+mYZJcAkYZIVidJts/KPkuE6Ofdtu1FVqy4lrq67WRlldCz5zQ6dRJdLRoR/byy7NcqNZRk5btkbUp1kqI87/3tmWe49dFHQx40pael0blNG9YFXKtvPflk2sj2e00iMBeYAIwC5ju0H+z7H5qRRz7mcN+Y7zq0i8acC5zq6+eEv98KQYpwV2iSlfF1WRmnv/km2wOO1LbZ2VTU1vLK0qVMmzWL1Xv3NrSt3bePKZ9/DuBsKIXBeOghzCuvbMqUE55FZWWc989/MnflSjyG0XDyWbttG1MeeQTA2VDSAOA1TU7ftYv1Xi/VvmVrvV6m+F6Hv/SlNk8D99Jo4GwEbgHSaOZiBHHgi1WrWLVzZ9CyC0eOJEPx4ctL77/PZX/5CxW+u521mzYx5c47oaCA0tNOa/J8Wxozv/su6P3Bo0aRIXhANP3NN1mzfr10vGPGjnVtbsnE/Q8+yPU33US978HDunVrueIK64znN5Q0zmzdOp2lSy/Ef8arrl7L0qXWtovEUEplpn/4IX958skQAynN4+H1W25h1ebNXPv44wD0bN+eKyZMiMc0m40kLSb7DpaRVIp1O9CAYRhpwNm+t29FOeZk4GzDMP7sUCvJf6DZx3wH+AswyTCMAgdDSNTPVZRiF0zT5LG5c5nwyitBBhLAmytW0OXJJ7nkk0+CDCQ/FXV1TLVdPMN+XpIbRgBer5cHPviAEddey1xfQUX7yaeiupqpL74Yj+m1GF6tqmJlgIHkpwKYGo8JtSDWEmwg+anyLU82nnIIB5vchMQA1957b4OB5Keiqoqpd9+tPGZLZefOnSy2F5EdM0a4/rV//jO1Ei/ikD596Ny+vWvzSxa2bdvGDTff3GAg+amsrOD22/UZLxxr1kzFfsbzeitYtUpvu3BMffhhqmpC4yPaFhRw8tixnBrwUOPuX/+aLF04tiXwLLAZGG8YxhW2truBXlgenw8DGwzD6GoYxhLfX1dbvw+wvFIHAnfZ+v0eOBLreexzgW2maS7w9W0FPGEYRnpAv5OB87Fu7f4Z7ZeMhqgfmdbU1XHl//0fT8yZ49g+N4J8+WURVGMWkYzepLXbtnHho4/y5aJFYdctE4WnaagwTW6U7FtlwhbNRqxHPaIQuY0xnEss2FFZyZu//BK0bFzPnvRpwo34NkGMUtnGZNt64fnu++9Dlo0dPVq4/tYweoZjDz20yXNKNsrLyznp1FNDivX6Wb9en/HCUV3tLGWortbbLhxlPomFnW2+h+M9OnVieEkJ2RkZnJGEWSmT0ZNkmuZ+wzDOxjKCHjYM4yJgOTAU6A9sB84xQ8XyGVhJIPyvA8f0GoZxDvA1cJ1hGCcB84DewEigEjjLNE0nhcMlwAwsD9YYwzC+B7oCh2LdrlxkmmbIBdYwjEt8fe18ZBiG/1eba5rm5eKtYSE3kmxaly3793P6yy8zo6xpJ5Di/PzQvSvM3mb+7ncYjz0G+Ayl3/1OLbZcpU2mk1DR9vi2q2mavDBrFn94/XX2RljzqbhNm1Adj0pxiGq7ryUAWaCzKChdFlwuM+xEbZs2ifsIbqju37aNdeJedMOqPGZHpD1yW5Mk28NVNEkyRAe20/ItwGXIDaHOOM9Red5xrpP00rJl1Nievl8yerS1vqxYqURUkJ6WRp2D1qq4a1dxP8l4Iu2R7BmTSOolO0WolJuryxcHIaSnZ/LVzNAi6UNGHg5FzhqszMxMahyeSvuZeOyxch1P6CQiX9eP6h2Pin5NpkUTtFXUNWrH6urqOLv0fH6YLSpGD126FLN7t5q+yO06SW5rkmT9oiEzs4SamlBDKTOzWLkMo0oZRBB/X5kkWnYZF41XUyc+djOjOI8Wd+rEWofrdHH79g3rnzZqFBMGDsSw9xfpqGX6ak1MME3zK8MwhgO3YYXeDca6TXgcuMM0TcnNmXDMRYZhDPGNeQJwGrATmA7caZrmMkG/zYZhjMQKBDrV97cXS9v0N9M0Q8NBLLoBhzgsHxnwOqIjPOIryY8bNnDq9OmsdwihE5Hh8eA1TeoDjM7c9HSmHeI09/AEGkotnT2VlVz75pu8/8svFGRn0yYvj8y0NDLS08lMS2NvZSWrd+wICrnLzcxk2qmnxnHWicum+npkQU05WEenJpjtwOWArEhCNvDH2EwnJpimyZO2pAKtsrM5fcgQ5TFXrF/vaCDlZmcz7dZblcdtqcyaNTPofb9+/WnTpg1O6Uv27dsn9IYA5GRnc9jBBwvbk5mvv/2WI2w1u0zT5OqrL+fDD98X9svJyeXGG6c19/RaPF27TmPt2il4vY2PxDyeXIqL9bYLx7Qrr2TKnXcGhRjnZmUxbfLkhvfXHHccec1YrDqeJKMnyY9pmkuJQsLty5BnhFlnI/BbhbnsBq7z/UXa58/An6P9LCciMpKm//wzl7z9NlVR7BG/HzaMO8aM4cPVq5k6YwZl+/ZRnJ/PtEMOobRPH+UJ+w0lv7Fk/u53ymPFk1Y5OTxd6rAPBsTtTp81i6lvv03Zzp0Ut23LtFNPpVQS15/K3FpREVSWeQSWZ2QLVn7JW4Ffx2NiCcwuLAPJ7hf2YOXV3AN0Aq5CrUJdojJr0yYW2jyYvxk5kpwmxMx/7PBEv1O7dtx7442UJknxxEipra3lxx+DH/CNHi0Ol5v53XfS+irjxowhO0lvtGRUVVVx9gUX8MWHH9I34Jr597//lWeffTJk/YKCVuzfv5cuXYq58cZpnHaaTjwQjnbtSklLg7KyqdTUlJGZWUxx8TTat9fbLhylJ54IwNR//pOybdsobt+eaZMnU3r00Q3rJKuBpEkdpEZSvdfLjf/7H/d++23UA7+6dCml/fpR2r8/pf37WwtV/dc2gkLvHnusxRpK4Sg95BBK/V43t9OdJxHz6up4xrdvHQvcQWNuSD8uRWckDXuAKwB7wmUD+BtwYsxnFDuemh+a2fRSiV4mEj62JYFo3aoV67/+mrQUDB/55Zf5VFQEB6secog4M91X33wjHe/YFK1b9eIrr7Bp82aefPZZ7r3L0js///wz/OUvoT7x0tIp/P3v/8YwpA9zNQ60b1+qjSJFSk88sfEeJcVIZk+SphHpnfeJL77Ix8uXKw28vbKS8a+9xvTjj+e03r2VxgDE9ZMuvRTjSetpmvHYY5iXXhq2j+pnSY07mfEieori9o2TLGhZ5TsFBE4Hhjeav/udOKhaFpAuqmsE4hpKkjpJdQGiDBO4BjgCuAHw+9nsQaEyfZHbmiSRssJt3ZEMWW2l/cAfsNSYdm4HJhI6V9HcY/md3GBfTQ2v2rKuHdS9O0OLixsXRHlM19TW8vlPwSUejjn8cNLy8oR9/MhqHom0R+XlzsvB/RJAKnz++YyQZQMGjLVOEUWhNZk+/yrYSOrZsyerVq1qeH/sKaeE1kfyI/piKl9K9Tzvcp2kmjoP9fX1/OOfDwLw3PTp3PaXv/PWWx9y5ZVTQtY/+uhJXH/9I+zZ42wgqeiLRKd52b4n09uoXDZUdHQqUkdVB7Lo51UpnSjrJxtPZRvJ+mSKzlUq+z+IN260yzWaOCFNAa5qIPmpqq/nzA8+4PmFC5s0johAw8hvMGmajj+c0a7/Mh57DCPBUpCXATcBn9JoIGnElGMVh13q0DYVODm204k5ry5eTLntTuqSJoawzpg3j3Lb3c9xKVzL7Mcfg/VIRUVt6NXLOcS6vLycOXOCQxUnTDiWvn37AdC1a1cG+CMRUoh3332bFSus6++OHTv4859v5Xe/OyMk1ffw4Yfw0EOvkK4jDTSamFNXF5s/Tfxo0pm1fW4unfPz6VJQ0Pg/I4POeXl0yc+nc14enXJzyWrGE3iQR8n3P8irpIkK4557wq/z4ouY550Xg9mEp8T3pwlPJZa3zemRxdVAsilnquvrybIte2rBgqD3uZmZnDNyJE3hI4d016kaIgahRtJBB40VhoHNmvVdSNKGceOOpG3bttx99zSOPvrYlAshM02Te+/9e9CyBx4IrVTWo8eBPP30e+Tm5rmW7U2j0Wg0jUitlxP69KFzQYFl/Pj+uhQW0jk/n46ZmWQ6hY3F4WwdaCiBZSxpQylyRIaRk9arQQuWQIaSJjzVWJ6ieQ5tlwNnxnY6MeF3c+fy144d6eJLqTx/61Z+sKWsPWv4cAqbKC7+yFYce3C/fnTt1KlJY7ZUNmxYx8aNwYn4R40SJ2349tuvQpYdfvg4evfuw913T+OYYya6PsdE56uvvuTHH8WpvQHatevACy98RNu2usCuRqPRNBdSI+mD888XN8oS9McBv1EU6FXShpKcaIyjhrbzzmsIudOGUsugBiu7n1P550uIIs9nC2P2zp0c99prfH3OORRlZ/O0zYsETQ+127htG/NXrAhapkPtgjnoIHHSBruR1KdPXzp16kTHjh3p1etAjjrqaEHP5MXuRbKTlpbGE0+8TUlJrxjNSKPR2NGJG1IDeRycTETntpGksrc59Am6iX/yScyLLgpeQebpUhHgytpUsvmJxlMtkOswB5F+q8HgkSRNYPduzPHjMb74whrrxRcxx4+Xq4BFyRl84zlRI6mYKUqoIPNhqiRuUCkYC7FLciATFPrHqwP+AsxyWOc3vr+6gHVFiNpk81b5vh5ZEpIo2VZdzZa9eznlnXd4+/TTeXHRoqD2/h07MqZHj9COssQqtuPzfw6pvyeOHx+8nsRTVSfZaUWnWBUht0wwLjvNi4Twos+ZOTPYSEpPT6ek5CDHw7yyspLZs4P3zEMOGec7lRjceONdeDxtqZAmnQhNBAGQWRT/xA1ewdxAfBmaP/9nPvnkY/FnAfX19ZSWHsNBB41j9OhjGD36GDp2HCAMS1QpJitKqKBSMBbESUhkfWSXNZWAFdF4MkeyyqVfthvJPkslcYPKuUDWJzff5XugaO+ptLZOk2Ak5R5pXnQRxrPPAjT8DzGWUhS7gaTqCQoylL74AnPYsKZOTeMy9cBdQOizfTgLy4uUrGoPr2myvcbKM/hVWRmjnnuOXba7g0vGjGmy3uVjmx4pNycnZQufAvz0k72I7HBycnIF686ipiY4F+SYMY1euJNOOt39CSY4Dz74j4jWq6ws55tv/o9vvvk/evToy223vUzfviOaeXYajcaP9iSlBklpJEGjURRoLKW6oRRoILkRJmeOH2+N+8UXGD//rA2lBKIeuAf42qHtVOB3JK+BBLC7tpZ602x4v8L2OD3D4+H8UaPYV1XFln372LJvH9kZGYzs3j3iz6ivr+d/NiNp/NixZGXZ00WkBhUV5SxZEpwKffhwsR7p++9D9UiBRlKqJWxYs2Y1b775n4jXz8rK5tJLb+GCC/5ETU1q7nMajUbTnCStkeTH7lVKRUMpxHt06aWuFfYN+pyff7bG18ZSXPECDwGfObSdhFUjKdlvP7eFCQeuN02K//xnKn3xZLmZmcy65pqoPuPHRYvYaYtZOs734CAV+eWX2Q4pqsV6pJkzvwx636NHLzp37tocU2sRPPzwfXi9kQXejh07kZtvfoTu3S1dUo2oOJtGo2kWtCcpNZAbSapxqG6iosWxLTfPOQfjlVeAgPA7J0+Km4UJ3UZhO/i/sx/z1FOtF9u3R1xMNgSHoHRz8GCMQFG8XYMkKSZbI5iHir5IRXcka1MpGAvua5JE2qM1QE/bMhN4HPjIYf0JwFW+z3L6PBVNkup3EmqSVKpBOhDOSPKaZoOBBPD0uecyKAovEsDHtqx2ABMnTAg5X3gl6jG3i0uKNp9sc7glL501KzSw88ADxwTpUfybpqammrlzg71wI0eOk+pknOjUyTL3N282g5YXFIj1QCKy88V9VC5DVVEUV92xYxsvvviMZHYWbdt25sorH+TII8/AMIyG07HslC3apirFX6O8NDQg2mdl+79sv0yElOei2wLZd4qlJkllPK9DsWcAj2ziKqIurUnStBCkxWSTCfOcc4LeJ1pRVLcRGkjNhNm9O6bvJtNYtw5j3bowPTRNYT5gv6UygaeBDx3WHwdcQ+oc8OGMpECuHj+esw86KOrPsKf+7llSwoEHHBD1OMnCggXBRlKnTsV06NDNcd3583+gujr4bu3gg4+M6HM6dTIa/mTLWhLPPfcQVVXiu2uPx8Ppp/+BF19cwvjxZ6ZcKKJGk2j4PUm6mGxyk1Jmu3nOOZCentQprO3GETS/gRT0Wd27NxhIxrp1DYaTxj1MYDqwHNgBtPUtewF4z2H9scCfAEnOtqQjUiPp8F69+Mcpp0Q9/q69e5n1yy9By4476qiUvXn1er0sWBBsNA4ZItYj/fBDqB7p4IPlqdMjNYA6dTIoLzfDr5gglJfv5/nnHxa2Dxp0EHfc8W/atWta0WONRqPRREdKGUl+krXWT4j36JxzmkV7FA67oQRgNrFgp6aRH4FlvtffAicDrwJvOqx7MHAjqXegR2IkdS4s5L+TJ5MhS/kt4NNZs0L0IxOPPDLqcZKFtWuXsnfvzqBlgweL9UizZwcbSV279qBLl2LHdUXGkT3ELnC9vDzrdUswll599Sn27AnN052fX8i11/6Ns8/+LWlpadLKDBqNJvZoL0/yo65JEt1YJEJMaQQB5OaZZ2K89hrQGHpnnnlms08tLBHqrAIx3gv2H5jHH2+92L1bHLwtM55kweURFtAwMzIwAgQShu/z7AElolmoaIhkfVRqHsVSkyQjMETOC7wU8P4rrHm+6tBvGHAdlpcpEl23TMUh0hCp6I7CtQmR1VCyHR/bZMIAIN3j4bXJk+lUWBjdHHznt49sWe0y0tMZP26c4/lPdjqK4is1IJNtqdRWkhHpTYA99TfAgQeOpbw8eFlGBtTW1jJ3bvD6w4ePczxVjRwZbCCtXNlo9NjH9rf16hVsLNmNKREqWi8Q/4aybec/XdbW1vLEE/eHtB9zzNlcddX9tGvXmb17rWWqeiBRP5XTvGwOKjJX+28Y6XhuPvtTvdEVzUH2fMZtDZFKm4q+LlO1mJToPjHa5RpNnEgAiyZ+BBpKQMPrhDCWwmA3jPw0GEgJgOmrUhloLOUQaihpIud7oCzg/Urfn51BwM3IDZ9kJpwn6f4JEzi0Vy+lsU3T5GNb0dRDhw2joKBAabxk4JdfgrdHdnYuvXoNcVx38eIfqaoKfqQxcuQ42/tQ71GggSRj5UqTvLxGz1KnTpEbSrHmo49eYfPmRv1m9+69+NOfHuWQQ46N46w0Gk04dHa71CCljSRoNIhairHUEowjO5VYxpGfnIDlmsipB/4bwXp9gVuAVK6csk2SE7l04EB+P1Jd37FwxQo2bN0atOy4Q8X6m1TAbiT163cIaWnOl5c5c0L1SCNGNBpJMu9RNGzebCa0oeT1enn2Wat4bEZGJhdffCOTJ9+E16tDkzUajSYRSHkjyY/dqwSJZSw5GUfmpEnWixbwOMNvEDkZSwChEfkaO18Dm8Ks0wu4ieBtm4qIPElDOnTgieOPb1KCBbsXCVLbSNqzZwdlZUuClg0aJN4ec+Z8GfS+Y8dudO16QIhxNGdO040av2Hkz3yXSIbSN9/8HytXLuTgg49i6tRH6dGjLyBPIa3RaBID7UlKDeRGkiw+1BdKFd2nKdhkLtRJipQGowObUeJ28oMovpPxySeOq5njxzcGesuuqqKg78DiJZH2AWGweo0kaD9w6/mNoda2dQLfbyByDdFQ3/95UfSJtE2m41HRJKlqdDxALfC6ZJ3Adb/EymjX1qFddgSq1ElyXZMkE+lEgZOR1Corizd+9StyDUN+DIY5t31kM5I6tWvHkD59hOc3lVOYrE0WSSis2dOMmqQ5c0LrRfXuPdbxM3fvruPnn2cELduyZT0HHRScnP6rr8yG05ubl41OnQyWLnU2lFTltCrbfP9+eOut57nttpc49thzMQyj4fuqaIjcrnkkapNdNtyeg2zfc/OSLLvNke0TKhoi2XcSXUJVNUkq+6WoLVO1ZmaO4HGd6B5D5b5So2lGtCdJgN9gMt57D+O994IMqFjhZCCZ48fHfB7NgchYAuiqMN5Q2/vQ27aWzZfA9gjWW+77ew44EDgeOLK5JpWgmKbpGG730okncmBrpz0ucsorKvh6zpygZRPHjk3Z1N8AixeHetb69h3tuO7y5XOprBTfGX/1VfN4epYuNenb1/DNTWwoxYra2hquv/4JCgubtj9qNJr4oD1JqUGq1JZUJtBYiiWBBpJ5zDGY48cnjYEUyIaAPzcZ4/J48aQaeCfKPtnAKJJrO0TKvro6amzpuW8bM4aTFBM1BPLVnDkhXtOJY8WprlMBu5FUXDyAggLnm/+ffw7VI4FlHDWXgeQn3oZRIBkZmdpA0mg0mgRHe5IiwJw0KaYeJbuBlCoEGkqqKcADjYIxJIdH6VNgT4TrGsB44FycvXSpgD3U7rgDDuA2lwyZj2YEh4oZhsExo529JqlAXV0ty5b9ELSsf3+xHmnevFAj6csvlRLCN4lE8CZpNBqNJrGRG0mieFIQB8arBnaL+snGU/F1KgoEzOOPx/jwwwaPUkM2ORc1U8Y33wR/5ujRjUHgbhdLUNAdgVh75LYeSLXPF77Xfp/bGN8ylZpHsdQkiagE3o9w3SHA2UB3LE+S0+fJjhgVDZHrmiRZQRpZW8AxtbWi0Yw+oFUrpp94ImkeB6e5SP8k+Rx70oaDBgygXRND+ES4eXpTDQsRbQr/aXn58p+prg7WRB54oLMeqb6+nnnzvglZXl0tD1WU6VaiZd48k6FDDcdxY61JirZNpY/qeCqXDZXxZHJamTyxVniMqgTHiEVJsaxrJLqlUtU0qsxP9HsUFkgyLqrUUFK530swdLhdaqDD7aIgMM228eGHGB9+6Mq4xjffBBlI5ujRloGkUeaLgNctOUjxEyDcPWJ34HqswrHdm31GiY9fj5Tt8fDGySfTRvawJwpWbd7MsrVrg5alclY7gCVLQvVI/fo5e+3Wrp1HRcXeoGVXXvlYs8xLhj9rnlMtJo1Go9Fo/LQcsz1B8HuU/PhD41TC4uyeI0AbRy7yBS3bQNoP/E/S3go4AzgC/bQjEL+R9O8hQxjesaNr4348d27IslQ3kux6pMLCdnTu3Ntx3YULQ0PthgwZ57Bm7Bg50nAl1bhGo0k9tCcp+dFGkgJ+j5KTsQRig8n44gvH5Q39Dj9cHlKkiRq/oXQ84I7fL3Z8hHPB3UzgOGASVlidJpht1dX8rqSEC7q761ezG0mtCgo4eNAgVz8jkVmw4FNqaqoYOfIkwMoiuGRJsEarXz9xpr+FC78Mel9U1IHu3fs1y1zDMWeOqT1JGo1Go5EiN5JUcuOr5tOPFaoBvg6YxxzjmKZbVNtIOM6oUdaLqiq1YgmyQHFRP4nuqE5iqLmt33FzPNHyj4GJWIaSU5Y4lTm4XVPIzh6shA2BGFj1j07FSsqQLhlTNAfZEZgQmiSZECHCGkq98/K41p/JzqVHfTW1tXw2b17QsmNGjyY98Jwm+iyXT3sqpzDVZy+Bm9w007j33l9x1ll3cfLJ17Njxzp27AjOS9mr11jHz/J6vcye/W7QsoEDx4XVI0HzXzZGjjSYMcOU1suR7XqJrkkS1TZSGU9VbyMaT1bzyzRlx7uoLfo6a7JjI02yU6jorGKpcRLNQ0kHJjsIZZokUVtWVnTLExCtSUoNEsBqadmYhx/e8NopfM6xj98o0sSMd4CTfX/RptOOBx9iFZD10w84CyiOz3RaFKd36eL6mDMXL2a/7e4i1VJ/5+W1xjRNXn31Rtatm8/gwUeHrNOnT/A2MU0TwzA499zQm82BA+Mbajdjhsmhh2pvkkaj0Wic0UaSi4gMpsDlgLvlwjURE2go+d8nIjsB/97TGTgTK3Odvp2LH056pFQzkvLz2zS8njHjZb7//rWg9rS0dEpKhrBkybcsXvwVixd/zWGH/YZHHz3fcbxBg+JrJAVy6KEG33+vtUkajdu8+cUXHD9mDDkyj1MLxTRjX75AE1u0kdRMhBhGmoTAbyhB4nqV3gdysDRHhwEtJwAhefnIZiQN7NWL7p06xWk28SEvLzjVeX19cJySaZpcdlknamuth0Ddug0QGkgFBW3p3n1A80w0CgK9SaNHa0NJo3GTn5ct4w/33cf69yMtZKHRJBZyI0lm+YtidWUxpTIPSiLnzZcFnsoCmhXqsLgemCwISPcq6I5kbW7XFFLpE6lO6A3gdN9rv8E03aGP7BmRSr2hSJ457cLKWncHlqGkOl6sNESq4ykRYZ2kiBH1sR23m3ft4udVq4KWTRw9OiUC0gO/Ynp6Pmlp6dTXO39vr7cer7dx25111n3cd5+V5KagoB379m1vaBsw4Ai8Xg/eCHYStx3v9p/t449NJk5sNJQ++yzUUFLRgbmtSVIdT6T7SQR9jGnKxHIyfZHsCiFCIjoTUF0t7iOqLKCiX5O1yTREKvoi2fxEv6E3PVPYxyO4R9u6bRsnX3cdRYWFofdxGRnOg4mWJyQmKho4TctCZw7WpCRv2N6X+v7iTRGWB8mdyj4aN/jfTz+FLDsuxULtAAzDIDc3ssK5gwcf12AgAUEGEsCAAYkTageWoaTRaNyhurqa0y6+mLLNm+navn28p6PRKKONJE3K8gaJZyxp3VHi8ZHNSMrJyuLw4cPjNJv4Yg+5c8LjSWPBgo8a3p9//iMh6wwadKSb03IFvwdpwgR9FGo0qpimyeU33MCMH34AoGuHDnGeUXNSH6M/TbzQRpIm5XEKtUsEr5Im/tTX14d4ko486CCyW1CqWjfJy2sTdp0jj5zS8Pr5502WLAkuIpuf35ri4sGuz81NtKGk0ajxryef5JlXXml43y2pjSRNspMAgh+NJv74DaVA4+iCKPo/GeXn/U6w/DHJetF+hqbpzF21ih02Xd9xY8bEaTbxJ5wnKTe3FZ9/bu3Fzz9v+grOfhm0Tv/+h+PxJObzuc8+M7WBpNEo8r8vv+Ta228PWpa8niStSUoF1IvJilSLssKmbheaFfVxW1CtOp5KYViRqlLWRyF5hEoxVFmb2+OpJE1wIynBi77/50nWd+LSKNcXITKe7J/xOM2QGCGGCOeuWvVUdIyqKKUDln88Z05I88SDD3buKxhP9bQXq1w2EdboBcIbSRUVewDLQALYtGkpe/duDVqnX79xIT+zbA6y7+tmvg7/53zwgcmJJxpMmGDwwQdm2M9RSdyg0iZLzqCS1EGl6KnqdxL/vqrJGVRuTkV9xEkJZAVt6+qckzrI9hWV7adaX9vN31DWJ9eX4GvZihWcNWUKXls2lq5du4YmARMlBUvCNOGalk1iPs7TaOLMi8DT8Z6EhMuAyfGeRApg1yP16NyZPsWpW9I3knC7QJYu/SpkWf/+iZW0QcaJJ2qvkkYTjt27dzPprLPYvWdPSFvXjh3jMKNY4Y3RnyZe6HA7jUaCyFByelh4WYRjhsrYg59WBHqTHrO12T8j0FBKZKOuJbK7vJzvly0LWjZx9GgMI3VvnCNJ3OD3IgEheqScnEJ69Bjm9rRcx+9NAstQeucdnf1Oo3Girq6Osy++mGUrVji2J2+4nSYV0EaSRuMSj/v+N6VOEoTqkpw+A8QGkzaW3OGz+fOpt4WOpLIeCcJ7kqZPNxvCjSw9UrCR1K/fYXg80deriQeBhtLJJ2tDKXWoAHYC3eI9kRbB9bfdxseffebYlpmRQbvWkZUN0GgSEbmRJMvgpBIwL4s3FQW9uh2073aAezQB/ZEg0mSoBB8jLhqbKEVFm2pQuDGHREA2P1FMbKAxNNn22iljX1PmoNLH7d/do1KlUbUQNPDRzz8HvU9PS+OoYcOi/izZKUdUkztcv2j7qNZotH+lcJ6kurrGPlu2rGT37o1B7f36Hel4KlPR/ID4J1Q5zTstf+MNk9NPbzSUXn011FBSkZHGspCrqE1UZBbEeiVVaWxtrejYVdUdiT5MxQC3f86fgEuAzsjOSFVVzp8l20Yq+7KqxqmZZJpBvPTSszzwiFNshEWXjh3x5OaGNsRKcNms6MQNqYDWJGk0ScDTBBtN8a731NIxTZOPbUbS2L59KczLi8+EEoRIi8kCLFvWsvVIft54Q3uQUofXgBeAwnhPJOGZNWsm11zzW+k6ya1H0qQCLcls12g0PiLVP5Wi5lVKdRavX8+67duDlh2XogVkA8nPF4fbBWqRIDRpQ1ZWPj16jGiWeTU3r75qcvbZBmef7exN0iQDK4Crfa9bxXEeic+6dWWUlp5KTY3ME5jsRpL2JKUC2pOk0bQgLiNyA0mjjj2rHcDEYcNiP5EEQ+RJshtIpmmydOmXQct69z6UtLSW+1zObxydfXbqJu5IXqqACwF/vvSC+E0lwSkvL+ecc05m27atYdft2qlTDGak0TQf8iuWLJBdpC+S6ZhkhRlE46kGq7uJqqhApeaL2xonAaoanUTQJCW6vkiE6hMJfz+VWkzReJES/omJyvGkco6orOTjuXODFnUoLGRYx45K5yOPZI/NyBBv9UQM23fSJE2fHmwg1dXB9u1r2LlzXdDyPn3UQu0UysBJLzWiPrJTuV+/8/zzJhdcYDQYSs8/byrVSVKpUaTSB2JXrk+mcRKftWXXO9mZ3s3rpAe4CVjge5/jW1Yv/Zy6Ouf7I1UZpMo2V9ErqeyX/uVer5cpUy5kwYKfxYME0K1LF+cTVtLUSdKepGSn2S+302fPZuq771K2axfFrVox7ZhjKNVPZCNienk5U/fsoay+nmKPh2l5eZS2uJNIfPgKq9bRdqAdcBZweFxn1DQCDaQnff9lB6+4PGJ4PgeeBbYB7YGLgJOaMF5Lo6K6mq+WLAladuzgwXg84c3I6W+/zdR//IOyjRsp7tKFaddfT+nvf99cU405diPJbiD5caqP1Lev3EiaOXM6r78+lR07ymjbtpgzzpjG2LGJp6zzG0oAF1xg8PTT8Q+/W7VqOj//PJXy8jLy8ooZNmwaPXsm3rZLTG4Angl4r5jlJAV48cUnWLr0Fw46aAytWrVm/fq1LF26ULi+9iRpWjrNaiRNnz2bS6ZPp8r3uGPtnj1MeecdAG0ohWF6eTmX7NyJ/6HPWq+XKfv2AWhDKQxfAQ/RmP9oG/CE73VLNpRiwefAPwH/Q+GtvveZwLHxmVLM+XrJEqptj3yPGzIkbL/pb7/NlBtvpML32HXthg1MufFGaNOG0nPPbZa5xprMzJyI1rMnbcjMzKFHj4OE68+cOZ1nn51CTU0FADt2rOXZZ6cAMH584t3sBxpKkycHh9/F2mhavnw6338/hfp6a9uVl6/l+++tbacNpXD8m8bHTn72YSVwODP200lwLrjgt1xwgZWs4Y03pnPVVRdK109uI0lrklKBZo2wmfruuw0Gkp+K2lqmfvJJc35sUjB1zx7sXvEKYGp5eTym06J4kdAEsTXAq3GYS0vjaRoNJD/VNBqZqcBH8+cHvTcMg2MHDw7bb+o//tFgIPmpqKxk6tSprs4vURB5kSDUk3TggYeSni72b77++tQGA8lPTU0Fr7+euNvOrsPyM3myweTJBldcYf01J1VVO/j++5sbDCQ/9fUV/Pxz4m67xMEpfbUJ/CXWE2lx3HXXVOoc4v0CPe7JnbhBkwrIPUkyj4WoLafxSePaXbscVynbsydoPUAc0KxS80g2b1kQr2i8WGmfAigTBCiXeZtfkZMImh+Z9R7Ost8mWL4jgr5uzSHeiOYXbt7bBcvDS3TjjEpREME5x24kjSgpoX1eniUakIy3dsMGx+Vl69ZJaiiJDQc3T28yHYIM+2motDT8Tf+ePevYvn110LJ+/cZJT+U7dqwVLC+TyjRF31emL1I5nYv6PP20pUm67DLxdhEZSnfc4WxkiX4rp+2wefOPlJeXOa5fXl5GXZ340qqiZ5H1MU3ZU3VRm9u6I1kfp51CdLXYgDU3dz0Fbpd6c7PmEYjn57QPbdjgvN95vV4yMzOpqamhS0mJs049aTRJiXC3pGlOmvVer6RtW8flxboCc1i6C/QPxRHoIlKd9oLlzntjy8IeGOIm+wDRrV6HZvzcRGLN7t0s3bQpaNlxEXiRADq1a+e4vLh79ybPK9GQeZGWLAnVI/XrJ9cjtWrV2XF527bF0U0sTjz+uBn0Fwm33240/KmSnS0+q+XkdFUeN3UQbSO97cLRpYvzsVlcXMKTTz5Lhw4dyJIl8tJoWgDNesc97dRTyc0MflKam5HBtOOPb86PTQr+VlRErhF88cwFpqV4MctIOI/QxAWZQHKoQpqPd7ECTexkAVNiPJd48fHKlSHLJkZoJP22NFT/kZWZybQ772zyvBIBvxdJZiBBaKhdRkY2PXseLO1z0kk3hixLS8vkjDOmRTnLxODxx03uuy/0T4SqsZSd7WyYG0Y6w4bdHfV4qcfNWNnsAskBbonDXFoW118/jZyc3KBlubm53HnnNM4++1wefvjfcZpZrPBrkmLxp4kXzWoklY4ZwxPnn09J27YYQEnr1jxx5pmUjhzZnB+bFJTm5fFE69aUpKVZ287j4YmCAp20IQLGAb/H8igZvv+/RSdtkFEJvOWwvB1WecVUSdpgN5IKc3IY3atXRH1PPPLIkGXXXHwxpeec48bU4kqkBhLAkiVfBr3v1Ws0GRnyJ8pHHHFxyLLRo89OyOx2TcFvLN1xh+kYbnf77Qb33BO5sZSV5eRJ8nDQQY/So0dybbvm4XTgAaAb1tWim+/9GfGcVIvglFNKufvuJyguLsEwDIqLS3j00Sc45xxrvzv55FPjPEONpumoa5JEQd+2wPPSww+n9HDf7akvO5sjIres20G3KgH9smB6WS0pUYCvLDA5YLuWFhZSWlhovXE5YYOq3kZF6xKr8QKXj/f9+ZHVBXc7xaNK7ScZ6RG8thPtdv0UK9wukFKs8ooq44VrEyHbRh7ZcaNQQ2lveTmFAeed2vp6Pl0drKU5un9/KyGw/9wgObd4HNqOGjlSKgjKzo5ek+S2TFOmV0pLayye6i+mKmPnzo1s2bIiaFm4UDuArKw8PJ40vN7G37hjx95h+4lQKTenqv0QbT/ZLukf79ZbG7fpX/7SaBz5DaVrrjFD+gRiGPl4PJl4vY1nuKFD/0W3bpc2zMtNrYu6PNftp+Gi8SRiNGGfM1AxikQarLo62RzEuK1JUqmPFa0W7aSTSrnkklLhupmiE08iFoGLGp3dLhXQAheNJkU4CzgZK8134O1uLaFepGzgtBjNK15c/8UX/N+Kxhv67zZsYF9NsDk9cdCgiMdLc9AL1seoOHRzEY2BBLB4cfR6JLAyCObmFgUtq6jYHdFnJgu33moGGU0ADzxgNPw5YRhGkDcpP78vPXqkSnCsRqPRNC8tyWzXaDSKnBXw+kEsz9pxvvefAfY8lCcChTGYVzypqa/nV6+/zjMnnsj5gwfzsc2LBDBx4MCIx3MqNus1419oVIWTT268KY/UQIJQIyk9PZNevUZH1Dc3t4j9+3c0vK+ocM6Omuz4vUd2w+jZZxvfX3RR42+Snd2Oykor2cigQf/A49HFUDWa2NCyH4JpwqONJI0myTnLYdmTQC+gJ/CmrS2D1IjIz/B4qDdNLnj/fbaUl/PRqlVB7f06d6ZEkLHOiWTxJKkaSACLFgUbST17HhJxAdpU9yTZERlLEGww+WnXbhydOk1q9nlpNBpNqqCuSbLXOYqkjywYVjSeqMgDuBu0D2o5+mVBwSLdlqyIh0jjpNIH8Ai2eSw1RLKdTNSmMp7sc2RaF7crHahokiLd5hdhFcsF+fd1MozewJIpA9QBdwOnAFts600kNOW3at2luCM5PgO33/VffBHSftyAAdRVV7Nk82bmlpWxaNMmbrnoIvIF5yqPg9fIW1cnn4PkRxTJNGWnKVst24g+J7DtxBMbb74/+MCMqr7S7t1b2LhxSdCyAQOC6yOJTmN1dbEzktyskyRrU6mJ49R25ZXWfrV7N7z4ojipw/btX/H229YROWmSXMsUbg5qqJxJVWorqY6nphVyE1V9kUof0f6nMgcVHRNAbnaUIkmdmEqTYGhPkkaTJMhyqL3hsGw78JRtmQdnAyteBJn/69aJVxS1ff+9sMtVYbJsvjZnDv/++muqfAroO3/1K6GBBC3bkxRoHIFlIEXLokVfhyzr3z+8HsmP3UgqL98d9RySnfPOa/xdZAbTe+/JM+SNGdMyw0A1msRBJ25IBbSRpNG0MM6LYl27cXQm8Jpk/SOAIqxMd/VYHqd8rBpdzU2sS0w/OGeOtH3D7t0Nrwd07swNEydK129pmqQJE0JvpFWMIz8LFwaH2qWlpXPggWMi7q/D7aLDbzDNn/9X5s27Naq+330nNqIGD07cfVaj0WhiiTaSNJoWwIs0zTjysz5Mvy99f376AvdG8bmRcIDL48WCRZs2kXXFFQ3vzXfeCVmnJXiSnAwjP00xkAAWLvwy6H3PnqPIzo68+LU2ktTo2/cKiotDi5+G8yaJWLAgfL+CAm1IadzBKCmJ9xSagNvB+ppEQxtJGk0LQWYovRLhGOGMJDtLAb8U/Lso+kWeE06MvcxHevfu4pW7dnVe3ltca8d48UVhWziMk08Oem++805Ce5Ka0zgC2Lt3O+vWLQxaFknq70CcjCTTNLGKfGpEZGW1dtSi+XVJ27c795N5k8Kxb5+sr6wqnUaj0bQc5EaSSpIDmfBOJamDSL0M7itSVYrJqggNIywmG/HnKBTZFCV0ALVECyqFTVXHEz27EZfljC1uP1sK3H6BxlC0v1M9sKkJ84g8cCpy9tje57v9AZJzwZ2HHsptM2a48jF2o8lPfVWVVNnsqRPfUObkOO/Rslw2gZKpoUPFN7IzZjQaRjLhtWjzzZnzISNHHt/wfunSUD3SoEFHSvPNBJKeDgUFRUHLTNNLXd1+srMLop6f28Qq2QOIi4Cq9JHRr5/YON6xA7ZtUzWiRGfi/YrjtSzc3idVf/dYFRGW7ntFkd8nmlvsKYQSHa1JSgW0J0mjSRG2YGmMwpEP/AsrRXh0vgBn1josK3Jh3KaSEcEd/OuTJ3P68OGNCzp3Dmo3Tj8dGbH2JEVqGDWVl16ayrx5n3LBBf8gLS2NX34J1iN5PGn06TM2qjHtniSwvEn5+WIjSdN8tG8fur/s2xe6XlVVpMaU/RFIahhNGjFGx47xnoJGI0UbSRpNihBJqF0m8DcsAwnAf+sb+NzvEEn/xQGvY5HsoSlkOITHBfKrwYM5bdgw6TrmG43qLyeD6YI77uCCO+6Ial6mzFUElJRE94R/3jyT/S7fj2Zn5/POO/ezadMKrr12ekjShgMOGElOTnTGTV5eaOqO8vJdgCTMUhN3srMtY6qqysmlIPPvBxpNLc2LoNGA9iQlP9pI0mhShHBGkge4DRgaZr1ZAa8LmzSj+CIzkvKzsnj417/GMCI3SLZ9/DHtw2TAiwRDFmIcIfPmNa8Hy28A/fDDu9x002GsWTM/qH3AAMsHaZomW7asYtWqHznkkNNJSxNfcpw8SToNeEunxvYfnINq7R4FbTSlEi0v1E6TKqgXkxXpdFQ1SaI2t6ulyXA78FxlG6kElytoktIlQgSZpkZFQyR7luimvqg5tUB2ZHuKSjFZlXlEu83D6ZGuA8ZH+VmqRYldRyGLnLgEM/ztpJPoXlgYOq7keE/zhv7Cj19/PVMuu0z8Qe3aAWC0aiWbqpQNGxoNIpHHyO1TYl5eo5do9ep5Ie3btq3ivvtOYdmy79izZyu/+tUfGTdOXoHLrkkCqKraLe0jk4tGi+o2Ujlly0iEy1rzEriTilSIgUaT0w206HiPf8HYRCFWmiSZ49sruAp40tMx2rZtXODmgRwztCYpFWiJe6ZGo1FA5km6GPhVrCaSIKQLPEkHl5Rw+WGHRT2eY3Y7B8PJCXOPPYVFqOFUXS3PVhZLsrPlKTa+/74xDLGoqBNnnnlb2DHz8opCluk04MlOoAEk0qeEM5g0LRlzx454T0GjEaKNJI0mBTCBMkHbKcC5sZtKwuAUbpfu8fDkWWc51jwKh2OdpAiNJCf8RlEiEo3e6Lzz/k5ubvjATB1ul+rYDSAno8m+bF0zzUXTnAR5kVos2pOUCmgjSaNJAfbgnEvqSOAKUrMSjZOR9KeRIxkiqrkUhqZ4kloakRpJffuO4YgjfhPRullZuaSlpVNf3xjboz1JqUwkXianpB4bm2EumuZAe5E0iY66JsntOkmiNrcLAchwW5OkQow0SbLfQqZXEu0wKrojWZvKraWsj4o+RlVvEyttlGwO9t9js8M6I4GpAevKfkMVLZpK7SzXdUyS49OuSerVqhW3HXSQ/JiWHBtpNaE1j+prapTHy8x3DmnLzhZvJbfrnIhOE4WF4Y0kwzC4/PKHyc2N9Fc1yMsrYu/exnjCysrdZEjEYwpStJihWicptZBpiAJ/3EgMJj9dAl4HGkyiz3L3rBNLeY3b+79ov1S5DQPn01teXsAjOZU6kwlFcj4E0zSiPUkaTQpgD0rpC/yVxCnAGw/snqR/H3kkOU24w0ktT1L4sr/HHTeFAw8cEdW4ubnBRpL2JGlC2UKwAdVFtKKgTeuamsro0cGxBytXRh8abJaXuzUdjabZ0EaSRpMCBOqRugJ/J/HrGDU3gUbS+f36cXRxcZPGc1uTlMiEC7fLz2/N+edPi3pce/IGrUnShMcpvE5mONk9UTtdnEti85e/NE9gda9eRkSGkt+LlBwGktYkpQLaSNJoUgC/J6kNcB8QWrYz9fBnt2ubnc19Ctns7DjVVEpWT1JurtxIOu+8v1JYGL04WxtJGneIxnBqY3vf8o2mJ5+Mvco0nKHkN5DKy02gIkaz0miahtxIkoWeiGJJVfrI2lTqJKkWrnA7UDxWwckqgcmSPlKti0RDISKW9YtEqPyysnmHqk8i6+cm0eiB1gN5wD+BEoXxRGF5KrojaT+ZACXN3RooGaZ1QX9g7FjaZWQ0Hv+KYhKjvh6PxxNkGNXX1Ul1Ryp6pexssQ9QdOqTTSEnR9wmIl+glwLo2XMokyZdFtXP5T9V5ucXBS0vL98lPY2q7BItsiRLGBJZm6VOpHqlSPvYc+e3E6xnN5rsVAJgGO7XZPruu9gbN4880mjYiJLOdXfKj+GjXTvo29eat/10VlcHrVo1fqc9e0xrnexkOQiT8sDTBJAse6pGoxFQDewA/gH0jvNcEokMj4eju3XjN336uDamxzCCjGSvmbhpvJuCzJN0+eUPkaZo0GpPkiZ2+I0m/+OccMaRH+upgujQ3rVL3FPWtnp1hB8fBTfdFDrJbt3c/xw/ffsaLF3a+Jl2A0mjaWloI0mjSXI2AbcCw+M9kQSjVWYm/z7iCMcwOVU8Hk/QY/1U0yQdffS5DB58uPK42kjSxA97mF2kRlPzM2mSs4HRqZO4TzuRo6wZWLrUbPAmOaENJE1LRRtJGk2SUwz0iPckEpChzXAXYU/ekEqapJycPH772380adz8/GC1XEXFHrxer2PmQI2medmJ32vkhGE4SwSKisQj7tplGRIHHBBqNIgMnlgaO25gN5aS10DSiRtSAfU6SaLAblkfWWB8S62TlOiIwl4UdVuiHcajoFUCd+sXycaSaYhE/WR7g+zAcbP2E6h9X5W6RolQJ0kqMomVXkm1KEhtLR6bVyqsJklBr5Qtyb4tml51tbiPDNF4RUWhk7j44tvo1q2r9LNE4/kvJwUFRUHLTdOktnYfeXmtHPuJdglVWWpLxWW5nhDZIVhVJTsjqdQokp0xRePJNoTos2R9xG2iWyCZ5q1375ZpMEQi01y40GTgwODz344dpnPfZBQGapISvadqNBqNS6SKJ8leJ6m4uA9nn311k8e1J24AK+ROZCRpNJrEYeHClmkEqqM9ScmOjmHQaDQalwjxJCWpkZSenk5WVmMo0jXXPEhGRtNLE9s1SQD79+9u8rgajUaj0USLNpI0Go3GJexZ3ZI1ux1Abq7lTTr88F8xZsxxrozpZCTp5A0ajSbxMLFCQmPxF1sMw+hrGMZLhmFsNAyj2jCMtYZhPGYYRucmjNnFN8Za35gbDcN40TAMaXpZwzBaGYbxD8MwlhuGUWUYxlbDMN4yDONgyfq/NgzjWcMwlhiGUen7W+77/AOjmbf7dZJUaiGBmr7I7TpJImTbQbXNzTnIkAWRq/QRBL97JBW0s/ftE7apWOlCXZRCH1mbTJMka3NbkyRC5fvK+kiOTuF4KjomaVsM6yQJkRWdkZ1bqqtDtm99TY1SLSRZm0dyHs3Odv5FsrLEHyNDpiHKyyugvHwvN974QFCtJdnmE53G/J/TqlVRSFtl5W4l/YcI0fxkP1OqSShUvq+sbpBpis5+anogtSuHmzom8elIta5XrPYxFem1Yuk44enSK9mu+sl9fDEMYxzwIVbWkrnA18BQ4LfA6YZhHGaa5rIox+wPfAO0BZYAbwF9gN8ApxmGcaxpmjMc+nUCZgA9gbXAO0BX4BRgkmEY55im+Zqt23XAVN/rZcD/YR3kI33f4QLDMM40TfODSOau90eNRqNxiRBNUhJ7kvLyCrjgguvo1q2na2OKNEmBbN1a5trnaTQajTr1MfqLDYZh5AGvYhlIV5qmOdI0zbNN0+wP3Ae0B14xoqibYRiGxzdmW+Be0zT7+8YcAfwByAX+axiGU5X0J7EMpFeBA03TPMs0zcOwjCQDeM4wjC62PuXA/UAf0zT7mqZ5ummap/jGecD33V4yDCOiHP/aSNJoNBqXsKeqdtIkmUliOPXqNZDJk29q0hgrVy5g/fqVDe+dwu327bMqcO7atYX775/Mc8/d0qTP1Gg0Go0jFwGdgC9M03zY1nYDsBIYARwfxZgnAEOAFcCNgQ2maT4EfAl0AS4MbDMMYxBwErAXmGKaZl1Av3eAF7AMrKttY95lmuYfTdNcblteC/wJy7tUBJwYyeS1kaTRaDQKLN68mbv/9z/2BYTFyTxJMxcs4IK//CVm82turr76H+TkOD38i5ycnHzOOacPt956ErNnf0RmZjbp6cEhl7t3b+X11+/j4ov78PHHz9C//5gmfaZGo9E0HX+dpOTxJGF5aACm2xtM06zH8ugErhfNmK/6xrAz3baevd+7pmk6aTZE/YSYVtzvfN/bbpH0UdckqQSJq2iSVGuWtFRUtqusbf/+6OegoguR9JHqYES6C8nvLvrVZZ+jUvMo0TVJMlQ0STJ9kahNpQ+AR7S/yM4Rsv1SRXunQoCgpU/bttz/+ef849NPuXrcOP5w5pmOdZJ+/OUXbnvmGT6cNYtLTjwRI1AUo6JXkuiYMvOdf/mcHLXnYTKpaElJ16j6QOjpvHv3Axg69DB++OEDfvjhA7p16x3S57//vTvI+zZ06GENp7xEln3GSq4aDtFnyQ4Zty9DtbWi/U92lnD75lAkCBLPQaazUvnd3d7mbmucZHpCFVT0f5lNT5KpUWe47/9sQfts23rNOWak/Q40DCPfNM1Ib3b9F5lNkaysPUkajUajQJrHw6SBA9lVUcHtH35IyRVXsGX37qB1Xp05k1GXXcaHs2YBcOIY7QWxc/zx5ze8Xr9+OXV1wZZUoIGUl9eKHj0GxmxuGo1G40xyeZIMwygE/DqdtYLV/ILQA6IY2r9uuDHbGYYRWIBP2s80zT1YoXgG0COSiRiGcRxWEopKrOQUYdFGkkaj0ShyypAhDa/3VlZSZXOV7KmoaHidkZ7OhJEjYza3lsKECWcG1VySMXDg2BDdl0aj0SQ57QzD+DHgb0ozfEaggSJKV+z31hQojBtuTPu44fpFNR9fgoenfW/vMk1zS7g+EC7cTqPRaDRCju7Th9zMTCpqasKue8TQoRTkNk3Dk4zk5RVy+OGn8umnL4ddd9CgQ2MwI41Go4mEmAXRbzdN8yDZCoZh/AP4lcLYE0zT3KA2rZaBz0v2PlaCiI+BaZH21UaSRqPRKJKTmcnEfv14a/78sOuecMghMZhRy2TixPMjNJIOi8FsNBqNpsXRBeir0M+vlAv06OQBexzW9Xt3xMUvQ9kPtPaN6USgBytwXP98RP0imo8vhO9DLI3TN8BpprhwWwjuJ26QCa9lhRNF4+VIwjDcVhkmghLTbcWsyniy30khcYNUXSr4rEybtiOoTZTsQfwpSokbZEeRSlKHWCZuEG0L1cQNbheTVSpGraJSjoFC/uTBgyMzkoYPD93fZceaSN0s6yPYfqIis+EQnWIVpgCIf45DDjmatm07s2OHWEublpbOwIGjgsZQ+XlFu1Gi5AFSKVKaCJch2eFZV+fcGMW9iv3TXOwjPivKijCL9vNYXqoTAZVCs8mRuMGvSUoMTNP8DVZxVtX+ew3D2IVl0JTQmAUukO6+/2uiGHpNwJjzJGPusCVfWINl2JQ4DerzDhX63jrqlnx1nz4AxgKzgBNN06xwWleEDu7WaDSaJnDSwIEhWe3sHNCpE327d5euk8qkpaUxcaL8+t6370iys3W4okaj0TQTc33/RwnaD/b9/ykGY0bab4VTinBfcdoPgCOAH4GJglTiUrSRpNFoNE2gbV4eh/fqJV3nhFGjiKJIeUpy/PEXSNsHD9ahdhpNIrNx45p4T0HTNN7x/S+1NxhWPvyzfW/fUhjzbMM5p77/s+xj+vtNMgzDKTGDqB+GYeRgaZDGYRlfx/qy4UWNNpI0Go2miZwyeLC0/YSDD5a2a6Bnz4H07SvO/qeTNmg0icvChbP5z38ejvc0YkzypAD38SywGRhvGMYVtra7gV5YRkdQ+mzDMLoahrHE92cvoPcBVujegcBdtn6/B44ENgLPBbaZprnA17cV8IRhGOkB/U4GzgcqgH/axswG3gXGAz8DR5umuSvsNxcgjXb1SmwojyggVzVYXSV4VTZerFDRSaj0UdV6idpUNUkq2jHZ3PcJvJ+yIHvB/LJFY0n6AIjyksWymKzbeiUVTZLsZKCiSRIWjAXxPiE7NlSEFyooBNmf3L8/17zl/HAtOzOT8QMGOBfGVikmq3AuEBWZBahLF+8VKqdYFW2P/2c/4YTzWbp0juM6w4cfGvIzi3522RxEu5FM4poIWhLV8WKlSVKp51xdLe5kmrKzleiMKe4jKgxr/06mWYf/fkx2WRNtC5mOSUXTFUstmioVFfu55ZZSjjrq9IjWTxT9nyYY0zT3G4ZxNpYR9LBhGBcBy7FqC/UHtgPnmIHF6ywyaEwaEbRXmqbpNQzjHOBr4DrDME7C0ib1BkZi1Sw6S6AVugSYgeXBGmMYxvdAV+BQrJPARaZpbrT1+RtwtO/1euB+QRTH26Zpvi3aFn5i7kn64MsvKa+ISjel8bFRZgRoNJq4cUDbtgwRaI6OGjKEHNmdk6aBY489h7S00Lu47t1707p1hzjMSJNKmOZmvN5/xXsaLY777ruGsrLlEdc7Sw6Sq5isH9M0v8JKmPAy0A04DSuL3OPAENM0lyqMuQgY4hsj3zdmV2A6MMw0zW8F/TZjGVL3Yj2bPhXoh+UpGmua5n8durUJeH0ScIHgb1gkczdCDcJGvF6EjZ4qgaEjyUr22BNP8NxbbzHrtddCG/fvD10mWw7iJ60qnhXV8ZyeDvuprnZeXlkZdZ/PVqzgjSVLePS446Kbn6hNZbvK+qn0AbEnqVxSP0z0WdqT1EDCe5KKipyX5zln+6xu356dp57KviFDqHd6vCsqMCrzTIk0QrI+kkKmu6uq2ONwbLfJzxfXR5IVRhW1yfqIvpNED+U1o9dKSS4beBV25sA+u3Ztpbo6eDvm5OTTqlXbiOchm59KH9l3cns8UZvb84vlHETIxkN8+6FIuP28HtiCVZfSkkCoHGoqfUB82lE5RcjaVE5vsj7V1RXs3r0NgIKC1uTnFwIeTDOb3Nx8srJaYxjBA4tO/wCFhWF/qITAMHqaUZTbaSLnzglXJ0nTPDR7csnpb77JzXfdRdlGyyM26aijmvsjk4bpCxYw9YsvWLvH0ptNGTYsvhNqQUyvq2NqXR1lQDHWqSxEiahx5L/An7H81N18r8+N43yq27en7OabaX3AAfRITyfDMEKTIKjEqrjZByj3elm80e75h8ElJWSplBcQfZbsjkXhTqveK74ncfMGWzZefT3s3buDbds2UFCQR0FBsLHcqVMJRUXtI/4slZt51e+kMp4stE/UJhuvsnIHlZUbMM0aPJ5MsrO7kpHRVnl+onAo1e+kYkjKjSRRm+z+WtS2A9iA9bisFdAZv6zCbSNEpS2WKcWjrfCxe/cWtm4tp127dgC0atWWzp174PV6qa6uYP/+3ZSX7yU3tzseT4LnMlcicVKAa5oH6V4rzWUfwRE4/Y03uPS666gMeIr/v2+/ZfoHH1B68snB/UTB74kQvCp/jCJuU7kx8j0lnz5nDpe+/z6VAd//hV9+4YgDD6TUbizFsk6S21q0/Hzn5SreJ9/nTC8vZ/LOnfh/mbXAFICCAkod5iKquyRaDuCVeBBF9xEq3idVVOJo04FXgCux1JAA63zvM3E2lITaRJD/7gKPEQWhSWx2TppE6x49aCcLWVPwoLhNlWCf2F9VJTaSYunyEODxiM9vouFkm1Vlk+/bt4NNm9YK6+bk5jolNxJ/lvzm2xm3v5Mq0X5WdfUOKirW4DccvN4aKirWkpsLmZmh3remzEFmNLjtZZIZPKbA+xn977QD01xL8Bl4C5CNYbSVjifaFqr7kcopzO39Mprx9u7dwdat62zLdpKfX0hhYVtycwsoKMhn69ZNlJfvJCurMVw2EW7rNJpIaFZN0tS//S3IQAKorqlh6r33NufHJgVTP/wwyEACqKqrY+onn8RpRi2HqXv2YDddK4CpshC+FGeN7/8tNBpIfiqAqTGdTTD7hg2jMNErKgIbdjkn0NmwY0eMZ9Ly2Lp1g9BASktLJzNTa7pEVFRsINSz4qWqakM8ptOiMM0NhD6i8vqWa2Rs3x66jUzTZOvWxuWGYdC6dVvq65WyLyc4Jta+E4s/Tbxo1juPsg3OJ5qyTeKq6hqLMsENV9meZDzZuMtaQdxHmdrjzJTgSawcnGWC9jJgGxAa8NT81OfmopA4K+bUCB6PipZrGqmtFSkDLT1SeD1J6uL1Om870XJNIKJtpLddOOrqnLeR/VjOyMjENPU5UNMyaVZPUnFXe7p03/LOnZvzY5OC4tatnZe3ahXjmbQ8SgThkcWyWJEUZwDwKuITQgZWwYJ40RIKsYpCkIWhyZoGMjLEKUBycxtDcvfv341pah1AIB6P87YTLdcEItpGetuFIz3deRvZj+WWcO5WIzmz22mCkWa3a/LghnEu1kPqwNROFcClpmm+3GwfnATobaeO3nbqJOK2mzdv3pqhQ4duj8dnR8O2bdvalJWVlZgBBV4Mw/AWFxevbd++/c54zi3R0dtOHb3t1NHbTp1ott28efPaDR06tEfMJ9mMGEYPE26P0addrLPbxYlmNZI0Go2mqbQUI0mj0Wg0oSSvkXRLjD7tUm0kxQkdf6TRaDQajUaj0Wg0AehgeY1G0+IxDGNkvOcQDaZpznFzvJ9++in7nnvu6TBz5szCLVu2ZJimabRu3bq2U6dOtQcddND+E044Ye+pp566183PjIT333+/YNKkSX1GjRq1/4cffoi6Unu0nH766T3efPPNtg8++OCaP/zhDxGlFbz22mu7PPDAA0FC2czMTDMvL6++U6dONYMGDao44YQT9pxzzjl7srKyHEMvVD7XTbp27Tp448aNmUuWLFnQt29fnXWghRDJeWvGjBmLxo4dW+lf141zh+pxuXTp0sx+/foN7tKlS82GDRsWNHUeLRu/JkmTzGgjSaPRaFowTz75ZOsrrrjigNraWqNDhw61Bx988L5WrVrV79ixI33RokW5P//8c953331XEA8jqSXRvXv36lGjRu0HqKurM/bu3Zu2YsWK7Ndee63da6+91u7GG2+sffTRR9ecdtppejtqAPeM44kTJ+7Ky8tzTL/avn17fSeu0cQJbSRpNBpNC6WsrCz9D3/4Q4/a2lrjjjvuWHfzzTdvTQ/IpldfX8///ve//K+++kpQtVnjZ9SoUfvfeOONNfbl8+bNy5o6dWrXDz74oPWZZ57Z+/nnn1/5m9/8ZnfgOvfff/+GW265ZXNxcbG4yrRGI+DBBx9cH84DOHfu3IWxmo8mUrT9muxoTZJGo9G0UF5//fWiqqoqz7Bhw8pvu+22IAMJIC0tjeOPP37/3XffvTlOU2zxDB06tPr9999fdckl/9/enUc1daf/A39CyEJIwh7CJvsmigIqVrBWqqJSjiI9Fqvi7rihLWNnBk9PR+1oi2tHrdWvFpfOwZ9aKRYX1BkpWqyCSFEUQdAIKlB2CGHJ9vujDSdAlEBFXN6vc/ijubm5n9yb2PvkeT7PZ2GFSqWipUuXOlVVVXVYZ8DR0VHu5+fXYmFhgbsm6BN+fn4tfn5+Lf09DoA3CYIkAIBX1G+//WZIRGRhYdGrDEZDQ4PBZ599Zj106FAvgUAwlMvl+tvb2w+eNGmSy9GjRzssypadnc396KOPbP38/LxEIpEvi8XyNzMzGzJmzBi377//Xtib45eXlzNXrlxp6+HhMZDH4/kZGRn5DRw40HvdunWi1tZWnQusNDQ0GMTExNg5ODgMYrPZ/mKx2HfWrFkDysvLdS+Q9pzs2rXrsZWVlVwqlTJ37Nhhqb0tMjLSicFgBOzYscNC+3GFQkGbNm2y8vPz8xIIBENZLJa/hYXFkIEDB3ovWrTI/smTJx2iWgaDEaCZe7JlyxZLb2/vgUZGRn6mpqZDJ0yY4JqVlcXtyZgLCwvZcXFx4sDAQA+xWOzLZrP9TUxMhgYGBnrs2bPH/Fn7FhUVsRYuXGjv6urqY2Rk5Mfn8/1cXFx8Zs2aNUDXOHp6LbXP2fXr17mhoaGuZmZmQ3g8nl9AQIBnSkqKQPPcI0eOmAwfPtxTIBAM5fP5fiEhIW63bt3iPGvs8+bNc3BychrE5XL9+Xy+n7+/v9eOHTssVDoWFR8xYoQng8EIOHXqlODy5cu8kJAQN1NT06EcDsff09Nz4Pbt2ztc74KCAjaDwQhISkqyICJatWqVk+ba6focPA/an43OWltbGZs2bbIKCAjwFAqFQzkcjr+jo+OghQsXdvmM6SM1NZU/atQodz6f72dsbOzn7+/vdfjwYdM//SYAXjEotwMAeEUNGDCgjYjol19+EWZlZXGHDx+u9y/NhYWF7NDQUHeJRMLl8XiqgIAAqVAoVD558oSdnp5uUl1dzfrggw/qNc/ftGmT9bFjxyxdXFxavLy8mgUCgfLhw4ecS5cumVy6dMnkn//856O1a9dW6Hv8zMxMo/fee8+9srKSZW1tLQ8MDGxUqVSUm5vLX7t2rcO5c+dML168eI/L5bY3S2hoaDAICgryzMvL4/H5fOXbb79dz2QyKSUlxfzSpUtCd3f3Zn2P31McDkcdHh5em5CQILp48aJw/fr13b7XDz74wCkpKcmCy+Wq/P39pebm5oqamhrDkpISzv79+62joqJqbW1tFZ33W7BggcPBgwdFAQEB0nHjxtXdunXL+MKFC6aXL18WJicn3wsNDZXqM+b9+/dbbN682dbBwaHVxcWlediwYcqysjJWdna2IDMzU3D16lXjgwcPlnbeLykpSThnzhwXqVTKtLKyko8ePbrBwMBAXVJSwjly5IiVSCRSDB8+/Inm+b25lhrXr183/vvf/z7AwcGhNSgoqPHBgwecGzdu8KdNm+aekpJSmJ2dzfvss88c/Pz8pKNHj27Izc01TktLMwkJCeHdunXrtlgs7pC9S0lJEXz44YeuUqmUOWDAgNbRo0fXNzU1GeTm5vJXrVrllJaWJvjhhx8kus7XmTNnhPv27bN2dnZuGT16dP3jx485OTk5xrGxsY51dXXMdevWVRARCYVC1bRp06qzsrL4paWlHH9/f6mTk1Or5nU8PT1bdb1+X6ipqTEYP368+40bN/h8Pl85aNAgmVAoVObl5fG+/fZb6zNnzpilpaUV6NvQY+/evebLli1zVqlU5O3tLXN1dW15+PAhZ86cOa4LFizQ+/v9+lMTkc5pZPAaQZAEAPCKmjFjRt3atWvllZWVrLfeemtgcHBwQ3BwcOOwYcNko0ePlj2t/EupVNLUqVNdJRIJ99133607cuSIRHuCeG1trcGlS5eMtfeJjo6uXr9+fVnnm62LFy8aT5kyxX3Dhg12s2fPrnF1de02qyWVShnTpk1zq6ysZMXFxT1et25dOYvFIiKiiooKZkREhMsvv/wiXLNmjc22bdvab8b/+te/2ubl5fHc3d2b09LSCu3s7BRERFVVVcwJEya4X7x40bQn56+nhg0b1pSQkED37t0z6u65hYWF7KSkJAuxWNyWmZmZ7+Dg0CEYunLlipGjo6POc5WYmGh56tSpgkmTJkmJiFQqFcXExNjt3r1bPHfuXOfi4uI8Ho/X7SKHYWFh9dOnT68dNmxYh+D51q1bnAkTJngcOnRIFB0dXRMSEtKk2Xbv3j12dHS0a1NTk8Enn3zyZMOGDWWaa6PZXl5e3n7v0NtrqfHdd99ZdQ6wly5dardnzx7xkiVLnKqrqw1Pnz5dMHHiRCkRkUwmY7z99tse2dnZ/K1bt4o2b95cptnv4cOHrFmzZrk2Nzczd+zYIVm+fHm1gcHvBTNFRUWs8PBw9+TkZIsdO3Y06mq08M0334i3b98u+eijj9q37d6923z58uXO27Zts1m9enWlQCBQ2djYKE6cOCGJjIx0Ki0t5cyZM6eqP7oaEhFFR0c73bhxgz9x4sTaw4cPP9R8jxUKBcXExNjt2bNHPHv2bGd9uthJJBJWbGyso0qlovj4+JK//e1vlZpt+/btM1uyZIlLX74XgJcNyu0AAF5RZmZmqtTU1EIfHx+ZUqlkpKenm2zYsME+IiLCQyQSDfX39/fat2+fWef9EhMTTfPz83m2trZtycnJ9zt30DIzM1NNmTKlUfuxsLAwqa5fo0NCQprmzp1bqVAoGMeOHTPVZ9xff/215ePHj9mTJ0+u3bhxY7n2Tbi1tbUyMTFRYmhoqD5w4ICVpjxKKpUyEhMTrYiItm3bVqoJkIiILC0tld98881DBkNnhd5zIxKJFERE9fX13f7AWFZWZkhE5OPjI+scIBERjRo1qln7PWibPXt2pSZAIiIyMDCgf//734/t7e1by8vL2YcOHepyTXUZM2aMrHOAREQ0ePDg1tWrV5cRER09erTDa33xxRfWTU1NBmFhYbWbNm3qECAREbm7u7eNHj1apvnv3lxLbUOHDm3qnIFcv359ORHRHxmMSk2ARETE4/HUK1eurCAiunz5skB7vy+//FLU0NDAXLRoUXlMTEx7gERE5ObmJt+7d6+EiGjv3r0iXecrNDS0VjtAIiJatmxZjYuLS4tUKmX+/PPPPF37/VleXl6Dtcv1NH+xsbG2z9ovOzube/r0aTNbW9u248ePP9D+HhsaGtKuXbseu7u7N2dlZfEzMzO7Dey//vprS5lMZjB8+HCpdoBERLRo0aLacePG1fX6Tb6WlC/oD/oLMkkAAK8wf3//lry8vPwLFy4Y//jjj6bZ2dnGt2/f5jU0NDBzcnKMFy9e7JKamlqt3bnt7NmzQiKiyMjIaj6f321GQqO2ttbg+PHjJr/++iuvtrbWsK2tjUFE9ODBAy4RUWFhoV5zZs6dO2dCRPT+++/X6tru5OQkd3R0bC0uLubm5eVxfH19WzMyMoxlMpmBSCSSv/fee42d9wkMDGz28PBoLigo6PZmsLeUyt9vWBgMRrfnzNfXt8XY2Fj1008/mfzjH/8Qz58/v8bDw0Ovkqe5c+d2yUoYGhpSREREzc6dO23S09MFS5curdHntWQyGSMpKckkMzOTV1VVxdLMD6qoqGARERUVFXWY25OWliYkIlq4cGFl11frqjfXUnv7u+++W995HysrK6Wpqamirq7OMCwsrMt2b2/vFu33oPG///3PhIhoxowZOscSHBws4/F4qrt37/JkMhmjczZu8uTJXY5FROTq6tpy//59bmlpKUvX9j/raS3A/fz8ZLqer/Hjjz+aEP1+DnV9j5lMJgUGBkrv3btndOnSJeMRI0Y8sxw1IyNDQEQUFRWlMys2a9as6vPnz5s+6zUAXicIkgAAXgPjx49vGj9+fBPR7zfzFy9eNF63bp1tRkaGMCkpySIhIaF+/vz5tUREjx494hAReXl56T2H6T//+Y/pihUrnOrr65/aIKGxsVGv5gklJSUcIqL58+e7zJ8//5nPLS8vN/T19W19+PAhi4jI3t7+qfM97O3tW/sySKqsrDQkIjIxMen2510zMzPVzp07JTExMU7x8fF28fHxdiKRSO7v7y+dNGlS/cKFC2ueVjL3tPkjTk5ObURET548Yesz3v/+97/Gs2bNcu0cTGiTSqUdrllZWRmHiGjw4MF6fTZ6cy21H7O3t9f5Xnk8nqquro4cHR27bBcKhSoiora2tg7VMKWlpRwiojFjxnh3N+6KigpDZ2fnDuWOmvPbmUAgUBIRtbS09En1jT4twHW5f/8+h+j3ksXvvvvO6lnP1Xx2n6WsrIxFROTq6qrzO/a0x99MWEz2TYAgCQDgNcNkMmn8+PFNY8eOvTdkyBDvO3fu8JKTk001QZI+mRBtxcXFrEWLFjm3tLQYLF++vDw6OrrG3d29VSgUqphMJm3ZssXyk08+cVSr9XtZTUbmnXfeqTc3N9dZcqbxMi2mmZ2dbUxE5Onp+cxf+DXmzZtXGx4e3nDkyBHTy5cv87OysvipqalmqampZvHx8bbp6el33dzc+mRtpcbGRoOoqCi36upqw+nTp1etWLGicuDAga2mpqZKJpNJSUlJwsjISHe1Wt2hRvGPz4bedYt/9lpql8TpwmTq37RQpVIxiIjCwsJqORzOM2fV62oi0d1YXjaac+/j4yPz9PR8ZpZo0KBBaB8O0EMIkgAAXlOGhoYUHBzceOfOHV51dXX7v/d2dnZtREQFBQV6lcedOHHCtKWlxSA0NLR2165djztvLyoq6lFrahsbmzaJRML9y1/+UhkVFaWzxKkzzUKtjx8/fmrrZ02GrC+0tLQwTp06ZUZEFBIS0qDvfpaWlsqYmJjqmJiYaiKi27dvcxYsWOB47do1wccff2yfkpLyoPM+hYWF7LfeeqvLTa9EImET/X7+ujvuuXPn+NXV1YY+Pj6yo0ePPtRxDJ3nSiwWt0kkEm5eXh5XnyYcvbmWfUUsFreVlJRw1q5d+0TXXKzXjYODQxsRUVBQUOPevXsf/dnXE4vFcolEwv0jQ9WlpLW4uLjPvl+vHmSS3gSv1s8mAADQTtdE+M4ePXrEJiKytbVtv+GdOHFiAxHR999/byGTybrNGtTU1DCJiOzs7LrcNDc3NzNOnz5tqv+oiSZMmNBARHT8+HG9GhAQEQUFBcmMjIxUFRUVrLNnz/I7b8/KyuIWFhb2WaldTEyMXWVlJUsoFCpjYmKqevs6Pj4+rXFxcWVERPn5+TobARw6dKjLOjsKhYKSk5PNiYjGjBnT5Qa2s6qqKkOipwdUx48f17lO0jvvvNNARLR//35LXds768217Ctjx46tJyJKTEx85hpQzwubzVYTESkUir7tGPIU4eHhDUREqamppnL5n09IBgUFNRIRHT16VOf5e1HnFeBlgSAJAOAVFR8fb/X+++87paWldbnZlsvltHXrVsvU1FQzIqKoqKj2if4zZ86s8/Lyan7y5Ak7IiLCpbq6ukNNU21trcHJkyfbO4dpJsqfOXPGtLS0tD0j1dLSwpg/f/6AnmZwPv7440qxWNyWlJRkERsba9vY2Njl/0V3795l7969u/2mTCAQqKKioqqIiGJjYwdoL5JZXV3NXLp0qd7lfj1x8+ZNTnh4uPP+/futmUwm7dmz54G5uXm30WlGRobRvn37zKRSaZcb6JMnT5oSEdnZ2emc43H48GGrc+fOtQeCKpWKYmNjbUtLSzkikUgeHR2tszGBNk151dWrVwU5OTntmT6lUkmrV6+2uXHjRpdAk4goLi6ugsfjqU6dOmUeFxcnVig6VtAVFRWxLl++3P5568217CuffvppOZ/PV+7cuVP8xRdfWOkKHK5fv849dOiQ6fM4nq2tbRsRUX5+fo8yqc9LcHCwbNy4cXUlJSWcsLAw1+Li4i5zzyorK5mbN2+21CeIWr58eZWRkZHq2rVrgq1bt3YIkg8cOGB2/vz5fg+EXy7obve6Q7kdAMArSi6XM06cOGFx4sQJC0tLS7m3t3ezpivY3bt3jSorK1lEREuWLCmPjIxsLxFjMpn0ww8/FIWGhnqcP3/e1NHR0TcgIKBRs5hsfn4+b9CgQbIpU6YUEBF9+OGHdfHx8bL8/Hyet7f34BEjRjRyuVzV9evX+VKplDl37tzfDh48qLOtsi4mJiaqkydPFk2dOtVt+/btNgkJCSJPT0+ZtbW1XCqVMouLi7klJSUcX1/fpmXLlrUHd9u3b3987do1/p07d3ienp6DRo4c2chkMtVXr14VCgQCRUhISF1v10rKysriR0ZGOhERKZVKRkNDA7OoqIiraQZgY2PTtnv3bsnUqVO7zeIQ/T6pfvHixS4rV65UDRw4UGZra9sml8sZt2/f5j169IhjbGys+vzzz7usG0RENGPGjKrJkyd7Dhs2rFEkEsnz8vJ4EomEy+VyVQkJCff16UgYHBwsGzt2bH1aWprJyJEjBwYGBjYKhUJlbm4ur6ysjL1kyZLyPXv2iDvv5+Hh0XbgwIHiefPmuX755Zd2CQkJoqFDhzYxGAx1aWkp5+7du7xVq1aVadqA9/Za9gU3Nzd5YmJi8ezZs13XrFkzYPv27TZubm7NlpaWioaGBmZBQYFReXk5OywsrHbOnDl1f/Z4kZGRdV999ZVtQkKCdX5+vpGtrW0bg8GghQsXVmmaqPS1o0ePPpg4caL7hQsXTH18fEw8PT1lDg4ObQqFgkpKSjiFhYU8pVJJy5cvr2axWM/83Dg7O8u3bNnyMCYmxnn16tWOCQkJVi4uLi0lJSWcmzdvGi9YsKDi22+/tX4R7wvgZYAgCQBeeWq1Oru/x9AfYmJiqpydndsuXLggzMnJMS4oKDCqqakxNDQ0VFtbW8unTZtWvXjx4qrQ0FBp5329vLzafv311zvx8fGilJQUs+vXrwtUKhVZWFgoQkJC6ufNm9deUsZisSgjI6NgzZo1NmfPnjXLyMgQCoVCxciRIxv/9a9/PUlPT+cfPHiwR2MfMWJE861bt+5s2bLF6syZM6Z37tzh5eTkGJiZmSlsbGzaIiIiajq3cjYxMVFduXKlYM2aNTbJycnm6enpJmZmZorJkyfXbt269fGKFSvse3suS0tLOZqAiMViqfl8vlIsFrdNnz69avLkyfVRUVH1HA5H71TVmDFjpHFxcY9//vlnQXFxMffOnTs8Q0NDtY2NTduiRYsqVq9e/dvTWoLv27ev1N3dveXAgQNWN2/eNGaz2epx48bVbdiw4Ul3bZy1nTlzpvjzzz+3PnbsmEVmZqbAyMhI6efn13To0KEHMpnMQFeQREQ0ffr0Bl9f39sbN24Up6enC3/66ScTNputsra2ls+cObNy5syZHYKd3lzLvhIeHt548+bNvM2bN1tfuHDBJDc3l69QKBiWlpZyBweHtnnz5lXOnDnzuYxl1KhRzfv377//1VdfWefk5PAzMjIMiIiCgoKkLypIMjc3V125cqVg79695keOHLG4ffs27/bt2zyhUKgUiUTyGTNmVEZERNTps/gw0e/rQg0YMEC+ceNGm9zcXGOJRMJ1d3dvTkhIuD9q1KgmBEkamJP0JmD0RXkCAMDzkpubKxkyZEiv54AAvCoYDEYA0Zsb9MPrKTc313LIkCFO/T2O54nBsFMTLXtBR/s0W61WD3tBBwMtyCQBAAAAAPRI941z4NWGxg0AAAAAAABakEkCAAAAANAb5iS9CRAkAQAAvAQwFwkA4OWBcjsAAAAAAAAtyCQBAAAAAPQIyu1ed8gkAQAAAAAAaEEmCQBeemq1mhgMRn8PAwAAeuCPtThfwwU50bjhTYBMEgC81BgMRm1bWxurv8cBAAA909LSwmYwGFgMHF5JCJIA4KWmUqnO1tXVCfp7HAAAoD+1Wk2VlZUCpVL5XX+PpW+oXtAf9BeU2wHAS02pVP5fRUXFRCIyNzU1bWSz2XKU3gEAvHzUajUplUpmU1OTUU1NDbuhoeGmSqU63N/jAugNxh/1ogAAL63s7GwnJpO52MDAYJJarTbr7/EAAIBuDAZDRkQ35XL5GSL6fwEBAW39PabnjcEQq4lmv6CjbclWq9XDXtDBQAuCJAAAAAAAPSFIejOg3A4AAAAAQG/obvcmQOMGAAAAAAAALcgkAQAAAAD0CDJJrztkkgAAAAAAALQgkwQAAAAAoDfMSXoTIJMEAAAAAACgBZkkAAAAAIAeUfX3AKCPIZMEAAAAAACgBUESAAAAAACAFpTbAQAAAADoDY0b3gTIJAEAAAAAAGhBJgkAAAAAoEeQSXrdIZMEAAAAAACgBZkkAAAAAAC9YU7SmwCZJAAAAAAAAC3IJAEAAAAA6A2ZpDcBMkkAAAAAAABakEkCAAAAAOgRZJJed8gkAQAAAAAAaEEmCQAAAABAb2oiUvX3IKCPIZMEAAAAAACgBZkkAAAAAIAewZyk1x0ySQAAAAAAAFqQSQIAAAAA0BvWSXoTIJMEAAAAAACgBUESAAAAAACAFpTbAQAAAADoDeV2bwJkkgAAAAAAALQgkwQAAAAA0CNYTPZ1h0wSAAAAAACAFoZare7vMQAAAAAAvBIYDEYqEVm+oMNVqdXqiS/oWKAFQRIAAAAAAIAWlNsBAAAAAABoQZAEAAAAAACgBUESAAAAAACAFgRJAAAAAAAAWhAkAQAAAAAAaPn/plHXGslAzDIAAAAASUVORK5CYII=" }, "metadata": { "needs_background": "light" @@ -391,6 +395,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -558,6 +563,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -1346,12 +1352,12 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": 2, "metadata": {}, "outputs": [ { "data": { - "image/png": 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" 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" }, "metadata": {}, "output_type": "display_data" @@ -1370,7 +1376,8 @@ " ('ANTs','Affine'), ('ANTs','Spline'), ('ANTs','LDDMM'),\n", " ('TissueCyte', 'Affine'), ('quickNII/Visualign', 'Affine'),\n", " ('Matlab', 'Affine'), ('Matlab', 'Polynomial'), ('Matlab','Spline'),\n", - " ('Multiscale Varifold LDDMM', 'LDDMM'),('Novel affine methods', 'Affine')]\n", + " ('Multiscale Varifold LDDMM', 'LDDMM'),('Novel affine methods', 'Affine'),\n", + " ('Elastic Alignment', 'Elastic')]\n", "tools_metrics_edges = [('Generative Diffeomorphic Mapping','SSE with contrast change'), ('Elastix','Mutual information'),\n", " ('CloudReg','SSE with contrast change'),\n", " ('mBrainAligner','Sum of Square Error (SSE)'), ('mBrainAligner','Cross entropy'), ('mBrainAligner','Mutual information'),\n", @@ -1407,40 +1414,77 @@ }, { "cell_type": "code", - "execution_count": 74, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
78.0\n",
-       "
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96\n",
+       "
\n",
+       "{\n",
+       "    'Affine': (1, 132.0),\n",
+       "    'Polynomial': (1, 120.0),\n",
+       "    'Spline': (1, 108.0),\n",
+       "    'Coherent Landmark Mapping': (1, 96.0),\n",
+       "    'Elastic': (1, 84.0),\n",
+       "    'Manual Pinning of Points': (1, 72.0),\n",
+       "    'LDDMM': (1, 60.0),\n",
+       "    'Generative Diffeomorphic Mapping': (2, 168),\n",
+       "    'mBrainAligner': (2, 156),\n",
+       "    'Multiscale Varifold LDDMM': (2, 144),\n",
+       "    'Novel affine methods': (2, 132),\n",
+       "    'ANTs': (2, 96),\n",
+       "    'CloudReg': (2, 84),\n",
+       "    'Elastic Alignment': (2, 72),\n",
+       "    'Elastix': (2, 60),\n",
+       "    'Matlab': (2, 48),\n",
+       "    'quickNII/Visualign': (2, 36),\n",
+       "    'TissueCyte': (2, 24),\n",
+       "    'Warp3': (2, 12),\n",
+       "    'Sum of Square Error (SSE)': (3, 144.0),\n",
+       "    'SSE with contrast change': (3, 132.0),\n",
+       "    'Landmark SSE': (3, 120.0),\n",
+       "    'Cross entropy': (3, 108.0),\n",
+       "    'Varifold norm': (3, 96.0),\n",
+       "    'Correlation': (3, 84.0),\n",
+       "    'Local correlation': (3, 72.0),\n",
+       "    'Mutual information': (3, 60.0),\n",
+       "    'Manual placement': (3, 48.0)\n",
+       "}\n",
        "
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"factor*(len(metrics)-1)" + "pos" ] }, { From ae431ee109bda1324586bce779f3335694efe136 Mon Sep 17 00:00:00 2001 From: Thomas Athey Date: Mon, 21 Aug 2023 17:35:38 -0400 Subject: [PATCH 08/15] sankey plot and jacobuan hnm --- experiments/map_neurons/lddmm-figure.ipynb | 1752 +++++++++++++++----- 1 file changed, 1302 insertions(+), 450 deletions(-) diff --git a/experiments/map_neurons/lddmm-figure.ipynb b/experiments/map_neurons/lddmm-figure.ipynb index 9891b2845..d4ff4d677 100644 --- a/experiments/map_neurons/lddmm-figure.ipynb +++ b/experiments/map_neurons/lddmm-figure.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -53,7 +53,9 @@ "from turtle import color\n", "from scipy.ndimage import distance_transform_edt, binary_dilation\n", "from joblib import Parallel, delayed\n", - "import networkx as nx" + "import networkx as nx\n", + "from brainlit.map_neurons.diffeo_gen import diffeo_gen_ara\n", + "from brainlit.map_neurons.map_neurons import Diffeomorphism_Transform" ] }, { @@ -74,27 +76,12 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "integrating velocity field: 100%|██████████| 10/10 [00:15<00:00, 1.58s/it]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "x 13300.0 y15100.0-7550.0 z9900.0\n" - ] - } - ], + "outputs": [], "source": [ "root_dir = Path(os.path.abspath(\"\"))\n", - "data_dir = os.path.join(root_dir, \"data\", \"mapping-files\")\n", + "data_dir = os.path.join(root_dir, \"data\")\n", "\n", "velocity_path = os.path.join(data_dir, \"downloop_1_v.mat\")\n", "affine_path = os.path.join(data_dir, \"downloop_1_A.mat\")\n", @@ -133,7 +120,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -179,40 +166,9 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - 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" 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" - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "z = 600\n", - "plt.rcParams.update({\"font.size\": 22})\n", + "plt.rcParams.update({\"font.size\": 28})\n", "\n", "\n", "fig, ax = plt.subplots(figsize=(15, 10))\n", "\n", "\n", "# Determinant jacobians\n", - "xs = np.array([z * 10 + 95])\n", + "xs = np.array([z])\n", "ys = np.arange(ymin, ymax + 1, (ymax - ymin) / 100)\n", "zs = np.arange(zmin, zmax + 1, (zmax - zmin) / 100)\n", "\n", @@ -356,15 +274,13 @@ " np.squeeze(detJs).T,\n", " extent=(-8000, 8000, -5000, 5000),\n", " cmap=\"seismic\",\n", - " vmin=-max_abs,\n", - " vmax=max_abs,\n", + " vmin=-max_abs*2,\n", + " vmax=max_abs*2,\n", ")\n", "ax.axis(\"off\")\n", - "fig.colorbar(plt_ldjs, ax=ax)\n", + "#fig.colorbar(plt_ldjs, ax=ax)\n", "\n", "# Displacement\n", - "\n", - "xs = np.array([z * 10 + 95])\n", "ys = np.arange(ymin, ymax + 1, (ymax - ymin) / 8)\n", "zs = np.arange(zmin, zmax + 1, (zmax - zmin) / 8)\n", "og_coords, diff = get_displacements(xs, ys, zs, ct)\n", @@ -390,8 +306,8 @@ "border = binary_dilation(border, iterations=2)\n", "plt_border = ax.imshow(border, extent=(-8000, 8000, -5000, 5000), cmap=cmap_trans_white)\n", "\n", - "ax.legend(loc=\"lower right\", bbox_to_anchor=(1, -0.1))\n", - "fig.suptitle(\"Log Jacobian Determinant of Atlas to Target Mapping\")" + "#ax.legend(loc=\"lower right\", bbox_to_anchor=(1, -0.1))\n", + "#fig.suptitle(\"Log Jacobian Determinant of Atlas to Target Mapping\")" ] }, { @@ -404,20 +320,9 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "12" - ] - }, - "execution_count": 1, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "import multiprocessing\n", "\n", @@ -426,24 +331,9 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 132651/132651 [06:05<00:00, 362.78it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Max |J-I|: 0.0215624756966549, rad 1869.4116721578475 = 40.309143747946585\n" - ] - } - ], + "outputs": [], "source": [ "# Determinant jacobians\n", "grid = \"cust-full\"\n", @@ -487,24 +377,9 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 132651/132651 [05:54<00:00, 374.00it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Max |ei-ei-1|: 0.0431249513933098\n" - ] - } - ], + "outputs": [], "source": [ "def displacement(coord):\n", " diff = ct.evaluate(coord) - coord\n", @@ -520,39 +395,9 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Bound: Zeroth Order Mapping Error <= 0.01078123784832745L + 0.0215624756966549 \n" - ] - }, - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "xs = np.arange(0, 3000)\n", "ys = max_abs * xs / 2 + max_displacement\n", @@ -572,17 +417,9 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 17576/17576 [01:58<00:00, 148.41it/s]\n" - ] - } - ], + "outputs": [], "source": [ "# spectral norm jacobians\n", "xs = np.arange(xmin, xmax + 1, (xmax - xmin) / 25)\n", @@ -601,37 +438,9 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([ 31., 69., 111., 180., 508., 3720., 10763., 1715.,\n", - " 341., 138.]),\n", - " array([1.71923854, 1.72126283, 1.72328712, 1.72531141, 1.7273357 ,\n", - " 1.72935998, 1.73138427, 1.73340856, 1.73543285, 1.73745714,\n", - " 1.73948142]),\n", - " )" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plt.hist(normJs)" ] @@ -1032,17 +841,9 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Downloading: 100%|██████████| 58/58 [00:01<00:00, 42.49it/s]\n" - ] - } - ], + "outputs": [], "source": [ "vol = CloudVolume(\n", " \"precomputed://https://open-neurodata.s3.amazonaws.com/ara_2016/sagittal_25um/average_25um\"\n", @@ -1052,26 +853,9 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(528, 320, 456, 1)\n" - ] - }, - { - "data": { - "image/png": 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" - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "d = np.arange(im_og.shape[0])\n", "v = np.arange(im_og.shape[1])\n", @@ -1088,32 +872,9 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" 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" - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "v_mat, h_mat = np.meshgrid(np.arange(0, im_og.shape[1], im_og.shape[1]/11), np.arange(0, im_og.shape[2], im_og.shape[2]/11))\n", "v_flat = np.reshape(v_mat, (-1, 1))\n", @@ -1239,17 +956,9 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(456, 320, 528)\n" - ] - } - ], + "outputs": [], "source": [ "v_mat, h_mat, d_mat = np.meshgrid(v, h, d)\n", "\n", @@ -1264,32 +973,9 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "points = np.stack([d_flat, new_v, h_flat], axis=1)\n", "new_im_flat = image_interp(points)\n", @@ -1301,26 +987,9 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(144, 1)\n" - ] - }, - { - "data": { - "image/png": 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" - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "v_mat, h_mat = np.meshgrid(np.arange(0, im_og.shape[1]+1, im_og.shape[1]/11), np.arange(0, im_og.shape[2]+1, im_og.shape[2]/11))\n", "v_flat = np.reshape(v_mat, (-1, 1))\n", @@ -1352,17 +1021,9 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "\n", "tools = ['Generative Diffeomorphic Mapping','mBrainAligner','Multiscale Varifold LDDMM', 'Novel affine methods', 'ANTs', 'CloudReg', 'Elastic Alignment', 'Elastix', 'Matlab', 'quickNII/Visualign', 'TissueCyte', 'Warp3']\n", @@ -1414,77 +1075,1250 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# tools_metrics_edges += (\"Matlab\", \"Landmark SSE\")\n", + "\n", + "metrics += [\"Unknown metric\"]\n", + "models += [\"Unknown model\"]\n", + "tools_metrics_edges += [(tool, metrics[-1]) for tool in [\"Elastic Alignment\", \"Matlab\", \"TissueCyte\", \"Warp3\"]]\n", + "tools_models_edges += [(tool, models[-1]) for tool in [\"Warp3\"]]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "labels" + ] + }, + { + "cell_type": "code", + "execution_count": 158, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "link": { + "color": [ + "mistyrose", + "mistyrose", + "thistle", + "thistle", + "powderblue", + "powderblue", + "moccasin", + "moccasin", + "aquamarine", + "aquamarine", + "aquamarine", + "silver", + "goldenrod", + "orchid", + "orchid", + "orchid", + "khaki", + "palegreen", + "cyan", + "lightgrey", + "mistyrose", + "thistle", + "powderblue", + "moccasin", + "moccasin", + "moccasin", + "goldenrod", + "goldenrod", + "khaki", + "palegreen", + "aquamarine", + "aquamarine", + "aquamarine", + "cyan", + "orchid", + "silver", + "lightgrey", + "cyan", + "orchid", + "silver", + "lightgrey" + ], + "source": [ + 12, + 18, + 12, + 14, + 12, + 18, + 15, + 14, + 12, + 14, + 18, + 12, + 12, + 12, + 13, + 14, + 18, + 12, + 16, + 19, + 0, + 7, + 5, + 1, + 1, + 1, + 9, + 9, + 2, + 3, + 4, + 4, + 4, + 6, + 8, + 10, + 11, + 6, + 8, + 10, + 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"" + } + }, + "scene": { + "xaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "yaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "zaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + } + }, + "shapedefaults": { + "line": { + "color": "#2a3f5f" + } + }, + "ternary": { + "aaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "baxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "caxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + } + } + }, + "width": 1150 + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import plotly.graph_objects as go\n", + "\n", + "labels = tools + models + metrics\n", + "\n", + "\n", + "xs = [0.35 for t in tools] + [0.02 for m in models] + [0.9 for m in metrics]\n", + "ys = list(np.arange(0.1, 0.09*(len(tools)+1), 0.09)) + list(np.arange(0.1, 0.09*(len(models)+1), 0.09)) + list(np.arange(0.1, 0.09*(1+len(metrics)), 0.09))\n", + "\n", + "color = [\"mistyrose\", \"moccasin\", \"khaki\", \"palegreen\", \"aquamarine\", \"powderblue\", \"cyan\", \"thistle\", \"orchid\", \"goldenrod\", \"silver\", \"lightgrey\"]\n", + "tool2color = {k:v for (k,v) in zip(tools, color)}\n", + "color += [\"black\" for t in models]\n", + "color += [\"black\" for m in metrics]\n", + "\n", + "source = []\n", + "target = []\n", + "e_color = []\n", + "for tool_model_edge in tools_models_edges:\n", + " source.append(labels.index(tool_model_edge[1]))\n", + " target.append(labels.index(tool_model_edge[0]))\n", + " e_color.append(tool2color[tool_model_edge[0]])\n", + "\n", + "for tool_metric_edge in tools_metrics_edges:\n", + " source.append(labels.index(tool_metric_edge[0]))\n", + " target.append(labels.index(tool_metric_edge[1]))\n", + " e_color.append(tool2color[tool_metric_edge[0]])\n", + "\n", + "value = [1 for s in source]\n", + "\n", + "fig = go.Figure(data=[go.Sankey(\n", + " node = dict(\n", + " pad = 15,\n", + " thickness = 20,\n", + " line = dict(color = \"black\", width = 0.5),\n", + " label = labels,\n", + " color = color,\n", + " #x=xs,\n", + " #y=ys\n", + " ),\n", + " link = dict(\n", + " source = source, # indices correspond to labels, eg A1, A2, A1, B1, ...\n", + " target = target,\n", + " value = value,\n", + " color = e_color\n", + " ))])\n", + "\n", + "fig.update_layout(font_size=20)\n", + "fig.update_layout(width=1150, height=1000)\n", + "fig.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 153, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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+       "[\n",
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+       "    'Sum of Square\\nError (SSE) ',\n",
+       "    'SSE with contrast\\nchange ',\n",
+       "    'Landmark SSE\\n',\n",
+       "    'Cross entropy\\n',\n",
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+       "    'Local correlation\\n',\n",
+       "    'Mutual information\\n',\n",
+       "    'Manual placement\\n',\n",
+       "    'Unknown metric\\n',\n",
+       "    'Unknown metric\\n'\n",
+       "]\n",
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"pos" + "new_labels" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "len(labels)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "np.arange(0.5, 1.4, 0.1)" ] }, { From 0109a5bea3399553bb2461366069f5fdc7d199ec Mon Sep 17 00:00:00 2001 From: Thomas Athey Date: Wed, 23 Aug 2023 16:09:11 -0400 Subject: [PATCH 09/15] fig update --- experiments/map_neurons/lddmm-figure.ipynb | 252 +++++++-------------- 1 file changed, 86 insertions(+), 166 deletions(-) diff --git a/experiments/map_neurons/lddmm-figure.ipynb b/experiments/map_neurons/lddmm-figure.ipynb index d4ff4d677..bea292497 100644 --- a/experiments/map_neurons/lddmm-figure.ipynb +++ b/experiments/map_neurons/lddmm-figure.ipynb @@ -1026,28 +1026,37 @@ "outputs": [], "source": [ "\n", - "tools = ['Generative Diffeomorphic Mapping','mBrainAligner','Multiscale Varifold LDDMM', 'Novel affine methods', 'ANTs', 'CloudReg', 'Elastic Alignment', 'Elastix', 'Matlab', 'quickNII/Visualign', 'TissueCyte', 'Warp3']\n", + "tools = ['Generative Diffeomorphic Mapping','mBrainAligner','Multiscale Varifold LDDMM', 'Novel affine methods', 'ANTs', 'CloudReg*', 'Elastic Alignment', 'Elastix', 'Matlab Scripts', 'quickNII/Visualign', 'TissueCyte', 'Warp3', 'nTracer2']\n", "models = ['Affine','Polynomial','Spline', 'Coherent Landmark Mapping', 'Elastic', 'Manual Pinning of Points', 'LDDMM']\n", "metrics = ['Sum of Square Error (SSE)','SSE with contrast change','Landmark SSE', 'Cross entropy', 'Varifold norm', 'Correlation', 'Local correlation', 'Mutual information', 'Manual placement']\n", "\n", "tools_models_edges = [('Generative Diffeomorphic Mapping','Affine'), ('Generative Diffeomorphic Mapping','LDDMM'),\n", " ('Elastix','Affine'), ('Elastix','Spline'),\n", - " ('CloudReg','Affine'), ('CloudReg','LDDMM'),\n", + " ('CloudReg*','Affine'), ('CloudReg*','LDDMM'),\n", " ('mBrainAligner','Coherent Landmark Mapping'), ('mBrainAligner','Spline'),\n", " ('ANTs','Affine'), ('ANTs','Spline'), ('ANTs','LDDMM'),\n", " ('TissueCyte', 'Affine'), ('quickNII/Visualign', 'Affine'),\n", - " ('Matlab', 'Affine'), ('Matlab', 'Polynomial'), ('Matlab','Spline'),\n", + " ('Matlab Scripts', 'Affine'), ('Matlab Scripts', 'Polynomial'), ('Matlab Scripts','Spline'),\n", " ('Multiscale Varifold LDDMM', 'LDDMM'),('Novel affine methods', 'Affine'),\n", " ('Elastic Alignment', 'Elastic')]\n", - "tools_metrics_edges = [('Generative Diffeomorphic Mapping','SSE with contrast change'), ('Elastix','Mutual information'),\n", - " ('CloudReg','SSE with contrast change'),\n", + "tools_metrics_edges = [('Generative Diffeomorphic Mapping','SSE with contrast change'), ('Elastix','Mutual information'), ('Elastix','Correlation'), ('Elastix','Sum of Square Error (SSE)'),\n", + " ('CloudReg*','SSE with contrast change'),\n", " ('mBrainAligner','Sum of Square Error (SSE)'), ('mBrainAligner','Cross entropy'), ('mBrainAligner','Mutual information'),\n", " ('quickNII/Visualign', 'Correlation'),('quickNII/Visualign', 'Manual placement'),('Multiscale Varifold LDDMM', 'Varifold norm'),\n", " ('Novel affine methods', 'Sum of Square Error (SSE)'),\n", - " ('ANTs', 'Sum of Square Error (SSE)'), ('ANTs', 'Correlation'), ('ANTs', 'Mutual information')]\n", - "\n", + " ('ANTs', 'Sum of Square Error (SSE)'), ('ANTs', 'Correlation'), ('ANTs', 'Mutual information'),\n", + " ('Matlab Scripts', 'Sum of Square Error (SSE)'), ('Matlab Scripts', 'Mutual information')]\n", "\n", "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ "BG = nx.Graph()\n", "BG.add_nodes_from(models)\n", "BG.add_nodes_from(tools)\n", @@ -1074,31 +1083,45 @@ ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "# tools_metrics_edges += (\"Matlab\", \"Landmark SSE\")\n", - "\n", - "metrics += [\"Unknown metric\"]\n", - "models += [\"Unknown model\"]\n", - "tools_metrics_edges += [(tool, metrics[-1]) for tool in [\"Elastic Alignment\", \"Matlab\", \"TissueCyte\", \"Warp3\"]]\n", - "tools_models_edges += [(tool, models[-1]) for tool in [\"Warp3\"]]" + "### Citations\n", + "ntracer2 - dawen - asked, ask about elastic tool or novel affine method?\n", + "novel affine, elastic - dawen??\n", + "\n", + "generative diffeomorphic mapping - daniel citation - Tward D, Brown T, Kageyama Y, Patel J, Hou Z, Mori S, Albert M, Troncoso J, Miller M. Diffeomorphic registration with intensity transformation and missing data: Application to 3D digital pathology of Alzheimer's disease. Frontiers in neuroscience. 2020 Feb 11;14:52.\n", + "\n", + "Tward D, Li X, Huo B, Lee B, Miller MI, Mitra PP. Solving the where problem in neuroanatomy: a generative framework with learned mappings to register multimodal, incomplete data into a reference brain. bioRxiv. 2020 Mar 23:2020-03.\n", + "\n", + "multiscale varifold lddmm - https://arxiv.org/pdf/2208.08376.pdf\n", + "cloudreg - https://www.nature.com/articles/s41592-021-01218-z - done\n", + "mbrainaligner - https://academic.oup.com/bioinformatics/article/38/19/4654/6661343 Hanchuan - asked\n", + "ANTS - http://stnava.github.io/ANTs/ - done\n", + "elastix - https://pubmed.ncbi.nlm.nih.gov/19923044/ - done\n", + "matlab - https://www.mathworks.com/matlabcentral/answers/414438-how-do-i-cite-matlab-in-a-bibliography-or-a-published-journal#:~:text=Citing%20MATLAB%20software%3A&text=Citation%20in%20Vancouver%20style%3A,The%20MathWorks%20Inc.%3B%202022. https://www.mathworks.com/help/images/ref/imregister.html#d124e180774\n", + "quickNII/Visualign - https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0216796 https://www.nitrc.org/projects/visualign\n", + "tissuecyte - cite software https://www.tissuevision.com/approach\n", + "Warp3 - https://www.nature.com/articles/s41467-021-22915-5 dong - asked\n" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 173, "metadata": {}, "outputs": [], "source": [ - "labels" + "# tools_metrics_edges += (\"Matlab\", \"Landmark SSE\")\n", + "\n", + "metrics += [\"Unknown metric\"]\n", + "models += [\"Unknown model\"]\n", + "tools_metrics_edges += [(tool, metrics[-1]) for tool in [\"Elastic Alignment\", \"TissueCyte\", \"Warp3\"]]\n", + "tools_models_edges += [(tool, models[-1]) for tool in [\"Warp3\"]]" ] }, { "cell_type": "code", - "execution_count": 158, + "execution_count": 174, "metadata": {}, "outputs": [ { @@ -1133,6 +1156,8 @@ "lightgrey", "mistyrose", "thistle", + "thistle", + "thistle", "powderblue", "moccasin", "moccasin", @@ -1144,38 +1169,37 @@ "aquamarine", "aquamarine", "aquamarine", - "cyan", "orchid", - "silver", - "lightgrey", - "cyan", "orchid", + "cyan", "silver", "lightgrey" ], "source": [ - 12, - 18, - 12, - 14, - 12, - 18, + 13, + 19, + 13, 15, - 14, - 12, - 14, - 18, - 12, - 12, - 12, 13, - 14, - 18, - 12, + 19, 16, + 15, + 13, + 15, + 19, + 13, + 13, + 13, + 14, + 15, 19, + 13, + 17, + 20, 0, 7, + 7, + 7, 5, 1, 1, @@ -1187,12 +1211,9 @@ 4, 4, 4, - 6, 8, - 10, - 11, - 6, 8, + 6, 10, 11 ], @@ -1217,27 +1238,26 @@ 3, 6, 11, + 22, + 28, + 26, 21, - 27, + 22, 21, - 20, - 23, - 27, - 25, - 28, 24, - 20, - 20, - 25, - 27, - 29, - 29, - 29, - 29, - 29, - 29, + 28, + 26, 29, - 29 + 25, + 21, + 21, + 26, + 28, + 21, + 28, + 30, + 30, + 30 ], "value": [ 1, @@ -1279,7 +1299,6 @@ 1, 1, 1, - 1, 1 ] }, @@ -1314,7 +1333,6 @@ "black", "black", "black", - "black", "black" ], "label": [ @@ -1323,13 +1341,14 @@ "Multiscale Varifold LDDMM", "Novel affine methods", "ANTs", - "CloudReg", + "CloudReg*", "Elastic Alignment", "Elastix", - "Matlab", + "Matlab Scripts", "quickNII/Visualign", "TissueCyte", "Warp3", + "nTracer2", "Affine", "Polynomial", "Spline", @@ -1347,7 +1366,6 @@ "Local correlation", "Mutual information", "Manual placement", - "Unknown metric", "Unknown metric" ], "line": { @@ -1362,7 +1380,7 @@ ], "layout": { "font": { - "size": 20 + "size": 24 }, "height": 1000, "template": { @@ -2235,116 +2253,18 @@ " color = e_color\n", " ))])\n", "\n", - "fig.update_layout(font_size=20)\n", + "fig.update_layout(font_size=24)\n", "fig.update_layout(width=1150, height=1000)\n", "fig.show()" ] }, - { - "cell_type": "code", - "execution_count": 153, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" \u001b[32m'SSE with contrast\\nchange '\u001b[0m,\n", - " \u001b[32m'Landmark SSE\\n'\u001b[0m,\n", - " \u001b[32m'Cross entropy\\n'\u001b[0m,\n", - " \u001b[32m'Varifold norm\\n'\u001b[0m,\n", - " \u001b[32m'Correlation\\n'\u001b[0m,\n", - " \u001b[32m'Local correlation\\n'\u001b[0m,\n", - " \u001b[32m'Mutual information\\n'\u001b[0m,\n", - " \u001b[32m'Manual placement\\n'\u001b[0m,\n", - " \u001b[32m'Unknown metric\\n'\u001b[0m,\n", - " \u001b[32m'Unknown metric\\n'\u001b[0m\n", - "\u001b[1m]\u001b[0m\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "new_labels" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "len(labels)" - ] - }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "np.arange(0.5, 1.4, 0.1)" + "tool_metric_edge" ] }, { From 6a20d5f2f763c26a2889aae3070ea5e6ad026cc2 Mon Sep 17 00:00:00 2001 From: Thomas Athey Date: Thu, 24 Aug 2023 16:42:23 -0400 Subject: [PATCH 10/15] more info --- experiments/map_neurons/lddmm-figure.ipynb | 142 +++++++++++++-------- 1 file changed, 88 insertions(+), 54 deletions(-) diff --git a/experiments/map_neurons/lddmm-figure.ipynb b/experiments/map_neurons/lddmm-figure.ipynb index bea292497..2543d97cf 100644 --- a/experiments/map_neurons/lddmm-figure.ipynb +++ b/experiments/map_neurons/lddmm-figure.ipynb @@ -1021,31 +1021,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 202, "metadata": {}, "outputs": [], "source": [ "\n", - "tools = ['Generative Diffeomorphic Mapping','mBrainAligner','Multiscale Varifold LDDMM', 'Novel affine methods', 'ANTs', 'CloudReg*', 'Elastic Alignment', 'Elastix', 'Matlab Scripts', 'quickNII/Visualign', 'TissueCyte', 'Warp3', 'nTracer2']\n", - "models = ['Affine','Polynomial','Spline', 'Coherent Landmark Mapping', 'Elastic', 'Manual Pinning of Points', 'LDDMM']\n", - "metrics = ['Sum of Square Error (SSE)','SSE with contrast change','Landmark SSE', 'Cross entropy', 'Varifold norm', 'Correlation', 'Local correlation', 'Mutual information', 'Manual placement']\n", + "tools = ['Generative Diffeomorphic Mapping','mBrainAligner','Multiscale Varifold LDDMM', 'Novel affine methods', 'ANTs', 'CloudReg', 'Elastic Alignment', 'Elastix', 'Custom MATLAB scripts', 'quickNII/Visualign', 'TissueCyte', 'Warp3', 'nTracer2']\n", + "models = ['Affine','Polynomial','Spline', 'Elastic', 'Manual Pinning of Points', 'LDDMM']\n", + "metrics = ['Squared Error (SE)','SE with contrast change','Landmark SE', 'Varifold norm', 'Correlation', 'Mutual information', 'Manual placement']\n", "\n", "tools_models_edges = [('Generative Diffeomorphic Mapping','Affine'), ('Generative Diffeomorphic Mapping','LDDMM'),\n", " ('Elastix','Affine'), ('Elastix','Spline'),\n", - " ('CloudReg*','Affine'), ('CloudReg*','LDDMM'),\n", - " ('mBrainAligner','Coherent Landmark Mapping'), ('mBrainAligner','Spline'),\n", + " ('CloudReg','Affine'), ('CloudReg','LDDMM'), ('mBrainAligner','Spline'),\n", " ('ANTs','Affine'), ('ANTs','Spline'), ('ANTs','LDDMM'),\n", " ('TissueCyte', 'Affine'), ('quickNII/Visualign', 'Affine'),\n", - " ('Matlab Scripts', 'Affine'), ('Matlab Scripts', 'Polynomial'), ('Matlab Scripts','Spline'),\n", + " ('Custom MATLAB scripts', 'Affine'), ('Custom MATLAB scripts', 'Polynomial'), ('Custom MATLAB scripts','Spline'),\n", " ('Multiscale Varifold LDDMM', 'LDDMM'),('Novel affine methods', 'Affine'),\n", " ('Elastic Alignment', 'Elastic')]\n", - "tools_metrics_edges = [('Generative Diffeomorphic Mapping','SSE with contrast change'), ('Elastix','Mutual information'), ('Elastix','Correlation'), ('Elastix','Sum of Square Error (SSE)'),\n", - " ('CloudReg*','SSE with contrast change'),\n", - " ('mBrainAligner','Sum of Square Error (SSE)'), ('mBrainAligner','Cross entropy'), ('mBrainAligner','Mutual information'),\n", + "tools_metrics_edges = [('Generative Diffeomorphic Mapping','SE with contrast change'), ('Elastix','Mutual information'), ('Elastix','Correlation'), ('Elastix','Squared Error (SE)'),\n", + " ('CloudReg','SE with contrast change'),\n", + " ('mBrainAligner','Squared Error (SE)'), ('mBrainAligner','Correlation'), ('mBrainAligner','Mutual information'),\n", " ('quickNII/Visualign', 'Correlation'),('quickNII/Visualign', 'Manual placement'),('Multiscale Varifold LDDMM', 'Varifold norm'),\n", - " ('Novel affine methods', 'Sum of Square Error (SSE)'),\n", - " ('ANTs', 'Sum of Square Error (SSE)'), ('ANTs', 'Correlation'), ('ANTs', 'Mutual information'),\n", - " ('Matlab Scripts', 'Sum of Square Error (SSE)'), ('Matlab Scripts', 'Mutual information')]\n", + " ('Novel affine methods', 'Squared Error (SE)'),\n", + " ('ANTs', 'Squared Error (SE)'), ('ANTs', 'Correlation'), ('ANTs', 'Mutual information'),\n", + " ('Custom MATLAB scripts', 'Squared Error (SE)'), ('Custom MATLAB scripts', 'Mutual information')]\n", "\n", "\n", "\n" @@ -1096,7 +1095,7 @@ "\n", "multiscale varifold lddmm - https://arxiv.org/pdf/2208.08376.pdf\n", "cloudreg - https://www.nature.com/articles/s41592-021-01218-z - done\n", - "mbrainaligner - https://academic.oup.com/bioinformatics/article/38/19/4654/6661343 Hanchuan - asked\n", + "mbrainaligner - https://academic.oup.com/bioinformatics/article/38/19/4654/6661343 Hanchuan - done\n", "ANTS - http://stnava.github.io/ANTs/ - done\n", "elastix - https://pubmed.ncbi.nlm.nih.gov/19923044/ - done\n", "matlab - https://www.mathworks.com/matlabcentral/answers/414438-how-do-i-cite-matlab-in-a-bibliography-or-a-published-journal#:~:text=Citing%20MATLAB%20software%3A&text=Citation%20in%20Vancouver%20style%3A,The%20MathWorks%20Inc.%3B%202022. https://www.mathworks.com/help/images/ref/imregister.html#d124e180774\n", @@ -1107,7 +1106,7 @@ }, { "cell_type": "code", - "execution_count": 173, + "execution_count": 203, "metadata": {}, "outputs": [], "source": [ @@ -1121,7 +1120,7 @@ }, { "cell_type": "code", - "execution_count": 174, + "execution_count": 204, "metadata": {}, "outputs": [ { @@ -1141,7 +1140,6 @@ "powderblue", "powderblue", "moccasin", - "moccasin", "aquamarine", "aquamarine", "aquamarine", @@ -1177,25 +1175,24 @@ ], "source": [ 13, - 19, + 18, 13, 15, 13, - 19, - 16, + 18, 15, 13, 15, - 19, + 18, 13, 13, 13, 14, 15, - 19, + 18, 13, - 17, - 20, + 16, + 19, 0, 7, 7, @@ -1225,7 +1222,6 @@ 5, 5, 1, - 1, 4, 4, 4, @@ -1238,26 +1234,26 @@ 3, 6, 11, - 22, - 28, - 26, 21, - 22, + 25, + 24, + 20, 21, + 20, 24, - 28, - 26, - 29, 25, - 21, - 21, + 24, 26, - 28, - 21, - 28, - 30, - 30, - 30 + 23, + 20, + 20, + 24, + 25, + 20, + 25, + 27, + 27, + 27 ], "value": [ 1, @@ -1298,7 +1294,6 @@ 1, 1, 1, - 1, 1 ] }, @@ -1330,9 +1325,6 @@ "black", "black", "black", - "black", - "black", - "black", "black" ], "label": [ @@ -1341,10 +1333,10 @@ "Multiscale Varifold LDDMM", "Novel affine methods", "ANTs", - "CloudReg*", + "CloudReg", "Elastic Alignment", "Elastix", - "Matlab Scripts", + "Custom MATLAB scripts", "quickNII/Visualign", "TissueCyte", "Warp3", @@ -1352,18 +1344,15 @@ "Affine", "Polynomial", "Spline", - "Coherent Landmark Mapping", "Elastic", "Manual Pinning of Points", "LDDMM", "Unknown model", - "Sum of Square Error (SSE)", - "SSE with contrast change", - "Landmark SSE", - "Cross entropy", + "Squared Error (SE)", + "SE with contrast change", + "Landmark SE", "Varifold norm", "Correlation", - "Local correlation", "Mutual information", "Manual placement", "Unknown metric" @@ -2260,11 +2249,56 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 175, + "metadata": {}, + "outputs": [], + "source": [ + "from ngauge import Neuron" + ] + }, + { + "cell_type": "code", + "execution_count": 185, "metadata": {}, "outputs": [], "source": [ - "tool_metric_edge" + "n = Neuron.from_swc(\"/Users/thomasathey/Documents/mimlab/mouselight/axon_mapping/mouselight-swcs/swcs-1/AA1087.swc\")" + ] + }, + { + "cell_type": "code", + "execution_count": 190, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1.4080889430451775\n", + "0.034744588499389974\n", + "0.016900518965864735\n", + "0.03365819186590806\n", + "0.021338873390637995\n" + ] + }, + { + "data": { + "text/html": [ + "
34\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[1;36m34\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "for b in n.branches:\n", + " print(np.amax(b.path_dist_to_ends())/10000)\n", + "n.total_bif_nodes()\n" ] }, { From 8da6072f8146cfa2571aa03833d6d19955d36e3a Mon Sep 17 00:00:00 2001 From: Thomas Athey Date: Mon, 28 Aug 2023 14:39:46 -0400 Subject: [PATCH 11/15] remove elastic --- experiments/map_neurons/lddmm-figure.ipynb | 145 ++++++++++----------- 1 file changed, 66 insertions(+), 79 deletions(-) diff --git a/experiments/map_neurons/lddmm-figure.ipynb b/experiments/map_neurons/lddmm-figure.ipynb index 2543d97cf..b7bd4e1e9 100644 --- a/experiments/map_neurons/lddmm-figure.ipynb +++ b/experiments/map_neurons/lddmm-figure.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 205, "metadata": {}, "outputs": [], "source": [ @@ -1021,12 +1021,12 @@ }, { "cell_type": "code", - "execution_count": 202, + "execution_count": 206, "metadata": {}, "outputs": [], "source": [ "\n", - "tools = ['Generative Diffeomorphic Mapping','mBrainAligner','Multiscale Varifold LDDMM', 'Novel affine methods', 'ANTs', 'CloudReg', 'Elastic Alignment', 'Elastix', 'Custom MATLAB scripts', 'quickNII/Visualign', 'TissueCyte', 'Warp3', 'nTracer2']\n", + "tools = ['Generative Diffeomorphic Mapping','mBrainAligner','Multiscale Varifold LDDMM', 'Novel affine methods', 'ANTs', 'CloudReg', 'Elastix', 'Custom MATLAB scripts', 'quickNII/Visualign', 'TissueCyte', 'Warp3', 'nTracer2']\n", "models = ['Affine','Polynomial','Spline', 'Elastic', 'Manual Pinning of Points', 'LDDMM']\n", "metrics = ['Squared Error (SE)','SE with contrast change','Landmark SE', 'Varifold norm', 'Correlation', 'Mutual information', 'Manual placement']\n", "\n", @@ -1036,18 +1036,14 @@ " ('ANTs','Affine'), ('ANTs','Spline'), ('ANTs','LDDMM'),\n", " ('TissueCyte', 'Affine'), ('quickNII/Visualign', 'Affine'),\n", " ('Custom MATLAB scripts', 'Affine'), ('Custom MATLAB scripts', 'Polynomial'), ('Custom MATLAB scripts','Spline'),\n", - " ('Multiscale Varifold LDDMM', 'LDDMM'),('Novel affine methods', 'Affine'),\n", - " ('Elastic Alignment', 'Elastic')]\n", + " ('Multiscale Varifold LDDMM', 'LDDMM'),('Novel affine methods', 'Affine')]\n", "tools_metrics_edges = [('Generative Diffeomorphic Mapping','SE with contrast change'), ('Elastix','Mutual information'), ('Elastix','Correlation'), ('Elastix','Squared Error (SE)'),\n", " ('CloudReg','SE with contrast change'),\n", " ('mBrainAligner','Squared Error (SE)'), ('mBrainAligner','Correlation'), ('mBrainAligner','Mutual information'),\n", " ('quickNII/Visualign', 'Correlation'),('quickNII/Visualign', 'Manual placement'),('Multiscale Varifold LDDMM', 'Varifold norm'),\n", " ('Novel affine methods', 'Squared Error (SE)'),\n", " ('ANTs', 'Squared Error (SE)'), ('ANTs', 'Correlation'), ('ANTs', 'Mutual information'),\n", - " ('Custom MATLAB scripts', 'Squared Error (SE)'), ('Custom MATLAB scripts', 'Mutual information')]\n", - "\n", - "\n", - "\n" + " ('Custom MATLAB scripts', 'Squared Error (SE)'), ('Custom MATLAB scripts', 'Mutual information')]\n" ] }, { @@ -1106,7 +1102,7 @@ }, { "cell_type": "code", - "execution_count": 203, + "execution_count": 207, "metadata": {}, "outputs": [], "source": [ @@ -1114,13 +1110,13 @@ "\n", "metrics += [\"Unknown metric\"]\n", "models += [\"Unknown model\"]\n", - "tools_metrics_edges += [(tool, metrics[-1]) for tool in [\"Elastic Alignment\", \"TissueCyte\", \"Warp3\"]]\n", + "tools_metrics_edges += [(tool, metrics[-1]) for tool in [\"TissueCyte\", \"Warp3\"]]\n", "tools_models_edges += [(tool, models[-1]) for tool in [\"Warp3\"]]" ] }, { "cell_type": "code", - "execution_count": 204, + "execution_count": 208, "metadata": {}, "outputs": [ { @@ -1135,125 +1131,119 @@ "color": [ "mistyrose", "mistyrose", - "thistle", - "thistle", + "cyan", + "cyan", "powderblue", "powderblue", "moccasin", "aquamarine", "aquamarine", "aquamarine", - "silver", "goldenrod", "orchid", - "orchid", - "orchid", - "khaki", - "palegreen", - "cyan", - "lightgrey", - "mistyrose", "thistle", "thistle", "thistle", + "khaki", + "palegreen", + "silver", + "mistyrose", + "cyan", + "cyan", + "cyan", "powderblue", "moccasin", "moccasin", "moccasin", - "goldenrod", - "goldenrod", + "orchid", + "orchid", "khaki", "palegreen", "aquamarine", "aquamarine", "aquamarine", - "orchid", - "orchid", - "cyan", - "silver", - "lightgrey" + "thistle", + "thistle", + "goldenrod", + "silver" ], "source": [ - 13, - 18, - 13, - 15, - 13, - 18, - 15, - 13, - 15, - 18, - 13, - 13, + 12, + 17, + 12, + 14, + 12, + 17, + 14, + 12, + 14, + 17, + 12, + 12, + 12, 13, 14, - 15, + 17, + 12, 18, - 13, - 16, - 19, 0, - 7, - 7, - 7, + 6, + 6, + 6, 5, 1, 1, 1, - 9, - 9, + 8, + 8, 2, 3, 4, 4, 4, - 8, - 8, - 6, - 10, - 11 + 7, + 7, + 9, + 10 ], "target": [ 0, 0, - 7, - 7, + 6, + 6, 5, 5, 1, 4, 4, 4, - 10, 9, 8, - 8, - 8, + 7, + 7, + 7, 2, 3, - 6, - 11, - 21, - 25, - 24, - 20, - 21, + 10, 20, 24, - 25, - 24, - 26, 23, + 19, 20, - 20, + 19, + 23, 24, + 23, 25, - 20, - 25, - 27, - 27, - 27 + 22, + 19, + 19, + 23, + 24, + 19, + 24, + 26, + 26 ], "value": [ 1, @@ -1292,8 +1282,6 @@ 1, 1, 1, - 1, - 1, 1 ] }, @@ -1334,7 +1322,6 @@ "Novel affine methods", "ANTs", "CloudReg", - "Elastic Alignment", "Elastix", "Custom MATLAB scripts", "quickNII/Visualign", From 69e060db54f79b7a836ce211b0c0515aed79f475 Mon Sep 17 00:00:00 2001 From: Thomas Athey Date: Mon, 28 Aug 2023 14:40:49 -0400 Subject: [PATCH 12/15] remove elastic --- experiments/map_neurons/lddmm-figure.ipynb | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/experiments/map_neurons/lddmm-figure.ipynb b/experiments/map_neurons/lddmm-figure.ipynb index b7bd4e1e9..74c29f407 100644 --- a/experiments/map_neurons/lddmm-figure.ipynb +++ b/experiments/map_neurons/lddmm-figure.ipynb @@ -1082,8 +1082,7 @@ "metadata": {}, "source": [ "### Citations\n", - "ntracer2 - dawen - asked, ask about elastic tool or novel affine method?\n", - "novel affine, elastic - dawen??\n", + "ntracer2 - ntracer2 is a platform which combines elastix, ants, and open3d affine stuff (excluded for clarify), add ntracer2 in the text?\n", "\n", "generative diffeomorphic mapping - daniel citation - Tward D, Brown T, Kageyama Y, Patel J, Hou Z, Mori S, Albert M, Troncoso J, Miller M. Diffeomorphic registration with intensity transformation and missing data: Application to 3D digital pathology of Alzheimer's disease. Frontiers in neuroscience. 2020 Feb 11;14:52.\n", "\n", @@ -1097,7 +1096,7 @@ "matlab - https://www.mathworks.com/matlabcentral/answers/414438-how-do-i-cite-matlab-in-a-bibliography-or-a-published-journal#:~:text=Citing%20MATLAB%20software%3A&text=Citation%20in%20Vancouver%20style%3A,The%20MathWorks%20Inc.%3B%202022. https://www.mathworks.com/help/images/ref/imregister.html#d124e180774\n", "quickNII/Visualign - https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0216796 https://www.nitrc.org/projects/visualign\n", "tissuecyte - cite software https://www.tissuevision.com/approach\n", - "Warp3 - https://www.nature.com/articles/s41467-021-22915-5 dong - asked\n" + "ConnectionLens/Warp3 - https://www.nature.com/articles/s41467-021-22915-5 dong -> greg hood asked\n" ] }, { From a58b84b8ce7ef461e1b5ba61ceb01dbbf80700a3 Mon Sep 17 00:00:00 2001 From: Thomas Athey Date: Wed, 30 Aug 2023 13:13:37 -0400 Subject: [PATCH 13/15] figure --- experiments/map_neurons/lddmm-figure.ipynb | 146 ++++++++++----------- 1 file changed, 73 insertions(+), 73 deletions(-) diff --git a/experiments/map_neurons/lddmm-figure.ipynb b/experiments/map_neurons/lddmm-figure.ipynb index 74c29f407..e78d42fb6 100644 --- a/experiments/map_neurons/lddmm-figure.ipynb +++ b/experiments/map_neurons/lddmm-figure.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 205, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -1021,13 +1021,13 @@ }, { "cell_type": "code", - "execution_count": 206, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "\n", - "tools = ['Generative Diffeomorphic Mapping','mBrainAligner','Multiscale Varifold LDDMM', 'Novel affine methods', 'ANTs', 'CloudReg', 'Elastix', 'Custom MATLAB scripts', 'quickNII/Visualign', 'TissueCyte', 'Warp3', 'nTracer2']\n", - "models = ['Affine','Polynomial','Spline', 'Elastic', 'Manual Pinning of Points', 'LDDMM']\n", + "tools = ['Generative Diffeomorphic Mapping','mBrainAligner','Multiscale Varifold LDDMM', 'ANTs', 'CloudReg', 'Elastix', 'Custom MATLAB scripts', 'quickNII/Visualign', 'TissueCyte', 'Connection Lens/AlignTK', 'nTracer2']\n", + "models = ['Affine','Polynomial','Spline', 'Elastic', 'Manual Pinning of Points', 'LDDMM', \"Piecewise Linear\"]\n", "metrics = ['Squared Error (SE)','SE with contrast change','Landmark SE', 'Varifold norm', 'Correlation', 'Mutual information', 'Manual placement']\n", "\n", "tools_models_edges = [('Generative Diffeomorphic Mapping','Affine'), ('Generative Diffeomorphic Mapping','LDDMM'),\n", @@ -1036,14 +1036,15 @@ " ('ANTs','Affine'), ('ANTs','Spline'), ('ANTs','LDDMM'),\n", " ('TissueCyte', 'Affine'), ('quickNII/Visualign', 'Affine'),\n", " ('Custom MATLAB scripts', 'Affine'), ('Custom MATLAB scripts', 'Polynomial'), ('Custom MATLAB scripts','Spline'),\n", - " ('Multiscale Varifold LDDMM', 'LDDMM'),('Novel affine methods', 'Affine')]\n", + " ('Multiscale Varifold LDDMM', 'LDDMM'),\n", + " ('Connection Lens/AlignTK', \"Piecewise Linear\")]\n", "tools_metrics_edges = [('Generative Diffeomorphic Mapping','SE with contrast change'), ('Elastix','Mutual information'), ('Elastix','Correlation'), ('Elastix','Squared Error (SE)'),\n", " ('CloudReg','SE with contrast change'),\n", " ('mBrainAligner','Squared Error (SE)'), ('mBrainAligner','Correlation'), ('mBrainAligner','Mutual information'),\n", " ('quickNII/Visualign', 'Correlation'),('quickNII/Visualign', 'Manual placement'),('Multiscale Varifold LDDMM', 'Varifold norm'),\n", - " ('Novel affine methods', 'Squared Error (SE)'),\n", " ('ANTs', 'Squared Error (SE)'), ('ANTs', 'Correlation'), ('ANTs', 'Mutual information'),\n", - " ('Custom MATLAB scripts', 'Squared Error (SE)'), ('Custom MATLAB scripts', 'Mutual information')]\n" + " ('Custom MATLAB scripts', 'Squared Error (SE)'), ('Custom MATLAB scripts', 'Mutual information'),\n", + " ('Connection Lens/AlignTK', 'Correlation')]\n" ] }, { @@ -1085,23 +1086,30 @@ "ntracer2 - ntracer2 is a platform which combines elastix, ants, and open3d affine stuff (excluded for clarify), add ntracer2 in the text?\n", "\n", "generative diffeomorphic mapping - daniel citation - Tward D, Brown T, Kageyama Y, Patel J, Hou Z, Mori S, Albert M, Troncoso J, Miller M. Diffeomorphic registration with intensity transformation and missing data: Application to 3D digital pathology of Alzheimer's disease. Frontiers in neuroscience. 2020 Feb 11;14:52.\n", - "\n", "Tward D, Li X, Huo B, Lee B, Miller MI, Mitra PP. Solving the where problem in neuroanatomy: a generative framework with learned mappings to register multimodal, incomplete data into a reference brain. bioRxiv. 2020 Mar 23:2020-03.\n", "\n", "multiscale varifold lddmm - https://arxiv.org/pdf/2208.08376.pdf\n", + "\n", "cloudreg - https://www.nature.com/articles/s41592-021-01218-z - done\n", + "\n", "mbrainaligner - https://academic.oup.com/bioinformatics/article/38/19/4654/6661343 Hanchuan - done\n", + "\n", "ANTS - http://stnava.github.io/ANTs/ - done\n", + "\n", "elastix - https://pubmed.ncbi.nlm.nih.gov/19923044/ - done\n", + "\n", "matlab - https://www.mathworks.com/matlabcentral/answers/414438-how-do-i-cite-matlab-in-a-bibliography-or-a-published-journal#:~:text=Citing%20MATLAB%20software%3A&text=Citation%20in%20Vancouver%20style%3A,The%20MathWorks%20Inc.%3B%202022. https://www.mathworks.com/help/images/ref/imregister.html#d124e180774\n", + "\n", "quickNII/Visualign - https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0216796 https://www.nitrc.org/projects/visualign\n", + "\n", "tissuecyte - cite software https://www.tissuevision.com/approach\n", - "ConnectionLens/Warp3 - https://www.nature.com/articles/s41467-021-22915-5 dong -> greg hood asked\n" + "\n", + "ConnectionLens/AlignTK - https://www.nature.com/articles/s41467-021-22915-5 dong -> greg hood done (https://mmbios.pitt.edu/aligntk-home)\n" ] }, { "cell_type": "code", - "execution_count": 207, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -1109,13 +1117,12 @@ "\n", "metrics += [\"Unknown metric\"]\n", "models += [\"Unknown model\"]\n", - "tools_metrics_edges += [(tool, metrics[-1]) for tool in [\"TissueCyte\", \"Warp3\"]]\n", - "tools_models_edges += [(tool, models[-1]) for tool in [\"Warp3\"]]" + "tools_metrics_edges += [(tool, metrics[-1]) for tool in [\"TissueCyte\"]]" ] }, { "cell_type": "code", - "execution_count": 208, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -1130,100 +1137,95 @@ "color": [ "mistyrose", "mistyrose", - "cyan", - "cyan", "powderblue", "powderblue", - "moccasin", "aquamarine", "aquamarine", - "aquamarine", - "goldenrod", + "moccasin", + "palegreen", + "palegreen", + "palegreen", "orchid", "thistle", - "thistle", - "thistle", - "khaki", - "palegreen", - "silver", - "mistyrose", "cyan", "cyan", "cyan", + "khaki", + "goldenrod", + "mistyrose", "powderblue", + "powderblue", + "powderblue", + "aquamarine", "moccasin", "moccasin", "moccasin", - "orchid", - "orchid", - "khaki", - "palegreen", - "aquamarine", - "aquamarine", - "aquamarine", "thistle", "thistle", + "khaki", + "palegreen", + "palegreen", + "palegreen", + "cyan", + "cyan", "goldenrod", - "silver" + "orchid" ], "source": [ - 12, - 17, - 12, - 14, - 12, - 17, - 14, - 12, - 14, - 17, - 12, - 12, + 11, + 16, + 11, + 13, + 11, + 16, + 13, + 11, + 13, + 16, + 11, + 11, + 11, 12, 13, - 14, + 16, 17, - 12, - 18, 0, - 6, - 6, - 6, 5, + 5, + 5, + 4, 1, 1, 1, - 8, - 8, - 2, - 3, - 4, - 4, - 4, 7, 7, + 2, + 3, + 3, + 3, + 6, + 6, 9, - 10 + 8 ], "target": [ 0, 0, - 6, - 6, 5, 5, - 1, 4, 4, - 4, - 9, + 1, + 3, + 3, + 3, 8, 7, - 7, - 7, + 6, + 6, + 6, 2, - 3, - 10, + 9, 20, 24, 23, @@ -1236,12 +1238,11 @@ 25, 22, 19, - 19, 23, 24, 19, 24, - 26, + 23, 26 ], "value": [ @@ -1279,8 +1280,6 @@ 1, 1, 1, - 1, - 1, 1 ] }, @@ -1312,20 +1311,20 @@ "black", "black", "black", + "black", "black" ], "label": [ "Generative Diffeomorphic Mapping", "mBrainAligner", "Multiscale Varifold LDDMM", - "Novel affine methods", "ANTs", "CloudReg", "Elastix", "Custom MATLAB scripts", "quickNII/Visualign", "TissueCyte", - "Warp3", + "Connection Lens/AlignTK", "nTracer2", "Affine", "Polynomial", @@ -1333,6 +1332,7 @@ "Elastic", "Manual Pinning of Points", "LDDMM", + "Piecewise Linear", "Unknown model", "Squared Error (SE)", "SE with contrast change", From 4da9eabb45d163c4db7a6545535ff2c8307e08c1 Mon Sep 17 00:00:00 2001 From: Thomas Athey Date: Tue, 12 Dec 2023 15:35:48 -0500 Subject: [PATCH 14/15] fig update --- experiments/map_neurons/lddmm-figure.ipynb | 33 ++++++++++++++++------ 1 file changed, 25 insertions(+), 8 deletions(-) diff --git a/experiments/map_neurons/lddmm-figure.ipynb b/experiments/map_neurons/lddmm-figure.ipynb index e78d42fb6..b6681c66d 100644 --- a/experiments/map_neurons/lddmm-figure.ipynb +++ b/experiments/map_neurons/lddmm-figure.ipynb @@ -1021,7 +1021,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -1037,19 +1037,21 @@ " ('TissueCyte', 'Affine'), ('quickNII/Visualign', 'Affine'),\n", " ('Custom MATLAB scripts', 'Affine'), ('Custom MATLAB scripts', 'Polynomial'), ('Custom MATLAB scripts','Spline'),\n", " ('Multiscale Varifold LDDMM', 'LDDMM'),\n", - " ('Connection Lens/AlignTK', \"Piecewise Linear\")]\n", + " ('Connection Lens/AlignTK', \"Piecewise Linear\"),\n", + " ('nTracer2','Affine'),('nTracer2', 'Spline')]\n", "tools_metrics_edges = [('Generative Diffeomorphic Mapping','SE with contrast change'), ('Elastix','Mutual information'), ('Elastix','Correlation'), ('Elastix','Squared Error (SE)'),\n", " ('CloudReg','SE with contrast change'),\n", " ('mBrainAligner','Squared Error (SE)'), ('mBrainAligner','Correlation'), ('mBrainAligner','Mutual information'),\n", " ('quickNII/Visualign', 'Correlation'),('quickNII/Visualign', 'Manual placement'),('Multiscale Varifold LDDMM', 'Varifold norm'),\n", " ('ANTs', 'Squared Error (SE)'), ('ANTs', 'Correlation'), ('ANTs', 'Mutual information'),\n", " ('Custom MATLAB scripts', 'Squared Error (SE)'), ('Custom MATLAB scripts', 'Mutual information'),\n", - " ('Connection Lens/AlignTK', 'Correlation')]\n" + " ('Connection Lens/AlignTK', 'Correlation'),\n", + " ('nTracer2', 'Squared Error (SE)'),('nTracer2', 'Mutual information')]\n" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -1109,7 +1111,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -1122,7 +1124,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -1152,6 +1154,8 @@ "cyan", "khaki", "goldenrod", + "silver", + "silver", "mistyrose", "powderblue", "powderblue", @@ -1169,6 +1173,8 @@ "cyan", "cyan", "goldenrod", + "silver", + "silver", "orchid" ], "source": [ @@ -1189,6 +1195,8 @@ 13, 16, 17, + 11, + 13, 0, 5, 5, @@ -1206,6 +1214,8 @@ 6, 6, 9, + 10, + 10, 8 ], "target": [ @@ -1226,6 +1236,8 @@ 6, 2, 9, + 10, + 10, 20, 24, 23, @@ -1243,6 +1255,8 @@ 19, 24, 23, + 19, + 24, 26 ], "value": [ @@ -1280,6 +1294,10 @@ 1, 1, 1, + 1, + 1, + 1, + 1, 1 ] }, @@ -1296,7 +1314,6 @@ "orchid", "goldenrod", "silver", - "lightgrey", "black", "black", "black", @@ -2191,7 +2208,7 @@ "xs = [0.35 for t in tools] + [0.02 for m in models] + [0.9 for m in metrics]\n", "ys = list(np.arange(0.1, 0.09*(len(tools)+1), 0.09)) + list(np.arange(0.1, 0.09*(len(models)+1), 0.09)) + list(np.arange(0.1, 0.09*(1+len(metrics)), 0.09))\n", "\n", - "color = [\"mistyrose\", \"moccasin\", \"khaki\", \"palegreen\", \"aquamarine\", \"powderblue\", \"cyan\", \"thistle\", \"orchid\", \"goldenrod\", \"silver\", \"lightgrey\"]\n", + "color = [\"mistyrose\", \"moccasin\", \"khaki\", \"palegreen\", \"aquamarine\", \"powderblue\", \"cyan\", \"thistle\", \"orchid\", \"goldenrod\", \"silver\"]\n", "tool2color = {k:v for (k,v) in zip(tools, color)}\n", "color += [\"black\" for t in models]\n", "color += [\"black\" for m in metrics]\n", From ee20a21b9b87412eb7dd3f3f7669d59ecb59d776 Mon Sep 17 00:00:00 2001 From: Thomas Athey Date: Tue, 12 Dec 2023 15:41:21 -0500 Subject: [PATCH 15/15] black --- experiments/map_neurons/lddmm-figure.ipynb | 309 ++++++++++++++------- 1 file changed, 207 insertions(+), 102 deletions(-) diff --git a/experiments/map_neurons/lddmm-figure.ipynb b/experiments/map_neurons/lddmm-figure.ipynb index b6681c66d..734d2e92e 100644 --- a/experiments/map_neurons/lddmm-figure.ipynb +++ b/experiments/map_neurons/lddmm-figure.ipynb @@ -274,11 +274,11 @@ " np.squeeze(detJs).T,\n", " extent=(-8000, 8000, -5000, 5000),\n", " cmap=\"seismic\",\n", - " vmin=-max_abs*2,\n", - " vmax=max_abs*2,\n", + " vmin=-max_abs * 2,\n", + " vmax=max_abs * 2,\n", ")\n", "ax.axis(\"off\")\n", - "#fig.colorbar(plt_ldjs, ax=ax)\n", + "# fig.colorbar(plt_ldjs, ax=ax)\n", "\n", "# Displacement\n", "ys = np.arange(ymin, ymax + 1, (ymax - ymin) / 8)\n", @@ -306,8 +306,8 @@ "border = binary_dilation(border, iterations=2)\n", "plt_border = ax.imshow(border, extent=(-8000, 8000, -5000, 5000), cmap=cmap_trans_white)\n", "\n", - "#ax.legend(loc=\"lower right\", bbox_to_anchor=(1, -0.1))\n", - "#fig.suptitle(\"Log Jacobian Determinant of Atlas to Target Mapping\")" + "# ax.legend(loc=\"lower right\", bbox_to_anchor=(1, -0.1))\n", + "# fig.suptitle(\"Log Jacobian Determinant of Atlas to Target Mapping\")" ] }, { @@ -658,8 +658,8 @@ "ax.w_yaxis.set_pane_color((1.0, 1.0, 1.0, 1.0))\n", "ax.w_zaxis.set_pane_color((1.0, 1.0, 1.0, 1.0))\n", "\n", - "#ax.legend(fontsize=12)\n", - "plt.axis('off')\n", + "# ax.legend(fontsize=12)\n", + "plt.axis(\"off\")\n", "\n", "ax = fig.add_subplot(1, 2, 2, projection=\"3d\")\n", "\n", @@ -732,8 +732,8 @@ "ax.w_yaxis.set_pane_color((1.0, 1.0, 1.0, 1.0))\n", "ax.w_zaxis.set_pane_color((1.0, 1.0, 1.0, 1.0))\n", "ax.grid(True)\n", - "#ax.legend(fontsize=12)\n", - "plt.axis('off')\n", + "# ax.legend(fontsize=12)\n", + "plt.axis(\"off\")\n", "plt.show()" ] }, @@ -786,13 +786,15 @@ "origin_im = (shp[:3] - 1) * res_im / 2\n", "\n", "axons_path = \"precomputed://file://\" + os.path.join(data_dir, \"axons\")\n", - "vol = CloudVolume(\"precomputed://https://open-neurodata.s3.amazonaws.com/ara_2016/sagittal_10um/annotation_10um_2017\")\n", + "vol = CloudVolume(\n", + " \"precomputed://https://open-neurodata.s3.amazonaws.com/ara_2016/sagittal_10um/annotation_10um_2017\"\n", + ")\n", "shp = np.array(vol.shape)\n", "res_atlas = np.array(vol.resolution) / 1000\n", "origin_atlas = (shp[:3] - 1) * res_atlas / 2\n", "\n", "image_origin = np.zeros(3)\n", - "coord_to_pos = {\"x\":0,\"y\":1,\"z\":2}\n", + "coord_to_pos = {\"x\": 0, \"y\": 1, \"z\": 2}\n", "with open(os.path.join(swc_dir, \"transform.txt\")) as f:\n", " for line in f.readlines():\n", " if \"o\" == line[0]:\n", @@ -812,15 +814,17 @@ "soma_coords = []\n", "for file in file_list:\n", " if \".swc\" in file:\n", - " trace = NeuronTrace(os.path.join(swc_dir, file), rounding=False, read_offset=True)\n", + " trace = NeuronTrace(\n", + " os.path.join(swc_dir, file), rounding=False, read_offset=True\n", + " )\n", " point = trace.df.loc[0]\n", - " if point['parent'] >= 0:\n", + " if point[\"parent\"] >= 0:\n", " print(f\"Could not find root node in {file}\")\n", " else:\n", - " soma_coord = np.array([point['x'], point['y'], point['z']])\n", + " soma_coord = np.array([point[\"x\"], point[\"y\"], point[\"z\"]])\n", " soma_coord = soma_coord - image_origin\n", " soma_coords.append(soma_coord)\n", - " #print(f\"{file}: {soma_coord/[2.92,2.92,5]}\")\n", + " # print(f\"{file}: {soma_coord/[2.92,2.92,5]}\")\n", "soma_coords_target_microns = np.array(soma_coords)" ] }, @@ -866,7 +870,7 @@ ")\n", "\n", "im_og_slice = im_og[280, :, :]\n", - "plt.imshow(im_og_slice, cmap='gray')\n", + "plt.imshow(im_og_slice, cmap=\"gray\")\n", "print(im_og.shape)" ] }, @@ -877,8 +881,8 @@ "outputs": [], "source": [ "im_og_slice_blur = gaussian_filter(im_og[29, :, :], sigma=15)\n", - "#plt.imshow(im_og[70, :, :], cmap='gray')\n", - "plt.imshow(im_og_slice_blur, cmap='gray')\n" + "# plt.imshow(im_og[70, :, :], cmap='gray')\n", + "plt.imshow(im_og_slice_blur, cmap=\"gray\")" ] }, { @@ -889,45 +893,57 @@ "source": [ "# x is vertical component, y is horizontal\n", "def deformation(h_atlas, v_atlas):\n", - " y_disp = np.exp(-1 * v_atlas / 200) * np.exp(-1 * (h_atlas - 228) ** 2 / 10000) * 100\n", + " y_disp = (\n", + " np.exp(-1 * v_atlas / 200) * np.exp(-1 * (h_atlas - 228) ** 2 / 10000) * 100\n", + " )\n", " return y_disp\n", "\n", + "\n", "k = 70\n", "c2 = 0.01\n", "m = 228\n", "c1 = 0.0005\n", + "\n", + "\n", "def deformation(h_atlas, v_atlas):\n", - " v_target = v_atlas + k/(c2*v_atlas+c1*(h_atlas-m)**2+1)\n", + " v_target = v_atlas + k / (c2 * v_atlas + c1 * (h_atlas - m) ** 2 + 1)\n", " return v_target - v_atlas\n", "\n", "\n", - "def deform_inv(h_target,v_target):\n", + "def deform_inv(h_target, v_target):\n", " h_atlas = h_target\n", - " c_combine = 1 + c1*(h_atlas-m)**2\n", - " b = c_combine-v_target*c2\n", - " c = k - v_target*c_combine\n", + " c_combine = 1 + c1 * (h_atlas - m) ** 2\n", + " b = c_combine - v_target * c2\n", + " c = k - v_target * c_combine\n", " a = c2\n", - " disc = b**2-4*a*c\n", - " v_atlas = (-b+np.sqrt(disc))/(2*a)\n", + " disc = b**2 - 4 * a * c\n", + " v_atlas = (-b + np.sqrt(disc)) / (2 * a)\n", "\n", " return v_target - v_atlas\n", "\n", "\n", - "k=50\n", - "f = 1/50\n", + "k = 50\n", + "f = 1 / 50\n", + "\n", + "\n", "def deformation(h_atlas, v_atlas):\n", - " v_target = v_atlas + k*np.sin(f*h_atlas)*np.exp(-(h_atlas-300)**2/20000)\n", + " v_target = v_atlas + k * np.sin(f * h_atlas) * np.exp(\n", + " -((h_atlas - 300) ** 2) / 20000\n", + " )\n", " return v_target - v_atlas\n", "\n", "\n", - "def deform_inv(h_target,v_target):\n", + "def deform_inv(h_target, v_target):\n", " h_atlas = h_target\n", - " v_atlas = v_target - k*np.sin(f*h_atlas)*np.exp(-(h_atlas-300)**2/20000)\n", + " v_atlas = v_target - k * np.sin(f * h_atlas) * np.exp(\n", + " -((h_atlas - 300) ** 2) / 20000\n", + " )\n", "\n", " return v_target - v_atlas\n", "\n", + "\n", "print(deformation(228, 0))\n", - "deform_inv(228, 0+deformation(228, 0))" + "deform_inv(228, 0 + deformation(228, 0))" ] }, { @@ -936,7 +952,10 @@ "metadata": {}, "outputs": [], "source": [ - "v_mat, h_mat = np.meshgrid(np.arange(0, im_og.shape[1], im_og.shape[1]/11), np.arange(0, im_og.shape[2], im_og.shape[2]/11))\n", + "v_mat, h_mat = np.meshgrid(\n", + " np.arange(0, im_og.shape[1], im_og.shape[1] / 11),\n", + " np.arange(0, im_og.shape[2], im_og.shape[2] / 11),\n", + ")\n", "v_flat = np.reshape(v_mat, (-1, 1))\n", "h_flat = np.reshape(h_mat, (-1, 1))\n", "y_displacements = deformation(h_flat, v_flat)\n", @@ -946,7 +965,7 @@ "plt.quiver(\n", " h_mat,\n", " v_mat,\n", - " 0*y_displacements,\n", + " 0 * y_displacements,\n", " -y_displacements,\n", " scale=1,\n", " scale_units=\"x\",\n", @@ -991,7 +1010,10 @@ "metadata": {}, "outputs": [], "source": [ - "v_mat, h_mat = np.meshgrid(np.arange(0, im_og.shape[1]+1, im_og.shape[1]/11), np.arange(0, im_og.shape[2]+1, im_og.shape[2]/11))\n", + "v_mat, h_mat = np.meshgrid(\n", + " np.arange(0, im_og.shape[1] + 1, im_og.shape[1] / 11),\n", + " np.arange(0, im_og.shape[2] + 1, im_og.shape[2] / 11),\n", + ")\n", "v_flat = np.reshape(v_mat, (-1, 1))\n", "h_flat = np.reshape(h_mat, (-1, 1))\n", "y_displacements = deform_inv(h_flat, v_flat)\n", @@ -999,16 +1021,16 @@ "\n", "print(v_flat.shape)\n", "\n", - "fig = plt.figure(figsize=(10,10))\n", + "fig = plt.figure(figsize=(10, 10))\n", "plt.imshow(im_og[280, :, :], cmap=\"gray\")\n", "for row in np.arange(y_displacements.shape[0]):\n", - " xs = h_mat[:,row]\n", - " ys = v_mat[:,row] - y_displacements[:,row]\n", - " plt.plot(xs,ys, c='red')\n", + " xs = h_mat[:, row]\n", + " ys = v_mat[:, row] - y_displacements[:, row]\n", + " plt.plot(xs, ys, c=\"red\")\n", "for col in np.arange(y_displacements.shape[0]):\n", - " xs = h_mat[col,:]\n", - " ys = v_mat[col,:]\n", - " plt.plot(xs,ys, c='red')" + " xs = h_mat[col, :]\n", + " ys = v_mat[col, :]\n", + " plt.plot(xs, ys, c=\"red\")" ] }, { @@ -1025,28 +1047,80 @@ "metadata": {}, "outputs": [], "source": [ - "\n", - "tools = ['Generative Diffeomorphic Mapping','mBrainAligner','Multiscale Varifold LDDMM', 'ANTs', 'CloudReg', 'Elastix', 'Custom MATLAB scripts', 'quickNII/Visualign', 'TissueCyte', 'Connection Lens/AlignTK', 'nTracer2']\n", - "models = ['Affine','Polynomial','Spline', 'Elastic', 'Manual Pinning of Points', 'LDDMM', \"Piecewise Linear\"]\n", - "metrics = ['Squared Error (SE)','SE with contrast change','Landmark SE', 'Varifold norm', 'Correlation', 'Mutual information', 'Manual placement']\n", - "\n", - "tools_models_edges = [('Generative Diffeomorphic Mapping','Affine'), ('Generative Diffeomorphic Mapping','LDDMM'),\n", - " ('Elastix','Affine'), ('Elastix','Spline'),\n", - " ('CloudReg','Affine'), ('CloudReg','LDDMM'), ('mBrainAligner','Spline'),\n", - " ('ANTs','Affine'), ('ANTs','Spline'), ('ANTs','LDDMM'),\n", - " ('TissueCyte', 'Affine'), ('quickNII/Visualign', 'Affine'),\n", - " ('Custom MATLAB scripts', 'Affine'), ('Custom MATLAB scripts', 'Polynomial'), ('Custom MATLAB scripts','Spline'),\n", - " ('Multiscale Varifold LDDMM', 'LDDMM'),\n", - " ('Connection Lens/AlignTK', \"Piecewise Linear\"),\n", - " ('nTracer2','Affine'),('nTracer2', 'Spline')]\n", - "tools_metrics_edges = [('Generative Diffeomorphic Mapping','SE with contrast change'), ('Elastix','Mutual information'), ('Elastix','Correlation'), ('Elastix','Squared Error (SE)'),\n", - " ('CloudReg','SE with contrast change'),\n", - " ('mBrainAligner','Squared Error (SE)'), ('mBrainAligner','Correlation'), ('mBrainAligner','Mutual information'),\n", - " ('quickNII/Visualign', 'Correlation'),('quickNII/Visualign', 'Manual placement'),('Multiscale Varifold LDDMM', 'Varifold norm'),\n", - " ('ANTs', 'Squared Error (SE)'), ('ANTs', 'Correlation'), ('ANTs', 'Mutual information'),\n", - " ('Custom MATLAB scripts', 'Squared Error (SE)'), ('Custom MATLAB scripts', 'Mutual information'),\n", - " ('Connection Lens/AlignTK', 'Correlation'),\n", - " ('nTracer2', 'Squared Error (SE)'),('nTracer2', 'Mutual information')]\n" + "tools = [\n", + " \"Generative Diffeomorphic Mapping\",\n", + " \"mBrainAligner\",\n", + " \"Multiscale Varifold LDDMM\",\n", + " \"ANTs\",\n", + " \"CloudReg\",\n", + " \"Elastix\",\n", + " \"Custom MATLAB scripts\",\n", + " \"quickNII/Visualign\",\n", + " \"TissueCyte\",\n", + " \"Connection Lens/AlignTK\",\n", + " \"nTracer2\",\n", + "]\n", + "models = [\n", + " \"Affine\",\n", + " \"Polynomial\",\n", + " \"Spline\",\n", + " \"Elastic\",\n", + " \"Manual Pinning of Points\",\n", + " \"LDDMM\",\n", + " \"Piecewise Linear\",\n", + "]\n", + "metrics = [\n", + " \"Squared Error (SE)\",\n", + " \"SE with contrast change\",\n", + " \"Landmark SE\",\n", + " \"Varifold norm\",\n", + " \"Correlation\",\n", + " \"Mutual information\",\n", + " \"Manual placement\",\n", + "]\n", + "\n", + "tools_models_edges = [\n", + " (\"Generative Diffeomorphic Mapping\", \"Affine\"),\n", + " (\"Generative Diffeomorphic Mapping\", \"LDDMM\"),\n", + " (\"Elastix\", \"Affine\"),\n", + " (\"Elastix\", \"Spline\"),\n", + " (\"CloudReg\", \"Affine\"),\n", + " (\"CloudReg\", \"LDDMM\"),\n", + " (\"mBrainAligner\", \"Spline\"),\n", + " (\"ANTs\", \"Affine\"),\n", + " (\"ANTs\", \"Spline\"),\n", + " (\"ANTs\", \"LDDMM\"),\n", + " (\"TissueCyte\", \"Affine\"),\n", + " (\"quickNII/Visualign\", \"Affine\"),\n", + " (\"Custom MATLAB scripts\", \"Affine\"),\n", + " (\"Custom MATLAB scripts\", \"Polynomial\"),\n", + " (\"Custom MATLAB scripts\", \"Spline\"),\n", + " (\"Multiscale Varifold LDDMM\", \"LDDMM\"),\n", + " (\"Connection Lens/AlignTK\", \"Piecewise Linear\"),\n", + " (\"nTracer2\", \"Affine\"),\n", + " (\"nTracer2\", \"Spline\"),\n", + "]\n", + "tools_metrics_edges = [\n", + " (\"Generative Diffeomorphic Mapping\", \"SE with contrast change\"),\n", + " (\"Elastix\", \"Mutual information\"),\n", + " (\"Elastix\", \"Correlation\"),\n", + " (\"Elastix\", \"Squared Error (SE)\"),\n", + " (\"CloudReg\", \"SE with contrast change\"),\n", + " (\"mBrainAligner\", \"Squared Error (SE)\"),\n", + " (\"mBrainAligner\", \"Correlation\"),\n", + " (\"mBrainAligner\", \"Mutual information\"),\n", + " (\"quickNII/Visualign\", \"Correlation\"),\n", + " (\"quickNII/Visualign\", \"Manual placement\"),\n", + " (\"Multiscale Varifold LDDMM\", \"Varifold norm\"),\n", + " (\"ANTs\", \"Squared Error (SE)\"),\n", + " (\"ANTs\", \"Correlation\"),\n", + " (\"ANTs\", \"Mutual information\"),\n", + " (\"Custom MATLAB scripts\", \"Squared Error (SE)\"),\n", + " (\"Custom MATLAB scripts\", \"Mutual information\"),\n", + " (\"Connection Lens/AlignTK\", \"Correlation\"),\n", + " (\"nTracer2\", \"Squared Error (SE)\"),\n", + " (\"nTracer2\", \"Mutual information\"),\n", + "]" ] }, { @@ -1065,19 +1139,27 @@ "\n", "pos = dict()\n", "factor = 12\n", - "middle_vert_pos = [factor*(len(tools) - i) for i in range(len(tools))]\n", - "middle_vert_pos = [p+2*factor if i < 4 else p for i,p in enumerate(middle_vert_pos)]\n", + "middle_vert_pos = [factor * (len(tools) - i) for i in range(len(tools))]\n", + "middle_vert_pos = [\n", + " p + 2 * factor if i < 4 else p for i, p in enumerate(middle_vert_pos)\n", + "]\n", "middle_max = np.amax(middle_vert_pos)\n", "\n", - "models_shift = (middle_max-factor*(len(models)-1))/2\n", - "pos.update((n, (1,factor*(len(models)-i)+models_shift)) for i, n in enumerate(models))\n", - "pos.update((n, (2,p)) for n, p in zip(tools,middle_vert_pos))\n", - "metrics_shift = (middle_max-factor*(len(metrics)-1))/2\n", - "pos.update((n, (3,factor*(len(metrics)-i)+metrics_shift)) for i, n in enumerate(metrics))\n", + "models_shift = (middle_max - factor * (len(models) - 1)) / 2\n", + "pos.update(\n", + " (n, (1, factor * (len(models) - i) + models_shift)) for i, n in enumerate(models)\n", + ")\n", + "pos.update((n, (2, p)) for n, p in zip(tools, middle_vert_pos))\n", + "metrics_shift = (middle_max - factor * (len(metrics) - 1)) / 2\n", + "pos.update(\n", + " (n, (3, factor * (len(metrics) - i) + metrics_shift)) for i, n in enumerate(metrics)\n", + ")\n", "\n", - "fig, ax = plt.subplots(figsize=(12,10))\n", - "labels = nx.draw_networkx_labels(BG, pos=pos, verticalalignment='center', bbox=dict(facecolor='white'), clip_on=False)\n", - "nx.draw(BG, pos=pos, ax=ax, node_size=200, node_shape='s')" + "fig, ax = plt.subplots(figsize=(12, 10))\n", + "labels = nx.draw_networkx_labels(\n", + " BG, pos=pos, verticalalignment=\"center\", bbox=dict(facecolor=\"white\"), clip_on=False\n", + ")\n", + "nx.draw(BG, pos=pos, ax=ax, node_size=200, node_shape=\"s\")" ] }, { @@ -2206,10 +2288,26 @@ "\n", "\n", "xs = [0.35 for t in tools] + [0.02 for m in models] + [0.9 for m in metrics]\n", - "ys = list(np.arange(0.1, 0.09*(len(tools)+1), 0.09)) + list(np.arange(0.1, 0.09*(len(models)+1), 0.09)) + list(np.arange(0.1, 0.09*(1+len(metrics)), 0.09))\n", + "ys = (\n", + " list(np.arange(0.1, 0.09 * (len(tools) + 1), 0.09))\n", + " + list(np.arange(0.1, 0.09 * (len(models) + 1), 0.09))\n", + " + list(np.arange(0.1, 0.09 * (1 + len(metrics)), 0.09))\n", + ")\n", "\n", - "color = [\"mistyrose\", \"moccasin\", \"khaki\", \"palegreen\", \"aquamarine\", \"powderblue\", \"cyan\", \"thistle\", \"orchid\", \"goldenrod\", \"silver\"]\n", - "tool2color = {k:v for (k,v) in zip(tools, color)}\n", + "color = [\n", + " \"mistyrose\",\n", + " \"moccasin\",\n", + " \"khaki\",\n", + " \"palegreen\",\n", + " \"aquamarine\",\n", + " \"powderblue\",\n", + " \"cyan\",\n", + " \"thistle\",\n", + " \"orchid\",\n", + " \"goldenrod\",\n", + " \"silver\",\n", + "]\n", + "tool2color = {k: v for (k, v) in zip(tools, color)}\n", "color += [\"black\" for t in models]\n", "color += [\"black\" for m in metrics]\n", "\n", @@ -2217,33 +2315,38 @@ "target = []\n", "e_color = []\n", "for tool_model_edge in tools_models_edges:\n", - " source.append(labels.index(tool_model_edge[1]))\n", - " target.append(labels.index(tool_model_edge[0]))\n", - " e_color.append(tool2color[tool_model_edge[0]])\n", + " source.append(labels.index(tool_model_edge[1]))\n", + " target.append(labels.index(tool_model_edge[0]))\n", + " e_color.append(tool2color[tool_model_edge[0]])\n", "\n", "for tool_metric_edge in tools_metrics_edges:\n", - " source.append(labels.index(tool_metric_edge[0]))\n", - " target.append(labels.index(tool_metric_edge[1]))\n", - " e_color.append(tool2color[tool_metric_edge[0]])\n", + " source.append(labels.index(tool_metric_edge[0]))\n", + " target.append(labels.index(tool_metric_edge[1]))\n", + " e_color.append(tool2color[tool_metric_edge[0]])\n", "\n", "value = [1 for s in source]\n", "\n", - "fig = go.Figure(data=[go.Sankey(\n", - " node = dict(\n", - " pad = 15,\n", - " thickness = 20,\n", - " line = dict(color = \"black\", width = 0.5),\n", - " label = labels,\n", - " color = color,\n", - " #x=xs,\n", - " #y=ys\n", - " ),\n", - " link = dict(\n", - " source = source, # indices correspond to labels, eg A1, A2, A1, B1, ...\n", - " target = target,\n", - " value = value,\n", - " color = e_color\n", - " ))])\n", + "fig = go.Figure(\n", + " data=[\n", + " go.Sankey(\n", + " node=dict(\n", + " pad=15,\n", + " thickness=20,\n", + " line=dict(color=\"black\", width=0.5),\n", + " label=labels,\n", + " color=color,\n", + " # x=xs,\n", + " # y=ys\n", + " ),\n", + " link=dict(\n", + " source=source, # indices correspond to labels, eg A1, A2, A1, B1, ...\n", + " target=target,\n", + " value=value,\n", + " color=e_color,\n", + " ),\n", + " )\n", + " ]\n", + ")\n", "\n", "fig.update_layout(font_size=24)\n", "fig.update_layout(width=1150, height=1000)\n", @@ -2265,7 +2368,9 @@ "metadata": {}, "outputs": [], "source": [ - "n = Neuron.from_swc(\"/Users/thomasathey/Documents/mimlab/mouselight/axon_mapping/mouselight-swcs/swcs-1/AA1087.swc\")" + "n = Neuron.from_swc(\n", + " \"/Users/thomasathey/Documents/mimlab/mouselight/axon_mapping/mouselight-swcs/swcs-1/AA1087.swc\"\n", + ")" ] }, { @@ -2300,8 +2405,8 @@ ], "source": [ "for b in n.branches:\n", - " print(np.amax(b.path_dist_to_ends())/10000)\n", - "n.total_bif_nodes()\n" + " print(np.amax(b.path_dist_to_ends()) / 10000)\n", + "n.total_bif_nodes()" ] }, {