From 3f73549d962fb2c5a986b0e9d0d1edee5e72f0d1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Erik=20Fr=C3=B6jdh?= Date: Thu, 20 Nov 2025 22:42:04 +0100 Subject: [PATCH] saving ground truth --- Vis.ipynb | 178 ++++++++++++++++++++++++++++++++++++----- simple_eta/__init__.py | 2 +- simple_eta/generate.py | 112 ++++---------------------- 3 files changed, 174 insertions(+), 118 deletions(-) diff --git a/Vis.ipynb b/Vis.ipynb index e494d00..33b39db 100644 --- a/Vis.ipynb +++ b/Vis.ipynb @@ -24,12 +24,12 @@ "import matplotlib.pyplot as plt\n", "from matplotlib.ticker import (MultipleLocator, AutoMinorLocator)\n", "import time \n", - "\n", + "import h5py\n", "import numpy as np\n", "import aare\n", "import boost_histogram as bh\n", "\n", - "from simple_eta import gaussian_2d, plot_gaussian\n", + "from simple_eta import plot_gaussian\n", "from simple_eta import generate, Generator\n", "\n", "#General configuration\n", @@ -60,7 +60,13 @@ "cell_type": "code", "execution_count": 2, "id": "8ae6ce69-313f-41d4-8019-64e93a5610a0", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [ { "name": "stdout", @@ -71,7 +77,7 @@ }, { "data": { - "image/png": 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RR/IxveMd72j0swMAAADAZTxvBwDQFEM4ZZVDZAcNLY9tWzGsPN28xBGt4ppGXNrKzrb/vsjJHjYEve6jbK4qxxNzx8vmKTh/0VD02HckjyN0nszbqmkG/v6yCfLL6oSej7HzTWFnTTyI5557znksXbo0t79ly5ap++67Ty1evNhZTu/vuuuu4DGSm+2P33XXXVl8L1++vHBMbM7o+ej32S0/7rjj1Ote97pa2wIAAACjot/g9XrcgOMN2suAf6RPSauwItE1iNh25uoO7myXhT8Psr/YsirrQsdUFZnjPZFEXN6Ii122bmIiv4znL3GcJ9wCaB014RxT0vUc3X4FZ572Kfbl/z6sC17RmXd+m57DLH/TQee6YsuxSi56fONK+/DpJR1+DIPZfuHChc7yU045RZ166qnOsmeeeUb1ej211lprOcvp/VNPPRWcn5aHxk9OTvJ866yzTnRMbM4YZ5xxhpozZw6HsgMAAADjQq/B6/W4AeEN2sm4iu4hwrdLQ8pHKbjriu2YmI6GoFeJLKj5j6h0vKvsR4Z6+5BQDQlxX8wWtQfzQ9N98dtP7HeSC0X3K6LHqqFXCUE346r0uBy073fLQ88ff/xxtWDBAvueipzFoKJlkoRujhT8lkPj/eV15/QhJ/4LX/iCuv/++2ttBwAAAIDBgfAG7WMaRXctl5sYJqS8CcEt1zcttquGN8fGDvvdyrFV5u/WEOQh0V0mwkvHDyHA/VZknrAOtiAruAHQRvFtKp0OQ0+lx0miWwrvEGuuuaaamJjIOdFPP/10zrE2rL322sHx5EyvscYahWNic4agyuq0DeWT28/W66mPf/zjnCv+y1/+svJcAAAAQJP0GrxejxvjGQAPwGwU3VUqVofyj4fN3Y7lKct9xPKay/KnQ23GguO71R6hOYse5txXmXfozxA5L/IcFp3HwPcW/c5C31WF9nDVCvFFcr+b+t3XnaMh+km3kUdV5s2bx23Bbr75Zmc5vd92222D22yzzTa58TfddJPaaqut1Ny5cwvHxOYMQbndDz/8sHrwwQftg6qaU743FVoDAAAApov+FF+vpxI43qA9jFp0N5XPXTGXulYud0E4dWkRr+AcBfsucrYrVz2v6P4P5Y57wrmIftTuzi/yh/rVyKs64WXV0us64MO63074eifvfJdUPp8253uMq50vWbKERS4JZxLMF198MbcSO/zww21Fcqosfvnll/N7Wk4twGi7Qw89lAupXXLJJbZaOXH00UerHXbYgXO099xzT3XdddepW265Rd155512zPPPP69+8YtfOG3KSFyvvvrq7HKTe24cdAMJe3LTX/va107BmQEAAABmHxDeoB2Mo+iu2iaszJWsE/LtOdxDCe4igV0ktnPbDdGWbJAx/tiA85s/noqCnARe7vuQ4+XYAhEeC0X3x9QR4L74NvOac1CW+x0S32buKRLfA1Nh/ukIXaN+288++6w67bTT1JNPPqk222wzdcMNN6j111+f19My2dN70aJFvP7YY49V559/PrvQ5557rm0lRpCzfdVVV6mTTjpJnXzyyWqjjTbifuFbb721HUNV0HfeeWf7noQ8cdBBB6nLLrtsqHMAAAAAjJJei0PNIbzBzGeIFkMzWnQ3JbirutuxkOQyoT1s7++6Y0KfrzOA6JN511WEuD8+JsJjLrhXnby2AA/1AQ8J8CL32xffcu5hhXSFbYbO9w5FKGj6DVQ5HeTWwRFHHMGPECERvOOOO3LRsyL23XdffsTYaaedbFG2qiCvGwAAwDjQn6br9VQA4Q1A06J+QId34AJqMdFdx+EexN12xgzZkqzUkR7gH2CzDT1PkLBt4O5nLsw8Ynd7xdKin08KbCmSywS4/iyOAJcCOede16h8PoT4LhXOoxbfAAAAAABjCoQ3mLVud2mYecncwe0HEN0Du9xi7oEFt1xeV2ynB58fUzRXyecY2uUuCjX3emg7hLRgSID6mNPI4joiwp3FEefbvPZzwGNjvTBw+v6t+A7tp0Lud+lnryG+ebdDhJ0Pnu8d/630VZcfwzDs9gAAAAAops3XawhvMHOZzaK7jsvdtOAO7a+qY+7PGxujSQYV3bxt9mzn0c8dX1TGRHnVWKWcuK4iwlVedIdywCsKcCu+eT8R97sg9zuY8232Uya+eVwN93sanO9e0uXHsHMAAAAAYHT0Wny9hvAGs45hWxc1JboL19UNLR80rDwozkOCvIa4LxPagXOQE9hN/HvZFc9+arYiAemN73TygjwXWl5jv74Ij+WD+3MOKsBD4rum+910xfNpLbgGAAAAADBGQHiDmckoq5jXLaY2QLuwXG/uJlzuQQS3eV3mbpcJ+5hT7q0LOtjdERVZ80PNfSY8NzckyH0x7jvj/ToiPGB3DyPAzXHYEPVMfKeb1HS/5ccetOJ5gGHEd5Oud191+DHsHAAAAAAYHf0WX68hvMGsYVaI7kHCynNzDOBuR4R5qZNdp8ha3bBz8/m5qnlBLjMfqBSVnhjve9+fs48BnHAnFN0LQw8VYgsJ8JD7XSf0XH5mOV+ddmP+vCNqNdaU+G5z6BoAAADQFnotvl6P51EBMB3twwZpGzZsuzC7Xbee6KZlMdEt5zJur3R9zWszh11PAtWbv1PyCIxLxMOGeXe1W+xs23Vfy/dmLhJ/5uHNXeVBJN485Z/JGzPhfo5kQuzDjKWq6XXPWdc753Kd/71W/Y693wz9XoK/mdxvzJsr9nsNRiz4v/lu/f+GBqmpAMaa008/Xb3pTW9Sq6yyinrFK16h3vWud6lHHnlkug8LAAAAmDbgeIOZxTiJ7rJ+1WWiW4qoYQqoVQ0rj7nTVR30AnfbOtvyI8ZC2wPvB87xjrng7AKbMe58HE5OFIWU++5uLtQ6yTni9kgiddWCx2gdau36+ufRL8CW2z5eLM1vO1Yaei4Ry5t0vodhWOe7p7r8GIZht59N3HbbbeqjH/0oi+/JyUl14oknqsWLF6uf/OQnauWVV57uwwMAADCm9Fp8vYbwBjOHUeV1z0TRXSVEPRh+Hgkrjwnuom2NYK4itquGnzcVam6ca+sO5/O5OcdbZctzgrxIjMvXWoTbkHS5XVURzmHmXhG2UP53UQV0I44LQs8Le36HRHzD4ns6K533kw4/hmHY7WcT3/nOd5z3l156KTvf9913n9phhx2m7bgAAACMN22+XkN4g1YzdqI7Jh6rhJb7Y33xXsWl9gW3WRcT3FXc7aL9+kK7KMc7cG6GaycmQs39EOoiN1sUXfOLrQWPxmwvt/Nd8KJ8cCOU7XpvoHSvQ663FM4yV7vM/farnocqnnviO/1s+XVR6orvEUI9PXst7Qs6E/jDH/7Az6uvvnp0zNKlS/lheO6556bk2AAAAIwP/RZfryG8QSud7mEKqVUW3EQsZ7ZIcIeWD1M8LZQDXNfdjgj0whBy8RwU13WFeNPCe44WinPIrRW7SZLM3baDw5XKWaCbY5Tb8fjMjbZCXjrdZrxZZsS4KfRml4v3LODNNhNaFJuDEUKcbwh47rd0rXleT+HLn50W964AV+UtzHwB7q0LVjuPiO90jmo9wSttC8aWJEnUkiVL1Hbbbac222yzwrzwT3/601N6bAAAAMBUAeENwDiK7ioOt1kWc6nrhJOXCe6II17F/a4itHMCO6a36whx+5nc+Zx9Ge0mw8N9x5voe2O8UHPrjId6gdvjibjhRZXR/Urofhi6L77t56rmgOdaj+U+W9j9zoWf++73sNXORxB23k+6/BiGYbefrRx55JHq4YcfVnfeeWfhuOOPP54FunS8Fy5cOAVHCAAAYFzot/h6DeENxpspdrtnjOguCw0Pie6ibYYR3EViu4rQ7hQ43kP8u2m25Srk5CKb3ThF1czgJDsmNpS1OPbEuBN6bkS2FcIRYZ1zpQsEeExrxsLQ5Vs//zskvuXx+OHn3X683/d0iO+G6akOP4adA9TjYx/7mLr++uvV7bffrl75ylcWjp0/fz4/AAAAzF56Lb5eQ3iD8WUcQsxHKbqrFk+rIrqHdLmrCO6yMdH1cp386HJ9hQJrtetkmM9Hwq5LIlnPY4qq8RtreWeCvCMcbxaTntAO5IB3pPAMiHTn0P1xUoAXud9mfdT9LhDfPGek+JoUvTXzvoOF14qoI75HXGwNjD68nET3Nddco2699Va1aNEinHIAAACzGghvMLtoUnTnhtcU3SQGB8nnriK6y6qU+y53SExXdMFD21cW2o44F2P9z+9TRYTLc8A3DsQ66f6ysy0EucjfZjEeEuJO5fJAqHmZuy0RArww/LysCFuRYx4LPReVzynvO9dyrK74LnO967Yaa1B8tzl0bRyhVmJXXHGFuu6667iX91NPPcXLV111VbXiiitO9+EBAAAYU/otvl5DeIPZ5XYPs11B9fJBRHdw7kFCy4tc7oJQ9Gi4eJHgLgg1z4ntOkI7JNTtuM5wVc214213lcuHFsci1lkxHhHiOREeEtkRFzz4iUjAB8PPA9XMnXVCnIbyvssqn0sB3Zk+8T3qfO9eA6FnNAeoxoUXXsjPO+20U66t2Ac/+EGcRgAAALPueg3hDWZZiHm4unLpMYxAdOdyugcR3fJ46xZP8wV1gaguFdye2C4U2k4YvVknz0/2Mtu2/j/ARmyz8J7IHGqnorkW0k7RtHRQerwFQtwR4TyJG4oeFdnd4nW8+7Lw86D7LZ3vmuJbbDeM+LZMg/MNxi/UHAAAAAAZEN5gxjOo010w4cwR3Sx6PdFdFlYecblLBXcsnNwKXH99PaFdpbJ5nTzv7HjSR25+3bHLvg6J8YgQD4rwiAserXheUYA77rc5vtx4Lb5N3neRWI8VXeN5OlMrvhvM2eZtnS9y9oSuAQAAAG2h3+LrNYQ3mPFud6NzDrr/qRLdsXzukrGFYeNmfxUEdyicnP9ti4ltX2iLUxOqbF41z7uKAHccb//mCYvQwIRajDu9vn0hHhLh3YouODnZEQHe6YXEqhd+LgupOZ+lkxfffssxH7/omjP/YOI7V2itTHw3HHJeRC/p8mMYht0eAAAAALP3eg3hDWat253btkoxtZDbPWrRHXK5Y6J7gOJp0RzumOD2wsmtqC0R26GCa75QzwtvFafou2eRaI7Pq5ou2oXxLhwhXSLEoyLcDUXvsMB2XXCesUCAm10O7H5b0SxWxvp9h9xv3nlnLMR3FIScAwAAAGCGAuENxoeabnPjrcN8qoaYDyq6/bFSdJeFlvvLzHPd4mndAQW3FMq8fTWxHRXa8pR456fQ3Q6tY7Gc9e7mPt7GNfaN1D4JY1eMWyHOGydhVWzmIXNZh5sb8U7yOBeGrioI8FB1c0mR+x3I1XZqGlTN+w60GqslvgdpMRYQ34OGnBf9d03fTH/IYi1OfQAAAAAANE7S4us1hDcYD8YtxLxAdJcuryq6Hde5Wz2f2yxzQrVLRHeneN3Agls63lJs1xTaboXzAfK6zfEK1zpz5IXj7Ws5Ibbt/ozgs7nariOevte53CyWhQCnc5cUhKEXCPBOLPfbEbkR97sfCjv3+n2XiW+5r0HFt1jmiO8y17uO+B7Q9W5z6BoAAADQFnotvl5DeINZR2mIeYnoLnS764huuW2R6Jah5bll+nVRaHnM5dbr5bIiwe2IaOlwd2uK7W54ebC9WFXx7bnW6XFnNwbszQFfx1lH23XLecrEF+JiDk+Ep2W9ZCi6LMimygW4drMdoR1qL2bw14V6eMuK56Gia774LurzPVXiuyoIOQcAAADADAPCG7SzfVjVEPOyfReJ7lCIeB3RbcROVdEdCi0XortWxXIpxE1IthHPAwjuoNiuKrR9gS7GVAs3FytlznSZ4y2FuhXeWjAK0UznxzriNjTdE+H0GWU+uM7xdsPQIwLcFGFT/UAf74DDHVtnxLdTjV3kfeeKrnnim+eoIb7l+a/aOqqm+B6myrlPP+nwY9g5AAAAADA6+i2+XkN4g/YxTNh6gaAvFN2BOazodiaJiOw6otsR7uFQ8coudw3BLcW7dMatsxwT2xWd8IEc79xyLYClNhbH6ApvGV/u7cgT4va9DE2XIlwLcBuGrkW3DRkvE+BG5Pqh57777VdE53Mtxoec78KiayGhXlF8S9HsC+qY6x0a63x9o6ty3lNdfgzDsNsDAAAAYPZeryG8Qfvc7kG3G6Rft78sJLrrtg0bVHRXcLn9ZVJ0x4qm5QS3FMpGoHfKxfagjnc0Tafo6zQVxrm4mtB5/bBIjwrtgBC3brgQ4SwMhQBPQ991KHm3XIBTFXT+nDL03O/xXeJ+u+I70ELML7rmi2/+MJ3hxHekv3dhsbVh+nsj5BwAAAAAMwQIb9Ae0V13vpA45uXuPqKiW4aJD9oyTIrpMsHtjbOCmELFQ252xPWW4pnfU9VvIbTLQsl9Z9uGdEshzmOLQ9CtoI4IcWeZ84WoSvTndOyzlHxOZXMRWi53mIaBZ4I7zdnWDrUQ6yycuYWWbi3GY1MhyXqVl5k2W/QkHGtysOl10tHiW3nL6VSk8/CHtgXc9DJbqZ0PgsV0KtY7vJ05Xha1Zp/0W6HX5H6z+CfxrOfv9Wv3+eZFXb3eCGO5nXDSzX9HLMClw87b6Pf2xoA+tgbFd5tD1wAAAIC20G/x9RrCG8wYGnW6Y6I7N6xAdEumS3QXCOxQCHrI4c652zWd7VCoeUiE8/KuN8Yelzzp2ctafb097A0BcryldnTEt3GpzUqjtMVgou+539bVDoWap58pc8JZrmeV0aUTzi61roauXAfcyf8W4eZRB9z+JsQ46Wqb9+Y34bvfvrvtu99mH7I3uMR3zwNtxnLUDDuPz1M+tq+6/BiGYbcHAAAAgJq112sIb9AO6vTrLhLdVcLLmxLdcntfdHth43JcKJ+7cFmgWrkjurvhnO9Swe2td1qMWVFujsnMHQgtd5zxwUQ3jfV7dDvF1UzbL7vSe12W421EdkyE+wJcFQhwE0/OB63nMFHdSvYB1867zhUvq37ekYJ5EPHtF2cbpNWYHOd8dxXDzktostgaAAAAAMBUAuENpoeaYeGDut31dlJhH74YH0Z0izztRkR3JNw86nJ7Y4cV3Lkw8lCIuhJjCoR3FdFtbyaY9/76gqrmjuudFLz3BXZMhEcEuGxzJnPB0xB0LdBJVOucbhshzuK9k3O/C/O//ZOWc8gjLcdsv+9euNq5zN2uK76r5HxLoe476XWLrameitFLOvwYhmG3BwAAAEAxbb5eQ3iD2et2F05ZsZha4SQB0e2vC4WXm+VC2McEtnUupQjnfVYPLacc75hjnbrhBYKbha3e3g8jj+Z7yzH51+l7eS7c01r139K+aZMm8tDTBdmTzbd2XG/x7LwuEOGk9zp5Ae4I7JwDLsdrL9yEntvO4J745n2EQ8+Nge5gxjgutxDWfjG2YVuNUb53LgQ9LL4rh5w3RJtzxgAAAIC20G/x9RrCG8xst7u26O6XFlQrDTH3RHfU7Q5t47vYRTndFUR3KqxrhpZ7+dwxl7tqSDmHRcdCzSPCOy/CvZxye3Ijr6sg3PdcZfRAaLkV4qUCPCzCKSzcby8WDEE3v08qwKZE+HnXCz237ncm8GXv706umrluOeafqiLxzYPNski1c/NbqlDtPN2ffh0S7fLriYWcD+N6AwAAAACMKRDeAMTc66K8bl7WKQ8x95d5oeOFhdQKqpQHhXYNl9sJLRciu4rD7SwzotYPNY8Jbym0A8ujOd6DuN7mKzM53ryhmNJo7FiOd8wNDzrhpg9YJpwLQ9AD4efsGsvQ8zL32xffOrebtTPNXUV8KymuvVzu2GtffAfPfUB82xM/wpDzgkiUJOmqfrQ3XTVoDgAAAACMjqTF12sIbzA73G6fyBjH7bZjAw643L4orzskxGPbFuV0j0p0S+FbweV2iqaZ7U2oeUx4x1ztQgfcfW+oEznUN328uY2XnCR7yrUGMyt0G7A0z9tzw4Mi3Mvr7gwgwPmgBxff9uTE+n2XiW8Wu1rg2vWe412Uu003ovperrezvkLI+QjpqQ4/hp0DAAAAAKOj1+LrNYQ3mN1iv0qIub8sGMYeEN2hdY7Q7g4tulUTTvfEYILbLHeX+S633wc8L86Dr81Yew7zp7xUhMt2YvxCbpw9GXHth5jbUG+zTArmAvfb5HX7ApzEclZQLQsxt+/NTQyR9x0KPeeQ9oD4zuV4+8XVysS3OWdVxTefpHz1c1toLdhybPpCzmnY8DljQ20OAAAAgFl8vR5PHx60kymoZD6M251NUp7XnS7yCqKFtqkquuWx1RDdJse7SHSzwJ7QD11oTIaXy+dsvXmt30/oh788+PD3lYV7m/d9/7V5P5Ef62wnHsatjz04ZVnkeCeB/fC+/GMK7Nsd16l0DkIh+fnt5DkOV5UP3jAR3ylHKtD+7HesIy2c7WTtAK94naykb99HWu4V/bchfuOFdQ+KbnoVhIoDAAAAADTN5OSkOumkk9SiRYvUiiuuqDbccEN12mmnqf6ArU+LgPAGs0vsDxpi7m1vhUX6JnsuqmBuXktR4ouWUCG1ItEtBJkjurtCkMVahVmhlok5Z8wggluuNyJaPopErX5vRbVZLnPJxcMeW+RhHW85j5nLRFWLeYpuDuTGdQc4JwXn0kYlkJAOfieB7zp3oyUitovEtxdl4b4XqRLRNnc1BHNRNEgM/7/XwM27qjfoKF+siUddLrjgAr6Yr7DCCmrLLbdUd9xxR+H42267jcfReLr4X3TRRbkx3/jGN9Smm26q5s+fz8/XXHONs/72229Xe+yxh1p33XU59//aa6911i9fvlz9zd/8jXr961+vVl55ZR73gQ98QP3mN7+p/fkAAACAJulP8fX6jDPO4Gvteeedp37605+qM888U/3d3/2d+uIXv9j4FwvhDcaS0j+mh/gDPNugM1CIuePmhXK4gwIl7GzbcaE+3WKOmOg2go2XCSc2ms9tWmuJ8HIrsoOCsL7gzrnIAQHri20psAsd74nsET+ebGyZ4y0FuRXigZsGof3lBbiqJ8C9cH27npaLmyAySqFYfKvhxLef8pD+x1F8E4l/y+GbWznX2xkT+u83IuIriO8q9FWnkUcdrr76anXMMceoE088UT3wwANq++23V7vttpt67LHHguMfffRRtfvuu/M4Gn/CCSeoo446ioW24e6771b777+/OvDAA9VDDz3Ez/vtt5+655577JgXXnhBbb755vxHRIgXX3xR3X///erkk0/m529+85vqZz/7mXrnO99Z6/MBAAAATdOf4us1XVf33HNP9Y53vENtsMEGat9991WLFy9W9957b+OfDTneYGoY8I/l6tN3Bna7g4Tc7kGdPCdUt1ssuuX2FUR31oc7ns+dOaJaaOsw88wd91zuqnncpg+46d8dXB/O6zb1yNLPWj/Hu0rqj6lkHsvxDhZXE627ZJVyp7WXU3AtG5vo/G5OLPLGOm3IOE87SY/PK75miqfZomu9SMuxnsoVXUuPN9JqLPQ+t0zkbfM6kSRVNd/bLJe9vWW+txxvv9uKywoY1/ZiZ599tjr44IPVIYccwu/POeccdeONN6oLL7xQnX766bnxdMd9vfXW43HEJptswhf+s846S+2zzz52jl122UUdf/zx/J6eySWn5VdeeSUvI3FPjxirrrqquvnmm51ldGf/zW9+M98UoGMAAAAAZjrPPfec854ixegh2W677fj6SzegX/Oa1/BN7TvvvNNei5sEjjdohdtdfycNuN2D5HX7+bI5J7ye6PadT0d0dyOiW4Q3Z46q79iGnO/w+lw4ecQVto4yH4fnZsdyvD2X2gkjj4Sb23D0TgXHO5Jr7rvhuTkKHPAsBzxyXqSLLdxv59yaGxQi9Fx+jza/O3dzRPwG/OiJ0G9bOt/+b9EuE7/tsnzvOtTZpgHXu5d0GnmYC7l8LF26NLe/ZcuWqfvuu4/vmkvo/V133RW96+6P33XXXVl8U3h40ZjYnFX5wx/+wGHpq6222lDzAAAAAMPQa/B6vXDhQr7ZbB6hm96UevXe975Xbbzxxmru3LnqjW98I0er0bKmgeMNZofbXTpJQdGonMgOhJJXzeuW24kxuWJqFUU3C7CY6PbzuR0XOnO6+TERXue4117YunGyOaTbW+Y42/yZA054YHkTLcXMPp3iat5Kp3WYfpZVzNnMjbUO6wRccDEmm9tvI2Yqkkfcbz6Zusp5V6wzjq7K9/tW2jWnedPvqKTauXS4Qy6z32KMtxFtxux72f/buNxdpXo9p71YXdc72te7Auk5ijNojrY/h7mQS0455RR16qmnOsueeeYZ1ev11FprreUsp/dPPfVUcH5aHhpPhV9ovnXWWSc6JjZnFV566SX1yU9+Uh1wwAFqwYIFA88DAAAADEu/wev1448/7lzXfLfbpIV95StfUVdccYV63etepx588EEW3lT/5KCDDlJNAuENZq3bXdeFcwqqxbaJ5XHL954oH1R0OwLehH2HKmN7olsWUUurYxvR5o/zhbfMC3cFeVBwx8LOQ+Hl3RLRPUCouZ3L5FMLVWajo80zCWJeEe7p7Sw383QKxtK6foU2ZDSGRTYJ5rzgNutYXGvhymP8ft9prHu4z3fFkHMKX8+Jb+dk6RV+KzH52n/2W4L54rtOb+8K7cWmiioXcgO5yJKEvqeCf4NC4/3ldecsgpz097znPVy9lQrBAQAAAG1hwYIFpTeUjzvuOL75TNdCggqP/upXv2J3HMIbzCxqCOXGCqoV5XbLP15zznaguFNZQTXTusm8ly65H17uFLbSgnoiv46F9URJaLlwuk1rKd+xzuVyBwR0GjLtOdzO61gPby8EnT9DfvvCPG9feMfEtVxeQ1sYx7s/R7SO9gS31dByvXG7Vd7Zlj2/zes0rzt99seymDbLSexqt5v6aBv3Ox3XUaSVWXDr9+m2iepoy5pfd/Vyo2+NeOfzQiLW5IcLh111VaeTzqtsD2/vfUIivZ9+Dj2VI74nzA0AvcL8J+brXiOkPfHd0V9G0Pn2ensXut5DiG8utjJsX1D9A6xyIV9zzTXVxMREzol++umnc461Ye211w6OnzNnjlpjjTUKx8TmLBPdVJiNirp997vfhdsNAABg2uk3eL2uAhUc7XrGG12/0U4MgFGJ7hBFed3+dkVOd0h0R9bJquZR0S2Kodk84AqiW+YPh3OL6+dw23B1PZ+p/i23CVY593O3RVXzslxvWdm87MHnMZInHttvWQ536JyUvc8tk5Xkxc2KYK594Hv0q56n+ftq+Grn8n0oQsNvMxb7b0jejKqCd8Errb0wwM27pIEKqWmcQTXmzZvHbcH8Imb0fttttw1us8022+TG33TTTWqrrbbivLOiMbE5y0T3z3/+c3XLLbdYYQ8AAABMJ8kUX6+p/ebnPvc59e1vf1v98pe/5BadVBx1r732avyzIdQczIzc7hHnicfyunOi288Fl8IkV3zKq2AukX2XI+Hl7jgppNzw8qqi24p22SbMEX3FLrcTUi5c7qw1Vt7h9t1vIlfBXG5n5gy63cmAoeaJSthy7kQrmjvh5HJ+WcXcc7ydcHE51jjQ/vwqkgNuDsjmgevK5iYE3ri87JaL16LqeRqSTrdoFS+rVe28KDPa5HPbodJtFpXOzXvpYEu3umq+d5W87jEKOS9jyZIl3O6LhDMJ5osvvpirhh9++OG2IvkTTzyhLr/8cn5Py6kFGG136KGHciG1Sy65xFYrJ44++mi1ww47cN9Ran9y3XXXsXCmCqyG559/Xv3iF7+w78nRppy11VdfnSuWU844tUuhVmL/9m//xrnoxkWnMXTTAAAAAJgNfPGLX+T2mkcccQRHkFFu92GHHaY+9alPNb4vCG8wFtTuwR2exH0fmdNx0wbaT4HDV1TBXIaYF+Rw+863L7rzfboLRHegVVjeBc/nfpt5nfDyUMG1ohD0kBiPiG0n1Fwr4mHyvB2dbYurefHlJv9aBcSzL8IjLcXkfnL53UoLYZEW7cxri61psWlzvoX4pq+kl4lv3k68NiKUd9vJCq5J8U1h4jSHL745p5tf6zB4e9MpUoDNrlfFxdZiudu+YJbz1g05HwAKWxs6dK3m9tRv+9lnn1WnnXaaevLJJ9Vmm22mbrjhBrX++uvzelome3ovWrSI1x977LHq/PPP54v/ueeea1uJEeRsX3XVVeqkk07iPxQ22mgjLgyz9dZb2zFUBX3nnXe270nIE5Srdtlll6lf//rX6vrrr+dlW2yxhXPM3/ve99ROO+1U+9wAAAAATdCf4uv1Kquswq3DRtE+zAfCG4yG2eB2DxJiHhDt5YXUAu2kjOg2Qr6u6A6EOOfytmMut58P3i0X3IXOtq7GbZZFC6z5r/l9QIwlaXVrR3hLcWyEOb+XOdEd1w0PPcwcRiSL5VZgy33Q664nyOU85pkSvM05sMu1UJ2Ii28W6UqLb21u8wj+fyG+tZgvqnbu3MmQ4tvke+dyrSPF1kJF1+RX5rvePiNyvZuskloHuoNOjxAkgn123HFHdqKLILeaHjFIOJuibCE22GCDwvUAAADAdNGfpuv1VADhDdrvdodyu73l5fMHxPcgIeYBoS3nC7YMc0R3NobzhK0bPZjotqHlvng220fbionxwjWXIj39rEUiPIm64lH3O/r9yEpp7jYcam4qQxtta8O8pbBOVXcqmF0RLkW1dcHNPo3e08LauuD9/HrjdIduAvCzEbkslIXAriC+02Jpeh3l/VNnL6P49c0NI755sXG67e/Su68REt9lIedOeHnc9a7UYmwErjcAAAAAwHQB4Q1mr1iv43aHtpHbmdf+DYA6IeY8tyu6s3HmtRHDIt9bVzh3Qsgri24hnr3lRS63fDZ9vKOCu1situ3nDohs3/3mZdXEF59D43jLsHAnwTurOF4kwlmU+mHmurp4plwjrjZXK/fcb+U+p4Jc5HxXFN/8nVpHO3tvxHIqnI0bnrUasyLbyfeuIWqt2PZCzjnE3RPJgwjmQV3vXJn16Q01BwAAAED9a22/pddrCG8w88PMq7rd8g/zJtxuKdZDIedFIeaiirQjwo1glMJZiO60jZhY7zjI4UJqwfBy4XaHRHcobzvngJsw9IgrXsndluv4vMgQc61I7TmLvI5+b/qZbgxQu6yc4KVWWuZYqG2XXmwEsCfCORxcLjcONzvMruA28+byu40u1G3EeJUW2VbM8+/XrCwW3zYfnMR2Vz/r91x8zQjrjhNknp5nP9/bc8ALXW/H8Y6EnA/ient53k263qbS6TAMuz0AAAAAZu/1GsIbzDjnujG3205Ywe22Y7xWSu6BRQu6ETl3WxU435EK5rKKuesqDya63TzvvEMdcsBzQjwQZu4I7m5FsW2EdiTcXP4bWu1Gpt5ughxkIdaEs5wVSxOi2ohwcrqdImqi+rgR4UbHkhg2hdRCrrd4Th127YSbxX6uuKxkXlV803HTd0r9vrW7zX26OX9bxfO96aYEiXT+DXoVz4Mh5eIUy6rmZkxIgIfyv0fhegMAAAAAjCkQ3mB8Gdbtjm4zgNsdCzGvWFAtl9ctHO50nqK8bina3WJoNrdbut5VRbffKsyMkwK6QHiHxpQJbllELSe2zXu5PiK8q32NmfBm0cyLUsHpthJLBV5ehGd54cYFtw52J+KCB0LJnRxuvZyPwoSTOxXO5bY1xLf+WfF+KCqiZ1qJJblia7l8by24cxXozEk2YjwmgmWhNTMfTxNwvZ1tAq53ZHwTrnebQ9cAAACAttBv8fUawhtMW5h54851bgcl80v3uorbXfhaFFQr22+oiJoXYl5UTC3L9TYi24gpt0VYJdEtc7y9fG4pxoPLhGjPqp97grtbwd3mcUkwxJxPjczprhpubm3kdO6OFd76STjMRlDrLyEvwtmdTsU6fxe+ANf54WYZP3vutxXXQo/a1zaX23e9q4nv9HumY+6ojtNaLHPVo/neJN7J7ZYnp07IuT2ZZpwQ0L4An2bXu80XcgAAAKAt9Ft8vYbwBjOKQrE+1W63eR262VDkdgvcdZlYzubOiqnJPG7f6bai2xY6G0J0e2HkQfdbee+NcJautxDT6diAu20FOonjQG53FvPsvTenKCy42KGWlrM3zhZK01Onw7Wr67neZp15nxPgPJn5oOJwhZA2+d7OGPM6l+MdEd/6/IZD0dNQ80xoZ3nTaXi5Ft1+vjcPNq64ENtlLne00FovLJiruN5yu0Fd71G3HgQAAAAAGBAIb9CeMHNnXabQrIstkUJ6ULe7W15QLRpibpb5rncgxDyU1x2uYu6JcFkALSK6ZY53MHQ8VnBNbks51E6xtRLBbdYboeg74CYWWwpr/739HgLfPW+eGE2qOhMkK7M4bxblVpfr0HP9PnO6ZRVz7YL3IwLc9Lhmd1uHdUv3WxZSkyHn+lgZI74dwW0qlYuCa6LauXG67WfuBFqMBYqtxfK9HadbutS1Cq2J1mJ1Xe9h+nrP8jvoAAAAQFvot/h6DeENmmPEbtPQoelNu93pQdU/Ds/9Lgsx9/O6uUezcL+z5Zk4z4tmIeZ9V9tfHmk1lsvt1iLadcZFjja9FmLbDzN3BbdZ5oluGXJuz7nnXnvvU7fb5DQr1Z0gEZ5VNTcubpq3rYW4EbpCeNvCaqZQWiciwPllFpJuQs8d99uEmSv3dU6EB8R39l6Ib+t+6zxu+u51SLt1uTkYIyu2lsv31p/JhJzbXG/xOhdyHmo5ZtM1VLqtXF7R9Q5S5npXnWcWXMgBAACAttBv8fUawhuMHwOJ2bAzTX+o58d24674VLjdmlRwZ8oyFmLu53X77rcUwtLVzpab8PSA6C4Q2jIMnY83N1aL6Qm3XVhUcJtw8oC7TU5sTmhrQU3L3dNf4HqL3O4J8/VM9FVX9a0GTAW39oPZ2U4FpnXDHcdbh3D7ApxyqUUOOP18bPswo6xN7repYm6+FxMtrQus8bZGXPMB+253+H0mwHVutyy0ZoV2Qb63F3LOx28qnNvfthbi9r1wxW09Nf/7qOh6O5sEws3LqOmEp1H9w12Ih/fdAQAAADBbr9cQ3mB2E3LRY854qHp5DUK53kVVzIvzukVBNVFMLSfEjaCXoeVSdPsh5iFhnhsj8rmNADdh5Z7oDgtu191mYa1D0o2oTk9ROMw8dNZpnQ0hN1+tdbyN8M4EoHnNKd0y9Nxzu3luvgJ4ApzHawFujo9X67nYfU5FrC2uZp6lky2Lrpn87fTgszGO4E5FdkiAp+fYtBFT8XxvL+Scz4cIX/fzux0hXlZoje8i9Ku53jafu0JxtKpF1gAAAAAAxhQIbzAtLnXdsPGhi6rZsd168/jjh3C75RwyjDwT4ZEQcyvGs/GOiJbLxHLrfjvLKojuXDi5G1ruVDE3jrYR3KaKuRHSJsebT6MnuIUg72rx7ohxe7rEOvE15HGFmXG8J7p91U2tbSuySYByFXDeLFF9On9cXE0LYS3OrYac8AS4FaapncwvaeyEyak2h5QVXrMi2wsjt4Ols+0JdLPc3IBhiW9uANjvWp8nE34uHfCCkHNT5dws179GEULuud5V8F1vs6zM9e727U2CoYqszbLQNQAAAKAt9Ft8vYbwBjNTwMfGhcLMQyrNDzM3YlqEfjsh6QHxzMdQt6AaiQb9OtHtzChn24pumkPkZPN7vd5pESac7v5EoGiaWB8qqOaEnc8J5Hf7Y0wut10uBPdE3t1mR1WL6tTRzvK6O91+5mjr564Zx6dROt+ZA050veVFzO1PKDWp1Py5k6nTKx1uHXJO/zCbZeZ9KqTFct2r27w2Iei8TK9jYUuvRf617fNNrji53fo9CWbpYlsBTZC41usdYS1/gizA01Bxc87SFmapeNY/UCH6tVNPMpuFsA5Np/E9bVLT4omO6vS0+KaccVqnZ+N0Aj72frHrbXp684cw4ttMYnqGazEtQ9CdPt6eAy7Hm97qsVzvWXohBwAAANpCv8XXawhvMOVMhdsdz+0Wf/BTbmysFVjotdlfzSJtjhDnOYTLXSGvO+Z0O86zI6yzkPX8Ol9QB+aJiW4ZZm5Et1nWzbvbVmxbMe4K7kxsJ2pC53jLfG4pwE3YuFPzrkR8z9EW8pxuouZqy5Zyhozwpn+UOeI66ahen3KMqVJ5ut444qQfyeHmbfinkwpOk9/Nx6ffpz535oinud9JPvxcBG7n2ofZkHFrpusK5a6fL0W5/X6l6BfOd6jYWi7f24jiNATAFnqrXOXcxuXL1mKeMJbudCjkPPDfzihyvQEAAAAApgMIbzA8U907t4LbPdi8BZXMc/nd2iUvc7u9OWzbMD9/uyCvW4acO4XWxLjs4eV0R4S1U5hNircKotu2CDPLKLzahp27xdKMGKdQcuN8p4ediWwOBe+mrnd6qtIq5Mb9Nsv4a3HCzeNii4TyXC7Vnc4/p5PmeE+oxLrcZPgaIW5yxKUL3icxPuEJcBKULKx1rjiJW3KDdX63EeK2N3Yg/DwmvpOIwDbGtRTkMufbDTt3W4wZIW7Dz83PPJjvrY+hJ/O6paAu6O3NLnWg0FpoXUwo07je6ER2m++gAwAAAG2h3+LrNYQ3aLeAryLGq1QyH9bttnO44exWSNt1gX7djtjOws6dvG1flEUEdjCfu1tTdEun24SVC5fbdbp1/naJw83iW4htE36enqbsdXqaysU3C2+9au5ETyWdnv1HOBPXmRDv6Bxvfs0ONi3ruwKc87v7qm8qgptwcXKyubK7aOmlBXFa6Vy37LINzkqcb19868Jszu9IOOTpbyMreJc53VJga/Guf8ehfG9OC1D1Xe+gWDYh5xwXH8nzDry31c1FQbhKud5yvll4IQcAAADaQr/F12sIbzDWNBZmbldmYebVDiAwTrrdYlzU7Zbrpdtt1wm32+xTuN05V1uLPOl8h/K6c9XMA6I7GUZ0m/ByW0gtc7ltWLkR3wHBbV6TkLavPdGdinHX7fZDzP335h/bOUZ4dzPhbYqrkdNt3lN4OYlElqCdjup20nVcHLzfZQFOYpvz6dkpT/g9f0BTCE2LVN2kLHOo2elOKolvqbb5I4kbJ/bn5N1MccLSTT51x80zNwLbiFgTzm5bjOljZ6feVjhPf3Mh19sX2tYd5/3pA60SOl4l3LwqCDcHAAAAwJgD4Q3Gupr5tIeZm3Wx4y5YV5TbbfK1XcEuXGpTv8vL8Q452jbE3HO97TjeXz60PMspH0Z003Nq8xq327jcJqy8q0U4udq+4DbL2fG2yzKBbR7mvf2KvArmtM7e3dRP0vHua4Vs7qJyrTATWq5IbJsQ9HR9z4jyTp9FKInxHodZa1Gu3W3TgYsEuXGljRueyexq4tsWXDOi2Xe/zfzB/pRZm7Hst6IL4Hnfv3G9Vc/kdeuCato1T2W06XGWd71z7cWKumXyj6Rfq8K509M7OOdgIt2kEgzDsNsDAAAAYPZeryG8wawNM3eqmfvjg063rmQeo6x9mO92i9dFbrcjtK17LfO8i0PMM0c84Hjn1tcT3dbplrncOl/bCHAWz0J8hxxuysE2752H6cVd4nqHmOil53RehxxvIby1223fk5CmkHOVFlkjcd0VAtyK7o5ZT453lyOpjfvNURYm/JzblKX51JXEt3S3Q3neJle7U5DvHfjO+UFt0HpSiLuOvON6m9+fcb0Lcr0d11sKc+cGlie25fpYkTX5yQcNN4/A37t3y6Auw24PAAAAgNl7vYbwBmPLIO54vJp5QZh5naJqZvtQUbXcuGK32zjVObfbtBIT7rdfUM0Ry7JAWyzE3BdpoX7dncFFN7neMpebhLYV11p8T3SE+PYE9xzjeGux7TvdMvQ8+xqKxfeECTnv9lXS7eXENj90WDmfYhLZ3VSAs+jud1mAs+ie0KKbQtZ1+DmJ6FS0U/i/Lrhm87GriW9OpeZiaCTehWsuxbb8SfIHKA45l78TPgLT2sw63lpp+643i2zZ15s/jet6a8HsuN5V3We/TVjIufbH1GHYqBcAAAAAgBEC4Q2mjKHDzKfrD+46x+1VLyccUS6FtL/eccML3G7/IYR2NMQ8VuFcCm0bdl5HdKeh5tLpli63Ed/kDLP41uHmvsM9r9vLud186rUIT7+GfmnIuYHE8xx9MinHu9OdVP2km4pskeNtHW8dak6PSRLcFH4+kWixrUV4t6d6SSa6+cSYiuTkgov9VxHfLHZ5TFoDnV+ng12x7eV7m+/T+MPZellULVxojV/T/wvBbl1v2mevxPW2v1tPQDutxVS+tdigRdYaDDdvc7EWAAAAoC30W3y9hvAGM7+N2KBh5rHxkeJolYqq5bbp5MPNZe/uErc71D5soBBzT7Q5y4zoNgK+iuimFllGbHuiW7YHI5fbim/tatMyI67Z6VYxxztdFhPgBhL1BgoN9/9xI1HPCdRUJM0K7lS5mtDzbj9hwU0OuBHhLMC7iZpMurwsDTPv631o97vTZUfcON+VxbcJGdd9vllE6++mKN/bONcy5Nz+nkR7MSZQaK3I9bZi3BRgs73HMtfbhph7DniudRgfa0QYFxVZ82kw3LzNOWMAAABAW0hafL2eYuVUzKmnnsruknysvfbadj25SjRm3XXXVSuuuKLaaaed1I9//ONpPWYw5gLeDz2vGmbur/OJhaF7LcScdmJWOLu9u7P5/HFmjgK3OyDEfYc8KMJVPhw9fW/c0eqiW4pt+UxiekK/pgJn5HKT+0zL5030WBDTMvM6fUyqeROT6bNZ351U8ycmedv53Uk1t9PnZ/OY0+nZh1xO4wjebmJSzTHz62d6z49OP3dM5j0fezd9nqPfk9BPl2WuPofOi5sQWVu19DymLdfSGxzOzQ4RYSDXy+8kliJQmt8dvFnj/a7EHOY34fxO5e/Y1igI3KSqEnUSKkSI8HAAAAAAzBLGzvF+3etep2655Rb7fmKC6g+nnHnmmerss89Wl112mXrNa16jPvvZz6pddtlFPfLII2qVVVaZpiMG0xKWbtaLP9wL24hV3vGAvbtjLrkm6HbbdZFK5qq+251ztyOutxTymdjSVbCN090pCi8XTrcRn15ouaxWTi63cbXnBB3vVPBKV5vD09npdkPMqfe2GRODHO2J7iS/ntudVF0ONTdOd+p8k3Odhp/3VTfpqsn+RN7xnkid8G6SOt50Xoz7zc4r/+b6amIi7f9N29OgqPNtnGMbYJ46xJzfLRxs/vp7nuPtFWEzjrbM784iJGSF86qutza36aan73rTgcvCapEia7yRb/2bcHM/dDwWbq5d7qbDzdscugYAAAC0hX6Lr9djJ7znzJnjuNzS7T7nnHPUiSeeqPbee29e9uUvf1mttdZa6oorrlCHHXbYNBwtmIlh5kXiPbq9DDMXhdUcR9vOGy+qRmQiW1QuN8dTJ7fbbyHmu6PGNY2EmMvcbpvXbebRy0tFt24PZkS3H1pOYtqIbxLZRlwbwZ2+NqLbFds8txDZMrdbhpdLmUuzmlcT+rSS+72ckpVZz3VVT4ebUyZ3n0Q0fWjS0BNGcGcCXIab81dIAlzGdvf7XHgtDWlKc77VRD8uvjlq2zYQs4I2vcFhgtJ14nU3EnIuC68ZsS5ex13vklxvvY7D4U3Eugk1FxHsRpjb1/yiZkG0WLh5UcG1gnDz2R66BgAAALSFpMXX67ET3j//+c85lHz+/Plq6623Vp///OfVhhtuqB599FH11FNPqcWLF9uxNGbHHXdUd911V1R4L126lB+G5557jp/nrkB9dsYq0n7mUSNMtNDBDnwPufH+mJDjbcZYIZu+n7tC+jOfu9KcVPyYcbL9l6x87uVm5/K7pfCmZWYeyjUVYjqhOVnsdrNlpAZZRKXb9vm9rnI+IXp7yzDwibR9mCyOlj7MdmZMJtD6FCgiq5rr9SzWzNjAIxXdVHo8DY227qgW4fS9cGswfTpIlM7lU5H2xp7odK34njDLOx01hwV1WvCMdjHBedN9NYdEdtJVc0mAa43IMS60nmQ0HYrelj6MFd8snI34ivx3rAXyCjy/drm15O3rBxm2NONkR6nllOPNlc4VC27SeJO6pQU/d2l56pT3qBp6l7ZPC6/NofdkHNN3SmNYRKfbJuZB7c34d2vCvbPXfF+AXHPz8yXhz86yPu898bM079O09VRP9/RZ4HZmaVE16uttx5iHbi9GFdzTZUm6Pb1e3tevU1HOz/w6UR1yxPn+C7nctI0Wwby9VvA0bjIdb7azD35v7jh564zQphNox5uh+oWpdG7H2gHZ101j6ccIAAAAADCGjJXwJqF9+eWXcxj5//7v/3Io+bbbbst53CS6CXK4JfT+V7/6VXTO008/XX3605/OLT/w/D3VSiutNIJPAcaVg/7+z6f7ENqJUbFjypt+vc/U7tDcwABTzosvvqi+fcCXo3e/+y29gw4AAAC0haTF1+uxEt677babff36179ebbPNNmqjjTbikPK3vOUtvJwKrvkh6P4yyfHHH6+WLFniON4LFy5U//LR65Rair+Op93xruJ2++OK3O6Q473iHHXQP+yivvzxW9Tyl3rpWBstbNzvbsDlLna7UwfbHc8OuHlt3WxRqKqbhaizY61dbuOEO852Bbebw6fnFrjdnrttw80ndGg5u+VJ+jlSKzpzuum1KRo24bYNM0XGyP2eO5EVUUuXp882tFxXLU9biqXLKLzchJVPdHtqbidtJ5aFmtNzlh/OXxGNFXndbjB3gP58tfEv36d+vP6Vqt9drvO60+87rWauHW7VUUt7c9i9Tv+x76rlnPvd5RBzCj1n91u/53B0Clnvpw96vWxyDqdJU49vcry5Qrp20Kn6d79HlbfTSuAJ54frnANywcnpJcd5ktzo1Ilmd1m/dh7a6U4daeF809e2XK+T6/sJO+fZHNq5Ztc7W8bPk0n2mv5d1WNzrje5zXoMO8+JeM1uuCpwvXVbMeNUO+u9ddL1jjneYhmPmxf/TZjDGoYhNwcD0pmYUB0K1wCzggc/ecF0HwKYBr72/Ko477OIF/+vpw7+l9l3vR4r4e2z8sorswCn8PN3vetdvIyc73XWWceOefrpp3MuuITC0enhQwJM0QMMTsVQ/WbCzPvVCqs5olvnjOpl9J1PLtXKxApknTNKQce+sDbzmQJUIeE9x4SRa+E7IV6TjrC51WmfZje3Wt/R4xzh9D0/s1jTolhqE/OPkW5Qxa+7mZ4xKcacu6t7QfMY06tZR/Ny0TRbdC0toOZWME/Ft83pnshyuk3VckXh5hPUi7uv1ByKc06VXSrOM/GdFlXLCqdxVXMtsqXYnt9ZnrUa0wKbc75FcTW/qNpEgfDuUXB6bxm/XmnO/6lkYrnO7TY53unvhYT48mSC/7Cn74Je0/OEFt+dZEJ1dd53wu9ToU3imR40T4eENClZvaynxTcJb2o11qMiYRSKbgR4p59meesEa9NOjH7nfL5NwTW66aFzqGWqNr2g021Sr42ANkXUzXv+mZMQ9sU7iWsrxtP19IPpTmavU1Gvw8hNODoLbyPIjRDPQsPT0HQhyo3YlmHhUnxLYW7W9/S/yWZ93XDzflpQDwAAAABg3Bhry5dys3/605+y0F60aBEXXbv55pvt+mXLlqnbbruNw9HB7GUk1czNstjNBdGX2yKHyhZicn5RWE22cspFxDhFscLbhaqbO22nxHZW8IfWyQrmokhbKry1AAz06U4LqBn3Wzvc2uXOnk17rp4V3ZRvTaJ7Lrnl1AKss5zX8TJeTq3AxPtOT61AYzrUJmy5eC/W6+XueN1OjJdlc64g5qF9yW25DRl/jvQ4qe0YPaetyNz2Y/5nlRXcTcG59B6NvoFhzql+b1WybOHmPJvvxfudFLQP86vim99L7uEV7Et/B/q3ZX5/XgX+YGuxsv+GipaH1jvt/ZoNE+Me7g08AAAAADA6+i2+Xo+V4/3Xf/3Xao899lDrrbceO9mU402h4QcddBA7P8cccwwXW3v1q1/ND3pNedoHHHDAdB/67KOJwnSDzNHEH+N15wi53QUi3BcmuRZijkCX25VXMk/n8ZbrZUEhJquYe6Iu69ktqp/TMvJg9TobXq7DyqX4Jqc6bR1WQXRrB9uIWNqWRDi51lJ0S5fbONppdfNU3KenT1Y3z1xv2p4w4eSdznJ+JmE9SfOrHrvPtqI57Yf/cU4df3K7qW1Yuo+0aF5XtMeiCuh8SCYAIyugria7fXa06byYauf9zoR9T4XV+OaFbXGRRjZwoTSOTtBVzXXFctNWjF3tQMVyrjgvqpLLCuex30JhhXNZvVxUFi9sLWYOLh0pfuM1ArwqtARrqq1Ym6ukAgAAAG0hafH1eqyE969//Wv13ve+Vz3zzDPq5S9/Oed1f//731frr78+r//EJz6h/vjHP6ojjjhC/e53v+NibDfddBN6eM+m/t3DzO2HrOcH1Mpbt9uE3vu1CIQDma73XHDZWizkdsuHijidOZFd4HazwDY9u7Ncbut0ey6tbBtmwsNNTncV0Z0+uyHm9EzCWTrVRnCHxHb2up9rKSahebhFmL6xQwK/o0U5zUlh6DQf1Tk3Atxg9rOcE+VJbOv4fQ7pFz2qPfHd7evj0+/7iRDdnEZAyp3al6U3MzhsnUL7e6L/tfle6IJD597sT6chSKEdEuOOADffuye0Q79u+ZuxMrpKazGdoaFPnPOactlNy7Egpg2fCR8PrW+4rRh9f3xOW9gXFAAAAGgL/RZfr8dKeF911VWF68n1PvXUU/kBZglN9O8OFmsz7nNg/qri3w8tDznaThitFy7uudwxQn27ZdhxYch5zO32hZrt923EdxZiznpQhpabHtuyL3cN0e287k6yw02h377gtrneQmjLvG6T6x2Cukr1tXhO97OcxXgqtZOcAJdzcv63FtY97Yaz421Vdl5802dnpEinnG8OFc8EOJ9XuqCwwBYi1Yaep9+x6dVdRWjb71r5PbnFePFbstsZR93oW16W1hmwy4ygjrjKwZ7e8rfv3+vi9/yh819a3ZteAAAAAAAziLES3gA0gl9obRBi+d2mqFogtNx/ncvv5u2zl77YLsy/NfMVhZxXFeLS7bZiW7veIv84FGIu87rD4jssuilvmgR0+pokLxVaS/OuSXinz3nBLcW2DD+Pud2Snna5Kb+bSoZPKCqsllZL9wV49vXo0HP9XZnQcw5FpzbR8ns0IrtHfcpTt5urmCfpeaEwp9QFT0U3nT8Tcs6Hb0PLteDW4eM519t+R5kl7X/XjsCuECERDDeXmGWJJ651HTm5zBHlFcO+c8TmMC53A8g6bsPMAQAAAIDRkbT4eg3hDWZs6Hg6f8088SL3u0p+d9G2oTxvkd89dJi5HR95hBx0G2aunVtfoOsCalbA6fByrlxuCoPx+yzEPBXfWiST4Nah5lJ8F4luE1Keie5JNa8zGRTcRmwboZ25365j6gvo9JSzX63m6b5bPS23J7SNS/nenNfthJrnQ8/FGxbfJM5JkNOxUQ4432ygNmMkwLXzLfO9+30tunXIOVU+p59tj1shmu/EVM9Pv0TH9dbOtCO0I78FTr8Wwjx7LYV2cci5TNNOXWzjaEfyvO1vfxrzvGd5zhgAAADQFpIWX68hvMHsJVZNuam5bJE1FXXEy/5dyIWZi2X8OuB+OuHHgde8nSisJt1u856dbiGy6bBliLnpze3md4te3LZIWpIT3a7wznK8Y4I7Xe62EHMEsRbiXDzN3umgmwaTainneE+qDgt7Et0JC/D0JMxJby7IUHOVKCrJNleGs+dCpfPP5gZEWoTNON2pA06fwYScU+43je2RoNVt6hzX2whf7Xo7Trd8iFB0E1ouX2eC3gtPF78rGW7ui3Erwk0ud1Ixz7tfI8875GjLvO067vmgTjsAAAAAwBQB4Q1mDtKtHkU+aJ05YzndJW3ECD+EvLTNU0GYuR967BdVk3nb+deuMPPdbhNW7ohvEWKeimr9IOFN4le0DLOOd0R0S+FN4neeKK4mBbcU25kAd0WWCR+f0OHlBFUyJ+FNgryj0kJuaV43jaYvyojx7As0+7J539RMvTtZKL6pAJsMNTeuN4WVy5BzU+WcC6tx6L7renMfdetsZ/n8VkRrMe7ncDviWn7v/mtVFm5uIiM6dGDZ+MQVt364uRN27iPzvJ3wcb2wrlgeosBam++gAwAAAG0hafH1eqz7eIMWtxILTtuZGtFcJbS8YNtK+d2h/XVr7CsQRh4LL4/mcgdyv933JrdbRd1uI75Z9LL4zoqrZf2s07xuDr3m0PF6opvmI9GdhpybsWn4OYlmM57X0XteNuk80uro7jIaR9B2dl5Fr80Ys5y2T8SySV38LctBl9XX6cZCWgQuveHANxt03jqH3GunX96kSLvQmXOavjbnXYb6uw8jftN2Xv73HIpw4Gf7e5TV9N2oiVKMGC/7bfu/8ZL/dqazgBrdFGniUZcLLrhALVq0SK2wwgpqyy23VHfccUfh+Ntuu43H0fgNN9xQXXTRRbkx3/jGN9Smm26q5s+fz8/XXHONs/7222/n1pzrrrsuFyW99tprc3NQ6gMVKqUxK664otppp53Uj3/849qfDwAAAGjD9XrsHO/rr7++9g522WUXvqgDMDV9vr3CaoOKedp3Wf/uCLn87lgbMbsv6Tjm1xeFmRcJ87xYk8XURO9uKwLDbrcUi7aQmnG8xcMIbnat5TotUKXoNjndUvQal1vmextn2w0318tKCqyZFmIUak61y+nj0j56OkdbOuA9lRZfW5akFdGJZWqOmqsmnTn7VHwt6aQ9w0VodVfN4c9Oud10bujZfHbq/52G4Be73jZU3BRf078JG+Gt8kXWzG/CvM2Fm4tlfnSEfehQcrk82Fasap63PdhkyguspS0Dx4err75aHXPMMSy+3/rWt6p//Md/VLvttpv6yU9+otZbb73c+EcffVTtvvvu6tBDD1Vf+cpX1H/+539y+0xqr7nPPvvwmLvvvlvtv//+6jOf+Yzaa6+9WHTvt99+6s477+QWm8QLL7ygNt98c/WhD33Ibudz5plnqrPPPltddtll6jWveY367Gc/y9frRx55BC06AQAAgOkW3u9617tqTU532n/+85/zXXsAxpJhK5/7r4fM7/arlOdCy73XuZZhYn7XNXW3z/K6tesqq5o7D+W43cYNN64uu97a9TV53VRMLQ03N4536hxLp9sX3cb5NuuM6M7CzdP9EbKlmB9ybiBx3dFCfa4trtZJ50+6jgCn8zFP9dQycsdJcHvim3PU5eSivVifXf5MZNO5oBxv80znzRRaM/ndRgizTNXnP/1t+GHfUui6N1PMtoXh5vJ34P8uygi1FauS5+2fp9DyacrRno4qqSRsDz74YHXIIYfw+3POOUfdeOON6sILL1Snn356bjy52yTIaRyxySabqHvvvVedddZZVkDTOhLIxx9/PL+nZ3LJafmVV17Jy0jc0yP+ORIef+KJJ6q9996bl335y19Wa621lrriiivUYYcdVu+DAgAAAA2RtLiqeW174KmnnlL9fr/SY6WVVhrNUQMwUEXzBgur1dnecyclfn53cFtfOAWW50LLPVEedTtlpeuOW8lc5naH3O7M9XZDzFksG8GsRXP6SJebUHLrdOuxJqzchpTb0POsEBsJ5LQSOi1L929eh5YRpl0ZvTdh4+kx6hBy5eaY87M+zjQsPV1uH/amQ1qxPb3Z0HNy3eX5ouXmhgXtz5xPqhRvbm7IAmgyh1tGKUTDzf3fQ8nNGmd8rnBboOS5s134tx4LRS8NUSf8SJLIf9fDutnphbwz5COd67nnnnMeS5dSNQGXZcuWqfvuu08tXrzYWU7v77rrruAxkpvtj991111ZfC9fvrxwTGzOEOSs07VczkNh6zvuuGOteQAAAICmSRq8Xo8btf6SOeigg2qFjb///e9XCxYsGOS4QAsYdSuxaS2sVvS6U6F/N4exx46lxKmMhJbLZfnCa16YuSyqpnt3S/fbthHTIjPkdhuhSQLaDzGXed1GaFvHW48zotvkXhuRHhLcRmwbUU3v57EQl8I+cZabyufZeHMsWU55mvNtQt/z4tv0+nY+S3dSuPPmZoM5B274vcz1liH7VnDzzyRfVV7m3/sV6e13KX4buUgJcZPHvRmTpi1USn0yQtz+bsXrblhYB4V2UZpG1dzxKkxh/vjChQvVqquuah8h9/qZZ55RvV6PXWQJvSfRG4KWh8ZPTk7yfEVjYnPG9mO2G2YeAAAAAIwo1PzSSy+tM5zD6QBohCFEfJN5n7WdPS+8PL/edx1r5HdLB9uf33OzQ2Hm2XtzqEl2OEJ82wrm4uH07dYFyKwLzKI1y+tOHzp83OZ5Z6LbLhfiOy1eJl+bMHN6rwpDzSmEnJirP+NcigvnfG5TeYzeU/l4+rBUWTu9wUDie1kyR83rUIg5zZ1WPjcnnPO7dZ9vk+Pd66ctytIw+yzEfE6nw88yz91UOJc3MSj/m3OorZgWvb0iN1/8EHOZk+38FpLw9tlvSyyzQlo4797vMJfn7SNzvEO3mv0bUVTZ3O/NXSXkvKgF2RRVSX388cedm8rkFhelXLlz0PffqTXeX153zqaODQAAABg1SYurmqOdGJgehhHDTf1h6Ie0FlUZL6t2XqWwmoqE8ubmCLccS7d3nUx/G39MaZg5h0FnYeZ+RXPzWuZ0uwXTjBjPenDLEHO/mJoNQxei21Qql6Kb3OmY4M4KroXJenybImz00dK5qH825WRPJOZ1OgvneCcTjvhOmcOtxUh0p4XYdE4354d3+TOkxdYoh7urzwk9u9EB5hxmz1l0QfpIxTf/VnJ520aM69Zd4js2r6MREd5vIPhe/IZCgrpQaPsF1vx1o6TmPkyK+jCY7Ul0l0VzrbnmmmpiYiLnID/99NM5p9mw9tprB8fPmTNHrbHGGoVjYnPG9kPQPOuss87A8wAAAABNkzR4vW6V8H7ppZfUww8/zBdryumWvPOd7xz22MAsopFWYiEhHRtbt6J5aJ5IQbVYYbVo726vf3c6R8UHbSfaUZl53NfaTdUVy62go37MvIzyjbVQpGfKW+6SQ526tCS2+dl5pC3EbEh5t6/md5bb9/O7yx3RLUPOTRi3Wc5h4LbwWuZwG7GdFlmjiuTpqSFn2X7Fka+Q/jWa0N/DCtrhN62353KNc3K1uyzATbV0Oqbl7HMn/GwwIeUm7NwWdxP9vJcnE6mjzn29s57ePE2PzN2O09c77ROe7p9cRq5kTt8Hv/e/Y52rREa9caeN4DUFzMR4W9ncmM85h1y71zLKwlZLF8+DFFiTBdX4+JLqBdZ8BqxsPi7MmzeP24LdfPPNXH3cQO/33HPP4DbbbLON+ta3vuUsu+mmm9RWW22l5s6da8fQHMcee6wzZtttt618bNTejMQ3zfPGN77R5qRTkbYzzjij9mcFAAAAwAiF93e+8x31gQ98wOadSci9odw2AKaFqQyVrFFYjSiNfImFA/vb+vOEwsz1a1fQi/xhfT/Qd7vNMuPUEsa95dcmx9vJ93adcFlMzXe6nZZhel3WFzsuuo3gNmLbCOsgSSqueZyOmyYN3DXLOx01L+mrZTrk3BRiI9eaws9JNPf4OLOwc+l8k2CmkHMS2bQsdfvT9+x6J2mYOYexe5ED5pn1snC9c78Bx8UWIeiyorn4nfgVz+WzCrz2w8kLkaZ2XaeZhH6V8SN2yacjdG3JkiXqwAMPZOFMgvniiy9Wjz32mDr88MNtRfInnnhCXX755fyelp933nm8HbUUo0Jql1xyia1WThx99NFqhx12YIFMAv66665Tt9xyC7cTMzz//PPqF7/4hVNM7cEHH1Srr746V02nazS1Ofv85z+vXv3qV/ODXlNB1AMOOGCocwQAAAAMQ4JQ8zxHHnmkeve7360+9alPITRtNjFVfXLHrB+vQ0jwVSyslr63VbVK87uz12K5tywqyGMhxt4yG2ouDt0IxPR9vmCYzOE2BdVkiLmf1z0hw9F1ZXBTXZyLm4nQciO6yZlWQnT7gpvCvWN0OcIgXZ+axCYaIRXDJhfZiO+JJBXQqjOpVDJH9fTx0TDaN63l9mMkuvlGgRty3hXL6DOmvbu9sHNqYaaFuCmyxvs0X4lenmba5/txm+O34eZSQEu9WpbnLSgV4B1XEEsRzfcoetkyc1yVhfYsiF2jftvPPvusOu2009STTz6pNttsM3XDDTeo9ddfn9fTMhLi0omm9eRmn3/++WrddddV5557rtOLm5ztq666Sp100knq5JNPVhtttBH3Czc9vAmqgr7zzjvb9yTkTYFU6ttNfOITn1B//OMfuU/47373O96enPNVVlll8PMDAAAADEvS3ljzgR1vCi+niznywcCMY5hWYoPeD6i5m2B+d0Bsl+Z7q3glbONy20VeRXNCisbsvW7TZUW4cLa1GOf1Ebfb5oEb8W2Euye6fZebBLcR0DLcPF1P4tj9V9aOFULVqlQhvo173dPLyemmbThUnKPHu+ky7XpTWDl9BlNojZo82c+QiMiAUJSAdrplHn2WoaDFq+3rLb87Y2G735/zfVZ59l+rSOu5uo54GTYsPhmqYBoVSkz8gmxjDglbeoQwIlhCLb3uv//+wjn33XdffsTYaaedbFG2GOR6n3rqqfwAAAAAwOgZ2Faki/6tt97a7NEA0CZ8UV+pOFuJg13wHCzI5lXF8tuIhaqZG2Qouf9eikqzjnB6dhe43byNrlpukOHl6fu86KZlqfvtPtJx7rJse3Kh0wfPxe/1vFbsp8fM+zWuvf4c8saBWW/7l+vPmC4358nt9y3Pnx9WLtuLud+zTAnwv1PvN1FVdBdFQ1QgFoERpEqV/7KxTTN0T9CqfdgAAAAAgOt1g4435aFRqPkdd9yhXv/619vCL4ajjjpq0KkBmFoq/uEf61mcey66nVWUlpxzqQOvBxFV1sEMtXgKO9++SMyLSC06jWgVAtSEmafblbvdWduwfCE1X3T7TnYR0h23nje7xlmVcDJZuQYfh5SHXO+syJr5PCbcnMLEuRib7ulN79ntT7oswqkRmQw3D+V7Z3XITKXzQHSU/o6c6uL2+/Rv7oTPhVMBvcL4Riqbx7DhFJGWYrF9DAlNMew04xhBDwAAALSJpMXX64GF9xVXXKFuvPFGteKKK7Lz7fcYhfAGrWJAVy7U39vpxy2rjzv7i7wuPMb8+3DIuU6e8dbZ3GM/ZFsIbn7PojkT4MYJDoWZx5But3Gd0+VuTrcU3b7gNq3AQpAMlrng9KC8bbs9tROzIT96/7RfzvWe4JsCVGjN5Hr74eYsujnkPA1T94W1eW1OgX8O+aswed6egJZtxYLffeS3EiqkFpDmzrjgfKHxfg55lQvaKIulzcAq5wAAAACY3QwsvKmwCxWM+eQnP6m6fhsnAGYaw7QzG0B8p8trTlTZ7S4JT5bDPbc7W+463H5+t3lvXzsiWoRsh4qqmcJlRqB38iHmVUV3qMAaC2H+P5njnY0zueBptfMkc7t5X6nr3aOq5CLXOxXdaZE102rM5Lcr7YoboW3C1LMx4fB92fch66UeksphhztWGM2vaB6ucK5biskDCKlp+mJiedkh6jjfUyzY21wlFQAAAGgLSYuv1wMLb+r5SRVbIbrBOEPFmILUuVlU1A+8KVHtzB15XTa2bLkNOQ+sChRWMwQFuBSWIr/bLDPCOl3uhpnLeWSOtwwxT9+7B5IK8bDgnuh0VU+HLMeqnTvLRci5dcLZvSbxbdqGhTHh5tnnSD8XO+BOiHkadu6fM/n5c63EJKL3dplrHRLXteHfhtfL2z80v0/3uJQNjRRjc2giR3tML+QAAABAa2jx9Xpgq5raklALEwBaQxOFn4YV4gU5uvxcNF+d/F3HYc0TFIqi0BrhFEYT+d3Z+CwM3Z0n6/Nt5gm53dn7tDBatn3HEdz0kK/Ne1l0rSgfnAutmbRj+flkkTXh3mef3/18MuQ+ds6IIrEte6qHB0QiGkLjalTLH4pOwdVk1IXTpqowGwAAAADAdDnevV5PnXnmmZzn/YY3vCFXXO3ss88e9tgAGHkYeA7pkNf5o74JAeBNMYgwCouwkrZCBYcfdmqF2BTuti84JTLM3J8/G1N4mF74uKvy0k7a8ri67Dy7x+BVLuM0YfdGgh9uHoL7dOu2YmY7WandKFDjfsvP6otw5zwMEt1QFh0RS/TWDOWQzzDaXKwFAAAAaAtJi6/XAwvvH/7wh+qNb3wjv/7Rj37U5DGBFtAZlVieCoeLjn0E+2k66iXUwztKhaidIifWF4xSZPvvpQts8rslppp5Nj6tZJ6td3O7ZYi5s8+zfpt+V0vWSN/rMRwofvZv1bzJCaV2NMXVXGFu50g/uQgzT5+z9W6eNx2t/BxGfAfPl2xLHTuvKh/an8OK8oZ+QINOM0aR5QOhawoOPQcAAAAARkfS3uv1wML78ssvVwsXLmz2aABoU1hqp5lj8wVzmYAuWl/lFOT6SovlZTih1yXjffeb91F0XL7b3e2o7t/9Nt2jFt+8+Ozfqe7f/U71P/7y0uMtO75e4PMtl8fkVS4P1yfLcr3z57joCykR3HXy+4v20rTrLfPAx4g2F2sBAAAA2kLS4uv1wMJ7/fXXVy972cvU5ptvzg9yv+n5pZdeUueffz4LcwCAarQNWfXtC1YO8W+RW6E7XsxKFlGriunTXZkla6SB3VJ8n/1s+v641dXkUS9X6j557F2lWARny0xhNb+Ad1pgLexmp+I7vK6KGOeK5mX3MAYtqjdVjKpV2ChbkAEAAAAAzETh/T//8z/qwQcf5McDDzygvv71r6snnniCe3gvWLCg2aMEYJxoQUGnaPGummOGJeR6V8GGngvxnXzhd6qzLGHRzSLcT/KeIfip6INPVPJ+NgJNDwAAAIw/iWolAwvvDTbYgB/vete77LK7776bq52fccYZTR0fAGDM8QupTTlL1rCiO5mX5XwDMFtC1wAAAIC2kLT4ej1wO7EQ22yzjfrCF76gPvvZzzY5LQDjxRSEwnYC+6hjQBeOTar9gxQaIwuPFS3reTnNMaiKePa6+gd0CqWd/awV3fRM70OF1GhZT59X2ld/wBsGvZJ/NqkQW+h10TIJH2LZoVU5dH9MMgP+G0CYOQAAAACmGIrafv/736/WWGMNtdJKK6kttthC3XefyFecbsd7+fLluRZixKtf/Wr14x//eNjjAmB2wYIjLMj8NOFIDa/KuymT3CQMWXR3igVjn8V1PydK5+rKWtSOa26nWHT7brlbN9zbP1c/F6JW9XUhtTSnm51vneOd0LxHrROdJ/y53c8hbwrI5XVEdrq8W1t8Vy5F3wBTkFEwHrS4SioAAADQGpKpvV7/7ne/U29961vVzjvvrP793/9dveIVr1D//d//rVZbbTU1NsJ75ZVXVptuuikXVaO7AvS87rrrqi9+8Ytq8eLFzR4lmHEk/WQ0LcVYOXZG66aRAus2kMvtaWkWzA2eEiPA/XmDwjwpF+w2tCegxFgodjwxKQqope/zpaxpObXhkgKc3HDK7TZ9u0ngkhg2gptd6U5WbC19T33AUwHbS6jFV5dbhnH1cpPTTftb8jIW3RN/9zs10Z9Qansj2OOQ+21Eti+2aa90vCS46XVVVz9/kyJQLC+hz13hBxH70cS+zCbc8mG2q19Xb4rgjvUNzAEAAACAtlyvzzjjDO7Udemll9pllE49VqHm3/3ud9Whhx7KrvdXv/pVtdtuu6nXvOY1LLyXLVumTjzxRHX11Vern/70p80eMZh9SCty1CT9wcJemwiRTYZ3IoPblIU2Fxx+PyAOpYNLrrYRoGZ5KlLdbWgMLcsJW3FsfqXvUDi4eU/im3R/77iXsdgm99uElydLVleTx63m/G5MmDltb+ZN3+cJOd25MfIc8I2DdBspzuncxD6rhM59qQNO64PfbeR10bLZ6HYDAAAAYNbx3HPPOY+lS5fmxlx//fVqq622Uu9+97vZ7SYz+Z/+6Z9GcjwDO97bbbcdPwz9fl898sgjttI5xcV/6UtfUk8//bTq9cawqSsAQ4aA1xlf2e1OStxtY6RHXO0qc5l15Lh2SgS3DPum99L5JsHp/wMinW92i1Wi5kbDzMn57vFrE3ae5nn7+zUfPnW9Tcj58o+nIUByLAly5tiXqWW9edxOrNTxToSA1l8SPadOd3oe+DWdE/2cfQ4pwN0bEM45E+c1WjTE5N6XfG/+Dyl8syX8fiRC28zZn4ac7Vo3xxBqDgAAAIw9SXPXa3KyJaeccoo69dRTc526LrzwQrVkyRJ1wgknqP/6r/9SRx11lJo/f776wAc+oMZCePt0u121ySab8OO9732vXf6///u/Te0CgNok0sGW9Pv0o/UHh8PLyTk1cdH+2Mg2jYWVDxo2HBNj5hHSfSwsSRQGRLgnHq3Dq5eTMKW+3nONaKVcby3A6TWFltNzN6EQcwor7+fyvGV+twk3J0Ih58b5JgFuxbY8Zu8ExNxuU9CNvuIs3Dyc3+3On37GdNs0HD3djzkvXVeAByMH4iLcCPCYrvQFtHk/VAE+E/ogn336Y1oIjf57LgPCGwAAABh/kuaE9+OPP+60uSYx7UPmMTnen//85/k9Od5Ur4zEeNPCu1ao+cMPP8wHVxU6aKoOB8BsDmcPVSgfSkwXOdsxRzQyJ+uriPjzBXe6zBWTdlwgR1q6xHYb7W5z6Lnc3rjOLIC1KPbEcro+ccLKaXn40fe2MW66C+0vFeD54/fzu1NBnuV6p8edPx/OHJ7gDglw+T2EsN9f4HsNCW1fhIdEee43Gc81ULVoJOVijAQ9AAAAAGYsCxYscB4h4b3OOutw3TIJGcmPPfZY48dTS3jTHYBnn322VnuxURw0AFNOg2LACCb7CIboRl7HxkTex3O+8yHNxu0mYShFoBHgViizcM6cXT/EOhOonWAueDpH6iobd9k8UsHtthYLie90efZ/offZuEx0h9xuI5SNU++HmWfnIb2RkN5QMJ9VH7e4iWDOUS5KIBdyLirIi+/GhpvX/N6DIryq011A3fFTIqAHuVHG57WBBwAAAABGRzK112uqaE7p0pKf/exnav3112/8o9UKNU+SRJ188snc36wKVGQNgLGnYqV0cgkTIWXMe+e502EhnUyEtynK4TapzMGx0u02id6h5eZ1MIzYiG2x0uyX/4FKCsOgHfFtQqn1XQMONSdxzEXUUseZjsfkeXdz4ea9XHVz1lL8PaQVznlmHptWPc99Hk263hXbPJ8V1gn/Q+eLbuN2mzBz6Xobt9t8NpnXbcLMnVBz7YSn58W9MRES4L67nZ7rgFZNSr5PVU2E2/cDiuhoCLs54LqFCNO7DtXHN0Dw/A4wBwAAAABGRzLF1+tjjz1Wbbvtthxqvt9++3GO98UXX8yPaRXeO+ywQ+6OQJnjveKKKw5yXAC0T9BXEPg5AR4T36Fnr+gav2axnQ1Il2XrOnq0Tev1WooZ5zar2p0VWDNh43Z9x+RsdzjX24hxkqQTLFTT/OyJTl+L3GwZPZtzREKcC57xMYjjj5068fmlQJcud0x0F7nd6RzFYeZ+hfd0nR7jOeG+4E4jC0Kut/6wsdDysmiIgt9H7LxVQYanl+aSx654uRB3uksFNQsAAACA6eFNb3qTuuaaa9Txxx+vTjvtNLVo0SJ1zjnnqPe9733TK7xvvfXWxg8AgClnmF7gsgJYrX3WK46eE9AF6817W/w76J67AtwckxHaVoCLAmv0POGFmmeCk9pzGdGdutqp0Ewd714nFd1URK2K622EO5HKVvlh9ApRcC2GH6LOy5KERWNIdEu3OxXfmdsdqmYeCjM3+erZ9uYcmdfZs3uOXcGdFVRzQ89tpIIvuKWwjgny2LKAIx56TFt4eKSWSLRYYhWKwvfrzAEAAACA0ZFM/fX6L//yL/kxahqrag5mCfSHb6fbov0MIMJD2xhBbkPBxZiQWLcWswgB91qRyTB1207Mq5ZuBFLUIQ+9Nw+hZzMRmDh53iy+O36YuRSXqSBNq4unYpuqmacCnJztuOu9LJlQ89gl1w64DKPnXaUfrGfD0cPudy4MXWPCzul/l1sRnhfdy3WouBHRtoVYwO2WYebm8/O58MLMZeE1Pz9e3tiw559fuK63iUxwv0O3BVy4Mnnkt+AvKyjQltsu5Hr3w4XagsUEy1ztERY3zI6hgRxt5HgDAAAAoyVp7/UawhuAUQp3z+lmkRxqTybH+6HjIm/X0aaFgjvL2c6Hr4vCaiTutRtuhHY34Mo67m3HDTdPl2mHt0NCdoJbi5HALnK9aWsOTU+6ajndmaD2Y+IDkq7rduieRXbXoafbi/WT4t7ctG0iXXD9Jiy6tVvNIjqrZL48mRN0u42otkLdrBc3I+x5CTz4fOofhTm/xuV2Cqt5gjsmmEMOtSOmxbjQ9qX4rcUiIjpWvb9yVX+EnAMAAACgxUB4g7GAxGiHVNYwmN7cw4SSVyW0D9nbWw3Z27ssdDgUNlwUfmzfZ662zQE3AlAvd5xvLRI7heHmJDx1eDkLYrfIWsj15n96OpM8nk4ViXMaxdJYnj57nmlOHYauFaMR4SE4pFy43J2C0HI6PnLf+/Y5CzFn8R1wu+nmQlBgy/demLm8iWE+ms3vNjdY+JDFnV69rBP8HosdbK5dHxTdIUe6Zg9vuV3RmCEiw5umifD5xsPvAQAAADBrrtcQ3qC9sFKLiOOyMPd+12u2F6ogrRViZE4ptE3Fc7nOCqpECxTt9Dr/VsTEtzG0PSEezPU2xdK0s22d8pwYd8Vhp5O9plBy37mdpNByEtzsWguRWeJ6q4T+2ZlMhbb+HLZCOOd6C+dbn2dann6VQoCLnG4TQMBF2TTL9evlinLV46I7y1NPj39ZMscJMafPQg9abl5Lt9uKcJMPLnO8A6JchvY7GtcWwwvkdzv9vCveaJG/Nb0s54QboR2CbobFLlz+NkFRPuRVT27fRCi6fzNr0DkAAAAAMDqS9l6vIbzBrKgWHnXIJ7zk69hcRu2VViUvaSnGSqt+ZXMplp3K5KH8b298NM873Ztt22AccBba4nUiwstdFzd1vY1wTcV2Yl1veh/+gHQqKTIhfUv53lwtnD9EeuJ6nURN0NxcqI2Ee+II8NTtTqK6TLYHo3VGaKfvXdFNLncadj5h3W12viMh5rlwciHag4Jb3MxIAg64E26uP0cuv1vfIAmK6Jjojgjxuhe0UNi6PcgYCBsHAAAAAHAYuHrVBz/4QXX77bcPujmY7dStTjyE41W5EnKFfdTOY5XLQ0OcEF9/zngLp07MOXfmzcKRnVZU1knN8omt+DOH41U3ty533xOWipzvVLimLvhErvhaVnSsGwzhJieZhC7ledviZrq9l3lNudjL9PvlvG9ytDv2YYS2eW/WE8tz86SuNb/WIeZGdMu8brNOhpjLSubL+9r95vOinz1Rnr5Pz4ebN18UZu6JaS+sPJTfnfuNFbnizu9LP/rFFc0LW4n5vbzLBHlRD++6/cALKqDnx3eaeQAAAABgdCTtvV4P7Hj/3//9n1q8eLFauHCh+tCHPqQOOugg9ad/+qfNHh2Y0TSSt104f191KKe7Kv2Is22rl1U8Vq76pbf3X4cqm5tQcqofZoQuCY/Q/owjLoQXm8Cd/GsZnm6Wm0rTvNysp+n6Itycvhf9bxI3EuN1ejg526qrJvkfhz7nbbO9LCBXW1vOSvXmqDl6p+SKUwi56s5VvX6Xt+VHN3OYU7FNjjo52WlRNgpJJ0jmkvieq3rsZneTPrvh6brURTfjzLLsvOVPpXHcX6Ln/tzMCTdF1OzrjnopmefcELAh5TqUnJabZfzQontp3yzvqmX9OSzAl/Un+AaFeaaxdD6W91Jx3ut31GRvQvX7+uZFn76Dbvo90PfYp4gJep3+DlgU69f80eVr8Rux4pmeo8I68W7CiJs+8r3Kv2fxrf9b8Sua+88Guw393mM9vH0RLoW02MbeQBtUtLc4dA0AAABoDUl7r9cDO97f+MY31BNPPKGOPPJI9a//+q9qgw02ULvttpv6+te/rpYvX97sUQIwjhS1TbJCJFuVFyU1XEcvtDjkeIbzdzMRH3K9bb4xiznflU1FonFrzYNdbyWeRa/rVJQKV1w43zJXmpYvN063FrVZNfEJ64CnDnTqPpO4TV3r1J0m59o8jBMtl9F4wlQut/ui9UZA8+vsOOqI7iy3O3W8Y1XMs3BzxQJcOt422oA1pdezOxK1kPt9xBzvXFpBZFmV/G7/ppXcV8xwrhPUMhWh6UlDDwAAAADgej0AQzVKXmONNdTRRx+tHnjgAfVf//Vf6lWvepU68MAD1brrrquOPfZY9fOf/3yY6cFsp244unTLhm1hxAXWtEtXFh7rzWPdv35EdIeqRkcqSUuXMnuvX6sKAkGI7kzUaSfVG28NTS+/2wpwETptQs6z50wYS5GdF6ndnPhOW3FlIpeLmOlwcCPA03DwVCAbEW4eRoyn+0jDyY3YJtJ9ZoLbuNwmtNwcmxXjnuiW4eXm5kDatzvdF4fX842Iiez8iPD69Pyl+3TFtwk190POMwHu3ixxb6TI34OfciBTD3JF2UrCzEO/P/tbCvzeg8sGEdKx7WukmVROKwEAAAAAmEnC2/Dkk0+qm266iR8TExNq9913Vz/+8Y/Vpptuqv7hH/6hiV2AcWJEf9xy+PXAG0e2Dc1ZJApCIbHetm6+a/h1cH+yubTcV86R9MJ/nXXx11J05ZzRmBDzhZ8RhXwPw3W9jWA0hcYyEZ4Kz74WoSxGheCW4tuIXF98m0cmfvMC3Bfh0g2XD7NukqunK8fh5v1pl9uI/pDzLkV3+hky15s/I4WOiwJs2TkQolvflEjPm+t2m/OdnmP3BgjfsPFulEQrmsvt5A2ZQP63E2ZegBOG7v22K+V3j2thNTjeAAAAwPiTtDdCbeAcbwonv/7669Wll17KgvsNb3gDu9zve9/71CqrrMJjrrrqKvWRj3yElwPQKKPo1V1nTpPPHXsdyvO2rcW0q+y9j7YVK3CxbXq6V+Hc3U63PPOrnVMusVmQZHngPJQEIaV38xhTeI1aeaU9vUlEUq43i0zt9po23N1uWomcW4xRjjfna7v/AlLGtUlIIclKFcxJ5FKf77T3N/X8NhXD01xvbknGYebZXBOB74uEc/p1pl9KKrip57hpWaarlbNrbcLb05sAfDPA5noXi27j8pswc3L/nUgAfbMic74z8Z0VVkvD/M3rIrc7dkPFj1yI3pTxf0vODZ7ATSAz3r4uzu8OIvO7nXxvnd89KHULq/E2DRRbGdNiLQAAAEBrSNp7vR5YeK+zzjqq3++r9773vRxmvsUWW+TG7Lrrrmq11VYb9hgBiPflHgY/tLWukI9tb8V2qraj/byNEI7s1hVUaUsyucxoeSvAIy6obE3F4noi6+lthbk5bNoPiUNq8cXvM9e7M5EKSaI7kbC4ZPGte55TMbTUwe7qonOmEF3481FvcIK2IeHdtaI7LsAJU3CNtw2cPNMTnJqQESSmEyrmpsdKwZ323ZZVzTNHnoW3EN2pgBYtw6zLnz6M203nw4SXpxECpoha18nt9t1u0qJ5Ed2Jhpk7LndMiKviu78mzLyR/G5PAxcKcrGvKoXVouOLxgIAAAAAtEF4Uwj5u9/9brXCCitEx7zsZS9Tjz766KC7AC1g/CqbDyDei6qehwR3WT/vJLCdFcJifSCfN2s7VVFoi/7c0vXm6tnsrJP4S1IXs+u63mY743qz6O722clmx7ubiu5JrkyeOK538NkI5a4vvLvsiKe+dCcqwMkbT8dk37cR485XbNbrUHNud8b9xtPlUnCbfO+g8Ba56iaP3LrcOoTetA/j8yBCzLPXumCdrWCuHe9+xO22lcwDRdVE1fJYWJUfZp4J8yzMPJTPHV/mCW3530PovxHzuuHCak3kblcJs68yBwAAAABGR6fF1+uBc7ypiFqR6AZg2miiwFoab+06bJG2SNE875BYcQqu1XAhPXEdCz8OhR5LoWaLrPGcuoeYFoGhXG8TEs0h0zLnW7u7pmiYEZ6mwJgMwzaVztN+31n/a+kmy4rn2fv0tczbpsdL/bk2n/ulZK6zPb3P8r1NVXOTMy7HZ/sx+d7+sTjh5RHR7RRUM6HmOsTcnBspvvn06/esJYWTnfvezOt+eVG1oke1MHP/tzZAfrf/eooLq5Xvo6FHTS644AK1aNEivl5uueWW6o477igcf9ttt/E4Gr/hhhuqiy66KNhVhGqozJ8/n5+vueaa2vt9/vnnuSvJK1/5SrXiiiuqTTbZRF144YX1PyAAAADQJMn0XK9nTHE1AMa6kFtRgbVQjmiFP/ZZjMTCbP0pPdcwVKW8zIWMVjcvEVxOwTXR/1k6p36oeioM01BoDok2otErtJYX3dXEt1NwzRHfvhgOLQ8I8WSeffgCnQiJbbmPpX0h3s3x9N2c7iLR7bjd+maECTG3r63Y1sXVxHtzznNuN0UaVMjltr8P72ZObnwZiRdmbkR/xfzuYGh5LL87uP8xvUoOwdVXX62OOeYYdeKJJ3L3j+23357bbj722GPB8RQhRsVJaRyNP+GEE9RRRx3FQttw9913q/33359vfj/00EP8vN9++6l77rmn1n6p9sp3vvMd9ZWvfEX99Kc/5fcf+9jH1HXXXdfY57/99tvVHnvswZ1OKGrm2muvbWxuAAAAYKYB4Q3GipFUNrerK4j4un/859qEeS6g5xbm2oo520acSF88xVxNLyQ5Nj7neid515uFIYls/SzFI4tu86xdXik+ndxnT3wv7cWd5SIBTiKat2cRnYrqojlovalqbsW+no/WkRgnwe045hHRna4vEN36IauYS5fbL6hG0QRWbJNcNjdE7Pfg3iThqubiJklUiKvIDZdImHlR3/hgmHnV/G6et7w7QNX2fNm8yeCF1aaJs88+Wx188MHqkEMOYUf5nHPOUQsXLow6y+Rur7feejyOxtN2H/7wh9VZZ51lx9C6XXbZRR1//PFq44035ue3v/3tvLzOfknAH3TQQWqnnXZSG2ywgfqrv/ortfnmm6t77723sc//wgsv8JznnXdeY3MCAAAAMxUIbzAY09Uvt4nQ00EKNEnXLrAu5Pzl+nmH2oqxA5hNVSqKfJfT5PWWOaL9AtdbO6sy9DlzYjPRSPnJJuRctsgil1dW8y52vjMRLt1vx3X2BLgRxySapRMeE99yOWHEdkjYy8dSP/RdVC8vFN3a5TbPJLpT59vN7+boAeF4m++B8+mN4C4Q0JVutFS4SRO+uZNUCzMvCy8f5sZVdEjJvzUV92kiAoZ66Lmee+4557F06dLc/pYtW6buu+8+tXjxYmc5vb/rrruCx0hi2B9PRUpJDFMnkaIxZs6q+91uu+24M8kTTzzBdR6+973vqZ/97Gc8V1OQy/7Zz35W7b333o3NCQAAoN10Grxet6a4GgBDw2Wcu1NfYC04Cf1X2gn8QU953lRUrOMVaDNdv+Ty6m3FUkcwzfmVoqmo+0E6Tm9XILIcEWaKu0nRpluWZRXOtdPKy+gpcQqtkViks5tMpK+5LFqnl7bn6vd10TWlJvV5Me4nFVzzC6xRhXKCROlcmqOTPtP6XqfLr/sdKntG/bbp8BLVpQrrfEA0Z5/7cFORNcKIa9qXX+G8b/p4c6/ttD1YupwqmqeuvCmuRsI8despBz0tmEbbyeeY6JbiW+Z1pzcqsggCGz0QKahWy+0OFFgL5fub302R2y1/17XDzEeZ3z3GkHssOeWUU9Spp57qLHvmmWdUr9dTa621lrOc3j/11FPBeWl5aPzk5CTPR91EYmPMnFX3e+6556pDDz2Uc7znzJmjut2u+ud//mcW5NMF3cCQNzHopgYAAADQFoYS3v/xH//Bj6effppbi0m+9KUvDXtsoCWMurJ5EPo9khgvc7FJDJuxcjkLxU59wV6hrZhb3dxsV7G6ecT1ZE1pBLXXD9xULM/W02dObweSyGNDsZNWNufjMn3EhfhKqNI5iUc9D/Xn1k27VY++305iW43RvkhkzqEJheiWy7ivNwnxJFF9Okes3VPxTCKaWobxeynC+aAmhPiWgs39WkhYd43jTaK6oxyxzT8REsi6cnla+Tx1pk0Vc7MsK6DWDYpuI7hlCL7Nh9eRAKnoFiHmtoid/v78fG4RkVDkdjs3WjwxngsXlw63oIkw81zEhyxE6Od3l1VFt/MmtW/ATVVf0Mcff1wtWLDALqYiZzEot9mZgiJkCloXhsb7y6vMWTaGhPf3v/99dr3XX399zsc+4ogjWNz/+Z//uZoOTj/9dPXpT396WvYNAABgTEjQxzsHXRxPO+00tdVWW/GFuugPCQCmzBkPOdfO6r7qFM1Vsn10G0IIbuOG59qKWbGfOuJpiHdCzanz4cJCPOdDhSu43lKI63V8HB23pZgNM6fjZYGtP4quvJ0uS9t6sfPdTR1ro6rJteZzakR50lFzuq7oZo1OOyIB3qP1PS3Eqc55R7cTS3Q7sUyAkwg2IpzFtz6RqfhOkQLcuNqEEd4k0pfTcRm33RRC437e5S53GkLvVS8Xotu63aL6e/qcjpdVzJ0QcyPAZY63cLjlDZeY223d8LJK57nfrBdmHhDmtcPMiaoZKCFRXdSNoIn87ti5qDuHUiy6pfAOseaaa6qJiYmcu003qn032rD22msHx5MjvcYaaxSOMXNW2e8f//hHLtxG1dDf8Y538LI3vOEN6sEHH+R88ukS3pSvvmTJEsfx9qMLAAAAtJykuet1axxvKgJz2WWXcUVVAKbUITe9uAcRyUVzxObjtmJaWNrtTYUE4UKRyObw7erh5sb5Nm54uj/VjOvth5frAIBUfKeD+LUObyZXm51XrfnSkHOd780TdVVCYd8sHDNV3etSsnfqpCfdjpog0W10kXXItRhnAZ4+98kl51DzvhXQtC51vBPVTfpOCDm/NuebxLf+V3V56OtlMa+rmpPjTYJfi+306zd9vFOXm/K7SWinLngqtNOK7cb9FnnslUR31jpMFqjL3O5UcFsRrR1v41rT9xHq2+2EncdyuwcsquY434OEmY9xfvd0MG/ePG7jdfPNN6u99trLLqf3e+65Z3CbbbbZRn3rW99ylt100018g3vu3Ll2DM1BVcjlmG233bbyfilfnB4UXi4hwe5Hr00lFDlQFD0AAAAAzGQGFt5UwMVc6AFoRZ63j8lZLhL3rD2rhZtz7i7r51QQpaLbOOAiLJ0c5BquN88l7g76rrYU4ia/OxVWqdhm0U2fwQhsXq/zz3WIuf4wLKBZS2f/o7q0ns49/8GehZsb8caiWyu39HWHQ9XJ9e6S8NXfvwkrT8PPSXR3WIxPKhLZHAefuuYs0jNxYJalX5lwvPvpHZC0MBqJ9nQ/Rmxnud5ZWLnvcpt2ab74doupuUXnTDG1XF63cLhliLnyw81lyLgVvHGhXep2+26273bL+gFqxGHmVYXzoEUUC1NLpv4OOrm3dHOahDMJ5osvvphbeh1++OHW4aXiZpdffjm/p+VUAZy2o/xrKqR2ySWXqCuvvNLOefTRR6sddthBnXHGGSykqf3XLbfcou68887K+yW3fscdd1THHXcc9/CmUHPqH07HQRXRAQAAgGkjgeOdg9qUXHHFFerkk0+ejq8EzLY870HCzf08b/3HvA031yHeuml1lufth44XuN4sTEU8N0tXXZTMvLZjOKmXA7rTQ+zpc9JP2Cm2QpmkuXbjbU9na5s7HzQND++Jf6C4KFp6mI4G0f+IUfS1Hc/rTay5OT59bNqp59fkepM7r6u3k0jvdNNnI3T73UT1yO2mkPE+ud5UgC1h95tE97JOwo43PcipJrE8p0sh4wm/n5zo2uXkerPjrT+UccFlWDm75iV0evP4+YXJeWpZN3Wu059B5mzzay2q3ddGkGfh5VnhtKx6uXm/fHIiILi76c+mR19KKrBNv+5OT6cbGGebl9Exm/f69+U/6LuT7/l3lL3P1qXRDB3/fU+8Fg64ot8iv07rG/Az//7SsWnhNb1MCGr5upL7LEW5s2y4MPPS/O5ALvsg1N2e+m0/++yznJb15JNPqs0220zdcMMNLHQJWiZ7ay9atIjXk5t9/vnnc/9rysXeZ5997Bi64X3VVVepk046ia+/G220Efft3nrrrSvvl6A5SPi/733vU7/97W953ec+9zkrzpvg+eefV7/4xS+cPuUUzr766qtz2zQAAABgHK7XY+94v/TSS3wXne60U26YCYMz4K45GPtw8+COvfnquN6EdLrNe5PzHcr1Ni0PEvGZhUtp9HBRyHnOHZeh5lylXLjmtH9W5SLP27rh2vk2xdf4FoF26HXRNWla2vTtjp/MTa5vGi7OH42cax1mbvK/OY+bc721qO7NsaK72/FEuA7HZ4FuRLcukOY73ulXln4Hc/SYZf05apnN707FthmX9hx3c7hDopvCxI3DbQqnhVqG+aI7c7mF6Jbh5cLF9p3uXF63V908547XCDG3v1Hel+toF+Z2x3p3y/9+BnW7vfczOcxcQgXL6BGC0rV8yIm+//77C+fcd999+THofk2u+KWXXqpGCbVB23nnne17k79N/cNDnx0AAABoMwML74cfflhtscUW/PpHP/qRsw6F1sDYhJv7TpgR7CGhHapuPkChNdlmzMn7NqY1jzFh4mnxNSuqlS+ytegtCDlPW1O5Qpu0pRFtpjq5zd02y/UyYx6noeVajNudmZxv7Xxyzrc4nTSCXftUdPeTCRZMXRLw3b5Kel01oW9KmJBzK75tqzKKPEiFNYWeG8GdhpanIpzIlqffkRH2ofDfNOc6/eeN8rcnhdBOfwaZ2y3DyX3HW7rc5j3NLauW9wpEN1cy90W3CS+XIeaO++3eTJF53b4IV4OEmPuh6ap6brddF3pfZjobEe4vayrMfBaHro0rO+20k63KDgAAAMz26/XAwvt73/tes0cCZq1gHgl1q5v740Pbh8LNjdCWRdVCud9errd1vXXet434DlQ4r+V6m/BwIaxt5XJTWM0ErZsofC6ollrvHBrP+d6u+Dbdz7KCa/K0UJ42re9q9zkV4UmiRXc/FeTkehv3O6GQah1+njreRlibR+Z686EKIZ4eeup+F9HXwpuE9DIukpZ3us37dH3mdrPINtXPZXswI8K1021bhvW6kXzumOg2N3vM8ryL7TjUvgj3+r/XcrulGGc3Wv+Obei4yPkWVc6dfG7zehBRlauEXqDYGwozb/uFHAAAAGgNSXuv10P18f7973/PhV9++tOfssu96aabqg9/+MNq1VVXbe4IQWsYWZ73OISbm+0MsdZitk92to9UwJCkTZ/TwmvVXW+nuJoU4p2A2JY9uo0gM1XO++JYPfGdRsV3guKbRGeHw8ezYudWdJML3tGiW7vfJGbpPYlnI8Azx1u621J4Z863WS8xOd9GXBNzdHG15b0JtUz/7oyolq99x9sI7lRYa/EtXG673Djdtk93DdGtQ/vt9yUEePqbCORtB5ztYB53v7igWrSaeZHbLcPNQyHiRogjzBwAAAAAoFnhTblbu+66K1dEffOb38zhZJTXTcVZqLXJn/3Znw06NQADC/XCcHNZZK1KuHmoyJrcxs5l9GygtZhxvaUDLiqcc6h4wPXO5Xob6zvgenMhLK/wmnXJVTjk3I4zIemmyrmKiG/dXswR3500XJ7bkHHd8VR8U4uwVBgLp1sLcZP7TWKVBDe3Duv21TLf8U4/tOd6i+fEE+BCcBthzWHenOM9kYWaG9GtHW8/pNwX3PT5jBCXLjeL7cLK5RVEtxDNTl53IJRchphLUR4LM/eLp0Vzu53wc8/t5rEl1curOt5TEWZecixtLtYCAAAAtIVOi6/XAwtvqrr6zne+U/3TP/2TmjNHh3ROTnK182OOOUbdfvvtTR4naDujCFuvEm4u48Pl+GCouVZHHG7eqVZkrcz1Thtm51zvdLtsjCnAlnO9RbE0J+Rc9NE2Ief2cMT2MiRdH3hYfOuYdSni+evi+XUJtoRCshPO76ZTRMKXhLER3WYd54vrXt30mkVtV+d2s7vuu936tRbiMdfb+SpYNKff7TJuJ5YJcim4OT9eh6ObkHIjuE1YeVp02xXfRnTz18M53UOIbq/Iml/NvCzE3HexM8Fdw+1OAm63dLnlfwOByO5cdfOQ0Dbby/lkmHguBD2wf3+6Oj2nTf/0YRh2ewAAAADM2uv1UI63FN082Zw56hOf+AT3DgWzhJqCeezCzX33O1ZkTRcWq36cgdxvz/U2seCp+DWusha2nuvthp7r+dlRl/m4ncKQc+mG2sPk4mgVxHePKp7bLZxq5xSmzg62KaLGAp0KrGXutxXd3KPbFeAcci4ccCu8tQgnfNfbfx38CmSoeUc44V6RtZjDnWpEV3zzKRSVzFOxrThk3nw3A4nuWF53qIq5107MF+GO0JbOdxJxu5O4251VOI8UVCsrqsZV5iICPPRa3xALUtRyDAAAAABgzBlYeC9YsID7j2688cbO8scff1ytssoqTRwbAMVCPSSaY+HmdqUJ/S4INw+NjxVZs6Jc9PCOtBbzXW9boFuL41yFczpG247MrVzO05rWXxFRzWNEITW7nR+Yro8/V4zNvA/kfDvim45Rb8+r+PNT9W/tftN8tJ7FOxW16+QEOIkqXq6FN7WrNiKcD988a2vWLC9irhbe3GfbZBIIl9vmZ4sc7pDgzpZ7LrcW2ZnTrfPek/qi23+EXO+QEHf6dkdbjckCaiJ0XYZy9Qvcbpn77YWcO/+dFIWJ+727y9zuulTZXjr7A+9nyO0BAAAAMGuv1wML7/33318dfPDB6qyzzlLbbrst/9F85513quOOO069973vbfYoARjlH+RShBeFm1ctslbD9e7o8PKg6y3zs22Otw49FyHnWY52ohLtkvtVzoP53l5hNlvzrZ+J7VLxbaPldc63PHXUSYud8D5/znS+rm535gpwE2puHHA6PVJ8m9f0XFV4d3Te9/L+hFqubzW4ojsNJ5d52774tkKd7w1k4ts42+m6THSn4lrn9CfVRbcslBYMNXeEtC/Ck4jQzgty43ZL99tUMx/U7Q62Gqvauzu3uj9cNfOC+ducMwYAAAC0hU6Lr9cDC28S3PSH8wc+8AHO7Sbmzp2rPvKRj6i//du/bfIYwWyhatj6qKqbx4qsxeZmR9oIg4Dr7bcnC7jedl4WvqkQcpZr19vmeGvhZAS2DDmXOeFGQDuE8r1lH++uH4ZO4d8mpDwgvmkn3MM7kPNtCqBxeDlVPdcCsOMK8L7J99YCnF6zga7PqxHi6Wv9MQL/mhohboQ1j0uyUHPTesyEmEuBnX7dWXi5DSk3oeM6rJzPK3/WTHzb8HKqzs7fjRbdJtRcVRTdfnqAfC9umOTdcZnHLYR2pH2YzOc2ol2Gig/kdg9TVM3J967iWg9xJW3xHXQAAACgNSTtvV4PLLznzZunvvCFL6jTTz9d/fd//zc7V6961avUSiut1OwRAjXb87wbCzeXOaJa1KbOqzfOd70JK8i1660qfGYptiOut3Gu2dE21c8npNOdadhgoTUtmN1Q89SNlsut6DJfl3NexCF74tv0IAuJb3a4aQnlN3czV57Xa/fb5n7zqo4rwElkc446S/A0ZF0LayPC2VX3BLfvdqcyOftERlyn8yo12e+oXicV1vY0eiHn1s0WgtssMzcypNPN+9Nh5anTrUW3Ft82/9o63hHRbUR1LMzcz+sOCXNvXaeXF9tZaLrrdqf7l/neSX232zrcBW53naJqdUHONwAAAABmAEP18SZIaL/+9a9v5mgAGIdwc7usguvtiInBcr1NDncScL15eUGhNb8adk5sBwqpyWJrHFYeajFmtrMrhPhmMZ3mmJObm7YT02HnXeF+02DO7dY55qaHuBHgbIynApx8bZazJLpZbKfrlQg3t4JaCG8Tkh76SiZ0qHmv11WT+iZA+lVnTrcMLzfuthHmOcFtwsq1oOY5+q7TbUPLhQA3oeJRp7tAdOfyuh0R7oeRixDzkoJqjtttIyf0OfWLpk2F2y0ZNMy89HgaCD0b0zvoAAAAQGtI2nu9riW8lyxZoj7zmc+olVdemV8XQT29AZjOcPNKRdYGXZ6qrtSeHibXW4eKc1Q0z6kFnC6cZnO7Tci5uUHghJz74eZGvKSutyPMvWJrRmS7nrFYbnLOGRNebjO8eXJbEK6rRagW37biumw5pkW3FeA6jrpLnyG1wtNn7exLIc5H4H01scrmJKQn0tAENdnvcqi5Ed72ucDdzoS2J7iFEDcim0W3CTV38rqNSHZd71LRHXKzve1YdMse4L7zLUW2mNPN9c5Etu+CO252Xbc79N+O8+UE3O5Rh5m3PHQNAAAAaA1Je6/XtYT3Aw88oJYvX25fxzAho2AWMYbh5uGxnovNf8/rcPMqRdaME+hXRB/E9TZiWdvY7G6XFFoLhZyn1dFF0TXCVlzvuGJb9u0uEd/WsRaOOItl868ZO9xaFHOhNHMzwYhrEv76vZ6LN+sZ0U1C3ET9pyI+dbqFsy1fe8cnXXAfLphGO5xIq5obV9yIafPad7cdwW1Cyj3Bbc+z7tltRa9e5/TdDrQL85+dhxXEecGdjffzut3xVULMTUE1e2EKhZbHCqiVYVqISTEdEvG574ybrUfXZ9M3GKYOAAAAADCOwvt73/te8DUArSJWZC3kelcV/dL1FoXXTAsxK54jhdZyIee+281p0qKquRXgWgDLcHITDm5uEkTEt3W7jfg27rUNK08/k44Zt73IbJsz43jTIUkBbgS92ZmsMSdccOU43fkw87JCeizmJ9Jz3tdh5zLE3Ipt870I0R0V3MbhNgEPepnjclu326wT4eaOQM5XLvdFt+9mR/O6c2HkYllZiLlfEd0T2laMl7ndSU23O/uiCr7EGr27y1zzFt9BBwAAAFpD0t7r9cA53tTDe+HChUF3m9att956wx4baLnrXXeeyq63F26eTZC4Ylq41znXWxZVM+NNSDXPoV1v2dO7zPWWTrcuJpZ0uyKk2/QH005yT4tZHdLNctz09NZ2N+VI9004OhdloyrifmG1NF/aikrrkqev+UmKb12dnLfxXptjZeFM500Lfj4Xerkdo4U0O9lmvXHH7WsjxFP32/5LyU549jovust/RpzjPVepyWUTatIqbPNTML8VPZlxsM3PRIpp2Svd5HTbkG09pmfEq3HDvQJqflswKbRD4eTB96JiuV2ehZx36ffiVTZnp1u74DYvXI9Ll8n1fVdU95J6otsUVZPrzAnlZZ6IFq64bSPm/3da1e2uEKre5vYkAAAAQFvotPh6PbDwXrRokXryySfVK17xCmf5s88+y+t6Pb/kEQANi/iiMVJ8h/oJSydbC8eBQs4n/GrnNcT3RJbrnRYtS8Ve6g6nI8uc7zQ0XQtDCuHWueI259tpFZb52bkCamasE8udf83bKdcBtzckujL8XApr7Syb0HEdXm7dbnO/wSxTQrSne03/V9zkq9LHW/vxqt/rer+BLNzcONlGbFtXW4hqX3DzDNYF10KYKrvLkHMvr9rJ3w453smAottf5uRwV3W6jTPuudvOyYyI7txJD4SYB7+cOqHrY3r1BAAAAACYCuHNzlvA7X7++efVCiusMOi0AAxOlbDvWPG0QUPOTZG10A0ALcZDIeZmW3aojQhnfZGFjnNhtUCxNRbnacC3CBvPemrzLF2v4JpwuI3glg63CTvnuczhycJqUgNrF1yG8bDYNuHnNrw8IMC999bZps8mxDjvUohw/1n2645+feZOiMzVVnlnOyq2/XW+4PZCwx3xHAkrD4aai7HhUHQ/HFwsE63DZHi5cbXNOEdY277gWRSADS0POdtFwtd3u+Vy+ToUMu673VLM13G73UHxYwUAAAAAmEnC21QzJ9F98sknO327yeW+55571BZbbNHsUYJWhpvXLbBWe5sqItuM8V3v2Dw50S3m913vWHV06XobF9jkgNueW/lia+x+0zH6lc5F0TUWhmZXsuCadb/TPHDpdjvVy2UxNa0xdeq2u0y3DrPz2A+V3mDQtdLCAlyHymciXOeDmznM6RW53vI0V6/daG6amIrl5sSY/Hpx80AI6pzY9gS562iL4mkhl7ugoJov0MOi3BXdjhDXojsT11lRNd/9doqpabFsQ8zN+0Hyun2KCqrJ5VVpIrfbzuXeLBoImO8AAADAaEnae72uLbxNNXNyvH/4wx+qefPm2XX0evPNN1d//dd/3exRgtnJIOHmdVzvQIXz3DxlrrcV295xOLngBSHnpp+3Xpdq16zYmuzvHax0bvLAtdttne7sQDKhHRDfVjwLkc2v6eOINGhd8y3uQtuwc6HSfQFuC6cFRLi12k0uuBDi8jnTzRky7FyuNAfLrb7ywtsJN9fnrFBwO2LZDS1nEWxyuaXbLUW6n+OtqoeXO/sKiG63Knq+gnlhiLn5nQqRXZkyt5vnruh2++PlblDJHAAAAAAznNrC21Qz/9CHPqTOPfdctcoqq4ziuABo1CkfyPWukuvtHlhWaK1OOLuf9y1CzmP53ia0XA+1+d8m79s63br4WUh8O0LXtBYzh27uIWgxZ4u1ec8m55vfkxjsBAS4rmpuRHfqZGcueHoDQbjgfFhG/Zq4c7Pcb3nmRR3wR/Ni1Tn/OiC2A8530N12Xnu53P76ApfbF++xKuaFolu0EnPyuU0vblksTYjufL9uIcqdYmdDVDH3w8v99/6YqXS7W16sBQAAAGgLnRZfr+fUDTP/zGc+o1ZeeWW12mqrqVNOOSU69uyzz27i+MBMZMTh5qX78wWzGTZo/mfI9TbzStfbbzVmjyfueivx3hZY0054Ub63LLaW5XDLompabJMYngiLb1NwLe3NHc6ldvK+hettnukfNtb3UoT7AtwR4Sa/u8gF1zuTIed2sTh3zkH735lYpVt7OZvLaWJiW4/rBKuZ50PFHUc85HLHQssLiqaFRDdXUJfvjcPtF1PrS9Gc5XVnx5Lv011JdEtkJXPzu3d++/H2YTm3W+aCj6rQ2pheiAEAAADQ/uv1nLph5suXL+fXDz74YHRcqOgaAFPWWqzSvPlCZ5Vd77JCa+x6e3NHxLdTXE15Vc6N+DTVzGW+tyi2lorxzuDiOxGnWVQ2d/K6Rei5SUNnUS4rlMtlUoALEW6FdvrhhSOeTuxWNjc3N+QXJ0PJi79iO40Wqna5cLut021CsVXA3S4S3ObZ7CNXBE0IcC+03LrWoaJpdUW3t725GWNFtxbNNsRc/C6lAK+EFOKSWDXzId1uJ8w8tr90YPX5AQAAAADGWXibMHP/NQDDMBLXu+CP+I7M6y7K8/bnMG2z/JBzK6wjhdaq3IjyQ84DLcb8fG9TbC0NEfdajBWI73z4drrMutl+3rcXem7FslknH8ZplgLcCEEt0mWP76xjmHC7bWS4yGmXx2uOuUTHaR+fz4XvYpspzHtbJK5MbJvxjtitIKh9JzyQA257cjvCOxPSRaKbcv2rFlOTed/S4R4oxFz27Ra/4/S3EurNXeB2jxr5GxhmDgAAAACMjqS91+uB24kB0FS4+UjmGqS1WBXX284vQs5tGHqg0FpZyLmpZu6HnNv1Wch56mbrKuGi2FoqhtLjti3GYuK767viIsxbqlyR9+0s06LYhJmnTnUotNwT5I6TnRfhTii6GRN6tmZ1hZsZ5v6CcKPTCfTypEBsq4qCW7rcoarmZruy9mFJXHTbQmoFojtztfVcelmomFour9sWXysQ3T5+QTX5Ww+53XWIud2B4mxi4KzOGQMAAADaQqfF1+uBhfcf//hHrkRs2on96le/Utdcc43aZJNN1K677trkMQLQqEBv1PX218ljqRJyrv9lCIpvU/Fc5Hvniq1xOHfHiusi8S2Pz4pvGQrOY9K5ZZi5E3ou3G/+yEZrCSHuu+AyHF264M4+/OgAKdT5vXZK/eJqBZifgnWkzQR6/3baWF63Kg8xt4JYiOPcc8jldtxxLbqddTVFt3C6/QrmwWJqIq/b+X3GhLIjyj1hHQoxH8TtLsvvBgAAAACYwQwsvPfcc0+19957q8MPP1z9/ve/V1tvvbWaO3eueuaZZ7iw2kc+8pFmjxTM7iJro3K9Yw52zPUOFVojfNc754LnQ85ZVAvN4ohvPgYv3ztQbI2db6pgrvdVJL7t6+wAbKi6OQBTcE2GnvtOde51v9jpdpzt0EOEopu5jQlu92Xta+97C329VlSb70C7/WKd+fhOjrfYPuh6x0R4PxJWXii2pUPtFlmzLnWuT3dcdKfLtaA2+dxlxdRiIrxOiLl9L9aH2ofZYYH2Ye6Akbjd6Tj3+x+IMb2DDgAAALSGpL3X64Fjge+//361/fbb8+uvf/3raq211mLX+/LLL+c2YwCMGhLrgYUFGwT+qC8KhfUdushc9n1OiHjCoag6dGD+zL0M5Ova127VattuyuQLm+3910LUSfGYPcQ2/jraNjfe60Udee0s6+lHbH6zTozr9rKHs04+9Dw0hnDG+tv4bbx6+ePj7YseIszciufYebHn2j3vmSjPfz9VRHf6nWeC2RXdSbnoLsrr9v+bkL/r2G/ZDzsvE9qe2x0tqDbIvwka+/0M+QAAAADA6Oi0+Ho9sOP94osv2h7eN910E7vf3W5XveUtb2EBDkBdRuZ6Vx4byNv255KutxQXsuCaKbTG672Qcys0THi3216sKN/bhp/3EpVMWL/bFk7TPrfrfMtq58p7rauOd3RxNSenW4ae++63VwTNCUkvCDO3H8h3wQmZKx56DrXpLvs+TTCCEcfOJHqdOfV6fWGed1m4uR9WHnC582LaXe6KcTc/u0h022Jqdm63mFpt0e2cqxGHmJfRhNsNAAAAADBTHe9XvepV6tprr1WPP/64uvHGG9XixYt5+dNPP60WLFjQ5DGCmcyI/zAemes9SF5qTCBwvnfYPZSuduZmu8tCzndIjPnOd+q8ZuJNtqryxZ90xau439ZFjrm7Abc454JL17lX4HYHHeNqDyJ0XCHn2x6rf3wRZ95xuWPufe48eufZd8B7kSgF68iHRXfaqzwsuoM9un3RHXS2a4aY+89VKXK7685VRNLQAwAAAACjI2nv9Xpgx/tTn/qUOuCAA9Sxxx6r3va2t6ltttnGut9vfOMbmzxGMIsYG9e71vx6G+mC2zzxSL63GROoal7J+e5rx1sWWyNRRlNOpM63yek2rcbYtdYudtrPO3O0053IdcK59tzvnNOtAu62MPhDTnmu0nm3KL9bhQurFVne0rU2gl6sMx/Xvg+43HaM727L+UPOdW65XwDNd8Gz8HI/99uuYzc9LrpTxzsiuo0wN19IxNkO5nX7IebyhpQvwEPPddzuMpE9rNvdxIV4TC/kAAAAQGtI2nu9Hlh477vvvmq77bZTTz75pNpiiy3s8re//e1qr732aur4QBtosrVYVbFe1te7rCq5XFZUaI3w+3qHXsdajEn1qIupVRbfLMDyxdYohDwnvkmQTWjxzfvywsvNCtnrOyiWhQBPvBDxUHi52d58rFi4uj2wgKjXr+1UFevlWU1vXWT53ZaL71ylc3+5F04eXi4iC3LC2ws598Y6AjxU0VyKaFNQLSK6gyHkoXZiIUEdyuuW6+1yTwjHRLczxo06GcbtLsrvJprI+RrXnDEAAACgLXRafL0eqo/3CiusoL773e+q888/X3U6HW4ldvDBB6tVV121uSMEs45BXO9K4tsXDJS7LFuLWaGt//ivUuXcbCe3kRgdYfp7c1415Xzr5T06xk567Hw8nvPNwiht78WCWydHp2LViHs9n9NjO1EJz6uFKq034pbW02fppEKtT/niZlsS6VpgUx65uyzLy6ZtzXvOJ/cql+fHi/saZrl5rZ+l8M5OQH6ZfVkiwG3B+UnRy9t+/+b8ivdGXKviPO+QOM8c7Arutr9NvzyX21ke6NPNz3Z8xUJqsWJqfk53zOmWYp5+/877Ck53lVSPim53megGAAAAAJhuBrYh7733XrXRRhupf/iHf1C//e1vuY0YvaZlVPEcgGHCQkv/kG4id7yqy1YkJkJ5rUFhEgrdzb/P5XxrivK+Obe3F6l2bsKQRY4xCza/WrbMQ7bCryA3uSB3OZTzHcyfNutErrO/zq9mHszXLqo2riJV0GU+uZ9vHcrzjuSwZ9vHz1F2jkVIuTy3oe8hILp5fS8iuqu2DIstk7/XWE53kege1OmuUsm8qYJqLc4ZAwAAAFpD0t7r9cCON+V2v/Od71T/9E//pObMSaeZnJxUhxxyiDrmmGPU7bff3uRxAlBK1PWu0Nvbcb6L8r1959sPKw9VRo+FnXNIdz4nPJTzza44udiB0HOqSm6qnZucbOrHbeue05iuHmM+A7nrJNhs1fJ0LZviMp/buOTsqLt53vlQ9EAeeCCv2+Zwy9DyxFtnPrp4bQ4lOyehX4H5QsVqI6K99TyF52rbZd7ruPutvwu/crnz7IeU+w62vFlSIaw8KLprtAyTy+TvOpTTHVpf1bXOfScBoT5Irrc/vKrb3cSFeEwv5AAAAEBrSNp7vZ4zjOMtRTdPNmeO+sQnPqG22mqrpo4PzOJc79KQ84a2yU9SIqTLtpPbEKbomt9mjOPAXXFt5qklvrXItA3HaL1Wnlb8Jm7LMVdoh4VzLp87JsDNgYTywPW6oAj3tzMi3Cy3n9t5ysLOS/5RNWKZHHV65LaJCW29rjj/Ox9SXia4w2HjsqJ5PLS8THSb5bVFt5/X7ed0y5Bz894u90S3GFu3mFq0wwDahwEAAACgJQwsvKll2GOPPaY23nhjZzm1FzP9vQEYC4pcbyGog/nezjyBfG/To9us88W3P5ez775Ww9JBzMR5VfFteoH74tv067aF14QjrhPBbY51miqeFltzRHlApJObbpfzIXgOuHW2Kc9chUW4Cjvg9rVZrwbM8Q453jHRHRLagWVW+KpmBHf+fYnoLmoXVkN0O7/nUF53SHT7IelyDm9Z3RDzKBVEd53c7jYXawEAAADaQqfF1+uBc7z3339/LqR29dVXs9j+9a9/ra666ioONX/ve9/b7FGC9tBkrndkrkp/jNdtMVa0ve/q1cn39t1ET+yE+nwTud7eXp9vNwTZE2leiyvr+Pq53rH3Mkc5lyPu5knnt/fG+nnWske4zAOvm+Pdj+R4B48ty+m2xyJzsHtlOe4l56joXJp8brsPkY+v87nZEa8iumWBswLRnSumFvpNJyWvI/9NWNFdI8Q8mtvdNElDj5pccMEFatGiRVyMdMstt1R33HFH4fjbbruNx9H4DTfcUF100UW5Md/4xjfUpptuqubPn8/P11xzzUD7/elPf8opY1QQlW6Yv+Utb+Eb6gAAAMC0kUzP9dpw+umnczFjSp0eG+F91llnqb333lt94AMfUBtssIFaf/311Qc/+EFuM3bGGWc0e5QAjJKYCKiQy1qranNIfNP2oaJVZeI7JLiriG8j7oSok4JP2eU1BXhJATYpfLuB/UoR7hRY61UQ4LGH6d0duyFgRL/YR/TYIp+l1jkJudyyN3fI5Xa2Gd7pDopux82uUUwtdKPJ/vYL1lX6721Atzu0v2mEbkzThfvEE09UDzzwgNp+++3VbrvtFhW3jz76qNp99915HI0/4YQT1FFHHcVC23D33Xfzje8DDzxQPfTQQ/y83377qXvuuafWfv/7v/+bW4JS1Nqtt97Kc5188sks1AEAAIDZyA9+8AN18cUXqze84Q0jmX9g4T1v3jz1hS98Qf3ud79TDz74IF/cqbo5VTanu/AAjJ3rHQo5ryMG/GWFxxURKaHtBxHfcnlEiFunVIrsgPsdCnF2q54PIsArOMRS7OrjS4VvRERLVzrkcHvLnJBxvzq5I57Dx1wu8MsFt3Nugy63t3/P5a4lum1I/QCi24SYx0S3/W8mIrqLIkDkdlWoEI0ySPswc3Nj2Ecdzj77bI4Mo0gward5zjnnqIULF6oLL7wwOJ7c7fXWW4/H0Xja7sMf/jDf6DbQul122UUdf/zxLJrp+e1vfzsvr7NfEuUk8s8880z1xje+kd31d7zjHeoVr3hF7XMLAAAANEVnGq7XxPPPP6/e9773cQ2zl73sZeMhvF988UX10Y9+VP3pn/4pX6Dpwr7OOuvwnYGVVlppJAcJwCAM09s3GP4aC5WNud4h8e2v812+AZzvYJsx216sPPTcDaUOuN/CoQ0KcNmGKyhoy8O8g4LWc5+jorxgXiLnYvfCc4ZC3PMiPKkluONh5ek692ZH3uV2WohZdzzsbPN3GfhtOMtLfmPB36F5LhHd/N9BWV53nRtc2UA1bqFrzz33nPNYunRpbnfLli1T9913n1q8eLGznN7fddddwUMkN9sfv+uuu3Ix0+XLlxeOMXNW2W+/31ff/va31Wte8xrelq7lW2+9tbr22mvrn1cAAACgSZKpvV4bSN/SDeg///M/H9n3WVt4n3LKKeqyyy7jA3vPe96jbr75ZvWRj3xkNEcH2ssUuN61x8b++C9y7sqqOFcV37He4EXiO7SMBXa/MPRcCs/U2c7nfUuHVoafhwVlRIxaIVsevu064HFBTUI5Hw4eftA4IibQK4esl32+QEh5THD70QV2e+NyO5EHeZeb87h74fByVbd6ufPbChREC90cKhLdof9m6oruYQqqNSXQK0DuMeVFmwflg/k888wzqtfrqbXWWstZTu+feuqp4Ly0PDSeWnXSfEVjzJxV9vv000/znf2//du/VX/xF3+hbrrpJrXXXntx+hjlmAMAAABtYGGF6zVBdcruv//+6Pppq2r+zW9+U11yySUsuon3v//96q1vfStf6CcmJkZxjAAM3KosGnJuxvp9vatUOfdbjPm9vc2cZn1RpXM5Vvb3NpXHrYApqHYul5FC07uQ4/jIE1E9XFY9lxW7narnWUVz3tb0/abPantvpxs5721Vcl0y3RyM+Xo6+ni9aufy2aluLtd7b50x2fR29/xs3G/vp+BXMc/ea8EuQ9VFOzI5zu5L3AzJ5XCrgorl+rs1ItoR3OZYYi63WV+0rKro9p3v2I0jZ1mFG1XTWUwtdwz538BAc+juHdTZw1CUXkUFWpwp+L+jTq3x/vIqcxaNIceb2HPPPdWxxx7Lr7fYYgt2xCncfccdd4weHwAAANCm6/Xjjz+ujj76aL4JPeo6J7WFNx0cFWoxvPnNb+b+3b/5zW/4rgIAo6KRHt0hfPHt7LOkxZg/vqr4jojqUvFNmHZeLLQzhWjFqN/nWwjyYMsx0l26vxe3AOvr5mGi7VjaAiwgwFl0Bvp9ywbjZrkU4fpzpKpSCu9Q37DI+5KOYka82hxxuU7+gx4Q2nL7mNiWy/kcyGXGvbZCXISUq5oF1Mwx+i43UUWIVxHd8lwURWsEcKI9iqJDwhsXrGvW7ZY/s0Ex29NFXF7IQ6y55pp8M9p3t8lt9t1ow9prrx0cT9fYNdZYo3CMmbPKfmkMzUkV0SWUD37nnXcWfi4AAABglHSm+HpN6Vl0jaQOIAYylG+//XZ13nnncXh6U+Zy7VBzOhAqrCahCziFwgEwakZWaM1ZV+E2my9GgrmtkbDz0Ot+xbBzsdwRZeJROfRchzgHq54LASdDymWIdLwCuh9OHq9ini965udf+7nZVcPDPeFdGJauVHcy3pIsV/ldhIibkHy7zAspz+d9ewXUZNi5yeX2Xe5IaHmafx8JL/dFtzMmILrlOOd3XSGvO/T7HySv2wlzH65n9zhA10m6iFM6loTeb7vttsFtttlmm9x4ugO/1VZbqblz5xaOMXNW2S+NedOb3qQeeeQRZ8zPfvYz7lACAAAAzBbe/va3qx/+8IdcLNw86LpLhdbodZMR3bUdb3K7qG2YtOpfeukldfjhh6uVV17ZCUkHYJDw8Clj1CHncl7pfMvtCLvcc755+27+9pjdlxtO7gwJLJfud4eWd8ix7miBmjncFF7O/rYWgEmnk45PPAdcv0/D0fMh6HKMPQB+Np9bfB55+PI2Z+7nIULZS7DC2+Sne8udKUsc8GAYunS0RVswMy7qcOs5nRseqoLLXbSsTHTbbSOiW3y2KRHdPsOI6qq53Q2GrlVlyZIl3O6LLuAkmKlFCbX0ouslQRXJn3jiCXX55Zfze1pOd9dpu0MPPZQLqVFq15VXXmnnpHC4HXbYgdt2Uqj4ddddp2655RbHqS7bL3HcccdxWzKaa+edd1bf+c531Le+9S1uLQYAAABMG8nUXq9XWWUVtdlmmznLSNNSpJm/fMqF90EHHZRbRnneAEyV+C4MOR9GzA8iviNzOOI7OC6Q7+2Lb17W1+JbhJzbOVSp+Fa9VDjL0HPl5X6zbpF53zpc3IafRwW4EVap4GYH3IaR6/Uxoe2898S0PLehfzirCm+zG9NezDucoMgW+ywV28oT3MFxBYJbRULLQy3AYsvM8UnRHcvVHrXo9n+fRaJ7CkPMDYO2F/HnqAMJ22effVaddtpp6sknn+QL+A033GBdZVome2svWrSI11Pe9fnnn6/WXXddde6556p99tnHjiHXmorAnHTSSdx3e6ONNuK+3VSVvOp+CSqmRvncVEiGeoW/9rWv5X7h1NsbAAAAmC4603C9nipqC+9LL710NEcCwHQUWhs239t3vcUctfO964hvZ6yX813kfus5Hfd7Qud9G0HYqSDAtUPOr02Otz6ukAjP3O/03Nn35rM4wjspF9klufZyGhPyHZo+/S4r5nxLsV2Y421EakXBbbYz4rRKsTTH2W5AdDvzVRTdzjn0ti2i5SHmPkcccQQ/QlCHEB8qbEaVVYvYd999+THofg3UI5weAAAAAMgYVfRXbeENwNi73gVz5rYzf+jLsVJ8S6FbRXybsUakdNP5OySciW6B8y2hvF7epzkWaiNljlMvs4XX0mUds4xdbiHASRzzMQlhbCqd8xx6O1NMjeYnUa5LoXe0ELefzahHKsLGIeXkhOtTYjYzp8+KcH3+jAstnXEKVveqmtuvJyq8VSldvZPuZMKPIuHtLHeEoLeuwNW2r6W49oX2ICHldht3Xba/SNVy81nMb9wPQZfLTAqEvywmuH2nPFKErXJOd4RGW4dNQ6g5AAAAAAa41ibtvF5DeIP25ntXFd/DhJ0XhY5Xcb/ltr4jboV91iIsV/Xc7E+vyrUSIyqGoPvVz427zeK75zvh6fEZze474fZ9yOUWOd1ZqyR9cP73EvqabIh7McaFloXW7Dq5uXCrc+uj7rc451JwO8I827+dS25fNaTcbhty0j2XO7esoug2jEp0V8ET0yNxusf0QgwAAACA9l+vIbzBjKWSgC6odJ5zvn2RXkV8hwS0NzbbPCC+7b70cUpBnxPfoZZjgTB1nifcXkzi54azmCNxXUGAs0vN63UxNvlxi0R4uqN0mB9uLoS4OcDct8ufV9UvrkYRBM6X4Y2NCe0ysW3We+623b8MJc+J2oCjXcflDrXwionuWC63DBEfVnTLU1aW0+2L6jqiu8Dtnulh6QAAAABoLxDeoN0h53W2rbn/yuJbCPic+LaTRcLWDSHxXaHqeRX3WwrtSgKc16fF2GQ1dONq+yLc7oj3HxLiniNuPoOvzXTYemXMZzXtz3zEOa4itJ1lOZEdcLfrCG59g8BfVsvl9kW3J6ALRbd/TgYR3Xr5sKK7kEFCzGdBsRYAAACgLXRafL2G8AazI+R80P0XuN7udoOKb719qOiadLLt8ehnK3ZN4bXAZ6nifpNTq481134sJMDNMpUX4OyAJ3kRzjnmeqwJcWc3vESIO6dXivKKZGJY9Cr38UV2mdDW5yxdJ86h526723putVnmC/uCdVGX2xfjodByf5yzXoyvIrolRfnb45LX7Wyfj3QYaA4AAAAAjI6kvdfraWyinIfamrzpTW/ifmqveMUr1Lve9S71yCOPOGOohzgVapKPt7zlLdN2zGD6aTy81P8DP+fQVSgeVeAiposirmBIEAXX+5WoPdEWEmosPrUItC2s3HXsunrrqNq2v84uo7mNsNX9snmcXmcrihthSMvMw2wjH2Y78TCO9SAPwr7W/5A784vPFToG3sZ8vtxxZZ85PVd6bn1+eJmZ25x7Pg96nf4enPEi5Dy/XaSIWpHo9n8P8hgCedmlorvIJS/678GfJ9ugsf+Wy7Y1d9CHfQAAAABgdHRafL0eK8f7tttuUx/96EdZfE9OTqoTTzxRLV68WP3kJz/hRuaGv/iLv3Dams2bN2+ajhjM9JDzytsN0uM75nwTpuCaaRMmxxQ538G8bxF2znMLB90ef8T9NiuFix8qvhZcVxSG7ueCGydcf07rhqu8I25PsR5v3XFJt57j7ed4Ow63Pn5zbNkYud4LJa8QTm73U3VdLKy8rCia72rXcbnlZxlSdDsMILoLGdbtBgAAAACYZsZKeH/nO99x3pO4Juf7vvvuUzvssINdPn/+fLX22mtPwxGCNoacB8X3oMXWvOVl1c7ta6Ko13co7Jy39cLO/RB2H6/yeVnxNV9km+MIbWvPTIEI59VGiKtAWLryxHjugDRCoMfoTJiQcO1Qh/DDxr3lsbxtu64snLyqGNfbBwW3Py63riAPu2okhf2I9XO67duQoJfzuINVZSqMreSUtzh0DQAAAGgNSXuv12MlvH3+8Ic/8PPqq6+ea2pOgny11VZTO+64o/rc5z7H70MsXbqUH4bnnnuOn+euMNG8sAPNEsqlLtsk4F7PXWGOeJ6Mfu9B5zs0Vo7zjpFzt0Pr/GrlYi5nG5nzHZvDX8e9tf1lxv0uGCPW2X7Ztpd3/tk40FYAi/V2nTxd/nahbbUQD54bf5uazJ3oZM9zjdsemDwksuXyCbOddzOAX6f90Vm4T4hl9tnbzlkujod6oid1XGspuify6QXBbcRYuZzXGdHdLRHd4iaSwNm2THjLsc7imEAv/nfa2W5+X6kXZ1+xFgAAAKAtdFp8vR5b4U1thZYsWaK22247tdlmm9nlu+22m3r3u9+t1l9/ffXoo4+qk08+Wb3tbW9jV5yc8FDe+Kc//enc8gPP31OttNJKI/8cYHz40D/tNd2HAKaBg//qtTjvs4QXX3xR/fsBV033YQAAAAAAzBzhfeSRR6qHH35Y3Xnnnc7y/fff374mQb7VVluxCP/2t7+t9t5779w8xx9/PAt46XgvXLhQ/ctHr1NqKRzv2eB8k9NNovvSQ69Ry1+alIMKt/NWjM75FvPY7UIusB1f4HwHnwPut//srXMc8IK52c2WHz3mksc+kyboig/5G5g7r6s+/JGN1Zcu/H9q+TLRXssnFDrOywM58qFQcvM6KVkfDDsX6+uElcfmrprP7X0mdqxD+dxyjrLQ9Nx21ULMh6lintuWHO9ZGLrWdpLJSfffCNBqdt90x+k+BDANJD3U8phNTCbLlFIPzrrr9VgK74997GPq+uuvV7fffrt65StfWTh2nXXWYeH985//PLieXPCQE778pZ5S9ADjzwApASEBTaJ7+R+LhXds24HEd3dY8R2Ym597eQFeEEZuxxcJ8OB2QhAXhcCXhJo7YeX+H8/+vILSP7Q7Jf/galFG/62z8C4srhbInQ+NLRCw0dzu2LjaxdMqtAoLCeZgaHmSF8+D5nSPi+gOHONsuZADAAAArSFp7/V6zriFl5PovuaaaziPe9GiRaXbPPvss+rxxx9nAQ5ayqiqnEfmjW5bdhyyeFrVgmuGWJ/vUNE1QhZeM/M78+lnp0+4LL4WmDOwXa4CuinC5n1W+8oWY1O5gmw8Th6/M9581uxQHIEa7J2uCjHbOy25QsREtvmcoddlYlu+jo3ldUVudYng9vfru9yx4yqqXj6TRTcAAAAAwBgzVsKbWoldccUV6rrrruNe3k899RQvX3XVVdWKK66onn/+eXXqqaeqffbZh4X2L3/5S3XCCSeoNddcU+21F/J3W80UthibUvHtCOlMaFvxzWOFUDZjzVxSfMdajvGc5ogqtB4rEOCOsJaV0H1xbau9eyK8ZLwx5/Nud0BoFf0c6PhNCzF69tqJ2f06uyh4X+aAR9xtZ3xl4ewJ7tC2IUFdGloecLlDc8p5WiS621ysBQAAAGgLnRZfr8dKeF944YX8vNNOO+Xain3wgx9UExMT6oc//KG6/PLL1e9//3sW3zvvvLO6+uqrWagDUPuP9AIhXUl8+y3GBnW+neXpnEYcWfe7Tr9vidPzO8kLcMcVL3HOi1zwAL6odgW1EOO+g17mduv5ajneZj8hIiI7dyx1w86ddQWuOD3XEdz+toOElnvLhxbd495/u8WhawAAAEBrSNp7vR67UPMiyPW+8cYbp+x4wCzo7T3m4rtS6LkvvkPuN8+pD8YX4NL9jiH1UywMPSakY+52KDQ9dBxVRHgIKUh9wRj6XHVdcE+sF4ptuSw2rkhwh7b3HerosRWElofmqSK6Q/9WB9uGNRsmjhBzAAAAAMxUxkp4A1CK+WO+hgCv9Md6wbxm+5wA98W3QTrTvKEJu9YOdi7EXO9bLuc5xa662ZuOEcosdKWI7eWLuIUEMIVdO3nYRsjJKuhC5IvP4IzTyztyHB2mmDuX7y0xYtx774thV2xXF22dCXO+EtXp1XC8Q++ruOBVRbYc64vtWnMM6XBXENyVHO4mBHeJM96E4HYiH4aYAwAAAACjo9Pi6zWEN5g1DPvHe9D9DrnlvgNex/0mqjrgdrmeOFZ8zXfBq4ahOy57yckJOOI8hRxTFGoeOE/Ocnm8VXHCuIvaTBWLbN5tTPzy+BKBHBTmA4aTlxVPqyu45XyDhJXPENHd9tA1AAAAoDUk7b1eQ3iDWRV2XlpwrWTeJsW3435LQVkUfk7E8r9DYeYhN90X4F5ht5wA55fi8w0ownlX/tgyMT6oCGexbY6noId3mcj298nblAhs/3VIcAfd7wEEt3w9jMvtMZDojs41uOgGAAAAAGgLEN5g1jGt4psocnVjud/Oukj+d6j4mtmuigDnufVzTsiHXPDA9j5OWDsfXC4fvlyMxyjZtxXeFQV2ZVd3QLFdOCYZXHCLuQoLpxWJ7jrh5TUqkg8rupvM6W5zlVQAAACgLXRafL2G8AazstjatIlvHifbbYmw87qh537rsZAgriLADaFCbDzW+UDiZbe6AI9MERXjRTcpav6jm/4DXuJi83FVFOJNi+0GBPdAoeVlgrtForvtoWsAAABAa0jae72G8AZgnMV3Rfc7l/ddV4B3isbGHG6vJ7hhkHshUR0WOHdVkWI2Jn5D4+suCxVK88fVCU8vqh5eJroHdLlzVL4x0XxOd+n2hRuO6ZUWAAAAALMeCG8wsxml6z3o/AOKb8IpusYLqhdec/K+/X0WCfCy8HP7GcTrWC54U0I8tt9a24nc51Aetc/AoecV3O1RC+46LncTrcLSjfLLxtHpngWhawAAAEBb6LT4eg3hDWY+o+rv3VSfb4N0jqtUPK/jfnt53+liL/zc38YXfH74ecwF523E55IfU+aD83txDKHxVfDPQZ3tzLPveheNrys4BxHbue36gwtuf781XO6Bi6iNo+gum7/FoWsAAABAa0jae72G8AbtYFRVzpsW33XbjZn1Re63nJeXDyDAZfi5mTsmuquK8NxKsyhwTkZx36Su8K6av1wmTovEc8V86yIxPxKXe8h87iZE91CgOjoAAAAAxhwIb9AexlV8E8O0G4uMCYaJm7nrCHDf2TZzl7ngRfngZh/BAm4VxfiwwtwX3mVuaky8VQo3H1BsNyG4c9uV3ygYR9E9qhDz2RC6BgAAALSFTouv1xDeoF2Mo/geot1YJfe7qPBaFQFe5GzHXHB/fFFrMkn0qykRZ2XCvEqOdxUBGM1vL8n/rlSErX4O91Bh5YH9NF25fCxEd1W3u8WhawAAAEBrSNp7vYbwBu1jJovvQdzvUOG1YQR4XREeEt2xZSGBVdaOLOaSl5EYV7+fbT9ouHls2zLxXeYsDyq4Y/srWNd0PveMEt0AAAAAANMMhDcAg4pvIiDAjZCoVXStRHzXdr+D6wfMAY/tyyD36Y+Xy0NCLybG7dw1e4QXhZoPI7CL1tXMrS47ltqCu6QieSWXO7SfdOP8shksusc19AwAAAAA7b9eQ3iDdjLqNmPDzBMS7bGK5zxuCPe7ogAP9gCX25rt/ff+PkOC258nNl9ou6GEmRDeZaHiRdtXWV7FTR6l4A6sryy4Q/tKJ2iV6K5UYK/KHAAAAAAYHUl7r9cQ3qC9TIX4LtlHY6HnZQI8VHithgCXos9xwPV6Z/sqoehm3zHB7c9XZV2TjndoXJ11VUVtBae9sGhacI6GcrmbFtwl29aap4F9zKZiLQAAAEBb6LT4eg3hDdrNEDmgUyK+Q4Tc7yrh5wGBXlmAi305IejyeAZ1wocV46MW3lX2G/osoe0qOso5dzswZqSCO7S/dIJWim4AAAAAgOkGwhu0nyHEnBQJheK5IOe7cB4pJELud5ng9cQWi/BgUbMSNzqk17qBhT0hyO1c/oaBGwB2+17u+Avxe5U3IbxjIjq2fdV1EUFZSWSH5qwooocW2+kkkcUV/tuZKYKbdj/sfZ0xvYMOAAAAtIakvddrCG8wexjSTa3kXJcI8MJ5irYdNAQ9Mq60TZjZpx2Td8SDYelybJGzHVtfdJx16QvnvWieYdzwstDxkrHB+WsI6UqVyov2nU7SftFNPysKTBlyqmG3BwAAAMDsvV5DeIPZxRB5302Hn9eqfD5ACHolAV5UDb2GCHdc8JgQ9+euK8hHGWpedb91XO2C8ZUKtBUc01A53NkkIw8rrzRXQ/sBAAAAABhnILzB7GNMxHfptkRVAR4R1YUCXI4P5YLH5g0Ia194FgpxsV3wmEJUCUsvo66gLxGMjYjtYUPK2+py19hP9fnaG7oGAAAAtIakvdfrIRIoAZjBDPlHfWVRQfspcRYHbs0UyxOOiLZKLqkJyw6FMMecYzqOQPEw/xHdzn+EkPuv8yg4J3WOo/TzxI4/dt5C5zkyNvrdmW1in6fm77HVoltUSR32UZcLLrhALVq0SK2wwgpqyy23VHfccUfh+Ntuu43H0fgNN9xQXXTRRbkx3/jGN9Smm26q5s+fz8/XXHPNUPs97LDDVKfTUeecc079DwgAAAC04Ho9FUB4g9nLVInvCvsqFd+DuKtVBXgdceiPd4qWFQvokHitJchrP8x8JXNWOM7SYxzmfJpt6twsCc4/mOCuHFo+g0X3dHH11VerY445Rp144onqgQceUNtvv73abbfd1GOPPRYc/+ijj6rdd9+dx9H4E044QR111FEstA1333232n///dWBBx6oHnroIX7eb7/91D333DPQfq+99lredt111x3RWQAAAAAAAeENwBiJ74EEeBWnOCLqoiI8t48S0VgkBEvc7Jggj4ZyD0nR/irfCMhPOpjYruNwFzn3g0ZNjFM+d8191Z97wKiJ2I2mCpx99tnq4IMPVocccojaZJNN2FFeuHChuvDCC4Pjyd1eb731eByNp+0+/OEPq7POOsuOoXW77LKLOv7449XGG2/Mz29/+9sdt7rqfp944gl15JFHqq9+9atq7ty5tU8pAAAA0Ibr9VQB4Q1mNw38oV9bfDchhBoS4Ol0NcR0HTFZFAZdJby8gkiuIqIri/lhQt8HOT/+qkEF9xAu91iJ7hkUuvbcc885j6VLl+b2t2zZMnXfffepxYsXO8vp/V133RU8RnKz/fG77rqruvfee9Xy5csLx5g5q+633++zW37cccep173udfVOJgAAADAiOgg1B6DFTLX4rrDPoURRkw74MCLc37aKgCx7DMKwc1f5DAOK7bEW3FMtumdQiDm5x6uuuqp9nH766bkxzzzzjOr1emqttdZyltP7p556KjgvLQ+Nn5yc5PmKxpg5q+73jDPOUHPmzOFQdgAAAACMHlQ1B6CBSuelLcIG3GfpnEVzGDEUbFkWqGxupxR9umNVzkPbhsSjv31ojsAxRKkj8GpFItSteN4far7aFcobCClvuoBarTkb3ud0V0l9/PHH1YIFC+xiKnIWg4qWOVMkSW5Z2Xh/eZU5i8aQI/6FL3xB3X///YXHAgAAAEw5SXurmkN4A1Clhdco2o2ZfVbYX+GcZcddJMAjfcAriXCzLa+MzD2MGC+jSDDUqWo+rMg2+ygbMoxYHzIkfGwF9wD7HZQmqpya7Ul0S+EdYs0111QTExM5d/vpp5/OudGGtddeOzienOk11lijcIyZs8p+qcI5vad8cgO55B//+Mc5H/yXv/xl2akAAAAAxv56PW4gxxuAGZD3beYcuPo5MUhxsEHC0UtdWxGWXRSmXkaTBTVCx1R2bMOesypzlIbBNxBWbuZpseieDubNm8dtvG6++WZnOb3fdtttg9tss802ufE33XST2mqrrWzxs9gYM2eV/VJu98MPP6wefPBB+6Cq5pTvfeONNzbw6QEAAADgA8cbgHEKPU83GG7eKvMMGIZe2wmv6lAPIr5D+5XzmTmHEfeGimK+1NWuMlcDQrnJavtDzd3QPhuhiSqnNbdfsmQJi1wSziSYL774Ym7pdfjhh/N6qkhOlcUvv/xyfk/LzzvvPN7u0EMP5UJql1xyibryyivtnEcffbTaYYcdOEd7zz33VNddd5265ZZb1J133ll5v+SeGwfdQMKe3PTXvva1Q50iAAAAYKZdr6cKCG8ARii+a4ee19hvZQGeDho8DH1YER6ay2eQPNNhxXRD/1A3IrZni+AeYL8zOXSN+m0/++yz6rTTTlNPPvmk2myzzdQNN9yg1l9/fV5Py2Rv7UWLFvH6Y489Vp1//vnsQp977rlqn332sWPItb7qqqvUSSedpE4++WS10UYbcd/urbfeuvJ+AQAAgHGl0+JQcwhvAKZIfI/C/TZzl85bNQ+8qgjnuTqVRGihGI/NHWKYIlAN3fmsJLLr7rOhll6VhfEAwnemi+7p5IgjjuBHiMsuuyy3bMcdd+SiZ0Xsu+++/Bh0vyGQ1w0AAACMFghvAKao6NrA7neFfVcW9nXC0Im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RR/IxveMd72j0swMAAADAZTxvBwDQFEM4ZZVDZAcNLY9tWzGsPN28xBGt4ppGXNrKzrb/vsjJHjYEve6jbK4qxxNzx8vmKTh/0VD02HckjyN0nszbqmkG/v6yCfLL6oSej7HzTWFnTTyI5557znksXbo0t79ly5ap++67Ty1evNhZTu/vuuuu4DGSm+2P33XXXVl8L1++vHBMbM7o+ej32S0/7rjj1Ote97pa2wIAAACjot/g9XrcgOMN2suAf6RPSauwItE1iNh25uoO7myXhT8Psr/YsirrQsdUFZnjPZFEXN6Ii122bmIiv4znL3GcJ9wCaB014RxT0vUc3X4FZ572Kfbl/z6sC17RmXd+m57DLH/TQee6YsuxSi56fONK+/DpJR1+DIPZfuHChc7yU045RZ166qnOsmeeeUb1ej211lprOcvp/VNPPRWcn5aHxk9OTvJ866yzTnRMbM4YZ5xxhpozZw6HsgMAAADjQq/B6/W4AeEN2sm4iu4hwrdLQ8pHKbjriu2YmI6GoFeJLKj5j6h0vKvsR4Z6+5BQDQlxX8wWtQfzQ9N98dtP7HeSC0X3K6LHqqFXCUE346r0uBy073fLQ88ff/xxtWDBAvueipzFoKJlkoRujhT8lkPj/eV15/QhJ/4LX/iCuv/++2ttBwAAAIDBgfAG7WMaRXctl5sYJqS8CcEt1zcttquGN8fGDvvdyrFV5u/WEOQh0V0mwkvHDyHA/VZknrAOtiAruAHQRvFtKp0OQ0+lx0miWwrvEGuuuaaamJjIOdFPP/10zrE2rL322sHx5EyvscYahWNic4agyuq0DeWT28/W66mPf/zjnCv+y1/+svJcAAAAQJP0GrxejxvjGQAPwGwU3VUqVofyj4fN3Y7lKct9xPKay/KnQ23GguO71R6hOYse5txXmXfozxA5L/IcFp3HwPcW/c5C31WF9nDVCvFFcr+b+t3XnaMh+km3kUdV5s2bx23Bbr75Zmc5vd92222D22yzzTa58TfddJPaaqut1Ny5cwvHxOYMQbndDz/8sHrwwQftg6qaU743FVoDAAAApov+FF+vpxI43qA9jFp0N5XPXTGXulYud0E4dWkRr+AcBfsucrYrVz2v6P4P5Y57wrmIftTuzi/yh/rVyKs64WXV0us64MO63074eifvfJdUPp8253uMq50vWbKERS4JZxLMF198MbcSO/zww21Fcqosfvnll/N7Wk4twGi7Qw89lAupXXLJJbZaOXH00UerHXbYgXO099xzT3XdddepW265Rd155512zPPPP69+8YtfOG3KSFyvvvrq7HKTe24cdAMJe3LTX/va107BmQEAAABmHxDeoB2Mo+iu2iaszJWsE/LtOdxDCe4igV0ktnPbDdGWbJAx/tiA85s/noqCnARe7vuQ4+XYAhEeC0X3x9QR4L74NvOac1CW+x0S32buKRLfA1Nh/ukIXaN+288++6w67bTT1JNPPqk222wzdcMNN6j111+f19My2dN70aJFvP7YY49V559/PrvQ5557rm0lRpCzfdVVV6mTTjpJnXzyyWqjjTbifuFbb721HUNV0HfeeWf7noQ8cdBBB6nLLrtsqHMAAAAAjJJei0PNIbzBzGeIFkMzWnQ3JbirutuxkOQyoT1s7++6Y0KfrzOA6JN511WEuD8+JsJjLrhXnby2AA/1AQ8J8CL32xffcu5hhXSFbYbO9w5FKGj6DVQ5HeTWwRFHHMGPECERvOOOO3LRsyL23XdffsTYaaedbFG2qiCvGwAAwDjQn6br9VQA4Q1A06J+QId34AJqMdFdx+EexN12xgzZkqzUkR7gH2CzDT1PkLBt4O5nLsw8Ynd7xdKin08KbCmSywS4/iyOAJcCOede16h8PoT4LhXOoxbfAAAAAABjCoQ3mLVud2mYecncwe0HEN0Du9xi7oEFt1xeV2ynB58fUzRXyecY2uUuCjX3emg7hLRgSID6mNPI4joiwp3FEefbvPZzwGNjvTBw+v6t+A7tp0Lud+lnryG+ebdDhJ0Pnu8d/630VZcfwzDs9gAAAAAops3XawhvMHOZzaK7jsvdtOAO7a+qY+7PGxujSQYV3bxt9mzn0c8dX1TGRHnVWKWcuK4iwlVedIdywCsKcCu+eT8R97sg9zuY8232Uya+eVwN93sanO9e0uXHsHMAAAAAYHT0Wny9hvAGs45hWxc1JboL19UNLR80rDwozkOCvIa4LxPagXOQE9hN/HvZFc9+arYiAemN73TygjwXWl5jv74Ij+WD+3MOKsBD4rum+910xfNpLbgGAAAAADBGQHiDmckoq5jXLaY2QLuwXG/uJlzuQQS3eV3mbpcJ+5hT7q0LOtjdERVZ80PNfSY8NzckyH0x7jvj/ToiPGB3DyPAzXHYEPVMfKeb1HS/5ccetOJ5gGHEd5Oud191+DHsHAAAAAAYHf0WX68hvMGsYVaI7kHCynNzDOBuR4R5qZNdp8ha3bBz8/m5qnlBLjMfqBSVnhjve9+fs48BnHAnFN0LQw8VYgsJ8JD7XSf0XH5mOV+ddmP+vCNqNdaU+G5z6BoAAADQFnotvl6P51EBMB3twwZpGzZsuzC7Xbee6KZlMdEt5zJur3R9zWszh11PAtWbv1PyCIxLxMOGeXe1W+xs23Vfy/dmLhJ/5uHNXeVBJN485Z/JGzPhfo5kQuzDjKWq6XXPWdc753Kd/71W/Y693wz9XoK/mdxvzJsr9nsNRiz4v/lu/f+GBqmpAMaa008/Xb3pTW9Sq6yyinrFK16h3vWud6lHHnlkug8LAAAAmDbgeIOZxTiJ7rJ+1WWiW4qoYQqoVQ0rj7nTVR30AnfbOtvyI8ZC2wPvB87xjrng7AKbMe58HE5OFIWU++5uLtQ6yTni9kgiddWCx2gdau36+ufRL8CW2z5eLM1vO1Yaei4Ry5t0vodhWOe7p7r8GIZht59N3HbbbeqjH/0oi+/JyUl14oknqsWLF6uf/OQnauWVV57uwwMAADCm9Fp8vYbwBjOHUeV1z0TRXSVEPRh+Hgkrjwnuom2NYK4itquGnzcVam6ca+sO5/O5OcdbZctzgrxIjMvXWoTbkHS5XVURzmHmXhG2UP53UQV0I44LQs8Le36HRHzD4ns6K533kw4/hmHY7WcT3/nOd5z3l156KTvf9913n9phhx2m7bgAAACMN22+XkN4g1YzdqI7Jh6rhJb7Y33xXsWl9gW3WRcT3FXc7aL9+kK7KMc7cG6GaycmQs39EOoiN1sUXfOLrQWPxmwvt/Nd8KJ8cCOU7XpvoHSvQ663FM4yV7vM/farnocqnnviO/1s+XVR6orvEUI9PXst7Qs6E/jDH/7Az6uvvnp0zNKlS/lheO6556bk2AAAAIwP/RZfryG8QSud7mEKqVUW3EQsZ7ZIcIeWD1M8LZQDXNfdjgj0whBy8RwU13WFeNPCe44WinPIrRW7SZLM3baDw5XKWaCbY5Tb8fjMjbZCXjrdZrxZZsS4KfRml4v3LODNNhNaFJuDEUKcbwh47rd0rXleT+HLn50W964AV+UtzHwB7q0LVjuPiO90jmo9wSttC8aWJEnUkiVL1Hbbbac222yzwrzwT3/601N6bAAAAMBUAeENwDiK7ioOt1kWc6nrhJOXCe6II17F/a4itHMCO6a36whx+5nc+Zx9Ge0mw8N9x5voe2O8UHPrjId6gdvjibjhRZXR/Urofhi6L77t56rmgOdaj+U+W9j9zoWf++73sNXORxB23k+6/BiGYbefrRx55JHq4YcfVnfeeWfhuOOPP54FunS8Fy5cOAVHCAAAYFzot/h6DeENxpspdrtnjOguCw0Pie6ibYYR3EViu4rQ7hQ43kP8u2m25Srk5CKb3ThF1czgJDsmNpS1OPbEuBN6bkS2FcIRYZ1zpQsEeExrxsLQ5Vs//zskvuXx+OHn3X683/d0iO+G6akOP4adA9TjYx/7mLr++uvV7bffrl75ylcWjp0/fz4/AAAAzF56Lb5eQ3iD8WUcQsxHKbqrFk+rIrqHdLmrCO6yMdH1cp386HJ9hQJrtetkmM9Hwq5LIlnPY4qq8RtreWeCvCMcbxaTntAO5IB3pPAMiHTn0P1xUoAXud9mfdT9LhDfPGek+JoUvTXzvoOF14qoI75HXGwNjD68nET3Nddco2699Va1aNEinHIAAACzGghvMLtoUnTnhtcU3SQGB8nnriK6y6qU+y53SExXdMFD21cW2o44F2P9z+9TRYTLc8A3DsQ66f6ysy0EucjfZjEeEuJO5fJAqHmZuy0RArww/LysCFuRYx4LPReVzynvO9dyrK74LnO967Yaa1B8tzl0bRyhVmJXXHGFuu6667iX91NPPcXLV111VbXiiitO9+EBAAAYU/otvl5DeIPZ5XYPs11B9fJBRHdw7kFCy4tc7oJQ9Gi4eJHgLgg1z4ntOkI7JNTtuM5wVc214213lcuHFsci1lkxHhHiOREeEtkRFzz4iUjAB8PPA9XMnXVCnIbyvssqn0sB3Zk+8T3qfO9eA6FnNAeoxoUXXsjPO+20U66t2Ac/+EGcRgAAALPueg3hDWZZiHm4unLpMYxAdOdyugcR3fJ46xZP8wV1gaguFdye2C4U2k4YvVknz0/2Mtu2/j/ARmyz8J7IHGqnorkW0k7RtHRQerwFQtwR4TyJG4oeFdnd4nW8+7Lw86D7LZ3vmuJbbDeM+LZMg/MNxi/UHAAAAAAZEN5gxjOo010w4cwR3Sx6PdFdFlYecblLBXcsnNwKXH99PaFdpbJ5nTzv7HjSR25+3bHLvg6J8YgQD4rwiAserXheUYA77rc5vtx4Lb5N3neRWI8VXeN5OlMrvhvM2eZtnS9y9oSuAQAAAG2h3+LrNYQ3mPFud6NzDrr/qRLdsXzukrGFYeNmfxUEdyicnP9ti4ltX2iLUxOqbF41z7uKAHccb//mCYvQwIRajDu9vn0hHhLh3YouODnZEQHe6YXEqhd+LgupOZ+lkxfffssxH7/omjP/YOI7V2itTHw3HHJeRC/p8mMYht0eAAAAALP3eg3hDWat253btkoxtZDbPWrRHXK5Y6J7gOJp0RzumOD2wsmtqC0R26GCa75QzwtvFafou2eRaI7Pq5ou2oXxLhwhXSLEoyLcDUXvsMB2XXCesUCAm10O7H5b0SxWxvp9h9xv3nlnLMR3FIScAwAAAGCGAuENxoeabnPjrcN8qoaYDyq6/bFSdJeFlvvLzHPd4mndAQW3FMq8fTWxHRXa8pR456fQ3Q6tY7Gc9e7mPt7GNfaN1D4JY1eMWyHOGydhVWzmIXNZh5sb8U7yOBeGrioI8FB1c0mR+x3I1XZqGlTN+w60GqslvgdpMRYQ34OGnBf9d03fTH/IYi1OfQAAAAAANE7S4us1hDcYD8YtxLxAdJcuryq6Hde5Wz2f2yxzQrVLRHeneN3Agls63lJs1xTaboXzAfK6zfEK1zpz5IXj7Ws5Ibbt/ozgs7nariOevte53CyWhQCnc5cUhKEXCPBOLPfbEbkR97sfCjv3+n2XiW+5r0HFt1jmiO8y17uO+B7Q9W5z6BoAAADQFnotvl5DeINZR2mIeYnoLnS764huuW2R6Jah5bll+nVRaHnM5dbr5bIiwe2IaOlwd2uK7W54ebC9WFXx7bnW6XFnNwbszQFfx1lH23XLecrEF+JiDk+Ep2W9ZCi6LMimygW4drMdoR1qL2bw14V6eMuK56Gia774LurzPVXiuyoIOQcAAADADAPCG7SzfVjVEPOyfReJ7lCIeB3RbcROVdEdCi0XortWxXIpxE1IthHPAwjuoNiuKrR9gS7GVAs3FytlznSZ4y2FuhXeWjAK0UznxzriNjTdE+H0GWU+uM7xdsPQIwLcFGFT/UAf74DDHVtnxLdTjV3kfeeKrnnim+eoIb7l+a/aOqqm+B6myrlPP+nwY9g5AAAAADA6+i2+XkN4g/YxTNh6gaAvFN2BOazodiaJiOw6otsR7uFQ8coudw3BLcW7dMatsxwT2xWd8IEc79xyLYClNhbH6ApvGV/u7cgT4va9DE2XIlwLcBuGrkW3DRkvE+BG5Pqh57777VdE53Mtxoec78KiayGhXlF8S9HsC+qY6x0a63x9o6ty3lNdfgzDsNsDAAAAYPZeryG8Qfvc7kG3G6Rft78sJLrrtg0bVHRXcLn9ZVJ0x4qm5QS3FMpGoHfKxfagjnc0Tafo6zQVxrm4mtB5/bBIjwrtgBC3brgQ4SwMhQBPQ991KHm3XIBTFXT+nDL03O/xXeJ+u+I70ELML7rmi2/+MJ3hxHekv3dhsbVh+nsj5BwAAAAAMwQIb9Ae0V13vpA45uXuPqKiW4aJD9oyTIrpMsHtjbOCmELFQ252xPWW4pnfU9VvIbTLQsl9Z9uGdEshzmOLQ9CtoI4IcWeZ84WoSvTndOyzlHxOZXMRWi53mIaBZ4I7zdnWDrUQ6yycuYWWbi3GY1MhyXqVl5k2W/QkHGtysOl10tHiW3nL6VSk8/CHtgXc9DJbqZ0PgsV0KtY7vJ05Xha1Zp/0W6HX5H6z+CfxrOfv9Wv3+eZFXb3eCGO5nXDSzX9HLMClw87b6Pf2xoA+tgbFd5tD1wAAAIC20G/x9RrCG8wYGnW6Y6I7N6xAdEumS3QXCOxQCHrI4c652zWd7VCoeUiE8/KuN8Yelzzp2ctafb097A0BcryldnTEt3GpzUqjtMVgou+539bVDoWap58pc8JZrmeV0aUTzi61roauXAfcyf8W4eZRB9z+JsQ46Wqb9+Y34bvfvrvtu99mH7I3uMR3zwNtxnLUDDuPz1M+tq+6/BiGYbcHAAAAgJq112sIb9AO6vTrLhLdVcLLmxLdcntfdHth43JcKJ+7cFmgWrkjurvhnO9Swe2td1qMWVFujsnMHQgtd5zxwUQ3jfV7dDvF1UzbL7vSe12W421EdkyE+wJcFQhwE0/OB63nMFHdSvYB1867zhUvq37ekYJ5EPHtF2cbpNWYHOd8dxXDzktostgaAAAAAMBUAuENpoeaYeGDut31dlJhH74YH0Z0izztRkR3JNw86nJ7Y4cV3Lkw8lCIuhJjCoR3FdFtbyaY9/76gqrmjuudFLz3BXZMhEcEuGxzJnPB0xB0LdBJVOucbhshzuK9k3O/C/O//ZOWc8gjLcdsv+9euNq5zN2uK76r5HxLoe476XWLrameitFLOvwYhmG3BwAAAEAxbb5eQ3iD2et2F05ZsZha4SQB0e2vC4WXm+VC2McEtnUupQjnfVYPLacc75hjnbrhBYKbha3e3g8jj+Z7yzH51+l7eS7c01r139K+aZMm8tDTBdmTzbd2XG/x7LwuEOGk9zp5Ae4I7JwDLsdrL9yEntvO4J745n2EQ8+Nge5gxjgutxDWfjG2YVuNUb53LgQ9LL4rh5w3RJtzxgAAAIC20G/x9RrCG8xst7u26O6XFlQrDTH3RHfU7Q5t47vYRTndFUR3KqxrhpZ7+dwxl7tqSDmHRcdCzSPCOy/CvZxye3Ijr6sg3PdcZfRAaLkV4qUCPCzCKSzcby8WDEE3v08qwKZE+HnXCz237ncm8GXv706umrluOeafqiLxzYPNski1c/NbqlDtPN2ffh0S7fLriYWcD+N6AwAAAACMKRDeAMTc66K8bl7WKQ8x95d5oeOFhdQKqpQHhXYNl9sJLRciu4rD7SwzotYPNY8Jbym0A8ujOd6DuN7mKzM53ryhmNJo7FiOd8wNDzrhpg9YJpwLQ9AD4efsGsvQ8zL32xffOrebtTPNXUV8KymuvVzu2GtffAfPfUB82xM/wpDzgkiUJOmqfrQ3XTVoDgAAAACMjqTF12sIbzA73G6fyBjH7bZjAw643L4orzskxGPbFuV0j0p0S+FbweV2iqaZ7U2oeUx4x1ztQgfcfW+oEznUN328uY2XnCR7yrUGMyt0G7A0z9tzw4Mi3Mvr7gwgwPmgBxff9uTE+n2XiW8Wu1rg2vWe412Uu003ovperrezvkLI+QjpqQ4/hp0DAAAAAKOj1+LrNYQ3mN1iv0qIub8sGMYeEN2hdY7Q7g4tulUTTvfEYILbLHeX+S633wc8L86Dr81Yew7zp7xUhMt2YvxCbpw9GXHth5jbUG+zTArmAvfb5HX7ApzEclZQLQsxt+/NTQyR9x0KPeeQ9oD4zuV4+8XVysS3OWdVxTefpHz1c1toLdhybPpCzmnY8DljQ20OAAAAgFl8vR5PHx60kymoZD6M251NUp7XnS7yCqKFtqkquuWx1RDdJse7SHSzwJ7QD11oTIaXy+dsvXmt30/oh788+PD3lYV7m/d9/7V5P5Ef62wnHsatjz04ZVnkeCeB/fC+/GMK7Nsd16l0DkIh+fnt5DkOV5UP3jAR3ylHKtD+7HesIy2c7WTtAK94naykb99HWu4V/bchfuOFdQ+KbnoVhIoDAAAAADTN5OSkOumkk9SiRYvUiiuuqDbccEN12mmnqf6ArU+LgPAGs0vsDxpi7m1vhUX6JnsuqmBuXktR4ouWUCG1ItEtBJkjurtCkMVahVmhlok5Z8wggluuNyJaPopErX5vRbVZLnPJxcMeW+RhHW85j5nLRFWLeYpuDuTGdQc4JwXn0kYlkJAOfieB7zp3oyUitovEtxdl4b4XqRLRNnc1BHNRNEgM/7/XwM27qjfoKF+siUddLrjgAr6Yr7DCCmrLLbdUd9xxR+H42267jcfReLr4X3TRRbkx3/jGN9Smm26q5s+fz8/XXHONs/72229Xe+yxh1p33XU59//aa6911i9fvlz9zd/8jXr961+vVl55ZR73gQ98QP3mN7+p/fkAAACAJulP8fX6jDPO4Gvteeedp37605+qM888U/3d3/2d+uIXv9j4FwvhDcaS0j+mh/gDPNugM1CIuePmhXK4gwIl7GzbcaE+3WKOmOg2go2XCSc2ms9tWmuJ8HIrsoOCsL7gzrnIAQHri20psAsd74nsET+ebGyZ4y0FuRXigZsGof3lBbiqJ8C9cH27npaLmyAySqFYfKvhxLef8pD+x1F8E4l/y+GbWznX2xkT+u83IuIriO8q9FWnkUcdrr76anXMMceoE088UT3wwANq++23V7vttpt67LHHguMfffRRtfvuu/M4Gn/CCSeoo446ioW24e6771b777+/OvDAA9VDDz3Ez/vtt5+655577JgXXnhBbb755vxHRIgXX3xR3X///erkk0/m529+85vqZz/7mXrnO99Z6/MBAAAATdOf4us1XVf33HNP9Y53vENtsMEGat9991WLFy9W9957b+OfDTneYGoY8I/l6tN3Bna7g4Tc7kGdPCdUt1ssuuX2FUR31oc7ns+dOaJaaOsw88wd91zuqnncpg+46d8dXB/O6zb1yNLPWj/Hu0rqj6lkHsvxDhZXE627ZJVyp7WXU3AtG5vo/G5OLPLGOm3IOE87SY/PK75miqfZomu9SMuxnsoVXUuPN9JqLPQ+t0zkbfM6kSRVNd/bLJe9vWW+txxvv9uKywoY1/ZiZ599tjr44IPVIYccwu/POeccdeONN6oLL7xQnX766bnxdMd9vfXW43HEJptswhf+s846S+2zzz52jl122UUdf/zx/J6eySWn5VdeeSUvI3FPjxirrrqquvnmm51ldGf/zW9+M98UoGMAAAAAZjrPPfec854ixegh2W677fj6SzegX/Oa1/BN7TvvvNNei5sEjjdohdtdfycNuN2D5HX7+bI5J7ye6PadT0d0dyOiW4Q3Z46q79iGnO/w+lw4ecQVto4yH4fnZsdyvD2X2gkjj4Sb23D0TgXHO5Jr7rvhuTkKHPAsBzxyXqSLLdxv59yaGxQi9Fx+jza/O3dzRPwG/OiJ0G9bOt/+b9EuE7/tsnzvOtTZpgHXu5d0GnmYC7l8LF26NLe/ZcuWqfvuu4/vmkvo/V133RW96+6P33XXXVl8U3h40ZjYnFX5wx/+wGHpq6222lDzAAAAAMPQa/B6vXDhQr7ZbB6hm96UevXe975Xbbzxxmru3LnqjW98I0er0bKmgeMNZofbXTpJQdGonMgOhJJXzeuW24kxuWJqFUU3C7CY6PbzuR0XOnO6+TERXue4117YunGyOaTbW+Y42/yZA054YHkTLcXMPp3iat5Kp3WYfpZVzNnMjbUO6wRccDEmm9tvI2Yqkkfcbz6Zusp5V6wzjq7K9/tW2jWnedPvqKTauXS4Qy6z32KMtxFtxux72f/buNxdpXo9p71YXdc72te7Auk5ijNojrY/h7mQS0455RR16qmnOsueeeYZ1ev11FprreUsp/dPPfVUcH5aHhpPhV9ovnXWWSc6JjZnFV566SX1yU9+Uh1wwAFqwYIFA88DAAAADEu/wev1448/7lzXfLfbpIV95StfUVdccYV63etepx588EEW3lT/5KCDDlJNAuENZq3bXdeFcwqqxbaJ5XHL954oH1R0OwLehH2HKmN7olsWUUurYxvR5o/zhbfMC3cFeVBwx8LOQ+Hl3RLRPUCouZ3L5FMLVWajo80zCWJeEe7p7Sw383QKxtK6foU2ZDSGRTYJ5rzgNutYXGvhymP8ft9prHu4z3fFkHMKX8+Jb+dk6RV+KzH52n/2W4L54rtOb+8K7cWmiioXcgO5yJKEvqeCf4NC4/3ldecsgpz097znPVy9lQrBAQAAAG1hwYIFpTeUjzvuOL75TNdCggqP/upXv2J3HMIbzCxqCOXGCqoV5XbLP15zznaguFNZQTXTusm8ly65H17uFLbSgnoiv46F9URJaLlwuk1rKd+xzuVyBwR0GjLtOdzO61gPby8EnT9DfvvCPG9feMfEtVxeQ1sYx7s/R7SO9gS31dByvXG7Vd7Zlj2/zes0rzt99seymDbLSexqt5v6aBv3Ox3XUaSVWXDr9+m2iepoy5pfd/Vyo2+NeOfzQiLW5IcLh111VaeTzqtsD2/vfUIivZ9+Dj2VI74nzA0AvcL8J+brXiOkPfHd0V9G0Pn2ensXut5DiG8utjJsX1D9A6xyIV9zzTXVxMREzol++umnc461Ye211w6OnzNnjlpjjTUKx8TmLBPdVJiNirp997vfhdsNAABg2uk3eL2uAhUc7XrGG12/0U4MgFGJ7hBFed3+dkVOd0h0R9bJquZR0S2Kodk84AqiW+YPh3OL6+dw23B1PZ+p/i23CVY593O3RVXzslxvWdm87MHnMZInHttvWQ536JyUvc8tk5Xkxc2KYK594Hv0q56n+ftq+Grn8n0oQsNvMxb7b0jejKqCd8Errb0wwM27pIEKqWmcQTXmzZvHbcH8Imb0fttttw1us8022+TG33TTTWqrrbbivLOiMbE5y0T3z3/+c3XLLbdYYQ8AAABMJ8kUX6+p/ebnPvc59e1vf1v98pe/5BadVBx1r732avyzIdQczIzc7hHnicfyunOi288Fl8IkV3zKq2AukX2XI+Hl7jgppNzw8qqi24p22SbMEX3FLrcTUi5c7qw1Vt7h9t1vIlfBXG5n5gy63cmAoeaJSthy7kQrmjvh5HJ+WcXcc7ydcHE51jjQ/vwqkgNuDsjmgevK5iYE3ri87JaL16LqeRqSTrdoFS+rVe28KDPa5HPbodJtFpXOzXvpYEu3umq+d5W87jEKOS9jyZIl3O6LhDMJ5osvvpirhh9++OG2IvkTTzyhLr/8cn5Py6kFGG136KGHciG1Sy65xFYrJ44++mi1ww47cN9Ran9y3XXXsXCmCqyG559/Xv3iF7+w78nRppy11VdfnSuWU844tUuhVmL/9m//xrnoxkWnMXTTAAAAAJgNfPGLX+T2mkcccQRHkFFu92GHHaY+9alPNb4vCG8wFtTuwR2exH0fmdNx0wbaT4HDV1TBXIaYF+Rw+863L7rzfboLRHegVVjeBc/nfpt5nfDyUMG1ohD0kBiPiG0n1Fwr4mHyvB2dbYurefHlJv9aBcSzL8IjLcXkfnL53UoLYZEW7cxri61psWlzvoX4pq+kl4lv3k68NiKUd9vJCq5J8U1h4jSHL745p5tf6zB4e9MpUoDNrlfFxdZiudu+YJbz1g05HwAKWxs6dK3m9tRv+9lnn1WnnXaaevLJJ9Vmm22mbrjhBrX++uvzelome3ovWrSI1x977LHq/PPP54v/ueeea1uJEeRsX3XVVeqkk07iPxQ22mgjLgyz9dZb2zFUBX3nnXe270nIE5Srdtlll6lf//rX6vrrr+dlW2yxhXPM3/ve99ROO+1U+9wAAAAATdCf4uv1Kquswq3DRtE+zAfCG4yG2eB2DxJiHhDt5YXUAu2kjOg2Qr6u6A6EOOfytmMut58P3i0X3IXOtq7GbZZFC6z5r/l9QIwlaXVrR3hLcWyEOb+XOdEd1w0PPcwcRiSL5VZgy33Q664nyOU85pkSvM05sMu1UJ2Ii28W6UqLb21u8wj+fyG+tZgvqnbu3MmQ4tvke+dyrSPF1kJF1+RX5rvePiNyvZuskloHuoNOjxAkgn123HFHdqKLILeaHjFIOJuibCE22GCDwvUAAADAdNGfpuv1VADhDdrvdodyu73l5fMHxPcgIeYBoS3nC7YMc0R3NobzhK0bPZjotqHlvng220fbionxwjWXIj39rEUiPIm64lH3O/r9yEpp7jYcam4qQxtta8O8pbBOVXcqmF0RLkW1dcHNPo3e08LauuD9/HrjdIduAvCzEbkslIXAriC+02Jpeh3l/VNnL6P49c0NI755sXG67e/Su68REt9lIedOeHnc9a7UYmwErjcAAAAAwHQB4Q1mr1iv43aHtpHbmdf+DYA6IeY8tyu6s3HmtRHDIt9bVzh3Qsgri24hnr3lRS63fDZ9vKOCu1situ3nDohs3/3mZdXEF59D43jLsHAnwTurOF4kwlmU+mHmurp4plwjrjZXK/fcb+U+p4Jc5HxXFN/8nVpHO3tvxHIqnI0bnrUasyLbyfeuIWqt2PZCzjnE3RPJgwjmQV3vXJn16Q01BwAAAED9a22/pddrCG8w88PMq7rd8g/zJtxuKdZDIedFIeaiirQjwo1glMJZiO60jZhY7zjI4UJqwfBy4XaHRHcobzvngJsw9IgrXsndluv4vMgQc61I7TmLvI5+b/qZbgxQu6yc4KVWWuZYqG2XXmwEsCfCORxcLjcONzvMruA28+byu40u1G3EeJUW2VbM8+/XrCwW3zYfnMR2Vz/r91x8zQjrjhNknp5nP9/bc8ALXW/H8Y6EnA/ient53k263qbS6TAMuz0AAAAAZu/1GsIbzDjnujG3205Ywe22Y7xWSu6BRQu6ETl3WxU435EK5rKKuesqDya63TzvvEMdcsBzQjwQZu4I7m5FsW2EdiTcXP4bWu1Gpt5ughxkIdaEs5wVSxOi2ohwcrqdImqi+rgR4UbHkhg2hdRCrrd4Th127YSbxX6uuKxkXlV803HTd0r9vrW7zX26OX9bxfO96aYEiXT+DXoVz4Mh5eIUy6rmZkxIgIfyv0fhegMAAAAAjCkQ3mB8Gdbtjm4zgNsdCzGvWFAtl9ctHO50nqK8bina3WJoNrdbut5VRbffKsyMkwK6QHiHxpQJbllELSe2zXu5PiK8q32NmfBm0cyLUsHpthJLBV5ehGd54cYFtw52J+KCB0LJnRxuvZyPwoSTOxXO5bY1xLf+WfF+KCqiZ1qJJblia7l8by24cxXozEk2YjwmgmWhNTMfTxNwvZ1tAq53ZHwTrnebQ9cAAACAttBv8fUawhtMW5h54851bgcl80v3uorbXfhaFFQr22+oiJoXYl5UTC3L9TYi24gpt0VYJdEtc7y9fG4pxoPLhGjPqp97grtbwd3mcUkwxJxPjczprhpubm3kdO6OFd76STjMRlDrLyEvwtmdTsU6fxe+ANf54WYZP3vutxXXQo/a1zaX23e9q4nv9HumY+6ojtNaLHPVo/neJN7J7ZYnp07IuT2ZZpwQ0L4An2bXu80XcgAAAKAt9Ft8vYbwBjOKQrE+1W63eR262VDkdgvcdZlYzubOiqnJPG7f6bai2xY6G0J0e2HkQfdbee+NcJautxDT6diAu20FOonjQG53FvPsvTenKCy42KGWlrM3zhZK01Onw7Wr67neZp15nxPgPJn5oOJwhZA2+d7OGPM6l+MdEd/6/IZD0dNQ80xoZ3nTaXi5Ft1+vjcPNq64ENtlLne00FovLJiruN5yu0Fd71G3HgQAAAAAGBAIb9CeMHNnXabQrIstkUJ6ULe7W15QLRpibpb5rncgxDyU1x2uYu6JcFkALSK6ZY53MHQ8VnBNbks51E6xtRLBbdYboeg74CYWWwpr/739HgLfPW+eGE2qOhMkK7M4bxblVpfr0HP9PnO6ZRVz7YL3IwLc9Lhmd1uHdUv3WxZSkyHn+lgZI74dwW0qlYuCa6LauXG67WfuBFqMBYqtxfK9HadbutS1Cq2J1mJ1Xe9h+nrP8jvoAAAAQFvot/h6DeENmmPEbtPQoelNu93pQdU/Ds/9Lgsx9/O6uUezcL+z5Zk4z4tmIeZ9V9tfHmk1lsvt1iLadcZFjja9FmLbDzN3BbdZ5oluGXJuz7nnXnvvU7fb5DQr1Z0gEZ5VNTcubpq3rYW4EbpCeNvCaqZQWiciwPllFpJuQs8d99uEmSv3dU6EB8R39l6Ib+t+6zxu+u51SLt1uTkYIyu2lsv31p/JhJzbXG/xOhdyHmo5ZtM1VLqtXF7R9Q5S5npXnWcWXMgBAACAttBv8fUawhuMHwOJ2bAzTX+o58d24674VLjdmlRwZ8oyFmLu53X77rcUwtLVzpab8PSA6C4Q2jIMnY83N1aL6Qm3XVhUcJtw8oC7TU5sTmhrQU3L3dNf4HqL3O4J8/VM9FVX9a0GTAW39oPZ2U4FpnXDHcdbh3D7ApxyqUUOOP18bPswo6xN7repYm6+FxMtrQus8bZGXPMB+253+H0mwHVutyy0ZoV2Qb63F3LOx28qnNvfthbi9r1wxW09Nf/7qOh6O5sEws3LqOmEp1H9w12Ih/fdAQAAADBbr9cQ3mB2E3LRY854qHp5DUK53kVVzIvzukVBNVFMLSfEjaCXoeVSdPsh5iFhnhsj8rmNADdh5Z7oDgtu191mYa1D0o2oTk9ROMw8dNZpnQ0hN1+tdbyN8M4EoHnNKd0y9Nxzu3luvgJ4ApzHawFujo9X67nYfU5FrC2uZp6lky2Lrpn87fTgszGO4E5FdkiAp+fYtBFT8XxvL+Scz4cIX/fzux0hXlZoje8i9Ku53jafu0JxtKpF1gAAAAAAxhQIbzAtLnXdsPGhi6rZsd168/jjh3C75RwyjDwT4ZEQcyvGs/GOiJbLxHLrfjvLKojuXDi5G1ruVDE3jrYR3KaKuRHSJsebT6MnuIUg72rx7ohxe7rEOvE15HGFmXG8J7p91U2tbSuySYByFXDeLFF9On9cXE0LYS3OrYac8AS4FaapncwvaeyEyak2h5QVXrMi2wsjt4Ols+0JdLPc3IBhiW9uANjvWp8nE34uHfCCkHNT5dws179GEULuud5V8F1vs6zM9e727U2CoYqszbLQNQAAAKAt9Ft8vYbwBjNTwMfGhcLMQyrNDzM3YlqEfjsh6QHxzMdQt6AaiQb9OtHtzChn24pumkPkZPN7vd5pESac7v5EoGiaWB8qqOaEnc8J5Hf7Y0wut10uBPdE3t1mR1WL6tTRzvK6O91+5mjr564Zx6dROt+ZA050veVFzO1PKDWp1Py5k6nTKx1uHXJO/zCbZeZ9KqTFct2r27w2Iei8TK9jYUuvRf617fNNrji53fo9CWbpYlsBTZC41usdYS1/gizA01Bxc87SFmapeNY/UCH6tVNPMpuFsA5Np/E9bVLT4omO6vS0+KaccVqnZ+N0Aj72frHrbXp684cw4ttMYnqGazEtQ9CdPt6eAy7Hm97qsVzvWXohBwAAANpCv8XXawhvMOVMhdsdz+0Wf/BTbmysFVjotdlfzSJtjhDnOYTLXSGvO+Z0O86zI6yzkPX8Ol9QB+aJiW4ZZm5Et1nWzbvbVmxbMe4K7kxsJ2pC53jLfG4pwE3YuFPzrkR8z9EW8pxuouZqy5Zyhozwpn+UOeI66ahen3KMqVJ5ut444qQfyeHmbfinkwpOk9/Nx6ffpz535oinud9JPvxcBG7n2ofZkHFrpusK5a6fL0W5/X6l6BfOd6jYWi7f24jiNATAFnqrXOXcxuXL1mKeMJbudCjkPPDfzihyvQEAAAAApgMIbzA8U907t4LbPdi8BZXMc/nd2iUvc7u9OWzbMD9/uyCvW4acO4XWxLjs4eV0R4S1U5hNircKotu2CDPLKLzahp27xdKMGKdQcuN8p4ediWwOBe+mrnd6qtIq5Mb9Nsv4a3HCzeNii4TyXC7Vnc4/p5PmeE+oxLrcZPgaIW5yxKUL3icxPuEJcBKULKx1rjiJW3KDdX63EeK2N3Yg/DwmvpOIwDbGtRTkMufbDTt3W4wZIW7Dz83PPJjvrY+hJ/O6paAu6O3NLnWg0FpoXUwo07je6ER2m++gAwAAAG2h3+LrNYQ3aLeAryLGq1QyH9bttnO44exWSNt1gX7djtjOws6dvG1flEUEdjCfu1tTdEun24SVC5fbdbp1/naJw83iW4htE36enqbsdXqaysU3C2+9au5ETyWdnv1HOBPXmRDv6Bxvfs0ONi3ruwKc87v7qm8qgptwcXKyubK7aOmlBXFa6Vy37LINzkqcb19868Jszu9IOOTpbyMreJc53VJga/Guf8ehfG9OC1D1Xe+gWDYh5xwXH8nzDry31c1FQbhKud5yvll4IQcAAADaQr/F12sIbzDWNBZmbldmYebVDiAwTrrdYlzU7Zbrpdtt1wm32+xTuN05V1uLPOl8h/K6c9XMA6I7GUZ0m/ByW0gtc7ltWLkR3wHBbV6TkLavPdGdinHX7fZDzP335h/bOUZ4dzPhbYqrkdNt3lN4OYlElqCdjup20nVcHLzfZQFOYpvz6dkpT/g9f0BTCE2LVN2kLHOo2elOKolvqbb5I4kbJ/bn5N1MccLSTT51x80zNwLbiFgTzm5bjOljZ6feVjhPf3Mh19sX2tYd5/3pA60SOl4l3LwqCDcHAAAAwJgD4Q3Gupr5tIeZm3Wx4y5YV5TbbfK1XcEuXGpTv8vL8Q452jbE3HO97TjeXz60PMspH0Z003Nq8xq327jcJqy8q0U4udq+4DbL2fG2yzKBbR7mvf2KvArmtM7e3dRP0vHua4Vs7qJyrTATWq5IbJsQ9HR9z4jyTp9FKInxHodZa1Gu3W3TgYsEuXGljRueyexq4tsWXDOi2Xe/zfzB/pRZm7Hst6IL4Hnfv3G9Vc/kdeuCato1T2W06XGWd71z7cWKumXyj6Rfq8K509M7OOdgIt2kEgzDsNsDAAAAYPZeryG8wawNM3eqmfvjg063rmQeo6x9mO92i9dFbrcjtK17LfO8i0PMM0c84Hjn1tcT3dbplrncOl/bCHAWz0J8hxxuysE2752H6cVd4nqHmOil53RehxxvIby1223fk5CmkHOVFlkjcd0VAtyK7o5ZT453lyOpjfvNURYm/JzblKX51JXEt3S3Q3neJle7U5DvHfjO+UFt0HpSiLuOvON6m9+fcb0Lcr0d11sKc+cGlie25fpYkTX5yQcNN4/A37t3y6Auw24PAAAAgNl7vYbwBmPLIO54vJp5QZh5naJqZvtQUbXcuGK32zjVObfbtBIT7rdfUM0Ry7JAWyzE3BdpoX7dncFFN7neMpebhLYV11p8T3SE+PYE9xzjeGux7TvdMvQ8+xqKxfeECTnv9lXS7eXENj90WDmfYhLZ3VSAs+jud1mAs+ie0KKbQtZ1+DmJ6FS0U/i/Lrhm87GriW9OpeZiaCTehWsuxbb8SfIHKA45l78TPgLT2sw63lpp+643i2zZ15s/jet6a8HsuN5V3We/TVjIufbH1GHYqBcAAAAAgBEC4Q2mjKHDzKfrD+46x+1VLyccUS6FtL/eccML3G7/IYR2NMQ8VuFcCm0bdl5HdKeh5tLpli63Ed/kDLP41uHmvsM9r9vLud186rUIT7+GfmnIuYHE8xx9MinHu9OdVP2km4pskeNtHW8dak6PSRLcFH4+kWixrUV4t6d6SSa6+cSYiuTkgov9VxHfLHZ5TFoDnV+ng12x7eV7m+/T+MPZellULVxojV/T/wvBbl1v2mevxPW2v1tPQDutxVS+tdigRdYaDDdvc7EWAAAAoC30W3y9hvAGM7+N2KBh5rHxkeJolYqq5bbp5MPNZe/uErc71D5soBBzT7Q5y4zoNgK+iuimFllGbHuiW7YHI5fbim/tatMyI67Z6VYxxztdFhPgBhL1BgoN9/9xI1HPCdRUJM0K7lS5mtDzbj9hwU0OuBHhLMC7iZpMurwsDTPv631o97vTZUfcON+VxbcJGdd9vllE6++mKN/bONcy5Nz+nkR7MSZQaK3I9bZi3BRgs73HMtfbhph7DniudRgfa0QYFxVZ82kw3LzNOWMAAABAW0hafL2eYuVUzKmnnsruknysvfbadj25SjRm3XXXVSuuuKLaaaed1I9//ONpPWYw5gLeDz2vGmbur/OJhaF7LcScdmJWOLu9u7P5/HFmjgK3OyDEfYc8KMJVPhw9fW/c0eqiW4pt+UxiekK/pgJn5HKT+0zL5030WBDTMvM6fUyqeROT6bNZ351U8ycmedv53Uk1t9PnZ/OY0+nZh1xO4wjebmJSzTHz62d6z49OP3dM5j0fezd9nqPfk9BPl2WuPofOi5sQWVu19DymLdfSGxzOzQ4RYSDXy+8kliJQmt8dvFnj/a7EHOY34fxO5e/Y1igI3KSqEnUSKkSI8HAAAAAAzBLGzvF+3etep2655Rb7fmKC6g+nnHnmmerss89Wl112mXrNa16jPvvZz6pddtlFPfLII2qVVVaZpiMG0xKWbtaLP9wL24hV3vGAvbtjLrkm6HbbdZFK5qq+251ztyOutxTymdjSVbCN090pCi8XTrcRn15ouaxWTi63cbXnBB3vVPBKV5vD09npdkPMqfe2GRODHO2J7iS/ntudVF0ONTdOd+p8k3Odhp/3VTfpqsn+RN7xnkid8G6SOt50Xoz7zc4r/+b6amIi7f9N29OgqPNtnGMbYJ46xJzfLRxs/vp7nuPtFWEzjrbM784iJGSF86qutza36aan73rTgcvCapEia7yRb/2bcHM/dDwWbq5d7qbDzdscugYAAAC0hX6Lr9djJ7znzJnjuNzS7T7nnHPUiSeeqPbee29e9uUvf1mttdZa6oorrlCHHXbYNBwtmIlh5kXiPbq9DDMXhdUcR9vOGy+qRmQiW1QuN8dTJ7fbbyHmu6PGNY2EmMvcbpvXbebRy0tFt24PZkS3H1pOYtqIbxLZRlwbwZ2+NqLbFds8txDZMrdbhpdLmUuzmlcT+rSS+72ckpVZz3VVT4ebUyZ3n0Q0fWjS0BNGcGcCXIab81dIAlzGdvf7XHgtDWlKc77VRD8uvjlq2zYQs4I2vcFhgtJ14nU3EnIuC68ZsS5ex13vklxvvY7D4U3Eugk1FxHsRpjb1/yiZkG0WLh5UcG1gnDz2R66BgAAALSFpMXX67ET3j//+c85lHz+/Plq6623Vp///OfVhhtuqB599FH11FNPqcWLF9uxNGbHHXdUd911V1R4L126lB+G5557jp/nrkB9dsYq0n7mUSNMtNDBDnwPufH+mJDjbcZYIZu+n7tC+jOfu9KcVPyYcbL9l6x87uVm5/K7pfCmZWYeyjUVYjqhOVnsdrNlpAZZRKXb9vm9rnI+IXp7yzDwibR9mCyOlj7MdmZMJtD6FCgiq5rr9SzWzNjAIxXdVHo8DY227qgW4fS9UHEx/mj8kRM1l09F2ht7otO14nvCLO901BwW1GnBM9rFBOdN99UcEtlJV80lAa41Ise40HqS0XQoelv6MFZ8s3A24ivy37EWyCvw/Nrl1pK3rx9k2NKMkx2lllOON1c6Vyy4SeNN6pYW/Nyl5alT3qNq6F3aPi28Nofek3FM3ymNYRGdbpuYB7U349+tCffOXvN9AXLNzc+XhD87y/q898TP0rxP09ZTPd3TZ4HbmaVF1aivtx1jHrq9GFVwT5cl6fb0enlfv05FOT/z60R1yBHn+y/kctM2WgTz9lrB07jJdLzZzj74vbnj5K0zQptOoB1vhuoXptK5HWsHZF83jaUfIwAAAADAGDJWwpuE9uWXX85h5P/7v//LoeTbbrst53GT6CbI4ZbQ+1/96lfROU8//XT16U9/Orf8wPP3VCuttNIIPgUYVw76+z+f7kNoJ0bFjilv+vU+U7tDcwMDTDkvvvii+vYBX47e/e639A46AAAA0BaSFl+vx0p477bbbvb161//erXNNtuojTbaiEPK3/KWt/ByKrjmh6D7yyTHH3+8WrJkieN4L1y4UP3LR69Tain+Op52x7uK2+2PK3K7Q473inPUQf+wi/ryx29Ry1/qpWNttLBxv7sBl7vY7U4dbHc8O+DmtXWzRaGqbhaizo61drmNE+442xXcbg6fnlvgdnvutg03n9Ch5eyWJ+nnSK3ozOmm16Zo2ITbNswUGaMQ87kTWRG1dHn6bEPLddXytKVYuozCy01Y+US3p+Z20nZiWag5PWf54fwV0ViR1+0Gcwfoz1cb//J96sfrX6n63eU6rzv9vtNq5trhVh21tDeH3ev0H/uuWs65310OMafQc3a/9XsOR6eQ9X76oNfLJudwmjT1+CbHmyukawedqn/3e1R5O60EnnB+uM45IBecnF5ynCfJjU6daHaX9WvnoZ3u1JEWzjd9bcv1Orm+n7Bzns2hnWt2vbNl/DyZZK/p31U9Nud6k9usx7DznIjX7IarAtdbtxUzTrWz3lsnXe+Y4y2W8bh58d+EOaxhGHJzMCCdiQnVoXANMCt48JMXTPchgGnga8+vivM+i3jx/3rq4H+ZfdfrsRLePiuvvDILcAo/f9e73sXLyPleZ5117Jinn34654JLKBydHj4kwBQ9wOBUDNVvJsy8X62wmiO6dc6oXkbf+eRSrUysQNY5oxR07AtrM58pQBUS3nNMGLkWvhPiNekIm1ud9ml2c6v1HT3OEU7f8zOLNS2KpTYx/xjpBlX8upvpGZNizLm7uhc0jzG9mnU0LxdNs0XX0gJqbgXzVHzbnO6JLKfbVC1X1I97gnpx95WaQ3HOqbJLxXkmvtOialnhNK5qrkW2FNvzO8uzVmNaYHPOtyiu5hdVmygQ3j0KTu8t49crzfk/lUws17ndJsc7/b2QEF+eTPAf9vRd0Gt6ntDiu5NMqK7O+074fSq0STzTg+bpkJAmJauX9bT4JuFNrcZ6VCSMQtGNAO/00yxvnWBt2onR75zPtym4Rjc9dA61TNWmF3S6Teq1EdCmiLp5zz9zEsK+eCdxbcV4up5+MN3J7HUq6nUYuQlHZ+FtBLkR4lloeBqaLkS5EdsyLFyKbynMzfqe/jfZrK8bbt5PC+oBAAAAAIwbY235Um72T3/6UxbaixYt4qJrN998s12/bNkyddttt3E4Opi9jKSauVkWu7kg+nJb5FDZQkzOLwqryVZOuYgYpyhWeLtQdXOn7ZTYzgr+0DpZwVwUaUuFtxaAgT7daQE1435rh1u73Nmzac/Vs6Kb8q1JdM8lt5xagHWW8zpexsupFZh43+mpFWhMh9qELRfvxXq93B2v24nxsmzOFcQ8tC+5Lbch48+RHie1HaPntBWZ237M/6yygrspOJfeo9E3MMw51e+tSpYt3Jxn8714v5OC9mF+VXzze8k9vIJ96e9A/7bM78+rwB9sLVb231DR8tB6p71fs2Fi3MO9gQcAAAAARke/xdfrsXK8//qv/1rtsccear311mMnm3K8KTT8oIMOYufnmGOO4WJrr371q/lBrylP+4ADDpjuQ599NFGYbpA5mvhjvO4cIbe7QIT7wiTXQswR6HK78krm6Tzecr0sKMRkFXNP1GU9u0X1c1pGHqxeZ8PLdVi5FN/kVKetwyqIbu1gGxFL25IIJ9daim7pchtHO61unor79PTJ6uaZ603bEyacvNNZzs8krCdpftVj99lWNKf98D/OqeNPbje1DUv3kRbN64r2WFQBnQ/JBGBkBdTVZLfPjjadF1PtvN+ZsO+psBrfvLAtLtLIBi6UxtEJuqq5rlhu2oqxqx2oWM4V50VVclnhPPZbKKxwLquXi8riha3FzMGlI8VvvEaAV4WWYE21FWtzlVQAAACgLSQtvl6PlfD+9a9/rd773veqZ555Rr385S/nvO7vf//7av311+f1n/jEJ9Qf//hHdcQRR6jf/e53XIztpptuQg/v2dS/e5i5/ZD1/IBaeet2m9B7vxaBcCDT9Z4LLluLhdxu+VARpzMnsgvcbhbYpmd3lsttnW7PpZVtw0x4uMnpriK602c3xJyeSThLp9oI7pDYzl73cy3FJDQPtwjTN3ZI4He0KKc5KQyd5qM650aAG8x+lnOiPIltHb/PIf2iR7Unvrt9fXz6fT8RopvTCEi5U/uy9GYGh61TaH9P9L823wtdcOjcm/3pNAQptENi3BHg5nv3hHbo1y1/M1ZGV2ktpjM09IlzXlMuu2k5FsS04TPh46H1DbcVo++Pz2kL+4ICAAAAbaHf4uv1WAnvq666qnA9ud6nnnoqP8AsoYn+3cFibcZ9DsxfVfz7oeUhR9sJo/XCxT2XO0aob7cMOy4MOY+53b5Qs/2+jfjOQsxZD8rQctNjW/blriG6ndfdSXa4KfTbF9w211sIbZnXbXK9Q1BXqb4Wz+l+lrMYT6V2khPgck7O/9bCuqfdcHa8rcrOi2/67IwU6ZTzzaHimQDn80oXFBbYQqTa0PP0Oza9uqsIbftdK78ntxgvfkt2O+OoG33Ly9I6A3aZEdQRVznY01v+9v17XfyeP3T+S6t70wsAAAAAYAYxVsIbgEbwC60NQiy/2xRVC4SW+69z+d28ffbSF9uF+bdmvqKQ86pCXLrdVmxr11vkH4dCzGVed1h8h0U35U2TgE5fk+SlQmtp3jUJ7/Q5L7il2Jbh5zG3W9LTLjfld1PJ8AlFhdXSaum+AM++Hh16rr8rE3rOoejUJlp+j0Zk96hPeep2cxXzJD0vFOaUuuCp6KbzZ0LO+fBtaLkW3Dp8POd62+8os6T979oR2BUiJILh5hKzLPHEta4jJ5c5orxi2HeO2BzG5W4AWcdtmDkAAAAAMDqSFl+vIbzBjA0dT+evmSde5H5Xye8u2jaU5y3yu4cOM7fjI4+Qg27DzLVz6wt0XUDNCjgdXs6Vy01hMH6fhZin4luLZBLcOtRciu8i0W1CyjPRPanmdSaDgtuIbSO0M/fbdUx9AZ2ecvar1Tzdd6un5faEtnEp35vzup1Q83zouXjD4pvEOQlyOjbKAeebDdRmjAS4dr5lvne/r0W3Djmnyuf0s+1xK0TznZjq+emX6Lje2pl2hHbkt8Dp10KYZ6+l0C4OOZdp2qmLbRztSJ63/e1PY573LM8ZAwAAANpC0uLrNYQ3mL3Eqik3NZctsqaijnjZvwu5MHOxjF8H3E8n/DjwmrcThdWk223es9MtRDYdtgwxN7253fxu0YvbFklLcqLbFd5ZjndMcKfL3RZijiDWQpyLp9k7HXTTYFIt5RzvSdVhYU+iO2EBnp6EOenNBRlqrhJFJdnmynD2XKh0/tncgEiLsBmnO3XA6TOYkHPK/aaxPRK0uk2d43ob4atdb8fplg8Rim5Cy+XrTNB74enidyXDzX0xbkW4yeVOKuZ592vkeYccbZm3Xcc9H9RpBwAAAACYIiC8wcxButWjyAetM2csp7ukjRjhh5CXtnkqCDP3Q4/9omoybzv/2hVmvtttwsod8S1CzFNRrR8kvEn8ipZh1vGOiG4pvEn8zhPF1aTglmI7E+CuyDLh4xM6vJygSuYkvEmQd1RayC3N66bR9EUZMZ59gWZfNu+bmql3JwvFNxVgk6HmxvWmsHIZcm6qnHNhNQ7dd11v7qNune0sn9+KaC3G/RxuR1zL791/rcrCzU1kRIcOLBufuOLWDzd3ws59ZJ63Ez6uF9YVy0MUWGvzHXQAAACgLSQtvl6PdR9v0OJWYsFpO1MjmquElhdsWym/O7S/bo19BcLIY+Hl0VzuQO63+97kdquo223EN4teFt9ZcbWsn3Wa182h1xw6Xk9003wkutOQczM2DT8n0WzG8zp6z8smnUdaHd1dRuMI2s7Oq+i1GWOW0/aJWDapi79lOeiy+jrdWEiLwKU3HPhmg85b55B77fTLmxRpFzpzTtPX5rzLUH/3YcRv2s7L/55DEQ78bH+Pspq+GzVRihHjZb9t/zde8t/OdBZQo5siTTzqcsEFF6hFixapFVZYQW255ZbqjjvuKBx/22238Tgav+GGG6qLLrooN+Yb3/iG2nTTTdX8+fP5+ZprrnHW33777dyac9111+WipNdee21uDkp9oEKlNGbFFVdUO+20k/rxj39c+/MBAAAAbbhej53jff3119fewS677MIXdQCmps+3V1htUDFP+y7r3x0hl98dayNm9yUdx/z6ojDzImGeF2uymJro3W1FYNjtlmLRFlIzjrd4GMHNrrVcpwWqFN0mp1uKXuNyy3xv42y74eZ6WUmBNdNCjELNqXY5fVzaR0/naEsHvKfS4mvLkrQiOrFMzVFz1aQzZ5+KryWdtGe4CK3uqjn82Sm3m84NPZvPTv2/0xD8Ytfbhoqb4mv6N2EjvFW+yJr5TZi3uXBzscyPjrAPHUoulwfbilXN87YHm0x5gbW0ZeD4cPXVV6tjjjmGxfdb3/pW9Y//+I9qt912Uz/5yU/Ueuutlxv/6KOPqt13310deuih6itf+Yr6z//8T26fSe0199lnHx5z9913q/3331995jOfUXvttReL7v3220/deeed3GKTeOGFF9Tmm2+uPvShD9ntfM4880x19tlnq8suu0y95jWvUZ/97Gf5ev3II4+gRScAAAAw3cL7Xe96V63J6U77z3/+c75rD8BYMmzlc//1kPndfpXyXGi59zrXMkzM77qm7vZZXrd2XWVVc+ehHLfbuOHG1WXXW7u+Jq+biqml4ebG8U6dY+l0+6LbON9mnRHdWbh5uj9CthTzQ84NJK47WqjPtcXVOun8SdcR4HQ+5qmeWkbuOAluT3xzjrqcXLQX67PLn4lsOheU422e6byZQmsmv9sIYZap+vynvw0/7FsKXfdmitm2MNxc/g7830UZobZiVfK8/fMUWj5NOdrTUSWVhO3BBx+sDjnkEH5/zjnnqBtvvFFdeOGF6vTTT8+NJ3ebBDmNIzbZZBN17733qrPOOssKaFpHAvn444/n9/RMLjktv/LKK3kZiXt6xD9HwuNPPPFEtffee/OyL3/5y2qttdZSV1xxhTrssMPqfVAAAACgIZIWVzWvbQ889dRTqt/vV3qstNJKozlqAAaqaN5gYbU623vupMTP7w5u6wunwPJcaLknyqNup6x03XErmcvc7pDbnbnebog5i2UjmLVoTh/pchNKbp1uPdaElduQcht6nhViI4GcVkKnZen+zevQMsK0K6P3Jmw8PUYdQq7cHHN+1seZhqWny+3D3nRIK7anNxt6Tq67PF+03NywoP2Z80mV4s3NDVkATeZwyyiFaLi5/3souVnjjM8VbguUPHe2C//WY6HopSHqhB9JEvnvelg3O72Qd4Z8pHM999xzzmPpUqom4LJs2TJ13333qcWLFzvL6f1dd90VPEZys/3xu+66K4vv5cuXF46JzRmCnHW6lst5KGx9xx13rDUPAAAA0DRJg9frcaPWXzIHHXRQrbDx97///WrBggWDHBdoAaNuJTathdWKXncq9O/mMPbYsZQ4lZHQcrksX3jNCzOXRdV0727pfts2YlpkhtxuIzRJQPsh5jKv2wht63jrcUZ0m9xrI9JDgtuIbSOq6f08FuJS2CfOclP5PBtvjiXLKU9zvk3oe158m17fzmfpTgp33txsMOfADb+Xud4yZN8Kbv6Z5KvKy/x7vyK9/S7FbyMXKSFu8rg3Y9K0hUqpT0aI29+teN0NC+ug0C5K06iaO16FKcwfX7hwoVp11VXtI+ReP/PMM6rX67GLLKH3JHpD0PLQ+MnJSZ6vaExszth+zHbDzAMAAACAEYWaX3rppXWGczgdAI0whIhvMu+ztrPnhZfn1/uuY438bulg+/N7bnYozDx7bw41yQ5HiG9bwVw8nL7dugCZdYFZtGZ53elDh4/bPO9MdNvlQnynxcvkaxNmTu9VYag5hZATc/VnnEtx4ZzPbSqP0XsqH08fliprpzcYSHwvS+aoeR0KMae508rn5oRzfrfu821yvHv9tEVZGmafhZjP6XT4Wea5mwrn8iYG5X9zDrUV06K3V+Tmix9iLnOynd9CEt4++22JZVZIC+fd+x3m8rx9ZI536FazfyOKKpv7vbmrhJwXtSCboiqpjz/+uHNTmdziopQrdw76/ju1xvvL687Z1LEBAAAAoyZpcVVztBMD08MwYripPwz9kNaiKuNl1c6rFFZTkVDe3BzhlmPp9q6T6W/jjykNM+cw6CzM3K9obl7LnG63YJoR41kPbhli7hdTs2HoQnSbSuVSdJM7HRPcWcG1MFmPb1OEjT5aOhf1z6ac7InEvE5n4RzvZMIR3ylzuLUYie60EJvO6eb88C5/hrTYGuVwd/U5oWc3OsCcw+w5iy5IH6n45t9KLm/biHHdukt8x+Z1NCLC+w0E34vfUEhQFwptv8Cav26U1NyHSVEfBrM9ie6yaK4111xTTUxM5Bzkp59+Ouc0G9Zee+3g+Dlz5qg11lijcExszth+CJpnnXXWGXgeAAAAoGmSBq/XrRLeL730knr44Yf5Yk053ZJ3vvOdwx4bmEU00kosJKRjY+tWNA/NEymoFiusFu3d7fXvTueo+KDtRDsqM4/7WrupumK5FXTUj5mXUb6xFor0THnLXXKoU5eWxDY/O4+0hZgNKe/21fzOcvt+fne5I7plyLkJ4zbLOQzcFl7LHG4jttMia1SRPD015CzbrzjyFdK/RhP6e1hBO/ym9fZcrnFOrnaXBbiplk7HtJx97oSfDSak3ISd2+Juop/38mQiddS5r3fW05un6ZG523H6eqd9wtP9k8vIlczp++D3/nesc5XIqDfutBG8poCZGG8rmxvzOeeQa/daRlnYaunieZACa7KgGh9fUr3Ams+Alc3HhXnz5nFbsJtvvpmrjxvo/Z577hncZptttlHf+ta3nGU33XST2mqrrdTcuXPtGJrj2GOPdcZsu+22lY+N2puR+KZ53vjGN9qcdCrSdsYZZ9T+rAAAAAAYofD+zne+oz7wgQ/YvDMJuTeU2wbAtDCVoZI1CqsRpZEvsXBgf1t/nlCYuX7tCnqRP6zvB/put1lmnFrCuLf82uR4O/nerhMui6n5TrfTMkyvy/pix0W3EdxGbBthHSRJxTWP03HTpIG7Znmno+YlfbVMh5ybQmzkWlP4OYnmHh9nFnYunW8SzBRyTiKblqVuf/qeXe8kDTPnMHYvcsA8s14WrnfuN+C42CIEXVY0F78Tv+K5fFaB1344eSHS1K7rNJPQrzJ+xC75dISuLVmyRB144IEsnEkwX3zxxeqxxx5Thx9+uK1I/sQTT6jLL7+c39Py8847j7ejlmJUSO2SSy6x1cqJo48+Wu2www4skEnAX3fddeqWW27hdmKG559/Xv3iF79wiqk9+OCDavXVV+eq6XSNpjZnn//859WrX/1qftBrKoh6wAEHDHWOAAAAgGFIEGqe58gjj1Tvfve71ac+9SmEps0mpqpP7pj143UICb6KhdXS97aqVml+d/ZaLPeWRQV5LMTYW2ZDzcWhG4GYvs8XDJM53Kagmgwx9/O6J2Q4uq4MbqqLc3EzEVpuRDc500qIbl9wU7h3jC5HGKTrU5PYRCOkYtjkIhvxPZGkAlp1JpVK5qiePj4aRvumtdx+jEQ33yhwQ867Yhl9xrR3txd2Ti3MtBA3RdZ4n+Yr0cvTTPt8P25z/DbcXApoqVfL8rwFpQK84wpiKaL5HkUvW2aOq7LQngWxa9Rv+9lnn1WnnXaaevLJJ9Vmm22mbrjhBrX++uvzelpGQlw60bSe3Ozzzz9frbvuuurcc891enGTs33VVVepk046SZ188slqo4024n7hpoc3QVXQd955Z/uehLwpkEp9u4lPfOIT6o9//CP3Cf/d737H25Nzvsoqqwx+fgAAAIBhSdobaz6w403h5XQxRz4YmHEM00ps0PsBNXcTzO8OiO3SfG8Vr4RtXG67yKtoTkjRmL3XbbqsCBfOthbjvD7idts8cCO+jXD3RLfvcpPgNgJahpun60kcu//K2rFCqFqVKsS3ca97ejk53bQNh4pz9Hg3XaZdbworp89gCq1Rkyf7GRIRGRCKEtBOt8yjzzIUtHi1fb3ld2csbPf7c77PKs/+axVpPVfXES/DhsUnQxVMo0KJiV+QbcwhYUuPEEYES6il1/33318457777suPGDvttJMtyhaDXO9TTz2VHwAAAAAYPQPbinTRv/XWW5s9GgDahC/qKxVnK3GwC56DBdm8qlh+G7FQNXODDCX330tRadYRTs/uArebt9FVyw0yvDx9nxfdtCx1v91HOs5dlm1PLnT64Ln4vZ7Xiv30mHm/xrXXn0PeODDrbf9y/RnT5eY8uf2+5fnzw8plezH3e5YpAf536v0mqoruomiICsQiMIJUqfJfNrZphu4JWrUPGwAAAABwvW7Q8aY8NAo1v+OOO9TrX/96W/jFcNRRRw06NQBTS8U//GM9i3PPRbezitKScy514PUgoso6mKEWT2Hn2xeJeRGpRacRrUKAmjDzdLtytztrG5YvpOaLbt/JLkK649bzZtc4qxJOJivX4OOQ8pDrnRVZM5/HhJtTmDgXY9M9vek9u/1Jl0U4NSKT4eahfO+sDpmpdB6IjtLfkVNd3H6f/s2d8LlwKqBXGN9IZfMYNpwi0lIsto8hoSmGnWYcI+gBAACANpG0+Ho9sPC+4oor1I033qhWXHFFdr79HqMQ3qBVDOjKhfp7O/24ZfVxZ3+R14XHmH8fDjnXyTPeOpt77IdsC8HN71k0ZwLcOMGhMPMY0u02rnO63M3plqLbF9ymFVgIksEyF5welLdtt6d2YjbkR++f9su53hN8U4AKrZlcbz/cnEU3h5ynYeq+sDavzSnwzyF/FSbP2xPQsq1Y8LuP/FZChdQC0twZF5wvNN7PIa9yQRtlsbQZWOUcAAAAALObgYU3FXahgjGf/OQnVddv4wTATGOYdmYDiO90ec2JKrvdJeHJcrjndmfLXYfbz+827+1rR0SLkO1QUTVTuMwI9E4+xLyq6A4VWGMhzP8nc7yzcSYXPK12nmRuN+8rdb17VJVc5HqnojstsmZajZn8dqVdcSO0TZh6NiYcvi/7PmS91ENSOexwxwqj+RXNwxXOdUsxeQAhNU1fTCwvO0Qd53uKBXubq6QCAAAAbSFp8fV6YOFNPT+pYitENxhnqBhTkDo3i4r6gTclqp25I6/LxpYttyHngVWBwmqGoACXwlLkd5tlRliny90wczmPzPGWIebpe/dAUiEeFtwTna7q6ZDlWLVzZ7kIObdOOLvXJL5N27AwJtw8+xzp52IH3AkxT8PO/XMmP3+ulZhE9N4uc61D4ro2/Nvwenn7h+b36R6XsqGRYmwOTeRoj+mFHAAAAGgNLb5eD2xVU1sSamECQGtoovDTsEK8IEeXn4vmq5O/6ziseYJCURRaI5zCaCK/OxufhaG782R9vs08Ibc7e58WRsu27ziCmx7ytXkvi64V5YNzoTWTdiw/nyyyJtz77PO7n0+G3MfOGVEktmVP9fCASERDaFyNavlD0Sm4moy6cNpUFWYDAAAAAJgux7vX66kzzzyT87zf8IY35IqrnX322cMeGwAjDwPPIR3yOn/UNyEAvCkGEUZhEVbSVqjg8MNOrRCbwt32BadEhpn782djCg/TCx93VV7aSVseV5edZ/cYvMplnCbs3kjww81DcJ9u3VbMbCcrtRsFatxv+Vl9Ee6ch0GiG8qiI2KJ3pqhHPIZRpuLtQAAAABtIWnx9Xpg4f3DH/5QvfGNb+TXP/rRj5o8JtACOqMSy1PhcNGxj2A/TUe9hHp4R6kQtVPkxPqCUYps/710gU1+t8RUM8/Gp5XMs/VubrcMMXf2edZv0+9qyRrpez2GA8XP/q2aNzmh1I6muJorzO0c6ScXYebpc7bezfOmo5Wfw4jv4PmSbalj51XlQ/tzWFHe0A9o0GnGKLJ8IHRNwaHnAAAAAMDoSNp7vR5YeF9++eVq4cKFzR4NAG0KS+00c2y+YC4T0EXrq5yCXF9psbwMJ/S6ZLzvfvM+io7Ld7u7HdX9u9+me9Timxef/TvV/bvfqf7HX156vGXH1wt8vuXymLzK5eH6ZFmud/4cF30hJYK7Tn5/0V6adr1lHvgY0eZiLQAAAEBbSFp8vR5YeK+//vrqZS97mdp88835Qe43Pb/00kvq/PPPZ2EOAFCNtiGrvn3ByiH+LXIrdMeLWckialUxfbors2SNNLBbiu+zn03fH7e6mjzq5UrdJ4+9qxSL4GyZKazmF/BOC6yF3exUfIfXVRHjXNG87B7GoEX1popRtQobZQsyAAAAAICZKLz/53/+Rz344IP8eOCBB9TXv/519cQTT3AP7wULFjR7lACMEy0o6BQt3lVzzLCEXO8q2NBzIb6TL/xOdZYlLLpZhPtJ3jMEPxV98IlK3s9GoOkBAACA8SdRrWRg4b3BBhvw413vepdddvfdd3O18zPOOKOp4wMAjDl+IbUpZ8kaVnQn87KcbwBmS+gaAAAA0BaSFl+vB24nFmKbbbZRX/jCF9RnP/vZJqcFYLyYglDYTmAfdQzowrFJtX+QQmNk4bGiZT0vpzkGVRHPXlf/gE6htLOftaKbnul9qJAaLevp80r76g94w6BX8s8mFWILvS5aJuFDLDu0Kofuj0lmwH8DCDMHAAAAwBRDUdvvf//71RprrKFWWmkltcUWW6j77hP5itPteC9fvjzXQox49atfrX784x8Pe1wAzC5YcIQFmZ8mHKnhVXk3ZZKbhCGL7k6xYOyzuO7nROlcXVmL2nHN7RSLbt8td+uGe/vn6udC1Kq+LqSW5nSz861zvBOa96h1ovOEP7f7OeRNAbm8jshOl3dri+/KpegbYAoyCsaDFldJBQAAAFpDMrXX69/97nfqrW99q9p5553Vv//7v6tXvOIV6r//+7/VaqutpsZGeK+88spq00035aJqdFeAntddd131xS9+US1evLjZowQzjqSfjKalGCvHzmjdNFJg3QZyuT0tzYK5wVNiBLg/b1CYJ+WC3Yb2BJQYC8WOJyZFAbX0fb6UNS2nNlxSgJMbTrndpm83CVwSw0ZwsyvdyYqtpe+pD3gqYHsJtfjqcsswrl5ucrppf0texqJ74u9+pyb6E0ptbwR7HHK/jcj2xTbtlY6XBDe9rurq529SBIrlJfS5K/wgYj+a2JfZhFs+zHb16+pNEdyxvoE5AAAAANCW6/UZZ5zBnbouvfRSu4zSqccq1Py73/2uOvTQQ9n1/upXv6p222039ZrXvIaF97Jly9SJJ56orr76avXTn/602SMGsw9pRY6apD9Y2GsTIbLJ8E5kcJuy0OaCw+8HxKF0cMnVNgLULE9FqrsNjaFlOWErjs2v9B0KBzfvSXyT7u8d9zIW2+R+m/DyZMnqavK41ZzfjQkzp+3NvOn7PCGnOzdGngO+cZBuI8U5nZvYZ5XQuS91wGl98LuNvC5aNhvdbgAAAADMOp577jnnsXTp0tyY66+/Xm211Vbq3e9+N7vdZCb/0z/900iOZ2DHe7vttuOHod/vq0ceecRWOqe4+C996Uvq6aefVr3eGDZ1BWDIEPA64yu73UmJu22M9IirXWUus44c106J4JZh3/ReOt8kOP1/QKTzzW6xStTcaJg5Od89fm3CztM8b3+/5sOnrrcJOV/+8TQESI4lQc4c+zK1rDeP24mVOt6JEND6S6Ln1OlOzwO/pnOin7PPIQW4ewPCOWfivEaLhpjc+5Lvzf8hhW+2hN+PRGibOfvTkLNd6+YYQs0BAACAsSdp7npNTrbklFNOUaeeemquU9eFF16olixZok444QT1X//1X+qoo45S8+fPVx/4wAfUWAhvn263qzbZZBN+vPe977XL//d//7epXQBQm0Q62JJ+n360/uBweDk5pyYu2h8b2aaxsPJBw4ZjYsw8QrqPhSWJwoAI98SjdXj1chKm1Nd7rhGtlOutBTi9ptByeu4mFGJOYeX9XJ63zO824eZEKOTcON8kwK3YlsfsnYCY220KutFXnIWbh/O73fnTz5hum4ajp/sx56XrCvBg5EBchBsBHtOVvoA274cqwGdCH+SzT39MC6HRf89lQHgDAAAA40/SnPB+/PHHnTbXJKZ9yDwmx/vzn/88vyfHm+qVkRhvWnjXCjV/+OGH+eCqQgdN1eEAmM3h7KEK5UOJ6SJnO+aIRuZkfRURf77gTpe5YtKOC+RIS5fYbqPdbQ49l9sb15kFsBbFnlhO1ydOWDktDz/63jbGTXeh/aUCPH/8fn53KsizXO/0uPPnw5nDE9whAS6/hxD2+wt8ryGh7YvwkCjP/SbjuQaqFo2kXIyRoAcAAADAjGXBggXOIyS811lnHa5bJiEj+bHHHmv8eGoJb7oD8Oyzz9ZqLzaKgwZgymlQDBjBZB/BEN3I69iYyPt4znc+pNm43SQMpQg0AtwKZRbOmbPrh1hnArUTzAVP50hdZeMum0cquN3WYiHxnS7P/i/0PhuXie6Q222EsnHq/TDz7DykNxLSGwrms+rjFjcRzDnKRQnkQs5FBXnx3dhw85rfe1CEV3W6C6g7fkoE9CA3yvi8NvAAAAAAwOhIpvZ6TRXNKV1a8rOf/Uytv/76jX+0WqHmSZKok08+mfubVYGKrAEw9lSslE4uYSKkjHnvPHc6LKSTifA2RTncJpU5OFa63SbRO7TcvA6GERuxLVaa/fI/UElhGLQjvk0otb5rwKHmJI65iFrqONPxmDzvbi7cvJerbs5air+HtMI5z8xj06rnuc+jSde7Ypvns8I64X/ofNFt3G4TZi5db+N2m88m87pNmLkTaq6d8PS8uDcmQgLcd7fTcx3QqknJ96mqiXD7fkARHQ1hNwdctxBheteh+vgGCJ7fAeYAAAAAwOhIpvh6feyxx6ptt92WQ833228/zvG++OKL+TGtwnuHHXbI3REoc7xXXHHFQY4LgPYJ+goCPyfAY+I79OwVXePXLLazAemybF1Hj7ZpvV5LMePcZlW7swJrJmzcru+YnO0O53obMU6SdIKFapqfPdHpa5GbLaNnc45IiHPBMz4GcfyxUyc+vxTo0uWOie4itzudozjM3K/wnq7TYzwn3BfcaWRByPXWHzYWWl4WDVHw+4idtyrI8PTSXPLYFS8X4k53qaBmAQAAADA9vOlNb1LXXHONOv7449Vpp52mFi1apM455xz1vve9b3qF96233tr4AQAw5QzTC1xWAKu1z3rF0XMCumC9eW+Lfwfdc1eAm2MyQtsKcFFgjZ4nvFDzTHBSey4julNXOxWaqePd66Sim4qoVXG9jXAnUtkqP4xeIQquxfBD1HlZkrBoDIlu6Xan4jtzu0PVzENh5iZfPdvenCPzOnt2z7EruLOCam7ouY1U8AW3FNYxQR5bFnDEQ49pCw+P1BKJFkusQlH4fp05AAAAADA6kqm/Xv/lX/4lP0ZNY1XNwSyB/vDtdFu0nwFEeGgbI8htKLgYExLr1mIWIeBeKzIZpm7biXnV0o1AijrkoffmIfRsJgITJ8+bxXfHDzOX4jIVpGl18VRsUzXzVICTsx13vZclE2oeu+TaAZdh9Lyr9IP1bDh62P3OhaFrTNg5/e9yK8Lzonu5DhU3Itq2EAu43TLM3Hx+PhdemLksvObnx8sbG/b88wvX9TaRCe536LaAC1cmj/wW/GUFBdpy24Vc7364UFuwmGCZqz3C4obZMTSQo40cbwAAAGC0JO29XkN4AzBK4e453SySQ+3J5Hg/dFzk7TratFBwZznb+fB1UViNxL12w43Q7gZcWce97bjh5uky7fB2SMhOcGsxEthFrjdtzaHpSVctpzsT1H5MfEDSdd0O3bPI7jr0dHuxflLcm5u2TaQLrt+ERbd2q1lEZ5XMlydzgm63EdVWqJv14maEPS+BB59P/aMw59e43E5hNU9wxwRzyKF2xLQYF9q+FL+1WEREx6r3V67qj5BzAAAAALQYCG8wFpAY7ZDKGgbTm3uYUPKqhPYhe3urIXt7l4UOh8KGi8KP7fvM1bY54EYA6uWO861FYqcw3JyEpw4vZ0HsFlkLud78T09nksfTqSJxTqNYGsvTZ88zzanD0LViNCI8BIeUC5e7UxBaTsdH7nvfPmch5iy+A2433VwICmz53gszlzcxzEez+d3mBgsfsrjTq5d1gt9jsYPNteuDojvkSNfs4S23KxozRGR40zQRPt94+D0AAAAAZs31GsIbtBdWahFxXBbm3u96zfZCFaS1QozMKYW2qXgu11lBlWiBop1e59+KmPg2hrYnxIO53qZYmna2rVOeE+OuOOx0stcUSu47t5MUWk6Cm11rITJLXG+V0D87k6nQ1p/DVgjnXG/hfOvzTMvTr1IIcJHTbQIIuCibZrl+vVxRrnpcdGd56unxL0vmOCHm9FnoQcvNa+l2WxFu8sFljndAlMvQfkfj2mJ4gfxup593xRst8reml+WccCO0Q9DNsNiFy98mKMqHvOrJ7ZsIRfdvZg06BwAAAABGR9Le6zWEN5gV1cKjDvmEl3wdm8uovdKq5CUtxVhp1a9sLsWyU5k8lP/tjY/mead7s20bjAPOQlu8TkR4uevipq63Ea6p2E6s603vwx+QTiVFJqRvKd+bq4Xzh0hPXK+TqAmamwu1kXBPHAGeut1JVJfJ9mC0zgjt9L0rusnlTsPOJ6y7zc53JMQ8F04uRHtQcIubGUnAAXfCzfXnyOV36xskQREdE90RIV73ghYKW7cHGQNh4wAAAAAADgNXr/rgBz+obr/99kE3B7OdutWJh3C8KldCrrCP2nmscnloiBPi688Zb+HUiTnnzrxZOLLTiso6qVk+sRV/5nC86ubW5e57wlKR850K19QFn8gVX8uKjnWDIdzkJJPQpTxvW9xMt/cyrykXe5l+v5z3TY52xz6M0DbvzXpieW6e1LXm1zrE3Ihumddt1skQc1nJfHlfu998XvSzJ8rT9+n5cPPmi8LMPTHthZWH8rtzv7EiV9z5felHv7iieWErMb+Xd5kgL+rhXbcfeEEF9Pz4TjMPAAAAAIyOpL3X64Ed7//7v/9TixcvVgsXLlQf+tCH1EEHHaT+9E//tNmjAzOaRvK2C+fvqw7ldFelH3G2bfWyisfKVb/09v7rUGVzE0pO9cOM0CXhEdqfccSF8GITuJN/LcPTzXJTaZqXm/U0XV+Em9P3ov9N4kZivE4PJ2dbddUk/+PQ57xttpcF5Gpry1mp3hw1R++UXHEKIVfduarX7/K2/OhmDnMqtslRJyc7LcpGIekEyVwS33NVj93sbtJnNzxdl7roZpxZlp23/Kk0jvtL9Nyfmznhpoiafd1RLyXznBsCNqRch5LTcrOMH1p0L+2b5V21rD+HBfiy/gTfoDDPNJbOx/JeKs57/Y6a7E2ofl/fvOjTd9BNvwf6HvsUMUGv098Bi2L9mj+6fC1+I1Y803NUWCfeTRhx00e+V/n3LL71fyt+RXP/2WC3od97rIe3L8KlkBbb2Btog4r2FoeuAQAAAK0hae/1emDH+xvf+IZ64okn1JFHHqn+9V//VW2wwQZqt912U1//+tfV8uXLmz1KAMaRorZJVohkq/KipIbr6IUWhxzPcP5uJuJDrrfNN2Yx57uyqUg0bq15sOutxLPodZ2KUuGKC+db5krT8uXG6daiNqsmPmEd8NSBTt1nErepa5260+Rcm4dxouUyGk+YyuV2X7TeCGh+nR1HHdGd5XanjnesinkWbq5YgEvH20YbsKb0enZHohZyv4+Y451LK4gsq5Lf7d+0kvuKGc51glqmIjQ9aegBAAAAAFyvB2CoRslrrLGGOvroo9UDDzyg/uu//ku96lWvUgceeKBad9111bHHHqt+/vOfDzM9mO3UDUeXbtmwLYy4wJp26crCY715rPvXj4juUNXoSCVp6VJm7/VrVUEgCNGdiTrtpHrjraHp5XdbAS5Cp03IefacCWMpsvMitZsT32krrkzkchEzHQ5uBHgaDp4KZCPCzcOI8XQfaTi5EdtEus9McBuX24SWm2OzYtwT3TK83NwcSPt2p/vi8Hq+ETGRnR8RXp+ev3Sfrvg2oeZ+yHkmwN2bJe6NFPl78FMOZOpBrihbSZh56Pdnf0uB33tw2SBCOrZ9jTSTymklAAAAAAAzSXgbnnzySXXTTTfxY2JiQu2+++7qxz/+sdp0003VP/zDPzSxCzBOjOiPWw6/HnjjyLahOYtEQSgk1tvWzXcNvw7uTzaXlvvKOZJe+K+zLv5aiq6cMxoTYr7wM6KQ72G4rrcRjKbQWCbCU+HZ1yKUxagQ3FJ8G5Hri2/zyMRvXoD7Ily64fJh1k1y9XTlONy8P+1yG9Efct6l6E4/Q+Z682ek0HFRgC07B0J065sS6Xlz3W5zvtNz7N4A4Rs23o2SaEVzuZ28IRPI/3bCzAtwwtC933al/O5xLawGxxsAAAAYf5L2RqgNnONN4eTXX3+9uvTSS1lwv+ENb2CX+33ve59aZZVVeMxVV12lPvKRj/ByABplFL2668xp8rljr0N53ra1mHaVvffRtmIFLrZNT/cqnLvb6ZZnfrVzyiU2C5IsD5yHkiCk9G4eYwqvUSuvtKc3iUjK9WaRqd1e04a7200rkXOLMcrx5nxt919Ayrg2CSkkWamCOYlc6vOd9v6mnt+mYnia680tyTjMPJtrIvB9kXBOv870S0kFN/UcNy3LdLVydq1NeHt6E4BvBthc72LRbVx+E2ZO7r8TCaBvVmTOdya+s8JqaZi/eV3kdsduqPiRC9GbMv5vybnBE7gJZMbb18X53UFkfreT763zuwelbmE13qaBYitjWqwFAAAAaA1Je6/XAwvvddZZR/X7ffXe976Xw8y32GKL3Jhdd91VrbbaasMeIwDxvtzD4Ie21hXyse2t2E7VdrSftxHCkd26giptSSaXGS1vBXjEBZWtqVhcT2Q9va0wN4dN+yFxSC2++H3mencmUiFJdCcSFpcsvnXPcyqGljrYXV10zhSiC38+6g1O0DYkvLtWdMcFOGEKrvG2gZNneoJTEzKCxHRCxdz0WCm4077bsqp55siz8BaiOxXQomWYdfnTh3G76XyY8PI0QsAUUes6ud2+201aNC+iO9Ewc8fljglxVXz314SZN5Lf7WngQkEu9lWlsFp0fNFYAAAAAIA2CG8KIX/3u9+tVlhhheiYl73sZerRRx8ddBegBYxfZfMBxHtR1fOQ4C7r550EtrNCWKwP5PNmbacqCm3Rn1u63lw9m511En9J6mJ2XdfbbGdcbxbd3T472ex4d1PRPcmVyRPH9Q4+G6Hc9YV3lx3x1JfuRAU4eePpmOz7NmLc+YrNeh1qzu3OuN94ulwKbpPvHRTeIlfd5JFbl1uH0Jv2YXweRIh59loXrLMVzLXj3Y+43baSeaComqhaHgur8sPMM2GehZmH8rnjyzyhLf97CP03Yl43XFitidztKmH2VeYAAAAAwOjotPh6PXCONxVRKxLdAEwbTRRYS+OtXYct0hYpmucdEitOwbUaLqQnrmPhx6HQYynUbJE1nlP3ENMiMJTrbUKiOWRa5nxrd9cUDTPC0xQYk2HYptJ52u87638t3WRZ8Tx7n76Wedv0eKk/1+Zzv5TMdban91m+t6lqbnLG5fhsPybf2z8WJ7w8Irqdgmom1FyHmJtzI8U3n379nrWkcLJz35t53S8vqlb0qBZm7v/WBsjv9l9PcWG18n009KjJBRdcoBYtWsTXyy233FLdcccdheNvu+02HkfjN9xwQ3XRRRcFu4pQDZX58+fz8zXXXFN7v88//zx3JXnlK1+pVlxxRbXJJpuoCy+8sP4HBAAAAJokmZ7r9YwprgbAWBdyKyqwFsoRrfDHPouRWJitP6XnGoaqlJe5kNHq5iWCyym4Jvo/S+fUD1VPhWEaCs0h0UY0eoXW8qK7mvh2Cq454tsXw6HlASGezLMPX6ATIbEt97G0L8S7OZ6+m9NdJLodt1vfjDAh5va1Fdu6uJp4b855zu2mSIMKudz29+HdzMmNLyPxwsyN6K+Y3x0MLY/ldwf3P6ZXySG4+uqr1THHHKNOPPFE7v6x/fbbc9vNxx57LDieIsSoOCmNo/EnnHCCOuqoo1hoG+6++261//77883vhx56iJ/3228/dc8999TaL9Ve+c53vqO+8pWvqJ/+9Kf8/mMf+5i67rrrGvv8t99+u9pjjz240wlFzVx77bWNzQ0AAADMNCC8wVgxksrmdnUFEV/3j/9cmzDPBfTcwlxbMWfbiBPpi6eYq+mFJMfG51zvJO96szAkka2fpXhk0W2etcsrxaeT++yJ76W9uLNcJMBJRPP2LKJTUV00B603Vc2t2Nfz0ToS4yS4Hcc8IrrT9QWiWz9kFXPpcvsF1SiawIptksvmhoj9HtybJFzVXNwkiQpxFbnhEgkzL+obHwwzr5rfzfOWdweo2p4vmzcZvLDaNHH22Wergw8+WB1yyCHsKJ9zzjlq4cKFUWeZ3O311luPx9F42u7DH/6wOuuss+wYWrfLLruo448/Xm288cb8/Pa3v52X19kvCfiDDjpI7bTTTmqDDTZQf/VXf6U233xzde+99zb2+V944QWe87zzzmtsTgAAAGCmAuENBmO6+uU2EXo6SIEm6doF1oWcv1w/71BbMXYAs6lKRZHvcpq83jJHtF/gemtnVYY+Z05sJhopP9mEnMsWWeTyymrexc53JsKl++24zp4AN+KYRLN0wmPiWy4njNgOCXv5WOqHvovq5YWiW7vc5plEd+p8u/ndHD0gHG/zPXA+vRHcBQK60o2WCjdpwjd3kmph5mXh5cPcuIoOKfm3puI+TUTAUA8913PPPec8li5dmtvfsmXL1H333acWL17sLKf3d911V/AYSQz746lIKYlh6iRSNMbMWXW/2223HXcmeeKJJ7jOw/e+9z31s5/9jOdqCnLZP/vZz6q99967sTkBAAC0m06D1+vWFFcDYGi4jHN36gusBSeh/0o7gT/oKc+biop1vAJtpuuXXF69rVjqCKY5v1I0FXU/SMfp7QpEliPCTHE3Kdp0y7Kswrl2WnkZPSVOoTUSi3R2k4n0NZdF6/TS9lz9vi66ptSkPi/G/aSCa36BNapQTpAonUtzdNJnWt/rdPl1v0Nlz6jfNh1eorpUYZ0PiObscx9uKrJGGHFN+/IrnPdNH2/utZ22B0uXU0Xz1JU3xdVImKduPeWgpwXTaDv5HBPdUnzLvO70RkUWQWCjByIF1Wq53YECa6F8f/O7KXK75e+6dpj5KPO7xxhyjyWnnHKKOvXUU51lzzzzjOr1emqttdZyltP7p556KjgvLQ+Nn5yc5Pmom0hsjJmz6n7PPfdcdeihh3KO95w5c1S321X//M//zIJ8uqAbGPImBt3UAAAAANrCUML7P/7jP/jx9NNPc2sxyZe+9KVhjw20hFFXNg9Cv0cS42UuNolhM1YuZ6HYqS/YK7QVc6ubm+0qVjePuJ6sKY2g9vqBm4rl2Xr6zOntQBJ5bCh20srmfFymj7gQXwlVOifxqOeh/ty6abfq0ffbSWyrMdoXicw5NKEQ3XIZ9/UmIZ4kqk/niLV7Kp5JRFPLMH4vRTgf1IQQ31KwuV8LCeuucbxJVHeUI7b5J0ICWVcuTyufp860qWJulmUF1LpB0W0EtwzBt/nwOhIgFd0ixNwWsdPfn5/PLSISitxu50aLJ8Zz4eLS4RY0EWaei/iQhQj9/O6yquh23qT2Dbip6gv6+OOPqwULFtjFVOQsBuU2O1NQhExB68LQeH95lTnLxpDw/v73v8+u9/rrr8/52EcccQSL+z//8z9X08Hpp5+uPv3pT0/LvgEAAIwJCfp456CL42mnnaa22morvlAX/SEBwJQ54yHn2lndV52iuUq2j25DCMFt3PBcWzEr9lNHPA3xTqg5dT5cWIjnfKhwBddbCnG9jo+j47YUs2HmdLwssPVH0ZW302VpWy92vrupY21UNbnWfE6NKE86ak7XFd2s0WlHJMB7tL6nhTjVOe/odmKJbieWCXASwUaEs/jWJzIV3ylSgBtXmzDCm0T6cjou47abQmjcz7vc5U5D6L3q5UJ0W7dbVH9Pn9Pxsoq5E2JuBLjM8RYOt7zhEnO7rRteVuk895v1wswDwrx2mDlRNQMlJKqLuhE0kd8dOxd151CKRbcU3iHWXHNNNTExkXO36Ua170Yb1l577eB4cqTXWGONwjFmzir7/eMf/8iF26ga+jve8Q5e9oY3vEE9+OCDnE8+XcKb8tWXLFniON5+dAEAAICWkzR3vW6N401FYC677DKuqArAlDrkphf3ICK5aI7YfNxWTAtLu72pkCBcKBLZHL5dPdzcON/GDU/3p5pxvf3wch0AkIrvdBC/1uHN5Gqz86o1XxpyrvO9eaKuSijsm4Vjpqp7XUr2Tp30pNtREyS6jS6yDrkW4yzA0+c+ueQcat63AprWpY53orpJ3wkh59fmfJP41v+qLg99vSzmdVVzcrxJ8GuxnX79po936nJTfjcJ7dQFT4V2WrHduN8ij72S6M5ah8kCdZnbnQpuK6K1421ca/o+Qn27nbDzWG73gEXVHOd7kDDzMc7vng7mzZvHbbxuvvlmtddee9nl9H7PPfcMbrPNNtuob33rW86ym266iW9wz507146hOagKuRyz7bbbVt4v5YvTg8LLJSTY/ei1qYQiB4qiBwAAAICZzMDCmwq4mAs9AK3I8/YxOctF4p61Z7Vwc87dZf2cCqJUdBsHXISlk4Ncw/XmucTdQd/VlkLc5HenwioV2yy66TMYgc3rdf65DjHXH4YFNGvp7H9Ul9bTuec/2LNwcyPeWHRr5Za+7nCoOrneXRK++vs3YeVp+DmJ7g6L8UlFIpvj4FPXnEV6Jg7MsvQrE453P70DkhZGI9Ge7seI7SzXOwsr911u0y7NF99uMTW36JwpppbL6xYOtwwxV364uQwZt4I3LrRL3W7fzfbdblk/QI04zLyqcB60iGJhasnU30En95ZuTpNwJsF88cUXc0uvww8/3Dq8VNzs8ssv5/e0nCqA03aUf02F1C655BJ15ZVX2jmPPvpotcMOO6gzzjiDhTS1/7rlllvUnXfeWXm/5NbvuOOO6rjjjuMe3hRqTv3D6TioIjoAAAAwbSRwvHNQm5IrrrhCnXzyydPxlYDZluc9SLi5n+et/5i34eY6xFs3rc7yvP3Q8QLXm4WpiOdm6aqLkpnXdgwn9XJAd3qIPX1O+gk7xVYokzTXbrzt6Wxtc+eDpuHhPfEPFBdFSw/T0SD6HzGKvrbjeb2JNTfHp49NO/X8mlxvcud19XYS6Z1u+myEbr+bqB653RQy3ifXmwqwJex+k+he1knY8aYHOdUklud0KWQ84feTE127nFxvdrz1hzIuuAwrZ9e8hE5vHj+/MDlPLeumznX6M8icbX6tRbX72gjyLLw8K5yWVS8375dPTgQEdzf92fToS0kFtunX3enpdAPjbPMyOmbzXv++/Ad9d/I9/46y99m6NJqh47/vidfCAVf0W+TXaX0DfubfXzo2LbymlwlBLV9Xcp+lKHeWDRdmXprfHchlH4S621O/7WeffZbTsp588km12WabqRtuuIGFLkHLZG/tRYsW8Xpys88//3zuf0252Pvss48dQze8r7rqKnXSSSfx9XejjTbivt1bb7115f0SNAcJ//e9733qt7/9La/73Oc+Z8V5Ezz//PPqF7/4hdOnnMLZV199dW6bBgAAAIzD9XrsHe+XXnqJ76LTnXbKDTNhcAbcNQdjH24e3LE3Xx3Xm5BOt3lvcr5Dud6m5UEiPrNwKY0eLgo5z7njMtScq5QL15z2z6pc5HlbN1w736b4Gt8i0A69LromTUubvt3xk7nJ9U3DxfmjkXOtw8xN/jfncXOutxbVvTlWdHc7ngjX4fgs0I3o1gXSfMc7/crS72COHrOsP0cts/ndqdg249Ke424Od0h0U5i4cbhN4bRQyzBfdGcutxDdMrxcuNi+053L6/aqm+fc8Roh5vY3yvtyHe3C3O5Y727538+gbrf3fiaHmUuoYBk9QlC6lg850ffff3/hnPvuuy8/Bt2vyRW/9NJL1SihNmg777yzfW/yt6l/eOizAwAAAG1mYOH98MMPqy222IJf/+hHP3LWodAaGJtwc98JM4I9JLRD1c0HKLQm24w5ed/GtOYxJkw8Lb5mRbXyRbYWvQUh52lrKldok7Y0os1UJ7e522a5XmbM4zS0XItxuzOT862dT875FqeTRrBrn4rufjLBgqlLAr7bV0mvqyb0TQkTcm7Ft21VRpEHqbCm0HMjuNPQ8lSEE9ny9Dsywj4U/pvmXKf/vFH+9qQQ2unPIHO7ZTi573hLl9u8p7ll1fJegejmSua+6Dbh5TLE3HG/3ZspMq/bF+FqkBBzPzRdVc/ttutC78tMZyPC/WVNhZnP4tC1cWWnnXayVdkBAACA2X69Hlh4f+9732v2SMCsFcwjoW51c398aPtQuLkR2rKoWij328v1tq63zvu2Ed+BCue1XG8THi6Eta1cbgqrmaB1E4XPBdVS651D4znf2xXfpvtZVnBNnhbK06b1Xe0+pyI8SbTo7qeCnFxv434nFFKtw89Tx9sIa/PIXG8+VCHE00NP3e8i+lp4k5BexkXS8k63eZ+uz9xuFtmm+rlsD2ZEuHa6bcuwXjeSzx0T3eZmj1med7Edh9oX4V7/91putxTj7Ebr37ENHRc536LKuZPPbV4PIqpyldALFHtDYeZtv5ADAAAArSFp7/V6qD7ev//977nwy09/+lN2uTfddFP14Q9/WK266qrNHSFoDSPL8x6HcHOznSHWWsz2yc72kQoYkrTpc1p4rbrr7RRXk0K8ExDbske3EWSmynlfHKsnvtOo+E5QfJPo7HD4eFbs3IpucsE7WnRr95vELL0n8WwEeOZ4S3dbCu/M+TbrJSbn24hrYo4urra8N6GW6d+dEdXyte94G8GdCmstvoXLbZcbp9v26a4hunVov/2+hABPfxOBvO2Asx3M4+4XF1SLVjMvcrtluHkoRNwIcYSZAwAAAAA0K7wpd2vXXXfliqhvfvObOZyM8rqpOAu1NvmzP/uzQacGYGChXhhuLousVQk3DxVZk9vYuYyeDbQWM663dMBFhXMOFQ+43rlcb2N9B1xvLoTlFV6zLrkKh5zbcSYk3VQ5VxHxrduLOeK7k4bLcxsyrjueim9qEZYKY+F0ayFucr9JrJLg5tZh3b5a5jve6Yf2XG/xnHgCXAhuI6w5zJtzvCeyUHMjurXj7YeU+4KbPp8R4tLlZrFdWLm8gugWotnJ6w6EkssQcynKY2HmfvG0aG63E37uud08tqR6eVXHeyrCzEuOpc3FWgAAAIC20Gnx9Xpg4U1VV9/5zneqf/qnf1Jz5uiQzslJrnZ+zDHHqNtvv73J4wRtZxRh61XCzWV8uBwfDDXX6ojDzTvViqyVud5pw+yc651ul40xBdhyrrcoluaEnIs+2ibk3B6O2F6GpOsDD4tvHbMuRTx/XTy/LsGWUEh2wvnddIpI+JIwNqLbrON8cd2rm16zqO3q3G521323W7/WQjzmejtfBYvm9Ltdxu3EMkEuBTfnx+twdBNSbgS3CStPi2674tuIbv56OKd7CNHtFVnzq5mXhZj7LnYmuGu43UnA7ZYut/xvIBDZnatuHhLaZns5nwwTz4WgB/bvT1en57Tpnz4Mw24PAAAAgFl7vR7K8ZaimyebM0d94hOf4N6hYJZQUzCPXbi5737HiqzpwmLVjzOQ++253iYWPBW/xlXWwtZzvd3Qcz0/O+oyH7dTGHIu3VB7mFwcrYL47lHFc7uFU+2cwtTZwTZF1FigU4G1zP22opt7dLsCnEPOhQNuhbcW4YTvevuvg1+BDDXvCCfcK7IWc7hTjeiKbz6FopJ5KrYVh8yb72Yg0R3L6w5VMffaifki3BHa0vlOIm53Ene7swrnkYJqZUXVuMpcRICHXusbYkGKWo4BAAAAAIw5AwvvBQsWcP/RjTfe2Fn++OOPq1VWWaWJYwOgWKiHRHMs3NyuNKHfBeHmofGxImtWlIse3pHWYr7rbQt0a3Gcq3BOx2jbkbmVy3la0/orIqp5jCikZrfzA9P18eeKsZn3gZxvR3zTMerteRV/fqr+rd1vmo/Ws3inonadnAAnUcXLtfCmdtVGhPPhm2dtzZrlRczVwpv7bJtMAuFy2/xskcMdEtzZcs/l1iI7c7p13ntSX3T7j5DrHRLiTt/uaKsxWUBNhK7LUK5+gdstc7+9kHPnv5OiMHG/d3eZ212XKttLZ3/g/Qy5PQAAAABm7fV6YOG9//77q4MPPlidddZZatttt+U/mu+880513HHHqfe+973NHiUAo/yDXIrwonDzqkXWarjeHR1eHnS9ZX62zfHWoeci5DzL0U5Uol1yv8p5MN/bK8xma771M7FdKr5ttLzO+ZanjjppsRPe58+ZztfV7c5cAW5CzY0DTqdHim/zmp6rCu+Ozvte3p9Qy/WtBld0p+HkMm/bF99WqPO9gUx8G2c7XZeJ7lRc65z+pLroloXSgqHmjpD2RXgSEdp5QW7cbul+m2rmg7rdwVZjVXt351b3h6tmXjB/m3PGAAAAgLbQafH1emDhTYKb/nD+wAc+wLndxNy5c9VHPvIR9bd/+7dNHiOYLVQNWx9VdfNYkbXY3OxIG2EQcL399mQB19vOy8I3FULOcu162xxvLZyMwJYh5zIn3Ahoh1C+t+zj3fXD0Cn824SUB8Q37YR7eAdyvk0BNA4vp6rnWgB2XAHeN/neWoDTazbQ9Xk1Qjx9rT9G4F9TI8SNsOZxSRZqblqPmRBzKbDTrzsLL7ch5SZ0XIeV83nlz5qJbxteTtXZ+bvRotuEmquKottPD5DvxQ2TvDsu87iF0I60D5P53Ea0y1DxgdzuYYqqOfneVVzrIa6kLb6DDgAAALSGpL3X64GF97x589QXvvAFdfrpp6v//u//ZufqVa96lVpppZWaPUKgZnued2Ph5jJHVIva1Hn1xvmuN2EFuXa9VYXPLMV2xPU2zjU72qb6+YR0ujMNGyy0pgWzG2qeutFyuRVd5utyzos4ZE98mx5kIfHNDjctofzmbubK83rtftvcb17VcQU4iWzOUWcJnoasa2FtRDi76p7g9t3uVCZnn8iI63RepSb7HdXrpMLankYv5Ny62UJwm2XmRoZ0unl/Oqw8dbq16Nbi2+ZfW8c7IrqNqI6Fmft53SFh7q3r9PJiOwtNd93udP8y3zup73Zbh7vA7a5TVK0uyPkGAAAAwAxgqD7eBAnt17/+9c0cDQDjEG5ul1VwvR0xMViut8nhTgKuNy8vKLTmV8POie1AITVZbI3DykMtxsx2doUQ3yym0xxzcnPTdmI67Lwr3G8azLndOsfc9BA3ApyN8VSAk6/NcpZEN4vtdL0S4eZWUAvhbULSQ1/JhA417/W6alLfBEi/6szpluHlxt02wjwnuE1YuRbUPEffdbptaLkQ4CZUPOp0F4juXF63I8L9MHIRYl5SUM1xu23khD6nftG0qXC7JYOGmZceTwOhZ2N6Bx0AAABoDUl7r9e1hPeSJUvUZz7zGbXyyivz6yKopzcA0xluXqnI2qDLU9WV2tPD5HrrUHGOiuY5tYDThdNsbrcJOTc3CJyQcz/c3IiX1PV2hLlXbM2IbNczFstNzjljwstthjdPbgvCdbUI1eLbVlyXLce06LYCXMdRd+kzpFZ4+qydfSnE+Qi8ryZW2ZyE9EQamqAm+10ONTfC2z4XuNuZ0PYEtxDiRmSz6Dah5k5etxHJrutdKrpDbra3HYtu2QPcd76lyBZzurnemcj2XXDHza7rdof+23G+nIDbPeow85aHrgEAAACtIWnv9bqW8H7ggQfU8uXL7esYJmQUzCLGMNw8PNZzsfnveR1uXqXImnEC/Yrog7jeRixrG5vd7ZJCa6GQ87Q6uii6RtiK6x1XbMu+3SXi2zrWwhFnsWz+NWOHW4tiLpRmbiYYcU3CX7/Xc/FmPSO6SYibqP9UxKdOt3C25Wvv+KQL7sMF02iHE2lVc+OKGzFtXvvutiO4TUi5J7jtedY9u63o1eucvtuBdmH+s/OwgjgvuLPxfl63O75KiLkpqGYvTKHQ8lgBtTJMCzEppkMiPvedcbP16Pps+gbD1AEAAAAAxlF4f+973wu+BqBVxIqshVzvqqJfut6i8JppIWbFc6TQWi7k3He7OU1aVDW3AlwLYBlObsLBzU2CiPi2brcR38a9tmHl6WfSMeO2F5ltc2YcbzokKcCNoDc7kzXmhAuuHKc7H2ZeVkiPxfxEes77OuxchphbsW2+FyG6o4LbONwm4EEvc1xu63abdSLc3BHI+crlvuj23exoXncujFwsKwsx9yuie0LbivEytzup6XZnX1TBl1ijd3eZa97iO+gAAABAa0jae70eOMebengvXLgw6G7TuvXWW2/YYwMtd73rzlPZ9fbCzbMJEldMC/c653rLompmvAmp5jm06y17epe53tLp1sXEkm5XhHSb/mDaSe5pMatDulmOm57e2u6mHOm+CUfnomxURdwvrJbmS1tRaV3y9DU/SfGtq5PzNt5rc6wsnOm8acHP50Ivt2O0kGYn26w37rh9bYR46n7bfynZCc9e50V3+c+Ic7znKjW5bEJNWoVtfgrmt6InMw62+ZlIMS17pZucbhuyrcf0jHg1brhXQM1vCyaFdiicPPheVCy3y7OQ8y79XrzK5ux0axfc5oXrcekyub7viupeUk90m6Jqcp05obzME9HCFbdtxPz/Tqu63RVC1dvcngQAAABoC50WX68HFt6LFi1STz75pHrFK17hLH/22Wd5Xa/nlzwCoGERXzRGiu9QP2HpZGvhOFDI+YRf7byG+J7Icr3TomWp2Evd4XRkmfOdhqZrYUgh3DpX3OZ8O63CMj87V0DNjHViufOveTvlOuD2hkRXhp9LYa2dZRM6rsPLrdtt7jeYZUqI9nSv6f+Km3xV+nhrP171e13vN5CFmxsn24ht62oLUe0Lbp7BuuBaCFNldxly7uVVO/nbIcc7GVB0+8ucHO6qTrdxxj132zmZEdGdO+mBEPPgl1MndH1Mr54AAAAAAFMhvNl5C7jdzz//vFphhRUGnRaAwakS9h0rnjZoyLkpsha6AaDFeCjE3GzLDrUR4awvstBxLqwWKLbG4jwN+BZh41lPbZ6l6xVcEw63EdzS4TZh5zyXOTxZWE1qYO2CyzAeFtsm/NyGlwcEuPfeOtv02YQY510KEe4/y37d0a/P3AmRudoq72xHxba/zhfcXmi4I54jYeXBUHMxNhyK7oeDi2WidZgMLzeuthnnCGvbFzyLArCh5SFnu0j4+m63XC5fh0LGfbdbivk6brc7KH6sAAAAAAAzSXibauYkuk8++WSnbze53Pfcc4/aYostmj1K0Mpw87oF1mpvU0VkmzG+6x2bJye6xfy+6x2rji5db+MCmxxw23MrX2yN3W86Rr/SuSi6xsLQ7EoWXLPud5oHLt1up3q5LKamNaZO3XaX6dZhdh77odIbDLpWWliA61D5TITrfHAzhzm9ItdbnubqtRvNTRNTsdycGJNfL24eCEGdE9ueIHcdbVE8LeRyFxRU8wV6WJS7otsR4lp0Z+I6K6rmu99OMTUtlm2IuXk/SF63T1FBNbm8Kk3kdtu53JtFAwHzHQAAABgtSXuv17WFt6lmTo73D3/4QzVv3jy7jl5vvvnm6q//+q+bPUowOxkk3LyO6x2ocJ6bp8z1tmLbOw4nF7wg5Nz089brUu2aFVuT/b2Dlc5NHrh2u63TnR1IJrQD4tuKZyGy+TV9HJEGrWu+xV1oG3YuVLovwG3htIAIt1a7yQUXQlw+Z7o5Q4ady5XmYLnVV154O+Hm+pwVCm5HLLuh5SyCTS63dLulSPdzvFX18HJnXwHR7VZFz1cwLwwxN79TIbIrU+Z289wV3W5/vNwNKpkDAAAAYIZTW3ibauYf+tCH1LnnnqtWWWWVURwXAI065QO53lVyvd0Dywqt1Qln9/O+Rch5LN/bhJbroTb/2+R9W6dbFz8LiW9H6JrWYubQzT0ELeZssTbv2eR883sSg52AANdVzY3oTp3szAVPbyAIF5wPy6hfE3dulvstz7yoA/5oXqw6518HxHbA+Q66285rL5fbX1/gcvviPVbFvFB0i1ZiTj636cUti6UJ0Z3v1y1EuVPsbIgq5n54uf/eHzOVbnfLi7UAAAAAbaHT4uv1nLph5p/5zGfUyiuvrFZbbTV1yimnRMeeffbZTRwfmImMONy8dH++YDbDBs3/DLneZl7pevutxuzxxF1vJd7bAmvaCS/K95bF1rIcbllUTYttEsMTYfFtCq6lvbnDudRO3rdwvc0z/cPG+l6KcF+AOyLc5HcXueB6ZzLk3C4W5845aP87E6t0ay9nczlNTGzrcZ1gNfN8qLjjiIdc7lhoeUHRtJDo5grq8r1xuP1ian0pmrO87uxY8n26K4luiaxkbn73zm8/3j4s53bLXPBRFVob0wsxAAAAANp/vZ5TN8x8+fLl/PrBBx+MjgsVXQNgylqLVZo3X+issutdVmiNXW9v7oj4doqrKa/KuRGfppq5zPcWxdZSMd4ZXHwn4jSLyuZOXrcIPTdp6CzKZYVyuUwKcCHCrdBOP7xwxNOJ3crm5uaG/OJkKHnxV2yn0ULVLhdut3W6TSi2CrjbRYLbPJt95IqgCQHuhZZb1zpUNK2u6Pa2NzdjrOjWotmGmIvfpRTglZBCXBKrZj6k2+2Emcf2lw6sPj8AAAAAwDgLbxNm7r8GYBhG4noX/BHfkXndRXne/hymbZYfcm6FdaTQWpUbUX7IeaDFmJ/vbYqtpSHiXouxAvGdD99Ol1k328/79kLPrVg26+TDOM1SgBshqEW67PGddQwTbreNDBc57fJ4zTGX6Djt4/O58F1sM4V5b4vElYltM94RuxUEte+EB3LAbU9uR3hnQrpIdFOuf9ViajLvWzrcA4WYy77d4nec/lZCvbkL3O5RI38Dw8wBAAAAgNGRtPd6PXA7MQCaCjcfyVyDtBar4nrb+UXIuQ1DDxRaKws5N9XM/ZBzuz4LOU/dbF0lXBRbS8VQety2xVhMfHd9V1yEeUuVK/K+nWVaFJsw89SpDoWWe4LccbLzItwJRTdjQs/WrK5wM8PcXxBudDqBXp4UiG1VUXBLlztU1dxsV9Y+LImLbltIrUB0Z662nksvCxVTy+V12+JrBaLbxy+oJn/rIbe7DjG3O1CcTQyc1TljAAAAQFvotPh6PbDw/uMf/8iViE07sV/96lfqmmuuUZtssonaddddmzxGABoV6I263v46eSxVQs71vwxB8W0qnot871yxNQ7n7lhxXSS+5fFZ8S1DwXlMOrcMM3dCz4X7zR/ZaC0hxH0XXIajSxfc2YcfHSCFOr/XTqlfXK0A81OwjrSZQO/fThvL61blIeZWEAtxnHsOudyOO65Ft7OupugWTrdfwTxYTE3kdTu/z5hQdkS5J6xDIeaDuN1l+d0AAAAAADOYgYX3nnvuqfbee291+OGHq9///vdq6623VnPnzlXPPPMMF1b7yEc+0uyRgtldZG1UrnfMwY653qFCa4Tveudc8HzIOYtqoVkc8c3H4OV7B4qtsfNNFcz1vorEt32dHYANVTcHYAquydBz36nOve4XO92Osx16iFB0M7cxwe2+rH3tfW+hr9eKavMdaLdfrDMf38nxFtsHXe+YCO9HwsoLxbZ0qN0ia9alzvXpjovudLkW1Cafu6yYWkyE1wkxt+/F+lD7MDss0D7MHTAStzsd537/AzGmd9ABAACA1pC093o9cCzw/fffr7bffnt+/fWvf12ttdZa7Hpffvnl3GYMgFFDYj2wsGCDwB/1RaGwvkMXmcu+zwkRTzgUVYcOzJ+5l4F8XfvarVpt202ZfGGzvf9aiDopHrOH2MZfR9vmxnu9qCOvnWU9/YjNb9aJcd1e9nDWyYeeh8YQzlh/G7+NVy9/fLx90UOEmVvxHDsv9ly75z0T5fnvp4roTr/zTDC7ojspF91Fed3+fxPydx37Lfth52VC23O7owXVBvk3QWO/nyEfAAAAABgdnRZfrwd2vF988UXbw/umm25i97vb7aq3vOUtLMABqMvIXO/KYwN52/5c0vWW4kIWXDOF1ni9F3JuhYYJ73bbixXle9vw816ikgnrd9vCadrndp1vWe1cea911fGOLq7m5HTL0HPf/faKoDkh6QVh5vYD+S44IXPFQ8+hNt1l36cJRjDi2JlErzOnXq8vzPMuCzf3w8oDLndeTLvLXTHu5mcXiW5bTM3O7RZTqy26nXM14hDzMppwuwEAAAAAZqrj/apXvUpde+216vHHH1c33nijWrx4MS9/+umn1YIFC5o8RjCTGfEfxiNzvQfJS40JBM73DruH0tXO3Gx3Wcj5Dokx3/lOnddMvMlWVb74k654FffbusgxdzfgFudccOk69wrc7qBjXO1BhI4r5HzbY/WPL+LMOy53zL3PnUfvPPsOeC8SpWAd+bDoTnuVh0V3sEe3L7qDznbNEHP/uSpFbnfduYpIGnoAAAAAYHQk7b1eD+x4f+pTn1IHHHCAOvbYY9Xb3vY2tc0221j3+41vfGOTxwhmEWPjeteaX28jXXCbJx7J9zZjAlXNKznffe14y2JrJMpoyonU+TY53abVGLvW2sVO+3lnjna6E7lOONee+51zulXA3RYGf8gpz1U67xbld6twYbUiy1u61kbQi3Xm49r3AZfbjvHdbTl/yLnOLfcLoPkueBZe7ud+23XspsdFd+p4R0S3EebmC4k428G8bj/EXN6Q8gV46LmO210msod1u5u4EI/phRwAAABoDUl7r9cDC+99991XbbfddurJJ59UW2yxhV3+9re/Xe21115NHR9oA022Fqsq1sv6epdVJZfLigqtEX5f79DrWIsxqR51MbXK4psFWL7YGoWQ58Q3CbIJLb55X154uVkhe30HxbIQ4IkXIh4KLzfbm48VC1e3BxYQ9fq1napivTyr6a2LLL/bcvGdq3TuL/fCycPLRWRBTnh7IefeWEeAhyqaSxFtCqpFRHcwhDzUTiwkqEN53XK9Xe4J4Zjodsa4USfDuN1F+d1EEzlf45ozBgAAALSFTouv10P18V5hhRXUd7/7XXX++eerTqfDrcQOPvhgteqqqzZ3hGDWMYjrXUl8+4KBcpdlazErtPUf/1WqnJvt5DYSoyNMf2/Oq6acb728R8fYSY+dj8dzvlkYpe29WHDr5OhUrBpxr+dzemwnKuF5tVCl9Ubc0nr6LJ1UqPUpX9xsSyJdC2zKI3eXZXnZtK15z/nkXuXy/HhxX8MsN6/1sxTe2QnIL7MvSwS4LTg/KXp52+/fnF/x3ohrVZznHRLnmYNdwd32t+mX53I7ywN9uvnZjq9YSC1WTM3P6Y453VLM0+/feV/B6a6S6lHR7S4T3QAAAAAA083ANuS9996rNtpoI/UP//AP6re//S23EaPXtIwqngMwTFho6R/STeSOV3XZisREKK81KExCobv597mcb01R3jfn9vYi1c5NGLLIMWbB5lfLlnnIVvgV5CYX5C6Hcr6D+dNmnch19tf51cyD+dpF1cZVpAq6zCf3861Ded6RHPZs+/g5ys6xCCmX5zb0PQREN6/vRUR31ZZhsWXy9xrL6S4S3YM63VUqmTdVUK3FOWMAAABAa0jae70e2PGm3O53vvOd6p/+6Z/UnDnpNJOTk+qQQw5RxxxzjLr99tubPE4ASom63hV6ezvOd1G+t+98+2HlocrosbBzDunO54SHcr7ZFScXOxB6TlXJTbVzk5NN/bht3XMa09VjzGcgd50Em61anq5lU1zmcxuXnB11N887H4oeyAMP5HXbHG4ZWp5468xHF6/NoWTnJPQrMF+oWG1EtLeep/BcbbvMex13v/V34Vcud579kHLfwZY3SyqElQdFd42WYXKZ/F2HcrpD66u61rnvJCDUB8n19odXdbubuBCP6YUcAAAAaA1Je6/Xc4ZxvKXo5snmzFGf+MQn1FZbbdXU8YFZnOtdGnLe0Db5SUqEdNl2chvCFF3z24xxHLgrrs08tcS3Fpm24Rit18rTit/EbTnmCu2wcM7lc8cEuDmQUB64XhcU4f52RoSb5fZzO09Z2HnJP6pGLJOjTo/cNjGhrdcV53/nQ8rLBHc4bFxWNI+HlpeJbrO8tuj287r9nG4Zcm7e2+We6BZj6xZTi3YYQPswAAAAALSEgYU3tQx77LHH1MYbb+wsp/Zipr83AGNBkestBHUw39uZJ5DvbXp0m3W++Pbncvbd12pYOoiZOK8qvk0vcF98m37dtvCacMR1IrjNsU5TxdNia44oD4h0ctPtcj4EzwG3zjblmauwCFdhB9y+NuvVgDneIcc7JrpDQjuwzApf1Yzgzr8vEd1F7cJqiG7n9xzK6w6Jbj8kXc7hLasbYh6lguiuk9vd5mItAAAAQFvotPh6PXCO9/7778+F1K6++moW27/+9a/VVVddxaHm733ve5s9StAemsz1jsxV6Y/xui3Girb3Xb06+d6+m+iJnVCfbyLX29vr8+2GIHsizWtxZR1fP9c79l7mKOdyxN086fz23lg/z1r2CJd54HVzvPuRHO/gsWU53fZYZA52ryzHveQcFZ1Lk89t9yHy8XU+NzviVUS3LHBWILpzxdRCv+mk5HXkvwkrumuEmEdzu5smaehRkwsuuEAtWrSIi5FuueWW6o477igcf9ttt/E4Gr/hhhuqiy66KDfmG9/4htp0003V/Pnz+fmaa64ZaL8//elPOWWMCqLSDfO3vOUtfEMdAAAAmDaS6bleG04//XQuZkyp02MjvM866yy19957qw984ANqgw02UOuvv7764Ac/yG3GzjjjjGaPEoBREhMBFXJZa1VtDolv2j5UtKpMfIcEdxXxbcSdEHVS8Cm7vKYALynAJoVvN7BfKcKdAmu9CgI89jC9u2M3BIzoF/uIHlvks9Q6JyGXW/bmDrnczjbDO91B0e242TWKqYVuNNnffsG6Sv+9Deh2h/Y3jdCNabpwn3jiieqBBx5Q22+/vdptt92i4vbRRx9Vu+++O4+j8SeccII66qijWGgb7r77br7xfeCBB6qHHnqIn/fbbz91zz331Nrvf//3f3NLUIpau/XWW3muk08+mYU6AAAAMBv5wQ9+oC6++GL1hje8YSTzDyy8582bp77whS+o3/3ud+rBBx/kiztVN6fK5nQXHoCxc71DIed1xIC/rPC4IiIltP0g4lsujwhx65RKkR1wv0Mhzm7V80EEeAWHWIpdfXyp8I2IaOlKhxxub5kTMu5XJ3fEc/iYywV+ueB2zm3Q5fb277nctUS3DakfQHSbEPOY6Lb/zUREd1EEiNyuChWiUQZpH2Zubgz7qMPZZ5/NkWEUCUbtNs855xy1cOFCdeGFFwbHk7u93nrr8TgaT9t9+MMf5hvdBlq3yy67qOOPP55FMz2//e1v5+V19kuinET+mWeeqd74xjeyu/6Od7xDveIVr6h9bgEAAICm6EzD9Zp4/vnn1fve9z6uYfayl71sPIT3iy++qD760Y+qP/3TP+ULNF3Y11lnHb4zsNJKK43kIAEYhGF6+wbDX2OhsjHXOyS+/XW+yzeA8x1sM2bbi5WHnruh1AH3Wzi0QQEu23AFBW15mHdQ0Hruc1SUF8xL5FzsXnjOUIh7XoQntQR3PKw8Xefe7Mi73E4LMeuOh51t/i4Dvw1neclvLPg7NM8lopv/OyjL665zgysbqMYtdO25555zHkuXLs3tbtmyZeq+++5TixcvdpbT+7vuuit4iORm++N33XVXLma6fPnywjFmzir77ff76tvf/rZ6zWtew9vStXzrrbdW1157bf3zCgAAADRJMrXXawPpW7oB/ed//ucj+z5rC+9TTjlFXXbZZXxg73nPe9TNN9+sPvKRj4zm6EB7mQLXu/bY2B//Rc5dWRXnquI71hu8SHyHlrHA7heGnkvhmTrb+bxv6dDK8POwoIyIUStky8O3XQc8LqhJKOfDwcMPGkfEBHrlkPWyzxcIKY8Jbj+6wG5vXG4n8iDvcnMedy8cXq7qVi93fluBgmihm0NFojv030xd0T1MQbWmBHoFyD2mvGjzoHwwn2eeeUb1ej211lprOcvp/VNPPRWcl5aHxlOrTpqvaIyZs8p+n376ab6z/7d/+7fqL/7iL9RNN92k9tprL04foxxzAAAAoA0srHC9JqhO2f333x9dP21Vzb/5zW+qSy65hEU38f73v1+99a1v5Qv9xMTEKI4RgIFblUVDzs1Yv693lSrnfosxv7e3mdOsL6p0LsfK/t6m8rgVMAXVzuUyUmh6F3IcH3kiqofLqueyYrdT9TyraM7bmr7f9Flt7+10I+e9rUquS6abgzFfT0cfr1ftXD471c3leu+tMyab3u6en4377f0U/Crm2Xst2GWoumhHJsfZfYmbIbkcblVQsVx/t0ZEO4LbHEvM5Tbri5ZVFd2+8x27ceQsq3CjajqLqeWOIf8bGGgO3b2DOnsYitKrqECLMwX/d9SpNd5fXmXOojHkeBN77rmnOvbYY/n1FltswY44hbvvuOOO0eMDAAAA2nS9fvzxx9XRRx/NN6FHXeektvCmg6NCLYY3v/nN3L/7N7/5Dd9VAGBUNNKjO4Qvvp19lrQY88dXFd8RUV0qvgnTzouFdqYQrRj1+3wLQR5sOUa6S/f34hZgfd08TLQdS1uABQQ4i85Av2/ZYNwslyJcf45UVUrhHeobFnlf0lHMiFebIy7XyX/QA0Jbbh8T23I5nwO5zLjXVoiLkHJVs4CaOUbf5SaqCPEqoluei6JojQBOtEdRdEh444J1zbrd8mc2KGZ7uojLC3mINddck29G++42uc2+G21Ye+21g+PpGrvGGmsUjjFzVtkvjaE5qSK6hPLB77zzzsLPBQAAAIySzhRfryk9i66R1AHEQIby7bffrs477zwOT2/KXK4dak4HQoXVJHQBp1A4AEbNyAqtOesq3GbzxUgwtzUSdh563a8Ydi6WO6JMPCqHnusQ52DVcyHgZEi5DJGOV0D3w8njVczzRc/8/Gs/N7tqeLgnvAvD0pXqTsZbkuUqv4sQcROSb5d5IeX5vG+vgJoMOze53L7LHQktT/PvI+Hlvuh2xgREtxzn/K4r5HWHfv+D5HU7Ye7D9eweB+g6SRdxSseS0Pttt902uM0222yTG0934Lfaais1d+7cwjFmzir7pTFvetOb1COPPOKM+dnPfsYdSgAAAIDZwtvf/nb1wx/+kIuFmwddd6nQGr1uMqK7tuNNbhe1DZNW/UsvvaQOP/xwtfLKKzsh6QAMEh4+ZYw65FzOK51vuR1hl3vON2/fzd8es/tyw8mdIYHl0v3u0PIOOdYdLVAzh5vCy9nf1gIw6XTS8YnngOv3aTh6PgRdjrEHwM/mc4vPIw9f3ubM/TxEKHsJVnib/HRvuTNliQMeDEOXjrZoC2bGRR1uPadzw0NVcLmLlpWJbrttRHSLzzYlottnGFFdNbe7wdC1qixZsoTbfdEFnAQztSihll50vSSoIvkTTzyhLr/8cn5Py+nuOm136KGHciE1Su268sor7ZwUDrfDDjtw204KFb/uuuvULbfc4jjVZfsljjvuOG5LRnPtvPPO6jvf+Y761re+xa3FAAAAgGkjmdrr9SqrrKI222wzZxlpWoo085dPufA+6KCDcssozxuAqRLfhSHnw4j5QcR3ZA5HfAfHBfK9ffHNy/pafIuQczuHKhXfqpcKZxl6rrzcb9YtMu9bh4vb8POoADfCKhXc7IDbMHK9Pia0nfeemJbnNvQPZ1XhbXZj2ot5hxMU2WKfpWJbeYI7OK5AcKtIaHmoBVhsmTk+KbpjudqjFt3+77NIdE9hiLlh0PYi/hx1IGH77LPPqtNOO009+eSTfAG/4YYbrKtMy2Rv7UWLFvF6yrs+//zz1brrrqvOPfdctc8++9gx5FpTEZiTTjqJ+25vtNFG3LebqpJX3S9BxdQon5sKyVCv8Ne+9rXcL5x6ewMAAADTRWcartdTRW3hfemll47mSACYjkJrw+Z7+663mKN2vncd8e2M9XK+i9xvPafjfk/ovG8jCDsVBLh2yPm1yfHWxxUS4Zn7nZ47+958Fkd4J+UiuyTXXk5jQr5D06ffZcWcbym2C3O8jUitKLjNdkacVimW5jjbDYhuZ76Kots5h962RbQ8xNzniCOO4EcI6hDiQ4XNqLJqEfvuuy8/Bt2vgXqE0wMAAAAAGaOK/qotvAEYe9e7YM7cduYPfTlWim8pdKuIbzPWiJRuOn+HhDPRLXC+JZTXy/s0x0JtpMxx6mW28Fq6rGOWscstBDiJYz4mIYxNpXOeQ29niqnR/CTKdSn0jhbi9rMZ9UhF2DiknJxwfUrMZub0WRGuz59xoaUzTsHqXlVz+/VEhbcqpat30p1M+FEkvJ3ljhD01hW42va1FNe+0B4kpNxu467L9hepWm4+i/mN+yHocplJgfCXxQS375RHirBVzumO0GjrsGkINQcAAADAANfapJ3Xawhv0N5876rie5iw86LQ8Srut9zWd8StsM9ahOWqnpv96VW5VmJExRB0v/q5cbdZfPd8Jzw9PqPZfSfcvg+53CKnO2uVpA/O/15CX5MNcS/GuNCy0JpdJzcXbnVufdT9FudcCm5HmGf7t3PJ7auGlNttQ06653LnllUU3YZRie4qeGJ6JE73mF6IAQAAAND+6zWEN5ixVBLQBZXOc863L9KriO+QgPbGZpsHxLfdlz5OKehz4jvUciwQps7zhNuLSfzccBZzJK4rCHB2qXm9LsYmP26RCE93lA7zw82FEDcHmPt2+fOq+sXVKILA+TK8sTGhXSa2zXrP3bb7l6HkOVEbcLTruNyhFl4x0R3L5ZYh4sOKbnnKynK6fVFdR3QXuN0zPSwdAAAAAO0Fwhu0O+S8zrY1919ZfAsBnxPfdrJI2LohJL4rVD2v4n5LoV1JgPP6tBibrIZuXG1fhNsd8f5DQtxzxM1n8LWZDluvjPmspv2ZjzjHVYS2sywnsgPudh3BrW8Q+Mtqudy+6PYEdKHo9s/JIKJbLx9WdBcySIj5LCjWAgAAALSFTouv1xDeYHaEnA+6/wLX291uUPGttw8VXZNOtj0e/WzFrim8FvgsVdxvcmr1sebaj4UEuFmm8gKcHfAkL8I5x1yPNSHu7IaXCHHn9EpRXpFMDIte5T6+yC4T2vqcpevEOfTcbXdbz602y3xhX7Au6nL7YjwUWu6Pc9aL8VVEt6Qof3tc8rqd7fORDgPNAQAAAIDRkbT3ej2NTZTzUFuTN73pTdxP7RWveIV617vepR555BFnDPUQp0JN8vGWt7xl2o4ZTD+Nh5f6f+DnHLoKxaMKXMR0UcQVDAmi4Hq/ErUn2kJCjcWnFoG2hZW7jl1Xbx1V2/bX2WU0txG2ul82j9PrbEVxIwxpmXmYbeTDbCcexrEe5EHY1/ofcmd+8blCx8DbmM+XO67sM6fnSs+tzw8vM3Obc8/nQa/T34MzXoSc57eLFFErEt3+70EeQyAvu1R0F7nkRf89+PNkGzT233LZtuYO+rAPAAAAAIyOTouv12PleN92223qox/9KIvvyclJdeKJJ6rFixern/zkJ9zI3PAXf/EXTluzefPmTdMRg5kecl55u0F6fMecb8IUXDNtwuSYIuc7mPctws55buGg2+OPuN9mpXDxQ8XXguuKwtD9XHDjhOvPad1wlXfE7SnW4607LunWc7z9HG/H4dbHb44tGyPXe6HkFcLJ7X6qrouFlZcVRfNd7Tout/wsQ4puhwFEdyHDut0AAAAAANPMWAnv73znO857EtfkfN93331qhx12sMvnz5+v1l577Wk4QtDGkPOg+B602Jq3vKzauX1NFPX6DoWd87Ze2Lkfwu7jVT4vK77mi2xzHKFt7ZkpEOG82ghxFQhLV54Yzx2QRgj0GJ0JExKuHeoQfti4tzyWt23XlYWTVxXjevug4PbH5dYV5GFXjaSwH7F+Trd9GxL0ch53sKpMhbGVnPIWh64BAAAArSFp7/V6rIS3zx/+8Ad+Xn311XNNzUmQr7baamrHHXdUn/vc5/h9iKVLl/LD8Nxzz/Hz3BUmmhd2oFlCudRlmwTc67krzBHPk9HvPeh8h8bKcd4xcu52aJ1frVzM5Wwjc75jc/jruLe2v8y43wVjxDrbL9v28s4/GwfaCmCx3q6Tp8vfLrStFuLBc+NvU5O5E53sea5x2wOTh0S2XD5htvNuBvDrtD86C/cJscw+e9s5y8XxUE/0pI5rLUX3RD69ILiNGCuX8zojurslolvcRBI425YJbznWWRwT6MX/Tjvbze8r9eLsK9YCAAAAtIVOi6/XYyu8qa3QkiVL1Hbbbac222wzu3y33XZT7373u9X666+vHn30UXXyySert73tbeyKkxMeyhv/9Kc/nVt+4Pl7qpVWWmnknwOMDx/6p72m+xDANHDwX70W532W8OKLL6p/P+Cq6T4MAAAAAICZI7yPPPJI9fDDD6s777zTWb7//vvb1yTIt9pqKxbh3/72t9Xee++dm+f4449nAS8d74ULF6p/+eh1Si2F4z0bnG9yukl0X3roNWr5S5NyUOF23orROd9iHrtdyAW24wuc7+BzwP32n711jgNeMDe72fKjx1zy2GfSBF3xIX8Dc+d11Yc/srH60oX/Ty1fJtpr+YRCx3l5IEc+FEpuXicl64Nh52J9nbDy2NxV87m9z8SOdSifW85RFpqe265aiPkwVcxz25LjPQtD19pOMjnp/hsBWs3um+443YcApoGkh1oes4nJZJlS6sFZd70eS+H9sY99TF1//fXq9ttvV6985SsLx66zzjosvH/+858H15MLHnLCl7/UU4oeYPwZICUgJKBJdC//Y7Hwjm07kPjuDiu+A3Pzcy8vwAvCyO34IgEe3E4I4qIQ+JJQcyes3P/j2Z9XUPqHdqfkH1wtyui/dRbehcXVArnzobEFAjaa2x0bV7t4WoVWYSHBHAwtT/LiedCc7nER3YFjnC0XcgAAAKA1JO29Xs8Zt/ByEt3XXHMN53EvWrSodJtnn31WPf744yzAQUsZVZXzyLzRbcuOQxZPq1pwzRDr8x0qukbIwmtmfmc+/ez0CZfF1wJzBrbLVUA3Rdi8z2pf2WJsKleQjcfJ43fGm8+aHYojUIO901UhZnunJVeImMg2nzP0ukxsy9exsbyuyK0uEdz+fn2XO3ZcRdXLZ7LoBgAAAAAYY8ZKeFMrsSuuuEJdd9113Mv7qaee4uWrrrqqWnHFFdXzzz+vTj31VLXPPvuw0P7lL3+pTjjhBLXmmmuqvfZC/m6rmcIWY1Mqvh0hnQltK755rBDKZqyZS4rvWMsxntMcUYXWYwUC3BHWshK6L65ttXdPhJeMN+Z83u0OCK2inwMdv2khRs9eOzG7X2cXBe/LHPCIu+2MryycPcEd2jYkqEtDywMud2hOOU+LRHebi7UAAAAAbaHT4uv1WAnvCy+8kJ932mmnXFuxD37wg2piYkL98Ic/VJdffrn6/e9/z+J75513VldffTULdQBq/5FeIKQriW+/xdigzrezPJ3TiCPrftfp9y1xen4neQHuuOIlznmRCx7AF9WuoBZi3HfQy9xuPV8tx9vsJ0REZOeOpW7YubOuwBWn5zqC2992kNByb/nQonvc+2+3OHQNAAAAaA1Je6/XYxdqXgS53jfeeOOUHQ+YBb29x1x8Vwo998V3yP3mOfXB+AJcut8xpH6KhaHHhHTM3Q6FpoeOo4oIDyEFqS8YQ5+rrgvuifVCsS2XxcYVCe7Q9r5DHT22gtDy0DxVRHfo3+pg27Bmw8QRYg4AAACAmcpYCW8ASjF/zNcQ4JX+WC+Y12yfE+C++DZIZ5o3NGHX2sHOhZjrfcvlPKfYVTd70zFCmYWuFLG9fBG3kACmsGsnD9sIOVkFXYh88RmccXp5R46jwxRz5/K9JUaMe+99MeyK7eqirTNhzleiOr0ajnfofRUXvKrIlmN9sV1rjiEd7gqCu5LD3YTgLnHGmxDcTuTDEHMAAAAAYHR0Wny9hvAGs4Zh/3gPut8ht9x3wOu430RVB9wu1xPHiq/5LnjVMHTHZS85OQFHnKeQY4pCzQPnyVkuj7cqThh3UZupYpHNu42JXx5fIpCDwnzAcPKy4ml1Bbecb5Cw8hkiutseugYAAAC0hqS912sIbzCrws5LC66VzNuk+Hbcbykoi8LPiVj+dyjMPOSm+wLcK+yWE+D8Uny+AUU478ofWybGBxXhLLbN8RT08C4T2f4+eZsSge2/DgnuoPs9gOCWr4dxuT0GEt3RuQYX3QAAAAAAbQHCG8w6plV8E0Wubiz321kXyf8OFV8z21UR4Dy3fs4J+ZALHtjexwlr54PL5cOXi/EYJfu2wruiwK7s6g4otgvHJIMLbjFXYeG0ItFdJ7y8RkXyYUV3kzndba6SCgAAALSFTouv1xDeYFYWW5s28c3jZLstEXZeN/Tcbz0WEsRVBLghVIiNxzofSLzsVhfgkSmiYrzoJkXNf3TTf8BLXGw+ropCvGmx3YDgHii0vExwt0h0tz10DQAAAGgNSXuv1xDeAIyz+K7ofufyvusK8E7R2JjD7fUENwxyLySqwwLnripSzMbEb2h83WWhQmn+uDrh6UXVw8tE94Aud47KNyaaz+ku3b5wwzG90gIAAABg1gPhDWY2o3S9B51/QPFNOEXXeEH1wmtO3re/zyIBXhZ+bj+DeB3LBW9KiMf2W2s7kfscyqP2GTj0vIK7PWrBXcflbqJVWLpRftk4Ot2zIHQNAAAAaAudFl+vIbzBzGdU/b2b6vNtkM5xlYrnddxvL+87XeyFn/vb+ILPDz+PueC8jfhc8mPKfHB+L44hNL4K/jmos5159l3vovF1BecgYju3XX9wwe3vt4bLPXARtXEU3WXztzh0DQAAAGgNSXuv1xDeoB2Mqsp50+K7brsxs77I/Zbz8vIBBLgMPzdzx0R3VRGeW2kWBc7JKO6b1BXeVfOXy8RpkXiumG9dJOZH4nIPmc/dhOgeClRHBwAAAMCYA+EN2sO4im9imHZjkTHBMHEzdx0B7jvbZu4yF7woH9zsI1jAraIYH1aY+8K7zE2NibdK4eYDiu0mBHduu/IbBeMoukcVYj4bQtcAAACAttBp8fUawhu0i3EU30O0G6vkfhcVXqsiwIuc7ZgL7o8vak0miX41JeKsTJhXyfGuIgCj+e0l+d+VirDVz+EeKqw8sJ+mK5ePheiu6na3OHQNAAAAaA1Je6/XEN6gfcxk8T2I+x0qvDaMAK8rwkOiO7YsJLDK2pHFXPIyEuPq97PtBw03j21bJr7LnOVBBXdsfwXrms7nnlGiGwAAAABgmoHwBmBQ8U0EBLgRErWKrpWI79rud3D9gDngsX0Z5D798XJ5SOjFxLidu2aP8KJQ82EEdtG6mrnVZcdSW3CXVCSv5HKH9pNunF82g0X3uIaeAQAAAKD912sIb9BORt1mbJh5QqI9VvGcxw3hflcU4MEe4HJbs73/3t9nSHD788TmC203lDATwrssVLxo+yrLq7jJoxTcgfWVBXdoX+kErRLdlQrsVZkDAAAAAKMjae/1GsIbtJepEN8l+2gs9LxMgIcKr9UQ4FL0OQ64Xu9sXyUU3ew7Jrj9+aqsa9LxDo2rs66qqK3gtBcWTQvO0VAud9OCu2TbWvM0sI/ZVKwFAAAAaAudFl+vIbxBuxkiB3RKxHeIkPtdJfw8INArC3CxLycEXR7PoE74sGJ81MK7yn5DnyW0XUVHOeduB8aMVHCH9pdO0ErRDQAAAAAw3UB4g/YzhJiTIqFQPBfkfBfOI4VEyP0uE7ye2GIRHixqVuJGh/RaN7CwJwS5ncvfMHADwG7fyx1/IX6v8iaEd0xEx7avui4iKCuJ7NCcFUX00GI7nSSyuMJ/OzNFcNPuh72vM6Z30AEAAIDWkLT3eg3hDWYPQ7qplZzrEgFeOE/RtoOGoEfGlbYJM/u0Y/KOeDAsXY4tcrZj64uOsy594bwXzTOMG14WOl4yNjh/DSFdqVJ50b7TSdovuulnRYEpQ0417PYAAAAAmL3XawhvMLsYIu+76fDzWpXPBwhBryTAi6qh1xDhjgseE+L+3HUF+ShDzavut46rXTC+UoG2gmMaKoc7m2TkYeWV5mpoPwAAAAAA4wyEN5h9jIn4Lt2WqCrAI6K6UIDL8aFc8Ni8AWHtC89CIS62Cx5TiCph6WXUFfQlgrERsT1sSHlbXe4a+6k+X3tD1wAAAIDWkLT3ej1EAiUAM5gh/6ivLCpoPyXO4sCtmWJ5whHRVsklNWHZoRDmmHNMxxEoHuY/otv5jxBy/3UeBeekznGUfp7Y8cfOW+g8R8ZGvzuzTezz1Pw9tlp0iyqpwz7qcsEFF6hFixapFVZYQW255ZbqjjvuKBx/22238Tgav+GGG6qLLrooN+Yb3/iG2nTTTdX8+fP5+Zprrhlqv4cddpjqdDrqnHPOqf8BAQAAgBZcr6cCCG8we5kq8V1hX6XiexB3taoAryMO/fFO0bJiAR0Sr7UEee2Hma9kzgrHWXqMw5xPs02dmyXB+QcT3JVDy2ew6J4urr76anXMMceoE088UT3wwANq++23V7vttpt67LHHguMfffRRtfvuu/M4Gn/CCSeoo446ioW24e6771b777+/OvDAA9VDDz3Ez/vtt5+65557Btrvtddey9uuu+66IzoLAAAAACAgvAEYI/E9kACv4hRHRF1UhOf2USIai4RgiZsdE+TRUO4hKdpf5RsB+UkHE9t1HO4i537QqIlxyueuua/6cw8YNRG70VSBs88+Wx188MHqkEMOUZtssgk7ygsXLlQXXnhhcDy52+uttx6Po/G03Yc//GF11lln2TG0bpdddlHHH3+82njjjfn57W9/u+NWV93vE088oY488kj11a9+Vc2dO7f2KQUAAADacL2eKiC8weymgT/0a4vvJoRQQwI8na6GmK4jJovCoKuEl1cQyVVEdGUxP0zo+yDnx181qOAewuUeK9E9g0LXnnvuOeexdOnS3P6WLVum7rvvPrV48WJnOb2/6667gsdIbrY/ftddd1X33nuvWr58eeEYM2fV/fb7fXbLjzvuOPW6172u3skEAAAARkQHoeYAtJipFt8V9jmUKGrSAR9GhPvbVhGQZY9BGHbuKp9hQLE91oJ7qkX3DAoxJ/d41VVXtY/TTz89N+aZZ55RvV5PrbXWWs5yev/UU08F56XlofGTk5M8X9EYM2fV/Z5xxhlqzpw5HMoOAAAAgNGDquYANFDpvLRF2ID7LJ2zaA4jhoItywKVze2Uok93rMp5aNuQePS3D80ROIYodQRerUiEuhXP+0PNV7tCeQMh5U0XUKs1Z8P7nO4qqY8//rhasGCBXUxFzmJQ0TJniiTJLSsb7y+vMmfRGHLEv/CFL6j777+/8FgAAACAKSdpb1VzCG8AqrTwGkW7MbPPCvsrnLPsuIsEeKQPeCURbrbllZG5hxHjZRQJhjpVzYcV2WYfZUOGEetDhoSPreAeYL+D0kSVU7M9iW4pvEOsueaaamJiIuduP/300zk32rD22msHx5MzvcYaaxSOMXNW2S9VOKf3lE9uIJf84x//OOeD//KXvyw7FQAAAMDYX6/HDeR4AzAD8r7NnANXPycGKQ42SDh6qWsrwrKLwtTLaLKgRuiYyo5t2HNWZY7SMPgGwsrNPC0W3dPBvHnzuI3XzTff7Cyn99tuu21wm2222SY3/qabblJbbbWVLX4WG2PmrLJfyu1++OGH1YMPPmgfVNWc8r1vvPHGBj49AAAAAHzgeAMwTqHn6QbDzVtlngHD0Gs74VUd6kHEd2i/cj4z5zDi3lBRzJe62lXmakAoN1ltf6i5G9pnIzRR5bTm9kuWLGGRS8KZBPPFF1/MLb0OP/xwXk8Vyamy+OWXX87vafl5553H2x166KFcSO2SSy5RV155pZ3z6KOPVjvssAPnaO+5557quuuuU7fccou68847K++X3HPjoBtI2JOb/trXvnaoUwQAAADMtOv1VAHhDcAIxXft0PMa+60swNNBg4ehDyvCQ3P5DJJnOqyYbugf6kbE9mwR3APsdyaHrlG/7WeffVaddtpp6sknn1SbbbaZuuGGG9T666/P62mZ7K29aNEiXn/ssceq888/n13oc889V+2zzz52DLnWV111lTrppJPUySefrDbaaCPu27311ltX3i8AAAAwrnRaHGoO4Q3AFInvUbjfZu7SeavmgVcV4TxXp5IILRTjsblDDFMEqqE7n5VEdt19NtTSq7IwHkD4znTRPZ0cccQR/Ahx2WWX5ZbtuOOOXPSsiH333Zcfg+43BPK6AQAAgNEC4Q3AFBVdG9j9rrDvysK+Thg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" ] @@ -110,11 +116,17 @@ "cell_type": "code", "execution_count": 3, "id": "6390e1ef-2216-47ed-a8ce-106b9a7766ed", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [ { "data": { - "image/png": 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", "text/plain": [ "
" ] @@ -169,15 +181,20 @@ "\n", "generate_hits = False\n", "n_hits = 1000\n", - "n_frames = 1000\n", + "n_frames = 10000\n", "\n", "if generate_hits:\n", " t0 = time.perf_counter()\n", " frame_number = np.int32(1)\n", " number_of_clusters = np.uint32(n_hits)\n", " \n", - "\n", " with open(f'.data/test_{grid_size}x{grid_size}.clust', 'wb') as f:\n", + "\n", + " #Set up an hdf5 file for truth\n", + " hf = h5py.File(f'.data/test_{grid_size}x{grid_size}.h5', 'w')\n", + " hf.create_dataset(\"x\", (n_frames, n_hits), dtype = np.float32)\n", + " hf.create_dataset(\"y\", (n_frames, n_hits), dtype = np.float32)\n", + " \n", " for i in range(n_frames):\n", " print(f'{i}',end = '\\r')\n", " #Generate a new set of n_hits hits\n", @@ -192,12 +209,18 @@ " frame_number.tofile(f)\n", " number_of_clusters.tofile(f)\n", " clusters.tofile(f)\n", + "\n", + " #Write ground truth to hdf5\n", + " hf['x'][frame_number-1] = mx[:,0,0].cpu()\n", + " hf['y'][frame_number-1] = my[:,0,0].cpu()\n", + " \n", " frame_number += 1\n", " print()\n", + " hf.close()\n", " t = time.perf_counter()-t0\n", " print(f'Duration: {t:.3f}s, FPS: {n_frames/t:.2f}, hits/s: {n_frames*n_hits/t:.2}s')\n", " \n", - "# \n" + "# " ] }, { @@ -208,7 +231,7 @@ "outputs": [ { "data": { - "image/png": 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", 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H8fjHP94+/elPn3XfZz7zGbv//e+v36+55hoVE+973/tmj1NYfOADH7DHPe5x+j8jskyzLD4HvuUnPvGJ2XPuSJQ2SokSJUqUKHERYmqVTS7iNMqLX/xiFQS0UVDihrOBngY3gjYIY608/pCHPEQ3fkdX5bnPfa6ewyQoulcveclLZAPCNCmaGw9/+MO/rA7WYpRio0SJEiVKlNiHo69f+7VfK30MZCZ+9md/VkgGo67/9J/+09lzXvrSl0qo6/nPf/5M1Ou9732vra6uzp7zmte8xprNpgqWFPViwKPRaNzhfSnFRokSJUqUKLFP4xnPeIZutxegG0yx3HKSZTHwYHn961+v27lGKTZKlChRokSJS2wa5VKLUmyUKFGiRIkSFyGmcTvfbVyKUaZRSpQoUaJEiRIXNAqyUaJEiRIlSlyEmNwF0yjn+/q7K0qxUaJEiRIlSlyEmFR+O99tXIpRio0SJUqUKFHiIsS0cDZKlChRokSJEiUuTBRko0SJEiVKlLgIMbWaTax23tu4FKMUGyVKlChRosRFiGnlt/PdxqUYZfS1RIkSJUqUKHFBoyAbJUqUKFGixEWIyV3QRjnf199dUYqNEiVKlChR4iLE5F5cbJQ2SokSJUqUKFHigkZBNkqUKFGiRImLENOqptv5buNSjFJslChRokSJEhchJqWNUqJEiRIlSpQocWGiIBslSpQoUaLERYiJ1XU7v21cmlGKjRIlSpQoUeIiRHUXcDbYxqUYpdgoUaJEiRIlLkJMCmejRIkSJUqUKFHiwkRBNkqUKFGiRImLEJOqrtv5bcMuySjFRokSJUqUKHERYmo1m54nQXRql2a1URRES5QoUaJEiRIXNAqyUaJEiRIlSlyEmNyLCaKl2ChRokSJEiUuGc5GZZdilDZKiRIlSpQoUeKCRkE2SpQoUaJEiYtGEK2d9zYuxSjFRokSJUqUKHERYnoXyJWXaZQSJUqUKFGiRInbiIJslChRokSJEhchJvdigmgpNkqUKFGiRImL1EaZ3kvbKKXYKFGiRIkSJS5CTKqabue7jUsxyuhriRIlSpQoUeKCRkE2SpQoUaJEiYsQk7tgGmVS2iglSpQoUaJEiduLaVXX7XxieokSREsbpUSJEiVKlChx6RYbf/Inf2LPfOYz7aqrrrJarWa/+7u/+2Vf84EPfMAe/ehHW7fbtQc+8IH2b//tv72Qu1iiRIkSJUpc1DbK5Dxvl2Jc0L3e2dmxRz7ykfbLv/zLd+j5n/vc5+xbvuVb7Bu/8RvtL/7iL+ynfuqn7IUvfKG9613vupC7WaJEiRIlSlzwmC5MpJzrjW1cinFBCaJPe9rTdLujAYpxv/vdz1772tfq/w996EPtz/7sz+zf/Jt/Y9/2bd92m68ZDAa6ZWxubupnq9swq12aFeCXi9ZS86yf+zHKMV76UT7D/RH7/nPsTM327u6d2P9Rq6qLwzahjfLud7/bvvVbv/V2n/O//W//mz3qUY+y173udbP7eM1znvMc293dtVardavXvPzlL7ef+ZmfudX973jHO6zX692FR1CiRIkSJfZbkFue+9zn2sbGhq2trV2Q99jc3LT19XV7459/rS2tnF/Rtrc9tv/f3/3IBd3fCxH3qFL1pptusqNHj551H/8fj8d24sQJu/LKK2/1mp/8yZ+0H/3RHz3rQ7366qvtbT/ye2aD/YtsfP+bv81+/XnvstHe2PZjlGO89KN8hvsj9v3nCLJxScmV1+1SjHtUsZEIyGIk8HLL+zM6nY5ut4xRf2LGbR8Hf/ijvZHt5yjHeOlH+Qz3R+zbz/HSnCS95OIeVWxcccUVQjcW49ixY9ZsNu3w4cN3236VKFGiRIkS5xtTg+B5fnLj5/v6uyvuUcXGYx/7WPv93//9s+5773vfa495zGNuk69RokSJEiVKXCoxuRe3US7oXm9vb9vHPvYx3XK0ld+/+MUvzvgW3/3d3z17/g//8A/bF77wBXEw/vIv/9J+/dd/3d785jfbj/3Yj13I3SxRokSJEiUueEzuxTobFxTZYGz17//9vz/7fxI5v+d7vsfe8pa32I033jgrPIhrrrnG3vOe99iLX/xie8Mb3iAxsF/6pV+63bHXEiVKlChRosS9vNh44hOfOCN43lZQcNwynvCEJ9if//mfX8jdKlGiRIkSJS56TBHlOk+L+PN9/d0V9yjORokSJUqUKLFfY3oXtEHYxqUYl+ZelyhRokSJEiUumSjFRokSJUqUKHERLean53m7o4HCNhpVizckJjKgOfAc+JFLS0uiPnzyk588axvYgbzgBS+wI0eO2PLysj3rWc+y66677k4feyk2SpQoUaJEiYsQE6vdJbc7E1/zNV+jYYy8ffzjH5899qpXvcpe/epXyyz1Ix/5iAqRpzzlKba1tTV7zote9CLZhrzzne+0D37wg5oyfcYznmGTyZ0TzSycjRIlSpQoUWKfRrPZPAvNWEQ1MD192cteZs9+9rN131vf+lZZhOAt9kM/9EPyX0F+4m1ve5s9+clP1nPe/va3yxLk/e9/v33zN3/zHd6PgmyUKFGiRIkSl1gbZXNz86zbovv5Yvz1X/+12iRIS/zjf/yP7bOf/exM9wrF7qc+9amz52L9wUTohz70If3/ox/9qI1Go7Oew7Ye9rCHzZ5zR6MUGyVKlChRosRFiMld0krxAF3ASTZvr3zlK2/1fl//9V9vv/mbv2l/9Ed/ZL/2a7+m4uJxj3ucnTx5cmYNclvmp/kYP9vtth08ePB2n3NHo7RRSpQoUaJEiUssrr322rMs5m/LkPRpT3va7PeHP/zhsgR50IMepHbJN3zDN9yu+entGZ/emefcMgqyUaJEiRIlSlxibZS1tbWzbrdVbNwymCah6KC1kjyO2zI/TbSD5wyHQzt9+vTtPueORik2SpQoUaJEiYtoxDY5z9u5BrwOfMeuvPJKcTgoJt73vvfNHqew+MAHPqBWC/HoRz9aJqiLz2Gi5ROf+MTsOXc0ShulRIkSJUqUuAhR3QUW82zjjgYmps985jPtfve7n9CIn//5nxeZFH8y2iCMtb7iFa+whzzkIbrxe6/Xs+c+97l6PVyQ5z3vefaSl7zEDh8+bIcOHdI2QUdyOuWORik2SpQoUaJEiX0Y1113nf2Tf/JP7MSJE3bZZZeJp/HhD3/Y7n//++vxl770pba3t2fPf/7z1SqBUPre977XVldXZ9t4zWteo/HZ5zznOXruk570JPmaNRqNO7UvpdgoUaJEiRIlLkJMzrMNktu4o4EQ15cK0A0URLndXnS7XXv961+v2/lEKTZKlChRokSJixDTe7HrayGIlihRokSJEiUuaBRko0SJEiVKlLgIMbkLLObP9/V3V5Rio0SJEiVKlLgIMS1tlBIlSpQoUaJEiQsTBdkoUaJEiRIlLkJMra7b+W7jUoxSbJQoUaJEiRIXISZVTbfz3calGJdmiVSiRIkSJUqUuGSiIBslSpQoUaLERYjpvZggWoqNEiVKlChR4iJEteDaej7buBSjFBslzjnqna7VvuIBNu20rLG1Z9Nu26xRs/rukL8Imy53rL4zsKpZt9qksqpRs1p/ZFW7ZbXhyGw89g2hsT+tzBp19HP9wuz6pdl8wP2s2uqbdTtmo5FZrW5Wj8qebUwmfuN1S0t+P9ttNs2aDbPdPbN6/HGyfd5r4Pun1/E8fm/Fn8Je37eVuv88Np36/7mfG//ntfX5/lq77e/LY/n+/Gy3rdrdtRr2z/n62Mdm19+jed+rrNod+fFpX1q+j8tLfl64j8fYB46Z+8cTq/p9q/Hc3Nd838V95LxNpr4N7ucn285zzf95Pbc8JqI/8PPH9niPYZwz3r8d78k+EbwXz+FxXs9rO+358V1xuVX9+Iy48Xg9fue8sR1ez/vHOdM2ueX56LTNtnf8MZ5HcE7zGsprYhyPse/5e36+vC/b0ucbxzkaz5+zaNFdTf0n54/PgOPnPOZ+c14mU2v2Wv52D7rGqsHE97nZ8Gt+x89h1ev49pGHHk2sqtWsNhhatdzV8+pbfau6fv6mK12r9cdWi2Ov/vaLNt3bO8e/0BL3tJhYTbfz3calGKXYKHHOQaHxK//l39kDmqv2V6Md+/z4oPWnLduaLunn5waX2Vd0b7K/7V9uX9w7JLfDZm1q1/RO2P849QCrW2W95sjODLuCBldafW33xN6yTYYkC7Per+7YZ7dX7eDSrh3fWbHN7a61WhPb2+5YszO2yaiBDaK1lsY2PNU1606suzy0vVNLVpvUzHpjs92mNQ/2bXrTkk07JG9ZJ1pzq2GT3tSmS56UakNPQPVRzWxSs+nyxGqDulUtCpOaNXfqNl6dmDUqq+81rHOyZsMDlbHQqA9rNu1GgiKqmjX2anqsRq2yZ1ZRfyx50qmPa7bE/pnZZ154ldmxmo1WK2sM+Tm12rRm097E2jc3bbw2tXq/rn1furFm42XTc/19fH+nrcqmS1Nrn2rYtGnWGJhNyJ3UEuRJ6sChv661xfPN93tsViPHL1fW2K3ZpFtZo1/TvtZHpm1V1FkT/9k5ZbZ3ReX/p64Zm85PbVyz+qCm7bHd0drU1k57sfG3z7+/7TX9vPP8yfJU51773K78PFG/7NZsvDK11lZd25g2K2sManoO+8V3bG3k7zFenuocGufpwMhsx7/K2PfJkn8OfP4VnwnvXffXsw/ViAOvrL06tPGgYdWUB/zBdm9kw72WXXn0jB0/s2L1emWry31bbjfsQWun7U8/9yBdf1yvS52RHWpzfZnZ6/dsZ9ywpebINgddpYSVNs+b2lW9k7ba6tt9OmdsY7xk9+mctlZtYsdGa/astb+wnWnbbhgf1D536yMRAL+qfcwe1OzYtz7xOTb9678t31IlLvm4NPGYEveIqFqeTP5wr22tWmUtm1i/atsVzTP21/0r7L7tU/b7xx9pn9k+avdZOmMPWT5ma82+HRuu2lproNce31u2h6wdt2Nbq7Yx6Fq9VtneqGW9tq+ab9xZs+GkoS/wUydXrN0e23DYtM7y0HpLQ2t1x1aN6zbcblvVqMy2mtbfaVutPTFbGlu96YlnOqkrGdd361a1p7qND4zNDg69yKhqnjBHNX7Vz/pOw2rkqT0qhigSeC7JaWoqNEh+JEsSYHOrbq2Nul5fA7hZmep1JObBkakn/EFNBQWP1Yd+Hjsn2b7ZkgqOqRJm+1TNmmf8/Tsn6kr8PH9w0JN+a9Pfl+dyP/vbPtFQkm6f0eFYa9sLARUWTd8Pkj3Pb22aNXfNpoBKkej5NqAQ4T0pVlRIsL1NU8Jvb5hNuqaCh+d1j3uxxDFTaFAQUOCwr9w3DqCJ88r222d8f5X89R41q0/Yfk3na3R47IWeLi4vHAgKi6oz1fFOVybW3qhZa9OLFT7zzrVtq7oTs9Wxzk2dYqJZaZ/0mW02zfYafqtXKtzYJ8CGaq9pnZWhPs9md2xjitdJzW4+sWYjrqmqZrv9th3bWLU//vRXqAimyOC21u1biwMws43+kh1d2ta12m2O7AFrp2w0adgVvS1d073GyN5301fZmVHPPr17hX1i5z52Q/+Aven4E+wPNx9hO9OO1WtT69aGtlwf2Kiq2ydHY5uuxUkssS9iWs15G+d+s0sySrFR4pyjNvCC4OHtk/bhvfvZqcmK/U3/qP33nYfYVy9dbyfGq/aglRPWrE9sc9y13UlbX6KfOH2lHdtbtuu31m2pNbIP3XiNfdPVn7FOc2ybw44dXdmyzV1Wh2b9UVNf6Gd2/Et3Mq3rC79/pmu7f3XAljrA+zWzgV/Krcv6KgZqrGS3mzbdbCvhVxOga9CBqTXPNK1GwmtV1rgBiBtUwxNhJk4lMhIWiMLBkbXPNJSceax1uqHtkLB0HgA+upWNV6c2WnFkoLlHQvSkxmO9671gaPR9d0E7pm0/j8O1QArqkWBZrQuVqCl5j1b8MRJ8c88LBJI+oUKg5T+zSBivmJK4Hj/NcYGs1BzxGPo+j1a92IgaSj/Zh3wdhcJ4xZEH7u+BqPS80JksgVxUNjhIAVITWkOxpeJhaHoe+8TxEiAqQk96ZpNepSKOxyhmON8UYWyXz4WfnHshLhR0l4+tud2wxjYIVs26NzRjPyprn27o5+D+Q2sfb1n9VEvokj7j002z+/bN2lObrtHeovCa6rqg0OQcT25esvqKIxk61zcvCeXoHdjTz3pnooJk79iyLS8NhJ51eiMVH7t7XoDctLGmY6TA+MLmQTlyUqB8fvOQXbm8qZ9LjaH9xan72H1WNvRcEsbN/TX7iuWb7Nqdg3awtWOt2ti+MDyiv51rR4ft2GTF/np41Gy8gJaVuORjGpyN871dilHaKCXOPep1G1U1+/jwcruiuWGfHV5u681d++zeZSosbuyv2/a4Y0e7mzacNu3aYc+u3T6ggmG5O7TLlrf1xbuz27GPnrzabjq1Zuure/oyXwGlqMz6w5btjFvWbE4Ff4NQ0CYZ7LZsfLSyMzetWQ30guS207Bxp6HnVWMKDofdq05l9Zs6NlmZWgNkg8X1zY6EjHskU1/NUyxMW3Ul/JpqGKoCs8bJlgoGCgcVCRQpu3UlRJKYTgWr6GgjkFhJtrQmuJ8kTHLnMYoEIQSsruOvj3bAqFMpibP65zkUDWolOCXAWxqtQBsa3gph30bLjmDwnmxXBUU/2h8ANp5HrbUTrZDYprdO/Ll6fsuLnzFFTKAZk3bNWuxzFDzZVhFlYTsKH+gUp7zt0tzx54GsqJgJqsHg4NTqJ/zcTJs1bZvHKTK076z2Wv4Z1PucLwqTSgUbRQNFEc/n3A8OT611Bg6QFzmtjYZNht52oaASp4IWWLsyu7GropLzVacYVUHa9I7KuGbjo0OhYrUNDoJ22lQtkt3NJb9+eM5SzdpH9mxnr2PDE0tCRoSmrA2s1ZzYaLdttmR2bGvFtkd1u+/h0yo2rljess+cvkzFNAXF5Uvbdv32ui23HM7aGbXtk62r7GsPfcEaVtl/33qw2iwrfBgRvTrclvIFVWJ/RLmUS5xzQPb8/e2Hi5/x6cGV6kN/vn9EKMYXdg/b/ZZO2WMPftY2Ro5KUJEf7OzZkaUdfdlee+qg3bCxbvXG1E5srlinM7bxpG6TSd1Wuv6lPJ3WdP/e6a6+4EfHlmw8rlu1CaGwphYHqIUp4VTWuL7rRcGo7nD5CFKq8x14LslchQW8gV0vBOBHkJC7NzVmPIvhoYlW5CQ6JW2QebimrMgBRXZouXgBQbAi5zlqlcAxpf7ZhOcRr9H//ff+ZZWSv7gj4hbMiwGt2qkj4K5yH3zJ04F60HmKFo9+UhDBU1wyGxxy7gjvAypBgcD+O5rh70UhIP4IPEn2KxAHXk9wrCT/CYlaXBB/DvtBqDDh/9t+LjhWtWLgczZpK4G+mFAZtpNBm0jnpstjlQoHfflQfEQxxHtpog/OKt9KcbzcQIv4rITubNZ1zOLc7Hnxx2vYrpCdnbqeq/MThRk8Fl1LcFrOBAekNxUSUjvT8vbbtGaNrYaNNjteaPD6vYaQkFq20NaG/tmAiolL3LIJLRsz2z22Yq3W2EbTht1wZt2+sHFQnCQK661RxzaHXRUaw2lDbZWrV87YeNqwk8MVe9vnvk4Fxxf2Dtv2pGud2sjatYndr3naasO4wErsi5ha7S65XYpRio0S5xxVu2EPbB+TC2GvPrRTk2U7NVy2B/eO299Z/6LaH3+5c4Wtt/b0xdttjOxUvyc0o1Gb2pG1bWu3xtZtj2x1qW+jUUOrQoqNnCUfnlyy/l5bkPZo0FRvfnzaewhB8LdaiymBSmRAyIGCyenNQ9qEpzGAL+C8iP7lUyUa4PXhAWAKRxMoULS6bzk3Yen6hiftLonT+RH9w85JAPlQKyOSLQmYpNze8v9TMLANETBpJUDdmHqy5/Ukw+H6vM3A6/pHKhUjIrtu+WuFPAxiVT8JVAF+KgtetS38/dgO/An2l/cRZwK+Rt2se9KLBLbVObNA+qwFwjGN4qiab18ciul8HyhGstBKFEQchz2KHL+f31WYebdDMUNlaM0weHImCJydOF8b8+KNbyJtZ8dbLRRqKoZ07vx3tbuEyEz9NdlhqFXW3IpiZMcRKj7/8frEGhSj1BqgMVt1EWS5LrhGaLdQaPActc4gk1JcUMR2x94qO9GxwYkl62+3bQoKAopWq2zUb9poq229VUci2of27PLVbbvxxAF70GUn7PSpZdvYWVLxvNnv2k07qyqwua7bjYmNgcOtZn+1ebk9/MiN4mtwO9Lcsg9sfJX97fByu2myarVh9LVK7CsF0cl53i7FKG2UEucctcHY/tvGV6snvd7cs2v7zqj/m93LbHfcEQP/w9c9wA4s71mnMbb+uKVV4l/dcIV1ukNb7/VttT2wU7s9O3lmxabDhk3GDZtstuwES0uS0upQMHm9NbVWZ2wDWiSCCcxqJIp+zcatphLIZGXiJM/dhla4ImiCYhyYWMUoZJAZSYIUHBQgrJopHCgoBMtveRtDq21QhTOxIm96EiZoXSjZMRF5IAiXgUxMaB9Eos/CowlPA6RgMC8wtAqPRSvPa0fLZumEtzJANNSK6XmCZxvsAwUFRQkFTv9IFDuDOaJCImdfOCbeK1sy2WLRMW35MZDYhTgwYduCoOqv654wFUNsr0ULYznQAxVjUbAEz4IpG59Imb+fCo8ds1YcK8fTOu3HLG5GFCaJhAilyMKRoozn0fU45PvA/uRxcHwqHPkcVpxPos+alhXXAI+fjs946KgV7wcaoikbJnbXpkIxKPo4b5yTwRVjv252m45k0XKhBROE0ubhvg232tbsxUGxr41KU1EWSM0Xjx0SSnfD5ppddmTLdgZtIR2gc8vtsZ3pL9n2TsdubI+F3MFH+rorv2gnB8v2oN5x2550NI1CYf7F4WF7dPcLs+u2RIlLPQqyUeLco9mwKzobapscbW3Y4daOOBr37Z7Rwzfurtn3feWHxdBv1Kc2YYUKM7830CpwMG7atScOCmpW1CprtNCGmPhIq+QOamZ7TZsOGlph0i5pnmJpbiKAMhaqHv3qxNrHGKsgOZBUKByYDmlY+zhLdhIkyIeTD1nl5nRIkiSdWxGjrKM5msBNCSsSLq8nMQtFoJVBYif5H56v7ikSSMLJW+C12fLQqdtz1IAYrgWxs2c2WPfCokkLoe/70TtGIg0kIiY4KQA6p+O0BXLg3Ad/DDSB/eT1QjxigSxEBsQBagMUBFo4WwuTKcheLM/3N1svFEr5/uw3yAmvyxaQk1ujBRIoiUZv4R4cM9u539QGFBcbfl6ylaJ9Qi5jOe5fobhw3gbb57h5bqI2IDUqmtTi8TaYWigazfWfOsZOcD4oatYdrVABAuEVHg/FzGGKULgylY8aL0+8gIKkG8WkpnnalQ02IK44OZlWy3i3ZVNaKGccvmk0ptZsTWxtpW97TK98/pD1+y3bON3TZNXpnSUVnF95xTF76OXHtDpd7Q7sL08ftV5zaH+9c7kNpk37wuCIderejnnP9sNdb6PEvonpvZggemnudYl7RCDSBez72LW/tf9y/BG6D7j4s7tHbHPUsWZ9au879lVqjXQbY8HGJ7eWbTRu2BduPKyfIB1qmwwc62b1SP+80v/RRIiVHcUDRYaSpOtciHOxBXY+tebxlpAMn0YARvDkpaQBhL5Ts86JhhJUTk/4Ch3C3xzC11jl1nxSJIma2lYUDWptLAcHI3gRJGFW4Er0meRXAhVBnyLaKkJKmOaIFgkxm9rYi0KFSZCl+T4NV2vzdgcaE10vEoR0xIRIHgNFAAmWQirRjVu+T3s7Ena2JoLHkegBQcGTx64bxzgNxGIriikQiX6cCwoPWlIbTi4VkhDbGq6a9W6oz0ZnObdZTIBuZKGShFW1nUCJ0CNbiqkV0CI0zdYCeWHsOPIwY7WQVLPY4v3F20g+DC0Wrht4GmiSdDhgWjVMxfhjFKzwfNTiumzs+hygIlt16xxv+Hj0qCZyMoiGYlK3as2ruL3Nrg13W3b69LINjy1Z63BfhclVR89okqpRr2ypNbbrNtft5t0VEU4fvH7C1jp9W2UcvL9iN/XX7a+2rrBjg1W1Ju/fprK6ROccS9xmTOFcnO/oa+FslLg3tlEQ7nrPiUfY4c6O7U7b9g/v+zH78xvuqz+Kbzj0WYl2MXXymZsvt+Goqfu7nZGtru+p0GDKpL/RtcbS2Jai/82EQH0psjtf8ktjaxxr2/Dykf6vPj6TAstTm9CfZ9R1GuRARh6JGC1Vv16jnJWgdpIWK2emHUjY0lsIxEJFwMo8AZMMR2tBdowiI4mZGvGMgmGGHlDjjAMdWPHETAEhFAMBUU2yzFEGWhUESVUaGMHXAEVYOh5EyiBMpkDXZIGXIU7GCS8c/AMJ5GUSRZBP/c7eM/keiaRwXImoZMHBY2r7xCbZf206JlmSwJr8CQqa2cgtVBpGRY/GRxD7JaQGzsdkThzVhEtwUVJvRGRaPvacwgniaHJheC5tJgoUCgy2SfEmsiq8km0n7ercq4VV2d4V09lnA6IBH0QcDUjDiJHx/iMfZ0anhIJVk0aM2+75daJ9QcejVdnuqSUzeCAgbjH6nNcpUy0UzZddc0ooxoFDO3Zmd8lGw6YmV4i9Qdt2h2175JU32In+slC/08NloXyI233Fys3iNl2/d8D++MxXiRdVosR+iIJslDjv6DUHapl8cfeQ/a/Nq+0RV9xoN22t2h/c+DV2qLNj918+rZHAen1qve7QNjeWbPN0zzavXVM/u9Eb2YQ2SR9Z7Lr66ZowkYgWs5OuEopOhjQzVsdCKMh67ZMNrTylukmyJ3kwgiqo3MmemVSWbq5pFS5ew1ZN+haEXhcIgFb4JK7gYKiQWPbESRKjGBDBMcZbJYgVUx0pkCXSqUsqzAuRQCYICgRNmXi3aaaRoSIqtsvYae/GeYGjfZmarVw7J3lmUbOo8ineBPsQkylK+CmQSS2A+vi2J3BQBhI+LaGZ0qmmP7yNo8kLTd54EQHBNBVJNeESj2s7tFuiQsliKZEHUBYKkdye0JEoOkSK5ef2fPoli6LkaLBZ8Wgawf8IbRG4McODfgw67qUgzIYYmYTOTtcDBapEBAbhcrQGHRVHySRgNp2TWylAQbjgobDDvFbXCdNNoGg7db8WISan6uzyyJpX7GlSRcTQnbbtDVoiiLY7Iztzpmejad1Wlga20hnYddvr9rcnjthae2D9SdN2hm070t2xv9q+QuTRR65dKx2OQhDdX1HdBZMobONSjFJslDjnqDpN2wmOBlwMUIszwyXbHbcEGz/68LV2w+66/dfPPkTcDDQzIMihlbF6gCV/JULoeKstNEOtlO7EpwX6viyeroOhO9dCLMIecpx4T0Qyg0PAanXgSYRkpWmRNiiG61sIlVD7JBJiJG8eT95BthRIPK64GeJUtAP2giwZrQLB/+vOmSABk/xIVIy0cl9KfWcCUyERpMcUvdI+RDLO9yEpa/oF/gR115rfRJpc9WKGY+icIQF60ZKEz9y3FAxLwqp0PzQCGqJasV2Sdk6ywKVQiySIqFnwZBElsmu0RLIIEJ8h+Bk5+SKuBpIVZ8y271uzRrRtkiwrnRGKh7SqCURCRRtFEOc5NNqy5cT7U1DwOFLpnB+hO4zyQsbdiW0PvWgieA+2KfJp8G86p7kmHOGi6BBRFSSEiaUYpVVBq2KoZsODIBr+AU3WJ9Y81vb93mmKcCwpfPRLTsZY7Zm2jXaoTiobnKEfVek6Jy1AIu32hra10xWatz3o2Fa/I57Hp49fpr8d4m/PHJGc/+64raL9C3tH5p4vJfZFTM9bPfT8XWPvrijFRolzjtp4qv4y+hq0S4gDbcfdGe/7m63L5GeCUBIy45BEx3steZqgwNhYG0mnoLk69C9vtrnRkv/I0mEMJ0xS1BDzVGiAepzAxM0VPrXChDR43H05PDFB6HPkApXL5CmQZFJoK9sY8gGJFbwSCX397rxVoqmO5kJiizYDXAxQB7UCelE8sK+nfURTxM5oGSSJNEc8k8uQ46sESVH7scBzoBhQso8CiIQq7QsmJw44P0H8kCxq6nNiqFon8DVCmjynYrIdxP0zMS34JCFvrimYODe8Tkk7iJ5sHwIsSRrJ9NwvFRBtR2dy2xREmniZnZc5rySnfJKAm+eZ/8PtUJEzCkSoF8e+szBxw3miJj0+/3xEil2Zt4Qo/lKhNbVNspVEccF14VNHTgYW3yX2iWklL6QYp22IONpAGh0eEEHLru+aLvUzLU226LqNwpGiubU2sGpUs9Fuy/bOdCWtP5409HeAyJc+8+bEOq2xXX3wjHhO91s/44XIqG1nBl2tYCGMyvytxL6JaSGIlihx56Oq10V2+4Mbvjr+kGqaRkGGvNmY2E3bq7oPAujB5T0bjxt26LIt8TQmg6bV6AvQ+5bE5VQaBtW6qzsNPwd5wmxw5VjKoJJ9bE1DqdI1MwSdt31EUqvxdiVzNGk1sHJHH4PEvlsTiqHVLuOrJFkS5JnaWUk49R86Jz1pKWlGO4TETzJWy2McCZfdDy5G6k8IyZgujMcGGiCEIGXKQ/dhRipHg2IL4SrnH4CakEhTVIwAceB07V6xkBhDwTMFvCChcixZ/CTJdBGJcBVPbw0N4G4ExyGLrtTvkCcLuhyBHsmE7cyc2Cmiavig8L7SD9mbF07iqEThktMkoCrJN8liSlwMl66YEVuzuOEzzIme5HCIoMu47TR4LFIOnRNVxWvpBeIRYmQpGiahNITLtvCmqVSkZiEzEx2L1lj3eN2mXQTBXK0UUin3aQIGrxzk7OuBtGUrbtNl8McbHashud6aWGtlKOLocKdlO2eWJF7XHzbVYuFnBh5BV614T+kBq6fshp0125u03A22RIl9EAXZKHHOUdsb2FcduNku721rRXay3xPbfjBq2nq7bydOrYqTwYquP27acKujHnZ/kzGDmtVh9e81bLzdMtttWO049+MhUrPJQf8Sr+PMujr23rjcOX3EEfKenED5wg9uRBcjs+UYKU0BqCgQhDaMQ0hqwf+DRLWYiBJBSOVQjYcGITRHOhclxJNkKX2HjflIJyOarOxTL0PCXzEmmi3XLEYIOBqJJtA+UHIOZU6hFlE4LF8XUyWoox+Yt0KEQgR6wOtzJQ9aUB97IdPaYUU/18EQ8TKSrfQ7kBuHn9KI8dcY6Z3tLxMiTOnU4lik8eE6JSKPhgianrOw2k/yKwUBnwXFUKINIsmC0vTmGh1yho1CLwm+amUNg2zbmxNe85ack8VWDdvLwkvbDD8ZJ+7WVKQy6ixvFp3nOc9E+zioSR5dXi39uu3db6T2HdcfRGSKjsbJaPdReFGEbDecQLvbkAkgSB5mgY3OxHrrezYcNIVyDPpt/bz29AEVGRBJ+RtCbfQTJ660A52+0I3abkBdJfZFTO/FbZQi6lXi3GM6kRT5tZsHZAHPWCtQMCgGX5RoZvQHZD3TmCsTJ/yfn5ONtg132lJyrOHGCedjaWq1mAKotepmh6KwANnA4n0XoS4vNLTN9am1wzGVZNE/6qvVhN+JhONz5a32AryMhtnSqfn46Jz/ES2BSGJEIgckpaXj3kpJGXAVEoMFhCJW+Tk9ImQgBLlSklsJlPsjsSVnYEaohLexsygmNh+/Te4FvI3RireOhNJsVj4im1yKUO70pO73D9fxJak0SaGEHHwUtqHR3EAAuqcq6x90jgv1EGRPtkHhIi4IqAKTLpoaYSrE5df7h31/ePvOZmWtdpB8QVdCfZRCkHOkQitM6fLzqweKo7ZKFIri0ATJFWdY9htuBvumoumUoz3JV0m3WpK/PFpWvABsLLRL9q6srHPCXW7Zfwl7iZ/iv6uAy8LK6lGMVdbYaur6QrdD/jjBE1KM0+U3/t+byDUWsunQqGbM+ozStiZC/UA6lpf7mtCiEKetuNFe0mMPPnhCcPsXtg7aKjteYt/E9C6QGy+jryXufdFqiRCKWys6Gv/gQR+3Lhbw44Z9/uQhO7S2q4JiMnYWPqx8vCYme01NnLAKRLXRlscOTcuZs/L+eKz6KTCYBgDtEIkx2iEUGt2b63MlS/gDAyZMIsEyGUJSD+JiruZZMWfSARlgjDLbICRCuY4GEVMTD0GYzCTLa9RqGJ3dGlGbYxjvGQiIIkiiKQ0uUuH2vD2jY4zx0uRcsI3GELJp5UVAaFxoKoZWUGhvtDfcD4RIZMbbGr5C1xioCi+UVr3FIb4HomSn8IaJaRKKoxiT5Tz2D/k51r5xXnohchXHqvZMoAk61gbn3UdRc4yX+xJJoDCiTeRS7f4c+B95LOxb76a0lZ9zRZZOOucGBCWLN/E0gsDL/qitFKTS1DTRZxH8DQpC+B1sd/n6aLngaxPtpEa0rvI6orjlGoHsK4E3SMzyekHyviZZ+URbKDgSG4aUzDWq6xRJ892GNZe5SKINlU7EaNRtd6zRntrmSVd1Q1H3sgPb1m6ObW/Usht31uSKfGUPhmuJEvsjLkrZ/Cu/8it2zTXXWLfbtUc/+tH2p3/6p1/y+b/1W79lj3zkI63X69mVV15p3/d932cnT568GLta4s4EEttmtrHb1QTKh48/wDa2lqw/all/ty25ZvrWrOY2NnvW32nbgBZKv2GTZbJhbAdlRv7PlzZ8DBEUfdsoPqICCh9DKpchi43zZ/Ij1Kdvz0cmtck1T7BJ8JxJeW8tqFcGByBbHSlIle0OcTmiUEHZM1shIhUGxyO5ECJYLgW6gahUcDg0Jppk0Gjt0DpQIbObLSAvDjTxUXmSpa2SPJLWtiuIpqmb38f7kTRRynSUg/NJgt25oqaWCftEsTJa9hV77huJde8Q5FpW55UKpzRESwSGBD/jeYB2nJl6kTV0gm2Kkgk1Cq5Dim/5efLzr89ihYkP3z/CJ0Hm8uaauJmAjqB94ueCbe9e7kWPEBWej8JoiJhJbTRQqNQMyfFZoUDUATnZEgqwO1f5a7kGkHpXgbkyb5NxfUHy1Uhy5fL0cIBUgF2Gl463UJIDNFlDcdQ/Q4pkfqcwVrExqVl1E8ItNattNb3wuG5JiAZtFRXcS2OZCiLHv4u78bBtW7td/UQI79SAyriIeu2nmN6L2ygXvNj47d/+bXvRi15kL3vZy+wv/uIv7Bu/8RvtaU97mn3xi1+8zed/8IMftO/+7u+25z3vefbJT37Sfud3fsc+8pGP2A/8wA9c6F0tcQ5xeq9nR1Z3NL6H90NvaahWSXtpJGO16U7LljrOwK/gZrC6Y/KEn0sTt3s/05BSI6qNfLlTeCQ83Ub9senTAzLaUrHgEycz4l9MeeTK2/06ajO+hd67PndVTeMwJcPgH2h1S1LKgiYmSEhKhFbLJDIQc3xFQuky3V4lgR68EPEEKrO1ax1Wz8RHYifpM7IqAS4SsNooCJQFJ0Ktk5jMCQ7C3mU+qtkmGceESWsXLgEJtzZDD9gf2bZr9V+zVhQzzX5l7W2fxkmUI9GgcZcdiUSe0y3RPtII7a6/rn+wbq2tSu/HuaLVosS9s8CFGYcexdQRCX0muiOKvoWCSwqttfCFoSBaqWnbICI6h8HfSOQj1UNRP83JodxPCY1FwScib/yf4m0mVnYg2ipME4XKaxXjtJr6ieuG9+C6gf/DSDWFoZCgm+tq36Uvi9oqGw1rbvv/QeZEXKbowJEYafzVsQplGQRutm2yMrVq2LDhdluFhiTOm1PrrgxtijvsTldTKtTwyJVvDWDIXpqJpcRtx7QUGxcuXv3qV6twoFh46EMfaq997Wvt6quvtje+8Y23+fwPf/jD9oAHPMBe+MIXCg35e3/v79kP/dAP2Z/92Z+V6/eeFuOJXb16xpaaI7v+9AH1nbc3u7Laxsl1PGpY68DATt+4JhKoLLqHZM2p23fD3idBditpF7ROtARf13frc4Go0M2Q7fsBVEDnCIZIfTGdwIijCJ74dMDHuDleH+OlKh7idbwnMH6OSab8uMiNgVaIKNl2eF9JO4S/+OpX0oqWS/IX3I8j+AmhTzFYravtkqO1FABJopwlXLpRu56chXYIvXC0gpW9FDSjXeKjqf4YBUkWS+IDHETXwtEfCW4hLLblKEHeCBAT3jcREgoEXtc9XfnrQpqcfaCASblyoUcdLwT4/85V3loBnWn04YvMBb4oGAbrC0lSZFI/hmytLN9Y+TmOlgioBu2fVA9NufTZOG+gJkJogsCbRYlIvvE550QRARqlIirRi0kURYPwtokx3eR8iNsR5459UoEU7Sjph5ziGvQCsgJpg6QcI7G4DY+QLs8R7n5dLcLR+sTqK2ygZrXlkca2abGAbPD3MdhriTQ6GDbt0OquCNT3XzstdONKplMKZ6PEPokLShAdDof20Y9+1H7iJ37irPuf+tSn2oc+9KHbfM3jHvc4oSDvec97hIAcO3bM/sN/+A/29Kc//TafPxgMdMvY3PTxsVaXTLA/yVWtpeZZP++uaLbMjm0dEuT74EMbdv2ZdRsvTW25NbWNjWVr7TKXWbMu0uMTMP6mtfhMsIDXeMJU44Iy0NppWhXiXBpZXY02ygOn1jgN8RByY00FR6Nft9E6q/Ua2klWC0Esrf5BGLa9mOD+es9saWeORsjzDWQgtB80OopAFwkEhCOSmaYaICEqQdZMdisk8ID++TlDU4KI6fbnUQhFQaHx1OX5uGYTZEKCaOH0yqq459uHZNgaVbZ937od+OupWkk1uBMd51lUoBCBOAg9aDLBUlm9VrMOhQcFCJVNEEvrTPasu2omx7myGVojzbCQX3ZCJ62RyVLN1jeQ9q4JuZ/2GOfwfW3Q9lAF5vwNCWjd6IVIS9yXuvVOTq1/pG7LO9VsBVentcNkDsJWq3VokiqAQDBqvZqtxNir1EG5j8+F6zr4IXoBSBRAAecxkKoG/I8uXiZ8AUSBxOcXXJnkVAgpWjNboR1Wj1bbNJ63ZtYDyUAkDWoELavWnEQsgul2CMUh9dKrrNaq2fJuwyrQKVRuQYeipmpBMt5ohKnb3GV2cnBstkMFC1zBh1Cp2LDG1OraOHwOVE5rtrWxau1GZX97/Epb7w6sMW1ai6+xpbt3/PWe8n1zwQKvnOBNXeiY3gVtkEu1jVKrqgvXFLzhhhvsPve5j/2//+//qyIi4xWveIW99a1vtU9/+tO3+TqKC3ga/X7fxuOxPetZz9J9rdat/+he/vKX28/8zM/c6v53vOMd4nyUKFGiRIkStxe7u7v23Oc+1zY2Nmxtbe2CnKjNzU1bX1+3p7znh6y1HJDmOcZoZ2jv+5ZfvaD7eyHiopSqtVv0Halvbnlfxqc+9Sm1UP7Fv/gX9s3f/M1244032o//+I/bD//wD9ub3/zmWz3/J3/yJ+1Hf/RHz/pQadO87Ud+zwz/gn0YrDC+/83fZr/+vHfZaC/w47shmg+4n538hZadPLViRy/btM29jg0GLVvp9W3jeuCCQDDCFIM+tV3fFdnTDoysdqrtEx2Q6ka5avf2QLNXs59+0APs5/7y8zacOEESmDv9OZKDoc2jCwGCccKh8yQEEtzfPe0kw9RwSK8QeXGEz4jEobAjD+0KVtvZMhCZcUL/3vfNvUvCdn5hpJWx0sEhb32AOLD67p6c2nClrpUy7Yaq5vwL3n+5b/bCZ1xj/+YDn7cRCMUYtCC4Kbs+ykrLJHUkfPXtY6ytnantXV631mYlTgbvwTF4i2UO/2tBHURSH+eM1frYx1ldJ8MfB7XonIELUhOXg/tcutz5L47OBHIRI6+aVIkpG3FGwleGaDdr9qNPfoC97g8+h3fZzMOENkZnayoeiBxg+yEsFtwM+CC0YWb770MbTjwNgzmhCmihBDFV10AIqSWPJ/fLp3tCgXQYfjJpThfqq/m4ECEk3uO1yQNJ8zqNDIP07MR9a5X93BUPtJ++9rO216pmxGXagtKSoQUIchfy5tOeO87qu4mfXO8HBtKikfvxpG5HD23acntgJ3d7dtmLdm18/Y12d8Y95fvmggXfUyUu7WLjyJEj1mg07KabmGubB62Ro0fDGvIW8cpXvtIe//jHq8AgHvGIR9jy8rKIpT//8z+v6ZTF6HQ6ut0yRv2JGbd9HPzhj/ZCj/tuiGqrbyvLfWt0+mLT96vKmkt9O7HdsWltao3eQL4n9aWR1W/u2LBVt6o3kXHaoNGw+tSJn/37jK17PdLPWAyhymi2imw0KPm0skFVWZ0EedpsECOeCDKpl09SO2VWDcw26bmHdgMqz2o39M2GfD+eMKtINDHSmpMS8DaWTjDmWLOKx5gWIVnHdIJ4ISNP/NUUKD04AUw6cHkxGhtE0QEchGk1IyZWe04IHS5V1j1Z2TA8QBq7jFMyIukF1pikPZqGEZvD8OSiMRoTIx+XpKUh4ax6tCKA/G+Y2KBX13Zru/767Wg/UaxIKIwCJjgHtIFqw7m8dufYxEbLdesfNGsPKquT5APtnzQqWzo91X6mJAi6ai2KGQqevanBB0VJXtMskdA5J+RVCpH+un+Gw1FlYwBUyJsUNpNK7azx0PdtwiGepNXi0yVYjFQUQVEQNE9Uau9Mw1iuFRyWvbUYyQ1BryqE2DSFkgqkfEY8h8+Uc6hzNRcGU5HB+9Fe6oToWMiq5/hyDU8V2hkpl8454jE4Qv2a2RVmk+2ajdHe2HS33jGFWRXTKSG/Ub9i18a0FqUZUrOqM7F6Z2wDTuypri1ftW07J3p2aqVhN26vW7s1tgPWtPHd+Dd+T/q+uWBxEQd+qrtAJ+NSnU+6oEv/drutUdf3ve99Z93P/xfbKreEtOpkloWgYCEuYMenxLlEu2Xt+sRuOr1mJ0+v2N5GV0S31dU9ax/Zs+mobrX21CpGW4+MJEVeXx/a4LKJu7IyKkg//pgXGnAUujc7j0AqoKmyGdbpfPmDPOQKWY+HSqaeHwlG5L54fuopyDo+plUkKkUSilWrxkYpbCBzNlIZ01f/bBvyJXwPCIyyNd/2ZKdV7ygsyHN6IzxHhAowcgvBEyEteAAUFzGFAvJBMiJEHm241T1JFc2KLBTyewkEgscgZPpq3MdJm4PQ1IgFJ8fO/kG49CIo0BEW1MMFh9Maehp4fPjzUxtEvIaxH6sQmSgOdN625xoTFCHsJ0UUiE0SekFZ2EeKs/yMxBNZcrSE13NsY8imQ9/P9uZU79s7FhMz2s84riD1ulqr778QHkaDZ9M3juYwLcNxSL4+XXbDKC7Pc45Ao/AqZEoCZF4sLSqeSoY+XYTDjVYuu0xCUbgteNjoGCWQ5qZuEEWlMrpZt/q4ZtPliU3Xxja5mVHWmlVjlzzn45/stqzCgHBpoomuemdiW1tLmkpZ7sA0vjT78yVuO6b34mmUC95GocXxXd/1XfaYxzzGHvvYx9qb3vQmjb3SFsk2yPXXX2+/+Zu/qf8/85nPtB/8wR/UtEq2URid/bqv+zq76qqrLvTulrgzMRzZp66/0jpdp/83e0PbPbNko0HTeisDGzcaMqSqtSdWbbXMemOrX9e1Vt/NsESgW2YyBYnycCBFNVSkOX8L3R9eJjlOmdLUWTywKp2Zm41CtyHaJUrkmnaYW50T2WqQaFc8dzlEqfAMUfKuoVcRq1wlWW87KFl204/DJzQ6m1PbvqJunWEmbi8WUreCZJujt+hoqC0Sf31q+2wzneEJuhNETVomrVjhk/gpGhDlSqExFR+gIks1vS8TJEx5gI5A2uQ9aFdQMPC8nJ5Rm2aHVoU/R22BKGIgqbIaV/uo79vms2Db+X5kSY3+MiETLRoKDi8MKDTqrpkRhQlIzABi6cS3K3+YJu0ckjOtGDfUkwKq3t8JrWpZ4X2zHkqdfNFG4eKtJj+ftLfEXwV9Ch0Nv3j83ObUi1CMmBii3abPH/2NK0MafcGMTy2WuC5SQdbbOt5K2zuKEaB/9nortr1UibjcRLK8Udl4baoR7MZ2w4sZKpvthurH8YGx1Wij4Ac0qnuRsYFQi1m3O9TvqO4e2DtVvpP2UUzvxQTRC15sfMd3fIcEuX72Z39WhcPDHvYwTZrc//731+Pct6i58b3f+722tbVlv/zLv2wveclL7MCBA/ZN3/RN9q//9b++0Lta4s5Gs2kH1nfs9JllqzemKjR6B/Zs9/pV26tXNmXMFS7GTtv7ovSkSfKgDksTm7ZrctbM3rhW/UtT9b2ZAiG8F++24JLVhn8BL0OJzletci0VOjDvxaf+Q0qROzfEtRdSY4LiA06HlC8Ze23NPTy0Au7OpbZBU2gRpImYfERWIrGhCnmIBOsrbgSw0vE0EQqSsFABjOlk9sWkSbQ8SPyh10GCp+hwcbK5NoZW8rFKz0IrV//wLHi8QWE39kLDtUSmQhN6xycqAEASRit1PVc+KTve5vGiy4skTZtM5qgNz83RWf5PaOKDDtKBmq1eFxMsIFSbU70PxQ4FQ+pg9A9jGevcEJ0TX+CHsJkXGHokjkmfYeWozQiL9SySGgtjqIzlNmpqge0dce0PHQetGizoudxSWZbXjGIiCW8VCsVQJfXRYi8mmGDS6HGKsNWC35E8DoqEkKLvnHJZ/Bx9FV9mt2ZV3/U5UvFW1zvjrksusiZJ/qFrxyDT3zzUtwnI7fGOLd9/y3a3OzIs5AQfZFynWMyX2CdxUQiiz3/+83W7rXjLW95yq/te8IIX6FbiHh7DoW3trlunO7JB33sJFBy2NrLqRMc699mx/qRrVWPiU8iMDbJq5ot7UJdAkutPxBd16GaIABgrRhIRio1JHlSBseHtFHQPgLtFDIzEloQ+rYBDYZKfbFPweNMJiCR7b23MFSlrjM5uzVVHldyCFElCom2QcuAUBNpOkCspUETeRMPjQN2Td6iDUlRlwhQqEfB/d5AV1Xy/ZcS25YUJSZ9tZeKTE+vWVC2IbGcQWRAwUjo5ULOlk1OhFlr5L6F50XAPGNoYtWgDwQtZD6Qi2iLJU4DESitDxQ3iYTkqG+/JsYFKdM94u4RzKWO49boKBCdYVjY+5C8A9RijKDoKufOQONdnkgRNVFQpchbaGRwn+8E2IZOm+6wIpatekEm8bGdO9nQ0ybdNUFCJb1Oftz5EHhaZNhxpQ5VUnjh8HAtUr7x/1qZKb5sq3G+jYNT10YvR3DquslOJfFHcTig+KDiQqj/VlMx5FXoc4xNdax7p23h1Yns7bZvuNa294juKdPmBcRjGlNgXMb0XIxv7c1yjxMWJel2eDxQa8n0Y1a29whKxoS/Xwc18i0PSbMhgTfoa8YWdPIzR2lTTKeI96Au87ok/vvBJGok8yHGVZBhKn5P8cg8RJ/XXMynEqnbvsvlkivrqqEmuuhFZTpvIkyO4DJrmSHVSSKIUDdpXXz2TsJOfkJwJkRHbCfE750BkTk10ONdAwmCxcvfixNsO2k5rbvxFoue9tu5DIUbLJJI+SMS28yik2LlVWffMxCdTQuWzvT2V54lQjihkdC7R5JjZ0nuhRHhrJVEU319QEgoMEUObqHqiATEXD2Pb7APoQKp96lhAQXgN3JO6FyepKOrojhcP8i7Zq7Sf4nvQ/mHaiHbZuFLBRqtIgmQiWIZCqvgyXpDwfqBDaV4nRVWpq1Y6BnExonCi2OL6yIIhhbwk9BXmcLKx53oKVExFUUw8we1IOXyOWS2VmELKSSSC7UmcDnE4UAy179Av8c8PATBs6l2DwzkucDkkMX+mI/btdNyw9vpA6MYIt1hJ2y5UlSUu+ZjeizkbpdgocV7RWxrYgfVdmzImAdixzZJ9It8IjZfi6FqvrOpMrb7TsGptLKM1/b1UZsvX1iXiRQBJp/R3rqIlZ45C5GDueZGrWNQ/E6omQagYCIhehD6hGJ5EBH0j6a32gG9b6pPhXcL7kdBIViJ0BnROEk2JbfmCBJFSJEZuJNosWkDLTwWicQvOSP4Ud4NttGoaSSVI0DkZkYXK2hens3MkczPQkI5LkJOc+Z1CgJbFcMV5HCRzVEuVtCl+kOPe8gIP+D/JqRQtvM5PcKIXpnYL/Ant4zT4JhPOSYyFBumWZJ/CYiASKhhI2OHRku2bLMpcJM3RmvRJAbHhGGjbUGCBslDEIMnO+eczy/NKAcI+4CqrooaR3SgwkldBATVr03TCLyVM24Yr83FXIRVbjkRQVKZZm9Rkd2ICKdxj9dmEgqqjKIGaBSIDQZXnE05IdcEzJqwotls7EEH9dzx+mpsu+sXfAiM7GoftToTy8bMa1lW0w+GA63TiFOM556fJUKLEPSVKsVHiPK6emiyyTx1ftWqjFcmxpi9NzT9KpXIiklzzjCuFNm9uW2PXfSaSfDdejhUr3hPhhpoIhRIBrZPdhamUKB6k8skKO/QRNJkAhyK8UpSowkqdpKBVrvxAghSZct/RuqEN4a6vnjTULmClHq0SFTmR6EXQJOEzyRKjntICWXI+BPtA8SIX1yb27I42pK4FCT9bLSogxpV1T01mbQVaEnJJBTkB7VALqWadjYnew4sX3zeNowYBkeKCc7Z0chJkTj8unpPcEfZ3vORFhY5RGiHeekkOCK0YjoN9ys9BCMGWFyG5HY2Bsj+1hbbFWl0oS6JTQiLg5+wFd4XceoYDdWJqclUg2cIDkWNstHVyqkfn80wUdjR/efvg7aQ/TXq5ZOHH/uKci5+KWmmhEJrtGAqa1G1JUznIxUInYqopt6Mii5ZaTMfAnclWja7XIJCmEZyM2tqOdgjJmDpPowIBRF2Vaax6ZbXtplXrY6GBEKkHGx3rrA2s1ppaHUO3YcB2JfZFVHw/3gW3SzFKsVHi3KNWk9laqzcy63miBMWQ7wnE0FZlzRNNGVEJzWhEsuCn7LjdnVWy3NP5ynOxb6/VaTus3Vk10lcPomT275GtFmqhEdEgIIb+A8kBbkUWKj554UkohcESIveRVW81kGhYQcscTBMNXlSoVSOiZQhlxaRJjsAujnmShNl2e2dqyzc7hK4EHYUDN0LHKxO2upJxe2s641KwHREzowWze6ThSXRjGu0H508IbYh9gz1LMcF9Ltw1n65w8ibTM16MgCio8Og53yI/V45d7aZ2kE3R8ZAza7jzDrytQWHBuUg+hkZpN6OQ2Du7jUIxoX1Jl150S1JPCRmOlbqOTeOz0ihZIFmqreGtKh6jUBQxNAzysgjh89J78P9AclTcnIqCIpx5dQy6PmhxLdjXh5aG2iNBjFVhF545bJeCJEW+so3Cdp3Mu7B9pmk6ldUHfhziJVGInG6o0GhsN23am2hCpbE+NNttCu0Y9ReodKN9KKJ1L46p1e6S26UYpdgoce4xnli9Xqm/XGe8lZUbiAaJYZ0MFau4bTgctELQbUhPEk96jA8uHT/bxTNXiHoLJgcgAKr14PdlMSLEI2zXE5XInrq+9MN+vn8oiJGobcJvUHHh6EWuqlOsCV0NjcqCPAhV8NVyrs41ARIrbQLSqNCKpvMMtGKPvyyJV4E87DCl4doZQhxkvOYreSLt5El8ECEbfdCJOVdDLQoMzzBai6kWEnNr25M62wcJ8EKGIsGJtztHG7OEr3NJ8dMJMumyJ3aZn0W7JhNz2tG7G+q8IHBtjbrQDk23YD1/amq9497y0XPTiXWpNuOGiHvRMts7zPguBQe8kbrOF8E54/n8zILGNUrmRnByt41RW1dHrWzp+FTk4NQR4b5sidE2AaFQ8bPliEoWAlyDvWO+z4zNqthcjrHoIOtybVFYapoJu/kzgapFi2aRsEyoUAk9l1R8ZQx26SZXFIWXNFqJce/eVNM7Kl503mo22Ww5AtJ3FdFZ9OINSpS4xKMUGyXOPVotaWogUgTkW0MvgImTVYeFm8dbNjo01rgf7PwUvaJdoosvuBloFuQkAitGiguQDEJIAdMmowUSJ/yEcE+V/kX02MX3CFVRTaiEWjqoRybMPfX951e/3E8pIiLx9o47B8LHT50fISXJlEXHvCxWu2ybhKeWStcREHEVtIr14mTRFIziAp4FSABFBCt1gpYFzyWZk3C379PyVb24It4iycWMm77hkDqx3csb4jyINEpijoKFbVAggX6IyxCIjlCJmDRhhe4oQGpkOI+DAoaig/cXqhPy6BIH6/vjICHsf6IzIsruecED/4OCRO8T51lFXvA8GL3VOZrM+R1OEo2xZRUUzkWZFYLRvqE14/ogfv52rqhLs8TPuW+f95cAWbj5clyDNUdpKCQJEJCc8kkJctAuPj9GaWXGFiThnFjaQ/BY7RF/Dc9PYbiMbK+osD3jhTTXKNujyND1OA7NkFoUZo1KPKb2ob70ZnSuh3XZzrdxFRyUNsp+imkhiJYocQ5RTW1KUdEb23gAm9D707bTtObppk2789ZBa8NdMqX+STskSKFKkPEFLPvv0LRIzobGCzWBECJSPV89kkywCZenBhMmWLGccd0Its8UgfQihHZ40ie5dSAfqrXhKIcIgwhq9VxjQgk4JiNIZhoDHXiyYwVNEuc5jH2CWoBESMwKsijJNVoxSSLVqr3rq1sStqYl4EkEp0RfQDlwEMRR0I8sUkjcIo1Gq4XXEyRtFSsUU5teYXkryvkdmaydY+D76pyM8DuBQwHCsOJFjpxYQ2yL46EwWT42cdGu0NvQ6GzqPkQiFm8GSfY1RzooFChyRMoNTgPbF2EVImwUgOndAsIhwTJUR1fitfI+mSMwmjwJ1EYCZbte9K3cMFWrStM2UTSyf+4xkyiFf+aysD8T/i4pxMXnlIJw+PH0fRxYHJwdb7OAuomMujUnJGtkNhCMGZITuioqeBGWOzDnb+BU7OJuLmJHCwV10Qp7262mbtPPLVt1YOQ6HNOajYZNW+nO3axL7I+oCmejRIlziAkCRXVrsQLTMnDe5wYqplfd3PCsyf+TrU8M1+dohiYAIjn4KnDO2UidAxUgsfpVoOtwwE3Wsq3iLY2AwJnIYIojR0+3g+jXqEVx4Qkw9SY6IWGeyAGJCK4HCZlVsVbxkTS7p33n4HZQTAyXAy2YOpqQapu5PT8GT6IO4zuikARRH8+MaQ3kylfrrjEx8O05UuIohVCAKGogcsqD5ABtqrmuh6txOtlTiEWQKbPFoyQe7+mIyyRIkK510t6auPla20dhk4CZ+5qfTRYaFGA5eppjwLNJFD3Pz+fSqYkXDsGX0ATQJsfnT+Z8yJwtxl2zNeNTNLSOfP/YbwqYnPjhc5gRfWOKRe8R5nacyxzF5f00hhskYa4PiX5R4KTHSpj0adSaVkkgH9p+3cepUx8mj5NrlGJGfKEYuxbxtG/WPr1wzgY1EaThckjOXOhIZdX99sw2IaTwR1DZZKNtx4+vmY32oRdJiXtlXBRRrxL7NIZDjfH1txj5IBP5OB9IhVZxFByIGaVoFfB0rFIhy1EM5Ipc8PlymGjlVEm0UVB/1HRIFCVptsWXu6/izdpocTCV0s5eu7+vSJJwMAKR0Bhqcu7Yp0j4Eoei9RHJSu2SGHmV8RkkyCg8GjyXMc9AA4QQoLzJdmPVromUWNUTvM/SCU/iIAwUA514jvux0GJpKBku8he8FcPNWxcps64V80o9UBBHKeoT5yHwHpBMdf/uxIbrDSEV81FaR1dIwjxv97KGq5B2aV84MTYTMQhKmsNpG7jSCpWZK4sKTRhSTPlzNS7MpNGqVyhykSWh1n3cNQ3gZhyMOGcqPLNwqCrrCHmKyZvWfHIm+TkpnjYU/wRYKI5tr9JUDhwRterYlxoFoyM6qWsihCfUYBu0haKttHuZ75OM5eQdMx8dZp/lrcO+ozAbxbO2HToeiWylQRwtPfExJj4KO7xsIhVRWov1fl28jQmk0IY7I0+Y5tJBU/WUTvd+ium9WNSrFBslzj0aDfk71DeaEjCyFTxQmnLCHB2aaBVHAsDllRgerLTKy9FFTXdg370e7ZLUsGDCIMmiMd7K49I3QNAqPDF4DA0Fn0jw1a6PU84t6LVKbkESdaQiuREaVR37RAPtF5IVhmtwACg4crRT/ie9GNsMJEBRMRbqRMbBmqMIM7M0piU04gkawurd7ebH9Zw28efJFj7EtUj8zrGonyUPvjiN0Ri6XX0iORQmHF/v5rH1D3HeHVnAYI3igbbHuNsUL4L9reGpG4Zv3JdJHk4F0yjwMVj99w81vHU1nAqRkXeJkKLgu8RqXucJhCJGVNM4jmJKrYcgp8oRVm0K54fM9EJ4DUVKty4TMv3UQt5VV12TI0TLXK7FR2FJwlEwZrvKFVcrqwdxk33guHiMc+RjvnMXWPEyWtHKgUzKZBDbH4YRX9jet3fdj0aKrzjTHp3Ll8PLGB+a/zkISavObtGorcfv+OqIcOvy5fJM6VMMBml3o60iZHKm7W3FtZGPvoYJZYn9EXfF6GoZfS1xr4xaw1fMSC4bI6/oOhxi2ehwBuJeadWdhLnuiSDZ7XjB0Tk5l4Dmy5+EgFGWth8CXqwctbqszydG0gyNRLTHanQ2NeGvY0WZiRHyp6ZBTk3VRhkc9NWrev1Kyl50sC3+7zoP7mOi9kBMy+ToJY/3DzZ8KmTXSYqaCgG5gCCZiRBi6zBRhdDoQAwrEBU/SF9xi5MQGhbqSsGPCG6EK5I6MpBtGGlX9Kc2Wml4cYRhTMWkxUT7ShGCyiiFj0ifjMH2vaBYVPmk+NM5lqCXIyiOIPkx5mrdvVj8sdb2ZEYApXAZrnpS1Pue8IpMqqkW/Jg9kBt3inVVVJ9IAXWBNAvng2PG14VzkYRPiWnB31Bh5MeR+ys0I9olEisDvVr2z1L7PInthQswha8k7HGvDTVaIWuhyEownZKuw1wP7G+SgSmKuWYpMhCZS3Vbfda0VKZRFLfCZTgK6uTx6BoACduuy1sFlGNweCqhr+ERP2fdy10lrBrXrToFYlicrvdTVHcBQbQUGyXulVHtNa12ZGDVdT0hGWqbkMR2I/kw7tp2/kRafKsICHVNoRCxwsykoNX2QhtFEwNdd0vNFoK2HdbqFByCtqP/LsQk/ErcLTb4DFLDpBhwbofeP4Smsu2hxB49+5QeV8ET5E1B6xIEq6x7enLW6lqtgfD5SFVQihUScRIiiURXmK7IoFDhWNUqgS8R0t753CSMJh+Bgkg/O3NuBoWCn1cKn4mNlxsuPCYBL0dENOkRpF3piCy5QZuKkFADdRVX53qoWBp5EpeeR+hr+PuGbHjsP69NAqvaNPG7qDwq9CYqCGghUVz4pE3olUiB1DkoQmJ0nsKPBrXTGM1VCyXOsSMOfn703OW6UCSKLV4Dl4Zj41xJkhxkJYuDEHVzZVaKEi++UpOEzwrFUo2zrsb4NZ9nZ84bkvFffC5C48L4T7LwYWufxa5PA809etjm8ODUWhveumps0zYxG35xxVsuSbYuxUaJuzBe+cpXWq1Wk5N6RlVV9vKXv1yu6ktLS/bEJz7RPvnJT571usFgIL+yI0eO2PLysj3rWc+y66677k69d2kIljj36OCCVrPpZtsmS756R3K8Ts9ZX7CuK8BNIkYh+bx734kNDsZKEnEkzC1RqAwIXKJPnTlKwRe2IGxEnEJXA6g7UY9scSSMTUKh/04hw5RD8hTyp54T7qpa4cd2sojRWCcr2w2fkCARsX0RQeFGpPtpFAXyJ0E6O9Q3XfAKfoOv8tUCAEpnxR78BxEXQ9SLAEHwcxbCXFFMsR10LVybwgsQEin7r/vETfGknf9vDKY2ONCIkVdHApy7EnoeSqpToSIuRDY3WpNK6emx+4iE5oVLnHvbxcLRlddL7Cs0MxJxkWR5L9x9kxQZvA4EyUTY3ZlPj7iKLJ+Vj9Syn3BIKIQ4lyKoSvPDJ4EoMpzwS2EylzTXRNCosr1DTrCVtkYQdWeaKKuBFIUkvojEGnn2opdtSCE1igl9nqfNejeGcVu2YVTMxnNSBy3QN9nTR2HJNkUUFedk7rA7WneRO4wI5Z2iz8MdkCXyBRJypmW1FSxpi1z5forKAc7zu53je3/kIx+xN73pTfaIRzzirPtf9apX2atf/Wo5rfOcK664wp7ylKfIfT2D4uTd7363vfOd77QPfvCDtr29bc94xjNsMllwLfwyUYqNEuceW9vePlHLxIsLYtr2SZT26bpaJ84xmJufNbcbgpFzEoWAxc8qGog6vSiInBLhPn7Xl3nwBcRniASZoamPSCIERQeP079XUUCi2gkF0JGjEy525Uk3JxJ4vsY/bx7PRKtSkdPbHXMzM+2/tDq8EPHEU58l6pyKyNZHJtlEU9yszfU6JB5GS4dxVhU06HI4oRQyqHtwzCdMRGoF+QhjMI6HwsXdUCkmvFDgWwoSKoTQRBzYZvIItJ+hQto/0nS/FJCcvUn4mjjZlFYLrQmOL7kvqXCavIn0kcnWNKhJtkDUsgqFVaFPu46IpCgZARcGPoqOC/JpqLSKhBsmaVmYOCF1XlR2T7tmh0ZYF1o5vCY5LeLSLM01NlJHhWKAKR1enzotM3M9XH07XuSKR8TUycLki1Cynfn4tsze1uZePox6R2fRGnugSSHTP46CawmeSmWNLfgyNZusTGw64IRemmTAEvcsBdHt7W37p//0n9qv/dqv2cGDB89CNV772tfay172Mnv2s59tD3vYw+ytb32r7e7u2jve8Q49Z2Njw9785jfbL/7iL9qTn/xke9SjHmVvf/vb7eMf/7i9//3vv8P7UIqNEuceqys23mtJkIgvyIovS/xNTjp3I11aU8xLX8RyIQ2ORtimJ5LBTW6cwwX4mS/ibvbu/T6tQschqnXKk1WubjW1sJOFgRcXiGZleyZNzSggSHgiJYbsOCFYf+JjqRpBZZUenAERFdXqcSnyREIIHoOrAZchJ1BIavk7CIlEo46PXQArUBE9TyJkvjHpWsi91JN5GqZJTKtTV2JX2wA5cXxZqvm+p4ur3GBlY+9iXyqEAo0RN2VzIhLo3BdlonHX1NRI3xdxIWiXRPuJ1gmR470cK6OqmlAJTou4JohgHWpYd8Ohjb3DDVcbBaUg2cPT2QRZCQnNUI1Np9xEWFIXJNVlOQa1nkJNVn44kFbDryYFuFxgzc+Pj8jO0QpNIzVC6C3aJdkaocDU9/hCO4W2B2OtiXwl74LrWa3B+PxVmITUeRJI9bmvztt7FDMSpFsL8rQExtKdt6YifbLixyc2rKRMi1x5iduOzc3Ns260Om4vfuRHfsSe/vSnq1hYjM997nN200032VOf+tTZfZ1Ox57whCfYhz70If3/ox/9qI1Go7OeQ8uFwiSfc0eiFBslzj2qqdU2mza+oSeBotappuBhYOLR+iTIlyQ7kIT52Gp+cYsgGvyBpZsDvThjNjg4b2lkEusfmUuWL8LgJDvIoSSXVMVEHlvurZD+arRf3HQMrobGMEPESvyLUB/VSOtwrn2RVu7SvVjz5+8d8p0iAbrhVyQyCVA5EjLuNYQeJHkxWwAz47RARvJxgvZKCoPp/2pHOLLg6pyelJU4Yx9JsImMSNQqkQRNxzSEUuR7C2npeNHkq/uaLd84nvE4aLkM16L4CPInj1Fs0RKhWElJdPadAN3I8dEkc2p6JMS/4GdwnvXlFeZthNofgRBJTRW0IpANlx2PhA9KtTVvt2gyh+QfkvQgWFnAOM/DH4fg6RLlU+udmKowEqql19bO0tiQFkuMvvJ5bt93rrY6K+B2oxBuu59OSpbrWj1NG8mfl20/tWbCJ6Z92gvs0aq3SvK9mc5K7xUcYvU3czj1+TnHPibr3JqCbOynqO5CUa+rr77a1tfXZzf4GLcVtD7+/M///DYfp9Agjh5FInce/D8f42e73T4LEbnlc+5IlNHXEuce/YGkybGXl1ARhmtLU/2Ox4OPnzoZUxGFhi68vbnbajVE9Cv63jHmOoFESgQ8r/48X+IBey/C4EDcbDth+2xp5BSHSJckeJJytBhlRia1SicBkgBJfJpUYKUe3iajZl2S5DlFQdJLXYccUZUYVWg+zLQngmjqGhNelJA4BmhebLsGRj3WxUJMEEgDUZErqY/A8poWRUczpMxPjjV5AvTJql/cFZxZTw5t94qOpl5ouVCoZOvD/V4gTvp2SOagJjxAe0OFjkiUdWttTWzvsqZ+Rw7d/U98v+Fo8DPbIaBFjMMu+qbALZFHTCiwVpGANXYrn5ogf4JkBVHV3WCdr6HPKgikOQp8y9CILq0jNEGiyJLPCy2qTkwUhQ6IMTlDIVjzMeXkp0A+TlEurh3Qh94xLx78WPzaokjhObTv4O046hQTUFIEXbhOoxXYwrU43HCztUXLcDbOPIwWTXzzygAQXZrdQANVBCEmUrfpAeZyC7Kxn2JasRi6a3Q2rr32WltbWzsLkbhl8Jx/9s/+mb33ve+1bhfzn9sOSKOLwXfMLe+7ZdyR5yxGQTZKnHs0m1bbasrTYWYxfoo+A62Mmo1XfWWao4PZG5e2Bn8jYWjmNvOp1zD3oCD4cmYbM3iafngvRlk7tCUiQUdfXiOgQd5MmFyrZ8l3p225JwwhLWhAiFPhI6N82UMEzdVyIh0a/YxWRE5kaLUfHiKoioosCPINH0H77JLoPi7q9vAUDCpAaEu00iPGSZXZMpFkOO9VBa+iPxXaACpC8THX5/ACYrzU0DYoZBIlIMk65yEMzUJdUzoe8T6SJZffyNSWjo20n3A+2E/0L2atpWYWcFNr7kBWDcGxTs2WToxn0zxsexHtSYdYjdwOHKkZLTdsFNM5KavO+Gs62LoRnSt9SkYdifkNlEdr4WcSiFH4poic2p6LxeVn7qqsC9ceU0ESKPPHVJDUHMnQ5FNcFxSx6LFQBEPI1YjzIT6vuQ+KCoSYTMk+Ctcg8vn6RuWji4JYiqpLYVsfI9kgKVlsu9iXWecET/S+oqZcloBpqHjLV3SJ2w4KjcXbbRUbtECOHTtmj370o63ZbOr2gQ98wH7pl35JvyeicUuEgtfkYxBGh8OhnT59+nafc0eiXMklzj1qDvlm/xk1RNCNlI1uYKkd0yWy/I6rDW0Bn86Y98ZXro3xV2DsQDyIXIFmn57tLd/o5logIKw4PXHMCaHZrmF00VsATs4UIVE+Ibn/KYntCAHcgiQ5OuLhibMfSpQ+0ojsuhcQiGcl8iLeiQim4XQ6idV3WKcnIoD4ltuauwx4HqMKF9CF7bGrXII4wIvAMXatIb4EHAz2nft6xxnv9MSZRZRGR3e9reD/DyRH9uw+5ZIFQJIVVSwtQ0JtWP9IS8WN9vNIayYjLnVT0IPQ9EjkRxMmR5uzQkaIjjg63iaZmceJfJlokJM602fFTdfi+oiJGjd+Cw2Wjan4Jb4fMVlE4QOnJjROst0ye22eTyZkwnZ+5kmTY9NRJEg3JVRmeU/Gq6UWG9b1cv3l+hnGNS1TuAV+RsrnRwtFUvux//iq0IahnSJPFgqUrrdkHD2ZE3vxT6FAt1a4Ck9qVt+h6rg1ulPi0o3qfCdR7uQ09JOe9CQROT/2sY/Nbo95zGNEFuX3Bz7wgSom3ve+981eQ2FBQfK4xz1O/6dQabVaZz3nxhtvtE984hOz59yRKG2UEuceQ0YZzKqr+lZtt6wa1lRwEMnX8NFXTyZqmTTMuseAvf2LVz3xrit8prCX0IwFu/lWWIPrseBXtPbmYlfZtkBYcpZstigGvNipAq5P2J4krumLSaiQ0magt78TJm2zSQgvqCCZEkpcyw0nVUJ4hQtAYg10Q0qgQfBk6kJFDdvbckKltxP8+TNZbsihFEhCQMx2rmgL/UiBLUaJ1bcPIqhE00AnMMFrQvb0AkChqYbQ3YAYGvyQHLVlskVti10OHEKHe64MDjYikXtRpvdSGyoEsoKD4q2LGCOmpcL0THBXXJXTE2OSW/s9vxY4p42NVCJ1jgqE1HkB4s9hO8lvSYl7gvOXhZ94L3VXCOUzgwTKFFOSkbl2/D1DNXRv7r6b48bp4UJRqRbJWkjKD6LN0fNJE9pA4oGsevsE3hGIRI6wijwa01Q+JeSom1owZyh2/foer4SCKvcd8b+L7s0IemHuVhOnY9qZ2nDJrPf5pu3efyxPoXGv6Gzst6gusoLo6uqqiJyLgU7G4cOHZ/cz1vqKV7zCHvKQh+jG771ez5773Ofqcfggz3ve8+wlL3mJXnfo0CH7sR/7MXv4wx9+K8Lpl4pSbJQ492ixnDWrTnaswq1SjHoSFT993DXHB7N/ry/kpTnXAnEjvsSlZVAL6FnEvBxHCQtwOBt5F1ctiRdi6QlPcBQMmloJqXLJeB93O3J+X7nROQgkqBy9TC8MPEukGhoISrZjZtob4c1RtVNnY24SJmXMRiNInq79oD8sdCjadUHx4oww8tp1dECIUKAqGWl8psQaQl29YyMbrDetPo4R2iiSnAxZWUtiXBOz5YaKht2jrZlOBwgOk8huTEbC9VZXEkIpaCYrbHvOBZHdPC2XaIV46wkiKKzTHI/l/DU0FYJYWSJGpiLBOR3OGalZsx3tHtxUw7a+E3ySPLegJhQnGvlVcp+Lk/EeXsg4/2bc8mPg+PW5tpwgKvXWPiJf3lJJgbjlm4J3wv6HY65M9iRjPx+pFp8iitv8TMTjkfZGZRPGtrvhxRNuvVKv5VpbcOzNa1roRRQq3oKao3OaxDlR01isfIBU0OY4bE36MwjhUZDYMiNXhSBa4sLGS1/6Utvb27PnP//5apV8/dd/vTgeFCoZr3nNa9R2ec5znqPngpi85S1vscadkNMvxUaJcw/wPEZeVybWub5l47Wp1UY0v+caC5ChfAXsUyZYb2PV7QVB2MdHgpazayAeE/rXYd3d3Iyfu3PBJDgfwNnSyBBakd4n3otPrgWEwdnoKeZdGtUMXxHGZEl2PSdVukW5IwdpJgYczxgnK1t5l/R8JBPNC2lG1IBOopUC72CGPNRnrQVXBp1aAyJkTHc0NF4b54htn3GTNulzyJQNlc2mFzHpO5KqqeYJWdMvSw0f81xraORV/X54HD2ErdhmuO62w0gtSKMTCobNcHddasz4KJA+R/iKnHEVzvrAE/54xUmYvG8qn1KkUFzsXt4SrwJyKoVOclRSz0NFkuTcvVgS9wZhMoTSVjn3jsKwf0zSMJorBCPcXiEZE2xbbS14HUzupJz8aL6dbMXVJ7R4GvrMXD/Fr4lM+on26LNQwTQfwZZD7inaakHmS7PAEP2i0KHgFRqEUFi0ZeBi7NwnipTR3E2W65simmKFIoMbk1g4HyfPhOKCQh0pcxkY4p1yjMqpdLr3U1T3AG+UP/7jPz7r/5A8URDldnsBufT1r3+9buca5Uouce7R7VhrC89tviDDMnvIKtC/RBs4W3a9UIAgl1/CfAGnOBIFg2B2OjJB3OSx5GywCqWwULGy7gkd1EPP23HvCvXUpScRbRdB5yHSJGdWd/RMLxSfJvAkI8Sh7ateUAiZpMXIJiRHkr68QiRMFuJWQUwkXBE0oP+Y1kg+hPu8eGuC1Tvy4XJGlcz3/AtDHSKSsJxnXYODnxAyKRg0CZI8EBVEvkJPBIDXqRiZsLp3lGWGpAzhtzQcDVGLyR/TfrPir83JqjxPH+uJsdox/cNNJ5pqO06M9fPsvA7ef++yVohyucYIN5m8afLHC5hRyIVzPDn5w/lAMCz5JO6i6gRQEBNplETbRlM5GiuGMFoPR9y4FuLciFMjgmcIrtES4nMKoqj8aNDp2Eo59uQIeaspTd/46VNRbtwmPsgwCoK22dZ9/XqBg5EuwvpsQsNFvimh3cE1Q+GsUdzNuaGgkDG4N1vujyISLz8blcS9usf5DCsbr0S7q8S+ield4I1yqbq+lmKjxLlHf2AjBIrGkDVZIVc2Xp1KhhnyWwYrO+kTLc9XfIz/cT+urXwRU0hQYKSOhsZZiUxGgYCMVr3/DmJBYmAaxUmS/nRNEETxQtGB6JdWteHyKi0NyJkknBC8SjEpLwoCSQhkQ8qV8ALS9CsQE1CEJCSSxFhBkzxBFDRSCqoR4mBJQpX7aYySOmnS99k9RcK8LYoambmFH0gqm8pTRHognmBVmLRj1JXiY9lX8kIXwvhL/JKtyZykSXKOcwqiAXKRSqOSWMd/ZBUdCJ+4IdmB4CBtrv0L7oQTb724OJugixAahFY3RiNAQvL1/M554TMEueH88Hk4UZMiJbU0UuzLx3wphmgxgaAkt0NeKSK3Oook6fZAozSSjMOuRpn9enAOy1zvBeJvkkblhXLQR2f5PwWNW8X76LYXSeleG8TmMHbLoChWW0VeNUEO3fD7MHFT0Q0fJCTTUzlURUefAtCFvUYrlbVO0w/jhN5xOegS9/yoLjJB9J4UpdgocV6hL8gmCR+xI+drZM88XVz1BQsZccesf/lUX7wyoqJvrS/0tIkPgywMq2LFiJAS6IdcNCVl7YlO0wzIEQQxE4RDF7RcVt3AiySFoFeOw5K42A/B/SL+hQlWEFIZp3WuQNips6LejqRLe6RXF3zOil2S4KyIGfdMoucqkyasYB3SJxmnu+ps9T4bu+RYPJGkIJe3X3xbLiuO3DutDm+ZdE5PJMaVyba1OZqpflIkyFV2hmi4R4vaJjx/b2KdMyMdu8ZDh2dP5VAEgFQIcRAvw9tNoDw54us6HXaWgBkoBAmboiPbHBBQlbzXQxWV1lFM07A9H+2lYERYzFEWb7v4e0rAK6ZWcsQ1p3x4PymDgs4Et0bTNyHkRfhUUbRxKif8ehEXcuShYqvzpkLEWzogaiLr1rzdNmtfSWXV0TIKYsnuT0JD44yfQj7TRC8grFJopB091zNOx6kqSrslx3IpytOAkBYKUv7az4MTN2e7VDNLiRK3iMLZKHHu0eRL3XsGwL4QROX1YPO+uAS9csywada7ziF5Vn8iz4VmgcSTTkNedNQjeUcUDdOaJ+PWgpgSxQc+GLltJ5765IgTEPFDYWy0rsSR8uMiCI4jwZOMIBzuepIiEWvFrzZPoB5RNEmEK4TCMCobHGrO0AsKDxQzQVXcrtx1IUj64hxomsTbAUIFAkUYL/ufn6ZTRBxlWgPHz3BjhSwJSgBSg0bFCjwM543UMcBrxuQKz8V7hSRNYUXbKNxcPbHjF9OwKhARoRwxliskZhhIxW7oZ1BwZHtCnJOY4Il2TYpoUWwlTwStjPYGvY0Qv5pUM7ny9uZYEhLTIKlSyPF6eCZCvHq+r+onheU7r0+Z+PRASQEwJ2HOOSQkZJF8QXkwa4vjkaYGaIfNLepnqFJwN3SdpqEfE0EhrMV+UNSgQrpzhevGqB2z6Y9xnVJQ5OhrtkbyWqb4psjg+ud6dvfhudKo2ijbfh1PMWOT2BPkmrjWBu4gXEZf91dUQibOl7Nhl2QUZKPEucdgKIdX0AyKjuaurxr3rphIrIjRvf5ljnqkaJKmCmDtUzCE+B0JXfyK5TAli/FCQoXHIES49CXvCW/lerxCfFU4M/GKAof7VRjUg/yX/iKhMeHkQn9eroZJoLn6lWInBUHfV/SEDMMoVHAWvaylbakF0KdVw9SDC2qxWhcZFeKhuAt+HCQ9OBFCOkREDN+PmYeKi23BuaDQULtFpEM4ECBGtKc8sastIeImyYqddrlztWsYD4VTESv/VBKVhTyFTExg5EhsqoPmhEiOBQvBiP1UwRKCXjp/6XxLAUFbIuXV47l5PpOX0j/g3I/kU8yIqvUwi4MMGsJhKjQWEAWZuAW/xEeM/dwIWYELwmNRDPK4n1Dfxyw4JJoFUZSWFByUdl5ncf6ztQLqBdIi/kicU11D3gLUpA0kU8a3T4QgXJJ8J3MjNrVagp8EZ8m5O87z4DnZttGobqjrggoKcaLVN/BJlfEBSExlPbiforoL5covtSjFRolzjxajlnyzA+k7PE90j5EA+UKuWfeYE+3UFslc0ETbwMly3VNz5cecFBgtuLb2jtGzD1JhFB4E7ZE0cdMI5ClX8JTwUuhR+JvNdThoq+SoojgKJCT8R8KbBDIgaIiSNFLlJLYBcuDjmdCXPExiVS+yJURJDNL6FACVDQ42VcCkGBcFi7RFTjtvYjZqGRMbhMiUo/BTiVFH92wB/o/36Dnx01fe80StJNxKPkIt2gyuwsmqX6v08LVGI0QeJOzr7kTP46fGSeFeyADNOSD5PnKL3fIPFk4Ir1HLB0Gt7eSCkMD9vdS+GTk5c3aZwC0RgdQfmyuYOtlU50Pk4HDQlUaJo0HaZ2lmBCG3Sp+XUH5le+MsbmIsOoXSArGicMHePj1WkkuC7LwXLE4MTaKx++aEgmugVSJ20vJrpKT9ghJuXtMHA8HgeXwmUWjIIZZWSXvOW9Lr4I0cnYqzge6GiMo9L9JFstaFWkS9SuyPKMVGiXOP4dAT84ARUrPBIZ8SkC7Gjn95pv8EX9a1gJH5kk4DK750BYuH14k7Xs5FvUgGFCTy3EBEK6YO3E0WFUlXk4RQKY6CWhDedydI/EqGLXQ3pu7OStHB6C3w/6r39jUyGsmc5Of26/6Fv3V1a6aamdMtmmAgEcFfCDGr/gGQC99XL3BIVGGt3lpI3CmetRDS39D+OunSnUx9IgR0wwug8JYRxO9ISK7yeT7tCvZl6fjIX8+4Kdui9SEEhBX+ZIZ+dE+N9R48xk9GYVVAIS/ej+IoTOYgc6YhG0VVcjaEVKBaGm0XtY8ofBYW5LyXBM2ErIQ8+Ygk68fpip+TGXHU22RoTQTiES0fJwm7nwvFBZ997l8WlXp/jQvHeQ3RMEaduSEr78VaIBVB8nUF07mvDpHFrFpqYb62d5lfM5Ij780N29B3WTrh6ET/YLSCggvktvJ+bfN3kGZtvL53rbfa4DCBbuh8dXwEtnmmadWXcPIscelFdRfdLsUoGF2J84rJ8sSm63AqWmqnoIYo2WUidBL4UpVyZIge8f9RiCYlokH/2glz4boZCzp5fhzwEVlaKGntLSY/bZDtcPRspv/I9KyEoRX4jsPf6COwfZ4jwirql+Fi6sqa8aYUBSLxObqhcUkJYrlPB4WIkIWwO6ftIbVKtVWmoQ8R5mWxgp9Z1CsZugJoM1b4qXuhZiyKpf2xja2hBK5EGsJW2k8KARFK4WE4opIFwrQZhMxlJxl2KCZEunTFz9bmWK2ObI1MG2Tc0LOgIItRWsmSL4ffyhrIA+JflTVoQwXPQ9LosepO2XP9HmiNSKUH5oI/Kfg1afl7S+r8itbsnCfvhMkmJ6D6udeX1K63eRxB8dZJM+XDB46a+DhreNdIfnw+wgqvBMTHCbQ+uULRsXM556kS4ObtEW+r7VwBCuOTR7wfxYVzfmpC2nAZph3CJFQjdDYolvfi+ppJ2C9MqySqdZYHy0mz/mUcR2VLx2o2aMy5T+MVrtHKagjnldg3Ud0DdDburijIRolzD8h2g7o1TrRsfHBs7TMOOafnSMpru1aCk0LTDVN6F0Gwy6IDwmfyO7J8B95Om29+prV72sMvrkClarni5ESZeIE85GpYhlvBMxBBk9W+FwluXObwPdyE1GnQdETkyzQwy7ZE98TIRbiQ4I7x17R3Z3pE7p0UKyuu7qkk3a35qn7BTIxQK0eeLKBEU9u7rK3tamQ3BL6yLZQeK2mu5i0Nn75gIqU28pW72h0tJ17yXPgWFB56L9CIbYeO2htjFTWgIrwOzgnJm/YE70txxWt5PnwSzOD03iG6xfvxXOmBMNGx59uCr5Kure4vguiXC6Bp0qZXt97NmL9FUpbdfZrHOS8H9AfSqY8me7tFxx6cG42zUrhFMbd0fDzT/5A3i8au0U2JceSQOmcfdi8LifZ0aBWq4YgW/igSLov7CV7L9ck5osjgs2Jfdb0H74PRbEfcfOIkCdI5Opt+Km7+lxocTPIkCgii4dob/llzkHdcobFEiXtylGKjxHlcPeF9sTS15ummDQ/DBcjJi/iCRc0xrODlK7HYLgmuhtj6mFGteRGh3nt8xwI/a5w1BJYoICDdiWfQd8XInCjgMWKw6hoVIkPCQ+iR/OcjqCTOHIsE3cgxXfXo1xpKhiIchjqlDjUIi/MR2tB6EM8hjNCCaOkjkjVHEUKEyy3Yx06OjOSZKMBMaTSUP2kv6HkUBjEB4mO+XjxQMLiIlCMT0qcAJYlpC/4Pz4TQNMeOIxq0MTqnR/78KJBcUMr1OsRXWG7MWjqEzkMH7Yy6VE5rUVSlVoemZRAsi7FZoSQd1E+9sFgMma6BJFAwSUvDi4KZe2wYxc2QIVxgDzm5VDyQVCdVIRvnWZMfdR3vxjVtR5d0PHk+Y2R2zSeSNMa8IMYGwjFTOpXDcBRxoYCq4lYS795Ck3JsEFlVQIbFfJuxabWMvChmysR9bBZGXhmNDXQP8S+iGYWFy8rHVItaPMjjU4UVi/l9FdW9t49Sio0S53cBgWz0SZA1KYhmASGyqMZK526gfBFLbwAIPBQ+gashkIpExwp4mxXtXEHUbbjnrq8EehgiEwaiQSSM7yte192YucVSEMDLkGunow3iUTCCqQkTm2s1xIpWm4ovf/ERSHCIb7FqjveiCGDlTxLWVEVMZcANUMEiLQ1aGV4ckMi9yPLn5cQNBnCEkIIowvz9IVpGIRGvIZFrlDRaRVLGDH4F7RahG3Aj4rg1Wrrk7QKOe3Co5UZpUeyoEApUgaAtIc2OMFfLL7YZByUmaECAkseSI6USG4tCIbeXwTEgQ+6iXd6uAFmSeRscFIoTiLIxnpvnIydTQHx4H84thY9LynuBwOe6c0VT51HFZReExgs/VzcNJKtXc6lzCtQoKLCtp6DIwlSPxZh2Jn7OAe2TxfFoFYjzyesY551bx6O5wfmXn0qgd1zjGpmNojtl/JOHo+NlXHedos6EGlo7/xBK7Iuo7oJJlNJGKXGvCxIg/IyY9nDDsoCHGevrx8pzOdj8wznCwSovkQbup38tjQsVAPNplEQotOqmRSImf7isyp7eE+7c3MsTu5IN24lxQvE0QAfQgJAOg0+VQBZNDQaeB7yu0VXg8ChmXBfDRy+lGioJ9Ua0WYKkGJ4oktoODgOTHpAjaQWk4mVyTaSlkBC82iUkYlfTJChqVBS15qJcQjmGjkoQ2NHz2HA19DpiRDULAi/yfKwW5IIiRahTckX4vHiMlkNwKtjfJjLi4k249HiOz8o3RRbz3rrRyKz4Mk4KnZEh+07+zKJJvB0KrUCFFiPFwvI9JIjWR0sj0JeY/KEg4nynZ4o8cKKwQByNgkHKsFGw9Q/5Z0PBKOnxKGpk+CZn3yjU0mU2zodQlUBb5DKbZNIooGdW9RQjXHMLxwKKIXLxenisTH1CJZE9XceDdLj112haJTQ4EPjSvp10Mi9aKmUaZX9FVRRES5Q4t7+c4ZGJVW0mH5yTId0ByWzPZcY10hcruTRgI5RssQs/mEJascpbQCxmCIfaAXNtgpl+BXLiWukGUjHz7wiCYEwRcB/P7Wz6T/E3Ztbg3jYRjA+yElLdTExkAaTVNcgGXAr1512CWwk9Vsnp4aH9btQk/KUCZL0h3oNaAbwuvEMWCalqc0TBIoSCdg9GavANIEGSaEUgBFlxngIFBM+XYudwquJDUyMYq/X9Po5LbSN5hMRqH80NRlQpJNDPQKY8Ei0IgmTEsaEPxc7Zt6QKpPl+CwEBaTo1UiHD5yDEhvZOtGCIHCPVyKqKkhQb8+f0bhoF8uTaJHnOpHsCsTYKHvglaaJH+8P5HV6YMUkjWfVQe6WYSFM4pMd3jjLVE9yOkxONTmdhmi0ljcHCtwikYzZtFAJvNQimUUSo4MHDZjMQjxjLFroBitGOAiWucQwIU28DtIMCJGXM4WrkNZ7aHRQak+Uy9lpi/0Rpo5Q4r+gcp/nuy8nxamXDA5VVfHlqheicCyBlJf5Y+eUYYa7qQDUoPHyFF1/oObo4CH+MA44KiDQofw3ndighVG6w1Ts2RxByGkW6GOGvIXEmIHZIh+Ha6cZfDo3PUJIgIIJeeHHj5mwak4xEqRFbkTjn3AdxSDS+yXNJ/m6klpobiQhkcZKRPiju4UKfweW/4Wwo6ec0CUmXYoCx1xhL1fM0htuw3aNtW7q5r2OSG2w7CKEx1uo+Kr49ITKokjK5wnHTTmKVH6v6SbcRSdwTvI+H5kioF2Q6T+z/wZbeS5/dgvrozNBOTq/essrzJ3SFz21zYsN190gR3yU8YkTspGXVRAzN79PzIJqigzGCbxGCZ8GhcSVQb5uI26HWnQu/LR/z1/mETUisy5MlDPkagZrFdIkXNYlm0ery51KMcg1xvelaDr4HyF0qiNIazOtdSBaFdEiZc50z7k0bBV4HhQWIRv49EIzBqtg8FRNKJfZNVEXUq0SJc4jJxIYHYnVPst2uWedUzadSJvFlGyJWqa8hqfIoAjSBgU9FaHNok6AT/blYkqYiVsPPIuB/KUSKzAhhDzEsT/Qk/7k1ebhphnAXxYcMyeQA694lan1KpdMT4GC9MUcX1L4J7kNwNBhxzUmWNC5Lw7DctxTCylFZHRNtClpOjHCGNgZJk8ROKAmPF/xAsjUT/AYXtfKJFRcAcw6DJmfwG+k1VHQgoz7uNWPs0/eH6RImRryN4OOxs/aPODKTs1AK9hUPFrVDaDdRtGgfQhWVxNwMMbCmF0MUF+x3eytIqVG0tUKki+PubMyJjqAXEuQKHxlN/kiALAsSRw5kNa/xVneCZbu7R1vhcRKftRA0l3JP593UMKFgVcsrpo74nIVezAjFtJdc7I2goPCxWefuCMVR0VOzXSEh88802yv5XuyH9mtlbjIonQ0kzgOpk7IoEyttl+YHARHiJ+XW5DU5Z0nPo2hvFXWCfRVV7a65XYJRkI0S5x4TyISs/kgQkRxbrHRTBtohbb5IQS8oCvqH/Kc8I3DJDAJorgbdfp4Vb1ygIY6k7WmFH2jGJAl8zt/gPvEpwu6dVa/GUWOV7DwNH59Md1c4IEl6zGKExA7yIcOyqG1ygsEtyj2xKuHrNW7yxbhrohy8j0zHNEobMuBhnU64/sL8Tw+CrEZkA6XI7RNqr0yZXpjM2heC/Jcbs+d2jw98DBdb+COtcMENXsjQhbpECKWgOhijt4hsBVdFol5hS5/Or3AkQEGy4KI4yv3meYN1F/niJ0iJOCZMsoREu6ZYcmxU0yyNWXHE9lPW3G3inWgr5Cek2qUiKrJrtKxAIdpOLE3H2USIJP4VLZGUSJ+rtEYhujQ36uMzSbdXjaKGu6+mfDQq7WO3TDWlmijXpE+WBDmZ9lrXR7N1jO0FO/rQ10jOkHu0zBG9JC2LhBo6MxQpQjamnEsIzm43X1xfS+yXKMVGiXOPdktkNsS8BCPDv7iMpAi6QQERY4frqIsCUYeCIl/Sy/PxvxQ7kr28HDej9x6W8YmcuP18ECtZlTOWGCtwChhZkXccBQClIFno/z0fKXVJ6pD4bsbEAm2XsJmnQHAzMFclpQ0iR1lWzazuQw/DhaR8m/JhgYuBtHigKVpta5rBt00hoAIi1ERTMyITozgXtD5CyZOETNsF9CKVRzUGK/v3piMSW44sEBi6JRKSiTljvNqy9ubIF0OgDyT1IFHqvlrNuieGSnoipNIOwYdFEy+QW/21Mw6FUAvfNr8LGZkGaqRRUCc3anw2pNeVWKVj4sJdoDh+vh21yfOavBeOM4W8bEFHRJ4scDek0zEvtsTTSf5MyOILnYpilX1z9dVoczUXXInHlTgcUmGNQkI8oOW6eCFCYCTCxTWZmiDxmTPCGpwNWdYf9ImnGf8lwBx32Q0+0zTQlgOhlDuak6VVzNCG2QnjN8ZiSxtlX0VVCKIlSpxD4PC5EjoEhzwJLX8OMmQ8rATmBQZyzinylaJe8pHQl6vrLnjyC/5GtFW0QgXpVztj3hYZxGgrySM9NVgh8zuEQI2l4nOi8UKHw6UE2qjJghyIPrkIKbjlEzSebAhNcYTORY4nKhmma6vIor6qT0dZJcq9Suqd3VMj8QPgJSRSIsSC4oGEFKW+tCqiHTPTAAmuQ/qlpANqa2scHjBnG71hN0/BQ5EgDoP4Bd5CmXQa1j7DyV8YZYXwSp1Ai6bnCqHsp1o5Um0la3IOnGsiLkyof85Ewfj8lxtCNERajVYQBNPhgaZNogOQFu7aXwqNmD6RRws8FAoxErJcbl3hU8gI57LPMWFZ77b3WdAtFj1eEPg5TeIpbRAdmxCshreEQtRsUXBOn+nEC1XJpPfcLZhrun84uTSOWoCC7B12voYLyzlxVNfedpBCEXw77QWKHF1Da0a3jqMhIFmS8A/djfRQwcTNFXcdTZqsUJGGbn+J/RFV0dkoUeLOR71uUwS9tmvWuxFiYXo8hKLirrdMuE/JJAyoEj7OMUDIn7Kaz9W2piDmDp6ydd/EUdXbH0m0IySDHit8weEgDjFa6hMEbL9uu5eTTByCZyXLypUb26OAoTChSMjig2Df4DzI7AsOwparaKZbKtC/CJoidjrRNBEL1DshThLifEQrYsbFAFnBkl0chokTJAMd4XdNrgx8BDQLHo1kYhWv1pMjJnKbRfzqSDuOOVpFmupwR1iRJpeaKj5oaQj92PFChOJlpgYKStCfzoiY/jpURP0cSIMjRmRzu6AyEFf3DjmnguIqkZ/kbMwKt6W6q5CGyVq2emYFBCPLGxOhLznGrDbZsk+OgFBIyZW2VDjBqhAZeiGiAijQCvEwYsx35hBLuyzIpEnspIhjm4xGp9ot14tacjJUm7eDdLzhSOz6HzFpE8FjIB0Uwmp9bS6o3GpEeC705QJi85uuGzxT2OaeF9Ldm/gjKpyNEvsjShulxLnHZGL13boKh/5h/7KlMFAPejUIoNET9y/+sPaOVeCoN0ctuF+ISJD3kHvOkAHWIUcziN7NIBfxYPClRKyszzU1CBdTcigcdKN/yKdLWD279XzoOMRq3aHwUJqEgDnCeIuRSS9SRquN2fikevn9qe0d8WTgbqqeeKRnAeKy69MoJLPUc0idDBVB657FKCBcWZPfw3o+0Au9JomxqWCqkUrXxMiCQC0KjbHSxhq7P0oUb7ReiOEB/Gt8zHXabuh9Ryuh0MkESRRaKipiioUCiOdwfmn/aNw3pkZcGdXRBvxHcppmRpwMkqq3RYIPcxopc+eCiDcS/BSKo4x8bOa5QjtGhaR/NknodD0Nxou9AHSNDke+hGaJlxHE2uBOqIAJvZWUts/PTyRcjN+YZskWy4lJTMSE3olUYx0xoSAWITg+m0ZowOT4draBhFrQKpEcffyNSNk2Xhq8JmK06noguL72L2MOtxQb+ymqMo1yYeNXfuVX7JprrrFut2uPfvSj7U//9E+/5PMHg4G97GUvs/vf//7W6XTsQQ96kP36r//6Bd7LEnc6hiOHezvOoh+tONQshVBaEjhbrgSHITxF1FIJLQI5u1ahushqfFTZcig1JrqQrQagaZRDW3tOHtQqdeATKenWKYtwTS74hIP66TEu60WOr2qTWJqB/oTGPUmGZ7ywoNVCwcFkBkkflVCOiRV//2BDMD1JLtGQ1N1Qwgp5b8iYPEZLxYWpvN1AomE7GRQAbhAWXIWwTtfECAkOXYxo0cx6+PAbQD40leOrepcJb6r1oXYGAmNycJ1aa2MoI7ZUBwW9cPXRQE8kfe7FTnJBVIQFh4Pg+PR76IAk+iGdEl4So7iJriQJ1gXLFqZbeK8UTAsdkcHB5gzFmRnHhagYkQUA7yN11igi1J4JCXXnwzgqwHWRzricHxFLcyRWSNnUlm+ehIy9t9kkky8EpZL9fKIctOWkLCpiJ+fPSae6PkPVVq1BFbXeFlFRu0SbyR/XmCuk6HXfzgQCaUiec9u70v17WpsuKAfxWtL/exA9SuyrqO59UuXEBS+bf/u3f9te9KIXqeB4/OMfb7/6q79qT3va0+xTn/qU3e9+97vN1zznOc+xm2++2d785jfbgx/8YDt27JiNi0fAPS/aWK+742qSQd1PZO6N4gJF8f+QDwe1yC9f8RYZi6XH3atJzlnPj5FC6TlE3xxORgZJiWTSyCQcULcEmeBgMOrImKvGXtmmIwoT8+kVt1v3toX0JGKqhARHkqYAytX2gJ5/wycSSJTub+IJlxZD/q73B7LvQC4cSffCp1K8GJBVumB9304nSLDS5dgFAWm4ERruq6GjoePedVIrP2X8JrQBrQhPziI3hhgXrwfVYFWNX4jzI6Y2uKzjLRAQik4IfA2meq6KhigwND0DgZbCRwiH81Lcdt7FxTgmzpOIr1kUkoRla++fSWpozDgpg4l1Tg6FqKjYyGNeafqxyCzPERa1KCYTvQ4UJN+f42VaRZ9jtKZczMv3h+1Ibp4IN1s5A8PBiCkQzlfv+ETaHTLrgzQcjsO0u+QazDndzZaWSQCMQtWVPyG0xrXL4aUS6MCsH2RmTbjI/8Zs6WZvHfqIrqN3qSOT8vv6UzoVx9UJifytMAEsrq8l9klc8GLj1a9+tT3vec+zH/iBH9D/X/va19of/dEf2Rvf+EZ75Stfeavn/+Ef/qF94AMfsM9+9rN26NAh3feABzzgQu9miXOIilVXED5lMBXKnkDGTKDQSoH0RmGh/rWIhiH21Z87X4osisw5BFDcXGNSQe8RbRISvVabVZivxRSKxlxPeULCGjwlrhPFcPlpEkPNpjEloEmXGHfUSGXLiYMk4J0rWjMuRf8ISpqu9ulKndMZLyN1GBj9JCnP5Lq16nXUg+1wHHAQiPrY5cvV8olJDd3PSKgInZNZoZCy30rutAdoQ9CqQZJb6qLeR6o36hqZ1Wo7igftL1yLM2NrDCauCEoyx2wNlKFyhVGSudCB/lifB7wOIRxtR030fMmGVzZqNDWZMlxrWa2KhA5CIn+T6izkJTVHZnIAcSyDQ239VLEzciKpRLrStZZjkCy9nwO/Bvx4OF8pDOa8Db8OaI2JP8KY8SgN3vw8pWYKn/PiGDOS9LrmZMoXrR5Qhe1ENJyboeswCuQct3ZeSerFzw0Dudabp/0n17Ek+XdiuztRQPQrEUzlH8QppGMy9kkt/j6kwmsh8y9hrxhdKLFvoroXW8xf0GJjOBzaRz/6UfuJn/iJs+5/6lOfah/60Idu8zX/6T/9J3vMYx5jr3rVq+xtb3ubLS8v27Oe9Sz7uZ/7OVtawn/81i0Xbhmbmy7Q0OryJbQ/KSmtpeZZP++uaB5Zs06NL3kfR63Cr4Iv0pWd0BromC1tunhRGypDOLymfkabL+TwhjAURZfQ5Kistu5/UEtVzWpW2eRgwzoai6xbDxMvEfuQH5/aBDnwUWUHj/skSa7SRbQkJ0ci5PldipYD2IhP/Y+23bAOMuSdmk17TVuCO9FrWGdQWTVmW85NGLKKX63b+oYXHO2a8xUw5hwcaVoHMzVWryTWmk90TOCGsCPwQJhewZ0UQmm3YQ1Wzbmf3Qb53RqTieeWIC0unRzZgDYDPIjVprVANA40termvZqDiU1JmitNoQVduBC871LdlngOo7ytujVpZ623rAlfBLSA4krHOLUaRMi1totr0S7ivUj8nYZ1EO7qhvLpAT7YrvYZtIFCg9e0Sda0pvBVCc4M50VITNP//lpBmLVu3boUGzIpcR+X4eGWdZWIvfipI6sOf4YkTdtCGhpmXXgNQfitUSBNatZADKxKj5maTcLhdYmR6CYFpD+3s2W2fbRhvTOuIdKU4FxwK6RSW1k1rVkD0ukOo841q3OLoqCKdkdOJI1jrLaF9HsQaXr9mg2WudadxMw1LaqSih8vOMZHatZY8b8HcXbWKBZp6bhk/+oxs72jlTXgA8FBAWnjXC4tQCD34u+bCxadqRmt3IsR1V3QCrlE688LevWcOHHCJpOJHT169Kz7+f9NN910m68B0fjgBz8ofse73/1ubeP5z3++nTp16jZ5G6AjP/MzP3Or+7/rDf/Aer1gYO3T+P43f5vt93jh06+x/R4/9J0Psv0cz//2B9p+j5c86S5AXx9yG/e9+p5z7vbr983u7q79wXN/+yK9W23O9D6vbVx6cVFK1doCZExUQK23uC9jOp3qsd/6rd+y9fX1WSvm27/92+0Nb3jDrdCNn/zJn7Qf/dEfPQvZuPrqq+1tP/J7Zlg078NghcEf/q8/71022pvLQF/saB45ZH/94gc5XyNY92m0Rh9caEdjbkblplnex9bKL5QWXX48lEJjBVlfq9lLH/sA+zcf+LyNQkeB7buZmvuDyLL+lJMTk83PNIBzREKrgJYA0w6IKgHdh6y1i0stcEzSgTYM21L9MdUl04JeEzVhOT8MTxP4HmonBa9B3IGNsU9qBOExp03UQglvlWanpkT8xn//WRuHnwgExBm/YxzkT0ijo0qTMfKFgRMR46/JsXAZ9sZM60L7gJGbWiFO2ky0ZPeylvaZbSIexvOSH0HbpWrAZ3BDOH3O2yORTqX3ES6tqT+RYlmgLzKci30FXelOzH7wex9sv/Ybf2OjEXoaoELe0pFqacvPnZCQGKdVG2bxs+i5a67rb/g0CCiUj7/6ZyEBL1pte6h+4iFj0vhoDt1WXtchl2AYqHFfTpukYZ94GKBEITsuMivvh68OSBZckFrNry8URXeQTq/bct/sxU+5RtfpMNRWZy6yoR0jZGjVrHvC+Rt+Hfu1h2y5X0uuv0ELRtckyN/I7Op33WTjz3/R7s64p3zfXFBko8SlXWwcOXLEGo3GrVAMCJ+3RDsyrrzySrvPfe4zKzSIhz70oSpQrrvuOnvIQ84u/5lW4XbLGPWZx9zfgjj84Y/2IsveDVHVWjZCK6PuvXK+YyHAqZcOhB328XzpwttYOmY24nkUAfIOMasFgXTMl3yIePFF3kQ9keKBfv321IZMiyybrdwwtj6jnpAXRzUjR/PewP+0N6ZBIiWxpB4C3Ik+SYupBwS7KCIaZl1IjiR+nhv+HHX6GMDwOdJI8mCbQRYdkYDGTtgE5mb7u8HDkEss3I2tse1xMiBa0gJCiXNrrDFLDM6M54m46Vlp3J9a32L0FRVWFTcTa22NzAZN211pWIt2x7GR4ToOt0Tjl72GLZ3o2859llyFdMt1NBg5HY+mNiWBj5ikoNcztYk1bA911BuGVo0m1l9tWbU7sX5VWfP4wPqMyDKGi65I30dZWztj20WhNIpFaXOcGInfkc6nFDh9iqPdibd9rLI63BDaOPEZDji/UYTtwUOhzQK5k/2MRYEKJBm/edExXGqYsU1xdcwqyLW0imSGFqO3MYLMud1h/HdrakhfTLF6R0a9brZEMRU8Eci7E9m5VzamGIBfwjnZqmzQm1vS096gKKJ91jg1se21uoqZ6VblRFCKmhNT274s9p3CJsZ4dy/3Age+UmrC0IrZ4WtqEK0mCkspk8aY7LbZcCmKHryBMDRsVnbFzsDGd+Pf+D3p++aCxcVsS1T33jbKBV36t9ttjbq+733vO+t+/v+4xz3uNl/DxMoNN9xg29vbs/s+85nPWL1et/ve974XcndL3NnY658lTMQqTX4Rq27CJtM1QA+0L077FysusKAZIn0i/xxiX9yfehsaH4029aKsN8JejCLqsZgmGS77Y0wXIC8uyW7kq6PokGlasybiH6tY19dwKfL+gYb316V5EIkRJdAkelLQUASpOPGJiLR5F4oggh9TFzh+kaR8hQ45lMKFYBUsMzTy/or7iQhtCGEtwicmxiJLMt2iMdZ23fYu9wkStCkoPEAVkmfACGn3JEYcrJiHvkrnPZk2gRx62gsPzh0OsCR6+cOgJ7HSsOHB9txQDC8UNDXCEI7XSRkVddCVphuthb8LhQivZcJFI7Lx5enIE0VijKWGzTyhc5v8h1D/zFFdts/+pnGcPnNppjinw8XTxtq+UA2EwQ41XWZeBdtcHlwjo0EuTrlyrpGdo40FQzx/D567d8gRCz5/fkcrRKPYjLUGMVnnK6znJduOKSDXurg7TOz49iS61giF0RDzErJRD87GghNsSqW3t3yKBYTONVjCmFCy87xnzWwQxkAl9kdURUH0ggUtjn/37/6d+BZ/+Zd/aS9+8Yvti1/8ov3wD//wrA3y3d/93bPnP/e5z7XDhw/b933f92k89k/+5E/sx3/8x+37v//7b5MgWuJujGiFsQrjy5QiQm6XoUmQcs2QPplOoUjgy1bKonxJR+IUwhHtExdV8i95PaaRxEUbd08aJH5GEjtb6V/hYk8kGhJVTiC44yzjjuOZP0m2SCT2pfbI3ItFsH4YcimZAZlvuwgVSUdiX9w0UcK+uVupK4lmEeVS2TwPpCNltGeOrSATaHEsO7CocVWUQUNNM8dSMyFzv6ZAQruCVoQXNU3bO9p1i/dozXB8srTHIC3M1lQEYFUvjRFveeS0ScqTuwmeP47SqP/0404pcoopJf09b7tQoAgBYrtsj2PlXKSGSNQP2VrKgoJt+HTPRK+bTYpAHmVCJjQ/9HlxDsW0jAmdMMCjEPK2WOhvhDJram7INye0LtBboYhM5dL8rCEJM5nC9UfRgfqppNMR48oikOsLUa4d1zSh4OUn4m+aZIlDxX9HKrfhc7J8M4WRT65wreMLJOn8nbnzsdqNuyFT3vG/I99WjI2js1FGX0vsk7jgnI3v+I7vsJMnT9rP/uzP2o033mgPe9jD7D3veY8Euwjuo/jIWFlZEfLxghe8QFMpFB7obvz8z//8hd7VEnc26GEfmlj3uK/ytWILaebOmbmb5dIJs9bN8ANYJc4VRvGGSCVQ9DVg7KeB1cyxFaGuDUcYQC8kLIXC6Jb34+mnI7oE4sFqExhdUtm7/j4kIxJP+mpIhjp0OCTQxGDErotqEbzv7mU+zikp6kjg6t+H4Vf/cFMurCRZjXQeYFSTpAEi4Ym3TcuEtgztC6Y2NsfWP9QS6pJCWSRwgvdWQmVqBiSCGYcYH5XgV2ynBj+DCRmNG3vxsnRT30Zr6J24FwrTOrymlVb1QmYWlDTRn1jYNsfH/lD5pXx4ZXP5cB+7nWoMWMdHkdRxtKXeChdaJklWUSfFk8ULMAqJ6XrItQfXwhVSHWUArXCeCIXXnNsg7knokmg0djC1fozuUkRtX9W05Rtdi0SeJdtcB64IO1cZjYmaUPzkeb1jrmPitvFTG17ZFIIhETeZ6VGA+sQQ+5C+NCpeJRoHd4Zrg8LVj4XppnbIlYNK7B2gVePFMwgH16lURqOoUMskJPZrbUcBKcJV2MJfOYPuR7ofu/iYDQuysa+iugss4svo6+0H0yTcbive8pa33Oq+r/qqr7pV66XEPTCqyrrHGt6XBqlIiBq+xnSOWPAli/8JrRQlnPacQKrNsLLcCNM1evVIPvfnK8ZqCMzvSR+Cp7gYIRQmsiEjsCHQRVEAgZRChILBCYIuMd0KpVAbz8W3WIUnEVGE0UbNlSVDwlz7n3bwNeD58CZpser15C5fk5Dw9iTpKAVJj4QJUjFcb83aIxQoasmElojaEHAXos0jMmSzZkvHhq6wicQ4o7b4f2w6CiLBqaFZ/2jXEROKEQocCLA8tjO2qbmSaXPHi4L2wEdWx/BGQoSLQoERWbVJQsqc52Ds5h4iLSeRohlCIt+dWKMeQl8idsK/qVlza2S7V3b8efApanWN2up64DzG/hEURaAxUvcE8QgEKrVFKEC030H+nEm+j2q2dMof4z40Tjh2ik0VKju+veTbSNhNJFn/3HR+hy4xr/OMHoechb24HHHewugP7RYKj/4hCsq5B0r3FITcQO9AtuK9uK+94wVCaq745+pFONL8IkXL/C6M2eD8RKsxnV9BBuX+yjg5jxVvlH3p+no+calKr+zPcY0SFyfabRscRvsBu3O/K/vRkjBvOSmUdom+dEMAicjVnIoG7OEPetExWEcaPFZ1C3LludpMefDpApdCQmGygPfnSvI6DbbOzJ1RWQGLVIgTKMVFTHAIqZD5l/M5iP6B8N9QARQJUyqeSGjHKp2kHfuWrRUKgvRjYTVMwtQ2mNgQB4FjdbOy1oaT7SBwpkV6TnZQmPQPt3ybuK3SsgCFQDdj1zkMae4Gj0LP4/12JhLuokXjnIZK3ijcUO+EI8Hrc2pFMukpNBb8DZ8aoqDxcySV1jbncqT2DIJi9eHEbeS1v2PpaIB2aCInWyMxzeIOsY5w+ARM07kvQppcNC1RJ/ZTkvJCJGqSevck7AUjLRy2R6FBu0oFEdtVYeLurpogouUFohVmdBwDaqMqAmkjjdJt2PdJiAeok64nJ41y38oN4SC8gXppcD7So4bWXlz3XK8UN1y/OlYpvwZiEe6uPCfNB/P32WRK8DbSwHC87M6z1lz4oylR4hKOfarSUuKixHRqnZNuzZ2jrFhtz8iAtVylUQFAuDQbhq18Gq7tXQakPh9dhTSnlWO8BQmDCRbuazCZUp/33KU62qrZ8jFX6pQKp6BuVr5OEhXRMbwyMNXKYkNFyq6jIiIbBglVPAPcRBlnDbJijknKHl53urss0Qg+xpSJEZAL+B44xG6PPfnFmKd8RwJB6N1AlqnZZMWrI/mZoAhK8QN6sUXxliOwuHY5rwKFMFAGyINze/q67ONH6y3nN4jf4UmXqZ96oARO8Jya9S1aHo4EqQAIBEIeJym/nSTNGMn1kWCXUwcZmaEwIsKi0hZeJdHCYGolx9tBWZraLwqeQC/0XomOVCr40l8GuXj3tHFkKAseIR6hkOpIlxcKIEwUjTqXK2GkJxO2+GxUCPiBCW3jWgx5dKEKO15sUCwImWBfV2rWPY26qfNH8MrxaxpXYT8/MmVLva1o/8nnR4iHK+vq+o/7Z4gfbZWtmFQZePuQAmSmoMt01cm6DddxmpsLFpbYB1GVaZQSJe58hF+NSJ+M7q2xsveVGkXEMHxOZB8/mfs+6O9NJlo+5scX8Oq1JEWfBNAEQCTzxSkCN82akz5JEkDXkPXYKCiGksSZqXW1InajNk2q7Cb5zp8L+gDyIUQkxigpguBfoBchDQehL95uyC8KOaGKcBleK7FaFwkSV9jtsbYHiTMnJripgEBFc+LTHCTuDNAIJcMqWjVrzbliZRA00b+A90H7wBO7nx9GSXFzTWSE80JipjjhNdLEiGIB1IBChG3Kfl76H74PtK/UiohDFWFVxmyN+T4FipOaGMnF0LajoOE9hOAsoFLDQ21HEJKIGiiNznMUMyT/RJAoOHLyRKgR8u11fHO88HBvFje9q8exUGTMvs+jyOC8ZoHY2ZyIBEp7xF8D2XV+LXEsuh4gZg4qFRqSPd9zTxx+QhLlPHGNgpzo/YNSwbUtQnQbdC7UQ1E+PR2Prfr1Lp2NQDSEhiwHhyPGsfUzL30OqVGQjX3J2ajO83YJRmmjlDj36HZcehxy3NFob7B6q1y4C5iYAoJVnMZe+77CkxtsEEUZf6WfjSEWj8OxYDU4X2H7F7QKjcpXkuJhyBUVhMFXpryehNHDEpwCgqIgJk9Wrxu5BwXJTSJYnjRlRd73qYskJ5JkEibP6RKKB4oQeA5Z+NTTGI0iIVsjw0r+H07W9DEFEmszXE1n/99x/oNWzaktkkJe6aJKKyN5BnsuykVbQ++HdwcEzJja0DGxMg+rdZ03iZaBFHi7A1Sjc2LgSXrZURhN9YhoOp8MklZIOM2q8JDIVohfhaeLRmRjsiTl0bsn3AGYcdyZ7Xo66wLKBCFWUzOcQhnyBaKy55Me7ngbUy3yw5nORmlzlJSiRhMxan34sXuB4kVJCqAlWqJjCF8Vik4+R1ozOd6sVpBIuo6KufCaze6TlTyFCUUiQnK6tpzDoQI2J27Cybi9UVn3lF83kJ7VOoy/B67V2Xh3b158C+HQdJTZ4HBlozW/RpuI5Q33oa5FiXtllGKjxLkHvXaXaxCkPeNmhECXvlj5Aj3kbHz1o4PvQNEhtKPtrRORQsWDoMfNC327tEN6x+arSRHxttw+XitC9KpQ8oyWB9oZBKOOwPGsZuX7EYULq1GfPvDVKkmQBM59i+6t4hGEtga/pxsoAbFUOhuTypZvGsbIaUzSBAnVWxeVCJ1CGaQ0FeywIEKCdmh7cElabrUup9kq+B0ynfMiIqc4/Nxhpubnf+9I23kWsZLnsURZ8AehQKEo0bF0uM9JkmojhS6GiJsct9AKT6x6feynXHFxtyXRRjsiCxWNioYBHOeuf9gvCI4np23k7gpnhPPHsaVVvazZa7NCjPOWLSDOBedZBQTFYCM++3CSFSGWrhB8mziPUuqkGJGiqo+/En4ufayZ7e1c1VKxy31cJyR98ThiFJo2G/vKpMvMD6Vbs6WTE/E6NC019FZaIkHZTkl3Y67vlesXuEf8TcxGsUNPIxR2NQqebZZRzZav86mUcY8qJdzZSuyLqFV3ze1SjFJslDiPq8cFjNIymy9UCRONXFdAwkj0n88EOsEo6lqsbEMSWuhEOL+6ZTgFjJP7iP4BHx0EuRBJMJATtuN9e5ep5stf0DiIAwTLXSdNgoKkZgdJyWFxJxNqIiBXxbGAFMkSE7P4o05434mhnuDYThIqHXFw6D95AeIDYPzGZEQIXym5ZptkYQKDSFl1oQmhQgmRU1LgC9wJ2cHvwQvx90kbeJeKd4hfEdoaFBqJziTnAi5FclRccIrCyxVJQT+SyyGNjYX9k2ppiJFptDVGiB1xcKKnWlmnfIqFQiMLN9ofQl+EZjhvBvKrdDtAIeIYCfEgmrQoHLVhvyh82MecHKKI2z3achRGwltM7HhhkBbzXAvchBB14nftpz+ve9qnfzgOilc9vsBgc4KxX3ty+BUa51wOEaClThsCYDH6mqJi2Z5h7DWFvYTUMIGV1xkFzq7/ruubUfAt/5vZvbKyyTLFKMhGGX3dV1EVUa8SJe58NFHE9FWeEsmWrz7dt8MFjLonUzXSi4q5Sqi3Q4CdEeoiCSThU88NZdDs4+doq1aerBz76SERUumaIPCEkCOO3EeiyNVqX60OlEO9taEVKkWCFCJ9ikErafgVoXSZnAuN1S4gFrMef1jTkyxXvrAzJ5pG0THz/cg6gKQT29ekRLQRuE8JWK0TT7R6fp0R2EGoh/pkiloEh5gq8daEowyOtvC4tDEoSmI0laKFhO0eKryfK56Cuui8BaeDEJck2hYSEFtvysIeUmgSUKVvcXooy3nxUPK4gq+SSEueC9olKmQgfCKJLlLmxMXPckw03FfV+goeh5CfhekQjg/kQ2PMFIQxMSKkCIdakA0VGK4DohaJFEFpJwWqxHW67YVhFkPO//GCK23kKXJnvJkoLigIEemiOEjEK7VlQPho5zHiLS+gIIyCytFiAamgPSieEoVJK4pzuBvNuZid2ox7jBLXbbQafjEl9k9UhbNRosSdj40t/6JMszW+lJdSnMl/IlrEF61rFTiWtne5fxGDdlAEUHik5gYrTf0MZEO96wHtkYDHKVai/ZIqnxIAi6kCtWkkpuQkT0mSY1vOhMJeSHmDngRx0gW3fJwyV6D9I614n7MTMV/8JKVcSbNfJGTXhpjY9v2WZxCntyiyTeITFE6M9ESldkY+rvFMs6Xjw0iQMZIZSRdNCgoXcR8QCWvVbfmGgbeHguyqokfISyIOqf+QZFFvzWgfWnWN3dLa0PdfyJWzXZ37HW+ZUBBwbiR1rm34ZIsmN3rNmd4HRE+pm3YdeemcHM54Gfn9OmvncN7rQapFsyNGX1NVVIhIfKYqJFBuVYtrPs2h8xtGaeKgdOu2dzSEzXac+Mu5SZREwlwzDRhaNXOuDPdz/oRSMZ4axQPIGK+byZWHWaC2gT4KruRHXLHWr5FQqj0WirYQXLtm/YOJ2Mz3XahIIoAYsG2DCMXjEGjDH0UGh5eqqEKJEreIMvpa4tyjgT6DFxmsyCC9abpkUbio7XAxkykgHTlNIk+Pk/OVoyDoWOEtBl/0xtTJlsPySJKTICgYhERQECyIQhFA1yQznpvupnJPjcSUfIyZu2c3WiEkdLV45rC+Wio5BUOLAxSj5ftAYdChBREreZEgQytDyAI6FYxIRkuG1zKOKqEwVv2JkFNcgGaEgFjKi6uQAeZHyKvrky7oZ7Cd/pG2dU6je9FS0ZKCaDWSHggRiqkQNQNZYd+kkpoti4ZzRDj2iSGY5UUMiXTYdtQkx259KiV4LyBJ0TpKWXMM5VJDY++ydpA65+RLIn1dQBlUnIb3Sj5HY7Mx2YKJ2+4V7ZBU95YOhQrFFDoenJv+wZZP3YiU7Em5SetIHAh/f+0j47LB2dHYc5vW33y/nM9zthQ+1wzXLFNO8DayDbd3yIsOZM7F4ThV2fSyJGX4D/GHwt2Yz4HWiSMuXqxAhqbQGNFWXPhboI0yWgF5cjVTcTx4rIh67a+oyuhriRJ3PhqgBoxyTtVnRgWRoLDQ6mzofWhPPHMBI76ACb5gc9yPJJCOsUDecDIWV7DyVcGNc8jECInTkzpCSy5CBRfCe/KaaojVPIgIUx9sn0mE5ErIZC0SEu9Bfz7NtzT2Ki+Q+X1Mm6TiZUprq20TrRASuUYyN1iyuo4HxEeNb+K6qhZFtBhk8gZR0uGcXOUvTpOk+FROgDBVAo8DZU+SvQqQ5aYKjSS28rzkS1BokJRdr8OVTlO0SyiGVD69INBoKQqlIatOqEjqT2bjqkJHmBqBVzKaWufU0H1MQq1ULSdN9/g++2hxtIni+IUi7DnvQoRWiKPR9pihC0t1G8NXCaSL94McOxtRlnZLQ7wZrosRImoh0uVFnhd/KcbmxnQxQcRxwqHgPCxsT4VQoGVCww55MUWhwTXANUbh0D3tLZFExUA2UvMFJEQFM5PFYUK9dJLr2NE+SNCawGpHAb4T01lobHT9dSAZFDkqgnkfTl9po+yvqApno0SJO/93M3DBocYu0wo1GxzxlokjC3MTNTm0nnbUIqdXJNyF1TbKiYFmSAUTyFxTHXO5clfRrElTwwW2QhRMhMtwjdXoo7dl8M9IbgjkUUKTJykrjv8IvAYJSPmql0mDnGQBtieJuXsoqpueVCgWnNTqCdsFo+YTK7Qd0NBQIRKreHd7ZeTW4XVNnAyn1hS/IeUnvZVB4SDPlNDWUFGg5BuTKJjN0VLBep7/j+ZIiotw+eZoIYngGcTTnfsgdBJk0yRzgm5QnCw4tDpK4Hbuem88W2RS56O6EDI5FooQtD203xjiXeYfqtRBQy49BbMI8UxG1WybFCmcfyEPO7jfMq3i0ywqLIVyuKAXIQfXIKLOzP8Q/oqpISFMG2MvPoL4mwUo+9I96YqrXox4wZFIVRazHDOIB88BReM64txpJBXhsG0/x0J24FfQwhHqEdcpfjGb/trkfbjInCN7/F1AlHZxtXlBofYfQna6dqMA2Z6LfVU7wSItUeISj9JGKXHOUWui+uirMaEXoavBF2eaTunLE9VKBLtCzEgjshof9GkRVny+EnXkQk6dSZOIL+401CJypSpCoVCJeQ+eZNIbuZsnHikEpmnDKCSq5IaE1DWcBE169NxiPMW9UB1dOuWiWHh/CHlhlc0qONvoMV2RfifpyZG8AxKsRXtmcMg5BTnBIbM0FD2TM9ENHgXurlJXDeJjqGbSzlDLCHRoOSW9g2CZ1vBLDSEfrJBVFODcihAVr9WIr58DrcwhmzINMpiqeJksNd2zJfa7sUAGlWEaLRd5o0xnaqUE+5Qr/ZnRHcgFHJJokcjrReJtMfYM4hImdsMDiIBVKji0Ddo+4TPj6FMovAYC5Sc4PgtpmDjalNobFGBZPI1p1YAsRZHFZ+HTPj7yKmJqzV/nKFZMDtGOUmER7sPR5tNrYpxXEu60ScYLomhCSbKQ8euD6z7/FnI8Nh+nUGEsPDlOcn8NLpK8VGilFFGv/RVVaaOUKHHOAQlU0yWrjkgsjv/lFAqrVVZ3ku3GN6Xp5DlWg9hxU6iwsqQgSblzQlMqwf7np1opYTe/dwib8/kKmhXrNP1V0no+7MjTFEumW+HdkboZOJrKlr5TF88jx1zRbGBiQwVGjoGSLGMEE/id/UrLe5Instbal/DQ0MSIEuxUglesgEU8JPFn7mTfmNQ42HaUBJ8OPE+YzBhONPmBRgar+WzF5LQJ0xlMeggJ0Xab1kIenAmXjaGriIImMPbK6v30cMYvUaGBXfxqK8aRvUiSgNWBKGhoiWxH60PTGpWKIiEpEjmL8VW1p9x/RD4ju/PRWaEXnNPgUki5lLpJJnXeQiLRZ/ED4TS/lNNKXrwNDPvOjGbjwVn8UQilSR/trvSx0ecPohETKfpcUC5ddUVZtqk2SI4465jSo8S3QQtFvihcN5JADyE0eEnyd8nr1Ivg5CARiHoR3RNedLP/oBVZaBBqm4QeDfeB9KUQntCcSYzqlNgfUZVplBIl7nxIM8JhY3k6KLk6WRQomC9MKTWq9xziRQujf2h0kHyHy65HwJQAI4f6e4wv8ZwGoOhIxc9cSYNc8OVPkaIpEdojeIvsVlJ9FCqRfflQrkTGnCKCEHmQ1oi0F7AbHwcJFVnsJCwyMeFjk0IqohAieZL4XHsj5Ls7devd7MZhubpW4hI6AInSV9MShoLkmaqi8hRxMS4SmJ7Pal2CXk0bHG6rYMhpC02dhNInI55Y16dqJ+8DsVOJs+lqo95uIfE6uZViAQ6HbNpTzlzcED43V2BN4S3tj9xvnWRKK4WChnOUfAw4IUmopTjyCZD5tlMLI2XBJW4W4e0kJ6ZyfijCOqcnrscRLR+1LkQM9aKKFgyv4drxtsZ8xFbXSdtRiNRFgbTJteFojetmSPOFceAwgROBGAXRhTFcCk+1WUK2PCXFeV6OS+d7y2OHgmfVr1EKa67v5Pao+NaHPRf+IkSS5v+daDee8r8bXj9ZmlqtneYrJUpc2lFEvUqce4wn1jnNl7gjG3yJ8iWpldtSIBlhPKURVnrXSJEzMRCeKPSpNdKoleKCUNICsuFjh3MVURKjplPknFkJTSAZ4Yki6JkWjTgCvjqV1Xh4mZAA5f7JiGu0VjTJgvnWetN6x907A2lztXiWWzMkJCciNOmBiijOqrRQZBLmSIRrWTCu6dyEnN4QxyRW/DlamsqXahN0PPEtnRjORmaVYEEwKCSkYjpWUnYtDt82xYMQAxEuXeQqhbZUcDA5E7yMRri9UoygtYEAlzxcZroWWPDOHWqdp+FcC4oL0BFukj4/7ZMoEEvl1Bqy7pyTREhwl9VxwH1I9IPPMto1QruCl8E+QE6VNDvoT0wNyWAvixZNnTi5V20oeCk6p3NSKEUfxcSMNIsmyFYUHfF567mI0MWoM59zZ2Nie4d9vFpaLYh5xTXmr3HkIsegUwV0MSTzHggHP/P9IYly3SdnSa8Nw7X+YQrLOWF0eNAdkFWcTMro636LWlEQLVHiHKLZ0CqSL1LnUMzbJzJfU4LGwdIfR1U0iaNu+kUhMF/lsa1cBU56eR9JubJdNA06MSEQaAc/1TefJRvvs0tgbNvRDvYFBCQLDxEYKSxW0dtgBe0TFmkUpghYXbA5q/RIct5OmSt6auqCSQw0JtSqCRGm4HKwkoZPwMpf3I6ZEFSQSwP9AB0AYUFpU4gD7rAktYoE2ZKol2tbxHQH+5ukToqZ4DnI2+Wke5T4pI3LlTO6S5EzPAAb1wsQgu0xPitCKufkUMdRkdTpoIAIvoYjVLH/gaKkMNlM/TMmUdJojX0nUvXT0RKXQtfzQ/VT5zYIoxR8IlGGHDlFjRuk+TmXnPmet1rkphskVSEQtJGY9mjg8Dv2EWOk1jedLDtz8p2Rat0vB6Rp7wiCb040pmh1kqz7pYCMiBsTCEtuAzQjFURz1Fv7U3fNlyQvu8+L/32k0ZqI0uF8nOTQmSNtf44GWqsgG/sqqjKNUqLEOfzhVDZan4rYNtPLiO9GFR5BCKWgUGsFdUSNDvqXMeOtoB0+tgi8PUc48IogcppkJtgVMPTMqA0vlpDeVi+fyRWNFyItDTQ+ncHo4lWIAxJaBhRAaw0luu5pn/CQSibJgnZCCEKlnkPKaksnIhxO8SYReRMEQO6xoXEhp1YX4srk7C2dEKiK0U8iOQg8f1ZEsKpnrDOfE+ZrrS13s3UiJy2VsfMjeB94G114LK4gSqGQ5FDpg2i0tGmdE33xQzRWyvPhSkA+5bmYxh1o+nvHdEwSMHkfHUPLJ2SyKACNYDRXKEqM3qZ658xpN4+Jok+foXM+tP3VRuh6OJmTz4mxYY4vRdfkAotHDC2UWevLkSoVt7oGvDiQKiztpLa35SQPH+qpEpNbmWuoZLtsJvEexYS4HKFIK6JxFJuaMtqdSrxLLb1APpo7qUfiqIXQPaZiaj72mhweH9kOG/oYg+U1OaXF30fyOVqbwC7FiK3E/ojSRilx7tFqWfsMX/7eLtGXuZQUvVioEPUCeUBLAHVG+uVbTEhEjzuKjFQEXZQITxMtkQTpzYdL5yL6IZIhq8vdaLEgJU4rB2OzsE/P8UVJlsfvgrnFv/DWg0YmV5pu5HYYjQefcPAJGOcfKKkGhM5KWNMjW2PxPtzzJKdmHMJ3fQxX/FRLgumKTKixsk5EQEJdJHM4BoFU6H3gLYBCaBomRL+W5gWEpmJiG35uHHlQsl0Gs587s2ayU4G42nZ9Dk2POKFTPI1I/JiuyQOlWdf5ECE2jkFthFAlzfFW2iU8VyJc3Mc5YxT0tM8vgzKJMxPKoSA98miJ952RTzVN5PdTYFA8JTK0KH3uSqkhjgYiEnwf+eygiQEXJc79yg3elpGwV0yMpMGa75NfsxS1KTgnQ7iVaCG1kblnHJjWnXvu8F5ounDdMCKrcxzXANc91w3k5+6ZyuphvObme+m3w9iyP3f5unkLhb8hSKXo0Pj+FZ2NEvsnSrFR4twjV13Rh5zxLzRF4IUBX6wSS4IOMEYIKRj8aeIl87YY8wxxrZxWIdLO21ed/hrnWISDbOUiTGclW1bBnbnXBtwIEU5rc4VIEQaB9QMN4XX09ClavA3DNMUCKTKKBCB7jWFq9dxw3kdIizts7+0UOZ6CYsiQzVsDcnfVBEMt+Bfx5xdFQT2QijzG1M5IASyhOdHiEJcjp0xiP9WWCMJk6nWkqqorj0YLRYWHG7ChTCrjM9AHtS1GLisuQibtH0dExJtICJjXR+EgAbMFt1zOOcWej7XGcl029c5p8M+04fshEqsfGwRZITZR2BE5RcL5Ewq14gWDUAvaGuiV0OKR4qp/7kIrpFPiBYajWH5+RQiNNgdtE+2aeELBwwh58jyOFPaSUFzf1WtTFM7VSZ07pM8u0DZN8qzTXonplPBJEX8pQvbyPZ/eYvRVgnWgGx0vzF3ALsZni4LovoraXcHbsEszSrFR4tyj2VQbZbIUfetmFBy0SbadEJqeFhQce0cWoOQU5Yred0Lh7qp6th9Ealt0zriceDpv+qTCfNRQXhgxsZK9dE0utOuacFDvnqICLw85x3orwM3JGE31FoVeJ1OzeX8+Wx8uje6QPkkKbQ4CBCBX+5LcniTS4igEidXVTWnSe2slfTXmku2ezNSC0HmKNkrA7u4+62qd6eBKeGvHLeZJ3ipqFr6RUmQLYqemWELgC4GwlCEXksBKPZK9UIXVlhdk4cyK8Vp+0yXnhLFVdDeycJI6aiAP6f0ijQuZoPn5EWE0pMizNUU7Rz/lXeKVpreJHBVJzRAvEB1BSoVSzr2uEwThojBqb9B6cTQKJCqLCqZFOFZE3HQJU1wKKfKfMvkL4S+pgYaqKKHWX1x7XIsUNtLniOPWlIkmeeK6xVhNnjxzJ2Qeo5BobbiuBn8jTJ8kspGfm6a7OLx6+YreV1Fd3NHXN77xjfaIRzzC1tbWdHvsYx9rf/AHfzDfnaqyl7/85XbVVVfZ0tKSPfGJT7RPfvKTZ21jMBjYC17wAjty5IgtLy/bs571LLvuuuvu9KGXK7nEucd4bPUBSSdGBoGoz3jPGkZ9Fhms8pJAKpKceAz+pc4XNF/mFCjq48tHwpMnIRvwvsuOK5mI8e/oQ4p5LZ1y+F4kR6TJBeFPZmZeKg6ih69Ep6LAe/Q57YDWhvtkzIsXTTkgDEX7ILcj2N7VPvldSWYwtc4Z5MTd64N9IQEqUTKO22Ml76t/+BCSLE8304XxWN5/hAR5ciw0ktmQ5gUJuI5mRsc5Gcl5SPlxcUhI0hXjvW7zLq8WcRGmGtPNhC5eCyPC2xNNpKT4lpI9yAyGcyFbzj6xz5rmOOQ8DxVAVQiFoYMBmTYIsHPTOlCgIMCGOJe32bzNs+j26t4z/lnRlgL1UYGkcd8Q0ErhMIqgaJPpbUKW3hEsJwK75HjTR2lb6fbr+7V0YiIES/L16/5Zcl3IBG7mSJwmdl74ZlFICyVREJmwxeevPwURkP0a1vhtJwi0EJkhf6YxXRYlQRCVhwpuyDEiK87HIP1TOOmu0luixLnEfe97X/tX/+pf2Z/92Z/p9k3f9E32D/7BP5gVFK961avs1a9+tf3yL/+yfeQjH7ErrrjCnvKUp9jWFkIvHi960Yvs3e9+t73zne+0D37wg7a9vW3PeMYzbHInNWBKsVHivELaDFskcV+hIcksGeZYsSdBVHByfIHLJwVuxbJ/EQOBtzfDwyKSb66gG5IJ94kUIlsnsiJnTFYeHF5AzPUyXPAqkYlcDKSLa27HV9wO82dbRShB9OLVngiUIpU/acno90iQqfApv470FZk6T0EE0dCw4Hm+z9Fi0bHF6Kv4Gq4rQYBauIeKF1bJHcFplYIjCaJKzlvYxIcaKuJfkZRF/gy0gbaFhLs0AURyC3+XWsqT+/bckt7RBwigqZ4pJc9GzbrH+ipo5M2yQd/A9TPUhgkSqbYR7Za5hfvZxVHyNLJd4okfYbWQig/EQtMpa033P9mlZRLIFeeSSSBaWeGN4gJjzgMi+JxcDM6vEU2UqKXFvvhnxNRJImAqcnsxbaTzEuJmKzWhGFynPvrqBQTXj0ZmQ6WW7bipHxM1QXzGJmfirRH0NLgvCaUajY3f9TwK8T1HO/hWTo+U0kbZZ1Fd3GmUZz7zmfYt3/It9hVf8RW6/ct/+S9tZWXFPvzhDwvVeO1rX2sve9nL7NnPfrY97GEPs7e+9a22u7tr73jHO/T6jY0Ne/Ob32y/+Iu/aE9+8pPtUY96lL397W+3j3/84/b+97//Th16KTZKnHs0SDAh8QwnY2i2df9QRORLX1/aOea64AybdtvYqp/yCQW+pLlfEyvDhT8oihlEknr+eEqFe1Jyu/CULScZ9E5M3O9EPAFPHCQkkoySHHC5JNA9UbuHBu6enricMOiTL9KPCClpJfEaUxLOcch2AIUGBEatvkMe24/b0QuZwklHw71FQBNUCIgXESOovG9MZjDVIY8RkIyQI9dpiPFQ5MxlTBbeKakMqvYPhVK0JnJaJPkUPpHixFZaHyAdi9MXmnYJyfDZFE2YuFEoiSux3JoRRZFfV0HXDqO12D8lfJRJ0dhY+FLUaGsWfym2FufepcHn7r1qQXVw6fXCCrQDNCLlwlO1NZVdhTCFOV5O64iTAmoWxUe2wnx6yT/jJIxSUDg3w49Zr1HLivHp1GkJsu2CxT0j39lGETGVfWLUG2IohWC8hkLFz0GgeEGGFs8jWo+4wOIKKz5H22xwmFZL+Xred1HddcXG5ubmWTfaHV8qQCJAJ3Z2dtRO+dznPmc33XSTPfWpT509p9Pp2BOe8AT70Ic+pP9/9KMftdFodNZzaLlQmORz7miUq7nE+RmxaeTS/89PDNdST0Py0jjBpm9K1wWOEDLyxIAgF0WDt1Gk1EmPcH1O2lN7IKZHEF1iGxpzlEtmJKiJK0ZKyCuSfD+kzIUODCvr3URrwSF5bXfskyfA5wg6CV2I99exyKrcx19BILJ1onZpEB5T+4E2iaMgQWxk1Y6tPQk/eQqhqqmEzGSKHFTnSAiFDSt6oRo51htS27kPKantjqyBmkSR40iFF1OET6T4fs0InmoNobfRVDtGVvGyi/fJC7VeZA/vhQ/nDQt7F6YKHkWQTlWQ7TiBVO2phaJII6M957DMrpUQGctzLzQGBdSNsRJwe2vs6q+0Y2TQNtH/0dnQmLDOV0yvkMi358JnQi/Ec3F0JlEbnauwoO+eDqQjiMc5keTTUiHkFWPbLjvuOhy0S3RfEEf9fHqh4Ne4348TsZyOQ5acaRXnoESbRMcdY927TqDWdoaOBtJ+lImhnHH9ucNDXNhl9LXEbcfVV19t6+vrs9srX/nK23weKARoBoXED//wD6sl8tVf/dUqNIijR4+e9Xz+n4/xs91u28GDB2/3OXc0ihFbifMyYpt0SXzOuqeQUD86ripIorRQgIfhcPB/ObHuhI+JxJj8y55V6kzxcdsfyy/5lkS5fJs+ohlQv1RLffKAVaH678s+beKtGE8gfIFv36el50AO9ekZxKqqGaKRiVDvEZoNIAe5Yie5URB0T3mSo0hZuXYgO3StmiPZayIEkAGBK7ajAiALEieiuphZw8ZtP1FCT+AcDFwgLPkcmfRJSBrTbNRk7a7pDLm2cvwUIKG4GRMxagtp1NYVNqte2NrHaG3yy9SS2JmIvzGJ1oh0LTZG2j9NvCAKJpSAAsqPQwUN/Ji15swaPmXDU1KcCZvmYF4Q1NkXSKkHGhLcom2iZE/bBQ+SFfdJ8cLK+SpsNxVG08RuLhHuJmwkc64hcW+EokXhFGiaCgARRH16BN2V5PrMeCRMr2jsNlopvK7mXA+uTZ6DJgytPIrmJJCCXLSjeKVNk6MCM++U5nwfNA0VyAroBdcVfy8U4xTfPnLrRcfwgL+2faph1olKvsS+iFoS489zG8S1114r0mcGxcRtxVd+5Vfaxz72MTtz5oy9613vsu/5nu+xD3zgA/PthZNyBu2VW953y7gjz7llFGSjxLlHxQozvpzjS5+VnTwhmllQhBdK6mjEl6rLWzsqMTjgiVMcDtRIY7SVcCXHGAOMlopg7R3nQOSoIv4qaqeE0iUJkskDnkdfXT11OB2TSDgkYNoeQa7UH0PYiROsrJVgw3BscMhbKiqC5BMSMuTpelpz8qdPisz/rKRyGbwNigwldkmIOzFSj5EcgzORGhE5DrtIWqW9AWLgJ8Z/+ASLt1AohrLdIVQBEi2CWTtugqbiSeqW7vQqnkOYn9F+cLtz9zmRIqpaKk78pNhKBdN0eoWj4hM6btamwkVokhM59w7NFURTaZVEzXakT5L8nEBc1KKRzLu3omb27/i70NYI1CPFxLxt4aiN76NPzmgKKAvAmNSRSRzuvytzcimk4zyPOZrNlEpqXDjPx6+/zoa38rhGabkMUKDdmFr/cCAfIBVC8Hj/+MjieleBEdewuE2hq5G8Dn6nIJ8VIkkmjRHlEvsoqruujZITJnm7vWIDZOLBD36wPeYxjxH68chHPtJe97rXiQxK3BKhOHbs2Azt4DnD4dBOnz59u8+5o1GKjRLnFZIrX3UIWe2MdV+xCU5uzvU2WmFKJQEl1BYzZ7La77vaIomI31O2mfC2Bdv11aIgbjgX6GsgtsSX+TBaIAHvu+GXFyaDNdfCkHYGJMPwV5EUeUhCJyFQBVCgGrlSd9JhJThfaAOrbQqI2tmtBfaBAoVkSWKmaFC7Q6tsT3i0SVJW3LU6cvySCmku0a3kmi0HEp+KJ+c3SK47NDQkDx4oidQ2JVoWrw3kIwsCcUZI5q1AEtbbMy0OJ4YGMhQ8kNaWFxcahQ0CKt4pyS3RKKss470Q4HU+6eLHQWEAakSwv+lo68cUyAP7ubjSWxBHk5KrissgYO5MJGWu1lLsswi/KkpCmj7Ot/REshWlz8zHiPnccgxXCqHiUzj3Q5yLNtdUwydIwsE1pcdp5UkVVMq03vqjdTd3J84WihffqeviLaf5GG0W2/xdUHSgs7FYjDtKMzd9Y+KrRIm7MkAl4Hdcc801Kibe9773zR6jsAD1eNzjHqf/P/rRj7ZWq3XWc2688Ub7xCc+MXvOHY3SRilx7tFsaqy1cxoDrrmh2tKx+HJFZ2A7CKGxqhMZbsXJe+Jx9JxQ1z9Us8k4ZMRZVabsOVA7CYx2y67bzZMIaK8w8pqJIacf9CUdmhg+PRImaqATa5FUgftJ1CpQ/PWZfNJZFpRCIlE7nlj3LmupDUHMrNO3xq5wKQv1sfWPtIMASoL3A2BFnyROEh/Jkm1rkiKQAtCK1pmhkAn4HkkGlekbxEpcR2PcN/dB6EPIjLvgVzwnxlpz0kN8DJIzxQraIBRjMiJzZEaox8YohMf8fEg2XaJZkZCX3UOFAoUCB30OfubxavQ2ECAVUbyZzcmnbLseImTSEYlWkoovea2YTXuNsGD3Y9YxphcLRV8UGnlOVAQx0rvhRZH2I9REVQCFEmgSMfMaSTn0fhceB4JhdV0XIBoY+nVCJRTUg+3sHq1rkkSOsDGyzXXe2USvpWZLeS1QkEiGf2qDBhwWn7KSGumaoxhc69LWCJKqWoyYr62lX4v7DKktGWRZFXUl9k9Ud26a5Ha3cQfjp37qp+xpT3ua+B2Ms0IQ/eM//mP7wz/8Q7VBGGt9xSteYQ95yEN04/der2fPfe5z9Xq4IM973vPsJS95iR0+fNgOHTpkP/ZjP2YPf/jDNZ1yZ6IUGyXOPYZMNMwhfRlObc2RjbSen42+wsfYdAIoBYbEvMT1cCEkIGgQDPXFg8nvEwu+SnelzHkxUcMvJSznNXXS9akBUBL683uHmDJxYmJyOQj5naCBoWmKmuB1dDBoqch+PKB6tsn0iaMWPsoq2/QQ3sK/A00LkungQEf7wqp/7/KOioIUulKS7IeVOgqmm+76mgRKCoNRBzTBC5Pdy1sSGGP/0Ltw/Q3UTb1NIKO2KDzSRI0iAXSDgoUR2KpRt52r2tIbScVPCgsJoQWRlWkYbiKBBoGUYic9SoQscMzoVUAChe6SXBDURjfGM94G7Rb9zihwtDGWdnxVniiRhLyEgMCN8LaUS8ZTiDjfQ+gERNzwoGnGmKprVdRsEoUaaMbukYatXudGcirOOD9sO4i5XE+dMyPrH6YookgJRU+j6PM2Guezm/LzXDtwPxpmy8fcBZbrWeRldC96fg3xO4+tXD8xO+gFI63ACtM2ipTQ50gPlhz1bmx4ET5uzJMOPBHxgpbmHA9itFpZ55R/riX2T9TuQs7GHYmbb77Zvuu7vktoBIUDAl8UGmhpEC996Uttb2/Pnv/856tV8vVf//X23ve+11ZXV2fbeM1rXmPNZtOe85zn6LlPetKT7C1veYs1GtHrvoNRio0S5x4kBFCIDl/wDv22dpz0KedW+tQgCYxHhtslhQfGVCo0NIIa47BA1F0SsduWzzQ3wr+EcGO1UAet3Mgtt0FAAFViHzpCsnyT8w1E3IxJk+zDS3QrNCw0wtpjQsR9P0YojJL0wnQrx3RJ+ILpMSs76MgHbQkiYfzhgdbM2EsIhSzZK2uMw4MEoaowTZt5o/TqNmXMte1CYL2bR96GiQkRXtc54+0QoQfhSZJeJBA5kR33YyGh+ZQJEzi0Hpj04BwIrRF/IvU9IJ/S8mnN0BHfby9oiPQ8cSMzfz7bx+RNtvennUxKwZKFES0Yb0GFAdtoajUhDC4ZK+4G7xfHIuIo6MIJRzwg16JKKm2OyLXwbuSRIxl4R6BWbhjb9lUtPQaHohXaIznZxERSfRKtF6ZLQB8ohNhEjL6yMXF7dqt5ITnyFh33jUDeNue28zM/lTEFRt1agd7oGgAROUTLyh+XmF3I+C+drGz7yhAmS++gptkgJlB0jVGMn3IZ8/ZGyPrfyS/0EiUWA42MLxWgGyiIcru96Ha79vrXv16384nC2ShxzlENR/pCpG0C9NvagqToBM8ch2VF6jD03Iwqe9OJerB6FOtfDH7nHaQSZcqHSz5aok+eaDS6OGB17SOazo1wdEPqor2Q7UbrQqJUvj9e0EzE30D4iWB1T7HAa5TEhz6l4kZuQSKURTlES5cET1SB30VWVN/fV/2pRSFV0Bh7pTjRaOfmaPaaHEcVz4EWS+hxpCopaAurdIliDSfW2nFlTbmxhieIG9cx9jtVAaDCI7xE0h7eJzncIwbUgCKD98EvhRuIisZywxMlRbXE7Vidj+JSAMG98P3x43dSqguUzYiqIfA180IRB2Ss99UxhUcJz00hNc6/vF5op+CdsrCgF+eE9ky0dbwgiBFg2m7BT4ETwefPZ+eoRcjVhww7vzv65NodaLSIFEt7Lsm6crd18mkWAYk4UAw5adNHXXmvvK4IHGYpItxHxVtAqZy7c5T98iIkuSk5feUicP63sXfZ3Ib+kjXBKHGPkSu/J0UpNkqcc9R6zJ6a7dxnLlJE4eBS4uHOGi6wMlQb+AgsSIZ8VMKgjcieusigq3NkA76CIGoVKBBBQ0hJKp6OCuTIpFCIUPp0MzZfNYuUCdIiwSsn9vEcET3Ds2Mx4VGcpFAUSclf7wgIZl4S3YIcyHGueG9fAlDb3koguUrVkm1uR2EwCZOytVYQCL2o0nkcOUKR7SEpjmJMFgWXa2C4lLkTJ51cmm0ajmO42hT8D8ogomggMGoxBOlTYlqM3AahVIqj0qnwtonaOkHy9POL7PvIiy54EZsIfCEDH5MtQcDk/+wL6AbbkEbGsku06zlomhxq2eb9GUNKY72QZAcdE9kzVGFDUEz/jwJShNjgbkg2nfHlKELcfn5qS8fH7n8TbTCKmCwmeXzR/I/PjHMETwNEhNB0E5MsQQztHUdcLRCMtbqmneAaadqo61LnSXJeVL1N7pIKacincd1nwUrg8qrPDa8UROz6rrGhiZQgRsu754Brh5TYR1FdXAXRe1KUYqPEuccUjQpg+fhyXAs/lHCv1JdnrAzFxM8v0hgHJPjCTjKcplBYQZ50F089XjdbvtGTkk+XOLHPH5yPN5KoXC9jjoIgR+2OmyTaRFTCgTSmEjSWKadS74+nu2jyDBalq73H7rwNtCJoIywdH7lTKUkIXsWuox/sS3pqMG2i7YQPy8yhNouJKDrGC8TO1LYg2efIraMUceiNmHbpT8RL8PedoyVK9oz2QgodQqQcSTl0PvESxM1YRXPe22eG/hymO7ZHM1XPfE+KEumPhGeJihCJlDXmwmVSg/V9mxnZaYTYx0odOZrazlUdIShCsaLNoRYWRRPoR88/g0S4RAgNcmcWEanFAdeGKR1GifP4EzVxpMaRK3nCdLylJunynhNDpbIar3VZ+LqchHUtq3Co1KpJrkYqzHJ9g6wRFAy94/47fI1ELUDu1CYMA7YsSmitUIRM4nFpqTC5GFwhkWW3XOOkxP6J2vk6vt4FnI+7K0qxUeK8on3GtTEEHyNHvhTwMEn7oH9ZE/riDQ0BmUyteAHC341ek1bofPl2539QPo5Yt+EKWhp1FRoUDvLJSPO2eG3ay7shlr8W1UlPmDHuShFyauyJO7w6GI1dvnHo3hdKfkF2hewYxMOz5LY5tlUQAk+0Wu3SsgjtDRErMSuLQkL27oEcKNmHTHiKXtXGJHdX45Qp2WILgrZKrOiRIFdBFPoYOs8tRy1SPVO+IeiPUNiEZbr2AUQjND/YHslZiZxzRhuoE1LoIWTG5In7xIBYuBoorRyRapOXIRt6L07c3h0CqhdzbDtVPpubwwWEyadQKNJ0TigycnpkKTxXQg4cXs1wvTEbg2WMOdszKfIFwgCfRW0skKypo07iB9FWgrzKOGkqiyJuFmPPIvHSkkNGPLggFB8apVa7z/lHQtBAMyAyj5zTwX1MrjCtQnA9Q0im8AaJS1GvFLnLMWvai3CWNK2yHcaEUWjLI2WEdDlFVhTkQ7T7S5S49KMUGyXOPWg/gEyMF74wRz7ml73q8Yp/EaeuAM8VfBxOsLRFXLDKk3yOLMofReOlKIpObe1a3EBBUmq2e5mTOVlBupIoao8k3Zq+8L3g8MeAzIHRSSzp9EkSknCUpNEbmvzYPdp2IiroBStieBZr3lIRMpIJLsiiFAbpOyKiLGhKTMyIdwEPJNU0Qz5cCAjJMszEUvRqvNKam6+RVA+1VBiomKAgmvmbuGCVeBuIZAVXwg3egJC8JSSdi0GltgetBdouOdmiqY+tkUu7d4OnEXyNbFc4cTT8UHouGU5hxYgu74dTrHgX0aLJgmHmeRKS7hnTJaZU3MBOUyPx3hpHXnckQ0VPTLLoXMUYbJ5nCj8KFIq/dIiVqZlIuD5FlOiEO/BGMUZxeXwQxW4gM+GrkggN16nIx6jJ0voIvxNvzzkip+kaCKyM0XYoUEBGsLJPETg/VueE+O/pAeTFjnM5uJ7hZSDrrzaMPkP/G0njuO6x9FspRmz7Lqp7bxulTKOUOC+C6LjHWOnU2idRqozpkuXQFeDLMl1QN8/2T9E4bHA7JOoF2W6BMEePXO8REwAyy0LWvFMTXJ2S0/LJQOdiz2F2vTacPZU8QB9I/iz+x07sc18RH+XsngxreMiHtezL+x80iToVQMdh3pXCXyAb8AXSfn4mNqVJEfcyUUIOrYTxasO6J4ZCOUA2GhARgwGYXAnaCFUIbCnhxnQELRASY2MPdc+mFyCMrcKTaLS8wKGVwWp7e6yiQC2MmIRhv0AdQGHYN/QxRKgFMYnJmCSJ6lgxepNyZ8K2oeXBdInUYr0gSGImRUMiOqAkFC1MoqSOCOcfbQ8hIIv28iBUMnlztEX30w4LBMcTfWWDw44MQULmnHtbZGyDo20vMhLZipYMbRVphNCKQmJ9Fb3wOQfEOTZOMuU6YYIk9Vm4vihq9w41rB0olzxTao6wadoH/ZZtbxNlq0ziYekMO4n2y8isNohrnpZJthglxx88J5ATpMk35kV4/3JH45iqsjtp413iHh7VXdAGuUSLjYJslDjnqLWa1j1Rs961mHrxbe73i/DGF+fArbP5YsXvgRUdrZbdK7yg4AtfKEgYn/F8zNUW7eDlmwI8HtwBxlnT5ZXkAVJB8hn3gi8Q/AqtXEPUSbLpTCeEzLaLQjnqQTshLespChCJEvogYbFQ5JSipycnVtFoa8zaArFfLpPtSTIVLhNhoTXAayZLLmfOdrWyj+Su4xd5s36W9XwWA0ImQltDxFJQByU4J8Qml2MmuDVw3khyRHgvCgj4HdnyUMED/wR0aXus/edxCKTuF2ILbZ+p7lcxAXE1CLVydo1pEzcu82JPCqRwPpIACxdDLSf2I0dqXetEY8EjikU/73yWkj6nJcMI7IojTyKixv/hbFAYqUWCtkbwTvQznG99jJeWihNmtX8cIz4p4mhEEbsa49SSGZ+buOkaYJIp2nDSZlFryN1cubZSAt/PgRfBap/MbORjFFlFTHCVonjh7yAREIICXfby+vwhFrsmSDUqRmwl9keUYqPEuUcL+B/Yn5Wiyz2LVBfkNzHsB/4lys/ejQ4V927Kfnb0pvkC1mQKhlzJrUj1Sf+/ZMY7tFAaUWA4jL10fOLkznB/FbGPRMa20M4gWcAt2Z66VXpOvqDdsBETCKiQwlWozbkM6p0vz0me4gLQkkE58xAJPQzgMErTuOTERbf4fWcyG1/tHu/LTMzN0xxF8DFXVEfnRQXoRfsM2YVihCLIJ0/cMt6TsXxQgjQpWewokNh+ipS5dbrN7e1zwkStiygkAtWQ5X1obvAeoC4cHwXFbPRShU5Dkyvscx6L2lC0N7bGjppQDIW8t6MRnZkCqbgPjKoq2eb+26z4UGuj29D5dsVX3z8JmWH0Ft4siSAljyWnU1I7I1tZ2d7TOeC8RNGmVpCQrphqWfOio5FFA5L2e+i3+DUkA7+rHCXTdFOOukrUjULGZeh1/mJqRR4suBHHGLa7FM8nsbhGKbA1HRPTK+IWgXzE5Ep6DfE3Ubsdv4sSl2hU9942Sik2Spx7TNCcoA/tyT6hYb5IaakAFxP6/55Z/0h80cZoIFoEJCFXeiQZBhGSL/Uk4cdIpIoJ4G8cN2N6QpoFiH6h0Bi+FSQF7MT5vXccbQdHQYjhgYYSjNCPSFziA7BCnkHsDvun9PriBAuFCytrJ6fGtIMktTm29qzAwMJduhVLdds72vVx0M2R8xtYva+4vftsFHILLkJDbRclPdAQ+BUzsmYriKh4joxd52IEgbLlo6zsL0hK34sSjb+GqZvQEtos4aqbP+VECyIRyVvtnVANzSkPfabwXA64Hoe+MIKsKeXU1ab2W8RcEJAQLVNxo7FWPz6hCqAx+umIQSqHUuwIORrHhMcuHii0htzXRfscfjS0WaR/wf97FCbeUnH34DSuc52NHHXO64JtdECtMOILATbk7ik4czqIwlbbCPEwChVdl6HtQhGh9tyeT9dICCxQDBFOQ81273AUIJP53wDtwqUT/rcwDNRP9vZb8foYE///t/cmUJbdVbn4Pnceaq7qIRMZgACaCLygAZRBhSAIOC5wxQfiCy7yB3yEiAiL956EpWSJGqNMDkw+eEgWCupbfwTCYwqEMYQ/Cii8EMjUnZ6qa7rzPee/vm/vfU91pxPS1alK1+39rVVdXbfucM65p+5vn72/AQU6vvP36BZGxPx4IYtiIxDY8B8PPjS787hS15v8yszbxvggxocoMFKk2AcqDboaRrirm025p166KmGmMIr+xgc/n5OW18rlGHE9cGW6iitQqFaGjDNX34r8/lgwIGPE4uPze3XH1IUWr0cDqp61yhknrlfI6KgwedVUDwwnW1W3TCov3H2zqpbk/jwYr3TnKqp08bEMj5F1b2AXzgRTjFZ8dGKjH3QETP4JG3TwD0iOtKt933aGutGgU+/ri793HNQ4Ck6ilg8CDghsyz2wzF6D2wEOx6oWO3iO+oGeEWPNAwQ+I1YQMMeEYXg64sB3fDnng89JVYuannE01ddiSs+HIjsljLZf7NH8zAuVtdPLI/8N55iQ7Is8Fyzs9AjRDBeSNiF9RpeMKiNVHaHb4dsMMjC9VEp6X//uox2cO+rdAY8OzU1hZ8tMuPAalHGXVZmiB87OeTqKogtk3YmBbjf9ZvySDudvw7hKE6beauajR4QYsuOyAPUTngMnZFwPBsYDcSYHTgiDphkvtZQ8R0UJ5v1MaM0NvdwhkSMTk8GSjW+dEFhCg9Gvi0f+/Dpv16tGLPyeqoliBYRRFA9uZ47vtDBPlSSI+9NCHMoEc4p04ywsWmu7jGwJKakpRLA4QeqJgqF2YKA8D9w2WVRZpHE38N29JZgYikXXLM2xbRiD6IKsxQsdRwfKIaCUFo81zoYXFt7p8PGMWojbbWbFja4HuxXwX2AS64CdFhQIGAGhA+GdCR9rsEtkQWnoJOC5uc/MO1HuBfcD3hyeeFvU0Q5HWx5dT0WKqmTAK8E+uLIE2wO/D8qAseib8oT7Z0UVtpOjLHsu7564ffraGdX8+TDmOpyyk0L5MdVEOnJBB4gFDYo8KH7KOvJCRwPqIRq8tZFTUlSZLoy+TOoK+exwncssuiPuY0JZbCulDXl7B2YyprDiOa0FCyWxRfXSYGfNbVFSO+cho3XZqrnD8j20kDVwmLxjRhNVt/avq9MuZdtt9YsZTA0li9TXsUISPhuBwAYwgP11IsMGCoG8g+EJl1SSlJWzgYICluXqaWBS2YK2lPFYRHjjak6Jefrhq3+d1glhWqouYp5/wSKAcd/6yY1Fv7qkIw+87ohw2LHYeferYM6FhmqpfFO7BE7IhOIB3Q/ATcPIGeDcXq/2PUSss1DiIkcjLFytmzEYuxoWYqbKEYuYp5U71BRK1gTI4UB7HwWJKVF0PKGL3Kj74h9UWJDR6u+mHKXwOWAAtqQBb8q7UG8Q7hcWUutYqC25LtZ6fHHcVe2h0l9NpQU08C03HmMnBSMhKFfqIGoOOPbAQo3AOox6qFjhgfMsFE95zQP0nFtCt1YULeZlwvfDjbzMQI0GYSgewb+xPBU9JjoySc1grbFPuzbcJfp26LjEU2lVOWNOtF3dV7zH5OHY67HjVbFzyM5RFC0c60H2bCoTpg6Tj6FqnFHeSUeDBnEej8IJmUKrRTXHVxy/WFAhx1RWmNAXxM9bPX4gXielEAwGxgNb0tl429veJueeey4DXS666CK54YYb7tfjPv/5zzNt7jGPecymb2NgA6jX+AEKYy9coXnKKxd+xGkf1nYylCiUjILrxiRVu4Lrqz+Bmx6xC2KcAr9iVIMq7yJYAdHQiPqR86iFfOH5IE/EuENzTUy+aWMLFDQc+zDFE6oCk2FyVm55IDYaQFGBhcfto2EuRXWLJaiq6gILuzmNgkcwqSRQ7gv8JrCwmpupj0I43rBRB+WuXiiYFwTGIEwtxQJrLqA6xhmOVA6e+KrjI+MZ0OQrITfEF3R0DCgNXsHcyd4zu7+mwGpw2voxkppg6Z3JGbHQNPA7YLKllt5mF26maEyAPaT8CnRQfD9drTKyYcdoCi6p9vwoeOCzgZENikK1ZddigosvOiRm1KZEVe1QUUUyVVTlUD9jSi4er3H1qkbhe4ZOD0LuMNIzzo9ukFrW41zBe4rxCIPbZnVch/MN54YXSDDvcu4OzofGvlQLWBQKti8kmXL7jZNkvB7vclB9Qv6IdjhQiOP/HD3SvVXv5+NH3L99GirPCGILjAc2vdi47rrr5IorrpDXve51cvPNN8uTnvQkeeYznym33XbbfT5uaWlJXvjCFzLONnCSot0hiY0BWBPrWsnoanAcYXbkFsyGsQo+RCmJxUzbzI5ozrXuCo9cDxulYA7O8QRb3noFigWFgWtY5NCBsO4HuB9ovZNoCCdLmjGZymAtZQeCPgrL6pjJcYo5keJ2V59wPGBX/iwWUOSAO8Guh9qUs0uCxaNqOS1UH+hYQtvk6sHgJlJYAH2EQeWIGUoBhf5QWmfUVdGCeHU4lE7p6AJwjwxv+fNx5BHgKnygElwjtnK8YmMTV1RgnAMrcoaTmXEXSKnqm6EdBo5HwLNANDu2oazW6Woups/Z2NsbGY05h0bj3NXJlCOZDvZBPTi602ZaxtGSjpBQ/OA7CzHyRtA5AGFW+RN6QMCJ0OfVXJe8IKKHB4o+X4M5HtMCiYob49m4YkSlqOakCjKyc3E66HxY0YNzcZg7zzIU0Hgz5A7hfV/LCcTkEJkPjNuj8zWsIEbXorULfBLthJA3Aj8N4yq5u6hblZOgCo7GEKMjLTjau/A+YFQWxcZYIQuC6Kbhmmuukcsuu0xe/OIXy6Me9Si59tpr5ayzzpK3v/3t9/m4l7zkJXLppZfKE57whM3buMCJAVHmNbS69YO4N+VX7CLNO61wQLfDPAUYyma8Dh1Y6wczCgovNFi4wPDLOhu1Q8gHMXMl60hgYaisgaipdtUsZsAxwBWou0oaiZMLD9UAIHfqYsMxAxbSunp0eNQ53TaNaIrCAVfFHDtwnm/eDSZVBdCih8LBW/UoJmilTu8Hey1c4bfxetYtKKl6gsWKjRlgwuU8CXQNoPRgUWOeHTTjssC1Ea8DahMjRZLjgWA2ZpPA8ruvnQ4jaVYO92k/TqdT8DT4BRMwHbngeTECYnHRUJ6DW6aTIwEFTmsord1qYY5tItESjwcHw1QsON4ge7KQWhc0RzUPSJ7gWRipVgskG3lVjIhLPwotAlFYeaGIY8hRDbpLKFDgjgrDNiTEmvQU7yMVK/be8P1G8YHuFF4bPhpGCvWEXxpwMQpeZdKUm1qGDt9nynhzCSu6Ia0dSgIdcTZ8dGMjERamA8iqTbpqoy94zNC7hAFr+d8Fzncahs2j6+OeLebKC4Jo1eKTA2OB5BTmbGzqQLDX68lNN90kr3nNa464/ZJLLpEbb7zxXh/37ne/W2655RZ53/veJ3/wB39wn6/R7Xb55VheVqvKMt0Sx5P/Wq6Xjvj+YKFUK0q9i4RTi2ZfTqRskr5sSqSGgqGhjqEYnfAKEh+kuK99sIorSDCSMLMjwXjFSIVFBn1l0tyf8ooyw3gGi3gtkZJZh/tVaYbOBNxDrbUN0imszSFVrNt8nmS8HWVNB62pTwevqlFIzJakAptsjDxgq475PRa9lo0pkI6KBRuLIYinCyWpHRpKhkRUEBLnStKAr4d1GNRHQ0cafUgybWxD900oOyb0/Cw1itJYHsgQ8lMUIDNFqaz2ZZAkMpgtk1iJBb0ArxHEv4NngaLGximl9oDR73UoQVDMLFSlLtqpqeJYFItSROFC7oMZcOE5jKuC55G5Cj8MvAAqJqZksZ+lXpKZxQGdQQF8Tyw4D0UKfqbsFs9vvIuircRldEJmS1JlpwFtAmNHotNCm3V0P0ACNbImCjeMViZKUnF31IJIfTWT7iQ4GkpwFTPiwu/KOmmRDBOjuu43C1Z0d6zbgaKnj8Uc9ubgGFnHTCqJ1GAUh/cZ3QizOq94xo7l++D5ahYT358qSDUTmbDAwAq2B4UJuhhQTPVEqoiM36nEz2zNxidFkWZbeOwQXFjpiKRNkdm7UdSJJNbQSlaVw1TutSSp2wac4p83m4ZqKoLPna1CJqckNvXsOXDggAyHQ9m1a9cRt+PnvXv3HvMx3/3ud1mcgNcBvsYPw9VXXy1XXXXVPW5/wVt/QRoN6CzHF//lnb8i447f+dlzZNxx+fPPk3HGS/7zQ2XcceXTNuk8/Ytz5WTBuH7etFot+ZdLr3uwN2PssSWlanJUTHKWZfe4DUBhgtEJiofzzz//fj33a1/7WrnyyiuP6GxgTPPel/2TSHd8Oxv4w3/XZf8g/baS8B4MlE7fLbf+5kPYOqZnhnkMONENoJMoFCcti5i3gDakuEIOiy90PUigs1GKX/294lnnyp985vvStUsByAYhX8W8nDbm1oKmYRNJfCD7iTQOahfDOyccv4AE2kikcUDHL2iv87lANh2qwyjg0k+XjNL9EqoSkj2VvIoWP1v4xuUgeRFOlGYB7hHpZZAITR7q/hY+ssFr1IYiv/Wih8lffuAWGZrRFAiUtOAe5PkizDexDoJ7c7ghWWlVbdApB8W4AAoOcB98omXEVHhGqCU5OC5G7OwrCdJfA3wOJ5ri8lozZGxkY34TzAWBXTgyYciRUIWQen3oaMNdRMuVgvw/zztP/vp/3qLvIfgjTXQmQOxE2wDdlxKPLyXBNFbT16aJFpJlrbtCAqjzOzFdQC5NHWnAmnvj/AucG/BqwXtKXknqaiMd/TDoDZ4bk6pSwv3dRVZdSJW3gjEJ3GjJ6aEhGLZRxy5uZc6R4GRBfvenzpE//eT3pYdRWFU5Gu6hgfMeHQofDa53CiVhOrUQNiYU54Ft/aYer4e99TYZ7LlbHkycLJ83m9rZ2CpkD0BnY5t2Rja12FhYWJBisXiPLsa+ffvu0e0AVlZW5Ktf/SqJpC9/+ct5W5qmLE7Q5fj4xz8uP/MzP3PEY6rVKr+ORh8mR/gaY+APv99+8LITsuW2dPgJrUzjImR/1lrPnIPREKndLdKeEil39IO0UxcpHBLpFUQ6kyLVAyJ9FiyWg9IT6dln2rCVYqKhC25XpIMRDcYJMOmqadFRWUxlbVIXlvreoaxBCstAMCVJYkSD16ruHUoHbfpBIoV2Kj0UCeB0dDMuFJ3ZIhcV7ptnkhQzqXaG0lkoM/0Ui2wPC9MQHhDYDr0PiwqoOci5zGSAwgIR8iisLFyN8l+MBybB0YC9uHIxemi/D5W0ipySLgLUUuN12GiBChRkl2SqusB2YGzRqxYZ0JbiNqg08JQuqYUfSE8dTQtQpiwPpD1TVudTG6vQKOtwX3qQliIDxaSa9Lagn0YqA/AgWilj5REo18P9aH6lMzHclwokTHv6KrulBfthPTfbGE2A3IqCbSWRFuSdBQ2OK3SG0uPzD6U9oQmzLLiWhrI0V5LaYfXzwPvphE0UMovzeK+GIod1HwYoAFCHwZkWPA0cghUrznqZtEuJdJCDspZKByO75aGsTRSktJxKH+eckYfxMJyHfRQNOM9ScIZSWZ1S07nG3ams7MSYJ5NsmEjtsB7rdjmT5HAqwz4KKJE+jiNGJ3g/UIBD9l0VjnFSnNAoTt22HAmwZZEODL9QcIAGw8TkVPqrXRk8iH/jJ9PnzaZhCxfv5AHgXGxXzsamXvpXKhVKXa+//vojbsfPT3ziE+9x/6mpKfnXf/1X+frXvz76uvzyy+URj3gE/3/xxRdv5uYGjheYp+ND1uSnuHojy95IoLAsx9UaZbArevWmBkwWL9/KSaNk7pPwqIS93rTJF3E1abka/rwoAsCRQKFBl00jV2IuT8KnySO5iTAMOzykKyRDy+CVUTfDK+tcINMCPI/G3eAk6M+aTgqPEFVmwHuDXYmRqZhehbtfBRQuIIbSdAtX5UsDNYpaR5TUMDYkzGomS3VJP7jRsQDA8aDLKEy3SO7UK2iSNBuwFFfFCAmc7jIKxYt1XAjbdyWL6lW625CjyIEcVtNj9bh6BopmpmihALIp7ufW4CweTObKbgZC2VDsmfMnlTtY081si4t2UYmvAHkhiJi3C0g3TwPcwAsdCgSuodBwvwyoTHCOjYLyrKuB18F7TVWLyZ7dL8P3nVk2k2qOhW2mYqWD7oS+Hvg/aiCm7yeTesHbMLdSGsLBq6OdSXtBuT6QvKITUlm2nBfwdqCWsu3qzKtKpn4Q/BB3bbUk4knraHRUcYKuBy9yQYpF1wOdmGlkz6g6qj+FYhbV+hZedQcC23mMghHHC17wAnnc4x5HZclf//VfU/aKIsLHIHfeeaf8z//5P6VQKMgFF1xwxON37txJf46jbw+cBKhWpLKsH7CaL6GmRmTlW4dDfSv07rRintW4ebaXTe6KD2bakMMVlJ4XiUzvtQUYBDrLuWBAm/kYwDMDjysP1EaceRVwu7Qwr6ygCgMqAeaLvALlIsSgLl1g8TroZMDrg4qMlYGZQeWLPJUbaIu3VLWR22+r+RaMuqAcae8o0x6bBQ3a8mbgldhCnIhafNN5E4s1SKm+jtiIBXCCJRxQafw1NKOvrnmGWKIsOiCMekfnoaGupGu7S1JHHoxJcbVg0lEAnxvqm/mSFHtIZVUzLqanWkAdoO6qusBr/Lv5fZgyxYsPJ7qiOEhM8cPxUl3Nt0hktaoBMlbfWabRmnkauz1WWDDPxG9DlkkFBZ6SRP2Y+3Fv3N3Xba+WVN3SQcYKzglN2kVR15mFrbsaf2Gsgu0qWBHhRSsLUjS2phOpLaoNPeBeLwz/Q/dsVcctOF94LK04Q3enCjm2OYXi/GXRMat/EyykUXjBt8MIoiim8Xj4avSnVJHCQnAKXiU6+qOiqqDqFKlFENtYIYsxyqbh+c9/vhw8eFDe8IY3yJ49e1g0fOQjH5Gzzz6bv8dtP8xzI3CSogCLbE24RIcDluUAi4FJ7SCAk1E9pAUHCgznduBKj1esPYugx5jFZKu4yls900MndA4PW3J2TWpJvngydEtjv8EbwTweH/rtBXhS6CIPJQE7JWiZd2zRgZqgqa1wyjctSIzR88hVOTjg/er7VULKxRuqBniG2JUy5yzgc7CYSPgYqFH4GCg1LOHUORh8Hg8qs0VXzByLUl38HsoRa5G6hwWlvoO8W8I0UbqHqowThQc7NPUCRw6pSV+xSMOrQ23PNRFWfSrMGp3vk3p/+GtCdst9MyM08iXMrZNZKUysVdlwYYAOgm5zZ77CQo0+HpTq2tjIFUXw2MC+ggcCPo+bc7k8GR0F8wVRe3dUV+64mifHUkUzUFt1la3isXBRRVqtdiSwfSj8vIDB+86EWsqZtWBTkzAz1eogp8WMwqYhfzZ3WAtk87RhnGedGchv0dnA24CCzNpLVkijqGFHCVwNKE6MLwTg/KaXRppLW9HlIMfDUmHRARyZ47VdsTOevLNTFUmMUTYXL33pS+X73/8+JaqQwj75yU8e/e4973mPfPrTn77Xx77+9a/nCCVwcgKdDSxO+HDEQt+ddzKneWekImtnWiaJmRt5boR3Myh/Xcl9DWqHsQDYCmg5K5Qf4nPdnDsBLoQ0ETODLSweTOrUdjlNnezDnd0GW6DwukrWtJewEDQWK2Y+hW3pzJV4VU4nSgv5cgdTkkJtVKOZIQVyCHzM4s/rPhZc7IxMqdJXLEC6kGhqqnYsnFzJhdQi6zFm8awRHRchA8aMsWgRrwUNJafoiiDNdYj0277UDqiZF8igKCwwHqGFuXmGsMU/rYmvdBQF6ZLZMFpIoIDyADfuU70o7Z2VERGU+w47b9iyj0ZXKDIH7OLwNazTwqTahbKaW7mk1ky/cIwQwsbtmbH8FTtOfixxzMEb0dRanCOa+kpuCt5PjHaaGrZWca6H8X1wm26Mdg5w3HDOgChK8H3RDgUKIozd2KWYwfFI6K+BggNFgbp/6piKElwLYuNzgzSM+s2krbzNjNgggS0ZKZoBbNglc8Ll+85OjEnHS7BUT0TWtlKTGQhsHqJsDmwcpZI6IFbUKhwflrV9al2OD0sfV2AEgCs9kEVpSY4ZtXUw8KGrNuS5IoUcDvsQB3GOYJcCV7WqPCiRzZ+Q04F8FHypKZbaUHPxxuilpaRTPNYdTrmtxrtgLgZfyPIwzKmSCac0ZxpyNIGrYSz+HGNgETN3Ty7yximgJTs6GVCE2EIEm3Msiuq5oYscFlYssI09apOqYwpzmDTjJ39+5cXo63G0A2dPFBWm7MEiisA4zTjRYkW9NLRT0VmoqJlVtSA9BKqZKRkTbjkG0rEHi6xZzL9kFKiGIDN0iPA4zzxBAYHjABMwdBRwrBj1bjbkNN3iOKuodufYTBtvkYxqChcHE3KR6WLbQ1UPvErAq5jXoocqI1rUgyOhtvGeMYPXHBl20dodBYIWYt6ZUPt8DeZzFQ9HGStmzW68FXbPMPGp5V0yni/wzFjKyP2h6sUC2lgcWIaPG8uxsO0YN2NRuxUeG+9cJbcn9wRkcJvwGuQwMSVZu4QIOZTKg+uxEXiAkYWDaCBw/Oj1ZNA0Ihtm3zuH5GTggxhWy4zahqz0sBYZ+HDFF67s2CHGlWTPruYY3a0fyHAURWEC4AOdgW64asYcfU2fn2FnJnfEQgDOBiyl2d3o5tJVyBc9YpzjBDp86vgEwFW5L0DsCsA11EYeANUcID5CnjlVpIslFijlEGihwELAzL74nA0llHIhPqxX3+gIsDuBBdKImCP3SVt/EWxGF0+PPEfgWVUJmGzTw6HU5Ly+fRrlbqqSNhQjA97POSAqo1UHT72q16TY9fvMbW5C1TLk7zAWYUgaOQso3DRoDv/3ogPbhcVXO0e2iCNt1YoqFAGj3BaMeBb1dhRHLMKmTG7b1+Ol3AbjhHTh8KljIhQ2msZq6cI2QsP/0T3RUD6VyaJzM4q2R/FCNZIRZpm9k8vtaTs+V7DEXMvuYWdMR00+WvIgNWzn8jlICTZV0RpIp/nYi++L8S3YFVuwEQos9Q9rIc1twQhxWs/5kVuuieYokZ3AuYFjoeRrKY+pkdapiiyKjUDg+GHx15w548psCZ/M9sGb+Idn/kcGnwyoUnwkwpRLI+txXm0tbHwwV5byNrtmSphLKC3LbQSD9jg9FUziytu0Be55F/B0wMwdXwxWYzCWjlL0Z+18cD9cbVHJOxzuQUFfCrPpxpe6lvpVMq689YqeIxCMdGrmTeHpn4kvUtbhgBfHlF61Un0AfkJfuRVYqEmmndHfkyRJ5YlyIVjggL9gRE4UMszlgNU3Mko4roF1uP5fF0LdfnRV+lOlkVJGbbZ1DINCYjBRssh7vAf9dfHrODYa+V6GHbopUvx5aP9unBfyYDD68YIHJFbLkGGXiXbfWozxmLHLpMofFh0YP3Wh1lFbc9xGbgx4LE3rZqBbMoHOmuerFKS9AM+OTN1h6YOh3SnACa/YDnynjfuy5ccUIGFFaJ3xNFqIs9fzhLbkHK3puUOeSwscoEQ6czYqtNRXemY0/By0IplhbdbBMNt+54QgDZk+J5DKTtp9VpEFg9EZpMOYF0U2SmA8EGOUwMaB0QMumNn6xcgDxk4WIQ8S5uS6ljOu8JZyNr4HXPnVXWOfjjH8g9ilr2T1W9w3jMD0ex52hsWD3Ajknhj/AyRSTYuFgsC6BFggkJ/RTEggRddF2+5aYOAKWrMxEmnsH9JzQ+WtuZTUA8Zw1e2ZIViA8fogiOL20R+W5XFQ2mkGdswTsda/hqLpYgweAhfP6TK3uWhmW+gSMBfEklX5vJDFritgUHS4D4fyNTRADQux5o3kybX4Xj084FiDHQ3YV0wVjfypizMzTEzWC6lsnriq24sipnVaVcme7ouCY42uh3ExWMCYbBaAFTlemwUhuj6rug8kbloXxDkpnpaK95Cvi06Fvf/MUgEB1UPzRpk1drwtKp45PZNq9kV+j6l9wJFBR4K5KTQg0+A0QHNXPBtFQ/+YiVLXbWA4GwoXex8gg8Vtg3UdOC169Wd2S2Cxvt84IlYkj8inNSOIeuJxDe+/JflaSm1vBoSntfiEGiMkp3A2ShQbgY1jekpKK5iFYxEBwVCliSge8MFaPaQLAa7aSJib1C4IY7QH1sWAQqWtbo+4H5UsxsoH6LJoxQeJd04YREFhpEAsCh645cDzYbH1UYvLYzmnt6tfXuEyzlwXRpdkwmcDvhnkGdgoAIsOFqQyRhUwGqNXhxYNuOrWoDeMGyxgzILGuKhRQaOmXZrwCZ5EPi5hKiqKClucEbvOIso6BdwvG5U4ARWdEPIKQCTF+IBcB+VewIvDxyfa8UnyUQKVIpaeW0oo1+VoxwofD11zEqnzKJxz4VJZV5twNGWdEee/qE9IgZ0mwCWkfM/sdfA8JHFW0CEo6rjEihV84X1CMYH7+3iEXRsm8urz+vElj8ZSV9FNYPdjqCOR9TwNjk5mVRqNwgOvRzm1FSM8/qZ+QieDBeFo/GQeJvCDqSTS2qmFK9Qr3EfjBlGqzVFd7piLx6BgpuKkaWOVlkhvVu9Dvko3kfqd5gvSBd9EuxtQfAXGCFmMUQKB48fS8siW3Bn39C+o4Ao7v5rzwsEtmQG2ja3rgaLDlSH4EOaHcy//mZ2RYW55zqtHXPnRqto8DXDFa/4ISAT1P2xvyzNeHleuVpSQGNm2goLzevWXwBU79gHPzW22/VMCqye3anIo2+rmxzF6zg7GNjgQqnDB9tUPwL9DF0ffRizqvs8jYy3zmVDDKFV6OKGS8fEcOyg5kwZi9lgf9WAB57iEcfNKAgUHg6MKSkqHyglpgjhaYqHAURAKES7iuQSYIxamsjopQY8ROyfWmXEvErdRR4GnduPacRmBHQklfiqfxmzETSKL4+p8F1ed8GfsG4im6G4wRTfle8tRlY00SOT1URiN4nTcgm1EgePdKhYV3jWDDBrvJZ4fBFXvdqBQxGKPc4yk3HwXeB5b1wa8Iu9MOMAzckULOysTSgxlsYxzddKKkFUQX7VDQskyCsAGjmcmnZ2ZDCbVI8bHb4ExQxbFRiBw/LCgPLDm06rKArWAABkz/+MiCbSqRFH6D1j6q2ebUJVSB3sfC5C5jbqXkclhq4czNQRr6bgE3Ql2FlBcoJ2NtjtVBzom0ba8Xs177gltqGFdPqG21a1dJV2EMFvnlbPlpTTd00GvfNdf2ULpoI6pWjToiEjHF+iG0ESrh4RavVpHkeDkR+V42G71c1UGVQ+uzAQvZBX8gUzdSzlu0V/qlXlZ2jvLKlUFtwDEU1vYSepc6as7Z5I/zpU49Lcw51A+dh3HQtYnvqJL0U2ltKoZMDp+GUrtYJ+Pg0rECzR9gD4ns0fqibR3llisuPW7Fi9aEHJ/6Y9hkfJ2DvDq3kilLvfFcUCxxG0zvgbGYj5OURKoGqvhfSK3AmOhFkio+nwoOqhimdTzw/1P3JgLXyiS0O3wggTniBewNHgzvg3OC57HK2rS1Z2x4ogScKifzMCO5GXlZKCowGPwM48Zxi44DOS7aLej2EIHCQRfWPWDe6NeJ+w7348wykBgOyDO5MDG0VN2nBt6YeHAVVp5pcDCIK1lUj1o/Apz/mRA1YSOTtxym2ON5YRXh+Rn0LpZX4ItfKpY0CHIiwqOTcxnozelEtdKy/gCxXzhoh21dRXcpjwng+oiwk4ArMlXNMYeBFPnWQDq4InOiHZDdPE23oM9l3qB4Ope/6R4P0ap51ftqsQwi3ArfoCR7bgpTVzhUsLVOUmm/juV87Jo4gKrfA5fJBE7j7wVDV+z54YvBxZfFFO1XOHBAo8k2YJUMUqpgZhoXAZz20QOCrYZapxhpSglK8i0U5Nx3IOCQN1YzYCMozEdwcBhE6CxGsYicGPlOaAdntExMIm0dirsPZ8q5iMO8HTYNfICRUmh6v6pHiZ430EohQQXz83iEZyNOYxNlF/CY0G1jx4zlbHqys/zgSMcLZYRyIPXXX5IQSbvTKU9r3wP5uxYlwIcpJKdA7AqF1PM8BxvuLpFRyo4BoNp7XqguwFeBrol6ISUhkakdh87nN8NjORQ+YxhFskpjCRMvQKBDaAI9QJa81jIUunNKRNxWEG3QDkcJMqZmZcrVSBfBXzRBasfH87sjNhIAT4aABevjo1X6KOhH+Kwl0ZGChYNb4nD3ZGvD/UJeBLmwcDXwtW7qx6QqWKKGFwtk7uAQC2Gk+n4wqWQeB4qEXz+bkXOwBc1tzXH6MeMwtyLgym4lgoLdEE6NSIjU0mbrn1Vwy/yLJDvweOFq/SSdj3QCTBbchQOzDdxFQdzYfQ+tCCv5H4WMOTy3BKSOG0cgf1lHgxHUzpWYWFEXxMjwo6UKsih0e2iIRlyTYxIioWb+2nkUIxLKCWmA2ZuHAauDDo8IPZy7GNFH8dWxr8B2GExTwx3/3SlD7bJR0c81uDHWGYOjx+UTyTj6nuNY6IETeWCcHyF97sOB9CUZl7a8ciJpDwmKB5sQcDxYo4JOTe6fSgOaovw3BqZ6P8AAHbwSURBVLARiBVNPD98IeFjrWiGtwa9TczQa0W3tzujhVRvRq3KOzuG0l2AAywOurZ6SEgNjBeyGKMEAhv4w/GFHFd6aluOlnDtIIyaEhYVLvfzsDZ4DLgluTs24j5oM/sfY3vHuvwAn2uja1LN+QzIqYAyQgmneRcCvACMM6rLKk/07eOVekPVBU4GxHcoT1TFoT+TOIoCxroGWExQ2GDxYjS8yVJ1jJOrQNTWWl1GVbWCsZD6UGDBVyttlWhym+ioabs4NGMskj6VyIHCBdkg5D7YBxReC14cKCLY6QB3Aem2VlBB5goOgrbrNc8EBQuv8tGVwWgCeSu0HHdfdOVH5GTSgqztLo+KAUpqbYSE16PUtJPqKMe9SDByseejwZaRW31k1EJXYHUozb0aAEeVjDtrunkbbu/geVTx43JUhtZhO2oFqn2U+IpzpGQKGuXoqIzVMnSMwMoRmI1t0LXyzkV3RouK1kJx1Bni+2lKFk8Kxj6R67KqqhP8zI4F9s/cb93USzkkxtlAocPYe3cbzc9lcJXA5eDYpKs5QXhs9UCRslfKXVnUoSMVxI3A+CCozoGNo4rV3wuHAn02+jOpqk941ZZLAZ3kie/oVLinBiydMetGfDc+9PEhDltnJ8jpSMDY/VZoeOGiC6Lez8cj6BagkKCLaC+XHeL5cEVKaaWNQbDQ4soWV664qvWOiMokNVlUpbboYqAdjxfXxdcXJhJKrXhxXgKKBrx2f7LIhVfHNLDwVikr5KYcyXiRUFIpJxNfySfQxZqdnEZx5NSpJmUaEY/uBm3Qje9AAqnlkGBx1tGOmY2BR2LFEyzYOU6wgoiLKc3OtOCgERnItOsKOI4/zA0V+4DxCaLg9Xk0FVflqspX4TiGeSf6+ObeIY8ntpcZMtM6TlG7ee1M4bh44YHjzAW/BjdY5d8oWTXnynC7TJJKG3r3WrGi0dVEbhTG42nFI88/pLgeGPI9AGeDXh78vxYiLJpM+grzLx/hUToLfxjyfHQUxePe1s4czmcUE1SlVDQXiJJuGwe5Nb8mzWqxoq66UDDh9XSkiAwYnE9SDJ+NcUIS0tdAYAPowckrk+EErj7VkrzQ0awUSPxw9Uab5glLha3l7op8+KRF0EO5Qr8N5Wy43BXg1Ss+1BvOndCFgM6TlLxqC51Xg7hSZGKrKT+qrjLR58L93OGRluUWMoaFiVJLGk7plT4WEXRPAM77UUhQrZCNFlUsyuSGUBGSjEypKIFEBkkL5l/q+UCjL8TLd1LNUCmvU2yAt2JFFeWeMPcadRvg6ZCbaLknB3kcNI1SBYzbudMq3eStIHXiuciLaQ/42oxtZy5LUaoHe+b0iVGH3k7lzuGByngZuGYJsN2U+8d0XEhRYSDG8LKyZrcYaROvgePiHhoAk3hX1d2U0lrjbNBQyySrKJaU8KtFhuauKPEUBR3u42MUdwcFmZcFiMmWedtaSpt1diYgfUa8fSt/nKuSfLvofkoXUy1UGa62Tp0EC3N2vmrrCKyWVIxzDkUFn2vCZN1eXPP59Ut5IOYWamMfvtd2Pg4mjFxaz2TYxPgrJWejP4kEvKDVjRWyGKMEAscP4yKgowFfgD4SYF3ialbl+GClm6dlRnChaOf2zgAXfvo25LbR/qGNIDa0o5lDUVGJIT05uDDkBktubAWyKEmkHE9o8YE5PZNSGaRmbqQsRrTDgS6It/dp3pQZeY9dkDzPwh0z/UNDuyIWroYRSb3AvBNyAaaLxr3QMQAfYle3eIxmZZi8lq1286qwFFl6ZyDBFYsjfDnA08BiR5MrJYrSJAzdivmKFmIWba/Bazry8H0dNDF20A4FLc07aiLG+2DbMX6hy6juo4fLsSCAumIJb5JxE4yLwZ/RyQCh1a7a6BmCfbbXBVDgoHOELg1MxcilQfeFXQcdNVAFAttymoFhNDKkxbm/x3hv2nOQweahZwCKChSKLDztPWaRZVblLDz4vDaKsoKVMl6ksFqnrHZIR2HuKMr3BYWAd7tMTuw5PoyTX9cXpoPumktkleDM4hvF5oyd/13t2nHc4vbl6PStuO7Zx4aZFNoFyaZtjBYIjAFijBI4sRNotcirsbSK1FGV8FH6uqZFByWj5j+AbgdIcmw/s/OhX+oGmo878CHtnA2Q58DzwGcxr2RtoXEzJB3N6CKDbgT9OGDk1F/nVOp21X4lbJwAV7ZAreBmTSpv1AUPi25jnwaPUV1ivhAA7otFjkULVChwmoRB1UKFix05ERjTYGQCngbUJa0hc0IAPqdxCpwI6PHzymfQ0Y7zKPg8RnL0HBSXidJ3AtktSKs1YywUKsxSscWTPhrWGQCPg1wM+IVgZGEFFMcPhwd0DmWy7GQxJ7fOw3fbFB4IwDMfEhQQNAuraOHl7xsKMZfUMtxtGcdPX5OJqQzJ0+3R90vHNygyaLo1rfsCDs6oUwP7crqTWiHLY6qFxsRdPT4O+7K2y23Mlc+xfsTGhFryQ8xoDAWnFSGeOUP5MZQlZvKF7B3ttJhBmQUJanfMzwf9NHW3W/I5rMCB5FuPu3VA6PeSc5lYfLQKKoFdLTDYEG68hcOoRo4Mrgtsc2SnbmcjenSBjQMEzbp+GJYXLXJ8SoPZWmekUj1oi7PloKDQ8FTTAbofZZtvt4yT4THdNGfSl8CVYqWlH+ajzghIeO7PAaUATJ1gGX4YAV4608fChuICBQxu18jvPMuCjqI273cbaY5LaFU9lPY8JKTahcBzafS7bXstJ7Q6PwGEVB6PsjpisthgCBe8KsAHUWUFyam4qk4TqXjiLJ0s16kmUAxBgQHvCFOb8I+VJmT6AwoQJSJqhwMdBSVGqrkXJZ7kjqhqxC3FPbNEHUVNaoriBZ2IgXFVEKaG4m5N/Tawj1xA8f+ZsuaImP24ZsHoJ6B3eWjJjiv5UchbQYbMTkmEthq8v3YLMJoBj8TTV9NSfv2D/cAoCwRNgIF44FOM3E7VnAvP214wq/deRm6OcnZQXCZHkHk9eM+Joep4C4WKyXEthwe3OS8Iail2yVb08WUYzVHuK1K2YgOFTccKidw+3hJfrZhmAVLVroYTS6lywUFB56ShrqFJHxyTlEWH5w8FxgNJ3pQ7oefYjojORuCE1Sjga/SnhzLY1aMpkV59Z/xQxdUc1STgZVSVp4GuB+K3Rw6KFmKF++KqkfwIW6hKa7l81ccZLqel7wIixWc1EdZVALxytkXErwR05m/OnA1dXPF7LmSZXsniKhdX4GjXe7cF/ARcPWunQve5akUNrvA52oBXh5E79WrY7M9tHOEZK7zaZzKqLuDe5cCivp6Q6dkivOoFd4NkWjOssiA37Cc6ASiMlNugdueujuHzgJMC8zDKSdX8C50OviYMs9ZA3Cwp9wJurOh0wMjLto2viXGQRdyzW9CDvwaOT26sxYW3CattS2Zt6zYxfM0/aJg/o69PV9VDalimhYweO7ce92OihYW+X8xDmTDbdSvIRrk77DJkOaEXRSUdR01Nw/cnNzfzY7S+yMT7yeOKQpV5O+4Lo2FsTv6kQy66O5Bqm1kdgPtWVrUrx6LYrz5pp2/nLIL4Vo2rQXKocjW8mMS+9KfMX6MxlKScitRBSAoEtj+i2AicGOpQDmDhSaR4oCzDSSwSiZSWi7Rf9k4Cuho+SvFuBn5Gi5meBpbY6h2NPhwfzYMDPhf4MMciwlhvG48wOAz20rQNVw8FOowaeRCFg3MC2HpPtdPhqbBY/Fy1gk4HC5cZ9WpwJQUkluRWgFyI2HjznmBAl6XGYhtau1RtgZ/r+/tWKOii5jbu/IOD/NIktu4zAuD53IzKQ7ywLcrzUJUE1TomnSXnogGprY6WcNWvChkNn9OOkkpfUeSQA4JCwzoPGJVgW5khQ66IPtazWLi44zVbKZUneC5X8qAo0E6NK4NsJGKdGzwHxyZWbKjFvBV+VmCiMMKYyEdaVBBBdUNZtHZJnMDp73HROxEMabPxCx1CtdjRZFaXJuccC1qpN7VToXJWjEY0ARa3owjFOQmQs0PZLAoDUwDNmqOoyVs9TFAt7PVxKE6gqBp1Ney+UKMgjA3nE26D66i6uaKTp9sE8zvlv+A+sH+HQVhRpI1KKj6ixwrZqTtGiTM5cELIhibTQ9sXV3f7QVDUrAd4BagjZkY5LIhy1YN6RdidsyAq89zgIl7SK8b1izAdGNF2piRWW+Y+QtFOAq4o9SqVXQsjCXanEmktqPEW1Q5okZu7KFvkxm3QRQMFghIw+ZrmXAkOgI8TPPnVf2ZRA3mkWVtP3tZXImiGwqNszpr6uugE0FXTJKrYHsoqjcjqBYTO+pWgWt8/kIm7+hzhcGSCggX+GLhat6RbEi9pn47CSmW15DEga8Sull3KisIIBQeKE3QTsD2Q5uJ1dESk3QWGslmXQKW6WjzwGFI+qmRYzSexMRRTZpW8qccEnhhWGJoc17NL8PzkuDTVMh4qGCqM1nl/OBcF+0SyKDJcKFXWYsDD1SgzRkfGzhe8bygayaWwoDkYitEozZJz6ZfCkVpBKmvg4sCdNI+iZ3eBXhrmg2IFFVQlPD9BKjULfhJ7rbMBC3PtyJmXjL2frsRyXg5eT99L7e4BcNnF34jvCIzydGPwQ4xRxglJSF8DgQ2gXJakh6vrRAqtoqR1vfL3YDFEZvMq8qB+mJeX1pkftfMuhre5eR+4LK7lQWx0FWX2hBL8OFLAVbhzDdDWn1EliXcHsDA19iuPwhUl+L8TBfGcbg1OJQMeN7LyNpmlSUF1rq8R8jCDIsHRRh5UdrQsFIzOnbqwcrE3tQiAn2nnzUwSmHdpV8CLm/UfRK4I6c6WzMjK5LdY3EDCxKhnyZxaLcYdX1RykHipnQkdM1hwmKlK8HgYgrmElO6oM1qVYB9RFGEfMK7xhFhsq6fT+vGmTJXdKL0dBQ+2CfvJDsu64hFAx0nHUrpNHJFYBwQZMgDybLzocVUSj5ORNzVd18YcVJLo6AddKh3FKR/Hs0/YxSoLnUJxf1rFm5poZPFuRQreQ4xKcOlF6THORRTEM/BrUUk3eCB+aYZzlGZd1bzYoDS2iw6ZhQfayI9uobN5caKybH0MCu7+FEZOQu7T6Jzv6BhFmtDMbtPL2MCxkUVnIxA4fmSZFNdAoERoVyK1PRbQ1dAig26IicjaWfpBihFKd0GLjc4Ou7LL8nRMJ9S1d+YpsPDkII+DVuH2gY05Oxc9Y/8PtdWNq0fNpLD5u1tj0+tCxzGabWHFiXUWSBoEryI5UrGAxYxR4xYL7yMaf26OZyzzheRE63Qon6OQKzbML4IS07rKWWsHtKPgoJLCLMIrS/o7FDNYBOmqacUVxyQmmUXxoooYI+GCH2KEUud8ACCper4KOB4jIigIqCRmaieB/iUcQaFTkY84fHzESHeQaOHTMakcDYw2sD8oaDSF1wPG1uWfkBjpC74u5ryvFVwk82KUQSWQvq5bzXtnih0ych88CyZP2sWxxVjEuycsdli4qjU83k+OnGBbgeIQpm0Taubm3ivs3ICjATdRU4ng2KPI9QKHEmw71iiWuW/ms4Fz2x1EyRFq5MRPJ4uiGCqAEGq5KPhFGbLxWia1vUUZTJrHRzWTZMWkWesyegKB7YwYowROCIiTxxild1ZP2mf1pTc/lNo+vUr1eO3afjg5GqkTXgRdu3KcVuJc8y59Lpe/Nu/Coqe3MajK/ApwGxYAkExBGuTVJbsQuohoYqxyJNoL3hEwuau14HE/fAf/A/CFgOMB5pKoTTUWPvg8cIGA0gBeHChG0GmwDJU8LdU9E0zt4pRzuzpX4qI6atKFFAFiM6VR6x4ARwFjDnQdNH4ePAg1CWP8ObaN6h0dn1A90rdQOIw0oDpB8WBqF9qtW8HhJmT+OlC0YIGGfNZVJn6MmMFSK0j9ILJNlJ9CI6/VoZI32Q1SDwwfQaEj4gWSFjRaOHEMZYUZRiIsyIwsWzs0ZDdEiaqpmoGZ5bjyMtTR1UcmACSoagaWc1xoY1/RApLvBUce5r5poxWMUlCMKA8GIzTrYNnIzYmj7EwgKt6lsnaOsfOAgtI8V3wbR14w5OLoa7ts2zt3dNdt5QU1SNK4b2cnTM4sV6WHDlM+dtROjiW/Rurr+CE79fgaQBQbgRM4ewqSNkHzT0hmK6wVOVLpzWlrG4WItv8tZnsln2F7sJnbNfOKkVJR7VIwH8UMwvhBTYdRkdYOvcKEp4arXXB16iFeTNi0lrqSAvUqmTJWCwDjgmLtc7puGtkScL8FfEdrX10qtUhhiJs5jXJ8gaJmHoZm2pGgAqOWcCHFbRi9OC8EXYe1nUVafXP70BUw6Sv2ZdT6hzKEHhVqkIUFmcRIJNkys0XJkzTBmlC+hktXafmNMYwtoO4Zgd9DYUOzL1N7sAgBdwN+GjNFvqZKlFVp4l0emJShs9FeKKlKhQZX2hlwDkpzT086CyqJ5ZjCOhHgTwAoJFAwKVHW+BtW+LislqeT2YyrYVquNkGXxXNQlPTrqbv6XnugHQPazPHUlU58n9fSdW6wCOJLNZANKhN0cmCXjiKIx9gTaFU1gmNJmW9Zz5eRMVvdxin2CYrHsZhAQYJCu673oXW/FSd0ErVipXxY+S/DdeRQdAThV1Nso2ukXRrJwmdjnJAEZyMQ2ABsnjycRk6GXrGSGLqGxUH9NnAFhyKCH6Y17RL0plVhALUKvTka+VUfPqDRkq4ZeY4LGmb4rujgAgd7be1a0J/Dqn0UNiD7uXqBhFF+6OvC614ZdHv0tj1klFCogF/BDwKT8xqHhHkp9QJn/1gAsfBRAeGBbGb3jQh0XO1zcUQ3o6XGVC5jVS8ODUIjF2RtOOJ+aOZLppbkNJFS2adzJbxbofHl2l1w5QiLBM8vodRWFykfWbhclx0ddFVs/IJODfZtxLHgiEGlp3QPrWF/1MiMslZzsnRliXcGAHhcoCBhKqodFx0pmD/GlHqROB/Gtx2FC/NLrCjAY1HEoLPkbq9uOKYprrlJmHMz2K1a00IQYxMoXHz8okZv+hrcP+sw4b1k0TmtRSnOLxSgPG8suRfnJAnJTeuKmccGz0EqekxVYt0NFL2VpZzwTIdQFNFWMLlqpY9RCUaH0yltykvtRAbgbTSN37NS5M/l01sia9jpbXwpGwisQ3Q2AhtHt8crsAQFRks/wPEdjqKVQzBgwoenhm6xswDGPU25dOGsHjC7c8zCbUziXhrMO+FVqX65KoUjGBQSWOTX5ZzQkRGqkoO6mHvSK7NSWNDowuI8DUo+7YrWuQVYqOoH01wmS2WCLtj1Q0gkNT4IuQbalodfBBZ2FBrocrjXgy+MvMJeR2alPBbcDSS8rrNVx4Lorp6+T5SYmjMnw7yMr+G+HihoYFiGkYl3I7DAq8lVieoVdnbocZGSdMrxzJomsOK+nmmCLgzj1q374J0WjlygDDmsCbYubVUVSm7n7jwSJ9wysK6cjzKwTSSdYjSCzBgn0tr4CsfGyaJU/WABnzCuC5UnHnJnQWwcRem55Z0IdkM832XFuhf0UdFiBQoldn7cGt/ImhxvLev55CojqlSmLXTPmwt4bkvARScDqhNwOvhByk6aduBc2opEV1dYkb9BsrCmvfLpELw2kUrlAAq+RAoddDQwL0plcGdDCl20SKKzMVbITl2CaDiIBjaOKvrakE4U6XqYNsAhwFV/wvRXhLLBN8AJd5hR0/Wzbn8w7spp9s40TrJMiaLxGTpzIik+0I1b4QoCD2ij2qKpLW0818pZmoRa329+HGleWJD4WVRHUXQi1H3UslhwVU7Ohi7qOtrQooOkS5JA0XFJ1f+iiCRQvZpHt2P91TYfb0FgI0KryUQ9gwRX2U3jNHDBtIRaXo03kDCLQkO5F6pQUTIkSZxGjMSIhXwD47v4FTwKHyamUnkCjguIo1oI8Hkmi9wH/A5FBAogdjisk0DeBtQtmS727JqUbNGG2sdIuW6sBXC00ChI3xQ8aP9X7T3kcab7qXJPkKLKxZ3Hxbab44pc+UPlDXgZPF7K8XC3VpJdUfiY/TwdTDF6mcAx0SJjYGmx6F6QQ4EsEwvo43uDQitTrocrSqqHM2ntwGgpH4/ALdRTdL2jMXAfll4uc/UC13krOiJREnRnB+z7E2nvMj+attmTM39Hxyl8XCmTwY6BJGtFdgXZ7ShbxRYYqzHKieBEH/9gITobgY0DRLuarijIcsCVGmzLgbSWynAaM3x8uOti3ZtSx0Q3zfIPeW9bY76N7oaOY/R3METKnR7zEYhnUeC7SxHxoY0Fo7KEBVaJhKMPfpIBtdPB2HdEw1u4GzsL5k6JBc2vcF0+ub59j6tjjENQaChpE2oNECJ1xIEFT3kSurDpQjlQciTtx3VM4h0QHivz3cB3l0w6x8HdPZ17MZJrwqIcfhtUVKgUFc+JhVrfG1f4ZNK8q2/jFy08AF7x22tzQcf2WkFHaauNMajCgQyYowLdBzX8UrdRjF7UByN/L/U7ntN8RFCgkE+D9waP0S4Cx0HW9dGugb5n6Mr44k4+RqbcGB+zuNfHqPtiFvUYv5AnYioX75746MNj6rVA1bh4nI8IYQMY7mfFMMcikEsPoY6yLhVda/NoeTyvdynANXJeBh7P31nMvKTWjUERfDckr3bsTQpLkjX/HjIpHSiJzPRksLun8tfgbATGBFFsBDaOclkKBXxyJzJsgq+QsS08nBhKcbUolbtLUllG9Hoig4Z1GowY6t4adHqs5VHzCF7Dzx4Djg/9FGOQCbsqsBY1F2KqJfIOSWfeHBnBkcDChKtW2kjrwsNUWBYhuriPWt5YvDpuWW7GVOyCqCSTKgS0AcG7WFKVB36Htj8WKF6ZG0GUi7q7W1p8ORZPmn3t0MwULPjtefBAdBFDtwTdFpJBIeNc1tRSwLsl6sqpElSMR0gYNTmtKjysM4OOT1VtxbHtJJtWIQ9NpbWjpKMPenMYQRb3RYdjEQ6jXtTpKAmjIow83BDLCzB0PjimsOA3555QVWJpqywgbTxVwzEzAi8kt/zgMf6Nj2xwTFG0eBw7ijoUESh68Fp4bfBMcF9k3vioCcWHk39RfOF3TGQ1+S99USy5FaDR16oWEbg//q9SXVUrsUPBAlGJyjgnG3erx4ZLsKmOslh6dumscOD57eZg6DSZ/T4Mvxg82Epk7SHK03CvF/xdoBOIzqBUUunPD6S4pyqyUpJiDda0RvYIjAeyrR2jXH311fLjP/7jMjk5KTt37pRf/MVflP/4j/84cpOyTF7/+tfL6aefLvV6XZ761KfKN7/5zSPu0+125bd/+7dlYWFBms2mPPe5z5U77rjjuHY9io3AxjEYyKCH3r9I9e6yJFN9ySbRi8eHvs7sOzuwKKkNM1rJHBWwfWzcjKZJ/dAZaKl9OW2bTfqKBRPmR0zOpIzTpKbwROgq34ObUldCn3MjPPfEDcCUM4AU11SdHpk3khMeleSpvA6OT+yqG4uedxzYnkfnw8ynsAhyRGSR9K608Ct/LPSqPNGras9f8XGJcxMw0mDImXEhnJCJYgVwdYfzP9xPY+DmWpZd4iZf7GBYN0Q5HOjWJOSzsAWLK3+QKF02O8hYEDnZ1cPyMD7p2ra5M6f7YPCYUN6sShEvOpwk6t0KvjewDacVuwavcZ+s2wTguKLwoyIIDq2rGPVYUNuajoyUZGvvG2LtcZwmEv4eBaT7X/h3ED7pnWKjExJDp3F/DYRDoQCzLRrFWVy8K2C84MAIhcZgMPeaz0nO4BONfDPMjh+30f3Wiw4cQwtvA0gwncIYywIEG5nalBe08EnhrdEpSOlwSbsakwMZdooizWZ8Qo0Rki1Wo3zmM5+Rl73sZfLFL35Rrr/+ehkMBnLJJZfI2pp9cIrIm970JrnmmmvkLW95i3zlK1+R3bt3y9Of/nRZWbGTV0SuuOIK+fCHPywf+MAH5HOf+5ysrq7Ks5/9bBkOze32fiA4G4GNo1SSwh11SXd3pVdNRVbKklVSzqNBBmVx0Uso6cNtqX+I4xx2uWPPcim4yIgMObvGp3f++6MVAAzBMnMktsctU4ULeEWJhQzkwuICbwZwBqx4WTsNV/J5l4RjCWtx8/VgeDVRUF7HhCbJuoKC0llb1LEQqxxWCaYjCapldRSLdhUNq/NyouRR2nJnUlqybop1TCiBtW6DRqfjqlrHBm5uhe1CdDpb8QeVZ4GuhhNWuxNFBsQxuM2UN7pdepXPK3gUQhU4kCofhJyIckGa+1SiC0JqWizqmMn4MQyqg7mYdQDwmm417qRQPtbGPA56bJiahnwbW/hXziprbs0S9kGNwOiBYeMXKj5MzcHiDNsJzg2sz+HhsZxKayc8SvLjDQkrc2hoS44iItFzzAogDUBT0qfnqtD0a02kvcvSa228ouMv3Ra3LEcXCcUu7Pbx+8ZeN49bFzFfNaIzuUk6EuT+WK3AjhlUWmUUUsZ/gcy1pWMf8DVQeGD0KGs4OfAHkYq0zGY3ENgAPvrRjx7x87vf/W52OG666SZ58pOfzK7GtddeK6973evkl3/5l3mfv/3bv5Vdu3bJ+9//fnnJS14iS0tL8s53vlPe+973ytOe9jTe533ve5+cddZZ8olPfEKe8Yxn3K9tic5GYOPo6Wy5PtlVhR5azM2BpNMDJbjV7UMVuSn4MDXWPj54MRYhEc+MvvBhjgXGuRdueIWOBebhuL+3ENcXGnhNkPR8UdVMEzO4MoMt2lhTPpqbbflVPBcfjiqUaOgkUi6Q4HI0cvWCjhHWWZKDHNrMr8pV9gqOhXIUGARm1toaF+/ESru6tdY+eQAeVIaXxoK2f2DSXR0vYASD7419A7uvps3SuIuBYGb6hUTbTs4JoeunOZdyXIKFnXwO5ZqoGkdVENrdSPNOE82+dOyDbYVkVD0udGHGPuF1PBTOZaBru4sjSTH3DwXYUGWpIMayOJqGsZiQ+8LjhGKL70seee+8m9FYKxFZOVO9RQCSRsH7scexmwFOzGFTGaEbYqMs72CQa4J8FSQADzKpHdDjz/fFOhIoXJGP4hbjzD0pKtkT8lZ0RHwc6O+ZPl/+p+F+LX5++7EBQRT8JoxSMD5hp2pSZdd8vlZJ5h5ymCPJcrMv0mjEJ9Q4IXvgxijLy8tHfGHU8cOAwgGYm5vj91tvvVX27t3LboejWq3KU57yFLnxxhv5MwqTfr9/xH0wcrngggtG97k/iGIjsHHQSjmT9mpVEsj0UBy0SlLcX9YwKfpCJFI6rGZfzIHAB6vJPfGh7Qx+MPZhhOQFAhQmfj83AhtdLdbyK0osNixezKYci2Brl16142oWpEZ8oLdOs0USiwkzPGyht/AvLEJuD+6STso7e1YUwDkThlLWql8vUUURQqfKUUiYFjfoNKAT4EZgNB87Ri8Rt4OPgG2gQyaLGI9ex5ihII39wzy/xLoWI6IopKYGjIagQqHE1AoudzClr8aE+ltwvNJAhwIdqCGLAdyPYxJwVZDnAjkuQuKssGCSawVdDuVgUCmDTsJ07qOB56kd0m6Ofyi259QPpLqSS17V6ExHTfwggqSWZmzGr1nnlcJxBPNlEE1vYXltJYM6T4ZhdIdzsqiOg9yTxNNc9bVdPstkYeu24bg5l6hnCbBwqkX3A7whWpqDK0SPFD13SQq195MFshGZKcPGebGWjwrXj+cSdPvQNemqgov7j1h5GHkVMzn0gxmpTlkB37OWXGA8kD1wxQY6C9PT06Mv8DPu86WzTK688kr5qZ/6KRYKAAoNAJ2M9cDP/jt8r1QqMjs7e6/3uT+IMUpg4ygVpVgxG2yYeFWHkhyusBVcaPYlO1hlgaBX82prTj8Okin1itFJmihKyMWAYdeyiHXVudjgZ5orFXJvA3RBUISw9W2dAnYfQAZFN4Ls/oR/l7i9tt/GM/bz+kWHLfWWtuCxoHl4GYoLRtBTBYPAN/2/d0RQ4DTvVkdLX6i4QFdFJu/AGAZProshCg88N7kSWPTh6WEFE49PRdUPus/uS5F7WfRLuujT5RL5JAiBW03pcooCif4XGH/QB0PD2iBnBbDfJJDCYZQuouo7gufB/tUtwl67QCat5aIN5c1QuiB1JhbuxkXYTMssyt6PNaSgzKGBPwaKBFsnMYIZcMxhibujzpHuZwH7YzLa1dNRAClplpJk8kpypYeOSyyrxIoW52y4ffz6wLaSjVbYPVlnMc5OlnXW+GUSbHZWcD+s+yCgTum28jy1MR26G7wNoxOfFJlrqG8f37PmkSMVnDscoaCzVMKLZSw8srmeZGlBigfKMlzoSVLPpLtU5d8TXHoD44PkAZS+3n777TI1hRM070jcF17+8pfLN77xDXIu7vGcR2XwoDA5+rajcX/usx5xJgc2jlabV19JIZWknErWx1U3KolE0sMVKa1CCWFXbgO/moSHQ0YeB9xFmeY64SZc9kFfPnLWjVk5FnZeKTLt1E5ek2dyHIMFpaKt9PoBm+EP0FXIDZWoOKHJl6pMvEtBfwevbnzhsNAvJYDqYuzjA4alrUI9YouyWXvT/RKjBfALeGDQkkdImXVamMmiBQhdSI1c6IsvRi6tXWoDrl0V85EggTEnXHooGtJWndyIooFFi40doJTxzBS/ukehoZ4RxmUoGP+joYRTPreFpClfAp2jwqjrgX3Bc9NAzELa3E2UKbm2L+6iOeq42OtTCmwk19xETUmrOP54L5HWy0IQBFscKytKWDigg2Ey5fWdDXp2gF9iOSognDpvx0dYXmiQhAxJKyW+61RN5SPfC5Xd6rHH+TUaHbX03PBz0ztszitiB6SW56TwPKqiAMyYfwLOBsZ2+NuAaRdGKsW7aiKrRaq4kqWyZO2S1Gc7khy478UjcGpjamrqiK/7KjagJPnnf/5n+dSnPiVnnnnm6HaQQYGjOxT79u0bdTtwn16vJ4uLi/d6n/uDKDYCG0ddP3X7qxXJBlhNMpEJ9Ir112DYOwGuP2cD7UpKXwE6jyKAasrMulCITOcqFP8Qx6LAMLbVPL6br2mtbgAf6qmpB/B7XLV7IBfHKwww00XKg7ywIK1/HVVX5IujdzA4viiqt4YuKDqC8Uh3LXZ0XMK8E7PapkkWSKo01LIFvrLOBIs25vk+kuQIIie9HxACp6RJjlbQ5TBvCS62FjuvBmS6n/TuoKJFRxE+usFzqSOmbgNGH7gdpNBR/DyDz/R+5Gp0dCHXZNLcDwOLvyarriOCrirfgBbk6/gp66PUnaOytksN17TToN0lFD1qA67Hj34Z5jhKS3grXLRzoduD7pUfE+eqkMDLMZWNKKgyMqdQ2152SFBAofhrKs+CFup16xhZiBoKBE9w9W4az7vM/GAmPOkXxW1+HlLyi3N9UosfBrg5b6Wl3CAnJvO4Wh7QYHKonhrwqpmHxCqTzmpFSmeuhV35uCHbWukrug/oaHzoQx+ST37yk3Luuece8Xv8jGICShUHCguoWJ74xCfy54suukjK5fIR99mzZ4/827/92+g+9wcxRglsHFBgrJSlONmXtF+QItq+WSLDVZtBYx3Cgoqr85YuvslaSQbTSBBNWIwUlhN+5qI1jQ9yeifMiBTXWUTjdv7X2ukk3bW05e3eByibQepzF1L4JEDZMkrhpFW5tsVptmQLEZ1H7bl1AdTFG8RFjCggSwXXgDHlNILy5FntaHjc+npyINUl5rtBXw0QIzHeYYy7djC8qwJgfzqTmkVCcy3wNKzbgHAzkEOV5CpS6er4gg6YkIau5kUFCiYev0ntTDhBFKMd3A8cjc5ckSZf7Z3lUTcB4yKX7HquCPkpRb0NBRbUNDTR8iKnpkobjoo8BM06NVR3oIizYgqFS9aCN4f5WFiRgAJhxNmgGZaPaZTYqbyNfNyFcYxzazwCnsVj2boflP7m9/N2M37Xnk1k8gfK4cF5Ul2ygoHeHDb2mNTv4GLg/eks6BgEX1STeKKvEZ35XhfW/WxcDR+3sEs0m0r1QEF6c9pN0fM4kWFd7e7xQjxWKyWGGqaQksOitJhwlIJRZWB8kGD0cIJ5N8fzeMheoSr5p3/6J3pteAcDHA94amAMAlnrG9/4Rnn4wx/OL/y/0WjIpZdeOrrvZZddJr/zO78j8/PzJJe+6lWvkgsvvHCkTrk/iGIjsHH0elKY7EuGLgVke8uwY9RsEsr4dvYph0UWin/AYspSaMOzIec5UJ1gDP/UyKAjAqila7pChWmlkLdOm6W0dSHoi8EkVOV0dEHqA9kP3RJ8yFtxMvKRsKtl3Kd6MNWrdtGFixkmkHWaIgXtfo5kQDg1TgcluUO98ubVPOzQ0YUAT4Tz/owLNp7XJZn4nRtjZQVEyufGXVRPMPRNuxR+DMCXoNLBpKNdyk7VBEvJjOr7wQLBTKk8gt1HI3octYBYO60o7R3lkR039oGZKOaOiYUeizgKDfyfIwiTmKK4IGE0teC8khY9tIO3sZR2GqwA8Nd3wzNzDqW6hIWYbZcVDTi2riTia3IcpAZl/lwehqY27DqaUrmsGbKBcwE+ix0LRMrTo6OtIzbtnOhmMSgu044IPFqoZoEF+YTZlFuBB3MuFgrm2QI4h2R9wYgilp05yqT5J8Dznv4bhUxSqLPMXZcop1LZV5Lu6X3nWov0C1Ka7kqplEr7UD0i5gMnhLe//e38DqOuoyWwL3rRi/j/V7/61dJut+WlL30pRyUXX3yxfPzjH2dx4vizP/szKZVK8rznPY/3/dmf/Vl5z3veI0Vo/O8notgIbByNhgxbJRLZstWyZOVUkjZWrUxSMOy6mAukMqQsRdNfcTOu9FhkYO5PPwqzITfb8WRVRGxMQhtneBes5XJXyhAPaaeCnQjc11QFXPRwxQ7ViXst2GyenAYzFaOxF+2mM0o13XoaCxevSOdtVj+SLepqgOICXQq4lWoRpfbj7l+h5ldGAkXHAzP/TkZFBooBl7xSXWHR6FisC1xgdYHm71ummLGCR4mqyvNA8cP9pe272XGz2tLnT8ytU91LQebMJMUDajkJle6txoVQAyvlOqi7qka5O1dh2NDHefbKiAeB7pC5rPq4oA9uBdw44cthXQ8YaXWNg0LHVSOjgr+g9ui6PbXDyhPpu315aT3fIpH2nHUr7BzwQoMjGxu/UdLMkY/d7sWoEVlxfOEMyq7Wio7x0NloL2BUpqM693PxsQuLGBt70b3WSKUeAOcZPnJQ1CF0xQqpJuzZ3SgMAXq6bSSGQgKLkct0KkkP3I2UgYaNuZZ02hXpHK5KeaYrspqbLwXGANnxjUHu9Tnu713vRxcE3Q04iOLr3lCr1eTNb34zvzaK4GwENo5eT4qNgRQrQylM90gSJfC9kEnpEC6x4RxakAKCp1oFqRwqSH9CPS+gMuEfTgGGUnoFidvhGDrK2DBeZHundjmwGCmr31rXlqOSt6hVDuv5Fmy/L6ProN0BFDVuh65dEosiRzKnBbvhOUFUJO8DRl62W86HoGU2k2jt6nlWeQ8e+EZuhvt+YEQyq2MN7MvabouEtwUU4IiHLpoec66vhYVZs1ESykl94UVR40ZflImaRHYEJ2BOYxykNuieQ+Mpqe5JQlOsVR1poADC+AjHDMURlR722ih8PIuEnQZ0dczqnbJay4hBZ4JumuuOG/YLRFANQFO5sdq5m105OggWmkbDNFPiKEdCSbru58Fip6mjHO6LFZEoLrxA00JQpLFP33c3RyM3Bc/Xz9Uk7kpagaFcxdxtYVFvMmXc5jwhdqDwO55fOirzbBQUwyh6YUnuhS+LiYlMOmcM2Nng2M0KDhaFCGFrDGlVDn8a+Gqg0JiY6DD5lWiGz8Y4IdliB9GTCVFsBDaOUlEq1YFMTXSk4CSL2pBjFWBwWpcW5oNZtA3Mz2JKXRKhRll7yJDFBb8Y624yVHzwV/MRA0YsfD4j8pFbAeMl41+ojNYi4ZFBYTbSdIwESQ/+GUu6IDmpMPFRABYTtNNdguo8jAlthXPGSkVIHh5GDoGHaMGdEk6i4FlMeJte3S6V72A/2wLPEYiFnrkUF1faHk6mYW4myaU1t5lSWVCcmqKZxwbuO+WW5fntPqYAMVJdT7Vz5MRSFl3GzdDYejOXMt6GZpbYOKKlfhyUr9J9UzsGvEK3r/UOqujssAjj1X5OuMV2epAc9o/baUoZJ/M62dOlyChKQBLle1FDwZJqQBxVS7pv+D3ODyo/6NORd7DWdinHhjwNmHqRuKsdMYCqEut8jTxQfJPRPTtsRQED6YxojE5IG4FqGAvmnQ3vengBxvOvpcZdsCEfAedBVcdk2cSAXKZsui/DXkGSJCP3aXnvpEivIClIR2ZgFghsd0SxEdg40kwesXOfHF5qSJYl0pjqSKXRlwTyPnMMTQ6BYFGgVTPGDmid48MX8fPFNvgG2nbuTVtb3gqPYs8KlkbeNneOBT74wcVghwNXrh2R1k6QJO3xroSw0CwUIGx/40oeHRTz4WAXoaeLostnudhBGECDLjdj0oVUZY+6cHEkBAJlLU+WpXzVzL5Y0FiGC7NBzBnVPSnclIt/hAOEtGlRgIXRiyEPFKOfBDsEujDC+4Iwq3bvhvC5rEsAeapGvatbJxZKFB+u/vCMFga6sdNgcfe0WFdViKo8dCEmkRJdAMtrQZGix01fgxyKKeNOuOGYJcs6P0QTXjEuUTkwRjxeaCh/Yp0UmcdLt9PfS6hZ/D3yc0K5KHqeOIEY75ubq+F4kEuBQmPClE8gka5oEYf9Z9fHRiIe9IfnRGHipnOj98p8OHqzOdHYjzu7Figiypl051XirSRXFCbo5uH3sKsvyhAuu4tlySaGUiin/Br0ixylTO1ekenTlqVUwQ7d/+yJwDZAtrVqlJMJUWwETgjfPzwr9UZPpifb0u+XSBSF7wbdEMHZWFApH9IsmfyKufRdIFwmUj2IFnkig0mMURLpzwy19TylYwqAahJ8X8ttypltYlHe+NCn86jN1wEPUePCboFtozh3XH2S1KnfEbCFRcW9O3A7FjS023OLaf1OPokVIpogq/HkLIJomrUuYMzsp+HFwWKl6BJPU9xM6iIPMDAOh4nGYuYPAV8OKDas06KLsKltJosjN090Xph4yhGFumwy28T8KVAQUAXTQ7cg5TiDx8GkuJTnTiCFVnkrakxmplyU2WpBoMdBORd4rvaORCbuxHgFPhw5SVaTTPN8FsAD79CpwHOB9MnbzbBMCbRK5HTZKx6LsYof/1ziqucECbhL+hpuAc+EYCtGQPZ0JZIXgxiVeOGiBVfu8qk+JKaIAkkUXkmmnCHlCIVmPe9eFLp5EevHE+cwi+I+DOq0q4Eig3KrJJPycoFdDfwt4PfZjq4UD5UkXa5I2i2yI5iliXR6ZSkVU2nUwEIONco4IYkxSiCwMaCjUSoOpT8osg3c75YkGxY0kG2qJyn8NzAe6arpFD6I27vhbZBJ+zRILrHQ6FVm5VCRpLq0rBHnfH6L4ebiCEKoyRS9AEFeBT74sQDUDurPnNPbgs5OSDUP3vKxC8ceJrVlB8PIoiPiJVUFunBSpQC3y3rO80CXAYoF8grAMbCrYgatmRsp1TFmQe5yNbb+2XXILcfXZ8GwQKKEUsmSHGM4/8EKGPyutaCeFW7qRYmoGYx5VwQ/oxhiwWLdHsh5NUYehl7qaspjaXwQHDeamVlhgO1mR8Ku8DXdVYssdCa4T6POgBYM4MiggHFOCrdvgGwUPRbsOtgx8Me4t4XeNz8WLkkeJbKa+ywKOgSu4XdY9L0YJYHXikGPgKc3hv0f286OGNxnrfPkKiUWV3C8pWQ4H+u5XwZfA5wTkIZN+TL6O8C5gnO3lnJEyH2Aa24fhVeiRcbuPscmSHZlFyRNJDmrpRsN6QqfKJFiIZVmpad25dHZCIwJtqSz8ba3vY3mIWC0wiDkhhtuuNf7wnwE8bY7duygK9oTnvAE+djHPrYVmxk4XhQL0u2XpF721UHY5ShUhlSlDA8iuKQgjdNW6SEwbKYmUQU/QbsZaC1XlgrSn9HCA2ekp8Y6qotYVVWtQt8Du0L17gI++JWUiFwU+z1If8vmWTGhHQx1c8yTY1XFoUWIG2i5LBKLDhZN997Ago8F1nNZPPXT99vJlj4mge8FHsuF267c1TY8l4i6nHN9CBslpuCA0JRKORCQnGKhJowzMuri2KLoigu+thEbOVawToun09Jwi/4WJm01kqtvB4oK+H0w9t5IoD56cNMz755gUVcui5E5aZeejxbQffFtHnV+EDO/qvvI1dRGMN6t8kLOpa/eSfBiyd056Qa7opb36FjQOdRcZzHO4f5gRAQH2HWJrspF0WIS93LJtY9SEAjI4thOaRYVJml16318pwGYO4faOdC4ExWXEaLR1ahpIY3CGooTAT+DhnZ4fqTKlWWwVJXSTFcmZ9rqsdEtSL3al6V2TeYaKETuvx10YBsgizHKpuG6666jaQgibG+++WZ50pOeJM985jPltttuO+b9P/vZz7LY+MhHPsK0uZ/+6Z+W5zznOXxs4CRDuUwSW6tXZtGBzka3W5JiKZWsNiQ5FJ/ynVunOIvGLDudGpCrgQ4HyZUrWliAywGTLxYh3URqB2zBMJtpekegaNiR51W4+ygWJy8sUDgwHr2ov8djePvKusWHctV1VtNQqNjiTeUBiqb9lk9SyI3D0OHAWEQj230ck8tT1Z3UTJpskV6vUnEXSh1dmOICN5nDKbkAU4ksnbsuur2XMS+EqabT2kGhpwbzUPQ27WboiEMJqEbyNKIkr7rrpm6hLDgvcrzrwPty3JBQPYP7OLeFhY/ltGAkhc6Nj6r8cSgmMKKhdNfMuSjR9ZGNBeZx3AFDtIJyNtwjRCW860LaOKLIRzMIWSMfo6VjJ3Y1zKTNU2wbd+s4yosvTZDN/TJ8hILHYdKH9xVdChQplEJ7tsssDL1cwaTFBopddM3wPtFjxVQrI6dbFKBmb96fHkpvbkilCYoLFBxOkAYGCwMWH+TZlDIZLNakNyhKqdmXylxHVtZqUikOZd8KWnPbdEAfOCaSGKNsHq655hq6j734xS+WRz3qUXLttdcyrc7NRo4Gfg+TkR//8R8fuZnh+//+3/87Tt+TDf2+TE20ZabRlvnJNV4pzk62WIAUUGygNdwvyHBqoAoV/NwpKkkUV5r1VHozWMmwIiGQKyGRlGS+aX0JLpQTGRd3b3VzgZg0PgeuRpdVGssFwyLsSRI1q2suGOat4S6jtLSmYkAXCXIvTA6J1wFhE/ArY79a96tmLlj+nE3tsMClk14SVjhw4bPFiNJRyFTN4ApX9nQaBVJErdsinakKwuPnnaMw8pXASGWYh4P54oyxhdu+O0kTxYVbiIMcimKBBlowuerlBQcD0ozoqiMW7Ti4wsbVIyDH9kCONSvukTwZyo2lVP1KTAmkx85GR+YnwveA6anw2lDuB5NVcSx6zvWwyHiMu0xCS06IFTAsyNCRWbNiAVb1Rpz1GHk8rrVT35eRx4o1WVg4rNt+lwKjGOXYpaEdNBS7alymBSvlwLusiJ3NeBt/byM9LXwynsOu0ikt6UmDTkdpscRRisBlt1uQyulrUtgN8kkqyURfuqtVKZdRuQk9alq9Cscp8kPCtQLbDNmp29nYVFMveKyjO/Ga17zmiNsvueQSufHGG+/Xc6RpKisrK7RIPRa63S6/HMvLMG8QKdew2own/7VcLx3x/cFCqVaWclqUYbcmq+2aNEpDWd43K9XagIqUQacsSR09aZEMLWKqJ0CS0yvFSr/AdvKwoRkqBViYVzIpwpF0Rv+iapJIH8RBSDkbmZTThAmpUxbghkWiOy/SWBWproG4mEd9U/Y4LZKAT1FT92wuNjABw0Ixo7bmKEwGpyMhNI+3r66IJDZq4aJu/gocrXOko+oLmlf1tEuTzaEiEGlYpkiBM3vhAs1FXJLRBe5wNpEiWumImMHVNCWq5kRaS6QCyeeUuoymlF4mkoAPwfySREp461EE4WofpEoQFOmSqdboQi8SKH4yWJHJEJJNmKXNJgLOIl4LSafsxGDhRTgdChV4ZlhHglfwrBHVHZUX6FhLcd8skRRpqz0eSkl3F6WOWHWMYUxWWzZOSgOkVoS2QYqL98J4GQyCW8yke0aB29bAGAoSVzi/oUCgtbsm4qI7xYRVi3rHtpSwNttYhWFqUC7BgAykU3sPWJyiaLLU4AoIuhixwYLcfFsoo8a5hPcej6fUWASnLj8h3aLc+DAZOBhQmgwSNPeIMjpjGJXUURiXOCoczg6lsFyUdE7/BoowMYPhXTGVwu2Tkiz0uE+V+kBKxb50OmWOUKYmW3L3/ilpTrekjNTbur3IKf55s2lAEWhjscDmYVPPngMHDshwOLxHMhx+Pjpl7t7wp3/6p7K2tkab1GPh6quvlquuuuoet7/grb9Af/dxxn9556882JsgMjjqTFoXTMVV6GjMH9/Tv+6Cc2TcccXPHRmONG4Y9/0Drjr7Xvbx2NdIInkyeA7z/xAUxHCKRrHzh7jh8XIy4KT4vNkEtFot+ZdLr9uy10u2aWfiRLElperRmfewUD36tmPh7/7u72ihihCZnTt3HvM+r33ta+XKK688orOBMc17X/ZPbFeOI3CFgT/8d132D9Jvr7eO3FqUHnquLP2xyPkz++RLd54tw0FBJpsdGQ7VoGhpEYP3RBJwONolSbqJZE2TxaJFgNFJsy/ZwQp5GiQPLir5sVQXef2558rVX/u+rExpUmwB/hzmI8F5uVtXu48DTbH0/zT4gssoI+LdKMzu566jxmnAc7kdOgmATSONmteEKkdMeosrWJv9s3uymlEG6iOd8rJmg/DKHC19mIx1lBQJfgXa9CAh8qo+E7niGefKtR+9VVbhPtldH8eebys4EhhJMHLdXtu9P/A6jI0vq116Z85yTiw9ltuP/8Ogi+6mNh4xEy0nj3KbE9tm5Mss6WPcnpujEVPbkLtCDkUu8SVx09Qj3IeSSLMj8opnnSt/+qnvS6tiviWwE0dCbG1d0qpn2thxwetrXokSNOklYhyL0VjJElZHslwzadMUXH3P6/vVfpzbPwAZNJPqIZP7Tmn4H4DfwW4c4yt0qFqnp1I5rGMpl1rjsSA0DyZTKS8V1EMjTaSaJPL7DztHrrrlVmnDOde7c3M9SQ9URGb7IotlHRvi/MNYb6Yn1Vpf2gcbUp1rS3epJuWJnlQqA9kxsSoHV5vSHZRkbqIl06/oyeD2O+XBxMnyebNpcLfWrUBmxOgTfY5tiE0tNhYWFhjUcnQXY9++fffodhyLWAquxwc/+MH7TJarVqv8Ohr9DgIlxtsQB3/4/bYNyB8EZIfXJCmV5Lur09KcWJXzpg/K95fn5MDiJIOkkokOw6RYV1bB0sTcC45KmBtgUUyleHeFShVpZpKsFqW9oKV/He6JCMOczKRdyqRyMJHW/FDK4ICgVd1PaJzE8Qtks0s2MjFCKHkaB4XjBfI2EFHvagQQMqsi9cPmw7GYyRqIluAgYByBrAzLzBiCxGpGjmjTU6VoChBkr6BIEIwtLIEW9xuUlKhIgF9SElndaQWCjuX5NTAuxPKMSOnOVLoTCbknk7flCzoXX4wgwL8oZ1JdzBd55h5Y4ZFhnQN/BDH3ayItmk5lUkSIHUibJd0n2nNLJsXFTHqQc66mTJzFNmN/mch6MJM1yGgLmTT3gouhZEYs5hWYbx3KpGVFyqh4M2KmupMqmTYxR9M2yL+QwxonhlHy4NagUDJuTYYclr6OkJIVkeKiSGsCpMxMWvNq3NWr63vTx7RqWV8XEe9efBTwfkE9tEe5IEszmqGD9FZ6fdwt0mPqpsgA7/HsuoJmRWTNlEpyMOFxpNQZ5w7GbBjjdDOeNylGTTAewyKF85n7mEoHxxUjtUImXfxZoshGfs5UT8eIGKuBNNovSLtbkeJkB9F/UtuxJGutquyYXJL/u3+OBOunnv0d+cHarPTKTRk+iH/jJ9PnzaZhe67d2w6beulfqVQodb3++uuPuB0/P/GJT7zPjgYS6RCN+/M///ObuYmBE0GWyXK3JrO1tqx2qvK1u86U/lA/fEFyw99wc2FNCiC+kXGYiTQGkqDYcG7kDC6lEykulnjFiFwVXDGOkKhCBYoVKFeGkA4OEunNZFS1oOtAYic8OCx5FCBRsJGrMbDguO+C2FUvdwG/m9MOAOWrXSdJ6sIDLw0WJMz0yKWOtAevrbPtzpRkisWPi62pJDQiXR83UjbwhbV7ANBK3IiXE7frgstCx9Qt9IQwt1BwN5zYyEXb+Q+WcKqHTAm1JE4aydIzYrDdDGibVzXM2i79CEBRwffDujtUSiS4n/mjmJqD27FO1cFjhbwY63yQ/IlkXOs0cP/op2GkWiv2lNxq2TYmHWahYe8ljqOanylp1F1D1fvEUn9RGIGbgmNt7wkzSkDy7OTEYXz310GnySWyeJ8giRaTwILD4U6kDshX3d+FZnOWfYIgNf6+kV8Va8fMTuwVVLkogIpSOFhh0nEJ5z7+Brr4f18adTXqQKGBAuPA6oRUq32pV3vy1X1nySAtSNIdw07CKYwk1CibB4w43vGOd8i73vUu+fa3vy2vfOUrKXu9/PLLR2OQF77whUcUGvgZXI3HP/7x7Irga2nJep6BkweNutTLffnB0qwsTKzS9XC23mJXo1oZSK3Sl/ZqVar1Pm3M8emLqzooU4qzXR2DdJQ4qiz/lB/WZO1bwQF3USJNpD+VqktjQdvhg4mhLWLqx8B8C7T9oSDwBcUMu0gANH8OJydiUcJVbW8m93BwhcXIDtsWSHcZ9WLGOxf0eDAFDAijbLlPaZHislf34fB4+86s/n9oCguYkqm3RK66YNfAx0S4qsT+mKGWu2nSDAsqjAaUJ1q0aBCaFiSITcf2aEGAx+piDrKnSne1SKDV+IRmrGAsRMUNk3ZzDw6+BbT2VpMzt3pnds2MemNQ/WEhd9xev2I0nwxXgXgGiVvIk1wLafFcvr8jb4uJfHzi28JCypRFTPzNcndPSpiZ+moKoSWR1m4jiJpXx3p5LMmlHDVZFo2HsFmEfGVZCz9uTx+FVMakVo7YPP0Vu9jQQgQ5QAms9lHczbclg8nX5FBktkdn3XRR01wHnZKsHGxKoZAyWwiAfBw4Z2ZRqqWBpDxp4rJ7rJCdumqUTSc1PP/5z6ec9Q1veIM85jGPoY8GPDTOPvts/n7Pnj1HeG781V/9lQwGA3nZy14mp5122ujrFa94xWZvauA4kVWK8qOze+keCifReqXPq7FySR1F07Qgjcku+Rul0lDK9b40ZpGYVZDBGqqERK2dMee2pNjyZE+KS+qOCRRXcx8LoLdrQF+K9q5UancX9cqzruZbWGy8ezBy8MSiA9XJAeNbQHEwmYdwYaGHEsLD0ejImeS21QAXnRUbnSBrxZxJuUBOm0cGCwX9i6IFtnFIaEplNuO+XfUDuekWoGFxeS4HFka1DLfOh22Td1xg8EXvCkupRfHhr0k7ceyT8TGY87Gq5lsowOgHUddtxn3VGE1fSxNc84wR2qCj2LKChIm5GKUsWyidFQxYqNm5cYvzZp6Qyv1rGO8CHQrjvhC24PMYo7hZtRwWK0g8YM2LFFq1T+X8mSOkzSjYatqpcB6Oh6zRCG7FXhL7ZYUbfV5WNZmVHhm2fxi9OB/Ek4bbu6wKouW9OoXW9ucfn5V9RRlMoKoSyc7osPuGrBN2OhJY+NuDy6nUaz0pQ4HS1BOsmKRy/o79lLoOhkXpDEsyU2vLRfN36PwmEBgDbAlB9KUvfSm/joX3vOc9R/z86U9/eis2KfAAAC3e7y4vyDPO/nf59tIuXo2VkpTFBQqO2WZLbrtzXqoTPQ2ZgulXp0x+AUYliKUfgjiKQmOtRIvz/kpFkjrC2fSDXMmJGuCG22C6qYUJigikgsJoI8tDsip5roUXKOhu+EhFg8ds8cKV87QWG7QrX80XNRYlZh7GVNDGuoTZ5dw2m5JG89Po25U65Jk018KVMF7XbLjZhXGnSshQ3UgM3YeOXolzVGOjGY4jPDgMi2JDxwvw5NDUU11oW7tg8rWu82EJsp45gk4FxyjMEsl9Quhtgf2lrDcPgvOMFxyr0WJvibE05ZrWzkZ/VhdrfIr4uArvAYopdoJMXcHjbCRT3J/kTONcaLKu29Lr41E4qWW7Ph4/eyorXw/H3oqDkfy3bcUY5LoWIb8+wI8dl1r+3oLwyXN4iETghAUk/DOKbYQCqrcLC14WTQk9YYrdIv+fDAsynB+Qf17rm6vqpMpbq3vKMpgoSTbXkwx8DjwNOCsrFZl/yCE50C/K8mJT5ncsyyII1BWRlXaNhNBdUysyXe2wozFXbck3l3aPrXz/VEVifK8TfY7tiDiTAxvHYCg/teN70hqWeTXWGxZlrV+Rx+66Ux6CVnBxIFOzLSmg+CgP6bsBO3N2L6Z6Uq4O1Nr8cJlXgkiDRYYKnxpSDbuK5He0zRcGZgVdkOKqcgmwCCDgiqOS6TR3irS2/yilc8Zsou1q2K2zSTQ04ijcSV3N4FfCbtzkP3ucuxs8+TiBxY19B6A8YUqrFQR43CiPg2mlNgLwzga6FLbNWOzofAnTqxnbJhhYWXop/DNGPAIbIzjfRIPaNG8ERQEJmT3P+EDhoYoSFBi0erfgMh8TYX+gzMDvyUGZW+fgisLJtheLOkdUPSPm4gLc+BwsdKw7wmNm/9duihYaODaaJpuPTvheuZPnIC9C/HV47C0VmPwVjJAsfA3bz24FHL9njyzsOLKq5WM0jOsmfqBBaTie7FihO9NN+D5rNwTdIyOTTqTkXND6fmFAp1tYj+P+eD0AXiC4T29hyHNS4LUxKLCQznC+TvdkrVuRicmONKba0u6W5ezdB6VWGTBwDSPIQ60GC43blmZkdVCV8yf3iVQfXI+NwAOM7NQdo4ypS0tgK5BN1GRPd5rqhp31Vbl1aV5qpb6UC0PZtzbBq7XJWpdWzCCQnnvmPllsNzhiGfQK0l2BVhEmW0Mlja7YB2uqpFCAbf9pNQkr7ivbwpVJAeOKpYJkPb3656IC8qhdOQyqGaW2vPqn6yiCuzR2HAvxeqtptSJfZ+4E5cqcXUUb+RMLmLuY0j4bKgaMKFaUE6AyWFssrXPgCx2Dv5p565/22hg/2HHEVTnVwIyzFyG7xRZatPSZENvTEQEWRco/cbVvxFO6oFqXheFt6NA0bX/MmAxFBsm0lp+i+Ry2ewWRxr5MOjAaA7FyyXkSidT36WOxCBdRXFlXX8mvVkANjazZtlHGlI02nO9h5Ex2UowPQfkyeCR2F3QWYAcOAzYUNdzXdTJmlfgaP8aMvLB/zrlgd8bs5jF9wv7TidWOC63d55EmnPC8ae82MjAKv6YWt5XDiXR2avDcYDqVyv4iC1gonjhCqmUkfFKFgsKnmUnJddfYjpmBFGoDGa6VpdAvSGNhVYYgefKUTjgigXnXdKPLvw0UF7htqq7zpp/cfTu/T5R1tvStpd1SimyUwJggOhuBjSNJZKGyKruqyzJdbsvZU4uyq7Eqt6/NyES1Sx4HCo1UErpp3vrt05n5MOgWpVQZSnXSBvbtAomj1Ls3dDVL5nSejRFKca0ohcWyDBf69DdAJ4PkPFtEtHOh7QwsHt1d+hxYQDTXwyy1D2mOCBZqejLYQqMcB3ObtChxykDtqtpTVF2pURwlrapjqQd4OTeB4WJY6O25oYThQoxxjI1k3OMDQCGDogCdBXQVPMmVY41pyx+xzolnxWAbAapNbCTi3BbnUeB1qM4w+3S4bPqCzwVb8g4BFDmqCLHnxPbULEbdlCTYRlei4Dk5luhY0q5xO5gIe0CPmxcLHl7HMYgRMTkKgedeYR0XxjNvprVgYkcDBYHJl9F5GvFjMFKaz4sOqkymLFfFRl4oIJ2ECmBEQjtws7WnOgm5PObD0dmZstvBfawP2AHBzyh8cX4NZoYsNDDug+1rMtmX4qyep4yPR8GB87iQSWlXW1orNY2MX6mye1EtD2QAK39wmAqprK7WmSWEQnx3c0UO9Rvy/bU5mSx15bzGAXn07F0i/eBsjBOSUKMEAhv4w+kN5O7upHTTEr/OaizKD5ZneRWHomK+qaxFfMDi6u3cR90lnX5J0kGRZDguduBfwGcDnYySqVAaQyng/zZGUb5DqpHc1kLEIoCrTi7gaHN3E6nu0/j08qGSyTXN1Ar5GWWVMMI8zMcfTojklS2UDZYgi9EKSaDGI/BcFW9fevvepZ21/dZJgD06lCa24OHKmsRJ5n5YeqyRE0eqF5ebmkoGHQRXP/hIgd4YRqB0AidHNm5WVjfpJkYMdvlAjkJ5HaHSM0Gq9nzYJ8bCW0cBi7ZJVHGV7gZXVGUYJwWeFOwA4bmy3OSM8tFEpHWaFjvYV5e38jxxCTH4NJNWBNjx5G3TeaGG/SRht5IXI56J4yMvHB/yPyzPBMC+VA+ie5WTRfV4a6AaOBh8H5qwe1cPjVF2DWW86HolSjZGRPxiRcc2jZSvCZk1JNogNBeXlR2cgbsBNRUKmYetSqmphQFI0MN+QQrFVPrdkswsrMrycl063TI9Z/YvT8jiSkPmplflwjP2kN8EYvVyryZTlY70s4IsDhpyVvWgZHWPFg6MBbLsgfnahojORmDjWF6VhzX2y89OfZM/Hu7XZbrWlkapL2c3F2VHfU12Nldltt5m23jP4WlpdyryhPNvkU6rokTS2kAqEz1+MM8vrNB/AGRR8DuADLLWWpp7G9CHIZMUstc6JIg6cgEJE1efzKSoqtsjFhX4cmhxAfdOLDy4SsWCk3MR/MsXcvAkyD8wgiFHHjaawMJIMqKPCCCzNE8IKkPQSZj2BFX9IrG0Ya6YB9Slk398pnbxLgdlnvCQmLH2v8GTTTHaYUFiYxPex67sSVrFGIGcjdxp0xUunoCK/Yb3hI+XAL4ug8yMYGmOml5MceGv63YgS8ZTUt2NlM6g/bxg4giJaa75MeJzd8ytFSMZkwt7cYXveA53/IR5lyt+WHiZksiLE+bAmISYTrF47FymIyDrpHR26HmAgqy0qh0L/IxRymByyPMFXCGqS+opb1f1iL5HjIE3si5k1ghkYYprc6jBgmtFcjeAzmJdBqtlKVZSyr2zQ1UWx0V6zAj5SXXrbpw9f4j/LxYy+dbdu1iYo9uBQqNZ7Mlqvya9tCSThY4k/fE2JjzVkERnIxA4fmRzU1JIUvnrPU+Vs+uH5Mzaopw/uV9W+xWpF3sysHk2VCqdXkkefdpdTIX9v4sLMje3Kq3FuqSQvyYIqEplaaUug3ZZigsdMwLDJWNKPgeKBVibY5TCLkg/kdJyUYZTuMxXch8WBywGqiRR3wOMYbAIeXw4FhS0uRllb90BXtWagsF9IPChAI4HnSvRHagpf4JkxKlc4YCrfgCFiBt8scNgvhkjM6u+LZhmwoUOinuBaEBdzvFgZ2HJ5LxWBAHOKUEx4Z0INyrzAsC5GV5YULa7pI9z2S4NzTBOKObeIihS1o9HvCPEt8B+N0pLte3kQg/OBm3M9fnw5WoddkCsWHLSJrYJ4w8cIy+QsJ9e2HlxhJ8xmvK4eefA4HXQdUFnyYspHkIqZ+DFYmMnjM7g5Gr3Qdhfb1o5Pehu4HwiaXfKQtLWilSUoHNR6Ba0qADRs6hOoTyvAJw7qEEqKW3HpWzcotpAio2+DA9pEb3jYQfl9F2HaUEOjhKs/JGOjL8FdDF2Ta7Iw2f2U/J6YKkplcJQWoMKuxo/OnWXVAoDSmIzkJMCgTFAnMmBDSMrlWRHaYVyV+Cuzgw/LC+Y2SPfWdkpE6WuHOo0SApFzgMUKxijTNU6stauyulnHpL+akV67bIMe0UZdEtSafZk2ClJ2tLOBizMk6UyF470MAwPijLElaXlGSRI2iRJ0DogGUiOeoXaOaOvC5jxElRCi6vcAouT/qRJRDGXdxmmuWSiO1I2jw8upPC/gEnUch5zTyMoI3yu7wDgPkXPSjF+CK/qzbGSEk/LQQHIozBlincJWrt1m5ybwXGBjU1caUGuhhlTeVeGpE8jbJJouWC8EuNIYBTiYw8fSbG4oGFXznZv7M29SsjvwIgDipamFgvuIOodhq53fExp4+RR7h9UNLA7NxMuFD8kyaLQsXEKixxT/rBr07QOkxF0fTSFY+4jI36AWWw93kvsN963kaoF7/GUOYCuJTJswp12XfYMCljjj2BMx/OgnGlXwyStZO42hiSJEr0CSaDoaKQrZRp08W+hX+B4EAUIkl1X2lXpDErkLfX7RZmbatFdF4oUdP5uPzRLtRYK8kse9u8yXUFHsMdO4fm1vXJefb/c0Zuj8VpgjJCdumqUKDYCGwY+CKtJX5618A35QXtOTq8dJnejnxXpE9AZlmlOBH4G2sT7WhO86jvYakq3VSZTv4gxSr0vE1MddjeGA2g/C1KD+ZePUepGHGXGSkp5bGmpJMOFni4KGKegxY2FggtiyoICs/XB1JB5FUrwNOvzhqpSGMplxQSvdilzBAHVZJTmj9HZkerCa7JU2mkvZPmCaLwEJ5ryccbJwHjCF2kfG9DyfJ0PyKhQwGLpJmAtGy9AEWPBYXTItNGGW5iTMGn8Bn4HUXIil4+iO4BtwuiFx8BUHfjAQiHC+1rhQ3XN8pG8CyfGohhyDgk7HnjtSXUy9WLHjxc7OhbdzvfQRiocn5gdfPt0/cT0EZQrVPB/FER0HTVTrt6cjTZsxIUwNHqlmF26F1h4D1FQwi+DBWNdxyR0/ZzIWDAgT4dBaa0CzxkWHFQBqRQ2sy7GcAcMQ1BhZVI4XFLTNfw8MZAUOSfY5yayQqwoLqcyPbfK4qJUGdBPBlyl3dPLJEfjb6DdL7O7cf7UPpmdaEm90GdBMl9ek5lym6qufb1J+dqaJh2fW90v0ors83FCEmOUQGADGOpqeVd/Ri6a/AH//2MTd8rB7oRcMHmn1IrqKNrqlWWy3JWpakfOmz3EVNhzTj/A35WqQ9kxtSorh5Tpd9rCYanNt6XXUWFocaKv+SpGGAXKOzqS7tLefnKa9uphC40iBIQ+eHH0oRwA0RTEPigc5qAkQEvcwssw48eiBHOqSV2kmCzbRe6KKhd680MuXLjNeRrkJoCsuJKMlAy8UreRgl4lO4fA3DCNLEn77UnznJjMr87xOC7CGDEswA5buwfO4QAfxTsJajJlH1zWsRn933gNoxRWG/VwfGKKFJfLsrA4bNuOroaNj+hnMpEHnOFYjMy0bOThZls4Zu5KOnIFtaLFt4uP8UwU6zLh99UD6kPCjgv239Q62p1Qgy1yLdZE6ntVqovtqCyiECtoN6aesjjE9qMLhe0ZubI2Mmnepk60KQiffTXvUmdQdDz0jihQcSNTgqdSKawWtVMFQy6QP9GxmBloMdUtSlJMpTbTYaorCctgtMKfrd6Xbq8sU9Mt8jKotioNR94ZS60auRnNck8OdCfkkbN3y77upPwYFCeQuxY75Gn8SOMuqRd68s3V02WFs7t7hkwGAtsR4bMR2DgKBSkmmZxePiyPqd4ut/QX5NudM+RRk3tkX29KSoWhzFQ6snPHqhzoNGWq3JWHTuyX5V6VoxVgot6VVq9CkiiCqeA7AJkgXDgBdJHLxZSjlakzVmTlzknpt2tKFgUxtF+WrDnkGssIcChUoCBAoFu3QCJpH7Gt6HxYvkYGAuSujBkWkMkiup7SUMSgs62uOSz4PcmETeVP8Krd8lpI8jRJ7NqZli66MyNnAAup8yXcZIxjGpPCgkPSuCuR1ELAfIHlor6iCyYzTay7wtA261C0TleXS/AuMA5RD5Gce1FeMk4HFn0jOmKMwq6CSWfx3CCJ+s+eDYKRjxNauV1uXW4W6r4/6JLgtWkBj0LKyKP8QFknIXaLCKpn4IRqIxJsC0dSiDvKjMNhRYyrgOB5gecdeaGYIgXHEGZblMPCPTZFRo56ZGCEgk5GeVnfM/hqoLgstAoy2NmTtFZi0YGOBjkbCAss2vgNPCAUZ9MaEghfF+nAgGQoyVJJr0hxvmUJI+HBz6g1e5J0tWJs1rpUnqCggLkdOnmNck+a6JLUO7KrviqrgwpHjod7dakVB/L9pVkpzQ1lb2ea4xR0NtAVfFjtbiknQzkwmGQkQGCMkEXEfCBw/Bik8vjabfLp1kPlG90zpFnoymxpTT5/+GH03dhVXWF7eKLYldV+VZb7Vblx/7lyWmOFPgMoRHppUQ52GvTluOvgtJx7xiEGu03D6AheDeWhtNoVSUqpdHslSaZgQiGSLZclme5zfJmgrY2uxo4+XUjTyeEocyXDYsGrVTWuoBy2OZS0mEmyXBqZNGFhZEdkoS8F+Hp0ExYtXmRwLIIOyfyQBEKqWyaHMpwUadxe5MII6SUWX6ggfFFzS1F6fvRUEQNlBM3D7DAm68YWvjCPLLctm4XkzxldhLEtGIH4QsxMGJpOaWHBboV1KFCk0FNiwgijXRtdoMNASaf5eoDjAdXKukRWLwC8OOhMgzCrXQCoc/g8ZhlOIzMbASEGBNuyutPly/rcGG9VFmGohVFVIu2dphYxHgwVQkZ+HdnJTyjRF98x9lLFiXIx2PFBns4ygujAzQABFLdrwdFdMO+VSkr1CMZoRShO8DrNoZQWS5LNo7DNaCjnJNBCFRUiij04gA6lckaHdvuNal8GIHsOdfqMUWBtVBQnLJL7qeYELUytMg0ZxM8DnQYLDT53ksljZ26X1WFNzp+4mxLXc2oH5czKIY5PHl27TT679ki5oH67XFi9Wz5bfVx8Mo3hGOVEcKKPf7AQnI3AxlFM5Ju9HTJZbEsrrco32g+Rh1bulsdN/UAaxb48d/prsrOyLF9bPEvmqmvyI9N75fzp/XK4p1kQKDS+uXe3TFc60umXydy/5dA8Wfh3L05a8wRuofrXBctztKcZajWhngY0A8PiD4OlKnShmRYXdmYXlktst7O7UEu5yBRXi2onjbwVI4ECKB48bRYLD4oKdDuck9CfHkoZIXG4CIaCBdySvUUlN1Z0LEP/CA/rKsPPQUc1bPOzY6EFh4a06Qv7+AWfIhx5mH+IEk4h3zUJ6DoCpmaf5P4gnv3B28yIi9blJsP1wDJ2KSYsCwaum5aoSkdV873w5FM+r6XiYr9q+3UMgUIH3QiqUkp5BgqeE6MjemaQw6LHEgUPzb8OFcz9VO3W6V8Bd1V4b8ybxBeFHToPqXM/MpproSDQADx0LNRXZTg5YDcDElZ0JCq7WuxUgMvT2aUdigKyTMDrAXF4tieFs1uSTQ0k6RdIGK02+pIOClKc6pNsjKIza5V4jiWNAQuHZq1Hsy523er6/9Pml6To56KILC01pGfkZwB8JKiyDnXrcmZziR2NsxqH5VFTe+WmxYewKEfhcVbtkOzrT3EU+azpr8v/u/wYeWzj+/Jv7bPk9sGkFJaM+BIIbHNEsRHYOJJEzikfkkdW7pYdpWWy6O/sz8lcaVX2dKbkzXueRq+AnfUV+dGJuzhyWew1ZKG2RqIoxik/fuZtsr81IeXikEFUF+7cQ8dRsPf1JbTYqED2OixIs9GVSm0w+pCfnGtJATkrtQFn6FiUCjs77IRkkwPO95OJvvI3TEKL4oNOkRN9ZlmwAwLOB3wVUCg00b1Q8iiLBng7zKvEFlfnSvBUMqrzEGAspguvmkZh0QNJFf8nQRFX4hbGRokm1RMWJw++BcLnVrUzUlwrjIy9GFjHPBQtWlShooqLzoJ+R7eC0luzRmfnp2AcCBRZ6wy0XAqLx/oIxcckJHS6bNicPtnZsXRXjJ5UyqvFgLuzOumzOz/UwDwz/cIxBFCsMFkVhY0dI7VZ1+wW2s9jpAM+DY4HColmKv1ZfW/QDQGRE2RfHlvEtjcyKS6VRKb6+l52CtLbVyfRE3wL+mc0hjKYG2hxYd3r/sEas0qkOpTKQls6q1XygSj6AAkZ51UlldkZ+MILC4rl1ZoUyqnUKuBllJhkfHClKbvnlqVWUwLLI864m8Z1vUFJzp5ZlIlKV7kanbrs60zIY2buoNPurvIyRy2NQk/mSmtysD8pT5n8tswUW7J3MCM/0bxFyjKUJzS/K48sr8hw3iQ9gfFAduqqUYKzEdgwslJBJpOhfKs/L2eVF6WZ9OWW/rx8ZuVR8osLX5NDgwlpFLpyenVJ/n3tNFqbN4o9cjkePnVA7mxN08TooTMHZF97gld631uapy/BfB2X5SJT9S6vJLv9EouNWkl9CzA/n5xsS6dXlnRYkO5iWSrTXZqD4WdHf3dPBFeqcHwcIKYTkoYCSYOyqulnKEj6cDGtpZQ14n79+YEk7SILhsH0kLwOcCUwWlFnUh29DKGMWCno2IQLb0L1C8zEuKhiwYWr6aLyCPAzvrOj4gRRFBJIFjXpKRZfJL66URZlr4nGnJPIWkulP1GQ+j5UAeo5AUJsebFI3gjghQndOzFmmFD+QhlpunDb3pvI2lmpmly1dNvR8aACpI7Ois0HCiCsZoxT5za5BBbFVaEwyqHRcQgWeTMmmxtKE6ZX5u6JomkAoiUWehQitAE3xchQ3WBlrifp/irHJL1dKQsIFBc0YQOfZqnIMRfGHyS/1jMWDtp9Mg4GioXqkMUDzhEQPAsrJckWupIuVUSaA8/KkzRNpNKAbEeL2qySyKBXlEp1IAfvnqLBHLpplfJAVlbqPAfPWzgohzt1Ej7JNSphh0X2rEzJOfN3y3cXFyhtXagpozZtFmSq1JHVYZUFxvfaO1iETBdbsjRsyDnV/fK93k55ZPUuFubDrCC7Sy3EA9lGxgfUOCE5hccoUWwENo7/+L685JcuJ3ej0O1LVgFRALOCRL45eKhkxUSSHjwxSpKsduTOFGlmiFDF5S30nD25vbhTpFKWUgeX6IlM14sys7QsZQzD/1hk5lVDafZAKkBvHytnSWZXDypLv9vlYwW/ZzKbsSAQUoHbcJ8ejJdKIp2uSBVzCVyuD0XqMHPALKGg8kL2z3FVi8v8vkgJJAa0AawiwPPgNvzuaKMlvjakJNgHXIUPRRoNkRb0q9DMYnXFIotPmkSydluSalXKjbLIn5wrD//jW6TX7kni961DagGCSE9fH7dxW4tHPtexgPvhOCFKHvs0Oy1yeBkra358cB8AP2N/jn4uZ3bitdswCAFjExITtDLSfB99W+x4ZO2OJH6Ma1Upg7Ny7Xly3lv+r/Q7aGWgGkNV05dsOJQEr4+fsT14Tft/1utL0oAHe09kEi5mKAhg1drLjw32D7+v2jY24TmP14BFKsg+YJCiGENVMsxfB4/HuVHxYwE2a1GfA+8ZXoPHBiQZGMgV7VwAwxbVW1lmei2ZKSCxrsy7yR+J7HpVS5Y7ddlV6MhyWpdlcDRqOP/6cvf0bknWupI1q5J0QcDJ5IPyREmn6lJoa2fkX0oFuoWigB+dX9j2//j3+IQKjAWi2AhsGCkW05v+Tf//AB/HpK6LweDWH8jAPpDHDaN9PHRIhpu1j/tgF/rg799xv4eHYR8qIgdhunE/sP+APKj7ePud976Pd9z746NxcYohRevyBFsTJ/r4BwlRbAQCgUAgsBXIHgDOxfasNaLYCAQCgUBgK5A8AJwL5xxtN4QaJRAIBAKBwKYixiiBQCAQCGwFsnAQDQQCgUAgsIlITmHpa4xRAoFAIBAIbCpijBIIBAKBwFYgCzVKIBAIBAKBTUSSZfw60efYjogxSiAQCAQCgU1FjFECgUAgENgKpA+Abew2tZ2NYiMQCAQCgS1AEmOUQCAQCAQCgc1BdDYCgUAgENgKZKFGCQQCgUAgsKnFRqZfJ/oc2xDR2QgEAoFAYAuQhINoIBAIBAKBwOYgOhuBQCAQCGwFshijBAKBQCAQ2EQkqX6d6HNsR4SDaCAQCAQCY4rPfvaz8pznPEdOP/10SZJE/vEf//GI32dZJq9//ev5+3q9Lk996lPlm9/85hH36Xa78tu//duysLAgzWZTnvvc58odd9xxXNsRxUYgEAgEAls5RslO8Os4sLa2Jo9+9KPlLW95yzF//6Y3vUmuueYa/v4rX/mK7N69W57+9KfLysrK6D5XXHGFfPjDH5YPfOAD8rnPfU5WV1fl2c9+tgyHw/u9HcHZCAQCgUBgTH02nvnMZ/LrmE+VZXLttdfK6173OvnlX/5l3va3f/u3smvXLnn/+98vL3nJS2RpaUne+c53ynvf+1552tOexvu8733vk7POOks+8YlPyDOe8Yz7tR3R2QgEAoFAYJtheXn5iC+MOo4Xt956q+zdu1cuueSS0W3ValWe8pSnyI033sifb7rpJun3+0fcByOXCy64YHSf+4MoNgKBQCAQ2MJslOQEvwB0Fqanp0dfV1999XFvDwoNAJ2M9cDP/jt8r1QqMjs7e6/3uT+IMUogEAgEAttM+nr77bfL1NTUER2JjQLE0SNfIrvHbffcjB9+n/WIzkYgEAgEAtsMU1NTR3xtpNgAGRQ4ukOxb9++UbcD9+n1erK4uHiv97k/iGIjEAgEAoGtQCYi6Ql+PYDRKOeeey6Lieuvv350GwqLz3zmM/LEJz6RP1900UVSLpePuM+ePXvk3/7t30b3OWmKjbe97W3cqVqtxg2/4YYb7vP+2FHcD/c/77zz5C//8i+3YjMDgUAgENgWnI37C8hUv/71r/PLSaH4/2233cYxCGStb3zjGyltRQHxohe9SBqNhlx66aW8P/ggl112mfzO7/yO/J//83/k5ptvlv/8n/+zXHjhhSN1yknB2bjuuuu4Myg4fvInf1L+6q/+ijKcb33rW/KQhzzkHvfHgXjWs54lv/Vbv0V5zec//3l56UtfKjt27JBf+ZVf2ezNDQQCgUBgE6Wv2Yk/x3Hgq1/9qvz0T//06Ocrr7yS33/jN35D3vOe98irX/1qabfbXGcxKrn44ovl4x//uExOTo4e82d/9mdSKpXkec97Hu/7sz/7s3xssVg8eYoNmIWgKnrxi1/Mn6Hp/djHPiZvf/vbj8meRRcDRQjuBzzqUY/iwfqTP/mTYxYbkPusl/xAAgSUa0WRZDynROV66Yjv44jYx+2PeA/HA2P/PlZTkbaMLZ761KeSzHlvQHcDDqL4ujdgyvDmN7+ZXxtFkt3XVpwgMPtBO+aDH/yg/NIv/dLo9le84hVs42BccjSe/OQny2Mf+1j58z//89FtaO+gomq1WpwdrQcO0FVXXXWP54EhCV47EAgEAoF7A9YVjAxgXrVe3fFAYnl5meOIn3n070mpuHHVCDAYduWT/98fber2bgY2tVQ9cOAA7UzvS8N7NHD7se4/GAz4fKeddtoRv3vta187agv5mwr98Xtf9k8i3fHtbPyXd/6KvOuyf5B+eyDjiNjH7Y94D8cDY/8+orOxVUhxif8APMc2xJb0xY5Xw3us+x/rdgByn2NJfvqdoQi+xhj4w++3+zLOiH3c/oj3cDwwtu/jpvX2A1tWbCAhDgSS+9LwHg3IcI51f5BT5ufnN3NzA4FAIBDYNCQbUJMc6zm2IzZ1zgCLU0hY1+tzAfx8b/rcJzzhCfe4P5ixj3vc4+7B1wgEAoFAYNsg2/rU15MFm05qAJ/iHe94h7zrXe+Sb3/72/LKV76S+t7LL798xLl44QtfOLo/bv/BD37Ax+H+eBwS5171qldt9qYGAoFAIBDYjpyN5z//+XLw4EF5wxveQNcxJMV95CMfkbPPPpu/x20oPhww/8LvUZS89a1vZbrcX/zFX4THRiAQCAS2N7IHLhtlu2FLCKIwC8HXsQBjkKOBeNuvfe1rW7BlgUAgEAhsEbJTt9gYT21oIBAIBAKBkwZjagkXCAQCgcBJhjR8NgKBQCAQCGwiklNY+hqdjUAgEAgEtgJZcDYCgUAgEAgENgXR2QgEAoFAYCuQZpiDnPhzbENEsREIBAKBwFYgizFKIBAIBAKBwKYgOhuBQCAQCGwJsgfAlCvGKIFAIBAIBO61TsjCQTQQCAQCgUBgMxBjlEAgEAgEtgIpRiChRgkEAoFAILBZyFL9OtHn2IaIILZAIBAIBAKbihijBAKBQCCwFchOXYJoFBuBQCAQCGwF0uBsBAKBQCAQ2Exkp25nIzgbgUAgEAgENhUxRgkEAoFAYCuQPQCdie3Z2IhiIxAIBAKBLUEWY5RAIBAIBAKBTUGMUQKBQCAQ2AqkMORKH4Dn2H6IYiMQCAQCga1AFmOUQCAQCAQCgU1BdDYCgUAgENgKZKduZyOKjUAgEAgEtgLpqesgGqZegUAgEAgENhXR2QgEAoFAYAuQZSm/TvQ5tiOi2AgEAoFAYCuQZSc+BgnORiAQCAQCgfsuFLJTstgIzkYgEAgEAoFNRYxRAoFAIBDYCqSpSHKCnIvgbAQCgUAgELj3QiGLMUogEAgEAoHAZiDGKIFAIBAIbAGyNJXsBMcoIX0NBAKBQCBwX5WChBolEAgEAoFAYBMQY5RAIBAIBLYCaSaSnJo+G1FsBAKBQCCwFchQKKSnZLERpl6BQCAQCAQ2FdHZCAQCgUBgC5ClmWQnOEbJorNxTywuLsoLXvACmZ6e5hf+f/jw4Xs9iP1+X37v935PLrzwQmk2m3L66afLC1/4QrnrrrtO6M0JBAKBQOBBR5Y+MF/Hibe97W1y7rnnSq1Wk4suukhuuOEGGasxyqWXXipf//rX5aMf/Si/8H8UHPeGVqslX/va1+S///f/zu8f+tCH5Dvf+Y4897nP3czNDAQCgUBgazob6Yl/HQ+uu+46ueKKK+R1r3ud3HzzzfKkJz1JnvnMZ8ptt90mYzFG+fa3v80C44tf/KJcfPHFvO1v/uZv5AlPeIL8x3/8hzziEY+4x2PQ/bj++uuPuO3Nb36z/MRP/AQPzEMe8pDN2txAIBAIBMYO11xzjVx22WXy4he/mD9fe+218rGPfUze/va3y9VXX739i40vfOELLB680AAe//jH87Ybb7zxmMXGsbC0tCRJksjMzMwxf9/tdvm1/v5ENR1f/ms1ZReI+7g9ick/HLGP2x/xHo4Hxv19xH61t4YLMci6JxykNpA+vy8vLx9xe7Va5dd69Ho9uemmm+Q1r3nNEbdfcsklXIe3FNkm4Q//8A+zhz/84fe4Hbe98Y1vvF/P0W63s4suuij79V//9Xu9z+///u+7JVt8xTGIcyDOgTgH4hzY0Dlwyy23nNCa98PWst27dz9g5+bExMQ9bsNaeDTuvPNO/u7zn//8Pdbn888/P9tKHHdn4/Wvf71cddVV93mfr3zlK/yOjsQxiptj3n4ssuiv/dqvSZqmJLfcG1772tfKlVdeOfoZBNSzzz6bYxd0UcYRqGjPOussuf3222VqakrGEbGP2x/xHo4Hxv19RDccI/q5ublNe41arSa33norOw0PBI61jh7d1ViPo+97f9fhBxLHXWy8/OUvZxFwXzjnnHPkG9/4htx99933+N3+/ftl165dP7TQeN7znsc355Of/OR9nuDHah0BKDTG8Q9jPbB/sY/bH+P+Po77/gGxj9sfhcLmjt1rtRq/thILCwtSLBZl7969R9y+b9++H7oOP+jFBjYeXz8MIIKiYvzyl79MgifwpS99ibc98YlP/KGFxne/+1351Kc+JfPz88e7iYFAIBAInPKoVCqUukJ48Uu/9Euj44Gff+EXfmFLj8+mlXKPetSj5Od+7ufkt37rt6hIwRf+/+xnP/sIcugjH/lI+fCHP8z/DwYD+dVf/VX56le/Kv/rf/0vGQ6HrMjw9UC1nwKBQCAQOFVw5ZVXyjve8Q5517veRZXoK1/5StIMLr/88vFxEEXB8F//638l8xWAX8Zb3vKWI+4DGawrSO644w7553/+Z/7/MY95zBH3Q5fjqU996g99TYxUfv/3f/8+51fbHbGP44Fxfx/Hff+A2Mftj3F/D5///OfLwYMH5Q1veIPs2bNHLrjgAvnIRz5CbuNWIgFLdEtfMRAIBAKBwCmFMTWiCAQCgUAgcLIgio1AIBAIBAKbiig2AoFAIBAIbCqi2AgEAoFAILCpiGIjEAgEAoHApmIsio3FxUVG18M1FF/4P2zL78s47Pd+7/fkwgsvlGazKaeffrq88IUvlLvuuktOFsCi/dxzz6XjHExZbrjhhvu8/2c+8xneD/c/77zz5C//8i/lZMfx7OOHPvQhefrTny47duygWyNM45BceDLjeN9Dx+c//3kplUr3kH+Pwz4iNBFR15DdQWr40Ic+lPr/cdpHSP4f/ehHS6PRkNNOO01+8zd/k9LDkxGf/exn5TnPeQ4/A2Ff/Y//+I8/9DHb7bPmePdxO37WbAtkY4Cf+7mfyy644ILsxhtv5Bf+/+xnP/te73/48OHsaU97Wnbddddl//7v/5594QtfyC6++GKGvp0M+MAHPpCVy+Xsb/7mb7Jvfetb2Ste8Yqs2WxmP/jBD455/+9973tZo9Hg/XB/PA6P//u///vsZMXx7iN+/0d/9EfZl7/85ew73/lO9trXvpaP/9rXvpaNw/6tPzfPO++87JJLLske/ehHZyczNrKPz33uc/m3dv3112e33npr9qUvfekeIVHbeR9vuOGGrFAoZH/+53/Ov0v8/KM/+qPZL/7iL2YnIz7ykY9kr3vd67J/+Id/YGDXhz/84fu8/3b8rDnefdxunzXbBdu+2MAJjxPoi1/84ug2FA+4DYXE/QVOLDzmhy0GW4Gf+ImfyC6//PIjbnvkIx+ZveY1rznm/V/96lfz9+vxkpe8JHv84x+fnaw43n08Fn7kR34ku+qqq7Jx2r/nP//52X/7b/+NCY4ne7FxvPv4L//yL9n09HR28ODBbLvgePfxj//4j1ksrsdf/MVfZGeeeWZ2suP+LMTb8bPmePdxu33WbBds+zHKF77wBY5OLr744tFtj3/843nbjTfeeL+fBy6maLHNzMzIgwnYst90000j11UHfr63/cExOPr+z3jGM2j7jpHRyYaN7OPRQBrwysrKpiY1bvX+vfvd75ZbbrmFboYnOzayj3AHftzjHidvetOb5IwzzpDzzz9fXvWqV0m73ZZx2UfkPsEJGQ6NWNsQRvn3f//38vM///MyDthunzUPBE7mz5rthE21K98KIDdl586d97gdtx2ddHdv6HQ68prXvEYuvfTSBz2d8sCBA8yEOTqRDz/f2/7g9mPdH1kzeD7MjU8mbGQfj8af/umfytraGkP7TjZsZP8QPIhzEHwA8DVOdmxkH7/3ve/J5z73Oc76kYeE53jpS18qhw4dOil5GxvZRxQb4GzAIhqfK/gbREzDm9/8ZhkHbLfPmgcCJ/NnzXbCSdvZeP3rX89Ow319oZoG8P+jgauKY91+NFCN/9qv/RqrVxDBThYcve0/bH+Odf9j3X4y4Xj30fF3f/d3PD+uu+66Yxaa223/sKCh0L3qqqt4tb+dcDzvIf7G8DssxkiCftazniXXXHONvOc97zlpuxvHu4/f+ta3mAf1P/7H/2BX5KMf/ajceuutWx56tZnYjp81G8V2+azZDjhpL6Fe/vKXswi4L5xzzjnyjW98g63Ko7F///57VOD3FmePD4NPfvKTD3pXA1hYWJBisXiPK6d9+/bd6/7s3r37mPfHFfL8/LycbNjIPjrwR3/ZZZfJBz/4QXna054mJyOOd//QokXhfPPNN/O894UZH+J4Dz/+8Y/Lz/zMz8h2fw9x1YvxCUac69OhsZ8YPTz84Q+X7b6PV199tfzkT/6k/O7v/i5//rEf+zEq3p70pCfJH/zBH2z7K//t9llzItgOnzXbCSdtZwN/6Iifv68vtGMhSwLf4stf/vLosV/60pd4G1qaP6zQQPv6E5/4xEnzh1KpVCgru/7664+4HT/f2/7gGBx9fyxQmI+Xy2U52bCRffSrjBe96EXy/ve//6SegR/v/qHI/dd//Vf5+te/PvrClfAjHvEI/n89H2k7v4dYhCEvX11dHd32ne98RwqFgpx55pkyDvvYarW4P+uBggUYh8zL7fZZs1Fsl8+abYVsTKSvP/ZjP0YVCr4uvPDCe0hfH/GIR2Qf+tCH+P9+v08JHhjiX//617M9e/aMvrrdbnayyO3e+c53Um1zxRVXUG73/e9/n78HE/4FL3jBPeRor3zlK3l/PO5kl6Md7z6+//3vz0qlUvbWt771iPcLUtFx2L+jsR3UKMe7jysrK/yb+9Vf/dXsm9/8ZvaZz3wme/jDH569+MUvzsZlH9/97nfzPH3b296W3XLLLdnnPve57HGPexxVLScj8J7cfPPN/MJycM011/D/rsobh8+a493H7fZZs10wFsUGpHS//uu/nk1OTvIL/19cXDziPjjJ8EEAQN+Pn4/19alPfSo7GYAT/eyzz84qlUr2n/7Tf+IHs+M3fuM3sqc85SlH3P/Tn/509tjHPpb3P+ecc7K3v/3t2cmO49lH/P9Y7xfud7LieN/D7VZsbGQfv/3tb9Pjpl6vs/C48sors1arlY3TPkLqCqkk9vG0007j59Edd9yRnYzA5919/V2Nw2fN8e7jdvys2Q5I8M+D3V0JBAKBQCAwvjhpORuBQCAQCATGA1FsBAKBQCAQ2FREsREIBAKBQGBTEcVGIBAIBAKBTUUUG4FAIBAIBDYVUWwEAoFAIBDYVESxEQgEAoFAYFMRxUYgEAgEAoFNRRQbgUAgEAgENhVRbAQCgUAgENhURLERCAQCgUBANhP/Py79YMlSYuhRAAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -239,6 +262,8 @@ " eta2 = aare.calculate_eta2(clusters)\n", " # energy = clusters.sum_2x2()\n", " eta_hist.fill(eta2['x'], eta2['y'], eta2['sum'])\n", + " # if eta_hist.sum()>1e5:\n", + " # break\n", " # eta_hist.fill(eta2[:,0], eta2[:,1], energy['sum'])\n", "\n", "\n", @@ -250,20 +275,35 @@ "fig, ax = plt.subplots()\n", "mesh = ax.pcolormesh(x,y,data)\n", "fig.colorbar(mesh)\n", - "ax.set_title(f'ETA[{energy_index}]')\n", - "ax.grid()\n", - "# mesh.set_clim(0,25)" + "ax.set_title(f'ETA[{energy_index}] - {data.sum()/1e6}M hits')\n", + "ax.grid()" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 6, "id": "cada1860-6b7b-416a-a39b-295586121531", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [ { "data": { - "image/png": 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iRY8kLRL16G1Bt63ucgSR5hvosS/SfCOpHZDmH0laGOixL/zaDa8E3V3tAEZ+egHnpbwlIEmPJC0S9Yj1DS97bbCzvd2RVtck6ZGkRSKS/CNJCwM93gGCnx6Gn4qsX79eHSUgSY8kLRL19Do9GJC4+KamhprHjiWaOpVowgSPDIBsU9e6yWe20dMN2FkL78HV4rRXjzdiZ/94sxYGerwHBD8AAFBTQzVJSV0LSCx2wPevWEF+u3e3/rJrV+sqWT2UVpftentkqgvple3dS0XRQ+0fRHalLHvBhjdEPXjwIPU0vFHxe++9p6ZFRUZG0g033tTjaQIAgDsQ/AAAbAnvHB5ERI2rV5vq0K1YsYL+eN119NlnnylbK0/7Xr7+egreu9dyQLJ+5UoqHmq+A87zlmf+6Rba2fZ7/fDhrcsDm+DX9eupMDradFqs69dff6XXXniByng7ArNBQk0NtYwbp65XRwtlWbN/P217+211NMvmNWuoyIIu5rfffqPfT55CkRXllnxWVFREl1xyKX3zzTem85eZmUnXXPN7euuttyzVK91nB0eMsKRtz7ZtVDxsmLWgjkcT23zmM3Ei+dbVGQY+0UOH0ZhjkumLL76wrIuvT0tLM2W3ZcsW+v3vf+/4PXvPbkvpWW0HAADAEM1mSNzk9OeffxaxyZQ0PZK0SNHDO2xv3LhRe/XVV7XBISHajrZd45sTEgw3Npw2bbpqO/gTFRam7fviC0ObpqYm7eSTT9GCiCylxRvHHX/Cidpk553t3exur/vmtttvV/nj9Nj2s//8x7BM8vPztT/84Q+m09K54867VFpW7YqWLHG5vjYlpVM9fOS2+sknn9Ruv+46baePj7LZHRCgVZeUGGrbu3evNt3Pz1L+SkpKtOB+/Sz7rKqqylE//AMCXDbfdnfvPPDAAy71qvjrrw3TyszM1K666irLZZ+bm6tN9/e3ZMPs+egjF5vUV1912w68/vrrDk1cjr+LjjblL6a6ulpLSEhQtomJiep3o3I/7bTTXer92IQEQzuu9++//74qcyt+tjsS2mmJWhjo8Z5NThH8AABsw8qVKx2dMqsdR+fOnN5ZMtpxnoOt4JAQl45Zeged/fZMaQu0nNOqiY017JgtWrTIkU/+PPPMM4Zp3Xb7n7uU1s0332y5PDZv3qyNiIxyXL/DRHnce++9HforY8ECw8Bz6tSplnXV19drsXEjLPvsjjvucKkjC26+2VRHesiQIZbLcXBklGWf8R/1pNFHWS6PnJwcbUDfIEs+u/zyK7pUp5jU1FSXOsy/G1FXV+eSllEeuW4MiYzuUjsAAJBHXjcHP5j21sNwn6y0tFQdJSBJjyQtUvQM4+k+bfAkJn16WEtCguH0sGOPm6SOfFWSftJgOhS/h7B1yxbq27cv1XKaQcE0ZlLr97jjuWf+oY5sM4GILoqNJW3jxk53t9d9M2fOHEpMTFTnhg8fTrfffrthWr+/5mqXtH4XFeU2LZ1nn33WYTeN9a1YQbR5s1u75198kbKLClU6U4jo3GHDOiwP57qmT2ly9teegAAaOWeO2/xVVlbS+g0bHLqm+fhQ8/r1hrr69OlDv23LoKioKGWbM2SIKZ8NHda6dQJPodpMRH+YP98xrczdvTNz5kzL9eriCy+wVD8YXsJ1547tDptZffqY8vMfr7+BSutqHT773fDhFBUf77YdmDFzJsWNjKdJgYEOTUF5eaamDn797XcuvxcWFhraBAYGUvGyZY60+Gg02XPUqPgutQN2R0I7LVELAz1ehGYzJE574ykykoaFpeiRpEWSnjfffLNtalIf9bR4/7ffmnoivX37du3FF1/UVnz7bev0GBNP6HV4Cg6XnfNUKCN2796tRoBuvOlmwyk8zr7ha/lpuZFN+3bxsssv12bMOkE7ePCgabuMjAztggsvMvV0Xr8+MjLS8VR/+fLlhnqcR5luuvpqNeJjdgrVqlWrtHPPPVc7+ugx2i233a5G4szSlXLkvysf3n33ISMJ7u6dffv2qXr1/eefW6pXr732mhYSGqpde+21pvO4du1abdKkSdqgwYO1P995tykbnhrmPBLDPjPbDrCf1IiPhXvlkksvU+n0iU5Sxz179pjKJ3+3Xn5mpq9xuTuP1JltB+yOlHZamhYGeuwLpr15GLiZ7At8Y1+WLFmiffHFF10f5uZOEnf4bdJZ8rS6tmPHDuWDzoKR9nq4c//TTz9125SEHoXrBHf0nTr8pv1jsV71pr9//fVX7bvvvrNe1yxq4uA7MWm0CkjOGjxEa6mqMp9Ji2mxpnnz5nXrdJcjjae1Bd6ihYEe7wl+/I/0yBMAALTn3HPPVTu7dxmeKjSFJwGBrpCUlKQ+5os7mE499VTPKGyuGzz9j6d48RQq/r2pqUfqlb9/7/2JPfroo9WHl5a2hEVN4eHh9N2nnxAdeywllBSro9F0yq6mxXp4Kuytt95q2gYAAIzAOz89DL9TwB0DPkpAkh5JWiTqkYQ033i8Hr0T3tZh93g9TvSGloTaWkrQN7a0uleVl4O6Zl8k+Uainu7Eh4d/yEbw015+spSXl0cxMa0vqAIAvA+9LeAXwcPCwo50dgAAOrzfDi8WwYEPL+BhduSnC6AdAADk5+dTbGxst/UHMPLTw7S0tFBBQYE6SkCSHklaJOqRhDTfQI+X+0afOpia2qOBj0Qk3TuStDDQ4z0g+OmFm2nnzp2iGgcpeiRpkahHEtJ8Az32pdd8027qIPC+e0eSFgZ6vAcEPwAAe1JTQ5Pbjj2dDqWl9Xw6Ryo9ADwc3pvJd8MG3DMAgG4BwQ8AwH7U1FDQ9OmURkQhs2b1XKeHN7jkdxemTqWW8eN7JdCqP/polV4TrzRmJb2uBk1Sgy2puoALLVVValPafqec4tiUFgAADgcEPz0Mr7IREREhZrUNSXokaZGmp3HTJgrIzlY/+2Vl9dxqUhkZ5MMvbXNjmJlpLR0LnW/dN9rWrRSYm6vO+e/ZYz49/QXzqVMtdQC16mpHsGWp42igrdvrmsVAhnUdGD7ctC5e1+e6G2+iW2+7rcMpOj1671jQVl1dTWVlZYeVlk96Og3o29eUlv3796uysXPA+vEjj5Bj0XUBK8tJaqclaWGgx4vQbAZvYMTZ4g2NAADeyb233KLt4OaJd3YfOND0poi8Y33GggXqaM6gWisIC1PpcHrvzZ9v2q6lbaPMmthY0+n9v1decejK9PPTGk1u2Fbx00+tm3LqH94o0gQL77zTul11tdLE1zcnJFjaKNZy+WualvPbb1rZ4MEum44asfzZZy3p+vTTT9XfFf7ceNVVWm1Kiql0eOPWN998U/vss8+0hW+9pVUuW2Yuf8tXaOecc65209VXO+qXGW1Dh8Vq/ULDtNtuu03bn5trakPQiooKlb9brr1Wy/LzN53WV199pfn4+mrjJ0zQfvzyS0ubj/KmtqmpqepoGt5MNj7eUr1auXKl2kxVv2fM1g8AgCzyunmTUwQ/PUxzc7O2Z88edZSAJD2StEjS88svv6hGjjs9k4m0AX37mupkcYebAwruJGX5+ZnqgHNZDRs4SKXD6fn4+GgHDhwwziR3FJ063+cPHeo2j7pvJhw70aGLj998841xWpqmPXT33Y4O4G5/f1Pafv75Z5eOo9kOZ95nn7loU4FCJ3r4+MCDD2njJ7TqcuQxIMBUHrds2aLKwkogU1VVpY2MinIJIo3SmjFjpqNOdVQeHd07vNt7SGioW7vO+MMf/qDsrGhraGhwBGhWOvwPP/xIh2k1r13rNo9333235bQYrueRkZHKNjo62tS9ydoeOfNMw3rVnhHxCS5tQf7OnZqnI6WdlqaFgR7vCX4w7a2H4SkWOTk5olZDkaJHkhZJeo466ig69dRTqZaI0omotK6OMkxMddmzZIlj48X45mZK/fe/DW1qa2up3s9PpcPp8QOhTJ7+ZkRyMhWFh6sfdxLR0n376PPPPzf0zW233uLQxUcz+xWUlJTQ86+9RhOIaAoRHdPURBm7dxvaXX/DjSoN3e7bp582tTLXTa++qjTp2jLc6GlqaqK33nqLftm8kZKJHNOTRjY2Kn+4Y8OGDTRz1iz1/Xp6tbGxqmzdsXz5ctpTWOjQNba52bA8NJ/WP3XOefR1mk7Z0b3j7+9P1ZWVbu0644ILLlBHK9q4Luo4p2c01euEE44/JK2DQ4ZQy5gxbvPI+2VYTYs5+9zzqKioSP3Myxx/++23bq/fvXs3TZ02nZ7//nvDetWec88+Sx31e2bDb7+RpyOlnZamhYEe7wHBDwDAVvTp04e++uorSkhIUL/Hx8dTskGHmBk5Z45L5+qW+W9QY2OjW5uQkBDatGG9I63ExERTaXEQseD221Xne0Jb58xMB+Diiy9WaehpTZw40dAmOzub6uvqHB1ArW9fU3n88+23qSPbrffxoZgkRxe3U9avX0/frljhCCymBQbSmEmTOr3e19eX7rn7LvUzd2Z3tc393xMQoPzhjnXr1lFlRYUjQJvdvz9pGzcaBmhnnXUWPf/886ocuDwihg41LI9vlnxJW7ZsoeoRIxx1pIV9bmD34YcfquM2p8DCjN0555xDsXEjHNouio011MbB1pjkcar+Z7SVoYLri5v0TjvtNHr44YcdaV0YE0Ppb75pWI7nnXeeeseB09rt728qLaa2ptrxM9uffvrpbq//+eefadPGDS6B+EUJCW7rlc6zzz7ruDdHjBihtAIAwGGj2Qxp7/zw1IkVK1aoowQk6ZGkRaKegoIC1Rbw0Qw8/SbYaUrZhOMmmU6rK+8wvPPOO45pSosWLdJaWlpM+aYraaWnp2sff/yxNm/ePG3Xrl2m7TiNtWvXavn5+aaur62t1c773e8cuq685veGelj3yaecqoWF99eytm41/c5PXV2d9u6776p0eLrhwoULTevStVktR742PSXlkHd+Ort36uvrtX/+85/aDz/80KGdO4qKipTfrOSxqalJTetTNlyGFt7D+e9//6ve4+G/oWbbgdLSUstp7du3TxsSGaXusVunTDG04Tr14IMPOurUX//6V0s+s9oO2B1J7bQkLQz0eM+0Nx/+h2xERUUFhYeHU15eHsXExJCn09zcrKbRjBo1ivz8/MjTkaRHkhaJevS2gKfnmJkexnzyySdqtaypU6fSuHHjenwVIi5vfjJtlI4033S3Hva1WR/3BJL80xtaNvz8M0WccgrFNzW1jhZt3mw40sT35bJly+h3v/udGuXqyXbAzqCu2RdJvpGmJz8/n2JjY7utHUDwAwCwJdI6PQCIgZer5mXGdVJTiabwhLbuB+0AACC/m4MfvPPTC5H3jh071FECkvRI0iJRjySk+QZ6vNw3/F5Q27trZt4TAr3sn15CkhYGerwHBD89DM8qLCws7N2N5HoQSXokaZGoRxLSfAM9Xu4bnuLGU914xMfElDfQy/7pJSRpYaDHe0DwAwAAXdx9HgCvhQMenuqGwAcA4GEg+AEAkLcHJS1VVVQQFaXeY9AmTOj5AAiBFgC4ZwAARwQEPz1dwL6+FBcXp44SkKRHkhaJepggImo85pjWl6t7MCiZf9ttFN22oaWPiY0eD8s3NTXUwBtQ9lag1QNIq2uS9EjS4twOtIwf3+PtQG8gyT+StDDQ4z3IqLE2v5l4czZJjYMUPZK0SNTDG53ya9QDS0tbT/RAUMJ89tlndO+779KugL7q94NDhnT7C9zOvtm1eDH1ycnpsUCrN0aabFPXuklXj+rpxVE+rbqafNLTacSQIUfeN91EVlaWagf6Fxe3nuite6aHsM290w1I0sJAj/cgo8bafPUQ3llc0mooUvRI0iJNz4cffkhXX3212n1+p37SYFWp/fv300svvURffPEF1ezfb7rDOWDAALX7/PjGOrX7/KPnnWf4HsNHH31Eo5KOos8//5zS0tKoxiAd3Tfr16+n42+5lXb5tO65UDV0qGGgVVdXR2vWrKEDBw7Q+pUrqW7lSlO6WlpaKCMjg1566ik6EBtr6qk5v/BbWlpK1dXVbtNqX9caGhpUHnft2kWpy5ebziPDZWdFl843n3xC+YMHmx4N4Bezz7/gQnrooYcO8Vdn9w7//s477yi/KT9bqFdc/i88/jjlDhxoacRCL4/alBTT5cF15N+vvkrZERHkM20a1R99NDW3jWR2Rm1trQoslixZQr9t2EBNa9ZY8pmZeu/MSy+/Qvfccw+tXLnStF1lZSVNnTqttR3w8xexupykdlqSFgZ6vAjNZvDurZwt3s1VAtgx2L7AN/Zl5cqVjh3heSf5RXfdZbiT/FVXXeW4fic3bfxJTDS0493mfX19le3AgQO17Oxsw/z17dvXJX8XxsZq1SUlhnXtueeec9hMJtJe+cc/DNO6+eabHTY72nQ1JyQY6nr4kUeV3WS9LPRPamqnNgsWLDCVVvt75+GHH+5SHlNTU7Xo8HBLNg0NDdqdd95pSRfz2muvOXw2pF+oVrZ0qSOtztqC999/38XPmb6+puoV16HpM2ZayuPmzZu1M888Uwv197dUHrm5uVr/iAGHpNW4erVbu5NPPf0Qn5m5XyoqKrRhw4Yp28GDB2tVVVWaEVyuejnyJ3HYMK02JcUwrdLSUpfyv+nYiYY2dkfS3x1JWhjosS8cE3A7wDFCd4CRHwCA7QgMDHT8zKMyDfzU3GA0hneyZviZcNsOJKamyPDoCD+lZ3h0paioyO31fC0/adffRdhMRJ/m5ZHPxImGT84nTZrk0JRORE19+pAR+lNV1pXUds43K8tQV0N9ax6tjJ7p5WA1rWHDhlm2u+W2P9PUqVMpprzcUlpP/+Mf9PLLL7voquWRLYPRgDfffNPhs5+rKqn/7NmGozH9+vVz/MzfntBWPkb16s933kVr16y2lEceRfz+++/pqKYmS+XBoygHy0pd0jIzdbOmuvIQn5m5X5LHjae9e/eqn0tKSmjTpk1kRF5enuNnLv+v9+6lvieeaFj+PJKow/dM8EknYnU5AMBhg+AHAGA7kpOTKT4+Xv2ckJBAF110kaHNDTfcoI7cdcvU56CbmCLDaY0aNart8kT1uzuqqqpowKDB6udxPj6OjmMQd/AMOo7HHXecSoPhNG+++WZDXXPnznXo0ju3LQkJhroefvhhR6dxSkAfql2xwnBPlosvvrhLaV144YXW7bTmLqV1Enea23RNIKKzBw4kbeNGw05xPH+3xc7+eH7Jvg2+are/ualXt/7pZpc8nh8dbZjHu+66q0vlMXr0aBU06WmdNWAApXOgZ1AeTz35pOX7pampiYKDOHzxUUHMdD8/mnjUUWSE8wMFK+Xfvh14si3PAABwWGg2Q9q0t+bmZm3fvn3qKAFJeiRpkainoKBAtQV8NENxcbF2/Q03ai+++GLrFDSeYmRyigxPfeMpWHw0w969e9WUHE6nJjbWcMqQs2+splVfX6/9bu6F2q233qqtW7bM1HQh53xeceVVWgrbmOSxxx7TjhpzjPbVhx92mlZHde3ZZ5/TLrzoYu3npUtN5bGpqUkbOXKk8vExCQmWdNXW1movvfSSdtrpZ2iZmZmmbMrKyrRFixZpy7/5pnU6mZPPOrt3OI9//dt92qOPPqqtXr3aUr3i6Xkvv/yydv3116u0zfDll1+q8rj+iisslQfD5fD0009rJSUlptuBBx58UDv5lFO10vx807r4fkyMHW5pqlxLS4v2wQcfaD/99JOWunz5IeXfne2A3ZHUTkvSwkCP90x78+F/yEZUVFRQeHi4GiaPiYk50tkBABzhtqC8vJzCwsLs6weetsNPr/mJOTZ8tAT/+eHFI8aNG0djePnv3sLGPmtsbCR/f3/y8fEhu7Lviy9oaNuIpCI1tXXD0x4of49pBwAAPUZ+fj7FxsZ2WzuAaW89DM/XT09PF7UaihQ9krRI1CNpp3tpvukuPdzBv+yyy3o38OnAZ3byT0BAwGEFPr2hZegZZ7ROkevq6msm7hmp2KmuHS6StDDQ4z20TWAGPflkk19ItdkAW5eRpEeSFol6JCHNN9Dj5b7hoIXfH7Pp6JmdkXTvSNLCQI/3gOAHAAAAAF0bvQEAAA8D094AAAAAAAAAXgGCnx7Gz8+Pxo4dq44SkKRHkhaJenoVfgE7Lc30Dvfe7hvosS/SfCMNSf6RpIWBHu8BwU8Pwy+uDhgwwNYr93irHklaROnp4UCko/Qa+b2FqVOphfd16YF0XXzT2/qk1rVuLEdb6OkmJGlh3/pu2KD2FJKCJP9I0sJAj/fgb+dVN3hDNb1CckTO55xfrPP19VUfs+f5O/i79O91Pq+naeY8L0PK3+t8Xs8j75Cu75LuvBrKlClTVJ7aX+9pmjgd1jN9+nSVH2etnqapoaFBaZk8ebJaYakj/3mSJtaTmpqq9OhL5XqcJu7IHnss+e/eTf7DhlFoWz7btwXdqmnzZgrYs6f1fGameom7aeLEbvWTft9MHTuWKuLjaVBZGWmjRlHzhg3kExLicX7S9XC7FhgY2Gnee0xTfT35HHus2iRTL0d+B6Wrmurr6023Bbb2U9sS0qnV1XTc8ccrfWbybktNNTVUnZRE4UVFtJlfRq+upianhRU8UlO7v6F6fjxVk/N9w3XNSt/Ijpr42nXr1jn0MJ6siW3b6/FUTc3dvKKgbYKfefPmqY8ucNu2bZSdna1+joqKUrtYZ2ZmUmFhocMmLi6ORowYoa4tKytznE9KSqLo6GjauHGjWolEh4dn+SkFVwbngpw0aZL6A7569WqXPM2cOVPd3OvXr3dxyKxZs1R6W7dudZwPDg5WFYx3st65U9+fm6h///4qLV6jnPcu0vFkTTq5ubmUk5Pj8Zo4YIiIiFB7jXiypuLiYtU4sR7GEzWF/vYbTdy9u1XX3r10/cyZtGXLFsf1PaGprrKSjouJoeD8fCoKD6fI5OQe8ROz7aOP6Ni2fPhkZtKWhQvJf8aMnvVTQgIN2LeP0ioqqDEgwLSmjatWUciePVQ9cqQK0DrS9Msvv6gAiO+nzC1bHNeHR0eb1uRbV0cJtbVq+eRtmZmmNE1oaKDwXbtcyrHy6KPdaqqurqbNvEKZGz/xvdNZu9elujdkCO1evJgKBw2ilr59Td1PaStWUN/MTFWObGO27nE5Hnf99aoeHxsTQ+lvveVIszNNoaGhNHHiRFu2EaotKCpq/X7eWyg1lTZHRDiu7VY/9XK7p2P2b67dNfF9Y7UfYUdNtbW1Ln9DPV3TVJ7N4KTHkzVVV1dTd2LbTU458Bk2bJiIkR92qj5S0v56T9PE6fCNxA2FhJEf1sINhJSRn7Vr1yo9njzyUzN6NIUVFtIu/0Ca2NJIz/zrX3TTTTcd4r9DNNXXU/GyZXTpE09S6tYtdOaZZ9Knn37qVhPnfVTSaKos2EdHNzfT5qYm+jU7m4YOHdph3rmMr7/xZqqqKKdrrrmaTpoyhfYuXUrDzz6bggcN6tRP+n3z1Ycf0s1v/j9KbGmm3L59acjevRQQHm7sp+pqqly7ln4qLCQtKIgGDRpEJ554oqGfavbvp4DJkykoP99lhMTITz999RWNu+YaiqyocNj5h4W5jPywnmnTprWO/FRVqZEYDkRqY2KoiTuvkZHGda+mhqoSE6l/cTE1jBhBflu2KH1Gde/tefPoxDvvVJ3i8shICuE/1gYjP8efeBJlbN1KF114AT1x//00uKiI/CdMUOlxR659W8Aauf7wH3n+W3QgL48m+PtTn4kTHUFFh5r087W11DR2LAXm5FBzQgJpGzeqPLq9n2prqWHMGOrjZOMXGtqpJqauro4WL15MS598it797VfH/9evXEl+06e75FH3x2+//UYzZs6k/v0j6M/X/ZFuOeEECjzuOEfdcNdG8P+9++679OI/X6Lbbr2FrrvuOnNtRE0N1W3YQBmaRqPGjVP3SL9+/TrUxN/TcPAg7R0yhBI1jbgrdvcpp9IXS7/3mCfVnZ13/hsqYeRHv2+kjPysWbPGoYfxZE1s216Pp2rau3evCqq6bbNjzWaUl5dzqWh5eXmaBBobG7UVK1aoowQk6ZGkRZKe//fKK9pkIi2ISLUFkZGRWnV1tXuj6mqtYeRIblK1HU62zc3Nhum9/PLL6lr+BPbtqxUVFXV6LX+ffm1QW1qc5u6AAK26pMTQNzHD45Sdrm/btm2G+WNttcOHu2jz8/fXDhw44NasrKxMOz4wUNk5Pqmpbm2ampq0hx56SOXPnd0hdY3/3+n6C2NjjX2madqv77zjYlebkmJok5aWpvn4+DjKMSoszFRaHflNS0xU5dvRvbNw4cIObZoTEpSNER/ccYdlbeoaizZfffXVIXmsGjpUaywv79Tm3Xff7ZKu2tpa7fgTTvxfuQQHmyr7ju7PsPD+2r59+zo12b9/v8u90q9fP3Np2Rwp7bQ0LQz02BeOCbjN4RihO8CCBz0MR688fKdHsZ6OJD2StEjSM+Wkk6jy6DFU2/Y7D8Nn8GaK7sjIcLy3w6MB+n7zv/76vyfhncGjsjr1dXWO6bYd4Tx6m9yWFjOysZH2LFli6Jurr7xC6UonUseqqirD/LG2vrm5Ltqam5rUVIHO4Gm2M2cdT+vr69VTc6Y2NrZ1Q0o3/OWvf6Mnn3ySuLTd2R1S15KTqajtaRzbfZuXd8iUv/bwiMWFjz7mSIePBl5W8Kjc4CGRjnIsrKgwrh9OOPuN3xni8u3o3uHpYB3Z+GZltW7u6QaeCnL9K69Y1ra8pMTFhkf6jJgwYYI6cnnwT7zzzsYFCxwjRh2hP8G1qounnqxevUr9zONzyTU19GsH07nM3J8V5QfVVJvOCAkJocknnuxyr1jxs12R0k5L08JAj/eA4KcX4GkhkpCkR5IWKXp4fvGG9emUkJCgfudjskGnnTvfLW3Xc6exYMAA+stf/kJjxowxTI+/OzExUf3MR6O0pkxrDZaOueRS2tM2lWBPQACNnDPH0DcPPvigpbQ60sbdvxtuuMGtyfvvv0+/bstwdIjPGjDAMe3KHceMOVoddbs5Q4Z0audS14KD6dHf/U51vCe02R88eNBtWtwBzystdXTY+cjToYzgKWh7dmepKRDMyJEjTZXjzBNOIv+AAFV+7C8F+6LNtv29w/PZdXYFBjqCEuULg/RuufV2l2DkvNhYGjNpkmEe99fUuJTH4qU/GNrExsaq90mDgoJUmsVxcTTeKaDviPHjx1PcyATKDQ21pGvgwIG06uefKTwgQC1CkMZB4h//aLziXgd1mPPNU9w7o2/fvvTdt19bawc8BAnttEQtDPR4CZrNwLQ3eyNpWFiSFol6CgoK1DA3H03B08NSUrT0lBTL02P4+tTUVFN2FRUVWnp6eqtdSYmWsWCB2ylv7X1jJa322ha+9ZZ2081/0nJyctxenp+fr82efaZjetL8+fNNJ7Vr1y7t6quv1iYcN0nbvXu3oR6d8+fOdaQ3d+5crbS01DAt9u0777yj3XHHHdpHH32kWcFqOfKUxcrKylYb9hdP1Wuz7eze+f7777Vbb7tdKywsVPVKTUMzkd6/Xv0/R1n4+flpq1atMpXHb7/91mF39tlna5s3b9bMwtpWr16t/oaabQe47Kzo0qn46SdL0ynbElPpPHzPPVry+Anali1beqYdsDmS2mlJWhjo8Z5pb7Zd8ICfZMXExJCnwy9x8WoV/HKj8wtnnookPZK0SNSjtwXd9oKjF/pm3759tGLFCrr00ku7dWpKR3pKS0vpp59+orPPPvuQF9m91T/8vbzi0eDBg03bVFZWqlXYbF3XeKSHp9vxtEEePeNV9AxGFbuKpHZAWjstSQsDPfaFp3LzaHF3tQOeX1sBAAB0+n7MFVdc0Sulw+8gXXLJJfCEE9whtBL4MIcT+PQaHOhwwMPv4PBUtB4KfAAAoCdA8AMAAAAAa3DAM4XfTgIAAM8C0956GH0tdX0tc09Hkh5JWiTqkTTdRZpvoMe+SPONpHZAmn8kaWGgx3umvWG1t16ANwKThCQ9krRI1CMJab6BHvsizTfSkOQfSVoY6PEOEPz0MPxUZP369YfsvOupSNIjSYtEPR2+ZJ2WZrysrg2R5hvosS/SfNMhaAtsgbS6Bj3eA4IfAICt4f1g9mzbRlW8qtTUqa2rTHlgAAR6AA/uBAPr7N+/n1b98APV8h5MaAsAAF0EwQ8AwNZERkXTpcnJ1G/fvtYTvLxuT+703osd6uqSEqr/+Wd7dt57M7DoQlq1Bw7Qft4OYepUauHNUe1YhuAQHLtrWPT5iJHxauW8u2fPpqD8/N5pCwAAIkHw0wt05/4adkCSHklapOmpaesUNdTX0a6YYxw70at9RTrZ6Z1tXn7lX/THP/6RUlNTSauuNuxg8QvVDzzwAJ111lk0c+JxVBAVZfqp8p49e+jGG2+kbdu2mfbNwoWLaHBkFEX0DaK9Q4ZQ4AknGKa1YcMG+vvf/07ffvst1ezfb6rTyPvu5ObmqnIwa6NzIC+PDo4c6bYcOqprnE7GggWt6ZmEr61OSrL0JH/58uV06dhxNKisTP3um5VlqhO8ceNGuurqqymLrzehh8nJyaH09HT67LPPKGvrVtPlyJ38l19+hV5++WVHXTbDq6++Svfeey999913VJydbSq94uJi+tvf/kZvvPEGVRYVUfiOHYY28157je6//361D5SV/DF8fVpamqpjVvj000+pb1AQHT0ynvJ5CXATPtfzVlZ6gMjXj7aHRFBe376GbYGdkdROS9LCQI+XoNkM3r2Vs8W7uQIAvBPeeT4yMtKx2z1/EmOHaw2rVnW6Ez3bJCYmOq4PItL29OnTugN9YmKndm+88YbDZrLzrvUGO9dzev369XPY3vOnP7XufN9JOrpN//791fVT/AJMp3X0MckOTTt9fAw1NTQ0aHEj4x02O/Q03Ngw+fn52sTjJlkqB2b79u3a0w89pO1su353QIBWXVLi1mb//v3aww8/rM0M6GMpLWZkwigXXU0JCW516WUfGhqqysTX10/74YsvWtNyY1dWVqaF9Y+wXI7MTz/95Kgb8VFRWm1KiqHNr7/+6lJ/zaZ31113WbJpaWlxubfiBg/WqpYtM8xfR/fZ22+/bWij24WEhLTVfX9TPmebESNGuOSVP+s4rwa+AwDIIS8vT937HCN0Bwh+ehj+I3PgwAF1lIAkPZK0SNOTmprq0tmZNGWq9tVXX1mymRbS31QHa9myZS4dzv0DB5rqcK5Zs8Z0R1X3zbp161xsMn19TaVlNThz7txaCWSWLl16iJ6a2NhO9fBx48aNHaaTsWCB5o558+aZSqsjnn76aYctp5vOgYUBzvWjvb9aqqo6vHeampq6VI6M3mm3EsQ41w8r6V1xxRWWbGpra7sUZLUvR/74+flpy7/5xjAYWb16tUuau0wE8e3TOmfOHO3ue+7VPBlJ7bQkLQz02BcEPx5GY2OjtmLFCnWUgCQ9krRI08NPfBMSElSHh4/8u9Un0jEDB2nlUVGGHSy2i4mJUTaBfftqVcXFpp4qs13fvn1NdTp13/BTKz2P/v7+2ifvvmsqrblz51oOmPQOsRUbZvTo0Q67c4cM6XAEx7mu7d69+5BOtJmRn+LiYpfO8DmDBxvaOJd9fHzryBaPEJqpH/qsgo781bh6daf3zh133OHIY5afn+lyjBk+okujiWFhYcouLCBAqx8xwlR633zzzf+CijZft4wa1akNj7p1NajjPA4ePLjV3i/AJU2j+0z3ma+vr5a6fLlh3e9KO2B3JLXTkrQw0OM9wY//kZ52BwAA7QkODqZVq1ZRdHS0OvLvRvA1mzdvppUrV9Kvv/5K1113HYUFBLS+C8LvBXTyHWy3Y8cO+uabb2j69OkUwu8i8MdEeuvWraN//OMfdNdNNxHxh1/AdvMegp7HjIwMSk5ONqWLefzxx9UGb6eddhpFT59OtHu3W03MCy+8QLuy9tCx48dS9FNPmbJhOG+XXX4FlVdU0Ieff0bBISFurx85ciSlpKTQiSeeSBOI6IsnnqBZN99MwYMGubXjl9ezs7Np0uQp5B/gT4u2b6fg0FAyA5fb1q1bLZUjb4zH75zwez/XXHQR0aWXuvpr06YO7Z555hkqLC6hEcNjKeree02X48cfLlTvCvF7Z7Wvvdb6kr7BOyqsg5cO5vd+/vrXv1KfAQMM6y9z8sknqzoycOBAGnLBBbTxiy9o3BVXkH8nNnzd4sWLqbGxkYYPGkQtN9zQ+t6UiXdoOI/ff/89nXX2uTRg4AA6OTiIRq1f77oAwZQpbn121FFHmdqosCvtAAAAGOHDERDZcDfnvLw8iuGVfDycpqYmWr16Nc2cOZP8/T0/1pSkR5IWiXo8bmd3fjG7k46qNN90pIcDSF6KmM9ZoaqqSnVqfX19j5i/mvr06Vn/uKkb3U2X6trh5I9tedECPZDcvLlbNXpcO2CApLZAkhYGeuxLfn6+egDYXe2A59dWm+Pj46P+sPNRApL0SNIiUY/HwR2+Dp54S/RNR3pGjx6tPlbp168fHWl/+TQ396x/3NSN7qZLde1w8se2HPD0UnDn6UhqCyRpYaDHe8DIDwDAlkh74gsAsA7aAQBAfjeP/GCfn17Ynb6goEAdJSBJjyQtEvVIQppvoMe+SPONNCT5R5IWBnq8BwQ/vXAz7dy5U1TjIEWPJC0S9UhCmm+gx75I8400JPlHkhYGerwHBD8AAAAAAAAArwDBDwAAdLSCVVpa6xHYG/gKAACABRD89MLqIREREaJWQ5GiR5IWiXoOu4Nr0aampoZ+/PFHeuTee2l/bCzR1KmtS/h2QwAkzTd20VNVXEyVCQmH7Su76OkOJGmRGOhK8o8kLQz0eA8IfnoYPz8/GjdunDpKQJIeSVok6knjTg4R/eXWW2nvkCGmO7glJSX0/eefU3l8vGmb3Nxc6h8RQWeccQZ9/+KLNKi01HXTxk7glWe67BuTHblNmzapzVQPh5aqqq51GjvJo9u61guBal1dHb3yyis0NzGJQgsLTfmqW+6dLmhrbm4mq9vp8cpGysZCehy8W20H6uvr6eDBg9SVdyMO6z0PC7oOHDigjg/edRfti4zs1ocSRwJJ7bQkLQz0eA8IfnoY/gPBu5hLeiFQih5JWiTqufPue9Rx6+KvaVh1tWEHlzeoSxx9FA0ZMoQeufBCCi8qMrTR4Q5gY0ND6+URUVQQGtr6H252vH/44YdpwMCBdPnll1NBVpbbzpzum0WLFtEf/vAHOufkkylv0CDDjhx38idOnKg2EXzwwQdp3bJlVLdypamOH3eev/vuOzp+0mTKHTjQdKfxP//5D91444107FFHU3ZERId27evaN998Qy+88ALN/+c/6cDw4abSqq6upvfee4/+88YbVGrSRufev/6N7rzzTkoPHkw79ZNufMUsXryYRiaMonPPPZf+3yuvUPHXXzvScnfvzHt9PsXGjaCJY46hvYMHW8onr4QVNzKeJk+ZSqmpqaY6/W+++aZa0jVpeByVDBtmKr2HHnqI+kcMoN/97ne04eefad8XX7QGvG5grawrPiFBlY2VgOSOO+6gvkHBtHTpUjID18Wzzp1DAwcPoXGJSZYeZvz73/9Wx40ff0FDdU2HEegeaSS105K0MNDjRWg2o7y8nB+RaXl5eZoEGhsbtRUrVqijBCTpkaRFmp7q6mrVDvAnyMdPy/T15efgmpaYyP/ZoU1ubu7/bHz9tSx/f0MbPa1BgwY5bPmzbtkyTUtNdWvn5+fXmhaRtoPTcZOW7puY4XHKZrJ+vf7htDpg3bp1/9PklE5zQoLbvDGTp06zlBazfft2R3ru7JzrWkNDgxYcEmI5rSeffNKyjc4HH3zgUi6/vvOOYXnccsstnfrL3b1z5ZVXdSmf/Lesb9++rfn08VXpFoSGuq0nXBcHDBigbKb4BZhOLz4+/hBtLaNGuS2TLVu2uJRhQViYqfvlkUcecdj169dP5dmIlpYWLaRfP8vlyN8dGRlp+j7zBCS105K0MNBjXzgm4HaA29XuACM/AADbkeH0VLdWa6aP7r+fiJ+c807ynewgz0/ZHTYtTfTOHXcY2uhp7d+/3/H7PffcQ1NOOql1x3s3djydieGxhiT9pMET6elTp7SmSWRqxGL37t2On53T8eWRJjfp8CjYjt9+s5QWM2rUKMfPZu0CAgJau6TtbGr5vSk3aZ122mmWbTrKZy0RlfLvbnzF9OnTx7K/mIkTj7Vcjsyvv/6qRu4UWotKN6qy0m26XBdL26Zcbm1upExfX1Ppsb/ba/PJzHSrbSWPILah8lZR4TZvTENDAz399D8cvzdXVdGmN94wHL3hdymm8v1ksRy5PIraRnDZz7fOnGnqngYAAHcg+AEA2I7k5GRK4BfZiWjo0KF0Bwc/BsEI2yRyZ4qIQkND6c4HHjC0aW/Hx8cff9zUC7xXXfN7dR135nb7+5vqzM2bN4/8/P1VR25OTAzVpaS47cidfPLJNPeCC9UUu/KYGEensYXLxk06/v7+tH59uvqZ0zohNNQwLX3OexYHVm1258fFmbLjhSKYOh8fmkBEF8XGkrZxo1ubqVOn0qDBg1U6Zm0689mxx7YGKEZTtRgr/mJuuukm6hMYqPL5u+HDTZUHw+9CxMXFqZ/Z5xc+8gg183tobtJlXfFt1/gEB1MAByEmOvu33HKLQ9ueNm0aB4RutHH5+/q2vqtRNGgQNYwYYVgmHEC+/PJLFBwcTEFEtJmIZt59t6npa/PnzydfX19VjhfGx5sqx/btwL8XLjR1TwMAgFs0myFt2ltTU5OaSsJHCUjSI0mLRD0FBQWqLeCjWXiaTGpqqqmpOIdrx1N59u/f32pXUuJ2mpyzb7KysrRPPvmkS3lMT0nRalNSTE/5KS0tVdOUdu/ebSmtXbt2aYsXL+40jx3VtY8++kj773//a6kcMzIytIcfflhbtmxZr/gsJydHW7p06SH+Mrp3qqqqtJSUlC7l8bvvvtMqKir0E4bTKdmGpztymlbYt2+fKo+KwkIt++OPtSY9TTdwvhxlaCJvznnc/OablqcrsqY1a9ZYKseutAN2RlI7LUkLAz3eM+3Nh/8hG1FRUUHh4eGUl5dHMTExRzo7AIAj3BbwimphYWHwAwB2gkd6eMSHp8nxaFEPTUVDOwAAyM/PVwvBdFd/ANPeehh+L2DHjh2O9wM8HUl6JGmRqEcS0nwDPfal13zDgQ4HPHgHx2vvHUlaGOjxHhD89DA8sFZYWGh5nwe7IkmPJC0S9UhCmm+gx770qm84AMI7OF5770jSwkCP94DgBwAAAAAAAOAVIPgBAAAAAAAAeAUIfnq6gH191XKnfJSAJD2StEjUIwlpvoEe+yLNN9KQ5B9JWhjo8R6w2hsAwJZglScAANoBAEA+VnvzvNVDtmzZImo1FCl6JGkRo6emhjRePcpgw8SO7CgtrffsLMI+2ZqaSs1r19o2j1bSs01ds1A2DQ0N9tfTDdhSi9U6XFNDLevW9V6d93b/dBFJWhjo8R5kjFXafPWQsrIyUauhSNEjSYsIPTU1VJ2YSD7TptHu8HA6/8wzre03MnUqlcbF0Q9ffEF79+41ZVd39NHKbn9sLH3/+eeq/MzA3//QQw/Rb7/9Zup6rbqaEi66iPxmzKCCqCh64M471ZMsM3msb8tj2YgRtOuXX8z7l/WtXGmtA+lUlhofO7HttK5Z6OQ2NTV1yU6nqriYKhMSVF5Vnt3YvvXWWxQWFk4vvvhih+VneO90JQBts6koLKSFCxdSdXW1JbuupKUeHlhsB1599VWaefwJlJWVZTq5y6+8kqbNmGlOU00N1SQlKT/x/V1mdG/W1FDT2LHkO306ZYWG0qkzZqnTUjrYHt9OC9XCQI/3gOAHAGAPMjIoZN8+9WN8UxNV8SgJkXEHKyOjdaNFIhqwfz89NHeu2iB506ZNhnZ9c3PVj4NKS+mRCy+kSy67wq1J0Z499MIll9CYESPpqaeeotmzZ1NaWhrVGHVUMzIouC3Yia6spJ9eeYVef/119zZtdoFteYwoKaErJ0yg666/0VyHc/Ro6nviiZTZrx+dMn0GvfDCC6bS08vSZ9cuyv32WzJL1tatlDdokOrktowb57bzvnPnThoSGUWJSUfROSefrIJPM0EM88svv9CVV15FZ8YOp9DCwtaTnGfOeyfccMMNVF9fR/feey+Njo2lip9+Mh1ccOBqVldHQWthdDRdf+WVdN9995n2m9W0yuPjlc3ewYPppaeeMqWrqaKCnj7/fPrbn/9Ma1b9bK4+EtGKFSvow4ULKXXtGoqOjjY24LrfFvDw/T07JoZef32+2+v9d+9WPya0tJDPrtagbNu2babyBwAARiD4AQDYg+Rk0nineO4ckw/pXdnjjz/efXCRnNy6w7yyI4edmfSauNPoZLchPbXztGpqqM+UKXTvJ59QeotGQUSUl5dHU6dOpQkTJhjmsSYmxiWtRYsWGQdNycnUMGKEi93nn31iKdgapWlUtW4tPfHkU8ZPz5OTqSIy0pHe0RdfTIsXLyYzPHnZ5RRbW6t+9s3Korr16zu9lgPastIDlLlrB5WsWKGCTzNBDPPiP1+ihQs/oI0N9SqPTAuPAHE96ICWlhbHz+yzr/fupbDTTzcdXKTMm2daV0dBaxIXKxFt3LjR0Iy/W/cbp5Xx4Yem0govKlI/DqupoU8fe4zq6uqMA6aRI+mBL7+kzW3l8t5775kKBN+97XZ1PVNZWUlfffWVe6PkZCp3qlPs3ccee7TzOtz+fm5ove7aa681rvcAAGACBD+9sHpIUlKSqNVQpOiRpEWEnuBg8tm8mTI/+IAm+hC1djdJTcfJcNchbttpfuXzz9ME+p9dY2OjYXr+W7fSX044wWHHUzg6TSsjgyL271c/JrU0qQ6tzq5du9zm0bdfPypfsYLumjHTkdaePXvc62rLY59t2+iqxCSHXXl5ubFdcjLV8miKU4fz99dcTX5+fobpvXPnnTSFSKXHXc0lX39jWNe2bt1KH/26zRGMGAWh4zjwaIOv0+1UnjsJYnQefOD+1mvb8sh53bhgQWs96ID6+no6akwyhYaFKZ8l6Rp4mldbObq7dx5Y9KGLrl/MTL9KTqbKtlERvSyOO+44QzPnsuDjtBtuMJ7C2S6trW33jNt2ICODBrYFnHpwFhk91H06PKVu/Hh6e1uGI2BiAgIC3NsFB1Pf336jU0PDHHW4uLi48zrcdj83rV5Nc4bHmW8HPASPb6eFamGgx4vQbEZ5eTlPHtXy8vKOdFYAAEeIyspKLSEhQbUFfKyurja04WuioqKUTWJioikbJisrSxsyZIixHZ9PTOTZ7VrDyJHa326/XRs+fLil9IqKiizbMOvWrdMGDhxoya66pEQ7LypKCyLS+vXrp1VVVZlKa/ny5Sod/kRERGgHDx40tHn66afV9ZzWZCItKizMMI+XX3GlFtyvnzZ06FBld2FsrMqzGbZv364F9Oljujzq6uqU/rEJCdoO/rNHpDUnJLT61A21tbVaSL9Qh65gC3+bWAtrYtuQkBBt8+bNxjbV1drgkBCVFtuNn3CsqfLntE4OCVE2YSbKnnUr/USqPEbHxmq5ubnubVJT1fX6Z7LFOvzZZ5+p+mSpDldXW24HAADyyMvLU+0AxwjdAYKfHqapqUlLS0tTRwlI0iNJi0Q9BQUFqrHjo1m4c5Sammq5k2Tajv+fO4Ft15m1c/ZNj+exnQ0HThxMWoHzumzZsk7Tal/XKioqtDfeeEO76aabtHvuuUfLzMw0nb/eLo/0lBStNiXFJfBxd++kp6dr7733ngrw1q9f3+N5nD9/vjZkSJT24IMPas3NzabtCgsLle2BAwfMtQPV1aocuDxM5c8p+OfAybTdYZZHV9oBOyOpnZakhYEe7wl+/I/0yJN0OMDkecqSVkORokeSFol6gtumMelHszZTpkzpUlqm7DgvTteZtXP2TY/nsZ0Nv5NklcmTJ1uqa6GhoXTjjSYWYuggf0xvlsekE06wdO9MmjRJfbpCV/J40003qbL08fGxZBcZGalseRU9U+0AT0c74QQyraxtOhpPmfNNTqZJFu7Lw/WZ89HTkdROS9LCQI/3gOAHAAAAsBFWA59eo13wDwAAnoiMt9QAAAAAAAAAwAAEPz0Mr640duxY41WWPARJeiRpkahHEtJ8Az32RZpvpCHJP5K0MNDjPdh22hvvR6HvAM5TALhS8jnnuaW8LCF/zJ7n7+DvctlZvO28nqaZ8/7+/up7nc/reeQ9JZz3leDzAwYMUOc6ut4TNYWHh6v/60irp2kKCwtT/+/Of56iic/rejrS6mma9P/rqC3wRE1G942naeK6xvl1l3dP0mS2LfAETREREab/Ptldk/4zf6/z93iyJq5r/B1W+hF21eT8N8dq38iOmpz1SNDUvi3wVE3NZrYY8MTgZ968eeqjC+TdnLOzs9XPUVFRNHr0aMrMzKRCfUdvIoqLi6MRI0aoa3l/Dh1ed553nuZN5Zw3ReMnFByIrFu3zqUg+WXWwMBAWr16tUueZs6cqfaIWO+0qR07ZNasWSo93ttCh1/G5JeEi4qK1O7lOv3791cbwQ0dOlRtiKjjyZr078nPz6ecnBwRmriB4L1HcnNzPVbTvn371F4YUjRxHmfPnk1btmwRoUm/vqSkREzdCwoKUi+wS7yfPFXTtGnTaO3atS4dFU/WpO8hw39HN/OCCwI06ecrKipE1T1Pv5/YftOmTWI08WI36enpLm2Bp2qqrq6m7sSHl3wjG8GNAT8h5cBn2LBhtngScDhRM1/DTp0+fbrLRmCeqonTSU1NVQ0F58cuTze6oqmhoUFp4QaCN+qzw9ONw9HEerjTw3r4Ors8semSptpaql2/noaefjrllJSo1cSc896tmrhR5c0Tk5PJLzS0RzSZuW88yU+6Hu5o8x+oI/K0sLaWmrgzzJuitq0E1lVN3JEz2xbY3U8Mdxj0dsBM3ntFE3d4nO4zU5pqaqgmLY2iTj+dCg4epJCQENN5t6ufnNsCPT+eqsn5vuG65okjCs7n+do1a9a43DuerIlt2+vxVE179+5VQRVv8s2jc2JGftrDwp2dpZ/r7For59t/b1fOs7M6Oq87uKPzHV3v6Zo6Ou8pmpwbNz0Pnq5Jt3H+f4/TxJ2k446jfrt2ET9X9KuvJ/+ICJfrO9RUU0N+bZ0rvTNsqKm+nh8xEe3aRZSY2LqUb3Cwpbxz48xPysaMGdO5Jue819WRbwf5NPSTU+eR7Uz7qc3Ov4Ny6UyTOt/Q4JJeR5o6vG+c8ukbHNypJu44vffeezRhwgTH0tpWNLWMH0/+mZkufjvcutdhW9Cu3E3dT84d/U6WaDa6n7iD4Lzqmzs/VaxZQ2EzZqj86Z2I9u2Ai6Z2dKWN4Px9/fXX6sktd0rcampooJbjjiPfdv5y6ycuw0mTKGzXLuLxHg52/cPDTefd49o9D9bkXNc8WZPzdGvn//dUTe7aAh8P09SZXVfBggcAAHvBnUYORnionIganaYhdAp3lCZM4HF+Ko2Lo5zffrOcFh/L200bMErzl//3/+i4MWPomGOOoXfffdeUTRN3oqdOpZZx41rzbYLKoiIqiYmxbFezfz/VJCUpO1U+Juy4U/vz0qVUGB1t2o6nPWzYsIG+XLSIyuLiTNktW7ZM7Wcz6/gT6PUXX6S6lSvNl8fata0daYb9x340WR7b3n5bHc0Z/K9ecTmasnOyqRw1il566ilasmSJKbumNWtoyUcf0emnn04xsXEuU3A6symPj6ew00+nPf3705Vz59LPP/9sWlvNihW08K236IknnqCrr7mGSktLTdkd+O47mnPaaXTeeefR2efOMTRp2LjRxV917aaAmWkHqtatM7YBAAAzaDaDd2/lbPFurhJoaWnRqqqq1FECkvRI0iJKT3W1trdfP7WT/A4ibVhEhNLlltRUdb3+mUykJY4+SquvrzdMa19oqCOtUD8/tWO5mTyWDhrksAsi0k477TRD39SsWOGSz9qUFOO0NE374oEHLNsVFBRos/r0cbFT5eSGRYsWacNHjFTl587Oua7t3btX69MnULXbRnbOJCUlKZugtjLk65sTElTZuiM3N1cbm5jksMny99eqS0oMy4OvyfTzUzY7fXy0bz/9VGtsbDxEj7t6deaAAVplZaXlusg6ly9f7iZz1ZqWmOhSn9jm3XfftZxW3759teLiYvftQHV1a1m3S2/hwoXu06uu1hpGjjzETi/HzmiqqHD4i48xAwZo1QZ+5rTKo6IcNhGBgdq+ffs0T0dMOy1MCwM99oVjAm5rOEboDjDy0wvwnHhJSNIjSYsYPcHBdP6IkcRbKU7gub5lZbRixQr3NsnJVBsbq37kVzV5HGDXju104MABw7T+cckljrQqm5tpJY9AGJGRQRFtowD8VDrZxMaU7Jv02lqVPz2f3+bmGqdFRK8sW+ZiZzTOwaMw4yccSxsaGhx2qnx41MkN7/7nfcrN3qO+38hOr2t9+/alhoZ69bMZOx1f/wB1TG4rQ3WOF+wwGMV57fXXaeuuncpf7LfkpibK2L2bjNizZAkltM0f5zDj0Ysuomuu/eMhelxITqYqHgFr05VSWkrnnX+++4SSk0njqV3tfOU8X95olEMvtf1GI02c1qhRLmnV1dXRLn000016qqzbpcdT2IzsAvbsOcSOX3p2B7/jM9HHx3Gf5ZeWUobRaF27e7Osvp6ee+45koCIdlqgFgZ6vAMEPz0Mvw/AL5929zJ9RwpJeiRpkaanzs+P0rkD3bbazEknneTeIDiYtI0b6awBA1RHie1eeukltbqMERNnzXKkNWTIEPrTn/5knMHkZGpJSHB0On/z86PLLrvM0Dd1vr6OTjsf3/3sc8OkeJWrlenrXezijj7arc2PP/5IxUWFShNfz+XC5dPROz/O/Pv/vamOut1FsbEd2jnXNV6p56GHHjJl58z81+YpuwNRUY6ASZWpQYB2/XXX0RlnnKHSYr+FR0VRsoENM3LOHNrTNn9cDxRGxY9wf+/wOzTr1zvKndMcPHiw+4SCg8ln82Yq+OILOs7XV9nwC7q8OESncP7bAqYsP7+2gMlHTSszTOuXX+j1a6915G/UqFGqzrhtB9rVX07Pz9//kPfWjOz29u9Pf/jjHx3v/LgjcMBAx33GK0KZ8VnI4MEOG17s4KabbiJPR1I7LUkLAz3eg20XPAAAeC8//bBU/VG94IIL6Ndff3VZ5akzggcNog927aKrrr6GzjpzNt1+++2m0rrqqqvUks28LP3xxx+vlvw0TiyYfLdsUe8uVPA7L8cdZyqPPEpSz4Fdc7N60f8v99xtaNOvXz/6231/o9WrVlGfPn3oo9tvN+yA//nPf1bLks6fP191HK974w1VPkbwkvy8FPe1f7yOxo9NpgcffNBUeTz++OPU2NRMkUMGq1WsuGNrZHfiiSeqz/3330+/rl9PdVw+vPiEgV1CQgItXbpULcm6ePFiuvrqq03lkfVHFhTQVTNm0ue7dtL4adPo73//u6Fd/6FD6eDoo6h2x3ZVri+//LKhDWuI/t3v6Otly+i99/5DTz75hPs88v/xIgAZGRQdH0/fbN2qAoqRI0eaSuvmBQvo3Mcfp4KCAjrqqKOM3xVqV38/PHiQYmJiOnyh2Z3drkmTzN0vRLQ+PY12796tVm40Uz+YBx54gOLj4+nKK69Uo0u8vC4AAIhd6pr3xOHG2NPh1Ta4E8cdgs5Ws/AkJOmRpEWiHr0t6K6lLe3im+LiYtWJM+xodgM87Y/3RjnllFMMp+V5S13j/So4OOBRFb1MjPQ0NjZSVVWVGoW0O57sG+ntgDT/SNLCQI994X0lY2Nj5S91DQAAEuHRld5i4MCBdOqpp/Zaep7A8OHD1ccKvPePJwQ+AAAAjMHITw+jbySlb+Tk6UjSI0mLRD2SnvhK8w302BdpvpHUDkjzjyQtDPR4z8gPFjzoBXgzP0lI0iNJi0Q9kpDmG+ixL9J8Iw1J/pGkhYEe7wDBTw/DT0XWr18vajUUKXokaZGoRxLSfAM99kWab6QhyT+StDDQ4z0g+AEAAAAAAAB4BQh+AAAAANA71NQQpaW1HgEA4AiA4KcX4JcBJSFJjyQtEvV4hW/s3Bl0k7du1dPVMujGsjO8d+zsp3Z5DGhsJFtSU0MNxxxDNHUq0YQJ9i7LHkRSOy1JCwM93gFWewMA2A7eO4I39JwyZQqVFxRQWG6u2l3eaAPMb775hmpqatQmoNHh4TSaO4EGdnv27FGr/AwbNowCee56RoaptJj//Od9Sk1dR7Nnz6aTp06lftnZhra89851119Pw4YOpfGJiXTNP/9JffPyiBITWze67MC2oaGBnn76aZXH8ePHU3J8PAXv3m2Y1g8//KA2ljz66KNpzIgRNLioyNCGNw/9+eefia848c47KWTvXrd50+Ey/Omrr+iYq66ioVVVpmwUNTXUlJxM/nv2mLchooKsLAo/8UQKNpm/9mla8XNxdjb5T5pEAw4cMJVWS0sLffvtt2ozz7i4OPKprTWVHvv53XffVT4+dvRoCtixw3Qeaw8cIJ+JE6kv3ysmy4P3gPr000/VfTb5mGMomvWZuF/efvttuv766y0tGb5x40b65K9/pX/897//O5maSjRlitu0srKy6PTTT7fUDgAAZJHfzau98R8sW1FeXs6brmp5eXmaBFpaWrQDBw6oowQk6ZGkRZKeDRs2aD4+PqodCCLScoOCeCdmTUtM1LTq6k7tsrKylI1ut4NtDOyKi4u10LBwh02mr5+ptHTMpufsm3fffVfZBIQN0ibrNvonNbXDdD766COXtDL9jPPZ1NSkBfYNslQezNXX/F7ZuMtb+7qWkpKiHTN2nGk9Ojk5OdpDZ8y2ZMN89tln2kkhIabtKioqtPhRiVq/0DAtMjRM2x3Qx6UsOrt3ysrKtMsuv1ybptcLk3mcP3++w1/RERFaUf/+psr+xRdfdPhrJz+bNGHzww8/anEjEw4p+5Z16zQjTjr5FMv147rrrlM2Pr6+2s3XXKMVLVlieK/o92ZoSIS2w8fXVDrsC9al5293QICle9OuSGmnpWlhoMe+cEzAbQHHCN0Bpr31wuohW7duFbUaihQ9krRI0sNPylvjCqJkIorlp+bMrl2tT887gUd7dJLJh5L0X9zY8caVlRXljrQSWppNpcVUVlb+Lz0fX7fp6b5hm/vuu0+da6wsJb6quH//1ov4aT0/1e6A4447zkkbUUKzcT55ydb6ulpT+XNJa+Kx6shX7NRPtstb+7q2cNGHtG3rFhebloSETvUwPDKSMCqRXvxhqWkb5tHHHqMLL7yQUqurTdvxaODuzF1UVVlBwysraGRjg0tZdHbvbNu2jT5ctIh+aWm2lMfo6GjHzzFlZTTk4EGX9Izs+NsTVexkbJOenkY5e7Jcyr566FBqPvpot3nkMtm0cYP6eaxfgOn68f7776tj35YWuuu992jInDmGU9h4n57Y4cOpsrqMJmgtdEpICNWsWeN2BIf3jWFdenmM1Kfymbg37YyUdlqaFgZ6vAcEPwAAWzFw4EDHz+464O357bffnOw0qtI7oG7s/P39HYGFlbQOSU9roYrISEPbjIwMKigoaP1Fa6Err7+eBufnt07/cTNNiafK/U8bUU1MjKm0nPNXbiJ/zLHHtgY/HDZN4ABgwQLDKVRPP/Wkiw1PZNrIdm5suPPd1NhgyYYpLWsNJKzYRUZGqkDXqp9nzJhB559/vuU8nnzyyY6fraQXFRVl2ebee+9VR+c8Lvrb3wzzyPWDp5AwW5sb6YB+3xmkd+qpp6ojX2E2YOJ7+v3//MeRz+XV1ZTB0zYNuPTSS7t0bwIAgDsQ/AAAbMd//vMfCg4OVh2lC0aOpLqUFMMOOL9fER8fr34ePHw4+W7ZYhhUMG+99RYFtaV1UUKCqbT09BJ4FICIhiYkkD93/gzSY5tE7rzxiEBMDL3yyivkExLS+t6DgTb9/YoYtt+0yVRaev64PAJM5I+ZNGmSereIGTZqFI3kDqhBWQwYMIAqKirUkcvxYGIijZk0ya3NRRddpN4dYdimMDbW0Ib518sv0fPPP++wOxAfb8pu2bJl6mVmK37m0YcPPvhABSVst3/kSFNphYaG0gMPPazmpltJb+rUqWoE04oNvxvHgUyfPoHKrmzUKIodPdowj1w/Ro0apX4eGBNDQdu3m6ofTz75JPXv318FJHsCAkwHJFyv9LrPR07fiIcffthyOwAAAIZoNkPaOz887z4tLU0dJSBJjyQtEvUUFBSotoCPZqmurtZSU1PV0Qo9befsm97MY0+l1Vld60p6+/bt0xYtWmQ5j/weD79r1B3lYXTveJLPuFzMtgOHraukpPX9J5P2XUmvK+2AnZHUTkvSwkCP97zzg9XeAAC2hEcS+F2BblvdBQDgcaAdAADkd/Nqb5j21sPwkqc8x5+PEpCkR5IWiXokIc030GNfpPlGGpL8I0kLAz3eA4KfXriZdu7cKapxkKJHkhaJeiQhzTfQY1+k+UYakvwjSQsDPd4Dgh8AAAAAAACAV4DgBwAAAAAAAOAVIPjpYXipVN5fgo8SkKRHkhaJeiQhzTfQY1+k+UYakvwjSQsDPd4DVnsDANh7laeCAgrLzW3dR8Sb9/eoqWndSNLbywF4VX1EOwAAyMdqb573Al12draoFwKl6JGkRaIeJoiIAqdN490fiSZMaO1wmUDTNGo4eJAoLc20jbrOyvUWbA7xjdW0amqo8ZhjVDloFsqhS2mZsHNb13qwHA/bphM7w3unq2l1lcMoj5aqKuvtQBfqY/2YMZbvyy6lpbcDnFZX0rMZktppSVoY6PEeMO2tF26mnJwcUY2DFD2StEjT88wzz9Bpp59BvAd8YE5O68ldu1qfNHdCU1MTTZo6jULDwyksIIByIiIMO0vV1dW0Y8cOSvnuOyqLi7PUudKqq6ly1Chl0zJunFsbZ98UZGVRqcW0iv77XwrIzlY/+xiUgzP7c3OpeOhQy51GzmNlQkKndu3rWllZmVr1afk331B5fLyp9Jqbm2nfvn2UtmIFlY0YYS2PNTUOfxmVvTNFe/bQwZEjD0nL7b1TU0NViYnKpmnsWFNp3XTLbXTqqafR//3f/9FPX31FdStXmqtTmkbffvopZZuou+3z2OAUHOft2GHYDnz99dd02WWX0e8vvpgOxMaaTm/ZsmV0+ymnmL4vmfr6etq8eTO989prVDxsmOm0li5dSpdccklrO8CjvybTszOS2mlJWhjo8SI0m8G7t3K2eDdXCTQ2NmorVqxQRwlI0iNJiyQ9JSUlqg3gTxCRtoObKf4kJrrdST47O9thN9nHr9VG//Au9B1wzpzftV7vfK2b65nm5mbtww8/1M6IGOBiU5uSYuibWcefYCkthne2PypuhKMcMv38tOqSErc2LS0t2gcffGA5rYqKCu2RRx4xtHOua5mZmZqfn5/lcrzv/gcs2+jaXr36atNlr1NVVaUdHxjYYVru7p2Fd95pOa2O6m9zQoLb+st/82bMnGW5Lv7444/a7dOmudisfeUVw3ZgxszjLZe//vfZiq66ujotYsDALvn6pJNPsdwO2B0p7bQ0LQz02BduH7kt4DaoO8DIDwDAVgwaNIhmz56tfq4loglEtG3BAqLNm92+W1BUVOT4OUNrppL+/Vt/4af2/F5CB0QOHth6PRHtbDtXy0/BO7me2b17t3pi/nNZqcOGj2aeRaenpVpKS39Cvz0nW5XDFCIa29xMGbt3u7VJSUmhK6+80nJaEydNpscff9ySnZ+fnxrFYazY9Qtp9aXVPD7xxBP01//8x3LZP/fcc7S+vt5SWi+++CJd9/LLltPS4W9PavvZNyvL7YhFRkYGrVm9ylJ5bNu2jU4//XR6a906y3kcc/To1nSd0nN3rzCBgYF02mmnOe5Lro8b+d50c182NDRQVWXFIWmZKf8//uHa1mvb0vvlzTcN2wEAADBEsxnSRn6ampq07du3q6MEJOmRpEWaHn5KHxISotqC4cOHa9UmnvTyNaNGjVI2wcHBWmVRUeuTZTe2+fn5Lk/pL4yNNRxV4bydffbZDht+mj02IcFtHtkn69ev1wICAhx2F8TEGKbFlJWVaU8//bQjn0OGDDEsD24/o4cOc6R1WliYqbTOnXOeqfJoX9fOO8+cXfsRAas2zA03/cml7EcNHWpYHpzP0LBwF7uSnJxO9ei8Pn++i018VJSpunjDDTcou0HBwaZHSHhE67777nOkNzsiwrA89u/frw0YOPCQurhp0ybDdoBHWH18fJRt4rBhrSNaJrRx/R8wYICyizJZHl999VWXfM3fHRkZqewGDhxoKi27I6mdlqSFgR7vGflB8AMAsCV6YMLTvszCnaPU1FRLnaRPP/1Uu/Lqq7Vly5aZtuOO6j//+U8teliM9uqrr5q2y8jI0BISk7Q777zTckeOr09JSTFtx3/IeQpbbNwINTXKDDyN6pprrlHlPvvMM02nxYHMNdf+QXvllVcslf/PP/+snT/3Qu3jjz82bcN5/O6777QzzzxTO27SZC0rK8uU3fPPP+/ogA8fMVI7ePCgKbsdO3Zol1xyiXZM8lht69atpmwaGhq0NWvWqEAhPSXFdGDBpKenazfffLPpB4DcGZg0aZLm5++vzZ8/31K9Yj08PbIrdXH16tWW7Dide/7yF23t2rWW7Pj+t9oOAABkkdfNwQ+Wuu5heDpIZmYmjRo1Sk0P8XQk6ZGkRaIexxK35eUUFhZGdoQfIJnZ48LTfMNTCIcMGdKpNk/T057GxkYKCAgQo4fzX1VVpe4XT9fiie2AFST5R5IWBnrsC5a69jC4c1RYWKiOEpCkR5IWiXo8AbOb+3mabyIjI91q8zQ97XEOfCTo4Y4nBwgStEhHkn8kaWGgx3vAggcAAAAAAAAArwDBDwAAAAAAAMArQPDT0wXs60txcXHqKAFJeiRpkahHEtJ8Az32RZpvpCHJP5K0MNDjPWDBAwCALZH2ojMAwDpoBwAA+fn5FBsb2239ARnhus1XD9myZYtjE0BPR5IeSVok6pFEt/mmpoYoLa31eASRVtck6elxLTapg54K6pp9keQbiXq6EwQ/vbB6SFlZmajVUKTokaRFmp7169fTypUrxXTODvFNV/JYU0PahAlEU6cS8dGsbQ+Uh9u61kVtvWIj+d5pKw+tutq8Fqtl2NU62JW0iOjAgQO0ePFikoSIuiZQCwM93gOCHwCArVi1ahVNnjyZ5syZY924poaaxo7tvQChC3Y1+/dTRUKCpTzyH+W377mHfHbtaj3Bx4wMU/lrOOYYS2mVlJRQbW1tl/Q1HDxoOT2+pn7MGGvlUV1NxcOGKZtm9ncvBE2szbZBXU0N1R11lCoPv+OOI9+6OnPpWA1kMjKs18G2tLTx41Vamsm0eC+mwYMH07XXXmsuDQAAMAmCHwCAbSgtLaXjjz/e8XsQd4JWrzbVWdq+fTv9/eKLyX/3bkudM+5IVyUmqo5Zy7hxpjud5QUFVBoXZ8mOg4o7Tz+dwgoLTeexqamJbr75Zrp1/nzaqZ/k/CYnu7Xbv38/PXPVVdQnO9t0WhkZGRQTE0vBwcE0MDiEcgYMMNU5Zrs777yTzhoeZzq9hoYGeu+99+jayVMoMCfHdB6ZN26/nYZwMMJ73LC/DWz27NlD7777Lj1x//20b8gQ0x1+DjpTUlLo4nPPNV0WOk0VFVTbFpCYrR9cF/Ugxkpd/O2TT6hvXp762Sczk0L27DE24jKzGsgkJ1Nu377qR66LT335pbmn/hw0ZWa25m/XLqpbv97Q5M9//rPju7kdqFq2zFajuQAAD0azGeXl5dzaaXl5eZoEmpubtX379qmjBCTpkaRFip4dO3ao+58/QUTaDm6iiLTmhARNq67u1K6kpMSyTUNDg/bWW29pp/QLVdfrn9qUFLd5rKur01566SVtspONkR37JDs7Wzv55FMs5ZFZuHChS5mcFhamVZeUuLXh8ggJDbWc1p49exxptdenpaZ2WNdaWlq08P4Rlsv/p59+smzDfPLJJy42mb6+huVx6ulnuNXU2b1z1TXXGpZFe7g8Fi9ebKl+VFVVaX/5y1+04wMDLdVFpqioSBs+eIijPLL8/bWsrVsN24HyggKHzU4iraq4WDNDfPQwpY19wGVTVlZmbFRdre3y9VVpcZqjY2O1agM/HzN2fJfqh92R0E5L1MJAj33hmIDbA44RugOM/PTC0onR0dGiloKUokeSFil6kpKS1Ps+99xzD/G4RlLbed+sLLdPpvv06UOjEhOJJ2tNIKIpRLRxwQKi4OBObbZu3UrXX389ra2qdIyo8NHo+fe8efPorrvuUteZtWOf8Gf58mWW8sjMmjWLJk2apH5m258qKihDH91yQ2CfQMtpjRgxwvGzs772I03OdY2fzl980YWO/JlNbxyPbFi0YXhp3XpfX4fN2JYWw/I4/7w5h2iqjY11aOrs3gkOCnRr1xG333EnzZ0711L9SE1Npeeff57W19dbqovMv/71L8otKXaUR3JTE+2vqTFsB958/32HzXgievH1102kRlTrQ5Te5jeVz52OWtIpO/PzaVxLi0qL09yRl6dGC92x9Ltv6PHHH7fUDngCEtppiVoY6PEiNJshbeSnqalJS0tLU0cJSNIjSYs0PfxU+JiRIy098S0tLdX69u2r2o/IyEjDJ8uVlZXascdOdDxd5qfZYxMSDO3S09NdRmLM2Om++fLLLzVfX19lGxoaZpiWDl83cuRIZZdgIo8MP5H19/dXNgMHDjSd1hdffKH16dNH2bEuNfrQzrZ9XePRjquvvtpRLomJiabSKygo0IKCg5VNXFyc6TzySElsbKyyi4+PN7TjfAYFBTl8diGPPDiNFnV27/CT4JkzZ3Zq1xGPPPqo5frR2NioDRs2zHJdZLZv365dcskljjSjo6O1lStXGrYDDz74oMOGPy+++KJmhtzcXEddNOvnjIwMrU9g673JnyFDhpiy60o7YHcktdOStDDQ4z0jPwh+ehj+o7ZixQp1lIAkPZK0SNSjOsZE2v5vvzXd4eHO0vfff2+6E82dW+4ERkUP1d5++23Tdjyt7Morr9KSjh6jLVmyxNDO2Td87Zo1a1QH3gpsl5qaajqPuo2Z/FlNq7O6xlP7rOaxoqJCW716dbfnsT2ctzfeeENLSUk5xMbo3uE69fXXX5tO69lnn1V/qAcMHKStXbvWlB2nfeFFF2lxI+O1H374oUvlsWrVKtU5MNMO1NbWah9//LH22muvqQDKSge2K3WRH07wAwerdl1pB+yMpHZakhYGerwn+MEmpz0Mv6y8evVqmjlzJvn7+5OnI0mPJC0S9fTm5ob8IMjHx6fH7KT5BnqM4QUneOEI/vQm0nwjbZNTSf6RpIWBHu/Z5NS2tZU3ZeKKyHDnws/PT51zXllGn0dv9jx/B3+X/r3O5/U0zZznm5y/1/m8nseWlhb1cdbB8DnndD1Vk3M67bV6mib9+/nYmf88TZOup/15T9Sk/19HbYGdNLXPe0eazNw3dtLU0XlnTfp38c983tM1WWkLzGoaMGDAEdGk09HfG0/0k/6zs588WZOzndl+hF01Od83VvtGdtSk2zvbeLKmjvR4qqbmbt6o1TbBD79EzB9d4LZt2yi7bcnUqKgoGj16NGVmZlKhvkRs24uv/IIuX8sbbTm/NM0v4W3cuJFqnJbGHDt2rPqDtG7dOpeC5JeJAwMD1RMMZ/hpRn19vXoB29kh/AIyp8cvTOvw0z3em6SoqMjlBdCIiAiV7t69eyk3N9dx3pM19evXT9nk5OSoj6dr4peN2U/8Ajb7yFM18ZNmXQ/j6Zo4j7Nnz1Y7VOt4sia25//j/LVvIzxVE/ums3bPEzXxveOuLfcETXye09XbAcaTNekv01dWVtLmzZvFaGJfWelH2FkT17Wu9I3sqEnXw3i6phkzZlBiYqJLW+Cpmqqrq6k7se20Nw58hvEmdh4+8mOXqBma4CdPq3vc2A0cOJCKi4spNDQU95NN/YR2zzPuJ0/1Ewc93Dk6ePAghYSEiNAk0U/QBD/1ZN3jAQQOqrpr2pttg5+8vDyKiYkhT4cdyhHttGnTxMyJlaJHkhaJeiTN9ZfmG+ixL9J8I6kdkOYfSVoY6PGed35kLM5uc7p7ruKRRpIeSVok6pFEt/mGpwykpR3x3e6l1TVJeiRpkYgk/0jSwkCPd4DgBwAAbBZYdEpNDTWPHUs0dSrRhAn2zafEsgeuwF8AAA8FwQ8AwHaUlJTQZ5991quds7K9e6k6MdFSYKG/IGv1yeKKFSvUS6gZaWlUtnSpYVpss3TpUrp/zhzy27279eSuXeZ3u7dYFlVVVdSbaNXVXQvq7N4B72r+DtPOt66uZ9OqqaGapKSuBeEW0uNZ+d9995357wYAADNoNoM3MOJs8YZGEuCdz3kzQz5KQJIeSVqk6ZkyZapjN3je5NDsBnXTZszSBg+J1EbFxGq7AwLUrvBaYqLbzREXL16sjYhP0Ca37SLv+KSmuk0vMzNTGzQkUhs7brz6jhbetJRtOkjL2Tcvv/yy0sUbN+o717cY5JE352Sb8PDBDhsjXVu3btXOOeccbc6pp2oFYWGmbJiHH35Y8w/oo/3+97/XirOzO9TUvq4t/uJL7aSTT1G2/371Va3ip59MbUjJm2s+8MAD2jlDhlgqe96Q8/UXX9TygoJN6eLr33zzTe3dd9/V5s+fr+365RcXXZ3dO7wx544dO7T09HRt4VtvaVXLlpneaLOquFgr6t9f5a85IcG03Y9ffmm67urs27dPe/Pll7W84GBHeqo+GlBeUKAdGDTIUlp79+7V7j7+eEv+ysnJUZthfvD//p9WEhFhOj32l94OZGVlaRKQ1E5L0sJAj/dscorgpxduJu6USWocpOiRpEWSnqVLlzo6PBwgnDN4sFZdUmJol5+f77Cb7ONrunN24003HxKMmOmYff/99y75zO0b1Kmt7hvuKERGRrbm0dffdB7/+9//uqT1w5NPGubv3nvvbU3HYlDnnE5n5dG+rl100cWH2Bh1+Nl2wKDBlst+9erVWvLYcZZ0ffTRR251dXTvcMA0+uhjLOtilixZos0KDHTJX21Kilub5uZm7ZFHHrHsr1tvv6NDP7esW9epzcGDB7WnnnrKclocgASHhFgqj4qKCi0svL/lulhZWenwGX+iw8Nby9BkEGlXpLTT0rQw0OM9wQ+mvfUwPF2F1ymX8hKdJD2StEjSs+jDj9QxiIh4V4+vS0rIZ+JEw2kyvBSmTobWQkXh4a2/8FS25ORO7S679BJ1rCWiCUS0af58It5PJDjYbXr6PmQMf3tsXW2n09F03/zyyy9qHwWVx5Ymyg7oYyqPvLeWDqfiP2OGYf543wqVDhE5dm0wSMcZvipJ/6WdpvZ1LTg46BAb36wsw2l5M6ZNdSn7bQsWGJb93+5/gDK2bnHRVRsb61bX8ccf71ZXR/cOL8vaWF/XJV2XXnY5baivd+SPj0YTFJctW0aPP/64JV1M6YHW/b2c7Q4OGULNRx/dqc38+fPpwQcftJxW67LKLQ5/TSGijewzN/7q27cvVVVWHJJHo/TWrl3r+Jlr14rycup74oke/66blHZamhYGerwHBD8AAFvx+N8fo1deeYVmhIY6OpxBeXmGHc7k5GSKj49XP/sEB1MIb9TGm7sZdKanTp2q9g9gQocModFXX20YWDC8URzvT8Dsj4ykloQEwwCD88ibzjH+YWHUsnGDqTw627FGzrMRZ5xxhgqauKN6xuDBVJeSYiqoO+/8C5QuLu3d+vK1BkHTLbfcoo6/+fo6OreqPNzYcBqLFi2ioKDWwCl44EAaeemlhvl74u+PqaPeAb8wJoa0jRvd2vHmemPGHKN+Zl17AgIMdXH+nn/+OYeNWV3M00896RIgXJSQQGMmTXJrM2HCBDr33HMddqeEhBjqYhb8+61DyiP9zTfd2p111lkuNnOGDDGVFm9gmLlrJ/Xp00fZZg8ebKgrICDA8f6ent5FsbGG6Z166qn0+uuvqz1+3AXiAABgGc1mSHvnh4eEea4zHyUgSY8kLRL1FGRlWZqGxlRXV2upqalqepkVdDs+WoGn2vE0LGXHn07e+XH2TVfT6opdUVGRtnDhQks2PP2quLi4NS2ebtiBpvZ1jaeLpKWlqfeg0lNSLE1PYl99/PHHapqTWVjP3Xffrd122+2mtfE7UPfff7+aQthel7t75/4HHtRuufVWLW3FCku6uG5cfc012pNPPmWp/Dds2KBdccUVKr9W/m7ec8+92jvvvKN+NtMO5ObmasdOPE6LHjpM279/v2YF1rNs2TJLuubPf0N75tnnLNdhfuePp9k1xsdbagvsiqR2WpIWBnq8Z9obNjnthU2zeFiYp6BI2QRMih5JWiTq4c0No8LDqXjZMurHIx0mRmPsijTfQI8M3/A0H57ep49g2nqT04ICCsvNbR11Q1tgC9AO2BtJ/snv5k1OEfz0MPz+MP+B4bnSdv4D4416JGmRqEfSzu7SfAM99kWabyS1A9L8I0kLAz3eE/zgnZ9eoCt7gdgZSXokaZGoRxLSfAM99kWab6QhyT+StDDQ4x0g+Olh+KnI+vXrRa2GIkWPJC0S9UhCmm+gx75I8400JPlHkhYGerwHBD8AAAAAAAAArwDBDwAAeAK8t0lamkfvcQIAAAAcaRD89AL8MqAkJOmRpEWiHklBxiG+sZJOTQ01jxvHmxKRNn68LQIgaXXNNnq6of7ZRgsQ7x9JWhjo8Q6w2hsAwJb09ipPtbW1tPybb2jWbbdRWFFR6waYJjYF7VJaBw6Q33HHUZ+cHFPptKxbR77Tp//vBG+MOoW3z7TXKkldXk6VO/q8caXVZYy7atcb+euqzYQJrRt59mD9O6w89nKa0lZ7AwBYB6u9eRjcKSgtLVVHCUjSI0mLRD3Z2dnq2NLSYup61v3xxx/T+++/b9pG//65F1xAEQMG0mMXX9wa+JjYSX7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ECEEb7HZpszglhcoLChpst6KiggYdfwIFOYO9dvtYrEp0Lisro5jYOGmTr6MzrgUNTNB+DSsrK+mUYadRYnJzCg5xKW8Ddu3aJWPPGhrlvh+TWtMghfd5Uwf9LH3gmoDjlftIR8OwhU1eXp6/XQk4OMkvWrRIvgLtcOfVtyG2uqJkY5wbF9foDv0333zj7lQmtiFxsGPssjm8DbyWAsTTKXHGtySLw93Qs7/f3Huvpg7P77//7u7sJLYla2i0sobYE6/tOnQkYQ8ii8MpbYcGR2gumpi9e/dSUnIzskfEk8Xutu1yBNN6m02zbY4Nm90ur6MlyN05CREW2hkRocn2448/7r6GCamHOoAWC20JCam33brywKxZs9zXMbnDIT2sNtoWGqpZD+a///477P2yLzm50fb//vtvd1Eam0LCZnf7bHfSRodDs8+ZmZmyQ+xISiNhcxy8F4PqvBcbkl+5qO7cpavU2RMfLqudNjudmv2+8cYbq+nMdlXcL0xJSUk127bIRIqMiNesNxennO+CmnUgYbUdNodU/P13g+1yse4KDZV+eq+hM5QyLdoHdAoLC6llq9ZkC40mS1CIN/a05uo9e/ZQiCuU7NHNyB7vvs/5PlF1DZnzzj//0IBOVBLFNO9E661WZfabMuhn6QPXBKYvbOrjPAD+puYo49ChQ6mqqMjdkW9E48CjgH369qtl95G77mq0Td8CxBnsboB9j/fee4+0UFVVRf0HDKw12qqqIV62bFktn88eOlSzHsycOXNq2X7gjjuU2J4wYUIt299PmqTJ9urVq8kVFlbL7tsvv6zEZx7tr2n7jeefV2KbiY09NEPGx/Dhw912G2mfR7cvvOiiWj7fM2aMEp9feeWVWrZffvJJJbZXrVpVy/b7r7+u2faoUaOq2VQ52s8kJblngjxHbHwCbc3I0OS3ZzS2Zg4pat5ccw755JNPatm+8corlVzDFStW6JKrn3/++cPqseqDD5Tch++//371QQabjeb9/ruy+xwAf9YGhi1seDQVqIU7ATt27JCvQA3ffvutt3HgZSs8QqiVLVu2VB8VtdmV3Q8ZGRm1GszNmzdrtrtw4cJDNg+OjHZu3ZpK58xpdEPpG68PPfRQNZ95pF4V55577qHRS7s6rbng6969u9d2WFgYFSvoNHz//ffVtAgKcsrlgCryAPscExNzKPbsdjkyrYoNGzZ4l+ix1rwsRis8+1Etpi0W2r59uxJ/WSNf28EhIXVq3Zj8+tRTTx2aWXGFKomPl156iSw2uzzYbpzLRaUtWigbjfedqeYlTUuXLiUVXHzxxdKmZ/ajRYsWVJyTQ5Xz59OO9es1tVt873l85iWLquKj5jXkAkHFMnoe4PL6e3B2vU2bNkrig2E7wT6DXK+99poSuwD9LL3gdtn0hQ2esVEP1n6qhzuCcqmUELJzr4rffvvN2+i8+uqrpDoOuFDgRjg8IlKegwp4CQyvNWefX3/9dc2NcM149cwmnDDkRFKJXId/8Lmjd955R6nt/fv3U6/efaTtuXPnKrP75JNPeuPjo48+UpoH+P1hp50mbfMSIdU89thjFB4RIZe+qYLbi7Zp6dLnq666ilSyfv1670znkQrqxuRXvvc8WvMyNhV8/fXXsuAYMHCQHJmX96GGWbHD0a1HT3I6nXLGU2XHhfMRa/G///3Pmz9UtFvcr2iR2kra5ntHNfxcpGrbv/7666FZoEceUVbUePjyyy+l7csvv1xZGwDQz9KLgHjGBoWNelDY+H8koSHwKNoll10uR6T1gJdRqBy55LXhnbt2p7Fjx+oSrzxiy502FTNMNeGZNu6k6bGxBsfHtm3blNrkjgg/jH/q6Wc22Of65AHuRP3888+0b98+MgubNm2iu+66WxYiqvnrr7/ol19+0SW/8ui86ns8Oztb184qn6OK2baaTJs2jV5+5ZVqvqtqt5YvX04vv/yy8gLBMziybt065fnj3vvup1vH3K7LtURfSx/Qz/J/YWPhf4QBP12UtzGNiYnxtzsBBW+ZO2/ePDFo0CBht2Onb1XgE5z1AfEKXc0E4hW6mgm0W/qAPKAP/OHysbGxoqCgQERERJjzAzotFou/XQg4WNPo6GhoC0wB4hW6mgnEK3QFAHnA/zWBYWds6lOVAWAEELMAAADMBNotEKjxatgZmyr+pGugXNPNmzdDW2AKEK/Q1UwgXqErAMgD/q8JUNg0scDIyspCYQNMAeIVupoJxCt0BQB5QB8CorABAAAAAAAAgPqCwgYAAAAAAABgegxb2GBXNH00TUpKgrbAFCBeoauZQLxCVwCQB/xfExj2w0x4szbeD9xzQjabTVRWVsr3PVitVnnU9322wbY8dn3fZ/jn6/M+fwYM2/V93+MjrwP0XQt4tPeP9Tm1a9dOvtb8eTOfk7+vEx8ul0u+8u8GwjkZ5Tqlp6dL32vmAjOfkxGuU9u2beXP1vTRzOd0JN+PxTl5dPW0XYFwTka5Tu3bt6/WJwiEc/L3dfJtt/hnAuGcjHKd6mq3zHxOVX6+Tg3ZwNkwhc2ECRPk4TmJBQsWiNDQUPk1zzJwYlu/fr3YuXOn93dSU1NFq1atxOrVq8XevXurdd6Tk5PF0qVLRUlJiff9rl27yg/9ZNu+F7R3797C6XTKD6/0hT/IsqysTCxZsqSa2IMHD5Z/b+XKld73OUH06dNH7Nq1S2RmZnrf58+N6datm9iyZYt8cN+Dv84pISFBNG/eXCxbtixgzskI12natGlixYoVAXVO/r5Oxx13nNSUt3kMlHMy0nXq2bOn9CmQzsmf12ndunXydwLpnIxyneLj4+WH8/HfDZRzMsJ18rRbgXRO/r5OnTt3lv2r4uLigDmnbga4Tr56mvZzbFhcPlkG1a6aCp5/ZuHChWLgwIG1pvXMWMEf7f1jdU4csykpKWLbtm0ydgPhnIxwnfg9Tmr9+vWTPxMI52SE6+SbB9jPQDino/l+LM6JOxDcOHviNRDOyQjXqa52y8znZITr5NtuRUVFBcQ5GeE6HandMus52QxwnfLy8kRiYmK9PsfGMDM2NWHhPUFR80Rr0tD3a9ptzPt8IQ73vufi1fd9f5xTXb6b+Zzqev9YnBMfPALBr57fNfs5NeR9vc7Jk+gOlwvMek5Guk7sX10+Hu7nzXBOjXlf9TnVjNdAOCet7+OcjHedfNstT8GI66T9Oh2p3cL9JBqdI+r6f1NtHgAAAAAAAAAApi9sDjcqAbRryusfoS0wAwEVr7ymeNEi96ufCShdDQR0ha4AIA/oQ0PaK8O2bGh09dGUH+qCtiZEj46xgTrbDYpXg/tdi5ISQd27C9GvnxA9eujjdwM0aXAe0FtvE17Pw/mrOb+aTQe9/T5o17p/v7naLbNeR6AE9LP0ISAKm5oPOwE1mvIOKNDWPI0a7wTy0Vtvid3Nm6vtGJeUiIquXfXrbCvQ4bDxWlIi9nfooI/fOnVINv7wg7CsX+/+Zt06IVatUmq/aPdusb9jx3prUt88wA8Xz/zpJ7E3NVWJ3vzA6Pfffy+++uoreUyZMkV8/cknYl/btkqvJxUXC1q4UPl1lA+xz5olStu3P6y/WvLrtszMOu0aFX6QePXixbr4XVVUJCq6dJF2qUcPsXLhQmXtFttWfZ9zbK9atUo89cAD6nM1g8EF04B+lj406P4ng1FQUMDbJVBubq6/XQk4ysvLafbs2fIVaGPDhg10ww030AUXXEADBg6SMdsiLoE22O283wdRejpRcXGj7a9cuZJuvfVWCg0Ppz5sz/dYuFCT71VVVfTrk08qtemhsrKSMv/9lwqTkjTr4BuvZWVl9Nlnn9FVHTvp4nfGsmW0MzJS2qxKS9N07Xy1eOWVVyjCEUQZB/2t0hgXTGlpKc2cOZMeeugh6j9gIPW32RqkyZHyAGt84403UsdOXchisSiNvZ9//lneJ76HKvus9fz58+mBO+5Qdg967vO3336bzj3vPAoLjziivw3Nr3wf/vXXX3TBhRdSP6tVl7iW58+2FMTzgQMH6M8//6RnnnmGTj/jDAqPiFQaH2z/jz/+oNGjR9NpMbHV7P7z9tua263ly5fT/26+mdZ7tNYYH3z9OE8//PDDlNauvdJ49sB577epU725SUVM/9///R+NHDmSTjnlFOlzeouWtE6RJgD9LL3gmoDjlWuEo4HCpgmBwkYdjzzyiLzJgpt3IGfr4+TXfZ1hmhs17qANHDRY2nOERVFol5MprtOJtM5iUdLw7Ny5k847/3wKEcLb2dZqc9GiRTR27FjptyssTFnj7onXJ554guLiE6QmUUltKcOiphFmradNm0anDjtNeYdk8+bNdPwJQ6TPod1Pp/jup9NAR5DmTsOOHTvI6QyWdu0h4eRs2ZUim3Vs0LWsKw+sX7/eHXfhMeTqfDJFDLiEYjueQJmK4oRjzxkcQqFdhlLCiKep2egPKTqxtaZChDuWt912GyUmN5O+D3CGKLuOn3/+ubRpsdoouFkHCu1+GoVHJlJWcPBh/a1vfuUO8UcffUTdevSU9p2xzSgiriVlKrrHPcXvu+PH02anU5nNSZMmuePO6aLg1G5Sj4jYFNrocGj6G1zQXHXV1RQRGSXtB0UlUHh08qHBgLQ0+nP69EYVNvn5+fTOO+9Qj+N6Sdv9HU5l8cFFnrxfQsLI1WkIRZ18PUWndKkzPurLvn376KuvvqLLLrv8qMV0Q2ENuSC1OkMpqGU36f/glM76FNVNFPSz9AGFDTgsuOHUwR1MR1BQtdFnLhby4uM1NWp88waHuMjmcjfysmNlD6LzTjtN88jr5MmTKSo6RnaIPf4OsNmoOCeHtDDstDPc9tL7e+16OiWVbdtqnrFxuVzkbNm9ms4fjxmjuZPdum2atGcNDlPms4e+/Qe4fW3vLlLl37FaqVjBDALP4tmjkw/Fh9VOl5xzTr3jo648UFFRIUfiq82qWKx008iRykb9zzvvvEN+O0PJarPRgpkzG21/+LlueyEd3DqrLNh/+eUXec1skUnVNJn4xhuH9be++XX79u3uAiE8lmyRiV67McHBVDpnjiafc3Jy6PHHH6eY2DjlxTrPeIS4QknYque91597TlN8/Pfff249ork4tXjtRjudUo/ygoJGrzQ4+ZRh7rho1VN5fKxdu1bqLGyOanq89uyzmvS49rrr3b4mtlGaTz08+eST1fx12YJovWfWFzM2mkE/Sx8CorDZu3evv10JOHiEmjvk/Aq0c/317gbI91g0e7bmTuDixYtr2R03bpxmf+MTk0hY7bJD6Wt7ocYOz6xZs2r5y40xd6wWc0etkXCcrlmzhnr36VvL/scff6zJ51WrVpHNbidHTDOlPvsu9+CR0Zp+a9WamTFjRi27vFxKRR7gEe6atqdMmUKq4GLB1/btt9+uyd6cOXMoxOWqFXvL3n1XSSHG17GmHvw3teRXnqHg5VY17WqNjxdeeIGCnMFkC3LW6hCXtGihRI/vv/++ls98/2vlpZdeqlMPLe0Wz/YeLjeteP99JXpwHqlpn5dcamHixIm65FPf2bya9l956illgxdNHfSz9IFrAtMXNvVxHgB/j8y079DR2zi0bNlS84i8B35ewLfh+eeffzTb/Oabb6hFaqvqDWZIiBKfR40aJe3JEWiLe9Q1PT1diW224eszP/tRWFio2W61guzgqGuzZs2UXcO8vDzq1s293EOOSNsdymzzun6PXYfDQUVFRaSKf//9lywWq7QdGhqqzGeGbUVHR7tHil2hSvzmQsM3PiIiIpT67IltPiIjI5XZ5uWb0q7VLl9TUlI02R52+pnueIhtWa1DfAHb1Tgr68sDDzxwaFYlOlqZHueee261e7FNmzZKbHPR7xsf4eHhSuNjyZIlZLXapO3g4GAltidMmHAo39mDlOZT5rvvvvPaV32PA+Dv2sCwhQ13CoBaeKkJPw/Br0AN3KmKinJ31LKzs5XKum3bNurVuzedePIpcl2+Cni07pJLLvE2ameddZYSu+wfP2AtO/COIDlqqbWx9I1XHgW79957pf1Thw0jVXDB6Ao9NIPFI8Oq4SUrw4cPp7feeUeX57xeffVV5XmAR+a79+gpnyNQDWvMD6Bv3bpVmU0uUnm2gvVg31XCsc2zszwDd6QZlcbk199//10+R8Gzh7yMTGvbedZZZ3tjOTitL3Xs1Fl5p5X1uOqqqyg2PoEyMjKU2vYsk+rXv7/XbxXt1rfffivzEtvmGRHVcB7hmWUePFLFa6+95r2WfK+rvo6eZZwrVqxQarepg36WPnBNYPrCBruiqQdrP/XBjLOMu3fvlqP+Khs1XsbEo8a8JEaveF26dKnyBp79vuDCi+j2O/5HZoI7mOx7QwnUPMCDDG+++aYu51WfgYXG6sobTagaFOEBAO/Mh8VC//ufuWKa4WLat8hTFa+8A92jjz3WqHvGX4wfP57Ov/AiXXw2Y7tlBgI1v5rpGRu7TltOAwAMTHx8vHjiiSeU2oyMjBS//vKz0JOePXsqt8l+f/P1V8JsWCwW6Ttwc8IJJ8hDL631IpU/J0jhh9hNnTpVfPPNN+KFl14Wl1xyiTAbxx9/vC52Bw8eLA8zcccdd8gDAFB/UNgAAAAAAcSFF14oDwAAaGpYhUGx2Wz+diHgYE27du0KbYEpQLxCVzOBeIWuACAP+L8mMOyMjZ5T/00V1jQmJsbfbgBQLxCv+gBdoauZQLwCM4F49X9NYNgZm4qKCn+7EHCwpnPnzoW2wBQgXqGrmUC8QlcAkAf8XxMYtrAB+lBZWQlpgWlAvEJXM4F4ha4AIA/4FxQ2AAAAAAAAANODwgYAAAAAAABgegxb2GBXNH007d27N7QFpgDxCl3NBOIVugKAPOD/msCwhQ3QB6fTCWmBaUC8QlczgXiFrgAgD/gXwxY2ePhKH03nzZsHbYEpQLxCVzOBeIWuACAP+L8mMGxhAwAAAAAAAAD1BYUNAAAAAAAAwPSgsAEAAAAAUEFJiRCLFrlfAQDHHMMWNtgVTR9NBw0aBG3N2Kjp2VgatCE+aryaTWuD2G1wHtA7PlTb99O9ojm/GvQ+9Lfetn/+EYN69jRFu7U1I0MUtG4tRL9+QvTooVYTs92HTRT0s/ShIfe/XScfgEEpKysTLpfL324EBD///LNYu3at2L9/v/x+wosvipveeUfE7NkjRHq6EP/+K0Qjta6qqhKZmZli4cKFYuncueLOTz4VrQ6UabbLsL9Lly4V8+fPF0v+/Es8O/0X0erAAU22+cG+GTNmyOQTFBQkHA6HPEItFtGhokKILl0aZZfjlYjEv//+K3bt2iV2794tX/O2bROPfPediMvL0+R3YWGhyM/Pl68FBQWiaPduMfCWW0T4zp1KtGYOHDggZv38s+g/erSI3LVLmV0me8MG4ezfv8ExV1ceKC8vF3l5eWLPnj0iNzdX7N2+XZx4551K/M7JyRFDTz1NlJcfkHHisNuFS1jEpP9Wi5Z8DynQZcvatSJ00CARqzEuDuf7/Bkz5DVMyM+v03ZD8yvH9j///COmfPSRuOW9/xOtyrXdh4fjQH6+cGRkCEvXrpptrlixQixYsEDGNB9VRUXi2tdeU6J3RUWFyMrKEuvWrZPH5jVrxANffSVic3OFtW1bIZYvFyI0VJP/nKf27dsnSnNzRXJubqPzku/1/vPPP8X06dPFT9N+EZFr/xOLPP+5bp0Qq1YJ0bdvo+2zxv/9959YtWiRGHbPPSL+CLFXX4qKisR7770nSktL5fevv/66zNPXvPaaiM7JUR5/TRH0s/wMGYyCggJit3Jzc/3tSsBRXl5Os2fPlq9AGyUlJeQMDiGL1UbWoBAZs/3sQUR8S3mOhQsbZfu2sWMpLDxC2uRjYHiMErt79+6l3n37kcMRJO1abQ7qHxKhxPaHH37o9ddzhAhBGR676elExcWNitf77n/gkF2rlYIiYqmvza7Z74yMDLLZbNV87uNrU4MeHB9Tp06lK68cSaFh4crsemxPnjyZTjn1VOrbCLt15YE1a9aQ1WrVRQ+G/ybbDGrWkULaDaTQrqfSgIgEzfYPHDhA3377rdRDpb+rVq2im266idLbdaiXFg3Jrxs2bKAnn3yS2qa3k7b7Wm1K/K6oqKDVq1fL+/GGG26gbu3aaboHa9K1ew/pr8XmIFuQkwY4XUr8fuPNCWR3OLxxZ7HZqI/FWs12+bx5Dba7du1aatUmjWLjEyjIGawkL/nSvWcvd0xHxFJIWj9K7HWuEtsvvfQSdezUhWx2u/L7cPz48W6N7e52wOZ0KYs/gH6WXnBNwPHKNcLRQGHThEBho5YLL7rI3UA43A2mKyhEc6NWVVVFaentSdjsXruhIZFKGsvFixdLe46kdG+j5rI5aLPTqdn2v//+K+3Z41NJ2NwdlJodk4Y2lp54/fzzz90dnoN2bREJ5LJYKScmRpPf69atI7vdITvawuLu0LtsQbTO43cj7a5fv55CXKHu4jE4TGlnijusvkVvY+zWlQeWLl1KFquVnC26+OjhoPU2m5JOIMd2t4MdY891DHU4aUd4eKPtc4EXl5CorJj25dYxY9w20/pJPY5mu775lXWIjIomqz2IglK6yLhW4Tfbbdeho26FKfPoo48e7BQ7leamhx9+WNoLbtPLm/dYk93R0dJ2cUoKldejQ1OTKVOmuO227XNIE4u6TvwZZ57pvlcO5lOL00Ut4hPcRZiG2OPraLHaKaT9IGXx4VtUu7WweO/DCFckbQ0JUVYAN2XQz9IHFDbgsOCGUwuP6Nacpbj3ttvcDaWGhmH58uW17J4yaJBmu8xjjz1Wy/YLjz2mxHZoqLsz79vJzE9M1DxjwyPywcHuzo7naNY8hUp5Vlej3+PGjaulxzMPPaTJ7ooVK+RsXlBsi1p6rPrgA03+jr7V3dl2JLatZvfXJ5+st90j5YHRo0fX0uOVp55SEh/MfffdV812auvWVLR7d6PtX33ttQdngdpX0+P3Z57R7O+mTZsoNi6+1jWc8+KLh7Vd3/zKsyqeQRGV8cH3SecuXckWfOg+VNkhZgoLC2v5ff5pp2mOj7KyMkpKblbL9uxp02SR8Of06Y1aaVBZWUldu3WvpbPWQREPxcXFtXy+6qqrSCt///33YeNj5cSJSu7DZs2qax0dE0O7Nm1Sdp83ZdDP0gcUNqDOG+6vv/7CUjSFnHb66YdGt0NDqaioSIndRx55pFrDM2vWLCV2uaH3tWu32+s1tVsffvvtt2ozWAkJCVSck9PoxtI3Xms29D/99JMSn/fs2eO2aXUvSQtVdA1nzJhxaFnNwdHtli1byo6QFvbv31+rU8zXsCE+HykP7N69u7oeYWGaffaF/QxyuvWwWCxypk8L+/btc9+DPnrw8h1V92HNuDuSHg3Jr1zc9O7d+6DW9kP3i0atD43GHzqaR0dT6Zw5yjqsTzzxRLXY27lzpxK7rJ20e3D2Iz4+Xuqhtd36/vvvq8W0y+XSVEzXZOPGjdWWcGqNaQ+XXnpptXzKxYiqe/G///6rFiPTp09XYhegn6UXAVHYqOpsAaAnvg0Er+dWyd133y3t9us/QKld7vR16txF2ua13Co5/oQh0u7w4cOVdoiZBx98UNq+dMQIpXYnTpx4sNMaLjuGqvBdQpfcrLmyzjZ3ijt16nSwaAqSz4Go5KOPPnKPEIeGymV1qvnmm28oqVlz+uKLL5TY4w5v69atvUWkihHzmsvdPPf477//rswuDzKMObjcjQ9VWn/wwQfuAi8qSRaRW7ZsIZVwcZ3cPIWsNhvN4YJJIa+//rq7E5/SgvLz85XZHXHZZQcHLsJ0iWm2mdIilYafe54ym7y08Jzhw6Xf7Tt0UJY/PIwcOVLavvfee5XaBcDftYFhCxuVSQ0cSpRc9fIrUMeiRYt0Kca548OdPz0aYu7sTJo0SXnxwcXdG2+8ITs/quOVbfJMSF5eHqnW+eWXX6aZM2eSav744w+5nIkf2FUJa8IdkojIqAZ3Lo+WB/j9l195Rc7AmQX2mZ//CIuIoGnTpim3//bbb9Ojjz9+xNzZmPzKP/v888/TSy+rjQ+2yTlp7NixpAdZWVlyyaxqWA8urH1tq2i3ON+dcdbZ9PXXX5OZ4Fw37q675fORqtm2bZuMEd5UBqgD/Sx94Jqgvv0sC/8jDARvuxoZGSm3Go2JifG3OwEFb6c5b948+VkLdjt2+lYds7xdcEREhDK7TZ1AiVdOsRaLRRfbvC241WptkrrWtZ2vvz7vxEi6csytWbNGtG3bVgQHBwszYyRdAwm0W/qAeNUH/hiC2NjYevWzkCUAAEBH9CpqmIYWNYGOGT7E8VjFXOfOnf3tBgAAHHPQKgIAAAAAAABMj7UpjnI2VVhT/lRsaAvMAOIVupoJxCt0BQB5QB8a0m817DM2eF4BmAXELAAAADOBdgsEarwadsaGH4oF6jXNzs6GtsAUIF6hq5lAvEJXAJAH/F8ToLBpYoGRmZmJwgaYAsQrdDUTiFfoCgDygD4ERGEDAAAAAAAAAPUFhQ0AAAAAAADA9Bi2sMHOXfpoGh0dDW2BKUC8QlczgXiFrgAgD+gDdkUD4BiC3WUAAACYCbRbwExgVzRQ58NXmzdvxuYBwBQgXqGrmUC8QlcAkAf0ISA2D8B2z/pompWVBW2PBSUlQixa5H41sk29bWuwe9R41VMPvTDANWxUHjCA336zZ/b8eiz00DF/VC1YILZmZKjX1Uwxfawwq98GwrB5wOQERGEDgFnJ27ZNlHfpIkS/fkL06KGmkSgpEdS9u1qbByncuVOUtm+v3jZ3Srp108VntqVc44McyM8XtHCh8sa9ZM8eUdi2rS4+U3GxPtdQCPHfP/+InJQUXWxvWLlS5LVsqc42x5xO9wlTVVRkrs5wSYmo6NpVNz10vc/Z9y5dhH3QINHr+uuV+l62d69u9yLbqtQp7/HnqRft3q1LDHJsl3XqpG+sAHAMQGEDgEby8vLk67333iu6dOsuzmjRQjg2bXL/57p1Qqxa1WjbZWVl4qeffhKPX3yxsKxfr8Smh9WrV4vRo0eLs1u1EiHbtimzzY3vggULxNOXXSasGzYo9Zn1+Oyzz8TVvfso09gDf6Lxy08+KbbGxQlL//7KGvf9+/eL1157TZyX3k5E7Nyp1Ofc3Fwxfvx4cVHHTkqvYUlJifjkk0/EgIGDxNW9e4v4vXuV2ebP0nrmmWdE1+49xGXduomY3FxlttdMmSKsiu8TD6sWLZKxoUfH769ffxU7k5OV217++efCvnGjLnpw7L311lvimj59ld7nnD9mzZolbh86VNgP3uMujm0Fvq9du1aMGzdOnJnaSvm9uGvXLvHGG2+IUf36CZtiPZYvXy7uu+8+kd6ipdjdvLmSOPGMgL/zzjviwgsvFMOaNxfOrCxlfgPgN8hgFBQUELuVl5fnb1cCjoqKClq7dq18BWqYMmWKjFc+nNGJFNrlFAqPiKeNDgcR317p6UTFxQ22m5WVRZdffgWFhoVL29FxKZRhsUqbVY206eHbb7+lwcefIO0GhcdQdIsulMG+avCXKSoqoldeeYXad+wkbUdFxnt9boxd33jdtm0bPfTQQxQbF++2ndBKic/Mjh076J577qHQ8HDqZ7O5bXqOhQsbbXf//v305ptvUmJSMlmsNorrMFiZzytWrJDx4QhyktVmp7h2A+pt+2h54L333qOw8Aips6t1T2o+9AZlft9621hp1+4ModCOx1PzU25UZvvLL7+kyCCnMnseDhw4QE8++SQNOEpsNCa/lpaW0v/+9z/q62tXY9x5ePfddyncZqcMYVGqx9SpU+mc4cPJbnfIuI6ITlaieXl5OU2aNIm69+jpvsdjm3vtlqWmUkVhYaN9XrRoEQ0afLy06wiNpITjzlamC/t84kknk9VqJYvNRpHxanJTYWEhPf7445TWrr3X7/6uKGVx0qt3X2mXr6GrZReK63iC8nunKYJ+lj5wTcDxyjXC0TBsYVMf5wHwN1999ZW3sGlxxxRqPvoDslis9N6rr7obnUY2Dty5ZJshbftQ8nVvUcu7plJESDi9edVVmhocTrqOoCCyBrko7py7qeVd31F4r3OoXYtUTf4y3333nbvAS25HCRc/Ti3v/p6io5PohYsu0txI9jiuNwmLhcKPO4uaXfc2xZ49jkKEoL2//qrJ9vTp08nhCCJ7cChF9LuQ2t7wHmVa1HR4xt55p7s4aDeQmt3wLiVf85r0ecX772vW4+prrpW2+dql3PY5JV39qrT9z9tva7Z92RVXStsxw26h1Ht/orjh90rbO3/4QbPtm0ePlrZjz7xT2o45bQyFWiyU+8svjbZdVVVFjzzyiLQb2mkIJfW9kE6JjFLSMVu+fLnsaHPnL7HvBbTOGaqs47ds2TLq0KkzWe0OSux9nrJOZVlZGd10003u+OD75aRR1M9qpaqiItJKcXEx2Ww2soWEU/TQGyllzGcU3vtcSk1Mosr58zX5fc2o69z3S6selHDJE5Q08mUZd6s++ECz1vfcc69Xj5bjvqNm178jbf/18suabFdWVsrBJ4vDKWM55fZJFHX8SIoJcdH+P//UZJsLSDn4xPn0osdkGxAT34Kyw8M1xwnfM71695H2k0a+Iu/FiL4XUEJ4BJXOmYOiBpCZawPDFjaYsVEPRhL0oVWrVjJmIwdfQRH9L5Yj//v27dNkk0dyTx461D1bc+rNslDgr7kzpAVu0J5++mn3SF1QiGyIQxJb0bXXXktayc3NpX79B7g7EH3Op6Rr35Bf//jjj5rj9YknnnCP9Ec3o5TbJ1NYt2HUvkMnzT6zbzzSGtyiCyVc/AQljXpTdnjmjR+vuXH/5ptvKDjE5b6GQ2+imNNvUzZos2bNGkpITJL2uNMTNeQa+be4U6s1D/DMW1paujumj79Sap3evgOpgEflPQMBXNy4WvegISeepMnmmNvcukYMuJQSr3ieok4aRUFBTiX+JvBsm81OCRc/RolXvkhxXU6my9PbHTY2GpJfOe54xiMkqQ0lXfkSxZ//kIy7Ba+/rjnuRl1/g/faJV7xgjfu6hMb9ckfd9xxh3sAI7UHpdz5FQXHNqMbb7xRs22e7ZV2UzpTwiVPUtSJo+SMZElJieaVBnzP9e7j7shHDBxB0afcJPXXmqc9M2Ns1xYeK/UISU6jiy++WEkRefLJ7jYgot9FlHTNa/Lrn6ZM0TwIxSxevNh7Lza/5WNyuMJp3Lhxmv1u6qCfpQ8BMWPDnSSgFu5UzJ49W74CNXDj43A4vA2EzRlKt912mxK7qampXruOpDRqk5YuOxYqbAcHB7uLG5vb908//ZRUsGfPHq/PFruTbHZ7ozsPvvHKPkdHR3t9DopKoFtuuUWJzz/99JMsbqRtZ6h8zcnJUWJ76dKlXj2EzUFJzVKU2GU9mjVr5rVtj06i004/XUkeYNtRUVGHrqPNQWPHjlXmN4/4ezURFnrnnXc02bz1dvfyNs9hDXEvo+OlgFp57LHHyO4IOqSFI5gGDhqsOb/ysjmLxVLNbz5+//13zT5PmDBBFgQ19di7dy+pgAtfu93uHRyRne2fflJim3Xx6mEPouN691HSbnHcNW/e/JAmoTFyOa4K2HZQkDtGeOaGXydPnqzENveDfPNpcEiILPRU5w+rK0rG44YNG5T43ZRBP0sfPPdCfQobbB4AgAZWrVolysvLvd9XlhWLW2+9VYld3jLSQ/nO9eKKy0Y06NN3j2SbH2hnqNLt+5AhQ4QKNngemmXbFWWiW7fuIiwsTInPew8+wM4+H8jfrczn+Ph474O0VFYsEpKaiTh+SFwBvrEhKstF2zatlNhlPXbs2OH9vmLvTnHasGHKbOfn53u/j4wMlw8Xq7JdWVnp/b5Faqq44IILNNl887VXxYcffuj9vqq0UL7u27dPaOXRRx8VX0350vs9le8XNqv2e/CSSy4RS5cuFcHBwdXe3759u2bbt9xyi/jxh+9r6cEbQqiANx2pqKiQX9OBUhHkdIqTTz5Zie1WrXzuj4oDon16mrK489W2qjhPnH/eucpsHzhwQH5N5WXCZrOLM888U4nt9Z6NMA7m04EDBoiQkBDl+cNSViTOPPMs0aZNG822AfA7ZDAwY6MfGElQD498tW3bVo4ktGnTRtlIP9tNT3cvB0pLS6Ovv/5aPkyq2nbr1q3lg+iq8LXNI4KZmZmNtlVzxsbX5w8++EAu11Ptc3RMDH311ddK7Na03bJlS2VLbGvGx5w5c+q9VKc+MzYe2/zKI/SqqGmbv1dtNyYmhsbddbeymWlf2y6XS24Yoiq/+s4kWG02WrdunXKfExIS6IUXXpDPg+hxj//2229K7Na0HR8fL2cQVM3Y+MYdb86ih88pKSk0a9YsXWwnJiZSRkaG8naLX7du3aosPpo66Gf5f8bGwv8IA1FYWCgiIyPl6GxUVJS/3QkoeFR6y5YtomXLlsJqxWSdKnbu3CmSk5NFdna2SEpKUmaXR1h5ZK1Lly7C5XIps2sW2zXj1Qw+H0vbjbVbnzzQlPRQZbux+ZVtr1ixQqSnp4vY2Nhj6rMZbKtqtwJFD6O3W00d9LP0gVcRREdHy49liIiIOOLPGrawqY/zABgBxCwAAAAzgXYLBGq8GnbY3ncdNlCnKY8MQltgBhCv0NVMIF6hKwDIA/rQkH6rYQsbg00kBQSsKS/xg7bADCBeoauZQLxCVwCQB/ShIf1WwxY2AAAAAAAAAFBfUNgAAAAAAAAATI9hCxvs2qWPpu3atYO2wBQgXqGrmUC8QlcAkAf8XxPYhUFBYaOPpry9IwBmAPEKXc0E4hW6AoA84P+awLAzNti5Sx9NFy9eDG2BKUC8QlczgXiFrgAgD+gDdkUDde4qwR/2hV3RgBlAvEJXM4F4ha4AIA/oA3ZFAwAAAAAAADQpDLsUDQAAAAAAAABMX9jYbDZ/uxBwsKZdu3aFtsAUIF6hq5lAvEJXAJAH/F8TGHZXNIvF4m8XAg7WNCYmxt9uAFAvEK/6AF2hq5lAvAIzgXj1f01g2BmbiooKf7sQcLCmc+fOhbbAFPglXktKhFi0yP1qJhrgt+HygFk1N7quAQJ0BWYC8aoPDcmrhi1sgD5gG22ge4dSod3DxqtOflNxsShp316Ifv2E6NHD0Lr4UpyTI8o7d26Q3w3KAzr5vWvXLvH+66+L7KQktZrrXSgdwb6m/GqC+/GY/42DdvneVEl5QYF+muihRYAU/00F9LP8CwobAFRhoo7JX7/+KrbFx6vvxJeUiP0dO0q7lV27Ktcie8MGUdimjXK/9+3bJx487zzh2rbN/ca6dUKsWiVUsXjOHJGdqLgDL4SYNWuWGNGtu3Bs3qzc7+LiYjHlo4/E9oQEZX5nZ2eLCRMmiBOGnCiaNWsm3hs7ViTv26fM9wP5+aJUp+K0sLBQvPH88+oLMR6NLCwUxe3aKbfLBUFxerq0S4r1OHDggPjnn3/E/732msht0UKp76WlpeL7SZPE3lathH3QINHr+uuV2N26dau4+pJLxJbYWOVa8/3CWuxRrAXbKO/SRb8Bl4N/A4UTCBjIYBQUFBC7lZub629XAo7y8nKaPXu2fAXqWL9+PYUIQTsjI4n4lkpPJyou1my3oqKCHr37btoUFKTUbl5eHp0Rn+C26TkWLiQVZH//vTK7NeN11apVdFaCer/Zblq79hQeFEwZFotSrTMzM+mCCy+kPr4+K/C7sLCQbrrpJpkrw8NjKcNjtx5+HykPHDhwgH766Se67LLLKTjEpdRvth3iCiWLzUauNr0o5vTbKbHvhZTZAN+PxNatW+nqTp2Vx8eGDRvo9ttvJ1dY2BH1aGh+raqqokWLFknbp0RFK/d73rx5dH33Hkrt7t27l8aOHUt9+/UnR5BTxp+qGCkuLqavvvqKLr74Ygpx1Y698nnzGu33vn376OGHH6YgZzD1s9mVarJt2za67777KCIySvl9XllZSR/cfLMuuZrbAb5+Lz7+OOVERyvNe00Z9LP0gWsCjleuEY6GYQub/Px8f7sScHBDWlRUJF+BNn7//Xe6+eabKa1dB6WNu4ecnBw68cSTlNvla3/JpZdSuNNFmXZ3wVSlqDHje7ZH+w6UabVJu7LQ02DXN15nzJhBoWHhFBmd1KBO/NH49NNPZQfeGd+S4obfSzHJ6fT4WWdptrtr1y665ZZbyGa3U1BEHCX2PleZ3zNnzqRmKS3IGhRMEX0voLiz75aFdf5vv9XL7pHywAUXXSLj2RnfgsJ6nEktz7lHmd+lpaXUr/8AsjldFHPGWGrxv68pJKUjXXjGGe641mD7jz/+oKjoGIoIjVIaHxdfcglZrVayh4RTaJehFN/9NMqso/htSH5dtmwZtW6bJrV2hEVTbLtBlHHwvtHq98qVK+nss8+Rtvl+ybQ7ld3nU6ZMcfuclEbhvc+lxBFPU0yLLpoHXzZu3CjvQ7YdnNhaxl50y+60we4uQirbtqWqoqJG+fz1119TQmISWWwOeQ2bDxutJEa4UL/88ivkPW5zhpCrwwkUk9aP1tvUXMc9e/bQaaefLu9tVTHNBd6LL75IZ551FrlCw3Rpu5o66GfpA/cvUNiAw95wPJqAwkYbrF9icjOy2B0U3LYPCYtVaeOzcOFCSkpuJm9ilXY9HXm2a3GGStvcqP3166+kFW7kTz55KNmCQ8kV5B5tjQwKkqOwWuP1448/JpvNTsJqP6iJhd697jrNWngSpSU4nKyuSPfX9iC67LLLSCsPPPCg29f2g8kaHO69lovefFOz3+ddcKHb16AQ+Wp1RclXvgZa88CDD7r95piWtkMiKMoZTKVz5igpfnfu3Om2z7ZDo+XrZ599pmlE++mnnyZhsZCw2rw6f3b77Zr9LSsrI2dwCFmCXGQJdncCLY5gGjpw0GELsYbkV899GJTSpVp8fD52rObBALvDQdagEHmPs12XI5iu7NBByfVjTfr07ee9hraIePn6xfvvaypO//vvP3KFhsr70KM1x+C40aOpasECKi8oaHS7dfyQEw/mPJc3piMcQdKuFk14pkbaC4vxXkPOHyOGn6u5UOc2oHlKC5nzLHanjI0TXS4qzskhLXz55ZfuwjS+pfd+cdkctNnpLn4xY6Md9LP0ISAKGyxFUw+mSNXx2muveRt3z8GNz8qJEzU1aDwz4XAEyRkEX7uf3nab5o7J5s2bKTQsjIIS2lTz+8orrySt8HIaOdKf2qOabV6aozVeXS6XtxPsOVQUH9wAPfDAAxTscnd4PMewYcM0216+fDm179CxVoz88ssvSpa3DRp8fDW7vCxIRR5gTa699tpqtocMGUKq4A6br22b3SGX1TWWOXPmuO1EJVezy8ulVLB06dJa13DUqFGa8yvr7C0ifY7veSmnBrjQu+zyy2vZPYtnIRUxbdq0arbjEhLqXVQfbelcTb8//PBDze3WunXrqGu37tXsNm/RglTwzTff1PJ53LhxmmzyzKYsTrnAszmq2eb7R2v/qmPnLrV8fuqBBzQXY8AN+ln+X4qGzQMAaAS333676Nmzp/sbe5B8CYuPF21GjBDC5Wq0plVVVaKKqkRZzhbve6W8y0f//prsevaBLy0pEQd2b/R9V/w592+hFWdIqHwty/q32vv79+/XbHvEiMuE9YDPrkhWNR/ey3o8/fTTYuP69SI01O0/ExERodl2t27dxL/LlsoPxPX9e8cff7xm2+np6eK3X6eLxMRE73sRkZFCBezjm2++KWL54eqDXHnllUIVXbp0kf4zoWFh4sEHHxTh4eGNtsf6jhx5lajMzz70psVSzX8t8D2+du3aau8NHz5cic5PPfWUOP/8873vBTmd4pRTTtFk12q1ii8+/1x88MEHvn9N9O3bV6hiyJAhogU/IH+Qe+++WzgcDs12Bw4cKL766ivv93a7XVx88cWa7aalpYm/582tdl934A0mFHDBBReIadOmVXvP95o2huDgYHHRRRcJcaBEiMpy7/thYWHy/tECazB92s+1YuaWu+4SgmNEYxsDgCEgg4EZG/3ASIJa+OH+M8480zvqxevEVZCVlUUjRoyoNqL2xRdfKLu/lixZQo888ogceeYHdd+cMEGJbV5m9NFHH1HPnj2pZWprubSER7xVxCuvN+dZmsQk98j8yJFXkUp4yRz/rbfeeks+36SS6dOnU0JSMl08QvssU02f//77b5owYQLNnTtXaR5g23fddRedd/6F8iFjlbBtHnnWskyxJps2baIOHTqQzeZeXsPL01TCGgwfPpz6DhhU54hhY/Pr+PHj5XM8zzzzDKlk7dq11KNHT7JYLPSrguWmvvC1e+qpp+iaa0fJ54pUMmvWLEpISKLnnntOabvFPn/77bd0yaUj6Dd+Hk0hnLNZ6+49j1O2OU9GRgZFRrqXyPJx9tlnkyq4DeCNFNjunXfeqcwuQD/LCDM2Fv5HGAjeUjMyMlLk5uaKmJgYf7sTcB9wNG/ePDFo0CA5Gga0U1RUJK697jrx9ZQpoqCgQMlov4ecnBzxxhtviN9nzBSffPShd6TbLJSVlQmn06k0XjldzZ8/X/Tq1UuTbX98roHNpmamSSuBnAf4s3F++ukncfnll4uQkBDT6FpSUiJcOoyW8wwwa5KcnCzMilnilXNTQz4dvb5kZWWJt99+W8Y0zwSr4ssvvxQjRowQGRkZoh1vNQ6aVLyajby8PDkTX59+lmELm/z8fPkK1MGX2tPB0iMBN1U8Mau6sGnqIF6hq5lAvEJXM4F2Sx+QB/SB+1dRUVH16mfhGZsmBo+iA2AWEK/Q1UwgXqErAMgD/sWwhQ3PLAD1mi5ZsgTaAlOAeIWuZgLxCl0BQB7wf01g2MIGAAAAAAAAAOqL3cgPYPHB8PMg/FwIV2y+jwTxNoV81Pd9z7MlHru+7x+uIqzrfX4gzLOO0oPHR7ldb1VVvd8/lufk+Rn+/Zo/b9ZzOtL7x+qc+OAHf/mVfzcQzskI18mDr32zn5MRrpNvHqjpo1nP6Wi+H6tz8tU3UM7J39eprnbLzOdkhOvk2255Nj4w+zkZ4Tp5OFysmvWcbAa4TjX/3xSFzYQJE+ThOQleMuX5bImkpCTRvn17sX79erFz507v76SmpopWrVqJ1atXi71793rf5x0+eBeYpUuXyt1mfD/zgHdaW7BgQbUL2rt3b7nDEu9k4QvvasFrJdkXX7EHDx4s/97KlSu973OC6NOnj9yBJjMz0/t+dHS03Mlky5YtcncTD/46Jw6s0tJSsWzZsoA5JyNcJ/4sgxUrVgTUOfn7OvFniHDCW7hwYcCck5GuE+cB9imQzsmf12njRvfnQ3niNRDOySjXiQ/eUGjNmjUBc05GuE6ediuQzsnf16lTp0612i2zn1M3A1yn4mKfz7I7Cobe7tmz8wGqXVTwRh6V4JhNSUkR27Ztk7GLkRZjXieMiDW9UT6cE64TYu/o7RbvNoX7CXnPZuBczvGK7Z5BLTiYuILmChzbPasD22bqA+IVupoJxCt0NRNot/QBeUAfAmK755ojbkCNpjz1CG2BGUC8QlczgXiFrgAgD+hDQ/qthi1sAAAAAAAAAKC+oLABAAAAAAAAmB7DFjZ4BkQfTXnnC2gLzADiFbqaCcQrdAUAeUAfGtJvNeyuaPV5QAgAI4CYBQAAE8Hbza5aJUSXLrzPrWiKoN0CgRqvhp2x8d1WDqjTNDs7G9qCY9NxWLTI/WqmeFXg9zG12wjbhssDempzDDGcrgGCal1zsrJESfv2QvTrJ0SPHqaPO2AskAf0oSH3PwqbJhYY/MFLaHiB3p34qu7dNXccjnm8lpSIym7d1Hd4SkoEKdCjLtvlPOrcANsN1lWnONm6dav48sMPxZ6UFLXa+KmINGx+1btw1Mk+8QfyLVokqoqKlOk6a9YsMfK444Rr2zb3G+vWuWduAnAAA/gHw+YBkxMQhQ0ApkOnhudAfr5yu3u2bBFbYmN16Wxv+P57YV2/Xp+Og05al5aWio/uukvYNmxQ7vf6qVOFRQc9Dhw4IH12bNqk3LaHnRs3iv0dOyqJE171/P7774uRI0eKlBapomXLluLlUaNEnOfTqVX4z0W1DsUp+/7JO++IbXHxutwznk68HsVBQwvfetklkp+s/uCdd4qtcXFK7efk5Ihxo0eLzdHR0q6tVy9h3b9fk03+8L+HHnpIDB06VCywhgrv56qnp7uXoym6V/JSU3WJj/9v7z7go6i2P4Cfbdlk0wshCQkhhITee1EsWAF7V57YnoqiWJ69d/6WJ6LyfBbE3hULz4ZSpSNSTWgJLbQkpC2knv/n3mWXLDXJ3GFnNr/v57MuWeLl7pkzd+6Zmb27bd06cmdn63eVCUUTBBM2mJKSEvGZHy4sLAx0V4JOdXU1z5gxQz6DNu+99z5ffPHFfOutt/KDDz7IYURckpQkPrDGnJXFXFGhOcRbtmzhO2+6iXMtFqXtbtu2jS9Kb+Np0/tYsEBzu3V1dTxx4kSOcoRwzv5269q1a3Kfvfn6+++/8/jx42WsR448h/t06cZrrVYlMRF9/vjjj7lVWmsOt1o5h9TFWvT/2Wef5Uib3dduddu2SrbhL7/8wplZ2eyyWDnX5pBt12ZmNqjtI40DtbW1PH/+fH755Zf50ksv41aprblv/RzRmCcrV66UY7sjKoEj+5zLLc57gBM6n8JrFeW3aP+JESOU5/XatWt56EknHzMWTRlfxe9OmTSJN9gdSvdxYfny5Xxznz5K4zFnzhy+/fbbOblVqtyW/SxWZe1XVFTwU089xeEREYe0u2TSpCYft/Lz83nAwEFssdo45oRRnHztq3K8/uvNN5Xs499++y2PPOcc7u8dkxTFWoxN06dP5/MvuEBZ23v37uVRo/7Bo0ePlttRbMO3J07k8latlOdfc4V5lj5ETSDyVdQIx2LYwqaoqCjQXQk6NTU1/Ndff8ln0KZHz15ssTvZlZTBNqdL6QRw48aN/M9//pPtdgcPsIcoPVjm5eVxekZbjo6M59yQsEZNiI9mx44dfPbZw+W+G9HjTE7sNVLGpK68vMltijz9888/OS4hga12B4cmtmZnSgcektJeSUxE4div/wDZZ1dmX0449z6OjUvif19+ueZ45OTkcN9+/dlisXJk73O4Zf+LZDzKduxgrW66+WbZ59DUThw/8m5OGnQFnxAW1uA+H2kcEMWSaNdqD+GwlA4c3nEoR7Vsq6yIFAf8M848U/4bcWfdzq1u/ZAdrki+d+xYzzZsQtveyZ+33UhXlK+o1trfqqoqfu655zjEGcohMS05seeIo7bdmPFVFJGffvqpLE5Vjh3effGGG25gi8XCEWGRyuKxa9cuGWN7WKTcx+NOv5lbdD+T1ynIDxGLlknJbLXZOaLn2XJ/8Z0cycri5fPnN/m4JU4uiH6HtR/CiZc/w0n/eEn+PG/ePNZC7C8tWiZ59sWktnLMy1FUpIsTRO2y28u2nS3SOLplppLtOGvWLNmmyOeQ6AT5Z9X519xhnqUPUROYvrBpSOcBAuWVV16Reep9iDOAKg48EyZMYJvdznZXlNJ2vZNtcaY1JDaJyWKRbYuD2uJZs1irM84621MgdD7ZLy7iLKxW11xzjV+bLrtTyWTqt99+81xBaJHu1/4LL7yguc9nDR/h2X7Zg/zaLisr09x2vwH+bVqc4bJY1WrdunUcHRMr2zvQvoUfuvPOJhceBysoKPC1bQ2NlJNvUcg31d3/usczsUxs47cvzhLbUGN/77v/AU++dTzRr+1VkydralsUP127dT/s2KH1JIO4+iiueNhDw/3aX/bf/2qOh9vt5pNPOdUv98hq4zGjR2vOj0FDTvBMuFt18ut3xe+/a+731q1b5RWK+vuLeF6gcQIvxglZeKR18evz9Gef1dRn7wTO6opme1wrX9sxIU7eO3OmprZFQZ2UnOJ/7LLalIynAEapDQz7GRt88EqfmObl5SG2Clx11VV+P+8loh5EtPLtt4mWLWvyEqLrNmyg2poaqqtjv3YXvPKKpnaFadOmUcHWLVRbWyenUaLtRUQ0c5H4rzZXXHYpRcfEknvV736vr9TwmQlvvr7wwgt+r7trKunje+8lWrBAU0xOOukk+vDDD6l6V77f6yq+5+nOcbdTZlY27c39w+/11atXa257+i8/0eWXX+77mSsrKCY6SvM4kJmZSV9+8bls7wCmQcOGEfXrp2RZ3E2bNh3ox74yOvHEE6lNmzZNbi+pZaJ83rczz/eayOvqnj0193fwoIEUFR1D7jWz/NrOS0w8bNsNHV9/++03WrH8Lwpt09NvH+9HREvfeUdTv2fMnE0V5eXEIeF+fd4pYqwxHmFhYfT9d9/6v1hXS90GDNCcH+++8zb17defqrau9uv3SpeL6kJDNR23UlJS6Oabb/b97M3vkJAQ0uKOO+6Qj8rNK/36bBs4UFMsYmJi6Omnn6Y6dwnVFG31vb6nqpKWh4ZqattqtdKA/iLTDthbV0sL3nhD83gKHphn6aNR+z8bDD5jox/c+6nWVVeNYntErO/MV9u2bTVfoRBn1J588km/M2riCo6KKx/FxcXySlNSkuf2Ce/j3//+N6vad0855ZQDZ0YtFk39rp+vn3/+ua9dpzNUyZWP+p/NcDqdvvYXLlyopF1xK9O111574AqF1apkOwqindatW/vaFp/3UjUOPPbYY752o6KilPXZ2++srCzPlRBXuPzMhlbiKkX9fHY4QpT1Wdx+1abNgatB4iH2Iy3ja2VlJf/rX/86sJ84QuVzRkaG5n7v27eP77//fv8rehYLl2u4JfRwMQkLC/OMTTabsn1RxG34cM/trOIRHh4u46HiuFU/78T2FJ+LUeXSSy89cPUjLExZ7j3//PO+q2LiuVWrVkraFp+xtFitTBarbDclJUXpPt7cYZ6lj6D4jA0WD1APO5xas2fPlrkqPpgqnsVtNqp8+eWXHBMbJ9sVB3vVxO0w119/PQ8cPIRXrVqltO1NmzbxVVddxS9PmKA0Xy++5BIZD3GfuGpi4vfEE0/w4088ISeeKm3fvp2vu+46njz5XaXtisnIH3/8IYu+0tJSZeOA+NzKqFGjODwiUn7GSTXRb3EbkMrJlOhnyv4PtF999dWsmijAOnbqzKeefqay8fWdd945UKyHhSktPn7++WfOaJsp287u0JFVE8XN+RdcyB988IHytufOncsDBg3ib775RulxS4+883r77bc5IjKK33jjDaXtiv07Ni5eft5SxFyVc887z5d7Ko9bgHmWEQobi/gPGfDbRQsLCykuLi7Q3QkqYsnLuXPn0uDBg8lutwe6O6Yndp3t27fL51atWjXoG3EbQ7T95FNP0T9GjaL+YpnPZp6vtbW18nK0w+EIdNeCfhwQOa3ilrzjaffu3fTqq6/K20TbtWunvP1jxaQp46s4zt122+3UuWtXeuC+exX2lqiyspImTpxIAwcOlH0yK7Mct/TaZ7Zt20ZOp5PixfL8ioil4sV3rXTt2lX5cau5M0u+mk1RUZHcBxqSr4YtbMSbiBXr2IMyYmK4bt06edC32WyIrOKcxQFCLeSrPhBXxNVMkK/6wHFLH8hXfRQXF8uLHaYubDBJBLNAzgIAgJnguAXBmq9WI1e9oD6mOTk5iC2YAvIVcTUT5CviCoBxIPA1gWELG4NdSAq6z4QAGB3yFXE1E+Qr4gqAcUAfjZm3GrawAQAAAAAAaCgUNgAAAAAAYHqGLWzEN+SC+pimp6cjtmAKyFfE1UyQr4grAMaBwNcEhl1kG4WNPjFt06aNDi0DqId81QfiiriaCfIVzAT5GviawLCXRbAqmj4xXb58OWILpoB8RVzNBPmKuAJgHNAHVkWDI64qIb7kCKuigRkgXxFXM0G+Iq4AGAf0gVXRAAAAAACgWTHsrWgAAAAAAACmL2yweIA+Mc3OzkZswRSQr4irmSBfDR5Xt5to4ULPM4BOMA7oIygWD0Bho09Mk5OTEdvmTs8DvMK2gyZfDTahMlxcDRafoImrWR2UDyriyhUVtD05mah/f6IePUyfa2BcGAf0ERSFDVZF0yemixYtQmzNQo8Jn9tNpW3bygN8bdeuytvm7t1l23XiWWPbh81XkxRlXrVlZVTYurV+E6om9Lkx44CYEOoR761bt9LUqVPp8Xvvpd2pqWrjo1eOHKPdJo+vZi7sVPfd7faMS/XyQcVxa9kHH1BSaannh7VriVauJKXMvA1BKcyz9IFV0eCIq0q4xeSTGRFSye2mvvufVba5JyNDHuBlsaCq7ZUrKWrHDvlH24YNVLlkiZp297dtWbdO/tEqnjVOHg7JV7eb6rp106VIqCktpdLMTOVt/+/55ym+sFCXCVXh5s20KT6+0X1uyDhQWFhIt157LeXHxSmLyerVq2nkOedQYlIypaam0nnnnUc//N//UUJxsbL4lBQUUJkO23H7hg1U1q7dUdttyvhaXVJC5VlZ+hS+Ok62KyoqaOL48bQ5PkFp3ysWLJDjUv18UHHcen3WbFprtck/54WEUHX79qSM2001BxVjKtvW80SO8uMWYJ6lE6yKBnCciDPa1V260EIicg0erOwgIQqOmJ075Z9lsaBoQlyZlUW5+/8snq8aP57q6uqUtM2dO9NGh0P+ea1oPySEVFo0eTJZ169XXiSUlZXR7cOGUdT27UrbFpO/sf99k9baPN+DXJqURNSlC6lQWVlJ95w9nFrv26e0zyIX3n77bcpsl0ULJ0+mNlVVytr/7rvv6PvvvqPyyHSKGTqakq59jdbGtKRtERGeXxAT/CbGR1wBGjduHI3IyKBIxdtR5Mcdp59BkQUFStsVfhg/niK2bVPerhiHKvYXTPJkgKJxqaSkhJ599llKTWtN7993H6Xt26us7yL3rn7+ed/4VCZuHVOwv4g+v//VV3RivwvptEGXU6eqKvr3G2+QKss/+ojsBxVjSrjdVNW5s9yG7vbtyb17t5p297dt79tXHrdCBw5EcQPBhQ2mpKREnJbhwsLCQHcl6FRXV/OMGTPkM6jx4e23i/OIvsfemTOVtPvef/7DOfvbFM8rFixQ0u6CBQs4jIj7O8Pls9jXbrrpJq6rq9Pc9q+//irb7Gd3yueIiAiuqKjQnK9VVVX88ssvyza9ManNzGTW0LbX5s2buWPnLrq0/fjjj7PFZudwZwT3JeJYp1NTPLzEtrrk0kv9+lzZpk2D+3ykcWDZsmXcr/8AmRNksfi1z1lZmmMi3nunzl087ROxNTxGPv81b55IzCa1v2bNGh49ejTbbHbZluo+i9w7+eRTGpQfjR1f9+3bxxlJyb5219vtXLFrF6sgxyHF49KECRM4IipK5rQe+XHvvffKbeiyO+X+khITI3NG63Fr0qRJTGRhW1SibN/idHGIM5Q3bNjAKjwwbpwvDuusVmXbUO4T9bbh+a1aKRk/hD0//6zLcQswz9KLqAnE/itqhGMxbGGzZ8+eQHcl6IgJkUgOFZNYYP7777/9Du7ieZGiA0TPXr1l2+IAL5579+mjZLu9+uqrTFarb3LpfXz33Xea2z7n3HM5JDbJr93XXnutye2J91tQUMDXXnutrz1vTFTE+c8//+SWSclsc7qUt71t2zYOc7nY2aaHXzzefvttzW0/+uijh8Tj+ccf1zwOnDD0JNlm/T6L9leIPiuaUH399dd+8RgwcKCm9gYNOUG2E9q2r1+fF776quY+i/hcNWoUW6y2BuVHY8fX119/3a9d8SxOPKjw+ZQpfuPSZ+++q7nN7r16y/7a41opz4/33ntPtmeLiPfLDxEPrcetgYOGMO3fhvUfU6dOZRXatsvy24Yq9nGpooLznE7fNhRt//DDD0qa/sdFF+ly3ALMs/QiagLTFzYN6TxAoIgzuaL4qD8xaRUbq+SM2rp16zwHX5vDc4bRESqf33//fc1tX3311b52vY9effpyXl6epnbF/2+1Wjms/WC/tsXVEC1GnHOubCe8y6kHzvSLs6IK4pzSKo0tVjtbXZ4rB+IREqLmqsrTTz/t6ev+osn7uPiSSzS1u2TJEtmOIzHD16aYeI8dO1Zzn8WkKblVql9/beIqgqKiRhBttWp1YGL8yy+/aGrvgw8+kGff6/fZ4XAo6fPDDz/suYLQaeiBWFssXFZWprntvXv3csvkFHa0bOvX96VLl7IKjzzyiN9ku2OnzvLf1GLjxo3cq3cfv/6GhYUpiXWHTp3ZcpgTLjt27NDctjhpM2rUKI6NjZVtJiUl8U8//cS1tbWa296yZYtffy02ByeltFJ2x0n39h1925AsVk5tnS6PD1qvrB9cUG/dulVJfwGMUBsYtrDBrWjqiUv5s2fPxq1oCohJj5hQWkMjfQe17A4dVTTNTz75pO92oPoHzRtvullz2+++O4Wz23eUt5/df//98sqCCsuXL2e7w79gSkpJ5dvuuFNTvoqJr8t1oDgIy+rPoS6Xkj4/88wzHB0Te6CoScqSE3sVxERh3LhxfMMNN3iuTAwYwENPOomnfqvtylh5eTmffsYZ7AoPPxBrewj37T9AyTggJu1duhy4Xaxnz96smpgIi6tOTz39jJL2RDHgK8TCY/jyyy9X0u6ll1/pl8/OlA7yefXq1ZrHV+/VmpDkbL9/Q1whUqF7z17sTPVsR4sznG32EL7ttts0tytun+vevfv+/lr4dnErrgKzZs2S/Tu4sBHbVtVxS+SduAKkslB/8803PScwwj3jiL1Funx+4oknlLQfExfPFOLya7sx+/rBioqKZOHlauPdhp7HlClTlPQXMM/SS1DciobCRj18xkadzKxs3y0q9R85OTma287Pz+crr7yS77jjDr7kkkv43Xff5R9//FEelIxMFEliv62pqVGarytWrJBnWX1XbGw2VsXtdvN9993Hme3aybZVFTZ6E7GZPn06P//883z28OH86uuTGvX/HuszC+I2vVNOPY3ffvsdNoPdu3fzsGGnyW0oigYVKisr5YT7uuuu8+WduFo4T3wmSOP4Kibs7bI7cHpGpmw7Miqa27TN5Nf/84aS8UMWYqmdDoxNFotsX9VtyJ988om80nukWGgt3n/77Td526LRj1tijK4//rfLyubrr7+e165dq6SIlLdZph+4NTQlNY3feuutJrc5bdo0z1VN14ETcqLwPevsszX3F9jw+dpcChuL+A8ZSGlpKUVHR8vlRuPEUqOgTE1NDc2dO5cGDx5MdrtnpSZommXLltGsWbPo559/ph9++EG+JpaxXbJooVzKFtTna0FBAU2cOJHi4hPorjvvIIvFonybJiQkBP32C9ZxQHzPwapVq6hr167Kc8N7bNq8eTN1FitVGTiuYj/p07c/2R0O2r1zO5122mk0cuRIGjRoEHXs2JHMxihxPdLKh2L879atG2VlZZHN5llSWoU9e/ZQm7aZtG/vXjr5pJPoyiuvoCuuuELTF5WKfeTTTz+ldevW0aOPPipfi46Npcsuu4L+8/qryvrenBk5X82sqKiI4uPj5SqHUVFRR/1dFDbNCHY4fYtxcSASz6AG8lUfiGvwx1Wcr9SjuGvucQ1EkepyuXQ5rniPW2KiGBkZGTT5EmjNOV/1FBSFDSaJ6nm/6EwMlBjE9DlAHGuHg4ZDvuoDcUVczQT5qg8ct/SBfNWHmF/FxMQ0aJ7V9GuaYEpOpzPQXQBoMOSrPhBXxNVMkK9gJsjXwDJsYSPuBQX1MRWXSBFbMAPkK+JqJshXxBUA44A+GjNvNWxhAwAAAAAA0FAobAAAAAAAwPRQ2AAAAAAAgOlhVbRmtlqHuE9RrLWPVdHUweoy+kC+Iq5mgnxFXM0Exy19YBzQB1ZFgyOqrKxEdMA0kK+Iq5kgXxFXAIwDgWXYW9Gwcpc+MV28eDFiC6aAfEVczQT5irgCYBzQB1ZFAwAAAACAZsWwV2wAAAAAlHO7iRYu9DwDQFBBYdPMiIUDAMxygA+qfDVQrBsVVwP12+iCKl+DNa5uN1V17kzUvz9Rjx7Ia1AO40BgGbawsdvtge5C0BExHTJkCGJrRjpMLit27aJdqam6HuD3FRU1ud9Bla9uN9V166ZPrBuZG42Kq9tNtV276pcjQVQ0KcnXIIqHEm432ZcupSG9eikZBwoLC+n5q6+mkLw8zwtr1xKtXKm9nwDBeNwykMbE02rkJfNAfUyLiooQW73oMCkRq6t8+OabyguQX3/9lS7v1p1aFBcrP8Bv2rSJXnjhBRrYsxdtadGiyf0+ar7qOAHcW1iotG0Rj/vPOYes69crj3X5zp1U2Lp1o2LckHFALAX7zjvv0A2DBpNtwwZl/Rbtzp49myZOnEhjRo+m/Lg42XdWWTTpWRwcpe2mjq/i9zdu3EhfvPceFaena97P9T52FhQU0NatW2nHjh20e/du2rNnj8xDXrBAScx37txJn3zyiV9+iOKaKyqa3GZ1dTVNmDCBMtpm0pPfTaNci8XzF1lZRF26kMoPOG9bt06f/AtQXkPjYJ6lj0aNa2wwJSUlovdcWFgY6K4Enerqap4xY4Z8Bm2WLl3K//3vf/mVV17hxx9/nMOIeEdMjNj1mLOymCsqNLW/efNmfvDBBzkuPoH7ijbrPxYsaHK7Yr8aPXq03Mfi0zpzriNUSZ9ra2t5woQJ3K//ANm21R7CAyPiNPXbm6/vv/8+jxs3jseOHctjxozhsdddx9ujojT3u66ujr/++mt+7rnn+Nprr+WBgwZzq/gEzvH2V2NMKioq+LHHHmNnaBhHOF3K2hUqKyt54sSJPCw6ptExPto4MGvWLL7iiitln8li4egWrZX1+4GHHpa54ckPB5+QkKYsr2tqavjvv//mrz/8kHfHxSmLs9vt5iVLlvCUKVP4gXHjeLPLdcS2GzO+itx44okn+Kyzz+bY+AQZExX7ucjp0848m1NSW/O5554rx6Zvv/2Wt+Tmct38+ZrjsWzZMrbabL7tKB5i7NOaI2L8uPPOO7ljpy6+dgc498d6/6N67twm9Tk/P58zs7LZYrFyRPczOfXWDzguIZVfvPRSTfEQsX7rrbf4rrvu4pEjR3K77PYcZXco389FXv/w+efsTk1VMuZ98MEH/Prrr/Mzzzwj4yzyemdsrLI+N3eYZ+lDzF1Evooa4VhQ2DQj2OHUEQdKsZPZHE62OcOVFR/iwHPpZZfJyYPNGcauDkM4odNJnGuxKDnwpLZuw1ZHCMcOu5FbjnpBtj2qQ0fNB7OcnBwZD3tMS4476zZOvOwZjm/Xl/Oczib325uvCS1asC0kjMMS09kZl8KDoxOVxPq3337z9NkZxmHJ7diZ0ZMHxqUoafunn37i5FapcgIf2fc8jjv9ZjkBXP3uu5oLSDExSUtvw+L7lWPb9ORcq71RMT7aOJDSKo0tNjtHD76CW1zwMMeech1H2uxc9ttvmnPktttuk/GOO+NWbnnl/3H6hY9qngS+99573LVbDw5xhiorDrxuHHMrW61W30R7kCvqqG03Znz95ptvZJshiW04qv/FHHPK9Ryb2oXX2xu3LQ8nPaMt26NbcmhaF7aFhCopPLw2bNggx6aw9oM55uRrOWHkPTwovrXmmOfm5nr2xdhkOX60uOhRju841BePitRUrm7AhOZwFi9e7Il1QionnHMvp97xuRy3X3rpJdZi/vz5sl1HRCyHtekpx+pBiW01x+KXX37h004/Xe7j3iJSVV7/73//k+2JIs/qcMo/97OFKNtnAPMsvaCwgcNCYaOOOEun+qylUFZWxnaHg62hkUwWz6TK4nDymScO9RxwNE4uTzv9DL9+WxyhPGzYMNZKnDG/5ppr/NoWE++nH3ywyf325qu4WlO/XZcjVEmhV1RUxEkprQ7ajhbeFhmpue2rr7nWM5lKPXAGWjzy8vJYi7lz53omUwlpvvxwWaz88hVXNLivRxsHxBVIv/ywO/kEkXsK7N27l+P3X53wtt0tuz3XzpvX5DifefZwTww6nax0PxRGnnOuvGoVktq5QW03ZnwVV4J69up90P5C/Or//Z/m/fyGG27wa1P1xPWss846cOUtPFbGpahFC80xv/vuuw+Jx1MPPCCv1Mz68UdNdxr8/PPPbLfbPXkXGiGfv/rqK9Z6NaVrt+6Hjh8REZpiccWVV8m2wjt7ctqbe2sVjHnFxcUcHRPL5Ag90LbFxhtD9ucIrthohnmWPoKisBGTDlBLTD4XLlwon0EbkZ8HH4TFwWflO+9oLj7E7UAHt33TTTcp2WTiitDTTz/t1/bpp5+upG1xNSElJcWv7c8//1xzvm7duvWQeDxx331KCr3p06cf0ra47UNr27t37+Yrr/JMUOo/xFleLXbt2sUnnXzKIe0+8sgjysaBg4t2UViqIq6w1G9b5KIW69evP+x+uPQ//9GcGzt37jxs2yvefvuwbTd2fN20adMh7c+cOZO1mjRp0iF9Vnmr0TvvvOPX/qmnnsp15eWa9xkxftgOus1t2rRpSo5bCxYsOCTW4hZDrVatWnVIu999+qmmWGzcuPGQNlUeXx566KFD2v5MXElWMJ4C5ll6z7lMXdg0pPMAgfTkk096DgxWz8G4bdu28t55FebNm+d34BG3J6gi+piZmek5e2mxaL4lo77y8nKOjo72XK0ICVEWj9tvv11eARLtRkZGyn9HlRtvvNEX59jYWGV9Fl5++WUZY9G2uBKnom0xAbz++uv98kNcKVBF9LF+gfrXX3/p0rbD4ZBXKLUSn5HyXgESzy1atFC2DX2FmD1EPqempirND3ElwRvn+Ph4JW3Lq752h7zaJNpNTk7mil27lE1cRR8jIiJ823DHjh2scvISKj7fRST/DVWxFu1kZWXJdtPS0uRnY1R91vTFF19UPn54iw9HkmecFg/RfxVt79u3j0OcTiar5wpWQkKC0pwGCHRtYNjCRlwyBbXEhGjbtm3yGdTcWtMqNY0t++/DLygoUBpWsa369uvPXbv3lAcjlcSBTJzF1GM/E0WH+NC8OMuqKl/FFRBXeDintErl7du3s0oitp27dOWIyCh5dUg1kRejRo3iTz79TGm74upPm4wMjkto0ajt2JBxQOSHmPx9+eWXinrr3/abb77Ja9asUdamWFRCTtJaJCq/2i9yWbTdq3efo04Amzq+ig9yDz3pZN6yZQurcv4FF3J4ZCT/5z//0WXSKhYRuPCii+UiKqqJffDmm2/m5cuXKz1uecc81fEQV8HF7XmJSSnKtqFo88KLLpJ5J24dE1eWVfb7o48+8hVMeox5zRnmWfoQx7iGFjYW8R8yELEcaHR0tFxvPk4s9QjK1NTU0Ny5c2nw4MFYY12RzZs3y6VPBw4cSCUlJRQVFUUqid3T4l2atJnna1lZmYyH6hh7/y3xpWpmi/W+ffvIarVSSEhIsx4HRBwefexxOm3YqTRs2DClbYslfL/66ivq168fpYvlmE0SV7fbTS6Xi8zOaHE9XsTS4df/80a65KIL6bLLLlPadl1dHc2cOZNOOeUUXY5bzVlzzdfjsT/Ex8c3KF8RdQAN0tLSZCGuF7NNtPUUGRmpW9tmPQCFhoYGuguGicP4557VpW1R8F588cVkNsFQ1DRn4sTuV198rkvb4mRI7969dWkbINAM+wWdAAAAAAAApi9scKZan5jGxsYitmAKyFfE1UyQr4grAMaBwNcEhv2MDe77BLNAzgIAgJnguAXBmq+GvWIjPtwG6mOal5eH2IIpIF8RVzNBviKuABgHAl8ToLBpZomRn5+PwgZMAfmKuJoJ8hVxBcA4oI+gKGwAAAAAAAAaCoUNAAAAAACYnmELG6yKpk9Mk5KSEFswBeQr4momyFfEFQDjgD6wKhrAcYTVZQAAwExw3AIzCYpV0WprawPdhaAjYpqTk4PYgikgXxFXM0G+Iq4AGAcCXxMYtrAx2NfrBAUR0+3btyO2YArIV8TVTJCviCsAxoHA1wSGLWwA4Dhyu4kWLvQ8AwAEO4x5AEEJhQ1AM1dXXk61XbsS9e9P1KOH+uIGE4jjEwu92sb2O34Q68PGJHLNGqV5vXvTJtqTkaHfmAcAAWPYwsZqNWzXTEvEND09HbE1cQGiauIqLusuXryY7r77bhqe0ZZsGzZ4/mLtWqKVK7V3loiKiopo7i+/0N4OHZo0gQhUvorYFG7eTLXz5imb8BQUFNDnU6bQjpQU5ZOpvLw8ev+NN2hHcnKD2m5MXLmigqo6ddJ3AqjHZD4ABYLWfBWxru7SxRST7X379ulyS7P3Np6ZM2fSf//7X7rvttvkPtPr5pvJ1qePppjs2bOH3n33XTr9jDNoREYGxezcqXzM88FJhmYL8yx9NGZctZNBobDRJ6Zt2rTRoeXmaenSpXTvffdTzx7d5c++1TrEQU0cKMUkxeVq0jfsirZXr15Na9asoVWrVlHu8pX0/eZ8aie+fTcri2jZsia1XVFRQc8++yx98NHHlL9xA4VExJLT5qS1FgtliYmKaFv0uwn+/vtvmjRpEi1fsZJWrlpFu3fuoL5EtND7C94JRL9+jc7XH6b9T/a7e7eu1KVLF98j1unUFGsxkbr//vtpxYoVtK1gOxVs30HuXTtocU0NxYtf0BDrlStX0sSJE2n6bzNo/bpcGYuLmxiLg33++ef0/fff06/Tf6dtWzfLtkc1sO2jjQMiHrm5uTRjxgz6/fcZVPTzz/RzcZGSPotcnjBhAhUWFtKOnbto565d5N61m2aWFFNGdbWmWHv3m3Xr1tFf8+bRyXfeSQlFRZrbPKwj7N+NHV937txJCxculI/5CxZQ9dw/6PeKcs2xFu3eeedd1L17NzrllFOoR48eZLPZNI9L9ceQbj17UeGuXTRw4AAaPGgQDRgwgPp16UJRmzZp2hdFuyv/WiZ/tlisNMgVSc9VVHh+1hCTV197je68406qrqkmV1pnijnxasqdMZmyxV9qGPPKy8vpkUcekUvRihjb7XYKY6Yxb75J8YWFmvJPFGJiXxQL/ojnvNWr6Zlp0yht3z5N7Yo4/+uee2nzpnz5szi+9O/fn6yiXQX50dxhnmWAmoANpqSkRJwG4qKiokB3JejU1NTwX3/9JZ9Bu3vuuUfmqt0VJZ/Fo1fHzrwrNlaUCMxZWcwVFY1u98cff/S1FxIZx2FtevLAqERPm97HggVN6vP06dNlu47EDI4ddhOnjvuMw1Ky+fJzz/W02YT+et06dqxs25nencO7nsbxZ93OkWGRvNnlalI86ufr6NGjmcjCzrhkJqtV/jthRJznDNUU6y1btsi2rJEJHJbVn6P6X8QnpHVVEuvrb/inp5/Zgzj6hFGccdULnEMWTf0V3G43OxwhbHWGs6vDiZxwzr2cPORKzvH29xhtH20cOHnY6Z7cs1jZ2SKd4zsMaXC7x3L7uHGe/EjpyM42PTmi51nc3xmuKda1tbVyPxw85AQOCw+X7fet356G7ffGf9/k1m0yOLlVGrdITOLIqGhuERF5xJxrzPhaXFzMjpAQz74YHs3OVh05JrWrklj/97//le1abHb5LPp96ciRXJyYqGQ7VldXy1jb41Ll2OQIi5D7ota+V1ZWcmZWNlvDojh++F2cetsnnDToMl5r8ewzdRr6/a9/ecbqiF4jOe3OLzjx4sc9fX7/fU2xmDJlimecjkpgZ3Qih8Ym8QCHU3P+LV682HcM8ObIgNBIJXldVVXFoWEutoS4fO2LvG7qOA3+MM/Sh6gJRK6KGuFYDFvYFBYWBrorQUcckGbMmCGfQbvvv//eM4GwOz2T49BIJZOq3NxceeARE3lZOMUkywJhe1SU5gOPOKidd/75vgOaLbqlfP74449Zq3Xr1u3vt6dtqytGPi+ZM6dJRVP9fBX987Zrj03muDNuUTaBveaaaw60HZPM0VEteHNYmOZYr127lqNjYpksnu0oJmzhVivv+uEHzROHcfuLBE88UtjZojVfePbZDYrz0caBE4eexGS1sSU0wpfTsaGhXPrrr5r7vH79+v1F0/54hMfKyWVpUlKTY7169WpPHsckMdk8hYLLEca5+yfDWrbfP66+WrYX3uVUX6yPlnONGV9FYZOe0ZYtDqeMsWccCeHBvXprPsGwbNkyv0mxNTSC+1psSvYVoaKiQhbW3txrdesHPDghXUn7c+bMqbcvJrHNGcb33347L5k0iasbMKE5ktLSUg4NDT2wH3Y5Vca/rq6Otc5X6o959ugkjoqI5fxQbSdcli5dyja7nR1J7Xz54bLYeJOCcUkYMHDggfyIiONBLTKU5Udzh3mWPkRNgMIGDoEdTi0xOak/gRCPlpFR7E5N1XzweeSRR/zatdkdvHXtWs2THmHu3Ln+bdvsDToL0hB33XWXX9tDhw5Vkq+///67f59DnHxCn75c07at5lj/8ssvh8R63fLlSmL95ptv+rU9bNgwVmHevHmH5J54H1rHAe/Bo/7j/PPPZ1WGDBni1/agQYO5rrxcU6yvvfbaQ/p83eWXa95+olA/uF1RiJW0bHnYnGvs+LpixYpD2n/hhRea3N/6/Thcv3fHxyuZFC9YsMCvbWdCGseFhXFZSorm9g9uO9Tl4u3bt2s+IXdwuxabQ17pU2HQoEF+bcfGxXHB+vWa8++55547ZDt+9NZbSsalPn36HJIfWyMicMVGAcyz9IHCBg4LO5x6HTp1Ztp/y4fD4eA1a9Z4DjoaDz7l5eW+M4ziys3YsWOV9Vmccc3KyvId1M4480ylbUdFHbg1b9GiRUryVbTrch04Mzp06ElcVlamJNai7aSkJF/bDz30UJPbOlbbv4orH4rabdeuna9dcQtPQ88+H2scqH/WXDwWLlzIKg9Odrtnf7FYLJyTk6O5zb179/pPAC0W3rhxo5L+tm7d2tPXkDD5nJCQwBW7dh0255oyvv773//29VtcBZE5rUDPnr2YbA5P361W/vrrr5XsK97cS0tL88U6MSlJXmFQtS/WH5seffRRJcet+u1GR0dzTFy8p88KbN682XcVsjEnGBpyS1P9vI6MjJTvQ4Vp06b5tf3AAw9oPsEAHphn6SMoChtxNhzUEvejb9u2TT6DGqLg8B4cxK1HKhUUFHBSSgq7wsN5l5hMKSQOkOKs/4cffigPzCrt3LmT+/UfyHfdfbfSfJ0wYYKM84iRI3nfvn2skigkTzv9dB4waIjytkWsxcThoYcf0Xzry8Ht/u9//+OLLr6EfxC3tykcB8QVMrsjhAcNHsKqffPNNxwZFSUn9aqIQiYq2nPr40033aSsXREnZ6inqOk/YMBRC4+mjq/eq5ziszGq3HnnnZ6Ct10Wr1y5kvU4Tqe1Tueu3brz1q1blbYt8lpMvMXYJP6s6rgl2hJXbsS+rnI/FO644w4Z7/HjxyttNz8/n8MjI+VVdXHbpSoiFlabTfb5jTfeUNYuYJ6l9x0yDSlsLOI/ZCClpaUUHR19YIUpAAMTKwT9/PPPdMEFF+iSs2JlHLHijtgnmjsxVImV4tq3by9XHwJ9idXLYmJiPCtqmcCvv/5KU957n5595mlKTU1V1u5LL71EX3z9DX3z5ReUmJhIqtXW1spxROXYIbbdDz/8QBdddBG5dFrhSuyPou/YF4mqq6tpy5YtclU8MV6rJFZXFO337NlTabti5c3evXtjrgWm0JjawLCFjViyMjY2Vr7mXUpRDKL1uyuWfxOPhr4u2hBt1dTU+P2b3gO3+P2GvC4Gcu+g7uXto1hyVDwa+vrxfE/iz3/99Rf16tXrkLib9T0d7fXj9Z5EzoqJlDiwidwNhvdkhO0kLFmyhLp37+77f83+noywneqPA972zf6ejtX34/GeqqqqaNmyZb58DYb3ZITtJP68fPnyQyb2Zn5PRthO9Y9b4gRGMLwnI2ynox23zPqebAbYTsXFxfLEUkMKG8Oc9nzttdfkw/smFi1aROHh4fLPSUlJ8iyt+I4C8eVdXuLL0MQZErEOu3jTXtnZ2ZScnCzPSLjrfaFX165dKS4ujubPn++3Qfv06UNOp5Pmzp3r16fBgwdTZWWl/CLD+sEeMmSI/PfEd194ibNiffv2pR07dsg1571EcdatWzfatGkT5ed71o0P5HsSxP//559/Bs17MsJ2mjZtmjz4BtN7CvR2EhOZvXv3yvaD5T0ZaTuJ3xF9Cqb3FMjttH79er98DYb3ZJTtJP5f8e+JK7bB8p6MsJ28x61gek+B3k6dOnU65Lhl9vfUzQDbSVzVbijDXrERwRVvVkC1q6aCF7+zYMECGjRo0CGXy81YwR/rdVyxMfd2Eq+JQU18eZz3dhfknvbtVH8cEHE12v5khNxrynsSEwhxcPbmazC8JyNspyMdt8z8noywnXDFRp/tdLTjFnLP2uT9qaioiFq2bGmuKzYHEwlx8L273jd6sMa+fqR7ghvzutgQh3vdO3A09PVAvKcj9d3M7+lIrx+P9yQe4gyE9/aTYHhPjXldr/fkHegONxaY9T0ZaTuJ/h2pj4f7fTO8p6a8rvo9HZyvwfCetL6O92S87VT/uOUtGLGdtG+nox23sD9Rk8eIxnyW79A9xCCO9OZBW0zFZT/EFswA+Yq4mgnyFXEFwDigj8bMWw17xUb1yiLgian39j4Ao0O+Iq5mgnxFXAEwDgS+JjDsFZuD77cDNTGdM2cOYgumgHxFXM0E+Yq4AmAcCHxNYNjCBvRx8AfjAIwM+Yq4mgnyFXEFwDgQWChsAAAAAADA9FDYAAAAAACA6Rm2sMHKXfrEVHzpEWILZoB8RVzNBPmKuAJgHNBHY+athi1sQB/im1wBzAL5iriaCfIVcQXAOBBYhi1s8OErfWIqvhEXsQUzQL4irmaCfEVcATAO6KMx81bDFjYAAGAQbjfRwoWeZ0CMzQy5DBDUUNgANOcDsVnbNiMd48HMVLVnj/L2xVmyxbNmUUlGBlH//kQ9eqjvv+q4mDDvduXnkzs7W78Ym5EO2zHnzz8pX3xJtdnibMKcBggUFDYATfyyqKqqKt1jV1deTuVZWbociL/95BPa2aqVLm1zRQXVdO1qnslwvQJhz7ZtVDVnjrK2Kysr6cv336ctCQlK4yGKjj/++IPuuece6tIui7a1bKmk/Z07d9IHH3xAV1xxJSW0SKQxQ4dS9M6dnr9cu5Zo5comtz1z5kx68cUX6cknn6T777+f7h4zhnYkJ6uLi9tN+zp2NFXeTZ06la7o3oNcW7cqibHZ1dXV0aeTJ1Nh69ZyO9p69ybrvn2a2xW5d9MJJ1J6ZaV+cdYhP6pLSqi4TRsZC1aQ024URxDs2GBKSkpYdGvPnj2B7krQqaur4+rqavkM2lxw0SXsCg/nc849lydMmCBztqSggHnBAuaKCiXhnTFjBo/q0IFZ7Kbeh2hfo9LSUr7mmmu4b/12FbWdk5PDjz32GJ+Xmqa5bZGnVVVV/Ntvv/G3337Ln3zyCb/zzjs86cUXuSghwdNuVpameL/55pt8xRVX8JATTuT0jEyODQ3jHG+fNba9YsUKvv322zkmNk5prLds2cLXXnstxyW0kHkXEhHL/UMjGtz+0caBHTt2sNVqle2GJbfjqIGXcnzWQM61WDTHRPx7iUnJbLHa2BkVx2HxKTwkOlFJXGpra/n777/nf/boqTyn3W43z507lyeOH8/bIiOPGIfGjq/iGPePf1wtYx2T2EZZ3h1CtKVgXFq4cCF/9NFHPHXqVJ4+fTovWLCAVy1axGW//aasv6Ld7j16HrK/VM+dq+m49f7777Pd7uD41t041xGqPM41NTW8YeVK3te6tdK2f/nlF74ovY2ynF61ahVHRkVzZlY2jxkzRubezp07leUIYJ6lFzFeynlWSckxfxeFTTMiDgzl5eUobBQYNHgI26IS2ZXW2TMJJOINDoeSg9rq1at5+PARnglPfCvOUTCp9Prjjz+4dZsMtoaEcnzWAGWTqYkTJ3L3nr1kn23OMI6MTdbctshXMVn1TrS9D1VFgpiEioO81enisPaDObzjUD6xXT8lbU+ZMsVXdET2PodTz76Dcy1WJbF+4403ZNvO9B4cd8ZYTr39E46OiOUdMTENav9o44AobFJS0zgkLoUTL3mCU+/4nEPjW/G1l12uZOIjCj2L3cGJFz/OaXd+wS37XagpT/bt28dvv/02Z7Xv4NlfElI5R1GcRYHerUdPttnt+/POctTcaMz4Onv2bE5plcr2UBfHnT5Gbkcxhqz/+OMm91nsK+eccw6PHDmSzz57OJ9++uk8tG/fBufFsSbu3kLa+xD9VTV+LF++nM8480zZbmhyNsem9+Dc/W3XZWVx+c6dTT5uPfPMM7Ld8M4nc8srx3OLHmfxua1SNfV369atfNddd/GIESNkkSByROXJiw0bNvC5550n+x2bnM25dqeSOC9atMgT4/TubA+P8ewzTidvCQ/Xp6huhjDP0kdQFDaFhYWB7krQERM5cRVAPIM2V155pS6T7V9//ZWtNhuHxLT0m0C8O2aM5gOOuNoh2hYTB7/Jyfvva2q7rKxMtmUNi2JHUpav7Qibjd0zZjS5bW++RkfHsC02xdeuy2pTVkQ+99xzftvRZQvh9Xa75rbFJFNOiG0Ov1jPmzBB83asqKiQhbW3XVtEvHxePGtWg4qPY40Dy5Yt8xWTtog4+fz777+zCps2bTrQ78gEJrLwsw8/3OSiyVtAOlPa+8X5nZtu0hRnUTCFhrnYGhrBztbdGzSRb8z4evu4OzyFb5LYFy2+vouTGk01YuQ5nn5m9lU+LgkXXHghWx2hurQdF58gC97QjF6+eETZ7bx35kyuLinRdNzq02+A3z5uDY3kqJhY1mL8+PGHzTtVhV5sXDxbHU558kLEQ7Q9yOHgil27NF99rB8L1dsRMM/Si6gJGlrY4DM2AE2Qlpbm97O4UzvX+4P4TEyXLk2Ka1hYGDmdoVS1Z4fvtb3iw8Xiw9sul6Ztta1gO9XV1tK+gly/ttdERmpqOyIiQn5uom5vKVVvX+t7vby2llaEhWnu98UXX0S1xdt8P7vramn+pElECxYQLVumqf277rrL72d3bRV9/+STmtsePnw4TfvhB6Laar9Y1/burTkeLpeLnn7qSd/PteWFlJKaRr2GDCHq109z++IzQeJzDp62i6hlcgqdeOKJpEJBQYHvz7Vlu6ljp0509yOPNLnfAwYMoIzMdlS5LccvzlXiswga4iC+h+KN/0yiun3lVLnpL1+7PYho1TvvaM67Rx5+iO68806q2i72RXG89sjPz29ym/fe8y9PP9cvUj4uCXffdRfVVe/Tpe3rrr2GqLaG9m1c6otHaU0NLQ8N1ZzPU7/+kv75z3/6fq7bV0ZlJXt8Od4U1157LbVIbHlI3qnKj5EjR1BddSVV5i+T8RBt/1FdTSs3bCAtxPHlYGI7FonP/ynYjgCGwAaDKzb6wRUbdcT95mL3sUfEMlk8Zxg7Z2TIM4xaz8ivW7fukLNqixcvVnKJ/Mcffzyk7fXr17MKt956q6fN/VcpUlNT5dUFrfkqbo+q3258fLymdg82Z84cXyzCw8OVtj1r1izf1Q+VbYt2MjMzff1+6KGHlI0Dou2sLM+VN5vNxi+99JKSPnvbbteunWzbYrHIW5C0Ki4uPiSnd2k8s+3VoYPnFjfL/isVrVu3PuI2bMr4On/+fJkX3n7Lzzto4G3H3iLd9+eumZlKxiUhMbEl22OSmCyenO7Stq2ytmfOnOm3DWNiYmSsVRy36uedy+Xis0eeK2+v00J81sjbV8v+sUnsN6r28WnTph02Hlpddtll8uq6t9309HTPlSB8xkYJzLMCf8UGhU0z2+HEvd24FU07cUlffBC6Q6fOvgNygVg8QBFx0BX3htvsDjkBFP+eKuKD1u+++y4npaRwSmpr+bkAVSZPniwLvaioaLlIgap8feWVVzwTqS5dNbd7OPfffz+3SkvTdCvQ0RYROHXYafzzzz8rbVdMcsSHi8UCCEVFRUrHAdG2+HC4yiKvfts//fSTXGhCZU7fc889nhzp1l1Zu2LxihNOHCrb7dOn71Hj0dTxVbQp9kdRYGslCiV5u1VIKPfs2Uu2qXIbfvHFF7L9pOQUOfFWnR9i3x49ejTbbHa5UIHK45YeOT127Fjfia3XX39dl3jccMMNcuEDMbaqIMYLu8PBt9xyi/LjFmCeZYTCxiL+QwZSWlpK0dHRVFJSQlFRUYHuDsBRl3z2LvusV87+/fff5HA4KDMzU/mWqK6ulksGh4rbPRSaPXs2JSQkUEex7K7Cvk6bNo369OlDrcQS1QCHMX/+fMrKyqL4+Hhl8dm1axc9//wLdNVVV1K3bt0MH/cLLryIZsyYQUuXLKY2YplghcR48dlnn1H37t2pU6dOpJfy8nJ5i6vR7d27l84cPoLatW1Lb7/1pm7/jliiWdyCqkpFRYXclphrgVk0pjYwbGGzZ88e+QzqiE1dXFxMsbGxZLFYEFpFUIzrA/mKuJqJkfJV9CXQfQjGuAYTHLf0gXzVhyhoYmJiGlTYGHbxAHE2AdTHdMWKFYgtmALyFXE1EyPlazAVAEaKK8CxIF/10Zj937CFDQAAAAAAQEOhsAEAAAAAANMzbGETTJfSjRRT8QFExBbMAPmKuJoJ8hVxBcA4oI/GzFsNu3gAVkUDs0DOAgCAmeC4BcGar4a9YqPlW4HhyDEV3/yN2IIZIF8RVzNBviKuABgH9NGYeSsKm2aWGLm5uShswBSQr4irmSBfEVcAjAP6CIrCBgAAAAAAoKFQ2AAAAAAAgOkZtrDByl36xBTf3gxmgXxFXM0E+Yq4AmAc0AdWRQM4jrC6DAAAmAmOW2AmWBUNjvjhq7y8PCweAKaAfEVczQT5irgCYBzQR1AsHoAlifWJaX5+PmILphCQfHW7iRYu9DwHKYwDBoxrM8g7Q+Qr4gw6w/iqj6AobADgONDzQG+ySURlcTHt69CBqH9/oh491PfbpLGuKy/Xdzuq7rvJ8k70syIrS+Ydd++uqd96ft+2mFjs27ePjgs9tqHbTdVdunjirMf+rRez5TNAgKGwAWiGB7aamhqaOH48bU9OVj6R37t3L6396y+qyM42TZGwePFiGtW7N4Vu3ux5Ye1aopUrlbTtdrtpzs8/U1Hr1krjUV1dTdOnT6c7bryR8uPilLUtJsdr1qyh8ePH04l9+1FebKyStnft2kWXX365fIwaNYpGjx5NN199Ne1ISVHW961r19KejAwl7R22SFCcd+JbtJ+67DIK37ZN/mxZt67JeXfr7eOoTdtMeuutt6iqqopUGzBoiGz/7bffluOHnicYqjp3Vj52bPj2W3Js3Cj/bFG4f+vK7aayzEz9xlGAIGQng8KqaPrENCkpCbHV6PGnnqZvvvqK2mW2pfT0dIqJiaEwItry1VfU6ZJLiFyuJrf9ySef0Mb9B9/Kykoq2rKFHv36a4ovKiISZ3WXLdPUvjBnzhy6/p83UtSa1TTW+6L3QN+vX5PafOedyTTx1Vdp0+bNVLR7F/UlooUa2xb5KiZQF1xwITHXyTPGFRUV1CI8nCbNm0cJxcWaYyJi/Pjjj9Nz48dTRHgc5RJRtvgL0a44u9tEouD4+uuvafbcP2jF8r+oT12d5nh4ffPNN/TFF1/S1G+/pfKyUupnc9C/a6sb3PaRxoGysjJ64okn6Muvv6GN69eR1R5Cfe2h1NY7idXY76lTp8r8DmmRTharXbbfo3ATtdxXobn98vJyeuqpp2jWiy/RHzUNj8WRiM8i9u0/gFwuF2W1y6Q26ekUZbfTY1OnUtT27YfNu8aOrz/++CNdc931VL67kC61h1BWTRXVtm1Ltibm3fRff6UtOwrphhtuoMeeeJLu/dfd1LtjR+oVEkKhffpoHjf++nMp1bli6frrr6dnnhtPN95wPd1yzTUULsYr0WeN7QviC6QfGz6CPsrL87ywdi1ZVq3SfNyaN28enffPG2m2xUrZXEcVKSkUrmH//v6HaTRhwsuUlppKKSkp1KJFC1lMnjZ4MPWw25XFY+Zrr9FQkW8K9r/CwkI6a/gICg8Lo4yMNhQnToaIvPnuOxrRpg05evZU0ufmDvMsfTRq/2eDKSkpEafJ5DOAEfUfMJCtThe7MnrIXA0j4hyxKxFxbWYmc0VFk9otLCxkq9XKVkcIO8KjZdt997freyxY0OR+79ixg//xj6tluwf3m7Oymtxv4fQzzpJtujqdzGS1K2v78iuulO2GZvTy9VtVTP766y9u36EjW6w2tjicvpj88fLLmmIhpLZOZ4vNwaGZfZXGY/v27bKfNlc0W+yePrtCXLzWatXc9o8//ijbc7Rsy5aQME/bVjtvdrmU5EhZWRk7naG+7WiLSuSIkFDeGhHR5PZramr4rbfe4oQWiUpzevny5Z68S+/O1vA45fviQw8/7Gk/rQtbQyNlv0X7xVu3NrlNb1wPt39rGZeEurq6w7afSxYluSHanzx5MtvsdqX9FqZNm8YhIu/274cizv8V+7gGl11+OZPFwq5W7XUZT4VFixZxlCPE1+Z6u50rdu1qcnvz58+X/QxpmckhsUm69BnACLWBYQuboqKiQHcl6IhJwN9//y2foelee+01vwO8ygnPGWeeecTJidYDT7+BgzyTqbZ9/Npf+c47mg9oq1evPuzEZ8HEiU1uW+Tp3LlzOSQk5JB2d8fFaY7J40884TnQJ2X5tT9lyhRWnSPefi9/6y1Nsa6uruaLLr74kLavPP98T941oO0jjQOi7fMvuOCQtp975JEGt30sQ4cO9Ws7Na01l27f3uT2r7nuetmOM62rX5xnv/ii5om20+ls1L7YmPH1ylEHTjDUfyzQMHYc3JbKcWnv3r26tb9nzx6+5NJLD4m1aH/RzJmajlurVq2SxZIoouu3f+ONN7IW//vf/3SNd15enl+x3tc7nmpoU+R0VHSMbn0GD8yz9CFqAtMXNuLsNaglJi4zZsyQz9B0O3fu1O3MqDhwHXzAzGjZkvfOnKl5Yjl+/Hi22x1+bYufKxSdpTv//PNlmxaH56x8YmKipra9+epyuTz9tdrlc3R0tOfMpcbJtphQ3X333YfEW5yt10pMIrKzsz3xsIcoiYdXVVWVvLJXv88iTirGgcrKSr92LRYL7969m1UpKChgi8Xqa3vx4sWa2nv22WcPWyCIq0NanXWW5yqk1XVgMtgxPf2I+2Jjxlcx+Xn77bf9+iy2qZb86NSlK4cktePQ+FayvQSXS9m4VFxc7CkgUzrIK8riakXY/qsIWk8wPP/887JtV/Yg/6I3NVXGQ8txS+Ruh06d/fPDauPrr7+etRDb73AnLjY4HJrjIYrI9h07sd0V5dd+eHi45vHj5JNPPqTPKrYhHIB5lj5ETYDCBg6BHU6d4SNGyNuBxI520003ea4iTJum5qz2SSdxSHQLttpD+Nxzz1VWeHjPYPomrY5QHjBwkNL86tXbczUos10Wl5aWam5PTGi8xZ7ob1Z2e+UnPZYsWcJDhpzgi4u4ZU8FUSQM3t+uOFOqst+i7TPO8FzdS0tvIwspVeOAmFgNHXqSbPuqq65i1R588EFlV8YE8V68284Wk8wZme2UtJuTk+MpOByhnJ7Rlr///vuj7otNGV/FPnLPPfew3RHCPXv30dTfwSecKPs78pxzeOnSpbKv4oqHipMi4oRjfItEjo2L58cff5zz8/PlfqniBMPatWv5rLPP9m3DkOQO8nn69OlKjlti3xC3dYlCyWazybZHjRrFWt1///1sDw2XjyEnnMizZs1SEo/a2lpObpXqfwIqrpWMf2P288PJzc317CeuaN/Vm4L165VdkQXMs/SCwgYOC4WNOl9++aU8w3rrrbfKM/8NPZPQEOIgLNrr3LUbu91uVk0cOMXZYnGgfPrpp5W2vXLlSr7goot53rx5SvP13PPO55jYON6wYQPrRfxb4hYTrZOHg6/unTV8BL/77rusmihA7rn3Pv7pp5+UjwPl5eX8+uuv86ZNm1gPou8qiSs0Y8aMkfvNueedp6zdM846m9tlt+ctW7boOr5u27ZNFqtaiEJmxYoVrOetICpPshxMFI4RERG+ybz4TIjq45bIu6lTpyq5ouctfHv36av5JM7BRC6I23AvuOAC7tChI4e5XJzVoaPmHBEGDTmBI6OieebMmUqPW+CBeVbgCxuL+A8ZSGlpKUVHR1NxcbFcbQrUEatKbdq0iVq3bk1WK1b61kqsIhURESGfRc6KpVujoqKUbKucnByKjY2lxMRE0jMfjJwHB+erGKqwWqL6uAYTsUx1u3btyOFwKGuzoXkXzHE9nmbMmCHHP7H6ms1mM3Rc9+zZI/sYGRmp678jlnYXq66Fh4cryWexiqB4Vn3cAowDeu5rYk7UkHw1bGGDnQ3MAjkLAABmguMWBGu+Guv0Rz21tbWB7kLQETFdvnw5YgumgHxFXM0E+Yq4AmAcCHxNYNjCxmAXkoKCiKm4xQ+xBTNAviKuZoJ8RVwBMA7oozHzVsMWNgAAAAAAAA2FwgYAAAAAAEzPsIWN0VY/CQYiptnZ2YgtmALyFXE1E+Qr4gqAcSDwNYGdDAqFjT4xTU5O1qFlAPWQr/pAXBFXM0G+gpkgXwNfExj2sghWRdMnposWLUJswRSQr4irmSBfEVcAjAP6wKpocMRVJdxuN1ZFA1NAviKuZoJ8RVwBMA7oA6uiAQAAAABAs2LYW9EAAAAAAABMX9jYbLZAdyHoiJh27doVsQVTQL4irmaCfEVcATAOBL4mMGxhY7FYAt2FoCNiGhcXh9iCKSBfEddml69uN9HChZ5nUBdXxBiOExy39NGY/d+whU1NTU2guxB0REznzJmD2IIpJlHHNV/1joWe7Tey7SbF1eC5YoT+asnX3bt305P330/5cXFE/fsT9ehhnljrye2mmj/+oD9+/VXNOOB2076OHc0VY7Pte80c5ln6aMz+b9jCBvSBZbRNRqeDWsH69bQ1MVG/A7yifh82X1XHRKwUKGKgUywqi4upIjtbn/bdbtrboUOj2z7WOFBXV0fr1q2jr776ip5+8EHak5GhpP9Lly6l6dOn08KFC2nNmjW0ZcsWKikooLr585XEpbCwUPa3ICkpIJPXxo6vmzdvpttvv53SWqfTd889R+mVlZ6/WLuWaOVKMhpRgOXk5ByXFZB25uVRVadOZB88mHpcc43m7VhVVUX/vu46Ct20ydAx9uN2U123buYqxADzrABDYQOgQJjYmZYsUT5pre7SRflBrbS0lO468yxqVVGhywH+12+/pc0JCbocjHdv2tSkifxRrVxJFhEDHWKxZ88euu2UUyl861al7YuJ388//0w3Dh5CYZs3K2v7p59+oj79+lN4RCRlZWXRhRdeSFOfeYZidu7U/G/s2rWLBg0eQsOGDaP+/ftTp06dKDstjXakpJB14EBN23Pr1q105513Ulrr1rK/yWVlmvor4vvII4/Qv/71L/rwww9p1apVnjOGCovq++67j9q2zaRJb75Dzp7n0LZTrqdc719mZRGJfb+RysrKDl0WVWGfh5w4lDp06EC9+/ajV199VRY6KtoX+8lrr71GY8aMoSEnnEhx8Qk0IiODQvLz5d+7tmzRlNt5eXky9x7+7HPKtVg1xfhoWIypCk+6lP7xB1nXr9etEBPHrcrZs1EwQXBhgykpKRGjMhcWFga6K0GnurqaZ8yYIZ9Bm5qaGv7jjz/4oYce4l6dOnOO2JXEIyuLuaJCc3jr6ur4/bFjPW16HwsWaG63srKSTznlVI4ICeNce4hst05Rn8U+e/XVo7lv/T5r6Lc3X0tLS/njjz/mM844k/tbrcpj8t2nn/q23664OCWxEPLz87l9x04cGRquLD9qa2v5yy+/5B49e8lxMia+FedYrI1q+2jjwE03j5HtRvQ8m2NP/ScnXf0yRzrDeGdMjOb+i763y27PztTOHD/iLk689Ck+Ib2H5u154403ssMRwrbQcA7vMoxbdDuN13rzpIn9LSgokHGwhYTKZ/GItDs4z+k8YruNHV87denKZLFyi/Mf5KRRL3Jk73O4bXIrTwya0OcPPvhA9tPucHCLxCTOat+BB3TrztsiI5WNTR06deaQlPYcltGTyWrlcKuVt4SHa27/pZdekn0PjW/FYdmDOLz7GRwZ3ZLX2+2y7YrUVK4uKWlS219//TVHRkVzSExLjjv7do5t05PvGDxYUyymT5/OQ044kbt278lt2mZyXEILjg4J8fVXRax37NjBfTp34RyyyDZLkpKUjE27d+/mDz/8kC875xzfuFTbrp2yca+5wzxLH2J+IcYIUSMci2ELmz179gS6K0FHTJbLy8vlMzTdTTfdxNExsb4Jj6qJvJfYRhddfDGHER048GRmaj7wiInl5VdcwRabXU6owvb3PXfZMtbqiy++4IQWiTIeqvq9b98+vu222zkiMtIX6/ptq5g85ObmsisiwheLWKeTKxQc4P/8809ObJnk1++Tw8O5YtcuTe1+9dVXsj1ny7Z+bf/n2msbHIujjQPi4BEXH+9r2xIawc7QMN6xcWOTJ9z1Pffcc762bRHxHEYW3hEd3eTtuXfvXrbZbGxxhjNZ7Z4+O5x81kknae6vKAy8fW3Ift7Y8XXr1q3cr/+AA7G2h/DIkSOb3N/JkyfLdsK7nKrb2FQ/HrJ9q01J+xs3buSIqKhD2v/vyy9z3fz5XL5zZ5OOW2LME/lBjlCZF578COWzzjqLtRg7dqxsy9XhBF1ivWXLFnkSwLt/i7bT4uM1jU1Lly6V+Wa1WnXJDfDAPEsfoiZAYQOH3eHE2QQUNk3ndrvlRM8aFsmO+NaHTLbdaWmaJlNiot2xU2e22hx+B7VFM2dqzui33nrLMylu08Nv8iAmm1qIqymyr627+k22tfb777//ZpfLxfaYZL/+irZXvvOO5km2mISKWIdEewoy7+O3337TnCOu8HC2hUYcMlFboHHykJOTw+kZB4oa7+Pll19WNg68+OKLfm1fddVVrMrvv//u13a//v09Z+I1FCEHtykeo0eP1tzX3r17H5J3RyuqmzK+zp071+/fuPnmmzXl3cFxUH0i4PTTTz+kfVVXhD777LND+i/io/W4NX78eA6POHByRDwGDRrMWoiiVK9YFxUVcVp6Gw6JjFc6fnj367CsAcqPW3AA5ln6CIrCBreiqYdLpGp8//33hz2ond+qleYz8skpqWyxOdiRmOFr2+kMVXYVQd7+clDf7777bk3tLlq0yO/qBFks8rmViIeGfnvzVRQ39fubmJioJB6PPvqoJ75p3fza//TTTzW3PXzESLbsj4P3ERoWpqTfxcXFh2zDvLw8ZeOA6GNCQoLn7LbFIm+pU0W0HRvrudrpcDh427ZtStpds2aNXzxEsa2Vt2Bypvf0tds1M5P3imL9MNuxKeOriEdWVpZnDHG5eMmSJZr63KdPH8+VhE4nN6jPjfXUU08xWW2+ttPS0jxjnoKrecK1117razspKUnGR8Vxa/v27RweHu5rW9zWqpW46iPzOElsP4uyWIsC9eBCTDxE/7WMH1VVVXzW2Wcfctw6R8RZ43ELDsA8Sx9BcSsaChv1sMOp88ADD8g8DUnO9h0kxH35Wo0bN47tds/VGs+kuyt37tqdVRIH+WeeeYZHjBjBqa3b8NSpUzW3KT4Hc+6558o+W0PC5PPs2bOV5Ot99/MNCdgAACZKSURBVN0n27PHeq7crFu3jlVYuHAhnzj0JOWFnteGDRt4wIADtxp169GTVRG32DzxxBOy8EhKaaV8HBBXs2666WZ5L75q4rajW2+9lVeuXKn8jN5ll13Gvfv2lzmulZgIhkdEsNVm40mTJsmz5UebWDZ1fBVtHqvtxlzl9ObbxZdcwvPmzVPSrpe4gpKekckPP/wwz5kzR2nb3kl9z9595WfIysrKlB63RF9FOxMmTODNmzcr6WtKapo8kZPaOl0WwqriIfa/jz76yG9c6tZd+/hR/6qeY/94quK4BQdgnqUPFDZwWNjh1Hr11VflgaFnr94NPpPQ0Puru3Tp4jsAiQ+gm4UoOs4591zu1KUb79J4FrB+vorP8IiCr2+//qyaKBLEhFBcqREFq4pJ8cETZPHZmE2bNrFq4gx/Y/uLcaDhRPElJvNmiuvY28fxxZdcJhcKCQZGievhiP26Y+cuPFPBrcJHsnPnTn799dd51apVyk4AdO9x4CqkquMWGD9fm0thYxH/IQMRS9FGR0fL7yMQ3zYM6ojlSufOnUuDBw8mu92O0Cowa9YsSkxMpI4dO1JJSQlFRUUpi2txcTG98cYbNGTIEPkwEzGsaP2m8IPzdePGjZScnEyhoaHK+tkcYRxAXM0E+aqeWHp90aJFNHz4cOXHreYO+aqPoqIiio+Pb1C+GrawEevai2dQR2xq8QVyNptN86QTDs1ZHCDUQr7qA3FFXM0E+aoPHLf0gXzVh5hfxcTENGiehS/obGYqvd9sDWACyFfE1UyQr4grAMaBwDJsYSOuLID6mC5evBixBVNAviKuZoJ8RVwBMA4EviYwbGEDAAAAAADQUChsAAAAAADA9FDYNDNi4QAAs0C+Iq5mgnxFXAEwDgSWYVdFwwpTYBbIWQAAMBMctyBY89WwV2wMVm8FBRFTsRY4YgtmgHxFXM0E+Yq4AmAc0Edj5q2GLWywKpo+MV2xYgViC6aAfEVczQT5irgCYBzQB1ZFAwAAAACAZsWwV2wAAACaBbebaOFCzzMAAARfYWOxWALdhaAjYupyuRBbMAXkK+JqpiKhqfnKFRVU07UrUf/+RD16oLhRFNdDoHiE4wDHLX00Zv83bGGD5fL0iWnfvn0R2+bOJAf4gOWrnvHRO/YNaL/JcTVD3rjdxN27B6RIaGpcP3rgAbJv2OD5Ye1aopUrqVk7KM+UjANuN1V37my+4tEM+xz4wTxLH43Z/xtV2Dz77LNygImMjKTExEQ677zzKCcnx+93Ro8eLSur+o8BAwZQY9XV1TX6/4Fjx7SgoACxbc4HNNGeOLD370+s5wFeQf+Plq+1ZWXK4yP+nZ+/+YYKW7dWPgGqqqqi33/4gXalpiptWyx9uXjxYvr444/pmYceoh0pKcdsvyHjwPLly+nTTz+l559/nsaOHUsXnX025cXGKu27WOXG7XbT7k2baN+sWUraXPP552RZt06fIuEYOd2U8fW3336jGydOpFzvC1lZRF26ULPldlOFiEG98UnFcav2r7/IkZdnruLR7aaydu1kLPZ17IjixiQwz9JHo/Z/boQzzjiDJ0+ezCtXruRly5bx8OHDuXXr1lxeXu77nauvvprPPPNMLigo8D0KCwsb/G+UlJSINd0a9f9Aw1RXV/OMGTPkM6hTUlDAfYnksxIVFVyVkSEWN+S9aWnyZ2UWLJDt+h7iZ8U25+TwtshIT/tZWU3u/8H5unv3bv7ggw941IUX8VqLVXP7XmL8ev3117lddnu5HVXFZ9euXTxlyhS+6KKLODwiUmnbmzZt4oQWiXKs9D762+wNav9Y44AYe52hYbJNe6iLXS0zeFBcipK+XzHqao6Ji+fQMJdsP4yIc7xtatiWdXV1PHHiRI6yO5S0d4iKCt7buvVR223s+Cq2YWxcPLsyenDSgEv4xDAXV5eUqOlvvX7LbaVyDNGx7XUffXRInqk4bn37ySe+vNgaEaE+HjrEom7+fL9YyJ8VEnMtsf+V/fabPvnRTGGepQ9xXBLHDJG3x9KoKzY//vijvCLTuXNn6t69O02ePJk2bdpES5Ys8fs9p9NJSUlJvkdcXFxj/hkA06gsLqbSzExaSESuwYPVnFVbuZIcGzfKP4Zu3kzTJ0wgZbp0oYLISPlHcZZ42qZN6tomos8++4yu6tmLksUVFUVnR8WVg4GDBlOLFi3oqquuog2/zqJ2XKek/YcffpiSU1rRmDG30JZ9IbSh41BlZ88HDB5CV199NX0/dxlR5iDaMvhKZW1v376ddu/aSSEp7anlFeMpbdyntK5VR9rocGhuX3wJWqeOHckRlUBJ/3ybWoyeSLlxqbTeeytAE9sWV2iWLF5EJRX7yNH5NIoddiP173IqZXt/oYnbcs+ePXTBhRfKK0s17QbSkO5n0jnJKUTLlhG5XKTVunXr6N4RIyjUu68oyOl9+/bReedfQO46G8WccRtVxSbTrL1uWqjwSoK4ErarVSvlVx/z8/NpyqRJtC0xUWnbYjuOeOBBWmuzy58LxbxB0dWrZ1+ZSAOT29PJ3U6nduXlNGfpUlLG7aZdrTxXYuu6dVMW5z9KS33jhXj+bPVqUmn2Tz/RMiKKOOUUc92eB3AMnhFEw20QwsGFy4wZM+StajExMTR06FB6+umn5c+HU1lZKR/1v13U+2y3a+oeHKSmpoYqKioQW0Wqq6vpseHDaeL+A4K4T75w5kxyiAJHi9atqSoujhKKiuQBbeQDD9DDRHTLLbdo7rOYXPZzhlKKex+tqK2mfZdcSnPmzKYuGicQZWVl9K9/3UMff/wRhe0/EIsJa03btuQWt3bt36+bkq9PPv0M5axZTZaQMKKqvbSsap+v/drMTKrQ0P6zzz1HtWQja1gk7du0giodoXRF5y40Y+IrVCdu/6ipaVLbIs7dunSm9bk5VLl7C3HBOnI7QmlEWmta+u5kquvUqcltC2lpafLbl0u35dCuqc9R7MnXUeGmFbRkyhRqkZZ21L4faxwQt4fl5+dRdWkRbXntHxQ//E4qXLeQ5rz+OrXs0EFTXB556EG68sorqWzxVLLHJNEyR4gsxjKqq5u8LU8Zdhr9uWQxWcOiyP33LNrrDKclLeKoVEN8vcXj+PHjafK771JoXR1dd4ycbsz4Kor1pUsWk71lWyqYfCtxpRhDLPTVV19p3heFNWvW0LhBg2ie9/aNtWupfMECquvdu0ntiVsTJ0x4hWbPnUs7CrZRXyK62vuXGtv23mZy8cUX09qCHdTTEUadastoXUUFrS4tpZCQEE3HLXGr5rw/5pLVFUMzCnLIYrPTLbeOpZkzfierVfvHjOdNmEBn7CmWf7auX6/mGEBEz02cSLNjk6jD3gpavq+Mqv75T+p/8slKThTPnTuXHr/kEnlCTtU2BA/Ms/ThrQ0apKmXhcSl/5EjR/KQIUP8Xv/kk0/4+++/5xUrVvC3337L3bt3586dO/O+ffsO286jjz7qdzsFHoiBmXKg/q00Oft/VtVuX4XtBSIuevbf7PHBw3zb0iz91Hts0rttsz3MGguz9huP5h2DkgbcimYR/2lK9STOHv/www80Z84cShUfiD0C8aG/9PR0+uSTT+iCCy5o0BUbcTZy8+bN8owkgNGIs4s33ngjffb5F+LOZ3mFQpxjLYiLo0WrVsmlSbW6+eab6eNPPyOurZE/W1wxxO499Pfff1NycnKT2xW3j44bN06eHZbjhM1BVFstFwYZM2ZMk9osLCykjp06Uw0T1Vbu9bulSfRXRTzefPNNuvvuu30/v/TSS3TddeIcunbz58+nM844w/fzW2+9Jc8eq1BUVEQdO3aUtx4JCxcupPbt22tuV1xVGTJkCK1fv9732vTp06lPnz5K2xZny8XCB7Nnz6Zu4jYbBW2LBWi2bNkif7733nvpgQce0NzuX3/9RSeeeKLv5+RWqfT36lVNbk+85zPPPIuWLFns97pYOCc3N1dJTnvjMXjwYNqwYYO81fKnn36izMzMJrUlDuWvvPIKPfroo8RWu9yvxdjU3+Wij1esIFdCgqarVycOPYl2bC/wvSbaPi0pid6YO1dT28KNY26hTz784LBXts4880xNbY+59Tb68P0pvp/FVZ/Mdtn0xeefUmtx5U2Dxx9/nF56eQKF1dXKY8Bqi4VW5+XJu1W0EGPQXXfddcjrZ48YSR8fJk6NuZJ35llnkdseRVW78n3Hrqnr1lF4ixaa+gygJ29tIO4UO2Zt0JSrNbfeeiunpqbyhg0bGvT77dq14+eee65RiwcUFxc3pWtwFLW1tbxx40b5DE23ZMkSmaOOuFS/MwnXXXedsrCee+55bA2P9bXdoVNn+eFocaVUixtuuMGvz+ltMvjmm2+WH2TWQiwSMmbMGF+7VoeT77jjDqX5Kj6IL9oWH2wvLS1llTZv3sy9evfhxJZJvGPHDqVti/b6DxzE1//zRqXtVlRU8IIFC3jq1KnySrnKccDbtohLXl6eoh4faPumm2/mK0f9Q+lCJqLdzz77jK+88ip+9fVJmtsTfXvggQf257SFrfYQfvrpp5WPr95Yi2ctysrKPPteWJRvP7RHJ/Ill1zCKvz555++dkNik3jYsGGa++xVWVkpx9WXXnqJ09PTOSMjk8MjI3np0qWaj1vi/xPjpqo4e61atYrtdgdHDbzEb0wVOajV3r17+YUXXuD//Oc//OSTT8o///TTT3IBFS0uu/wK2UdbRLxfn/Pz8zX3GTwwz9KHqAkaesWmUYWNGBxuueUWTklJ4dzc3Ab9P2JHdDqdclLSEFgVTT9YrUNdHMXBpkev3n4Hh6EnnaToX2C+fdwdHOIM5VGj/iEPaFoLGq/t27fz+PHj5SpDYiKkmpgEX3PNNbLv77//vvJ8/fHHH3n27NkKenr4f685FP0YBxpHTIbbtM2U+/i0adMMHddJkyZxekZb35jkiGvF559/vrL2RRFtsVhk2/MVr9J1sJqaGsPE9XDefvvtQ2+VsVh5+IiRbFSiUBw9evQh/f7f//4X6K4FDaPma3NaFa1Rt6KJW1U++ugjmjp1qt/tFOKWk7CwMCovL6fHHnuMLrzwQnm7TF5enrzNQKycJi6Bisv4DbncJNoTt7dgNTX1H2oTHxoUtz5gYQY1RG5/8cUX8raB116fRGNuvklJu2K3FB+YjYiIIDPau3evHBO0QL7qA3FtPLEvilvQevbsafi41tbW0muvvUbvvf+BXIXuiiuupA813L50sPfff5927NxFd991Jx0PRonr4W5XFLd/7ty5k7777jt5W5v4s1g5dtiwYWRkIkfEbY/Dhw+nU4YNow/ff1+uYAvBm69mJ27rjo+Pb9CtaI0qbMSXbR7pvn2xM4vJjPjSzj///FMu3SiKm5NPPpmefPJJeW9cQ6Cw0Q92OH14c7ZB935CgyFf9YG4No+4yuW1lyyRn40Sn5UyK6PFNVjguKUP5GvgC5tGjRLHqoHEGVpxFkCFIxVRoC2m4qwMYgtmgHxFXM3EaPkq+qFiMYlAM1pcAY4G+aqPxuz/TV4VTS84iwBmg5wFAAAzwXELgjVftX87lY73gIL6mObk5CC2YArIV8TVTJCviCsAxoHA1wSGLWwMdiEpKIiYiu8jQGzBDJCviKuZIF8RVwCMA/pozLzVsIUNAAAAAABAQ6GwAQAAAAAA0zNsYWO1GrZrpiVimp6ejtiCKSBfEVczQb4irgAYBwJfExh2UXgUNvrEtE2bNjq0DKAe8lUfiCviaibIVzAT5GvgawLDXhbBqmj6xHT58uWILZgC8hVxNRPkK+IKgHFAH1gVDY64qkRxcTFWRQNTQL4irmaCfEVcATAO6AOrogEAAAAAQLNi2FvRAAAAAAAATF/YYPEAfWKanZ2N2IIpIF8RVzNBviKuABgH9IFV0eCIiZGcnIzogCkgXxFXM0G+Iq4AGAf0gVXR4IirSixatAirooEpIF8RVzNBviKuABgH9IFV0eCIq0q43W6sigamgHxFXM0E+Yq4AmAc0AdWRQMAAAAAgGbFsIsHAAAAAAAAmL6wsdlsge5C0BEx7dq1K2ILpoB8RVzNBPmKuAJgHAh8TWAng7JYLIHuQtARMY2Liwt0NwAaBPmqD8QVcTUT5CuYCfI18DWBYa/Y1NTUBLoLQUfEdM6cOYgtmALyFXE1E+Qr4gqAcSDwNYFhCxsI/JJ5AIGGfEVczQT5irgCYBwILBQ2AAAAAABgeihsAAAAAADA9Axb2GBVNH1i2qdPH8QWTAH5iriaCfIVcQXAOBD4msCwhQ3ow+l0IrRgGshXxNVMkK+IKwDGgcAybGGDD1/pE9O5c+citmAKyFfE1UyQr4grAMaBwNcEhi1sAAAAAAAAGgqFDQAAAAAAmB4KGwAAAAAAMD0LMzMZSGlpKUVHR9OePXvkM6gjNrW4T1GsLmGxWBBaxTlbUlJCUVFRiKsiyFd9IK6Iq5kgX/WB45Y+kK/6EPOrmJiYBs2zcMWmmamsrAx0FwAaDPmqD8QVcTUT5CuYCfI1sAxb2GBVNH1iunjxYsQWTAH5iriaCfIVcQXAOKAPrIoGAAAAAADNimGv2AAAAAAAADQUCptmRiwcAGAWyFfE1UyQr4grAMaBwDLsqmhYYQrMAjkLAABmguMWBGu+GvaKjcHqraAgYlpUVITYgikgXxFXM0G+Iq4AGAcCXxMYtrDBqmj6xHTFihWILZgC8hVxNRPkK+IKgHFAH1gVDQAAAAAAmhXDXrEBAAAAAAAwfWFjsVgC3YWgI2LqcrkQWzAF5CviaibIV8QVAONA4GsCrIoGoBFWlwEAADPBcQvMJChWRaurqwt0F4KOiGlBQQFiC6aAfEVczQT5irgCYBwIfE2AwqaZJUZubi4KGzAF5CviaibIV8QVAOOAPoKisAEAAAAAAGgoFDYAAAAAAGB6hi1ssCqaPjGNjY1FbMEUkK+Iq5kgXxFXAIwD+sCqaADHEVaXAQAAM8FxC8wEq6LBET98lZeXh8UDwBSQr4irmSBfEVcAjAP6CIrFA7Dcsz4xzc/PR2zBFJCviKuZIF8RVwCMA/oIisIGAAAAAACgoVDYAAAAAACA6Rm2sMGqaPrENCkpCbEFU0C+Iq5mgnxFXAEwDugDq6IBHEdYXQYAAMwExy0wk6BYFa22tjbQXQg6IqY5OTmILZgC8hVxNRPkK+IKgHEg8DWBYQsbZg50F4KOiOn27dsRWzAF5CviaibIV8QVAONA4GsCwxY2AAAAAAAADYXCBgAAAAAATM+whY3VatiumZaIaXp6OmILpoB8RVzNBPmKuAJgHAh8TWAng0Jho09M27Rpo0PLAOohX/WBuCKuZoJ8BTNBvga+JjDsZRGsiqZPTJcvX47YgikgXxFXM0G+Iq4AGAf0gVXR4IirShQXF2NVNDAF5CviaibIV8QVAOOAPrAqGgAAAAAANCuGvRUNAAAAAADA9IUNFg/QJ6bZ2dmILZgC8hVxNRPkK+IKgHFAH1gVDY6YGMnJyYgOmALyFXE1E+Qr4gqAcUAfWBUNjriqxKJFi7AqGpgC8hVxNRPkK+IKgHFAH1gVDY64qoTb7caqaGAKyFfE1UyQr4grAMYBfWBVNAAAAAAAaFYMu3gAAAAAAACA6Qsbm80W6C4EHRHTrl27IrZgCshXxNVMkK+IKwDGgcDXBHYyKIvFEuguBB0R07i4uEB3A6BBkK/6QFwRVzNBvoKZIF8DXxMY9opNTU1NoLsQdERM58yZg9iCKSBfEVczQb4irgAYBwJfExi2sIHAL5kHEGjIV8TVTJCviCsAxoHAQmEDAAAAAACmh8IGAAAAAABMz7CFDVZF0yemffr0QWzBFJCviKuZIF8RVwCMA4GvCQxb2IA+nE4nQgumgXxFXM0E+Yq4AmAcCCzDLvdcWVnpWwVBLPMmqjXxgSxm9v2O1WqVj4a+LtoQbR28uoK3Ejz4A19Het1ut8t267/u7WNdXZ18NPT14/mexO8sWLCABg0adMjSeWZ9T0d7/Xi9J/FwuVzyWfy/wfCejLCdxGtz586l/v37y98JhvdkhO1UfxwQ/QyG93Ssvh+P91RVVUXz58/35WswvCcjbKcjHbfM/J6MsJ3qH7fE7wTDezLCdjraccus78lmgO0kagLTFTavvfaafHjfxOLFiyk8PFz+OSkpidq3b0/r1q2j7du3+/6f9PR0atOmDa1atYqKi4t9r2dnZ1NycjItXbqU3G6373Xx5ZTie1zEwaf+BhW3Z4kKWyRjfYMHD5bBFH2pH+whQ4bIf2/FihW+18UA0bdvX9qxYwfl5ub6Xo+NjaVu3brRpk2bKD8/3/d6oN6TsHfvXvrzzz+D5j0ZYTtNmzaNli9fHlTvKdDbqWfPnvLPYlITLO/JSNtJjAOiT8H0ngK5nTZs2OCXr8HwnoyynYQ9e/bQ6tWrg+Y9GWE7eY9bwfSeAr2dOnXqdMhxy+zvqZsBtlNFRQU1lIXrl04GUFpaStHR0TK43i+TRLWLKzZGPishcjY1NZW2bNkicxdnWnDFxshnxHDFRp8xQkwgcMUGV2yMdnxqyHErJiam2V4JUP2ecMXGqst2KioqopYtW1JJSQlFRUWRKa7YHEwkk/cy3rE+PNTY1w9utymviw1xuNe9G6+hrwfiPR2p72Z+T0d6/Xi8J/EQZyDEs/f/Nft7aszrer0n70B3uLHArO/JSNtJ9O9IfTzc75vhPTXlddXv6eB8DYb3pPV1vCfjbaf6xy3vLX7YTtq309GOW9ifqMljxJH+3lRXbMRlZ/EM6njPOtQfyEBdzjbkTAI0HPJVH4gr4momyFd94LilD+SrPsT8SlxZbMg8C6uiNTON+QAWQKAhXxFXM0G+Iq4AGAcCy7CFzcH3OYKamIoPkSG2YAbIV8TVTJCviCsAxgF9NGbeatjCBgAAAAAAoKFQ2AAAAAAAgOmhsGlmjrQiBYARIV8RVzNBviKuABgHAsuwq6JhhSkwC+QsAACYCY5bEKz5atgrNgart4KCiKn4kiPEFswA+Yq4mgnyFXEFwDigj8bMWw1b2GDlLn1iumLFCsQWTAH5iriaCfIVcQXAOKAPrIoGAAAAAADNimGv2AAAAAAAAJi+sLFYLIHuQtARMXW5XIgtmALyFXE1E+Qr4gqAcSDwNQFWRQPQCKvLAACAmeC4BWYSFKui1dXVBboLQUfEtKCgALEFU0C+Iq5mgnxFXAEwDgS+JkBh08wSIzc3F4UNmALyFXE1E+Qr4gqAcUAfQVHYAAAAAAAANBQKGwAAAAAAMD3DFjZYFU2fmMbGxiK2YArIV8TVTJCviCsAxgF9YFU0gOMIq8sAAICZ4LgFZoJV0eCIH77Ky8vD4gFgCshXxNVMkK+IKwDGAX0ExeIBWO5Zn5jm5+cjtmAKyFfE1UyQr4grAMYBfQRFYQMAAAAAANBQKGwAAAAAAMD0DFvYYFU0fWKalJSE2IIpIF8RVzNBviKuABgH9IFV0QCOI6wuAwAAZoLjFphJUKyKVltbG+guBB0R05ycHMQWTAH5iriaCfIVcQXAOBD4msCwhQ0zB7oLQUfEdPv27YgtmALyFXE1E+Qr4gqAcSDwNYFhCxsAAAAAAICGQmEDAAAAAACmZ9jCxmo1bNdMS8Q0PT0dsQVTQL4irmaCfEVcATAOBL4msJNBobDRJ6Zt2rTRoWUA9ZCv+kBcEVczQb6CmSBfA18TGPayCFZF0yemy5cvR2zBFJCviKuZIF8RVwCMA/rAqmhwxFUliouLsSoamALyFXE1E+Qr4gqAcUAfWBUNAAAAAACaFcPeigYAAAAAAGD6wgaLB+gT0+zsbMQWTAH5iriaCfIVcQXAOKAPrIoGR0yM5ORkRAdMAfmKuJoJ8hVxBcA4oA+sigZHXFVi0aJFWBUNTAH5iriaCfIVcQXAOKAPrIoGR1xVwu12Y1U0MAXkK+JqJshXxBUA44A+sCoaAAAAAAA0K4ZdPAAAAAAAAMD0hY3NZgt0F4KOiGnXrl0RWzAF5CviaibIV8QVAONA4GsCOxmUxWIJdBeCjohpXFxcoLsB0CDIV30groirmSBfwUyQr4GvCQx7xaampibQXQg6IqZz5sxBbMEUkK+Iq5kgXxFXAIwDga8JDFvYQOCXzAMINOQr4momyFfEFQDjQGChsAEAAAAAANNDYQMAAAAAAKZn2MIGq6LpE9M+ffogtmAKyFfE1UyQr4grAMaBwNcEhi1sQB9OpxOhBdNAviKuZoJ8RVwBMA4ElmELG3z4Sp+Yzp07F7EFU0C+Iq5mgnxFXAEwDgS+JjBsYQMAAAAAANBQKGwAAAAAAMD0UNgAAAAAAIDpWZiZyUBKS0spOjqa9uzZI59BHbGpxX2KYnUJi8WC0CrO2ZKSEoqKikJcFUG+6gNxRVzNBPmqDxy39IF81YeYX8XExDRonoUrNs1MZWVloLsA0GDIV30groirmSBfwUyQr4Fl2MIGq6LpE9PFixcjtmAKyFfE1UyQr4grAMYBfWBVNAAAAAAAaFYMe8UGAAAAAACgoVDYNDNi4QAAs0C+Iq5mgnxFXAEwDgSWYVdFwwpTYBbIWQAAMBMctyBY89WwV2wMVm8FBRHToqIixBZMAfmKuJoJ8hVxBcA4EPiawLCFDVZF0yemK1asQGzBFJCviKuZIF8RVwCMA/rAqmgAAAAAANCsGPaKDQAAAAAAgOkLG4vFEuguBB0RU5fLhdiCKSBfEVczQb4irgAYBwJfE2BVNACNsLoMAACYCY5bYCZBsSpaXV1doLsQdERMCwoKEFswBeQr4momyFfEFQDjQOBrAhQ2zSwxcnNzUdiAKSBfEVczQb4irgAYB/QRFIUNAAAAAABAQ6GwAQAAAAAA0zNsYYNV0fSJaWxsLGILpoB8RVzNBPmKuAJgHNAHVkUDOI6wugwAAJgJjltgJlgVDY744au8vDwsHgCmgHxFXM0E+Yq4AmAc0EdQLB6A5Z71iWl+fj5iC6aAfEVczQT5irgCYBzQR1AUNgAAAAAAAA2FwgYAAAAAAEzPsIUNVkXTJ6ZJSUmILZgC8hVxNRPkK+IKgHFAH1gVDeA4wuoyAABgJjhugZkExapotbW1ge5C0BExzcnJQWzBFJCviKuZIF8RVwCMA/qNAw1l2MKGmQPdhaAjYrp9+3bEFkwB+Yq4mgnyFXEFwDgQ+JrAsIUNAAAAAABAQ9nJoFVZcXGx34eGbDabvBRVv2qzWq3y0dDXRRuirZqaGr9/U7x+uEtdR3rdbrfLduu/7u2jWGu7/nrbx3r9eL4n8TsVFRXyHsWDP4hl1vd0tNeP13sS936GhYXJnBX/bzC8JyNsJ/GayNeioiL5O8HwnoywneqPA6KfwfCejtX34/GeKisr/fI1GN6TEbbTkY5bZn5PRthO9Y9b4neC4T0ZYTsd7bhl1vdkM8B28tYEDblyY2GD3PP12muvyUdVVRWtX78+0N0BAAAAAACD2Lx5M6WmppqjsPESFWF2djYtWbIEyxLroG/fvrRo0SI9mm62xJmvtLQ0ucMda7UOaBzkqz4QV8TVTJCv6uG4pR/kq3qiVOnduzfl5ubKKz+muhVNdDgkJEQu6wbqict7mHzrQ8QVsVUL+aoPxBVxNRPkq35w3FIP+aoPURscq6gx7OIBt9xyS6C7ELQQWzAT5CviaibIV8QVAONAYONquFvRAMwGX3QGAABmguMWBCtDXrEBMBOn00mPPvqofAYAADA6HLcgWOGKDQAAAAAAmB6u2AAAAAAAgOmhsAEAAAAAANNDYQMAAAAAAKaHwgYAAAAAAEwPhQ1AAzz77LPy24QjIyMpMTGRzjvvPMrJyfH7ndGjR5PFYvF7DBgwAPEFAIDj7rHHHjvkmJSUlOT7e/FtH+J3UlJSKCwsjE466SRatWoVthSYGgobgAaYOXOm/HKo+fPn0y+//EI1NTV0+umnU0VFhd/vnXnmmVRQUOB7TJs2DfEFAICA6Ny5s98xacWKFb6/+7//+z966aWX6NVXX6VFixbJoue0006jsrIybC0wLXugOwBgBj/++KPfz5MnT5ZXbpYsWUInnnii33cD1D8jBgAAECh2u/2wxyRxtebll1+mBx98kC644AL52pQpU6hly5b00Ucf0Y033hiA3gJohys2AE1QUlIin+Pi4vxenzFjhix4srOz6YYbbqCdO3civgAAEBBr166Vt5plZGTQZZddRhs2bJCvb9y4kbZv3y7vPKh/Ym7o0KH0xx9/YGuBaaGwAWgkcabrzjvvpCFDhlCXLl18r5911ln04Ycf0m+//UYvvviivLR/yimnUGVlJWIMAADHVf/+/em9996jn376id58801ZyAwaNIgKCwvlnwVxhaY+8bP37wDMCLeiATTSrbfeSsuXL6c5c+b4vX7ppZf6/iwKnj59+lB6ejr98MMPvkv9AAAAx4M42ebVtWtXGjhwIGVmZspbzrwL24gFBQ4+cXfwawBmgis2AI0wduxY+vbbb+n333+n1NTUo/5ucnKyLGzErQAAAACBFB4eLgsccUzyfu7m4Ksz4vbpg6/iAJgJChuABhBnscSVmq+++kreaibuVz4Wcbl/8+bNssABAAAIJHFb9Jo1a+QxSRzDRHEjVvn0qqqqkiuAitvVAMwKhQ1AA4ilnj/44AO5Woz4Lhtxlks89u7dK/++vLyc7r77bpo3bx7l5eXJRQRGjhxJCQkJdP755yPGAABwXIljkihUxEIBCxYsoIsuuohKS0vp6quvlrebjRs3jp555hn6+uuvaeXKlfK72FwuF11xxRXYUmBa+IwNQANMmjRJPosvMDt42WdxMLDZbPL7AcQHNffs2SPPiJ188sn06aefykIIAADgeNqyZQtdfvnltHv3bmrRooX8XI34LjZxi7Rwzz33yJNzY8aMoeLiYrnYwM8//4xjFpiahcU9NgAAAAAAACaGW9EAAAAAAMD0UNgAAAAAAIDpobABAAAAAADTQ2EDAAAAAACmh8IGAAAAAABMD4UNAAAAAACYHgobAAAAAAAwPRQ2AAAAAABgeihsAAAAAADA9FDYAAAAAACA6aGwAQAAAAAA00NhAwAAAAAAZHb/D+f2Hf8kEFZkAAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -318,19 +358,113 @@ "ax.set_yticks(ticks)\n", "ax.grid(visible=True, which='minor', color='silver', linestyle='--')\n", "ax.grid(visible=True, which='major', color='black', linestyle='-')\n", - "# ax.set_xlim(15,60)\n", - "# ax.set_ylim(15,60)" + "ax.set_xlim(15,60)\n", + "ax.set_ylim(15,60)" + ] + }, + { + "cell_type": "markdown", + "id": "033d20a4-818c-4585-ae8b-43b8e23d3d64", + "metadata": {}, + "source": [ + "## Interpolate one pixel from the ETA dataset\n", + "\n", + "- Uniformity\n", + "- Correct assignment" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "b0398535-b646-4b3c-9029-0a8b8aa764f1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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yIgAAAAFWUFDgsvHwia9sNhtt2rSJ7r77bhFQpKSkiEDCefgmMzOTLBYLde/e3dHGgUSzZs1oz5494vbevXvFcIw9CGE8vMNtzn14H3sQwvgx+XnzY/gCgQgAAIAfxar+bowzEvZ6DN5mzpxJvsrLyxPDLP/4xz+oZ8+eImvxm9/8hgYNGkQ7duwQfXJzcykyMpKqVavmsm/NmjXFffY+HMS44zbnPryPMz4mH9vex1sYmgEAANBAS42H+hiK+MpDHM7DGVFRUZoyImzAgAE0YcIE8f19990nshiLFy+mTp06edxXURRR/Grn/L0/fbyBjAgAAECAJSQkuGxaAhGeuRIREUFNmzZ1aW/SpIlj1kxqaqqY2cKzYtyzKfYMB/c5f/686vgXLlxw6eOe+eBj8rCPe6bkZhCIAAAAaC5W9X/TCw+LtGnTRhSUOjtx4gTVrVtXfN+qVSsym820detWx/05OTl05MgRat++vbjNRalc1HrgwAFHn/3794s25z68D+9rx0NBHEDxY/gCQzMAAAAa2HRY4t3m46wZrgE5efKk4/apU6fE1NqkpCSqU6cOPfPMM/TII49Qx44dqUuXLmL2y8cffyym8jKuPxkxYoSYZpucnCz2y8jIoObNmztm0XAGhWtMRo4cSUuWLBFto0aNElN8ecYM42JXzrzwlN7XXnuNLl26JI7D+/gyY4YhIwIAABAkDh48SC1bthQbmzhxovj+xRdfFLe5OJXrQXj6LgcXb7/9tljfg9cWsZs7dy4NHDiQhgwZQh06dKDY2FgRrJhMJkefVatWif054ODt3nvvFVN+7bgvz9Dh9Un4GHwsPubs2bN9fk3IiAAAAAS4WNVbnTt3FgWhlXniiSfE5gkHD/PnzxebJ5wp4fVFKsMZmI0bN5K/EIgAAABoHJq53QuahSIEIgAAABpYFYPY/OHv/qEANSIAAAAQMMiIAAAAaGDVYdaMFUMzCEQAAAC0sClGsfnD5mOxaijC0AwAAAAEDIZmAAAANMDQjD4QiAAAAGhg02HWiw1nHkMzAAAAEDjIiAAAAARsQTNj2J97BCIAAAABW+LdGPbnHmcAAAAAAgYZEQAAAA1sZBCbP2x+7h8KEIgAAABogKGZAAzNzJw5k9q0aUPx8fGUkpJCAwcOpKysrEr32b59OxkMBtV2/Phxf587AABAwNcR8XcLdz6dgR07dtCYMWNo3759tHXrVqqoqKDu3btTUVHRTfflgCUnJ8exNWzY0J/nDQAAAOE2NLN582aX2++++67IjGRmZlLHjh0r3Zf7Va1aVduzBAAAuMPYFIPY/D1GuPOrRuTKlSvia1JS0k37tmzZkkpLS6lp06b0/PPPU5cuXTz2LSsrE5tdQUGB+GqONhEZwjeNZY6JcPkarnAecB7wfsDPRqWibEQlt/53kU2HoRUbhmbIoCjaLv3Huw0YMIAuX75Mu3btqnRIZufOndSqVSsRXKxYsYIWL14sakc8ZVGmTZtG06dPV7WvXr2aYmNjtTxdAAAIE8XFxTR06FDxx3JCQoLux+c/jhMTE+kfX3Si6Cr+/WFYWlhBz7bZccuea0gHIlwrsmnTJtq9ezfdddddPu3br18/UbC6YcMGrzMiaWlp1KvaI0Rl4Z0ReWLZYHpnxFqylFRQuMJ5wHnA+wE/G5WKstGnlz+45YHIKwe66BKIPPfA52EdiGg6g2PHjhVBBGc6fA1CWHp6Oq1cudLj/VFRUWJzZym1EvEW5jgIsZRYKNzhPOA84P2Anw0pTX9e+85KBrH5e4xw51MgwskTDkLWrVsnhlbq16+v6UEPHTpEtWrV0rQvAAAAhGkgwsMxXKfx0UcfibVEcnNzRTunqGJiYsT3U6ZMoXPnztH7778vbs+bN4/q1atH99xzD5WXl4tMyNq1a8UGAAAQrGyKUWz+HiPc+RSILFq0SHzt3Lmzahrv448/Lr7nNULOnDnjuI+Dj4yMDBGccLDCAQnXlvTu3VufVwAAABAAXCjg/9AM+Dw0czPLly93uT158mSxAQAAALgL7wUpAAAANMLQjD4QiAAAAGiAi97pA4EIAACABgoZyOZnjYiC6btYWxYAAAACBxkRAAAADTA0ow8EIgAAABrg6rv6wEoqAAAAQYIvrcLXa6tdu7a4Ztv69es99n3yySdFH15Y1Blfy41XSa9evTrFxcVR//796ezZsy59+IK2w4YNEwuW8sbf5+fnu/ThNcP4ufAx+Fjjxo0Ta4f5CoEIAACABlYy6rL5oqioiFq0aEELFiyotB8HKPv37xcBi7vx48eLS7WsWbNGXLi2sLCQ+vbtS1brjeXV+OrFhw8fps2bN4uNv+dgxI779unTRzwfPgYfi1dMnzRpEvkKQzMAAAABHpopKCjw6uKvvXr1EltleCXzp59+mv7zn/+IYMEZX+V32bJltGLFCurWrZto40uv8BXut23bRj169KBjx46J4GPfvn3Utm1b0Wfp0qXUrl07ysrKokaNGtGWLVvo6NGjlJ2d7Qh2Xn/9dbHK+owZM3y6kjAyIgAAAAGWlpbmGAbhbebMmZqOY7PZRObimWeeEZdUcZeZmUkWi4W6d+/uaONAolmzZrRnzx5xe+/eveI52IMQlp6eLtqc+/A+zhkXDmJ42IcfwxfIiAAAAGhgI6PY/GG7vj9nFpyzCLJsiDdeffVVioiIEPUaMnyx2sjISKpWrZpLe82aNR0XsuWvKSkpqn25zbkP7+OMj8nHtvfxFgIRAAAADayKQWz+sF7fn4MQX4YzZDgT8c9//pO+/PJLUaTq67XknPeR7a+ljzcwNAMAABACdu3aRXl5eVSnTh2RFeHt9OnTooC0Xr16ok9qaqqY2cKzYpzxfvYMB/c5f/686vgXLlxw6eOe+eBj8rCPe6bkZhCIAAAA+FGs6u+mF64N+frrr8UMF/vGNRxcL8KFq6xVq1ZkNptp69atjv1ycnLoyJEj1L59e3Gbi1K5qPXAgQOOPjwDh9uc+/A+vK8dF7DykBI/hi8wNAMAAKCBohjFFXj9PYYveKrtyZMnHbdPnTolAo6kpCSRCUlOTnbpz0EHZy94pgvjgtMRI0aILAn35f0yMjKoefPmjlk0TZo0oZ49e9LIkSNpyZIlom3UqFFiiq/9OFzs2rRpUxH8vPbaa3Tp0iVxHN7H1yEmBCIAAAAaWMkgNn9Yfdz/4MGD1KVLF8ftiRMniq/Dhw+n5cuXe3WMuXPnimGbIUOGUElJCXXt2lXsazKZHH1WrVolCl7ts2t40TPntUu476ZNm2j06NHUoUMHiomJEWuPzJ49m3yFQAQAACBIdO7cWRSEeuvHH39UtUVHR9P8+fPF5glnSnh9kcpwBmbjxo3kLwQiAAAAGtiUGwuS+XOMcIdABAAAQAObDjUiNj/3DwU4AwAAABAwyIgAAABoYCOD2Pxh83P/UIBABAAAIMArq4YzDM0AAABAwCAjAgAAoAGKVfWBQAQAAEBrjYi/03cJQzMYmgEAAICAQUYEAABAA0WHWTMKMiIIRAAAALTQ4+q5NsyaQSACAACgLYjAyqp6QI0IAAAABAxqRAAAADTA0Iw+EIgAAABogCXe9YGhGQAAAAgYZEQAAAA0wNCMPhCIAAAAaIBARB8YmgEAAICAQUYEAABAA2RE9IFABAAAQAMEIvrA0AwAAAAEDDIiAAAAGijX1xLx9xjhDoEIAACABhia0QcCEQAAAA0QiOgDNSIAAAAQMMiIAAAAaICMiD4QiAAAAGiAQEQfGJoBAACAgEFGBAAAQANFMYjNH4qf+4cCZEQAAAA04DVE9Nh8sXPnTurXrx/Vrl2bDAYDrV+/3nGfxWKhv/3tb9S8eXOKi4sTfR577DH66aefXI5RVlZGY8eOperVq4t+/fv3p7Nnz7r0uXz5Mg0bNowSExPFxt/n5+e79Dlz5ox4LnwMPta4ceOovLycfIVABAAAIEgUFRVRixYtaMGCBar7iouL6csvv6QXXnhBfP3www/pxIkTItBwNn78eFq3bh2tWbOGdu/eTYWFhdS3b1+yWq2OPkOHDqXDhw/T5s2bxcbfczBix3379Okjng8fg4+1du1amjRpks+vCUMzAAAAQVKs2qtXL7HJcOZi69atLm3z58+nBx54QGQv6tSpQ1euXKFly5bRihUrqFu3bqLPypUrKS0tjbZt20Y9evSgY8eOieBj37591LZtW9Fn6dKl1K5dO8rKyqJGjRrRli1b6OjRo5SdnS0yL+z111+nxx9/nGbMmEEJCQlevyYEIhC0Iho2IKXsRgRPNvliyUqESdVmsNnUHQ3yXwhKpPrHRDGp+9qizerneLlYekwqt6jbzJIfR6vkefLjx0SSKepaQtN0T0Oyldmkz9N4wTWVKsRES49pq6JuN5T6kGY1ShKsFernb7BUeHxN6r5O/77XWd2epyHy2uMaIiLI4HYKlArJeQa4A2tECgoKXNqjoqLE5i8OPHgIp2rVquJ2ZmamGMLp3r27ow8HEs2aNaM9e/aIQGTv3r0iqLEHISw9PV20cR8ORLgP72MPQhjvy8M+/BhdunS5NUMzM2fOpDZt2lB8fDylpKTQwIEDRXR0Mzt27KBWrVpRdHQ0NWjQgBYvXuzLwwIAAIQ0zkjY6zF4489bf5WWltKzzz4rhlnsGYrc3FyKjIykatWqufStWbOmuM/ehz/j3XGbcx/exxkfk49t73NLMiIcUIwZM0YEIxUVFTR16lQRVXF6hotVZE6dOkW9e/emkSNHivTPf//7Xxo9ejTVqFGDBg8e7NOTBQAACMWhmezsbJfhDH+zIZz1+P3vf082m43efPPNm/ZXFEVkTuycv/enj+6BCI8ZOXv33XdFhMRpmI4dO0r34ewHj0vNmzdP3G7SpAkdPHiQZs+ejUAEAACClp5DMwkJCT7VVdwsCBkyZIhIBHz22Wcux01NTRUzW3hWjHNWJC8vj9q3b+/oc/78edVxL1y44MiCcJ/9+/e73M/H5Md2z5Tc0hoRHntiSUlJHvvwOJLzWJR9HImLZfgJm83qcXUeY+LNzj52Zo42ERnCd6KPOSbC5SuF+3m4XiNx8xoR9XvGYDP4UCOi3l8xSmpEJP0iotT1KdefgLrNLOlr9fCcooxkvv549q+KWf34Rtnje3hOsudvUIz+1YhIHspgNHl8Teq+kodxe56O8xAtqeWRl6OELPyOuC7KRlRy68+3okNGRNF5HRF7EPLdd9/R559/TsnJyS73c5kEf+5yUSv3Yzk5OXTkyBGaNWuWuM1Fqfz5fuDAAVHoyjjo4DZ7sMJ9uCiV961Vq5Zo4wJWzuTwY/jCoHAeRQPebcCAASIC2rVrl8d+d999t6iife655xxtXOzSoUMHMbfZ/gKcTZs2jaZPn65qX716NcXGxmp5ugAAECZ4GivXRfAHp15ZBmf8xzHXcdz/74lkivNvCMVaVEZf/naO18+Vp9qePHlSfN+yZUuaM2eOKAzlhAAXjnLJA0/d3bhxo0tmgu/n+g32l7/8Rdy/fPly0Z6RkUEXL14Uoxsm07U/FHhmDn9GL1myRNweNWoU1a1blz7++ONrz9tqpfvuu088xmuvvUaXLl0Sn/VcO8ozdXyh+U/rp59+mr7++msxf/hm3MeL7LGPp3GkKVOm0MSJE13+0bmQZ8WYj4jKwjsj8sSywfTOiLVkKQmzP/Uk5+Hbuv8im/HGrIgH405I+5cr6r/ATZKMhEXSjyUa1X9aXbKpa6LiDOoZJhEG+b+TWfL4R0rvUrW1iM6W7l9oiyLFGkUFx16ghCb/QwZTGVUxlkn7uUs2yWfyfFdeQ9XWPEqdnj1hkWdAzaSe4VKqqDOeNUxXpftHG9T7/2RV/2JONLo+f5s1ii4fnU7vv5JJljLX81rx3Q8UTvA7wikjchvwJ5m2P+Vdj+ELLm1wnpFi/6wcPny4+CN+w4YN4jYHCc44O9K5c2fx/dy5cykiIkJkREpKSqhr164iKLEHIWzVqlVigTL7iAavReK8dgn33bRpk6j55MRCTEyMCP647MJXmgIRXpGNXyyv8HbXXepfns54HMm9gpbHovgkuKeMbjZtyVJqJeItzHEQYinBtEQOQpwDEf4wljFIAgyDJBCQ9WNGyQe8wX2eqGhTByJGD4GIUfL4ikmyv6lUur9zDM+vmzejUd1XFuubPByTJOdP1tdg83CeJYGIQVG/TqOHfyfZuTJQlFf/HoyDEIvzdG4ORML05yTsf0f4GRx4i1dF5f/8PYYvOJiobCDDm0EOnsHKWYvKMhecKeEJJpXh+k/OrPjLp/QCv0DOhPBqbVwAU79+/Zvuw+NI7gus8DhS69atpfUhAAAAED58CkR46i5HSFyrwWuJcKaDN07tOA+r8Nr2dk899RSdPn1apI94tbZ33nlHFKrymBQAAECwz5rxdwt3Pg3NLFq0SHy1jzM5T+PlIhXGFbS8lKwdZ00++eQTmjBhAi1cuFAU07zxxhuYugt++64ohSqMN9L5AxIOSftZJanP4+XqIulfmvOk+8vqHFJNrqsgsnxbjKotr8J10SC7X0RcVrXFGsu9qiVhBbZoUq7Xf/D3XG+VaipU9cu2qYu7L1rla/7ES4Z2fqxQ12gkG4s8Pid39cyXVG25FfHS/Yskr7We5Dx9b3Ed0uVaGfE1KoIUXD4LbiOeMWO4zUu8U7gHIt6MPXHBi7tOnTqJKl4AAAAAZ+G9IAUAAIBG/Le537NmFJx+BCIAAAABXlk1nIXvohwAAAAQcMiIQNCqsJmowmnBgDxrFWm/YiXKq8JUWbGlp3n+5ZKCz9yKRFXbPVE/SY9ZZFNf8v6+qLOqtu8s6kXGWLyxRKR0uTw1zlhGBmMZSVadp1KbutC2YaR6kTJ2VfL6zZK1PWKd1m65WfvRMnVRcLxJvvZ2NKn3v2hVFwB7YjNHkE2ybgnArYKMiD4QiAAAAGiAWTP6QCACAACgAYpV9YEaEQAAAAgYZEQAAAA0Z0T8nTVDYQ+BCAStexOyyWayVHpFXRZvUBdHXpRcPVd29VhWVXL13W/KvLtSrqwoldkkycjM0jRVWx3JyqSshqmIrFQhilVTTEXi4nRJRu8SnJ5Wa5WtQCu7GpSnlVGrSopQkySrvUZKrrLL4iQry8pWwHUvtrUZoogvq2kqKCGb+0XvpI8EoA8Uq+oDQzMAAAAQMMiIAAAAaMCjKv6OrCg48whEAAAANAURWFlVFxiaAQAAgIDB0AwErfPlCWQ13ihHrFpFvmKn7LL3cYZyr4o1Palr/tmry3lfVeSrtcoKYxtHccmlqx/dLnlvV66YSLFeWzE2pyKeDEokFSklXq2WetVDAW1axFVVW7HNpGrLtalXkPVUhPpLc76qLbOstnT/UkX966hVlLoAONdtBV3Fw+sBuOUwNqMLBCIAAABa6DA0Q7joHQIRAAAA7euI+BmHKDj3qBEBAACAgMHQDAAAgAaYNaMPBCJw5zO4Je4M18ZkzUYbGY22m65iGmcsU7VlS4pAG0eqi0XFcRX1+qLRBvUl6wskhaE1JCuLMhPZvFpFNC3ionT/fFssKdefV6liJoNio4YR6sfKlxTVXnQr9rTj47izKOpi1dSIK9L9TZIVEb4pr6lqqxMhXy3WLCl2zbPG3rz42BpF/CyVCCMp8kVbAW4Nru9AjYjfMDQDAAAAAYOMCAAAgAYoVtUHAhEAAAAtsI6ILhCIwJ1PsUnnuxVVRFKF0xVnq5pKpbvLrhZb1VSkasu3xXj9lGT1IDLFNnnRglFSI1IsqXGRXZGWJRjLyGaIpjOijiSfjKZS+qKsild1H6kRBdJjRkoWWfveUl3VVtvD/rIF3RpIalSqGuXn5EdLnFdXKXavJVEM1mvVKSbDtQ0AggoCEQAAAA0wa0YfCEQAAAC0woJkfsOsGQAAAAgYZEQAAAA0wNCMPhCIQNCqF32RbCZLpUWpnsgWGpMtyOWpiDXScOOqv3alSqRXRanXjqleqEumqlG9cJpjobDrV989U5FEpJRRi8jzqn5HJQu3JUsWeGM/ViSo2uqZ1Quq/STpx4ps156Ps19E5Ht1lV32gyVF1dY06idVW5Kp2OW2zRhNP/I6dxUKGSrk5xsgVGbN7Ny5k1577TXKzMyknJwcWrduHQ0cOPDG4RSFpk+fTm+99RZdvnyZ2rZtSwsXLqR77rnH0aesrIwyMjLoX//6F5WUlFDXrl3pzTffpLvuusvRh/cdN24cbdiwQdzu378/zZ8/n6pWreroc+bMGRozZgx99tlnFBMTQ0OHDqXZs2dTZKRvV8TG0AwAAIAmBp027xUVFVGLFi1owYIF0vtnzZpFc+bMEfd/8cUXlJqaSg8//DBdvXrV0Wf8+PEigFmzZg3t3r2bCgsLqW/fvmS13piRxkHF4cOHafPmzWLj74cNG+a4n/v26dNHPB8+Bh9r7dq1NGnSJPIVMiIAAABBolevXmKT4WzIvHnzaOrUqTRo0CDR9t5771HNmjVp9erV9OSTT9KVK1do2bJltGLFCurWrZvos3LlSkpLS6Nt27ZRjx496NixYyL42Ldvn8iosKVLl1K7du0oKyuLGjVqRFu2bKGjR49SdnY21a5dW/R5/fXX6fHHH6cZM2ZQQoI8cyqDjAgAAIA/QzP+bkRUUFDgsvHwia9OnTpFubm51L17d0dbVFQUderUifbs2SNu85COxWJx6cOBRLNmzRx99u7dS4mJiY4ghKWnp4s25z68jz0IYRzE8PPmx/AFAhEAAIAAByJpaWnig96+zZw50+enw0EI4wyIM75tv4+/cg1HtWrVKu2TkqKu2eI25z7uj8PH5GPb+3gLQzMQtH4qTySr8UbRaOtYeaFivKQ402xQ942WtLFzVnXhlVmyCmlVo2sRJWscWSI9ZnaFesXUnyyuvxgq0zQyj6zWaMoiokaRF8hkKqUko3oVVaui/lvjglW+Kmyy5PnnSa7UG2+Ur2CbaroxBm1XLq6Le/MVXD0Vpsr8aElyua1cL9oFCGbZ2dkuwxmcydDKcP0K5c5DNu5t7tz7yPpr6eMNZEQAAAC04Msa6LERiSDEedMSiHBhKnPPSOTl5TmyF9ynvLxczIqprM/58+pZeBcuXHDp4/44fEwe9nHPlNwMAhEAAAAN7Fff9XfTS/369UWAsHXrVkcbBx07duyg9u3bi9utWrUis9ns0oenAR85csTRh4tSuaj1wIEDjj779+8Xbc59eB/e144LWDmA4sfwBYZmAAAAgkRhYSGdPHnSpUCVp9YmJSVRnTp1xNTcV155hRo2bCg2/j42NlZMx2VcfzJixAgxzTY5OVnsx2uKNG/e3DGLpkmTJtSzZ08aOXIkLVmyRLSNGjVKTPHlGTOMi12bNm0qpvTyuiaXLl0Sx+F9fJkxwxCIAAAABMmCZgcPHqQuXbo4bk+cOFF8HT58OC1fvpwmT54sFikbPXq0Y0EzzlTEx99Y8HHu3LkUERFBQ4YMcSxoxvuaTDdqulatWiUWNLPPruEFzZzXLuG+mzZtEo/ToUMHlwXNfIVABIJWlNHqUqwqKyBl+Vb1yqgJkoLLS4q62JPFG0q9ujx9rFFdgLq6oIn0mD3jjqraakQUqNqsHhY7yq2IdRRp5lXEkEExUqlJ/TwtirpYtHaEvNjUJHmsIkVd6FtD8jjsaLm6yj7eqC7WjTbIV4u9YJWs7BqhXtnV5FZUrBhsxO+CisQYqijHyqpwGznVePh1DB907txZFIR6woWi06ZNE5sn0dHRYpVU3jzhTAmvL1IZzsBs3LiR/IUaEQAAAAgYZEQAAAA0MCjXNn8YdCxWDVYIRAAAAIKkRiQUIRABAAAIkhqRUIRABIJWXlk8VTgVq16w3qgKd1aqqFdGtUkKM/OtcdL9T5apF+dpHfuDqu1cuXpl1MYeVgs9UFpH1Xa85MY1G26myBZFZI0kLu88bUkmspVTPfpZ1S+rrJaqzeqhNMyiqH8dmA03zq/d0bJY6f6yFVejDeoC3nMeVpCVFQBflBS7XnUvPrZGEq8VayooIVuZa7GqvHwZAO4kCEQAAAC0wNCMLhCIAAAAaIFARBeYvgsAAAABg4wIAACAFsiI6AKBCAStX8Xlkc14Y5XOemb1KpystkldcHnJpi5WTYu4It2/nvlnr1Y8rReRr2qL8rBIgKzvLyPzVG3NzOrnzk5VKGSzRtMZ7hOVQ0ZTKTWPVK8gW6z8qGprYFY/NouWPFez5HVe8bB4aZ5VXcTa0Fysarvq4fFlim3qlWHToq+63LZaoymLv4kwojoVbi/MmtEFhmYAAAAgYJARAQAA0AArq+oDgQgAAIAWqBEJzNDMzp07qV+/flS7dm1xlb/169dX2n/79u2in/t2/Phxf543AAAAhGNGpKioiFq0aEF/+tOfaPDgwV7vl5WVRQkJNy7zXaNGDV8fGsBFoTWarE6Xub9grSI9Q6WKesXP3IpEVZunYtdzFVVVbWnmy6q2zLI0VVurqGzpMb+vSFK1ZZcnq9qiDaek+/Mqsoo1Snx/3lqFDGQmKnct4mQFthRVW7FN3Y/9KDl/kQb12qRGklerFktWsM22qottsz2srCo7p/nuq6gSUZxS5nLbdv08GAqKyVCGtVQBQj4Q6dWrl9h8lZKSQlWrqn+hy5SVlYnNrqCgQHw1R5uIDOFbX2uOiXD5Gq7sr99ocz0P9g9mdzZFMnNF0tdm5IXCycu+kseyqj+IeUaHjOy5GiT72yrZ334M+1cbWbx6Tp5ep+w5KZJARPEQiCjSpfQlgYGnfyfJOZU9J5vbP6c9EDFHqWfYGGLMFE7wO+K6KBuR+uoAuuM5ZX5ffZfgtn2itWzZkkpLS6lp06b0/PPPU5cuXTz2nTlzJk2fPl3VPmzhAIqNlV/nIpw8scz7TFQoa539W5fbrn8nV96u/sgiOudhf1nfXEmb7Eo135H3avrwnJyVH58ivvJUXnfq0EDezxN/f5fnenk+PfX15Tk99nI7L48Q+sL9d0RxcTF9OvSDW/9AmL4bHIFIrVq16K233qJWrVqJLMeKFSuoa9euonakY8eO0n2mTJlCEydOdMmIpKWl0YoxHxGVhXdGhH/BvDNiLVlK5OtLhNN5OJj2b7I5XfTuoSryuqMqkoux5UmGZuqYL0n3P2NRD6P8QjKM8H25ehjkvih5KHGqQj08ca5c/Tj3x5yW7v+zNU5kCzgIiWw8kwymMqppKlT1O2mprmr7lWRdFHZBctE/f4dmqpmKvb7oneycXpEMzcQa1UMzl49Op/df3EsWt6GZimxvQrnQgd8RThkRCBq3PBBp1KiR2OzatWtH2dnZNHv2bI+BSFRUlNjcWUqtRLyFOQ5CLCWSNHyY4SDE6rSgGX8YyxjdPrgEtzoD0c9U6uGBZH0lxzSprzRr8nBMg+TxFcn+np6TwelHl183b9K+Nm3HdLRJAhGDh0DEIBkCk54nyfn01NcgqaeX/nvyz0WZVR2IhOnPSdj/jvBzuMRrmDWji4AUG6Snp9PKlSsD8dAQQq5YoqnCeOMt3FDyFzW7aIvy6pL38U7ZFWe/kKyCGm1Q961nvqBq+1FS6Mp+GXHJq+dk8vAbNdV0VdSE8DALZ0I4uLjbrN6/wKZeLbZIkddN1DOr+/5okWSOItSZF3bRZvPqPN0fJR+EOS+ph4k2qAOJfJvr8Kxy/d/XVrUK2crcnoM8oQSgDwQiugjIOMehQ4fEkA0AAACEN58zIoWFhXTy5EnH7VOnTtHhw4cpKSmJ6tSpI+o7zp07R++//764f968eVSvXj265557qLy8XGRC1q5dKzYAAIBghZVVAxSIHDx40GXGi72odPjw4bR8+XLKycmhM2du1OVz8JGRkSGCk5iYGBGQbNq0iXr37q3TSwAAAAgADM0EJhDp3LkzKbJ1Ga7jYMTZ5MmTxQYAAADgLrxXxoKgdqksjizGG7MkPiv+lbSfUVLwWSop2NxXUke6f7KkOPObMvUU1J/K1W1t424MYzr7pLCZqi2nXF0YWhonLywt5xVlrZHEaxUfKaslZuzkWq8t/Ods59XGqrZakeriW9YmRr2K685C9f7NYs5K979qUxeb1pVMFT4smTrNLklWdr0vWr3qSb77NGNrpFjDxWCziQ3gtkFGRBcIRAAAADRAjYg+wnd1MAAAAAg4ZEQAAAC0wBLvukAgAgAAoAVqRHSBQASCVkJkKVU4rYbaVlJsya7aIm+6OieLM6iXQ2fnJNeFaRCZp2prFJmjfo4eliOPjflB1XaQGqjaGkfKVyHNtcaTYogSF/SrEXFVLPHewKwuQi2IO+3VaqXMKrkO6B+r7le1fV+hviYOqycpTC2QFLDGeTgnjSUrrl6QFLBGu/87Ga49b4PFRgYLLgEBtw9qRPSBGhEAAAAIGAQiAAAA/gzN+Lv5oKKigp5//nmqX7++WCS0QYMG9PLLL5PNaeo6r/U1bdo0ql27tujD6399++23LscpKyujsWPHUvXq1SkuLo769+9PZ8+6Ts2/fPkyDRs2jBITE8XG3+fny6f/+wOBCAAAgBbKjeEZrRv5GIi8+uqrtHjxYlqwYAEdO3aMZs2aRa+99hrNnz/f0Yfb5syZI/p88cUXlJqaSg8//DBdvXrV0Wf8+PG0bt06WrNmDe3evVtcvqVv375ktd4Y3hw6dKi4hMvmzZvFxt9zMKI31IgAAAAEib1799KAAQOoT58+4jZfy+1f//qXuPyKPRvC13ibOnUqDRo0SLS99957VLNmTVq9ejU9+eSTdOXKFVq2bBmtWLGCunXrJvrwdeDS0tJo27Zt1KNHDxHkcPCxb98+atu2reizdOlSateuHWVlZVGjRo10e00IRCBoxZrKyOpUrPqjRV5EmRqhXnE02VikajMb5IWOyaYbf0XYNY9Ur7b6cWF9VVsHSVGqeK42dRFmbfNlVVsNk/w55dsqSDGYRLFqtKGCDIYKumD1rjC0XoT6cVi0Qb0qqeyYnopdq0oe63i5+irbaeaL0v1lhalmUr/+X5ivuNy2GaOJ119VIgykWJHkheCcNVNQ4Pp7KioqSmzuHnzwQZEROXHiBN1999301VdfiYwGBx/2C9Hm5uZS9+7dXY7VqVMn2rNnjwhEMjMzyWKxuPThYZxmzZqJPhyIcMDDwzH2IISlp6eLNu6DQAQAACCEApG0tDSX5pdeeknUebj729/+JjIajRs3JpPJJIZSZsyYQX/4wx/E/RyEMM6AOOPbp0+fdvSJjIykatWqqfrY9+evKSkpqsfnNnsfvSAjAgAAEGDZ2dmUkMBXj7pGlg1hH3zwgRhG4WEWvpo9121wvQdnNIYPH+7oZ7g+rd2Oh2zc29y595H19+Y4vkIgAgAAEOB1RBISElwCEU+eeeYZevbZZ+n3v/+9uN28eXOR6Zg5c6YIRLgwlXHWolatG0OjeXl5jiwJ9ykvLxezYpyzItynffv2jj7nz59XPf6FCxdU2RZ/YUAVAAAgSBQXF5PR6PrRzUM09um7PK2Xg4itW7c67uegY8eOHY4go1WrVmQ2m1365OTk0JEjRxx9uCiVh4AOHDjg6LN//37RZu+jF2REIGjlliSSxehUzCi/ury0CDLeUKpqy7PGS/ePNNwoiLU7Wh6nPqapRHJM9QquLNXkWnDJ9pQ1VLXlR/0k3V88V2skRTpeXyTdK1nZ9fty9Rhvqc0sPWa8UX1OLslWNjXKi1X/W17Dq2Ldi5LVVllVo/r85dtiVG3fW6q7NlijyMRFqzGRZDOpC24BQkm/fv1ETUidOnXE0MyhQ4fEVN0nnnhC3M/DJjxU88orr1DDhg3Fxt/HxsaK6biMC05HjBhBkyZNouTkZEpKSqKMjAyRXbHPomnSpAn17NmTRo4cSUuWLBFto0aNElN89SxUZQhEAAAAguRaM/Pnz6cXXniBRo8eLYZSuDaEZ8K8+OKLjj6TJ0+mkpIS0YeHX3jmy5YtWyg+/sYfW3PnzqWIiAgaMmSI6Nu1a1davny5yK7YrVq1isaNG+eYXcOLnvHaJHpDIAIAAKBBIK41Ex8fL6bq2qfrSo9pMIgZN7JZN3bR0dEiqHFeCM0dZ0q4MPZWQyACAACglb8ZEUCxKgAAAAQOMiIQtBrG55HNqXDS04qfsnaLKG+8eT9f2BSjV4/jqW+iqVjVdtGqLtZk9cwXyWaMIl5WqI75Ehl5lVlSz+0/U+5W2ElEf0jMlB7zok29bkGCpIDV0wq0VY3q539OUgDs6TzLioprS1bFLVVci20VxUhcTmy6WEi2Mtfnpi4zBgjuGpFQhEAEAAAgSGpEQhHWEQEAAICAQUYEAABACwzN6AKBCAAAgAYYmtEHAhEIWpcssWQ13ihHrCpZ2ZT9IFnxs2mUehXSqzZep1TtqmQl0CIl0quVVWWrhTKrl6Oi7oWZdtGSMkyzZLC5TuTPXhWlskhSF6GWSn5FyFY7FceVFJtGSgpbLQZ5AW+0ZAXb3Ap1sauJXFdPVcgmzoZSJZoUM1ZWBQg2CEQAAAC0wNCMLhCIAAAAaIFARBeYNQMAAAABg4wIhIxiDzUestoNWT3I8bLa0v0bRvKyYa6inWpT7CySRcqKPDynr0rrqNpqmtVX5K0ToW5j+0rriavvVhXPuxaRqZzujz6j6pcq2f+ShysCy66+a5W8Jk8Lkt1tzlO15Xq4orG3j59dkaRqSzIWutxWDAYq42/4MujXL4UOcDugWFUfCEQAAAC0wNCMLhCIAAAAaIFARBeoEQEAAICAQUYEAABAA9SI6AOBCAStWJPFZUGz3IpEaT/Z4mWygs37JMWenq4KW2o1e7XwmawAk7WJOaVqO15eS9VWIFk4TewffZqs1mj6gYjuj84mk6nU44Js3i6mlix5rics6qv3mgzygtBSSRGrUXJp0XybvFg21lDu1RV93R/fdv22oUIhQwWKVeE2wtCMLjA0AwAAAAGDjAgAAIAGGJrRBwIRAAAALTA0owsMzQAAAEDAICMCQSvCYCOD09Vdq5qKpP2O8sqjXqw4KitKZeVKhFeri8qOKStgvXZMk1fHLLXJf0SzrdWIrFHER/mOry5sKqP7onK9unqvTTFIjxlrVBeW2iR/q1Q1qAtIWYJRrG/qokBypd8U01Xp/rLHspL6uRa5Fbsq9sdQlGsbwO2CjIguEIgAAABowGGyQYdjhDsMzQAAAEDAICMCAACgBYZmdIFABAAAQANM39UHAhEIWlFGC9mMNwo8a5hcLw9f2eqepZICVFlRKouTFGHKikBlK5N6WkU00qnI1tFXstprkofXJJNvUz+nM5YkVdu9Ueek+/9UoS6sjTWoX/slm7yoV7biquw8WUSJrVq8QX3+qkrOfZ5bUbFCVhLr61ZYr20AtwsyIrpAjQgAAAAEDDIiAAAAWmHGuN8QiAAAAGiAGhF9YGgGAAAgiJw7d47++Mc/UnJyMsXGxtJ9991HmZmZjvsVRaFp06ZR7dq1KSYmhjp37kzffvutyzHKyspo7NixVL16dYqLi6P+/fvT2bNnXfpcvnyZhg0bRomJiWLj7/Pz83V/PciIQNDa9lNjKncq+iy0ylcxtUpWEjVLikXLPKxi6qnd3RVLjKqtWqR8FdIKm8mrx/k5Ll7+WBUxZLKZKZ2IvihqQFajhfbRr1T9SqyRqraviut6fZ4ulcep2urEXPK6WPWn0qqqtppRBdL9z5cleNX3rNsxI2wR1Fd6RIDQK1a9fPkydejQgbp06UKffvoppaSk0Pfff09Vq974uZg1axbNmTOHli9fTnfffTf9/e9/p4cffpiysrIoPv7a75Tx48fTxx9/TGvWrBEBzaRJk6hv374ioDGZrv1+Gjp0qAhONm/eLG6PGjVKBCO8X0AzIjt37qR+/fqJSMtgMND69etvus+OHTuoVatWFB0dTQ0aNKDFixdrfb4AAAB31NCMv5svXn31VUpLS6N3332XHnjgAapXrx517dqVfvnLXzqyIfPmzaOpU6fSoEGDqFmzZvTee+9RcXExrV69WvS5cuUKLVu2jF5//XXq1q0btWzZklauXEnffPMNbdu2TfQ5duyYCEDefvttateundiWLl1KGzduFAFNQAORoqIiatGiBS1YsMCr/qdOnaLevXvTQw89RIcOHaLnnnuOxo0bR2vXrtXyfAEAAEJOQUGBy8ZDJzIbNmyg1q1b0+9+9zuRDeEgggME58/c3Nxc6t69u6MtKiqKOnXqRHv27BG3OethsVhc+nBygYMWe5+9e/eK4Zi2bds6+qSnp4s2e5+ADc306tVLbN7i7EedOnVEhMaaNGlCBw8epNmzZ9PgwYN9fXgAAICQG5pJS0tzaX7ppZdEnYe7H374gRYtWkQTJ04Uf9gfOHBA/HHPwcZjjz0mghBWs2ZNl/349unTp8X33CcyMpKqVaum6mPfn79yoOOO2+x9gqZGhKMq56iL9ejRQ6SFOCIzm9ULHnEk6BwNcnTIzNEmIkP41teaYyJcvoYr++uPVFzfCyZPtRyS2geT5H1kktRt2GsQvCHr5/E5SR7LKulrlCxSdu24ZsexPT6Gh/tMnq6yJTlPET48J6OkRsSX/b3t697PftscpT6nhhj5Y4Uq/I64LspGVBJcs2ays7MpIeFGnRQHFjI2m01kRF555RVxmzMiXIjKwQkHIo7jGlx/nnnIxr3NnXsfWX9vjuOrW/6JxpGTLDKrqKign3/+mWrVUl+ifebMmTR9+nRV+7CFA0SFcLh7YhkySWxseSvXE3OmDYWjNmfv3PdDi1twzPs9tD/2ouzfn8t5w0+4/47geohPh35AwSQhIcElEPGEPzObNm3q0sYjDfZyh9TUVMdnr/Pna15enuOzmPuUl5eLwlfnrAj3ad++vaPP+fPnVY9/4cIF1We6v27Ln9ayyEzWbjdlyhSRdnLOiHDaasWYj4jKwjsjwr9g3hmxliwlYlHrsITzENznwWCS/wwrVnVGJZTPw62Ac+GUEQnRWTMdOnRQFYueOHGC6ta9Nhuufv36IojYunWryJYwDjp40ggXujKePMKjEdxnyJAhoi0nJ4eOHDkiZtwwLk7lolYe+uGiWLZ//37RZg9WgiYQ4RPiPp7EUVdERISYMiTDKSlZWspSaiXiLczxL1tLyY1rrIQrnIfgPA+G61MD3SlWa1idh1sp7M/F7VrtNACByIQJE0QgwEMzHERwoPDWW2+Jzf4HPk/N5fsbNmwoNv6eRxN4Oi7jgtMRI0aIKbv8OZyUlEQZGRnUvHlzMYvGnmXp2bMnjRw5kpYsWeKYvstTfBs1akRBFYhwVOU+53jLli1ijEtWHwIAABAMArGyaps2bWjdunVi5ODll18WGRCeDPLoo486+kyePJlKSkpo9OjRYviFZ77w5659DRE2d+5ckRDgYIb78hRgXnfEvoYIW7VqlSiEtdd58qJn3s6YvaWBSGFhIZ08edJlqtDhw4dFRMWzY/jk8Kpv77//vrj/qaeeEk+ch1o4suLiVS5U/de//qXvKwEAAAgDffv2FZsnnBXhGTeyWTd2vK7X/PnzxeYJf67z+iK3ms+BCE+95RXd7Oy1HMOHDxfRFI8znTlzxnE/R2uffPKJSCctXLhQzFV+4403MHUXIEz5OwQDcMcIwNBMKPI5EOE16+3FpjIcjLjjhVS+/PJL358dAADAHcrAU1kr+Tz09hjhLnynoAAAAEDAhffKWAAAAFphaEYXCEQAAACCZNZMKMLQDAAAAAQMMiIAAABaYGhGFwhEAAAANMDQjD4wNAMAAAABg4wIAACAFhia0QUCEQAAAA0wNKMPBCIAAABaICOiC9SIAAAAQMAgIwIAAKARFiTzHwIRAAAALfiCdf5etE7B0qoYmgEAAICAQUYEAABAA8ya0QcCEQAAAC0wa0YXGJoBAACAgEFGBAAAQAOD7drmD4Of+4cCBCIAAABaYGhGFxiaAQAAgIBBRgQAAEADzJrRBwIRAAAALbCgmS4QiAAAAGiAjIg+UCMCAAAAAYOMCAAAgBaYNaMLBCIAAAAaYGhGHxiaAQAAgIBBRgQAAEALzJrRBQIRAAAADTA0ow8MzQAAAAShmTNnksFgoPHjxzvaFEWhadOmUe3atSkmJoY6d+5M3377rct+ZWVlNHbsWKpevTrFxcVR//796ezZsy59Ll++TMOGDaPExESx8ff5+fm35HUgEAEAAPBn1oy/mwZffPEFvfXWW3Tvvfe6tM+aNYvmzJlDCxYsEH1SU1Pp4YcfpqtXrzr6cOCybt06WrNmDe3evZsKCwupb9++ZLVaHX2GDh1Khw8fps2bN4uNv+dg5FZAIAIAAODH0Iy/m684cHj00Udp6dKlVK1aNZdsyLx582jq1Kk0aNAgatasGb333ntUXFxMq1evFn2uXLlCy5Yto9dff526detGLVu2pJUrV9I333xD27ZtE32OHTsmgo+3336b2rVrJzZ+rI0bN1JWVhbpDYEIAABAgBUUFLhsPHziyZgxY6hPnz4ikHB26tQpys3Npe7duzvaoqKiqFOnTrRnzx5xOzMzkywWi0sfHsbhoMXeZ+/evWI4pm3bto4+6enpos3eR08IRAAAALSwKfpsRJSWluaox+CN6z9keDjlyy+/lN7PQQirWbOmSzvftt/HXyMjI10yKbI+KSkpquNzm72PnjBrBgAAIMArq2ZnZ1NCQoJLJsMd9/nrX/9KW7ZsoejoaI+H5AJWl4dQFFWb6mm49ZH19+Y4WiAjAgAAoAF/JPtdI0LXcBDivMkCER5WycvLo1atWlFERITYduzYQW+88Yb43p4Jcc9a8D72+7h4tby8XMyKqazP+fPnVY9/4cIFVbZFDwhEAAAAgkDXrl1FUSnPYLFvrVu3FoWr/H2DBg1EELF161bHPhx0cLDSvn17cZuDGLPZ7NInJyeHjhw54ujDxalc1HrgwAFHn/3794s2ex89YWgGAAAgCFZWjY+PF0WlzngdkOTkZEc7T8195ZVXqGHDhmLj72NjY8V0XMb1JyNGjKBJkyaJ/ZKSkigjI4OaN2/uKH5t0qQJ9ezZk0aOHElLliwRbaNGjRJTfBs1akR6QyACAAAQIiurTp48mUpKSmj06NFi+IVnvnBNCQcxdnPnzhVDOUOGDBF9OdOyfPlyMplMjj6rVq2icePGOWbX8KJnvDbJrYBABAAAIEht377d5TYXk/LKqrx5woWu8+fPF5snnCnh9UVuBwQiAAAAAZ41E84QiAAAAGhg4OmsftaIGPytMQkBmDUDAAAAAYOMCAAAgBa265s/bDj1CEQAAAA0wNCMPjA0AwAAAAGDjAgAAIAWmDWjCwQiAAAAQbCyaqhCIAIAABAiK6sGI9SIAAAAQMAgIwIAAKAFhmYClxF58803qX79+mK9er6k8K5duypdB5/Xvnffjh8/7s/zBgAACCiDTZ8t3PkciHzwwQfiMsNTp06lQ4cO0UMPPUS9evWiM2fOVLpfVlYW5eTkODa+PDEAAACEN58DkTlz5tCIESPoz3/+MzVp0oTmzZtHaWlptGjRokr3S0lJodTUVMfmfLlhAACAoB2a8XcLcz7ViJSXl1NmZiY9++yzLu3du3enPXv2VLpvy5YtqbS0lJo2bUrPP/88denSxWPfsrIysdkVFBSIr+ZoE5EhfOtrzTERLl/DFc4DzgPeD/jZqFSUjajk1v8uwjoi+vDpE+3nn38mq9VKNWvWdGnn27m5udJ9atWqRW+99ZaoJeHgYsWKFdS1a1dRO9KxY0fpPjNnzqTp06er2octHECxsbEU7p5YNjjQT+GOgPOA84D3A342ZIqLi+nToR/cxt9G4A9Nf1pzsakzhS+F7NZm16hRI7HZtWvXjrKzs2n27NkeA5EpU6bQxIkTXTIiPPyzYsxHRGXhnRHhD993RqwlS0kFhSucB5wHvB/ws3HTjMhtgGvNBCAQqV69uqjtcM9+5OXlqbIklUlPT6eVK1d6vD8qKkps7iylViLewhwHIZYSC4U7nAecB7wf8LMhdbvKLjB9Vxc+pRciIyPFEMvWrVtd2vl2+/btvT4Oz7bhIRsAAAAIbz4PzfCQybBhw6h169ZimIXrP3jq7lNPPeUYVjl37hy9//774jbPqqlXrx7dc889otiVMyFr164VGwAAQFBnXvwdBVJ0ei7hFIg88sgjdPHiRXr55ZfFeiDNmjWjTz75hOrWrSvu5zbnNUU4+MjIyBDBSUxMjAhINm3aRL1799b3lQAAANxGqBEJYLHq6NGjxSazfPlyl9uTJ08WGwAAQEjhbIbfV9+lsBe+U1AAAAAg4MJ7ZSwAAACtMGtGFwhEAAAAtOBCVYMOxwhzGJoBAACAgEFGBAAAQAPMmtEHAhEAAAAtUCOiCwzNAAAAQMAgIwIAAKAFMiK6QCACAACgBQIRXWBoBgAAIEjMnDmT2rRpQ/Hx8ZSSkkIDBw6krKwslz6KotC0adOodu3a4tIqnTt3pm+//dalT1lZGY0dO5aqV69OcXFx1L9/fzp79qxLn8uXL4tryyUmJoqNv8/Pz9f9NSEQAQAA0LoGiB6bD3bs2EFjxoyhffv2iSvfV1RUUPfu3amoqMjRZ9asWTRnzhxasGABffHFF5SamkoPP/wwXb161dFn/PjxtG7dOlqzZg3t3r2bCgsLqW/fvmS1Wh19hg4dSocPH6bNmzeLjb/nYERvGJoBAAAIkum7mzdvdrn97rvvisxIZmYmdezYUWRD+Kr3U6dOpUGDBok+7733HtWsWZNWr15NTz75JF25coWWLVtGK1asoG7duok+K1eupLS0NNq2bRv16NGDjh07Jh6LA562bduKPkuXLqV27dqJDEyjRo1IL8iIAAAA+FMj4u9GRAUFBS4bD514g4MKlpSUJL6eOnWKcnNzRZbELioqijp16kR79uwRtzlosVgsLn14GKdZs2aOPnv37hXDMfYghKWnp4s2ex+9IBABAAAIsLS0NEctBm9cC3IznP2YOHEiPfjggyKIYByEMM6AOOPb9vv4a2RkJFWrVq3SPpxpccdt9j56wdAMAACAFjaFx1b8PwYRZWdnU0JCgksW42aefvpp+vrrr0WNhzuDwaAKWtzb3Ln3kfX35ji+QkYEAAAgwEMzCQkJLtvNAhGe8bJhwwb6/PPP6a677nK0c2Eqc89a5OXlObIk3Ke8vFzMiqmsz/nz51WPe+HCBVW2xV8IRAAAAIKEoigiE/Lhhx/SZ599RvXr13e5n29zEMEzauw46ODZNu3btxe3W7VqRWaz2aVPTk4OHTlyxNGHi1K5/uTAgQOOPvv37xdt9j56wdAMAACAJjcyGtopPvXmqbs8++Wjjz4Sa4nYMx9cV8JrhvCwCU/NfeWVV6hhw4Zi4+9jY2PFdFx73xEjRtCkSZMoOTlZFLpmZGRQ8+bNHbNomjRpQj179qSRI0fSkiVLRNuoUaPEFF89Z8wwBCIAAABBsrLqokWLxFdepMx9Gu/jjz8uvp88eTKVlJTQ6NGjxfALz3zZsmWLCFzs5s6dSxERETRkyBDRt2vXrrR8+XIymUyOPqtWraJx48Y5Ztfwome8NoneEIgAAAAE0dDMzXBWhFdW5c2T6Ohomj9/vtg84UwJry9yqyEQAQAA0DzjRZ9ZM+EMgQgAAIAWiu3a5g/Fz/1DAGbNAAAAQMAgIwIAABAkxaqhCIEIAACAFqgR0QUCEQAAAC2QEdEFakQAAAAgYJARAQAA0ELM3vW3RoTCHgIRAAAATUEEilX1gKEZAAAACBhkRAAAALSw8WJkNh2OEd4QiAAAAGiBoRldYGgGAAAAAgYZEQAAAC2QEdEFAhEAAAAtsLKqLjA0AwAAAAGDjAgAAIAGimITmz8UP/cPBQhEAAAAtNaIiOEZPyhYWhWBCAAAgOYgAoGIv1AjAgAAAAGDjAgAAIDWVVENftZ4KKgRQSACAACgKYjA0IweMDQDAAAAAYOMCAAAgAaKzUaKn0MzCoZmEIgAAABojCIwa0YHGJoBAACAgMHQDAAAgBa8mJkB64j4C4EIAACA5qEZf6fvKmF/7jE0AwAAAAGDjAgAAIAGik0hxc+hGQUZEW0ZkTfffJPq169P0dHR1KpVK9q1a1el/Xfs2CH6cf8GDRrQ4sWLtf6bAQAA3Bl46q0e2234HA6pQOSDDz6g8ePH09SpU+nQoUP00EMPUa9evejMmTPS/qdOnaLevXuLftz/ueeeo3HjxtHatWv1eP4AAACBy4josN3qz+GQC0TmzJlDI0aMoD//+c/UpEkTmjdvHqWlpdGiRYuk/Tn7UadOHdGP+/N+TzzxBM2ePVuP5w8AABBW5vj4ORxSNSLl5eWUmZlJzz77rEt79+7dac+ePdJ99u7dK+531qNHD1q2bBlZLBYym82qfcrKysRmd+XKlWvfRNnCu742ykbFxcXXzkM4F1rjPOA84P2An42b/I6gkltff1GhlPl90boKsoivBQUFLu1RUVFi0+Nz+I6n+ODcuXNiGbn//ve/Lu0zZsxQ7r77buk+DRs2FPc74/35OD/99JN0n5deesm+XB02nAO8B/AewHsA7wFN74Hvv/9euRVKSkqU1NRU3d6XVapUUbXx56Ben8N3Ok2zZgwGg3swo2q7WX9Zu92UKVNo4sSJjtv5+flUt25dMf6VmJhI4YojZk6/ZWdnU0JCAoUrnAecB7wf8LNRGc6ic0lAUlLSLfkdxAWiXP/I2Qk9KJLPUFk2xJ/P4TuZT4FI9erVyWQyUW5urkt7Xl4e1axZU7pPamqqtH9ERAQlJydL9/GUkuIgJJw/gO34HOA84Dzg/YCfC/yOqJzReOuG8jkY4e12q67hc/hO59O/UmRkpJgmtHXrVpd2vt2+fXvpPu3atVP137JlC7Vu3VpaHwIAAAD6fQ7f6XwOF3nI5O2336Z33nmHjh07RhMmTBBDJk899ZRjWOWxxx5z9Of206dPi/24P+/HhaoZGRn6vhIAAIAwMPEmn8PBxucakUceeYQuXrxIL7/8MuXk5FCzZs3ok08+ETUcjNuc5zLzgit8P5+ohQsXUu3atemNN96gwYMHe/2YPEzz0ksv3XTMLNThPOA84P2Anwv8jsDvypt9DgcbA1esBvpJAAAAQHgK40U5AAAAINAQiAAAAEDAIBABAACAgEEgAgAAAAGDQAQAAAAC5o4JRN58800x1ZdXquPFWnbt2lVp/x07doh+3L9BgwbiKr+hwJfzsH37drGkr/t2/PhxCmY7d+6kfv36iane/HrWr19/031C8f3g63kIxffDzJkzqU2bNhQfH08pKSk0cOBAysrKCrv3g5bzEIrvB8ZXmL333nsdK0zzopmffvppWL0fQs0dEYh88MEHNH78eJo6dSodOnSIHnroIerVq5fLeiTOeI3/3r17i37c/7nnnqNx48bR2rVrKZj5eh7s+BcSzyW3bw0bNqRgVlRURC1atKAFCxZ41T9U3w++nodQfD/wB8iYMWNo3759YuXIiooKcZVRPjfh9H7Qch5C8f3A7rrrLvrHP/5BBw8eFNuvf/1rGjBgAH377bdh834IOcod4IEHHlCeeuopl7bGjRsrzz77rLT/5MmTxf3OnnzySSU9PV0JZr6eh88//1xchfHy5ctKqOLXt27dukr7hOr7wdfzEA7vh7y8PPEad+zYEdbvB2/OQzi8H+yqVaumvP3222H7fgh2Ac+I8NULMzMzRXTvjG/v2bNHus/evXtV/Xv06CGiY4vFQsFIy3mwa9myJdWqVYu6du1Kn3/+OYWbUHw/+COU3w98VVVW2VVVw+H94M15CIf3g9VqpTVr1ojMEA/RhOv7IdgFPBD5+eefxZvJ/aqBfNv96oJ23C7rz+lKPl4w0nIe+JfLW2+9JVKMH374ITVq1Ej8suHagnASiu8HLUL9/cCJIb7GxoMPPiiWtA7X94O35yGU3w/ffPMNValSRVz2gq+vsm7dOmratGlYvh9Cgc/XmrlVuIjK/YfNve1m/WXtwcaX88C/WHiz478IsrOzafbs2dSxY0cKJ6H6fvBFqL8fnn76afr6669p9+7dYf1+8PY8hPL7gV/X4cOHKT8/XwRaw4cPF3U0noKRUH4/hIKAZ0SqV69OJpNJ9Vd/Xl6eKoq1S01NlfaPiIig5ORkCkZazoNMeno6fffddxROQvH9oJdQeT+MHTuWNmzYIIYWuFgxXN8PvpyHUH4/REZG0q9+9Stq3bq1mFHERd3//Oc/w+79ECqMd8IbiqdVcSW4M77dvn176T4c2bv337Jli3hTms1mCkZazoMMV4VzSjachOL7QS/B/n7gv1w5A8BDC5999pmY2h6O7wct5yEU3w+VnZ+ysrKweT+EHOUOsGbNGsVsNivLli1Tjh49qowfP16Ji4tTfvzxR3E/zxoZNmyYo/8PP/ygxMbGKhMmTBD9eT/e/9///rcSzHw9D3PnzhUzKU6cOKEcOXJE3M//pGvXrlWC2dWrV5VDhw6JjV/PnDlzxPenT58Oq/eDr+chFN8Pf/nLX5TExERl+/btSk5OjmMrLi529AmH94OW8xCK7wc2ZcoUZefOncqpU6eUr7/+WnnuuecUo9GobNmyJWzeD6HmjghE2MKFC5W6desqkZGRyv333+8yLW348OFKp06dXPrzD2TLli1F/3r16imLFi1SQoEv5+HVV19VfvnLXyrR0dFi+tqDDz6obNq0SQl29mmH7hu//nB6P/h6HkLx/SB7/by9++67jj7h8H7Qch5C8f3AnnjiCcfvyBo1aihdu3Z1BCHh8n4INQb+X6CzMgAAABCeAl4jAgAAAOELgQgAAAAEDAIRAAAACBgEIgAAABAwCEQAAAAgYBCIAAAAQMAgEAEAAICAQSACAAAAAYNABAAAAAIGgQgAAAAEDAIRAAAAoED5/y45Tt4ULba/AAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#Lets take the same eta dataset and interpolate\n", + "n_subpixels = 25\n", + "n_bins = grid_size*n_subpixels\n", + "image_hist = bh.Histogram(\n", + " bh.axis.Regular(n_bins, 0, grid_size), \n", + " bh.axis.Regular(n_bins, 0, grid_size),\n", + " # bh.axis.Regular(e_bins, e_min, e_max),\n", + ")\n", + "\n", + "\n", + "with aare.ClusterFile(f'.data/test_{grid_size}x{grid_size}.clust', cluster_size = (grid_size,grid_size)) as f:\n", + " for clusters in f:\n", + " # eta_hist.fill(eta2[:,0], eta2[:,1], energy['sum'])\n", + " hits = p.interpolate(clusters)\n", + " image_hist.fill(hits['x'], hits['y'])\n", + "\n", + "image = image_hist.view()\n", + "x = image_hist.axes.edges.T[0].flat\n", + "y = image_hist.axes.edges.T[1].flat\n", + "\n", + "fig, ax = plt.subplots()\n", + "mesh = ax.pcolormesh(x,y,image)\n", + "fig.colorbar(mesh)\n", + "ax.set_title(f'Image - {image.sum()/1e6}M hits')\n", + "ax.grid()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "4559f6f0-cc46-41cd-b345-8ff81ef4fbd5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "err_hist = bh.Histogram(\n", + " bh.axis.Regular(100, 0, 3) #um\n", + ")\n", + "with aare.ClusterFile(f'.data/test_{grid_size}x{grid_size}.clust', cluster_size = (grid_size,grid_size)) as f:\n", + " with h5py.File(f'.data/test_{grid_size}x{grid_size}.h5') as hf:\n", + " \n", + " for i in range(100):\n", + " clusters = f.read_frame()\n", + " x,y = hf['x'][i], hf['y'][i]\n", + " # eta_hist.fill(eta2[:,0], eta2[:,1], energy['sum'])\n", + " hits = p.interpolate(clusters)\n", + " # image_hist.fill(hits['x'], hits['y'])\n", + " error = np.sqrt(np.abs(hits['x']*pixel_size-x)**2+np.abs(hits['y']*pixel_size-y)**2)\n", + " err_hist.fill(error)\n", + "\n", + "fig, ax = plt.subplots()\n", + "ax.stairs(err_hist.values(), err_hist.axes[0].edges);\n", + "ax.set_xlabel(r'Distance from truth [$\\mu$m]')\n", + "ax.set_ylabel('Intensity [a.u.]')\n", + "ax.grid()" ] }, { "cell_type": "code", "execution_count": null, - "id": "b0398535-b646-4b3c-9029-0a8b8aa764f1", + "id": "5867d1ce-5c41-42ad-853e-ee4aaf151621", "metadata": {}, "outputs": [], - "source": [ - "tmp" - ] + "source": [] } ], "metadata": { diff --git a/simple_eta/__init__.py b/simple_eta/__init__.py index ee3df09..e5c1045 100644 --- a/simple_eta/__init__.py +++ b/simple_eta/__init__.py @@ -1,2 +1,2 @@ -from .generate import gaussian_2d, Generator +from .generate import Generator from .plotting import plot_gaussian \ No newline at end of file diff --git a/simple_eta/generate.py b/simple_eta/generate.py index dcf21b7..01e4dfa 100644 --- a/simple_eta/generate.py +++ b/simple_eta/generate.py @@ -2,19 +2,11 @@ import torch import math import numpy as np -def gaussian_2d(mx, my, sigma = 1, res=100, pixel_size = 25, grid_size = 2): - """ - Generate a 2D gaussian as position mx, my, with sigma=sigma. - The gaussian is placed on a grid_size x grid_size pixel matrix with resolution - res in one dimesion. - """ - x = torch.linspace(0, pixel_size*grid_size, res) - x,y = torch.meshgrid(x,x, indexing="ij") - return 1 / (2*math.pi*sigma**2) * \ - torch.exp(-((x - my)**2 / (2*sigma**2) + (y - mx)**2 / (2*sigma**2))) - def sum_pixels(t, grid): + """ + Given a charge density as a torch array sum it to pixels + """ if t.ndim == 2: resolution = t.shape[0] pixels = np.zeros((grid,grid)) @@ -45,14 +37,25 @@ class Generator: self.device = device def hit(self, mx, my): - x = torch.linspace(0, self.pixel_size*self.grid_size, self.resolution) + x = torch.linspace(0, self.pixel_size*self.grid_size, + self.resolution, device = self.device) x,y = torch.meshgrid(x,x, indexing="ij") t = 1 / (2*math.pi*self.sigma**2) * \ torch.exp(-((x - my)**2 / (2*self.sigma**2) + (y - mx)**2 / (2*self.sigma**2))) p = sum_pixels(t, self.grid_size) + if self.device != 'cpu': + t = t.cpu() return t, p - + + def dx(self): + """ + Return the step for normalizing of the gaussian + """ + x = torch.linspace(0, self.pixel_size*self.grid_size, + self.resolution, device = self.device) + return x[1]-x[0] + def uniform_hits(self, n_hits): x = torch.linspace(0, self.pixel_size*self.grid_size, self.resolution, device = self.device) x,y = torch.meshgrid(x,x, indexing="ij") @@ -126,87 +129,6 @@ class Generator: pixels[:,i,j] = ts[:,i*step:(i+1)*step, j*step:(j+1)*step].sum(axis = 1).sum(axis = 1) return mx, my, pixels -def generate_triangle_hits(sigma, pixel_size, grid_size, resolution, N=100, device = 'cpu'): - """ - Generate N gaussians. For even grid size use the four inner corners of the central pixel - For odd corners the whole central pixel - """ - - x = torch.linspace(0, pixel_size*grid_size, resolution, device = device) - x,y = torch.meshgrid(x,x, indexing="ij") - xs = x.unsqueeze(0).repeat(N,1,1) - ys = y.unsqueeze(0).repeat(N,1,1) + - - if grid_size % 2 == 0: - #For even grids spread hits over the inner quadrants around the center - low = (grid_size-1)//2*pixel_size+pixel_size/2 - high =pixel_size+low - else: - #For odd grids spread hits over the central pixel - low = pixel_size*(grid_size//2) - high = low+pixel_size - - mx = torch.rand(N,1,1, device = device) - my = torch.rand(N,1,1, device = device) - mask = (mx + my > 1) - mx[mask] = 1 - mx[mask] - my[mask] = 1 - my[mask] - mx = mx * (high-low) + low - my = my * (high-low) + low - - # mx = torch.rand(N,1,1, device = device) * (high-low)+low - # my = torch.rand(N,1,1, device = device) * (high-low) +low - - ts = 1 / (2*math.pi*sigma**2) * \ - torch.exp(-((xs - my)**2 / (2*sigma**2) + (ys - mx)**2 / (2*sigma**2))) - - - #Sum signal in pixels for all N depositions - step = resolution//grid_size - pixels = torch.zeros((N,grid_size,grid_size)) - for i in range(grid_size): - for j in range(grid_size): - pixels[:,i,j] = ts[:,i*step:(i+1)*step, j*step:(j+1)*step].sum(axis = 1).sum(axis = 1) - - return mx, my, pixels - -def generate_uniform_hits(sigma, pixel_size, grid_size, resolution, N=100, device = 'cpu'): - """ - Generate N gaussians. For even grid size use the four inner corners of the central pixel - For odd corners the whole central pixel - """ - - x = torch.linspace(0, pixel_size*grid_size, resolution, device = device) - x,y = torch.meshgrid(x,x, indexing="ij") - xs = x.unsqueeze(0).repeat(N,1,1) - ys = y.unsqueeze(0).repeat(N,1,1) - - - - if grid_size % 2 == 0: - #For even grids spread hits over the inner quadrants around the center - low = (grid_size-1)//2*pixel_size+pixel_size/2 - high =pixel_size+low - else: - #For odd grids spread hits over the central pixel - low = pixel_size*(grid_size//2) - high = low+pixel_size - - mx = torch.rand(N,1,1, device = device) * (high-low)+low - my = torch.rand(N,1,1, device = device) * (high-low) +low - - ts = 1 / (2*math.pi*sigma**2) * \ - torch.exp(-((xs - my)**2 / (2*sigma**2) + (ys - mx)**2 / (2*sigma**2))) - - - #Sum signal in pixels for all N depositions - step = resolution//grid_size - pixels = torch.zeros((N,grid_size,grid_size)) - for i in range(grid_size): - for j in range(grid_size): - pixels[:,i,j] = ts[:,i*step:(i+1)*step, j*step:(j+1)*step].sum(axis = 1).sum(axis = 1) - - return mx, my, pixels -