From 489b1dad8c3f8543ec995eecbbca8b84ac70b0df Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Erik=20Fr=C3=B6jdh?= Date: Wed, 19 Nov 2025 17:51:11 +0100 Subject: [PATCH] class for generation --- Vis.ipynb | 267 ++++++++++++++++++++--------------------- simple_eta/__init__.py | 2 +- simple_eta/generate.py | 143 +++++++++++++++++++++- simple_eta/plotting.py | 4 +- 4 files changed, 275 insertions(+), 141 deletions(-) diff --git a/Vis.ipynb b/Vis.ipynb index e053c7f..b0a88e2 100644 --- a/Vis.ipynb +++ b/Vis.ipynb @@ -10,23 +10,36 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 65, "id": "a7bafd1c-9c36-40c2-bf8d-3bba7fbc09f8", "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", + "from matplotlib.ticker import (MultipleLocator, AutoMinorLocator)\n", + "import time \n", + "\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 generate\n", + "from simple_eta import generate, Generator\n", "\n", "#General configuration\n", "sigma_um = 10\n", - "resolution = 200\n", + "resolution = 400\n", "grid_size = 3\n", - "pixel_size = 25" + "pixel_size = 25\n", + "device = 'mps'\n", + "\n", + "g = Generator(\n", + " sigma = sigma_um,\n", + " resolution = resolution,\n", + " grid_size = grid_size, \n", + " pixel_size = pixel_size, \n", + " device = device\n", + ")" ] }, { @@ -39,7 +52,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 66, "id": "8ae6ce69-313f-41d4-8019-64e93a5610a0", "metadata": {}, "outputs": [ @@ -47,14 +60,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "t.shape=torch.Size([200, 200])\n" + "t.shape=torch.Size([400, 400])\n" ] }, { "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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"text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -63,17 +76,20 @@ ], "source": [ "pos = (49.,43.5) #x,y\n", - "t = gaussian_2d(mx=pos[0], my = pos[1], sigma = sigma_um, res = resolution, grid_size = grid_size, pixel_size = pixel_size)\n", - "\n", - "fix, axs = plt.subplots(1,2, figsize = (10,5))\n", - "plot_gaussian(t, pixel_size=pixel_size, grid_size = grid_size, ax = axs[0])\n", - "axs[0].plot(*pos, 'x', color = 'red')\n", + "charge, pixels = g.hit(*pos)\n", + "fig, axs = plt.subplots(1,2, figsize = (10,5))\n", + "_, ax, mesh = plot_gaussian(charge, pixel_size=pixel_size, grid_size = grid_size, ax = axs[0])\n", + "axs[0].plot(*pos, 'x', color = 'red', label = 'hit')\n", "axs[0].set_title('charge')\n", + "axs[0].legend()\n", + "aare.add_colorbar(axs[0], mesh)\n", + "im = axs[1].imshow(pixels, origin = 'lower')\n", + "axs[1].set_title('pixel response');\n", + "axs[1].set_xticks(range(grid_size))\n", + "axs[1].set_yticks(range(grid_size))\n", "\n", - "\n", - "res = generate.sum_pixels(t, grid_size)\n", - "im = axs[1].imshow(res, origin = 'lower')\n", - "axs[1].set_title('pixel response');" + "aare.add_colorbar(axs[1], im)\n", + "fig.tight_layout()" ] }, { @@ -86,15 +102,15 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 67, "id": "6390e1ef-2216-47ed-a8ce-106b9a7766ed", "metadata": {}, "outputs": [ { "data": { - "image/png": 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ijtp6vb2/Ne4xmZTspnXr40zRw85AJtCzQ9ZZPL1ME0cWqOnt7frP2y/V1PEjHXszXlccOt2vsmSwFj5iv1jEaaRz94GjMSsPk3l/Rzu6tdJmvtFuyDZmi0Io/iSGHkNa+Mh21dzQdz28ZDetOw3j/vvNU7XgwtI0txI4jZ4dss66uibd/PhbkqSbH39Lv9vyoWsvIlxUoPEjBqnhSLtrz8JuscSUccNUc4Pz8Tp2Ht74vmvvy0vvZtVL9gtrrEN5drUn7Zib49/e3+rahmQX21gfl+xxQ06Pu7h8mP0DgDShZ4esYl7c8079GdZj9M5l9VjuF92LSHUOy+z17Whs1ffX7oqd25NcX9vkpw1OvRu7oTy3BS12ewMXPro9Uoy5en6l7qw6PaTr1ka3BS9Oj0tm03qmNrsDiRB2yCpOe7Csw3dmL8LraQaJhIsK9M0pBWrv+jLmQvzA1edFyohZX9vktw1OC2aeu2tmzMIap/vmhkL6/T9drNuf3BEXeNGHzq7csEcypDtnT3Bto9tCE7fHJbtpPVNn6wFuGMZEVnEa5qqeX2m7aMVt7igZ1o3Qd86ekHBfmd82OC2YsQad031/segCff38kpjhV6f/kFdt3BPptTmd+uA2RJzovSW7aT3dm92BROjZIauYF/eH/tB7SkFuKKSfLrpAi6eX2e5B81rw2M++NL8HsCZTdLlq4kj9200XSYZ0yfhhrm1yen3rfjdzCDNaj6Sd+1p1cfkw2zb2GIbrQpNMFpQG+hI9O2SdxdPL9MoPqiRJr/ygKjKkZtcb8FLRY11dk2bVvKabH3sr6XPV3HoifquKmO25e80ufX/tLm394NOkX9+8fcq4YaqeX2n72LvX9L6GXRunjR+ecKHJbVdUZH1lFyARenbISqOHnBPzv27cel7pmtNLpQ3RMtmeO6smSIZiTnCQTq/U3FY9x/acPqcFI9ZTGb5bVaFbZ1UQdOiXCDsEgnXo0ZTpQ0y9tKEv23Pn7AkqHXqO7nnmr7avYdc7tAtqu3MCn3ijUbfOqvDdJs6tQzYg7BBoqc45pftC3RdzYObQpJ/XsAa1l1D28tlkQ2kzQGLODgEXLirQ9VPHxNy2cGqpp+BKZq4v0aZtv/N7ybxeOl4j0aZxL59NsiXFgEygZ4dAa247rud2HYi5bf2ug7r/G+clPFXA79ya115MuvaZub1eqq/h9/BVu8+mL4eQgUQIO2S1w8dOqOloW9LDiOms4ej2OL/h6GV+z42X17O+ht8hWafA9PrZJBqyZS4PfYmwQ1ab+6stOv5lyLanZHextN6W7ByZ38f1dS/G7+vZ9QKrJo5MGDZ2oWwevhr98iEpUtEm+jm9rPRkLg99gbBDVjp87IQkOfZc7C6Wks5YDce+3nztVHLsyBcn4g5StesFVtfWS6fO80tL2ISk598+2FvH1PL5J1rpmantIEA0wg5ZqbGlPe626DJVdme6RR/G6rWGo9tQmp95r74ucGx9PbN26D3P/DWm57ZjX6veP3Qs/rDYqH/7DRu7k98Nc3+fQ4Axl4czjbBDVhpfXKgWy21mT8m2WLTNyQDRF1C74TinoTRrAGZrgWPz9Xbua9Xda3bFBH31s73l1pzO5LPyEza2vUrF/wycnpMSZDgT2HqArGRWTrFbPl84MNfTc7hdQJ2G0n639cOUSov1dYHjcFGBhhUOjO9pyTnockK9c2zR/ISN3daGZfMrPZ9vl+7tF4AX9OyQ1V75QZX2H+2K6Sm1d51M+LicUPzZcNGchtKsQ3HLa+szPpeU6qpEu56Sk58sOF/XXBjW1g8+TWnI1a4XO3RQnufn5Jgf9DXCDllt9JBzNLZ4cMxtXi7uN04vc11w4XUorseQVv+pQT+65qtJtD4xL6sSE4Whdf4uR/Y9uxxJ11wYVrioIC1h4/V0CLP9hQNz1fRZh0KhkC4pH5by1gjAD8IO/Y714m5nbV2T7vn637kuqbcuKLE7qFWSHt/akFIBZKeLuJdVib/b+mGkt+lno/rWDz5V9bP1kcALSVp5w+S4EyMyXR80OsyjhSTV3HD6vdiF/qKLwmltG85uhB36peiL+wtvH9Ca/9of8/0eQwkXXNj1RI580anH3miIfS7Jd01Ik1vPLdGqxN9t+VArN+6JeU/JblSvvqayz/exWcM8mqHTQ8RS/OraH9W+o1nnxh9mCySLBSrot8zFIPd8/e89L45weg4zJL5zRYXr4g0/9TIT1YZ0qz/Z3HZcNVFBZ7KegG5XG9N83eiMeXjj+ynXpExU99PKLsyjmX+QOIX+vpbkTpsH7BB26JeiL7zpXN0XLipQzQ32z2UXXstr6/X2/lbb53LruZmv5dRuu71sUm/vMFHwOr3ujsZWX2EV7XdbPtTMlf5WqZqVVpyY78Up9MuL2YqA9GEYE/2O09Bgulb3OT3X6m0NtgtYFj6yXdXzKzV5bFHM0KbTQprdHx/VjAnFrq/l9Nhl8ysTViGxe2xI0vfX7kpqIczvtvobTvUidKoN5uPtNuR7ObgX8IqwQ7+SaFFHuhZc2K0UtM7lmQwpEgbRQRIuKtCy+ZVauSF2OPLhl97XdRedPmbIrt12KyyXza/sPY1c7r3GGROKbVdnWj+zypLBau86qYoRhdr6waeOG+zdhlPd5jGdeqff/9rf6abLyhKu5Ozu7rb9vIFkEHboN5rbjuuPuw+ekVJTThduK2v4Th5TFHcfr+11660mqkIS/diW9k7dvWZXXBsWPrJdhhQpNWb3HhqOtMtuwWuOYodT7YLSqY3WoDNlYnUoYGLODv2COT/18xfjexl9UWrKbl7JSfS8XKJDUBNxqsjiNN8nSS+8fUB/3H1QkjRjQrEuKR9m23Yzg+zCzHwPTu870XBquudSgVTRs0PWc1vC3lcX0LjCy5IUsg+K6DDLZIFou711M1e+FrO3ztzLFjOs6aHaivke4oZTQ6eHU730tKmUgmxB2CHrOS1hN0tfSdL2D49kvPKG9cIt9S6d333gqB7e+L5jmC2eXqbKksGqa2zV9PHDNGVc+vaPmUN/zW3HYzaRS7F72aKLRn/W0aX/Z/27zrUzFVtqzS6wnDaLS/E9V4YnkQ0IO2Q9p7kfs8aj30NAUylLZb1wm8OM100pdey99MVBpU5zitGb66M/q5AUdwCr1Nu+5+6aGRfI0e87G3ragF/M2SHruc1PuW3aluI3QvvZFO63jXZza4k2llu5bdx2+57TnjZzL5u1HebClJsvGxe5COSGQlq5aHLCnqdbT3tb9RxOHEdWomeHfsFuKG37h0dc54usPaplV1fG1L7sixOy/RxU6tYDjP5eKCRVz6/UdVNKY3qoNTdMjq2HGbWXze6z6jGkay8co3u+9ve+5tScimhPGz+MHh2yFmGHfsM6hGj2ZqKv4SGHnkyPIa3auEc9luc8aRjaua9Vwwp7Q0NSTIBk4vgdu9WYbvsHpdgerGFIKzfsiezfs26s39HYqlBIurj8dPi4tcPvnJpdIe4eSdc/uj0jQ7RAOhB2yGpvNbRowugi7xfjUxdz29PMHR6y9NQeNHMY0FBvgFw/dYye23UgpmdorZKSiNNqTCl2UY1bD9CQkbDGZHQP9ZtT4tu29YNPY1aOhhKc95eIuehm4aPbY87/y3RPGUgWYYesVLvzY50j6bYn/6LunpBtj8FuUYYhxewPizuvzuU1o5+rx5Ce3Xkg5t92VVK8sNsiMKvmtdMhOr9SY4YWxPVSo+tgWjd+W7ltVLcrDB0yFOk1Jqu962Rcm5zawVl1ONNYoIKs09x2XCteeDfyb6dFHW4btu0WtSybX+l5Y7ibZBaZmAtYpPhFNSs37ImrcCL1htvWDz5VuKhA1fMrXdvktlHdqZcbfXpCMuwWxYSiAtqUqUVBgB/07JB1vC7qSLRh225Ry9BBea6HvnqVzCITp/dmsuulLn+2XoX5A3TdlFIpat4xelN7ouX+XucN08LyJpzmIqPrctLTQ18g7JB17Hps0bUYoyWq0GFdfBG9ufruNbviAsYcSswNhTRv0mhtfOeQbRv9LjJJdJqBkx5Jd6/ZFQnOPy3/Wtym9kSrKDNVxcVtGDm6GLTdHy7mXF+m9h0CVoQdsk64qEArrp0kHdoduc1Q75Ce3UUxmdWECy4s0BedX8adKnDdRac3hzccabcNO2uFEZOXHqndSkYvzODcVj0nMhxqPp85bOrWS8pE2S4vPUancGdRC/oaYYesNOvvRmhHVM6Ypa8GDczVtPHDM1JbUlLcIoq4RS4OFUYk78OF0a+7++Ojevil06XGFk4t1fpdB22D0G7o1E91lnSX7fLSY7Q7qshu+0emT60ACDtkpcaW9rjbegzpnmf+mtahLzMAnELD7mJuF3TmasNl8ysjdTJDIWnxpeNcX3fGhOKY3mS4qED3f+M87WhsjRy2arIGp5dh00zz0mOMvs+ggTm6/tHtfTN/CEQh7JCVxhcXqsXhe+m+qLuFhpeLuTUovzGpRBvfOSTDkNa81aRn3mqKnD5gx67e5jenFOj19z+J2f6wcGppzP38VGfJJC89xuj7ZOoUCMANYYesNHrIOZIU2Tpglc6LeqLQiF5sISnmNe2C0jrPF336gNf2Nrcd13O7DsTctn7XQd3/jfM8VUVJp3TvkePYH5wJhB2y2is/qNLbBz6PWznp5aLu9SKdKDTc5sXcthJEiz59wItkFrtkopeUqRMbOPYHfY2wQ1YbPeQcLSgeHLNy0stFPdFF2hqETqGRaF7M61aCHJvN1nbMdhUOzLVdHDNoYGwdiEz2krJhThBIF8IO/YKfi3qii7RTENo9v5chzpWLJmv5s/WOpciiTx9wY23X9VPHxKzM7DHsiy1nqpfUV3OClBJDXyDskPWiL4bRe8ycuF2kJcUcg9NjSNVR82nWi62XebHF08tUmD/AtuTXv3z973TjpWUJL+J2Ab1+10H9/p8u1u1P7ohpb1/1rvpiTrAvDrYFJGpjIsvV7vzYd11Ft5qZO/a1xlf9MKSd+1ptn8vp4Fhr0FxSPsz2Nb0EneQc0A1HOuLae9Iw9OLuZsfanOni9b0ny+/BtkAq6Nkhq6144V31GL0XW6+9Grc5OMP4zPYxbsVMvAyhprpYpHBgbtzJBrmhkKaPH2Y7J/izF9/TLza8l/GeUCbnBJ0Cfkdjq4Z/pV1lQ/PT9loAYYesluyckdNFetr44XH3DUm6ZHz8RvFoXubFkgmG5rbjWr2tQY+90RC32tTcwO5UXqyvhjSdtl5k4mDbkBTZTF8wwFDN9JSbD0gi7JDlnIYjvbALqP/58vtx96u5YXLaLuB+FotEz1dFy5FUe9eMSKUWM0Rf3N2sn734Xsx9+2ITud28miTHuTavn6FdKTFDihnWlKTDx05obHFext4fzg6EHbLaimsn6Ufr30vLPrK397fGVCQxVZYMlpTcYgkvF3a7+1jnq6L1SOroil3b2Vu8OqxfbHivT0tt2c2rLX+2Xgopbq6tauJIbf3gU1+fYdXEkfq3my7qTbmQbBf57Gvp0Njiwel/czirEHbIaosuHquqyhLt3NeqHsOwHYb06r8a7efr/tLYqlFDzvF97pqXcHS6j9tmdKcA64tN5FZOB79aV82cNAzt3Nfqa1+e9bNZdnWl7fxkeTF1M5E6wg5Zz29vwcm5Iwptb582fpjzuWuPbJch+6G6RBd2t/s4bUbPkfTA1efZliaT+r7Ull07c6SYnp3UG9A9huG44OSbU2LbaffZrHppT0whbXMVqFk6DkgFWw+Q1Q4fO5GW5enr6pp0x1M74m6/4eIxmjJumO12BUlx+9vM1020ly/RfazL+nNC0nevPFfLrqnUqpf2uG61ME9L6IsN2HbbD1beMNl2S8K08cNtP8Pvr90VeR/m2Xs79rXG9xgNqeWLTm2rnqNn7rhcr/ygKqPvDWcXenbIao0tqVfxsJsfC0l6/JZL9PXzSyTZLJaw6XVFv66XDdeFA3MjJ5/b3cfspe1obJVC0rhhBTHH3ySz2jIT1UicepN2t9lVkzHfx9GObq16aY96jN7P3/rZSNLjWxt066wKzZhQrO7u7rS0H5AIO2S58cWpV/Gw62EZkhqOdKi57XjkQp3o3LXo+paJ5s/M+Si77QTRIRQ9RGt38fcT7JmsRmK3/cBu5alTNZmThqGajXsi7+/UepQ4PfJXMBvwirBDVhs95JyUF2U4zY/Zbcy2nrtWXVsf2ehtGL3hZN7Xqcdj15PMCcVuJ7C7n916lZCPAtLpKtps1zv0E6RmNRnr+7f7g8OKg1yRKczZIestnl4WmcfZVj3Hd2/FOu8UzW0OsGriyJgrsqH4+9rNn9muYDRitxM0tx3XH3cfTHw8UKLvu7ymdQ7Ri3V1TXHl2fyW9bKb51s2v9J2z+Ty+ZUZK0cGRKNnh6yXjnmoZDZmNxxpT2pY0c/5eIkY8jasl46izU6h9usbp/ieN7Xr9Q4tyIvroS+eXqbrLipV45EOdXR166Mj7Xp7f2tMDxhIB8IOWa1258davv5vaZmH8rsxO9kA8XM+XrScU7UxnRa0JPuaXjn1DnNCoaQ/h+jXdxr2DRcV6H++/H7Mhv8bLh6jmusneW47kAhhh6yWTCFoN35CIZkAMXuhVRNHalv1HE/n40nSTxacr2suDGvrB5/GvJ7bnrvo16sYUZjyHjyncL+4fFjaNrPbLWqxq2zz7M4D+r8uHeP7+QEnhB2yWjoPD00URHb8BIiXRRxOgXLNhWGFiwpiXm/3gaNatXGP4/M5vV4m/hCwrlRt7zoZs5I1FU6VbXY1HVXi0wsBbwg7ZLVUCkFHS3VZvnFqcNFp/tDrakgvvUXz//8fj7/p+HzpXH0ZzS3cw0UFaatmE+1ShxJwU8uGqqk1pacGIgg7ZLV0FIJOJRiiQ9LMXbvyYYmqpUTz0ltM9Hx+Xs8vp5Mb0hGwdn8sTBk3TDdcPCZuzu6CMUPV9HZKbwWIIOyQ1cxC0KnUgkw2GNz2wVkv9H4XsyQ6Csi2JmVI6ujq1vYPj6hwYG7Kqy/9SjVg3XrX//rfL9I/zSjXXxpbNW38ME0ZN4wKKkgr9tkh66VaC9Ku7qWXYHA7mUCK3cdmt7cslT1jdnsDewzptid36ObH3tL1j27X9VPH9OkeNbvPMSckHfniRMJapV726k0ZN0y3XXku2w6QEfTsEHjJLst3qrxisgZmuk8kWDy9TJUlgyMnL0TrMaT1uw6q9q4Z6ujqSfh60cOHUm+QFw7MdTy+yI71cwyd2ipxzzN/TTh/l8lhV8ALwg5nhWSCKO7iLkmnLvBOgennpHIv2rtOOhZROWkY6ujq0YwJ7msWneYdTX4Wmpif4859rbp7za64UyGc5u/chnkzUbwasCLscNZIJoisISmpz86Sk9x7l16GYr3U3/S70CRcVKBhhf6qyzj1rjOxuhOwQ9gBNqy9DbutAak+p5cejRkS1c/GnqAQkmKqsjg9T6J5R5PfIcVkqsvY/eEwq+a1tG+fAOwQdshqh4+dUNPRtj4d4kq0Jy+ZYTfrc14/dYye23XAU4+mauLIyPyYKRTqvT1RWytGFNoeHWTldyWnn3lQpz8ctn94hHk89BnCDllt7q+26PiXvbUZl11dqclji2w3dKdrzifRXrJkNqe/vb81pmfWYyhmT1mPIS2vrVdlyWDblYhOpyjs3Nealo3lya7k9DIP6vZ5paN4NeAVYYesdPjYCUmKuZCv3LhHUuxFM90HliY6KsdvuKyra+o9Ey/B6/YY0rce2a5VN3gvMdZjGLZt3dHYquFf6Q1/u5MbpN5anNPGD/O0ktON2zxooj8c0lG8GvCKsENWamxpd/yeedGsLBmc9pJZ9Qfa4m4zext+l8+bF3sjUdJFqX623nOJsWnjh8eFYEjS99fuioT/sqsrXWtxZpKXzyvd2zUAJ2wqR1YaX1zo+v2ThqH/7y8fp+XAUlNz23GtOtV7jPbA1efFVEmJ5jbs5rQ4JEe95bBszpKVIWlHY3xBSKcDbG+/oiLyH7H5v9Hh//BL72vZGTog1ZwvjGb3eaVaNADwgp4dstLoIedIku3p4qan32qKu83PnI91rs8pnC4cO1SS/83pTiW/nrtrpqaMG6aTPT1a/9fmuMc5veXoIUPr8O13rzhXF44r0t1rdsU85qRh6MIxQz2f8pBOWz/4NObf0StIgb5G2CGrvfKDKu0/2qXdB47q4Y3v66TLmKCfXovdXF/VxJGuCyaa245r3PBBnquWOIXjlHHD1Nx2XH+wCzpJF5fHLlKx27JgHb59YluDau+a4dj+dG92N9u1Y1+rDMPQtPHDbU+BiNkucWoFKXAmEHbIaqOHnKOxxYM1Y0KxrptSqhd3N+tnL74Xdz/z8FMvF3SnhRPbquc49tzswjFR5RLJeU7KaeHIHVeeG/Me7F533PBBtsO3HV09Me3PkXTbFeM9fR7JbKWIXmEaklRzg/spED2G2FaAM4awQ78RLirQggvD+sWG91JacOG2cMIunPwebWO3r8x6P7shzpCkBReWRB5fODDX9nXdenAzJhSrauJIrd7WqMe3faTfv9Ggx7c1OK5STWY1q12vzZC0PGpxDdsKkG1YoIJ+JR2nCyRaaGJdMLFjX6vnhTDr6po0q+Y13fzYW5pZ85p+t/VDT+9D6g2MhY9s18yVvY9f+Oh21x6c22fw+LaPXE8YkLydRGDHaW6zR8rYKRBAqujZod+JLkbcc2q+yOSnBJeXhSbmcJ2VXS8lrg6lIa3csEcypDtnT7B9H9ZTDWJ6Sy71MM0enN2iE69bJJI9icCpKkuOFHcKRGXJYNU1tmr6qTPqgDOFsEO/9PxfD6pm456YU8MleR6S87K/y264Tqdezy4cnXo8qzbu0XUXldq+htupBpHXU2+vyRrKTotO6j923isYLd1DjcvmVyacb/S64b+57bg+PBz/PoBkEXbod3639cNINRXpVLmtZ+ulUOwes+W19Ro0MDdupaDJDIvmtuPa/uGRuN6gU3j9rxun6ptTSuNurxhRGFfDUjo9vOf16JtouaGQ59Wf0qm9gi/Z7BWcf57tcUQxC1pC9vezclpcc+HYoQnnG71s+DdDMi/H0MOXSrU7P9biyypcHwMkQtihX2luO64am43fPVLcuFqPkfhg0WRqN14y/vRwnHXYtHp+Ze/QpWIfE719wbp4JdGZeX6G/xz3Co4Zanv/xdPLdLSjWzUb96jH6O2FDi3Ic+2BOX0uuz8+qv/x+Ju95+bZhL6XIVLrULAkPfTC31RVWcJ8H1JC2KFfaTjS7qv8luTcq2huOx5XoLm6tt5z7Ua7oLyzaoJ0KjSsQ49OwZrMmXlOc5N+hybNnmD0Z5CoB2b3uTww/7ze9xw1X2nlZYiUE82RKYQdsl70hT3RsJ8Tuwvmjn2tccNxxqnTBBZc6F670W07wp2zJ+i6i0p9bV/wc2aeW2/Ub5WXZOp9NhxpV9XEkTFVWdxKo9nNNzphywIyhbBDVqvd+bGWr/9bzIXdOs904/RxWvNf+12fx+6CaTh0Ea032y0ESRQS1sekq8fiZc+fn+LKfsIl0YITu+fxM98oxYa1OS794LVfpVeHlBF2yErmET8PPv+ueozevVrRlU6iexWStLZuf1yYmMvjnXoV08YPj1tCH5Ji5uSc2C2/D0mOPRCnUBk0MMd2cYwTr6HptTyY156gl57psqsr44Zvvcw3WodkzbD+6PAxHXnvTS26eGzC5wASIeyQddbVNWnFH3arZnr8Xi7zwm6tkm8tk7VsfmXcUKJVuKhANTdM1vJn69Wj3iG3lTdMTroX4TayahcqC6eW6vpTG8edFtFEr25s7zqpwoG5aQnNaIl6gs1tx/XH3QddQ3ZdXZNWvdQbdKFTqzq9bDNw6i2Giwo0YtAAbYivDAckhbBDVjF7EHkOtX2chticNjAnuvAne56a0/L71dsa9aMF5yd8rUEDcyJBJ9kPR0YHgSknJF0/dYzW7zroKzQTceoJ2rXBZP4s7DbTP7zxfV03xX5voclvGTYgFYQdsorTQgfJfZFDKhuYkzkRwKmKyOPbPtKtV4x3XckYLirQ9g+PuPaU7JbgS72BsH7XwchcmF1oLq+tV2XJ4JQrlry9vzVmtWq06J9FovfihJWX6EvUxkRWsatbmROSfnPT1JhDS6MlW+PRL3PzeXPbcYWLCnTHlfEbnc3K/okkqs/pFvpmfcwZE4rV3nXSNhAXPrJd6+riz/vzal1dkxY+ut026H6y4PyYn4XfQ21NyT4OSAZhh6xiV0B45aLJ+qbLkJhbDyFdogs8z6p5TevqmnTrFRVJX6wTFUq2CwK713C6n6HkAz9SJs1h6NJ6woT1veSEpO94OFqIYtHoS4Qdss7i6WV65QdVknoPb3UbjmxuO66WLzplvd6HQs4rI/1y6jlKSulivXh6mbZVz9Ezd1we6SmZvUfrc5vs6mOuXDTZNvCSDXy3PXPma0f3cqPfy3erKmQY0mNvNET+KEj0GdTeNUP/94LzVXvXDN9zjYBXzNkhK40eck7M/9qxHiAaw+emczd+z7/zI3q+0G7e0dxiMWhgjuN+NbvTEyT/Q4LRKz+tKz5zQtJzd83UlHHDXOdHH3+jwVc1llTmWgE/CDv0G9H7sSQ5B516s85LHcbo/V3JluBKZoGLXVucTk/3ciL6lHHDVHOD98opVtbQsa74NPfMua2g9LLgxPozZDUm+gphh37BejFePH2ca+ctUa/G7uL+3K4DaSnBlYx0rExMtpdpF2DRKz6jn8upnTsaW3XJ+GGufxRYP/PbrqhgNSb6DGGHrGd3MV7rUh4sURjZPd+zOw9Evp9qCS6n13Q7VDZdNSGT6WU6BZi54jNROyXp+2t3xZVyi/452H3mT2xriNu+wWpMZAphh6xndzE2JNtyXT/91iT9t6+O9r2/yyqVElxWXualEvUevZzAniw/QWu206w6YzL39/2p+msxpdzceoQ9hvTdqgo98UZjxnrMgImwQ9ZzuhjHHSuj3lqaAwfkxISJNSi8nJzgpYfhJYD8VAlx6j36XcThNxj9DtMunl6mwvwBunvNrpjbewxp9Z8a9KNr4gs3O/0Mb51VoVtnVSTdYwa8IuyQ9Zwuxounl+nyiuExqxCtYeIUFMuurow57Tyalx6G1wDyOxdn7T36LamV7OpGv8O0l5THz89J0uNbG3TrrIq4xycKVOt7bjjSrrKh+QnbDXhF2KFfcLoYt3eddCwWLcWv9lt+6nDWyWOLbF/nJwvOj9s0LbmvBLUe+hot1bk4P2GZaq1JP8O04aIC3XZFhR57oyHm9h45r4L1EqjRYV0wwFDNdE/NARJiUzn6jXBRQdxpB24lp5zmiVb/qcHxcXZBZ62e8u//Z6/joa92bU5l47mfklqpVpKxbhRPdJ/vXFERt5k/UZDb/Qyjn9sa1tLp456AVNCzQ79jnZNyGx5zG2pL9hy3ZxxWgjqcBZvSSk4/82l2vcgceask42X40+4+qezts3JaOLSvpUNjiwcn9ZyAyVfYrVy5UrW1tdqzZ48KCgo0c+ZMrVq1Suedd17kPkuWLNGTTz4Z87jLLrtMb775ZnpajLNa9AU3JKl6fqXunD3BNkwSDbV5CSGnlaBWoVP/xywSbeU0ROhlMYnXsDSDMXqI1ZC09YNPEy5oSTT86bbp3W71ZTKcFg6VF7MVAanzNYy5ZcsWLV26VG+++aY2bdqkL7/8UvPmzVN7e3vM/a6++mo1NzdHvjZs2JDWRuPsFHdumqSVG/fod1s/dBweSzTU5jasJjkPIy6/pjLuP5671+zyVA/SZFdc2kmidpqqJo5UdDlNLwWhvQx/Jpo79NK2ROyGfCX3knGAV77C7qWXXtKSJUs0adIkTZkyRatXr1ZTU5N27NgRc7/8/HyVlJREvoYPH57WRuPs5DTMtWrjHseLebio9zTyZOfMnObc7qyaoD8t/5p+c9NU5YQUtxo00WkDmTqWKJl5Oy/zgn11HE90cWyzGDiQDinN2bW1tUlSXJht3rxZo0aN0tChQzV79mz9/Oc/16hRo2yfo7OzU52dnZF/Hzt2TJLU3d2t7u7uVJqHfsz82Uf/DpQNzdc5uYbtMOJHh49pxCD7X+dFF4U169xh2tfSofLiQRo95Bxfv1tOjx8xaICGFuQoLyduuYpreyTpw8NtST0ukbKh+SoYYMSt/hw3dKDjex4xaIBWLvyqHnrhb5G5twevPV8jBg2IPMbLfdJlxKABGlE2xPZ3AGeXdP7sQ4bhNK3uzjAMfetb31Jra6veeOONyO3r1q3TV77yFZWXl6uhoUE/+clP9OWXX2rHjh3Kz4/fN7NixQo99NBDcbevWbNGgwYxVg8AZ6uOjg7dfPPNamtr05AhQ1J6rqTDbunSpXrxxRe1bds2jR071vF+zc3NKi8v19q1a7Vo0aK479v17MaNG6fm5mYVFyeu9o5g6u7u1qZNmzR37lzl5eXFfG/19gb9atMH6jF0qofxVS262Pl3MNNqd35s6fF4a0+yj/Pi8LETMT3R/sjtdwBnh5aWFoXD4bSEXVLjJffcc4+ef/55bd261TXoJCkcDqu8vFx79+61/X5+fr5tjy8vL49fcNj+Hnx39kRde9G4rCkxtfiyClVVlvhuT7KP82JscV5glutzLTh7pfPn7ivsDMPQPffco+eee06bN29WRUVFwse0tLRo//79CofDSTcSsErHGXLplGx7su19AEHlazXm0qVL9fTTT2vNmjUaPHiwDh06pEOHDun48d4VZF988YXuv/9+/fnPf1ZjY6M2b96sa6+9ViNGjND111+fkTcAAEAivnp2v/3tbyVJV111Vcztq1ev1pIlS5Sbm6v6+no99dRTOnr0qMLhsObMmaN169Zp8OBgDKkAAPof38OYbgoKCvTyyy+n1CAAANKNQtAAgMAj7AAAgUfYAQACj7ADAAQeYQcACDzCDgAQeIQdACDwCDsAQOARdgCAwCPsAACBR9gBAAKPsAMABB5hBwAIPMIOABB4hB0AIPAIOwBA4BF2AIDAI+wAAIFH2AEAAo+wAwAEHmEHAAg8wg4AEHiEHQAg8Ag7AEDgEXYAgMAj7AAAgUfYAQACj7ADAAQeYQcACDzCDgAQeIQdACDwCDsAQOARdgCAwCPsAACBR9gBAAKPsAMABB5hBwAIPMIOABB4hB0AIPAIOwBA4BF2AIDAI+wAAIFH2AEAAo+wAwAEHmEHAAg8wg4AEHiEHQAg8Ag7AEDgEXYAgMAj7AAAgUfYAQACj7ADAAQeYQcACDzCDgAQeIQdACDwCDsAQOARdgCAwCPsAACBR9gBAAKPsAMABB5hBwAIPMIOABB4hB0AIPAIOwBA4BF2AIDAI+wAAIFH2AEAAo+wAwAEHmEHAAg8wg4AEHiEHQAg8Ag7AEDgEXYAgMAj7AAAgUfYAQACj7ADAAQeYQcACDzCDgAQeIQdACDwCDsAQOARdgCAwCPsAACBR9gBAAKPsAMABB5hBwAIPMIOABB4hB0AIPAIOwBA4BF2AIDAI+wAAIFH2AEAAo+wAwAEHmEHAAg8wg4AEHiEHQAg8Ag7AEDgEXYAgMAj7AAAgUfYAQACj7ADAAQeYQcACDzCDgAQeIQdACDwCDsAQOARdgCAwCPsAACBR9gBAAKPsAMABB5hBwAIPMIOABB4hB0AIPAIOwBA4BF2AIDAI+wAAIFH2AEAAo+wAwAEHmEHAAi8jIXdo48+qoqKCp1zzjm65JJL9MYbb2TqpQAAcJWRsFu3bp3uvfde/fjHP9auXbt05ZVXav78+WpqasrEywEA4CojYffLX/5St912m26//Xadf/75+vWvf61x48bpt7/9bSZeDgAAVwPS/YRdXV3asWOHqqurY26fN2+etm/fHnf/zs5OdXZ2Rv7d1tYmSfrss8/S3TT0I93d3ero6FBLS4vy8vLOdHNwBvA7ADMHDMNI+bnSHnZHjhzRyZMnNXr06JjbR48erUOHDsXdf+XKlXrooYfibp84cWK6mwYA6IdaWlpUVFSU0nOkPexMoVAo5t+GYcTdJknLly/XfffdF/n30aNHVV5erqamppTfHPqvY8eOady4cdq/f7+GDBlyppuDM4DfAbS1tamsrEzDhw9P+bnSHnYjRoxQbm5uXC/uk08+ievtSVJ+fr7y8/Pjbi8qKuIXHBoyZAi/B2c5fgeQk5P68pK0L1AZOHCgLrnkEm3atCnm9k2bNmnmzJnpfjkAABLKyDDmfffdp3/8x3/UtGnTNGPGDP3+979XU1OTvve972Xi5QAAcJWRsFu8eLFaWlr005/+VM3Nzbrgggu0YcMGlZeXJ3xsfn6+HnzwQduhTZw9+D0AvwNI5+9AyEjHmk4AALIYtTEBAIFH2AEAAo+wAwAEHmEHAAi8rAs7jgY6e6xcuVLTp0/X4MGDNWrUKC1cuFDvv/9+zH2WLFmiUCgU83X55ZefoRYj3VasWBH38y0pKYl83zAMrVixQqWlpSooKNBVV12ld9999wy2GOk2fvz4uN+BUCikpUuXSkrfNSCrwo6jgc4uW7Zs0dKlS/Xmm29q06ZN+vLLLzVv3jy1t7fH3O/qq69Wc3Nz5GvDhg1nqMXIhEmTJsX8fOvr6yPfe/jhh/XLX/5Sv/nNb1RXV6eSkhLNnTtXn3/++RlsMdKprq4u5udvFiT59re/HblPWq4BRha59NJLje9973sxt1VWVhrV1dVnqEXoS5988okhydiyZUvktltuucX41re+deYahYx68MEHjSlTpth+r6enxygpKTFqamoit504ccIoKioy/uM//qOPWoi+9i//8i/GhAkTjJ6eHsMw0ncNyJqenXk00Lx582JudzoaCMFjHu9kLfq6efNmjRo1ShMnTtQdd9yhTz755Ew0Dxmyd+9elZaWqqKiQjfeeKM++ugjSVJDQ4MOHToUc03Iz8/X7NmzuSYEVFdXl55++ml95zvfiTk4IB3XgKwJO79HAyFYDMPQfffdpyuuuEIXXHBB5Pb58+frP//zP/Xaa6/pX//1X1VXV6evfe1rMWcgov+67LLL9NRTT+nll1/WY489pkOHDmnmzJlqaWmJ/HfPNeHssX79eh09elRLliyJ3Jaua0DGjvhJltejgRAsd999t3bv3q1t27bF3L548eLI/3/BBRdo2rRpKi8v14svvqhFixb1dTORZvPnz4/8/5MnT9aMGTM0YcIEPfnkk5FFCFwTzh5PPPGE5s+fr9LS0sht6boGZE3Pzu/RQAiOe+65R88//7xef/11jR071vW+4XBY5eXl2rt3bx+1Dn2psLBQkydP1t69eyOrMrkmnB327dunV199Vbfffrvr/ZK9BmRN2HE00NnHMAzdfffdqq2t1WuvvaaKioqEj2lpadH+/fsVDof7oIXoa52dnXrvvfcUDodVUVGhkpKSmGtCV1eXtmzZwjUhgFavXq1Ro0ZpwYIFrvdL+hqQ8hKXNFq7dq2Rl5dnPPHEE8bf/vY349577zUKCwuNxsbGM900ZMA///M/G0VFRcbmzZuN5ubmyFdHR4dhGIbx+eefGz/84Q+N7du3Gw0NDcbrr79uzJgxwxgzZoxx7NixM9x6pMMPf/hDY/PmzcZHH31kvPnmm8Y3v/lNY/DgwZH/5mtqaoyioiKjtrbWqK+vN2666SYjHA7z8w+YkydPGmVlZcayZctibk/nNSCrws4wDOORRx4xysvLjYEDBxoXX3xxzDJ0BIsk26/Vq1cbhmEYHR0dxrx584yRI0caeXl5RllZmXHLLbcYTU1NZ7bhSJvFixcb4XDYyMvLM0pLS41FixYZ7777buT7PT09xoMPPmiUlJQY+fn5RlVVlVFfX38GW4xMePnllw1Jxvvvvx9zezqvARzxAwAIvKyZswMAIFMIOwBA4BF2AIDAI+wAAIFH2AEAAo+wAwAEHmEHAAg8wg4AEHiEHQAg8Ag7AEDgEXYAgMAj7AAAgff/A4BDJIsBPm4uAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, @@ -102,17 +118,27 @@ } ], "source": [ - "mx,my, pixels = generate.generate_uniform_hits(sigma = sigma_um, pixel_size = pixel_size, grid_size = grid_size, resolution=resolution, N=300)\n", - "\n", - "\n", - "fig, ax = plt.subplots(figsize = (5,5))\n", - "ax.scatter(mx,my, marker = '.')\n", - "ax.set_xlim(0,grid_size*pixel_size)\n", - "ax.set_ylim(0,grid_size*pixel_size)\n", + "fig, axs = plt.subplots(1,2, figsize = (10,5))\n", "ticks = [tick for tick in range(0,pixel_size*grid_size+1, pixel_size)]\n", - "ax.set_xticks(ticks)\n", - "ax.set_yticks(ticks)\n", - "ax.grid()" + "\n", + "for ax, func in zip(axs, [g.uniform_hits, g.triangle_hits]):\n", + " mx, my, pixels = func(300)\n", + " if g.device != 'cpu':\n", + " mx = mx.cpu()\n", + " my = my.cpu()\n", + " \n", + " ax.scatter(mx,my, marker = '.')\n", + " ax.set_xlim(0,grid_size*pixel_size)\n", + " ax.set_ylim(0,grid_size*pixel_size)\n", + " \n", + " ax.set_xticks(ticks)\n", + " ax.set_yticks(ticks)\n", + " ax.set_title(func.__name__)\n", + " ax.set_xlabel(r'x [$\\mu$m]')\n", + " ax.set_ylabel(r'y [$\\mu$m]')\n", + " \n", + " ax.grid()\n", + "fig.tight_layout()" ] }, { @@ -125,35 +151,44 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 68, "id": "168d967c-94a3-4b32-aa14-4a248035e5c6", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "99\n", + "Duration: 12.617s, FPS: 7.93, hits/s: 7.9e+03s\n" + ] + } + ], "source": [ "# Cluster file has the format\n", "# int32_t frame_number\n", "# uint32_t number_of_clusters\n", "# int16_t x, int16_t y, int32_t data[9] * number_of_clusters\n", "\n", - "generate_hits = False\n", + "generate_hits = True\n", "n_hits = 1000\n", - "n_frames = 1000\n", + "n_frames = 100\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'test_{grid_size}x{grid_size}.clust', 'wb') as f:\n", - " \n", + " with open(f'.data/test_{grid_size}x{grid_size}.clust', 'wb') as f:\n", " for i in range(n_frames):\n", " print(f'{i}',end = '\\r')\n", " #Generate a new set of n_hits hits\n", - " mx,my, pixels = generate.generate_uniform_hits(sigma = sigma_um, pixel_size = pixel_size, grid_size = grid_size, resolution=resolution, N=n_hits)\n", - " \n", + " # mx,my, pixels = generate.generate_uniform_hits(sigma = sigma_um, pixel_size = pixel_size, grid_size = grid_size, resolution=resolution, N=n_hits)\n", + " mx, my, pixels = g.uniform_hits(n_hits)\n", " #Convert clusters to a numpy array\n", " clusters = np.zeros(n_hits, dtype = [('row', np.int16), ('col', np.int16), ('data', np.int32, (grid_size,grid_size))])\n", - " clusters['data'] = np.array(pixels*1000, dtype = np.int32)\n", + " clusters['data'] = pixels*1000\n", " clusters['row'] = 1\n", " clusters['col'] = 1\n", " \n", @@ -163,20 +198,30 @@ " clusters.tofile(f)\n", " frame_number += 1\n", " print()\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" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 69, "id": "0b3fef19-144b-4421-8d21-66b67b838813", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "import boost_histogram as bh\n", - "\n", - "\n", "#configure the eta histogram\n", "n_bins = 400\n", "ax_min = -0.2\n", @@ -193,7 +238,7 @@ ")\n", "\n", "\n", - "with aare.ClusterFile(f'test_{grid_size}x{grid_size}.clust', cluster_size = (grid_size,grid_size)) as f:\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", " eta2 = aare.calculate_eta2(clusters)\n", " energy = clusters.sum_2x2()\n", @@ -204,27 +249,7 @@ "data = eta_hist.view()[:,:,energy_index]\n", "x = eta_hist.axes.edges.T[0].flat\n", "y = eta_hist.axes.edges.T[1].flat\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "9e32c7d1-cddc-4ea8-8d62-547f91422416", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ + "\n", "fig, ax = plt.subplots()\n", "mesh = ax.pcolormesh(x,y,data)\n", "fig.colorbar(mesh)\n", @@ -235,7 +260,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 70, "id": "fd896d4d-2d60-4328-ad8d-18cd80de09f6", "metadata": {}, "outputs": [], @@ -249,30 +274,38 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 71, "id": "cada1860-6b7b-416a-a39b-295586121531", "metadata": {}, "outputs": [ { - "ename": "ValueError", - "evalue": "could not broadcast input array from shape (0,) into shape (400,)", - "output_type": "error", - "traceback": [ - "\u001b[31m---------------------------------------------------------------------------\u001b[39m", - "\u001b[31mValueError\u001b[39m Traceback (most recent call last)", - "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[38]\u001b[39m\u001b[32m, line 25\u001b[39m\n\u001b[32m 22\u001b[39m c = aare._aare.Cluster3x3i(\u001b[32m1\u001b[39m,\u001b[32m1\u001b[39m,pixels)\n\u001b[32m 24\u001b[39m tmp = p.interpolate(v)\n\u001b[32m---> \u001b[39m\u001b[32m25\u001b[39m \u001b[43minterpolated_position\u001b[49m\u001b[43m[\u001b[49m\u001b[43m:\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[32;43m0\u001b[39;49m\u001b[43m]\u001b[49m = tmp[\u001b[33m'\u001b[39m\u001b[33mx\u001b[39m\u001b[33m'\u001b[39m]*\u001b[32m25\u001b[39m\n\u001b[32m 26\u001b[39m interpolated_position[:, \u001b[32m1\u001b[39m] = tmp[\u001b[33m'\u001b[39m\u001b[33my\u001b[39m\u001b[33m'\u001b[39m]*\u001b[32m25\u001b[39m\n\u001b[32m 29\u001b[39m fig, ax = plt.subplots(figsize=(\u001b[32m10\u001b[39m,\u001b[32m10\u001b[39m))\n", - "\u001b[31mValueError\u001b[39m: could not broadcast input array from shape (0,) into shape (400,)" - ] + "data": { + "text/plain": [ + "(20.0, 55.0)" + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "# from aare._aare import Interpolator, ClusterVector_i, calculate_eta2\n", - "# p = Interpolator(eta, etabinsx[0:-1], etabinsy[0:-1], ebins[0:-1])\n", + "\n", "v = aare.ClusterVector((grid_size,grid_size))\n", "\n", "\n", "show_arrows = True\n", - "a = np.linspace(10,40,20)\n", + "a = np.linspace(25,50,20)\n", "hit_position = np.zeros((a.size**2,2))\n", "interpolated_position = np.zeros(hit_position.shape)\n", "for i in range(a.size):\n", @@ -283,15 +316,15 @@ " # t = gaussian_2d(mx=hit[0], my = hit[1], sigma = sigma_um, res = resolution)\n", " t = gaussian_2d(mx=hit[0], my = hit[1], sigma = sigma_um, res = resolution, grid_size = grid_size, pixel_size = pixel_size)\n", " pixels = generate.sum_pixels(t, grid_size)\n", - " # pixels = sum_pixels(t)\n", " pixels = (pixels*1000).astype(np.int32)\n", - " pixels = np.array(pixels).reshape(9,1)[0]\n", - " # v.push_back(0,0, np.array(pixels))\n", + " pixels = np.array(pixels).reshape(1,9)[0]\n", " c = aare._aare.Cluster3x3i(1,1,pixels)\n", + " v.push_back(c)\n", "\n", "tmp = p.interpolate(v)\n", - "interpolated_position[:, 0] = tmp['x']*25\n", - "interpolated_position[:, 1] = tmp['y']*25\n", + "offset = 25/2\n", + "interpolated_position[:, 0] = tmp['x']*25+offset\n", + "interpolated_position[:, 1] = tmp['y']*25+offset\n", "\n", "\n", "fig, ax = plt.subplots(figsize=(10,10))\n", @@ -301,54 +334,20 @@ " if show_arrows:\n", " ax.arrow(*hit_position[i], *(interpolated_position[i]-hit_position[i]),length_includes_head=True,\n", " head_width=0.3, head_length=0.3)\n", - "ax.set_xlim(0,50)\n", - "ax.set_ylim(0,50)\n", - "ax.grid()\n", - "ax.set_title('Interpolation from C++')" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "107e92e4-b9e2-455c-af25-022aeda61742", - "metadata": {}, - "outputs": [ - { - "ename": "TypeError", - "evalue": "push_back(): incompatible function arguments. The following argument types are supported:\n 1. (self: aare._aare.ClusterVector_Cluster3x3i, arg0: aare::Cluster) -> None\n\nInvoked with: , 1, 1, array([[4227, 386, 0],\n [ 386, 35, 0],\n [ 0, 0, 0]], dtype=int32)", - "output_type": "error", - "traceback": [ - "\u001b[31m---------------------------------------------------------------------------\u001b[39m", - "\u001b[31mTypeError\u001b[39m Traceback (most recent call last)", - "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[27]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m \u001b[43mv\u001b[49m\u001b[43m.\u001b[49m\u001b[43mpush_back\u001b[49m\u001b[43m(\u001b[49m\u001b[32;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[32;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpixels\u001b[49m\u001b[43m)\u001b[49m\n", - "\u001b[31mTypeError\u001b[39m: push_back(): incompatible function arguments. The following argument types are supported:\n 1. (self: aare._aare.ClusterVector_Cluster3x3i, arg0: aare::Cluster) -> None\n\nInvoked with: , 1, 1, array([[4227, 386, 0],\n [ 386, 35, 0],\n [ 0, 0, 0]], dtype=int32)" - ] - } - ], - "source": [ - "v.push_back(1,1, pixels)" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "66009361-a8b3-443f-8436-7b9cda310fd5", - "metadata": {}, - "outputs": [ - { - "ename": "TypeError", - "evalue": "'aare._aare.ClusterVector_Cluster3x3i' object is not subscriptable", - "output_type": "error", - "traceback": [ - "\u001b[31m---------------------------------------------------------------------------\u001b[39m", - "\u001b[31mTypeError\u001b[39m Traceback (most recent call last)", - "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[30]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m \u001b[43mv\u001b[49m\u001b[43m[\u001b[49m\u001b[32;43m0\u001b[39;49m\u001b[43m]\u001b[49m\n", - "\u001b[31mTypeError\u001b[39m: 'aare._aare.ClusterVector_Cluster3x3i' object is not subscriptable" - ] - } - ], - "source": [ - "v[0]" + "\n", + "\n", + "ax.set_title('Interpolation from C++')\n", + "\n", + "ax.xaxis.set_minor_locator(MultipleLocator(5))\n", + "ax.yaxis.set_minor_locator(MultipleLocator(5))\n", + "ticks = [tick for tick in range(0,pixel_size*grid_size+1, pixel_size)]\n", + "ax.set_xticks(ticks)\n", + "ax.set_yticks(ticks)\n", + "# ax.grid(which = 'both')\n", + "ax.grid(visible=True, which='minor', color='silver', linestyle='--')\n", + "ax.grid(visible=True, which='major', color='black', linestyle='-')\n", + "ax.set_xlim(20,55)\n", + "ax.set_ylim(20,55)" ] } ], @@ -368,7 +367,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.2" + "version": "3.13.9" } }, "nbformat": 4, diff --git a/simple_eta/__init__.py b/simple_eta/__init__.py index 5ae7b72..ee3df09 100644 --- a/simple_eta/__init__.py +++ b/simple_eta/__init__.py @@ -1,2 +1,2 @@ -from .generate import gaussian_2d +from .generate import gaussian_2d, 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 1433171..dcf21b7 100644 --- a/simple_eta/generate.py +++ b/simple_eta/generate.py @@ -22,7 +22,6 @@ def sum_pixels(t, grid): step = resolution//grid for i in range(grid): for j in range(grid): - # print(f'[{i*step}:{(i+1)*step}, {j*step}:{(j+1)*step}]') pixels[i,j] = t[i*step:(i+1)*step, j*step:(j+1)*step].sum() return pixels @@ -32,15 +31,151 @@ def sum_pixels(t, grid): pixels = np.zeros((t.shape[0], grid, grid)) for i in range(grid): for j in range(grid): - # print(f'[{i*step}:{(i+1)*step}, {j*step}:{(j+1)*step}]') pixels[:,i,j] = t[:,i*step:(i+1)*step, j*step:(j+1)*step].sum(axis = 1).sum(axis = 1) return pixels + +class Generator: + def __init__(self, sigma, pixel_size, grid_size, resolution, device = 'cpu'): + self.sigma = sigma + self.pixel_size = pixel_size + self.grid_size = grid_size + self.resolution = resolution + self.device = device + + def hit(self, mx, my): + x = torch.linspace(0, self.pixel_size*self.grid_size, self.resolution) + 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) + return t, p + + 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") + xs = x.unsqueeze(0).repeat(n_hits,1,1) + ys = y.unsqueeze(0).repeat(n_hits,1,1) + + + + if self.grid_size % 2 == 0: + #For even grids spread hits over the inner quadrants around the center + low = (self.grid_size-1)//2*self.pixel_size+self.pixel_size/2 + high =self.pixel_size+low + else: + #For odd grids spread hits over the central pixel + low = self.pixel_size*(self.grid_size//2) + high = low+self.pixel_size + + mx = torch.rand(n_hits,1,1, device = self.device) * (high-low)+low + my = torch.rand(n_hits,1,1, device = self.device) * (high-low) +low + + ts = 1 / (2*math.pi*self.sigma**2) * \ + torch.exp(-((xs - my)**2 / (2*self.sigma**2) + (ys - mx)**2 / (2*self.sigma**2))) + + + #Sum signal in pixels for all N depositions + step = self.resolution//self.grid_size + pixels = torch.zeros((n_hits,self.grid_size,self.grid_size)) + for i in range(self.grid_size): + for j in range(self.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 triangle_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") + xs = x.unsqueeze(0).repeat(n_hits,1,1) + ys = y.unsqueeze(0).repeat(n_hits,1,1) + + + + if self.grid_size % 2 == 0: + #For even grids spread hits over the inner quadrants around the center + low = (self.grid_size-1)//2*self.pixel_size+self.pixel_size/2 + high =self.pixel_size+low + else: + #For odd grids spread hits over the central pixel + low = self.pixel_size*(self.grid_size//2) + high = low+self.pixel_size + + # mx = torch.rand(n_hits,1,1, device = self.device) * (high-low)+low + # my = torch.rand(n_hits,1,1, device = self.device) * (high-low) +low + + mx = torch.rand(n_hits,1,1, device = self.device) + my = torch.rand(n_hits,1,1, device = self.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 + + ts = 1 / (2*math.pi*self.sigma**2) * \ + torch.exp(-((xs - my)**2 / (2*self.sigma**2) + (ys - mx)**2 / (2*self.sigma**2))) + + + #Sum signal in pixels for all N depositions + step = self.resolution//self.grid_size + pixels = torch.zeros((n_hits,self.grid_size,self.grid_size)) + for i in range(self.grid_size): + for j in range(self.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_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 with sigma. Uniformly distributed over - the 2x2 pixel grid. + 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) diff --git a/simple_eta/plotting.py b/simple_eta/plotting.py index 70f1c77..521c968 100644 --- a/simple_eta/plotting.py +++ b/simple_eta/plotting.py @@ -14,7 +14,7 @@ def plot_gaussian(t, pixel_size, grid_size, ax = None): fig = None - ax.pcolormesh(xa,xa, t) + mesh = ax.pcolormesh(xa,xa, t) ax.set_xticks(ticks) ax.set_yticks(ticks) ax.set_xlim(0,grid_size*pixel_size) @@ -25,4 +25,4 @@ def plot_gaussian(t, pixel_size, grid_size, ax = None): ax.set_xlabel(r'Position x [$\mu$m]') ax.set_ylabel(r'Position y [$\mu$m]') - return fig, ax \ No newline at end of file + return fig, ax, mesh \ No newline at end of file