{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial 5 for JetSeT v1.2.0-rc1" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Model fitting " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from IPython.core.display import display, HTML\n", "display(HTML(\"\"))\n", "\n", "import warnings\n", "warnings.filterwarnings('ignore')\n", "\n", "import matplotlib.pylab as plt\n", "import jetset\n", "from jetset.test_data_helper import test_SEDs\n", "from jetset.data_loader import ObsData,Data\n", "from jetset.plot_sedfit import PlotSED\n", "from jetset.test_data_helper import test_SEDs\n", "import numpy as np\n", "import warnings\n", "warnings.filterwarnings('ignore')" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['/Users/orion/anaconda3/envs/jetset/lib/python3.8/site-packages/jetset-1.2.0rc3-py3.8-macosx-10.9-x86_64.egg/jetset/test_data/SEDs_data/SED_3C345.ecsv',\n", " '/Users/orion/anaconda3/envs/jetset/lib/python3.8/site-packages/jetset-1.2.0rc3-py3.8-macosx-10.9-x86_64.egg/jetset/test_data/SEDs_data/SED_MW_Mrk421_EBL_DEABS.ecsv',\n", " '/Users/orion/anaconda3/envs/jetset/lib/python3.8/site-packages/jetset-1.2.0rc3-py3.8-macosx-10.9-x86_64.egg/jetset/test_data/SEDs_data/SED_MW_Mrk501_EBL_DEABS.ecsv']" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "test_SEDs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## loading data\n", "\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "data=Data.from_file(test_SEDs[2])\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Table length=120\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
xdxydyT_startT_stopULdata_set
HzHzerg / (cm2 s)erg / (cm2 s)MJDMJD
float64float64float64float64float64float64boolbytes16
2299540000.00.03.6892e-142.668e-150.00.0False0.0
2639697000.00.04.12456e-149.712535e-260.00.0False0.0
4799040000.00.07.0368e-144.8e-160.00.0False0.0
4805039000.00.05.435586e-145.435586e-150.00.0False0.0
4805039000.00.03.239547e-143.239547e-150.00.0False0.0
4843552000.00.07.174767e-147.333333e-260.00.0False0.0
4999750000.00.08e-143.344772e-150.00.0False0.0
7698460000.00.01.15577e-136.16e-160.00.0False0.0
7999600000.00.01.1296e-131.672364e-150.00.0False0.0
........................
1.209e+260.02.038883e-116.72337e-120.00.0False0.0
1.525641e+260.02.22809e-112.579472e-120.00.0False0.0
2.078361e+260.01.800374e-116.419976e-120.00.0False0.0
2.417922e+260.01.835862e-112.764158e-120.00.0False0.0
3.572855e+260.01.566353e-115.208654e-120.00.0False0.0
3.832253e+260.02.17794e-113.748383e-120.00.0False0.0
6.073794e+260.01.884817e-113.821992e-120.00.0False0.0
6.141985e+260.01.269783e-113.815834e-120.00.0False0.0
9.62625e+260.09.408627e-123.881649e-120.00.0False0.0
1.055851e+270.01.061459e-113.067395e-120.00.0False0.0
" ], "text/plain": [ "\n", " x dx y dy T_start T_stop UL data_set\n", " Hz Hz erg / (cm2 s) erg / (cm2 s) MJD MJD \n", " float64 float64 float64 float64 float64 float64 bool bytes16 \n", "------------ ------- ------------- ------------- ------- ------- ----- --------\n", "2299540000.0 0.0 3.6892e-14 2.668e-15 0.0 0.0 False 0.0\n", "2639697000.0 0.0 4.12456e-14 9.712535e-26 0.0 0.0 False 0.0\n", "4799040000.0 0.0 7.0368e-14 4.8e-16 0.0 0.0 False 0.0\n", "4805039000.0 0.0 5.435586e-14 5.435586e-15 0.0 0.0 False 0.0\n", "4805039000.0 0.0 3.239547e-14 3.239547e-15 0.0 0.0 False 0.0\n", "4843552000.0 0.0 7.174767e-14 7.333333e-26 0.0 0.0 False 0.0\n", "4999750000.0 0.0 8e-14 3.344772e-15 0.0 0.0 False 0.0\n", "7698460000.0 0.0 1.15577e-13 6.16e-16 0.0 0.0 False 0.0\n", "7999600000.0 0.0 1.1296e-13 1.672364e-15 0.0 0.0 False 0.0\n", " ... ... ... ... ... ... ... ...\n", " 1.209e+26 0.0 2.038883e-11 6.72337e-12 0.0 0.0 False 0.0\n", "1.525641e+26 0.0 2.22809e-11 2.579472e-12 0.0 0.0 False 0.0\n", "2.078361e+26 0.0 1.800374e-11 6.419976e-12 0.0 0.0 False 0.0\n", "2.417922e+26 0.0 1.835862e-11 2.764158e-12 0.0 0.0 False 0.0\n", "3.572855e+26 0.0 1.566353e-11 5.208654e-12 0.0 0.0 False 0.0\n", "3.832253e+26 0.0 2.17794e-11 3.748383e-12 0.0 0.0 False 0.0\n", "6.073794e+26 0.0 1.884817e-11 3.821992e-12 0.0 0.0 False 0.0\n", "6.141985e+26 0.0 1.269783e-11 3.815834e-12 0.0 0.0 False 0.0\n", " 9.62625e+26 0.0 9.408627e-12 3.881649e-12 0.0 0.0 False 0.0\n", "1.055851e+27 0.0 1.061459e-11 3.067395e-12 0.0 0.0 False 0.0" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.table" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===================================================================================================================\n", "\n", "*** binning data ***\n", "---> N bins= 90\n", "---> bin_widht= 0.2\n", "===================================================================================================================\n", "\n" ] }, { "data": { "image/png": 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uFtZ9B/hOz0YktW7ihFFE5Ls5jFz+EJcN/gc1J0wpdViSJKkFvar4lcpNTXVV/sa2XB1cfRYsWQv3fgWO+Xeo9tdLkqTepld1e5BKrS5Xz8TJMznjhn8w9ZW11C9+Jl/M5upa3umm48j9ZAy5txbD2yupffwX/OF7/8r6Da3sI0mSSsLiV2pk0pTZ3Dp1IUe/dDUH1c2g6u2V8MQNcHXrw5YtWNOX6sjf+dYn6tlp3QJOuvbRnghZkiR1gMWv1EjD6A0j4tWN0xgDsGFtyzudfQ/z+x+waea3VMW8NIzXVqzr5mglSVJHWfxKjTSM3tB4GmOiGg44vdX9Hht5Eb/JHc0judH8Jnc03647k3dstzXcdFz+nyRJ6hW8I0dq5Bsf3o8nXnyDn644m+3q13N8v6epPuA0OOa7re73zeP35/LZ7+b7qz5BXVU/Rgzuz0F7bM+/PH08I7Z6k4m5emqq/b+mJEmlZvErNfKde+fw7OJVAFzAeTy59TNM+sgl7dq3ugrGbrWUN7Ybxcq1G7j18ZeA3Xh83TuIe2b3uumOJUnKIotfqZH7Zy9p9Cz4y+o9mdSO/SZNmc2tK/fPz/ZWKJ4b5Kh2umNJknoJv4eViqC5aY4bVJNzumNJknoJi1+pkaNHDaEwWzFBPR8c+GK79ms8zXFjQ6tXccZ2s5zuuIE3AEqSSsxuD1Ij3zp+NNVVkZ+ueMhALjuufYVawzTHf35mEUtWbQDyLb5fr/4NJ6SnqbrvDWd9y9WRW/48C9b0Zf4PzuSxkRfxzeP3p+bXx+fXn31PaeOTJGVChv8SS1vaOF1xJ/ebt2Q1S1YtB+Cymls4Lv5B1dv1+Yky5twNFz1b7JB7vbpcPZN+8D2OWP83jkqL2TsSu69+mUXT1nEll/LhV9YyIPcWa352DuPOu46aPn1LHbIkqYLZ7UEqohGDN/Xt7dBEGRVs0pTZ/GbFaAbk3qKm0Sx4I+I1Rk//FgfVzeBdzOegZXcx7apj2z6gXSckSV1g8SsV0cQJo9hv6CCg4xNlVJRGBer8paupp3qz16M2VTE/vYM9Y/HG/yD0iXoG5FY2e7i6XD0TJ8/kEzc8xjEvfpxPvHQ8EyfPpC5X3+z2kiS1xG4PUhHVVFcx5YtHcuU9s3lg8QXst2Q5h9TMp+qA09ucKKNS1NVuYFqjrgwjh32Rx1+AK+vOBBL7Vy9k6cB3snCfC9n35Z9Su+w5+kQ9tamKNYPHNnvMSVNmc+vUhZByXFZzNyPSa8z/3wc5cNqn+MA+O/Cj3XZ3EhFJUrtY/EpF1tD/N9/X9YNc8/bHGVF7JBOpquxfuEJL77RX1nJQ3Yx8QbvsBdIbC2D8NcxbspoXh3yLM44bRU11FccCdbXXM+2qhQzIrWTN4LGMO/fnzR66YSi5b9XcwierH6RP1HNomkPKwRWzzmI7JxGRJLVTRf8tlkrpW3fP4tYVY0hU8dhjC0kkrjzxXaUOq1s0bu3dM72+WVeGgfUrWyxMa/r05bDL/trm8UcMHsjjzy/drB91n6hnZLwKwH89+jz1s6Zw+Ve/aguwJKlV/pWQuskDs5eQCr9iCbh/1pLWdyhXNx3HtKuO2Xjj2k6soL4w4UdtqmLNzmO7fIqJE0ZxxuF7sXrQ3pv1G56XhlFNjktrfsMxa//IPd87g7raDV0+nySpctnyK6nLBuTe2tgiWx2wuH5blsXOrXZl6IiNQ9AddxO5n4zh+TV9eSS3H9+uO4PLam7hk9UP5LtZvD2H31zxL1zX/3w+OGoIlx8/utWW4NOufwyA288b3+UYJUnlweJX6iZHvXMItz6+EApzxm3Trw91ufrK+1r+7HtY87NzqF32wsYb1xYM+SCHff6XxT9XdQ3VFz/L3sCvJs+k/rGFW3SFGBGvsfitt7ll6ks8Mf1JDum/iOd3eh8jBg9k4oRRW7z+sxe9xWnXP2YBLEkZYfErdZMIgE1zHj+3dDVXVuiNWePOu45pVy1o88a1Ypo4YRSJxPz/Hcahac7GwnteGrZxm7m1OzJ35Y6wcjmPv7CcCCry9ZcktZ/Fr9RNXli2Zotl85asLkEk3a+9N64V9ZzVVVx54rv48sp/Iz0HI+NV5qVhfLvuTCA/vfRlNbcwIl5lfhrGlXVnVuzrL0lqP4tfqZuMGDyQx55fTmq0bOSQgS1ur875/JG78qttJ3LdzMWsWLuBfAeItFlf4EPTHBLw2zVfyHc9+fXx1KXgxdcvYM3bdbz4+prNuqTYF1iSKleFdT6Ueo+JE0ZxxvjdGbrNVgzdZiv+9bDduey4UaUOq+LUVAVXnvguHr/0g5x2yB6F/2xEs8OizV28mkOv/DN/Xpjj6YVL+Ny664mUY+mqt3nX5ffx8eseLWUqkqQeYMuv1E0avpav1LF9e6P5Szd1a5ifmu8L/MW6Gzmq+nH6RD3vqp5PAq6oO4t1dfUsXL62RJFLknqKLb+SKsaIwQOpLtxjeGXdmfwmdxSP5Ebzm9zRG/sCj4jXmp0oA2Do2mepy9Xz4utrmLPoLSZOnkldrr7H85AkdR9bfiVVjIkTRhGRv7Fw5JCBfOLY33Litf9g7uLWW4TzN8f9msOqn2Xaz59k+aqTyFHNrVMXOkKEJFUYi19JFWPjZBiN3PPF93DFlFncP2sJKSX+o/ZsUt2m0SG+X/dxLq+5mU9UP0SfqKdu2St8s2YVV9SdRS5V7ggdkpRVFr9Sb3LTcfmfZ99T2jgqSNO+13W5eq68Z3fuX7Ka55eu5r1rHmGvWLyxK0RNpI1dIarDETokqdJY/EolVJerZ9KU2cxbsooVa9bzpZU5RsZrDJ9yMdUfvgqq/RUttsatw6dd/xj3rz6Y8WnWZl0hnmdXtulXw8nvHuYIHZJUYfzLKpXQpCmzuXXqQnIJvlVzU34UAurJTfsFVFXBR75f6hArXnVVcGXdmSQ2dYX4z36f5p07b2NfX5VOb/oWqDfFIhWBxa9UCoU/JvPrLiNXmAWj8SgE1SRY9myposuM288bT12uniumzOK7T5wN9fCJQ3Zj18WrSh2aMm7WopUAjC5xHNBMLDcdx9D16+GzD5YsJqkrLH6lEqhLwaSlR/BCffOjEOSoonrn/UoYYXY09Al+rjAixKSTHJdZas2sRSupr6/nXTgbosqT4/xKPS1Xx7RX13DMmrs5f+311JBjyKC+/G7Hz/FAHMbzsQcc/Bk45ruljlSSNlNXu4Fl66vJbVjP1J+dQ9TXlTokqcNs+ZV6SF2unkk/+B5HrP8bR6V/UlOdOCTNIQH3D76I//q/hwHvL3WYmWXLlbSlhmJ3O1Yx9cr3Q4Ij4un8zaHLXuT89Dw/H3ZVqcOUOsTiV+ohk6bM5tYVo/lQn7upqc539O0T9ewTr7LA4bQk9TY3Hce0V9ZuKnbrqlietqFP1aYZErdLzfePb607xGnXP8bE5V9h9C7behOdSsJuD1IPmb90NTmqmZ+GUZvyv3p1VFE99J0OpyWpVxqQe2uz6cADNl6/alMVc6v3BfIFbUPBK/V2tvxKPWTE4IE8/sJyrqw7E0i8p89z7H3wsRx2zHeh2v+HSuplzr6HNT87h9plL2wcA/uFnd/PnGUvsl1axfohB3JX1VkATFz+lcJOj5QsXKm9/Isr9ZCJE0Zxxvg9OHTvwbx4yLfY45sz8uP4OpGFpEYa+tnWrl/L1J+dQ13thpLFMu686/hH2p8Z9XszffApHHz+Dbxvz4Hst8v2HPb5X5Kqaoj6ul4Tr9QenfqrGxEDgPUppVyR45EqVuOZxSRlUHsmi2jaz3bZi0y7agGHXfbXnomxiZo+fdm5Xw7oz9jP/zK/8Ox7WLxgAcML25y/6JtbxMvg7zR7vLpcPS++voZvrD2dA5asYmKunprCN18Om6ae0q7iNyKqgNOBTwIHA28DW0XEMuBe4IaU0rxui1KSpDLX3okrmvazHZBb2c2Rdc12rGp3vJOmzGbpqrdZyp7MXJEj7pm9sVHArhPqKe3t9vAQsDdwCTA0pbRbSmkw8B5gKnBVRJzRTTFKUunddNymljupu5x9D2t2OmCzm8rW7Dy2pCGN3mXb/MgMTTS04j6d9m4x3qY3ws1fuppqcnyr5mZ+1ecqDp/7Pcg5VrB6Vnu7PRydUqptujCl9AZwB3BHRPQpamSS1Iv0pulmVdnGnXcdj1z5/Mabysad+/PSBtRCN42GVtwrOJNcDYyOhdQPfVc+3hunN7vPiOUPcUzNdP6l+sH8bJZrZsN938jf/yD1kHYVv80Vvp3ZRpIkta7Zfra90Pyl+SnBc1RzRd1ZHL71y/zX58/fbJumXRkmDv4H89Yu2NhNopoEy56lLlfPz9d9kJfrd+SAyTOZOGHUxr7AUrF1+JMVEV/rjkAkSVL5GDF40+Q81QEjDzwS2NQdYu5rbzB37babjQJRc84UnqwaTX3DjlENO+/HpCmzubf2QJ7K7cmtUxdy5T2zez4hZUabxW9E/K7Rv98Dn+mBuCRJ6vVmffdIZn33yDa3603DlxXLxAmjGDJoK7bpV8MZ4/fYOFnPpCmzeX3VWi7I3czx1Y8ytup5Dlp2F9OuOhaAH/AplrI9bLUtHPwZOOa7zF+6mnqqAcglmLdkdcnyUuVrT7eHt1JKGwveiChx5yNJ6t0aiqHR3/CuddHrhi8rlprqKobvNABgs2EcGwrZEfFqs6NA7LvL9ixfvitDh267sa/viMEDmfr8UuqpzrciO+W7ulF7it+mg/Vd2h2BSJJUqcpt+LKuGDF4II8+v5z5aRiHpjkbZ4dbM3hsi/tM/Mg+HDX982zLKtYPGcu4D1/XcwErc9rs9pBSehEgInYqPH+ju4OSpN6kEr+yVte1+3PRC4cv604N3SGurj6LP+YO3zg7XIujVtx0HDXX7M97q2Ywtup5Dlt2BzXX7N+zQStTOjLD243ACd0ViCT1ShX6lbVa0dmZ2G4IDmthdIaODl9Wzl1mNnWHGMDv+Cawada2Zmd4A9iwlmh8kA1rezhqZUlHit9oexNJqjxZ+spaXZiJbeX8Frctl+HLiq3pVMWbzfC2kvwMb2ffA/d+hfonbsh/HR3VcMDpJYlX2dCRoc5St0UhSb1Vxr6yVjs197nYdkSJg+r9GsYGhiajOhzz77xZtSOrY8DGESCk7tKR4teWX0mZNO686/hH2r/tvovqnTowNXVH+nf7uei4LcYGbhjVobqGxTXvYGGfvfIjQFR35ItpqWM68um6pNuikKReLKtfWVeKdk9N3cF+vH4utuzW0JaJE0Zx38zFrKvNcfK7h20cG1jqSe0uflNKMyPiY8CfU0qrIuKbwLuBb6eUnuy2CCVJaqo9N6V1Qkf68XZUOd/EViwtjQ3cmtOuf4zZi95i1C7bdLjYlprT0emNLysUvkcCxwC/AvyeR5LUo2YtWrmxRbdoOtGPd/Qu2zJ6l22LG0cG1eXq+fm6D/KNNaczcfJM6nL1be8kdVJHi99c4edxwM9TSpOBvsUNSZKk4ujoGM0d7sd79j1Fb33OoklTZnNv7YE8lduTW6cu5Mp7Zpc6JFWwjvYofzUirgeOBr4XEVvR8QJakqQeMe2qYzo0RrP9eIujo90TGqZEhiajQEjdoKPF78eBY4EfppRWRMQuwFeKH5Yk9S721yxPnRmj2W4MPa9hSmRoMgqE1A06VPymlNYCdzZ6vghYVOygJEkqhjU7HUDtshfyLb+pijWDx7a9k90YepyjQKgnOZCeJKlidXRaYZVGa6NATFz+FdaS44f8uBShqQL1qv66EfGxiJgVEfURMa7R8h0j4qGIWB0RPytljJKk8tHQh7dPv/4c9vlfUtPHe7RL7fbzxneoT3AuBb+sPYY5i95yJAgVRW9r+Z0JnAJc32T5euAyYEzhnyRJ7WIf3jKWq+ONt6s4s+ovHFY3i+9OPZOI9o8RLDWnVxW/KaU5ABHRdPka4JGIcOJ0SVLH2Ie3PN10HLzxPEfGYmqqEoekOSTg/iUXlToylbleVfwWQ0ScC5wLMGzYMBYsWNBj516+fHmPnaunVXJuYH7lrDfmVl+f/1q2GNef3phfsXQlt2K+xt3F965j1q9fD2x6T4euX0/N+tXURALyo3XsE6/y9Nap29/3Sn7vVILiNyIeAIY2s+rSwqQZXZJSugG4AWDcuHFp+PDhXT1kh/T0+XpSJecG5lfOelNudbUbeGRDH7ZjFYunTGLcedd1uZ9pb8qv2DqTW3e8xt3F9679+vVbtPlxP/sgU392Dgctu2vjaB3Ltt6TH3ziUGqqu/+WpUp+77KuzeI3Ij5Ifnzf/5dSmhER5xYKzE5JKR3d2X0lqbfr6KQK6jhf48rU3E1wP+v7aY7KrWJkvMq8NIwHd/ocJ/VA4avK1p6W388BZwPfjIgdgLHdGpEklbHOTKqgjvE1zo69hmzLlS+cuXH2t08N9eZFdV17/vu0LKW0IqV0MfAh4ODuCiYiTo6IV4DxwD0RcV+jdQuAHwNnRcQrEeEI2JJ6nTU7HUBtyl9aa1MVa3YeW9qAKpCvcXZMnDCKnQf1pypgyKCtnPxCRdGelt+Nt8mmlL4eEV/srmBSSncBd7Wwbnh3nVeSisVJFbqfr3F2NEx+sbY2x/CdBvRIX19VvjaL34ab0CJip5TS6yml/+j+sCSpPDVMqgD9Gfv5X5Y6nIrkayypKzryX6gbuy0KSZKkFozaZZsOzQontaYjxW+0vYkkSZLUe3Wk+E3dFoUkSZLUA2z5lSRJUmZ0pPi9pNuikCRJknpAu4vflNLM7gxEkiRJ6m7tGed3o4gYB1wK7FHYN4CUUtq/G2KTJEmSiqpDxS9wK/AV4BmgvvjhSJIkSd2no8XvspTSH7slEkmS2mn0Nx4pdQjqIY7vq2LraPF7eUT8AngQeLthYUrpzqJGJUmSJHWDjha/ZwP7AX3Y1O0hARa/kiRJ6vU6WvwekFJ6V7dEIkmSJHWzjha/UyNiVEppdrdEI0mSJKZPnz64pqbmF8AYOjYvQ9bVAzPr6uo+c9BBBy1tboOOFr9HAp+KiBfJ9/l1qDNJkqQiq6mp+cXQoUPfufPOO79ZVVWVSh1Puaivr49ly5aNWrx48S+AE5rbpqPF77FdD0uSJEltGGPh23FVVVVp5513Xrl48eIxLW3ToeI3pbSw62FJkiSpDVUWvp1TeN1a7CrSoT4kEfGriNiu0fPtI+LGzocnSZVn9C7bMnqXbUsdhqSMOfFnj+x74s8e2bfUcfR2He1AvX9KaUXDk5TSm8CBRY1Iksrd2ffk/0lSGYuIg0466aQ9G57X1tay/fbbH/D+979/RHPbX3PNNTv+67/+6+5tHfeQQw7Zd/jw4WP222+/Ufvtt9+oV199tQZg3bp1cdxxx+21++67j9l///33mzt3bt+Gfd7znveMHDRo0NiWzt0RHS1+qyJi+4YnEbEDHe83LEmSpF5u6623rp87d+7Wq1evDoC77rprmyFDhtQ2t21tbbOLW/TrX//6hWeffXb2s88+O3vYsGF1AD/96U932nbbbeteeumlmV/4wheWXHjhhbs2bH/xxRcvvv7661/sQjobdbT4/RHwaERcGRGTgEeB7xcjEEmSJHVOba6eV95c23f+0tVbX/S7GbvV5urb3qkdjjrqqJW///3vtwO47bbbdjj11FPfaFh34YUXvuMTn/jEHkccccTIU045Zc/G+/32t7/dduzYsfstWrSo3Y2kU6ZM2e6cc85ZDnD22We/+eijjw6qr8/nceKJJ67aZpttipJUR294+3VETAM+QH6Ys1Mc81eSJKnnNe7f+8qba/suX1PbF+COJ18d/D9zl2636/b9NwBM/sKRczt7jjPPPPONyy+/fJfTTjttxZw5c/p/+tOfXv7oo48ObFj/9NNP93/88cefHThwYLrmmmt2BPj1r3+93U9/+tMh999//7ydd94519xxP/OZzwyvqqri+OOPf/N73/veoqqqKpYsWdJ3zz333ADQp08fBg4cmFuyZEnNLrvsUtfZ+JvT4S4LhWLXgleSJKmXWF9bX93a88469NBD173yyitb/ed//ucORx999Mqm64899tgVAwcO3DgqxaOPPjroqaee6v/QQw89t8MOOzTbUnv77be/sOeee9a++eabVRMmTNj72muv3fELX/jC8pS2HNwiIoo+4oX9dSVJkspQ4xbdi343Y7c7nnx1MEBVkI4dM3T5jz4+9uVinOfYY49dcfnll+/2l7/8Ze7SpUs3qx0HDBiwWYG7++67v/3SSy9tNXPmzH7vfe9719bV1TFmzJhRDce5+uqrX9tzzz1rAbbffvv600477Y0nnnhiALB86NChG1588cW+e++9d21tbS2rV6+uHjx4cLMtx13hdHmSJEll7qpT9395xwF9NgzoW507+cBhy646df+iFL4An/3sZ1+/6KKLXjvkkEPWtbXtrrvuuuGOO+6Yf/bZZ+85bdq0fjU1NTTc2Hb11Ve/VltbS0M/4LfffjvuvffebceMGbMO4Ljjjltx44037ghw0003bT9+/PhVVVXFL1U71PIbERc2s3glMD2lNKMoEUmSJKlD+lRX0dDHt1gtvg323nvv2ssuu2xpe7c/4IAD3v71r3/9wmmnnbb3H//4x/mjR49+u2HdunXrqo4++uiRtbW1UV9fH+95z3veuvDCC5cBfOlLX3r91FNP3XP33Xcfs+222+Zuv/325xv2O+igg/Z94YUX+q1bt656yJAh+1977bULTj311Lc6k09Huz2MK/y7u/D8OOB/gfMj4vcpJUd+kCRJqgBr1679Z9NlEyZMWDVhwoRVAD/+8Y9fa7zu3/7t35YDywGOOOKIdc8///yspvtvs8029bNmzZrT3Pn69++f/vSnP73Q3Lrp06d3+qa9pjpa/O4IvDultBogIi4H/ht4LzAdhz2TJEkqia6M6pAlHe1IsTuwodHzWmCPlNI64O3md5EkSZJ6h462/P4XMDUiJheeHw/cFhEDcPgzSZIk9XLtLn4jIoCbgXuBI8lPcnF+SmlaYZNPFj06SZIkqYjaXfymlFJE/CGldBD5/r2SJElSWelon9+pEXFwt0QiSZKkzrvh/ftyw/v3bXvDbOto8ft+8gXw8xHxdEQ8ExFPd0dgkiRJ6r3mzp3bd+TIkaObW3faaaftMX369H7def4LL7zwHRMnThzS0f06esPbhzt6AkmSJJWv+vp6UkpUV1e3e5/bb799YTeG1CUdbfl9CXgP8KmU0kIgAR2uuCVJklREuVpY8VJfXn9ua+46fzdytV063Ny5c/vutddeo88444zdR48ePeqrX/3qLmPGjHnnPvvsM+rLX/7yOxq2q6ur45RTThm+zz77jDr22GP3WrVqVRXAIYccsu/DDz/cH6B///4HfvGLXxy27777jjrggAP2e/nll2sATj311OFnnXXWbgceeOB+u+6667tuuumm7RuOe9lllw1p7nxf+9rXhg4fPnzM4Ycfvs+8efO26kxuHS1+rwXGA58oPF8F/L/OnFiSJEld0NDH94b378uP9nsXa1/vy4bV1Tx122B+tN+7utoHeMGCBf3OPvvs5d/5zndeee211/o+/fTTc+bMmTN7xowZ/f/0pz8NbNjm/PPPX/bcc8/NHjRoUP0PfvCDnZseZ926dVXjx49fPXfu3Nnjx49f/R//8R8bt1myZEmfadOmPTt58uR5l19++TCAO++8c5v58+f3a3q+v//97/3vuuuuHZ555pnZU6ZMmf/UU08N6ExeHe32cGhK6d0R8U+AlNKbEdG3MyeWJElSkdStr271eSfssssuG4466qg155577q4PP/zwNqNGjRoFsHbt2qpnn32231577bVh6NChGz70oQ+tATjzzDOXX3PNNYOBJY2P06dPn3T66aevBDjooIPWPPDAA9s0rDvhhBNWVFdXc9BBB61fvnx5H4A///nP2zR3vlWrVlV95CMfWTFo0KB6gA996EMrOpNXR4vf2oioJt/dgYjYGajvzIklSZLUBec+tGk647vO342nbhsMQFQl3nnCck7++ctdOXz//v3rAVJKXHDBBYu+8pWvvN54/dy5c/vmp4HYpOlzgJqamlRVVdXwmLq6uo0b9evXLzU8Tilt/Nnc+SZNmjS4ueN3VEe7PVwD3AUMjojvAI8A3+1yFJIkSeq8E/7jZfrvtIG+A3Psf/oyTrimS4VvYx/+8IffuuWWW3ZauXJlFcCLL77Y59VXX60BWLRoUd8HHnhgAMB//dd/7XD44Yev7q7zfeADH1h9zz33bLd69ep48803q+6///7tOnP8DrX8ppRujYjpwFHkZ3g7KaU0pzMnliRJUpFU94Htdt8A0NUW36ZOOeWUt2bNmtXv4IMP3g/yLcK33nrrizU1NWmvvfZaf+ONN+74uc99bo8999zz7YsvvnhZd53vyCOPXHvyySe/MWbMmNHDhg17+5BDDulUoR0NTcytbhQRqY0N27NNTxs3blyaNm1a2xsWyYIFCxg+fHiPna8nVXJuYH7lrJJzg8rOr5Jzg8rOr5Jzg57PLyKmp5TGNV721FNPLTjggANeb2mfZjXc3Na4O0RGPfXUUzsdcMABw5tb196W34ci4g5gckrppYaFhZvdjgQ+BTwE3Ny1UCVJktQpFr3t0t7i91jgHOC2iNgTWAFsTb7P8F+An6SUZnRHgJIkSVKxtKv4TSmtJz/G77UR0QfYCViXUlrRjbFJkiRlVX19fX1UVVX1qi6l5aC+vj5oZTSyjo72QEqpNqW0yMJXkiSp28xctmzZtoVCTu1UX18fy5Yt2xaY2dI2HR3nV5IkSd2srq7uM4sXL/7F4sWLx9CJxsoMqwdm1tXVfaalDSx+JUmSepmDDjpoKXBCqeOoRP5PQpIkSZlh8StJkqTMsPiVJElSZlj8SpIkKTM6VfxGxICIqC52MJIkSVJ3alfxGxFVEfEvEXFPRCwFngUWRcSsiPhBRIzs3jAlSZKkrmtvy+9DwN7AJcDQlNJuKaXBwHuAqcBVEXFGN8UoSZIkFUV7x/k9OqVU23RhSukN4A7gjsK0x5IkSVKv1a6W3+YK385sI0mSJJWSoz1IkiQpMyx+JUmSlBldKn4j4ocR8fOI2L9YAamIbjou/0+SJElA11t+vwV8GfhkRHyw6+GoWOpqNzD1lbU8s3AxU392DnW1G0odkiRJUsm1d7SHlhwH7AZsDfwC2KPLEakopl11DAfVzaBP1FO77AWmXbWAwy77a6nDkiRJKqmutvzWAn8Hvg/s1dVgIuJjhYkz6iNiXKPlH4yI6RHxTOHnB7p6rko3IPcWfaIegD5Rz4DcyhJHJEmSVHrtneHtV80tTyndmVJ6PKX0SkopV4R4ZgKnAA83Wf46cHxK6V3Ap4BbinCuirZmpwOoTfm3tzZVsWbnsaUNSJIkqRdob7eHjTe0RcRfUkof6o5gUkpzCudouvyfjZ7OAvpFxFYppbe7I45KMO6865h21QIG5FayZvBYxp3781KHJEmSVHLtLX5To8c7d0cgHXAq8M+WCt+IOBc4F2DYsGEsWLCgxwJbvnx5j52rPcbuFMB2LP7wZbzy6mtdOlZvy63YzK98VXJuUNn5VXJuUNn5VXJuUPn5ZV17i9+hEXEW8BQQbWzbqoh4ABjazKpLU0qT29h3NPA9oMWW55TSDcANAOPGjUvDhw/vfLCd0NPna9VnHwRgeJEO16ty6wbmV74qOTeo7PwqOTeo7PwqOTeo/PyyrL3F77eAccDZwK4R8Qz57gezgNkppTvae8KU0tEdDRIgInYF7gL+NaX0fGeOIUmSpGxrV/FbaE0lIrYh3/+3ChgIvAs4CWh38dsZEbEdcA9wSUrpH915LkmSJFWujo7z+1dgBvBOYBlwTkrpjWIFExEnA/9Bvl/xPRExI6V0DPAFYARwWURcVtj8QymlpcU6tyRJkipfh4rflFLjsXdPA+6PiONTSl27m2rT8e8i37Wh6fJvA98uxjkkSZKUXR2e5CIiqiNiGPACcB/wUNGjkiRJkrpBh1p+I2IR0B9YArwGLALu7oa4JEmSpKLraJ/f/VJKzpMrSZKkstTe6Y0DoLXCN5pOyyZJkiT1Mu3t8/tQRHwxInZvvDAi+kbEByLiV8Cnih+eJEmSVDzt7fZwLHAOcFtE7AmsAPoB1cBfgJ+klGZ0R4CSJElSsbR3kov1wLXAtRHRB9gJWJdSWtGNsUmSJElF1dEb3kgp1ZIf5UGSJEkqKx0d6uzCZhavBKbb7UGSJEm9XUcnuRgHnA8MK/w7F3gf8J8R8dXihiZJkiQVV0e7PewIvDultBogIi4H/ht4LzAd+H5xw8uW065/DIDbzxtf4kgkSZIqU0dbfncHNjR6XgvskVJaB7xdtKgkSZKkbtDRlt//AqZGxGQggAnkhz8bAMwudnCSJElSMXWo5TeldCXwf8mP87sCOD+lNCmltCal9Mnih5cddbl6Xnx9DXMWvcXEyTOpy9WXOiRJkqSK0+GhzoA6oB5I5Ls9qAgmTZnN0lX5niO3Tl1IBFxxwpgSRyVJklRZOtTyGxFfAm4lP8nFYOA3EfHF7ggsa+YvXb3xcS7BvCWrW9lakiRJndHRlt9PA4emlNYARMT3gMeA/yh2YFkzYvBAHn1+OQDVASOHDCxxRJIkSZWno6M9BJBr9DxXWKYumjhhFEMGbcU2/Wo4Y/weXHbcqFKHJEmSVHE62vJ7E/B4RNxFvug9Cbix2EFlUU11FcN3GgDY11eSJKm7dKj4TSn9OCL+BziCfPH7Kac1liRJUrloV/EbEavIj+6wcVGjdSmltE2xA8siZ3aTJEnqXu0qflNKg7o7EEmSJKm7dWacXxVZXa6eSVNmM3/pakYMHsjECaOoqe7ovYiSJElqi8VvLzBpymx+/dhCAB5/YbkTXEiSJHUTmxd7ASe4kCRJ6hkWv73AiMEDN3sj3lizgbpcfcnikSRJqlQWv73AxAmj2GfopnsK5y1ZxZX3zC5hRJIkSZXJ4rcXqKmuYoeVm4pduz5IkiR1D4vfXmLEVm9SXZg5ujpg5JCBJY5IkiSp8jjaQy8xcfA/CGDeju9n5JCBXHbcqFKHJEmSVHEsfnuJmkhcMeQROPuSUociSZJUsez20IPqcvVMnDyTf/nPqUycPHPTiA65OnjjeVj8DH/6/pl84rpHShuoJElShbLltwc1ncwikYg5Uzhi/d84Oi2iOuBD6W7qVi1l4uQfOdObJElSkVlZ9aCmk1ncP2sJt64YzYDcW1RHfnl1JLZnFbdOXehwZ5IkSUVm8duDRgwe2KjIzf/MUc38NIzalH8ralMV89IwhzuTJEnqBnZ76EHf+PB+PPHiG7y2Yh3v2G5rDtpje377xEtcWXcmkNi/eiFP5Ybz7bozHe5MkiSpG9jy24O++6dneXbxKt5aX8e8xSuoqoIzxu/BoXsP5sWBBzFq96Fct/V5DOi3FWeM38PhziRJkorMlt8eNG/JKqrJcVnNLYyIV1k9d2+OvegmqK6Bm64EYPhOAwC44oQxpQxVkiSpIln89qA3XnmOy2ru5pPVD9In6qlbMxvu+wZ85Psbt7n9vPEljFCSJKmyWfz2oB2q1zEivUafyI/vWxMJlj2bX3n2PSWMTJIkKRvs89uDRo49kucbjeyQowp23q/EUUmSJGWHxW8PmjhhFAsOvpQH4zCejz3g4M/AMd8tdViSJEmZYbeHHlRTXcXsxeuYvctE+/ZKkiSVgC2/PaguV8+Lr69hzqK3mDh5JnW5+i22Oe36xzjt+sdKEJ0kSVLls/jtQZOmzGbpqrd5a31ds9MX1+XqefKlN/nfBW+0WBxLkiSp8+z20E3qcvVM+sH3mP/29owYeyQTJ4xi/tJN0xU3N33xt+6eRW0uAXDLYwtJJK488V09GrckSVIls+W3G9Tl6jn+mr+x1+rpfK7u1+z9v1fwnSlPM2LwpumKm5u++IHZSzY+TsD9s5YgSZKk4rHltxtM+sH3OG319I2TWRya5vDgP1dz9GX3cN/MxayrzXHyu4c5fbEkSVIPs/jtBvPe3p4PxabJLPpEPSPjVWqqq3j80qNb3O+Do4Zwy9SXNj7/0Kgh3R6rJElSltjtoRu8se0o5jeazKKWKoaPO6bN/S4/fjRDBm3FNv1q+NThezDx+NHdHaokSVKm2PJbJHW5en76yCKW3L+YFWve5sq6M0nAyHiVVYP25sPH/nubx2irZViSJEldY/FbJJOmzGbyrDeoTxBAopor6s4CYL++g/ggVb7YkiRJJWa3hyKZv3Q19flRykjA1n02vbTzlqzaYkxfSZIk9TyL3yKou3ECy1+eu/F5dcC2W/fZ+LzxmL7O4CZJklQ6Fr9FMGnpEczbsP3G5yOHDOKod24+UsOInQc4vbEkSVKJWfwWwfy3t6ee6o3PdxjQl4hN6wNI0b7pjdsqjiVJktR53oPVVbk6/q3qdj7f523mpWF8N3cmI4cM3Gzq4gQ8v3TN5rs1M71xQ3EMcOvUhUTAFSeM6fYUJEmSssLit6uuHsOhuUVENRyaZrPfVssZd9wDTJoym0efXw5smso4JbZY1tj8pZuK4eaKY0mSJHWN3R46qS5Xzzf/8Az/u3JbGno41ETisJr51FRXMXHCqI0TVpwxfg8uO25Us8saGzF4UzHcXHEsSZKkrrHlt5O+dfcsfjP1JUbU7M7YeI4+UU+OKqoPOB1oecKK1iax+MaH9+OWqQtJKX/T3CXH7tdt8UuSJGWRLb+d9MDsJQBcWXcmv8kdzSO50fyeD8Ex3+30Mb/7p2dJhbGC5y1Zxb//+dlihCpJkqSCXtXyGxEfA74FvBM4JKU0rbD8EOCGhs2Ab6WU7ipJkE3kGs3k1i8Fp1d3/iW1z68kSVL36m0tvzOBU4CHm1k+LqU0FjgWuD4iSlq4f3DUkC2WDexbvdnzjo7Za59fSZKk7tWrit+U0pyU0txmlq9NKdUVnvYjP3pYSV1+/Gj2Hbp5cXrknoM2Pu7MmL1t3RAnSZKkrulV3R5aExGHAjcCewBnNiqGm253LnAuwLBhw1iwYEG3xfT/TtidY38xm/oEJ47egU/s22fj+X76yKKNY/b+ZupCVq1axZeO3KXNY97+yREbH7/y8kvdEndnLF++vNQhdCvzK1+VnBtUdn6VnBtUdn6VnBtUfn5Z1+PFb0Q8AAxtZtWlKaXJLe2XUnocGB0R7wR+FRF/Simtb2a7Gyj0Dx43blwaPnx4cQJvRl2unh0GPM/62hyDBg1ihx0H0HC+Jfcv3rhdfYIl64LujKUnlHv8bTG/8lXJuUFl51fJuUFl51fJuUHl55dlPV78ppRaHuurffvPiYg1wBhgWnGi6pymM7KtWrUDP9lrTyDff7e1CS0kSZLU83pVn9+WRMSeDTe4RcQewL7AgpIGxZajMyx8c1NDtP13JUmSep9eVfxGxMkR8QowHrgnIu4rrDoSeCoiZgB3AZ9LKb1eojA3ajo6wx7b99v4vKa6iuE7DeCdu2zDFSeMoaa6V73UkiRJmdSrbngrjN27xfi9KaVbgFt6PqK8ulw9k6bMZv7S1YwYPJCJE0ZtnML4vpmLWVeb4+R3D+PMMQNKFaIkSZLaoVcVv73VpCmz+fVjCwF4/IXlRLCxNbfxdMWNR5ZoGOpsfW2OiZNnbiyYJUmSVDpWY+2wxcxr/3ykzX0aboZ7a30dt05dyJX3zO7OECVJktQOFr/tMGLwQKoj/7iaHCO3erPNfZyqWJIkqfex+G3D+g11TH1hOVVVwcA+id/0/wmXp5/DvV+BXLPzbABOVSxJktQbWfy24cRrH+W5JaupzSUuTjdzcO6fVL29Ep64Ae77Rov7OdSZJElS7+MNb21YtGLdxscj4jVqIm1auezZFvdrejOcJEmSSs+W3zbsst3WGx/PT8OoS4XOv1ENO+9XoqgkSZLUGRa/bZj8ucPZb+ggtulXw+92/BwM2gW22hYO/gwc891ShydJkqQOsNtDG/r1reHPF7y30ZI5JYtFkiRJXWPLryRJkjLD4rcdTrv+MU67/rEOr5MkSVLvYvHbhoZpiucseouJk2dSl6tveV19auVIkiRJKjX7/LahYZpigFunLiQCrjhhTLPrVq3agZ/stWfJYpUkSVLrbPltQ2vTFDddt/DN9T0amyRJkjrG4rcNrU1T3HTdHtv369HYJEmS1DEWv21obZripus+f/jQEkYqSZKkttjntw2tTVPcdN2CBQt6KCpJkiR1hi2/kiRJygyL35uOy/+TJElSxct2t4dcHbzxPPUb1vLEz87hZ30/zV5DtmXihFHUVPv/AkmSpEqT7eL36jGwahFVwEHr7+Ko3Cq+/eJZm43lK0mSpMqR7ebNDWs3PuwT9YyMV7cYy1eSJEmVI9vF7wGnbXxYm6qYl4ZtMZavJEmSKkemuz3UffA7PDL1CbZjFQv6vZMHdvosZwzdbrOxfCVJklQ5Ml38Trr3OX6z4SLqqaa6Fs4Ys519fSVJkipYprs9zF+6mnqqAezrK0mSlAGZLn5HDN7Ut7e1vr6nXf8Yp13/WE+FJUmSpG6S6W4PEyeMIiLf4jtyyMBm+/rW5ep58fU1rK/NMXHyTMcAliRJKmOZLn5rqqva7OM7acpslq56G4Bbpy50DGBJkqQyZhNmG+Yv3dQP2H7BkiRJ5c3itw3t7RcsSZKk3s/itw0TJ4xiyKCt2KZfDWeM38MxgCVJkspYpvv8tkdNdRWPX3p0qcOQJElSEdjyK0mSpMyw+JUkSVJmWPxKkiQpMyx+JUmSlBkWv5IkScoMi19JkiRlhsWvJEmSMsPiV5IkSZlh8StJkqTMsPiVJElSZlj8SpIkKTMsfiVJkpQZFr+SJEnKDItfSZIkZYbFryRJkjLD4leSJEmZYfErSZKkzLD4lSRJUmZY/EqSJCkzLH4lSZKUGRa/kiRJygyLX0mSJGWGxa8kSZIyw+JXkiRJmWHxK0mSpMyw+JUkSVJmWPxKkiQpMyx+JUmSlBkWv5IkScqMXlX8RsTHImJWRNRHxLhm1u8eEasj4uJSxCdJkqTy1quKX2AmcArwcAvrfwL8qefCkSRJUiWpKXUAjaWU5gBExBbrIuIk4AVgTc9GJUmSpErRq4rflkTEAOBrwAeBVrs8RMS5wLmFp6sjYm43h9fYTsDrPXi+nlTJuYH5lbNKzg0qO79Kzg0qO79Kzg16Pr89evBcmdfjxW9EPAAMbWbVpSmlyS3sdgXwk5TS6uZahRtLKd0A3NC1KDsnIqallLboq1wJKjk3ML9yVsm5QWXnV8m5QWXnV8m5QeXnl3U9XvymlI7uxG6HAh+NiO8D2wH1EbE+pfSzogYnSZKkilYW3R5SSu9peBwR3wJWW/hKkiSpo3rVaA8RcXJEvAKMB+6JiPtKHVMHlaS7RQ+p5NzA/MpZJecGlZ1fJecGlZ1fJecGlZ9fpkVKqdQxSJIkST2iV7X8SpIkSd3J4leSJEmZYfHbSRFxY0QsjYiZjZbtEBH3R8S8ws/tSxljZ7WQ2w8i4tmIeDoi7oqI7UoYYpc0l1+jdRdHRIqInUoRW1e1lFtEfDEi5hamD/9+qeLrqhY+m2MjYmpEzIiIaRFxSClj7KyI2C0iHoqIOYX36UuF5ZVyXWkpv7K/trSUW6P15X5daTG/cr+2tPK5rIjrippn8dt5NwPHNln2deDBlNJI4MHC83J0M1vmdj8wJqW0P/AccElPB1VEN7NlfkTEbuQnUnmppwMqoptpkltEvB84Edg/pTQa+GEJ4iqWm9nyvfs+cEVKaSwwsfC8HNUBF6WU3gkcBnw+IkZROdeVlvKrhGtLS7lVynWl2fwq5NrS0ntXKdcVNcPit5NSSg8DbzRZfCLwq8LjXwEn9WRMxdJcbimlv6SU6gpPpwK79nhgRdLCewfwE+CrQNneBdpCbp8FrkopvV3YZmmPB1YkLeSXgG0Kj7cFXuvRoIokpbQopfRk4fEqYA4wjMq5rjSbXyVcW1p576Ayrist5Vf215ZWcquI64qaZ/FbXENSSosg/wsFDC5xPN3lHOBPpQ6imCLiBODVlNJTpY6lG+wDvCciHo+Iv0XEwaUOqMguAH4QES+Tb3kqx5bDzUTEcOBA4HEq8LrSJL/Gyv7a0ji3SryuNHnvKura0iS3C6iw64o2sfhVh0TEpeS/Jrq11LEUS0T0By4l/9VWJaoBtif/ld5XgN9FtDFPeHn5LPDllNJuwJeBX5Y4ni6JiIHAHcAFKaW3Sh1PsbWUXyVcWxrnRj6XirquNPPeVcy1pZncKuq6os1Z/BbXkojYBaDws+y+AmpNRHwKmAB8MlXWANF7A3sCT0XEAvJfuz4ZEUNLGlXxvALcmfKeAOqBsrzxpgWfAu4sPP49ULY3pkREH/J/gG9NKTXkVDHXlRbyq4hrSzO5VdR1pYX3riKuLS3kVjHXFW3J4re4/kj+F4bCz8kljKWoIuJY4GvACSmltaWOp5hSSs+klAanlIanlIaTv6C/O6W0uMShFcsfgA8ARMQ+QF/g9VIGVGSvAf+n8PgDwLwSxtJphRazXwJzUko/brSqIq4rLeVXCdeW5nKrpOtKK5/NP1Dm15ZWcquI64qa5wxvnRQRtwHvI/+/3CXA5eQvBL8Ddid/Z+/HUkrN3VjVq7WQ2yXAVsDywmZTU0rnlyTALmouv5TSLxutXwCMSymV1UUcWnzvbgFuBMYCG4CLU0p/LVGIXdJCfnOBn5L/CnY98LmU0vRSxdhZEXEk8HfgGfItaADfIN//sBKuKy3ldw1lfm1pKbeU0r2NtllA+V5XWnrvHqDMry2t5PYWFXBdUfMsfiVJkpQZdnuQJElSZlj8SpIkKTMsfiVJkpQZFr+SJEnKDItfSZIkZYbFryRJkjLD4leSJEmZYfErqexFxOou7Lt1RPwtIqpbWN83Ih6OiJqOHqtpXBFxVkT8rJX9230uSVLnWPxKyrpzgDtTSrnmVqaUNgAPAqd19Vht6eC5JEmdYPErqWJExIURMbPw74JGyy+LiGcj4v6IuC0iLm602yeByYXttouIxY32mx4R25KfuvyT7Qhh47HaEev5ETGj8O/FiHiosKq955IkdYJfrUmqCBFxEHA2cCgQwOMR8TegGjgVOJD8Ne9JYHphn77AXimlBQAppRURMSAi+qSUaoGngP2BR4GD2zj/Zscq2DoiZjR6vgPwx8K5rgOui4g+wF+BHxe2mdnWuSRJnWfxK6lSHAnclVJaAxARdwLvIf8N1+SU0rrC8rsb7bMTsKLJcZYAQ4GXgf2AJSmlXERsiIhBKaVVLZy/uWOtSymNbXgSEWcB45ps81PgrymluwHaeS5JUidZ/EqqFNHB5QDrgH5Nlr0GvCMiDgdeTyk9V1i+FbC+g8dqVaEY3gP4QpNVbZ1LktRJ9vmVVCkeBk6KiP4RMQA4Gfg78AhwfET0i4iBwHENO6SU3gSqI6Jx0foacBLwdfI3sBEROwLLCl0hmtXCsVpU6KZxMXBGSqm+0fI2zyVJ6jxbfiVVhJTSkxFxM/BEYdEvUkr/BIiIP5Lvv7sQmAasbLTrX8h3mXig8PxV4KPAB1JKrxeWvR+4tx1hND1Wa75Avg/wQxEBMC2l9JkOnEuS1AmRUip1DJLUrSJiYEppdUT0J99CfG5K6cnCugOBC1NKZ7ay/53AJSmluW2cp81jtSPWdp1LktQ5tvxKyoIbImIU+T65v2oofAFSSv+MiIciorq58XkLozj8oT3FaFvHaktHziVJ6hxbfiVJkpQZ3vAmSZKkzLD4lSRJUmZY/EqSJCkzLH4lSZKUGRa/kiRJygyLX0mSJGWGxa8kSZIyw+JXkiRJmWHxK0mSpMyw+JUkSVJmWPxKkiQpM8qq+I2I3SLioYiYExGzIuJLpY5JkiRJ5SNSSqWOod0iYhdgl5TSkxExCJgOnJRSml3i0CRJklQGyqrlN6W0KKX0ZOHxKmAOMKy0UUmSJKlclFXx21hEDAcOBB4vcSiSJEkqEzWlDqAzImIgcAdwQUrprSbrzgXOBRgwYMBB++23XwkilCRJap/p06e/nlLaudRxZEVZ9fkFiIg+wBTgvpTSj1vbdty4cWnatGk9E5gkSVInRMT0lNK4UseRFWXV7SEiAvglMKetwleSJElqqqyKX+AI4EzgAxExo/DvI6UOSpIkSeWhrPr8ppQeAaLUcUiSJKk8lVvLryRJktRpFr+SJEnKDItfSZIkZYbFryRJkjLD4leSJEmZYfErSZKkzLD4lSRJUmZY/EqSJCkzLH4lSZKUGRa/kiRJygyLX0mSJGWGxa8kSZIyw+JXkiRJmWHxK0mSpMwoq+I3Im6MiKURMbPUsUiSJKn8lFXxC9wMHFvqICRJklSeyqr4TSk9DLxR6jgkSZJUnsqq+G2PiDg3IqZFxLRly5aVOhxJkiT1IhVX/KaUbkgpjUspjdt5551LHY4kSZJ6kYorfiVJkqSWWPxKkiQpM8qq+I2I24DHgH0j4pWI+HSpY5IkSVL5qCl1AB2RUvpEqWOQJElS+Sqrll9JkiSpKyx+JUmSlBkWv5IkScoMi19JkiRlhsWvJEmSMsPiV5IkSZlh8StJkqTMsPiVJElSZlj8SpIkKTMsfiVJkpQZFr+SJEnKjG4pfiPiYxExqPD4mxFxZ0S8uzvOJUmSJLVXd7X8XpZSWhURRwLHAL8Cft5N55IkSZLapbuK31zh53HAz1NKk4G+XT1oRBwbEXMjYn5EfL2rx5MkSVK2dFfx+2pEXA98HLg3Irbq6rkiohr4f8CHgVHAJyJiVJcjlSRJUmbUdNNxPw4cC/wwpbQiInYBvtLFYx4CzE8pvQAQEb8FTgRmt7TD3Llzed/73rfZsuuvv559992Xu+++mx/96Edb7HPLLbew2267cfvtt/Pzn2/ZU+O///u/2Wmnnbj55pu5+eabt1h/77330r9/f6699lp+97vfbbH+f/7nfwD44Q9/yJQpUzZbt/XWW/OnP/0JgCuvvJIHH3xws/U77rgjd9xxBwCXXHIJjz322Gbrd911V37zm98AcMEFFzBjxozN1u+zzz7ccMMNAJx77rk899xzm60fO3YsV199NQBnnHEGr7zyymbrx48fz7//+78DcOqpp7J8+fLN1h911FFcdtllAHz4wx9m3bp1m62fMGECF198McAW7wvAxz/+cT73uc+xdu1aPvKRj2yx/qyzzuKss87i9ddf56Mf/egW6z/72c9y2mmn8fLLL3PmmWdusf6iiy7i+OOPZ+7cuZx33nlbrP/mN7/J0UcfzYwZM7jgggu2WP/d736Xww8/nEcffZRvfOMbW6y/+uqrGTt2LA888ADf/va3t1jvZ8/Pnp89P3tN+dnzs6ee1y0tvymltcBS4MjCojpgXhcPOwx4udHzVwrLNhMR50bEtIiYVltb28VTSpIkqZJESqn4B424HBgH7JtS2ici3gH8PqV0RBeO+THgmJTSZwrPzwQOSSl9saV9xo0bl6ZNm9bZU0qSJHW7iJieUhpX6jiyorv6/J4MnACsAUgpvQYM6uIxXwF2a/R8V+C1Lh5TkiRJGdJdxe+GlG9STgARMaAIx/xfYGRE7BkRfYHTgT8W4biSJEnKiKIXvxERwJTCaA/bRcT/BR4A/rMrx00p1QFfAO4D5gC/SynN6mq8kiRJyo6ij/aQUkoRcRLwNeAtYF9gYkrp/iIc+17g3q4eR5IkSdnUXUOdPQasSCl1dXgzSZIkqWi6q/h9P3BeRCykcNMbQEpp/246nyRJktSm7ip+P9xNx5UkSZI6rVuK35TSwu44riRJktQV3TXUmSRJktTrWPxKkiQpMyx+JUmSlBkWv5IkScoMi19JkiRlhsWvJEmSMsPiV5IkSZlh8StJkqTMsPiVJElSZpRF8RsRH4uIWRFRHxHjSh2PJEmSylNZFL/ATOAU4OFSByJJkqTyVVPqANojpTQHICJKHYokSZLKWLm0/LZbRJwbEdMiYtqyZctKHY4kSZJ6kV7T8hsRDwBDm1l1aUppcnuPk1K6AbgBYNy4calI4UmSJKkC9JriN6V0dKljkCRJUmWruG4PkiRJUkvKoviNiJMj4hVgPHBPRNxX6pgkSZJUfnpNt4fWpJTuAu4qdRySJEkqb2XR8itJkiQVg8WvJEmSMsPiV5IkSZlh8StJkqTMsPiVJElSZlj8SpIkKTMsfiVJkpQZFr+SJEnKDItfSZIkZYbFryRJkjLD4leSJEmZYfErSZKkzLD4lSRJUmaURfEbET+IiGcj4umIuCsitit1TJIkSSo/ZVH8AvcDY1JK+wPPAZeUOB5JkiSVobIoflNKf0kp1RWeTgV2LWU8kiRJKk81pQ6gE84Bbm9pZUScC5xbeLo6Iub2SFR5OwGv9+D5elIl5wbmV84qOTeo7PwqOTeo7PwqOTfo+fz26MFzZV6klEodAwAR8QAwtJlVl6aUJhe2uRQYB5ySekvgjUTEtJTSuFLH0R0qOTcwv3JWyblBZedXyblBZedXyblB5eeXdb2m5TeldHRr6yPiU8AE4KjeWPhKkiSp9+s1xW9rIuJY4GvA/0kprS11PJIkSSpPZXHDG/AzYBBwf0TMiIjrSh1QC24odQDdqJJzA/MrZ5WcG1R2fpWcG1R2fpWcG1R+fpnWa/r8SpIkSd2tXFp+JUmSpC6z+JUkSVJmWPx2UkTcGBFLI2Jmo2U7RMT9ETGv8HP7UsbYWS3kVjFTTDeXX6N1F0dEioidShFbV7WUW0R8MSLmRsSsiPh+qeLrqhY+m2MjYmrhfoBpEXFIKWPsrIjYLSIeiog5hffpS4XllXJdaSm/sr+2tJRbo/Xlfl1pMb9yv7a08rmsiOuKmmfx23k3A8c2WfZ14MGU0kjgwcLzcnQzW+ZWSVNM38yW+RERuwEfBF7q6YCK6Gaa5BYR7wdOBPZPKY0GfliCuIrlZrZ8774PXJFSGgtMLDwvR3XARSmldwKHAZ+PiFFUznWlpfwq4drSUm6Vcl1pNr8Kuba09N5VynVFzbD47aSU0sPAG00Wnwj8qvD4V8BJPRlTsTSXWyVNMd3CewfwE+CrQNneBdpCbp8FrkopvV3YZmmPB1YkLeSXgG0Kj7cFXuvRoIokpbQopfRk4fEqYA4wjMq5rjSbXyVcW1p576Ayrist5Vf215ZWcquI64qaZ/FbXENSSosg/wsFDC5xPN3lHOBPpQ6imCLiBODVlNJTpY6lG+wDvCciHo+Iv0XEwaUOqMguAH4QES+Tb3kqx5bDzUTEcOBA4HEq8LrSJL/Gyv7a0ji3SryuNHnvKura0iS3C6iw64o2sfhVhxSmmK4Dbi11LMUSEf2BS8l/tVWJaoDtyX+l9xXgdxERpQ2pqD4LfDmltBvwZeCXJY6nSyJiIHAHcEFK6a1Sx1NsLeVXCdeWxrmRz6WirivNvHcVc21pJreKuq5ocxa/xbUkInYBKPwsu6+AWtNoiulPVtgU03sDewJPRcQC8l+7PhkRQ0saVfG8AtyZ8p4A6oGyvPGmBZ8C7iw8/j1QtjemREQf8n+Ab00pNeRUMdeVFvKriGtLM7lV1HWlhfeuIq4tLeRWMdcVbcnit7j+SP4XhsLPySWMpahi0xTTJ1TaFNMppWdSSoNTSsNTSsPJX9DfnVJaXOLQiuUPwAcAImIfoC/weikDKrLXgP9TePwBYF4JY+m0QovZL4E5KaUfN1pVEdeVlvKrhGtLc7lV0nWllc/mHyjza0sruVXEdUXNc4a3ToqI24D3kf9f7hLgcvIXgt8Bu5O/s/djKaXmbqzq1VrI7RJgK2B5YbOpKaXzSxJgFzWXX0rpl43WLwDGpZTK6iIOLb53twA3AmOBDcDFKaW/lijELmkhv7nAT8l/Bbse+FxKaXqpYuysiDgS+DvwDPkWNIBvkO9/WAnXlZbyu4Yyv7a0lFtK6d5G2yygfK8rLb13D1Dm15ZWcnuLCriuqHkWv5IkScoMuz1IkiQpMyx+JUmSlBkWv5IkScoMi19JkiRlhsWvJEmSMsPiV5IkSZlh8StJkqTMsPiVVPYiYnUX9t06Iv4WEdUtrO8bEQ9HRE1Hj9U0rog4KyJ+1sr+7T6XJKlzLH4lZd05wJ0ppVxzK1NKG4AHgdO6eqy2dPBckqROsPiVVDEi4sKImFn4d0Gj5ZdFxLMRcX9E3BYRFzfa7ZPA5MJ220XE4kb7TY+IbclPXf7JdoSw8VjtiPX8iJhR+PdiRDxUWNXec0mSOsGv1iRVhIg4CDgbOBQI4PGI+BtQDZwKHEj+mvckML2wT19gr5TSAoCU0oqIGBARfVJKtcBTwP7Ao8DBbZx/s2MVbB0RMxo93wH4Y+Fc1wHXRUQf4K/AjwvbzGzrXJKkzrP4lVQpjgTuSimtAYiIO4H3kP+Ga3JKaV1h+d2N9tkJWNHkOEuAocDLwH7AkpRSLiI2RMSglNKqFs7f3LHWpZTGNjyJiLOAcU22+Snw15TS3QDtPJckqZMsfiVViujgcoB1QL8my14D3hERhwOvp5SeKyzfCljfwWO1qlAM7wF8ocmqts4lSeok+/xKqhQPAydFRP+IGACcDPwdeAQ4PiL6RcRA4LiGHVJKbwLVEdG4aH0NOAn4Ovkb2IiIHYFlha4QzWrhWC0qdNO4GDgjpVTfaHmb55IkdZ4tv5IqQkrpyYi4GXiisOgXKaV/AkTEH8n3310ITANWNtr1L+S7TDxQeP4q8FHgAyml1wvL3g/c244wmh6rNV8g3wf4oYgAmJZS+kwHziVJ6oRIKZU6BknqVhExMKW0OiL6k28hPjel9GRh3YHAhSmlM1vZ/07gkpTS3DbO0+ax2hFru84lSeocW34lZcENETGKfJ/cXzUUvgAppX9GxEMRUd3c+LyFURz+0J5itK1jtaUj55IkdY4tv5IkScoMb3iTJElSZlj8SpIkKTMsfiVJkpQZFr+SJEnKDItfSZIkZYbFryRJkjLD4leSJEmZ8f8BYsi92NkzQJ0AAAAASUVORK5CYII=\n", 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15160402939.9595873490811781.33340551.7286399999999977e-131.7286399999999977e-1410.1807107443221180.1-12.7622954418286620.043429448190325183.4572799999999955e-140.2FalseFalse0.00.00.0
24168404524.6045275564980797.9804232.286560000000002e-132.2865600000000024e-1410.3832479814365770.1-12.6408173981201540.0434294481903251754.573120000000005e-140.2FalseFalse0.00.00.0
38528776548.895718871578653.2785852.808997324911027e-135.387881989554782e-1410.5857852185510360.1-12.5514486743893560.083301162178346715.6179946498220545e-140.2FalseFalse0.00.00.0
224991099999.9997351806115291.633211.083e-121.1903603252358548e-1311.3521653390120890.1-11.965371543374680.047734711055077732.166e-130.2FalseFalse0.00.00.0
170394466308232.739234775805001.287.547087036820695e-111.7911369264245145e-1114.2314554866113010.1-10.122220641476340.103070347497543821.509417407364139e-110.2FalseFalse0.00.00.0
271639375734326.162547277723606.781.0761876832189412e-101.3796481238202604e-1114.433992723725760.1-9.9681119826859740.055675564447192872.1523753664378823e-110.2FalseFalse0.00.00.0
433041941138256.999711591830615.537.743621601900474e-111.3882228530748843e-1114.636529960840220.1-10.1110558773192040.077857307050546621.5487243203800948e-110.2FalseFalse0.00.00.0
.............................................
6.073865000000023e+231.3985591005858336e+231.5913170000000024e-112.940196399917704e-1223.783465134897590.1-10.7982432976397980.080242407527605343.182634000000005e-120.2FalseFalse0.00.00.0
1.5256340000000033e+243.512902105764886e+231.7804630000000006e-114.336730675164532e-1224.183450358753110.1-10.7494670470179750.105782495998204913.5609260000000016e-120.2FalseFalse0.00.00.0
3.8322649999999847e+248.824116261402792e+232.232503000000003e-117.012285123120004e-1224.5834555327808420.1-10.65120794884140.13641176448601764.465006000000007e-120.2FalseFalse0.00.00.0
7.032854999999997e+251.6193747084188635e+252.5213659999999976e-114.738536419119827e-1225.847131663432310.1-10.5983641078169520.081619257938805285.042731999999996e-120.2FalseFalse0.00.00.0
9.625890000000014e+252.216443082080049e+252.6203259999999976e-113.644067646692632e-1225.9834408944630970.1-10.5816446738735340.060397006732779825.240651999999995e-120.2FalseFalse0.00.00.0
1.5175830818848435e+263.494364181728003e+252.206498627253767e-112.6049419644046023e-1226.181152476364390.1-10.6562963384077240.0512718162089762654.412997254507534e-120.2FalseFalse0.00.00.0
2.419299933382028e+265.570643962086947e+251.8304478826923053e-111.847801501909386e-1226.3836897134788480.1-10.7374426320276650.043841182451556543.6608957653846105e-120.2FalseFalse0.00.00.0
3.856798509108855e+268.880606753755711e+252.0314234826499856e-115.1522842815270285e-1226.5862269505933070.1-10.6921995315402420.110149786677915894.062846965299972e-120.2FalseFalse0.00.00.0
6.1484293595090236e+261.4157281788532408e+261.6657119081589087e-114.9414814809513126e-1226.7887641877077660.1-10.7784001094814350.128837293477494293.3314238163178175e-120.2FalseFalse0.00.00.0
9.801700425778084e+262.256924928639001e+261.020149346935981e-111.3407290707252236e-1226.9913014248222250.1-10.9913362441182250.0570770582652521542.0402986938719622e-120.2FalseFalse0.00.00.0
" ], "text/plain": [ "\n", " nu_data dnu_data ... T_stop data_set\n", " float64 float64 ... float64 bytes16 \n", "---------------------- ---------------------- ... ------- --------\n", " 2347263231.564593 540477332.6333663 ... 0.0 0.0\n", " 5965354674.842971 1373573674.871577 ... 0.0 0.0\n", " 9509846505.090975 2189723079.9284005 ... 0.0 0.0\n", " 15160402939.959587 3490811781.3334055 ... 0.0 0.0\n", " 24168404524.604527 5564980797.980423 ... 0.0 0.0\n", " 38528776548.89571 8871578653.278585 ... 0.0 0.0\n", " 224991099999.99973 51806115291.63321 ... 0.0 0.0\n", " 170394466308232.7 39234775805001.28 ... 0.0 0.0\n", " 271639375734326.1 62547277723606.78 ... 0.0 0.0\n", " 433041941138256.9 99711591830615.53 ... 0.0 0.0\n", " ... ... ... ... ...\n", " 6.073865000000023e+23 1.3985591005858336e+23 ... 0.0 0.0\n", "1.5256340000000033e+24 3.512902105764886e+23 ... 0.0 0.0\n", "3.8322649999999847e+24 8.824116261402792e+23 ... 0.0 0.0\n", " 7.032854999999997e+25 1.6193747084188635e+25 ... 0.0 0.0\n", " 9.625890000000014e+25 2.216443082080049e+25 ... 0.0 0.0\n", "1.5175830818848435e+26 3.494364181728003e+25 ... 0.0 0.0\n", " 2.419299933382028e+26 5.570643962086947e+25 ... 0.0 0.0\n", " 3.856798509108855e+26 8.880606753755711e+25 ... 0.0 0.0\n", "6.1484293595090236e+26 1.4157281788532408e+26 ... 0.0 0.0\n", " 9.801700425778084e+26 2.256924928639001e+26 ... 0.0 0.0" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sed_data.table" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## phenomenological model constraining" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### spectral indices" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===================================================================================================================\n", "\n", "*** evaluating spectral indices for data ***\n", "===================================================================================================================\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from jetset.sed_shaper import SEDShape\n", "my_shape=SEDShape(sed_data)\n", "my_shape.eval_indices(silent=True)\n", "p=my_shape.plot_indices()\n", "p.rescale(y_min=-15,y_max=-6)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### sed shaper" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===================================================================================================================\n", "\n", "*** Log-Polynomial fitting of the synchrotron component ***\n", "---> first blind fit run, fit range: [10, 21]\n", "---> class: HSP\n", "\n", "---> class: HSP\n", "\n", "\n", " model name name val bestfit val err + err - start val fit range min fit range max frozen\n", "----------- ------------ ------------- ------------- ------------ ----- ------------- ------------- ------------- ------\n", " LogCubic b -6.411144e-02 -6.411144e-02 7.838965e-03 -- -4.778764e-02 -1.000000e+01 0.000000e+00 False\n", " LogCubic c -1.751721e-03 -1.751721e-03 1.127030e-03 -- 3.576201e-03 -1.000000e+01 1.000000e+01 False\n", " LogCubic Ep 1.703747e+01 1.703747e+01 9.437354e-02 -- 1.626870e+01 0.000000e+00 3.000000e+01 False\n", " LogCubic Sp -1.030068e+01 -1.030068e+01 1.884114e-02 -- -1.025412e+01 -3.000000e+01 0.000000e+00 False\n", "host_galaxy nuFnu_p_host -1.006557e+01 -1.006557e+01 5.462528e-02 -- -1.025412e+01 -1.225412e+01 -8.254123e+00 False\n", "host_galaxy nu_scale 1.730764e-02 1.730764e-02 3.694887e-03 -- 0.000000e+00 -5.000000e-01 5.000000e-01 False\n", "---> sync nu_p=+1.703747e+01 (err=+9.437354e-02) nuFnu_p=-1.030068e+01 (err=+1.884114e-02) curv.=-6.411144e-02 (err=+7.838965e-03)\n", "===================================================================================================================\n", "\n" ] } ], "source": [ "mm,best_fit=my_shape.sync_fit(check_host_gal_template=True,\n", " Ep_start=None,\n", " minimizer='lsb',\n", " silent=True,\n", " fit_range=[10,21])" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "**************************************************************************************************\n", "Fit report\n", "\n", "Model: sync-shape-fit\n", " model name name par type units val phys. bound. min phys. bound. max log frozen\n", "----------- ------------ ------------ ------------- ------------- ---------------- ---------------- ----- ------\n", " LogCubic b curvature -6.411144e-02 -1.000000e+01 0.000000e+00 False False\n", " LogCubic c third-degree -1.751721e-03 -1.000000e+01 1.000000e+01 False False\n", " LogCubic Ep peak freq Hz 1.703747e+01 0.000000e+00 3.000000e+01 True False\n", " LogCubic Sp peak flux erg / (cm2 s) -1.030068e+01 -3.000000e+01 0.000000e+00 True False\n", "host_galaxy nuFnu_p_host nuFnu-scale erg / (cm2 s) -1.006557e+01 -2.000000e+01 2.000000e+01 False False\n", "host_galaxy nu_scale nu-scale Hz 1.730764e-02 -2.000000e+00 2.000000e+00 False False\n", "\n", "converged=True\n", "calls=12\n", "The relative error between two consecutive iterates is at most 0.000000\n", "dof=15\n", "chisq=15.371958, chisq/red=1.024797 null hypothesis sig=0.424971\n", "\n", "stats without the UL\n", "dof UL=15\n", "chisq=15.371958, chisq/red=1.024797 null hypothesis sig=0.424971\n", "\n", "\n", "best fit pars\n", " model name name val bestfit val err + err - start val fit range min fit range max frozen\n", "----------- ------------ ------------- ------------- ------------ ----- ------------- ------------- ------------- ------\n", " LogCubic b -6.411144e-02 -6.411144e-02 7.838965e-03 -- -4.778764e-02 -1.000000e+01 0.000000e+00 False\n", " LogCubic c -1.751721e-03 -1.751721e-03 1.127030e-03 -- 3.576201e-03 -1.000000e+01 1.000000e+01 False\n", " LogCubic Ep 1.703747e+01 1.703747e+01 9.437354e-02 -- 1.626870e+01 0.000000e+00 3.000000e+01 False\n", " LogCubic Sp -1.030068e+01 -1.030068e+01 1.884114e-02 -- -1.025412e+01 -3.000000e+01 0.000000e+00 False\n", "host_galaxy nuFnu_p_host -1.006557e+01 -1.006557e+01 5.462528e-02 -- -1.025412e+01 -1.225412e+01 -8.254123e+00 False\n", "host_galaxy nu_scale 1.730764e-02 1.730764e-02 3.694887e-03 -- 0.000000e+00 -5.000000e-01 5.000000e-01 False\n", "**************************************************************************************************\n", "\n" ] } ], "source": [ "best_fit.show_report()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===================================================================================================================\n", "\n", "*** Log-Polynomial fitting of the IC component ***\n", "---> fit range: [23, 29]\n", "---> LogCubic fit\n", "\n", "**************************************************************************************************\n", "Fit report\n", "\n", "Model: IC-shape-fit\n", "model name name par type units val phys. bound. min phys. bound. max log frozen\n", "---------- ---- ------------ ------------- ------------- ---------------- ---------------- ----- ------\n", " LogCubic b curvature -1.310993e-01 -1.000000e+01 0.000000e+00 False False\n", " LogCubic c third-degree -3.300446e-02 -1.000000e+01 1.000000e+01 False False\n", " LogCubic Ep peak freq Hz 2.549603e+01 0.000000e+00 3.000000e+01 True False\n", " LogCubic Sp peak flux erg / (cm2 s) -1.057945e+01 -3.000000e+01 0.000000e+00 True False\n", "\n", "converged=True\n", "calls=54\n", "┌──────────────────────────────────┬──────────────────────────────────────┐\n", "│ FCN = 1.997 │ Ncalls = 54 (54 total) │\n", "│ EDM = 4.76e-07 (Goal: 0.0002) │ up = 1.0 │\n", "├───────────────┬──────────────────┼──────────────────────────────────────┤\n", "│ Valid Minimum │ Valid Parameters │ No Parameters at limit │\n", "├───────────────┴──────────────────┼──────────────────────────────────────┤\n", "│ Below EDM goal │ Below call limit │\n", "├───────────────┬──────────────────┼───────────┬─────────────┬────────────┤\n", "│ Hesse ok │ Has Covariance │ Accurate │ Pos. def. │ Not forced │\n", "└───────────────┴──────────────────┴───────────┴─────────────┴────────────┘\n", "┌───┬───────┬───────────┬───────────┬────────────┬────────────┬─────────┬─────────┬───────┐\n", "│ │ Name │ Value │ Hesse Err │ Minos Err- │ Minos Err+ │ Limit- │ Limit+ │ Fixed │\n", "├───┼───────┼───────────┼───────────┼────────────┼────────────┼─────────┼─────────┼───────┤\n", "│ 0 │ par_0 │ -0.131 │ 0.032 │ │ │ -10 │ 0 │ │\n", "│ 1 │ par_1 │ -0.033 │ 0.021 │ │ │ -10 │ 10 │ │\n", "│ 2 │ par_2 │ 25.50 │ 0.22 │ │ │ 0 │ 30 │ │\n", "│ 3 │ par_3 │ -10.58 │ 0.04 │ │ │ -30 │ 0 │ │\n", "└───┴───────┴───────────┴───────────┴────────────┴────────────┴─────────┴─────────┴───────┘\n", "dof=7\n", "chisq=1.996618, chisq/red=0.285231 null hypothesis sig=0.960027\n", "\n", "stats without the UL\n", "dof UL=7\n", "chisq=1.996618, chisq/red=0.285231 null hypothesis sig=0.960027\n", "\n", "\n", "best fit pars\n", "model name name val bestfit val err + err - start val fit range min fit range max frozen\n", "---------- ---- ------------- ------------- ------------ ----- ------------- ------------- ------------- ------\n", " LogCubic b -1.310993e-01 -1.310993e-01 3.244188e-02 -- -1.000000e+00 -1.000000e+01 0.000000e+00 False\n", " LogCubic c -3.300446e-02 -3.300446e-02 2.072521e-02 -- -1.000000e+00 -1.000000e+01 1.000000e+01 False\n", " LogCubic Ep 2.549603e+01 2.549603e+01 2.235473e-01 -- 2.556357e+01 0.000000e+00 3.000000e+01 False\n", " LogCubic Sp -1.057945e+01 -1.057945e+01 4.332978e-02 -- -1.000000e+01 -3.000000e+01 0.000000e+00 False\n", "**************************************************************************************************\n", "\n", "\n", "\n", "model name name val bestfit val err + err - start val fit range min fit range max frozen\n", "---------- ---- ------------- ------------- ------------ ----- ------------- ------------- ------------- ------\n", " LogCubic b -1.310993e-01 -1.310993e-01 3.244188e-02 -- -1.000000e+00 -1.000000e+01 0.000000e+00 False\n", " LogCubic c -3.300446e-02 -3.300446e-02 2.072521e-02 -- -1.000000e+00 -1.000000e+01 1.000000e+01 False\n", " LogCubic Ep 2.549603e+01 2.549603e+01 2.235473e-01 -- 2.556357e+01 0.000000e+00 3.000000e+01 False\n", " LogCubic Sp -1.057945e+01 -1.057945e+01 4.332978e-02 -- -1.000000e+01 -3.000000e+01 0.000000e+00 False\n", "---> IC nu_p=+2.549603e+01 (err=+2.235473e-01) nuFnu_p=-1.057945e+01 (err=+4.332978e-02) curv.=-1.310993e-01 (err=+3.244188e-02)\n", "===================================================================================================================\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "my_shape.IC_fit(fit_range=[23,29],minimizer='minuit')\n", "p=my_shape.plot_shape_fit()\n", "p.rescale(y_min=-15)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### model constraining" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===================================================================================================================\n", "\n", "*** constrains parameters from observable ***\n", "\n", "===================================================================================================================\n", "\n", "---> *** emitting region parameters ***\n", "\n", "---> setting par type redshift, corresponding to par z_cosm\n", "\n", "---> setting par type magnetic_field, corresponding to par B=5.050000e-02\n", "\n", "---> setting par type region_size, corresponding to par R=1.879504e+17\n", "---> completed True\n", "\n", "\n", "---> *** electron distribution parameters ***\n", "---> emitters distribution spectral type lp\n", "---> emitters distribution name lppl\n", "\n", "---> r elec. spec. curvature =3.205572e-01\n", "---> setting par type curvature, corresponding to par r\n", "\n", "---> s_radio_mm -0.4550181897119767 1.9100363794239534\n", "---> s_X 3.222980305950095\n", "---> s_Fermi 1.7513182652424293\n", "---> s_UV_X 2.7462552767002855\n", "---> s_Opt_UV -1.6658904880354974 4.331780976070995\n", "---> s from synch log-log fit -1.0\n", "---> s from (s_Fermi + s_UV)/2\n", "---> power-law index s, class obj=HSP s chosen is 2.248787\n", "---> setting par type LE_spectral_slope, corresponding to par s\n", "---> task completed True\n", "\n", "---> setting gamma_3p_Sync= 1.553091e+05, assuming B=5.050000e-02\n", "---> task completed True\n", "\n", "---> gamma_max=2.310708e+06 from nu_max_Sync= 2.413075e+19, using B=5.050000e-02\n", "---> task completed True\n", "---> setting par type high-energy-cut-off, corresponding to par gmax=2.310708e+06\n", "\n", "---> setting par type low-energy-cut-off, corresponding to par gmin=1.487509e+02\n", "---> task completed True\n", "\n", "---> setting par type turn-over energy, corresponding to par gamma0_log_parab=1.045843e+04\n", "---> task completed True\n", "---> using gamma_3p_Sync= 155309.12567231868\n", "\n", "---> nu_p_seed_blob=4.506995e+15\n", "---> COMPTON FACTOR=5.665128e+00 22605.668714424108\n", "---> determine gamma_3p_SSCc= 2.466788e+05\n", "---> task completed True\n", "\n", "---> setting par type turn-over energy, corresponding to par gamma0_log_parab=1.661121e+04\n", "---> task completed True\n", "---> using gamma_3p_SSC=2.466788e+05\n", "\n", "\n", "---> setting par type emitters_density, corresponding to par N\n", "---> to N=3.849910e-03\n", "---> task completed (None, True)\n", "\n", "---> setting B from nu_p_S to B=1.000000e+00\n", "---> to B=1.000000e+00\n", "---> setting B from best matching of nu_p_IC\n", "\n", "---> B=2.307327e-01, out of boundaries 1.000000e-03 1.000000e-01, rejected\n", " Best B not found, (temporary set to 1.000000e-01)\n", "---> setting par type magnetic_field, corresponding to par B\n", "---> task completed True\n", "---> constrain failed, B set to: 5.050000e-02\n", "\n", "\n", "---> update pars for new B \n", "---> setting par type low-energy-cut-off, corresponding to par gmin\n", "---> task completed True\n", "---> set to 1.487509e+02\n", "\n", "---> setting par type low-energy-cut-off, corresponding to par gamma0_log_parab\n", "---> task completed True\n", "---> task completed True\n", "---> using gamma_3p_Sync= 155309.12567231868\n", "---> to 1.045843e+04\n", "\n", "---> gamma_max=2.310708e+06 from nu_max_Sync= 2.413075e+19, using B=5.050000e-02\n", "---> task completed True\n", "---> setting par type high-energy-cut-off, corresponding to par gmax\n", "---> set to 2.310708e+06\n", "\n", "---> setting par type emitters_density, corresponding to par N\n", "---> to N=5.342178e-03\n", "---> task completed (None, True)\n", "\n", "---> setting R from Compton Dominance (CD)\n", " Best R=1.048659e+16\n", "---> task completed True\n", "---> setting par type region_size, corresponding to par R\n", "---> set to 1.048659e+16\n", "---> updating setting par type emitters_density, corresponding to par N\n", "---> set to 3.075705e+01\n", "---> task completed (None, True)\n", "---> t_var (days) 0.16738344186916515\n", "\n", "show pars\n", " model name name par type units val phys. bound. min phys. bound. max log frozen\n", "------------ ---------------- ------------------- ---------------- ------------ ---------------- ---------------- ----- ------\n", "jet_leptonic R region_size cm 1.048659e+16 1.000000e+03 1.000000e+30 False False\n", "jet_leptonic R_H region_position cm 1.000000e+17 0.000000e+00 -- False True\n", "jet_leptonic B magnetic_field G 5.050000e-02 0.000000e+00 -- False False\n", "jet_leptonic beam_obj beaming Lorentz-factor* 2.500000e+01 1.000000e-04 -- False False\n", "jet_leptonic z_cosm redshift 3.360000e-02 1.000000e-10 -- False False\n", "jet_leptonic gmin low-energy-cut-off lorentz-factor** 1.487509e+02 1.000000e+00 1.000000e+09 False False\n", "jet_leptonic gmax high-energy-cut-off lorentz-factor** 2.310708e+06 1.000000e+00 1.000000e+15 False False\n", "jet_leptonic N emitters_density 1 / cm3 3.075705e+01 0.000000e+00 -- False False\n", "jet_leptonic gamma0_log_parab turn-over-energy lorentz-factor** 1.045843e+04 1.000000e+00 1.000000e+09 False False\n", "jet_leptonic s LE_spectral_slope 2.248787e+00 -1.000000e+01 1.000000e+01 False False\n", "jet_leptonic r spectral_curvature 3.205572e-01 -1.500000e+01 1.500000e+01 False False\n", "eval_model\n", "\n", "===================================================================================================================\n", "\n" ] } ], "source": [ "from jetset.obs_constrain import ObsConstrain\n", "from jetset.model_manager import FitModel\n", "sed_obspar=ObsConstrain(beaming=25,\n", " B_range=[0.001,0.1],\n", " distr_e='lppl',\n", " t_var_sec=3*86400,\n", " nu_cut_IR=1E11,\n", " SEDShape=my_shape)\n", "\n", "\n", "prefit_jet=sed_obspar.constrain_SSC_model(electron_distribution_log_values=False, silent=False)\n", "prefit_jet.save_model('prefit_jet_gal_templ.pkl')" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#this is needed only on the binder\n", "prefit_jet.eval()\n", "#\n", "\n", "pl=prefit_jet.plot_model(sed_data=sed_data)\n", "pl.add_residual_plot(prefit_jet,sed_data)\n", "pl.rescale(y_min=-15,x_min=7,x_max=29)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Model fitting" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "We remind that we can use different ``minimizers`` for the model fitting. In the following we will use the ``minuit`` minimizer and the ``lsb`` (least square bound scipy minimizer). Using ``minuit`` we notice that sometimes (as in the case below) the fit will converge, but the quality will not be enough (``valid==false``) to run ``minos``. Anyhow, as shown in the :ref:`MCMC sampling`, it still possible to estimate asymmetric errors by means of MCMC sampling\n", "\n", "We freeze some parameters, and we also set some `fit_range` values. Setting fit_range can speed-up the fit convergence but should be judged by the user each time according to the physics of the particular source.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Model fitting with LSB" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " model name name par type units val phys. bound. min phys. bound. max log frozen\n", "------------ ---------------- ------------------- ---------------- ------------ ---------------- ---------------- ----- ------\n", "jet_leptonic gmin low-energy-cut-off lorentz-factor** 1.487509e+02 1.000000e+00 1.000000e+09 False False\n", "jet_leptonic gmax high-energy-cut-off lorentz-factor** 2.310708e+06 1.000000e+00 1.000000e+15 False False\n", "jet_leptonic N emitters_density 1 / cm3 3.075705e+01 0.000000e+00 -- False False\n", "jet_leptonic gamma0_log_parab turn-over-energy lorentz-factor** 1.045843e+04 1.000000e+00 1.000000e+09 False False\n", "jet_leptonic s LE_spectral_slope 2.248787e+00 -1.000000e+01 1.000000e+01 False False\n", "jet_leptonic r spectral_curvature 3.205572e-01 -1.500000e+01 1.500000e+01 False False\n", "jet_leptonic R region_size cm 1.048659e+16 1.000000e+03 1.000000e+30 False False\n", "jet_leptonic R_H region_position cm 1.000000e+17 0.000000e+00 -- False True\n", "jet_leptonic B magnetic_field G 5.050000e-02 0.000000e+00 -- False False\n", "jet_leptonic beam_obj beaming Lorentz-factor* 2.500000e+01 1.000000e-04 -- False False\n", "jet_leptonic z_cosm redshift 3.360000e-02 1.000000e-10 -- False False\n", "filtering data in fit range = [1.000000e+11,1.000000e+29]\n", "data length 31\n", "===================================================================================================================\n", "\n", "*** start fit process ***\n", "----- \n", "fit run: 0\n", "\\ minim function calls=160, chisq=8.62431e+00 UL part=-0.000000\n", "- best chisq=8.62432e+00\n", "fit run: 1\n", "- old chisq=8.62432e+00\n", "- minim function calls=110, chisq=8.38253e+00 UL part=-0.000000\n", "- best chisq=8.38253e+00\n", "fit run: 2\n", "- old chisq=8.38253e+00\n", "| minim function calls=20, chisq=8.38610e+00 UL part=-0.000000\n", "- best chisq=8.38247e+00\n", "\n", "**************************************************************************************************\n", "Fit report\n", "\n", "Model: SSC-best-fit-lsb\n", " model name name par type units val phys. bound. min phys. bound. max log frozen\n", "------------ ---------------- ------------------- ---------------- ------------- ---------------- ---------------- ----- ------\n", "jet_leptonic gmin low-energy-cut-off lorentz-factor** 9.966069e+01 1.000000e+00 1.000000e+09 False False\n", "jet_leptonic gmax high-energy-cut-off lorentz-factor** 2.107011e+06 1.000000e+00 1.000000e+15 False False\n", "jet_leptonic N emitters_density 1 / cm3 2.417775e+01 0.000000e+00 -- False False\n", "jet_leptonic gamma0_log_parab turn-over-energy lorentz-factor** 6.344038e+03 1.000000e+00 1.000000e+09 False False\n", "jet_leptonic s LE_spectral_slope 2.184386e+00 -1.000000e+01 1.000000e+01 False False\n", "jet_leptonic r spectral_curvature 2.310319e-01 -1.500000e+01 1.500000e+01 False False\n", "jet_leptonic R region_size cm 1.443678e+16 1.000000e+03 1.000000e+30 False False\n", "jet_leptonic R_H region_position cm 1.000000e+17 0.000000e+00 -- False True\n", "jet_leptonic B magnetic_field G 1.243447e-02 0.000000e+00 -- False False\n", "jet_leptonic beam_obj beaming Lorentz-factor* 4.221134e+01 1.000000e-04 -- False False\n", "jet_leptonic z_cosm redshift 3.360000e-02 1.000000e-10 -- False True\n", " host_galaxy nuFnu_p_host nuFnu-scale erg / (cm2 s) -1.005696e+01 -2.000000e+01 2.000000e+01 False False\n", " host_galaxy nu_scale nu-scale Hz 1.730764e-02 -2.000000e+00 2.000000e+00 False True\n", "\n", "converged=True\n", "calls=21\n", "The relative error between two consecutive iterates is at most 0.000000\n", "dof=21\n", "chisq=8.382467, chisq/red=0.399165 null hypothesis sig=0.993298\n", "\n", "best fit pars\n", " model name name val bestfit val err + err - start val fit range min fit range max frozen\n", "------------ ---------------- ------------- ------------- ------------ ----- ------------- ------------- ------------- ------\n", "jet_leptonic gmin 9.966069e+01 9.966069e+01 1.399967e+02 -- 1.487509e+02 1.000000e+00 1.000000e+09 False\n", "jet_leptonic gmax 2.107011e+06 2.107011e+06 9.378794e+05 -- 2.310708e+06 1.000000e+04 1.000000e+08 False\n", "jet_leptonic N 2.417775e+01 2.417775e+01 4.145019e+01 -- 3.075705e+01 0.000000e+00 -- False\n", "jet_leptonic gamma0_log_parab 6.344038e+03 6.344038e+03 1.555644e+04 -- 1.045843e+04 1.000000e+00 1.000000e+09 False\n", "jet_leptonic s 2.184386e+00 2.184386e+00 3.266682e-01 -- 2.248787e+00 -1.000000e+01 1.000000e+01 False\n", "jet_leptonic r 2.310319e-01 2.310319e-01 4.814513e-02 -- 3.205572e-01 -1.500000e+01 1.500000e+01 False\n", "jet_leptonic R 1.443678e+16 1.443678e+16 1.732380e+16 -- 1.048659e+16 3.162278e+15 3.162278e+17 False\n", "jet_leptonic R_H 1.000000e+17 -- -- -- 1.000000e+17 0.000000e+00 -- True\n", "jet_leptonic B 1.243447e-02 1.243447e-02 6.514474e-03 -- 5.050000e-02 0.000000e+00 -- False\n", "jet_leptonic beam_obj 4.221134e+01 4.221134e+01 1.690137e+01 -- 2.500000e+01 5.000000e+00 5.000000e+01 False\n", "jet_leptonic z_cosm 3.360000e-02 -- -- -- 3.360000e-02 1.000000e-10 -- True\n", " host_galaxy nuFnu_p_host -1.005696e+01 -1.005696e+01 3.315523e-02 -- -1.006557e+01 -1.225412e+01 -8.254123e+00 False\n", " host_galaxy nu_scale 1.730764e-02 -- -- -- 1.730764e-02 -5.000000e-01 5.000000e-01 True\n", "**************************************************************************************************\n", "\n", "===================================================================================================================\n", "\n" ] } ], "source": [ "from jetset.minimizer import ModelMinimizer\n", "from jetset.model_manager import FitModel\n", "from jetset.jet_model import Jet\n", "\n", "jet_lsb=Jet.load_model('prefit_jet_gal_templ.pkl')\n", "jet_lsb.set_gamma_grid_size(200)\n", "\n", "fit_model_lsb=FitModel( jet=jet_lsb, name='SSC-best-fit-lsb',template=my_shape.host_gal) \n", "fit_model_lsb.freeze(jet_lsb,'z_cosm')\n", "fit_model_lsb.freeze(jet_lsb,'R_H')\n", "fit_model_lsb.jet_leptonic.parameters.beam_obj.fit_range=[5,50]\n", "fit_model_lsb.jet_leptonic.parameters.R.fit_range=[10**15.5,10**17.5]\n", "fit_model_lsb.jet_leptonic.parameters.gmax.fit_range=[1E4,1E8]\n", "#fit_model_lsb.jet_leptonic.parameters.gmax.val=2.6E7\n", "#fit_model_lsb.jet_leptonic.parameters.gmin.val=100\n", "\n", "fit_model_lsb.host_galaxy.parameters.nuFnu_p_host.frozen=False\n", "fit_model_lsb.host_galaxy.parameters.nu_scale.frozen=True\n", "fit_model_lsb.jet_leptonic.nu_size=200\n", "fit_model_lsb.jet_leptonic.IC_nu_size=100\n", "fit_model_lsb.jet_leptonic._blob.adaptive_e_binning=0\n", "model_minimizer_lsb=ModelMinimizer('lsb')\n", "best_fit_lsb=model_minimizer_lsb.fit(fit_model_lsb,sed_data,1E11,1E29,fitname='SSC-best-fit-lsb',repeat=3)\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Table length=13\n", "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
model namenamevalbestfit valerr +err -start valfit range minfit range maxfrozen
str12str16float64float64float64float64float64float64float64bool
jet_leptonicgmin9.966069e+019.966069e+011.399967e+02--1.487509e+021.000000e+001.000000e+09False
jet_leptonicgmax2.107011e+062.107011e+069.378794e+05--2.310708e+061.000000e+041.000000e+08False
jet_leptonicN2.417775e+012.417775e+014.145019e+01--3.075705e+010.000000e+00--False
jet_leptonicgamma0_log_parab6.344038e+036.344038e+031.555644e+04--1.045843e+041.000000e+001.000000e+09False
jet_leptonics2.184386e+002.184386e+003.266682e-01--2.248787e+00-1.000000e+011.000000e+01False
jet_leptonicr2.310319e-012.310319e-014.814513e-02--3.205572e-01-1.500000e+011.500000e+01False
jet_leptonicR1.443678e+161.443678e+161.732380e+16--1.048659e+163.162278e+153.162278e+17False
jet_leptonicR_H1.000000e+17------1.000000e+170.000000e+00--True
jet_leptonicB1.243447e-021.243447e-026.514474e-03--5.050000e-020.000000e+00--False
jet_leptonicbeam_obj4.221134e+014.221134e+011.690137e+01--2.500000e+015.000000e+005.000000e+01False
jet_leptonicz_cosm3.360000e-02------3.360000e-021.000000e-10--True
host_galaxynuFnu_p_host-1.005696e+01-1.005696e+013.315523e-02---1.006557e+01-1.225412e+01-8.254123e+00False
host_galaxynu_scale1.730764e-02------1.730764e-02-5.000000e-015.000000e-01True
" ], "text/plain": [ "\n", " model name name val ... fit range max frozen\n", " str12 str16 float64 ... float64 bool \n", "------------ ---------------- ------------- ... ------------- ------\n", "jet_leptonic gmin 9.966069e+01 ... 1.000000e+09 False\n", "jet_leptonic gmax 2.107011e+06 ... 1.000000e+08 False\n", "jet_leptonic N 2.417775e+01 ... -- False\n", "jet_leptonic gamma0_log_parab 6.344038e+03 ... 1.000000e+09 False\n", "jet_leptonic s 2.184386e+00 ... 1.000000e+01 False\n", "jet_leptonic r 2.310319e-01 ... 1.500000e+01 False\n", "jet_leptonic R 1.443678e+16 ... 3.162278e+17 False\n", "jet_leptonic R_H 1.000000e+17 ... -- True\n", "jet_leptonic B 1.243447e-02 ... -- False\n", "jet_leptonic beam_obj 4.221134e+01 ... 5.000000e+01 False\n", "jet_leptonic z_cosm 3.360000e-02 ... -- True\n", " host_galaxy nuFnu_p_host -1.005696e+01 ... -8.254123e+00 False\n", " host_galaxy nu_scale 1.730764e-02 ... 5.000000e-01 True" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "best_fit_lsb.save_report()\n", "best_fit_lsb.bestfit_table" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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8ESMiIiIiIqo1mIgRERERERGZGRMxIiIiIiIiM2MiRkREREREZGZMxIiIiIiIiMyMiRgREREREZGZMREjIiIiIiIyMyZiREREREREZsZEjIiIiIiIyMyYiBEREREREZkZEzEiIiIiIiIzYyJGRERERERkZkzEiIiIiIiIzIyJGBERERERkZkxESMiIiIiIjIzJmJERERERERmxkSMiIiIiIjIzJiIERERERERmRkTMSIiIiIiIjNjIkZERERERGRmTMSIiIiIiIjMjIkYERERERGRmTERIyIiIiIiMjMmYkRERERERGbGRIyIiIiIiMjMmIgRERERERGZGRMxIiIiIiIiM2MiRkREREREZGZMxIiIiIiIiMyMiRgREREREZGZMREjqkNGLT6EUYsPKR0GERERUZ3HRIyIiIiIiMjMmIgRERERERGZGRMxojpCpzfgSnI2zsVlYM6GcOj0BqVDIiIiIqqzLCoRE0KMEEKcEUIYhBAdbtv3mhDiohAiUgjxUDnnuwkhdgghLhT9Xc88kRNZtlGLD6Hb3N1IzNQiI0+H5Yeuovvc3ZwvRkRERKQQi0rEAIQDGApgb8mNQogwAKMBNAfQF8AiIYS6jPNfBbBLShkMYFfRayICkFegv+V17m2viYiIiMh8LCoRk1Kek1JGlrFrEICfpZRaKeUVABcBdCrnuB+Kvv4BwGCTBEpUw6ye0hWD2/rdfK0WwJB2flg9pauCURERERHVXRaViN2BH4DrJV5HF227nbeUMg4Aiv72MkNsRDXCnAFh8LUXcBdajGjlgdn9w5QOiYiIiKjO0pi7QSHETgA+Zex6Q0q5obzTytgmqxnHZACTAcDPzw9RUVHVuZxRpKSkKB2CRWK/lFaZPkm+chEx4SeRcP4cBqXeQLqTH/x2JmLlKW807tQdfi3aQG1lZcJozYf3Smnsk7KxX0pjn5SN/VIa+6Q09glVhdkTMSll7yqcFg3Av8TrBgBiyzguQQjhK6WME0L4Aki8QxxLACwBgA4dOsiAgIAqhGV8lhKHpWG/lFZenxQX4Fg9pStSYq5j84pv0a7fQHR++BE8vzMJECq891QHXDr6N07t2o7Tm9dhwHOz0KhVG/MFb0K8V0pjn5SN/VIa+6Rs7JfS2CelsU+ossyeiFXRRgA/CSE+BlAfQDCAf8o57nEAc4v+Lu8JG1GdcGrHVrTq3Rddhz0KAFgdFHJzX0iXHgjp0gORh/Zh/+rlaNiyNYQo6+EzERERERmbRc0RE0IMEUJEA+gKYLMQYjsASCnPAFgD4CyAbQCekVLqi85ZWqLU/VwAfYQQFwD0KXpNVCcV5OXh7L49aN374TseF9y5G7TZWZj04RqWsyciIiIyE4t6IialXAdgXTn73gfwfhnbJ5b4OgVAL5MFSFSDRBzci/ohTeHseeeaNSqVGh0GDMWV37Yhs15DM0VHREREVLdZ1BMxIjISKXHij81o82D/Ch0e1vMB2GfGwS6r3GmVRERERGRETMSIaiGHzFhos7MQ0LpdhY7XWFsjoUEH+Fz728SRERERERHARIyoVvKK/hetej8MoVIh9sIN/Lv9KnZ+fxYpsVlIic3CgbUXocvX3zxepzfgsH1L7BON8drqI9DpDQpGT0RERFT7WdQcMSKqHp3egKuJ6YgWAVDnN0FQYja2fHUKTbv4on6QK+wcrSFUQFZaHla/fwQPPNYMM3aexZXkbCRm6wHb+lj1bwJ2X9yNAA8HrJ7SVelviYiIiKhWYiJGVEuMWnyoMKHK0gG2flh5LA47z6cipIk9Jo4MvuXYhya2wKV/E7H350gIN4m8gv+ejkEI5GoLzBw9ERERUd3CoYlEtUhegR4osRaYIVuHAnXZxwa288LI1zti6eh2eCjQ8+Z2AYlu9bR8GkZERERkQkzEiGqJ1VO64qEgJ0AWzu9SCSAQGqyaWn5CJYRAWnwO2l/XwdvJBs62Goxs5YEWZ35BbmaGuUInIiIiqnOYiBHVIlNb2qGp9hqcbTXo5e6CGd2aQJR4QlaW+iGuyE7RItTZDs18nfHhmC5o2qU7/l632kxRExEREdU9TMSIahF9bjba6y6jmY8TuiUCzTr73PUctVqFxm084HHjv0qJXYc/ijN79+BGQjyAwvlnoxYfMlncRERERHUNEzGiWiQvOxt6jS0gBEa92QkunvYVOq/DwwFIqvffZDIH13po9/Aj2P/zclOFSkRERFSnMREjqkW02VnQaWzhlaKDlLLC5zl72ME6X8Kq4L9zOvQfgphz4Yi/eN4UoRIRERHVaSxfT1SLaHOyYVDbICimACr1neeG3e5Rt3rwauR087WVrS26jhiDv1YuA7wH3lKNkYiIiIiqh0/EiGqRvKws2BbYIN1BBTtH60qdG9jOC5f+TbplW4v7+iA3IwOuKReNGSYRERFRncdEjKgW0eZkwyHPCglu5Swedgf+zeohJSYLORn5N7ep1Gp0GzEGPtf+NmaYRERERHUehyYS1SJ52VkY8dg9CGzfqdLnaqzU6P9Ma1jZ3prE+TVtDrvsRGOFSEWKq1By4WwiIqK6iU/EiGqR3IxMpCcZoLaq2n9trwAnJF/PumWbtaMz9rt0QkRMGuZsCIdObyjnbDIGLhVARERUNzARI6pFcjOzEPlPWpXPN+glNn1+ArlZhcMTRy0+hO4f7kG4Y1Ok50ssP3QV3efuZqJQTTq9AVeSs3EuLuOW5La87URERFT7cGgiUS2Sn5sNBw+7Kp9vZa2Gf5g7rpxMRlj3+gCAvAI9IP77zCa3QF/tOOuq4gT2SnI2EjO1AIDlh65ie3g8Ajwcyt3O4YtERES1D5+IEdUSUkrk52ZDral6IgYAge08cenfwjlhq6d0xeC2fgAK1xdTC2BIOz8mBhVU3jDDvNuS2eLktrzt1W2PiIiILA8TMaJaQpevhVCpcM+optW6TqMW7mjbp+HN13MGhMHfKg8+BckY17URZvcPq26oddbqKV1LJLeFSia35W0nIiKi2qdKQxOFEA4A8qSUHKNEZCG02dmwcXBAPR+Hal3H2lYDD38n3EjMgauXPTRqFQLcHdDs6lq8PvBxI0VbOxXkZSP68lEkxp1HTnYu4q95QavPwZA396EHDsCg06GZbw80Sb2Opvn1cUPlDjeZikZHNmLT5QDYx+5HU0M33FC5o4mjHoPt1Pjrtz9gbWeFho3bwadxe6htbMtsu3h+WV6BHnM2hGPOgDBo1PysjYiIyFJVKBETQqgAjAYwFkBHAFoANkKIJABbACyRUl4wWZREdFd52VmwsrbHpi9OYsRrHat1ravhKbh4LBH9p7UCAOTbukBTkIf83BxY29kbI9waKy8zEzEXT+Cff1YhMT4O2Tdy4Kp3hbrAFhlpyciz0UNnpcffjvfjqk1jQDghvsADWcKA9poj8G/REu55vhgf/y+EKglCCDT26g4HWy/EqiLRJuEIoNchxMoLCRcLcCpyN7JztdDkboZtvhquHt4wWOUhyyYDXj5eCM/yQJxLT0Rk2JaaX/b3G70V7i0iIiIqT0WfiO0BsBPAawDCpZQGABBCuAG4H8BcIcQ6KeUK04RJRHejzc6Gla1xkqSAVh74a1Uk8nN1sLbTAEIgz94NqTHR8AkKMUobls6g1+NGQjxOHvwVJ07vRlZKLlQZKjhIW7h4eyHacBWO9Rzg3zQQTUN7ILRFb0xacwZQFz6xio3LAPJ0hRcTaiTYtsUV33vRulfhUMOumFCqzZYP9C21rS9mACicA5iRlQKZXYDwk5twPHwPrsTFwjrtOlpknccl7/6ATf2b5+Xm6265DtctIyIisiwVTcR6SykLbt8opUwFsBbAWiGElVEjI6JKycvOgrVd9YYlFrOx06B+sCuiTicjpJNP4fUdPJASc73WJmL5ebk4tOMbnDrxF24kZEJzQw03J0/YeTlAWGnQrEsbNG/1AEKa94ZaXfpHp05vwJU0PfIKMjC4rR9CvB3x4+FrAP6b7/X2wBZVjk8IARcnD8AJ6OEzCT0emnRzn5QS0d9tR8z5AgAqQOrRJDUcW784Da11HHxHvVrldomIiMg0KpSIlZWEVeUYIjIdbU427Jwc4d/S0yjX6zSgMaxt//sRkWvvgdSY60a5tiXIyUjG3h1f4dzpY9DGa2Gf4wCVq0B+PR2adW6N9l2GonHw3Z8elVeS3svRGt5ONsgt0GNIOz+TFjkRQuDjxx/E33N3F7bXtiGe7tAGZ/ZuwIF9p3D2zyeQ6d0VybYBmL3eEf/3SHPOHyMiIlJYpYt1CCFekVJ+aIpgiKjq8rKy4OTugvZ9A4xyPa9GzkhPykVBfmFNntyiJ2I12dl/f0fksQOQyTa4dPoocpwK4FzfAa0f7I7e/V+CVTmFMCri9tLzeToDTr31UHVDrjCNWoUAj8Inom8PagkAeD6jA/JCWyAxIwVx2TaAVGHFoSgcO7AJi8d3gn+rXmaLj4iIiG5110RMCLGm5EsAbQAwESOyMNqcLOj11tj1/Vn0mmCcpy9/rYq8ubBzroM7Uq/VrDWqpJRIuHwRa396A6lX0qHSCdj6WmPA4Fl4cNpzcHRxr3YbxXOu5mwIx/JDVwH8NxTR3Mqb/5WtdwJQOGdMChWSVa5YPv8j2HrMx+BxL+D1o853PJ+IiIiMryJPxDKklBOLXwghvjJhPERURdrsLFhZOyAlPsdo1wxs64lLxxOxekpX6HUF+HzCd9AVFEBjZblTQg16Pf75axkO7NkIeV3CzbU+7Lwdcc+IHujRawo01jYmaXfOgDBsD483y1DEilo9pSuioqKw7GTWLUniw93uweOd78eKZa9j66Jv0dTWA9kNmwBgIkZERGQuFUnE3r/t9RumCISIqicvOxuObl5GvWaTNp44+Nsl6PL10FhbwdnTGzfiYuDRMMCo7RhD0tULOLvjD/x06HfoDRIOje1w36SRaNftUQghTN7+LUMDq1GUwxTKShI1ahVefe035GbnYOC7S5AdZ4shr87FDy+MgbN3w7tflIiIiKrlromYlPIKAAghPKSUyUWVEonIwmizs+Du7wA7R+M9rbJzssZ9Y0NhMEgAgLtfA6TERFtMIpaZFouNq9/FpZOXYJulQUjHBzBw8nSEdXwYKrXa7PFY6tC+8pLEUYsPFRYZQTBgC8TK+nj03R/x8ZgeCO12r1LhEhER1QmVKdaxDMBAUwVCRNWjzc6Gd4AnOg5obdTrBrX3QmZqHqxtNXBv0NAiKidejziKyP1/49ifm6F11aFp5xZ4ZMQcJCTdQEBAgNLhWaTyksRbiowINeJcAnHwl1XYt/4rDHvmTUzdlnnH84mIiKhqKlO/2PRje4ioyvKys6DXW+HsgVijXjfhSga2f3MGAODm54+U6GtGvX5F5eVmYM2y5/HO1Aex8oPZsHeph0nzv8KcL/7AyAkfw87BVZG4arLVU7picNv/ioqoBfBI5xZ49IMFuGqbjq9nv4SA1D0KRkhERFR7VSYRkyaLgoiqTZuTjYI8DSIOxhn1ujb2GuTnFlbcc/fzN/sTsewbKfh7/S9YOHU0zh05h9DOYZixeDW6jRgDN99GZo2lNpozIAzeTjZwttVgXNdGmN0/DLZ2Dnj77c2w69EA4dHAlajLmLMhHDq9QelwiYiIao3KDE3kEzEiC5aXlQVrO3tAZBr1utZ2GmiLEjG3+g2QFh8Hg0EPlcq0c7AiTm7BxtWLYLiqR6uuvfDoax/Av2kbk7ZZF5U3f+zRJX/jSvJoJDrlAlKF5QevYHt4LAI8nG4OUyxezJrDFomITOfYsWNeGo1mKYAWqNxDFFKWAUC4Tqeb2L59+8SyDqhMIvaacWIiImMzGPQo0ObBysbO6Ne2tbdCaCdvAICVrS3snJ2RkZgIVx9fo7cFAMnXr2L1opeRfj0TNoHWGD5nFpqE9jRJW3RnhfPHin7nCxU0aZcg3JorGhMRUV2j0WiW+vj4NPP09ExTqVQcoVZDGAwGkZSUFBYfH78U5dTZqHBWLaUMF0KMEEI4AYAQ4k0hxG9CiHZGihdF1z8jhDAIITrctu81IcRFIUSkEOKhcs5/SwgRI4Q4UfSnn7FiI7Jk2pwcWNvZwbORC+4f19So11ZbqdB9ePDN1+5+/kgxwfDEQ7u/wfvPP4TVb7+CpmHdMWXBF5j59gYmYWawekrXUk+1bp8/phKAgz4F90d9BKnTQac34EpyNs7FZXDYIhGRabXw9PTMYBJWs6hUKunp6ZmOwieZZarMEzEAmC2l/EUI0QPAQwA+AvAVgM5VD/MW4QCGAlhccqMQIgzAaADNAdQHsFMIESKl1Je+BD6RUn5kpHiIagRtVhZsHRxNdv11C/7FQ5NawN7ZGu4NCueJBbbvZJRrnzr8Gzas/BoiXQWPVh4Y89RHcK5nmqdtVDm3rz82tm19rHhvL96c9Sp2uPdFYqYWALD80FVsD49HgIcDhykSERmfiklYzVT071bug6/KJmLFiU9/AF9JKTcIId6qYmylSCnPAShr8dVBAH6WUmoBXBFCXATQCcAhY7VNVJNpc7JhY++IpKuZ+GfTFQyZabQH1QCAnIx8aHMKYO9sDTc/f8RGRlT43PLmEZ34ew0u7P4XiZei4NXUE2MnfQJHF+MuSE3Vo1Gr8PcbvW/ZNuujNfhkxovQaK4Dqv/+vXILyvpcjIiIlDDoi/2hALBheo9IpWOh8lU2EYsRQiwG0BvAh0IIG5hn0qAfgMMlXkcXbSvLdCHEYwCOApgppUwr6yAhxGQAkwHAz88PUVFRxou2ilJSUpQOwSKxX0q7vU8SLl2EVKsRFx+PvLw849/PKj2iLl9Hep4t8lVWiLt8scJt5OXlAcDN4+OuHsGujUuhSlTBr1UjPDTrbWisbZCcloPktOrFzXulNFP0yb1PPoIDq88hzs4DUqigEkCvIGc838PXIn6WVgTvldLYJ2Vjv5TGPimttveJEKL9oEGDUtevX38FAAoKCuDl5dW6TZs22Xv27Ll4+/ELFy50P3r0qMPy5cvvuOZNp06dQhMTE61sbW0NALBr167zfn5+utzcXDF8+PDGp0+ftnd1ddX98ssvl0NDQ/MB4J577gk+ceKEQ4cOHbLKarsmqWwiNhJAXwAfSSlvCCF8AbxcmQsIIXYC8Clj1xtSyg3lnVbGtrIe0X4F4N2ife8CWADgybIuKKVcAmAJAHTo0EFayiKwlhKHpWG/lFayT/Ljo+Hq7gEfHx9E2+Uavb8uNsyBj5cPfANc4ePhgcPLl8Dd2RFObh53PE+nNyAu6yLyCvRYeiwN92X9gyM71sM+yA6Pv/wR3H2CjBonwHulLMbuk4CAAOSoMvH5itNIdm2Mvp1bYnb/MGjUNauYF++V0tgnZWO/lMY+Ka0294mdnZ0hMjLSLisrSzg6Osp169Y5e3t7F5R1bEFBmZvLtXz58ss9e/bMKbnts88+83BxcdFdu3YtfMmSJfVefPHFBps3b74MAC+99FJ8dna26ptvvvGs8jdkISr1W1NKmSOl/E1KeaHodZyU8o9KXqO3lLJFGX/KS8KAwidg/iVeNwBQatVaKWWClFIvpTQA+AaFwxeJar287CzYODjC2d0WoV2MP7+q9xNh8A1yBQDYOjqi7cMDsfObLyFl2UPWRy0+hFGLD6Hb3N1IzMxDRp4OK/+5jg9PqzDpwy/w4lvrTZKEkfn07foY/H2PY0j0Srzeu3GNS8KIlFD8s7GmuD3emhZ/XVWgNyA6Lcf6YmKW3cw1J/wLjFRMqVevXum//PKLKwCsWrXKbdiwYanF+1588cX6jz76aKPu3bsHDx06tHHJ837++WeXNm3aNI2Li6vwA6BNmza5PvnkkykA8MQTT6QdPHjQyWAo/D4GDRqU6ezsXCsqRNWU35wbAYwWQtgIIRoDCAbwz+0HFT2hKzYEhcU/iGo9bXY2bBwc4Oxhh2bdjJ+IXT6RhNiLN26+7jJ0JDKSEhFx4K87/mKW2bEofqAthRoJjg3h4Rdo9PhIGV+8vgrtezyMHYs+VDoUIqI6bdAX+0OL/3T5YGfLlOwC6+x8vXrtvzFeXT7Y2bJ4X3XaGD9+fOrq1avr5eTkiHPnztl37do1u+T+U6dO2W/fvv3i77//fqV42/Lly13nz5/vs2PHjgu+vr66sq47ceLEgKZNm4a9/PLLvsXJVkJCgnXjxo3zAcDKygqOjo76hISEyo7ks3gWlYgJIYYIIaIBdAWwWQixHQCklGcArAFwFsA2AM8UV0wUQiwtUep+nhDitBDiFID7Abxg9m+CSAF52YVVE2Mv3sC2JaeNfv34y+mIv5R+87VaY4WHnp6BP5cvhSY/q9TxH3TPx6MZO+GXHY/C9QwBtQCGtCtvaifVRBqVBl0fHYt/z/6Nvd+9oXQ4REQEIK/AoL7T66rq3LlzbnR0tM0333zj1rt37/Tb9/ft2/eGo6PjzaEyBw8edFqwYIHPjh07Lnh6epZZ0Wn16tWXz58/f/bQoUMRBw8edFy0aJE7gDJH3Aghal3lSIvKLKWU6wCsK2ff+wDeL2P7xBJfjzdddESWS5udDUc3d+gLDMjLLvMDp2qxsddAm3PrdX0Cg9H03t5Yd+wy4p0DMGdDOF661xvffzEVWRE56NC7F36ePh33frz/Zvnz2f3DjB4bKcvR0RUBQ7vh4M+H0azLQXg266Z0SES1ni4zHcmHdyLtylnkegcj9cgRZF06g9wCPfIMgMbPCwX5auQnJUAC0EgJB3c72AW2hTx7Eg4aPRzrucItOAhuvYfD1dcfNo5OSn9bVA0lqyPOXHPCf+2/MV4AoBKQfVv4pCwY2cYoC4D27dv3xv/93//5//HHH5GJiYm35BEODg63DBds2LCh9tq1azbh4eG2PXv2zNHpdGjRokVY8XU+/fTT2MaNGxcAQL169QyjRo1K/eeffxwApPj4+ORfuXLFOjAwsKCgoABZWVlqLy+vWlee16ISMSKqmuInYgBQevWH6rOx0yAzVXvLtlGLDyEqqT4SrLRAng7LD0XhyK4N6KBPx2OvvYrg5oVlzwM8HAAAbw8sdz1DquHG95+D108PwI+fvYcXFm2CUFnUYAuiGi0/JQHXN6xAYuwlJNk1QOyh/cgVgJ1eDxdrwLOHGlYOjvBu4AtHDw/Ye/rAoV1nCJt6kLEXobbSIP9GKnQ2GmjtfZGak4bshGgkxychOiUJeRfjkHb9Glx0+fB1sUNAh/ZoMv5ZWDu73RJH8SLueQV6fLYfmO/fkHNDLdTcYa2u/xmZ6JpXYFD3beGTMndYK6MkYQDw9NNPJ7u4uOg7deqUu2nTpjtm7w0aNMj/5JNPrg8dOjRo9erVlzp06JAXERFxtnh/QUEBkpOTNb6+vjqtViu2bNni8sADD2QCQP/+/W8sW7bMvXfv3tnfffddva5du2aqauHvFiZiRLWANqdwjpiVrRouXvZGv35QB280aVt6RECuTgKi+AejQIpjA5xv9C6Cm/+3ZhgX+K39hBB48bnvsemdtxBxcC+a9bhP6ZCIaqyc65cQe/IAouMycXnb70hXqeCsL0B9b0cEjx6CzvfcB/dmzaFxcrn7xZo1L73tnvtKbcpPSUDU2mW4+s8/OLrvIP74+yTq2TlCaJrjqlMjdHovCxDi5iLu68JTcXDubi7ibqGs1Co0qGefDwDGehJWLDAwsGD27NmJFT2+devW2uXLl18eNWpU4MaNGy82b9785qe6ubm5qt69ewcXFBQIg8Eg7rnnnowXX3wxCQCef/755GHDhjVu2LBhCxcXF/3q1asvFZ/Xvn370MuXL9vm5uaqvb29Wy1atChq2LBhGcb8Ps2FiRhRLaDNKnwi5tPYBT6NK/DLuZKEALJvaGHvbH1z28+TOuOxRUuxL9oHgBpqATzcpT2ffNVRng6e6DJiOLZ/OR/B7TtAY+eodEhENUbK+UiEf/4OLsckIl1lBS8nFQIefhT3DBuBRg8NgLW7t0nbt3b3Rsjk1xAyuXC0g0qXj8zLkTij8YGEGiIzFzYyH1DZ3TzHWIu4Fxd7YkJn2XJyco7fvm3AgAGZAwYMyASAjz/++JZq5s8991wKgBQA6N69e+6lS5fO3H6+s7Oz4cyZM+fKas/e3l5u3br1cln7jh07VmsWqb5rIiaE6IPC9cO+lFKeEEJMLlqDi4gsRF5ONmzsHZEam43r51LRupf/3U+qhNS4HBxcewHDZnW4uW3+2iHIs7+Oho4zcEPnzTlghIA2XRDrmIdti2diwIzFSodDZNHid67F2V9XIVpvQJbBBn46Lbrc3x2Bjz0Haxe3u1/AhAwaa1xzagSZVzg3WAo1hAEQUg8p1FBBYkg7P37wZsFKzhkjy1WRJ2LTADwB4E0hhBuANiaNiIgqTZudBVtHR6TE5OFqeLLREzEbu8JiHQa9Dut2v4KHuryEJ+79AC/WC8TYZcfhC84BI8BOY4fW/XvjzIq96JV0HXaexr0PiWo614yr8Lp2Ct8MfQtaIdDIToUeA/sjYPhUqFRGKWxXbcVPpuZsCMfyQ1cBFFa9Hd4jFIf+OQOZmQan/DS0/vUrpLf+CC6NmgHgky2iqqhIIpYkpbwB4CUhxFwAHU0bEhFVhpQS2uws2Ng7QCLTJNU6bOw1yM3KxeQVXZFr0KFb5hj41m8PgL906VYjH3wJb+7eg92rl6L/9LeVDodIcdr46zjxyVs4c/4aWtpaIdq7A3qNfhQBg8dAZW199wsoZM6AMGwPj7+l6u3Y+CwAjfBeWDZitkRgxdtvo6G9Pbo/Ph6ArdIhE9U4FUnENhd/IaV8VQjxrAnjIaJK0uVrIYQKmqJf6CYomogCQyIOua9BF7fmmND3a2is+AuXymalssIbr6zEj7OeQ0bMJThzAW+qoxLPHcfxzVsQeXg/PKFDx3s6YVJOT+ToAGsbP8xRayxrMdfbaNSqcqveWvkH4b7/LUfHlGTse3Ualn84H8KzByI8W2POhnDMGRDGiopEFXDXRExKuQEAhBAeUspkKeXnpg+LiCpKm11YMREA/EJc4d3I2WjXTk29iP0nvsXAB/6Hj6bOgmu9xka7NtVezu6e0DYuwJpPX8DE+RuVDofI6MobhqdNjMXJT+YgPOIq8u2s0GrQGERqG+OAR2N8kpyNxKzCgnHLD13F9vB4/P1Gb7PHXh3F329UVBQAwMHdA991eAFJ0ddxJd8WMh9YfigK28PjWVGRqAIq83HFMpNFQURVlpedBZuiNcTyc/W4kZRjlOse+OcLjFg/GJfSzkMaDNgwLxY5GflGuTbVfp1GTEJSfAEST/+ldChEJpcefRm7vvwEi6c9hYsXrqJT9/aYtOxXdBs1DskehR9g5d1WZdBYVQctQbLaBVIUz3ETcEi4AM+Mq9W+7qjFh24mvUS1UWUSMVOMeCKiatJmZ99czDnxagaObIqq9jV3Hvgf/i/8a3zQ5jm8MGwthEoFtUaF/Fxdta9NdUOP0IeQFqDHljUL+WaKaq2on7/CLyMexI8zn4HGyQnj3pmPMb/uQIuX5kJtW7im4+opXbF6SlcMbut38zy1AIa08yvvsjVKWd9bA30awg59hysr7jyIqniR6HNxGZizIRw6vcHU4RJZlMokYqVXcyUixRU+EXMwyrWiru1D5PlN6NFuKtYO3YTO7Sbf3Gdjr4GWiRhVQp9HxuPGNT1UOj5JpdpDSgmX5Ivos+0tbFmzHt4+7njyoy9w72MT4RZWfvXYOQPC4O1kA2dbDcZ1bVQjlvsoTiLv5vbvbdnCV3FP51bYvHEzjv3yLaQs/RZy1OJD6DZ3NxIztcjI02H5oavoPnc3P7SxYG3btm1a3r7k5GT13LlzPe90fmRkpHVwcHAZq4xXzKuvvupT1XMBYMaMGfXXr1/vVJ1rGBufiBHVcNrsrJtPxICqF03ctO8dPLbraVyMPQxbu3pwcQ24ZX/9YFeo1PwxQBXXp9N4BIS1QZPYPUqHQlRtBr0eEV++jZXjH0bjC1sR79cOk5f/gp6fr4K9/92L0hQXv2jm64y3B7aoVcUsyvreWr4yH+PmfYqzf/+Lb0YMxLSP1pQ6rzYP16yNjh8/HlHevpSUFPW3337rZcr2Fy5c6Fud8z/99NPYwYMHZxorHmOozE+B10wWBRFVWV6JYh3ufo5oeV+DSl9j4fox+PrCL1jS9R30v++9Mo/pPjwYnv4W9UES1QBJDdLgEnsQMHDIEdVMUkqcXfwRfhjRF3/tOoCw4GCc7DwVp1sOhMbReMWRaiPXgKYY9fY8OECLVgeWInHPf8V7yhuuyQIflsve3r4tAMyePdu7RYsWzUJCQsJeeOGF+gAwc+bMBtevX7dp2rRp2JQpU+76RkSn02HKlCkNiq8zf/58DwDYtGmTU4cOHUL79OkTGBgY2HzMmDEN9Xo9pk2b5qfValVNmzYNGzhwYGMAeOutt7yDg4ObBwcHN3/nnXe8gMKnbk2aNGk+evToRkFBQc27d+8enJWVJQBg2LBhAd999109APjrr7/s27Zt2zQ0NDSsZcuWzdLS0hT5ZKQi5esBAFLKcFMGQkRVU/KJmJObLZzcKl5aPjruX3h7NEW/FuPxlGdLOLiU/7PzzL4YOLrZolFz92rHTHXHQwNmYtmuSWiW8ieA7kqHQ1RhBr0ekd9+gMNnomDIyEK7Ns3Q6pUPobaxg+TwuVLKS6BUtnb4rO0sOCZfwfbV4fhUZUCjewcDKHutMqqAba/Vx+FF/z0demLrOQDAdw83u7mty7Q49P1fLOY1aYWcFCsAgGdoDp755xx+fbIRwtd63Dx2xulTcG1YUJGmf/vtN+eLFy/anjp16pyUEr179w7aunWr44IFC6IHDBhgFxERcbYi1/n00089XFxc9OHh4edyc3NFx44dmz7yyCMZAHD69GmH48ePh4eEhOT37NkzePny5fUWLVoU8/3333sVX3/fvn32P/30k/uxY8fOSSnRvn37Zr169cr08PDQX7t2zXbFihWXu3XrdrVfv35Nli9fXm/atGmpxW3n5eWJsWPHBq5cufLSvffem5OamqpydHRU5NPCCidiACCE6ADgDQCNis4VAKSUspUJYiOiCtDmZMGxXmFydOVUMs7si8GAZ1rf9bxdhxfgnXPf4dO2M9G2zRN3Pf5GYi60uTomYlQpDV0aIs7PgJDYfUqHQlRKWWXoDXo9Ir98Bwf2HASEQMvBfdFp3AwIVeEH5sUFJvIK9Fwz6y5GLT6EK8nZSMzUItGmPoSND55ZE4E2Gz7Aex+/fse1yugO+v4vFn3/F1tq+1vpx0ptm3X5VKltw5ddxfBlVSpruW3bNue9e/c6h4WFhQFATk6OKiIiwrZJkyaVmgy8c+dO54iICPuNGzfWA4DMzEz12bNnba2trWXLli2zw8LC8gFg5MiRqfv27XN84okn0kqe/+effzr269fvhrOzswEA+vfvn7Znzx6nESNG3PDz89N269YtFwDatm2bExUVZVPy3FOnTtl6eXkV3HvvvTkA4ObmptiQjUolYgBWAngZwGkAHGdCZAHysrLh7t+o8IWUd53MKQ0GfLJuJLalR+CLjq+hZcuxFWrHxk6D/BwW66DKS/MZCP3lnchKS4VjPTelwyEqV8KFc9j16XxkxsWgS6eWaPnyPFyLjoZQqW4mbcWJBVBz1wMzp5LzwCRUiHMJQt+Ixdj77Gn0/HyVgpFRVUgpMWPGjLiXX345ueT2yMhI60peRyxYsODasGHDMkpu37Rpk5O4bbL77a+L4yiPtbX1zZ1qtVrm5ube8kmJlBJCCIsoQljZj3CSpJQbpZRXpJRXi/+YJDIiqhBtThZs7QuHJkqJO1br0OvyIVQqNHCsj9WD1lc4CQNYNZGqTmg6IN0zFEd/WVSp81j2nswl+eB2/DrqQfz29sto1m8gnlq5Hq1f+xgqTenPq1lgouLKmgc2oEswxrz2Cs7GpGD/jHEKRkdV8fDDD2f8+OOPHunp6SoAuHLlilVMTIzGxcVFn52dXeG8ok+fPulfffWVp1arFQBw6tQpm4yMDBVQODQxIiLCWq/X49dff3W75557MgFAo9HI4uMfeOCBrC1btrhmZmaqMjIyVFu2bKl3//33V6gQR+vWrfMSEhKs//rrL3sASEtLUxUUVGhkptFV9onY/wkhlgLYBUBbvFFK+ZtRoyKiCiu5oLO9szW8GpVdUCPiwhbM2v8qvnl4OUY+tLDS7TS/p36Zn0oRVcTVhuk4uv8U7nk8F2obO6XDIQIA2Gel4oG/v8RPOyTC6jmg/9ufwK5+QJnHFg9fnLMhHMsPFX4GXZvWAzOVsuaBadQqDH8pH798+gmaOO/FZb+epc7jEFDLI4TA0KFDM86cOWPbsWPHpgBgb29vWLly5ZXmzZtr27dvnxUcHNz8gQceSF+8eHH0na71wgsvJEdFRdm0bNmymZRSuLm5FWzZsuUSALRp0yZr5syZDSIiIuw6d+6cOX78+BsAMHbs2KRmzZqFtWjRImfjxo1XxowZk9KuXbtmADB+/Pik7t2751bkyZytra1cuXLlpeeee65hXl6eytbW1rB3797zLi4uZh/tV9lE7AkATQFY4b+hiRIAEzEihWhLVE30aeICnyYupY7ZeuAD/O/8T3i98TB4+7SpUju5mQVIjs5CoxacI0YVV/xmKqdgIBLcjuPBTV+j1bAXlA6L6rj8tCT8u/R/aHriOnKFLR6f8wpcWnWu0LksMFE55c0D8+j2EEb6BuDbN99A29Q0AP/N0ys5twz4bwhogIcDqyoqJD4+Xu3i4qIDgNmzZyfOnj078fZjfv/99yt3ukZoaGj+hQsXzgCAWq3GF198EQMg5vbj7OzsDJs3b758+/avvvrqluPfeuuthLfeeiuhvDYA4J133rm5f+3atVHFX9977705J0+eLLccv7lUNhFrLaVsaZJIiKhK8kpUTYy/nI7oiDR06Bdwc39uXjrWXFiLb7q8i9BmQ6rcTnpyLo5tjWIiRhVS1nyaC7at8OaBcGwcpmRkVBuVVXSjLAa9Hqfnv4KD/5yGq50Km4KnIB12iL7igDnNDRV64sICE5VX3r+Le+NQZPt1gMelP3Fx6TwETZx1cx+HgFqOqKgoq/vuuy/0mWeeSbj70VQZlU3EDgshwqSUFSpNSUSmV/KJWE56PhKvFs57zc5Jxrd/PIupDy/Bd48frfpKz0Vs7DhHjCrv1jdTaqQYPKDXFUCtsVIsJqqbUqKvY9trzyM7OwsGvxB84jO46EMCndmKbvBpTmkRgfeiZ24Mtm7djaFevvAbOB6rp3QtcwgoE19lBAQEFERFRVV4Gat//vnH7rHHHmtccpu1tbXh1KlTd30CNWDAgMwBAwZY1KLLplTZRKwHgMeFEFdQOEeM5euJFGQw6FGQlwcbO3sAgERhEaDYuH8xfduTaGXtBiFltZMwoKhYB6smUgWVN5/G31qLK/s3I+i+wQpGR3VJbmwU/vq/GbhcoEKHhx5Bu8HDMHblGeTFZdx6HJ+4KKLwZ0VX/PvOs9j0y2qMvac/HOu5cQhoDdapU6fciq4nVtdVNhHra5IoiKhKtDk5sLa3u7m+DQDodDkYt3UinvDqgnH9ltyyrzrsnKxx39hQo1yL6o7b30xln/gCB7fbMREjkzPo9Tg1dyYOHIuAr7XE+PcWwCmo8IlKeU9cSDnt5nwO7ZqV+PXl6Xj0/fmw8fbjEFCq9Sr1Dq1kyXqWrydSnjbrv/lhAGDnfQ2PTO+Mb+//HOMHLDVaEgYAao0KXo2cIQ0WsfQG1RDF82ma+Trj7YEt0KxLdyRE58Cgq9Tan1RHVGXJguKCMOfiMjBnQzh0egPSrl/Gr2+8hH/+jcBD/R7A0J+330zCis0ZEAZvJxs422owrmsjPnGxAJ2HPwrn7HT89swE6LW5SodDZHKVepcmhPhBCOFa4nU9IcQyo0dFRBWizcmGjb0jpMGAb36fgOfWv4Qrp6LRuPH9Jmnvp7cPIy9HmbU2qHbo3WU8Mm0MiNm3VulQqBYYtfgQus3djcRMLTLyCud6jX92Lla89Awad+mKJ1euv6UAREm3f0jA0ujKU6lUGLjkJxQYgO2TRigdDpHJVfanTisp5Y3iF1LKNABtjRoREVVYXlYWrB3s8NaaftiRdByvhc7H+cM3TNaejR3niVH1NHJuBK/mTRBxqVTlY6Iqub26XoLaFTEtBqLj4JHQ2NoqFBVVlcbJBcMWLERMfgGCovcoHQ5Vgl6vx4QJE/yDg4Obh4SEhLVo0aJZRETEXdf1qssqm4iphBD1il8IIdxQ+XlmRGQk2pwsaKw1sILE9yO2wcW1UWEJHROxsbdCPisnUjWNHvYqrhw5DGkw+9qZZCZVGWJYFaundMWAIDtAFt5LKhhwT5+emDv7aZO3ywqIpuPQuBkGvvsZXC4dg1vKNaXDoQpaunSpW3x8vFVERMSZ8+fPn92wYcNFd3d3VsG5g8omYgsAHBRCvCuEeAfAQQDzjB8WEd3NlQuHsP7bD+AXEoY3R2+HvZMvpDTt/K2gDl6wtuVnL1Q9KQ55SMxPReKRrUqHQjWYQa/HkTemwHv9/9BadxnONiqM79aYc71qCe/gpvAwAF2PfAODnu/la4K4uDgrb2/vArVaDQAIDAws8PT01H/yySceTz31lH/xcQsWLPCYOHFig8jISOsmTZo0Hz16dKOgoKDm3bt3D87KyhIAEB4ebtOtW7eQ0NDQsLCwsGZnzpyxUejbMqnKFutYDmAYgAQASQCGSil/NEVgRFS+C2e3YeV7b8OhsT06DRp1c3v9IFe0e6iRydpt92AjuHrbm+z6VDcEu4UgxleLY7t+UToUsiBlFd0oT8rZM/hp5MM4ee4yhowaCtuQTmhW37XSc734ZMuy7ek+FVoIHDXxE04yjvHjx6fu3LnTtWnTpmGTJk1qcODAATsAeOqpp1L/+OMPF61WKwBgxYoVHpMnT04BgGvXrtk+99xziRcvXjzj4uKiX758eT0AGDNmTOOpU6cmRkZGnj169GhEw4YNa+UE9Up/tF20mDPXBiBSSMSRnTiyagMad2uIsU8vuWWfjb0GaivTTTg/uiUKrt72CGrvZbI2qPZTCRV8mwfj/M5r6Kd0MGQRRi0+hCvJ2UULLOPmAssBHg63JEqG/Hwc/3EBDh84ibBGjXHPO/OhcXQGzDAMkswv39oRKaE98Pf5Q2h66QScA9soHZJFmHdkXv0fz/7oW/z6+77fnwOACdsmNCveNj5sfNysjrNie/7cs1WaNs0KAJq4NMnZMHjDuZf/ernRtqhtHsXHbhu27ZSfo1+1E53AwMCCixcvhv/+++9Ou3btcu7Xr1/o8uXLLw0aNCize/fumatXr3Zp2bJlXkFBgejUqVNuZGSktZ+fn7Zbt265ANC2bducqKgom7S0NFVCQoL1Y489dgMA7O3tJYBaWbKZY4yIapB/tv2Io2u3odOgR9B7+LRS+6+cTMblk0l4aKJp1lzJyylAZkqeSa5NdcuA+ydj3+7/ISX6GtwbNFQ6HLIAtxfduH2B5fgda7Htq6+hshYYPfdLuAcEmzM8UkDxYs+Hvvkf/vhpDYa+0QoqIy7LUlPN6jgrdlbHWbG3bz/9+Oljt2/bO3rvqdu3zb93/tX5986v9vJTu3fvdpg2bVojAJg9e3bM2LFj0+3s7OTIkSMzRo4cmeHt7V3w22+/uQ4aNChz8uTJye+//75PSEhI3rhx45KLr2FtbX0zwVKr1TI3N1dl6mkWloSJGFEN8d3nTyH2SAzGvfIupINnmcdIE39gZGOnQX4ei3VQ5ZQ19Ktd/Y5I69wTF/7cBPdxpT9UoLqlvAWW3x7YAga9HntfexanLl1Bu4be6DZvGVTW1qXOp9qr85Oz8MPjw/HPG0+jy/8WKx0OFXnggQeyIyIibo6S279/v32DBg0KAgICCvR6PU6fPm3XsmXL3OJjp0+fbn3mzBmH06dPn7nTdd3c3Aw+Pj75P/74o+v48eNv5ObmCp1OJ5ycnGpdhafKriP2Yhl/nhJCtDFRfER1npQSn88diZijMRj83NNo1LzjHY83YdFEOLjYmLYBqlP+kcfw76HflQ6DLERZCywn/LURP82aini9wJiZL6LHpytKJWFU+6nUavQZMQRHzl/DjZOHAZivMidVXHx8vKZ///5BwcHBzZs2bdpco9Hg1VdfvblWyeDBg9M6dOiQ5enpedfqKytWrLjy5ZdfeoWEhIR16NCh6fXr12vlw6PKflMdiv4U/+bsD+AIgKlCiF+klKygSGREUkrsWf41ci5kYtxrbyCg6T13PN7Fwx5+ofXueEx1hPWob7JrU90T0PYexPy1DnptLtQ2dkqHQworXmAZAP6vbwgOvDAOx2PS0L1na7R77n8Qgp8C1WUNBj2G4PW/4o/35mDkL38oHQ6VYfjw4RnDhw/PKG//oUOHHGfMmJFQ/Do0NDT/woULN5+OvfPOOzf3tWzZUnv48OHzpovWMlR2oK07gHZSyplSypkoTMo8AfQEMMHIsRHVaVptFj59Yyiiz53Bc5+uvmsSBgDejZ3R/B4/k8V0IyEH5w7Gmez6VLd0DH4AWfZ6JBzZpnQoZEGcbsRhxaOP4FJ0EkZPfxrtn5/LJIwAAA989A3Sbaxw+fCfSodClZCcnKwOCAhoYWtraxg0aFCm0vFYksomYg0B5Jd4XQCgkZQyF4C2usEIIUYIIc4IIQxCiA4ltrsLIfYIIbKEEF/c4Xw3IcQOIcSFor9N92iAyISyM5Px4ayhyLqRjcEvvwo7J+cKnXc1PAWH118yWVw5GVqcO1hqfjBRlTRxbQLh54Soawl3P5hqPYNejx6RyxF8ehUCWrfD+FUb4XX/QKXDIgti7e6NPi+/i+1ff4WY+OQKLXVAyvPw8NBHRUWFb9269bLSsViayg5N/AnAYSHEhqLXjwBYJYRwgHFK2ocDGArg9pmYeQBmA2hR9Kc8rwLYJaWcK4R4tej1K0aIi8hs8rIy8dErY6CxFnhx/mrYObhW/NzsAmSYsKqhtZ0VtDks1kHGoRIqjBnwEk5t23D3g6lWSw8/gi1vvQ47CIx+6y14tuimdEhkoV45rAVsWiEmR0IKXblLHRDVBBVOxEThuIDvAWwB0AOFU/anSimPFh0ytrrBSCnPFbV1+/ZsAPuFEEF3ucQgAPcVff0DgD/BRIxqkIzkePz+yTwENwjByJc/gsbKtnIXkBKmHMFjY69Bfi4TMTKeK9bXEXXuJOeJ1WGnvv0Ke7dsQLCLPUZ8thwaJxelQyILd8mjOaReffP17UsdENUUFU7EpJRSCLFeStkeQKl1CiyEt5QyDgCklHFCiHJXnRVCTAYwGQD8/PwQFRVlngjvICUlRekQLFJd6Zf468fwx3eLEdS0BbqOmInomPhyjy2vT1JvZEGryzPZ/WzQS7Qb5mkR/1/KUlfulcqw9D4pgANy7PQ4s30lnFv1vmVfXl7h011T3G+W3i9KMGafVOTfTpcSjzMbliMuLgNd+z4M9z6DEJ2SBqSkGS0OY+C9UpqSffLhQ774bD+w/nQypFBBJYBeQc54voevor+beJ9QVVR2aOJhIURHKeWRqjYohNgJwKeMXW9IKc02PkVKuQTAEgDo0KGDDAgIMFfTd2QpcVia2t4vkaf/wI5vl8A91BVjZn1coXPK6hNzdFP85XR4NXSGSmWZk+dr+71SFZbcJ756X2z0mIfMyyfRauDEm9t1egPisi4ir0CPZSezMGdAGDRq4y7kasn9ohRj9ElF/u2u/boUu35aA596Nnjy859hbe9Q7XZNifdKaUr2yXz/hjgUtRPqlKvo0joEHz7a2eg/H6qC9wlVVmXv2vtRmIxdEkKcEkKcFkKUWrH7TqSUvaWULcr4Y4wkLEEI4QsARX8n3uV4IsWlxcdi/YJP4NvSC8+8tqZa10q6nonLx5OMFFnZNn1xksMTyWhs1DZwbeSDSwnZN7eNWnwI3ebuRmKmFhl5hXNAus/dzTWDaoC7/dtJgwF7X5qMDat+RYeWwRj07e8Wn4SR5dGoVWjk6YReMhptt31kEUkYAXq9HhMmTPAPDg5uHhISEtaiRYtmERER1gDw6aefuoeEhISFhISEBQcHN1+xYoVr8Xlz5szxbty4cfPg4ODmoaGhYV988YW7Yt+EmVX2idjDJonCeDYCeBzA3KK/OQOcLNq/h1bj7+9/x4OPPo22D1W/OlhKdBaiI9PQpK2nEaIrm429BtocHWwdrEzWBtUt/zduCb59bhIMOh1UmsJfS3m3zfngHJCao7x/u4yLJ/HHjz8gN7sAo194Hp49LP0tBVm6K4E94HPtMK78+Bkaj39e6XDqvKVLl7rFx8dbRUREnFGr1bh06ZKVs7Oz4dKlS1YLFizwPXHixDl3d3d9enq6Ki4uTgMA8+bN89y9e7fzsWPHzrm5uRlSUlLUP/30k6vC34rZVPYjhGsA7gHwuJTyKgAJwNtYwQghhgghogF0BbBZCLG9xL4oAB8DmCCEiBZChBVtX1qi1P1cAH2EEBcA9Cl6TWSRDu75Blu/+g6+XRoYJQkDACmNcpk7srZjwQ4yrlSRiQJNJhKPbAEArJ7SFYPb/rcenloAQ9r5sSJaDVDev93srI1Y/sor8LLJx9gvljIJo2pbPaUrfny2D9o28cHB9ZuUDocAxMXFWXl7exeo1YWFVAIDAws8PT31cXFxVg4ODgYXFxc9ALi4uBiaNm2aDwCffPKJz+LFi6+5ubkZAMDd3V3/7LPP1pkJd5VNxBahMEl6tOh1JoAvjRWMlHKdlLKBlNJGSuktpXyoxL4AKaWblNKx6JizRdsnFldulFKmSCl7SSmDi/5ONVZsRMb05/bP8eey3xDWqyUGP2HczwtMPXOrTS9/2DnxaRgZj6OVI8675eLqkd03t80ZEAZvJxs422owrmsjzO4fpmCEVBkl/+3GtK+Pdr++gb0H/kXffr3Q8/UvoFKr734RogpqP/sTZKjViDu6S+lQ6rzx48en7ty507Vp06ZhkyZNanDgwAE7AOjSpUuOh4dHgb+/f8vhw4cH/PTTTy4AkJaWpsrOzlY3b9682msR11SVHZrYWUrZTghxHACklGlCCGsTxEVUa0WfDceJn3aidf8O6D/6XaNeO6CVO/xCXI16zduFdvE16fWp7nG1dUWBjxUiL1xE56JtGrUKAR6Fc4feHnin5SPJ0hT/2/lknEfI378j38oejy+YC4fGzZQOjWohaxc3dB7/FA7/8ReGdOildDhmkfC/ufVTf/jh5i/jRit+PAcAV8eNv/mfzO3xx+O8X3s19nzXbq30aWlWAGAdGJgTuHnTuZgXZzbK2LLFo/jYwF07T1n7+RVUN67AwMCCixcvhv/+++9Ou3btcu7Xr1/o8uXLLw0aNChz7969F/766y/7P/74w/nVV1/1P3r0qMObb74Zf/uSVXVNZROxAiGEGoVDEiGE8ATA5cyJKmjzL2/h/KbjGPrS22jUso3S4VTJ3p/Pw6uRE5p2ZUJGxtOweRsk/3sOBr2eT0xqgQePfo2ctAQ0HzoAbR99ptT6oETG1KJ3fxz8YRmiNyxHg0GPKR2OyXm/9mqs92uvxt6+vVnEuVLLS4UcOliqqJ7fxwuu+n284Gp149i9e7fDtGnTGgHA7NmzY8aOHZtuZ2cnR44cmTFy5MgMb2/vgt9++8110KBBmSqVCvfff3/O/fffn/Pwww9nTJw4MeDjjz+OtbOzM5w9e9Y6LCwsv7rx1ESVHZq4EMA6AF5CiPcB7AfwgdGjIqqFNvz0Ok5u/BttRt5rsiTsyslkHNkSZZJrF1OpBPKyq/3BGdEtXu39Hty8GyIx6rLSoVA15Gdm4Pdx/ZCfEg9t4/ZoN2Y6kzAyOWs7e7T0dsHBFSuUDqVOeeCBB7IjIiLORkREnB07dmz6/v377aOioqyAwgqKp0+ftmvUqFF+VFSU1f79++2Lzzt69Ki9n59fPgDMmDEjburUqY1SU1NVAJCamqr66KOPPMpusfap1BMxKeVKIcQxAL1QOBVlsJTynEkiI6pFNv/8Ns5sPY6e4x9BjwenKR1OtVjba6BlsQ4yMpVQIccpDde3LYXPMx8qHQ5VwY3oKGyc/wFs9Cqc7jYBKU7+SodEdUjnN+dhybNTkHxwOzy6PXT3E8jo4uPjNVOmTGmUn5+vAoA2bdpkv/rqq4nR0dFWL730UoOEhAQrGxsb6ebmVvDNN99cA4BZs2YlZWVlqdq1axdmZWUlNRqNfPbZZ+OV/U7Mp0KJmBBCSFlYj01KGQEg4k7HENF/Ig/tQ9TOCPR6cgQ63/+kaRuTpi/WUc/bnk/EyOg0QoMDDnGodz4bHZUOhirt5AcvYP/JCHQdOwFtHxmJ35YcVjokqmNsfRuimb8LTu/7A/czEVPE8OHDM4YPH55x+/aQkJD8w4cPny/rHJVKhffeey/hvffeSzB9hJanok/E9ggh1gLYIKW8VryxqFBHDxSu2bUHwPdGj5CoBvv5uxm4uvs8Jry9EN5NgkzenmdDJ9g6mraiYXBHo61YQXSTEAJ+jYOQeCpa6VCoEvLTU/HH9PG4nq1D/xGDEDBwlNIhUR3W6bVPsWLWc+iWlgqbem5Kh0N0VxWdI9YXgB7AKiFErBDirBDiCoALKCxl/4mU8nsTxUhUI/207Dlc2h2JXk+NNEsSBhQmYk3amG4xZwBIup6Jf7dXe44vUSktm/VEgUGF7EQmYzVBRnISVr34DDLzdHhswacIeLRmD7umms/FywfueTk49v6LSodCVCEVSsSklHlSykVSyu4AGqFwjlhbKWUjKeUkKeUJUwZJVNMc3PQdovZcQL/JY9Hhvglmazfy73gcWHvRpG3k5+hwNbzOrLVIZjQwaBB8Q1ogMabOTA+osSK/eg8rZzyJZv0HY9TqrSxNTxaj3QPdcfpyLAz5dbIIH9Uwla2aCCllgZQyTkp5wwTxENV4+zZ8g1O/78b4199F23vGmbXtAq0e+SYupGFtr4E2h8U6yPhcbFygdshD/KH1SodC5TDo9dgzbSR27NyPXj27odPQUVCpKv1Wgshkgp6aBRWAyK/fVzoUoruq7DpiRHQHP3w9FdEHo/DY6+/Dv2l7ZYIwcbUOGzuNyZM9qru2yNN4+LwTuiodCJWizcnB+qcfQ3ZmOsa89jrcOt6vdEhEpajUanS4rwPOxsSAz2nJ0vFjLCIj+e6ryYg+GIWB0yYqloTZOVrBqZ6tSdtwcrPFo//X2aRtUN3l1tAfSakcUmRp4ravwcqZE+Haqj3Gff8rkzCyaC2nvoWExEwkHPlb6VCI7oiJGJERnNy1FUmHozF4+hS07DJcsTgC23mhQ78Ak7ZhMEjOESOTCQhsiwKdQE4CC8JYiuPvPIdfl3yHtkF+eGjma7B2dlE6JKI70lhbI9AK+Oezt5UOheiOmIgRVdOqxc/i4JoVmPi/JWjeaYiiscScT0Pk36YtdKDL12PPilJLCRIZRb/A/qjXuAkS45KVDqXO0xcUYMuTw3D4RCQGjxmGtjPnKx0SUYV1evo5XMmTyIu7dveD6a4iIyOtg4ODm1fnGps2bXLasWOHg7FiKmZvb9/W2Nc0FyZiRNWw7PMncengBdw7eRTc6jdQOhykxWUj7lK66Rvi2u1kIiH1QtCwgR8S/t2tdCh1Wk58FH57/3Wk2zrjsXkfw3/YxEqdv3pKV6yewpl+pJx6bbvDAzqEfzVX6VCoyO7du5327dvnqHQcloSJGFEVLVs4AbFHYzH0+WcQ1n6g0uEAMFN+JExcDYTqNJ1Bh6/TNyP29AGlQ6mzYjb+iB+emQIPTQ5GfbEUDkHV+hCcSDGtBz6EqzqD0mHUGnq9HqNHj24UFBTUvHv37sFZWVni4MGDdq1bt24aEhIS1qdPn8CkpCQ1ALz33ntegYGBzUNCQsIGDBjQJDIy0nr58uWeX3/9tXfTpk3Dtm3bVmZCdubMGZvWrVs3bdGiRbMZM2bUL37alZ6eruratWtIWFhYs5CQkLAVK1a43n5uecf89ddf9iEhIWE5OTkiIyNDFRQU1PzIkSO2gwcPblzyOgMHDmy8cuVKs469rlLVRCGEA4A8KaXeyPEQ1Qindm5D1qkMDJsxHc3aDlA6nFuYOk3SWKlw/3jWoiLT0Kg0sPWth7izeUqHUied/GAm9h47i27NA9H+zS+VDoeoWkJGTsfuSWOQcek8nANDlA7HaPb/cqH+yV3XfYtfD5nZ7hwArFvw781fzq17+cf1GBEc++1L+1rlZRVYAUA9X/ucMf/X5dz2peGNLh5N9Cg+dvz7XU85u9sV3K3da9eu2a5YseJyt27drvbr16/J8uXL63366ac+n3zyybX+/ftnzZgxo/4rr7xSf9myZdcXLlzoc/Xq1dN2dnYyOTlZ7eHhoX/ssceSHB0d9e+8805CeW1Mnz7df9q0aYlTpkxJnTdvnmfxdnt7e8PmzZsvurm5GeLi4jSdO3duOmbMmBsll88o75h77703p2/fvjdmzJjhl5ubqxoxYkRKx44d8yZNmpT0ySefeI8bN+5GSkqK+tixY45r1669Uol/imqrUCImhFABGA1gLICOALQAbIQQSQC2AFgipbxgsiiJLMiyz59C5olUPP7+Irj6+N79BDNq2tUXBr1pP/1TqQUaNnczaRtUt/kHNEee7hRctAlIt/FWOpw6Qer1OLNlPa6diMDA0YPRaMQUpUMiqjYrW1v4FuTi1OfvoMenK5QOx2h6jAiO7TEiOPb27c98/cCx27c99dE9p27f9tDEFlcfmohKV0Ty8/PTduvWLRcA2rZtm3Pp0iWbzMxMdf/+/bMAYNKkSSkjRoxoAgChoaG5Q4YMaTxw4MAbY8eOvVHRNo4fP+74xx9/XASAiRMnprz11lsNAMBgMIgZM2Y0OHz4sKNKpUJiYqJ1dHS0pmHDhjfX07nTMfPmzYtr3bp1MxsbG8N33313DQCKksdGMTExmpUrV9br379/mpWVVWW7pVoqOjRxD4BAAK8B8JFS+kspvQDcA+AwgLlCCPOuXEukgO++nIjYozHoM+0Ji0vCACA3Mx9ZaVqTtlGg1eP7VzhsjEynV0AfONb3gjrLDPMdCTnXL2HNY/2RGvkvHluygkkY1SphXTvi/LVyH8BQJVhbW9+cAKFWq+WNGzfKfaCzZ8+eC88880zSsWPHHFq3bh1WUHDXB253tHjxYreUlBTN6dOnz0VERJx1d3cvyM3NVVX0mMTERHVOTo4qOztbnZOTc/O8kSNHpixdutRtxYoV7pMnTzZ7laiKJmK9pZTvSilPSSlvftwupUyVUq6VUg4DsNo0IRJZhjVLX0Ts39EYMn2qxcwJu13U6WSc2VfqQzKjY6kOMqXejXojpFkHuGdcVjqUWi9+13qseP5p2EGg26SX4OBaT+mQiIwqdNIryBZqJP71u9Kh1DouLi56Z2dnffF8r2+//da9a9euWXq9HpcuXbJ+5JFHMhctWhSdmZmpTk9PVzs5OekzMzPVd7pmmzZtsr7//vt6ALBs2bKbw2/S09PVHh4eBTY2NvL33393io2Ntb793DsdM2HChIA33ngjdvjw4SnTp0+/WV1t6tSpyYsXL/YGgA4dOph9THyFEjEp5V3T2IocQ1RTnd6zHSlHEjH4uWlo3nGw0uGUy2zFDFk1kUwoIz8Dv97YgqC0UqNsyIgu/rkbvyxajJaBfhi4civUjs5Kh0RkdGp7BzRr1QQXL19UOpRa6bvvvrvyyiuvNAgJCQk7deqU3dy5c2N1Op0YM2ZM45CQkLAWLVqETZkyJcHDw0M/bNiwG5s3b3a9U7GOzz///Prnn3/u3bJly2ZxcXFWjo6OegCYOHFi6smTJx1atGjRbMWKFW6NGzculTSVd8wXX3zhrtFo5NSpU1Pff//9+BMnTthv3LjRCQD8/f11gYGBeePGjVNkgdQqFesgqkt+XPI0YvdHYeIHi+HeoKHS4dydiat1qNUqBLXzMm0jVKc5WTnhgmMGmuewyrEpSClxdMGLOBaZgAHPvozG9z2gdEhEJhU2Yho2f/Q+ujymh0p9xwcyVI7Q0ND8CxcunCl+XbLgxsmTJ0stLnrs2LHI27e1atVKe/78+bN3aicgIKDgxIkTESqVCkuWLKnXsmXLbADw9fXVnThxosxFTHNyco7f6ZjQ0NCU6dOnpwCARqPBqVOnbh6TmZmpioqKsnnqqadS7xSXqbB8PdEdrFj6DK7tu4KHp06oEUlYg9B6CG5v2iRJbaVCrwlhJm2D6jYhBHwbBCFPp4KTNknpcGoVXVYGfh/XDycOnsHomTOYhFGd4NM0DPobqbj2yzdKh0J3ceDAAftmzZqFhYSEhC1ZssTrs88+izZVW+vXr3cKCQlpPmnSpER3d3dFKsFX64mYEOIjAA4AvpJSlqrKQlSTHd66HNf+uoT+Ux9Hq26jlA6nQtz9TP8EQV9gwKYvT2LQjBq7kD3VAB3qd0SG427YZTERM5bs2Fj89uwEqCAx9rOvYe8fqHRIRGahUqkQ6GaP8M2/I2D0VKXDIQCvvPKKz4YNG24pwTxo0KDUDz/8MD4yMvKOT82MZfDgwZmDBw8+bY62ylPdoYlvAdABeFsI4S2l3FH9kIiUd3DL9zi5fifGv/4+/Ju1VzqcCju56zoyknNxzyjTrZcipUTcRVazI9Oa3nY69nS3hqMrhycaQ9rFU/jts4Xwrd8AD83/Ampbe6VDIjKrlqMfw69fLYY+LxdqWzulw6nzPvzww/gPP/wwXuk4lFbdoYn9AUwHYAdgafXDIVLezz+8iD9XrUbfZ5+uUUkYUJgkmXxFZwFI1k0kE0vKScKJ7P1I2LdG6VBqvPNfvY+Vr81Ch/u6ot/ny5iEUZ3k03sIXDydEHuGRYDIclQ3ESsAsA/APABNqh8OkbJ++fFlXN55Dn2eHIHGLbsrHU6VCBNnYgICVjac7EymZW9lj00iEgnJ2UqHUqMdemkCtu/chwd790TrYU8pHQ6Rohq2uxfnd/2pdBhEN1VoaKIQ4gcp5eO3b5dS/mb8kIiUcfHo37jyxxn0mjAUHe9/UulwqsTZw87kSZLaSoWJC3qatA0iBysH2Hi6IUMrUJB9A1YOrkqHVKMYDHrs+mQeLl+Jx6hnpsLrgcFKh0SkOD9b4M/De5UOg+imij4Ra1X8hRDiDxPFQqSYTb+8g+1ffYLxcz5B516TlA6nypq08UTze/xM2obBIHFi5zWTtkEEAEHuwbB2tkJq1AWlQ6lRtImxWPf0MKTdSMT4pT8xCSMqEjD0MWSr1Mg4c0TpUGqcV155xScoKKh5SEhIWNOmTcN2797tsGrVKpdmzZqFhYaGhgUGBjafP3++R/HxX3zxhXtwcHDzoKCg5oGBgc3nzJnjffs1IyMjrYODg5tXN7ZNmzY57dixw6G8/cuWLavXpEmT5p07dw7Zu3ev/YQJE/wrcp6fn1/LuLi4ch9a3W1/RVT05JITQjyr0yCRpdmwejbO/H4U9z82CL7BoUqHUy2XjychL6cAYd3rm6wNKSUO/XYJbXpbfjl/qtnm3jMXu09/gZSUTJT6DU5lyjh7DL+++SpcrFUY9tm7UNuy2AlRMY2jM7yhw4XV36H9Ox2VDqfG2Llzp8P27dtdT58+fdbOzk7GxcVpMjMzVaNHjw48dOjQucDAwILc3Fxx/vx5awBYs2aN86JFi7x27NhxPiAgoCAnJ0d89dVX7qaKb/fu3U6Ojo76Pn36lDmW/bvvvvP47LPPrj3yyCOZANCzZ8+cipxnDhV9IuYjhJgghGgL05cCIDKb3399C2d+P4qeYx5G1wdrfknb9KRcpMaZ/ucJS3WQOeTocpBhuILkwxwFXxEJ/xzGyjdfh389BwxZuYVJGFEZgu/rggQV38pWRkxMjJWbm5vOzs5OAoULJ7u4uOh1Op3w9vbWAYCdnZ1s3bq1FgDmzZvnO3fu3OiAgIACALC3t5czZ85MLuvaOp0OQ4cODQgJCQnr27dvk8zMTBUA7Nu3z75jx46hzZs3b9ajR4/gq1evWgHAe++95xUYGNg8JCQkbMCAAU0iIyOtly9f7vn11197N23aNGzbtm23/OB76aWXfI8dO+b47LPPNpoyZUqDTZs2Od1///1BdzuvpIyMDNV9990XFBoaGhYcHNz8m2++qVe875133vFu2bJls5YtWzYLDw+3qWzfVjQRewtABwCfAmgghDgthPhZCDFbCDGsso0SWYJr4Sdx6fcT6D76QfTo95zS4RiFhDRH0UQis8jQZmC7PI/k6xwKezfXD2zGb998jg7deqDPt+uhUrOgDlFZAkdMQ1RUEgw6ndKh1BiDBw/OiI2NtQ4ICGgxbty4hps3b3b09vbW9+nT50bDhg1bPfLII42/+uorN72+cE3kCxcu2HXv3j2nIteOioqynTp1atL58+fPOjk5GebPn++p1WrFc88913DDhg2Xzpw5c+7xxx9Pfumll/wAYOHChT7h4eFnz58/f/b777+/Ghoamv/YY48lTZ06NSEiIuJs3759s0pe/6OPPopr0aJFzvLlyy8vXrz45uLQdzuvpN9++83Zx8enIDIy8uyFCxfODB06NKN4n7Ozs/706dPnpkyZkvjss8/6V7JrKzY0UUq5BACEEM4onC+mAuAIoCWAwQDWVrZhIiVtW/8/nFt3GMNnvQv/5q3ufkJNIkxcNVElMGhGG5O2QQQAfk5+uGKfjuQbVkqHYtH+fWs6Dp65iEdmPIdG3fspHQ6RRXP19oUqIwMxG3+E/9AnlA6nShaMGmD0tXVmrt5Ubl1/FxcXQ3h4+Nlt27Y57dq1y+nxxx8PnDNnTvTq1auv/vPPP4lbt251Wrhwoc/OnTud165dG1WZdn18fPIffPDBbAAYP358ysKFC71OnTqVfuHCBbsHHnggBAAMBgM8PT0LACA0NDR3yJAhjQcOHHhj7NixN6r+HVdcu3btct944w3/p59+2m/QoEHpJZO2xx9/PBUAJk2alPrmm2+aJhErYTeAEwCaAUgC8KSUMrWyjRIpacfGefj3173oNPzeWpeEtXuwUeFaYiZm72xt8jaIbNQ2sHZzRa5OBW16Kmxc3JQOyaIY9Hr89cwonEvMxJAJ4+DHJIyoQvzsVbi4c2uNTcTulDSZikajwYABAzIHDBiQ2apVq9wff/zR/bnnnkvp1KlTbqdOnXInT56cGhQU1BJAVFBQUO6BAwfsBw4cmFnyGhcvXrQaMGBAMAA8+eSTSYMGDUoXt314LISAlFIEBQXlnjhxIuL2OPbs2XNh69atTuvXr3edN29e/QsXLoSX3K/T6dCiRYswAOjbt++NTz/9NLYi39+dzmvVqpX233//Pbt27VqXN954w2/nzp0ZH330URwAqFT/DS4UQlT6DVil1hGTUnaQUk6UUnYHsArADiGE6aoCEBnZvm2LcGTNHnQY2gO9B7+qdDhGl3Q9EwlRGXc/sDok8NPbf5u2DaIi8+6dh3qNgpCSkKh0KBZFr9Nh+7x3cSkpC4/OngO/geOVDomoxmjcphWux6cpHUaNcfLkSZvTp0/fnP90/PhxO09Pz4JNmzY5FW/7+++/7erXr58PALNmzYp//fXXG1y7dk0DALm5ueK9997zCgoKKoiIiDgbERFxdtasWUkAEBcXZ71z504HAPjpp5/cunXrltWqVau81NRUTfF2rVYrjh49aqvX63Hp0iXrRx55JHPRokXRmZmZ6vT0dLWTk5M+MzNTDRQmjMVt3C0Jq+h5UVFRVk5OToZp06alzpgxI+HEiRP2xfuWL1/uBgDffvttvbZt21Z6kn6lSy4KIdQAfABcBrAdwB4ANbvUHNUJMRFncOqXvegyvBceGPyS0uGYxPWzqcjLLoBPYxfTNsRqHWQmga6BuO4EJB//A/VDmiodjkXIjY3CxtnPwqpRM4z//hfYODnd/SQiuilo7DPYfWwq8nOyYW1fbvVyKpKRkaF+7rnnGmZkZKjVarUMCAjQLlq06NpTTz3VaPr06Y1sbW0N9vb2hm+//fYKAIwaNSo9Pj5e06tXr1ApJYQQGDt2bJnFOpo0aZK3bNky92nTpjVq3Lix9qWXXkqytbWVP//886XnnnuuYWZmplqv14unn346oWXLltoxY8Y0zszMVEspxZQpUxI8PDz0w4YNuzF8+PDArVu3un766afX7jTfq6SKnnfs2DG71157rYFKpYJGo5GLFi26WrxPq9WKVq1aNTUYDOLnn3++XNm+rVQiJoSIA2APIAFALIA4AL9XttE7XH8ECguDNAPQSUp5tGi7O4BfAXQE8L2Ucno5578FYBIKh00CwOtSyi3Gio9qrr3bv8ChFZsx4oW30KRdZ6XDMRlzDEtktQ4yp58jfka2OhbOEelKh2IR0o7uxdr334OnvRqPvPouVNaVLtJFVOfZ+vrDOygMUYcOIKTXg0qHY/HuueeenOPHj5caJvjXX39dLO+c559/PuX5559PudN1Q0ND8y9dunSmrH3dunXLPXr0aOTt248dO1ZqW6tWrbTnz58/W147//zzz81ziodXVuS8mJiY0wAwbNiwjGHDhpU6rng/CvOhKqnsE7GmUkpT/jYMBzAUwOLbtucBmA2gRdGfO/lESvmRCWKjGurgzsXYv2IzWvRrX6uTsGImrtUBIQRa9/ZH8adcRKbUwKkBDtbTIPnkHX+f1wkx+/diw8cfIMzXFT0/X8XKiETV4JWVisjlXzIRI0VVaI6YKHq3dackTBjhHZmU8pyUslSmK6XMllLuR2FCRlRhV88ewZ8/rEezh1ph4KPvKR2OyQW29UJoF1+Tt9NjeDCTMDILfyd/XHPSIiWjbpeavrrnN2z4/mt06/0Q7lu0hkkYUTUF9eiKmMxcpcOgOq6iT8T2CCHWAtggpby5oIsQwhpADwCPo3Cu2PdGj7DypgshHgNwFMBMKWWZszGFEJMBTAYAPz8/REVFmS/CcqSk8BPfslS1X+KvnMTRFT+jQ/+BCOnysEX8GxtLeX2i0xogAWRoK1WHp9L+XHId905qYHHJGP8PlVbT+0RVoEKr+l2hVf2NyDPhsHEwziLFNalfYhe/j38vXke38WPh2uoek/0sq0l9Yk7sl9JqQ58YWvVEwU+/4txvy2HXrme1r2fiPjEYDAahUqk4Q7uGMRgMAoChvP0VTcT6AngSwCohRGMANwDYAlAD+AOFwwFPVORCQoidKCz2cbs3pJQbKhhPeb4C8C4KSwm8C2BBUdylFK2NtgQAOnToIAMCAqrZtHFYShyWprL9cvzwGuz6bhnuHToEPQZPMU1QCiurT45ujUKBVo+ug0vvM6bstMto1CgAKpVlJWIA/w+Vpab3SYvgFli1dSocshPQoPndRqdXXE3ol/0zxuHk9WQMfmwMGpihMmJN6BMlsF9Kqw190tDTFnnJV9HMSN+LCfskPCkpKczT0zOdyVjNYTAYRFJSkgsKp16VqaILOucBWARgkRDCCoAHgFwp5Y3KBiWl7F3Zcypx7YTir4UQ3wDYZKq2yHKdPLoOmxctQ5NuTWptElYuM/14LhqrDFbuIHOYtnMa7lMlI/nELjTo1EvpcMxCSom9Xy9ExPVkjHpxBjy691U6JKJaJ2DYFMScOYW2SgdyFzqdbmJ8fPzS+Pj4Fqjk0lOkKAOAcJ1ON7G8Aypdvl5KWYBqVAcxJSGEr5SyOLYhuEMGSrXTjYR4bP/8GzTs7I8xUxcpHY4CpFlSI1dv+7sfRGQkNmob6LyckXz96t0PrgX0OdnYNutx3LDzxLglK+Dg7qF0SES1kpeNNQ7u2wPMeEXpUO6offv2iQAGKh0HGV9ly9e/WMbmdADHKjo08S7XHwLgcwCeADYLIU5IKR8q2hcFwBmAtRBiMIAHpZRnhRBLAXxdVOp+nhCiDQqfC0QBqGOPQ+q2yNM78OdXy9H70alo17du/rzy8HeCQW/6x2Jj3upi8jaIijVwaoAMLz1UkQl3P7iGy0+Ox9qp46GXwIhvvoSNG5MwIlPx7nIPChZ+hLTjB1CvbXelw6E6qLJPxDoU/SleO6w/gCMApgohfpFSzqtOMFLKdQDWlbMvoJztE0t8bfoB9GSRLp7bgzULPkKjtg3rbBIGAAEtzfOm7eDai+gyuAlUao6QINNr5tYMCY2tkbIjtlYvm5AdF4tfnpkARyuBEUt/gcbJxAuzE9VxKmtreEKHq5t/YSJGiqjsuyh3AO2klDOllDNRmJR5AugJYIKRYyOqkCvnD+CneXPh1cwNjz3/jdLhKOrMvhiE/xVt8nZO7r4Oc6wdTQQA/Zr0wxPdnoVQa5CdFK90OCaRef08fpn3DnyaBGHoj5uYhBGZSYNAXyQkxyodBtVRlU3EGgLIL/G6AEAjKWUuAK3RoiKqoOwbadjyyWfwDHbFlFdWKR2O4nIy8pGdnn/3A42BiRiZSbo2He8ffh8e1llI/neb0uEYXeLuDVjxwrNoFuaPvh8tgsraWumQiOqMJuNfQKJNWcW8iUyvskMTfwJwWAixAYXl0gagsKS9A4Czxg6O6E6irx7Hurnvo939Q9B95Filw7EIZntKVTtHhpGFstfYY+2FtfjQMwwpl84gQOmAjCh6/ffY8OPPaB/UAJ0nvaF0OER1jldwGFIuX0JubBTs6gcoHQ7VMZV6IialfBfAJBSuI3YDwFQp5TtSymwpJd8Jk9nEx4Tj23dfgcFbh24jxigdjsWwslHDylZt8nYend0ZKjWzMTIPK7UVPO08YeXnjeQY0w+9NZfok8exbsVqdG/bFF0+/FbpcIjqJCsbG9TT5+Pquh+UDoXqoEqXrwegQ2FdfInCoYlEZpUUdx6L33oRzr62eHb22lo7cb8q2vZpaJZ2stO1cPa044MxMht/J3/kOQYg9VyS0qEYxcVVn+KPnYfw8POvIOie+5QOh6hO83Gxw/XjJ9BU6UCozqnUEzEhxPMAVqJwQWcvACuEEM+aIjCisuTn5mD7wi/h4+eB599aB5Xa9E9/apLoyDTERKaZvJ3fPz8Jvc5g8naIin3e63Pc230CktNyIQ01+947+f4L2PrrNvQf3JdJGJEF8G/XFkk5OUqHQXVQZYt1PAWgs5Ty/6SUcwB0QeFQRSKTS0u9jo9fHIZ6fj6YPGcFk7AyxESmIebCDZO3wydhZG4J2Qk4kx0JG5mD9AvHlA6nyv55fQr2/XsOg8eORKNHnlA6HCIC0GTcNKRYOUKv0ykdCtUxlU3EBAB9idd68D0ZmUF6agwWvvEkhCPw8JSXIFRcv6o8ZhupyaqJZEYRaRFYeW4lvFzVSDpzSOlwquTo77/h2JV4DH96EvyHPql0OERUxLaeN+wMQMy2MpeyJTKZys4R+w7A30KIdShMwAYDWGbsoIhK0mm1+Gz2ZFjbqTHzg3VQWVkpHVKd12VIIIt1kFn5O/njeuZ1ePp6I+niOQQrHVAlGPR67H5mJK7pJMZ+vhTOHp5Kh0REt/E05ODqH+vQcMAIpUOhOqRSiZiU8mMhxJ8AuqMwEXtcSnnCBHERAQC0uTn4+6dlaOIVjFGvzIfGylbpkCxa83v8zPJErPUD/qZvhKiEBo4NEJ0VDY+Q+xB55IjS4VSYQa/HticHITZDi5EffMgkjMhCNQhsjIvnLiodBtUxFRrfJYTIFEJkCCEyAPwJ4AMA7wPYV7SNyOhyc9Ix95XByMyJxqNvfAYrW3ulQ6oZzJCILZu1H/l5HEtP5uNi44L5PefDo8tAJGVXpeCv+UmDAZsnjUZ8phaPLlgI52btlA6JiMoR8PAQJElVjS8GRDVLhRIxKaWTlNK5xB+nEn+cTR0k1T3a3CzMf30E1BJ44MlXodbUjDdeSgv/KxrnDsSZvB2dVs85YmR2Ye5hsPGoh5zURGjTTH+fV4e+QIvtn76LDBcPjF74DRyaNFM6JCK6A7fOvWDl6owbcTFKh0J1CCsekMUxGPT46v8eg6oAmPn+KljbOSkdUo1httyI08NIAR/8/QH2xeyDu70OSSf3KR1OuXTZmfht3CNIO/UPRv7vE9g3CFA6JCK6C6FSwdujPi5v/FXpUKgOYSJGFkWXr8Xvn70PH/tAvPi/lbBzdlc6pJrHDElS/SBXCBWzMTKvBk6F88Q8vVyRFHlc6XDKVJCRhl8nDEOBTmLYgmWwsuW8VqKawj03CTH7/1A6DKpDON6LLIa+IB8fvjkImiwVXvz4N76BqYIGTetBbYZqhgOmtzZ5G0S3a+DUAKeTTqNjwwAkRUcrHU4pBflarH3pWQgIjFi2GlYu9ZQOiYgqwb1xE1yNTlQ6DKpD+ESMLIJer8O82YOhTzdg6jtfMwmrIv+mbqgfbPo3f7t/PMdiHWR2bTzboJ13O3jeMwZJBsuqPpiXEI3fXpoAp6bNMXz5eiZhRDWQR6v2yJR8a0zmw7uNFCelxPrPZ0OfqsOz73wFF4+GSodUYx3dGoVTe66bvJ3Lx5Ng0LNaB5lXcL1gDA4aDM9GjZEcdREGXb7SIQEAcmMv4+dpT8AmLR0PPzcTajs7pUMioipw69ILWhtr6Ass42cL1X5MxEhRBr0eaz6diZy4HMyc/wvqeQcqHVKNlp+rQ4FWr3QYRCYhpUT/3/pD2FrDXp2PG5HKryeWHR2FVdOnwM1ag4FL10GlsVY6JCKqIo29ExwcXZB66ZLSoVAdwUSMFCOlxCfvDcP58HAMfHkW7FxclA6p5pOAMMeKzkQKEEIg35CPpNwkeLrZIin8kKLx5GVlYu28D+Dl6ooBP/4OlY2NovEQUfXZpSUhafvPSodBdQQTMVLMwveHI+dqDibO/hAuHn5Kh1MrOLjawN7Z9J/IP/ZBN9jYs9YPmZ+XnReScpLgWd8XSZcjFYsj69JZrJ46Ev5hwej/7RqouNYhUa3gbKNC6hU+ESPzYCJGijj020/Iv5KHCW+8B9+AtkqHU2u07uWPpl19Td7O9bOp0OsMJm+H6HYtPVuiwFAAr06PKFawI+vCaax+6Xl4qNW4d9KLfApNVIu4urniRkqa0mFQHcFEjMxu2SdP4tSubZg6/wf4B3ZSOpxa5eKxRFw7m2Lydv5cGYmCPM5FI/N7tdOr6OjTEZ6hrZB0Ncrs7Wddv4bVs2bC19UODy/bAJVabfYYiMh0vDu1R64TC+6QeTARI7Na8sljiD0Zi97PPAEnNw+lw6l1Eq6kIyU62/QN8QEAKeRw3GFsubwFLp4+0GamITfxmtnazk26jt8WfogGYS3w8LfrmYQR1ULu949EhtpV6TCojmAiRmaz7PMnkXgiESNffAGBYfcrHU6tZM6C8pLV60kBCdkJ2B+zH0KjgYezQPKpvWZpN/P8afz09FNo6GmLB99bAKHir0+i2sjZ2RUZ8bHQ5+UoHQrVAfxNQmYR/udOZJ1Ix9Dnn0FIq4eUDqd2M8PTqvvGhsLajk8DyPw87T2RmJtY+LWXG5LOnzR5m5mRp7D6lZnwc7JFz5nzOCeMqBazdnaGjV6PtGP7lA6F6gCWeSKT+2nJdCQcuo7H3vsC7n7+SodTq3Xs3xjmeI/o38wNajU/xyHzK66aCACerXsi7mq0SdvLSb+B1W+8ggYutnhw6ToORySqAxxhQPKJv+HRnR8ck2nxnRSZ1C/fvYAr+y7i3kmjmYSZQVZaHnIzC0zezoo5h5GTmW/ydohuF+ASgOUPLwcAeLbqiaRE01U3y4m9grXvvIwm9/bGg98yCSOqK9w87JGZmaR0GFQHMBEjk9n26we4sDsCfSaOQrtujyodTp1wdn8srpzkLw+qvTQqDY4lHINWr4WnrzdSr16CIV9r9HZyrl7Ez89Mhpc+HfdPf5FJGFEd4vXQSGTXb6V0GFQHMBEjk7h8/AgubzuNPk+ORqd7n1A6nDrFHPNXOEOGlDT/yHzEZ8fDyqkenGwMSDlj3LkcuTFXsWbG03B30KDPglWcE0ZUx9hnZiJh5zalw6A6gIkYGd32DR9izYI5eOSFV9Hx/seVDqduMVMlwyZtPKHW8McHKcPL3guJOYUFOxo28sDlPRuMdu0CbR7Wzn4FLg42eOS7jXwSRlQHudazQ3pWptJhUB3Ad1JUbaMWH8KoxYcAAHu2LcSxX/9E+6E94N+8tcKR1T1BHbzRoGk9k7dz75hQ2DpYmbwdorJ42nveLNjRtM8wRF42zjyx/JQErJv1JOq1aoOBP6yHyor3OFFd5NmlN7LVGhjyOReaTIuJGBnNtXPHcGjlVrTu3xF9hr6hdDh1km+gC9z9HE3eztbFp5HLYh2kkHHNxqGlR0sAgF/3QcjVqZBy7XK1rlmQcQO/Th4HkZyKh6e9ALWaRYWJ6iobbz9YSwPSI44qHQrVckzEyCicM89gy6efot+Eyeg/+h2lw6mz9v58Hid3Xzd5OwmX06HXGUzeDlFZWni0gJudGwBAqFQI8bdD5Or5Vb6eLisTa58cAZVKYMiSX6CytjFWqERUQ7kHNkKWnm+TybR4h1G16PQGxMVdwJmYAhwJ6YsW9w1SOqS6TUqzrCMGISDNNB+N6Hbbo7bj7YNv33wd2vNBRJ65Ammo/IcDBr0emxb8DwYrWwz7dg00Dk7GDJWIaigHtQMSDh1UOgyq5SwqERNCjBBCnBFCGIQQHUps7yOEOCaEOF309wPlnO8mhNghhLhQ9LfpJ8vUYaMWH8L9763CtVxXxNo0xK4kV3Sfu/vmfDFSiukzMWtbFjAg5XjZeyExN/Hma9/uQ1CgB5JP7K7UdfT5efj9meHQ6bIx8oe1sHJ2NXKkRFRTOaRcRfI/fyodBtVyFpWIAQgHMBTA3tu2JwN4RErZEsDjAH4s5/xXAeySUgYD2FX0mkzESpsBw41MQPz3pjy3QK9gROTm5whnd1uTtzPmrS5wcjN9O0Rl8bT7r1gHUDg8MbRNc0Qe+7fC1zDoCrBxwmCkJ2Zh4AtvQGNtbYpQiaiGqufnh/TsPKXDoFrOohIxKeU5KWVkGduPSylji16eAWArhChrEP8gAD8Uff0DgMEmCZRw7fIR3HthFVr4e9/cphbAkHZ+WD2lq4KR1W0tevohoJWHyds5sy8G2lydydshKouXvRe61r/150zo4KmIPH2hQsMTDQYDTv7f80jP1WPE59/A2s3LVKESUQ3l3qw5MnUcg0+mZVGJWAUNA3BcSqktY5+3lDIOAIr+5m9XE4iPPo3vPngDBl8tvnx+ELydbOBsq8G4ro0wu3+Y0uHVaeF/RSPqdLLJ2zm6NQra7AKTt0NUFnsre7zZ5c1btnk3CQIyYpF4ZOsdz5UGA/5c9hXSVHYY+cmXsPMLMGGkRFRTefXsjxx7O0hOiCYTMnt9XiHETgA+Zex6Q0p5x1U5hRDNAXwI4EEjxDEZwGQA8PPzQ1RUVHUvWW0pKSlKh3BX6alXsf6r92HvZYUHR7+P6OvX4OOoBqDGE60cEX39mtHbrAn9Ym7l9cmViGQ4eVoBTlkmbV+v0yM6Ohr2WZa1zhLvldJqa5/MPzsfYwPGor59/ZvbGgW449TmVQj2bl7mOQZtLk7OnYl0jQ3Cps5EIqwBC/jZbylq671SXeyX0upKnwiVFSL++Rt23mW9bb1VXekTMi6zJ2JSyt5VOU8I0QDAOgCPSSkvlXNYghDCV0oZJ4TwBZBYznGQUi4BsAQAOnToIAMCAqoSltFZShxlKdDmYefnb8HB0wYvvrseKnXh3LANzweYvG1L7hellNUnUU5auLs5ICCggUnb1mhi0aBBAzh72Jm0nargvVJabeyTvMg8qOqpEOAbcHObwyPjsf7TBejdsCGE6tYBH3nJMfht9lQYbhRgxMcfIcnKvlb2S3WxT8rGfimtLvSJY04WrM8dRkDnGRU6vi70CRlXjRiaKIRwBbAZwGtSygN3OHQjCot5oOjvOz5ho4rLy83AstlPoX5AC8x8b8PNJIwsjznK1z84sTnsnVncgJTjaX9rwQ4A8GjbCxo7B5zbswXa1Lib29MTE7DypWdhm5SL4Z8shkMwh1AT0d05aYDUC+eUDoNqMbM/EbsTIcQQAJ8D8ASwWQhxQkr5EIDpAIIAzBZCzC46/EEpZaIQYimAr6WURwHMBbBGCPEUgGsARpj/u6h99AX5+Hj2SOjyDHhi0rRSnzST5bhvTKhZxrPbOVlDqMyxYBlR2Ro6NUSuLveWbUKlQo+JM3Fk3c/YufRLOFhLeHvYITrdGm069kSbBx6CbVCQQhETUU3j6uyAtPgEpcOgWsyiEjEp5ToUDj+8fft7AN4r55yJJb5OAdDLZAHWUZ++MxwFmQbMmPsdrG3tlQ6H7iD2QhpsHazhVt/BpO1s/Ow4Bj7fBi6evB9IGdPaTCtze3Cnbgju1A0GXT5SzxzA9e2bEGCvR4tnZpg3QCKq8bzat0JUZKli3kRGw0cbdEeH1/0MGWfA1DmfwKWen9Lh0F1E/p2A2Is3zNIWC0mRkqLSo7DhYvmjz1Uaazja1ofDhr8R8OAwM0ZGRLWFa48hyHVtpHQYVIsxEaNy7frzQ5zdvxNTPvwe3n5lVyEjy2OOOWLmaYSofGnaNPxy/pdy9xfExOD6pMnweeN1ON5zjxkjI6LaQggB8ENHMiEmYlSm02d+wdtXfkS3yYPg5G76BYLJSMz0mCqsuy9s7C1qZDPVMZ52pYt1lKT29ITvBx/AuV8/M0ZFRLWKEFxHjEyKiRiVEh9/AjP+fhv/FzoeTUMfUTocqoSW9zeAf5ibydtp3zcAdo6smkjK8bT3RFJuUqk3Sbq0NFybPBkyJweOPborFB0REdHdMRGjUmISTuIJ3x7o1e0VpUOhSnJys4Wdk+kTpI2fHUdGcu7dDyQyERu1DdYMWANZYtyQIScH0VOfhk1wMNSursoFR0S1goAAxyaSKTERo5sMeh227X0b7VqOx7iHv1Y6HKqCA79exIUjpi+1m5GSB73OYPJ2iO5EL/XIKsi6+Tr2tddhHRAAr5deUjAqIqo1BAtTkWkxEaOblm+dih8vbYCugE86aipz/b4QLNZBFuDjYx/jVNKpm8MTPaZOge977/L+JCLj4M8SMjHOticAwPmLW7Es6TB+6rMUVjamXYOKaj5nd1uo1PwFRcrysvdCUk4Skj77DBp3D7iNH6d0SERU2/CRGJkQEzECAGw//T1m+PdFgwZdlA6FqsEv2BUunnYmb+eR59qYvA2iu/G084R63Q5k7rqMRqt+UjocIqplBMQt81CJjI2JGCEzIwbPDlkNaeCcn5quaVdfs7Tz7/arCO3iAwcXG7O0R1SW+5O9od74M/x/XgONm+mrhRJRHSM4SYxMi3PE6rgTp1di9K99oSvIg1Dxdqjp/vn9Mq6cLH9tJWOJOBSHvOwCk7dDVB5pMKDF/UMRuHIVrBs0UDocIqqFOEWMTI3vvOuwnKxEvH5kLl5sOg4aK1ulwyEjyEjJQ162zvQNCcGKvqSYvMjzuDJsOM4lncGT4a8rHQ4R1Wb8XUcmxESsDluyfRra2HhyvbDaRJrnEzx+SkhKKYiNxfUpU+D+1FNwc/FBfHa80iERUa3FOWJkWpwjVoeN6/kuhFArHQYZkbW9Bhpr0/+b9p/WivPDyOyklIh+fgbcJjwOlwH9YW8oQKo2FXqDHmoVf5YRkXFxKQwyNT4Rq6N+3fEidHot3D1ClA6FjKjnqBAEtfcyeTu5WQXQ61nchcxH5ucDABos/AzuEyYAAKxUVnjA/wHk6HIUjIyIajUW6yATYiJWB129ug+fRf8BO1tXpUMhI7t0PBHJ0Zkmb2fPj+eQkZxn8naIAEDqdIie8QLS12+Ale+tlUEX3LcATtZOCkVGRLUaiyaSiTERq4O+3Pcmxru3hYtrgNKhkJFdPp6ElJhsM7XG305kelJKxL/zLmReHlz69yu1/+uTX+NU0ikFIiOi2k5AgL/ryJSYiNUx6enXcCE/DeMeWKB0KGQC5vvkjuPmyTwyt25FXng4/BYuhLC2LrX/SvoVXM24qkBkRFTrcY4YmRiLddQxLi4Nsfbxf6FS85+eqq5NH3/YO7NYB5mWIS8PTg89BIfu3aF2dCjzmHq29XBDe8O8gRFRnSE5NpFMiE/E6pBjJ3/A7J96MwmrxboMaoJGzd1N3k7TLr6wdy79dILIWLIPHkTUiJEAALWLS7nHudq4IiM/w1xhEVEdIrhmJpkY35HXId+cWIQH/e5ROgwyISlhllGDa+cdw71jQuDRgEUSyPi0Fy4g5qWX4ffpJxDqO5eln9RyEkvXE5HJcB0xMiU+Easj4uOO47QhGw93e13pUMiE/t5wCdfOppi8HV2BHpLV68kEpMGAmJdnwfvVV+DQqdNdj0/IScBf1/8yQ2RERETGxUSsjkhIicQT7u1hZ++mdChkQub83I7j5snYDPn5gBBo+N0yuAwcWKFzojOj8cPZH0wcGRHVSYL168m0mIjVAdJgQKuwkZg4kG9Waj1ZXG7XtLwCnGFlw+FgZDxSr0fMjBdw49dfoalXr8Lnudi4IC0vzYSREVFdJZiIkYkxEasDjp76Hi+s5NywuiCwnRfc6pddXc6Y7h/bFPV8TN8O1R0JH34IQ3Y2XAcNqtR5rJpIREQ1FROxOmDdmRVo595c6TDIDILae8Hdz9Hk7RxefwnpSTkmb4fqhqy//kL2/gNosPCzMtcKuxM3Wzd80OMDE0VGRHXd/7d353FSVWf+x78P3U3T0ECDgCwijQrBJQYMGjAaI8boDC4wiTKJcYlm1CTGLSbRuMzPifMKZtHoz98ETWJwEkdNMioaMW44mkQwA7hBQFFBZZFFtmZpmu5+fn9UNZZdVb3QdZeq+3m/Xv3qrnvr3vNwuHXqPvecey79YQgSiViJq9u6Sv/TsE6nTPhu1KEgBM/+dqmWv7oh8HLeW7JR9dsaAy8Hpa+5oUG9jj1WI+79bZvT1OdT3q1cI/uOVGMzxyOAwmJoIoJGIlbiNm56W+f0H6v+/Q+KOhSEYNf23WraHc50hkzpi67auXixlp92uryhoVP3hbV23p/O05ptawoYGQBIMmNiKgSK54iVuGFDj9TFI7g/DAVmITysDCVt99q1WvnNS7TvNdeoW48eXdpXTWWNNu3apOEaXqDoACCUx3Ii4egRK2HL3vyTvvzbCVGHgRD1GVClyp7BX1+ZcuU4DRrRJ/ByULrWXPN99fvSl9TnpM93eV81PWqYsAMAUHToESthD7/0cx3Td1TUYSBER38hnCGoa97crIHDe6uqd+cmVgC8OTV0dsgPf6jyQQMLss+TRpykgVWF2RcA7MHQRASMHrES5c3NeqLuLZ0y7uKoQ0GIFj23UuvfrQu8nL89ulxb1u8MvByUnvW33a4N//FzVew7KHUjfAFMHTVVB+9zcEH2BQAtCtVGAfmQiJWonfUbdWL1SI0ccXzUoSBE7/59o7Z+EE6CxEVCdNaWWbO09bHH1O/LXyrofv/wxh80c9HMgu4TACTxZYdAMTSxRFX16K/vnflo1GEgAhbC7cVcJERn7Xp7udbe/CONuGemyvv3L+i+m71Z79S9U9B9AoBkzA+MQNEjVqKuuPdYLXjlnqjDQBRCSJKOPGWkagZVBV8QSoK7q/vIWtXe91+qHFX4+1ZrKmu0uX5zwfcLIOFM9IghULFKxMzsDDNbbGbNZjY+Y/mJZrbAzF5L/56UZ/v/Y2arzOzl9M8/hhd9fOyq36K5jVs0qjZnNaGETTrnYO1/aGF7G3IZclBNKLMzovg1bdumd770Ze1etVrdR4wIpIxBPQepZ0XPQPYNILm4RwxBi9uZ1CJJ/yTpzlbLN0g61d1Xm9lhkp6QNCzPPm51958EGGPsLVh0r0Zbd/3L/SslrdQDF02MOiSEZMu6naruX6nyvmWBlvPobS9rwtQDNfSgmkDLQXHzxkatuvJKVR48RhXDhgZWzthBYzV20NjA9g8gyegRQ3Bi1SPm7kvc/fUcy19y99Xpl4sl9TCzynCjKx47G+p06hAe4pxE8x9foXUrtoZTGN9NaMf6O+6Q796twd//fqBXlnc27tRtC28LbP8Akorp6xGsuPWIdcQXJL3k7rvyrL/EzM6RNF/St919U643mdmFki6UpGHDhmnFihVBxNopH3zwQUH2c+DQaTpQ0r1Ll0tSLP5tXVGoeikl+epkx/YdWrdunWzF9kDLr9+1S2vWrFFDxeZAy+ksjpVsUdZJ88SJshNO0DurVgVaTmNzo3696Nc6rd9pHU74OFayUSe5US/ZklIndRvWaffuxg6dRyWlTlBYoSdiZva0pME5Vl3r7rPa2fZQSTdL+nyet/xc0g+Uulb/A0k/lXR+rje6+12S7pKk8ePHe21tbUfCD1xX41i/brFu/NPXdMc5c9Wjx5qC7DMOSuHfUGi56mRxzy0atO++qq0dEGjZ68e5Ro4apP5DegVazt7gWMkWdp3sWLhQm3/3ew2d/sPQyqyaV6V9hu2jPt37dHgbjpVs1Elu1Eu2JNTJpsoKVZSXd/jfmoQ6QWGFnoi5++f2Zjsz20/SQ5LOcfe38ux7bcb7fyHpj3sVZBF7YdFv1N2KsaMThXDYZ/dTv8HBT1pw5OSRgZeB4rR7zRqtuuxyDbnpB6GW2zJzYmcSMQBok5mccfgIUKzuEcvHzGokPSbpGnf/axvvG5LxcqpSk38kygtr5unowUeqsalZyzds15I1W3XDrEVqbGqOOjSEYMSh+6jPPsFPK//nB97Q+nfrAi8HxaW5oUErv3mJ+p97jqqPOy7Usu8+6W4NqR7S/hsBoINMxvT1CFSsEjEzm2pmKyVNlPSYmT2RXnWJpIMkXZ8xNf2g9Da/zJjq/kfpKe5flXS8pCvC/jdEbeW2Oj2+7HAdPX2O1tXt0tb6Rv3n3Hf06elzog4NIfjjHa9oxasbAi9nw8ptatjZGHg5KC5WUaGBV1yu/hdcEHrZWxu28iwxAIXF9PUIWKzGsLn7Q0oNP2y9/CZJN+XZ5msZf58dXHTFoVF3aFuZVL/7ozPn7dzdFFFECJO7Qnmgs8SkifioD349U5WjRqn62GhmbL1n8T06ashRmnLQlEjKB1Ca6BBDkGLVI4auefiZ7+nCjz+vBy6aqCnjPnzMWplJU4/I99g1lJZwvjEqKsu4UIg96uY8q42//rUqRx0UWQw1PWq0ZdeWyMoHUHpS33NkYggOiVgJeeS9Z1RR1l2SdMMph2jf3pXq06NcX5k4QtdPPiTi6BCGfWv7qGef7oGXc8oln9Cw0f0CLwfxt+utt7Tmuuu03+23qWLffSOLo19lP22qz/m0EgDYSzxHDMGK1dBE7L1d9Vu0yOs1/tCzJEnlZd1UOyA1tfiNpx0WZWgI0VGnHhBKOW8uWKdBtb1DmRgE8datulpDbvqBqsaOjTSOY/c7Vjt274g0BgClJcgH0QMSPWJFb9qdczXtzrl6d+VcjVJ39aweFHVIiNCLj7wdymyGi/+8SlvW7Qy8HMSXNzZq3c9+pm69eqn3pElRh6Mx/cdo7KCxUYcBoNTQIYYAkYiViFEHnazfnjs/6jAQsbUrtmpnXUM4hfHllGjrbrlV9a++qm49ekQdiiRp4dqFOv+J86MOA0ApMfEcMQSKRKyIZT4r7Jz/+IXeWvFc1CEhaoxlRwi2PPaY6p58UkN/+lNZeTxGuPfp3od7xAAUGEMTEax4fIOiU6bdOVeStHzDdq2r2yVJev7dfXX+f72n56/78H0PXDQxivAQtRC+Nz79xYNU3S8ePSEIn9fXa7//e7vK+8VnwpaaHjXavGtz1GEAKDVc4ESASMSKWP1Hng1Wps2NAyKLBfFw2mXjQpnhqUevCpWV06GeNE2bN2v7vBdV84UvRB1Klr6VffWJgZ+Qu3ODPYCCMDMSMQSKM6ki9MBFE7OeFSY1aeoR+0cWE+JhxasbtH3zrsDLmfObpVrz5ubAy0F8eFOTVn37Ku18+eWoQ8mpoluFbp90O0kYgMIxbodGsEjEitiHzwoznfGJPjwrDHplznva9H44U3jz5ZQs6392m7ypSYOu+nbUoeT1g7k/0Jpta6IOA0CJMO4RQ8BIxIpYy7PCjh34oq49eYTKy/jvTLqwRlCYRCaWIN7QoN2rV2vYLfGZnCOXpRuXau2OtVGHAaCUMDQRAeLMvcg9cNFEvVv1oNZ9sDTqUBAXIVzAO2DcQPXeh8k6kmDX28vVVFenYT/9icr79486nDYxYQeAgjIL5b5rJBeJWJGr27pKa811wIjjow4FMTDh9AM0YFh14OUceuww9R/SK/ByEK2mLVv03tcv1vZ586IOpUNqKmtU1xD8A80BJAP3nCJo8R1jgg5Z8tbjGmOVKq+gdwJS30FV6l4Z/Mf62d8s0eijBmvYx+IzfTkKy5uatOo731H1Z45T38mTow6nQ2769E2cOAEAigY9YkVg2p1z9zw7rLXaoRN05SevDDkixNWf7lyk99/eEng527c0aPeupvbfiKJVv2Sp1Oza97vfiTqUDntj0xv63/f/N+owAJQQhiYiSCRiMdfY1KzlG7ZryZqtumHWIjU2NX9kvatZHz/4jIiiQ2LR6VDSdq9dq6rDDtXwX9wlq6iIOpwOe23Da3r0rUejDgNAieA5YggaiVhMtfSCHT19jtbV7dLW+kb959x39Onpcz7yvnMfO0vvrnwhoigRSyEkSb1qKlVeWRZ8QQhdw7vvavnUf1LDe+8V3TC/fpX9mKwDQOEUWRuI4sM9YjFXv/ujw792ZrzevGm5tphrxPBjwg4LMVX78QHq1bcy8HKOP2tM4GUgfM07d2rlpZdpwNe/ru7Dh0cdTqf1rexLIgagoOgPQ5DoEYupBy6aqAcumqgp44btWVZm0tQjPny9+M3HdLD1ULcy8mmkjPv8/qrZt2fg5fz9r6v1waptgZeDcG387W9VedBB6veVs6IOZa98rP/HdNX4q6IOA0ApYWgiAsQZfMzdcMohemLR+9q5u0lTjxim6ycfsmddv9776Z8PnBJdcIidOb9Zoo8ft58G7t870HKWv7JBPXpVaJ8QpspHOHz3bu3z1a/KGxuLbkhii14VvdSvkpk8ARQG94ghaPSIxVx5WTfVDuilg4f00Y2nHabysg//yw4efZo+f+x1EUaHuNm8dgezGaLTdr76qpafcaZkpm49ivdRGM3erFMfPlVNzXwGABRAkV6UQvEgESsCLcMUWztt5litW7sogogQWyFduOO7qXQ0btqklZdfroGXfFNWVtwTsJR3K1evil481BlAwTh3iSFADE0sUhvWL9Ema9bAgYe0/2YkRmWvCnUrDz5L+sw/f0zdq4r7pB0pa669Tn0nT1bvz30u6lAKol+Pftq0a5NqetREHQqAImcyZutAoEjEitQbK+ZotPWQdaNTEx+a/I3DQyln147dKis3qXhHsSFt0FXfVvf99486jII5Y/QZqiqvijoMAKWA0R8IGGfxMTHtzrm6bNbyTm3zmQFjgwkGRevvf12tuo31gZfzt0eXa/WyzYGXg+DUzXlW6279mSoPOEBWXjrX5M499FwN7jU46jAAlAhnsg4EiESsSB195Dd13im/jDoMxMzf/7Ja2zbtCr4grhIWtYb33tOa665T9WePizqUgrt94e16fPnjUYcBoASkZpAlEUNwSMSK1PTfnaoVK56LOgzEUFgTaXCRsDg1NzRo1eVXaMDFF6nnuHFRh1NwOxt3at2OdVGHAaAkGN91CBSJWBHy5mb9cftyVfcaFHUoSKgxEwZrwH48Q6wYWbdu6n/euep39tlRhxKI3t17M2sigIJghmAEjUQsBhqbmrV8w3a99UG9bpi1SI1NzW2+f+PGN+WS9tnnY+EEiKJxwrkHq//QXoGXM/ITA1Wzb8/Ay0Fh1T39tHa++qr6nnpq0T60uT1Deg1hsg4AhUOXGAJUOndoF6Fpd86VJC3fsF3r6lL39fzn3Hf0xKL39eK1+aeSXrX2JWZMRE7uCuUE++lf/10jxw7QgePolS0Wu5Yv15rrb9DwX/4i6lACNXXU1KhDAFAqzHiOGALFmXwM1O9u+sjrna1et3b4odN09zl/CzIkFKlnZv5dG1dvD7ycxt3Nam7iy6lYNNfXa9XlV2jgZZeq6tBDow4nUG9uelO/f+P3UYcBoAQYM1MhYCRiEXrgool64KKJmjJu2J5lZSZNPWJYG1tJc174kd58+8mgwwPyKtFRbSWrccMHqv7MZ1QzbVrUoQRuQ/0G/Wn5n6IOA0Cp4JojAkQiFgM3nHKI9u1dqeru3fSViSN0/eRD2nz/fcv+oLUbl4UUHYpOCElSvyG9VFVdEXxB6LKmxYtVvk9/Dfr2lSV7X1im3hVM1gGgQEzcI4ZAcY9YDJSXdVPtgF6qr6/Xjacd1u77327aoQP3OzqEyFBsDjlmqHr1rQy8nKNOGRl4Gei6XcuWqeHf/k27R49W5ahRUYcTiuru1SRiAAqDe8QQMHrEikzd1lXaZtLgwaX3/B903aHHDlN1v+ATsVeffU9r3twceDnYe83bt2vl5Veo4oILEpOESdLQ6qG6+6S7ow4DQAngHjEELVaJmJmdYWaLzazZzMZnLD/KzF5O/7xiZjmnxTKz/mb2lJktS//uF1704ehR1U/3fuYWZkxETo/c/rI2rAy+N+D9t7aobmN94OVg7237y19V9YlPqPzzn486lFCVW7mWb1kuZzgRgEKgLUGA4nY2v0jSP0l6Psfy8e4+VtLJku40s1zDKq+W9Iy7j5L0TPp1UXjgoom67fT2h3utXfuqelb1DyEiFKOddQ3hzGZoxndTjDVu3Kg+J31eQ/79pqhDCZ2Z6VtzvqX6Ji4UAOgivusQsFglYu6+xN1fz7F8h7s3pl/2UP45bE6XdE/673skTSl4kBG7f+50zV5wR9RhIMaSMCED8qtfulRvn366mrZuTeyx0Lt7b21r2BZ1GACKXKoJJRNDcCyOwzfM7H8kXeXu8zOWfUrS3ZJGSDrb3R/Ksd1md6/JeL3J3XMOTzSzCyVdmH75MUlZCWAEBkjaEHUQMUS9ZKNOcqNeslEnuVEv2aiT3KiXbNRJtkLVyQh3H1iA/aAIhJ6ImdnTkgbnWHWtu89Kv+d/1CoRy9j+YKV6uz7j7vWt1nU4EYsjM5vv7uPbf2eyUC/ZqJPcqJds1Elu1Es26iQ36iUbdZKNOsHeCH36enf/XBe3X2Jm2yUdJql1orbWzIa4+xozGyJpXVfKAgAAAIAgxOoesXzMbGTL5BxmNkKpoYQrcrz1EUnnpv8+V9KsUAIEAAAAgE6IVSJmZlPNbKWkiZIeM7Mn0quOkfSKmb0s6SFJ33D3Deltfpkx1f10SSea2TJJJ6ZfF5O7og4gpqiXbNRJbtRLNuokN+olG3WSG/WSjTrJRp2g02I5WQcAAAAAlLJY9YgBAAAAQBKQiAEAAABAyEjEImJmd5vZOjNblLGsv5k9ZWbL0r+LZur9QslTLz82s6Vm9qqZPWRmNRGGGLpcdZKx7iozczMbEEVsUcpXL2b2LTN73cwWm9mPooovCnk+P2PNbJ6ZvWxm883sqChjDJuZDTezZ81sSfqYuCy9PLHtbRt1kvS2Nme9ZKxPXHvbVp0kvK3N9xlKdHuLziMRi85MSSe3Wna1pGfcfZSkZ9Kvk2amsuvlKUmHufvhkt6QdE3YQUVsprLrRGY2XKlJad4NO6CYmKlW9WJmx0s6XdLh7n6opJ9EEFeUZir7WPmRpBvdfaykG9Kvk6RR0rfd/WBJEyR908wOUbLb23x1kvS2Nl+9JLm9zVkntLV5j5Wkt7foJBKxiLj785I2tlp8ulIPq1b695QwY4qDXPXi7k+6e2P65TxJ+4UeWITyHCuSdKuk70pK5Iw7eerl65Kmu/uu9HsS9SzBPHXikvqk/+4raXWoQUXM3de4+8L033WSlkgapgS3t/nqhLY277EiJbS9baNOkt7W5quXRLe36DwSsXjZ193XSKkPuaRBEccTR+dLejzqIKJmZqdJWuXur0QdS8yMlnSsmb1oZs+Z2ZFRBxQDl0v6sZm9p9RV66T1cuxhZrWSxkl6UbS3krLqJFOi29rMeqG9TWl1rNDWprWql8tFe4tOIBFD0TCza5UaDnBv1LFEycx6SrpWqWEP+KhySf2UGiryHUm/MzOLNqTIfV3SFe4+XNIVkn4VcTyRMLNqSf8t6XJ33xp1PHGQr06S3tZm1otS9ZD49jbHsUJbq5z1QnuLTiERi5e1ZjZEktK/E9XV3xYzO1fSKZLOch5+d6CkkUo95HyFUsOHFprZ4EijioeVkh70lL9JapaUmBvr8zhX0oPpv38vKXE3j5tZhVInS/e6e0tdJLq9zVMniW9rc9RL4tvbPMdK4tvaPPWS+PYWnUMiFi+PKPUhVvr3rAhjiQ0zO1nS9ySd5u47oo4nau7+mrsPcvdad69V6gvxCHd/P+LQ4uBhSZMkycxGS+ouaUOUAcXAaknHpf+eJGlZhLGELn2V/leSlrj7LRmrEtve5quTpLe1ueol6e1tG5+fh5XgtraNekl0e4vOswRe8IoFM7tP0meVuoK0VtK/KtWw/U7S/krNzHSGu+eapKFk5amXayRVSvog/bZ57n5xJAFGIFeduPuvMtavkDTe3RPzJSjlPVZ+I+luSWMlNUi6yt3nRBRi6PLUyeuSblNqKFG9pG+4+4KoYgybmR0j6c+SXlPqqr0kfV+p+zkS2d62USe3K9ltbc56cffZGe9ZoQS1t20cK08r2W1tvnrZqgS3t+g8EjEAAAAACBlDEwEAAAAgZCRiAAAAABAyEjEAAAAACBmJGAAAAACEjEQMAAAAAEJGIgYAAAAAISMRAwAAAICQkYgBQAkzs21d2LbKzJ4zs7I867ub2fNmVt7ZfbWOy8zOM7M72ti+w2UBAFAMSMQAAPmcL+lBd2/KtdLdGyQ9I2laV/fVnk6WBQBA7JGIAUACmNmVZrYo/XN5xvLrzWypmT1lZveZ2VUZm50laVb6fTVm9n7GdgvMrK+kh9Pva8+efXUg1ovN7OX0z3Izeza9qqNlAQAQewzxAIASZ2aflPRVSZ+SZJJeNLPnJJVJ+oKkcUp9HyyUtCC9TXdJB7j7Ckly981m1svMKtx9t6RXJB0u6QVJR7ZT/kf2lVZlZi9nvO4v6ZF0WTMkzTCzCklzJN2Sfs+i9soCAKBYkIgBQOk7RtJD7r5dkszsQUnHKjUqYpa770wvfzRjmwGSNrfaz1pJgyW9J2mMpLXu3mRmDWbW293r8pSfa1873X1sywszO0/S+FbvuU3SHHd/VJI6WBYAAEWBRAwASp91crkk7ZTUo9Wy1ZKGmtnRkja4+xvp5ZWS6ju5rzalE7MRki5ptaq9sgAAKArcIwYApe95SVPMrKeZ9ZI0VdKfJf1F0qlm1sPMqiVNbtnA3TdJKjOzzARqtaQpkq5WavINmdk+ktanhyvmlGdfeaWHUl4l6Svu3pyxvN2yAAAoFvSIAUCJc/eFZjZT0t/Si37p7i9Jkpk9otT9Xu9Imi9pS8amTyo1rPHp9OtVkr4oaZK7b0gvO17S7A6E0XpfbblEqXvGnjUzSZrv7l/rRFkAAMSeuXvUMQAAImJm1e6+zcx6KtVzdqG7L0yvGyfpSnc/u43tH5R0jbu/3k457e6rA7F2qCwAAIoBPWIAkGx3mdkhSt3DdU9LEiZJ7v6SmT1rZmW5nv+Vng3x4Y4kRu3tqz2dKQsAgGJAjxgAAAAAhIzJOgAAAAAgZCRiAAAAABAyEjEAAAAACBmJGAAAAACEjEQMAAAAAEJGIgYAAAAAISMRAwAAAICQkYgBAAAAQMhIxAAAAAAgZCRiAAAAABAyEjEAAAAACBmJGAAAAACErOQSMTMbbmbPmtkSM1tsZpdFHRMAAAAAZDJ3jzqGgjKzIZKGuPtCM+staYGkKe7+94hDAwAAAABJJdgj5u5r3H1h+u86SUskDYs2KgAAAAD4UHnUAQTJzGoljZP0Yo51F0q6UJJ69er1yTFjxoQbHAAAAJBhwYIFG9x9YNRxIBwlNzSxhZlVS3pO0r+7+4NtvXf8+PE+f/78cAIDAAAAcjCzBe4+Puo4EI6SG5ooSWZWIem/Jd3bXhIGAAAAAGEruUTMzEzSryQtcfdboo4HAAAAAForuURM0qclnS1pkpm9nP75x6iDAoBM0+6cq2l3zo06DCBW+FwASJKSm6zD3f8iyaKOAwDQNS0n5A9cNDHiSAAEhc85kqwUe8QAAABQ5OghRakjEQOAGCmmE49iihUAgLghEQMShBNnAACAeCARAwAAAICQkYgBAAAAQMhIxAAAAAAgZCRiAAAAaBf3GQOFRSIGAAAAACEjEQPQLq6CFgf+nwAAKB4kYgAAoKC4KICgcYyhFJCIAQCAosZJOYBiRCIGoEs4AQIAAOg8EjEAAAAACBmJGIBA0WMGAACQjUQMAAAAAEJGIgYAAAAAISMRA4CIrNy0I+oQgNjhcwEgKUjEACAiqzbXRx1C7HFSnjx8LgAkBYkYAAQkThOVxCmWzuCkHIhOZ9qNrrQxbV1w4WIMSll51AEAQJLc+tQbuu2ZZXte1179mCTpshNG6YoTR0uK14lHy4nVAxdNzLk+TrGieHXkc4HS1dYFFy7GoJSRiKHL2jtRA/ChK04crStOHK1pd87Vi8s3asX0yVnvKaYTjyBi5aQ8eTryuSgFfF8CyEQiBiQMPRiIu6SclANJ1tYFF0lcjEEikIgBCVNMvS2lblhNjz1/F1MvUDHFiuKT+bkIGj1U0WnvggsXY5AEJGIAEJH9+vXc83cx9QKFGWuYJ+WIh8zPBQCUMhIxIAHowUCx4qQciJcghre3dcGFizEoZSRiQInJNdSmmHpbUFwnHsUUK4CuC2J4e1sXXLgYg1LGc8QAIGa6cuIR9mQsnCQBALB36BEDEiZfDwbPiyoNTMaCuKDNKB0MbweCQSIGJMze9mBwgl+6mDkOQSjlNiNpn5m4Dm8n2UexIxED0GV8GUaLq9UA7VASlXKyj2QgEQOQV0dP8PkyjFZcr1YjeaK8KEA7FA4m6AEKh0QMQF6FOsHnSnWyJW0YV5JxUaD07c3w9kK2AYwAQCkhEQOwVzrzZciV6vBwtRpJwkl58pDso5REmoiZ2RmS/uTudWZ2naQjJN3k7gu7uN+TJd0mqUzSL919etejBZKt9Qk+X4bxxHTyiIswLgrQDgEoZlE/R+z6dBJ2jKSTJN0j6edd2aGZlUn6f5L+QdIhkr5kZod0OVIg4Tp7gn/rU2+o9urH9OLyjZJSV6prr35Mtz71RhDhAYgZLgogaIwAQNFz98h+JL2U/v1DSV/OXNaFfU6U9ETG62skXdPWNmVlZd63b1/v27evz5s3z93dL7300j3LMn+WLl3q7u4XXHBBzvXr1693d/dp06blXN9i8uTJWesGDBiwZ/2kSZOy1g8dOnTP+gkTJmStr62t3bN+7NixWevHjBmzZ/2YMWOy1o8dO3bP+tra2qz1EyZM2LN+6NChe5ZXVFV7RVW1T5o0ac/6AQMGZG0/efLkPetz1c20adPc3X39+vU5119wwQXu7r506dKc6y+99FJ3d583b17O9dddd527u8+ePTvn+ptvvtnd3e+///6c62fMmOHu7jNmzMi5/v7773d395tvvjnn+tmzZ7u7+3XXXZdzfaGOveGfPMErqqqz1ru7nznjBR9y2NFZ6wYMGOBnznjBz5zxQs5jr0ff1Ppcx15FVbUPOPHCvMdeRVW1j/jeHwM59lp+4nLsnfDdX3yk7ls+G7mOvZZ1fVsde5nLW346euwdPvUbOf/vZ8+e7WfOeMEP/sfzcm5/wnd/4WfOeCHnsVdRVe0n33hfzmOvJdb22r2WY6uz7V5FVbX36Pvh+ji1ey0/cTn24tbutRwbnW33Wh//nWn3+n82+/huke/Ya6vda+s7t6Kq2nvuM6TTx17mv68Yjr0zZ7zgJ994X9b/a98cx17r/7vMYy9Xu9Zy7E244Mac7daMGTP8zBkv+Ce//N2c8U244EY/c8YLkX/nFvp8T9J8j/DcnJ9wf6LuEVtlZndKOlPSbDOrVNd76YZJei/j9cr0so8wswvNbL6ZzW9ubu5ikUCy7Vj4aNQhxFbvT30x6hCARKh78Q9Rh1CS1jd07/B7ae+AzjF3j65ws56STpb0mrsvM7Mhkj7u7k92YZ9nSDrJ3b+Wfn22pKPc/Vv5thk/frzPnz9/b4tMPGZEi5e2/j/CXteyfuWmHfrr1Sd0JPyi1rou2rpvJV+9deXz1N7/U77/hyC225v3FWo7RC/s//NS3y4qrduw9tqKzrZ3Qa0rZma2wN3HRx0HwhFpj5i775C0TtIx6UWNkpbl36JDVkoanvF6P0mru7hPtIPpydEW7hWJh72dvZJZL4HC4fsSQIuoZ038V0njJX1M0q8lVUj6raRPd2G3/ytplJmNlLRK0j9L+nIXQ0U7OFEDPsSU2gDyKYbvy3xt2LCaHlkX1mjvgL0X9XPEpkoaJ2mhJLn7ajPr3ZUdunujmV0i6Qmlpq+/290XdzlSAOigOE2pvbcnSZxcIQpRDDOjhypbvjasZThgR94LoH1RJ2IN7u5m5pJkZr0KsVN3ny1pdiH2hfw4UQP2XlgnnHt7khSHk6tSu/cD8RRGDxXflwByiSwRMzOT9Mf0rIk1ZvYvks6X9IuoYkLnxOFEDYg7nnMDoJi/LzvThu1Ne8cFFyRZZIlYuidsiqTvSdqq1H1iN7j7U1HFBJQKhtrER2cnKgnypGRvk8J823EChWJFD1XHdaYNK/TETLQxKHVRD02cK2mzu38n4jjQRVz1j5diuBkc4dvbkyRmvUSpibKHiu9LAC2iTsSOl3SRmb0jaXvLQnc/PLqQsDc4USsO7V1dpCcNAILF9yWAFlEnYv8QcflAySjEUBt60pKLJBxJtbc9VHxmAHRVpImYu78TZflAKSnmm8ERPZJwJNXe9lDxmQHQVVH3iAGIGDetAwA6gskzgMIiEQNKUGeG2tCTllxhJuEM40Ip4MLV3qMNALKRiAEliJvBk6mzV6vDTMIZxoVSwIWrvUcbAGQjEQOwB8+LAgAACAeJGIA96ElLriCebcQwruRKwsUbngfWviDbgCQcYyh9JGIAgECScIZxISxRnJRz4ap9tAFA20jEAHQJVyU/ihvSAQBAR5CIAQhU0hI1bkjPjWFcQLLRBgDZukUdAACg9DGMC0g22gAgGz1iANBF+W5IH1bTg5MPAACQEz1iANBFV5w4WiumT9anRvaXJK2YPlkrpk8mCQMAAHmRiAEAAABAyBiaCAAFxA3pAEpFZyZbStrETEAhkIgBQAFlDkeM04nJ3sYSp38DAAClhEQMXcaJGgAA7eP7EkAm7hEDAAAAgJCRiAEAAABAyBiaCAAAEomhggCiRI8YAAAAAISMHjGgxHCFFwAAIP7oEQMAAACAkNEjBkASPWkAAABhIhEDgIQjCQc6h88MgEJgaCIAAAAAhIxEDAAAAABCxtBEAECgGMYFJBttAJAbPWIAAAAAEDISMQAAAAAIWUklYmb2YzNbamavmtlDZlYTdUwAAAAA0FpJJWKSnpJ0mLsfLukNSddEHA8AAAAAZCmpyTrc/cmMl/MkfTGqWAAkDzekAwCAjiq1HrFM50t6PN9KM7vQzOab2fz169eHGBYAAACApCu6HjEze1rS4ByrrnX3Wen3XCupUdK9+fbj7ndJukuSxo8f7wGECgAAAAA5FV0i5u6fa2u9mZ0r6RRJJ7g7CRYAAACA2LFSylXM7GRJt0g6zt07PN7QzNZLeiewwDpugKQNUQcRQ9RLNuokN+olG3WSG/WSjTrJjXrJRp1kK1SdjHD3gQXYD4pAqSVib0qqlPRBetE8d784wpA6xczmu/v4qOOIG+olG3WSG/WSjTrJjXrJRp3kRr1ko06yUSfYG0U3NLEt7n5Q1DEAAAAAQHtKedZEAAAAAIglErF4uSvqAGKKeslGneRGvWSjTnKjXrJRJ7lRL9mok2zUCTqtpO4RAwAAAIBiQI8YAAAAAISMRAwAAAAAQkYiFhEzu9vM1pnZooxl/c3sKTNblv7dL8oYo5CnXn5sZkvN7FUze8jMaiIMMXS56iRj3VVm5mY2IIrYopSvXszsW2b2upktNrMfRRVfFPJ8fsaa2Twze9nM5pvZUVHGGDYzG25mz5rZkvQxcVl6eWLb2zbqJOltbc56yVifuPa2rTpJeFub7zOU6PYWnUciFp2Zkk5utexqSc+4+yhJz6RfJ81MZdfLU5IOc/fDJb0h6Zqwg4rYTGXXicxsuKQTJb0bdkAxMVOt6sXMjpd0uqTD3f1QST+JIK4ozVT2sfIjSTe6+1hJN6RfJ0mjpG+7+8GSJkj6ppkdomS3t/nqJOltbb56SXJ7m7NOaGvzHitJb2/RSSRiEXH35yVtbLX4dEn3pP++R9KUMGOKg1z14u5Puntj+uU8SfuFHliE8hwrknSrpO9KSuSMO3nq5euSprv7rvR71oUeWITy1IlL6pP+u6+k1aEGFTF3X+PuC9N/10laImmYEtze5qsT2tq8x4qU0Pa2jTpJelubr14S3d6i80jE4mVfd18jpT7kkgZFHE8cnS/p8aiDiJqZnSZplbu/EnUsMTNa0rFm9qKZPWdmR0YdUAxcLunHZvaeUletk9bLsYeZ1UoaJ+lF0d5KyqqTTIluazPrhfY2pdWxQlub1qpeLhftLTqBRAxFw8yuVWo4wL1RxxIlM+sp6Vqlhj3go8ol9VNqqMh3JP3OzCzakCL3dUlXuPtwSVdI+lXE8UTCzKol/beky919a9TxxEG+Okl6W5tZL0rVQ+Lb2xzHCm2tctYL7S06hUQsXtaa2RBJSv9OVFd/W8zsXEmnSDrLefjdgZJGSnrFzFYoNXxooZkNjjSqeFgp6UFP+ZukZkmJubE+j3MlPZj++/eSEnfzuJlVKHWydK+7t9RFotvbPHWS+LY2R70kvr3Nc6wkvq3NUy+Jb2/ROSRi8fKIUh9ipX/PijCW2DCzkyV9T9Jp7r4j6nii5u6vufsgd69191qlvhCPcPf3Iw4tDh6WNEmSzGy0pO6SNkQZUAyslnRc+u9JkpZFGEvo0lfpfyVpibvfkrEqse1tvjpJelubq16S3t628fl5WAlua9uol0S3t+g8S+AFr1gws/skfVapK0hrJf2rUg3b7yTtr9TMTGe4e65JGkpWnnq5RlKlpA/Sb5vn7hdHEmAEctWJu/8qY/0KSePdPTFfglLeY+U3ku6WNFZSg6Sr3H1ORCGGLk+dvC7pNqWGEtVL+oa7L4gqxrCZ2TGS/izpNaWu2kvS95W6nyOR7W0bdXK7kt3W5qwXd5+d8Z4VSlB728ax8rSS3dbmq5etSnB7i84jEQMAAACAkDE0EQAAAABCRiIGAAAAACEjEQMAAACAkJGIAQAAAEDISMQAAAAAIGQkYgAAAAAQMhIxAAAAAAgZiRgAlDAz29aFbavM7DkzK8uzvruZPW9m5Z3dV+u4zOw8M7ujje07XBYAAMWARAwAkM/5kh5096ZcK929QdIzkqZ1dV/t6WRZAADEHokYACSAmV1pZovSP5dnLL/ezJaa2VNmdp+ZXZWx2VmSZqXfV2Nm72dst8DM+kp6OP2+9uzZVwdivdjMXk7/LDezZ9OrOloWAACxxxAPAChxZvZJSV+V9ClJJulFM3tOUpmkL0gap9T3wUJJC9LbdJd0gLuvkCR332xmvcyswt13S3pF0uGSXpB0ZDvlf2RfaVVm9nLG6/6SHkmXNUPSDDOrkDRH0i3p9yxqrywAAIoFiRgAlL5jJD3k7tslycwelHSsUqMiZrn7zvTyRzO2GSBpc6v9rJU0WNJ7ksZIWuvuTWbWYGa93b0uT/m59rXT3ce2vDCz8ySNb/We2yTNcfdHJamDZQEAUBRIxACg9Fknl0vSTkk9Wi1bLWmomR0taYO7v5FeXimpvpP7alM6MRsh6ZJWq9orCwCAosA9YgBQ+p6XNMXMeppZL0lTJf1Z0l8knWpmPcysWtLklg3cfZOkMjPLTKBWS5oi6WqlJt+Qme0jaX16uGJOefaVV3oo5VWSvuLuzRnL2y0LAIBiQY8YAJQ4d19oZjMl/S296Jfu/pIkmdkjSt3v9Y6k+ZK2ZGz6pFLDGp9Ov14l6YuSJrn7hvSy4yXN7kAYrffVlkuUumfsWTOTpPnu/rVOlAUAQOyZu0cdAwAgImZW7e7bzKynUj1nF7r7wvS6cZKudPez29j+QUnXuPvr7ZTT7r46EGuHygIAoBjQIwYAyXaXmR2i1D1c97QkYZLk7i+Z2bNmVpbr+V/p2RAf7khi1N6+2tOZsgAAKAb0iAEAAABAyJisAwAAAABCRiIGAAAAACEjEQMAAACAkJGIAQAAAEDISMQAAAAAIGQkYgAAAAAQMhIxAAAAAAjZ/wcoSE50ONdDVgAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "fit_model_lsb.set_nu_grid(1E6,1E30,200)\n", "fit_model_lsb.eval()\n", "p2=fit_model_lsb.plot_model(sed_data=sed_data)\n", "p2.rescale(y_min=-13,x_min=9,x_max=28.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Model fitting with a bkn pl\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===================================================================================================================\n", "\n", "*** constrains parameters from observable ***\n", "\n", "---> task completed True\n", " model name name par type units val phys. bound. min phys. bound. max log frozen\n", "------------ ----------- ------------------- ---------------- ------------ ---------------- ---------------- ----- ------\n", "jet_leptonic R region_size cm 1.094810e+16 1.000000e+03 1.000000e+30 False False\n", "jet_leptonic R_H region_position cm 1.000000e+17 0.000000e+00 -- False True\n", "jet_leptonic B magnetic_field G 3.008910e-02 0.000000e+00 -- False False\n", "jet_leptonic beam_obj beaming Lorentz-factor* 2.500000e+01 1.000000e-04 -- False False\n", "jet_leptonic z_cosm redshift 3.360000e-02 1.000000e-10 -- False False\n", "jet_leptonic gmin low-energy-cut-off lorentz-factor** 1.927085e+02 1.000000e+00 1.000000e+09 False False\n", "jet_leptonic gmax high-energy-cut-off lorentz-factor** 2.993548e+06 1.000000e+00 1.000000e+15 False False\n", "jet_leptonic N emitters_density 1 / cm3 1.999504e+01 0.000000e+00 -- False False\n", "jet_leptonic gamma_break turn-over-energy lorentz-factor** 2.012047e+05 1.000000e+00 1.000000e+09 False False\n", "jet_leptonic p LE_spectral_slope 2.248787e+00 -1.000000e+01 1.000000e+01 False False\n", "jet_leptonic p_1 HE_spectral_slope 3.500000e+00 -1.000000e+01 1.000000e+01 False False\n", "\n", "===================================================================================================================\n", "\n" ] } ], "source": [ "from jetset.obs_constrain import ObsConstrain\n", "from jetset.minimizer import fit_SED\n", "sed_obspar=ObsConstrain(beaming=25,\n", " B_range=[0.001,0.1],\n", " distr_e='bkn',\n", " t_var_sec=3*86400,\n", " nu_cut_IR=1E11,\n", " SEDShape=my_shape)\n", "\n", "\n", "prefit_jet=sed_obspar.constrain_SSC_model(electron_distribution_log_values=False,silent=True)\n", "prefit_jet.save_model('prefit_jet_bkn_gal_templ.pkl')" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "prefit_jet.eval()\n", "pl=prefit_jet.plot_model(sed_data=sed_data)\n", "pl.add_residual_plot(prefit_jet,sed_data)\n", "pl.rescale(y_min=-15,x_min=7,x_max=29)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " model name name par type units val phys. bound. min phys. bound. max log frozen\n", "------------ ----------- ------------------- ---------------- ------------ ---------------- ---------------- ----- ------\n", "jet_leptonic gmin low-energy-cut-off lorentz-factor** 1.927085e+02 1.000000e+00 1.000000e+09 False False\n", "jet_leptonic gmax high-energy-cut-off lorentz-factor** 2.993548e+06 1.000000e+00 1.000000e+15 False False\n", "jet_leptonic N emitters_density 1 / cm3 1.999504e+01 0.000000e+00 -- False False\n", "jet_leptonic gamma_break turn-over-energy lorentz-factor** 2.012047e+05 1.000000e+00 1.000000e+09 False False\n", "jet_leptonic p LE_spectral_slope 2.248787e+00 -1.000000e+01 1.000000e+01 False False\n", "jet_leptonic p_1 HE_spectral_slope 3.500000e+00 -1.000000e+01 1.000000e+01 False False\n", "jet_leptonic R region_size cm 1.094810e+16 1.000000e+03 1.000000e+30 False False\n", "jet_leptonic R_H region_position cm 1.000000e+17 0.000000e+00 -- False True\n", "jet_leptonic B magnetic_field G 3.008910e-02 0.000000e+00 -- False False\n", "jet_leptonic beam_obj beaming Lorentz-factor* 2.500000e+01 1.000000e-04 -- False False\n", "jet_leptonic z_cosm redshift 3.360000e-02 1.000000e-10 -- False False\n", "filtering data in fit range = [1.000000e+11,1.000000e+29]\n", "data length 31\n", "===================================================================================================================\n", "\n", "*** start fit process ***\n", "----- \n", "fit run: 0\n", "| minim function calls=210, chisq=1.04180e+01 UL part=-0.000000\n", "- best chisq=1.04174e+01\n", "fit run: 1\n", "- old chisq=1.04174e+01\n", "- minim function calls=140, chisq=1.04045e+01 UL part=-0.000000\n", "- best chisq=1.04045e+01\n", "fit run: 2\n", "- old chisq=1.04045e+01\n", "| minim function calls=20, chisq=1.04049e+01 UL part=-0.000000\n", "- best chisq=1.04045e+01\n", "\n", "**************************************************************************************************\n", "Fit report\n", "\n", "Model: SSC-best-fit-lsb\n", " model name name par type units val phys. bound. min phys. bound. max log frozen\n", "------------ ------------ ------------------- ---------------- ------------- ---------------- ---------------- ----- ------\n", "jet_leptonic gmin low-energy-cut-off lorentz-factor** 1.558063e+02 1.000000e+00 1.000000e+09 False False\n", "jet_leptonic gmax high-energy-cut-off lorentz-factor** 1.709866e+06 1.000000e+00 1.000000e+15 False False\n", "jet_leptonic N emitters_density 1 / cm3 1.705225e+01 0.000000e+00 -- False False\n", "jet_leptonic gamma_break turn-over-energy lorentz-factor** 5.498895e+04 1.000000e+00 1.000000e+09 False False\n", "jet_leptonic p LE_spectral_slope 2.247889e+00 -1.000000e+01 1.000000e+01 False False\n", "jet_leptonic p_1 HE_spectral_slope 2.953251e+00 -1.000000e+01 1.000000e+01 False False\n", "jet_leptonic R region_size cm 1.336969e+16 1.000000e+03 1.000000e+30 False False\n", "jet_leptonic R_H region_position cm 1.000000e+17 0.000000e+00 -- False True\n", "jet_leptonic B magnetic_field G 1.437655e-02 0.000000e+00 -- False False\n", "jet_leptonic beam_obj beaming Lorentz-factor* 4.052494e+01 1.000000e-04 -- False False\n", "jet_leptonic z_cosm redshift 3.360000e-02 1.000000e-10 -- False True\n", " host_galaxy nuFnu_p_host nuFnu-scale erg / (cm2 s) -1.004852e+01 -2.000000e+01 2.000000e+01 False False\n", " host_galaxy nu_scale nu-scale Hz 1.730764e-02 -2.000000e+00 2.000000e+00 False True\n", "\n", "converged=True\n", "calls=21\n", "The relative error between two consecutive iterates is at most 0.000000\n", "dof=21\n", "chisq=10.404460, chisq/red=0.495450 null hypothesis sig=0.973168\n", "\n", "best fit pars\n", " model name name val bestfit val err + err - start val fit range min fit range max frozen\n", "------------ ------------ ------------- ------------- ------------ ----- ------------- ------------- ------------- ------\n", "jet_leptonic gmin 1.558063e+02 1.558063e+02 2.497383e+02 -- 1.927085e+02 1.000000e+00 1.000000e+09 False\n", "jet_leptonic gmax 1.709866e+06 1.709866e+06 9.286714e+05 -- 2.993548e+06 1.000000e+04 1.000000e+08 False\n", "jet_leptonic N 1.705225e+01 1.705225e+01 1.813655e+01 -- 1.999504e+01 0.000000e+00 -- False\n", "jet_leptonic gamma_break 5.498895e+04 5.498895e+04 3.418976e+04 -- 2.012047e+05 1.000000e+00 1.000000e+09 False\n", "jet_leptonic p 2.247889e+00 2.247889e+00 1.004897e-01 -- 2.248787e+00 -1.000000e+01 1.000000e+01 False\n", "jet_leptonic p_1 2.953251e+00 2.953251e+00 5.865813e-02 -- 3.500000e+00 -1.000000e+01 1.000000e+01 False\n", "jet_leptonic R 1.336969e+16 1.336969e+16 1.892409e+16 -- 1.094810e+16 3.162278e+15 3.162278e+17 False\n", "jet_leptonic R_H 1.000000e+17 -- -- -- 1.000000e+17 0.000000e+00 -- True\n", "jet_leptonic B 1.437655e-02 1.437655e-02 9.538782e-03 -- 3.008910e-02 0.000000e+00 -- False\n", "jet_leptonic beam_obj 4.052494e+01 4.052494e+01 2.037311e+01 -- 2.500000e+01 5.000000e+00 5.000000e+01 False\n", "jet_leptonic z_cosm 3.360000e-02 -- -- -- 3.360000e-02 1.000000e-10 -- True\n", " host_galaxy nuFnu_p_host -1.004852e+01 -1.004852e+01 3.518014e-02 -- -1.005696e+01 -1.225412e+01 -8.254123e+00 False\n", " host_galaxy nu_scale 1.730764e-02 -- -- -- 1.730764e-02 -5.000000e-01 5.000000e-01 True\n", "**************************************************************************************************\n", "\n", "===================================================================================================================\n", "\n" ] } ], "source": [ "jet_minuit_bkn=Jet.load_model('prefit_jet_bkn_gal_templ.pkl')\n", "jet_minuit_bkn.set_gamma_grid_size(200)\n", "\n", "fit_model_lsb_bkn=FitModel( jet=jet_minuit_bkn, name='SSC-best-fit-bkn-lsb',template=my_shape.host_gal) \n", "\n", "\n", "fit_model_lsb_bkn.freeze(jet_lsb,'z_cosm')\n", "fit_model_lsb_bkn.freeze(jet_lsb,'R_H')\n", "fit_model_lsb_bkn.jet_leptonic.parameters.beam_obj.fit_range=[5,50]\n", "fit_model_lsb_bkn.jet_leptonic.parameters.R.fit_range=[10**15.5,10**17.5]\n", "fit_model_lsb_bkn.jet_leptonic.parameters.gmax.fit_range=[1E4,1E8]\n", "fit_model_lsb_bkn.host_galaxy.parameters.nuFnu_p_host.frozen=False\n", "fit_model_lsb_bkn.host_galaxy.parameters.nu_scale.frozen=True\n", "\n", "model_minimizer_lsb_bkn=ModelMinimizer('lsb')\n", "best_fit_lsb_bkn=model_minimizer_lsb_bkn.fit(fit_model_lsb_bkn,sed_data,1E11,1E29,fitname='SSC-best-fit-lsb',repeat=3)\n", "\n", "\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "fit_model_lsb_bkn.set_nu_grid(1E6,1E30,200)\n", "fit_model_lsb_bkn.eval()\n", "p2=fit_model_lsb_bkn.plot_model(sed_data=sed_data)\n", "p2.rescale(y_min=-13,x_min=9,x_max=28.5)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "from jetset.plot_sedfit import PlotSED\n", "fit_model_lsb_bkn.set_nu_grid(1E6,1E30,200)\n", "fit_model_lsb_bkn.eval()\n", "p2=PlotSED()\n", "p2.add_data_plot(sed_data,fit_range=[ 11,29])\n", "p2.add_model_plot(fit_model_lsb,color='red')\n", "p2.add_residual_plot(fit_model_lsb,sed_data,fit_range=[ 11,29],color='red')\n", "p2.add_model_plot(fit_model_lsb_bkn,color='green')\n", "p2.add_residual_plot(fit_model_lsb_bkn,sed_data,fit_range=[ 11,29],color='green')\n", "p2.rescale(y_min=-13,x_min=9,x_max=28.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# MCMC" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "from jetset.mcmc import McmcSampler" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We used a flat prior centered on the best fit value. Setting `bound=5.0` and `bound_rel=True` means that:\n", " \n", "1) the prior interval will be defined as [best_fit_val - delta_m , best_fit_val + delta_p] \n", "\n", "2) with delta_p=delta_m=best_fit_val*bound\n", "\n", "If we set `bound_rel=False` then delta_p = delta_m = best_fit_err*bound\n", "\n", "It is possible to define asymmetric boundaries e.g. `bound=[2.0,5.0]` meaning that \n", "\n", "1) for `bound_rel=True` \n", "\n", " delta_p = best_fit_val*bound[1]\n", "\n", " delta_m =b est_fit_val*bound[0]\n", "\n", "2) for `bound_rel=False` \n", "\n", " delta_p = best_fit_err*bound[1]\n", "\n", " delta_m = best_fit_err*bound[0]\n", "\n", "In the next release a more flexible prior interface will be added, including different type of priors\n", "\n", "Given the large parameter space, we select a sub sample of parameters using the `use_labels_dict`. If we do not pass the 'use_labels_dict' the full set of free parameters will be used\n" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mcmc run starting\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 50/50 [04:53<00:00, 5.87s/it]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "mcmc run done, with 1 threads took 299.46 seconds\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "mcmc=McmcSampler(model_minimizer_lsb)\n", "labels=['N','B','beam_obj','s','gamma0_log_parab']\n", "model_name='jet_leptonic'\n", "use_labels_dict={model_name:labels}\n", "mcmc.run_sampler(nwalkers=128,burnin=10,steps=50,bound=5.0,bound_rel=True,threads=None,walker_start_bound=0.005,use_labels_dict=use_labels_dict)\n" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.55953125\n" ] } ], "source": [ "print(mcmc.acceptance_fraction)\n" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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O/O5USj0F7MuWoYVCCCGEEEIIMa6mxBysgR4plFIm4CoSFQW33idLKeUa/JtEQrZsIuMUQgghhBBCzGxTIsECTlFKrQFWAa3AQwBKqVlKqb8P7FMM/Ecp9RHwLvA3rfULaYlWCCGEEEIIMSNNmiGC26O1/i3w2xG2twJHDvy9Hth9gkMTQgghhBBCiKSp0oMlhBBCCCGEEJOeJFhCCCGEEEIIkSKSYAkhhBBCCCFEikiCJYQQQgghhBApIgmWEEIIIYQQQqSIJFhCCCGEEEIIkSKSYAkhhBBCCCFEikiCJYQQQgghhBApIgmWEEIIIYQQQqSIJFhCCCGEEEIIkSKSYAkhhBBCCCFEikiCJYQQQgghhBApIgmWEEIIIYQQQqSIJFhCCCGEEEIIkSKSYAkhhBBCCCFEikiCJYQQQgghhBApIgmWEEIIIYQQQqSIJFhCCCGEEEIIkSKSYAkhhBBCCCFEikiCJYQQQgghhBApIgmWEEIIIYQQQqSIJFhCCCGEEEIIkSKSYAkhhBBCCCFEikiCJYQQQgghhBApIgmWEEIIIYQQQqSIJFhCCCGEEEIIkSKSYAkhhBBCCCFEikiCJYQQQgghhBApIgmWEEIIIYQQQqSIJFhCCCGEEEIIkSKSYAkhpr2T73mLk+95K91hCCGEEGIGkARLCCGEEEIIIVJEEiwhhBBCCCGESBFJsIQQ01osbrBhs5+VbR6ueWYZsbiR7pCEEEIIMY1NqgRLKfU1pdRypZShlNpnq+uuUEqtVUqtVkp9eRu3z1NKvayUahj4nTsxkQshJqOT73mLA254jU5vGE8oxtK3NnLgDa+lOywhhBBCTGOTKsEClgEnAq8P3aiUWgB8A1gIHAEsUUqZR7j9T4BXtdb1wKsDl4UQM1goGh92ObjVZSGEEEKIVJpUCZbWeqXWevUIVx0HPKa1DmutNwBrgX23sd/DA38/DBw/LoEKIaaEx878LEcvKkpeNis4Ya+yNEYkhBBCiOnOku4ARqkMeHvI5eaBbVsr1lq3AWit25RSRSPsI4SYAdrb2vD885+c/dLLhDfnsim7mMpiJ6eUFtPf34/b7UYple4whRBCCDHNTHiCpZR6BSgZ4aortdbPbOtmI2zTuxjHmcCZACUlJTQ2Nu7K4aaM7u7udIcwYWZSW2FmtXdHbY2FQhQfcwzuYJDNn/sc0epKik0mLv/wSXIf+CmtRx1F+2WXYc/OnqCId95M+r/CzGqvtHX6mkntlbYK8WkTnmBprQ/biZs1AxVDLpcDrSPs16GUKh3ovSoFOrcTx73AvQCLFy/W1dXVOxHW1CRtnb5mUntHauvgYsJ35WxCWSy0/+tf5OXn0/7YCgCil53Iqvfeo/Lqqwk9+yzFV189kSHvtJn0f4WZ1V5p6/Q1k9orbRViuKkyRPBZ4BGl1G3ALKAeeHcb+50G3DDwe1s9YkKIaUw/8gi+Y49ldm0tAE+cfUDyuqKiIrq6u3Hfcgvhyy7DbrenK0whhBBCTEOTqsiFUuoEpVQzsD/wN6XUiwBa6+XAE8AK4AXgPK11fOA29w8p6X4DcLhSqgE4fOCyEGIGMYeDZP/znzhOP33E661WK+6TTsLa3c1PrvlDstdLCCGEECIVJlUPltb6KeCpbVz3S+CXI2w/Y8jf3cCh4xagEGLSW/zRfwjMmYNzzpxt7pPldtN+/PF88Y2/8sfZCycwOiGEEEJMd5OqB0sIIXbVQf99mcDxx2M2j7RUXoJSCvMPfsDnPvgn5qB/AqMTQgghxHQnCZYQYtqw+/rZs+F/ZH772zvcN3u33VhTMYd93nt1AiITQgghxEwhCZYQYtrY+/1/8HHt7jgrKna4r9li5brDz+Zf1mKu/MtHxOLGBEQohBBCiOluUs3BEkKInRWORFkVsfHE4edz6F9XcM3RC7CYRz6HdPI9b7Fhs5/OrGLIKuGjd5t4ZWUX71y5M6tICCGEEEJsIQmWEGLKO/met2hp6aKtZh/iZgtL39rIi8vat5swhaJxtqxhrghE4xMSqxBCCCGmNxkiKISYFix9fcTNW84ZBbeTMD1+1v4cv2dZ8rI5HuOIWte4xieEEEKImUESLCHElPf4WfuzHz0onZhHZVZwwl5l273NNUcvoNhlx2U389XODzl32TPE49KLJYQQQohdIwmWEGJauKTtTfb0tuDOsPDt/au4+qgF293fYjZRXZDFglnZnHl4LaV/+APdHR0TFK0QQgghpitJsIQQ04LN7+PAQCvzS9387NhF2yxwMZKcr3yFSFERgYcfJh6Pc/I9b3HyPW+NY7RCCCGEmK4kwRJCTAsmn4+gI2unbpuTk0Pnd79L4UMP0dvTk+LIhBBCCDGTSIIlhJgWzLuQYJnNZrK+9jVUPI7n//4vxZEJIYQQYiaRMu1CiGnB5PMRcjjHdJvHz9o/+Xd+QQHNp55KwQMPEP/ebzCb5e1RCCGEEGMnPVhCiGnB5PcTHGOCNZTNZkOdcgq25mZqGlekMDIhhBBCzCSSYAkhpjyt9cAcrJ1PsACKysro+dznWLD6gxRFJoQQQoiZRsbACCGmPCMex+z3c9+5n8ficOz0cbKysuibPZui15enMLrpZ7DC4tAhlkIIIYRIkB4sIcSUZ/j9aKsVk92+y8eyLlzEc2V7sLLNwzXPLCMWN1IQ4cwg5e2FEEIISbCEENOA0ddHPCsLpdQuHefke97i6ysdvFizD55QjKVvbeTAG15LUZTTQyxusGGz/1MJ6La2CyGEEDONDBEUQkx5sZ4eLE7nLidYAD0WB4ahk5eD0fguH3Oyi8fjxGIxotEo0WiUcDhMJBIhGo0SiUSIx+PE43F++konrd4ovaHE47P0rY0890ETs9wWWr0xeoJGcvvzH7fy8gX7YrPZsNlsWCzycSOEEGJmkE88IcSUZ/T1YWTt3BpYQz1+1v5c9ZePeOStRgyzBbOCE/YqS0GEk4PWmkgkQigUIhgM4vf78fv9RCIRtE4kTYNJqtls5up/bAYUN365FKvVislkIrJVvhmOa5QyEY7pYdv94Shr165NXjabzWRlZeF2u8nMzMThcPDtB98DZC6XEEKI6UUSLCHElGf09RF37loFwUHXHLOQ3j89wf9qdudLn1vA1UctSMlx08EwjGQi1dfXh8/nIx5PZEhKKaxWKxaLBec2ev9MpsQo8sHep1uOLOf3b3Xx7Kr+xPXAYXVuzv1s4ae2H16fjcvlGhZLKBTC4/EAiWQvEPBjsVjx+XxkZmYm708IIYSYynYqwVJKZQEhrfX0HzsjhJj0jL4+VAp6sABsVgvHNv+PBeYA5x379ZQcc6JorQmHw/h8Pnp6evB4PGitk8mUw+HYYRKjgkGsbW3ozi702gheZeGBu1dxSe972Pw+rgsECbk+Q4szn92NPi798A1MT9m5xpFJr31PWpwF7J2rOC/YDCuLiVRWorOyMJlM2O127AOFSGJxgxbPZkKxMJc88i5n7J1DSXER4XA4GbMQQggxFY0qwVJKmYBvAN8CPgOEAbtSqgv4O3Cv1rph3KIUQojt0P39KevBAmjPL6W4qyVlxxtPWutkD1V3dzeRSCSZUG2rZwqtMXd2Ym9owL5mDfaGBqybNhFsaMQV8NCVW8SvDz6NZbX7oU1mNup8Ntg0v6vrw3A4uNZiAWWAyia4+MuoUAhTKMQX/9dA9qb3ONQdxvyvHqzt7VibmjBcLiJVVYTnziW0aBHX9xXxjqOEnmBiWOEL64P8ty3CvUdrvF4vkUiEWbNmkZOTg9lsnuBHVAghhNg1o+3B+gfwCnAFsExrbQAopfKAQ4AblFJPaa3/OD5hCiHEtqWyBwugs7Cc/T/4x6TtSRlMqnp7e9m8eTOxWAyTyURGRgYZGRmf2l+FQmR8+CGODz8k4+OPcXz8McRiRObMITxnDsE996T/hBO4bq2F7uwCtMnEuu4wOppIgLQysaJ4Nv1fq91uXAeckvjdPnSjYWDp7MTW2Ih95Uqy/v1vrnz3Iy46/Dw2Vy5O7haKGTidTmKxGFe83IFhtPHLQwspLS2loKBAimQIIYSYMkb7iXWY1jq69UatdQ/wJPCkUsqa0siEEGKUdH8/OoU9WB1FZZR2txGLxbBaJ89bWygUore3l87OTiKRCCaTCYfDQWZm5vAdYzEcH31E5htvkPnuu2SsWJFIpPbYA+8xx9D5058SKyuDIclj3NB8tL6RUG+UQ2vdVOXY+OuqxHypwblWO8VkIlZSQqykhMBnP5vcXPKPTagNIbQyYTZinLDyTfLueYXA5z6HyeTCZDJjs9loamqitbWViooK8vPzZZ6WEEKISW9UCdZIydXO7COEEOPC60VnZ6fscJ1FFZR2txEJh9OeYGmt6e/vp6Ojg/7+fpRSOByOT/VUmTwenP/8J1n//CdZb7xBdNYs/AcdRPdZZxHcay/0dnr4Ln2+mZb+KN3BxLTaZ1f1k5dhIt9hJhQzOKzOzVn7FqS0XWd9voL/dDQmjl+bx/d23x3rc39l3ve+T+UhZ/NB1ULuedfK2Z8tQhtxGhsb6ejooKqqaljxDCGEEGKyGfOYC6XU5VrrG8cjGCGE2Bkmnw9dWZmy4wWy3MRNJoz2dqirS9lxxyISidDT00NzczObN2/GZrPhcrmGDVk09ffjfOUVXC+9hOP99wnsuy/+Qw6h6/LLiRUXj+n+QrHhCwOH45onv1WDYRgYhkE8FiWmNYbx6QWElVLJH5PJlPzZHrNJUZadSF7P3b+IKEWc2lVMS/236A5rUCbaVvbR/M5ybjjnANxuN+FwmJUrV1JSUkJZWZnMzxJCCDEp7TDBUko9MfQisAcgCZYQYtIw+XwYKezBMpkUbXml5K9ZM+EJVjAYpKOjg82bNwOJ9aPc7iHD86JRsv79b7KfeorMt94isP/+eI45htZbb92pYZLxeJxfHFLA3f/t5vm1QSAxJPBzlRn4fL5kKffBn5GSp8GFiA3DIBqNEgqFMAwDpVRyfS2z2YzVasVqtSaTxJu/Uv7p9hsqOXTRMJmJRGPUHHkkXZdcwqXshkZxzUEKr9dLbW3tiHPOhBBCiHQaTQ+WR2t9xuAFpdRd4xiPEEKMmdnng5yclB3vsTP3p+/JKqJr1sCRR6bsuNvj9/tpa2ujt7c3uSivyWSir68PAOvGjeQ8/jjuZ54hUlWF57jjaP/lLzHco58bFYvFiEajRKNbRnTbbDaysrL4yZfzea99BaGowXG7l3LVUfOx26w7XeRjMNmKRqNEIhGCwSBerxefz5dMumw2GzabLZmw3fyVcm77VzMvrg8BiUSv9nN70nbIjRT98pf8KmrjvhPOxe3+AsFgkGXLljF79mzy8vJ2KkYhhBBiPIwmwfrlVpevHI9AhBBiZ5n8fnQKEyyTyUS4ogLVMP6rT/h8PlpaWvB4PFgsluHDAONxcv/1L8qeeQb7qlV4TjiBTX/6E9Hq6lEdezC5MQwDrTV2u52cnBycTicOhwO73T6sOt/swiYArj9x911u19brXg0yDINwOEwgEKC3t5f+/n4Mw8BsNuNwODhttyzea4sOm/sVNBWy/s//x9W/fx1rax8P3Psqp3/381itVtauXUt1dTVFRUW7HLMQQgiRCjtMsLTWGwCUUgVa680DlQOFEGLSMPt8KU2wAKipwfLOO+NWqj0QCNDS0kJfXx9Wq3VYYqUCAbKfeorchx8m4nLRf/rp+L70JfRWycrWDMMgEokQiUQAyMjIoLCwELfbTWZm5g4Ldjx+1v6padx2DFY+dDgc5OfnYxgGgUCA7u5uNm/eTCQcotRlRikr5362EBhShCO7ErLhPSOO/7pHueiHX0bl59PY2IhhGJSUlIx7/EIIIcSOjKXIxYPAseMViBBC7CyT348pxQmWqqvD9pe/EI1GsdlsKTtuKBSitbWV7u7uT/VYmfr6yF26lJxHHyW4zz6033ADbTU15OTmbvN4hmEQCoWIxWIopcjJyaG8vByXy5XSuMeLyWTC6XTidDopLy9n9erV3HKkCY/HQzAYTM6xGlqEwzCZWVVcQ/VJJ9F2001c3ltB/PWPuO+UOLNmzZqUa5cJIYSYOcaSYMknlhBi0jEMA7PPh5HiBMtUX4+9uTllCVY0GqWjo4O2tjbMZvOwxMrc00PuQw+R88QTeA87jE2PPrplGODAHKyhtNaEw+HkWlh5eXnk5eXhdDqndGU9s9lMZmYm1dXV+Hw+2tra6Ovr4+dfyOfBD308u6ofSMzNWrTvXNr2vZnSiy/mgGPO483Fn6O5uRmz2Sw9WUIIIdJqLAmWHrcohBBiJxmGMS49WNbqaqweD4H+frK2s4bUjhiGQXd3N5s2bUJrjdPpTBZ1MHk85D3wADmPPYbnyCNp/MtfEgsAb8NghT6tNTk5Ock1oaZyUrUtTqeT+vp6AoEATU1NnDIvzBsbTYRiOjk3K2AqpPHe++i7/5/0bmznj7mVfFNvxOFwkJ3CqpJCCCHEWEgPlhBiSjOCQUyGgcnhSOlxrRkZhIqLia1ZA7Nm7dQxfD4fGzduJBAIkJmZmSwooYJBcv/wB3IfegjfoYfS+PTTxEpLRzyG1ppgMEg0GsVut1NRUUFubu6UGP6XCpmZmcyZM4eenh5K3vgfoDlnvwKUUgNzsxx073Y4KEXLyj7e2GjhPutaFi5cyGkPfwBMzNwyIYQQYtBYEqwrxi0KIYTYSfG+PkxOJ6YU9+JYrVYC5eWJBOsLXxjTbaPRKM3NzXR1dZGRkbFlHSvDwP3MMxTcfjuhPfZIVAScPXvEYwwWfwiFQhQUFFBUVPSphYZnCqUU+fn5ZGVlEQ6H8Xg8OAfW/ArFjOS6WVqZyOztxmwupaGhYdwKlAghhBDbY9rxLgla62VKqa8ppVwASqmrlFJ/UUrtlapgBo6/XCllKKX22eq6K5RSa5VSq5VSX97G7a9TSrUopT4c+JmYBWyEEGmj+/uJD6wZlUoWi4VIeTmsWzf6WLSmu7ubTz75hJ6eHtxud7JMuePdd6n66lfJeewxWm+/ndbf/nbE5CoWi+H1egkEAhQXF1NeXk5dXR1ut3vGJwtPnH0AT1/4heQcrV8eWsShtVvWATOh+eLad8lZu5ZAMMS6Dg8r2zxc88wyYnFjO0cWQgghUmcsPVgAV2ut/6yUOgj4MnALcBewX4riWQacCNwzdKNSagHwDWAhMAt4RSk1R2sdH+EYv9Fa35KieIQQk5zR14fKykp58mE2m4lWVGBZvz45xG97QqEQGzdupH9gztbgcEBLRweFN9yA46OP6Lr4YrxHHpnscRkqFosRDAYxm81UVFSQn5+PxWKhsbExpe2a6pRSFBUVkZGRwdq1azl1t0ze2OgbWDcrm+/PqifzB+fyo3PvpTueKEu/9K2NvLisnXeuPCzN0QshhJgJxppgDSY0RwF3aa2fUUpdl6pgtNYrgZG+KB0HPKa1DgMblFJrgX2Bt1J130KIqSne2wsDw8VSrraWjLffprGxkfnz54+YxGmtOen3/yYUCvHLQwu3FFeIRsn9wx/Iu/de+k45hfZf/Qo9wjyxWCxGIBDAarVSWVlJfn7+tCxakWput5uFCxeyZs0a7j+2OJkAh/gSb/3tXYpaG2krrk/uH4yOdD5OCCGESL2xJlgtSql7gMOAG5VSdsYwzHAXlAFvD7ncPLBtJOcrpU4F3gMu1lr3jrSTUupM4EyAkpKSGXOWuLu7O90hTJiZ1FaYWe0d2lbd2Ei23T4ur2F/QQF5TU10dnYSj8dxuVzDro9Go/T09OD3+zGZTMlFfp3LllHz618TKSxk2b33Eq6shHA48TPAMAzC4TBms5mcnByysrIIBAIEAoFttnUmGGt7HQ4H7e3t+Hy+ZOGPmuvOZd5dL/GxEUebzJiAQ+vck+59fib9b2dSW2Hyt1drnZyjuKu9/5O9rak0k9oqds1YE6yvA0cAt2it+5RSpcClYzmAUuoVYKRFSq7UWj+zrZuNsG2ksvF3Ab8YuO4XwK3A90Y6oNb6XuBegMWLF+vqwTVnZgBp6/Q1k9o72NZuQGVnj0vb2wFbfz9lwSCeSIRZs2Zhs9nQWrN582Y2btyI2WJlc0gRisV55BM/V73+MLkvPE/nFVfg/cpXcCjF0H4rwzDw+/1YLBZqamooLCzcYY/VTPq/wtjbW1FRwapVq9Ba4xjoJfzuBUehr/sj/5p/AHvOzee64xaRvVWCPBnMpP/tTGorpK+9Wuvkkg7BYJBwOJz8iUQiGIYxbF+TyYTFYsFms2G325M/DoeDzMzMUSVgM+l/O5PaKnbemBIsrXUA+MuQy21A2xiPsTOD4JuBiiGXy4HWEY7dMfi3Uuo+4LmduC8hxBRi9PeP2xBBe3Y27d/8JsV33IH3l7+kqamJyspKNm3aRHd3N794w0OrJ0Z3MDH87K9rvHjjc7jir+d+auFjrTWBQIB4PE5paSklJSXJeVpi19jtdubOncuqVasIh8PY7XaU20VuUTZ//uOl9D33JM2bNuGaPz/lxVCEGA8n35OYATGaJQYGFx73+Xz09fXh8XgwDAOtE+ehLRYLZrMZs9mMw+H4VK/V4L6xWIxwOEw8Hk8mYWazmdzcXHJzcznzsRUopZIxDcZ445dHXmJCiJlsqny6Pws8opS6jUSRi3rg3a13UkqVDiR9ACeQKJohhJjO+vsxxinBslqtdH7rWxR/9avkNTRwblMuSq3n51/IG6jq5yUyZG6PYbLwzuw9P5VchcNhQqEQeXl5lJeXk5GRMS7xzmQZGRnU19ezYsWK5BfKEy8/hbwN/8Lx6KNsOPlkuru7KSwsTHeoQuyywZ7wvr4+Nm/eTCwWA8Bms+FwOMZ0ImFw35F60uPxePI+fD4fFouF3t7eLUtPCCFGNKlO5SmlTlBKNQP7A39TSr0IoLVeDjwBrABeAM4brCColLp/SEn3m5RSnyilPgYOAS6a8EYIISaU7u/HGKehX1arlbjdzuYLL6To5psxmxJnfp1OJ0op7qjs57iV/8JkJJIsE3BY3ZYvHvF4nP7+fkwmE/Pnz6eurk6Sq3GUlZVFVVUVPp8vcfZeKTqvuorcBx8ku7eX1tbWYcOjhJhKDMPA4/GwYcMGPvjgA1atWkVXVxd2ux23243b7SYjIyOlvbRms5nMzEzcbjdms5l4PE5DQwMff/wx0WiEkWdrCCEmVQ+W1vop4KltXPdL4JcjbD9jyN/fGb/ohBCTkcnvxygqGpdjW61WTCYTfccei/vhpcQbm9mYXczv3+zgio+fpnDpw5z5kyt4PmAbKBPu5qx9C5LDAQ3DoKqqisLCQhmaNkEKCwvxer309vbicrmIVlTQe/rplN14IytvvJG+vj7y8vLSHaYQo6K1JhgM0tPTQ1dXF7FYDIvFQmZm5nbfU8y9vdjWrMG+bh2Wjg4snZ1YOjsx9fdjikRQ4TDEYhguF/HcXOK5ucQKC4mWlREtLydaUUGkpgaGDGNWCsxmE9nZ2cRiMUKhMOFwBK/Xi2EY8h4nxBCTKsESQoixMnm96MHS6Kk+tslEUVERZz+xkvhXrmCNLRcjqnluZR/xJgc/fvJJYqWllD3fDMC5ny0kGo3iCwTIz8+noqIiWdlOTAylFFVVVfj9/uR8rN7vfQ/3ccdR+M47NNvt5ObmzvhFm8XkNjgnasWKFQQCAUwmU7LoxKcYBvZVq8h8+20y33mHjOXLUeEw4fp6IrW1RGfNIrj33sSKiohnZ6PtdgybDaxWTF4v5p4ezL29WDo7sTU2kvWf/2DbuBFzXx/+Aw/Ed8gh+A86aNhdKpOZDr9BKGZw+79bOT9uMLumessyFULMcJJgCSGmNJPPh95qzlMqFRYWovVKmlyFGNHEcBjDZOZf8w/kwtLE5O6bv1KO1hqv14vFYqG+vp6cnBz5Ep8mFouF2tpali9fnuiFtNnY/OMfU3zvvXR+5jP09fWRm5ub7jCF+JRgMEhXVxc+nw9IDAscab6TuaeHrH//m6x//YusN94glp9P4LOfpf+EE+i47jpiJSUjLmg+FpaODrL+9S9cL7xA/s9/QfmXL2TZrDmc/kcfEYuN7mBiuO2rm2J80NXK3V8Jk5eXR0VFBXa7fZfuW4ipThIsIcSUZvb7xzXBysjI4M4T67j5tY08v9YPqOS6SoMikQjBYJDi4mLKysqkOuAkkJWVRWlpKR0dHbhcLnyHHkrBbbeR/8kntDqdkgCLScXn89He3k5vb2+y4p9SDOsBVz4f7hdewP2Xv2Bfs4bA/vvj//zn6br8cmLFxSmPKVZcTP/Xv86ZrgNoOzBEV8gAZcIciuEK90HmlvfAcEzjdrvxeDx88skn1NTUkJeXN6rX2FgqJgoxVezwW4BS6nAS61/9Xmv9oVLqzIE1pIQQIu1Mfj/mce6NKC4u5rTdNvNuS/hTc60GK2vNnTtXhsdMMqWlpcPmrfSccQYl/+//sWL33fF6vVIJTaTVYK93a2srHo8Hq9WKy+UaKKPeO7gTjvfeI/vJJ3G++iqB/faj54wzCBx0EHoChx8HDAUqMccqbrZgWCyY4zHiZgsmNIfVZaOUIisri1gsxtq1aykqKqKiokJOOIkZaTTP+nOB7wJXKaXygD3GNSIhhBglrfW492BBojckNyebUlc/JpM1OdfK6/fLl4hJzGKxUFFRQWNjI263G+8xx1Bwxx1kr19Pi9MpCZZIi8HEqrm5GZ/Ph91u/9TJmfy+Lr7435eo+c2raJuN/pNOouvSS4nn54/6fuLxONFolHg8TjweRymF1nq7vUqDvWeDSx1AYgj079/q4tlV/UCiWurnF5fw33W9OLvb2L/xI87zgWePM9AZGVzxcjtaw3Wfs+D1eqmrqxt57pgQ09hovhF0aa37gEuUUjcAnxnfkIQQYnTi8Thmn4/4BPQclZaWcu3BHtxuN36/H4A5c+bIXJ5JLj8/n46Oji0FL047jZKlS1l93XUEg0EcDke6QxQziM/no6Wlhf7+fjIyMj6VWNnWrCHv/vu545V/8J/dP0/bLbcQ2m23Hc6nMgyDcDhMNBpNJlI2m42srCwyMjKw2+1YrdaBoYcKk8mEUgrDMJIJWCQSIRQKJX8G3+dsNhtnfiaPNzb6hvXgb+yLQH4NJx5RRObdd5N31FF0/eQnoOcll7MIhUKsWLGC+vp66eEXM8poEqy/Df6htf6JUuqCcYxHCCFGzTAMzH4/agI+uF0uF5mZmfT19ZGTk0N1dbVM5J4CTCYTVVVVrFy5EpvNRt/Xv87se+8lo7WVnlmzKCsrS3eIYgYIBoO0tLTQ29uL1Wr9VLKR8cEH5N97LxmffELXd07lhN2/j1dbONTv5mwN5q3yK611MqHSWmM2m8nOziY7OxuHw4Hdbt/lXvVwOIzP56O3t5e+vj6Ks0woZebsffMxmbYEFCkupu03vyHz7bfJ++WvKN3zFN6u3Zvfv9XF2fsVYDabWbNmDdXV1bLQt5gxdvjq01o/A6CUKtBab9Za/278wxJCiB0zolGs4TCmcVpoeCilFBUVFQQCAYqLi6VAwhTicrnIz8+nv7+fLKeT/m98g7JHHmFjZSWzZs2S/6UYN9FolPb2ds56fCVKKW49qmLL801rMv/zH/LvuQdLWxu93/8+px9xCRuCJrqDcUDz7Kp+3tjo45Fv1KC1JhQKJXup3G43ZWVlyV6qVD+P7XY7drud/Px84vE4me++STQaTa7xd8OXSjGbzfT19QFwXm85bd/8DZsDcbRh4tmVfcnYTSYTGzZsIBqNUlpaKq85Me2N5fTGg8Cx4xWIEEKMldHfTzwzE9PAXIHx5na7Zd7OFFVaWkp3dzdaa3q/8x1qjjgCfeaZ+Hw+XBOQoIuZRWtNZ2cnTU1NyR4mpRInatCarH/+k4I77kDFYnSfeSber3wFLBYizzcT8oaHHSsUM/B4PCilyM3NpaCgAKfTmZwjNRESc7MsmM0Wdt99d7q7u2lpaSEej2MYRnK/QBz04ILDSpHd1QZGFWazGZfLRXNzM4ZhUFZWtsMkS6oLiqlsLMtuy+kGIcSkovv7MbKyMJnG8lYmZqLMzEzcbjfhcJh4fj6B/ffn3/f8jW8/+F66QxPTzGBlwMbGRhwOx0BlwMR1jv/+l8pvfpPC226j+7zzaHz2WbzHHAMDw/lu/ko5h9ZuOYljAg6tdTJ79mz22GMPamtryc7OntDkamsWi4Xi4mIWL15MeXk5kUgEn8/HTUeUfSr2/TevpfSSS1CRCCaTCZfLRUtLCy0tLYnFlOMGGzb7Wdnm4ZpnlhGLG9u+YyGmkLH0YOlxi0IIIXaC0ddHPCsLiyRYYhRKS0tZs2YNGRkZeI45hkNuv58X9z0iWcZdiF0RiURobm5m8+bNaK2HzbOa1dnM9565m5L+JrovvBDP0UfDCElSNBrlm/Nt/KfRRMSA4/aYxc+O2w2LOf3vcVv3JFksFkpLS/H7/ZjNZrq6ujh9d+ewYhjfPvlrqMv/S/n3v0/L738PA6MAWltbOf8va2n1xugc6LFb+tZGXlzWzjtXHpaO5gmRUtKDJYSYsnR/P3GnU8bzi1Fxu93Y7Xai0Sj+z3+e6rb1FPR14vF40h2amMK01nR1dfHJJ5/Q19eH2+3GarUCYPJ4KLzhBm6640KW1S2m8fnn8Rx33KeSq0gkgsfjwTAM6mpnU1+azcKyHH554u6TIrnaHovFQk1NDQsWLMBus1KcZWJ2np1zP1uIKdNB6+23E543D9uxX+fGR/6X7MmKRCIEwtFhxwpG42lqhRCpNZZX7RXjFoUQQuwEo7+feFaWJFhiVJRSzJo1i1AohLbZeGvxwRzy4b/YvHlzukMTU1QgEGDVqlVs2LCBjIwMsgbfj+Jxsh9/nJojj8Tk93P+5Q/w9CFf/9TiwOFwmP7+fkwmE3V1dSxatIiCggKm4jltp9PJ/PnzsdvtybLvAJjNdP70p7y675e54Xc/wtrcjMlk4tajKjiwfMvjYVZwwl5S1VNMD6MeE6G1XjaegQghxFgZvb2orKx0hyGmkJycHJRSxONx/rn3oZz5l9/T7TkruU6WEKMRj8fp6OigpaXlU2XXHe+8Q/n116Oys2m+917CCxbQ93zzsNuHw2FCoRBOp5O5c+fidrunxYkik8nEUxd8nv7+ftavX080GiUrK4u4ht/vdTwPVx3Awb/7O6eefySminLOP6CEd1s3EtMmTty7nKuPWpDuJgiREmMadK6U2ge4EqgauK0CtNZ68TjEJoQQ2xXv60M5nekOQ0whFouFkpIS2traWDF7N5xBL4G1a+mvrKSoqCjd4YkpwOfz8Y1738YwDG49qiJZZMfc2UnRr36F4+OPaTz3XIyTTgKliBualv4ooZjBHW+0852FDtwuJ/PmzRsogDH1E6utZWdns3DhQjZs2MBFf91Ih9+gOxinOzOfTXO/QPj2v3H2JcdCaSnl2TbicYNLDqma9MMhhRitsT6T/wQ8BJwEHAMcPfBbCCEmnO7vR0uCJcaooKAArTWGMvGvvb5I4Usv0d3dne6wxCQXj8dpampixYoVAFgs5kRyZRhkP/EE1ccfT7Sqig1//zs9hx0GSnHp881854lGuoNx/FHN39b4uODlPubPnz9teq22xWazUV9fj9VqHTa3SisT79UspuL00zF3dqKUwmQy0dDQQDgc3s4RhZg6xppgdWmtn9Vab9Babxz8GZfIhBBiR/r7MSTBEmNkt9vJzs5Ga4N/7X0ouS+8gN/rJRaL7fC2J9/zVnJ9HjFz+Hw+VqxYQUdHBy6XC5MpkRhZ16+n4tRTyf6//6P5oYfYfNFF6IyM5O20/nThhnBMT+vEaiiTycTTF36BI+bnb9kGLN6nDs8xx1B2wQVYYhFMJoVSivXr1w9bV0uIqWqsCda1Sqn7lVKnKKVOHPwZl8iEEGIHlNeLlkVixU4oKCjAMDQbZ80m7nbj/OAD/H5/usMSk4xhGLS0tLBixQq01gPJlQlLLMrXXv4Tld/8Jt4vfYlNjz5KeO7c5O201vj9fq45yD0suZiJhRyUUtx48mcozLKQaYGj57k4a98Cus87j1hRET/4yxIgsVadz+ejpaVF1scSU95YF/74LjAPsAKDz3YN/CWVQQkhxGiYfD50Tk66wxBTkCMzizZfjEg8xjXHXMRFr7xK3xFHDCtWIGa2QCDAhg0bCAQCycQKIOPjj7nttsvpyilk45NPEisbnjBFIhFCoRAFBQWUl5ez51423mh8jWA0zgl7lc3IQg5Wi5nZRW6i0SjfXpAB2gCTmfZf/5pFR57I4W8/D1/5AU6nk7MeX0lXaCVdvkQJd1kfS0xFY02wdtda7zYukQghxBiZ/H4M+UIsxujke95iw2Y/vSENwBOmMnSwnG/29FBZWTljhm+JLQaHfT5+1v5oreno6KCpqQmbzYbb7QZARSLk33knWU89zde+fj3rc8s4dJONs0s1ZpPCMAx8Ph92u52ioiJqa2uTz6XqgkS1058duyg9DZwEBhcq7ujoYOPGjbhcLnA6+dX3f8avf3cR/SftR2jxYkwmE/5wZNhtZX0sMdWMNcF6Wym1QGu9YlyiEUKIMTD5fJhzc9MdhpiCQkO/sClFY3Yxlo0bCc2bh8PhSF9gIq3C4TCNjY14PB6ysrIwDywIbF+9mpLLLuMjax4XnXkPrTErRDXPrurnjY0+HjiuhGg0SllZGcXFxTQ1Ne1Soj6YjExHxcXFaK3ZtGkTLpeLlqIKfv/1i7jsRz+i8cknufWoCm7/dyvPrw0A03tY5fvvv19ksVjuBxYx9mk7Ir0MYFksFjtj77337tz6yrEmWAcBpymlNgBhpEy7ECJNtNaYfT6QBEuM0eNn7c81zyxj6VuJGk0moC4L3G+/je/AAyXBmqFisRjLly9HKZXstcIwyH3oIfLuv5+uSy7hl4596e+JkJgdkRCMxrHb7cydO1eeO6NUUlKCYRg0Nzdz0xFlqK+cjFc3UnLllbT+/vdccGApbzevn/brY1kslvtLSkrmFxYW9ppMJr3jW4jJwjAM1dXVtaC9vf1+4Nitrx9rtnwEUA98CSnTLoRIo3g8jsnvh8EvQkKMwTVHL6DYZSfLqvhKfRbn1JvJefddenp60h2amGDxeJxwOEQwGMRms5GZmQmApaOD8u9/H+err7Lxz3/Gc9JJ3HxkBYfWbnnPMQFHLypmnvR8jllpaSn5+fnJ4jJdF12EpbOTnD/+EbNJUZ5to9Jt5qqvzJ3O62MtKiws9EhyNfWYTCZdWFjYT6L38dPXj+VgQ0uzS5l2IUS6GIbBunXrMPl8KJmDJXaCxWyiuiCLeSUuTl+cReTAA3C+9x7enh7icZnvMdWNtpx+IBDgk2XL2dgTZGN/jHvf6yNuaJyvvELVSScR3GcfmpYuJVZenrzN9/fKJjdDkWVVfGu/Cn71tb1k3t5OUEpRVVWFzWYjFAqBzUbbbbeRv2QJ9pUrBx5TTUtLS7pDHU8mSa6mroH/3Yi51JgSLKXUw0qpnCGXc5VSD+5aeEIIMXrxeJyuri68Xi+WQEASLLFLzGYzSilieXlEKypwLl8u5dpnAK01nZ2dfHXJf/je0y30hjT+qObZVX3c9KunKLzhBlp+9zu6zzsPLJbkbfx+P/FYlNmFLhaV5/KLExZP596VcWexWKirqyMajRKLxYhWVtJ55ZXMuugiMsJBTCYznZ2deL3edIc6aRx353/mHnfnf+bueE+RTmN9V1iste4bvKC17gX2TGlEQgixDfF4nHXr1hEMBnE5nZgDAUySYIldoJQiOzubcDiM/8ADyX7nHfr7+9MdlhhHsViMDRs20NjYiNlsJhwb2oGg6MjIYePTTxPac89ht/F4PLjdbhYtWoTFMtYp7GJbHA4Hs2fPxu/3o7XGe/TRBPfck9P+eh9KQUZGBhs2bJCe5XGilNr7+OOPrxm8HI1Gyc3N3f2QQw6pG2n/O+64I//UU0+t3NFx991337nV1dWL5s2bt2DevHkLWlpaLADBYFAdddRRsysrKxctXrx43urVq22Dtzn44IPrXS7XHtu676lkrAmWSSmVnFGulMpj7IUyhBBizAzDYP369fT39+NwOFCBAIbdjslqTXdoYorLz88nGo0mEqx336W3txetZdTOZDPaYX/bEwwGWblyJb29vbjdbm45spxDa10onVja04RmzkG7YTidydv4/X5CoRC1tbXU1tZis9m2dfhtevys/ad1ZcBdlZeXR0lJCT6fD4DOyy/nwI9ep6p1PXa7nXA4zObNm9Mc5fTkcDiM1atXO3w+nwJ46qmn3MXFxdGR9o1GR9y8TUuXLl2/atWqFatWrVpRVlYWA/jtb39bkJ2dHdu0adOy888/v+PHP/5xcvztJZdc0n7PPfds2IXmTBpjTbBuBd5USv1CKfVz4E3gptSHJYQQWxiGwYYNG+jr60tU99Ka/LvvJjBvXnLxTyF2VlZWYo2i0F57YV+3jlhnJ5FIZAe3ElNNd3c3y5cvxzAMnE4nSilMHg8/+9MvOHbNf8glyjHzczhr3wIg0WPe399PVlYWixYtIj8/X+ZajaOysjIyMjIIBoMYOTk8/qVvc8bTd4HWZGVl0dzcPOYv+NNNNG7Q3Buwre30OS5+4sOKaNxIyXEPPfTQ/j//+c85AI8++mjeSSedlKz28+Mf/3jWKaecUnXggQfWn3jiiTVDb/fYY49l77HHHvPa2tpG3dny3HPP5Xzve9/rBvjud7/b++abb7oMI9GO4447zut2u1PTqDQba5GLpcBJQAfQBZyotf7DeAQmhBCQSK4aGxvp6elJLEwJzHroIZz//Cdrb7xREiyxy+x2OzabjajJRHCffch+/32CwWC6wxI7KRY32LDZz8o2D9c8s4xwJMrGjRtZt24dDoeDjIwMAOzLllF10klQXETTgV+gosTFuZ8txGxShEIh/H4/lZWVzJkzB7vdPuw+pEcq9cxmM7W1tcRiMeLxOM8fcAw53l6cr76K2WxGa017e3u6w5xwg3OujrvzP3M/+6tXduv2R23+SNz85P9aij77q1d2S8WcrO985zs9jz/+eG4gEFArV67M3H///YdNRP34448zX3zxxbV//etfk71LS5cuzbn55ptLXn755YbS0tLYSMc944wzqufNm7fg0ksvLR1Mojo6Omw1NTURAKvVitPpjHd0dEy70XBj/maitV6htb5Ta/07WXBYCDGetNZs3LiRzZs343K5UEqR++CDFDz/PE0PPkgsJ0cSLJESW8/D8ng86Q5J7KQDbniNTm8YTyjG0rc2csCvX6WzsxO3252YO6U12Y89RvkPfsDmiy6i8+qriVkSw/601ni9XsxmMwsXLqSkpER6rSaQw+GgqqoKn89H3GTmgePPofDGG1GRCFlZWbS3tycqDs5Qoahh3t7lnbXffvsFm5ub7ffdd1/eYYcd9qlJqEcccUSf0+lMjpt+8803XbfeemvJyy+/3FBYWDji5LjHH398/Zo1a1a89dZbq958803nkiVL8oERh18rpabdmGz5ZiKEmJS01mzatInNmzfjdrsTxQgee4ycP/2JVXfeSbywEEASLJES2dnZxONxAgceiPudd+jv60t3SGInhaLDv+8FY0byPUT5/ZReeim5jzzCpkcewXvkkcn9tNZ4PB4KCwuZP39+cj0sMbEKCgooKCjgus/l8K0fHUe4vp7chx/GZDJhNptpbm5Od4gT6pnzD1o9+HPEopLuwe0mhT5iUUn34HW7ej9HHHFE37XXXltx6qmnfmoxwKysrGHD9iorK8N+v9+8bNmyDEgUgRksZvGjH/1oFkBNTU0UIDc31zj55JN73n333SyAkpKSyIYNG2yQmNPl8/nMRUVF066CiXwzEUJMOlon1j7p6OhI9ly5nnuO/CVLaH7oISLFxWitMZlMcnZZ7LShw7wGv0xHZs9GGQa6oWHGz/eYqo7fsyz5twk4vC6xMLBt7Vqqvv51tM3GxscfJ1qzZTrJz7+Qz7UH51BXV0dVVRVmc0o6BsROUEpRUVEBDCzLcfnl5D7wAObNm8nMzKSnp2fGlm2/4aTFTflZ1kiWzRw/Yc+yrhtOWtyUqmOfc845my+++OLWfffdd4fjo8vLyyNPPvnk2u9+97s17733XobFYmGwmMXtt9/eGo1GGZyXFQ6H1d///vfsRYsWBQGOOuqovgcffDAf4KGHHsrdf//9vdPxROmYxjwqpX48wuZ+4H2t9YcpiUgIMeO1t7fT2tqaTK4y//1vin79a5oefJBoZSX09RGNRqVUskgZm82G3W4nFo8T3HNPnMuXEzz8cKxSpXJKicfjnLook79+oIjE4bA6N2ftW4DzhRco/tnP6LrkEjwnnZTcf3BIYGZmJvPmzUvOzxLpZbVaKS8vZ9OmTZirqvAcdxz5S5bQec01/Pw//ag33uWvFx2a7jAnnNVsojw3MwJw69f3SFlyBVBbWxu9+uqrO0e7/+677x5eunTp+pNPPrn22WefXbtw4cLw4HXBYNB02GGH1UejUWUYhjr44IM9P/7xj7sAfvjDH24+6aSTaiorKxdlZ2fHH3/88XWDt9t7773nrl+/PiMYDJqLi4sXL1mypPGkk06akuO1x/rtZJ+Bn78OXD4K+C9wtlLqz1prqSgohNglnZ2dbNq0CbfbjclkIuN//6P0ssto+f3vicxNzOONx+OEQiHmzJmT5mjFdJKbm0tXVxeh3XYja8UK/H5/omqlmBIikQjr1q3D7/dTnm1HKTj3M3kU3P4b3M89R/P99xNeuDC5fzwex+fzUVhYSGVlpfRaTTKFhYV0dHQQiUToOftsqr/yFXpPPx2TyUQsFsfv9ycrgIqdFwgEPth629FHH+09+uijvQC33XZb69DrLrzwwm6gG+DAAw8Mrlu3bvnWt3e73cby5ctXjnR/mZmZ+vnnn18/0nXvv//+Lg91nCzG2ieXD+yltb5Ya30xiWSrEPgccHqKYxNCzDDd3d00NjbicrkwmUzYVq+m7IILaLvpJkJ77QUkxnpHIhHq6urIlkWGRQq53e5E8r54Ma7ly+mTeVhTht/vZ/ny5YlFyF0ulIKsgJeyc87B8cEHbPzzn4clV5FIBL/fT3V1NdXV1ZJcTUImk4nKykqCwSDx3Fx6TzuNgttvBxLDCGdiRUHYMicr3XGI7RtrglUJDF0cJApUaa2DQHjkm4yeUuprSqnlSilDKbXPkO35Sql/KKV8Sqk7t3P7PKXUy0qphoHfudvaVwgxufT19bFu3TqcTidmsxlrUxPlZ55J509/SuDgg4HEGWe/309hYSG5ufLyFqk1OA8rtGABGevWEejtZbC0sJi8uru7WbFiBWazOdmjUdHWyK2/OZ9oVRVNDz5IPD8/uX8gECAejzN//nyKiopkHucklp2dTU5ODoFAgN7TTsP23vv4Wjpp7Ity86sb8fkD6Q5RiBGNNcF6BHhbKXWtUupa4A3gUaVUFpCKku3LgBOB17faHgKuBi7Zwe1/Aryqta4HXh24LISY5LxeL2vXriUrKwuz2Yy5q4vy73+fnrPPxnvUUcCW4Tw1NTUyLESMC6vVSkZGBhGrlUhVFY6GBlkPaxLTWtPc3My6devIzMxMrlXlfOklfnvfpaiLz6fzyithYB7dYJXAjIwMFixYgNPpTGf4YhQGC17EYjEu/mcP3zzhWhpVFv6o5oX1Qb5w67/THaIQIxp1gqUSp3j+H/ADoI9EcYuztdY/11r7tdbf2tVgtNYrtdaf6vYcOP5/SCRa23Mc8PDA3w8Dx+9qTEKI8RUIBFizZg12ux2LxYLJ46H8jDPwHH88faecAiQWG/b5fFRVVVE4UJ5diPGQm5tLOBxOzMNatoxAQM6QT0bxeJz169fT1taGy+VKFLwxDPLvuIOiX/+alnvvxXPCCcP293g8FBUVMWfOHGw2WxqjF2PhcDgoLi7GMOKsKazEMG0ZzhmIxqTap5iURl3kQmutlVJPa633Bt4fx5h2RbHWug1Aa92mlCra1o5KqTOBMwFKSkpobGycmAjTrLu7e8c7TRMzqa0wNdsbjUZpb29HKUUsFiPY08O8H/6Q3j32YNMpp0BfH4ZhEA6HycnJIRgM0tjYOCXburNmUlsh/e0NhUJ4vV566utxvv8+GzZswO/3D7seSMlnRrrbOpFS0dbBx37t2rV0dXURiUSw2+14PB5MwSC1P/sZ1p4ePr7/fmL5+TAwhy4ejxOJRMjPz8cwDJqaUlp8bUTyv02tWCzGZfvY+dMqEy+vD6KVCRNwQKmFlStXTlgxmpn0fxW7ZqxVBN9WSn1Ga/3fnb1DpdQrQMkIV12ptX5mZ487Vlrre4F7ARYvXqyrq6sn6q7TTto6fU2l9kYiEVatWoXL5cLhcEA8zqyrr0aXleG59lpyTKbkkJ7a2lrKy8uHzZWYSm3dVTOprZDe9g4sfInabz+yH30Ui8VCVVVV4iRA3KDNt5ZQNM6DH/m45ugFWMy7tn7LTPrf7kpbBx/7YCTGbf9q5ru7u8jLywPA0tFB2XnnEa6vp+2OO3AO6Z0KBoMYhsHChQsnvCiO/G9Ty+Fw8H1HK/9ri1Czdhnl+8zjuwdXEY9FqaiomLBCJTPp/yp23lg/GQ4hkWStU0p9rJT6RCn18VgOoLU+TGu9aISfVCRXHUqpUoCB36Ou5y+EmDixWIyGhgbi8XgiudKaohtuwNzfT/sNN8BAcuX1eiksLPxUciXEeBmch+WvqsLS2Qm9vYTDYU6+5y0OuOE1Or1hPKEYS9/ayIE3vJbucGeEoY+9Nxzn7w1+zv5bFwD2ZcuoPPlkvF/+Mu033IAeklz5fD7MZjMLFiyQiqPTQHFxMVaLmdJsO8f3rOTaN/+I3WYlGo3S39+f7vCmtMsvv7ykrq5u4Zw5cxbMmzdvwWuvvZb16KOPZs+fP3/B3LlzF9TW1i68+eabCwb3v/POO/Pr6+sX1tXVLaytrV14zTXXFG99zNWrV9vq6+sXbr19rJ577jnXyy+/vM2J1w8++GDu7NmzF+63335zXn/99czTTz+9YjS3Kysr221wMeSduX5HxnrDr+zsHU2QZ4HTgBsGfk9Yj5gQYnTi8Tjr1q0jFAolJ5nnPvQQmW+/zaY//Sn5Bcnr9ZKXl5fsPRBiorhcLnp6eggvWEDWypUEB5YICEXjw/YLbnVZjJ9AePg8m1DMwPnSSxRfey0dP/sZvi99KXnd4MmZ7OxsZs+eLQuSTxMWi4WysjLi8c28+Nkj+catZ9B16aU4HA7a2trIzc2Vz4qd8Morr2S9+OKLOZ988skKh8Oh29raLF6v1/SNb3yj9q233lpZW1sbDQaDas2aNTaAJ554wr1kyZKil19+eU11dXU0EAiou+66K39H97OzXnvtNZfT6Ywffvjh/pGuf+ihhwp++9vfbjrmmGO8AJ/73OcCo7ndeBtrD9Ym4GDgNK31RkADn8pad5ZS6gSlVDOwP/A3pdSLQ65rBG4DTldKNSulFgxsv39ISfcbgMOVUg3A4QOXhRCThNaaxsZGvF5vMrly/e1v5C5dSvO992IMjKP3+Xy4XC6qq6sxmXZtCJYQY+V0OonFYon1sFaswOPx8PhZ+3P8nmXJfcwKTtirbDtHEamgteaWI8s5qHxLz5QJOCq0kaJf/Yrm++4bllwNFrMoLi6mrq5OkqtppqCggF8dVsRlJ87Hf9BBZD/1FDabjUAgIAVpdlJLS4s1Ly8v5nA4NEBpaWksOzs7HovFVHFxcQzA4XDo3XffPQxw0003ld5www3N1dXVUUgsHHzxxRdvHunYsViME088sXrOnDkLjjjiiNler9cE8O9//zvzM5/5zNyFCxfOP+igg+o3btxoBbj++uuLamtrF86ZM2fB0UcfPXv16tW2pUuXFt59993F8+bNW/DCCy8MK/15ySWXlL7//vvOCy64oOqss84qf+6551yHHHJI3Y5uN5TH4zF94QtfqJs7d+6C+vr6hffdd19yDZif//znxbvtttv83Xbbbf6yZcvsY3lcx/rNZQmJ5OeUgcte4PdjPMY2aa2f0lqXa63tWutirfWXh1xXrbXO01o7B/ZZMbD9DK31ewN/d2utD9Va1w/87klVbEKIXaO1pqmpie7u7mRy5Xj3XYp++Uta7rmHWGkpkKgqmJGRQV1dnSz+KdLC4XCglCK42244V67E6/UCcM3RCyh22XFnWPj2/lVcfdSCNEc6vQ2tFHj+gaXkO8w4LXByzzKueX4Jmx5/nPCiRcn9B+fPVVdXU1FRISdnpiGz2UxFRQXBYJC+b32LnEceAcPAbDbT2SmzQnbG8ccf72ltbbVVV1cv+va3v135t7/9zVlcXBw//PDD+yorKxcfc8wxNXfddVdePJ7osW9oaHAceOCBo8pmGxsbM84+++yuNWvWrHC5XMbNN99cGA6H1YUXXlj5zDPPrFu+fPnK0047bfMll1xSBnDHHXeULFu2bMWaNWtW/L//9/82zp07N3Lqqad2nX322R2rVq1accQRR/iGHv+WW25pW7RoUWDp0qXr77nnnubB7Tu63VB/+ctf3CUlJdHVq1evaGhoWH7iiSd6Bq9zu93xTz75ZOVZZ53VecEFF1SM5XEd66md/bTWeymlPgDQWvcqpaTWqRBih9rb22lrayM7OxulFLaGBmZddBFtt91GeO5cIDEh3Ww2U19fL2eeRdrY7Xa01gQXL6b4+usJDRRKsJhNVBckhvT/7NhFOziK2BXRaJR169bh8/lwu90opZhjC3PFH6+jprqA1j8sRQ8sDA0QDoeJRCLMmTOHnJyc9AUuxl1ubi4WiwXf7rtjZGSQ+eabGAccQHd3N2VlZVO7BL9Se6f8mFpvt/J3dna2sWzZshUvvPCC69VXX3Wddtpptddcc03z448/vvHdd9/tfP7551133HFHySuvvOJ+8sknG8dy1yUlJZEvfelLfoDvfOc73XfccUfRxx9/3N/Q0OD44he/OAcSy7AUFhZGAebOnRs84YQTao499ti+b33rW3071+Cx2WuvvYJXXnllxTnnnFN23HHH9Q9Nxk477bQegB/84Ac9V1111bgmWFGllJnE0ECUUoWALHMvhNiurq4umpqakl+ULB0dlJ91Fp0/+QmBz34WSHxBMgyDefPmTe0PSDHlmc1mHA4HoYwMUApbezvhcDhRkEWMu3A4zJo1a4hGo7hcLgAsbW3ccMeP+Kh+T+y/vR6G9G4HAgGUUixYsIDMIUmXmJ5MJhMlJSW0tLTQ981vkvPIIwQOOgiAnp4eSkpGKlQ9RewgGRovFouFo48+2nv00Ud7Fy9eHPzDH/6Qf+GFF3bvu+++wX333Td45pln9tTV1e0GNNbV1QXfeOONzGOPPdY79Bhr1661Hn300fUA3/ve97qOO+64/q3nxCml0Fqrurq64Icffrhq6zj+8Y9/NDz//POup59+Ouemm26a1dDQsGzo9bFYjEWLFi0AOOKII/puv/321tG0b3u3W7x4cfh///vfiieffDL7yiuvLHvllVc8t9xySxswrBdcKaVHc1+Dxtp/fgfwFFCklPol8B/gV2M8hhBiBunr62PDhg04nU5MJhMmn4+yM8+k7xvfwHvMMUDibHUkEmHu3LlkZGSkOWIhEoUuorEYwd12I2v5csLhcLpDmhECgQArVqwgHo+TlZXoLbSvWkXlKafwyn5HcP8J5w5Lrnw+H1arlfnz50tyNYPk5eWhtab/6KPJfP99LC0tOBwO2tvbMQw57z8WH330kf2TTz5Jzi/64IMPHIWFhdHnnnvONbjtnXfeccyaNSsCcNlll7X/9Kc/Ld+0aZMFIBgMquuvv76orq4uumrVqhWrVq1acdlll3UBtLW12V555ZUsgEceeSTvgAMO8C1evDjU09NjGdweDofVe++9lzFQAMt2zDHHeJcsWdLs9XrN/f39ZpfLFfd6vWZIJIKD97Gj5Gq0t2tsbLS6XC7j3HPP7fnRj37U8eGHHybfSJYuXZoH8MADD+TuueeeYyqWMaYeLK31n5RS7wOHAgo4Xmu9cizHEELMHH6/n7Vr15KZmZmYTxWJMOuCCwjuvTc9P/gBkJhnEQwGmTNnTvILlRDp5nQ66ezsJLR4MVkrVuD3+2Xo2TjzeDysWbMGm82G3Z74vpf5xhuUXnopnVdfzTPsltxXKgXObHa7nby8PDweD56jjiL76aeJnXcegUAAj8cjr9Ux8Hg85gsvvLDS4/GYzWazrq6uDi9ZsmTT97///arzzz+/KiMjw8jMzDQeeOCBDQAnn3xyf3t7u+XQQw+dq7VGKcW3vvWtEYtczJ49O/Tggw/mn3vuuVU1NTXhSy65pCsjI0M/9thj6y688MJKr9drjsfj6pxzzunYbbfdwt/85jdrvF6vWWutzjrrrI6CgoL4SSed1PfVr3619vnnn8+5/fbbN21vPtVQo73d+++/77jiiivKTSYTFotFL1myZOPgdeFwWC1evHieYRjqscceWz+Wx1VpveMeL6WU0jvYcTT7TFaLFy/WH388puW8pqzGxsYZs0jeTGorTL72hkIhVqxYgcViSXxZ0pqSyy/H5PfTescdYDZjGAYej4e6ujry80df5XWytXU8zaS2wuRpr9/vZ8WKFZR88gm5d91Fyx//yNy5czn5nrcAePys/Xf5PiZLWyfCjtra09PDunXrcDgcWK1WANxPPUXhLbfQevvtBD/zGS59PjGH/cYvz0qukVdVVTUpi1nI/3b8eb1eVq1aRVFjI6WXXMKGF18kFA5jt9uZN2/euNznrrRVKfW+1nqfods++uijxt13333E5ERMDR999FHB7rvvXr319tG+K/1DKXWBUqpy6EallE0p9UWl1MMk1p0SQgii0Shr1qzBZDIlz0QX3H47to0babvlFjCb0Vrj8XiorKwcU3IlxEQYHKoaqqsjY+1a/D4fU/Qc4qTX2dmZ7Om2Wq2gNflLlpB/5500LV1K8DOfSe6rdaKnq6ysTJZxmOGcTicZGRl45s5FWyw4PvgAu92Oz+cjGo3u+ABCjKPRvjMdAcSBR5VSrUqpFUqpDUADiZLtv9Fa/79xilEIMYXE43HWrl1LLBZLFgXIfuwxXC+8QMvdd6MdjmRyVVJSMrUnJItpy2w2k5GRQSQvD6U1ps2b5UtbimmtaW1tpbGxEafTmRjmF49T/LOf4XzlFTY9+iiR2tph+8fjcWbPnk1ZWZksKjvDKaUoLS0lFA7jOf543E89NVhEIbm0ghDpMqoES2sd0lov0VofCFSRmIO1p9a6Smv9A631h+MZpBBiajAMgw0bNuD3+5PzqTL//W8K7ryT5nvvJZ6bWL/P5/ORn59PRUWFfEkSk5bL5SISjRKur8exfr0UukghrTWbNm2iubkZl8uF2WxGRSLM+vGPsW7YQNPSpcSLipL7RyIR4nEDh8NBYWFhGiMXk0lOTg4mk4m+o4/G9dJLqFAIq9VKT8+UWQbVMAxDPgSnqIH/3YhVVcbct661jmqt27TWfbsamBBi+hhcSLinpye5kLBtzRpKL7+c1t/+lmhVFUAy+ZLhPWKyczqdxOPxZIIVCoXSHdK0YBgG69evp6OjA7fbjclkQg1UF8UwaLn3XoyB9xDYssZVZmamFLMQw1gsFoqKivC43YQWLsT56qvY7Xb6+voYXBh3klvW1dWVLUnW1GMYhurq6soGlo10vbxTCSFSor29PfmFSSmFuauL8rPPpvOKKwjunVg7MRgMYrFYqKurS1QVFGISGxziGqmrI3PFCjwy7GiXxeNx1q9fT19f35b3ip4eyn/wA0ILF9Jx7bXDyrAHg0G01syfPx/zex+lMXIxWeXl5dHe3p4YJvj003iPOgqtNX6/H7fbne7wtisWi53R3t5+f3t7+yJ2otNDpJUBLIvFYmeMdKUkWEKIXdbT00NTUxMulwulFCoYpOzcc+k/8cTkWleRSCS5kPBglTAhJjO73Y7WmnBdHfnPPUerb1TVgcU2xGIx1q5di8/nS37xtTQ3U3HGGXi+8hW6L7wQhgwZDgQCmM1m5s6dmyyWI8TWMjMzsdvt9Hz+8xRdfz3mzk7MWVn09vZO+gRr77337gSOTXccIvUkWxZC7BKPx8O6devIyspKDPkzDEovv5xITQ3d550HJL5YhUIh5syZIwsJiyljcImBQE0NGWvXEg6FAKkkuDPi8TirV6/G7/fjciXWL7WtWUPlt79N7ze/SfcPfzgsufJ6vdhsNubNmyfJldgupRRFRUUETSZ8hx2G+69/JSMjg+7ubqn8KdJGEiwhxE4LBoM0NDTgcDiScyMKfvMbzN3ddFx/PShFPB7H7/dTV1eXnJslxFThdrsJuVxomw3b5s0YhnxhG6twOEx7ezvhcDj5HpDxwQdUfPe7dF18MX2nnprcd7ACnMvlYu7cudhstnSFLaaQ3NxctNb0H3cc7r/+FbPZnPzsESIdZIigEGKnRCIR1qxZg8ViSQ75y/7zn3G99BKbHnsMbbOhtcbn81FVVUXuQAVBIaYSp9NJV1cX4bo6MtatwzDtIcVZxiAUCrF69WoMw9hSWfSttyj98Y9pv+EG/J//fHLfweUb8vLyqKmp+dQ8zVQs7iymJ7vdjsvlom+33ZjV2YmluRlTTg79/f1yYk+khXxKCCHGLBaL0dDQgGEYySF/mW+9RcHtt9N8993EB84mDq51VTSk3LIQU8ng8ztSX0/Whg1TpTLZpBAMBlm5ciVa62RPVNZrr1F68cW0/va3IyZXhYWFzJ49W4rgiDErLCwkHIvh//zncf7jHzJMUKTVTiVYSqkspZS8+wkxAw2udRUKhcjMzATAtm4dpZdcQutvfkO0pgbYstZVeXm5rHUlpqzB+T/hujoyGxslwRolv9/PypUrMZlMyWqMrr/9jZKrr6bl7rsJ7rtvcl/DMPB4PBQXF8vyDWKnZWdno5TCe8ghOP/xDywWC+FwWJZXEGkxqncxpZRJKfVNpdTflFKdwCqgTSm1XCl1s1KqfnzDFEJMBoNrXfX19SWHXZi7uyk76yy6Lrkk+aUpEAjIWldiWrBYLJhMJkJ1dTjWrsUwJMHaEb/fz6pVq7BYLMkewMJnnqHohhtoevBBQosXJ/c1DAOv18usWbOorKyUkzFip1ksFvLz8+neay8yPvoIk9ebSLhkeQWRBqP95vMPoBa4AijRWldorYuAg4G3gRuUUt8epxiFEJPE4FpXg1XAVDhM2Xnn4T36aDwnnAAk5lyYTCZqa2tlmI+Y8pRSOBwOAjU12NetQxsarY10hzVp+Xw+Vq1ahc1mS/b+5f6//0fZQw+xaelSInPnJvcdTK7Ky8spKyuT5Erssvz8fCI2G8G99ybrP//BZrPR09OT7rDEDDTaIheHaa2jW2/UWvcATwJPKqVkYRshprGt17rCMCi54gqis2ax+cILAYhGo8RiMRYsWCDVv8S0kZmZSW84TNzppKivE99AsQYxnMfjYc2aNdjt9sTrX2vylyzB/eyzLL/7bjIHhg9Domy7z+ejsrKSkpKSNEYtphOn04nZbMb7hS/gfO01PEccgc/nIxaLJSvdCjERRtWDNVJytTP7CCGmpk+tdQXk/+53WFtaaP/Vr8BkIh6PEwwGqaurS865EGI6yMrKIh6PE6mvp6q9EcOQHqyt9ff3s3r1ajIyMpLJVeEtt+B64QU2/fGPRIYkUYPJVU1NjSRXIqVMJhM5OTn0HHAAWa+/jorF0FoTCATSHZqYYWRyhBBiu4LBIGvXriUjIyN5BtD91FO4//pXWpYsQWdkJIf6VFdXk52dneaIhUitoYUuqjo2yTysrfT19bFmzRocDkdiyQatKfz1r8l86y02LV1KvLAwuW8sFsPn8zF79mwKh2wXIlXy8vLw5+YSLS/H8b//YTKZ6O/vT3dYYoaRBEsIsU2RSISGhgbMZnNyyJ/j3XcpvPlmWu6+m3h+fnJh0LKyMvnCJKalwed+pL6e6vZG4nHpwRrU19eXXGzcarWCYVD0i1/g+OADmh56CGPI+nexWCy56HhBQUEaoxbTmdPpHFZNMCMjg97eXinXLibULiVYSqlblFJ3KaUW73hvIcRUEo/HWbduHbFYLFkJzLphA7Muuoi2W24hUlcHgNfrJT8/n7KysnSGK8S4GUywQnV1VHZsxDAM+bIG9Pb20tDQQGZmZjK5Kr7uOjJWrKD5wQcxhvRmx+NxAoEA9fX15OXlpTFqMd1ZLBZcLhe9Bx2E87XXsJjNhMNhIpFIukMTM8iu9mBdB1wEfEspdfiuhyOEmAy01jQ2NuL3+8kamNBv6u2l/Oyz2fzDHxI44AAgUY7Z6XRSXV0tFcDEtGUymbDZbARrapi9uYmfHeQmFoulO6y06u3tZe3atWRmZiaGDsfjlFx1FbZ162i6/36MgUqjkCh+E4lEqK+vJ3dIj5YQ4yU/Px/P7NmoSATb+vUopfD5fOkOS8wgu5pgHQWcDziA+3c9HCFEummtaW5upru7O7nWFZEIZT/8Ib4vfpH+r38dSJRjN5vNUo5dzAiZmZlE7HbieXnYW1tn9NnwEZOrn/4Ua3Mzzffdhx583yCRXAWDQYqKisjJyUlf0GJGcblcaMB71FHY1q7FarXS29ub7rDEDLKrNSujwL+BFhI9WUKIKa6rq4vW1lbcbneiV0prin/xC4zMTLouuQSQcuxi5nE4HPT39xOur8exfj2RSCTZuzuTfCq5isUovewyzH19NN9zD3pIBdFoNEooFGLOnDny5VZMqIyMDOx2O60/+hFWqxWbYdDf349hGMlKuEKMp1E9y5RSD4+0XWv9F631O1rrZq21lFUSYorr6+ujsbERl8uV/BDK+cMfcHz4Ia233AJmc3IuhZRjFzNJZmYmhmEQqa4mo6lpRpZ97uvr+3RydcklmLzeREXREZKr+vp6qSwq0qKgoIBQKAQkhvkahjEjX7ciPUabxieLWCilXhqnWIQQaeT3+1m7di1ZWVnJIX9Zr79O/n330XzXXWinE8MwkuvXyJcmMZPYbDaUUkSrqnDMwARrsBT71j1XJr+f1jvvRA8UwoEtwwIluRLplJ2dPawYjVIKr9ebxojETDLaBGtouSSpwyzENBMOh2loaMBmsyXXurI1NFDyk5/Q8tvfEisvT5ZjnzVrlpRjFzNOslT7QA9WMBhMc0QTp7+/n4aGBrKysobNuTL39SWSq4F1wmBLcjVnzhxJrkRaZWZmYh4YdQGJYYPd3d1pjkrMFKNNsEqUUqcrpfYEpFSYENNILBajoaEBrXVyQVVzTw9l55xD1+WXE9prLwB8Pp+UYxczlsViwWQyEaqowLZxI+FwOPnFbTrr7+9PLiJssVjAMCi56iosnZ20/P73IyZXc+fOleRKpJ1Siry8PMLhMABWq5VQKDTjK4CKiTHaIhfXAfsA3wXKlVKfAMsHflZorZ8cn/CEEOPJMAzWr19POBxOVgxUkQizLrgA75FH4jnuOAACgQAOh0PKsYsZSymFw+EgVFiI2ePBFAwSiUSm9TxEj8eTTK6S61xdey3Wpiaa7713mwUt3G53GqMWYovs7Gy6urqGbQuHw8mRGkKMl1E9w7TW9wIopdwk5mOZACewG3A8IAmWEFOM1pqmpib6+/u3fCHSmuJrryWel8fmH/0ISHwYKaWor6+XcuxiRsvMzKQnFCJaUYG9qYnI7rtP2wTL5/MNT660pvjnP8e2bl2iFHtmZnJfGRYoJquMIXMDBwWDwRlZAVRMrLGm8K8BHwLzgS7ge1rrnlQHJYQYf+3t7XR0dAw725z74IPYV61i05/+BCYTsViMSCTC/PnzpRy7mPEyMzPp6uoiUlVFxqZNyaFH043f72f16tXY7fZkclV0/fXYV66k6YEH0EO+nMZiMQKBgCRXYlLKyMhIVhA0mUyYzWZ8Ph8FBQXpDk1Mc2NKsLTW+wz+rZQ6GXhZKXWM1ro15ZEJIcZNT08PTU1NuFyu5JC/rNdeI3fpUjY9/jh6oCS13++nvr5ezvYJAck5ipHqajJbW6dlJcFAIMCqVauw2WyJkypaU3jDDWR8/DHNDz44bBHhweSqvr5eFhEWk5JSCqfTSTgcTp4w8Pl86Q5LzABjXm1NKWVWSpUB64EXgX+kPCohxLjx+XysW7eOrKys5FpX9lWrKLnqKlp/9ztiJSXJioGVlZXk5uamOWIhJofBXtxoVRWOTZvw+/1pjii1gsEgq1atSizMOphc3XILmf/9L80PPIDhciX3jcVi+P1+6urq5D1CTGput5tIJAIkitUEg8EZUaBGpNeYEiylVBvQQyKpuhmoAf6aqmCUUl9TSi1XShlKqaG9ZflKqX8opXxKqTu3c/vrlFItSqkPB36OTFVsQkwHoVCINWvWkJGRkZzka+7qouzcc+m86ipCixNL3nm9XoqLiykuLk5nuEJMKoMJVriqCntTE6FQaNg6O1NZKBRi9erVmM3mRE+d1hT85jdkvvkmTQ8+iDFkKHE8HpfkSkwZWVlZydepUgql1LQd3ismj7HOwZqnte4fl0gSlgEnAvdstT0EXA0sGvjZnt9orW8Zh9iEmNKi0SgNDQ2YTKbkF0UVDlN2/vn0n3AC3iMT5yN8Ph9ut5uKigqpGCjEEIOvncFS7VprotHolJ+fGIlEWLNmDbClKED+736H85//pOnhhzGGDP+Lx+P4fD5mz55NXl5eOsIVYkwyMjKGfZZprQkGg2QOKdQiRKqNqgdLDTwzt5dcqRR8E9Nar9Rarx5hu19r/R8SiZYQYowMw2DdunVEo9EtVc+0puTKK4nOmkX3eecBiSFCNpuN2tra5PBBIcQWmZmZhHJyMIVCmL3e5NCjqSoajbJ69Wri8XjyvSHv7rtxvfQSTQ89RHxID5VhGPh8Pqqrq6VIgJgybDYbVqs1OSzQYrFMu+G9YvIZbQ/WP5RSTwLPaK03DW5UStmAg4DTSAwb/H8pj3DszldKnQq8B1yste4daSel1JnAmQAlJSU0NjZOXIRpNJNWMZ9JbYVtt1drTXd3Nz6fD4fDQV9fHwCzHnoI0/r1rFiyBO3xEIvFiMfjlJaW0tzcPIGRj91M+t/OpLbC5G+vz+ejv7+fYHk5xurVbCwq2ukiMOluq2EYtLe3E4vFsNvtRCIRip94Atf//R/L776bqNkMA+8XhmEQDofJy8sjEAiM+TMz3W2daDOpvVOhrdFoFI/Hg81mIx6P09zcjGEYYz7OVGirmBxGm2AdAXwPeFQpVQP0ARmAGXiJxLC8D0dzIKXUK0DJCFddqbV+ZpTxbMtdwC8APfD71oG4P2Vgba97ARYvXqyrq6t38a6nDmnr9DVSe1tbW4nH45SUlCSHSThffJGiZ55h4+OPk11cnJxTMXfu3CmzSOhM+t/OpLbC5G5vT08P69atI15bS97mzdhycigrK9vp46WrrbFYjLVr12K328nPzwfA/dRTFDz6KJv+8AeyysuT+xqGgdfrZc6cOcyaNWun73My/1/Hw0xq72Rvq9PppLGxEZfLhdYan89HZWXlTo3UmOxtFZPDaBcaDgFLgCVKKStQAAS11n1jvUOt9WFjvc0Yjt0x+LdS6j7gufG6LyGmgu7ubpqbm3G73cnkyr58OcXXXUfz/fcTLy5ODvupqamZMsmVEOkyON8qUl1NZksL/VNwqFE8Hmf9+vX4fD5cA5UBnS++SOFtt9H08MPEhiRXWms8Hg+zZs2itLQ0XSELsUuGLgg++FkYCoVkHpYYN2NO3bXWUa11284kV+NNKTX03f8EEkUzhJiRPB4P69atw+l0Js/SmTs6KDvvPDp+9jPCCxcCiYqBpaWlFBYWpjNcIaYEq9WKUopoVRUZTU1Tbi6HYRg0NjbS39+fTK4y//1vin/+c5rvvZfI7NnJfQeTq5KSEsrLy6XojZiyBou3DFYT1FpLJUExrsZURVAp9eMRNvcD7492iOAOjn8C8DugEPibUupDrfWXB65rBNyATSl1PPAlrfUKpdT9wN1a6/eAm5RSe5AYItgInLWrMQkxFQWDQdauXYvD4cBsNgOggkHKzjuPvm98A9+XvgQk5pPk5uZSPuSMtRBi26xWa+LLWWUlORs3Eo/HicfjydfZZKa1pqmpie7u7mRvteP99ym9/HJa7ryT8Pz5w/b1eDwUFBRQWVkpyZWY0sxmM5mZmcmqn2azOfn5J8R4GGuZ9n0GfgbXvjoK+C9wtlLqz1rrm3YlGK31U8BT27iuehvbzxjy93d25f6FmA4Gy7GbzeYt5aMNg5IrriAyezY9ZyXOO4RCIWw2GzU1NfLlSYhRSpZqr6zEtnEjaE0kEhk2BGky0lrT0tJCR0dHcsiwfflyZl1wAW0330xor72G7e/z+cjLy6O6ulreH8S04Ha76ejoSFYV9Pl86Q5JTGNjHSKYD+yltb5Ya30xiWSrEPgccHqKYxNCjFE8HmfdunXEYrHkkAiA/DvvxNreTscvfgFKEY1GicVi1NXVJRccFkKMjsPhIOJygcmEpa9vSpRq7+jooKWlBZfLhVIK27p1lJ99Nh0/+xmBAw8ctu/g3KyamhpZrkFMG06nM1k50Gq14vf7d6qSoBCjMdZ3zkpg6CdJFKjSWgcBGcwqRBpprdm4cSM+n29Y2WjXc8+R/fTTtNx5J9puxzAMAoEAdXV1k/6suxCTUWZmJrFYjEh1NRmbNhEMBtMd0nZt3ryZTZs24Xa7MZlMWFpbKT/jDLouuQTf4YcP29fv95OZmUltbe2UGPYoxGg5HI5kb6xSSuZhiXE11lPXjwBvK6WeARRwNInS7VnAilQHJ4QYvb6+PqLR6LBKgBkffUTRr35F80MPES8oQGuN1+ulsrKS7OzsNEYrxNSVkZFBPB4nUlVFZksLgUAg3SFtU19fH+vXr08WuzH39lL+/e/Te/rpeI47bti+gUAAq9UqPdtiWrLZbJhMJgzDwGQyoZQiHA7LiUYxLsbUg6W1/gXwAxLrYPUBZ2utf6619mutv5X68IQQo9HV1ZWsCjZ4hs7S1sasCy6g/frrCc+dCyQqBhYWFlJcXJzOcIWY0gbnNkarqnA0NU3aBMvn89HQ0EBWVhZmsxnl91N25pn4Dj+c3tNOG7ZvKBTCZDIxZ84crFZrmiIWYvwopXA4HMRiseTlqVYFVEwdOzO4OgYYA7+jqQ1HCDFW/f39NDY2Yrfbk/MllN9P2bnn0nvaafi/+EUgcXba6XRKRTAhdpHNZkMpRaS6GntTE6FQKFn+ebIIBoOsXr2ajIwMLBYLKhKh7IILCM+bx+aLLhq2bzgcJh6PM2fOHOx2e5oiFmL8OZ1OotHEV1eLxTLph/eKqWtMCZZS6ofAn0gsNFwE/FEpdcF4BCaE2LGh5diTk9ENg9LLLyc8fz693/seQHIS/uzZs2VehRC7aLBUe6SqCltjI8CkKnQRDodZvXo1Fosl0dsWj1Pyk59gZGXRce21MOQESzQaJRqNMnfuXBkqJaY9h8ORLGxhsVgmbe+zmPrGOsj6+8B+Wms/gFLqRuAtEmtXCSEmUCQSYc2aNVgslmFDegpuvx1zXx+tt90GShGPxwmFQsyfP1/OTguRAmazGYvFkijVvmkTGAaRSGRSvL6i0Shr1qxBa51ImLSm6Je/xNLVRfP998OQuVWxWIxgMMicOXOGFcYRYroaWl3XbDYTCASSc7KESKWxPqMUEB9yOT6wTQgxgQbLsRuGMewDw/3007ief57W3/0ObDa01vh8Pqqrq3E6nWmMWIjpJTMzk2hGBnG3G2t7+6SoRhaPx1m7di3RaJTMzEwA8pcswfHBB7QsWYIekgDG43H8fj+1tbVS8EbMGENPggwOlZ9Mvc9i+hhrD9ZDwDtKqadIJFbHAw+mOighxLZprWlsbMTv9+NyuZLbnR99ROFNN9G0dCnxgdXpvV4vJSUlFBYWpitcIaYlh8NBIBAgMns2mZs2Edxzz7TGYxgGGzZsGPa+kPPoo7iffZZNf/oTxpD3CsMwkide8vLy0hWyEBPOYrF8qpJgNBoddqJSiFQYU4Kltb5NKfVP4EASCdZpWusPxyEuIcQ2tLS00N3dPawcu6W5mZqf/pS2G28kUlcHJNazcbvdlJeXpytUIaYth8ORKNVeU0NWUxOeNFYj01qzadMment7k8mV8+WXybvrLpr+9CfiBQXD9vV6vZSVlVFUVJSukIVIC6VUovc5Gk1WAw2Hw8NOVgqRCqNKsJRSXmBoiSQ15DqttXZ/+lZCiFTr6uqitbV1WDl25fNRfs45tJ56KuGDDwYSHxhms5nZs2fL2HIhxsHgl7PI7Nk41qyhI43VyFpaWujs7MTtdqOUIuN//6P42mtpvvdeohUVw/b1er0UFxcza9asNEUrRHplZWXR1dWVXBdLKgmK8TCqb15aa5fW2j3kxzXkR5IrISZAf38/GzZsSC4YCkA8zqyLLya41150fP3rQGLieiQSob6+XtazEWKcDE2w7Bs2EIvFkuvrTKTOzs5hJ12s69dTduGFtN14I+FFi4bt6/V6yc3NpaKiQpZqEDNWVlYW8XiinIBUEhTjRU5tCzEFDJZjz8zMHFZmvfCWW1DhMB1XXQVKYRhGcuL64CR3IUTqDZ68iNTWYtuwAWDCC1309PTQ2NiYPOli7uqi/Ac/oOvHPyYw0Js9yO/3k5WVRU1NjfRqixnNbrcnTzBIgiXGy1iLXAghJti2yrG7n3wS52uvsfHxx2FgXR6v10t5eTm5A0UuhBDjY3CyfKSgAFMggNnjIRKJTFi5c4/Hw7p168jKysJsNieGCp91Fp6TTsJz4onD9g0Gg1itVurq6mQdPDHjDfY+Q6JUezweJx6Py2tDpJScxhJiEttWOXbHf/9L4W230XzXXRg5OUDi7Hl+fj6lpaVpilaImcXhcBCLxwnPnk1mUxOhUGhC7jcQCNDQ0IDD4cBisUA0StkPf0ho4UK6zzln2L7hcBjDMGTIsBADrFYrZrM5ueAwSKl2kXqSYAkxSQ0txz50uJ+1uZlZP/4xbTfdRHT2bGDLGeqqqiqZWyHEBElWEhwo1e6fgEqC4XCYNWvWYLVaEwmT1pRcdRXaaqXj2mthyOs/Go0SiUSYO3eulKEWYojBSoKDJMESqSYJlhCTVEtLCz09PcMWCFY+H2XnnEP3mWcSOPBAIPElyjAMCgsLE2ezhRATwuFwJIrKzJ6NY9OmcZ/LEYvFaGhoQGudXDC14Le/xbZhA6233QZDXv/xeJxAIEBdXd2EDVsUYqrIysoaVpRmonqfxcwhCZYQk9BgOXan07mlRyoeZ9allxLcc0/6vv3tgU2JL1G1tbUy/EeICTaY5ERqashobCQSiQwbdpRKhmGwbt06wuFwskc7+//+D9ff/07L3Xejh/RyG4aB1+ulpqaGnIEhxEKILbKyspKvVYvFIqXaRcpJgiXEJDNiOXag4PbbMfl8yYqBWmt8Ph+VlZVkZ2enMWIhZiabzYbWmsjs2djWrwfGZ6iR1pqNGzfi8XiSPdqZb75JwW9+Q/PddxPPyxu27+BCwoWFhSmPRYjpYGihC6kkKMaDjCcSYhLZVjl29zPP4HrhBTY+8QQMfDD4fD4KCwspLi5OV7hCzGhWqxWlFNGqKqwtLaiBOU+pnu/U0tJCV1cXbndi2UlbQwOll1xC6+23J+dhDvJ6vRQWFlJWVpbSGISYTux2O1prIFFJMBAIoLWWOcwiZaQHS4hJYlvl2DM++IDCG2+kZckSjIHy64FAgKysLCorK+UDQYg0sVgsmM1mYmYzsdJSMlpaUn4mfHC48OBCwubNmyk7+2y6Lr+c4L77DtvX5/Phdrul2I0QO2CxWLBYLMTjcUwmE1rrtCwULqYvSbCEmAQGy7HH4/FhZ78tra2UXXgh7b/6FZH6emDLEKTa2lpZt0OINFJKJSfLR2pqyGpqoq+vL2XH33q4sAoGKTv3XDzHH4/nuOOG7RsMBrHZbNTW1spCwkKMQmZm5rCkSioJilSSd2Eh0mxwfoXP5xtW7UsFApSddx493/0u/i98AUgkYqFQiPr6+mFjyIUQ6eF0OhPl0AfWwvL5fMTj8V0+7uBaV8nhwoZB6WWXEamupvv884ftO1hco76+XiqJCjFKg69dSHwOS4IlUkkSLCHSrLW1lc2bN+NyubZsNAxKL7+c8Lx59H73uwDJohbV1dXDSrcLIdInMzMTrTXh2lrs69ejtd7limSDw4VtNltyuHDhrbdi7u2l4/rrh611FYvFCIVCzJkzR9a6EmIMMjMzk5UETSaTlGoXKSUJlhBptHnzZlpaWpLzKwbl33kn5u5uOn72s+SXKa/XS0lJiVQGE2ISGVqq3bZhAyaTCZ/Pt9PHG1zryjCM5LGzH3sM56uv0nLnneghPdeGYeD3+6mtrZWTLkKMkcViSX7uSiVBkWqSYAmRJl6vd8Ry7K6//53sp5+m9Xe/S36Z8vv9uN1uysvL0xWuEGIEg0N1w9XV2Navx2qx7PQ8LK01jY2NBIPB5HDhzDffpODOO2m+5x6MIWtaDZZjr6ioIG9ImXYhxOgMHU4ra2GJVJMES4g0CIVCNDQ0kJGRMaxQRcYnn1D0i1/QsmQJ8fx8AMLhMGazmdmzZ8vkdSEmGbPZTEZGBlG3G22z4ejv36l5WFprmpub6enpSfZGWTdsoPTSS2n9zW+IVlUN23+wHHtJSUnK2iLETDI0wTKbzYRCoWTpdiF2lXxbE2KCDQ4BMplMwxc77Ohg1vnn0/GLXxCeNy+5byQSob6+fljpdiHE5DG00EXGhg07NQ+rq6uLtrY23G43SilM/f2Un3MOmy+6iOBnPjNsX7/fj8vlknLsQuyCwQRr6PpXg0UvhNhVkmAJMYEMw2D9+vVEIhEcDkdyuwqFmHXeefR985v4Djssua/f72f27NlkZmamK2QhxA4MLdVuW7t2zPOw+vv7aWxsxOl0Jr7oRaPMuugifJ//PP1f/eqwfUOhEBaLRcqxC7GLlFJYrdZkoQtZC0ukkrw7CzFBBocA9ff3D5+QrjUlP/0p0epqes48M7nZ5/NRVlYm8yuEmOQGq/cF996bzHfewWq1jnoe1qfKsQNFv/412mKh67LLhu0bjUaJxWLSoy1EithstmHDeSXBEqkiCZYQE2RwCJDL5eLS55u59PlmAPLuvhtrczPtQ8ov+3w+cnNzmTVrVjpDFkKMwmC1P//BB5P59tvYYFTzsAaHC1ut1mTClPPoo2S+8w5tt94KQ+ZnxuNxAoEAdXV1w3q/hRA7z263D3udyhBBkSqSYAkxATweDxs3bvxUOXbnSy+R88QTifLLg2fBg0FsNhvV1dUyv0KIKcBqtWIymYjm5hKpribzgw92OA8rHo/T1dWFYRjJHrDMN98k//e/p+WuuzCGrIs3dA287OzscW+PEDPF0ATLZDLJYsMiZSTBEmKchcNh1q5d+6mKgbObGyi+9lpafvc74kVFQOLsWTwep66ubliFIyHE5KWUSs7D8n/+8zj/9a/tzsMyDIPGxkYikUhyfmWyYuCttxKtrBy2v9frpbi4WNbAEyLF7HZ7snKg2WwmHA6nOSIxXUiCJcQ4isfjrF27FqVUsmJg3NBs7vLS3O7h8h/9jsCChUDiS1cgEKC2tlaGAAkxxQxWEvR//vNkvf76NudhxeNx1q9fT09PT3JoYbJi4IUXEtxvv2H7D66BV1FRIT3aQqTY0LmMkmCJVJpUCZZS6mtKqeVKKUMptc+Q7Ycrpd5XSn0y8PuL27h9nlLqZaVUw8Dv3ImLXojhtNZs2rSJQCAwrArgaY+toz1q4r3yhTwZyOE7TzQOWzQ0Z8hiokKIqSEzM5N4PE5o4ULMfX1kdXbS399Pc3Nz8kvb4AmX3t7eZDl2YjFmXXQR/oMPpv/kk4cdc7BioKyBJ8T4GDpSxGQySYIlUmayvWMvA04EXt9q+2bgGK31bsBpwB+2cfufAK9qreuBVwcuC5EWXV1ddHV14RoylwKtKWjbhGHaMlQwFDPw+XwUFBTIoqFCTFF2uz2RMJlM+A8+GOfrr+N2u+no6ODjjz+msbGRhoYGvF4vbrc7ebuiX/8aTCY6L7982PGi0SjRaFQqBgoxjrZebDgSichiwyIlJlWCpbVeqbVePcL2D7TWrQMXlwMZSin7CIc4Dnh44O+HgePHJVAhdsDn87Fx48Yt69oMyHnsMfbuaQQSb+Am4PNVDhwOhywaKsQUNnQux+AwQZPJhNPpxOl00t3dTTAYHHbCpegvfyHzrbdove02GPJFb3C4sFQMFGJ8WSyW5OtWKYXWeofVP4UYjUmVYI3SScAHWuuR+nGLtdZtAAO/iyY0MiFIlF5et24ddrt9WFELx/vvk3/nnZx2xhfJd1jIsiqOnOviu3u4qaurG7avEGJqMZvN2O32RKGLAw/E8d57qIEqgoOJ1tChwplvv035fffRsmQJxpAeLRkuLMTEMZvNmM3m5GLDIGthidSY8DJlSqn/3969h1lW1ge+//66qvoO3WDfaMRuMGqLHAKkNeCYgGgSRwzCGIfMUeP1oGaMl0gmMgjCiT7jJUcf58x5go46mImPtwTEjDheQZMZMNPcIghqMjSI3Lobmu6u++V3/ti7i+qqvaurulbttffa38/z1FO11/X31l773eu31vu+67tAo3ZQl2Xm9YdZ93nAR4DfLiCOi4GLATZt2sTOnTsXusmOsGfPnrJDaJkyypqZ7Nmzh/7+fpYvXz45THPfrl2c+O5380+XXcaTx6xl46q9ZPbweydOcNTqVTz88MML3rfvbTV1U1mhs8s7MjLC0NAQfX19bHz2s5m48UaefOELZyy36ic/YdN738tdl13GyNq1MGUwjKGhIVatWsXQ0FClvpc6+X09Et1U3k4v69DQEENDQ/T09Ex+7g4+OmG6Ti+rWqflCVZmvvRI1ouIpwPXAX+Qmf/cZLFHI+K4zHw4Io4DHpsljk8DnwY49dRTc+vWrUcSVkeyrIvn8ccfZ9euXWzcuHGyuV+MjHDC5Zfz5GteQ7z85awFPv6KNezbt48tW7awcePGwvbve1tN3VRW6Nzyrly5kvvvv5+jjz6a4XPPZeOOHcTLX37IMst+/GOefsklPPKhDzFyxhmH3KUaGBhg9erVbNu2rZJ3tDv1fT1S3VTeTi7r6Ogog4ODLFu2jH379rFx40aOOab5GGmdXFa1Tkc0EYyItcA3gEsz83/MsujXqQ2CQf33rHfEpCINDw9z3333sWrVqkP6Um340IcYW7+exy++eHLagQMHWL9+PRs22IpVqopjjjmGiGBiYoIDZ5/N6ptuom/nTqj38Vh29908/W1v49E/+zP6zz10MNyDnettLiy11tSHDUcEo6OjJUekKmirJ5lGxIXA/wusB74REXdk5u8A7wB+Bbg8Ii6vL/7bmflYRHwGuDozdwAfBr4SEW8GHgBe3fpSqBtlJvfddx8RccioRGu++lVW7NjB/V/+MtSHWR4YGGDVqlU84xnPcFALqUL6+vpYt24djz/+OEue9SwOnHMOJ7zxjcTwMINnnMGK22/n0auu4sBLXnLIeuPj4wwODrJt27bJZ2NJao2pCZZDtasobZVgZeZ11JoBTp/+QeCDTdZ5y5S/9wAvabSctJgef/xx9u3bx5o1ayanLb/zTtZ94hM88Fd/Ra5eDTx1lfqkk07yKrVUQRs2bGDXrl0QwWNXXMFjV1xB78MPs+K223jiDW9gcPv2Q5bPTA4cOMDWrVsPGb5dUmssXbp08m8fNqyitFWCJXWisbEx7r//flatWjU5rWfXLja/61088sEPMnrSSYBXqaVusHLlSlavXs3w8PDk53zsuOPYf955DZffv38/GzduZP369a0MU1Ld9GdhDQ0NlRiNqqIj+mBJ7ezhhx9mYmLikEr66Btu4MlXvWqyn8XBq9RbtmzxKrVUcZs2bZrTVfCRkRGOOuooTjjhBJsLSyVp9LBhaaG8gyUtwODgII888gir600AD3ri9a+f7NgODmohdZM1a9bQ29vL2NjYISdvUx1MwE466SSWLPFap1SWqZ/RJUuWMD4+zvj4uM34tSDW6tIRykweeOAB+vr6Gp8g1a9IDw4OsmLFCge1kLrEkiVL2Lx58+Rz8KYbGRlhZGSEDRs2HNL/Q1LrHUywsn5RNCJ82LAWzARLOkJ79+7lySefZMWKFU2XGR0dZXx8nGc+85leDZO6yLHHHktEzGgqeDC5si+m1B4igr6+PiYmJianmWBpoUywpCOQmTz44IOzJlcTExMMDAxw0kknNX0qvKRq6uvr4znPeQ49PT3s27ePsbExhoeHJ5Or6c2KJZVn6lDtYIKlhTPBko7AgQMHGBwcnLV5z4EDB9i8efOsT4SXVF2rV6/muc99Llu2bGF4eJixsTG2bdt2yIijksq3dOnSQxIsHzashXKQC+kIPPLII7MmVwMDAxx99NFs3ry5hVFJajdLlixhw4YNHHPMMUxMTNgsUGpDU+9gNWraK82XCZY0T0NDQ+zdu5ejjjqq4fzR0VEykxNPPNHRwSQBtSaDktrTsmXLJvtg+bBhFcGzP2medu/ezZIlSxqOCJiZDAwMcOKJJzo6mCRJHaCvr2/yO91nYakIJljSPIyNjfHoo4+ycuXKhvMPHDjAxo0b7XclSVKHmP6wYe9gaaFMsKR52Lt3LxMTEw2b/g0PD7Ns2TKe/vSnlxCZJEk6EtMfNnywqb90pEywpDnKTB566KGGQ7NPTEwwPDzMSSed5POuJEnqIL29vYc8aBgcql0LY4IlzVF/fz/Dw8MNO6v39/ezefNmh1+WJKnD9PT00NPT48OGVRgTLGmO9u7d27Bp4OjoKH19fWzatKmEqCRJ0kL19fWZYKkwJljSHGQme/bsYfny5TOmDwwMsGXLFpsGSpJUESZYWggTLGkOhoaGGBkZOaQjLNQeKLx27VrWrFlTUmSSJKloDtWuhTDBkuZg3759M557NTExwfj4OM94xjMaPhNLkiR1Hodq10KZYElzsHv3bpYtW3bItP7+fo4//vgZzQYlSVJnmXqhdMmSJTYR1IKYYEmHMTIywsDAAEuXLp2cNj4+TkSwYcOGEiOTJElSuzHBkg5j//79M6YNDAywefPmGX2yJEmS1N1MsKTD2LNnzyF3rw4O47pu3bqyQpIkSVKbMsGSZjE2Nsa+ffsO6X81MDDApk2bGj5wWJIkdb7MLDsEdTATLGkW/f39wFOdXycmJpiYmGD9+vVlhiVJkqQ2ZYIlzeKJJ5445AHCAwMDrF+/fsaIgpIkSRKYYElNZSZPPPHEZDKVmUxMTLBx48aSI5MkSUWzWaCKYoIlNTE6Osr4+PjkHayhoSHWrl3LihUrSo5MkiRJ7coES2picHDwkKtZo6OjPvdKkiRJszLBkpo4cOAAS5bUPiITExMsWbKE1atXlxyVJEkq2sHBrKQimGBJTezbt2/y+VeDg4M87WlPO2TAC0mSJGk6EyypgYmJCfr7+yefdTU+Ps6xxx5bclSSJKkVHPBCC2GCJTUwNDREZhIRjI+P09vba/NASZIkHZYJltTA4ODgIX+vW7dusj+WJEmqFvtgqUieMUoN7N+/f7J54MTEBMccc0zJEUmSpFYw2dJCmWBJDezbt4++vj7GxsZYunQpq1atKjskSZLUIvbB0kK0VYIVEa+OiLsjYiIitk+Z/lsRcWtE/Lj++9wm618ZEb+MiDvqPy9vXfSqitHRUYaHh+nt7WVoaIj169d7NUuSJElz0lt2ANPcBfwr4FPTpu8GfjczH4qIU4BvAcc32cYnMvPPFzFGVdzQ0NBkQnX5jXtYtWqIr759c8lRSZIkqRO0VYKVmffAzLavmXn7lJd3A8sjYllmDrcwPHWJ/v5+oDY0e0Q4uIUkSZLmrK0SrDl6FXD7LMnVOyLiD4AdwHsz84lGC0XExcDFAJs2bWLnzp2LEWvb2bNnT9khtMyRlvXRRx9ldHSUwcFBMpOhoaGOOD58b6upm8oK3VVey1pd3VTeqpT1ySefJDPp6elhdHS04Xd/VcqqxdfyBCsivgtsajDrssy8/jDrPg/4CPDbTRb5C+DPgKz//n+ANzVaMDM/DXwa4NRTT82tW7fOJfxKsKzNZSZ79uzh6KOPpr+/nxUrkt7evo75n3VKnEWwrNXVTeW1rNXVTeWtQlkHBwcZHx+nr6+P4eFhVqxY0bBcVSirFl/LE6zMfOmRrBcRTweuA/4gM/+5ybYfnbL8fwb+2xEFqa41PDxMZrJkyZL6756yQ5IkSS3mKIJaiI7oXBIRa4FvAJdm5v+YZbnjpry8kNqgGdKcDQ0NAfX+V0t6uP/xQe55eB9XXH8XY+MTJUcnSZIWi0mVitJWCVZEXBgRDwJnAd+IiG/VZ70D+BXg8ilDsG+or/OZKUO6f7Q+lPs/Ai8G3tPqMqizDQ4OEhH8yTd/yVu/8RiP7R9m39AYf3nz/fyLD3+/7PAkSZLU5tpqkIvMvI5aM8Dp0z8IfLDJOm+Z8vfrFi86dYP+/n56e3vJTEbGD503ODreeCVJkiSprq3uYEll6+/vp6+vj//7nGM5/1efanHaE3DhGc0evSZJkjrZ9EcESQthgiXVjY+PMzIyAkBPTw9Xnn8KG49axtHLe3ntWVu4/LyTS45QkiRJ7a6tmghKZRoZGSEiGB4e5phjjqGvt4et61YBcNX5p5QcnSRJahUHvNBCmGBJwEWfupnx8TH+9PnLGR8fZ82aNWWHJEmSpA5kE0Gpbnx8goggM1m5cmXZ4UiSJKkDmWCp642NT3Df7n5+vmuAz96xj57ePpYuXVp2WJIkqQQOeKGFsomgutpFn7qZ+3b389j+YQC++U+D/K+HHmHH6acB8OW3nlVidJIkqRVMqlQk72Cp6w1Ne77V8LgdWyVJknRkTLDU1b781rO44PSnnm+1BDj/1E3lBSRJkqSOZoKlrnfFK05m/eqlrOyF33nmCi5/xfPKDkmSJEkdyj5Y6nq9PUs4Ye1ShoYmeNsLnsbyZQ5wIUlSN/M5WFoIEywJ+PgrtvDII4+watWqskORJElSB7OJoAQcOHAAgNWrV5cciSRJKoN3rVQUEyx1vcxkaGiInp4eVqxYUXY4kiRJ6mAmWOoqF33qZi761M2HTBsZGZn8e9myZa0OSZIklcznYKlIJljqGmPjE9y3u597Ht7HFdffxdj4BFBLsDKTiDDBkiRJ0oI4yIW6wkWfupn7dvfz2P5hAP7y5vv51l2P8KPLXsrQ0BBjY2OsWbPGK1iSJElaEO9gqWsMjY4f8nqw/npgYIDMdIALSZIEOOCFFsYES13hy289iwtOP37ydU/AhWfUXvf39wM4RLskSZIWzARLXeOKV5zMxqOWcfTyXl571hYuP+9kMpPBwUH6+vpYvnx52SFKkqSS2V1AC2UfLHWN3p4lbF1Xu0t11fmnADA6OuoAF5IkSSqMCZa6ypffetYhr0dGRhgfH2f58uX09vpxkCSpG3nXSkWyiaC62ujoKKOjo/a/kiRJkxzkQgthgqWuNjw8zNjYmCMISpIkqRAmWKqkiz51M++6/r7DLjc4OEhPTw8rVqxoQVSSJEmqOhMsdbWBgQF6enoc4EKSJEmFMMFS15o6RPvSpUvLDkeSJEkVYIKlrjU+Ps7o6CjLly9nyRI/CpIkdStHEVSRPKtU5YyNT3Df7n7+ec8QV1x/F2PjEw2XmzpEuyRJ6m5TRw50FEEthA/+UaVc9KmbuW93P4/tHwbgL2++n2/d9Qg/uuylM5YdHR1lbGyMlStXtjpMSZIkVZR3sFQ5Q6Pjh7wenPZ6crmhISYmJhzgQpKkLmcTQRXJBEuV8uW3nsUFpx8/+bon4MIzjm+47MEh2h3gQpIkSUUxwVLlXPGKk9l41DJWL13Ca8/awuXnndxwucHBQXp7e02wJEmSVBj7YKlyenuWsHXdKoaGhrjq/FOaLncwwerr62thdJIkqd05yIUWwjtY6kpjY2OMjY3R19dHT09P2eFIkiSpItoqwYqIV0fE3RExERHbp0x/QUTcUf+5MyIubLL+sRHxnYj4ef33Ma2LXp1kdHSU0dFRVqxYUXYokiSpjTjghRaqrRIs4C7gXwE/bDB9e2aeBrwM+FRENGre+D7ge5n5LOB79dfqQl9+61l88pUnNp3vM7AkSZK0GNoqwcrMezLzpw2mD2TmWP3lcqBZw9hXAp+v//154ILCg1QlHEywvIMlSZKkInXMIBcR8evA54AtwOumJFxTbczMhwEy8+GI2DDL9i4GLq6/HI6Iu4qOuU2tA3aXHUSLdFNZobvKa1mrq5vKa1mrq5vKa1nnZkuRgai9RatHSYmI7wKbGsy6LDOvry9zE3BJZu5osP5zqd2d+s3MHJo2b29mrp3y+onMPGw/rIjYkZnbD7dcFVjW6uqm8lrW6uqm8lrW6uqm8lpWaaaW38HKzJcucP17IqIfOAWYnoA9GhHH1e9eHQc8tpB9SZIkSdJ8tFUfrGYi4sSDg1pExBbgOcDOBot+HXh9/e/XA9e3JEBJkiRJos0SrIi4MCIeBM4CvhER36rPehFwZ0TcAVwH/GFm7q6v85kpQ7p/GPitiPg58Fv113Px6aLK0AEsa3V1U3kta3V1U3kta3V1U3ktqzRNy/tgSZIkSVJVtdUdLEmSJEnqZCZYkiRJklSQrk6wImJtRPx1RNwbEfdExFllx7SYIuI9EXF3RNwVEV+MiOVlx1SUiPhcRDw29XlmEXFsRHwnIn5e/33YIfs7QZOyfqx+HP9jRFwXEWtLDLFQjco7Zd4lEZERsa6M2IrWrKwR8UcR8dP65/ejZcVXpCbH8WkRcUtE3BEROyLiBWXGWJSIOCEibqx/z9wdEe+qT69qHdWsvJWrp5qVdcr8ytRRs5W1onVUs+O4kvWUitXVCRbwSeC/Z+Y24FeBe0qOZ9FExPHAO4HtmXkK0AP8frlRFeoa4GXTpr0P+F5mPgv4Xv11FVzDzLJ+BzglM08FfgZc2uqgFtE1zCwvEXECtcFsHmh1QIvoGqaVNSJeDLwSODUznwf8eQlxLYZrmPm+fhS4KjNPA66ov66CMeC9mflc4Ezg30bEyVS3jmpW3irWU83KWsU6qmFZK1xHNXtvq1pPqUBdm2BFxNHAbwKfBcjMkczcW2pQi68XWFEf8n4l8FDJ8RQmM38IPD5t8iupPZSa+u8LWhnTYmlU1sz8dmaO1V/eAjy95YEtkibvLcAngH8HVGakniZlfTvw4cwcri9Tief7NSlrAkfX/15DReqozHw4M2+r/72f2sW846luHdWwvFWsp2Z5b6FiddQsZa1qHdWsvJWsp1Ssrk2wgJOAXcB/iYjb68O9ryo7qMWSmb+kdlXpAeBh4MnM/Ha5US26jZn5MNQqSmBDyfG0ypuAb5YdxGKKiPOBX2bmnWXH0gLPBn4jIn4UET+IiOeXHdAiejfwsYj4BbX6qgp3OA4REVuB04Ef0QV11LTyTlW5empqWateR017XytfR00r77upeD2lhevmBKsXOAP4i8w8HeinOs0zZqi37X8lcCKwGVgVEa8tNyoVLSIuo9as4Qtlx7JYImIlcBm1phndoBc4hloTlT8BvhIRUW5Ii+btwHsy8wTgPdRbGFRFRKwG/gZ4d2buKzuexdasvFWsp6aWlVrZKltHNXhfK11HNShvpespFaObE6wHgQcz8+BVtb+mlnBV1UuB+zJzV2aOAtcCLyw5psX2aEQcB1D/XYlmC81ExOuBVwCvyWo/4O6Z1C4U3BkRO6k1M7otIjaVGtXieRC4Nmv+AZgAOr7DfBOvp1Y3AXwVqEzn8Yjoo3aS9oXMPFjGytZRTcpbyXqqQVkrW0c1eV8rW0c1KW9l6ykVp2sTrMx8BPhFRDynPuklwE9KDGmxPQCcGREr61eWXkKFB/Wo+zq1ipD67+tLjGVRRcTLgD8Fzs/MgbLjWUyZ+ePM3JCZWzNzK7Uv9zPqn+kq+hpwLkBEPBtYCuwuM6BF9BBwdv3vc4GflxhLYep17meBezLz41NmVbKOalbeKtZTjcpa1TpqluP4a1SwjpqlvJWsp1SsqMgFpCMSEacBn6FWGfxv4I2Z+USpQS2iiLgKuIha84Xbgbcc7JTa6SLii8A51K6aPQp8gFql/xXgGdQSzFdnZqPBEjpKk7JeCiwD9tQXuyUz31ZKgAVrVN7M/OyU+TupjY5ZhS/0Ru/tfwU+B5wGjACXZOb3SwqxME3K+lNqo7v2AkPAH2bmrWXFWJSIeBHwd8CPqV3dB/j31PpzVLGOalbe/0jF6qlmZc3MG6Yss5MK1FGzvK/fpZp1VLPy7qOC9ZSK1dUJliRJkiQVqWubCEqSJElS0UywJEmSJKkgJliSJEmSVBATLEmSJEkqiAmWJEmSJBXEBEuSJEmSCmKCJUmSJEkFMcGSpIqIiAMLWHdFRPwgInqazF8aET+MiN75bmt6XBHxhoj4T7OsP+d9SZLUbkywJEkAbwKuzczxRjMzcwT4HnDRQrd1OPPclyRJbcUES5IqJiL+OCLuqv+8e8r0yyPi3oj4TkR8MSIumbLaa4Dr68utjYhHpqx3a0SsAb5WX+5wJrc1h1jfFhF31H/ui4gb67Pmui9JktqKzS8kqUIi4teANwK/DgTwo4j4AdADvAo4nVrdfxtwa32dpcBJmbkTIDP3RsSqiOjLzFHgTuBU4H8Czz/M/g/ZVt2KiLhjyutjga/X93U1cHVE9AHfBz5eX+auw+1LkqR2ZIIlSdXyIuC6zOwHiIhrgd+g1mLh+swcrE//2ynrrAP2TtvOo8Am4BfANuDRzByPiJGIOCoz9zfZf6NtDWbmaQdfRMQbgO3Tlvkk8P3M/FuAOe5LkqS2Y4IlSdUS85wOMAgsnzbtIWBzRLwQ2J2ZP6tPXwYMzXNbs6onXFuAd0ybdbh9SZLUduyDJUnV8kPggohYGRGrgAuBvwP+HvjdiFgeEauB8w6ukJlPAD0RMTUxegi4AHgftUEriIinAbvqzQYbarKtpupNGi8BXpuZE1OmH3ZfkiS1I+9gSVKFZOZtEXEN8A/1SZ/JzNsBIuLr1PpT3Q/sAJ6csuq3qTUv/G799S+B3wPOzczd9WkvBm6YQxjTtzWbd1Drk3VjRADsyMy3zGNfkiS1lcjMsmOQJLVARKzOzAMRsZLana6LM/O2+rzTgT/OzNfNsv61wKWZ+dPD7Oew25pDrHPalyRJ7cY7WJLUPT4dESdT6yP1+YPJFUBm3h4RN0ZET6PnV9VHB/zaXBKew23rcOazL0mS2o13sCRJkiSpIA5yIUmSJEkFMcGSJEmSpIKYYEmSJElSQUywJEmSJKkgJliSJEmSVBATLEmSJEkqiAmWJEmSJBXEBEuSJEmSCmKCJUmSJEkFMcGSJEmSpIKYYEmSJElSQUywJEmSJKkglUuwIuKEiLgxIu6JiLsj4l1lxyRJkiSpO0Rmlh1DoSLiOOC4zLwtIo4CbgUuyMyflByaJEmSpIqr3B2szHw4M2+r/70fuAc4vtyoJEmSJHWD3rIDWEwRsRU4HfhRg3kXAxcDrFq16te2bdvW2uAkSZLUFW699dbdmbm+7DjUGpVrInhQRKwGfgB8KDOvnW3Z7du3544dO1oTmCRJkrpKRNyamdvLjkOtUbkmggAR0Qf8DfCFwyVXkiRJklSUyiVYERHAZ4F7MvPjZccjSZIkqXtULsEC/gXwOuDciLij/vPysoOSpMo455zaj9SuPEYllahyg1xk5t8DUXYckqQKOnjSftNNZUYhVYefKVVQFe9gSZIkqZN5F1IdzARLklSMdjshard4JEldwQRLkiRJkgpigiVJkiRJBTHBkiRJkqSCmGBJqj774kiSpBYxwZIkSdL8eOFKasoES5IkSZIKYoIlSSqHV8AlSRVkgiVJ03niL7UfP5cCjwN1BBMsSZLU3Txpl1QgEyxJmitPwiRJ0mGYYEmSJElSQUywJGmhvLMlSZLqTLAkSZIkqSAmWJIkSZJUEBMsSdL87dxZdgTS7DxGJZXEBEuSNH/33192BOXxxL0zdPMxKqlUJliSpMbKGryj3QcN8cRd3Wiun8sj+fw2u2jhxQx1KBMsSdLcXHklRMAPflB7HVH7ufLKp5Yp44RothM6T9C6y1yOUbWfZhctvJihDmWCJZWh3a/QS41ceSVkwtln115n1n6mnry22wlRUfF44t4Z5nKMdgK/I6SOZoIlSdLhVOXEXWoXzS5anHOOFzPU8UywJEnzt2XLU3+3292ddotH5Zh6jBbNO0wL1+yixU03eTFDHc8ES1J3sC9OsbZufervdru7s9jxLOaJu4oz9RiVpBYywZLUHdqtb5A6lyfuUk1RF66aXbTwYoY6lAmWJKk47XZC1G7xSFVS1IWrZhctvJihDmWCJak6pveLsC9O6833hGixm256giZJajETLEnVtZC+OPbZag2bbmo+/FyWzwtX0mGZYElSI574tx9HblOnfi6rdOy2w6A2JtpqcyZYkrpDo744R3LS4xf7wnkFXO3Iz3bn6NREW13DBEtSd5hLX5y5nPj7xb5w7XAFXJ2jVQm5n+35cxAZqSETLEk6yD5b3aVKzbaqzIS8fc1nEJmFft68860OYoIlSYfjna3F4xVwlcmT9s5hoq0OUmqCFRGvjoij6n+/PyKujYgzCtjuyyLipxHxTxHxvoVHKqnrTD3x94t98TiMuuaj6ITcz7akRVD2HazLM3N/RLwI+B3g88BfLGSDEdED/H/AvwROBv5NRJy84EgldZei+mxJKo4JucA732p/mVnaD3B7/fd/AP7PqdMWsM2zgG9NeX0pcOls6/T09OSaNWtyzZo1ecstt2Rm5jvf+c7JaVN/7r333szMfPOb39xw/q5duzIz86KLLmo4/6Dzzjtvxrx169ZNzj/33HNnzN+8efPk/DPPPHPG/K1bt07OP+2002bM37Zt2+T8bdu2zZh/2mmnTc7funXrjPlnnnnm5PzNmzfPmH/uuedOzl+3bt2M+eedd97k/Eb/m4suuigzM3ft2tVw/pvf/ObMzLz33nsbzn/nO9+ZmZm33HJLw/nvf//7MzPzhhtuaDj/Ix/5SGZmfulLX2o4/+qrr87MzKuvvrrh/C996UuZmfmRj3yk4fwbbrghMzPf//7355qentrPlPkeewUce2efnet6e2fMP+/YYzPPPnvmsVd/H2Yce9Pen8lj7/nPz/8QMWP77zz++EzojGOvwfzJY+/44w89Luv/hxnH3rT/z+Sxt379jON6zWzHXk9PruvtnXnsTdn+IcfeUUfN2P7WrVtr7+3ZZ8889np6ctuKFc2PvZ6ePG3Vqvkde9PKbr1X0LE3l3qvQb3ZtN6rL9v02Fszrd5bu3bGZ3vWeq+nJ7cuWzY5/7D13ooVM2Kftd7r6ckzjzrq0GNv2vZbfuxN+/+/8/jjM88+e+axV19uxrE3bf3JY++5z21Yb1z9rGdlnn32zGOvvp2WHnsN5s/3OxfYkSWec/vT2p+y72D9MiI+Bfxr4IaIWMbC76odD/xiyusH69MOEREXR8SOiNgxMTGxwF1K6hYfXlJ2tdla77N+VJfots/2kZhrfWC9oW4XmVneziNWAi8DfpyZP4+I44D/IzO/vYBtvhr4ncx8S/3164AXZOYfNVtn+/btuWPHjiPdpTR/B0dSuummMqOonmb/11ZM37mz80cSnF6+c86pNX+c/j0x3//PXPc3dXqj/2dRy891flHrqBjz+d8XdSx2yvKtML0+mO3zWES9UVQ90yYi4tbM3F52HGqNUi/XZOYA8BjwovqkMeDnC9zsg8AJU14/HXhogduUitfpJ+M6lH1DijXfURkdxVFV43eE1LHKHkXwA8CfUusnBdAH/NUCN/u/gGdFxIkRsRT4feDrC9ymVDxPCNWuHLxDKl+7fEc0qw+mJ4DWG9KkshscXwicD/QDZOZDwFEL2WBmjgHvAL4F3AN8JTPvXmCcktQ9yhq6er4naJ7QqZmbblr8JmTdcoepWX0w/a69Q95Lk8pOsEay1gksASJiVREbzcwbMvPZmfnMzPxQEduUCuEJoapgsU5e53uCVsYJXStO3NUZFuMOk98RUiWUlmBFRAD/rT6K4NqI+L+A7wL/uayYpEXnFT51Gp83I7VOu39HzLU+mE+94UULVVBvWTvOzIyIC6j1wdoHPAe4IjO/U1ZMkqRp5jN4R5EnSfNN7Bot70mbinbllXDVVU+9jqj9/sAH2icJWkxzrQ+KGPTHz686WGkJVt3NwN7M/JOS45BazzsDi6Nb+kVU3XxP0BzFUa1w5ZW1n2ZDkRfJ7wipY5WdYL0YeGtE3E99oAuAzDy1vJCkFvGEcHG0y8hbkrQQfkdIHavsBOtflrx/SVIn8Q6l2sV87zB57Epdo+wHDd/f6KfMmCR1oMONvDVbJ2pPejqLdyjVLuZ7h8ljV+oaZd/BkqSFW0i/CE96JGn+HIRCaqrs52BJkjS7xXw2kHcwtZh8rtWh/LypS5hgSaqWufSL8KSnPcz1+TeL+Wwg72BqMbX7c61azc+buoQJlqRqmUu/CE96JEnSIjHBkqTp5npnRa1XxLOBvIPZmTr9c9mtz7Uq+vPW6ceBuoIJlqTu1q0nPZ2qiGcDeQdT07XipL1bn2vl501dyFEEJXW3+Zz0dMNVUzuhS5K0ICZYkrRQVUq8uq0Tuncwpdbx86YuYRNBSVL36tZmW1IZ/LypS5hgSVK3a9YJ3eaCkiTNmwmWJHW7Zp3QvdosSdK8mWBJkiRJUkEc5EKS9BQ7oUtqZK6D+VRp0B/pCJlgSZKeMrVZYFknSvPdryd0kqQ2YoIllcETQklSM35HSB3NPliSJEmSVBATLEmSJEkqiE0EJUmS5sMmfJJm4R0sSZIkSSqICZYkSZIkFcQES5IkSZIKYh8sSdVhvwhJklQyEyxJUmcwgVan8tiVuooJlqTu5UmPJEkqmH2wJEmSJKkg3sGSJHUn72BKrePnTV3EO1iSJEmSVBATLEmSJEkqSKUSrIj4WETcGxH/GBHXRcTasmOSJEmS1D0qlWAB3wFOycxTgZ8Bl5YcjyRJkqQuUqlBLjLz21Ne3gL8XlmxSFLHsRO6JEkLVrU7WFO9Cfhms5kRcXFE7IiIHbt27WphWJIkSZKqquPuYEXEd4FNDWZdlpnX15e5DBgDvtBsO5n5aeDTANu3b89FCFWSJElSl+m4BCszXzrb/Ih4PfAK4CWZaeIkSZIkqWWiSjlIRLwM+DhwdmbOud1fROwHfrpogbWXdcDusoNokW4qK3RXeS1rdXVTeS1rdXVTeS3r3GzJzPVFBqP2VbUE65+AZcCe+qRbMvNtc1hvR2ZuX9Tg2oRlra5uKq9lra5uKq9lra5uKq9llWbquCaCs8nMXyk7BkmSJEndq8qjCEqSJElSS5lg1Xy67ABayLJWVzeV17JWVzeV17JWVzeV17JK01SqD5YkSZIklck7WJIkSZJUEBMsSZIkSSpIVydYEbE2Iv46Iu6NiHsi4qyyY1pMEfGeiLg7Iu6KiC9GxPKyYypKRHwuIh6LiLumTDs2Ir4TET+v/z6mzBiL0qSsH6sfx/8YEddFxNoSQyxUo/JOmXdJRGRErCsjtqI1K2tE/FFE/LT++f1oWfEVqclxfFpE3BIRd0TEjoh4QZkxFiUiToiIG+vfM3dHxLvq06taRzUrb+XqqWZlnTK/MnXUbGWtaB3V7DiuZD2lYnV1ggV8EvjvmbkN+FXgnpLjWTQRcTzwTmB7Zp4C9AC/X25UhboGeNm0ae8DvpeZzwK+V39dBdcws6zfAU7JzFOBnwGXtjqoRXQNM8tLRJwA/BbwQKsDWkTXMK2sEfFi4JXAqZn5PODPS4hrMVzDzPf1o8BVmXkacEX9dRWMAe/NzOcCZwL/NiJOprp1VLPyVrGealbWKtZRDcta4Tqq2Xtb1XpKBeraBCsijgZ+E/gsQGaOZObeUoNafL3AiojoBVYCD5UcT2Ey84fA49MmvxL4fP3vzwMXtDKmxdKorJn57cwcq7+8BXh6ywNbJE3eW4BPAP8OqMxIPU3K+nbgw5k5XF/msZYHtgialDWBo+t/r6EidVRmPpyZt9X/3k/tYt7xVLeOaljeKtZTs7y3ULE6apayVrWOalbeStZTKlbXJljAScAu4L9ExO0R8ZmIWFV2UIslM39J7arSA8DDwJOZ+e1yo1p0GzPzYahVlMCGkuNplTcB3yw7iMUUEecDv8zMO8uOpQWeDfxGRPwoIn4QEc8vO6BF9G7gYxHxC2r1VRXucBwiIrYCpwM/ogvqqGnlnapy9dTUsla9jpr2vla+jppW3ndT8XpKC9fNCVYvcAbwF5l5OtBPdZpnzFBv2/9K4ERgM7AqIl5bblQqWkRcRq1ZwxfKjmWxRMRK4DJqTTO6QS9wDLUmKn8CfCUiotyQFs3bgfdk5gnAe6i3MKiKiFgN/A3w7szcV3Y8i61ZeatYT00tK7WyVbaOavC+VrqOalDeStdTKkY3J1gPAg9m5sGran9NLeGqqpcC92XmrswcBa4FXlhyTIvt0Yg4DqD+uxLNFpqJiNcDrwBek9V+wN0zqV0ouDMidlJrZnRbRGwqNarF8yBwbdb8AzABdHyH+SZeT61uAvgqUJnO4xHRR+0k7QuZebCMla2jmpS3kvVUg7JWto5q8r5Wto5qUt7K1lMqTtcmWJn5CPCLiHhOfdJLgJ+UGNJiewA4MyJW1q8svYQKD+pR93VqFSH139eXGMuiioiXAX8KnJ+ZA2XHs5gy88eZuSEzt2bmVmpf7mfUP9NV9DXgXICIeDawFNhdZkCL6CHg7Prf5wI/LzGWwtTr3M8C92Tmx6fMqmQd1ay8VaynGpW1qnXULMfx16hgHTVLeStZT6lYUZELSEckIk4DPkOtMvjfwBsz84lSg1pEEXEVcBG15gu3A2852Cm100XEF4FzqF01exT4ALVK/yvAM6glmK/OzEaDJXSUJmW9FFgG7Kkvdktmvq2UAAvWqLyZ+dkp83dSGx2zCl/ojd7b/wp8DjgNGAEuyczvlxRiYZqU9afURnftBYaAP8zMW8uKsSgR8SLg74AfU7u6D/DvqfXnqGId1ay8/5GK1VPNypqZN0xZZicVqKNmeV+/SzXrqGbl3UcF6ykVq6sTLEmSJEkqUtc2EZQkSZKkoplgSZIkSVJBTLAkSZIkqSAmWJIkSZJUEBMsSZIkSSqICZYkSZIkFcQES5IkSZIKYoIlSRUREQcWsO6KiPhBRPQ0mb80In4YEb3z3db0uCLiDRHxn2ZZf877kiSp3ZhgSZIA3gRcm5njjWZm5gjwPeCihW7rcOa5L0mS2ooJliRVTET8cUTcVf9595Tpl0fEvRHxnYj4YkRcMmW11wDX15dbGxGPTFnv1ohYA3ytvtzhTG5rDrG+LSLuqP/cFxE31mfNdV+SJLUVm19IUoVExK8BbwR+HQjgRxHxA6AHeBVwOrW6/zbg1vo6S4GTMnMnQGbujYhVEdGXmaPAncCpwP8Enn+Y/R+yrboVEXHHlNfHAl+v7+tq4OqI6AO+D3y8vsxdh9uXJEntyARLkqrlRcB1mdkPEBHXAr9BrcXC9Zk5WJ/+t1PWWQfsnbadR4FNwC+AbcCjmTkeESMRcVRm7m+y/0bbGszM0w6+iIg3ANunLfNJ4PuZ+bcAc9yXJEltxwRLkqol5jkdYBBYPm3aQ8DmiHghsDszf1afvgwYmue2ZlVPuLYA75g263D7kiSp7dgHS5Kq5YfABRGxMiJWARcCfwf8PfC7EbE8IlYD5x1cITOfAHoiYmpi9BBwAfA+aoNWEBFPA3bVmw021GRbTdWbNF4CvDYzJ6ZMP+y+JElqR97BkqQKyczbIuIa4B/qkz6TmbcDRMTXqfWnuh/YATw5ZdVvU2te+N36618Cvwecm5m769NeDNwwhzCmb2s276DWJ+vGiADYkZlvmce+JElqK5GZZccgSWqBiFidmQciYiW1O10XZ+Zt9XmnA3+cma+bZf1rgUsz86eH2c9htzWHWOe0L0mS2o13sCSpe3w6Ik6m1kfq8weTK4DMvD0iboyInkbPr6qPDvi1uSQ8h9vW4cxnX5IktRvvYEmSJElSQRzkQpIkSZIKYoIlSZIkSQUxwZIkSZKkgphgSZIkSVJBTLAkSZIkqSAmWJIkSZJUEBMsSZIkSSrI/w83II2glBKlqwAAAABJRU5ErkJggg==\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "f=mcmc.plot_chain('s',log_plot=False)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "mcmc.save('test_run_mcmc.pkl')" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "ms=McmcSampler.load('test_run_mcmc.pkl')\n" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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4tej1WaEjeJW18QUAAEgbmjYAgMROPfXU0BG86nnUcaEjeJW18QUAAEgbmjYAgMTWrl0bOoJXmzesDx3Bq6yNLwAAQNrQtAEAJPbyyy+HjuDV+/PnhI7gVdbGFwAAIG1o2gAAEjv77LNDR/DqsIGDQ0fwKmvjCwAAkDY0bQAAib333nuhI3i1pnxZ6AheZW18AQAA0oamDQAgsTlzsrVcaNk780NH8Cpr4wsAAJA2NG0AAIkNHz48dASv+g06PXQEr7I2vgAAAGlD0wYAkFjWZmIsW8RMGwAAAPhD0wYAkNiCBQtCR/BqxZJ3Q0fwKmvjCwAAkDY0bQAAiY0YMSJ0BK+OGjIsdASvsja+AAAAaUPTBgCQ2MyZM0NH8GrR66+EjuBV1sYXAAAgbWjaAAASy9ojoXnkNwAAAHyiaQMASGzUqFGhI3g14IxsPU0pa+MLAACQNjRtAACJTZkyJXQEr9588enQEbzK2vgCAACkDU0bAEBi5eXloSN4tWHNqtARvMra+AIAAKQNTRsAQGJXXHFF6AheHT/sG6EjeJW18QUAAEgbmjYAgMQeeOCB0BG8mjV9cugIXmVtfAEAANKGpg0AILGPP/44dASvtmxcHzqCV1kbXwAAgLShaQMASOyaa64JHcGrk4ZfFDqCV1kbXwAAgLShaQMASGzcuHGhI3j13KMPho7gVdbGFwAAIG1o2gAAEtu6dWvoCF5VbN8WOoJXWRtfAACAtDHnXOgMtaJz585uyZIloWMAQKasXbtWrVq1qtVz3jF9Ya2erzZt3rBOjZu18HrNMUN6eL1evj0xvgCyw8yWOuc6h84BAHszZtoAABK76aabQkfw6qmH7godwausjS8AAEDa0LQBAAAAAABIIZZHAQASY3nUnsfyKAB7K5ZHAcDuY6YNACCxrC2fYXkUAAAAfKJpAwAAAAAAkEIsjwIAJMbyqD2P5VEA9lYsjwKA3cdMGwBAYllbPsPyKAAAAPhE0wYAkFjDhg1DR/Cqbv0GoSN4lbXxBQAASBuaNgCAxEaPHh06glcnnDMidASvsja+AAAAaUPTBgCQ2K233ho6glczJt0bOoJXWRtfAACAtKFpAwBIrGXLlqEjeNWoafPQEbzK2vgCAACkDU0bAEBiI0eODB3Bq6OHDAsdwausjS8AAEDa0LQBACQ2fvz40BG8en7yxNARvMra+AIAAKQNTRsAQGLt27cPHcGrZmVtQkfwKmvjCwAAkDY0bQAAiQ0dOjR0BK/6DDw5dASvsja+AAAAaUPTBgCQ2IQJE0JH8Oqlf0wKHcGrrI0vAABA2tC0AQAk1qVLl9ARvCpr3zF0BK+yNr4AAABpQ9MGAJDYoEGDQkfwqnvfY0JH8Cpr4wsAAJA2NG0AAIk9+OCDoSN49er0yaEjeJW18QUAAEgbmjYAgMR69uwZOoJXbTsfFDqCV1kbXwAAgLShaQMASKxfv36hI3jVsXuv0BG8ytr4AgAApA1NGwBAYpMmZetpSnNmPhE6gldZG18AAIC0oWkDAEgsazMxOnZjpg0AAAD8oWkDAEgsa4+E5pHfAAAA8ImmDQAgsalTp4aO4NXcF58JHcGrrI0vAABA2tC0AQAkduyxx4aO4NWBvbK1XChr4wsAAJA2NG0AAIm1atUqdASvGjdrHjqCV1kbXwAAgLQpuWljZt3M7DEzW29ma8xsopntV80xdc3s+2b2rJktN7OPzewlMxtWyf7nm9mbZrbFzN42s+/WsB4AgEfTpk0LHcGrBa++EDqCV1kbXwAAgLQpqWljZi0kzZC0v6TzJY2S9HlJfzezqs7RWNL1kl6TdKGkr0iaK+lRM/t2wTWGSfqjpOmSTpf0gKQ7zezy0ssBAPg0aNCg0BG86t736NARvMra+AIAAKRNvRL3u0RSe0kDnHMfSpKZLZb0iqShkh6t5LjNkro559bkbXvKzLpI+p6k+/K23yJpqnNuTPz1DDPrIGmsmd3jnNteYlYAAAAAAIC9XqnLo86UNCPXsJEk59wsSQslfbGyg5xzFQUNm5zZkj55bqqZdZXUW9FMm3wPSWojaWCJOQEAHs2cOTN0BK8WvT4rdASvsja+AAAAaVNq0+ZQRcuaCs2NX6up4yXNKzh/7nyF589/HQCQIqeeemroCF71POq40BG8ytr4AgAApE2pTZsySWuLbF8tqXVNLmhmIxXNnPl5wflVeA3n3DpJFcWuYWZXmdmS3MeGDRtqEgMAUAvWrl0bOoJXmzesDx3Bq6yNLwAAQNrU5JHfrsg2q8nFzOxYSXdL+r1z7pEi5yl2jeJhnLvdOdc599GsWbOaRAEA1IKXX345dASv3p8/J3QEr7I2vgAAAGlTatNmjT6dDZOvTNFsm2qZWS9Jf5f0rKKnT+XLnaOs4JgWkuqWeg0AgF9nn3126AheHTZwcOgIXmVtfAEAANKm1KbNPEU3Ci7UW5+9N01R8dOipkv6t6QvO+d2FDl/7nyF589/HQCQIu+9917oCF6tKV8WOoJXWRtfAACAtCm1afO4pJPiR3BLksysv6Sekh6r6kAza6+oYbNe0lnOuU2F+zjnFiu66fD5BS9dIGmVpBdLzAkA8GjOnGwtF1r2zvzQEbzK2vgCAACkTalNmwmSlkuaamZnmtm5kh6W9IqkKbmdzGysmbn4Ed4ys8aSnpTUWdINkg4xswF5Hw3zrvFDScPM7HYzO9HMfiDpUkljnXPbd7NOAMAeMHz48NARvOo36PTQEbzK2vgCAACkTUlNm/gpToMVNW4elnSfpJcUzZzZWcWh7SUdIamxpL8omjGT/7F/3jUelfQ1SadKmibpQklXOed+VaOKAADeZG0mxrJFzLQBAACAP/VK3dE5t0jSWdXsM1bS2LyvF6sGT5hyzv1J0p9K3R8AENaCBQtCR/BqxZJ3Q0fwKmvjCwAAkDY1eeQ3AACfMWLEiNARvDpqyLDQEbzK2vgCAACkDU0bAEBiM2fODB3Bq0WvvxI6gldZG18AAIC0oWkDAEgsa4+E5pHfAAAA8ImmDQAgsVGjRoWO4NWAM7L1NKWsjS8AAEDa0LQBACQ2ZcqU0BG8evPFp0NH8Cpr4wsAAJA2NG0AAImVl5eHjuDVhjWrQkfwKmvjCwAAkDY0bQAAiV1xxRWhI3h1/LBvhI7gVdbGFwAAIG1o2gAAEnvggQdCR/Bq1vTJoSN4lbXxBQAASBuaNgCAxD7++OPQEbzasnF96AheZW18AQAA0oamDQAgsWuuuSZ0BK9OGn5R6AheZW18AQAA0oamDQAgsXHjxoWO4NVzjz4YOoJXWRtfAACAtKFpAwBIbOvWraEjeFWxfVvoCF5lbXwBAADSxpxzoTPUis6dO7slS5aEjgEAmbJ27Vq1atWqVs95x/SFtXq+2rR5wzo1btbC6zXHDOnh9Xr59sT4AsgOM1vqnOscOgcA7M2YaQMASOymm24KHcGrpx66K3QEr7I2vgAAAGlD0wYAAAAAACCFWB4FAEiM5VF7HsujAOytWB4FALuPmTYAgMSytnyG5VEAAADwiaYNAAAAAABACrE8CgCQGMuj9jyWRwHYW7E8CgB2HzNtAACJZW35DMujAAAA4BNNGwBAYg0bNgwdwau69RuEjuBV1sYXAAAgbWjaAAASGz16dOgIXp1wzojQEbzK2vgCAACkDU0bAEBit956a+gIXs2YdG/oCF5lbXwBAADShqYNACCxli1bho7gVaOmzUNH8Cpr4wsAAJA2NG0AAImNHDkydASvjh4yLHQEr7I2vgAAAGlD0wYAkNj48eNDR/Dq+ckTQ0fwKmvjCwAAkDY0bQAAibVv3z50BK+albUJHcGrrI0vAABA2tC0AQAkNnTo0NARvOoz8OTQEbzK2vgCAACkDU0bAEBiEyZMCB3Bq5f+MSl0BK+yNr4AAABpQ9MGAJBYly5dQkfwqqx9x9ARvMra+AIAAKQNTRsAQGKDBg0KHcGr7n2PCR3Bq6yNLwAAQNrQtAEAJPbggw+GjuDVq9Mnh47gVdbGFwAAIG1o2gAAEuvZs2foCF617XxQ6AheZW18AQAA0oamDQAgsX79+oWO4FXH7r1CR/Aqa+MLAACQNjRtAACJTZqUracpzZn5ROgIXmVtfAEAANKGpg0AILGszcTo2I2ZNgAAAPCHpg0AILGsPRKaR34DAADAJ5o2AIDEpk6dGjqCV3NffCZ0BK+yNr4AAABpQ9MGAJDYscceGzqCVwf2ytZyoayNLwAAQNrQtAEAJNaqVavQEbxq3Kx56AheZW18AQAA0oamDQAgsWnTpoWO4NWCV18IHcGrrI0vAABA2tC0AQAkNmjQoNARvOre9+jQEbzK2vgCAACkDU0bAAAAAACAFKoXOgAAYO81c+ZMDR06NHQMbxa9Pkt9Pn+K12veMX2h1+vlm/LgZL3T5FBJ0pghPYLlAAAAyCpm2gAAEjv11FNDR/Cq51HHhY7gVdbqBQAASBuaNgCAxNauXRs6glebN6wPHcGrrNULAACQNjRtAACJvfzyy6EjePX+/DmhI3iVtXoBAADShqYNACCxs88+O3QErw4bODh0BK+yVi8AAEDacCNiAEBi7733XugIXq0pXxY6gldZqxdAGLNnzzZJjSVZ6CwA4ImTtLl///6uuh1p2gAAEpszJ1vLZ5a9Mz90BK+yVi8A/2bPnn1evXr1rpTUIXQWAPDso9mzZ9/Zv3//P1e1E00bAEBiw4cPDx3Bq36DTg8dwaus1QvAr9mzZx/RoEGDnx544IFbmzZtutqMiTYAssE5p40bN7Z6//33fzp79ux5/fv3r/RfQmnaAAASmzNnjgYMGBA6hjfLFs1X10OPCB3Dm6zVC8CvunXr/qBdu3auZcuWG0JnAQDfWrZsuaFdu3YNPvzwwx9IqvRfQrkRMQAgsQULFoSO4NWKJe+GjuBV1uoF4M/s2bPNzA5r0aIFDRsAmdWiRYsNZtYnvrdXUTRtAACJjRgxInQEr44aMix0BK+yVi8ArxpLalK/fv0doYMAQCjxfwObSGpU2T40bQAAic2cOTN0BK8Wvf5K6AheZa1eAF6ZJHEfGwBZlvffwEp7MzRtAACJ8cjvfVvW6gUAAEgbmjYAgMRGjRoVOoJXA87I1tOyslYvAABA2tC0AQAkNmXKlNARvHrzxadDR/Aqa/UCAACkDU0bAEBi5eXloSN4tWHNqtARvMpavQAAYM+49NJLO3Xq1OlwM+v/r3/9q9Kb7kpSp06dDu/WrdthvXr16t2rV6/ejzzySIvca6+//nrDI444olfXrl37HHHEEb3eeOONhqUcV9sqy1FVvqRo2gAAErviiitCR/Dq+GHfCB3Bq6zVCwAAdk+nTp0OL7b9nHPOWTtz5sz5HTt23FbKeR555JFF8+fPf2v+/PlvnXvuuety20eNGtXlO9/5TvnixYvfHDVq1PKLL764SynH1UYN+SrLUV2+JGjaAAASe+CBB0JH8GrW9MmhI3iVtXoBYHece+65XQ866KDDQufwqdSar7rqqo4NGzb8nI9M+bZv364ePXr0NrP+EyZMKCvlmLfeeqvB4MGDD27atOmRLVq0OGLYsGEHffjhh/Xy9znmmGN6mln/Yh/XX399h9x+jzzySItjjjmmZ+vWrfs1aNDgcx07djz8vPPO6/Luu+/Wr+1aa6qUOhctWlR/5MiRB/Tt27dXw4YNP2dm/ZNe7wtf+MLGgw8+ePvuZF66dGm9+fPnN/n2t7+9RpJGjRq1et68eU2WLVtWr6rjysvL6w4fPrxLbgbMdddd16Gq/ZPm+OCDDxLlq85uHQwAyLaPP/44dASvtmxcHzqCV1mrF0A63Pz4Wx1DXfuHZ/XmsXl7wGWXXbbii1/84lrf1/3xj3/cfs2aNSX/nXf16tV1TjnllJ6tW7fece+9976zefPmOjfeeGOnU0899eB//etf8+vWrStJuvvuu99bu3Zt3fxj77///jYPPfRQ26FDh37yP0crV66s179//w2XXXZZ+X777bdjwYIFjX7+85/vf8IJJzSfN2/e3GbNmrlaK7YGSq1z3rx5jf7+97+37tu378aGDRtufPXVV5v5ynj++ed327lzpwYMGLDhjjvuWNqmTZuKd955p0H79u235fLVq1dP7du33/bOO+806Nix445ix5WVlVWce+653a677roPzzzzzA1btmyxQw89tPfIkSNX9+rVq6RZP4Uqy7F48eJq8yVB0wYAkNg111wTOoJXJw2/KHQEr7JWLwBgz+jevfv27t2779Ysi5p699136992220df/azn73/3e9+t2spx9xxxx1tV61aVf/FF1+c36VLl+2S1L17960nnnjioX/4wx9ajRgxYq0k9e/ff0vhsVdeeeWBhxxyyOZjjz12c27bJZdcsjp/nzPPPHND165dt5177rmHTJs2rXnS5TuFFixY0KBXr16Hz58//42ePXtW24gotc7TTz99/cqVK+dI0vXXX9+hsqbNaaed1m3x4sWNJGn58uX1e/Xq1VuSGjRosPP111+fX9N6Zs6cOf/ggw/evnnzZrvooosOGDVq1AGPPPLI4iTHXXDBBavfeOONpldfffWBV199tSRpy5YtdbZt22Z7sobaxPIoAEBi48aNCx3Bq+cefTB0BK+yVi8A1IYpU6Y079WrV++GDRt+7pBDDjnsr3/962duhjpjxowm/+///b9DmjZtemSTJk2OPPnkk7vPnz+/Qf4+zzzzTNMhQ4Z0b9euXd/GjRsfefDBBx82duzY9hUVFZ/sk1ua9NhjjzU/9NBDezdq1OhzvXv3PvS5555rsmXLFrvwwgsPKCsr69emTZt+l112Waf8Y0vxpz/9qWWfPn0ObdSo0efKysr6felLX+q6dOnSov/oX13NIZZHXXrppQecfPLJa4cMGVLytNFp06a1OvbYY9fnGhmSNGjQoE1dunTZ+thjj7Wq7Lg33nij4Ztvvtlk+PDh1d7Bv23btjskqV69ep+ZZbNjxw6NHTu2fY8ePXo3bNjwc126dOnzs5/9rG2p2Wui1DpzM0aq8+STT76Tu49Mu3bttuf+nLTZkVtG1bhxYzd69OgVuWZRt27dtpWXlzfI/Szv2LFD5eXlDbp167atsuNmz57d5Fvf+tbyXKb58+e/9eGHH77Rt2/frUlrqCxH165dq8yXFE0bAEBiW7durX6nfUjF9t16z93rZK1eANhdq1evrn/ppZd2veSSS5bff//9i9q1a7ft/PPPP3j27NmNpKhhc9ppp/WqV6+eu+eee979zW9+8+7SpUsbnnLKKT03b978yb/8v/POOw369++/cdy4ce9NmjTp7QsuuGDlL37xi45XX311x8LrXX311QdcccUVH91///2Ltm/fXuerX/1q96997Wtdtm3bZvfdd9+7I0eOXPHrX/+6w913392m1Dr+/Oc/t7zgggsO3n///bfdf//9i2688cYlzz33XMtBgwb13LRp02dmKFRXc6l27typ7du3V/uxc+fOas/117/+tcULL7zQcvz48UtqkmHRokWNevXqtblwe48ePTb/+9//rrSe3/3ud23q1Kmjb33rW6uLvb5jxw5t3rzZZs+e3ej73/9+5969e28644wzPmkm7dy5U2eeeWb32267bf+vfOUrqydNmvTvc845Z/X1119/4L333lvSvXhqImmdPqxbt67OqlWr6krR92XixImte/fuvUmSOnXqtKNHjx6b77vvvjJJmjBhQutevXpt6tix447KjuvUqdO2GTNmtNiwYYNJ0dKwN998c7ee6FRZjgMOOKDSfLtzPZZHAQASu+GGG0JH8OoLX78sdASvslYvAOyudevW1f3tb3/7zvDhw9dJ0jnnnLOuS5cuh//oRz/af+rUqe9ee+21BxxyyCGbn3nmmbdzsxgGDRq0sWfPnof/8pe/3O+aa65ZIUkXXXTRmtw5d+7cqdNOO2391q1b7be//W37O++8c1n+9Z588sl3Bw4cuFmSnHP62te+dvC6devq/u1vf1ssSV/60pfWPfXUUy3/9re/lV1++eXVzgSRpJtvvrljr169Nk2bNm1RnTrRv/P36dNny5AhQ3rdc889bcaMGbOy1JpL/d796le/ajN69Oiu1e03bty4xVdccUWldWzatMmuuuqqA6+++uplXbp02b5gwYIGle1baN26dXVbtWq1y5SksrKyHQsXLmxc2XF/+9vfWh999NHrK1sCdsghhxyWW3pz2GGHbXriiSf+Xb/+p/ci/sUvftH26aefbvX4448vOO200zZI0tChQ9cvXLiw0f33379f/s+DFP1M5M+c2rFjh+U+b9/+aYS6desqN361UefuuOiiizo/9thjrVetWlV/yJAhPdu1a7ftrbfemidJgwYNOvjmm29edsIJJ2xasmRJvXPPPffgiooK7dy503r06LF5woQJ7+fOc88997w3cuTIrj/5yU86tWjRYsfEiRPflaTKjuvQocOO559/vnnv3r0Pa9Kkyc7GjRvvvPPOO9+vLGepKstR2fbdUXLTxsy6SRon6URJOyQ9LmmMc25lNccdJ+liSUdL6iXpOefciUX2u1/SyCKn+K5z7lel5gQA+HPTTTfp9ttvDx3Dm6ceuktD/+O60DG8yVq9ALC7GjduvDPXvJCkRo0auSFDhqydOXNmiw0bNtg///nPZtddd92SnTt3fjJjpGPHjtsPOeSQzbNmzWoqaYUkrVixou61117bcdq0aa3Ky8vrV1RUfDK7ZeXKlXX322+/Cklq06bNjlzDRpIOO+ywLZI0ZMiQz9wr5aCDDtry73//u6S/jH/88cd15s2b1+S6665bmv8X/lNOOWVjx44dtz3//PPN8ps2VdVc4rdNkjR8+PC1RxxxxLzq9uvRo0eV03yvv/76/evXr++uv/765TW5fo6Z7XJzYOcqv1/w008/3fT9999vOGbMmA8r2+cvf/nLoo8//rjuW2+91ej222/vMHjw4J4vv/zy/DZt2lRI0rhx4zoMHjx47cknn7whv+nSq1evLX/7299aF56vsgZXnz59+uR/XVWDq6Z1lmrp0qVvFNt+7733LpFUdObTzJkz3879uXfv3tvmzZv3VmXnP/LII7cUW7JU1XF/+tOf3qs2eJ7KaiglR2Xbd0dJTRszayFphqL/iJwvqbGkn0n6u5kNdM5VNUdtsKTPS5olqbou53uSzivYttudKQAAAADY08rKynZZBtG+ffvtK1asaLBixYp6FRUV+vGPf9z5xz/+cefC/Zo3b/7JzIfzzjuv66xZs5pfffXVy4444ojNZWVlFX/9619b/fKXv9w/f3lS8+bNP3O9hg0bumI5GjRo4LZu3fqZZU2VWblyZV3nnDp06LDLrJH99ttv+9q1az/zd8iqai7lejnt2rWraNOmzabq9qvqPisLFy5scPfdd3e455573lm/fn2d9evXK/eUp02bNtVZtWpV3VyjpJgWLVpUFHva1Nq1a+u1atWq6BKXBx54oE3Dhg3diBEj1hR7XZKOOuqoLZJ08sknbzzjjDPW9ezZs++dd965380331z++uuvN1y2bFmDZcuWNWjQoMEuj9Q+7LDDdvmeFDa4lixZUv+CCy44+A9/+MPbnTt3/mTcKmtwJakT4ZQ60+YSSe0lDXDOfShJZrZY0iuShkp6tIpjf+ycuyk+5klJVa2R2+Kce6nETACAwFgetW/LWr0AsLuK/UW4vLy8/n777be9TZs2FXXq1NEll1zy0XnnnbfLX/BbtmxZIUXLe2bOnNnquuuuW3LjjTd+Mltk8uTJrfZo+Nh+++1XYWb66KOP6he+tnLlyvrdu3f/zJOTqqq5JtetjeVRCxcubLht2zb71re+1b3wtTFjxnS99tpr3datW/9Z2bm7d+++ZcGCBbv8ffXf//53o6OOOmpj4fbt27fr8ccfLxs8ePDa1q1bV3+znega29u0abN90aJFDSXp/fffbyBJv//97xcVu2FtWVnZLk2mDh06VHTo0OGTZk5uCVj//v03l/L0qJrWibBKbdqcKWlGrmEjSc65WWa2UNIXVUXTpppZOACAvRjLo/ZtWasXAHbX5s2b60yaNKlFbrnQli1bbPr06a2OOeaY9S1atNh55JFHbpg/f37jE044YWlV56ioqFCjRo0+WauyY8cOFVsmsye0bNly56GHHrpp8uTJZTfffPNHuSVSTz/9dNNly5Y1OP744zcU5q2s5ppctzaWRw0YMGDTY489tjB/27Jly+pdcskl3UaPHv3hqaeeWuUjtk877bS1t956a6f333+/3oEHHrhDkp5//vkmixcvbvSjH/1olzF75JFHWq5Zs6beBRdcUNK9giRp7ty5DVesWFG/e/fuWyXpwAMP3CZJzZo123nCCSdUO9OoNtS0ztpw6aWXdpo6dWrrZcuWNfjnP/8598gjj9zlsek5nTp1Orxhw4Y7GzRo4CTplltuWZJ7PPrrr7/ecMSIEQflZgVNnDjx3cMPP/wzPxPf+9739r/ttts6Vned3VFZjlLy1VSpTZtDJU0ssn1u/Fpt6WpmayQ1k7RA0u3Oud/V4vkBAAAAYI9o0aJFxZVXXtll2bJlyzp06LDjV7/6VbtVq1bVu/HGGz+UpNtuu+2D0047reeQIUO6X3DBBavatm27Y+nSpfWfffbZ5oMHD15/0UUXrWnTpk1F3759N44fP75D27Zttzdr1mznXXfd1a6mj+zeHT/84Q+Xfe1rXzv4tNNO6/7tb3975UcffVTvlltu6dS9e/ctl1xyyWcaFNXVXKrC2SNJ7LfffhVnnXXWZ5pFuVkovXv33nz66ad/0nAaP358m9GjR3d97LHHFuaOufLKK1fce++97c4888xDfvCDHyzbsmWL3XDDDZ0PP/zwjRdccMHawuv94Q9/aN2qVasdX/7yl4s2g4YMGdL9yCOP3NSvX79NzZs33/nmm282uuuuuzq0b99+2+WXX75Skvr06bP1c5/73IbLL7+867vvvrusd+/eW9auXVt33rx5jZYtW9bgd7/73Qe78z0ppiZ1/v73vy+TpLlz5zbO/7pv376b+/fvX3JD5Jxzzll79dVXLx80aFCvUvZ/5JFHFhVruIwaNarLd77znfJRo0at+fWvf9364osv7vLSSy990qh7+eWXG7/88svN9t9//8SPwOzUqdPh1d3XprIc1eVLotSmTZmktUW2r5Z02O4EyPOapFcVNYKaS7pA0n1m1sY59/PCnc3sKklX5b5u2bJlLcUAAJSK5VH7tqzVCwC7q3Xr1ttvv/32D6699trOixcvbnTggQdu/cMf/rAod0+TQYMGbXrmmWfm//CHP+w4evTorlu2bKnTrl27bccee+yGz33uc5/cUPhPf/rTOxdffHGXK6+8smvTpk0rvvrVr64699xz11x99dVdfNRx3nnnfbxz5863f/KTn3QcMWJE98aNG+886aST1o4fP35JkyZNPnO32upqzjEr6ZY6QbVu3Xrn9OnTF15++eUHXHjhhd3q1q3rBg8e/PHdd9/9QeG9dD7++OM6//M//9Pq3HPPXZW7l1ChY445ZuOjjz5advfdd7ffsWOH7b///tvOOOOMNWPHjv2offv2FZJUp04dTZ06ddH3vve9Tnfcccf+K1eurN+qVasdvXv33nTJJZesCF3nhRde2K3Y12PGjPmwf//+y1SiL3zhC7u97Grp0qX15s+f3+Tb3/72GkkaNWrU6uuuu+7AZcuW1evYseOO7du36zvf+c6BDz744OIvfOELPXLHlZeX1/3ud7/beeHChY3Xrl1b7/zzz1/505/+9KPazvHBBx9UmS/p9ayUO0Sb2TZJP3LO3VKw/T5JxznnepZ0sfieNsWeHlXJ/o9IGiJpP+dclZ2yzp07uyVLit6MGgCwh1x11VW1vjzqjum79Y8Re9SU3/w0U8uF8usdM6RHNXsDwGeZ2VLn3C433JWk2bNnN61Xr97cPn36rK5bty63U9jH5R73XF5e/nroLAirU6dOhz/++OP/rm55VPPmzSt27typAQMGbLjjjjuWtmnTpuL5559vctFFF3VdsGDBJ0+J6tGjR+/f/e53i4877rhN3/ve9/Zv2rTpzh/96Efluev069dvywknnHDIdddd9+GZZ565YcuWLXbooYf2fuKJJ/7dq1evoj2G6mbaVJbjvvvuW1xVvmLnqqioqPPmm2+23rFjx2H9+/cv2tgqdabNGkWzbQqVKZpts6c8LOlLknpKqvaxWwAAvxo2bBg6gld169foQRh7vazVCwCoXatXr67zzDPPNHviiSfK+vXrxw1u91FHHHFErw8//HCX/2lo3rx5xdtvvz23puebOXPm/IMPPnj75s2b7aKLLjpg1KhRBzzyyCOLqzrmlVdeaTxjxowWL7/88oL87ZMnT27xxhtvNL366qsPvPrqqyVJW7ZsqbNt27bPTP067bTTui1evLiRJC1fvrx+r169ektSgwYNdtb2I7xrqtSmzTxJvYts7y3p/2ovTqV2/4HxAIBaN3r06NARvDrhnBGhI3iVtXoBICu2b6/6wU716+/y4KhE/u///q/pN77xje6HH374pjvvvLPW782CdHjttddqtalx8MEHb5ekxo0bu9GjR6/4yle+0l2SunXrtq28vLxBRUWF6tatqx07dqi8vLxBt27dtk2cOLHs/fffb9ilS5fDJam8vLzBqaee2uPiiy9e/q1vfWv5nXfeWeVSrieffPKd3J87dep0+Pz589+qbN/KcnTt2rXSfLvz/ahT4n6PSzrJzDrkNphZf0UzYB7bnQDVOF/SOknpnSsPABl26623ho7g1YxJ94aO4FXW6gWALFiwYEGDBg0a9K/qo7auddZZZ63fvHnzv1555ZUFvXv33q2/uCIb1q1bV2fVqlV1JWnnzp2aOHFi6969e2+SpE6dOu3o0aPH5vvuu69MkiZMmNC6V69emzp27Ljj2muvXbFixYrXly5d+sbSpUvfaN++/bZp06Yt7NSp07YZM2a02LBhg0nR7K8333xzt6aKV5bjgAMOqDTf7lyv1Jk2EyR9V9JUM/uRpEaS/lvSK5Km5HYys7GSbpR0kHNucbytraRB8S7tJTUwsy/HX890zq0wsy6SHpD0Z0lvK7oR8dclDZM0prr72QAAwsjaTeAbNW0eOoJXWasXALKgS5cu22fOnFnto7WB2pS7r9GqVavqDxkypGe7du22vfXWW/MkadCgQQfffPPNy0444YRNS5YsqXfuueceXFFRoZ07d1qPHj02T5gw4f3cee655573Ro4c2fUnP/lJpxYtWuyYOHHiu1Vd9+KLL179/PPPN+/du/dhTZo02dm4ceOdd9555/tVHVOKynLUNF8pSroRsSSZWXdJ4ySdKGmHotk3Y5xzK/L2GatdmzYnSppRyWlPcs49a2atJf1O0ucktZNUIWmOpPHOuT+Xko8bEQOAf4sXL1bXrl1r9ZxpvhHx6o+WqHWHovfU3Cfl18uNiAHUFDciBoCqlXIj4lKXR8k5t8g5d5ZzrplzrpVz7uv5DZt4n7HOOcs1bOJtz8bbin08G++z2jk3zDl3oHOukXOuqXPu86U2bAAAYYwfPz50BK+enzwxdASvslYvAABA2pTctAEAoFD79u1DR/CqWVmb0BG8ylq9AAAAaUPTBgCQ2NChQ0NH8KrPwJNDR/Aqa/UCAACkDU0bAEBiEyZMCB3Bq5f+MSl0BK+yVi8Ar5wklXp/TQDYF+X9N7DSe3vRtAEAJNalS5fQEbwqa98xdASvslYvAK82S9q0ffv2Up9mCwD7nPi/gRslbalsH5o2AIDEBg0aFDqCV937HhM6gldZqxeAP/3793fOubnr1q1rFjoLAISybt26Zs65uf3796902iGdbQBAYg8++KCOOOKI0DG8eXX6ZHXqfmjoGN5krV4AflVUVNyyfPnyRxs1atSsadOmm8wsdCQA8MI5p40bNzZZvny5VVRU3FLVvjRtAACJ9ezZM3QEr9p2Pih0BK+yVi8Av/r37//a7Nmz/3Px4sVjJHUInQcAPPtox44dt/fv339OVTvRtAEAJNavX7/QEbzq2L1X6AheZa1eAP7179//4dmzZ0+S1FgSU20AZIWTtLmqZVE5NG0AAIlNmjRJAwYMCB3Dmzkzn1DXQ48IHcObrNULIIz4Ly2bQucAgDTiRsQAgMQyN9OmW7ZmnmStXgAAgLShaQMASIxHfu/bslYvAABA2tC0AQAkNnXq1NARvJr74jOhI3iVtXoBAADShqYNACCxY489NnQErw7sla3lYFmrFwAAIG1o2gAAEmvVqlXoCF41btY8dASvslYvAABA2tC0AQAkNm3atNARvFrw6guhI3iVtXoBAADShqYNACCxQYMGhY7gVfe+R4eO4FXW6gUAAEgbmjYAAAAAAAApVC90AABAOtwxfWGNj5ny4GS90+TQPZAmnRa9Pkt9Pn9K6BjeZK1eAACAtGGmDQAgsZ5HHRc6glfUCwAAAJ9o2gAAEtu8YX3oCF5RLwAAAHyiaQMASOz9+XNCR/CKegEAAOATTRsAQGKHDRwcOoJX1AsAAACfaNoAABJbU74sdASvqBcAAAA+0bQBACS27J35oSN4Rb0AAADwiaYNACCxfoNODx3BK+oFAACATzRtAACJLVuUrZkY1AsAAACfaNoAABJbseTd0BG8ol4AAAD4RNMGAJDYUUOGhY7gFfUCAADAJ5o2AIDEFr3+SugIXlEvAAAAfKJpAwBILGuPhKZeAAAA+ETTBgCQ2IAzhoeO4BX1AgAAwCeaNgCAxN588enQEbyiXgAAAPhE0wYAkNiGNatCR/CKegEAAOATTRsAQGLHD/tG6AheUS8AAAB8omkDAEhs1vTJoSN4Rb0AAADwiaYNACCxLRvXh47gFfUCAADAJ5o2AIDEThp+UegIXlEvAAAAfKJpAwBI7LlHHwwdwSvqBQAAgE80bQAAiVVs3xY6glfUCwAAAJ9o2gAAEvvC1y8LHcEr6gUAAIBPNG0AAIk99dBdoSN4Rb0AAADwiaYNAAAAAABACtG0AQAklrXlM9QLAAAAn2jaAAASy9ryGeoFAACATzRtAAAAAAAAUoimDQAgsawtn6FeAAAA+ETTBgCQWNaWz1AvAAAAfKJpAwBIrG79BqEjeEW9AAAA8ImmDQAgsRPOGRE6glfUCwAAAJ9o2gAAEpsx6d7QEbyiXgAAAPhE0wYAkFijps1DR/CKegEAAOATTRsAQGJHDxkWOoJX1AsAAACfaNoAABJ7fvLE0BG8ol4AAAD4RNMGAJBYs7I2oSN4Rb0AAADwiaYNACCxPgNPDh3BK+oFAACATzRtAACJvfSPSaEjeEW9AAAA8ImmDQAgsbL2HUNH8Ip6AQAA4BNNGwBAYt37HhM6glfUCwAAAJ9o2gAAEnt1+uTQEbyiXgAAAPhE0wYAkFjbzgeFjuAV9QIAAMAnmjYAgMQ6du8VOoJX1AsAAACfaNoAABKbM/OJ0BG8ol4AAAD4RNMGAJBYx27ZmolBvQAAAPCJpg0AILGsPRKaegEAAOATTRsAQGJzX3wmdASvqBcAAAA+0bQBACR2YK9+oSN4Rb0AAADwqeSmjZl1M7PHzGy9ma0xs4lmtl8Jxx1nZg+Y2VtmttPMnq1i3/PN7E0z22Jmb5vZd0vNBwDwr3Gz5qEjeEW9AAAA8Kmkpo2ZtZA0Q9L+ks6XNErS5yX93cyqO8fgeN/XJL1TxTWGSfqjpOmSTpf0gKQ7zezyUjICAPxb8OoLoSN4Rb0AAADwqV6J+10iqb2kAc65DyXJzBZLekXSUEmPVnHsj51zN8XHPCmpUSX73SJpqnNuTPz1DDPrIGmsmd3jnNteYlYAgCfd+x4dOoJX1AsAAACfSl0edaakGbmGjSQ552ZJWijpi1Ud6JzbWd3JzayrpN6KZtrke0hSG0kDS8wJAAAAAACwTyi1aXOopLlFts+NX9tduXMUXmNuwesAgBRZ9Pqs0BG8ol4AAAD4VGrTpkzS2iLbV0tqXQs5yuLPn7mGc26dpIpi1zCzq8xsSe5jw4YNtRADAFATPY86LnQEr6gXAAAAPtXkkd+uyDarpRy58xS7RlHOududc51zH82aNaulKACAUm3esD50BK+oFwAAAD6V2rRZo09nw+QrUzTbZnflzvGZa8RPrapbS9cAANSy9+fPCR3BK+oFAACAT6U2beYpulFwod7xa7srd47Ca/QueB0AkCKHDRwcOoJX1AsAAACfSm3aPC7ppPgR3JIkM+svqaekx3Y3hHNusaKbDp9f8NIFklZJenF3rwEAqH1rypeFjuAV9QIAAMCnUps2EyQtlzTVzM40s3MlPSzpFUlTcjuZ2Vgzc/EjvHPb2prZl83sy5LaS/rkazNrm3eNH0oaZma3m9mJZvYDSZdKGuuc275bVQIA9ohl78wPHcEr6gUAAIBP9UrZyTm3zswGSxqnqFmzQ9HsmzHOuZ3VHH6YpL8UbMt9fZKkZ+NrPGpmX5P0X5Iuk7RE0lXOuV+VkhEA4F+/QaeHjuAV9QIAAMCnkp8e5Zxb5Jw7yznXzDnXyjn3defcioJ9xjrnLF7ulNv2bLyt2MezBcf/yTl3mHOuoXOuu3Nu/O4WCADYc5YtytZMDOoFAACATzV55DcAAJ+xYsm7oSN4Rb0AAADwiaYNACCxo4YMCx3BK+oFAACATzRtAACJLXr9ldARvKJeAAAA+ETTBgCQWNYeCU29AAAA8ImmDQAgsQFnDA8dwSvqBQAAgE80bQAAib354tOhI3hFvQAAAPCJpg0AILENa1aFjuAV9QIAAMAnmjYAgMSOH/aN0BG8ol4AAAD4RNMGAJDYrOmTQ0fwinoBAADgE00bAEBiWzauDx3BK+oFAACATzRtAACJnTT8otARvKJeAAAA+ETTBgCQ2HOPPhg6glfUCwAAAJ9o2gAAEqvYvi10BK+oFwAAAD7RtAEAJPaFr18WOoJX1AsAAACf6oUOAADYez310F0a+h/XhY7hTZbrvWP6wsBpImOG9AgdAQAAwBtm2gAAAAAAAKQQTRsAQGJZWz5DvQAAAPCJpg0AILGnHrordASvqBcAAAA+0bQBAAAAAABIIZo2AIDEsrZ8hnoBAADgE00bAEBiWVs+Q70AAADwiaYNACCxuvUbhI7gFfUCAADAJ5o2AIDETjhnROgIXlEvAAAAfKJpAwBIbMake0NH8Ip6AQAA4BNNGwBAYo2aNg8dwSvqBQAAgE80bQAAiR09ZFjoCF5RLwAAAHyiaQMASOz5yRNDR/CKegEAAOATTRsAQGLNytqEjuAV9QIAAMAnmjYAgMT6DDw5dASvqBcAAAA+0bQBACT20j8mhY7gFfUCAADAJ5o2AIDEytp3DB3BK+oFAACATzRtAACJde97TOgIXlEvAAAAfKJpAwBI7NXpk0NH8Ip6AQAA4BNNGwBAYm07HxQ6glfUCwAAAJ9o2gAAEuvYvVfoCF5RLwAAAHyiaQMASGzOzCdCR/CKegEAAOATTRsAQGIdu2VrJgb1AgAAwCeaNgCAxLL2SGjqBQAAgE80bQAAic198ZnQEbyiXgAAAPhE0wYAkNiBvfqFjuAV9QIAAMAnmjYAgMQaN2seOoJX1AsAAACfaNoAABJb8OoLoSN4Rb0AAADwiaYNACCx7n2PDh3BK+oFAACATzRtAAAAAAAAUoimDQAgsUWvzwodwSvqBQAAgE80bQAAifU86rjQEbyiXgAAAPhE0wYAkNjmDetDR/CKegEAAOATTRsAQGLvz58TOoJX1AsAAACfaNoAABI7bODg0BG8ol4AAAD4VC90AACAdMf0haEjJLKmfFnoCF5RLwAAAHxipg0AILFl78wPHcEr6gUAAIBPNG0AAIn1G3R66AheUS8AAAB8omkDAEhs2aJszcSgXgAAAPhE0wYAkNiKJe+GjuAV9QIAAMAnmjYAgMSOGjIsdASvqBcAAAA+0bQBACS26PVXQkfwinoBAADgE00bAEBiWXskNPUCAADAJ5o2AIDEBpwxPHQEr6gXAAAAPtG0AQAk9uaLT4eO4BX1AgAAwCeaNgCAxDasWRU6glfUCwAAAJ9o2gAAEjt+2DdCR/CKegEAAOATTRsAQGKzpk8OHcEr6gUAAIBPNG0AAIlt2bg+dASvqBcAAAA+0bQBACR20vCLQkfwinoBAADgE00bAEBizz36YOgIXlEvAAAAfKJpAwBIrGL7ttARvKJeAAAA+FRy08bMupnZY2a23szWmNlEM9uvxGNPMbNZZrbFzD4wsx+ZWd2Cfe43M1fk4/KaFgUA8OMLX78sdASvqBcAAAA+ldS0MbMWkmZI2l/S+ZJGSfq8pL+bWZXnMLOjJf1D0kJJZ0j6b0nfjz8Xek/SwIKPv5SSEQDg31MP3RU6glfUCwAAAJ/qlbjfJZLaSxrgnPtQksxssaRXJA2V9GgVx46VNFfSN5xzOyU9Y2aNJd1iZj93zpXn7bvFOfdSzUoAAAAAAADY95S6POpMSTNyDRtJcs7NUjR75ouVHWRmDSSdIunPccMm5yFJ9SWdWuPEAIDUyNryGeoFAACAT6U2bQ5VNFum0Nz4tcp0l9Sg8Ni4+bOmyLFd4/vlbDezN83swhLzAQACyNryGeoFAACAT6UujyqTtLbI9tWSDqvmOFVxbOu8r1+T9KqiBk9zSRdIus/M2jjnfl5iTgAAAAAAgH1CqU0bSXJFtlk1x+Rer/ZY59ydBa9PNbN6kn5oZuOcc5957qiZXSXpqtzXLVu2rCYKAKC2ZW35DPUCAADAp1KXR63Rp7Nm8pUpmjFTmdV5+9X0WEl6WNGsm56FLzjnbnfOdc59NGvWrJpTAQBqW9aWz1AvAAAAfCq1aTNPUu8i23vHr1VmkaRthceaWQdFTZuqjs1XbKYOACCwuvUbhI7gFfUCAADAp1KbNo9LOilutkiSzKy/ohkwj1V2ULykabqk88wsfznUBZK2S5pWzXXPl7RO0VOqAAApc8I5I0JH8Ip6AQAA4FOpTZsJkpYrus/MmWZ2rqKlS69ImpLbyczGmpkzs655x94kqY+kiWZ2kpldFm8b75wrj4/rYmbPmtl/mNkpZnaOmT0iaZikGwvvZwMASIcZk+4NHcEr6gUAAIBPJd2I2Dm3zswGSxqnqFmzQ9HsmzHOuZ3VHPuKmZ0p6aeSnpC0UtJtiho3OesVPWHqekntJFVImiPpfOfcn2tSEADAn0ZNm4eO4BX1AgAAwCdzbt+4XUznzp3dkiVLQscAgETumL53rgJd/dESte7QOXQMb6g3vDFDeoSOAKBEZrbUOZeu/4gAwF6mJo/8BgDgM56fPFFD/+O60DG8od7w0tDgpHEEAAB8KfWeNgAA7KJZWZvQEbyiXgAAAPhE0wYAkFifgSeHjuAV9QIAAMAnmjYAgMRe+sek0BG8ol4AAAD4RNMGAJBYWfuOoSN4Rb0AAADwiaYNACCx7n2PCR3BK+oFAACATzRtAACJvTp9cugIXlEvAAAAfKJpAwBIrG3ng0JH8Ip6AQAA4BNNGwBAYh279wodwSvqBQAAgE80bQAAic2Z+UToCF5RLwAAAHyiaQMASKxjt2zNxKBeAAAA+ETTBgCQWNYeCU29AAAA8ImmDQAgsbkvPhM6glfUCwAAAJ9o2gAAEjuwV7/QEbyiXgAAAPhE0wYAkFjjZs1DR/CKegEAAOATTRsAQGILXn0hdASvqBcAAAA+0bQBACTWve/RoSN4Rb0AAADwiaYNAAAAAABACtULHQAAQrpj+sLQEfZqi16fpT6fPyV0DG+oFwAAAD4x0wYAkFjPo44LHcEr6gUAAIBPNG0AAIlt3rA+dASvqBcAAAA+0bQBACT2/vw5oSN4Rb0AAADwiaYNACCxwwYODh3BK+oFAACATzRtAACJrSlfFjqCV9QLAAAAn2jaAAASW/bO/NARvKJeAAAA+ETTBgCQWL9Bp4eO4BX1AgAAwCeaNgCAxJYtytZMDOoFAACATzRtAACJrVjybugIXlEvAAAAfKJpAwBI7Kghw0JH8Ip6AQAA4BNNGwBAYotefyV0BK+oFwAAAD7RtAEAJJa1R0JTLwAAAHyiaQMASGzAGcNDR/CKegEAAOATTRsAQGJvvvh06AheUS8AAAB8omkDAEhsw5pVoSN4Rb0AAADwiaYNACCx44d9I3QEr6gXAAAAPtG0AQAkNmv65NARvKJeAAAA+ETTBgCQ2JaN60NH8Ip6AQAA4BNNGwBAYicNvyh0BK+oFwAAAD7RtAEAJPbcow+GjuAV9QIAAMAnmjYAgMQqtm8LHcEr6gUAAIBP5pwLnaFWdO7c2S1ZsiR0DAAlumP6wtARUAs2b1inxs1ahI7hDfVCksYM6RE6ArBXMLOlzrnOoXMAwN6MmTYAgMSeeuiu0BG8ol4AAAD4RNMGAAAAAAAghVgeBSAIlkftG7K2fIZ6kSYs00LasTwKAHYfM20AAIllbfkM9QIAAMAnmjYAAAAAAAApxPIoIGNYloTalLXlM9SLNGF5FNKO5VEAsPuYaQMASCxry2eoFwAAAD7RtAEAJFa3foPQEbyiXgAAAPhE0wYAkNgJ54wIHcEr6gUAAIBPNG0AAInNmHRv6AheUS8AAAB8omkDAEisUdPmoSN4Rb0AAADwiaYNACCxo4cMCx3BK+oFAACATzRtAACJPT95YugIXlEvAAAAfKJpAwBIrFlZm9ARvKJeAAAA+FQvdAAAwN6rz8CTQ0fwinqRJndMXxg6giRpzJAeoSMAALDPYqYNACCxl/4xKXQEr6gXAAAAPtG0AQAkVta+Y+gIXlEvAAAAfKJpAwBIrHvfY0JH8Ip6AQAA4BNNGwBAYq9Onxw6glfUCwAAAJ9o2gAAEmvb+aDQEbyiXgAAAPjE06MAAIl17N4rdASvqBfYFU+xAgBgz2GmDQAgsTkznwgdwSvqBQAAgE80bQAAiXXslq2ZGNQLAAAAn2jaAAASy9ojoakXAAAAPnFPG8CTtKz5B2rT3Bef0cH9jg0dwxvqBdIrLe+z3FsHAFCbSm7amFk3SeMknShph6THJY1xzq0s4dhTJP1U0uGSVkj6naSbnHMVBfudL+kHkg6WtETSOOfcL0vNmAb8D0M6pWVcgH3Ngb36hY7gFfUCAADAp5KaNmbWQtIMRQ2X8yU1lvQzSX83s4HOuZ1VHHu0pH9I+oukayX1lnSrpKaSvpe33zBJf5R0p6TvSjpO0p1m5pxzv6ppYUgHmiXAvq1xs+ahI3hFvQAAAPCp1Jk2l0hqL2mAc+5DSTKzxZJekTRU0qNVHDtW0lxJ34ibO8+YWWNJt5jZz51z5fF+t0ia6pwbE389w8w6SBprZvc457bXoK7Mo1kCwIcFr76gXkcdHzqGN9QLAAAAn0q9EfGZkmbkGjaS5JybJWmhpC9WdpCZNZB0iqQ/F8zGeUhSfUmnxvt1VTQD548Fp3hIUhtJA0vMCQDwqHvfo0NH8Ip6AQAA4FOpM20OlTSxyPa58WuV6S6pQbzfJ5xzH5rZmrxjc58/s1/e14dKeq7ErAAAAEAQaZjtzL0NAWDfUepMmzJJa4tsXy2pdTXHqYRji+7nnFsnqaKaawAAAln0+qzQEbyiXgAAAPhUk0d+uyLbrJpjcq9Xd2xV+xU/sdlVkq7K21RhZh+VenwNNJO0YQ+cF8kwHunCeKRHsLGY+bf7Q1w2mBLr3Wd+N/aR8d1nxmMfwXjsYVdVv0vOnh6Ltnvw3ACQCaU2bdbo09kw+coUzZipzOq8/ao6Nn+/pbkd4qdW1S12Defc7ZJurzJ1LTCzJc65znv6OigN45EujEd6MBbpwnikC+ORLoxHejAWAJB+pS6PmqfoRsGFesevVWaRpG2Fx8ZPhSrLOzb3ufAavQteBwAAAAAAyIRSmzaPSzopbrZIksysv6Sekh6r7CDn3DZJ0yWdZ2b5y6EukLRd0rR4v8WKbjp8fsEpLpC0StKLJeYEAAAAAADYJ5TatJkgabmkqWZ2ppmdK+lhSa9ImpLbyczGmpmLH+Gdc5OkPpImmtlJZnZZvG28c648b78fShpmZreb2Ylm9gNJl0oa65zbnrTAWrDHl2ChRhiPdGE80oOxSBfGI10Yj3RhPNKDsQCAlDPnSrv3r5l1lzRO0omSdiiafTPGObcib5+xkm6UdFA8eya3fYiknypq3qyU9DtJNznndhRc43xJ/yXpYElLJI1zzo1PVhoAAAAAAMDeq+SmDQAAAAAAAPwpdXkUAAAAAAAAPNrnmzZmdqqZPWtmy81sq5m9Z2a/NbNOefuMMrMnzGyZmW0ws3+Z2bcLbp5c2fnvj+/jU/hx+Z6tbO9U4nh8s5Lv6V9LvMb5ZvammW0xs7fN7Lt7rqK9W4njsbiS8XBmdl415+f3IyEzq2dmrxf7PpvZ5+Jx22Rm5Wb2SzNrUuJ5+f1IoLLx4P3DvyrGgveOAKoYD947PLDoPpDFvlevFuzH+wYA7KXqhQ7gQWtJL0sar+hJVIdIukHSYDPr45zbrOg+OtMk/VbSx5JOjf/cVdENkqvznqTC/wF5tzbC74NKGY+cMyWtzvt6VXUnN7Nhkv4o6U5J35V0nKQ7zcw5535VGwXsY0oZj3MkNSw47hpJZyl6Olx1+P1IZrSktoUbzayLpGcUjdswSftL+kX8+ctVnZDfj91SdDzE+0cIlY1FDu8dflU2Hrx3+HWRoiex5mzI/YH3DQDYyznnMvch6QuSnKRT46/bFtnnXknrJdWt5lz3S5ofuqa9+aPIeHwz/rpDgnPNlTSlYNtdim6AXT90rXvDR+F4FHm9rqRlkqaWcC5+P5KNQSdJ6ySNiMfivLzX7pL0oaQmedu+Eu93ZDXn5fej9seD94/0jAXvHSkajyL78t6xZ8bgxPh7P6CKfXjf4IMPPvjYiz/2+eVRlcj9q9sOSXJ5T8DKM1tSM0ktfIXKsM+MR1IWPWq+t6J/Ecr3kKQ2kgbuzvkzpLrxGKzoX+ce8hMnk8ZJmirpuSKvnSlpsnNuU962RyVtlPTFyk7I78duqXQ8eP/wrqrfjUT43dgtNRkP3jvC4X0DAPZimWnamFldM2toZr0l/VzSPyXNrOKQ4yV9JGltCafvamZrzGx7vOb3wt1PvG8rcTxeM7MKM3vfzH5mZo2qOe2h8ee5BdvnFryOAjX8/fi6on9ZnVri6fn9qAEzO03RbKfvF3mtiaQuKvgZd87tkLRQVf+M8/uRQFXjUQXeP/aAGowF7x0eJPjd4L1jz5oS/9x/ZGb3mFmZxPsGAOwLsnBPm5y5knrGf54t6cz4DWsXZnaSpK9KusY5V90z0V+T9Gp8/uaSLpB0n5m1cc79vDaC76OqGo8PJY2V9Iqk7ZJOlnSVpMMV/WtRZcriz2vzNzrn1plZhaL7t6C4kn4/zKyxovsU/NU5t6WE874mfj9KFv/l8leSfuSc+zD+V858reLPa4scvlpV/4zz+1FDJYxHsWN4/9gDShwL3js8qenvBu8de9THiu5PM1PRfWwGSrpO0jFmdox43wCAvV6WmjbnKnrj76nozexpM/u8c+7j/J3MrLukhxXdsO3O6k7qnCvcZ6qZ1ZP0QzMb55zbVgvZ90WVjodzbpqiG3vm/I+ZLZM03swGOuderOScuae1VPcXJeyqpN8PSUPj/Uqa3s7vR41dL2mbohtDF1PVz3h1Tyvi96PmqhuPz+D9Y4+qdix47/CqRr8b4r1jj3HO/UvSv/I2PWtmbyqa0fRlfbp0jfcNANhLZWZ5lHNurnPuJefcA5JOUfSX01H5+5hZB0X/w/eBpC855yoSXu5hffoXYBRRyngUeDj+fFQV++SeFlKWv9HMWii6AeLqXY6ApBqNx9clLZH07G5cjt+PIuKne1yj6IlDTc2slT69J0oTM2spaU38ddmuZ1CZqv4Z5/ejBkocj/z9ef/YQ2o6FgV476hlCceD9w6/Hld0v5qjxPsGAOz1MtO0yeecW6LofgPdc9vitb/TFP1rwunOufW1calaOMc+r9h4FNut4HMx8+LPvQu29y54HVWobDzMbD9F9y/4k3NuZ21cqhbOsS85SNHjcf+q6H+y10iaE792n6Ty+CaS76ngZzz+F+geqvpnnN+Pmql2PHI78v6xx5U8FkXw3lH7ajQevHcE5XjfAIC9X5aWR30insLeUdKi+Oumkv4hqa2k45xzy3fzEucrutnewt08TyYUjkclvhZ/nlXZDs65xWY2V9H3f1LeSxcoeiJSZVPjkaeK8fiqpPra/Sd/8PtR3GuSTirY1kHSnyTdLOl/4m2PS/qSmV3tnNscbxsqqamkxyo7Ob8fNfaaShgP3j+8eE2l/W4Uw3tH7XtNNRsP3jv8O1vRe0Lu5573DQDYi+3zTRsze1TRjVVfV3SDtt6Svqdomu598W6PSDpG0qWS2plZu7xTvOWcWxef635JI51zFn/dRdIDkv4s6W1F03a/LmmYpDGsud5VKeNhZk8puifEm4puJnmKpNGSpjjnXs471/3KG4/YDyX9zcxuV7Se+/8pGtcrnXPb92hxe6ESfz9yvi7pDefc65Wc637x+5GYc26tCpYO5N3c8y3nXO6+BD9X9H181MxuU/QI3V9IeiS+t0Hu2PvF70diNRgP3j/2sFLHgvcOP2rwu5HDe8ceZGYPSXpH0VMfczcivkbRjZwfiXfjfQMA9mL7fNNG0kuK/pXn+4rqfV/Rm9h/O+dya3FPjT/fU+T4k1T5Guz1iu6of72kdpIqFE0RPt859+dayL4vKmU83pL0LUmdFP3r3DuSbpJ0a3Und849amZfk/Rfki5T1Hy4yjn3q1quY19RynjIzLpJGiDp2hqcm9+PPcA5956ZDZZ0h6L/gd6g6C83/1nCsfx+1D7eP9KD946U4b3Di7mKZpRdKamRop/deyTdlHsKJO8bALB3s+qfSAoAAAAAAADfMnkjYgAAAAAAgLSjaQMAAAAAAJBCNG0AAAAAAABSiKYNAAAAAABACtG0AQAAAAAASCGaNgAAAAAAAClE0wYAAAAAACCFaNoAyBwzu9/M5ofO4ZuZOTP7z9raL953ppn9V97XY81sy+7k9CnOe1wtnu9zZvZ/ZrYx/j4eUYvnHmZml9fW+Yqc/5tmNrbI9pvNbPqeui4AAAAqR9MGAFBooKQHq9vJzM6Q1FfS+D2eaM+5UVKtNW0k/UZSQ0lfVPR9XFiL5x4mqVabNmbWwczGmFm9vG1mZiPNrG+86U5JA83s5Nq8NgAAAKpH0wYA8BnOuZecc8tK2PUqSQ8759bt6UxxI6HRnr5OLThU0t+dc8/E38dNoQNVxswaS9ooqUzSC4qaTIdKelrSMZLKJck5t0rSo5KuDBIUAAAgw2jaAMgsMzvZzF4zsy1m9qaZnVZkn9PM7H/NbJOZrTGziWa2X8E+t8TnWW9mH5nZ42bWs2Cf+81svpmdZGb/MrPNZvZPMzvKzBqY2Z1mtsLMys3sp2ZWo/8+m9lZZjYrPu9KM3vAzNoV2bVOvNzlo3gJzyOF+5WyPMrMDpQ0WNKfa5IzPrazmf3JzFbHeV8ysyEF++S+X6eY2WxJWySdF7/WM869Jj5+RuEyJDNbbGa/MbOLzOydeGyeMrOu+XXGf/xpXLMzsxPjJVOuko+uKiI+zklqJumH8b7Pxq+dbmZPxmO7IR7/EUXO0cLM7jCz98xsq5m9b2a/y30/JI2U1DMvy/15x1Y7/vExP4jHf5mkjc659c65GyRdJOkrkoZKusU5d5lzrjzv8IclnW5mHYrVDwAAgD2Dpg2ArGon6XeSfinpy5KWSZpqZr1zO5jZMEl/l7Qo3ucyRUtpJhecq4OknytaEvMfkupJ+r/C5k58zXGSfhGfr4Gkv0n6bfznCyTdLek/JX291ELM7ExJUyUtic97jaRTJc0oMjvlO4pmUVwk6QpJJ8QZauoUSTslvVyTg8ysmaSZir6PYxQ1ClZJesLMTirYvb2i5UZ3STpN0ktx0+T/JHWSNEpRvTslPWtmbQuOP13R9/RKSRdL6iPpD3mvD4w//zr+80BJ/5R0b97XAyV9XtJrkpZLWl1Jaf+M990m6b74z9+JXztI0jRFTZehkqZIus/MLsz7vjRQNMPlW4qWm52h6OegZbzLzZL+Iem9vFw3x8fWZPwvk9Qv/n58xcyamtkNin4G/xJn+4GZjSv4+f1fSXUlFY4RAAAA9qB61e8CAPukMkkXOOeekCQze0rSO5J+IOkCMzNJt0ua7Jz7ZFaEmc2T9E8zO80596QkOee+nfd6XUV/QV8uabiihkD+NU9yzs2J9zVJj0lq6ZwbGe/zlJmdpaiZUe19ZWI3KWoqfMk55/Jy/p+ipsV9efs6SV90zm2L9/tQ0t/NbIhzriY3mz1G0tvOuc01OEaKmhLdJB3pnHstzvAPSW/GdRyft2+rOOsLuQ3x7JKNkk52zm2Mtz2jqLF2taJGR04DSWfkMppZK0l3m1kn59xS59xL0RDoA+fcS3nHrVPUAMld80eSesfXLLoULN7+UjzbZkn++Zxzn/wMxDOoZkrqqKjB97v4pRGSjpI0yDn3XN6p/xifY5GZrZC0pSCrVLPxXy9pmHNuZ7zf/vG24xU1CrsqmtE0UlFjbGV8/TVm9r6kYyX9qdj3AAAAALWPmTYAsmpjrmEjSXETY6qkAfGmQxTNkPizmdXLfUh6Q1FD5pjcsfHylxfMbI2kHZI2KVom06PgmuW5hk0sd5PaaQX7LZR0QClFxDNXjlR0b5ncch85515UNCvjhIJDpuYaNrEn4rwDVDP7S1pRw2OkqDkwP9ewkaS4gTBJ0gAzq5+378f5DZvYFxSN09a8Mdmu6J4sxxTs+1xBU+mt+HNJ31tJMrPhkn4o6bJcFjOrk/8zYdUsZYuXg/3ezJbEWbcrmumS//NxiqIm2HPFzlHFuWs6/k/kGjbxfh865+5wzu3I2+acc/cX/KxKUQOH5VEAAAAe0bQBkFXFGg7limZASFJuqc0kffoX7dxHO0kHSpKZHa2oibBG0oWKltIcHZ+/cGnK2oKvc82TNUW2l3rT3VaSTNJHRV77SFLrgm3L87+I/6K/XJ/WXapG+jR/TbRW5VnrSWqRt628yH5tFS3xKRyTrygekzzFvq9Sid9bM+sv6X5Jv3TO3Zv30g0F1/7drkd/co46imZTnSzpx4qaM0fHx+TnaCNpaSm5CrRSzca/2PdUkhQ3asZWca0tkhrXMB8AAAB2A8ujAGRV4f1PpOgeKh/Gf14Vfx6taJlJoZXx52GKZqqck5utEM/+KKu1pFVbq2jJU7EZEB0kLSjYVnhzWou3faiaWa1dZxKVetzhRbZ3UDRLKX/5kSuy3ypFM5N+WeS1rQnyFGVmHRXd3+V/FT0lK98ESY/nfb1Slesu6QhJw51zf8k7f92C/VYqWh5VU2tVs/Ev9j0tVVmR8wEAAGAPYqYNgKxqaman576IbwR7tqTc/UIWSHpf0iHOuVeLfCyO92uiaAbHzrxzny9PTXHn3AZJ/5I0PG7ASJLMbICkLpIKl9ucHdeac7qiGgrvk1Kd+YqWj9XU85J6Wd7TnuLZKF+R9JJzbns1xz8lqa+k14qMyRsJ8mxXwcwbix6FPVnSZkXNlor8151zyyr5WSimSfx5S975Wyj6Wcv3P5IONrPC5Uz5dpmBlWD8E4nH6EDRtAEAAPCKmTYAsmqNpN/EN5ktV/QkpfaSbpGiZUNmdoWkv5pZE0VLoNZJ6qzovioTnHPPK5r1cWV8rocVNRSu0q5LofakGxQtwXnEzO7Nq+MtffZpSVK0lOYxMxsf7/ffkl50zj1Vw2u+IGmsmR3snHu74LU6ZvblIse8Jen3ir5fj5nZDxTNnPkPST0lDSlyTKEbJM2S9LSZ/UbRU7/aKbonz3vOufE1rGOepKHx47k3KGpK/FxSf0VP2OqZ1wuRpH8552oyo2eepA8k/SxuqtSXdJ2in78meftNlHSppClm9mNFjZi2ks51zg3PO9dFZvaN+M8r44ZRTcY/qd6SmipqugEAAMATmjYAsmq5pO9Kuk1Rw+BtSUOdc3NzOzjnppjZEEVPlJqo6L+Z7yt6NPM78T5PmtlVih5f/Q1JsyWdI+mvvgpxzv3dzIZKulHR47s3KnpU+fedc1sKdr9b0U2Sfx9/flKfPpr6M6et5rIzFTW7zlT0GPN89RU9PrrQj5xzY81skKLGyDhF90h5TdLpzrkZ1VxTzrnFZnaMosdd36noni4fKZopVOya1bkszvGPOMtJknopmola7F41B0laXOrJnXPb4kfH3yXpz4p+7sYrunfPfxbsl7vvzVWKGjYfScp/otd9im62fIeie+A8IOmbNRz/pM5S1Hyq6YwsAAAA7AbLe9gEACDj4qU7H0u6uODmu8X2/amix2AXPrUJ+xgzmyPpb865H4XOAgAAkCXc0wYAIEkysz6KZhVJ0RKk6tymaPlQVfdhwV4unm12gHadUQUAAIA9jOVRAJBi8ZOoKpV7YlUt+aWkQyRd45ybU93OzrmVZjZC0RIl7LuaShrhnFsbOggAAEDWsDwKAFLMzKr7j/RB1Ty9CAAAAMBeipk2AJBuR1fz+jIvKQAAAAB4x0wbAAAAAACAFOJGxAAAAAAAAClE0wYAAAAAACCFaNoAAAAAAACkEE0bAAAAAACAFKJpAwAAAAAAkEL/H6lJDB199w81AAAAAElFTkSuQmCC\n", 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\n", 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\n", 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\n", 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