{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# V2.0 星冕仪可见光相机仿真" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Cpic仿真程序中的emccd仿真模块对系统中的EMCCD进行仿真,包括暗电流、非均匀性、非线性、增益、电子倍增等效应。\n", "\n", "CpicVisEmccd类为emccd仿真模块的主类,包含了EMCCD的各种参数,以及对应的仿真函数。" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%reload_ext autoreload\n", "%autoreload 2\n", "\n", "\n", "import numpy as np\n", "from astropy.io import fits\n", "import matplotlib.pyplot as plt\n", "\n", "from csst_cpic_sim.camera import CpicVisEmccd\n", "from csst_cpic_sim.utils import psf_imshow" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "EMCCD类在初始化时,根据config.py 或者 config.yaml 中的内容,读取暗场、平场、CIC场的fits文件,并设置为类的属性。\n", "下面几幅图为默认的参考图像。" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'CIC')" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { 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MG2+8gT179kT2lzN8+HB88MEH6NChA/r27VvnxXdL8yFq9OTb3/42tm/fXmfXNODrNLgvvvgCjz32GM4888xY+t3gwYNRVlaG1atXe6W/JRulSpbBgwcD+DpiSHn++eexd+/e2Hkg3NfnnnsuLq3zo48+wooVK2Ii34bZBGPAgAFYsWIFRowYgTFjxojRSLOhwoknnhjaN0U5FNx222049thjcf/992P37t3Osrfffjvat28fd1PL0LNnT3Tr1g1/+MMf6qRD/+tf/8Kbb76ZdAqtoiiNR7KbS73++usAgEsvvbSePVOaEs1WAG3YsAGrVq3C8uXL8cILL+AnP/kJTj75ZOzduxdlZWWxu+7t2rXDueeei4ceeghPPfUUFi9ejLvuugv33XefM9fcRUFBAZYtW4YjjzwS5557bujOWf369cOMGTNiu5c98cQTWLZsGRYvXoyHHnoIJ554YlxE5vrrr8eCBQvw85//HEuWLMG0adNw8803Iy8vLyF/KcXFxTj++ONx7rnn4pFHHsHixYvx+uuv46mnnsLIkSPxl7/8JbJNk1b1+OOPY+XKlVizZo1zAjNw4EAEQSC2dd5558W29h4yZEjs+Pnnn4833ngDNTU1XpOXXr164Z133sH8+fOxevVqrF+/PnK/kmHIkCG44IILcPvtt+Oee+7B4sWL8cgjj+CGG27AqaeeGrcFeJiv27Ztw2WXXYZXX30Vc+fOxfnnn49WrVphypQp1vZra2txzTXXIC0tDXPnzkVGRgZmzZqFvLw8XHXVVXWE+KpVq5CRkYFzzz23fgdCUTzJysrC1KlTsX379tCtrtu1a4c777wTCxYsEM//6le/wl/+8hcMHjwYzz33HN588008+eSTOOOMM5CdnY277rrrUHRBUZQG4Msvv8S+ffvQo0ePhOqb9YOJ1ldSg2YrgG644Qb069cPgwcPxs0334y1a9fi9ttvx9///ve47ZUBYO7cuRg0aBBuu+02XH755VizZg0WLVqUlKDo2LEj3njjDRxzzDEYMGAA1qxZ4yw/duxYrFmzBn369MEDDzyAoUOH4tJLL8Vzzz2Ha6+9Fk8++WSs7E9/+lP89Kc/xaxZs3DJJZfg+eefx//8z/8kLNgobdu2xZ///GeMHj0aTz75JC6++GKMHDkS//Vf/4UuXbokFAEaOHAgpkyZgldeeQVnn302TjvtNJSXl1vLn3XWWejevTteeumlOuc6dOiA73znOwAQJ3TMe3rexT333IMBAwZg7NixOP3003HJJZdE61SSpKWl4cUXX8TEiRPx9NNP46KLLoptif3GG2/ERSTDfJ06dSq6deuGG264ATfeeCMKCgrw5ptv4phjjrG2f/fdd+PPf/4z5s6dG1tDdMQRR2DevHlYu3YtbrvttrjyL774Ii666KJ6+Y4pSqJceeWVOOOMM/DII4+IEWLKuHHjrBOY733ve1i0aBGysrIwbtw4DB06FCUlJTjrrLPw17/+1fm7oyiKoqQ+aQHPAVCUJsDDDz+M++67D5999pk+1d3C0qVLMWjQIPzhD3/A9773vUPWzgcffICePXvitddei4u6KYqiKEpTo7a2Fu3atUOvXr2watWq0PIDBw7El19+GcvWKS0txR133IEFCxbgwgsvPNTuKo1Es40AKanN+PHjkZeXh1//+teN7UqL595778XgwYNV/CiKoihNHrO5VHl5OT799NPI9S+44AIAX2c+KM0XFUBKk6RVq1Z45plnmvxubs2dmpoaHHPMMSpEFUVRlJQh6uZSlN69e2PYsGGYOXNm7Jl9nDVr1uizxlIcTYFTFEVRFEVRmhW//e1vMW7cOHz729/GzTffjJNOOgnV1dVYu3YtnnzySRQVFaGsrKxOChzw9UYKF154IdavX48bb7wRw4YNwxFHHIGtW7filVdewXPPPYfy8nKccsopjdhDJRkiRYBmzJiBk08+Ge3atUO7du3Qr1+/uF12Ro8ejbS0tLjXmWeeGWejqqoKEyZMQMeOHdG2bVuMGDEioRCloiiKoiiKokhE2VyK07FjRyxfvhy/+tWv8M477+D666/Heeedh5/85CfYt28fXn75ZRU/KU6kCNArr7yCjIwMHHvssQCA2bNn46GHHsLatWtx0kknYfTo0fjiiy/w9NNPx+pkZ2ejffv2sc8333wzXnnlFcyaNQsdOnTApEmT8O9//xvl5eXIyMiox64piqIoiqIoiqLEk3QKXPv27fHQQw9hzJgxGD16NHbu3GldOFZZWYkjjzwSzzzzDK666ioAwOeff46uXbviT3/6U2zhGaeqqgpVVVWxzwcPHsS///1vdOjQAWlpacm4ryhKkgRBgN27d6OwsBDp6amzrPDgwYP4/PPPkZubq39HFKWRSdW/I4qipCaZiVasra3FH/7wB+zduxf9+vWLHV+6dCk6deqEww8/HAMGDMB9992HTp06AQDKy8tRXV2NoUOHxsoXFhaiqKgIK1assAqg0tJS3HPPPYm6qihKA/DJJ5+gS5cuje2GN+bmi6IoTYdU+zuiKEpqElkArV+/Hv369cNXX32Fww47DGVlZTjxxBMBAMOGDcOVV16Jbt26YcuWLbjrrrtw3nnnoby8HDk5OaioqEB2djaOOOKIOJudO3dGRUWFtc0pU6Zg4sSJsc+VlZU46qijorquKMohJDc3t7FdiITx9/3330fbtm2t5UyQ3PbTvOfBdN/y/OfBgwdFO1I7kp0wf2x2bD64ytGf3JewNmhbYfUk+wZan7dF+2Frh5cN64v0mdq22Tl48GCdceXnbX4FQYDa2lprPeDrHRtpX81x/p7W5+doeXpeql9dXR1X3vhXW1sb86W2tjZWxxyjNmtqamL2Dhw4gC1btqTc3xFFUVKTyALo+OOPx7p167Bz5048//zzGDVqFJYtW4YTTzwxltYGAEVFRejbty+6deuGV199FZdffrnVZhAEzhSUnJwc3Q5ZUZo4aWlpeOutt/DQQw+hvLwcW7duRVlZGS699NJYmSAIcM899+DJJ5/Ejh07cMYZZ+DXv/41TjrppFiZqqoqTJ48Gc899xz279+PwYMH44knnoi7K7xjxw7ceuutePnllwEAI0aMwLRp03D44YdH8hf4Wgi1a9eujvAw/trehwmjqMIlTADZxESYKAmzI5Vx+eDTDx+RI7URJjQk+y7xxMWI7b0kWmiZ2tpapKen1xEC5rytPrWflpYWJ5YkkUPfu8pJgiQrK0sUMdw/ery2tla07XpvPpv+GGFjfp/oWt709PSYMKLl6UZJtbW1qK2tjdXXdFRFURqCyIm22dnZOPbYY9G3b1+UlpbilFNOweOPPy6WLSgoQLdu3bB582YAQH5+Pg4cOIAdO3bEldu2bRs6d+6cgPuKojQl9u7di1NOOQXTp08Xzz/44IN45JFHMH36dKxevRr5+fkYMmQIdu/eHStTXFyMsrIyzJs3D8uXL8eePXswfPjw2EQKAK699lqsW7cOCxcuxMKFC7Fu3Tpcf/31SfkurTuQJmN0gh3lnG8Z7odtQsjtRJ048vph4iesPveFCxfun2u8qe2wfvHzUnkz2fZpg763iSnz09Y3Xt+c5zZ4WTr2VCTQupK/aWlpcbZ5XdoGPZaenu4cX0mUUBtBEMSuo/HB1jcAMaFjfE1LS0NGRgYyMjJU+CiK0qAkvAbIEARB3AYFlO3bt+OTTz5BQUEBAKBPnz7IysrCokWLMHLkSADA1q1bsWHDBjz44IPJuqIoSiMzbNgwDBs2TDwXBAEee+wx3HnnnbGI8OzZs9G5c2fMnTsXN910EyorKzFz5kw888wzOP/88wEAc+bMQdeuXbF48WJccMEF+Nvf/oaFCxdi1apVOOOMMwB8/byHfv36YdOmTTj++OMT8j0sAmTrU9hx2/sofgB1J9HSRJ0KD/rZp11X2zax5PrJfeH9MJNn3iY9L9mQBIxPPe67bWy4aJHaMb5L9Wnb1Abtr3SdzDmbP9w+H3M6li4REjY+RtDYfOHiKwgCZGRkxIkbGvnhPgJAZmZmLBJkIkCpiG6koihNhyCItpFKJAF0xx13YNiwYejatSt2796NefPmYenSpVi4cCH27NmDkpISXHHFFSgoKMCHH36IO+64Ax07dsRll10GAMjLy8OYMWMwadIkdOjQAe3bt8fkyZPRq1ev2GRHUZTmyZYtW1BRURG3CUpOTg4GDBiAFStW4KabbvLaKGXlypXIy8uLiR8AOPPMM5GXl4cVK1ZYBRDfTXLXrl1efrsmk/yzmRDaJteuiaevL3xSTe3StvlE3KddSZD41veJCHE7PKohjWuYYOHtu3yV/KB9liJXUjthAsvWXxthYyeJX/49kPpg4NfViDB6LkzwAYgJHSNyjE0jBo2QMeeoT1QwcvGbkZERW1OUSuhGKorS9PDdSCWSAPriiy9w/fXXY+vWrcjLy8PJJ5+MhQsXYsiQIdi/fz/Wr1+P3//+99i5cycKCgowaNAgzJ8/P25R46OPPorMzEyMHDkylt8/a9YsfQaQojRzzEYnPN21c+fO+Oijj2JlwjZKqaioiO0sSenUqZNzM5Wou0kmEkkJmzy7oJEFIFwc+B53Tcaj9sclLMx5W1mftlxRHR5JS0RcSuMQFqHjk3VblC2sHX7edkwSIlTg8ONcyEg+8bq8DSoGaTSGCq2MjIxY1MbYNO0bUZSRkYGDBw/iwIEDMX94ZIuKLWOXrgFKJczcZtSoUfiv//qvRvZGUVoezzzzDG655Za4Y74bqUQSQDNnzrSea926NV577bVQG61atcK0adMwbdq0KE0ritJMCFuXICGl3oSV4fDdJHft2hV39zaZ6IcPXIjQn9R/H5Fhs0fPh/kh9U1KR4sawXD1M4pvNvumnHScl+HXNMwH23eTp2jxSJHt+8jL04iJK11N8scIBXPcvMLGi46DSVGj63CMbROxMeuCTDnz3ogUHjkz5YxAMjZMGbpbnClHN1+ora1N2TVAxufs7Gy0a9eukb1RlJZH69at6xzz/VuS9BogRVEUH/Lz8wF8HcEx6wKB+E1Q6EYpNAq0bds29O/fP1bmiy++qGP/X//6l3MzlUR3k3TdxQ9LteLvXfZ43bD1MZJtW9s+aXE+ItTlvy1aZIuWSALFhk96lvTZVTYsZY4e4376iFTpWtnW+Uh9DIvumfJSv+i15tEjLt5cW3PbxoWKQmMjLB2O+m/EEoA6gihVSXX/FaWloY9bVhSlQejRowfy8/OxaNGi2LEDBw5g2bJlMXFDN0oxmI1STJl+/fqhsrISf/3rX2Nl/vKXv6CysjJWJhHCJuJ8UkjvwtPjvIwtesHf28pI5/h5Ohn2sSHZMqKLwvvqY5eXs5W3jQsfV3PMNRlPhLA2oo6fGTufiJBkJ+ycEQ78mK0OF17GR1vkyPhtytCyUmTMCB3uB7VDyczMjJ0PggCZmZmxNvjNhLfeeguXXHIJCgsLkZaWhhdffLFO+yUlJSgsLETr1q0xcOBAbNy4Ma5MVVUVJkyYgI4dO6Jt27YYMWIEPv3007gyO3bswPXXX4+8vDzk5eXh+uuvx86dO8UxVRSleaECSFGUemPPnj1Yt24d1q1bB+DrjQ/WrVuHjz/+GGlpaSguLsbUqVNRVlaGDRs2YPTo0WjTpg2uvfZaAPEbpSxZsgRr167F97///biNUk444QRceOGFGDt2LFatWoVVq1Zh7NixGD58eMI7wLmIOoF3vafHJBHDj6Wnp3vtZpNI+0Dd6IyrXFgEyMDLhkVLpPrSMT7JltLqpLqubcWpHX5MmtxTG/zlU97WT9d3yWaTH5fem75JzykyZbiosvlGt7vm7dDUPFrHJoYo9LlAhlTeTl9RlIYjmcirpsApilJvrFmzBoMGDYp9NmtuRo0ahVmzZuG2227D/v37MW7cuNiDUF9//fXIG6U8++yzuPXWW2O7xY0YMcI6WUqGsLv2tlQzmw2b8HCJC58UMR+ipIcZJD/5HXubyLEJFF426jodUybsvLHhs64rrA/ScZtNV1qebRc3ntYmvTc/6VogaSxodIhvRMDbkerybbq57/Szsc03YKD26fohaUMEvgsd0HS30090J0lFUZoeKoAURak3Bg4cGCoaSkpKUFJSYi3js1FK+/btMWfOnGRc9cZnQi6Vlya19KdUj5439X03Z3BNym3HwvpmiwrY2nGJP9/2ogg+Wz9cY8yfo+RzbenkXapru+ZAvOihO/zZBBMXT1I5vokCFzrUlk1whgle6oNpg6774X0xx6kAoql3fFts4JvoU5Q1QI25nb5tJ0nbeCqK0nTRFDhFUVo8roePJpLq5konC2uHT67DBAG/m+/TNr9LT4+70u6iiAZbeZcNKeISFu3htqQJv1SepoK5riO9LlI6nSs9TYrk+FxPya4rjcyUtQllAxVEZv0Nb0MScdQ2/8nT3Gwiio6DKVNbWyumwLlwbadPt8o/FNvpT5kyBZWVlbHXJ5984uWzoihND40AKYqiWLCltUVN05LWh/ikzIX5Fta+r9/1IWwk+8mkA/I6USJctLzP1t6Sz7aUPxtSpM8VtQmz4RKPvA7fXpuKO5vgksaVRmlon2m7UiTIll7HIyPSM67MjnBRIyh8LGzpiq4yUnmXnUR3klQUpemhAkhRFMWCr9ChE07XhD0sDc6HMIGQiG1JhNjW5viIJZ+Jt4+vtgkqfy8JryiCxXWduS1pXKgdnmLGbdPzPoKPR3doepkRLDZxaIQJXTMUFtG0jaURPrSfRrgEwdfbXtOxkdIFed+o+PFNfWzs7fRtaAqcojQ8yfzeaQqcoiiKB640Mno+Sipa2OTXNSn0udvtEz0I8zmsLSnS5RJKvqlOYallFKmvvimHVGjQFz9OsaWjuXzw8Zm/t6UqUsFgxIirPbrTG92+2hyjG4xQaGobF1r0gae8DveR+mrsJBL1AZr+dvqKoqQGGgFSFEVx4BMpCIv8GFxRBps9V/ko0SkXtvNhC/9tn6Ok9vmkqFEbfPIuiUTfibUtxU0ScNLEnvtt+uPqAxcD5r2UekejODbCrjFth9ql/khi0ER7+OYF0pjTyJf5nJGREWeXCp709HRkZmbGRZSo/3v27ME//vGP2GeznX779u1x1FFHxbbT79mzJ3r27ImpU6dat9Pv0KED2rdvj8mTJ1u30//Nb34DAPjRj350yLbTVxSlaaECSFEURaC+1sv4Iokan3UjUl3605WKZztu+u6a6EexS236iDEp3Y6LACMMwsSibQy5aJUm9r4iziX+pOgRXbNDx5n3mQs0Gg2ypeJxXFFGl1g1KW+uyJIUJeNjwbfANufM9tjmJ40mpeJ2+poCpyiphQogRVFaPLatpilhE206aQ+bXNKfNnwXr9vs+QgUV+RJmmTb8Fkf5BNl4mWlceQiTfLd5ScXQz7XlH+WFvPTMrwu/U64tqm2iSdXRIr3jW5SwEWdZJ9HeMx5HvmjdegxI+Lo98XYMFEgGhWja4dM/YyMDFRXV8dsDmyG2+kritK00DVAiqK0eFzbYNs+83O2CXrYRFu6o57ow09dEZawCWUi2O78u85zwkRE2MTf4IrW2Y5xseLqi2SfRi1sZcP8dvknpeZJtqhQpJExW7tcWPE1QHTtD39GDxU79DPwzXjYImLGL74OyScyqCiKwknm74ZGgBRFUSJgiwrwny6SnezZRJWtbddEPoovYVEXLhxcYsxHENCJsdQ3fozblSIu3Fef60XLR0FKHaPCwpSRHiYq+RvmqzTuNPJi2uEpd1TkSFEhastEmGhUJyzaSds0dQ0+KZ6pQKr7rygtDY0AKYrS4gl7yGSUya9r8h+WDhfWjiQAbG35+uk65trpS0rxkspJ0PJhD121pWDxCBvvQ5SIm8tXWtasZwHCo3SSb8ZvXpc+lJSPK7Vni15JQpSPj7ReyIx9RkaG9RryZwNxuB+2HeX4daafo/6OKYqiJIsKIEVRFA8SmaD5rDOx3fGX7Nh8CUsLc/nuOmdbA2SLpPja9UGKEtFxMuclUWAbR5+Jtm2SL6Vu2Z4HROuECRWpLZs/0ntJhPLIly1lzXw2L76GxxzLzMyMK2vzmUfspGvD2+X9UhRFaQg0BU5RFKUeSHQS5xtJ8U2v8/WP2nOlyLl8DksH5MclTJRJWohP6xvfwsaKn/PdyMHmq60Nbtc1bq6oDkdKLTNlqWCgL9qOLzT1jto1Yonv2GbEnymblZWF2traWFSM9o+m29FztoejNofoj4o4RUktIkWAZsyYgZNPPhnt2rVDu3bt0K9fPyxYsAAAUF1djdtvvx29evVC27ZtUVhYiB/84Af4/PPP42wMHDgw7s5YWloarr766vrrkaIoSgK40uBc1MfEx2cCyCMtPhEXfgfedUeeQ1OfbEiTesmuLXJA2+JEjVrZhEWYSPEZt0SwpRhKQpQLO5stSVjSyI7tetCIEBWpph5PzePP/aHnzGe6hgn4+veH7gjH/aZIGysoiqJEJZm/HZH+43fp0gX3338/1qxZgzVr1uC8887Dd7/7XWzcuBH79u3D22+/jbvuugtvv/02XnjhBbz//vsYMWJEHTtjx47F1q1bYy/zEDJFUZTGxEcEudbOSCk9iaT5mMkkxzZZt60NCUups62fSVb4uFL2kr3bL6W5+aSWScd9Imq2sQoTba7xMGt++DhyUSL5wY9LmxVI9fnaHCkCSP3gO9zxFDpbSpsRR+a9SakzNsxPMwY0EqUoitJQREqBu+SSS+I+33fffZgxYwZWrVqFMWPGYNGiRXHnp02bhtNPPx0ff/wxjjrqqNjxNm3aID8/Pwm3FUVRGhef1C8bUnnpmC19K0o73FcfwtLGfNbaUBJNsePvbWVsY+8j5HhEhNaLOn5S5MnmkxSFkWxxcSCJSyo4+DkqPPg5AHXSD41gocLF+MHFIF9nZBOA0vU09qTnAKUaYRFORVGaHglvglBbW4t58+Zh79696Nevn1imsrISaWlpOPzww+OOP/vss+jYsSNOOukkTJ48Gbt373a2VVVVhV27dsW9FEVR6gM+abRFX3xSlFz2bZNYW/SG+mOzRyedPLVYKiu1KeHzENaoE74od/ij2JeiES679YH0MFPXehwqsmy7pFFbFCk1jQoIutbGpKVJdrk/JsWRiu2w8aH9MH3h9Xj0iEeZ+Pe5uWyDrShKahF5E4T169ejX79++Oqrr3DYYYehrKwMJ554Yp1yX331FX72s5/h2muvRbt27WLHr7vuOvTo0QP5+fnYsGEDpkyZgnfeeadO9IhSWlqKe+65J6qriqIooUSdeNHJnC2FLAwpXSmZSJArLUxKD0tksnko6oRFmSRhUR/QsZbWCJnxpALB5jMfT5oKRlPCaHTF1y9ui5aR2s/IyKgjgrgAMfAd36Qd7Uw52rZUj/vHx4ieM/7RGw0HDx50CkNFUZT6JrIAOv7447Fu3Trs3LkTzz//PEaNGoVly5bFiaDq6mpcffXVOHjwIJ544om4+mPHjo29LyoqQs+ePdG3b1+8/fbb6N27t9jmlClTMHHixNjnXbt2oWvXrlFdVxRFSZgw4eASQ2FChdcJS6njqVNh9VyCK5G+hZVPJsUvLAoi9SeKQLKNq+04PRa2Jbjkr22c+XeBtm8rI31/wqJytjGn4opuaCAJOun74+o7va5G6JgUN5sgS/UIUKr7ryipSDK/d5FT4LKzs3Hssceib9++KC0txSmnnILHH388dr66uhojR47Eli1bsGjRorjoj0Tv3r2RlZWFzZs3W8vk5OTEdp4zL0VRlPrAJ33KNWGz/QF22eWpavw4rW+OhT2slU+SpTb4e8nHKFtGS2NgmxzzibTB9aBVfszmg+81pHZsP01Zatf8tPkaJn7DhAttk9uxvfh53heXSDR94/2S7JnPZtMCPgYmciONI+AXRZPqKYqiHEqSfhBqEASoqqoC8I342bx5MxYvXowOHTqE1t+4cSOqq6tRUFCQrCuKoij1gpTmlAh8XY5rvYokVMLa5alKrkk9nexKE+UwoWWbhNv8lASMJBajRFVc48fr266hK6ImlXVFVoz/UjlJ4JjytA2XAJP8kyJUUh26NsiU4xG3MDHIxQu/BjZhKEW/zMNUaT98tlpXFEU5FERKgbvjjjswbNgwdO3aFbt378a8efOwdOlSLFy4EDU1Nfje976Ht99+G3/84x9RW1uLiooKAED79u2RnZ2NDz74AM8++ywuuugidOzYEe+99x4mTZqEU089FWedddYh6aCiKEoYrskxJdFwu2vSGpZORpFSxqS0KVcal1TOpGy5JvpSOpZvKpMtNc+GrVyU8Q9bNxVmyyU6qB2pHO0rTYeTykrXgWMTYtJ1Nv2mz+ShdnkKnK1/BumBr6YdU4+uOzLRIv59OnjwYKxcRkaGd+QuVdAUOEVJLSIJoC+++ALXX389tm7diry8PJx88slYuHAhhgwZgg8//BAvv/wyAOA73/lOXL0333wTAwcORHZ2NpYsWYLHH38ce/bsQdeuXXHxxRfj7rvv1gWQiqI0GaRJH+C/gQAvxyd63F5UgeDbJrfpEl5hIjCRNRu+wpL6JPnNz/E2fI6F+e0TIZJ2WbNFelxRIZs/Ur+l40ZcUDFn3ktbeNOxo8KEj5NrHPmDVE15+ntCU+moD6Z+ZmYmampq4nw2Gzek8hxAxY+ipB6RBNDMmTOt57p37x76R6Br165YtmxZlCYVRVEaHN+0LBdRxYxP+SjpYr5CwRahcCEJLZuo84ULkEMdIZAm/zYxYN5TYcwjKGGCi7aXnp4ee3aPNJamHv9siwK5olo2ISxFf6RrQI/zYzRt0qSz0e8oF0dUQNpuCiiKoviSzN+NyLvAKYqiNHdcDwKNEkGwpVFJ4iCRP+TSJN1nIm4+c/EjTfQlXCl1tkhIlP7YBFSUSE+Y71GjemHigpZxpfCZsbWlzkmiTBIiBindjNuk/tKtsm2RNloeQCylThJ/aWlpdVLgpH7TFDiz7bXZHtz0I5VRAacoqUVq/8VRFEWpJ+gE5lDsUkUXj4fZ5RNfnmpE/fUVGLx9upBdWgRvJqTSnfowseVq13aMt2WLdPBjPnalOmE+ha0BouVc0SNaxuc7xK+L5AfdyIK2bXuIL4VueU1tSiKIixP6nZC+A9Qv3h6Fi6lUFz+KoqQe+ldHURQlCWwTaWkCK9ULS8OShIAtyuKahNt8lsRPVKJEeWy+2SIdvnZtgsBVzvwME2M0EiL5bRszHn0JG1uX2DTnuRh2CWHX94FH+/iY862xjbjh32s+7vxlNkvgDz7lqXSKoigNiabAKYqiIDwFzDXJTyQViwsZ22Q1LBUvyqSX++q7Xkeqk2jKjyT8eBucRFPUfLdYtgkN7iv9XkhREGnsfcfLxx4XPpLP9DP3QxoPm0260YJUz4iZmpqauPpUpJmfJk3ORBbNOJrd4JrDVtjNoQ+K0pLQCJCipADHHnssfvrTnza2G80aH9Fhm7zTc/y99NnWblh6WZjYCbvjL0WKfPx0Td5tbfqk+/mOk2v8pAiW73jbbNv6K0VeuC1XFMt3HG3HjRiJKj6poOO7rdF0R57CxoUg38TAiBvpOUBU7FB/a2tr49LfpGcGKYqi+JDM3w0VQIqSArRp0wbf+ta3GtuNZkkiqV+uibrvRNwFvQvPj/H39LMtDcnnn4S09oSu+bCl7PkKP1t9Cak/Lp9thK0tCbPP07T4Ns9SeSmS5ftdkCJz/LpIqWh8nG2pfyYSw0WJtIObVNeIJ1PWJrJNHZstvqYIgG6DrShKg6ICSFFSgHfffRfFxcWN7UazJGzycigmN3zizT/Xx5oIW2Qj2dQ1Y8fWBi0jba/t07cwESmld0XBJi58feV+uaJ1UdL6wuyERa8k4UzPBUFQJ73TR7DwND4T2aECho6JEWn0O0C3waZCMjMzM3TXQUVRlPpGBZCiKC2aRMVG1Ek9EL5uQyoT1oZt0uwSOi4B4dNOFBEj+ZhI1I3a8hVxtgiaK+2NR3Fc4yH5YutrmHiRxJ5vSqOtvgsuWDhS22HCx0CjQ1SU0XqZmZl1RJKiKEpDoQJIUZQWj6+48EnfipLq5Lq7H/YcHvqeTtjDJsou37nNZCJRND3OlhYm1QnzzxXZilqPHrf9jDpW/L1LSPFyPimEFCrWXPWlcaV16IYH3C/6omJG+u5K3zPqI/9OZ2RkxKXWKYqiNBS6C5yiKC0el5ixRWz4pDUsHUw65ppcS2lBdEIrRXFsIodOQiUxYusv9cMWrfKF+kvrhe2sZmvPFsWy2ZbsSJN139Q0m79SlI8KDN8xM/VcYyJ9Hym072Z8amtrxb7y9jIyMsQNCnhUjY+7ifJUV1fHPhu75uGnvJ2amhpkZqb2dCTK74KiKPVDMr93GgFSFKVFEyXyAvivEUm0fYqUcmTsS5EH6adPe74CjUeFEl1742rXZdtWN8wPabIvRUyoLak8FxRRxIwNem1d14ZGayT/gG8iM9KDS81Psz7HtqFD2O+DLVoTdr2obfo9UuGgKEpjoAJIUZQGpaamBv/5n/+JHj16oHXr1jj66KPxi1/8os6d5ZKSEhQWFqJ169YYOHAgNm7cGGenqqoKEyZMQMeOHdG2bVuMGDECn376aWR/+CQtbD2EVCesvDnmSkPjaUd8t6+MjAxkZGTECSIuhBJNK5PgWyJzJDHiky4m/eR2bEQVHDSyxP2NMmE35yQhGgXTLn/IqCvCxN9LooaWsYlUI+AkAcV3hbP5IPkqpTryB6uaNtLT02Nrf0x5Xf+jKEpjkNoxZ0VRUo4HHngA//3f/43Zs2fjpJNOwpo1a3DDDTcgLy8P//Ef/wEAePDBB/HII49g1qxZOO6443DvvfdiyJAh2LRpE3JzcwEAxcXFeOWVVzBv3jx06NABkyZNwvDhw1FeXt6oawrC1trwdREU2xoOnvpmUofoZNOcoylXLt987sDbohx84homHKIIF5eY8knjM3WN0IjynBlbpMhWNgrGFo8kub4jUXym48LT8VyCz/hjxoqvB6LlJNHLo1Ku6wYgri0Ace2mKr7XSlGUpoMKIEVRGpSVK1fiu9/9Li6++GIAQPfu3fHcc89hzZo1AL6eTDz22GO48847cfnllwMAZs+ejc6dO2Pu3Lm46aabUFlZiZkzZ+KZZ57B+eefDwCYM2cOunbtisWLF+OCCy6o025VVRWqqqpin3ft2iX6FzY5NcdtAoIfT2Tyb4vmcNt0MmnquNaJ8D6EHUt08h9F9ITZcEUmbGLFZxxsosBWnuLbNy5EjF2XDSpkwvoU5itvyyVUXWMpiRO6rbUkvGi5mpqauM8AxCiRoihKFJK5caIpcIqiNChnn302lixZgvfffx8A8M4772D58uW46KKLAABbtmxBRUUFhg4dGquTk5ODAQMGYMWKFQCA8vJyVFdXx5UpLCxEUVFRrAyntLQUeXl5sVfXrl29fZYiM9Kk1ga9E88nifxOO009M5/DXibiRdd32AQR98vVz6j4pszRY7Y6vmMbxZ4U1bDVDxNTYfVt4oOLXCldTeqX5L+tbS7ipcgTPU/t2R4eS/3lG2PwNDiKEel8vMx3lj8bSFEUpSHQvziKojQot99+O6655hp8+9vfRlZWFk499VQUFxfjmmuuAQBUVFQAADp37hxXr3PnzrFzFRUVyM7OxhFHHGEtw5kyZQoqKytjr08++SSpftjS1YBoaWXS5NFX+JhXWto3WwnTiapNEEgpUzzaQv1yrX3x7bdtHIIgEO27xIxki8IjELQ9F7aomG0MbTZs0TzeJyklUfocFk3k4kp6To9NbEkRS+4X90XaFdBcR2qH2qafDx48GBM+GRkZkXeAa2rrCGkf9aUvfTXcKxlUACmK0qDMnz8fc+bMwdy5c/H2229j9uzZ+NWvfoXZs2fHlZMmtT6RFluZnJwctGvXLu4ltcUnj2FIqVph9fhElN9d51EcKeIjiSC+cYKPD7ay0h19GvmQJs4u+HlXeds/OKktWyRGQupTlH+iYREu7hcdI5uf0li6bHOb9H3UCJ6xy783vrYkv+h30TW29HtrfPDFrCOcPn06/va3v+HBBx/EQw89hGnTpsXKmHWE06dPx+rVq5Gfn48hQ4Zg9+7dsTLFxcUoKyvDvHnzsHz5cuzZswfDhw+PiTNFUZovugZIUZQG5ac//Sl+9rOf4eqrrwYA9OrVCx999BFKS0sxatQo5OfnA/g6ylNQUBCrt23btlhUKD8/HwcOHMCOHTviokDbtm1D//79G6wvdEJNJ3uuu1OuSa5BEjLSpJ0+q8VA1wPRepJ4oJNXSchJ/tom81J/jD1pgk/7QyecvJ9hYicM15oul/Dgk/swX8KuPx0327OP+Gdah/vAhQfd+MImXmg7dMtss0ZHss9vKvBNDNLS0sRnC9E1PlTI19bW1tn4oLa2NpJ4a+rrCBVFafpEigDNmDEDJ598cuzuab9+/bBgwYLY+SBo2JCzoiipx759++rc7aUT+R49eiA/Px+LFi2KnT9w4ACWLVsWEzd9+vRBVlZWXJmtW7diw4YNCQkgPjFMBFcKk628lJYk3Y13pb7xF90BzxbZcQk2W9pSWL+kiJ05HiZawp6FYzvHIyhhtl1tuESaj2iVPvvaMee4+JOib1R4mHJRomt8G20udKTvJBU30noeV58oPHWObukeRdg2xXWEhyrFR1/60pf9lQyRBFCXLl1w//33Y82aNVizZg3OO+88fPe7342JHA05K4oSxiWXXIL77rsPr776Kj788EOUlZXhkUcewWWXXQbg6wlXcXExpk6dirKyMmzYsAGjR49GmzZtcO211wIA8vLyMGbMGEyaNAlLlizB2rVr8f3vfx+9evWK3c1NlPpcjO37R1qK9rjSkWxCyVbWJk58fPIpF2ZTmsgng5QGJuGzvbLx2/yUIm0+Ypb6I10LaXx421Jb/B++tL7HVpfboQJK6qPt+ypFOm3lw8aKjhG9PlF+75raOsJkJ2KKojQ8kVLgLrnkkrjP9913H2bMmIFVq1bhxBNPPCQhZ0DDzorSnJg2bRruuusujBs3Dtu2bUNhYSFuuukm/PznP4+Vue2227B//36MGzcOO3bswBlnnIHXX3899gwgAHj00UeRmZmJkSNHYv/+/Rg8eDBmzZqV0DOAoqR02eDnEpkU2UQQUHeCSFPdpLJmopnsnbJE6tK2KYn4w8WFT30p1czmpw8u8ULfm0l9mLDhIoKmsUkCltsz/TJjYROhPt9XI6Z5ZIn7Qdvkx4MgiKW2mXQ63l8j2Pn5IPj6mVZRboLSdYQnnXQS1q1bh+LiYhQWFmLUqFGxcpKY9BVoEjk5OcjJyfH2U1GUpkvCa4Bqa2vxhz/8AXv37kW/fv1CQ8433XRTaMjZJoBKS0txzz33JOqqoihNiNzcXDz22GN47LHHrGXS0tJQUlKCkpISa5lWrVph2rRpcQufDyWJigjfdCFeh/6kW2PzSbUr8iP5EOaLFBGJIvx427ysTRy5bNrK2uy4jknRoyjXh28BTetTAWPzwXacpyZKfeNrZ2j70rOgjCDj6XNGkJi1N1zMuXzk685o21SUcZ9NOVd/fGmK6wg1CqQoqUXkXI/169fjsMMOQ05ODn784x+jrKwMJ5544iELOQP1v32toigKxTclLGr5ZFK9pIkp94N/DhNC0ueo5Vz+1je2aEQiwoXWcQkqHxu243w9S5g4pBEdSdhKbUp9p+3Z+mYEjLTLoSSWabodFVZShItGXfmOhLQ8FUJUEIXtGMdpiusIFUVJLSJHgI4//nisW7cOO3fuxPPPP49Ro0Zh2bJlsfP1HXIGNOysKMqhxSci4bvWgtbxjbrY6vusi+CT36jREm4nmbQ53oZkS1qHEuZTfd5dDxNPUSJTUrTF1X8qIlznaVuS0OF9oSl0Nr9p22lpabGUM/q9oUJOepgqbQv4WnSYlDaeIkcjO2ZsePQsLEXRhllHeNRRR+Gkk07C2rVr8cgjj+DGG2+MtWfWEfbs2RM9e/bE1KlTresIO3TogPbt22Py5MkJryPUCJCiNDzJ/N5FFkDZ2dk49thjAQB9+/bF6tWr8fjjj+P2228HkBpb1yqKokSBrtXwFRjS2hVbPQOd9NI2zeRRSg2zRYbChBFv1yZeXCQiJnxS4HzG29UGtRFWzmbLtoaJrlVxCSLXcWnNTaLi1eUzF+50u2vpevOITNi6HCpeeGRIikbS8lHSMjlNcR2hoiipRdLbHQVBgKqqKg05K4rSLLDdkU5kLU9YCpStjHTc3FHna0DMi999t7UpCSOpbz7ih0+2fcbHt/8+8Em2JOr4OZuftrVU9LwUlZPW3Zh2XL66fAmrS7ei9kmXM5gH6NrqSGPE159xEWPL+qBiyrynwsImhnww6wg/+ugj7N+/Hx988AHuvfdeZGdnx9ksKSnB1q1b8dVXX2HZsmUoKiqKs2PWEW7fvh379u3DK6+8Ere1taIozZdIEaA77rgDw4YNQ9euXbF7927MmzcPS5cuxcKFCxsl5KwoilLfJJqWA9S9q+1z594lPkzkx5Sj0AXnXNRI76mPtB1btMU3ZU6KQPHdzFwRHR5VsbXvI9Kk8tL19Ikw8fMuoeiKulBBwG3Y0g1tqXU8hc5sZGDOmXG0CV5AfjCs6/vOhQodTyqg+XkTRTLXwPhtRBDtN/2epyK+4l9RlKZDJAH0xRdf4Prrr8fWrVuRl5eHk08+GQsXLsSQIUMAaMhZUZTmS32lUIUJH36c7zhGy9LoD9+BKyy9iE9cbT6F4Uq78okS2USKT0RKGk+6HkYaf5svPpEYqX1ejkY/XN8Hm9D2EX10vY0t+iTtVkfbpcKMb6ttbPF1PTQqZD5TgcbHVIrQUbHLhZKiKEoUkvm7EUkAzZw503nehJyb0ta1iqIo9UEUcWATP7YJr7Teh5+X6oWlwoX5GMX/MCQ/w6Jfvm25xlMSMmH2pMiXrQ1e3idF0ib86HFbmqItVY/6ySNmNtFF65lokS0axm3RvlLfzDFpwwfzopEpPg5UVPFokqIoSkOR8HOAFEVRmhs+KWuJ2DT1bfYlEUQnlLY6dDIqbTfsikC5SCQKxNtw9Vc6bouI2CJMXHDZhImU8kXt+K75oulcfNLu+71xjYU0Zi7/uE2ermcrxzdgoPaNcKGfbdEduikHHxc6PnysbDvgpTrNpR+K0lJI3aRbRVGUesY1iXFFTEzdsDJh9aWX9OwUKnj4e2nSzu/U0/fcZ3osUTHoEm42eLRBsulz3gfuny3CxstLdmxRI+kzFW78mUH0PBdEHJ6CRu3afJXgvhshI9mg5+h3TRJFplxGRgYyMzPjxkHaRELFg6IoDY0KIEVRlCSJKn6kySW9m07FDxU4JoWJvyShFCbmbP7axJILWwqaT31XWpkEX1+USBQhzEdbKl9Yih8XO7ScFLVy4RKhLrFoS7Ez5blfkm1pTCXBRm3yqBK/Nrycj8BUFEVxkczNE02BUxSlRZPo3XJzTLoDTye6Uf5AR0mjoiLJfPYRPxJR78K7yvv0m0+ME915L2wyH1ZXmsz7puxJx3l6l8tPvruaOeYaP7qehwsO/r3jYyr5xDc5oOV4hIxHpPhmCiZ9jr6nfZYEVVjUL1XwXXenKErTQSNAiqK0aHzSucxPKb1JmiRKNqT0JCmtiwocKmhsUR9TVkpn4u3w97Z+upDs8r5FnQzaohVhfiQieiQ79L1rHGxjzKMc1Jbts+ST7ZxtXKXjtnGRfLW163uMPiOIb31O25VSIun39+DBg6EPXVUURalPNAKkKIriQSJpVkC06AqfpJr3UpSBl/dJe3Olcrnq8rQlm5+2/tgw530iQDwqAdRdxC/1Mcw2FxEuAREWCZIEsa0vUvRFqifZ4dfD9qwjWob6yMsbf0wEh4+rlM7meuYQPe66geDqY6qR6v4rSktDI0CKoiiIn6D5PJTRR3BId/SlSJDLPl/3w8/zySn3i7blatMWZTCTY17OZc+3j1EnvrZUrSi2bOPB/ZWESVgEx5UWyCNBPP0rmQm0FLky1y2sT6aM9N2SNtUw0DVBXHRK191EeWjkh9ZP9TQ4RVFSCxVAiqIoiJ/ISVEW14Q+LO3IhSQoJD9sbdkiEmFtueCiio8H9VOKKvn4SI+7tqJ2+e6a3PsKCptdWzoXF4Rhtvg5m8jmaWKua2jq8v7zOtJzfPiYShE1I4q4gKI+0vTM9PT0OJ8kH/nP2trauK20FUVRopLM3w9NgVMURfn/mMkdX6AtpXwlaltKP+Pt2IgyyedpWVKEQErd8u0HtZUstjQ1V3qYj79RRGmUstJ3Q1rjYrMlRUHMTy4w6U8qUExEMEoEiX8XzHt6HaXn+dCydK0OFUT8+2V8k9L1zHnpwaypigo5RUktNAKkKIqC+t+JSloPYWvXlYrFy0r2XbapTf65PoSdqz2KKz3M55gN31Q1yccwf6IIQ56GaDsn1ZOuS5j4o8/ksfUnLJXTFeWSbEkCnvprykipcga+O1xmZmZcBElRFKUh0L84iqK0eGypXInYoT9dSIKEt+0zgZVsuARVWFoZ7w+/Q++bflcfazvCxErYOZ86tuvOj9O+hK2J4ilgrmvrcw1cKWw+/eeiShIx/DPvg+s7zdcR0fQ5cyw9PR0ZGRlxtmgkq7lEghRFSQ00BU6JIzs7GwcOHGhsNxSl0eCTM1cZ/jlsoiidtx0z2J7n4kq/ckVVwlLA6PofM5GVRJBNMHA/wsamvlOHuP9h9m1lpDF1rYmKklrHozmSQKHjL0VlpF3fpPQ52oapZ1v3Q58nZM5RW7Z+0jQ3LlrT0tKQkZER22GORotMClxzSB9rDn1QlFQjmd87jQApcWzbtg1HH310Y7uhKA2KJBikB1XaUoZc4sKWziT5wCM6BmnBPK0j+ZhIZMQ28ZV8ler5tOuaQLvacqVe2erxdSc22z7Xx3acCg/pGvpcB5vQ8iUsoiX5RHdxs5U1GxXwceJiWUqPMzu+UXu0X9IaKEVRlIZCI0BKHF26dMHevXsb2w1FaVCSnYBGjfrwc65og3lviwSZ95JPtgm+NJE1P30jDVLfwsYxLHIlYUsrlCInHCndituQxj9KNMfVD54GSCMl0kYKLnu2yA59T8eDn+P9pO3zh5jaIkZU8PA6fHxp5Iq2n8jvVyrQHPukKM0ZjQApcezZs0f/kCstDukOeiKLsqVJp0sgSH7wO/X0Zds62danKNEHyXefcrQv0jjSz7bIkTTWrogYt5lItIu2YfM5rLwEv8Y8umJ+RlnfJZ2ztemyR9/b2qffW2krayNspPVBJlokRcOo6DMpd6aObx8URVHqCxVAiqIoBNcEV0oR4xNLW0TCJgik1C7XpN8mFnhdW5/43XxJqElIPtlS8FypYj5tcV9tfthSs6S6Ptts+/rjEqJRxJi0UYJvOh5NTZPGwUR2JBtGjNjELN2q2pwzL1NP2iqb+swjTdRfEy0ydtLS4rfXVhRF8SGZGyeaAqcoiuKBbzpZFKgYiJIa5NqgweUbnxhTpPYTXacRJgB90+DC0ui4jajpVa7UQ5v48hGKvml9/Bk5tA+2MbLZt4lyg+vZRTbRSoUKb4OWMREhfpxuqsCfrUV9AoDMzNSdjkQR9YqiNA0iRYBKS0tx2mmnITc3F506dcKll16KTZs2xZWRwt9paWl46KGHYmUGDhxY5/zVV19dPz1SFEWJiO9dd37OJx3Kth6Dt8uPSZGOZPzymZS7ykjpeby9KGPDkSJbyUaKoqSRRWk3LIUsjDCfbGIkLLpnBIcU8eHihUefzDG6Xoe3IQkhc8xsekBtSz7S7zktpwJCUZSGJNItl2XLlmH8+PE47bTTUFNTgzvvvBNDhw7Fe++9h7Zt2wIAtm7dGldnwYIFGDNmDK644oq442PHjsUvfvGL2OfWrVsn2gdFUZSk4BM6Myl0RVpcd/qjHneVlcQZv6OeSPuudDQ6kY2yCYKPD7RtHu3wiWyZCJZPNItHJIC6aV22NqQ+8GsiRTVcIsEVvbH5I9kNi5iF9Yv3jdo2L7rJAW87LDpG095oalta2jdbYlNsUatUQp9jpCipRSQBtHDhwrjPTz/9NDp16oTy8nKce+65AID8/Py4Mi+99BIGDRpUZ2vlNm3a1CmrKIrS2Ngmv76EpX+5PrvSvcImt7Y2w9oOK58oYalgtsl4mA3bxN1HIPDn1Ui2OFKKXJhfrtQ6l3/8mT+SHfOTii8qNKTviU9ESxKTXBjx9T+0LXOcRnUOHjyIjIyMOMFqXuY4f/aQoihKQ5DUJgiVlZUAgPbt24vnv/jiC7z66qsYM2ZMnXPPPvssOnbsiJNOOgmTJ0/G7t27re1UVVVh165dcS9FUZT6JOqE0XZMSj+i77nQCBMJttQ4m/+2NvjxqL5ERfKH9ovj8ywgV33erqucNOF2lTUvl22e1i3Z5tdQehaPJAwlezSFLCxCw4UKbc8IFypspD5SAZORkVGnTHp6epzYoW1Ia8mM+LGNp6IoShjJ/M9KeNVhEASYOHEizj77bBQVFYllZs+ejdzcXFx++eVxx6+77jr06NED+fn52LBhA6ZMmYJ33nkHixYtEu2UlpbinnvuSdRVRVEUJ7YJI8c2Cfb5IywJLJvocgkTnmYU1n5Y1EhK2aL9DEuDk5AmvmH4bDsu2fWJHkgpdjxFjYtCc06yw/323VSCCxQeSeGRIgPfsc3WRxoRsokZ005NTU3suCkfllZpGx/eLyrmXNE2Wk5TyBRFaUgSFkC33HIL3n33XSxfvtxa5ne/+x2uu+46tGrVKu742LFjY++LiorQs2dP9O3bF2+//TZ69+5dx86UKVMwceLE2Oddu3aha9euibquKIoSR1haUtQJt6E+hBEvG7bux2bDFZHx9ZXCJ7d0EiuJKl97vmubpOgYL+cj/KS+8OM0msH757pWVFz4TPJpW9wP3r6PyOFlpHq+31Gbbeoz/z2pra2tExWjESOTtkejWalIfUZOFUVpGBL6izNhwgS8/PLLePPNN9GlSxexzJ///Gds2rQJP/zhD0Pt9e7dG1lZWdi8ebN4PicnB+3atYt7KYqi1BeNMYHxmbTzyITtWTYuIZCIsKE/o9yZl0SCKwIg4UrDovbMOS5OpBS0MF+57agCkU7e+cND+TjwtqWHjdJ+2NLqaITO1hdX5C49Pd1al/toBI95X1NTExqVMj7z/pn3pj7fnEJRFKUhiBQBCoIAEyZMQFlZGZYuXYoePXpYy86cORN9+vTBKaecEmp348aNqK6uRkFBQRR3FEVRGg0++XZNng22KI1rwu0bxXAd8zln850vanfZjhKJ4VEXOjHnbfmKRX6Mp5TZ7PiU5b5zG2E72NnSJ33rSCKP99lW3iY+eTogf3aPOWbS5Xh9eiwIAmRmZsbW9vDfBx4dNG0dPHgwFilKZTQKpCgNTzK/d5EE0Pjx4zF37ly89NJLyM3NRUVFBQAgLy8vbhvrXbt24Q9/+AMefvjhOjY++OADPPvss7jooovQsWNHvPfee5g0aRJOPfVUnHXWWQl3RFEUpTFxTaD5H2lb+laUyAitY4uyJCqGjI9h5aQ++6a72ewAdcWPS7xI6Wv0syui43sdokTDJAEi2QTC1w/Rl2tNEb9WLgFnoi88Rc6WomfWBlFfbGmhJupEU+NoW7W1tbENFIyoMvZUQCiK0pBESoGbMWMGKisrMXDgQBQUFMRe8+fPjys3b948BEGAa665po6N7OxsLFmyBBdccAGOP/543HrrrRg6dCgWL14ct7OMoijNl88++wzf//730aFDB7Rp0wbf+c53UF5eHjsfBAFKSkpQWFiI1q1bY+DAgdi4cWOcjaqqKkyYMAEdO3ZE27ZtMWLECHz66af14p+vOJBSmhK9k00n4nxSLm1PTMtJqWBSeWrT5a8tWmHz2bx39Z2PVTITXptYoelirmgP9YP6HnbtpHQ01+ewMZHsU19pGpnUT15H+g5RaNqaESe8HF+LwyOAvH9U8NA65hpI6YF0swbpdygV4YJVX/rS16F/JUPkFDgffvSjH+FHP/qReK5r165YtmxZlGYVRWlG7NixA2eddRYGDRqEBQsWoFOnTvjggw9w+OGHx8o8+OCDeOSRRzBr1iwcd9xxuPfeezFkyBBs2rQJubm5AIDi4mK88sormDdvHjp06IBJkyZh+PDhKC8vj3QzJezvWljal+sYj0KE3cW3lYmCra4kkmy+2MpLEQtqw/ael0+kf9K42s5Lx+mEXFobE3adXWtlgqDuehvTrqnrK/xs0Rxjw7b2xoiktLS0Og8aDfv+mZ+mrk1ImoeY2p6nRMfXRI7obnO0X/SBqJLPiqIoh5LU3XZFUZSU5IEHHkDXrl3x9NNP4/TTT0f37t0xePBgHHPMMQC+niA99thjuPPOO3H55ZejqKgIs2fPxr59+zB37lwAXz+DbObMmXj44Ydx/vnn49RTT8WcOXOwfv16LF68OGHfpMm5WSwuIaVy8SiB7Q43nxDynz74pNpJ+JZLhLA7+raISSI+SOMM2DccAOyClvtEvwvSteQ+8+8JFxH8OkmiyZyjbdHvBRc/kpjl9bkvtvF2CWd6nvaTizOgbnSHR3nS0r5+jpA5lmj6W1OKIid7J1pRlMRI5ndPBZCiKA3Kyy+/jL59++LKK69Ep06dcOqpp+K3v/1t7PyWLVtQUVGBoUOHxo7l5ORgwIABWLFiBQCgvLwc1dXVcWUKCwtRVFQUK8OxPVA5bOLNH9hIifLH1zax5URJEZNEU9RoQ5hQC0OaSLva9R0HXsfWjlTf1QdJzFI75r0tzYxHPFxtciFG+27EQZjvXDxw+7a69JzPmiopZc2Ul0QVUHcHOp6OJ21kwX8msvubiSJnZWVhwYIFeO+99/Dwww+LUeTp06dj9erVyM/Px5AhQ+Ieul5cXIyysjLMmzcPy5cvx549ezB8+PCEolGHKsVHX/rSl/2VDCqAFEVpUP75z39ixowZ6NmzJ1577TX8+Mc/xq233orf//73ABDbXKVz585x9Tp37hw7V1FRgezsbBxxxBHWMpzS0lLk5eXFXuZZYq4/omGTszCxIE0O+eewCFEYPuWkaIDB1X+fyIzPPyFX+9QGjQrw+qaM+ccn9cFnTPmknNblfZHSwHz/6Up1+flE4MLMJVx5pMb4YsbApIrSMaXXgNY3NugNAdo3k8ZmjhlxZIuSUh9tYtBGU44iK4qSGqgAUhSlQTl48CB69+6NqVOn4tRTT8VNN92EsWPHYsaMGXHlpEmyz2TcVmbKlCmorKyMvT755JPkOsJw+RYmbsIm7j6TQx+xIgky1zHfu2xSOUk0SOlg3AdA3vTB/HT1k5aTbIe1a45J0SnJpmu8pfHgviQa0aF16XG6o5uPwKKRDpvY4301a3vMMXM96Xoeeo2NKOIRJpMKZxNKLppaFNmMlb70pa+GfSWDCiBFURqUgoICnHjiiXHHTjjhBHz88ccAgPz8fACoE8nZtm1bLCqUn5+PAwcOYMeOHdYynKgPVA7bdlo6TnEJDNtnju08jwDYxGJYhCBsIu8SJvyfkE9KGy8bJRoVhq2vZixc9Wjbtv5IY039DQJ5TQ+tx787QfCNIKDtS+9pOak/3BaPdklRONtDSl3lzHtJlNP1PNRvasfsJJcMTS2KrChK45DM/wwVQIqiNChnnXUWNm3aFHfs/fffR7du3QAAPXr0QH5+PhYtWhQ7f+DAASxbtgz9+/cHAPTp0wdZWVlxZbZu3YoNGzbEyvjiupPuwkxOwybwYX+gfaNDUlqYZN91N90nckFx+S6JLlt52wSb15FS1MIISzXj8I0KqA3zngs7HhHjIka6Zra7lDZR6fLBtEPPUXtSnyRxReub3dzoM354ffOTbr5grhFNheO+274bXBzxCJQvTTGK3Nh3wvWlr5b4SgYVQIqiNCg/+clPsGrVKkydOhX/+Mc/MHfuXDz55JMYP348gK8nLcXFxZg6dSrKysqwYcMGjB49Gm3atMG1114L4OuHL48ZMwaTJk3CkiVLsHbtWnz/+99Hr169cP7550fyx/wRpZMe35QzU1+ywf84h6W58bI+E0JbBMjma6IEgX2bZ1v5sDKSX0FQdxG+zbZvGVcEzrarGv9Jr69N7AB1ozS8fFSxLH3HeBn6mX8XuaCSvuN01zZ6jvaLbysvbZRgBBX1QVovxNf8JDKJaWpR5GQnYoqiNDwqgBRFaVBOO+00lJWV4bnnnkNRURF++ctf4rHHHsN1110XK3PbbbehuLgY48aNQ9++ffHZZ5/h9ddfjz0DCAAeffRRXHrppRg5ciTOOusstGnTBq+88kq9PFDZZ9c3nwks4E49sx3jgsoWBQqz5ZP6JSEJOum8r22XPZdAsdl2jTMXHi5fefTIVjZMiNAJP+8Hr2O7NnSMbP3z6YuUbmfa4hEbl9ikIs48G0jy19h1fTdtfTbbYbu2mpdoalFkRVFSj0gPQlUURakPhg8fjuHDh1vPp6WloaSkBCUlJdYyrVq1wrRp0zBt2rSkfJEmytLDMg1R7/b63umXIhH8mMtWWHSB2/GNpCQScTGTZ5+JPH/vSj+02XaJgzB/wsrwyInksxEJ/Lx0nV3PIXKNNRUv/LrQyItLoPE1OtQmf7gpjwC5Nkzw/U7RiBBdC+Taal7iJz/5Cfr374+pU6di5MiR+Otf/4onn3wSTz75ZMwfE0Xu2bMnevbsialTp1qjyB06dED79u0xefLkhKLIgEaBFKUxSOb3TgWQoigKwhfxc6HBJ5phk2tuh56TbIdFBCT70nv+M+wfhu95mwDh0Y4w8RHWpmucffrEz7kePkoxoiBq+iAXItRPyWdJbJsytH0uFsx56bsliTLTHy70jU2eLsf7ZM5Rf/kYSdeD1jXR2draWmRkZKCmpgZA3RS7MEwUecqUKfjFL36BHj16iFHk/fv3Y9y4cdixYwfOOOMMMYqcmZmJkSNHYv/+/Rg8eDBmzZpVL1FkRVGaNiqAFEVp8fCJW9jd6DDR40qVkyaYkoCwTe752g2bzbDPUj9s/bHtbiY9D4b75BuZMkiCwKcvHJuANPbDIkhhopNO/H0EGBUgPILC/bBF9fhxW+TQHDffFSM0pDL0GnLxJok/qT1J8BnxlZmZGWufR/ho/SgpcEDTiiIDGgFSlFRD1wApitLisYmM+rSb6ARJmoTyNRe26IjNH5cYop8TidrQ9Tc2W/w8/WzbBS7KWiGbD2FlbPalsQlLSaS2aP/5WLh2vZOiSTY7tC3aP/Ndof211ZXGg68V4teK1+MCj64fokJHSqlLVVT8KErjkMzvngogRVGUEMImurYJapgtH+ESJSoT1p40UfWZxIdh89k2qfWNDLmEku24r6hxtUsn8S6bRkjYonHStTZiJMxHHhWhYsiWxsfFkS0y5xKp3OewdUtSlMo8/JQe52t/6POETB1FUZSGQlPgFEVp8YStVXGlqIXZ5JN9QzIpWD7++YiyRNoM67dvvUT6R69RmNDgbUb12TY2tlQvc85nTMMEokFKMQwTTy5hzAWStPaIpiCa93ytkFnPQ4UOPWeuT21tLdLT01FTU1NnbHg7qb7uRqNAipJaaARIURTFA58UHVdUyCaGpHK0vSjrTHyO2+zb8L3774MtUhNmx1dE+IyVTxluVypr24CAf/a5biYKQjc4CBOtJmri++BY6btneyisq088ysOFjRFRJoJlBCJPK6URoTDfFUVR6huNACmKogjYtsJ2RUB8oiM+KWeuybNre25b2pPkI48G+OIT9YoaJUq0LBdBPnZoHS5iXNiiSa4t010+U2wbA4RF8TIyMuLECI/AUP+kDRN42hn9bMSLJMopVPBQ8Ub9kNLoXOl+qYgKOEVpeJL5vUvtvziKoij1BJ/cRZnUJrqA2zc9i6YZSee4L2EbICSaFmbsh7UllZPwjWr5RI6k1DcfMWib1If56ko5CxMN1IYUhXFFEvlPaTc62n8pQmR+mrQzI1zo+iQuDqWHqNJ2bRFF6oPrO6ECQlGUhkQjQIqiKAQzeXTd2bdNvG2RHGpXKmc751qALtnx8Ym3F4bvQ2H5JNxH3Eh++GyDLdXl0SebmAhLGZPEkxQ1c/XLZZ/a9NnMwAfeXypG6Lbf/HvGn+fDRZuJAhk7fM0P95f2zaTn2b4j5iVtS56KpLr/itLSiBQBKi0txWmnnYbc3Fx06tQJl156KTZt2hRXZvTo0XG7zKSlpeHMM8+MK1NVVYUJEyagY8eOaNu2LUaMGIFPP/00+d4oiqLUAz5RDekYjyjQzz6CwDVZt9WxfQ47J92N5/2jE2HpuLROybW2iKZH2cbYFS3wXYdFX+aYqe+baiWJUu6HtH5Fui7SdyLKhFlaFyS1Q8+bNiTBFxb5otEjW1smekRT4LjY4TveUV/4TnGJRlEVRVESIZIAWrZsGcaPH49Vq1Zh0aJFqKmpwdChQ7F37964chdeeCG2bt0ae/3pT3+KO19cXIyysjLMmzcPy5cvx549ezB8+HDdBlNRlCaBmZj5TJZ9J7KuNLBEJn82YSVNxl2pVVI0yzcd0Cf1zua3zR/62WdsbWtmJAFFBYEtSiSdt/kY9v2Q1uRQ2zQKREWRVCesLvfPFaWyRW2kMZTa4r7y48ZHOpZ8tzwzfip8FEVJlGQir5FS4BYuXBj3+emnn0anTp1QXl6Oc889N3Y8JycH+fn5oo3KykrMnDkTzzzzDM4//3wAwJw5c9C1a1csXrwYF1xwQZ06VVVVqKqqin3etWtXFLcVRVHqDZ5qxQmLzEgTzzB8n/nD27GlifHPUkoa7SfdBpn7LUUlJDuSfxTJN4O0gD6sXVs71Abfupn3O8xHSbyEtc3FAU3545Elqe/UDk8XlISJrYwt2kfbtKWmcSHpEp+uNmndVBdCmgKnKKlFUpsgVFZWAgDat28fd3zp0qXo1KkTjjvuOIwdOxbbtm2LnSsvL0d1dTWGDh0aO1ZYWIiioiKsWLFCbKe0tBR5eXmxV9euXZNxW1EUxUnYZMyVPmT76cI2abeloEl1fM7ZJppStCSsjk9d7otr0m0jLBJjizyFTax5ehv3S0pntPkeJmp9oztSfVs5W0SJnrPZkb5XLiFjiwxSgWxs8dQ7Y5M/N8jQHNb/KIqSeiS8CUIQBJg4cSLOPvtsFBUVxY4PGzYMV155Jbp164YtW7bgrrvuwnnnnYfy8nLk5OSgoqIC2dnZOOKII+Lsde7cGRUVFWJbU6ZMwcSJE2Ofd+3apSJIUZR6wZZK5sIVVZGO8UlvWHQkEXxs8UmwzW8pkgC4N0TgUZlDBY2SSGlbtgiXTaTYoj1UQFEbNsFk8yEsuhaWtiYJrbDIHr0OPKXP9IGnnIe1TaGbI7jEnxFF5kGodCMF84BUVzupgoo4RUk9EhZAt9xyC959910sX7487vhVV10Ve19UVIS+ffuiW7duePXVV3H55Zdb7bnuiOXk5CAnJydRVxVFUawkI0b4RDZsYmo77lvPpx9R67tSoqS79clgExmJ1JfEDz0utefjv01MSELElV5G60mpcjbfeVmb+LKNG22jtra2znOAjH8mIkN9cY2XsWNsZWZmxoSNeUk7ulHhQ8fRFUFTFEXxIZn/SQkJoAkTJuDll1/GW2+9hS5dujjLFhQUoFu3bti8eTMAID8/HwcOHMCOHTviokDbtm1D//79E3FHURQlaZKdhLnWjtDzvnaSLSeJMyBa9IqLjChbVCeydbZvP6VUrTBBIfkdNWJFx9K2hbXvmLqEFr1ePFJF+xIWxeIpbnRMpOtAry8fHyp+bD7wHedo+bS0b7bGBuAVgUolUt1/RWlpRFoDFAQBbrnlFrzwwgt444030KNHj9A627dvxyeffIKCggIAQJ8+fZCVlYVFixbFymzduhUbNmxQAaQoSpMgkclM2GTaV9TYsO04Jt1Rt9lzRQ14GWmCLNWT0sx4RMlnTPgEWiojrfcJ66O03sVl34aPYApLyXO1J6UnSkLI1q5UhgvMsOvAr4EtMilt/03H16wJMltl036Ynd/4DnAqIBRFaUgiRYDGjx+PuXPn4qWXXkJubm5szU5eXh5at26NPXv2oKSkBFdccQUKCgrw4Ycf4o477kDHjh1x2WWXxcqOGTMGkyZNQocOHdC+fXtMnjwZvXr1iu0KpyiK0pDYJl/JhNd90+N8IgFRIhTUhs2WK/ISpV1bJMZmO8x31xojblMSXq5++axdiuKrgUdNwqIyPALjSj10+WbapWlnPgKXpsMZPw00jY3Woz9t/vG6QHyUh6bNGT+4T6mMCjhFSS0iCaAZM2YAAAYOHBh3/Omnn8bo0aORkZGB9evX4/e//z127tyJgoICDBo0CPPnz0dubm6s/KOPPorMzEyMHDkS+/fvx+DBgzFr1qzY3SJFUZSmgG/KF8U3Nc123JbO5bLF64SlYUn94KlNiRDFZ5+6UvqXqw3XuEnXMmysbREK+t61DTUXQUb8uPri8kVKj3N9l8w5umkBT9+ziRsuLmlfbWmSVNjx6JC0Axy1r88BVBSlIYkkgML+ubVu3RqvvfZaqJ1WrVph2rRpmDZtWpTmFUVRDjlRBE593fWVokPUn0TXBUX11SWQANRZ4xFmQzruK+58/DG4ohIUm6ANE2VS9AxAXATGBx594T6GiVDeNk1Hs4k1fs1s/bQJYr5bGy9n/DBpb9XV1bFztuiU5IPPQ4cVRVHqi4R3gVMURWnORImERBUXiUR7bEiTUldUwPZZeh9VPIX5kUhkzBXJCosK+aaT+fosRU945MIVBQrzwYwh75frWtkEmIno8BQ9bo+2KX0/guCbZ/hIa5b495iPEbdv3mdkZMTZpw87T0WS3SFRUZSGRW+5KIrS4vFJr+L4RkDMhE+6Q88n8nwdBJ+Quh6IyienroXxPml6PnD/XPXCfPL1xVc42tpyYRMp0veDppeFlYk6Trbvh6087wNv05QzGw/wyJE0VmYs6BbWPAJm+m+uBd3qmr+o+KGC0NjXCJCiKFFJ5uah/sVRFEX5//hMll3pQpINKWIRxR8+seYTxShiwlbO559IWPpbWDRJalfy3TURltLFpGM2H4F4wWITpzbR5RJx5liYwOHfH95nHjGyCVjpnE86n3nv+z2iZcNEp0mD4/ZcY5KRkYGMjAyNoCiK0qCoAFIUpcXjexcpLOpDJ4jSnXibEApLi4qCTxpa2ERW6kcYkrAJEwO8nkssuezZUv4SiQJxm1QI2K4fFQhhbfP++kZjbMdsn6W2qR1pIwTXe9pPaosKNfqsIFOXRohoFEraOU9RFKWh0DVAiqK0eMJSwqKWD7MlTfTD1rHw1CWbTZ4eJtm2iRsembA9RFQqY/PJNTFPJn2B2knUFvVDigLZhAd98XK2CCEf27CJv9S+ZENq2za+9LxZg2PbFtsco6KHihsakTQ7vEmbHtBNEoIgiG2SYLbENt+fVN4FNuyGgqIoTQ+NACmKogj4rEmIEimpzyiPT11XlMlHOPjcmXdNtk07tlQtF9LYS5EY37G3+SFN/KU2ebvGlpnUu9q19SFMBNquFz/GIzauybgRPvQhpPwBpiYlzcce74sRM/Rhp9SOFHVKZeGjKErjksz/To0AKYqioG6kJUodG4mmr0lpc/SOe1gUiNeLIhiSTbkzx6TISBi+kSEpomJr32cSb2z4rkORIjHSOVfdMKFiK0vTzaT2eBSGCiUpykPrSceNkKFpetKzj1ypicbnjIwMpKWlxbbVNnbN8VRGI0CKklpoBEhRlBaNbdIdltpls+MqHyViZCvj8itqpEWq44s0WTafpaiEzzlj11eI2PpriyDRyI2BvpfWv9j66esTbdtWNswHQ5RUK+n5O8YG9YenuZl2pfU+ku/UprSZg7RLnhFbvuJUURSlvtEIkKIoLRpblMJM3GzPWJHWXlB7ElHW40i2ffsSRVzZ1n7QY9JY2Na12OBRBEn4JIoUvfNZC8Xb5X03NiW/XT5L5VzjFfZAVSreoopDLnDomNANCnifaOQoTPzxiBQdN17XrBnikaNU3wZbRZyiNDzJ/N6l9l8cRVGUJLGtDbGVpbjujIdNtqPU81mLE6W8L9SOtH5D+mmbMPuKhfrE5g+PTIRN8qNGg6SIlyT46ORf2hXNJq55FIees+3uRkWcCzouZi0PjZzZvqe0LH1PfeFiJ2p0rami4kdRUg+NACmKovx/+GQ87G67FHFwlXOVsdlx+RNmy1UmGXyjVVKalNTPZESQJDCkSAsVFdJ1dfXJ1UfpPT8mpUC64EJHGlPf75otGsXfm13hTHSGtsWjOZKwk8aUbopgtsg2duiao+bwDCAVQYqSWmgESFEUhUAnea7dyGyfpeOJpKb5lk8WPtmVUqCAuutUwqJhtom6qRtlTFz+Ghs+qVo+7Un2pc/mGE+RA+pGOKQ69LxPZFE65xstNCl2vH1ehz/Dh7cjpUZK348gCKzpb/yY8S3Vo0CKoqQWKoAURVEE+PoXjk/KlE9ZW91ExY9PvSi+0yhBVFs2e2E++m5BTn/y9z6+Rbm2rpRG2xobas8WhZEiPFEiYjTlzNa28Y/3lwsPs0U27x8XmyZ6QzdakKJ/NiFlIkHGByrQFEVRfNE1QIqiKAlyqO48u+600/e2SaJ0p1wqJ7XrOm/OSeUkf8NS+2g5WxumDJ/4S22G4RI5PtEbnzI2IWF+8rL02rjWydiOudqV6lL7tP0wsckjQVJb1JaUKme7jhQeUaKkp6fHXvRcMmlwpaWlSEtLQ3FxcexYEAQoKSlBYWEhWrdujYEDB2Ljxo1x9aqqqjBhwgR07NgRbdu2xYgRI/Dpp58m5AMXgvrSl74O/SsZVAApitJoNIWJCyfKH1XXZD7MjjlvK8ePS1sVR/FROmYmuWERKynNydUeFU60H3zybODl+GRYElJS3bCxtLXvK/x4W1J7vL+2Y652JZtckEjt035Se5LQ4H64BCwVNBS6nTWvS32mEShzzpY2GJXVq1fjySefxMknnxx3/MEHH8QjjzyC6dOnY/Xq1cjPz8eQIUOwe/fuWJni4mKUlZVh3rx5WL58Ofbs2YPhw4ejtrY2kg/JTsQURWl4VAApitIoNIWJC2CPKPgIDNsEtD5IJG2OfvaNQCUDn9i7xBYXIdSGra6rTSkiY7PBIxlh180maGmqGW2XT965KJCug0vESPX5mEnt0rLcdypEpPYkscrtSuuIpPHnItiIndra2rh2Dh48GPudTSQCtGfPHlx33XX47W9/iyOOOCKuT4899hjuvPNOXH755SgqKsLs2bOxb98+zJ07FwBQWVmJmTNn4uGHH8b555+PU089FXPmzMH69euxePHiyL409p1wfemrpb4SRQWQoigNTmNMXKqqqrBr1664l4TPH1RJYPBjYT9pPek4P+86Z/PZHLdFFXz88Ul1MvaMTeoP9y0I3GuKXP0wbdrSt8LGgbYvlbXZ5pEXjm0HNMlvqT2+dXXY+FAh5rs9uc1nqQwXKhK2c3R3N2ODrvcx/cvIyIiJqvT0dGRkZDj7LDF+/HhcfPHFOP/88+OOb9myBRUVFRg6dGjsWE5ODgYMGIAVK1YAAMrLy1FdXR1XprCwEEVFRbEyHN+/IYqiNH0iCaDS0lKcdtppyM3NRadOnXDppZdi06ZNsfPV1dW4/fbb0atXL7Rt2xaFhYX4wQ9+gM8//zzOzsCBA+MmC2lpabj66qvrp0eKojR5GnriAnz99ysvLy/26tq1a9z5RCfltnqSGPBpL0zUuLCJGT4Rd7UjfQ7zJZm7cBKJpEO5RJdUNuy6uaAiKezhpTbb9BzfeMAlWPn1cO04Z2ub+kfvpFKhwtuk0VVprLkNW4TMHOeRn6jR23nz5qG8vBylpaV1zlVUVAAAOnfuHHe8c+fOsXMVFRXIzs6OuwHDy3Bcf0Ma+y64vvTVEl/JEOm/zLJlyzB+/HisWrUKixYtQk1NDYYOHYq9e/cCAPbt24e3334bd911F95++2288MILeP/99zFixIg6tsaOHYutW7fGXr/5zW+S6oiiKKlBY0xcAGDKlCmorKyMvT755JO488n+MaWEpYP5RH2kaJKUauWyw9uldWw+2eqbetIuYb6Y8q56PCLCfbP1OSwVTmrTZ2MJV0pZEAROscbr2Xzmx+nuaryuLTWNixnets0/3m9+jPohiT1+vah4MilutD8mumR8Tk9PR01NTaTv0ieffIL/+I//wLPPPotWrVpZy0kC1GdMbGXC/oYoitKwJPN/O9KDUBcuXBj3+emnn0anTp1QXl6Oc889F3l5eVi0aFFcmWnTpuH000/Hxx9/jKOOOip2vE2bNsjPz0/YcUVRUg8zcXn99dcbdOICfB1JysnJsda1kexDGql4sAmAsJQu1wTUt33+Uzon+cLLhPngmlTzctIkO+wfGp3oS+3xdm1+2ISg1Pcwv8xWzryO7bpyf22+AN9cc16G1udRF749Nbdl8yc9PT0mUKgv5sXPG3sZGRmora2NiRkq1ugDVin0wahRI37l5eXYtm0b+vTpEztWW1uLt956C9OnT49lplRUVKCgoCBWZtu2bbGbK/n5+Thw4AB27NgRdzNl27Zt6N+/v9iu7W9IfdyNVhSlYUlqDVBlZSUAoH379s4yaWlpOPzww+OOP/vss+jYsSNOOukkTJ48OW6BM0fzbhWleUAnLpmZmcjMzMSyZcvwX//1X8jMzIxNTngkxzZxsZWpD3wnNK4Jv2+am2/5ZHeCc6Vk8fOJRnfCfLPZdZW3RWZcNn2Fj7EltUOPuVIHqbBwiVypTV+4j7Yooyt6RqMztggPF8SSH8amWbdD2zTHpP5zn03bUYX94MGDsX79eqxbty726tu3L6677jqsW7cORx99NPLz8+NuyB44cADLli2LiZs+ffogKysrrszWrVuxYcMGqwBSFKX5ECkCRAmCABMnTsTZZ5+NoqIiscxXX32Fn/3sZ7j22mvRrl272PHrrrsOPXr0QH5+PjZs2IApU6bgnXfeqRM9MpSWluKee+5J1FVFUZoIZuJCueGGG/Dtb38bt99+e9zE5dRTTwXwzcTlgQceABA/cRk5ciSAbyYuDz74YIP0wzVx9YkY2CIEUspTVCEiTV7DfIris885SdjZol7ShNtM1OlzZEw5HhGRoljJiDeXQOLt2urS9TU+dk10xfTXFvWxCecwX4F4kULtcPHDy0qRJqlPtv6mp6ejurpatMXXA/mSm5tbZ97Rtm1bdOjQIXa8uLgYU6dORc+ePdGzZ09MnToVbdq0wbXXXgsAyMvLw5gxYzBp0iR06NAB7du3x+TJk9GrV686axN90AiQoqQWCQugW265Be+++y6WL18unq+ursbVV1+NgwcP4oknnog7N3bs2Nj7oqIi9OzZE3379sXbb7+N3r1717E1ZcoUTJw4MfZ5165ddRYwK4rS9GnqE5dEJ85hE1FXGho/b+zV14TKNUmNWl+6U0/7EyawpHq281JKGf1MhUJY+1LbtqgDTWcLs2ETdb4PrTV1bOPK2wqLhPG6rtRK23oeSfBwX1zfIyNm+FhQsUvJyMhIOs1U4rbbbsP+/fsxbtw47NixA2eccQZef/115Obmxso8+uijyMzMxMiRI7F//34MHjwYs2bNSmhHOkVRGp5k/k8mJIAmTJiAl19+GW+99Ra6dOlS53x1dTVGjhyJLVu24I033oiL/kj07t0bWVlZ2Lx5syiAXLn7iqI0Lxp64uKaQIZNTKmNsEknrZtIdCgMm1AI85375CqTiJ9SqlUykRpaly/8t/UnGZFr6x89HiaaXDZMPSoUuCC2paZJURef1EBTzqzn4T5IdbjP/DsvbfstYerSyBB9HlCiLF26NO5zWloaSkpKUFJSYq3TqlUrTJs2DdOmTUuqbUAjQIqSakQSQEEQYMKECSgrK8PSpUvRo0ePOmWM+Nm8eTPefPNNdOjQIdTuxo0bUV1dHbdYUVGUlkFTmbhIE5go0QCf84lEYAw2QRNm0ydtKhnCxJ6vOPSxHzUtUBI+kmgIKydFX6TImC0iJB0LE1aSwPIRp9R/6jv9Ltv6SMv7bL7A/TabHvCNFMzmCOZ9dXV1nB2zI1yqouJHUVKPSAJo/PjxmDt3Ll566SXk5ubGFirn5eWhdevWqKmpwfe+9z28/fbb+OMf/4ja2tpYmfbt2yM7OxsffPABnn32WVx00UXo2LEj3nvvPUyaNAmnnnoqzjrrrPrvoaIoigdRJ+dhE3/XOR65cEWh6GdpgbuPz75RHX5OmuT72pfOuQSCT1uu6IdLbPj46pro00iMQRIlNDpi60NYSpjLB1pHqu9aP2SzTdMIbSJLwuwIZ+ry62gEkdnpjduvj5sCTYnm0AdFSTWS+b2LtAvcjBkzUFlZiYEDB6KgoCD2mj9/PgDg008/xcsvv4xPP/0U3/nOd+LKmAcUZmdnY8mSJbjgggtw/PHH49Zbb8XQoUOxePFizbtVFKXRsU14OWHRCJ+Ii7Qrlov09HTrlsFhaVrcb5sNmw9RtyqW2uHHXO1JdaKMlaucJBIk33za9xEwFNsY0PF17eRm3ksbLfDz/JgUHZJ8dUW+JJ+NyJFErEl349916sOhWAOkKIriInIKnIvu3buHlunatSuWLVsWpVlFUZQGg07SfFPgDD6TedtEUzpvOxbFF5/dyJJtz7XJg8ue7Rwfd2nCztug0OgIb8O2QYFt3MOuEX8vbWjh6q+Uoij5zFPaTF2bAKMRRu6jJGy4Xalv3Gcucmpra+uIRLoZAh0XWgeILrCbGhoBUpTUIrX/4iiKoiSJ7Q5/IvVd2Cae1IbrbrvB50GkYXZ8JmtRygLh0RHXe590Ld8yklChdW3PUrKlcUk+R4UKFVvf+cNMKcZnPsZGVNA+mfq8TduOblJ/aWobfZlIDi1PozvGDxOp5OuYeJtG2KV69oeKH0VpHJKJHie8DbaitATuu+8+5OfnY8yYMY3tinKICItO+ESBpMhHWFlXVCbZKFBY+bCoEBVkNlu2PvtGPng0ALD/M/Npw9U3Pub0mTtS5MUWwaJCwsdPCZs4pelkvD0aAZLgO8hxnw4ePFinz5I9c9xsZGC7LsaWz7qwIAjiBJXZDIGWS3YHuKaAiiBFSS00AqQoFmbNmoUdO3bg9ttvb2xXlEMIvVNum8TwO+wcaXIuteP6bJsYu/zyOe5jN8znqOd5FEMaH6n/rnQubo/7bksHk45F2WTBlgYXVl9KO5PqUr95mpgrEmXK0ciLTWhS2y4fjFjidSQhRKM80tjRyBAtk5mZGfM3IyMjVlbXASmK0pBoBEhRLEybNg1ffvklvvzyy8Z2RWkgokZaJBKJAIQJMLqOQjpuK+97nEc7EhkDV+TH1a4UaXE9f8kWnfIRg67IF7UrHadRGGl9UlifbVEl1znqE48CSWNqi3759J+2aYQQH2saGeK73UnXgkbcTORHEnPp6emaBqcoSoOiESBFsVBeXo6PPvqosd1QGggpMkHfS1EgfofbZdcVPZAmrVJkKsoOcD64IjjcrrlTb1tD4/rsGiepLamfPu1I+LTNr7mtrBR1CktfpMdtoicsPZBGecKiUC5ckUreb75zm/HfFm2SxDMXUxkZGXXS++i6IUVRlIZCI0CKorR4+F17W5RBquN73GC7S24rR5EiI77Royg+Ursu266ytoiKq7xtvGmkQfJJmozbykpIaW7crivCIZUPizy5vlu0DE/DM/Z81kvxlDZJjPPnGUk+paen1/GBp+CZyJApK40PT6GjUc1UToELWw+lKErTQ2+5KIrSogmbPNuO+Z6Xogauuj7iRLIv+eRKZ3NFTGzHaMoSv2NvS3ELE2g+8FQuySd+3OWXK9pgE35hgsVmRxLVkp+8rvTidqVolSTKbFFNV9sA4tLSTESIprzxn1wocTFG26YbH2RkZCAzU+/HKooSjWT+r6gAUhRFscAnjq4UtKgTcZ+0OY6P6HD55FPP1r4kOMLSAm2T9UT+abn6w32wTbq5/9JnH1zj6oro+IgWHj1xRdKkuj79MT7Q8rYNDTh08wMuFk2KHN2Vjn5HaJ+MuAoT6oqiKIcCFUCKorR4pEkpPQfI63B8J5u+ZcNs+B4PsyVFBBKJfEmbMrjaldo3+IiysGgaLSsJHVsExyXYbBEhWpdO5qV++QgmKbLCoykuMUQFjARdQ0RT8Pg5qd/8M7/u9DMVcK7xBpDyGx8oipK6aMxZURSFETUNzTXRS2SdUDL42o6SymVbp0OfXRPmQ9haIF7GtTVyMmPnGh86eXet8+E7oPnYp8elNDje37CUO34t+M50rjUppi3aJl27I0WCJJ9N+2YNkJT+xoWUKcPbTeYGQVNAI1iK0vAk83unAkhRFEVAmvgb6MTRZ0LNJ6tR/2i7yvP2pQm7bSJr8892PtlJno84kyb0xu+wvvLyPtByfNLuKz5cZaS2JIHCBUyYbbpxgdSu2bKa+yLVpSlr1A5H2uDAlW5ozhuhXFNTk1D0LxVoDn1QlJaEpsApiqI44OlCLsJSs2wpXL7lXc/HiYqvkKD43qUPE4T0s00k8FTDKFEzW5qfraz5KUV9wlL3fJCiJ5KopuVt0TJJcEhpelzgSCKHIwk/vu21ETQm8iONC01tM2LW7BJHbRhBZaJHiqIoDYVGgBRFUQRcEzJpzYNUJ2zSHlbeNkl2pV6FpWDZoj2J+G/zxUYyESCpDxxb2prP5JrWtYmhKJN0Lpql6E+U74cUmfMdSyNWaLv0vXk+j4kM0bZMFMkWgautrY2rZ9LhqA/0AapAvCBLS0tDZmZm7EGpqYoKOEVpeJL5vdMIkKIoCvyeFSPhG2nwxWbDFQWKYsd2zpXilsg/GZtA8RVZrq2qpYiKi6jRoyjleHlJ9FC4MAq73jZ8bNtEl/lJha/0vCCzTogKLi5OaSTIQKNNUl/T09PrbICgAkJRlIZEI0CKoigOokZxfM/ZbEt3+n1s2cq5IiU+bfpGG1xlbFEtV1TKJ92PC6qokaGofYgSffGxSe1yaNqf67vA+8/FiSnDN1mQ1nVJ/XMJbi6ITPs04kPT22hfaLTINgapguvmgaIoTRONACmK0uKxCQIzsaHnbelvPvajTPKkSAngjoy42nD5GjXqIU2OE0kZ42NLP9ueHxNmz7ZWx3cNT1hdyY40DrRc2DULm0Bzmy5f+DGbkKFt0nN0zY9UR/KJr9cyKXDUloGmv5lytbW1KZ8CpyhKw5PMjQeNACmK0qKx3dGX/rDatnvmNpJJJQuLYtjKJxKZMOW5sJFs8HbCIgPcvu84u9YASfXMRJ3654oeha2RCht7Wsa0zR/+ScvZ+i1taiDZkXzhY8rTzPgaHPpZGn/TLveVHg/bdY6Oh8FcFwN/FhE/nspoBEhRUovU/6ujKIpSD4RFThLZge1QrAmyCYOwNSkuX8IEm2+EwidNi9uzRSx8/OQCg6aM8Tq2jR5oOVtERcJnDZArGsXHwKcN25gZEWag63boMQM/R0WX9N7WV1t0lEeEqDDloshH7CqKotQ3kQRQaWkpTjvtNOTm5qJTp0649NJLsWnTprgyQRCgpKQEhYWFaN26NQYOHIiNGzfGlamqqsKECRPQsWNHtG3bFiNGjMCnn36afG8URVESRJqw+4ifKBN2n7o+kaioftTHeYorDdAnimLgE/moYsOnDR+/wsRaIkKWR5po+prPmPlspmCDigzqP92sgEeebMKRYot00fOmfW4vIyPDW1ymGjTapy996athX4kSSQAtW7YM48ePx6pVq7Bo0SLU1NRg6NCh2Lt3b6zMgw8+iEceeQTTp0/H6tWrkZ+fjyFDhmD37t2xMsXFxSgrK8O8efOwfPly7NmzB8OHD48L0yuKojR1ov7xDZsAUnu2yaEtXcgmJIzNMHHhQxDY79ZLY8GP8f6Zz1Jd3k/pn50rYsN9tV2rqNEn89MnRU8aW+l6mPfcX5sNjm3zA/5e2gTBHJfG0QiesJRCfp7vCmeuBb1exm5tbW2zSIFTFCW1iLQGaOHChXGfn376aXTq1Anl5eU499xzEQQBHnvsMdx55524/PLLAQCzZ89G586dMXfuXNx0002orKzEzJkz8cwzz+D8888HAMyZMwddu3bF4sWLccEFF9Rpt6qqClVVVbHPu3btitxRRVEUG3Ti6yNq6OSPT4xdk3qpHsUlCmx1XP75nJM+u3znu4mFtesjemialC1CIqWN0c/8GkqRDiBcuIS1L6XZRRkP04a0nsw1tnytDbfN1/Hw8nxdkG3cqH98fZNthzk+DmHjwX1vDilwydyJVhSl4UnqtktlZSUAoH379gCALVu2oKKiAkOHDo2VycnJwYABA7BixQoAQHl5Oaqrq+PKFBYWoqioKFaGU1pairy8vNira9euybitKIoSh+tOfX3aTMaOLfIQ1o5NCLgiQ/zuvW0sfKI+tmPcvquMz/XxSaWz9dm3v7Y6fM0LfS8JpTDRKflnE3U2YRcm6mldvltbVFFs3pv65sGqkqiV/Eo2laUpUJ8pPfrSl778X4mSsAAKggATJ07E2WefjaKiIgBARUUFAKBz585xZTt37hw7V1FRgezsbBxxxBHWMpwpU6agsrIy9vrkk08SdVtRFMWK9MdUujvtEh1RU8ps9W2TUSk1zMeXZASZK43K5gM9FrYBgZTKFnXcff4hUj9cqYRhAom254KXodeWv6fHgqDuehzXOigTPZLOm7qulEITOeLt0v66oLu7UZ9on8yDT+kGDWlpaeLaoFQjmUmYoiiNQ8LbYN9yyy149913sXz58jrnbH+AXbjK5OTkICcnJ1FXFUVRvJDSjOjCbp+6dIIcVsaV1uZTxlUvzFdTNpnJG500R/WXp5TxurYF99y+9P/Gp32bwAoTbmF99Wmb1pe2nzbHaaqc5AMXMRJSup1t/Gj7XKDx68L7yQUc9SkI4neAo79T9EGpqUxz6IOitCQSigBNmDABL7/8Mt5880106dIldjw/Px8A6kRytm3bFosK5efn48CBA9ixY4e1jKIoSkMSNnnxWaMgTQijtiOVoZNSCVe0wnbMFpXwtUfPuQSPKx2M++KKANkm6eazbezDojnUng2boOJ2aARGiuhIdqktn+iYLcrFI1q+15CmwBlh4ipL2+VRH3rObGzAx5++r62tFSNTiqIoviSzfjDSX54gCHDLLbfghRdewBtvvIEePXrEne/Rowfy8/OxaNGi2LEDBw5g2bJl6N+/PwCgT58+yMrKiiuzdetWbNiwIVZGURSlIbFNzqPakJCi21FS06L4JaXPJRrlSUQI2XzxERG8jO25NWECLyxNjtv3EUQ+KY+uf8Rh119KeZN8sdmh5XiE0eYPbVfaLS9snI3ootEq03ZGRkbcznJUaAGoc64+fv8aG9v6BH3pS1+H7pUMkVLgxo8fj7lz5+Kll15Cbm5uLNKTl5eH1q1bIy0tDcXFxZg6dSp69uyJnj17YurUqWjTpg2uvfbaWNkxY8Zg0qRJ6NChA9q3b4/JkyejV69esV3hFEVRGhrzx9SWBidtPhAE8u5kYfakdsP88vljL5XlbbrOhR0HUCclUOofT9FyRULMcVpGSkVzjaFvX6nfPruthdkJuyaSuJLS2qQ2bX5I4jYt7Ztd3lzXlKcV8u83jzbR8rTfXMjQ+nRcqDCimPrG5/T0dI0EKYrSoET6izNjxgxUVlZi4MCBKCgoiL3mz58fK3PbbbehuLgY48aNQ9++ffHZZ5/h9ddfR25ubqzMo48+iksvvRQjR47EWWedhTZt2uCVV16JLZJUFEVpaPi6B3occG8+YLuLXR93tSXb3BdX9EWyZ5Am3fR4Infpw9LepLQo3m4Q+D9vyCc6Q+varqdrDOmLjk3YeNjuVtq+a1Lb1G/pM+8P7aOtb9wHLgqNv1z8pKWlxaI7kujnds2GB+np6bGd4QxShMiXpvZQ9sa+C64vfbXUVzJEigD5NJaWloaSkhKUlJRYy7Rq1QrTpk3DtGnTojSvKIpS77jShMzfPCkS5Ipq8GM8SuRqj/+U7LkWtdPP3H/fiI8rCuKKVtiiQZKPkq+0Po+62do1k3GfyJBrHHw+266HrZzND9dYSval6+N68Knpo23LdF7ejLURLKa+ES10AwPze0CjN2YjAy4S6fWvqamJaz8zMxM1NTVxbftiHsp+2mmnoaamBnfeeSeGDh2K9957D23btgXwzUPZZ82aheOOOw733nsvhgwZgk2bNsVuyBYXF+OVV17BvHnz0KFDB0yaNAnDhw9HeXl55BuyyU7GFEVpWBLeBU5RFKU54ptuxcv71POxxwkTJj4+uQQLb8Nmg0cfXAKF+ym1FSZKJJFnE0G2z75ih0dCXOLTnOdCmNtyCRuXiLSdl2xIa3f4e0kI8Xb59eTXmh4zgoeKHVOOpuHRZwHRh7BK4izq70VjPZRdUZTmgybdKorSoDS19BVATsvi722pU1Ha4Laj1IuCNLlOtH1en8LXbtjGUarrirCYCXkUX6R2bELDJgq4eKECwOWHS3z4jDfte9j3yyYkeRlJ/NnG3DZuXDybz1JkyXwX+Njxra/pd8JEWXzHyUZDPZS9qqoKu3btinvxsdGXvvTVsK9EUQGkKEqDYtJXVq1ahUWLFqGmpgZDhw7F3r17Y2VM+sr06dOxevVq5OfnY8iQIdi9e3esTHFxMcrKyjBv3jwsX74ce/bswfDhw+PuNidKEMjREZ+JvMtmMud9yrgmkbZ/GOYzFyu2tnyEVJhIkc6HTYKlqIR0jvrNy9L3tl3mbD5K/abtSRN8yaZ0DWhZvg7H9Z3zjVBKBME3u7jRdqn/tnG29ZWPm/HfCB3bxCVqChzvR0M9lL20tBR5eXmxV9euXWM+KIqSWmgKnKIoDUoqpK9IE98wQcAnpb534esD3oZrou07eQ7rtwtJNJpjtrHwEYg+Prn66HPH0DZ2LhtSypzUX1OWHrddByqYeHkqWmxjwsfBlKE7tnEBxyM7PC2O7/pmoJsomHK2rbWpHalPUWnIh7JPmTIFEydOjH3etWuXiiBFaUSS+b1TAaQoSqMSNX3lpptuCk1fkQRQVVUVqqqqYp9N+opL7NjEizRZtOG62y+JFh9s7UuTZdvEmJex+eI6b3661o/4ihXqtw3XePmOHy3HxYBpw1cY8ugJt0/H0HdXO+4DjQTx4y4b/JxLwFPf6Bof3i96jG+cID0LiNqhkS36nl6DqJiHsr/11lvWh7IXFBTEjtseyk6jQNu2bbM+kzAnJwc5OTniuWQeyKgoSsOjKXCKojQaTSF9Jcy/ZJHuQvtOsn1xiaywsmF1eBTBZYOXt6WW8TZtaWOu9UW2diV/aX2eeiX1x5W+J7UplZdSwcz7RNPWeBlX2pjNhrTRA7XDt7jm54F4EUPrGZ+MbbpDH91VTfI7yu9aEOhD2RVFSQ6NACmK0mg0lfSVqNGDsG2ofc/ZykUVXr7pdvUh6ML8dI2lLcpiixZFGWfTtlTOlhbniuRJ/kSdpEsRIBo1on5Ia9e4ny5/eGqalLomXTspOsWjTZJQpNtf00iOOWbrK18v5BKRNpraQ9k1/U1RGgdNgVMUJeVoSukrUf+IhqXA+Qgq21qhMPEA2NNtfNuU6kiTY1tkxCe9LawfPuuRoqQautqyjWuUh62adC8eQeGigJ+3iVMpIkRFDBU9vAw95pMS5xJ9NErjGm/XdZOig3wNkLFPhZ5vVJEzY8YMAMDAgQPjjj/99NMYPXo0gK8fyr5//36MGzcOO3bswBlnnCE+lD0zMxMjR47E/v37MXjwYMyaNUsfyq4oLQAVQIqiNChBEGDChAkoKyvD0qVLnekrp556KoBv0lceeOABAPHpKyNHjgTwTfrKgw8+eEh8pj+lcz5lXfUMPlEMX1u+5yUfwvplE2RRImnmfTIixxX94pEX32vDCRMZrkm/SwRJvvJoC11nxYWQrX3pO8Rtu6JJPoKF4hKz1Be+SUJa2jfPDooaXQsjLa1hH8quUSBFSS1UACmK0qA05fQV34iGtOidTyptE27fdDUXtoeQukQSFQNRIzeJCgYfey6/fYSRrzh1lQsTl2HRLh9x6hPho1EYadMD17U1Iol/L+imBUBdkUR9tD18Vjrm8sUW2aH+cXGVypsISOmJiqIcepL5vVMBpChKg5Iq6Su2CbNrXUqY6HHZtdnkSM9Msd3ND4tA1LewoW268C0jpWTx8XNFdiQRIWETT2HRG1u0jpehwtPWd1sEi4sQV6TFJrbMe1eESBoLHnGi9uikn94A4AIM+EZ8VVdXx7VBv8eadqYoSkOiAihFyMrKiv3zUJRUpimmr3C/khEGiZwH3KIgbOG+7yYOvLyPQKBCgJeJukmBrVxYSpb5LKXOSREKXt8mBMM2QfDtl2/0x1VeEhC2OqbvVHjQujbhQvtL6wHys3zocS52TASHlqPHqa+mHo1u0ZQ8s3lCKqMRIEVpeDQC1Mw58sgj8d5776FTp076R1ZRGhDf6I8tDc5gix5EjZQkuvGArZwtUpRIpMPlg21ceBvUH27LHPPZPIGfswk8V9qVSxRy21FS4KQUMdeaK6kMtWnW0VCb5jgXiz5kZGTU2aGOiyDbc4/oMfMcICrUuN2ampo6x1OVVPdfUVoa+hygFODLL79E9+7d9Q+sojQA0sTXJ1XIYFsoHtYercsFgGsyTpHqS/7Y2rH5JgmYsOhPVEEo1XXBI1dRr0eYIOCCgr+nP3kbUnlX1Mtcp/T09FgqmHmeDhczkl1TxqSUSWMR9qwfXt4IK2knOl7W2DcbNdAxsV0bmo6XkZER+fdGURQlGTQClAIEQYC9e/c2thuK0izxFTr1tUjbFulw+REldUuqFzUyFGbPR/zY7IeNt080xeUbL2sbS98tqyW7XBD49t/mc1gEyJSlW1aHrUUzx+h3gIok6dlA1Cc6RrZ0QFpf2m3P4FrLZd7X1NTYhikl0BuUitLwJPN7pxEgRVFaPIlOuOurXR5F4FGGRNoLi2CE1ZGOJxqVsdVLZAxt0R2X0JPK+Wwm4bJLrxlf7E8jN5I9aTz5WNmEoGvMpLVhtjI236hY4scNfNxoOSliRe1xUW5EnW6CoChKQ6IRIEVRFAafhPqsFaH4rvmJEqGJGlXwPe7yQzoetitbfREWCeJREJ/yPIoWxQ9b5IPalxby+6zjskV1aB3gm62jbf3kkRZX1JALMfrgVQlbpMpW1rwyMjJia32kPgFAbW2tboKgKEpkksnMiBwBeuutt3DJJZegsLAQaWlpePHFF+PO0ztf9PXQQw/FygwcOLDO+auvvjrhTiiKoiSLK/3NRVjUxLUGh6fCuSIt3E6UCXzYcXrnPsyWb7uutpMpb1sTw+snEj2zpSTysbFFuaSxkcROWKSKRpJ4W3x9DfWP7/DGoy5RkKKSUmTI/DTreGiEyRXJpMfo2qdUhadG6ktf+jr0r2SILID27t2LU045BdOnTxfPb926Ne71u9/9Dmlpabjiiiviyo0dOzau3G9+85vEeqAoilIPSOKDT0h9bXA7tjZs4siWnuTTtqtdWz1+PopwcQk96ovtva28L6aOrS5fD2OOuYShTfBwe/SzL7abhPS8b2TLbJTAfZTqGfFqhEaYkDTjRdsw7XD/TPSLjrFk0/wemc0SaH9TPQKkKEpqETkFbtiwYRg2bJj1fH5+ftznl156CYMGDcLRRx8dd7xNmzZ1yiqKojQWdELGJ9WJhNkTuetO20wUn1Q3/lNql57zSdVzTaQlv2znku0/te/jl+uYdI5P8hO9xrZ6tmfouHwy0A0O6PN2qO9BEJ/uxiMxNIJDn9VjztfW1orPE3Kl0NnG29TJzMxEZmZqZ+TX1/dWUZSG4ZD+xfniiy/w6quvYvbs2XXOPfvss5gzZw46d+6MYcOG4e677457yjulqqoKVVVVsc+7du06ZD4ritKycKUJ0fUTgLzInE4ifSdBUSfgiZSLghQlkSI2YalnPgLJJaYkYSGtXeF1uKhzlbP5mcyYSuNiE3vSMfqe9lcS3nTsXEKdjgdPTaO+mGiMTeTTneB4lEZKi6PHzLOAuH/mJ31+UX3tsthYqABSlNTikAqg2bNnIzc3F5dffnnc8euuuw49evRAfn4+NmzYgClTpuCdd97BokWLRDulpaW45557DqWriqK0UHzvWPtO0KSJrY/gCZvYc6JMGMP6GCbioogzak9KE4sqGKV+SmloPgJDSs+iE3zfPtJIh8122PWjZXy/I7TvNMJjyhnBQcfGZ4wkYSilCfIoj5RGx+2Z3fZqamrqbKtt0vFMVClVUfGjKI1DMr97h1QA/e53v8N1112HVq1axR0fO3Zs7H1RURF69uyJvn374u2330bv3r3r2JkyZQomTpwY+7xr1y507dr10DmuKEqLwTZx5diiQD51Xcd8JsphtsL8CUtnc63boO2az9JzXaIKOtfEXBJOUjs2W65+Jxtx4ALOJiAkXGNAhYEkymwphDS6w89TG7w92gaNgpo0N5/fCyqG6Bogaps/HJULN2M71VERpCipxSETQH/+85+xadMmzJ8/P7Rs7969kZWVhc2bN4sCKCcnBzk5OYfCTUVRFO9IjS0aYbvbLk1ebZNg3wmUj1BypZlJPrnSt8xnnubkk5pGz4VFm3iaVphAkcSAVIa35Yrc2L4HrraklDIp3Uwabz4mZpyooLH5T6F+S+JD8pWX5SKFRpRo5If6JLVr/Od+8nExtlP9AagGFUCKklocspjzzJkz0adPH5xyyimhZTdu3Ijq6moUFBQcKncURVGsSNEQPjEG5N3gpLquCIav4Akr55My5Lqz7ooASalNpo5NWEnt8lQpqa0w4eLy29izXT/erpTWFQTfrPHigkQSSTYBIvWN2uKCmJeXxtV2XSQBaeCbE9C66enp4veG2+Q7vxmb0nbVRvC4HrBKycjIiPmVnp6OzMzMlN8GW8WPojQOyfzuRY4A7dmzB//4xz9in7ds2YJ169ahffv2OOqoowB8naL2hz/8AQ8//HCd+h988AGeffZZXHTRRejYsSPee+89TJo0CaeeeirOOuushDuiKMlw2GGH4ZxzzsGCBQsa2xWlEbBFEFwTTVfdKKlwvnZdUR1bOz5lXRElKaXMZtcVRbPZ5v761qX1JYEijZ1rgi4JVtumAdwHHini7SQyHrYd1fh15eV8/TSfaVqnJKzMWPLNDCjGB+qLec+PU5s0mhTlujdVUt1/RWlpRBZAa9aswaBBg2KfzdqcUaNGYdasWQCAefPmIQgCXHPNNXXqZ2dnY8mSJXj88cexZ88edO3aFRdffDHuvvvulL4DpKQ2HTt2xH/+53/igw8+wPvvv9/Y7igNiDRRjSI2XLiiQ751o/oS1ecogiOKUPEVOLZ0OJcgNeW5+HBFjWg7vtE33rZL4FFRYVuTQ+u6Uvwk8SW1TdPPzLodnpqYlpZWZ2OEMCHLo2amX1R4BUEQt+7H53q7IoGpjgogRWl4GjQCNHDgwNAGf/SjH+FHP/qReK5r165YtmxZ1GYV5ZDy0Ucf4bLLLsPf/vY35Ofno7q6urFdUhoIV6RGmvRLGwDYbEnrPmxEjRpxH3zEiWvi7iprsydNtm1Riyh3+Wk56ZkzUns+kTjf/pvJuS1yYbMXNqm3bVNtIkc01VJ6zo7LB1fEkPtl2/XORMqokOI+835IY0HLSWXp2iNzXm+AKorSkKT2k8cUpZ44/vjjsXz5cnTo0KGxXVEamENxJ9omAlzlwkRImICwTYylCbBvu2H9sImwMOjkP2xjCdu5KGJOSuULE6Y8aiSVlez4jIFkx/Y9tEVWbG1ywRI2vjSC5KpjE2+0rq08HcvmFvkB/KKKiqI0LVQAKQqATZs2obCwsLHdUJSE1w+5zida1xZVMLiiYaa8sW+LNoS1aTtn842XMe37RqAkX10RQdoOLUvL2HyWoiauaJTLJk1Pk55TJLVpPtNUN9tY0XVANntS1Ij7KKXEpfpDUIHUf5CroqQiydx4SN0njylKPRIEAQ4cONDYbiiNjO0uNZ24JfMAUp/IijQplnyK+uBIqe2wCE+UVDrJR99ztjJ8cuwap6jpaBK2SIUrtc91TBJI5rPkX5R/5pJo4ed9sflp62NYBMt8dh2jO+/ZdqdTFEU5VOhfHEVRlP+P7wTWp46LRCarvpPjMHHiWgCfjH1fePuu1Cjfvtj89L02th3ieHSDti+17TrO7YZFzrgg4ILHZV86x8UjFfTSM36kdUKmTEZGRp2ol+kTjSgB8eMm2TefpTS6VEHT3xSlcUjmd09T4BRFadH4REai2EmkrM/6ESnFy+e8K/VLihyYOnwnMymlSloDFBblihpVsqXZhQkm35Q3qT5f28PHVUqxoz/5A0apTfrTvJfG0bbmxpWu5opUmbJma2rAHc2kfaBljQ3++yJ9X6jA4Q885RshpPraIBVBipJaqABSFEU5BPhGgvikWLq77zu5CpsMS+Vtvtsm03QCbrPH7/SH+UrtR/Hfdd4ltFyRJe6DdN4WiQlr19Y+FZymTfPAUJ91UrZ1NNL48oe+SmLNhmudklkjRKNzPIJGozw06tQcaC79UJRUIpnfO02BUxRFgTs1zBbxcNk5lGVcwsWGLW0qbMIupc75RnGoELJFmmxiw+Azsaf2+PuwiBQ/xqNitrQ2G1yM0P5La2Ns/gLu75tLnLnK8/OmDSNI+E/znkZ4wr6bvA/mRc+lp6c7xXQqker+K0pLRCNAiqIoqL+0t2QnQ660qURsmM8236R1HvS4La3MtgW2TzqfOS9FU3h6l8vXMPvSe8kHV11+jEdrfPvLy0hCyRZdoulrPMrGoyxcqHC/6HlX+xzbdtd8HMxn6gP1zbbmJ9VFRKr7rygtDRVAiqIo9YhPmpQvYelwYQ8itYmLKCR6h563zd/7tGVStlxRIJdYqY9JqS1ljR83Dyr1aVNKWbOJDp/0NEngSmNJhSXfXY8el9qybYpg89fYl4QOvT587VCqkur+K0oqksz285oCpzQ5/vGPf+CUU05pbDeUFo7tzjlFSrmSyoSlgdls+aReSbuF+fpm81fCJzVLEjv0eNSF7lHTAMNSAPnLhS1lkH6mx7gY8vErTNiEiQOeQmYbExqJcY0pTX+TfOdjx6N1NJ0u7PqYMWouaXCKoqQWGgFSmhxnn302tm/f3thuKEocYQ/9lHBN7KRzPlEjHmEK8yksPcmVlmXD5wGoUj+kKFCYaHHZ5++lOpIN12J+n/bNOckPW3u2qCBPqfPZ9MAm4lyfbQLW2PHZ0c+VGsejdT7iTkqVS0VsUTNFUZouKoCUJkdFRUVju6AoMczEpj6f9B5lbU9YmTAxEmWCTieifNLrWkfE2/OZzErrZ7ivtr5LE/swseUjBiQ7LsFoE2ES1BfePz7+tj67rpOJpISlRNrSCc05LsZ4JJFvmsDHiPfXfD9pdEmKNKXyc4AATYFTlFRDBZCiKIoDM4m0PTslaiRHSpuyrd0Ja0fCp4wrAsJTnGg5H9EWRbQk0weX+PCJKvlEUKS6Urv82pnJvCTwbMIvSkQsbK0Xj8S46tqOcZ9pWZdfZjtsXlZKwaPRp1QXEKnuv6KkIsn83ukaIEVRWjxR/ojy9R1A4ut/XMejQH2S1qpI/vDzrkmu5KM0DpxD1WfaDy7WeBlbdMkg9SPMpgRNS6PrW/hPyTb/nlAhQ/1x9Z/6YOuPTfTx4zyNzbX7G7dDnwXEhZ1LaGVkZIhtNARPPPEEevTogVatWqFPnz7485//3Gi+KIrSMGgESFEUJYRE1tvUR3qbBC9/8OBBcSOEsCiMyydbeVcKFW3Xdy1LVPhEXppocz+ldDr63pUyZoNGXHi7QHw6lzQ2NqHCsY01778P0jhw8UQjN67IDO8zF202/1x9rs8U0yjMnz8fxcXFeOKJJ3DWWWfhN7/5DYYNG4b33nsPRx11lLcdjQApSsOTzO+dCiBFUVo8vmlBtjQ4Xs9Wpj4ET5QIRtR2fUUbb0NaGxOWVsVt+Ag213oc18Q+rC+2slxsuAQYFV0mBc1mz+aLWXND0+hcfeC7xFGRQz/TMjYhL7Vhi3jRZwKZ9vhNAh49kn4vMjIyGl04PPLIIxgzZgx++MMfAgAee+wxvPbaa5gxYwZKS0vjylZVVaGqqir2ubKyEgBQU1ODffv2NZzTiqIAAA4cOFDnmO/fFBVAiqK0eKJOnH2QJuuHYrIXdufcJVT4hNkmOKRzgH0DhiiCy3fXMJsf0rWz2bOJWh9By68fj3BIAsMl0qQ+0O+JTURJ7dvGJKxdXoY/rJQLOoOJOtJnA9nGgtrntmpraxt184MDBw6gvLwcP/vZz+KODx06FCtWrKhTvrS0FPfcc0+d4ytXrsTKlSsPmZ+Kovize/du5OXlhZZTAaQoivL/4aLFvDfnaJqPazME26TcEDZhdR3nthOdwNvakaI50vGoKX628rZJPD3nA0+7k/rrK8pMWSltLIpv1Ac6DrbIDbXNIyc2UcOjT0DdyBDvA92oIMxvnz5SqHAzosq0lZ6ejpqampiPVHQ1Bl9++SVqa2vRuXPnuOOdO3cWdyOdMmUKJk6cGPu8c+dOdOvWDR9//LHXhCsV2LVrF7p27YpPPvkE7dq1a2x36gXtU9OnPvoTBAF2796NwsJCr/KRBdBbb72Fhx56COXl5di6dSvKyspw6aWXxs6PHj0as2fPjqtzxhlnYNWqVbHPVVVVmDx5Mp577jns378fgwcPxhNPPIEuXbpEdUdRlBbME088gYceeghbt27FSSedhMceewznnHNOZDv1kSLmqp+oEPLxy7aNs080i07AzWc+aZeEoMtXl2iwIQkFeo5Pkl3CyhWR8IWnuknnXO8pdE0M9dGnnuvZPNxPmvbm6pOrTe4fHUsqZCSRbMrR1Dh6jczxjIwM1NTUeKVyNhRSKqQ0jjk5OcjJyalzPC8vr1lMQint2rXTPqUAza1PyfYnyo2IyH9x9u7di1NOOQXTp0+3lrnwwguxdevW2OtPf/pT3Pni4mKUlZVh3rx5WL58Ofbs2YPhw4en/HMAFEVpOMzi5TvvvBNr167FOeecg2HDhuHjjz9OyB6d8Ejv6WTNlvZlOxYWLfBZLB51Eu9qU5rU8wkr/SmlaEVpk4+nZJe3SevYIgS2tKsokSNJZEj+SG3yOq4oEfdVGms6LjSKI5XndUxZAHG70LnGlfdFimrydW/GJj1njvPrSftBxZTv78WhpmPHjsjIyKgT7dm2bVudqJCiKM2LyBGgYcOGYdiwYc4yOTk5yM/PF89VVlZi5syZeOaZZ3D++ecDAObMmYOuXbti8eLFuOCCC+rUsS08VBSl6RB1gp4sURYvA/a/I7t3744dC7u7HyaCbClwvhEFW1lXVMf1IE9XxCDMrqsOP2ZLPeN1JH9sPtCoAhcEtrHi9ly+GPiNNx87Ye2FlZXEDX9JaWy2OvzBojQKY0uNq62tddrgPgJfL/an540NU5fXP3jwYFzKm2mX2jc2TbmG/DuSnZ2NPn36YNGiRbjssstixxctWoTvfve7DeaHoigNzyFZA7R06VJ06tQJhx9+OAYMGID77rsPnTp1AgCUl5ejuroaQ4cOjZUvLCxEUVERVqxYIQog28JDRVGaDtu3b2+wPPioi5cB+9+Ro48++pD4qChKdHwXMNcXEydOxPXXX4++ffuiX79+ePLJJ/Hxxx/jxz/+cWjdnJwc3H333WJaXKqifUoNmlufGqM/aUESt1vS0tLqrAGaP38+DjvsMHTr1g1btmzBXXfdhZqaGpSXlyMnJwdz587FDTfcEHcnFvh64tKjRw/85je/qdMOv3PbHBcecprbAjcJ7WPzoLKyEkcddRR27NiBww8/vEHa/Pzzz/Gtb30L//d//4f+/fvHjk+dOhWzZ8/Gpk2b6tRpaX9HmvN3rzn3DWje/bP1LQi+WcDc0OuBnnjiCTz44IPYunUrioqK8Oijj+Lcc89tUB8URWlY6j0CdNVVV8XeFxUVoW/fvujWrRteffVVXH755dZ6rrztlrTwkNPcFrhJaB+bB42xiNl38TLQcv+ONOfvXnPuG9C8+yf1rbFuRIwbNw7jxo1rlLYVRWkcDvmMpaCgAN26dcPmzZsBAPn5+Thw4AB27NgRV04XHSqK4osuXlYURVEUJVEOuQDavn07PvnkExQUFAAA+vTpg6ysLCxatChWZuvWrdiwYUNcKouiKIoNuniZsmjRIv07oiiKoiiKk8gpcHv27ME//vGP2OctW7Zg3bp1aN++Pdq3b4+SkhJcccUVKCgowIcffog77rgDHTt2jO2wkpeXhzFjxmDSpEno0KED2rdvj8mTJ6NXr16xXeHCaG6LvyS0j80D7eOhI5nFy0DzvzbNuX/NuW9A8+5fc+6boiipQ+RNEJYuXYpBgwbVOT5q1CjMmDEDl156KdauXYudO3eioKAAgwYNwi9/+Ut07do1Vvarr77CT3/6U8ydOzfuQai0jKIoShi6eFlRFEVRlKhEToEbOHCg+ByCWbNmoXXr1njttdewbds2HDhwAB999BFmzZpVR9i0atUK06ZNw/bt27Fv3z688sorKn4URYnMuHHj8OGHH6Kqqgrl5eUqfhRFaTCeeOIJ9OjRA61atUKfPn3w5z//ubFdEiktLcVpp52G3NxcdOrUCZdeemmdnTJHjx4d95DbtLQ0nHnmmXFlqqqqMGHCBHTs2BFt27bFiBEj8OmnnzZkV2KUlJTU8Zc+fzIIApSUlKCwsBCtW7fGwIEDsXHjxjgbTak/ANC9e/c6fUpLS8P48eMBNP1r9NZbb+GSSy5BYWEh0tLS8OKLL8adr69rsmPHDlx//fXIy8tDXl4err/+euzcuTOyvw2/bZOiKIqiKEoKM3/+fBQXF+POO+/E2rVrcc4552DYsGH4+OOPG9u1Oixbtgzjx4/HqlWrsGjRItTU1GDo0KHYu3dvXLkLL7wQW7dujb3+9Kc/xZ0vLi5GWVkZ5s2bh+XLl2PPnj0YPnx4nYcJNxQnnXRSnL/r16+PnXvwwQfxyCOPYPr06Vi9ejXy8/MxZMiQuAdfN7X+rF69Oq4/Zo3rlVdeGSvTlK/R3r17ccopp2D69Oni+fq6Jtdeey3WrVuHhQsXYuHChVi3bh2uv/766A4HiqIoiqIoijenn3568OMf/zju2Le//e3gZz/7WSN55M+2bdsCAMGyZctix0aNGhV897vftdbZuXNnkJWVFcybNy927LPPPgvS09ODhQsXHkp3Re6+++7glFNOEc8dPHgwyM/PD+6///7Ysa+++irIy8sL/vu//zsIgqbXH4n/+I//CI455pjg4MGDQRCk1jUCEJSVlcU+19c1ee+99wIAwapVq2JlVq5cGQAI/v73v0fyUSNAiqIoiqIonhw4cADl5eUYOnRo3PGhQ4dixYoVjeSVP5WVlQCA9u3bxx1funQpOnXqhOOOOw5jx47Ftm3bYufKy8tRXV0d1+fCwkIUFRU1Wp83b96MwsJC9OjRA1dffTX++c9/Avh6c66Kioo4X3NycjBgwICYr02xP5QDBw5gzpw5uPHGG+OebZdq18hQX9dk5cqVyMvLwxlnnBErc+aZZyIvLy9yH1UAKYqiKIqiePLll1+itra2zjPHOnfuXOfZZE2NIAgwceJEnH322SgqKoodHzZsGJ599lm88cYbePjhh7F69Wqcd955qKqqAgBUVFQgOzsbRxxxRJy9xurzGWecgd///vd47bXX8Nvf/hYVFRXo378/tm/fHvPHdX2aWn84L774Inbu3InRo0fHjqXaNaLU1zWpqKhAp06d6tjv1KlT5D42KQEUtoCqqS8AC8NnIWKQggv3KM1xsSVnxowZOPnkk2NPMu/Xrx8WLFgQO5/q1xAI72OqX8NUWbxMae6/W81xUTMl1Rc4U1JtsfOhgt6ZB77uNz/W1Ljlllvw7rvv4rnnnos7ftVVV+Hiiy9GUVERLrnkEixYsADvv/8+Xn31Vae9xurzsGHDcMUVV8QeoWL8nD17dqxMItenqVzDmTNnYtiwYSgsLIwdS7VrJFEf10Qqn0gfm5QACltABTTtBWBh+CxETMWFe5TmutiS0qVLF9x///1Ys2YN1qxZg/POOw/f/e53Y//gU/0aAuF9BFL3GqbS4mVKS/jdam6LmimpvsCZknKLneuZjh07IiMjo84d523bttW5w92UmDBhAl5++WW8+eab6NKli7NsQUEBunXrhs2bNwMA8vPzceDAAezYsSOuXFPpc9u2bdGrVy9s3rw5duPEdX2acn8++ugjLF68GD/84Q+d5VLpGtXXNcnPz8cXX3xRx/6//vWv6H2MtGKoAQFbQBUEqbUAzAe+ELG5LNyjNIfFlj4cccQRwVNPPdUsr6HB9DEIUvsapvLiZUpz+91qCYuaKam8wJnC/1c3xcXOh4LTTz89uPnmm+OOnXDCCU3y78jBgweD8ePHB4WFhcH777/vVefLL78McnJygtmzZwdB8M01mz9/fqzM559/3ujfP8NXX30VfOtb3wruueee2HfwgQceiJ2vqqoSv4NNsT933313kJ+fH1RXVzvLNeVrZPu7kOw1MX8X/vKXv8TKrFq1KqG/CykngPLy8oIjjzwy6NmzZ/DDH/4w+OKLL2LnlyxZEgAI/v3vf8fVO/nkk4Of//znDeF2JDZv3hwACNavXx8EQRB88MEHAYDg7bffjis3YsSI4Ac/+EEQBKnfxyBoXtexpqYmeO6554Ls7Oxg48aNzfIa8j4GQepew6qqqiAjIyN44YUX4o7feuutwbnnnttIXiVGc/vduvvuu4M2bdoEBQUFQffu3YOrrroq+OCDD4IgaH5/G6uqqoIOHToE9913X+xYql47/r+6vq7VzJkzg7y8vDrt5eXlBb/73e/qtxMJMG/evCArKyuYOXNm8N577wXFxcVB27Ztgw8//LCxXavDzTffHOTl5QVLly4Ntm7dGnvt27cvCIIg2L17dzBp0qRgxYoVwZYtW4I333wz6NevX/Ctb30r2LVrV8zOj3/846BLly7B4sWLg7fffjs477zzglNOOSWoqalp8D5NmjQpWLp0afDPf/4zWLVqVTB8+PAgNzc3Nv73339/kJeXF7zwwgvB+vXrg2uuuSYoKChosv0x1NbWBkcddVRw++23xx1PhWu0e/fuYO3atcHatWsDAMEjjzwSrF27Nvjoo4+CIKi/a3LhhRcGJ598crBy5cpg5cqVQa9evYLhw4dH9jczWryocRk2bBiuvPJKdOvWDVu2bMFdd92F8847D+Xl5cjJyWnSC8A4gbAQ0bVI7KOPPoqVSeU+As3jOq5fvx79+vXDV199hcMOOwxlZWU48cQTY7uQNIdraOsjkLrXMJUXL1Oa4++WWdR83HHH4YsvvsC9996L/v37Y+PGjc3ub6NtgXOqXjtKfV2r+lzsfCi46qqrsH37dvziF7/A1q1bUVRUhD/96U/o1q1bY7tWhxkzZgD4+kH2lKeffhqjR49GRkYG1q9fj9///vfYuXMnCgoKMGjQIMyfPx+5ubmx8o8++igyMzMxcuRI7N+/H4MHD8asWbOQkZHRkN0BAHz66ae45ppr8OWXX+LII4/EmWeeiVWrVsXG/7bbbsP+/fsxbtw47NixA2eccQZef/31Jtsfw+LFi/Hxxx/jxhtvjDueCtdozZo1GDRoUOzzxIkTAQCjRo3CrFmz6u2aPPvss7j11ltju8WNGDHCuXTGRkoJoKuuuir2vqioCH379kW3bt3w6quv4vLLL7fWC5rQAjCDWYi4fPnyOudSeeEexdbH5nAdjz/+eKxbtw47d+7E888/j1GjRmHZsmWx883hGtr6eOKJJ6b8NUzFxcuU5vi7NWzYsNj7Xr16oV+/fjjmmGMwe/bs2GYAzeH3CrAvcDak2rWTaEqLnQ8V48aNw7hx4xrbjVCCIHCeb926NV577bVQO61atcK0adMwbdq0+nItYebNm+c8n5aWhpKSEpSUlFjLNKX+GIYOHSper1S4RgMHDnR+1+rrmrRv3x5z5sxJxlUATWwThKik0gIwim0hYqov3KM058WWAJCdnY1jjz0Wffv2RWlpKU455RQ8/vjjzeoa2vookSrXMFUXL1Oa+++WoTktaqY0xwXOlCa52FlRFIWR0gJo+/bt+OSTT1BQUAAA6NOnD7KysmK76wDA1q1bsWHDBvTv37+x3IwRBAFuueUWvPDCC3jjjTfQo0ePuPM9evRAfn5+nP8HDhzAsmXLYv6neh8lUu06SgRBgKqqqmZxDW2YPkqkyjXMzs5Gnz594vwCgEWLFjXpsQda3u9WVVUV/va3v6GgoKBZ/V49/fTT6NSpEy6++GJnuVS9dvV1rfr164fKykr89a9/jZX5y1/+gsrKyibVX0VRUpTIq4YOIa4FVKmwACyMsIWIQZC6C/cMzXGxJWfKlCnBW2+9FWzZsiV49913gzvuuCNIT08PXn/99SAIUv8aBoG7j6l+DVNp8TKluf9uNddFzZRUXuDM/U2lxc6KoiicJiWA3nzzzQBAndeoUaOCffv2BUOHDg2OPPLIICsrKzjqqKOCUaNGBR9//HGcjf379we33HJL0L59+6B169bB8OHD65RpLKS+AQiefvrpWJmDBw/GtkDMyckJzj333LhdnoIgtfvYHK7jjTfeGHTr1i3Izs4OjjzyyGDw4MEx8RMEqX8Ng8Ddx+ZwDX/961/H+te7d++4raSbKs39d+uqq64KCgoKgqysrKCwsDC4/PLLY7sOBkHz+L167bXXAgDBpk2b4o6n2rVz/a8Ogvq7Vtu3bw+uu+66IDc3N8jNzQ2uu+66YMeOHQ3US0VRmjNpQRCyOk5RFEVRFEVRFKWZkNJrgBRFURRFURRFUaKgAkhRFEVRFEVRlBaDCiBFURRFURRFUVoMKoAURVEURVEURWkxqABSFEVRFEVRFKXFoAJIURRFURRFUZQWgwogRVEURVEURVFaDCqAFEVRFEVRFEVpMagAUhRFURRFURSlxaACSFEURVEURVGUFoMKIEVRFEVRFEVRWgz/DwuqN+N7ZHxxAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "emccd = CpicVisEmccd()\n", "\n", "f, ax = plt.subplots(3, 1, figsize=(10, 4))\n", "plt.subplot(1, 3, 1)\n", "psf_imshow(emccd.dark, vmin=1e-8, vmax=1)\n", "plt.xlim([150, 350])\n", "plt.ylim([150, 350])\n", "plt.title('Dark Current (with hotpix)')\n", "plt.subplot(1, 3, 2)\n", "psf_imshow(emccd.flat, vmin=1e-8, vmax=1)\n", "plt.title('PRNU')\n", "plt.subplot(1, 3, 3)\n", "psf_imshow(emccd.cic, vmin=0, vmax=1)\n", "plt.title('CIC')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 本底测试\n", "本底上具有横条纹、竖条纹、本底波动,噪点等特性。另外当设置em倍增后,本底回随着EM增益的变化存在漂移现象。" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 206, 'bias images have a $\\\\sigma$ = 3 DN variance\\ncontroled by `emccd.bias_level_std`')" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "emccd = CpicVisEmccd()\n", "blank = np.zeros(emccd.flat_shape)\n", "\n", "bias = emccd.readout(blank, 1023, 0)\n", "fits.writeto('image_files/_test_bias.fits', bias, overwrite=True)\n", "\n", "emccd.switch['bias_vp'] = False\n", "bias_no_vp = emccd.readout(blank, 1023, 0)\n", "fits.writeto('image_files/_test_bias_novp.fits', bias_no_vp, overwrite=True)\n", "\n", "emccd.switch['bias_hp'] = False\n", "bias_no_vphp = emccd.readout(blank, 1023, 0)\n", "fits.writeto('image_files/_test_bias_novphp.fits', bias_no_vphp, overwrite=True)\n", "\n", "emccd.switch['bias_ci'] = False\n", "bias_no_vphpci = emccd.readout(blank, 1023, 0)\n", "fits.writeto('image_files/_test_bias_novphpci.fits', bias_no_vphpci, overwrite=True)\n", "\n", "bias_level = []\n", "for i in range(50):\n", " imgout = emccd.readout(blank, 1023, 0)\n", " bias_level.append(imgout.mean())\n", "\n", "plt.plot(bias_level)\n", "plt.ylim([192, 208])\n", "plt.xlabel('image index')\n", "plt.ylabel('average of the bias frame (ADU)')\n", "plt.text(0, 206, f\"bias images have a $\\sigma$ = {emccd.bias_level_std} DN variance\\ncontroled by `emccd.bias_level_std`\")" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "emccd = CpicVisEmccd()\n", "emset_values = list(range(100, 500, 50))\n", "emccd.time_syn(0, initial=True)\n", "emccd.switch['bias_vp'] = False\n", "emccd.switch['bias_hp'] = False\n", "emccd.switch['bias_ci'] = False\n", "emccd.bias_level_std = 0\n", "emccd.cic = 0.2\n", "\n", "emccd.switch['bias_shift'] = True\n", "bias_average = []\n", "for emset in emset_values:\n", " bias = emccd.readout(blank, emset, 0)\n", " avg_bias = np.mean(bias)\n", " bias_average.append(avg_bias)\n", "\n", "plt.plot(emset_values, bias_average, '.-', label='trun ON `emccd.bias_shift`')\n", "\n", "emccd.switch['bias_shift'] = False\n", "bias_average = []\n", "for emset in emset_values:\n", " biases = []\n", " bias = emccd.readout(blank, emset, 0)\n", " avg_bias = np.mean(bias)\n", " bias_average.append(avg_bias)\n", "\n", "plt.plot(emset_values, bias_average, '.-', label='trun OFF `emccd.bias_shift`')\n", "\n", "plt.xlabel('EMGAIN set value')\n", "plt.ylabel('Average bias')\n", "plt.title('Average bias vs EMGAIN set value')\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 测试倍增功能\n", "电子倍增是EMCCD的特性之一。在星冕仪仪器相机中,通过改变EM寄存器的电压,控制放大倍率。" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "!WARNING!: More than 2000 (267471) pixels are saturated during EM process! [camera.py - emregester_blooming (line: 740)]: \n" ] }, { "data": { "text/plain": [ "Text(0, 0.5, 'Flat image ADU')" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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atarxe8Ez7hjSQVaLodUpR7Qx/YTZcQAAfqza17q6+eablZeXpw8++OCsj1999dWKjIzU66+/7tKA7sa1rtzjgQ+26IMNBzQovpHeYqoDAHAxl1/r6rvvvtOUKVOqfHzq1Kn69ttva5YSPuuOoe1ltRj6JuWINjHVAQCYpNpF5+DBg4qPj6/y8fj4eGVkZLgklCfMnz9fiYmJVZ5vB7XTqmGYruzZXBJnSwYAmKfaRaegoEAhISFVPh4cHKyioiKXhPKE6dOna/v27Vq3bp3ZUXxWxVRn1S6mOgAAc9ToqKtly5YpKirqrI+dPHnSFXngQ1o1DNOfejbXhxvKj8B682bW6gAAPKtGRceMkwbCu90xpL0Wb8rQql1HtHn/SfVoUd/sSAAAP1Ltr67sdnu1bsDpWseEaVyPU2t1vk4xOQ0AwN/U+urlFWw2mz755BNXvRx8yJ2n1uqsPDXVAQDAU2pddHbu3KkHH3xQzZo10zXXXOOKTPAxp0915nIEFgDAg86r6OTn5+v1119X//791blzZ23cuFFPPfWUDh486Op88BF3DG0viyGt2HlYW5jqAAA8pEZF5/vvv9ekSZPUpEkTzZs3T1deeaUMw9DcuXM1efJkxcTEuCsnvFybmDCN47w6AAAPq3bRSUxM1LXXXqvY2Fj9+OOP2rhxo+677z4ZhuHOfPAhdw7t4JzqbD1w0uw4AAA/UO2is3v3bl188cUaMmSIEhIS3JkJPuqTTRnq2CRCkvT815WnOnOXp2p2MkdlAQBcq9pFJy0tTR07dtS0adMUFxen+++/X5s2bfLaiQ6XgPA8q8XQjsxcGZKW7zysnw9kSyovObOSU2S1eOd/SwCAuqvaVy8/3YoVK/T666/r448/VlFRke6//35Nnjz5nNfCqqu4erlnVZQaSRqe0Fjd4uprVnKKZoyI113DOpicDgDgLar7+X1eRadCdna23nnnHb3++uvauHGjunTpoq1bt57vy5mCouN5T3z6i95Yu895n5IDAKip6n5+1+o8OlFRUbr99tu1fv16bdy4UYMHD67Ny8FPPHZ5Z1V8S2Wo/ISCAAC4g8vOjNyjRw/NnTvXVS8HHzZ3earsp+aIDkkz3t9iah4AgO9yWdEBqqNijc6MEfGacnFbSdLiTRkccQUAcIsaXb0cqI3TS85dwzoou7BUH2w4oOP5JXp+eaqsFoO1OgAAl2KiA4+x2R2VFh5H1QvUPcPLf64XaFVBSZmZ8QAAPqhWE52ioiKFhIS4Kgt83L0jzjz9wLUXtNRba/dpz5F8nffhfwAAVKHGEx273a6///3vat68ucLDw7V3715J0iOPPKLXXnvN5QHh2wKtFv11bPmZtt/4dp/2Hy8wOREAwJfUuOg8+eSTevPNN/XMM88oKCjIub1r16569dVXXRoO/mFIx8Ya0D5GJTa7/vHlTrPjAAB8SI2LzsKFC/Xyyy/r+uuvl9VqdW7v1q2bdu7kQwo1ZxiG/t+YBBmG9MXWTG349YTZkQAAPqLGRScjI0Pt2595gje73a7S0lKXhIL/SWwWqWt6t5Ak/f3z7arFCbsBAHCqcdHp3Lmz1qxZc8b2Dz74QD179nRJKE/gop51z30j4xUaZNXm/Sf12dZMs+MAAHxAjY+6euyxxzRhwgRlZGTIbrfr448/1q5du7Rw4UJ9/vnn7sjoFtOnT9f06dOd18qA+RpHhmjqoHaalZyify7dqZGJsQoJtP7xEwEAqEKNJzqXXXaZFi1apCVLlsgwDD366KPasWOHPvvsM40YMcIdGeFHbh3YVk0iQ5RxslBvfLfP7DgAAC9Xq6uX+wKuXl73fLzxgGa8v0XhwQFa9cBgxYQHmx0JAFDHeOTq5YA7jOvRXF2bRymvuIxrYAEAaqXGRadBgwaKjo4+49awYUM1b95cgwYN0htvvOGOrPATFouhh0+dRPA/P6Ur5VCuyYkAAN6qxkXn0UcflcVi0dixY/XEE0/o8ccf19ixY2WxWDR9+nTFx8dr2rRpeuWVV9yRF36ib9uGuqRzrOwO6eklO8yOAwDwUjU+6urbb7/Vk08+qalTp1ba/tJLL+mrr77SRx99pG7dumnu3Lm69dZbXRYU/ucvoxO0Yudhrdp1RN+kHNGg+EZmRwIAeJkaT3SWLVum4cOHn7F92LBhWrZsmSRpzJgxzmtgAeerTUyYbuzXWpL09Bc7ZLP79bp5AMB5qHHRiY6O1meffXbG9s8++0zR0dGSpPz8fEVERNQ+HfzenUPbK6peoHYdytX76/ebHQcA4GVq/NXVI488omnTpmnlypW64IILZBiGfvrpJy1ZskQvvviiJCk5OVmDBg1yeVj4n/qhQbp7WAf97fPteu6rXbqsezOFB9f4P1sAgJ86r/PofPfdd5o3b5527dolh8OhTp066c4779RFF13kjoxuxXl06r6SMrsumbNaaUfzNX1IOz1wSSezIwEATFbdz29OGEjR8Qpf/ZKl2/69QcEBFq24f7Ca169ndiQAgIk8csLAwsJC5eTkVLoB7jAiMVZ920SruMyuZ7/caXYcAICXqHHRKSgo0B133KHGjRsrPDxcDRo0qHTzFly93LsYhqFHLk2UYUifbD6ozftPmh0JAOAFalx0HnjgAa1YsUILFixQcHCwXn31VT3xxBNq1qyZFi5c6I6MbjF9+nRt375d69atMzsKqqlL8yhd2TNOkvTk59vl59+6AgCqocZF57PPPtOCBQt09dVXKyAgQAMHDtTDDz+sp59+Wu+88447MgJOD1zSUSGBFq3/9YSWbssyOw4AoI6rcdE5fvy42rRpI0mKjIzU8ePHJUkDBgzQ6tWrXZsO+J0mUSG67eJ2kqR/LN2p4jKbyYkAAHVZjYtO27ZttW/fPklSYmKi3n//fUnlk5769eu7MhtwVlMubqvGEcFKP16ghWt/NTsOAKAOq3HRufnmm7VlyxZJ0kMPPeRcq3PvvffqgQcecHlA4PfCggN0/yUdJUlzV6TqeH6JyYkAAHVVrc+jk56ervXr16tdu3bq3r27q3J5DOfR8U42u0OX/utb7cjM0U0Xtdbjl3c2OxIAwIM8ch4dSWrZsqWuvPJKryw58F5Wi6GHxyZIkv79w6/afTjP5EQAgLrovC4a9NNPP2nVqlU6fPiw7HZ7pcdmzZrlkmDAH+nfPkbDExrr6x2H9Y+lO/TqRM6JBACorMZF5+mnn9bDDz+sjh07KjY2VoZhOB87/WfAEx4ak6BVu47o6x2HtXb3UV3UPsbsSACAOqTGa3RiY2P1z3/+UzfddJObInkWa3S832P/3aa3vv9ViU0j9dmdA2S1ULgBwNe5bY2OxWJR//79axUOcKW7h8crIiRA2zNz9NHGA2bHAQDUITUuOvfee6/mz5/vjizAeYkOC9JdQztIkv5v2S7lF5eZnAgAUFfU+Ksru92usWPHKiUlRYmJiQoMDKz0+Mcff+zSgO7GV1e+objMphGzViv9eIHuGtZBM0bEmx0JAOBGbvvq6s4779TKlSsVHx+vhg0bKioqqtINMENwgFV/Gd1JkvTy6j3Kyi4yOREAoC6o8VFXCxcu1EcffaSxY8e6Iw9w3kZ3aaI+rRpo/a8n9OyyXXruGs7tBAD+rsYTnejoaLVr184dWYBaMQxDD1+aKEn6aOMB/Xwg2+REAACz1bjoPP7443rsscdUUFDgjjweM3/+fCUmJiopiZPM+ZIeLerrih7NJElPfrFdtbzCCQDAy9V4MXLPnj21Z88eORwOtW7d+ozFyBs3bnRpQHdjMbLvyThZqKH/t0rFZXa9PKG3RnZuYnYkAICLVffzu8ZrdMaNG1ebXIDbNa9fT5MHttH8lXs0c+lODe7YWEEBtb6sGwDAC9X66uXejomOb8orLtPgZ1fqaF6JHr00UbcMaGN2JACAC3ns6uVAXRQeHKAZIzpKkp5fnqqTBSUmJwIAmKFaRSc6OlpHjx6VJDVo0EDR0dFV3oC64po+ceoYG6HswlL9a8Vus+MAAExQrTU6s2fPVkREhCRpzpw57swDuEyA1aK/jk3Qja//pIXf79MNF7ZSm5gws2MBADyINTqs0fF5N73xk1btOqJLOsfqpQl9zI4DAHAB1ugAp/y/MQmyGNKyXw7px73HzI4DAPAgig58XnxshK69oKUk6ckvdshu9+shJgD4FYoO/MK9I+IVHhygnzOy9cnmDLPjAAA8hKIDvxATHqzbh5Rfo+2ZL3epsMRmciIAgCfUuOjccsstys3NPWN7fn6+brnlFpeEAtzhlv5t1Lx+PWXlFOnVNXvNjgMA8IAaF5233npLhYWFZ2wvLCzUwoULXRIKcIeQQKv+d3QnSdIL3+zR4ZwikxMBANyt2kUnJydH2dnZcjgcys3NVU5OjvN24sQJLVmyRI0bN3ZnVqDWLuvWVD1b1ldBiU3PfZVidhwAgJtV+6Ke9evXl2EYMgxD8fHxZzxuGIaeeOIJl4YDXM0wDD08NkFXvfC93t+wXxMvaq3EZpw/CQB8VbWLzsqVK+VwODR06FB99NFHlS73EBQUpFatWqlZs2ZuCQm4Uu9W0Rrbram+2Jqpp5Zs19uT+sowDLNjAQDcoNpFZ9CgQZKktLQ0tWjRQhYLB2zBe/1lVCcl/3JI3+0+ppW7Dmtop1izIwEA3KDaRadCq1atJEkFBQVKT09XSUnlq0J369bNNckAN2oRHaqbB7TWS9/s1VNf7NDADo0UaKW8A4CvqXHROXLkiG6++WYtXbr0rI/bbJyfBN5h+pD2+mD9Ae05kq/3fkrXhH6tzY4EAHCxGv8v7D333KMTJ07ohx9+UL169fTll1/qrbfeUocOHfTpp5+6IyPgFpEhgbp3eAdJ0uyvU5VdWGpyIgCAq9W46KxYsUKzZ89WUlKSLBaLWrVqpRtuuEHPPPOMZs6c6Y6MbjF//nwlJiYqKSnJ7Cgw0bUXtFT7xuE6nl+iBSt3mx0HAOBiNS46+fn5zvPlREdH68iRI5Kkrl27auPGja5N50bTp0/X9u3btW7dOrOjwEQBVov+OiZBkvTGd/u0/3iByYkAAK5U46LTsWNH7dq1S5LUo0cPvfTSS8rIyNCLL76opk2bujwg4G6DOzbSgPYxKrHZ9Y8vd5odBwDgQue1RiczM1OS9Nhjj+nLL79Uy5YtNXfuXD399NMuDwi4m2EY+uvYBBmG9MXWTG349bjZkQAALmI4HA5HbV6goKBAO3fuVMuWLRUTE+OqXB6Tk5OjqKgoZWdnKzKSM+T6s798tFXvrduv7i3qa/G0i2SxcBJBAKirqvv5XesTh4SGhqpXr15eWXKA080YGa/QIKu27D+pz7YeNDsOAMAFqnUenRkzZlT7BWfNmnXeYQAzNY4I0bRB7fRccoqe+XKXLuncRCGBVrNjAQBqoVpFZ9OmTdV6Ma4XBG83eWBbvftTujJOFur179J0++D2ZkcCANRCrdfoeDvW6OD3Fm86oHsXbVF4cIBW3j9YjSKCzY4EAPgdl6/R2bt3r/y8E8FPXNG9ubrFRSmvuEyzv04xOw4AoBaqXXQ6dOjgPDmgJI0fP16HDh1ySyjATBaL4TyJ4Hs/pSvlUK7JiQAA56vaRef305wlS5YoPz/f5YGAuqBv24Ya1bmJ7A7pqS92mB0HAHCean14OeCr/jK6kwKthr5JOaJvUo788RMAAHVOtYuOYRhnHFXFUVbwZa1jwnRjv9aSpKe+2K4ym93cQACAGqvW4eVS+VdXN910k4KDy49AKSoq0tSpUxUWFlZpv48//ti1CQET3TW0gz7aeEAph/L0/voDuq5vS7MjAQBqoNpFZ+LEiZXu33DDDS4PA9Q1UaGBuntYBz3x2XbNSt6ly7o3VURIoNmxAADVxHl0OI8O/kCpza5LZq/W3qP5un1wOz04qpPZkQDA73nsWleArwu0WvSX0eXl5tVv03TgRIHJiQAA1UXRAaphRGKsLmwbrZIyu55dtsvsOACAaqLoANVgGIYeHpsow5D+u/mgNqWfMDsSAKAaKDpANXVpHqUre8ZJkp78YgeXRAEAL0DRAWrggUs6KiTQog2/ntDSbVlmxwEA/AGKDlADTaJCNOXidpKkmUt3qLjMZnIiAMC5UHSAGpoyqK0aRwRr//FCvbV2n9lxAADnQNEBaig0KED3X9JRkvSvFbt1PL/E5EQAgKpQdIDzcFWvOCU2jVRuUZme/zrF7DgAgCpQdIDzYLUYenhsgiTp7R/TtftwnsmJAABn47dFZ/78+UpMTFRSUpLZUeClLmofo+EJsbLZHZq5ZIfZcQAAZ8G1rrjWFWphz5E8XTJ7tcrsDr0zua/6t48xOxIA+AWudQV4QLtG4brhwlaSyk8iaLP79f83AECdQ9EBaunuYR0UGRKgHZk5+mjDAbPjAABOQ9EBaunNtfvUo0V9SdKzX+1SfnGZ87G5y1M1O5mjsgDALBQdoJasFkOrU48qql6gjuQW66XVeyWVl5xZySmyWgyTEwKA/wowOwDg7e4a1kGSNOvU5Obl1XtUWFKmV9akacaIeOfjAADPY6IDuMBdwzro3uHlhaao1K5X1qTprmHtKTkAYDKKDuAidw+PV6D1t6+pDhwvlJ+fvQEATEfRAVxk7vJUldocCji1JufjTRlasGqPyakAwL9RdAAXqFh4PGNEvHY/PUbDOjWWJD27bJeW/pxpcjoA8F8UHaCWTi85FWtyXrspST1PHXJ+53826ecD2SYmBAD/RdEBaslmd5z16KoPpvZT64ahKrM7NHnhOmVlF5mUEAD8F9e64lpXcKOcolJd/cJapRzKU5fmkXp/Sj+FBnFWBwCoLa51BdQBkSGBem1ikqLDgrQtI0czFm2RnethAYDHUHQAN2sRHaqXJ/RWkNWiL3/J0nPJu8yOBAB+g6IDeECf1tH6x1VdJUnzV+7h4p8A4CEUHcBDruwVp+lD2kmSHvr4Z63bd9zkRADg+yg6gAfdN6KjRndpohKbXVP+vUHpxwrMjgQAPo2iA3iQxWLouWu6q0vzSB3PL9Gkt9Ypp6jU7FgA4LMoOoCHhQYF6NUbkxQbGazUw3m6891NKrPZzY4FAD6JogOYoElUiF69MUkhgRZ9k3JET36xw+xIAOCTKDqASbrGRWnO+B6SpDfX7tO/f/jV3EAA4IMoOoCJRnVpqgcu6ShJevzTX7Qm9YjJiQDAt1B0AJPdPridruzZXDa7Q7e/s1G7D+eZHQkAfAZFBzCZYRiaeVVX9WnVQLlFZZr01jqdyC8xOxYA+ASKDlAHBAdY9dKE3oprUE+/HivQlLc3qKSMI7EAoLYoOkAd0TA8WK/flKTw4AD9lHZcD3/ysxwOLgAKALVB0QHqkPjYCM27rqcshvT++gN6Zc1esyMBgFej6AB1zOCOjfXIpYmSpJlLdyp5+yGTEwGA96LoAHXQTRe11g0XtpTDId393ib9cjDb7EgA4JUoOkAdZBiGHrusswa0j1FBiU23vrVeh3OLzI4FAF6HogPUUYFWi+Zf30ttG4XpYHaRbl24QUWlNrNjAYBXoegAdVhUvUC9PjFJ9UMDtWX/Sd3/wRaOxAKAGqDoAHVc65gwvXhDbwVaDX2+NVNzvk41OxIAeA2KDuAFLmzbUE+N6ypJen55qj7dctDkRADgHSg6gJe4JqmFbru4rSTp/g+2aGP6CZMTAUDdR9EBvMj/juqk4QmxKimz67aFG5RxstDsSABQp/lt0Zk/f74SExOVlJRkdhSg2qwWQ8//Tw8lNI3U0bxiTXpznfKKy8yOBQB1luHw80M4cnJyFBUVpezsbEVGRpodB6iWjJOFumLedzqaV6zhCY310oQ+sloMs2MBgMdU9/Pbbyc6gDdrXr+eXrmxt4ICLPp6x2H9Y+kOsyMBQJ1E0QG8VM+WDfTcn7tLkl5Zk6ZF69JNTgQAdQ9FB/Bil3VvpnuGd5Ak/XXxNn2/55jJiQCgbqHoAF7u7mEddFn3ZiqzOzT17Q1KO5pvdiQAqDMoOoCXMwxDz17dTT1a1Fd2YakmvblO2QWlZscCgDqBogP4gJBAq16+sbeaRYVo79F83f7uBpXa7GbHAgDTUXQAH9E4IkSv3ZSk0CCrvtt9TI99+gsXAAXg9yg6gA9JaBqpuf/TU4Yhvftjut74bp/ZkQDAVBQdwMcMT4zV/xudIEl68ovtWrnrsMmJAMA8FB3AB00e2Ebj+7SQ3SHd+e4m7crKNTsSAJiCogP4IMMw9PdxXdS3TbTyist0y5vrdDSv2OxYAOBxFB3ARwUFWPTiDb3VumGoMk4Wasq/N6io1GZ2LADwKIoO4MMahAXptZuSFBkSoA2/ntBDH//MkVgA/ApFB/Bx7RqFa8H1vWW1GFq8KUMLVu0xOxIAeAxFB/ADAzrE6InLO0uSnl22S0t+zjQ5EQB4BkUH8BM3XNhKPVpESZJmvL9ZWw+crPT43OWpmp2cYkIyAHAfig7gRwZ3bCxJKiq169aF65WVXSSpvOTMSk6R1WKYGQ8AXC7A7AAAPOee4fEqtdk1f+UeHcop1qS31mlIx8aat3K3ZoyI113DOpgdEQBciqID+JkHLumkolK7Xvs2Tb8czNEvB3N0de84Sg4An8RXV4AfeuTSRAWc9jXVhxsO6MEPtyi7oNTEVADgehQdwA/NXZ6qMrtDgdbfys776w9o+OxvtJQjsgD4EIoO4GcqFh7PGBGv1KfGaMaIeElSg9BAHckt1rR3NmrKv9frUE6RyUkBoPYoOoAfOb3kVKzJuWtYB80YEa8TBaXq2yZaARZDy345pOGzvtF7P6VzJmUAXo2iA/gRm91x1qOrKsrOhW0b6rM7B6h7XJRyi8r0l49/1nWv/Kh9R/NNSgwAtWM4/Px/13JychQVFaXs7GxFRkaaHQeoE2x2h974Lk3/99UuFZXaFRxg0YwR8Zo0oI0CrPz/EQDzVffzm3+xAJzBajE0eWBbfXXPIPVv31DFZXbNXLpT4xZ8p18OZpsdDwCqjaIDoEotG4bq7Ul99czV3RQZEqBtGTm6fN53eubLnSoqtZkdDwD+EEUHwDkZhqFr+rTQ1/cN0piuTWSzO7Rg1R6NeX6Nftx7zOx4AHBOFB0A1dI4IkQLru+tlyb0VuOIYO09mq/xL/+gvy7+WTlFnGgQQN1E0QFQI5d0bqLkGYN07QUtJEnv/JiukbNWK3n7IZOTAcCZKDoAaiyqXqBmXtlN797aV60bhiorp0i3Llyv6e9u1JHcYrPjAYATRQfAebuoXYy+vOdiTRnUVlaLoS+2ZmrE7G/04YYDnGgQQJ1A0QFQKyGBVj00OkH/nd5fiU0jdbKgVPd/sEU3vv6T9h8vMDseAD9H0QHgEl2aR+m/d/TXg6M6KijAojWpRzVy9mq99m2abHamOwDMQdEB4DKBVotuH9xeX949UBe0iVZhqU1//3y7rnphrXZl5ZodD4AfougAcLm2jcL13q0X6uk/dVVEcIA27z+pS/+1RrOSU1RcxokGAXgORQeAW1gshq7r21LJMwZpeEKsSm0OzV2eqrFzv9WGX0+YHQ+An6DoAHCrJlEheuXG3pp/XS/FhAdp9+E8Xf3iWj3+6S/KLy4zOx4AH8fVy7l6OeAxJwtK9OQXO/ThhgOSpIjgAA1PjNXs8T3O2Hfu8lTZ7A7dOyLewykBeAOuXg6gzqkfGqT/+3N3/XvSBYprUE+5xWVavClDo59freP5Jc795i5P1azkFFktholpAfgCJjpMdABTFJSU6bmvUvTat2mSpHqBVj31py769ViBnl+eqhkj4nXXsA4mpwRQV1X38zvAg5kAwCk0KECPXJqoS7s11eS31utYfolmvL9FkpTYLFJdmkequMym4ACryUkBeDMmOkx0ANOVlNmV8MiXsv3un6OIkACNSIjV6K5NNbBDjEICKT0AyjHRAeA1Xvxmj2wOh4KsFpXY7OrRIkoHTxbpcG6xPt6UoY83ZSgsyKphCbEa07WJBsU3Vr0gSg+AP0bRAWCqioXHFWtyKu7fO7yD+reP0ZKfs7R0W6Yys4v06ZaD+nTLQYUGWTWkU2ON6dJUQzo1UmgQ/5QBODv+dQBgmt+XHEnOP2clp8gwDD16WaIeHpugzQdOaunPmVryc5YyThbqi62Z+mJrpkICLRoc31ijuzbRsIRYhQfzzxqA37BGhzU6gGlmnzqE/GxHV1V1Hh2Hw6GfM7K15OcsLfk5U+mnXSE9KMCiQfGNNOZU6YkMCXT77wDAHNX9/KboUHQAr+VwOPTLwRwt3VY+6Uk7mu98LNBqaGCHRhrdpYlGJjZRVCilB/AlFJ1qougAvsHhcGjXoVznpGf34TznYwEWQ/3bx2hM1yYakdhE0WFB5zVNAlB3UHSqiaID+KbUU6Vn6bZM7czKdW63Wgz1a9tQwYEWLd9x+IwTE55t3RCAuoeiU00UHcD37TmSpy+3ZemLrZnanpnj3G5Ickga2qmRHr20s/67OUOzv+aszIA3oOhUE0UH8C/7juZr6bbySc/WA9lnPN4kMlgDOzRSxyYRzluj8GAZBtfdAuoSik41UXQA/7X/eIG+3Jalp5fs0Ln+IWwQGlheemIj1LFJpDo2CVd8bIQiqnlUF+uBANfjzMgA8AdaRIeqsNQmh8qP0iq1OXRZt6Zq2yhcKYdytSsrV/uO5etEQal+2HtcP+w9Xun5zevXU8cmEYqPjVCnU9Ofto3Czrg+l9ViaFZyiiRVuR4IgHtQdAD4rarOyjxjRLxeuKG3JKmo1Kbdh/O0KytXu06Vn11ZucrKKVLGyUJlnCzUip2Hna9ptRhqGxOm+CYR6hQbofgmEbqiRzM5HI5KZYdFz4Bn8NUVX10BfqmqolHdApJdUFpefA7laldWjlKy8rQzK0c5RWVn3b9eoFVR9QKUlVMsq2HI5nBoXM9mmjygrRpHBKtheLCslvNbB8RXY/BHfHUFAOdgszvOWmYq7tvs5/5/wKjQQF3QJloXtIl2bnM4HDqUU6ydWTlKOZSrnVm5SjmUq9RDeSostamw1Fb+2qf+//KTTQf1yaaDkiSLITUMD1bjiGDFRoaocUT5z41O+zk2MkQx4cEKCrBUyuKOr8YoT/AVPlF0Pv/8c913332y2+363//9X02ePNnsSADquHN9SJ/vV0mGYahJVIiaRIVocMfGzu02u0O/HsvX7OQUfbY1UxZDsjukxhHBkqSjecWyO6QjucU6klusXw7mVPUWkqTosKDyEnRaKRrSsZFmJaco42ShJg9oow/WH9DLa/bq3uEdzuv3cWV5clVponzhfHh90SkrK9OMGTO0cuVKRUZGqlevXrryyisVHR39x08GAA+wWgx9vjVTn23NPOt6oOlD2utYfrEO5xTrcG7RqT/Lfz506ucjOUU6klesUptDx/NLdDy/pNKJECssWrdfi9btd96fu2K33li7TxEhAYoIDlRkvQBFhAQqIiRAkSGBigw57X698j8jQgJ1abemyi8uc8m6IleVJle8Tm3K0vk+11PPc+f+7trXE7y+6Pz000/q3LmzmjdvLkkaM2aMli1bpmuvvdbkZABQ7o+u0l5xv3FEiKSoKl/HbnfoZGGpDuUUlReh3/+ZW6wNv56o9Byb3aGTBaU6WVAqqfC88s9KTnHmbBAaqGW/ZGl1yhGFBFoVEmhVvSCr6gVaVC/QqpAgq0ICKraV31rHhOny7s2cE6cJF7bS++v3a+H3v+rWgW107QUtlV1YquAAi4KsFlmqWKt0tr+zmpav2pSl832up57nzv3dta8nmF50Vq9erWeffVYbNmxQZmamFi9erHHjxlXaZ8GCBXr22WeVmZmpzp07a86cORo4cKAk6eDBg86SI0lxcXHKyMjw5K8AAOdU2/VAFSwWQ9FhQYoOC1JC0zMfn7s8VRt+PaEgq0UlNrvuGNJeN1zYSrlFpcopKlNOUalyi8rK7xeW/+m8X/Tb/ZzCU9uLz1xYfaKgVCcKSmv+l3DK7ydOr6xJ0ytr0irtY7UYCrJaFBRw6mb97c/AAENNo0I0KzlFs79OkcMhtWsUpp1ZObrrP5sUYDUUaLHIajUUaDEUYLUowGoowGIowGI5dbHXGM1KTtGm9BMamhCrb3Yd1tc7DuuSzk3UMjpUn245qACLIYtR/jzrqVvvVg305z5xmpWcooMnC3XtBS31/vr9eufHdN3Yr5XGdG2ivUfyZD313IrnXXtBSxWW2DQrOUUlZXbdPqSdXly1R3NX7NZdw9pr2uB2KrPZZRiGDEmGUf41aE2LnTv3d9e+nmD6UVdLly7Vd999p169eumqq646o+gsWrRIEyZM0IIFC9S/f3+99NJLevXVV7V9+3a1bNlSH3zwgb755hvNmzdPkvTss8/KYrHovvvuO+v7FRcXq7i42Hk/JydHLVq04KgrAF7tXIfKn+8Hi93u0HPJuzR/5R7neYau6ROnMV2bqujU4urCErvz56JSmwpLbM6F10WlNhWV2p3bikptlb5uCwuyqsRmV6nNrw/+rZJhlF+mRCpf01XBajEUaDVkyHDuU3HmbkNSsc2ukjK7c/96gVaFBVudRcpilD/Pcuo5ucXlxbdCg9BANQwPrrSvYRiyGOXryA7nFjsvn9I0KkTN6teTxdBveU699oETBUo/XijDkBwOubzkeM1RV6NHj9bo0aOrfHzWrFmaNGmSc4HxnDlztGzZMr3wwguaOXOmmjdvXmmCc+DAAfXt27fK15s5c6aeeOIJ1/0CAGCy6n41VlPzVu7W/JV7zihPcQ1Cz+v15i5P1c6sXOfEacqgdrprWAc5HA6VnPpwLrU5VFJW/nPFtvIyZHduX7wpQ59uOSirxZDN7tCwhMYaFN9IpTaHymx2ldkdKrM5VGa3V95mt5/aXr7t0y0HZXeUfzAP6dhYNruj8s1Rvq/dfvqfdtkdUtrRfOfvFRMeLLuj/Dn2U8+z2R2/bTvPHudw6Kxn7K7IV12nH/FXHdWZ2lW8e2Z2kTKzi869r6P8hJxmnS/K9KJzLiUlJdqwYYP+8pe/VNo+cuRIrV27VpJ0wQUXaNu2bcrIyFBkZKSWLFmiRx99tMrXfOihhzRjxgzn/YqJDgB4K1d9NXY6V5enqiZOFa8THGA944zSVb3Op1sOnvE63ePq1ziP3SFn6erRovrPr3jPiufe2K/VOZ/rcJSXnbnLU/X88lTndGz6kHaaMqhdeaFxOJzFpmJ/h8o3vPptml5evdf5vMkD2mjiRa1PvXb5fqc/d+H3v+rNtfuc+9/Yr5Wu69tSdvtp+zoku8Mhh6T31qXrvZ/2K8BiqMxePrW7sldc+eOn7Wt3OPTfzQe1eFOGc9/LuzfTmK5NTu1T/vr2U7/Pl9uytHRblqyW8hxzl6eaUnbqdNE5evSobDabYmNjK22PjY1VVlaWJCkgIEDPPfechgwZIrvdrgcffFANGzas8jWDg4MVHBzs1twA4EnuOFTeleXJVaXJXa/z+9Ll6ucahqH5K8pLzu+fFxxgPed7zl2eqpdX7z3jeZH1Aqs8qunNtfvO2D8mPLjK/d/7aX+1pnZzl6dq8aaMM/Zt3zj8rPsu3ZZ1Xn/Hrlani06F31812OFwVNp2+eWX6/LLL/d0LADwWa4sT64qTa54ndqUpfN9rqee58793bWvJ9TpohMTEyOr1eqc3lQ4fPjwGVMeAEDd5KrS5IrXqU1ZOt/neup57tzfXft6gulHXZ3OMIwzjrrq27evevfurQULFji3JSYm6oorrtDMmTNr/Z5c6woAAO/jNUdd5eXlaffu3c77aWlp2rx5s6Kjo9WyZUvNmDFDEyZMUJ8+fdSvXz+9/PLLSk9P19SpU01MDQAAvIHpRWf9+vUaMmSI837FEVETJ07Um2++qfHjx+vYsWP629/+pszMTHXp0kVLlixRq1atzIoMAAC8RJ366soMfHUFAID3qe7nt8WDmQAAADzKb4vO/PnzlZiYqKSkJLOjAAAAN+GrK766AgDA6/DVFQAA8HsUHQAA4LMoOgAAwGdRdAAAgM8y/YSBZqtYi52Tk2NyEgAAUF0Vn9t/dEyV3xed3NxcSVKLFi1MTgIAAGoqNzdXUVFRVT7u94eX2+12HTx4UBERETIMw+w48ICkpCStW7fO7Bg+yR//br39d67L+etCNk9n8MT7ues9cnJy1KJFC+3fv98jp2txOBzKzc1Vs2bNZLFUvRLH7yc6FotFcXFxZseAB1mtVs6Z5Cb++Hfr7b9zXc5fF7J5OoMn3s/d7xEZGemxv7NzTXIqsBgZfmf69OlmR/BZ/vh36+2/c13OXxeyeTqDJ96vLvy9epLff3UFAABqr65eaYCJDgAAqLXg4GA99thjCg4ONjtKJUx0AACAz2KiAwAAfBZFBwAA+CyKDgAA8FkUHQAA4LMoOgAAwGdRdAAAgNvk5uYqKSlJPXr0UNeuXfXKK6949P05vBwAALiNzWZTcXGxQkNDVVBQoC5dumjdunVq2LChR96fiQ4AAHAbq9Wq0NBQSVJRUZFsNps8OWOh6AAAgCqtXr1al112mZo1aybDMPTJJ5+csc+CBQvUpk0bhYSEqHfv3lqzZk2lx0+ePKnu3bsrLi5ODz74oGJiYjyUnqIDAADOIT8/X927d9e8efPO+viiRYt0zz336K9//as2bdqkgQMHavTo0UpPT3fuU79+fW3ZskVpaWl69913dejQIU/FZ40OAACoHsMwtHjxYo0bN865rW/fvurVq5deeOEF57aEhASNGzdOM2fOPOM1pk2bpqFDh+rPf/6zJyIz0QEAAOenpKREGzZs0MiRIyttHzlypNauXStJOnTokHJyciSVX+F89erV6tixo8cyBnjsnQAAgE85evSobDabYmNjK22PjY1VVlaWJOnAgQOaNGmSHA6HHA6H7rjjDnXr1s1jGSk6AACgVgzDqHTf4XA4t/Xu3VubN282IVU5vroCAADnJSYmRlar1Tm9qXD48OEzpjxmoegAAIDzEhQUpN69eys5ObnS9uTkZF100UUmpaqMr64AAECV8vLytHv3buf9tLQ0bd68WdHR0WrZsqVmzJihCRMmqE+fPurXr59efvllpaena+rUqSam/g2HlwMAgCqtWrVKQ4YMOWP7xIkT9eabb0oqP2HgM888o8zMTHXp0kWzZ8/WxRdf7OGkZ0fRAQAAPos1OgAAwGdRdAAAgM+i6AAAAJ9F0QEAAD6LogMAAHwWRQcAAPgsig4AAPBZFB0AAOCzKDoAUEuDBw/WPffcY3YMAGdB0QFQIzfddJMMwzjjNmrUKLOjVfL444+rR48eZscAYDIu6gmgxkaNGqU33nij0rbg4GCT0gBA1ZjoAKix4OBgNWnSpNKtQYMGzscNw9BLL72kSy+9VKGhoUpISND333+v3bt3a/DgwQoLC1O/fv20Z8+eKt+jpKREd9xxh5o2baqQkBC1bt1aM2fOdD6enZ2t2267TY0bN1ZkZKSGDh2qLVu2SJLefPNNPfHEE9qyZYtz4lRx8cHTLVu2TCEhITp58mSl7XfddZcGDRokSTp27JiuvfZaxcXFKTQ0VF27dtV//vOfc/79GIahTz75pNK2+vXrV8qQkZGh8ePHq0GDBmrYsKGuuOIK7du375yvC6DmKDoA3OLvf/+7brzxRm3evFmdOnXSddddpylTpuihhx7S+vXrJUl33HFHlc+fO3euPv30U73//vvatWuX3n77bbVu3VqS5HA4NHbsWGVlZWnJkiXasGGDevXqpWHDhun48eMaP3687rvvPnXu3FmZmZnKzMzU+PHjz3iP4cOHq379+vroo4+c22w2m95//31df/31kqSioiL17t1bn3/+ubZt26bbbrtNEyZM0I8//njefzcFBQUaMmSIwsPDtXr1an377bcKDw/XqFGjVFJSct6vC+AsHABQAxMnTnRYrVZHWFhYpdvf/vY35z6SHA8//LDz/vfff++Q5Hjttdec2/7zn/84QkJCqnyfO++80zF06FCH3W4/47Hly5c7IiMjHUVFRZW2t2vXzvHSSy85HA6H47HHHnN07979D3+fu+66yzF06FDn/WXLljmCgoIcx48fr/I5Y8aMcdx3333O+4MGDXLcfffdzvuSHIsXL670nKioKMcbb7zhcDgcjtdee83RsWPHSr9bcXGxo169eo5ly5b9YWYA1ccaHQA1NmTIEL3wwguVtkVHR1e6361bN+fPsbGxkqSuXbtW2lZUVKScnBxFRkae8R433XSTRowYoY4dO2rUqFG69NJLNXLkSEnShg0blJeXp4YNG1Z6TmFh4Tm/Djub66+/Xv369dPBgwfVrFkzvfPOOxozZozzqzibzaZ//OMfWrRokTIyMlRcXKzi4mKFhYXV6H1Ot2HDBu3evVsRERGVthcVFdU4P4Bzo+gAqLGwsDC1b9/+nPsEBgY6fzYMo8ptdrv9rM/v1auX0tLStHTpUn399de65pprNHz4cH344Yey2+1q2rSpVq1adcbz6tevX6Pf5YILLlC7du303nvvadq0aVq8eHGlhdbPPfecZs+erTlz5qhr164KCwvTPffcc86vmAzDkMPhqLSttLTU+bPdblfv3r31zjvvnPHcRo0a1Sg/gHOj6ACosyIjIzV+/HiNHz9eV199tUaNGqXjx4+rV69eysrKUkBAgHPdzu8FBQXJZrNV632uu+46vfPOO4qLi5PFYtHYsWOdj61Zs0ZXXHGFbrjhBknlJSU1NVUJCQlVvl6jRo2UmZnpvJ+amqqCggLn/V69emnRokXOhdQA3IfFyABqrLi4WFlZWZVuR48edel7zJ49W++995527typlJQUffDBB2rSpInq16+v4cOHq1+/fho3bpyWLVumffv2ae3atXr44YedC51bt26ttLQ0bd68WUePHlVxcXGV73X99ddr48aNeuqpp3T11VcrJCTE+Vj79u2VnJystWvXaseOHZoyZYqysrLOmX3o0KGaN2+eNm7cqPXr12vq1KmVplnXX3+9YmJidMUVV2jNmjVKS0vTN998o7vvvlsHDhyo5d8cgNNRdADU2JdffqmmTZtWug0YMMCl7xEeHq5//vOf6tOnj5KSkrRv3z4tWbJEFotFhmFoyZIluvjii3XLLbcoPj5e//M//6N9+/Y51wNdddVVGjVqlIYMGaJGjRqd85DwDh06KCkpSVu3bnUebVXhkUceUa9evXTJJZdo8ODBatKkicaNG3fO7M8995xatGihiy++WNddd53uv/9+hYaGOh8PDQ3V6tWr1bJlS1155ZVKSEjQLbfcosLCQiY8gIsZjt9/kQwAAOAjmOgAAACfRdEBAAA+i6IDAAB8FkUHAAD4LIoOAADwWRQdAADgsyg6AADAZ1F0AACAz6LoAAAAn0XRAQAAPouiAwAAfBZFBwAA+Kz/D9lqM0j9/+pDAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "emccd.switch['bias_vp'] = False\n", "emccd.switch['bias_hp'] = False\n", "emccd.switch['bias_ci'] = False\n", "\n", "flat_input = np.ones(emccd.flat_shape) * 100\n", "emset_values = list(range(1024, 100, -50))\n", "flat_values = []\n", "for emset in emset_values:\n", " output = emccd.readout(flat_input, emset, 1)\n", " flat_values.append(output.mean())\n", "\n", "flat_values = np.array(flat_values)\n", "flat_values = flat_values / flat_values.min()\n", "\n", "plt.semilogy(emset_values, flat_values, '-x')\n", "plt.xlabel('Em set value')\n", "plt.ylabel('Flat image ADU')" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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EYGtri6IopKamMmTIELy8vHBxceGJJ57gyJEjhe7966+/Eh4ejp2dHSEhIYwfP578/PwH/2VaQIJOGaW1scHn44/x/u//gU5H2i+/cvHlPuRdvqx2aUIIUTIUBfSZJf9VhC3oer2eBQsW4OrqSoMGDQCIiIggLy+v0PZHfn5+1K1b17z90Z288847bN26lTVr1vDHH3+wbds2IiIiCl0zYMAAdu3axapVqzh69CjPPfccnTp14syZMwDs2rWLoUOH8tZbb3H48GHat2/PhAkTbnuvs2fP8t133/Hjjz+aZ0136dKFhIQE1q9fT0REBI0aNeLJJ58kOTkZgN9//52XX36ZN998k5MnTzJ//nyWLVt2x/sXJdVnXanl5sHIZZVGo8H9pZewrVad2BEjyDl+nKj//IeAGTNwCAtTuzwhhCheeVnwmV/Jv+8HcWDzcLNe161bR+/evcnKysLX15dNmzbh6ekJQEJCAjY2Nri5uRV6zb22P8rIyGDx4sV89dVXtG/fHoDly5cTEBBgvubcuXN8++23XLp0CT8/0+9t9OjRbNy4kaVLl/LZZ58xc+ZMOnfuzOjRowFTN9vu3btZt25doffT6/WsWLGCypUrA7BlyxaOHTtGYmKieZulKVOmsHbtWn744QeGDBnChAkTeO+998wbhIaEhPDJJ58wZswYPvzww4f6fd5LhW3RKWuDke/F8dFmVPnhe2xDQzEkXSG6bz+u/fiT2mUJIUSFtnLlSpycnMxfO3bsMJ9r27Ythw8fZvfu3XTq1IlevXqRmJh4z/vdbfsjMIUYvV5P8+bNzcfc3d2pWbOm+fnBgwdRFIXQ0NBCdW3fvp1z584BcPr0aZo2bVro3rc+BwgODjaHHDC1QmVkZODh4VHo3lFRUeZ7R0RE8PHHHxc6P3jwYOLj48nKyrrnz/4wKmyLTnljExBAlW+/Ie6990jftJn4sWPJOX0K7zFj0FjJH7MQohyydjC1rqjxvhbo3r07zZo1Mz/39/c3f+/o6Ej16tWpXr06jz76KDVq1GDx4sW8//77+Pj4oNfrSUlJKdSqk5iYeNddASyZkGI0GtHpdERERKDT6Qqdc3JyMt/nTvtL3srxlnXcjEYjvr6+t433Aczje4xGI+PHj+eZZ5657ZriXDJAPgHLEa2jI/5ffsmVOXO5MmsWKV+tQH/2LP7TpqG7aSCZEEKUCxrNQ3chFSdnZ2ecnZ0tulZRFHILNnAODw/H2tqaTZs20atXLwDi4+M5fvw4kyZNuuPrq1evjrW1NXv27CEoKAiAlJQUIiMjadOmDQBhYWEYDAYSExNp1arVHe9Tq1Yt9u3bV+jYgQMH7lt/o0aNSEhIwMrKiip3Wd+tUaNGnD59murVq9/3fkVJgk45o9FqqfzGMGxDaxD33vtk7v6bqF7PEzh7FrY1aqhdnhBCVGiZmZlMmDCB7t274+vry9WrV5kzZw6XLl3iueeeA8DV1ZWBAwfy9ttv4+Hhgbu7O6NHj6ZevXq0a9fujvd1cnJi4MCBvPPOO3h4eODt7c3YsWPRam+MUAkNDeWll16ib9++TJ06lbCwMK5cucKWLVuoV68eTz31FMOHD6d169ZMmzaNbt26sWXLFjZs2HDXLrPr2rVrR/PmzenRoweff/45NWvWJC4ujvXr19OjRw8aN27MuHHj6Nq1K4GBgTz33HNotVqOHj3KsWPH+PTTT4vul3yLCjtGp7TuXl5UXDp0oMq332IdEEBedDQXnu9N+pYtapclhBAVmk6n49SpUzz77LOEhobStWtXkpKS2LFjB3Xq1DFf98UXX9CjRw969epFy5YtcXBw4Ndff72ty+lmkydPpnXr1nTv3p127drx2GOPER4eXuiapUuX0rdvX95++21q1qxJ9+7d2bt3L4GBgQC0bNmSefPmMW3aNBo0aMDGjRsZOXLkfbuWNBoN69evp3Xr1rzyyiuEhobSu3dvLly4gLe3NwAdO3Zk3bp1bNq0iSZNmvDoo48ybdq0Yt/SqcJuAXGdpUtIl1X5KSnEjhhJ1t69oNHg9fYo3AcOvG86F0KI0kS2gFDP4MGDOXXqVKHB1CVFtoAQ92Xl5kbQooW4vfiCaXHBKVOJH/t/KHq92qUJIYQohaZMmcKRI0c4e/YsM2fOZPny5eYp4WWRjNGpADTW1viMG4dNtWpc/mwiqT/9hD76IgEzZ2J1yzoNQgghKrZ9+/YxadIk0tPTCQkJYcaMGQwaNEjtsh6YBJ0KxP2ll7AJCiZ25EiyD0RwodfzBM6dg20Jj4AXQghRen333Xdql1CkpOuqgnFq9RhVVn2LdWAgeTExXOj9Ahk7dqpdlhBCCFEsJOhUQLbVq1Plu9XYNw7HmJFBzNChJH+9Uu2yhBBCiCJXYYNOeZ9efj9Wbm4ELVmCa48eYDBw+dNPSfj4Y5Ri3kVWCCGEKEkVNuiUp72uHpTWxgbfiZ/hNfpt0GhI+eZbYl4diiEtTe3ShBBCiCJRYYOOMNFoNHgMGkTAzBlo7O3J3LWLC71fQB8drXZpQgghxEOToCMAcG7Xjiorv8bKxwf9+fNc6PU8WRW4tUsIIUT5IEFHmNnVrk2V71ZjV68ehmvXuPjKQK79tEbtsoQQQjygxx9/nBEjRqhdhqok6IhCrL28CP5qOc6dO0FeHvEffEDil19SwXcKEUKIItO/f380Gk2hr0cffbTQNbm5uQwfPhxPT08cHR3p3r07ly5dUqnisk2CjriN1t4e/6lT8Xj1VQCuzp1H3DtjMMq2EUIIUSQ6depEfHy8+Wv9+vWFzo8YMYI1a9awatUqdu7cSUZGBl27dsVgMKhU8d3l5eWpXcI9SdARd6TRavEaOQLfTz8BKyvS1q0j+pVXyE9JUbs0IYQo82xtbfHx8TF/ubu7m8+lpqayePFipk6dSrt27QgLC+Prr7/m2LFjbN68+a73zMzMpG/fvjg5OeHr68vUqVNvu0av1zNmzBj8/f1xdHSkWbNmbNu2rdA1CxcuJDAwEAcHB3r27Mm0adOoVKmS+fxHH31Ew4YNWbJkCSEhIdja2qIoCqmpqQwZMgQvLy9cXFx44oknOHLkSKF7//rrr4SHh2NnZ0dISAjjx48nv5iXNamwQaeir6NjqUr/+Q9BC+ajdXIi+0AEF194UWZkCSFKBUVRyMrLKvGvoujK37ZtG15eXoSGhjJ48GASExPN5yIiIsjLy6NDhw7mY35+ftStW5fdu3ff9Z7vvPMOW7duZc2aNfzxxx9s27aNiIiIQtcMGDCAXbt2sWrVKo4ePcpzzz1Hp06dOHPmDAC7du1i6NChvPXWWxw+fJj27dszYcKE297r7NmzfPfdd/z4448cPnwYgC5dupCQkMD69euJiIigUaNGPPnkkyQnJwPw+++/8/LLL/Pmm29y8uRJ5s+fz7Jly+54/6KkUSr44AtLt3mv6HIiI4kZOpT8uHh0bm4EzJ6NQ6MwtcsSQlQQOTk5REVFUbVqVezs7ADIysui2TfNSryWvS/uxcHa4YFfv3r1apycnAgODiYqKor//ve/5OfnExERga2tLd988w0DBgwgNze30Os6dOhA1apVmT9//m33zMjIwMPDg6+++ornn38egOTkZAICAhgyZAjTp0/n3Llz1KhRg0uXLuHn52d+bbt27WjatCmfffYZvXv3JiMjg3Xr1pnPv/zyy6xbt45r164Bphadzz77jNjYWCpXrgzAli1b6NmzJ4mJidja2ppfW716dcaMGcOQIUNo3bo1nTt35v333zef//rrrxkzZgxxcXF3/F3d6c/9Oks/vytsi474d+xCQ6myahV2depgSEkhun9/0jZuVLssIYQotVauXImTk5P5a8eOHQA8//zzdOnShbp169KtWzc2bNhAZGQkv/322z3vpygKGo3mjufOnTuHXq+nefPm5mPu7u7UrFnT/PzgwYMoikJoaGihurZv3865c+cAOH36NE2bNi1071ufAwQHB5tDDphaoa6HrZvvHRUVZb53REQEH3/8caHzgwcPJj4+nqysrHv+7A9Ddi8XFrP28iJ4xVfEjn6HjC1biB0xEv3bMXgMGnTX//mEEKK42FvZs/fFvaq8ryW6d+9Os2Y3Wpz8/f3veJ2vry/BwcHm7iMfHx/0ej0pKSm4ubmZr0tMTKRFixZ3vIclnTNGoxGdTkdERAQ6na7QOScnJ/N9bv37/E73dnR0vO3evr6+t433Aczje4xGI+PHj+eZZ5657ZpbW2uKkgQd8a9oHRwImDmDy59/TspXK0iaOo286Bh8xv0XjbW12uUJISoQjUbzUF1Ixc3Z2RlnZ+f7Xnf16lViYmLw9fUFIDw8HGtrazZt2kSvXr0AiI+P5/jx40yaNOmO96hevTrW1tbs2bOHoKAgAFJSUoiMjKRNmzYAhIWFYTAYSExMpFWrVne8T61atdi3b1+hYwcOHLjvz9CoUSMSEhKwsrKiSpUqd73m9OnTVK9e/b73K0oSdMS/ptHp8PngA2wCArn8v/9x7fvvyYuPx3/6F+gK/lUghBDidhkZGXz00Uc8++yz+Pr6cuHCBT744AM8PT3p2bMnAK6urgwcOJC3334bDw8P3N3dGT16NPXq1aNdu3Z3vK+TkxMDBw7knXfewcPDA29vb8aOHYtWe2OESmhoKC+99BJ9+/Zl6tSphIWFceXKFbZs2UK9evV46qmnGD58OK1bt2batGl069aNLVu2sGHDhvu22rdr147mzZvTo0cPPv/8c2rWrElcXBzr16+nR48eNG7cmHHjxtG1a1cCAwN57rnn0Gq1HD16lGPHjvHpp58W3S/5FjJGRzww9759CJg1y7RH1s6dXHzxJfLi49UuSwghSi2dTsexY8d4+umnCQ0NpV+/foSGhvL3338Xav354osv6NGjB7169aJly5Y4ODjw66+/3tbldLPJkyfTunVrunfvTrt27XjssccIDw8vdM3SpUvp27cvb7/9NjVr1qR79+7s3buXwMBAAFq2bMm8efOYNm0aDRo0YOPGjYwcOfK+XUsajYb169fTunVrXnnlFUJDQ+nduzcXLlzA29sbgI4dO7Ju3To2bdpEkyZNePTRR5k2bRrBwcEP+uu0iMy6kllXDy37+AliXhuKIekKVt7eBC5YgF3NULXLEkKUI/eafSOK1+DBgzl16pR5MHVJkllXolSwr1uHqqtXY1O9GvmXL3PxpZfI3LNH7bKEEEI8gClTpnDkyBHOnj3LzJkzWb58Of369VO7rAcmQUcUCWs/P6qsXIlD48YYMzKIHjyE1F/X3f+FQgghSpV9+/bRvn176tWrx7x585gxYwaDBg1Su6wHVmEHI8+ePZvZs2eXyn1DyiqdqyuBixcR9957pG/YSNw775B/OQH3gQNl+rkQQpQR3333ndolFKkK26IzbNgwTp48yf79+9UupVzR2triP3Uq7gXNnIlTpnL50wkoEiiFEEKooMIGHVF8NFot3u+/h9d774JGQ8rKlcSOGIExJ0ft0oQQQlQwEnREsfHo3x//L6ahsbYmfdNmogfI7udCCCFKlgQdUaxcOnUiaMlitC4uZB86xMUXX0J/6ZLaZQkhhKggJOiIYufQpAlVVn6Nla8v+qgoLvR+gewTJ9QuSwghRAUgQUeUCNsaNaiyahW2NWtiuHKF6D59ydixU+2yhBBClHMSdESJsfb2Injl1zg0fxRjVhYxQ4dy7cef1C5LCCHKrccff5wRI0aoXYaqJOiIEqVzciJo/nxcuncDg4H4sWO5Mn8BFXwnEiFEBZKRkcEbb7xBQEAA9vb2PPLII8ydO7fQNbm5uQwfPhxPT08cHR3p3r07l2R84wORoCNKnMbGBr/PP8djsGmlzaQvvuDyxIkoRqPKlQkhRPEbOXIkGzdu5Ouvv+aff/5h5MiRDB8+nJ9//tl8zYgRI1izZg2rVq1i586dZGRk0LVr11K5yG1eXp7aJdyTBB2hCo1Gg9fbb+P9/nsApHy1grh3xqDo9SpXJoQQxevvv/+mX79+PP7441SpUoUhQ4bQoEEDDhw4AEBqaiqLFy9m6tSptGvXjrCwML7++muOHTvG5s2b73rfzMxM+vbti5OTE76+vkydOvW2a/R6PWPGjMHf3x9HR0eaNWvGtm3bCl2zcOFCAgMDcXBwoGfPnkybNo1KlSqZz3/00Uc0bNiQJUuWEBISgq2tLYqikJqaypAhQ/Dy8sLFxYUnnniCI0eOFLr3r7/+Snh4OHZ2doSEhDB+/Hjy8/Mf/JdpAQk6QlXu/frhN3kyWFmR9ttvxAx9DUNGptplCSHKAEVRMGZllfjXw3a1P/bYY/zyyy/ExsaiKApbt24lMjKSjh07AhAREUFeXh4dOnQwv8bPz4+6deuye/fuu973nXfeYevWraxZs4Y//viDbdu2ERERUeiaAQMGsGvXLlatWsXRo0d57rnn6NSpE2fOnAFg165dDB06lLfeeovDhw/Tvn17JkyYcNt7nT17lu+++44ff/yRw4cPA9ClSxcSEhJYv349ERERNGrUiCeffJLk5GQAfv/9d15++WXefPNNTp48yfz581m2bNkd71+UKuxeV6L0cO3WFZ2bG5fefJPM3buJ7t+fwAXzsXJ3V7s0IUQppmRnc7pReIm/b82DEWgcHB749TNmzGDw4MEEBARgZWWFVqtl0aJFPPbYYwAkJCRgY2ODm5tbodd5e3uTkJBwx3tmZGSwePFivvrqK9q3bw/A8uXLCQgIMF9z7tw5vv32Wy5duoSfnx8Ao0ePZuPGjSxdupTPPvuMmTNn0rlzZ0aPHg1AaGgou3fvZt26wps06/V6VqxYQeXKlQHYsmULx44dIzExEVtbW8C0C/ratWv54YcfGDJkCBMmTOC9994z74QeEhLCJ598wpgxY/jwww8f+Pd5P9KiI0oFp8daErxsKTo3N3KOH+fiCy+ivxSrdllCCPHAVq5ciZOTk/lrx44dgCno7Nmzh19++YWIiAimTp3K66+/fs9uKTC1YN1tg+Rz586h1+tp3ry5+Zi7uzs1a9Y0Pz948CCKohAaGlqoru3bt3Pu3DkATp8+TdOmTQvd+9bnAMHBweaQA6ZWqIyMDDw8PArdOyoqynzviIgIPv7440LnBw8eTHx8PFlZWff82R9GhW3Rkd3LSx/7+vUJXrmSmEGD0F+8yMUXXiBw0ULsbvofVQghrtPY21PzYMT9LyyG97VE9+7dadasmfm5v78/2dnZfPDBB6xZs4YuXboAUL9+fQ4fPsyUKVNo164dPj4+6PV6UlJSCrXqJCYm0qJFizu+lyXdaUajEZ1OR0REBDqdrtA5Jycn831uDVN3urejo+Nt9/b19b1tvA9gHt9jNBoZP348zzzzzG3X2NnZ3bf+B1Vhg86wYcMYNmwYaWlpuLq6ql2OKGAbUpXgb78lZvBgciMjufhyHwLnzMahSRO1SxNClDIajeahupCKm7OzM87OzoWOpaWlkZeXh1ZbuENFp9NhLJh5Gh4ejrW1NZs2baJXr14AxMfHc/z4cSZNmnTH96pevTrW1tbs2bOHoKAgAFJSUoiMjKRNmzYAhIWFYTAYSExMpFWrVne8T61atdi3b1+hY9cHSd9Lo0aNSEhIwMrKiipVqtz1mtOnT1O9evX73q8oVdigI0ova28vgr9eQczrr5N9IILogYPwnzYV53bt1C5NCCEeiouLC23atOGdd97B3t6e4OBgtm/fzldffcW0adMAcHV1ZeDAgbz99tt4eHjg7u7O6NGjqVevHu3u8vegk5MTAwcO5J133sHDwwNvb2/Gjh1bKFCFhoby0ksv0bdvX6ZOnUpYWBhXrlxhy5Yt1KtXj6eeeorhw4fTunVrpk2bRrdu3diyZQsbNmy4a5fZde3ataN58+b06NGDzz//nJo1axIXF8f69evp0aMHjRs3Zty4cXTt2pXAwECee+45tFotR48e5dixY3z66adF90u+lVLBpaamKoCSmpqqdiniFobsbCX69WHKyZq1lJOP1FaSV69WuyQhhEqys7OVkydPKtnZ2WqX8tDi4+OV/v37K35+foqdnZ1Ss2ZNZerUqYrRaDRfk52drbzxxhuKu7u7Ym9vr3Tt2lWJjo6+533T09OVl19+WXFwcFC8vb2VSZMmKW3atFHeeust8zV6vV4ZN26cUqVKFcXa2lrx8fFRevbsqRw9etR8zYIFCxR/f3/F3t5e6dGjh/Lpp58qPj4+5vMffvih0qBBg9vePy0tTRk+fLji5+enWFtbK4GBgcpLL71UqO6NGzcqLVq0UOzt7RUXFxeladOmyoIFC+76M93rz93Sz2+NolTsJWmvd12lpqbi4uKidjniFkp+Pgnjx3Pt+x8AqPzWm3gMHXrff10IIcqXnJwcoqKiqFq1arGO5xC3Gzx4MKdOnTIPpi5J9/pzt/TzW2ZdiVJNY2WFz8cf4/HaUACSvpzB5U8+RZFB5EIIUSymTJnCkSNHOHv2LDNnzmT58uXmKeFlkYzREaWeRqPB6623sHL34PJnn5HyzTfkJyfjN+lztDY2apcnhBDlyr59+5g0aRLp6emEhIQwY8YMBg0apHZZD0yCjigz3Pu8jJWHO7Hvvkf6xo1cSksjYOYMtLdMcxRCCPHgvvvuO7VLKFLSdSXKFJenniJo/jw0Dg5k7t7NxVdewXDtmtplCSGEKKUk6Igyx7FFC4KXLkHr6krOkaNc7NOXvMuJapclhBCiFJKgI8ok+wYNqPL1Cqy8vMg9c4aLL72EPjpa7bKEEMXs+qJ6omIoij9vGaMjyizbGjUI/mYl0a8MJC86mgsvvUTQokWyZYQQ5ZCNjQ1arZa4uDgqV66MjY2NLDNRjimKgl6vJykpCa1Wi81DTDyRdXRkHZ0yLz8piehBg8k9fRqtiwuB8+bh0ChM7bKEEEVMr9cX+waQonRxcHDA19f3jkHH0s9vCToSdMoFQ2oqMUNfI/vQITT29gTMmIFTq8fULksIUcQURSE/P182ZK4AdDodVlZWd225k6BjIQk65YcxK4tLb75F5s6dYG2N/+RJuHTqpHZZQgghioGsjCwqHK2DA4FzZuPyVGfIyyN25ChSytl6EEIIIf4dCTqiXNHY2OA3eTKVnn8eFIWEcR9yZeFCtcsSQgihEgk6otzR6HT4fPQhHkOGAJA0dRqJU6ZQwXtphRCiQpKgI8oljUaD16iReL0zGoCrixaTMO5D2QxUCCEqmDIfdNLT02nSpAkNGzakXr16LJRuCnETj4ED8fnkY9Bqufb998S+PRqjXq92WUIIIUpImZ91ZTAYyM3NxcHBgaysLOrWrcv+/fvx8PCw6PUy66piSNv4O7HvvAN5eTi2bEnArJlo7e3VLksIIcQDqjCzrnQ6HQ4ODgDk5ORgMBhkLIa4jUunjgTOm4vG3p7MXbuIHjQYQ3q62mUJIYQoZqoHnb/++otu3brh5+eHRqNh7dq1t10zZ84cqlatip2dHeHh4ezYsaPQ+WvXrtGgQQMCAgIYM2YMnp6eJVS9KEucWrYkaPFitM7OZEdEEN1/APkpKWqXJYQQohipHnQyMzNp0KABs2bNuuP51atXM2LECMaOHcuhQ4do1aoVnTt3JvqmDRwrVarEkSNHiIqK4ptvvuHy5cslVb4oYxwahRG8fBk6NzdyTpwgum9f8hJl53MhhCivStUYHY1Gw5o1a+jRo4f5WLNmzWjUqBFz5841H3vkkUfo0aMHEydOvO0er732Gk888QTPPffcHd8jNzeX3Nxc8/O0tDQCAwNljE4Fk3vuHNEDXiE/MRHroCCCly7B2t9f7bKEEEJYqFyM0dHr9URERNChQ4dCxzt06MDu3bsBuHz5MmlpaYDph/7rr7+oeY/dqydOnIirq6v5KzAwsPh+AFFq2VarRvDKr7EOCCjY+fxlcqOi1C5LCCFEESvVQefKlSsYDAa8vb0LHff29iYhIQGAS5cu0bp1axo0aMBjjz3GG2+8Qf369e96z/fff5/U1FTzV0xMTLH+DKL0sgkMJHjl19iEhJCfkMDFl/uQc/q02mUJIYQoQlZqF2CJW3cuVRTFfCw8PJzDhw9bfC9bW1tsbW2LsjxRhll7exO84iuiBw0m959/uNinL0ELF2DfoIHapQkhhCgCpbpFx9PTE51OZ269uS4xMfG2Vh4hHpSVhwfBy5dh37AhxrQ0oge8QubefWqXJYQQogiU6qBjY2NDeHg4mzZtKnR806ZNtGjR4qHuPXv2bGrXrk2TJk0e6j6ifNC5uBC0eBEOjz6KMSuLmCFDyPjrL7XLEkII8ZBUDzoZGRkcPnzY3P0UFRXF4cOHzdPHR40axaJFi1iyZAn//PMPI0eOJDo6mqFDhz7U+w4bNoyTJ0+yf//+h/0RRDmhdXQkcP48nNq2RcnNJWbYG6Rt/F3tsoQQQjwE1aeXb9u2jbZt2952vF+/fixbtgwwLRg4adIk4uPjqVu3Ll988QWtW7cukveXLSDErZS8POLefZe09RtAq8V3wgQq9eyhdllCCCFuYunnt+pBR20SdMSdKAYD8ePGkfrjTwB4//f/cH/pJZWrEkIIcV25WEenOMkYHXEvGp0O308+wa1vHwAuf/IpVxYsVLkqIYQQ/5a06EiLjrgHRVFImjGDq3PnAeAxZAiVR464bckDIYQQJUtadIQoAhqNBq+33sJr9NsAXF2wgMsTPkMxGlWuTAghhCUk6AhhAY9Bg/D5cBwAKV9/Tfz//RfFYFC5KiGEEPcjQUcIC7m98AJ+n/8PtFpSf/qJuHffQ8nPV7ssIYQQ91Bhg44MRhYPwvXpp/GfNhWsrEhbt47YkaNQ9Hq1yxJCCHEXMhhZBiOLB5C+ZQuxb41AycvDqU0b/Gd8iVb2UBNCiBIjg5GFKEbOTzxBwJw5aGxtydi+nUuvvY4xO1vtsoQQQtxCgo4QD8ip1WMELliAxsGBzN27iRk8BENGptplCSGEuIkEHSEegmOzpgQtWoTWyYmsAweIGTgQQ1qa2mUJIYQoUGGDjgxGFkXFoVEYQUuXonV1JfvIEaL7DyA/JUXtsoQQQiCDkWUwsigyOadOEf3KQAzJydiGhhK0ZDFWnp5qlyWEEOWSDEYWooTZ1apF8FfLsapcmdzISC726Uve5ctqlyWEEBWaBB0hipBt9eoEr/gKK19f9FFRXHy5D3mxsWqXJYQQFZYEHSGKmE2VKgSvWIF1YCB5MTFc6NMH/cWLapclhBAVkgQdIYqBTYA/wV+vwKZKFfLj4rn4ch9yz59XuywhhKhwJOgIUUysvb0JXvEVtjWqk5+UxMU+fck5Hal2WUIIUaFU2KAj08tFSbCqXJmgr77CtvYjGK5eJbpvX7KPn1C7LCGEqDBkerlMLxclwJCaSvSQIeQcOYrW2ZnABfNxCAtTuywhhCizZHq5EKWIztWVoMWLsQ8Px5ieTszAQWTt3692WUIIUe5J0BGihOicnAhauACH5o9izMoievAQMnbtUrssIYQo1yToCFGCtA4OBM6bh2Ob1ig5OVx67XXSt25VuywhhCi3JOgIUcK0trYEzpyJc/t2KHo9l958i7RNm9QuSwghyiUJOkKoQGNjg/+0abg89RTk5RE7YiRpGzaoXZYQQpQ7EnSEUInG2hq/SZ/j+nR3MBiIfXs0qb/+qnZZQghRrlTYoCPr6IjSQGNlhe9nn+H67DNgNBI35l2urVmrdllCCFFuyDo6so6OKAUUo5GE8R9zbfVq0GjwGf8Rbr16qV2WEEKUWrKOjhBliEarxeejD3F7+WVQFBLGfUjyN9+oXZYQQpR5EnSEKCU0Gg3eYz/AvX9/AC5//AnJy5erW5QQQpRxEnSEKEU0Gg1e747BY/BgAC5P/B9XFy9WuSohhCi7JOgIUcpoNBoqjxqJ5+uvA5A4eQpX5s1TuSohhCibJOgIUQppNBoqvzmcym+9CUDS9C9JmjmLCj53QAgh/jUJOkKUYp6vvYbX6LcBuDJ7NknTv5SwI4QQ/4IEHSFKOY9Bg/B6710Ars6fT+LkKRJ2hBDCQhJ0hCgDPPr3x/u//wdA8pIlXP5sooQdIYSwQIUNOrIysihr3F96CZ/x4wFIWbGChI8/RjEaVa5KCCFKN1kZWVZGFmXMtR9/Iv7//g8UBdf/PIvvxx+j0VbYf7MIISooWRlZiHKq0rPP4Pf5/0CrJfWHH4l//wMUg0HtsoQQolSSoFNMVv6zkrmH55Kck6x2KaIccu3eHf8pk0GnI/Xnn4kb8y5Kfr7aZQkhRKljpXYB5VGuIZcFRxeQnJPM4uOLebra0/Sp3YcqrlXULk2UIy5PPQVWVsSOepu0335Dyc/Hf8pkNNbWapcmhBClhrToFAOdRsf7Td+ntkdtcg25fBf5Hd3XdufNLW9y8PJBmS0jioxLhw4EzJiBxtqa9N9/59KIkRj1erXLEkKIUkMGIxfjYGRFUThw+QDLTyxn+6Xt5uP1POvRr04/ngx6EiutNKqJh5fx119cemM4il6PU5s2+M/4Eq2trdplCSFEsbH081uCTgnNujqfep6vTnzFr+d+RW80/Yvb38mfPrX70LN6TxysHYrtvUXFkLl7NzGvD0PJycGxZUsCZs9Ca2endllCCFEsJOhYqKSnl1/Nvsqq06tYdWoV13KvAeBs48zzNZ/nxVovUtmhcrHXIMqvzL37iHntNZSsLBwefZTAObPROkiIFkKUPxJ0LKTWOjrZ+dn8eu5Xvjr5FRfTLgJgpbWiS9UuDKg7gGqVqpVYLaJ8yYqIIGbwEIxZWTg0bkzAvHnonBzVLksIIYqUBB0Lqb1goMFoYNulbXx14isOJh40H28b2JaB9QbSoHKDEq9JlH3Zhw8TPWgwxowM7MPCCFy4AJ2Tk9plCSFEkZGgYyG1g87NjiYdZenxpfwZ/ScKpj+Wxt6NGVhvIC39WqLRaFStT5Qt2ceOET1wEMa0NOzq1ydo0UJ0svq3EKKcKNagc/nyZUaPHs2ff/5JYmLibdOlDWVoldbSFHSuO596nmXHl/Hr+V/JN5oWgavpVpOB9QbSPri9zNQSFss5eZLoAa9gSE3FrnZtgpYsRlepktplCSHEQyvWoNO5c2eio6N544038PX1va2l4emnn/73FaukNAad6xIyE1hxcgXfR35Pdn42AIHOgfSv05+nqz+NrU6mD4v7yzl92hR2kpOxrVWLoCWLsXJ3V7ssIYR4KMUadJydndmxYwcNGzZ8mBpVNXv2bGbPno3BYCAyMrJUBp3rUnNT+fbUt6z8Z6V5ppaHnQd9avehV81eONs4q1ugKPVyz57lYv8BGK5cwbZGdYKWLsXK01PtsoQQ4oEVa9CpXbs2K1euJCws7KGKLA1Kc4vOrbLyslhzdg3LTiwjITMBACdrJ56v+Twv134ZT3v54BJ3l3s+iuj+/clPTMQmJISgpUux9vZSuywhhHggxRp0/vjjD6ZOncr8+fOpUqXKw9SpurIUdK7LM+axIWoDS44t4VzqOQBstDb0rNGTgXUH4uvkq3KForTSX7zIxf4DyI+Pxzo4iOBly7D2lf9ehBBlT7EGHTc3N7KyssjPz8fBwQHrWzYRTE4uOzt2l8Wgc51RMbI9ZjuLji/iaNJRAKw0VnSv3p1BdQcR6BKocoWiNNJfukR0v/7kxcZiHRBA0LJl2AT4q12WEEL8K8UadJYvX37P8/369fu3t1RNWQ461ymKwv6E/Sw4uoC9CXsB0Gq0PFX1KQbXG0xIpRCVKxSlTV5cHBf7DyAvOhorP1+Cly3DJihI7bKEEMJiso6OhcpD0LnZ4cTDzD86n52xOwHQoKF9cHuG1B9CTfeaKlcnSpO8y5eJ7tcf/YULWHl7E7R0KbYhVdUuSwghLFLkQSctLc18o7S0tHteW5YCQ3kLOteduHqCBUcWsCVmi/nY44GP82r9V6nrWVfFykRpkp+UxMUBA9CfPYfO05PgZUuxrV5d7bKEEOK+ijzo6HQ64uPj8fLyQqvV3nGVXkVR0Gg0smBgKRKZEsnCowv5/cLv5tWWW/q1ZEj9ITTybqRydaI0yE9OJvqVgeSeOoXOzY2gpUuwq1VL7bKEEOKeijzobN++nZYtW2JlZcX27dvveW2bNm3+XbUqKu9B57qo1CgWHVvEb+d/w6CYgmgTnyYMqT+EZj7NZHuJCs5w7RrRAweRc+IEWldXghYvxr5uHbXLEkKIu5IxOhaqKEHnupj0GBYfW8zP5342by/RoHIDXmvwGi38WkjgqcAMaWnEDB5C9pEjaJ2dCVq4APsyvCioEKJ8K5Ggk5WVRXR0NHq9vtDx+vXrP+gtS1xFCzrXJWQmsPT4Un488yO5hlzAFHheb/g6zX2bS+CpoAwZmcQMfZXsAxFoHRwIXDAfh8aN1S5LCCFuU6xBJykpiQEDBrBhw4Y7npcxOmXHlewrLDm+hO9Of2cOPGFeYbze8HXp0qqgjFlZxLw+jKw9e9DY2xM4dw6Ojz6qdllCCFGIpZ/f2ge5+YgRI0hJSWHPnj3Y29uzceNGli9fTo0aNfjll18euGhR8jztPRnTZAwbntnAy4+8jI3WhkOJhxj8x2D6b+zPvvh9apcoSpjWwYHAeXNxfOwxlOxsYl4dSsaOnWqXJYQQD+SBWnR8fX35+eefadq0KS4uLhw4cIDQ0FB++eUXJk2axM6dZecvxYreonOrxKxEFh9bzA+RP6A3mrokG3s35vWGr9PEp4nK1YmSZMzNJXbESDK2bkVjbY3/jC9xbttW7bKEEAIo5hadzMxMvLxMmwG6u7uTlJQEQL169Th48OCD3FKUEl4OXrzf7H3WP7Oe3jV7Y6215sDlA7zy+ysM/H0gEZcj1C5RlBCtrS0BX07HuUMHlLw8Lr35Fml//KF2WUII8a88UNCpWbMmp0+fBqBhw4bMnz+f2NhY5s2bh69sEFgueDt6M/bRsax/Zj3P13weK60V+xL20X9jfwb9MYhDiYfULlGUAI2NDf7TpuLy1FOQl0fsyFGk/vab2mUJIYTFHqjrauXKleTl5dG/f38OHTpEx44duXr1KjY2Nixbtoznn3++OGotFtJ1ZZn4jHgWHlvImrNrzNPSm/s25/WGr9PQq6G6xYlipxgMxH8wltSffwatFt/PJlCpRw+1yxJCVGAluo5OVlYWp06dIigoCE9Pz4e9XYmSoPPvxGXEseDoAn4++zP5iinwtPRvyfCw4dTxkAXmyjPFaCThww+59v0PoNHg8/F43J57Tu2yhBAVlCwYaCEJOg/mUvolFh1bxNqza80rLbcLascbYW9QrVI1lasTxUUxGrn86QRSvvkGAO///h/uL72kclVCiIqoWIPOqFGj7nwzjQY7OzuqV6/O008/jbu7+7+99b8WExNDnz59SExMxMrKiv/+97889y/+lSlB5+FEp0Uz58gc1p9fj4KCBg1dQ7ryWsPXCHQOVLs8UQwURSHx80kkL1sGgNd77+LRv7+qNQkhKp5iDTpt27bl4MGDGAwGatasiaIonDlzBp1OR61atTh9+jQajYadO3dSu3bth/pB7ic+Pp7Lly/TsGFDEhMTadSoEadPn8bR0dGi10vQKRpnUs4w+/Bs/oz+EwArjRU9a/RkSP0h+Dj6qFydKGqKopD0xXSuLlgAQOVRo/AcMljlqoQQFUmxTi9/+umnadeuHXFxcURERHDw4EFiY2Np3749L7zwArGxsbRu3ZqRI0c+8A9gKV9fXxoW7Mfj5eWFu7s7ycnJxf6+orAabjWY3nY6q7qsoqVfS/KVfL6P/J4uP3Vh0v5JJOfIn0l5otFoqDxyBJ7D3wAgado0kmbNpoL3hAshSqEHCjqTJ0/mk08+KZSgXFxc+Oijj5g0aRIODg6MGzeOiIj7r7ny119/0a1bN/z8/NBoNKxdu/a2a+bMmUPVqlWxs7MjPDycHTt23PFeBw4cwGg0EhgoXSZqqeNZh3nt57G041IaeTVCb9Sz4uQKOv3YiZmHZpKmT1O7RFFENBoNlYcNo3JBV/aVWbNI+mK6hB0hRKnyQEEnNTWVxMTE244nJSWRlmb6IKtUqdJtm33eSWZmJg0aNGDWrFl3PL969WpGjBjB2LFjOXToEK1ataJz585ER0cXuu7q1av07duXBQVN6UJdjX0as6zTMua1m0dtj9pk52ez4OgCOv3YiUXHFpGVl6V2iaKIeA4ZjNd77wJwdcECEj+fJGFHCFFqPNAYnZdeeom///6bqVOn0qRJEzQaDfv27WP06NG0aNGCFStWsGrVKqZMmcKBAwcsL0ajYc2aNfS4aX2OZs2a0ahRI+bOnWs+9sgjj9CjRw8mTpwIQG5uLu3bt2fw4MH06dPnnu+Rm5tLbm6u+XlaWhqBgYEyRqcYKYrCn9F/MuvQLM6lngPA3c6dwfUG81zN57DV2apcoSgKyd98w+WPPwHA7cUX8f6/sWi0D/RvKSGEuK9iHaMzf/58nnzySXr37k1wcDBBQUH07t2bJ598knnz5gFQq1YtFi1a9GDVF9Dr9URERNChQ4dCxzt06MDu3bsB04do//79eeKJJ+4bcgAmTpyIq6ur+Uu6uYqfRqOhXXA7fuz+I5899hkBTgEk5yTz+f7P6bqmK2vOrMFgLDs73os7c3/xRXw++Rg0GlK++YaEDz9EMRrVLksIUcE91Do6GRkZnD9/HkVRqFatGk5OTg9XzC0tOnFxcfj7+7Nr1y5atGhhvu6zzz5j+fLlnD59mp07d9K6dWvq169vPr9ixQrq1at3x/eQFh315RnzWHt2LfOOzCMxy9QFWs21Gm82epO2gW3RaDQqVygexrW1a4n/YCwYjbg+/TS+n01Ao9OpXZYQopyxtEXH6mHexMnJqVDAKC63fvApimI+9thjj2H8F/9qtLW1xdZWukrUZK215rnQ5+gW0o1Vp1ax8NhCzqWe462tb9GwckNGho+kkXcjtcsUD6hSjx5obWyIfWcMqT//jJKXh9/n/0Njba12aUKICuiBgk5OTg4zZ85k69atJCYm3hY0imoHc09PT3Q6HQkJCYWOJyYm4u3tXSTvIdRjZ2VH/7r9eSb0GZYcW8LKf1ZyOOkw/Tb2o01AG95q9BY13GqoXaZ4AC5PPQVWVsS+PZq09etR8vLwnzoFjY2N2qUJISqYBxqj88orrzBp0iSCg4Pp2rUrTz/9dKGvomJjY0N4eDibNm0qdHzTpk2FurIexOzZs6lduzZNmjR5qPuIh+di48KI8BH89sxv/Cf0P+g0OrZf2s6zvzzL2J1jicuIU7tE8QBcOnQgYMaXaKytSd+0iUtvvoXxpm5jIYQoCQ80RsfV1ZX169fTsmXLhy4gIyODs2fPAhAWFsa0adNo27Yt7u7uBAUFsXr1avr06cO8efNo3rw5CxYsYOHChZw4cYLg4OCHfn9ZGbn0iUqNYuahmWy6aAq41lpretfqzeB6g3Gzc1O5OvFvZezcxaVhw1Byc3Fs0YKAWTPROjioXZYQoowr1i0gateuzapVq4pkfM62bdto27btbcf79evHsoK9dObMmcOkSZOIj4+nbt26fPHFF7Ru3fqh3xsk6JRmx5KOMf3gdPYl7APAydqJ/nX606d2Hxys5YOyLMncs5eY119HycrCPjycwHlz0Tk7q12WEKIMK9ags2HDBmbMmMG8efOKpFVFTRJ0SjdFUdgdt5vpB6dzKvkUAJ72ngytP5RnQp/BWisDXMuKrEOHiBnyKsb0dOzq1iVw4QKs3KSFTgjxYIo16CQlJdGrVy/++usvHBwcsL5lNkVZ2Gtq9uzZzJ49G4PBQGRkpASdUs6oGNkYtZGZh2ZyKeMSAEHOQQwPG06HKh3QamRhurIg5+RJogcOwpCSgm2NGgQtWYxV5cpqlyWEKIOKNei0a9eO6OhoBg4ciLe3923Tv/v16/fvK1aJtOiULXmGPL6P/J75R+ebNwqt7VGb0Y1H08RHBpaXBblnzxI94BXyk5KwCQ4maNlSrH191S5LCFHGFGvQcXBw4O+//6ZBgwYPVWRpIEGnbMrMy+Srk1+x7PgysvJN+2a1CWjDyPCRVKtUTeXqxP3oo6OJ7j+AvLg4rP38CFq2FJugILXLEkKUIcW6BUStWrXIzs5+4OKEeFiO1o681uA11j+znudrPm+ekv7ML88w/u/xJGUlqV2iuAeboCCCV36NTXAweXFxXHzpZXILZl8KIURReqAWnT/++IPx48czYcIE6tWrd9sYnbLUMiItOuVDVGoU0yOmsyVmCwD2Vvb0r9Of/nX6ywytUiw/KYnoVwaSe+YMOjc3ghYvwq52bbXLEkKUAcXadaW9aUfim8fnXN+awWAo/Rs0ymDk8inicgTTDkzj6JWjgGmG1usNX6dn9Z5YaR9qxxNRTPJTUogZPISc48fROjsTuGA+DmFhapclhCjlijXobN++/Z7n27Rp829vqRpp0Sl/FEXh94u/82XEl+YZWtVcqzEyfCStA1rLpqGlkCE9nZihr5EdEYHGwYHAOXNwfLSZ2mUJIUqxYh2j06ZNG7RaLQsXLuS9996jevXqtGnThujoaHSyS7FQmUajoVOVTvzc42fGNBmDq60r51LP8caWNxj4x0BOXD2hdoniFjpnZ4IWLsCxRQuUrCxiXn2VjPv8g0oIISzxQEHnxx9/pGPHjtjb23Po0CFyC/avSU9P57PPPivSAoV4UDY6G/rU7sP6Z9YzoM4AbLQ27E/YT+91vXlvx3vEZsSqXaK4idbBgYC5c3B64gmU3Fxi3hhO2u9/qF2WEKKMe6Cg8+mnnzJv3jwWLlxYaCByixYtimznciGKiouNC6Maj+LXnr/SNaQrAL+d/41ua7ox9cBUUnNTVa5QXKe1tSXgy+m4PNUZ8vKIHTmSa2vXql2WEKIMe6Cgc/r06TvuNeXi4sK1a9cetqYSIbuXVzx+Tn5MbDWR1V1X08ynGXnGPJadWEaXNV346sRX6A16tUsUgMbaGr/Jk3F99hkwGol/731SVq1SuywhRBn1QEHH19fXvOP4zXbu3ElISMhDF1UShg0bxsmTJ9m/f7/apYgSVtujNgs7LGT2k7OpXqk6qbmpTD4wmR4/92Dzxc08wPh8UcQ0Oh2+n3yC28svA5Dw0XiuLlmqclVCiLLogYLOq6++yltvvcXevXvRaDTExcWxcuVKRo8ezeuvv17UNQpR5DQaDa0DWvN9t+/5qPlHeNp7EpMew8htIxnw+wAZsFwKaLRavMd+gMeQIQAkTppE0sxZEkSFEP/KA00vBxg7dixffPEFOTk5ANja2jJ69Gg++eSTIi2wuMn0cgGQlZfFkuNLWHZiGbkG0+D67tW6MzxsOD6OPipXJ67Mm0/S9OkAuPXtg/d776HRykauQlRkxbqOznVZWVmcPHkSo9FI7dq1cXJyetBbqUaCjrhZQmYCXx78knXn1wFgp7Ojf93+DKgzQFZYVlnyiq+5PGECAK49euD76SdorGQRSCEqqhIJOuWBBB1xJ8evHGfy/skcTDTNIqxsX5nhYcN5uvrTaDXSkqCW1J9/Ju6DsWAw4NTuSfynTkVra6t2WUIIFUjQsZAEHXE3iqKw6eImpkVMM6+584j7I4xuPJqmvk1Vrq7iSv/zT2JHjkLR63F49FECZs1C5+SodllCiBImQec+ZK8rYSm9Qc83/3zD/KPzycjLAKBtYFtGhY+iimsVdYuroDL37OXS669jzMrCrn59AufPw8rNTe2yhBAlSIKOhaRFR1gqOSeZOYfn8EPkDxgUA1YaK3rX6s3QBkNxtXVVu7wKJ/vYMWIGD8Fw7Rq2NaoTuGgx1t5eapclhCghEnQsJEFH/Fvnrp1j6oGp7IjdAZhWXn6twWs8X/N5rHXW93m1KEq5Z88S/cpA8hMTsQ4IIGjJYmyCgtQuSwhRAiToWEiCjnhQu2N3M/nAZM5eMy2eGewSzKjwUbQNbCs7pJcg/aVYol95hbzoaHSVPQlatBi7mqFqlyWEKGYSdCwkQUc8jHxjPmvOrmHWoVkk5yQD0NSnKaMbj+YRj0dUrq7iyE9KInrgIHIjI9G6uhI0fx72DRuqXZYQohhJ0LGQBB1RFDL0GSw+vti0Z5ZRjwYNT1d/mjfD3qSyQ2W1y6sQDKmpxLw6lOzDh9HY2xMwayZOLVuqXZYQophI0LGQBB1RlOIy4pgeMZ0NFzYA4GDlwOD6g+lTuw+2OlnvpbgZs7K4NPxNMnftMm0OOnUKLh06qF2WEKIYWPr5XWFXPpPdy0Vx8HPyY1KbSazovIJ6nvXIys/iy4Nf8vTap9l0cZPs01TMtA4OBMydg3PHjih5ecSOGMm1H39SuywhhIqkRUdadEQxMSpGfjv/G9MjppOYnQhAY+/GvNv0XWq511K5uvJNMRiI//BDUn/4EQCvd9/FY0B/dYsSQhQp6bqykAQdUdxu3TBUg4ZnajzDG2Fv4GnvqXZ55ZaiKCROmkzy0qUAeAwaSOW335YZcUKUExJ0LCRBR5SUuIw4voj4go0XNgLgaO3Iq/Vf5aVHXsJGZ6NydeWToihcXbiIpGnTgILNQD/5GI21rHckRFknQcdCEnRESTt4+SCf7/+ck1dPAhDoHMjoxqNl/Z1idO3Hn4gfN860GWibNvhP/wKtvb3aZQkhHoIEHQtJ0BFqMCpGfjn3C18e/JIr2VcAaObbjDFNxhDqJovdFYf0LVuJHTkSJTcX+4YNCZw3F12lSmqXJYR4QBJ0LCRBR6gpMy+TRccWmdff0Wq0/KfGfxgWNgx3O3e1yyt3sg4eJGboaxjT0rCpVo2gRQux9vVVuywhxAOQoGMhCTqiNLiUfolpEdPYdHETAM7WzgxtMJQXar0g+2cVsdwzZ4geNJj8y5ex8vEhaPEibKtVU7ssIcS/JEHHQhJ0RGmyP2E/k/ZP4lTyKQCquFRhdOPRtA5oLeN3ilBeXBzRAwehj4pC5+pKwLy5OISFqV2WEOJfkKBjIQk6orQxGA38fO5nvjz4pXn/rBZ+LRjTZAzVKknLQ1HJT0khZuhQco4cRWNnh//0L3B+/HG1yxJCWEhWRhaijNJpdTxT4xl+6/kbA+oOwFprze643Tz7y7N8tvczruVcU7vEcsHKzY3gpUtxbN0KJSeHS8Pe4NratWqXJYQoYhU26MgWEKK0c7JxYlT4KH5++meeDHoSg2Lg21Pf0mVNF1b+s5I8Y57aJZZ5WgcHAmfPxqV7NzAYiH/vfa4uXqx2WUKIIiRdV9J1JcqIvfF7mbR/EpEpkQCEuIbwTpN3eMz/MZUrK/sUo5HEyVPMqyi79++P15h30Ggr7L8FhSj1ZIyOhSToiLLEYDTw45kfmXVoFim5KQC08m/FO03eoaprVZWrK/uuLl5C4uTJALh06YLvxM/Q2siq1UKURhJ0LCRBR5RFafo05h+Zzzf/fEO+ko+VxoretXoztMFQXG1d1S6vTLu2di3x//dfyM/HoWlTAmbNRCd/NwhR6kjQsZAEHVGWXUi9wNQDU9l2aRsAlWwr8UbDN3g29FmstFbqFleGZezaReybb2HMzMS2RnUCFyyQhQWFKGUk6FhIgo4oD3bH7Wby/smcvXYWgOqVqjOmyRia+zVXubKyK+eff4gZ8ir5SUlYeXkRuGA+drVqqV2WEKKABB0LSdAR5UW+MZ/vI79n9uHZpOamAvB44OOMbjyaYJdglasrm/Li4ogeMgT92XNoHR0JmDkDxxYt1C5LCIGsoyNEhWOlteKFWi/wW8/fePmRl7HSWLEtZhs9fu7B1ANTSdenq11imWPt50eVlStxaNIEY2Ym0UNeJfXnn9UuSwjxL0iLjrToiHLqfOp5Ju+fzM7YnQC427nzRtgbPFP9GXRancrVlS1GvZ74994nbf16ACqPGIHHq0NkWw4hVCRdVxaSoCPKux2XdjD5wGSiUqMAqOlWk3ebvksTH1ks899QjEaSpk3j6iLTgoKVevXCZ9x/0VjJoG8h1CBBx0ISdERFkGfM47vT3zH78GxzF1a7oHaMajyKQOdAlasrW5JXruTypxNAUXBq0wb/L6ahdXBQuywhKhwJOhaSoCMqkms515h9eDbfR36PQTFgrbWmb+2+DK4/GEdrR7XLKzPSN28m9u3RKLm52NWtS+C8uVh5eqpdlhAVigQdC0nQERXR2ZSzTNo/ib/j/wbAw86Dtxq9xdPVn0arkTkKlsg6dIhLr72O4do1rP39CZw3F9saNdQuS4gKQ4KOhYot6BxZbXoMbgGVpGtAlD6KorD90namHJjCxbSLADzi/gjvNn2XcO9wlasrG/QXLhD96qvkXYxG6+SE/5fTcWrZUu2yhKgQJOjcx+zZs5k9ezYGg4HIyMiiDzqzmsAV0+aLVAqC4Jam0BPcEtxDQGZriFIiz5DHN6e+Yf6R+aTnmcbvdAjuwKjGo/B38le5utIvPyWFS8OHk30gAnQ6fMaNw+35XmqXJUS5J0HHQsXSomM0wuYP4eIuiDsMiqHweScfU+ip0tIUfCrXkuAjVJeck8ysQ7P48cyPGBUjNlob+tXpx6B6g3CwlsG292LU64n/v/8j7ZdfAXAfMACv0W+j0ck0fiGKiwQdCxX7GJ3cDIjZCxd3m4JPbAQY9IWvcfCAoOam0FOlJXjXBVnnRKjkdPJpJu2fxL6EfQB42XvxVvhbdA3pKuN37kFRFK7MncuVGTMBcGr3JP6TJsmMLCGKiQQdC5X4YOS8bFPYubDLFHxi9kF+duFrbF0g6NGC7q6W4NcQdNbFX5sQBRRFYUv0FqYcmMKljEsA1PWoy7tN36WhV0N1iyvlUtf9Rvz776Pk5WFXpw4Bc+Zg7e2ldllClDsSdCyk+qyrfD3EHzaFnou7IXoP5KYVvsbaAQKbQdVWULUN+DYEnSxSJoqf3qDn63++ZsHRBWTmZQLQuWpnRoWPwsfRR+XqSq+sgwe5NOwNDCkpWPn4EDhvrmwIKkQRk6BjIdWDzq2MBkg4dqOr6+IuyE4pfI2Ns2mMT9XWpvDjXQ+00qUgis+V7CvMPDSTNWfWoKBgp7NjQN0BDKg7AHsre7XLK5X00dHEvDoUfVQUWgcH/L+YhlObNmqXJUS5IUHHQqUu6NzKaISkU3BhB0T9BRd2Qs61wtfYu5m6uKq2MQUfGdwsisnJqyf5fN/nHEw8CIC3gzcjwkfQpWoX2ffpDgypqVx68y2y9u4FrRbv99/Hvc/LapclRLkgQcdCpT7o3MpogMvHTaEnaoep5efWXakdK0OVVgUtPq1lOrsoUoqisOniJqZFTCM2IxaA+pXr816T96hXuZ7K1ZU+il5P/PjxpP74EwCVej+Pz9ixaKxl3J0QD0OCjoXKXNC5lSHfNMYnarsp+ETvuX1ws4v/TcGnlWldHyEeUq4hl69OfMXCYwvJLvhvrltIN95q9Bbejt4qV1e6KIrC1UWLSJr2BSgKDk2b4v/ldKzc3NQuTYgyS4KOhcp80LlVfq5pVlfUX6avS/tvn87uHgIhj0NIW1PwsZe/bMWDS8xK5MuDX/LLuV8AsLeyZ2DdgfSr0w87KzuVqytd0rdsJW70aIxZWVgHBBA4d45sGyHEA5KgY6FyF3Rupc8yreNzfYxP7MHCCxhqtOAXZgo9IY9DYFOwslWtXFF2Hb9ynM/3fc7hpMMA+Dn6MbLxSDoGd5TxOzfJiYzk0uvDyLt0Ca2DA35TpuD8RFu1yxKizJGgY6FyH3RulZNmmsl1biuc33pjm4rrrB1MM7pC2kK1tuBVW8b3CIspisLGCxuZFjGNhMwEABp5NWJM0zHU8aijcnWlR35KCrFvjSBr3z7QaKg8aiQegwZJIBTiX5CgY6EKF3RulRoL57fd+MpMLHze0augm+txU/Bx8SvxEkXZk52fzbITy1hybAk5hhw0aHi6+tO81egtPO091S6vVFDy8kiYMIFrq0wbALt064bvp5+gtZUWVSEsIUHHQhU+6NxMUeDyiYLQs9U0oysvq/A1njVvhJ7glmBXwX9n4p4SMhOYfnA6v53/DQAHKwcG1x9Mn9p9sNXJBzpA8jffcHnCZ2AwYFe/PgEzZ8pKykJYQIKOhSTo3EN+rmmLiuvBJ+4QKMYb57VW4N8Yqj8J1Z40bVUhe3SJOziSdITP933OsSvHAPB38mdE+AgZv1Mgc88eYt8agSE1FSsvLwJmz8a+Xl21yxKiVJOgYyEJOv9CdoppCvv5rabwk3y+8Hl7d1NLT/V2UO0JcJYtAsQNRsXIb+d/Y/rB6SRmmbpIG1RuwOjGo2X/LApWUn7tdfTnzqGxtcX34/G4Pv202mUJUWpJ0LGQBJ2HkHLRFHrO/mkKPrfu0eVdz9TaU72daa8uKxtVyhSlS1ZeFstPLmfp8aXm9Xc6VunIiEYjCHAOULk6dRkyMoh7ezQZ27cD4NanD95j3pHFBYW4Awk6FpKgU0QMeXDpAJz7E85uhrjDwE3/adk4mRYsrPaEKfi4V1WrUlFKJGUlMevwLPP+WdZaa1565CUG1x+Mi03F/X9RMRq5MmsWV+bMBcChcWP8p3+BlacM4hbiZhJ0LCRBp5hkXjFNYT+7Gc5tuX02l3uIKfBUbwdVHgMbR3XqFKo7nXyaKQemsCd+DwCVbCsxtMFQetXshbW24rZkpG/eTNy772HMzMTK25uAmTOwr19f7bKEKDUqVNDp2bMn27Zt48knn+SHH374V6+VoFMCjEa4fMzUxXX2T4jZA8b8G+d1NhDU/EY3l6zdU+EoisKO2B1MPTCV86mmsV9VXKowMnwkbQPbVtgBy7nnz3PpjeHoz59HY22N97j/4vbcc2qXJUSpUKGCztatW8nIyGD58uUSdMqCnDTTSs1nC7q5rl0sfN7ZF2q0hxodTFPZbZ1VKVOUvHxjPj+d+YnZh2eTnJMMQBOfJoxuPJraHrVVrk4dhowM4t57j4zNfwJQqVcvvP9vLFobGfMmKrYKFXQAtm3bxqxZsyTolDWKYpq9dXaz6StqR+FNSbXWppWaa3QwfXnWkNaeCiBDn8Hi44v56sRX6I16NGjoVq0bw8OG4+NY8WbzKUYjVxcsIOnLGaAo2DdogP+ML7H2ls1TRcVl6ee3tgRruqO//vqLbt264efnh0ajYe3atbddM2fOHKpWrYqdnR3h4eHs2LGj5AsVxUOjAY9q0OxVeOl7ePcCvPwTPPo6uFcDY55pZ/Y/xsLsJjCjIax/B85sgrzs+91dlFFONk681egt1vVcR5eQLigo/HLuF7qt6cbMQzPJzMtUu8QSpdFq8Rw6lMD589C6uJB95AhRz/6HrAMH1C5NiFJP9aCTmZlJgwYNmDVr1h3Pr169mhEjRjB27FgOHTpEq1at6Ny5M9HR0SVcqSgR1namsTqdJsKbB2H4Qej0P9NsLZ0NpFyAfQtg5X/g86qwshfsW2ia6i7KHV8nX/7X6n982+VbGnk1IseQw4KjC+jyUxd+iPwBg9Fw/5uUI06tW1P1h++xDQ3FcOUKF/v15+riJZSThnkhikWp6rrSaDSsWbOGHj16mI81a9aMRo0aMXfuXPOxRx55hB49ejBx4kTzMUu7rnJzc8nNzTU/T0tLIzAwULquyoLcDNMO7Gf+MH2lxRY+X7nWjbE9Qc1BV3Fn7JRHiqLwZ/SffBHxBdHppn/oVK9UndGNR9PSv6XK1ZUsY1YW8f8dR9pvpq01nNo9id9nn6GTv8NEBVJmuq7uRa/XExERQYcOHQod79ChA7t3736ge06cOBFXV1fzV2BgYFGUKkqCrRPUegq6TYeRJ+C13dDuIwhqARodJJ2C3TNheTeYFAKr+8DBFZCeoHbloghoNBraBbdj7dNrGdNkDC42Lpy9dpahm4cy+I/BnLx6Uu0SS4zWwQG/KZPx+XAcGmtrMjb/SdSz/yH7xAm1SxOi1CnVLTpxcXH4+/uza9cuWrRoYb7us88+Y/ny5Zw+fRqAjh07cvDgQTIzM3F3d2fNmjU0adLkju8hLTrlVHaKad2eM3+Yxu9kXSl83reBqaUntBP4NQJtqc74wgKpuanMPzqfVadWkWfMA+Cpqk8xPGx4hVphOfvYcWJHjCAvNhaNjQ3eY8dSqddzFXZKvqg4yuSsq7sFnd27d9O8eXPzdRMmTGDFihWcOnXqod9TZl2VQ0YjxB+CyIIurriDhc87VoYaHaFmJwhpa2opEmVWbEYsMw/NNO+QbqW1onfN3gypPwQ3OzeVqysZhtRU4t57n4ytWwFw6d4N348+QuvgoHJlQhSfctF15enpiU6nIyGhcNdDYmIi3jKtUtyNVgv+4dD2fRiyFUafgR5zoXYPsHGGzCQ4/DWsfhkmVYUVz5gGNF+LUbty8QD8nfz5X6v/8V3X72ju25x8Yz5f//M1T/30FIuOLTLvp1We6VxdCZg9C6/Rb4NOR9ovv3Lh+efJPXdO7dKEUF2pbtEB02Dk8PBw5syZYz5Wu3Ztnn766UKDkf+t2bNnM3v2bAwGA5GRkdKiU1Hk6yF6N5zeCJEbTLO4buZd19S9FdrJFJaki6vM2R23my8ivuBUsqnF18vei2Fhw+herTtWWiuVqyt+Wfv3EzvqbfKTktA4OOA7fjyu3bqqXZYQRa7MdF1lZGRw9uxZAMLCwpg2bRpt27bF3d2doKAgVq9eTZ8+fZg3bx7NmzdnwYIFLFy4kBMnThAcHPzQ7y9dVxWYokDSaVPgifwdYvaCYrxx/noXV2hH0/R26eIqM4yKkfVR65l5cCZxmXEAVHOtxojwEbQJaFPux6/kX7lC7Oh3yNpj2j/M9dln8Bk7VrqyRLlSZoLOtm3baNu27W3H+/Xrx7JlywDTgoGTJk0iPj6eunXr8sUXX9C6desieX8JOsIs8yqc3QSnN5g2Is1Nu3FOZwNVWkHNzqbgUylIvTqFxfQGPatOrWLBsQWk5qYC0MirEaMaj6JB5QYqV1e8FIOBK7Nnc2XuPFAUbEJC8P9iGnY1a6pdmhBFoswEHbVJ0BF3dL8uLq86psHMoZ3BvxFodaqUKSyTpk9jybElfP3P1+QaTLMu2we3582wN6niWkXd4opZ5p69xI0ZQ35iIhobG7zeHYPbiy+W+1YtUf5J0LkPGaMjLKYocCXS1NITufH2Li4HT1MrT2gnqNZWNiEtxRIyE5h9eDa/nPsFo2JEp9HxTI1neLX+q3g7lt8JDvkpKcS//wEZ27YBBQsMfvopukqVVK1LiIchQcdC0qIj/rWsZNNaPZEbTDuw362Lq+ZT4OqvXp3irs6knOHLg1+y/dJ2AGx1trxQ6wVeqftKuZ2SrigKKStWkDh5CkpeHla+vvhPnoRD48ZqlybEA5GgYyEJOuKhXO/iivzd1OKTElX4vG9DU+Cp9ZRpRpd0F5QqEZcjmHFwBgcTTWstOVo70q9OP/rW7oujtaPK1RWP7BMniBv1NvqLF0GrxXPY63gOHYpGJ92vomyRoGMhCTqiyJi7uNbDqfVwaT9w0/9erkGmlp5aT0FwS9mLq5RQFIWdsTuZcWiGeUq6m60bg+oN4vlaz2Ors1W5wqJnyMjk8iefkPrzzwDYNw7H73+fYxMgLZCi7JCgcx8yRkcUu4xE05ieU+vh/FbIz7lxztbVtAFpraegejuwc1WvTgGYpqT/cfEPZh+azYW0CwB4O3gztMFQelTvUS7X4En95RcSPhqPMSsLraMjPuP+i0v37jJQWZQJEnQsJC06okTos0xh5/R600yum/fi0lpDlcdMXVw1O0Ml2WhWTfnGfH459wtzDs/hctZlAIJdghnWcBgdq3REqylfi0jqY2KIG/Mu2YcOAeDcqRO+H30oA5VFqSdBx0ISdESJMxrg0gE4/ZuptefqmcLnferfGNfjU1/G9agk15DLd6e/Y+HRhaTkpgBQ060mbzZ6k1b+rcpVq4eSn8/VRYtImjUb8vOx8vLCd+JnOLVsqXZpQtyVBB0LSdARqrtypqClZwNE76HQuB6XgJvG9TwGVjaqlVlRZeZlsuLkCpafWE5GXgYAYV5hvNHwDZr6NlW5uqKVfew4cWPGoI8yDap369MHr7dHobWzU7kyIW4nQcdCEnREqZJ5pWAG13rT6sx5WTfO2bqYxvPU6mJ6tK+kWpkV0bWcayw5voRvTn1jXnSwiU8TXm/wOo19ys8UbWN2NomTp5DyzTcA2FSvhv/kydg98ojKlQlRmAQdC0nQEaVWXjac327q4jq9ETITb5zTWplmbl0f1+P28Pu+CcskZiWy6Ngifoj8gTxjHgDNfJsxrOEwwrzCVK6u6GT89RdxY8diSLoC1tZ4vjYUz8GD0VjLbEFROkjQuQ+ZdSXKFKMRYiMKQs8GSDpV+Lx33RvjenwbyrieEpCQmcDCowv56exP5BvzAWjh14LXG75ebvbRyk9JIWHch6Rv2gSAbe1H8Js4UfbLEqWCBB0LSYuOKJOunjMFntPrIfrvwltSOPvdWJm5aiuwKn/rwJQmcRlxLDi6gJ/P/ky+Ygo8j/k/xrCGw6jrWVfl6h6eoiik/baey598giE1VVp3RKkhQcdCEnREmZeVXDCu5zc4uwXyMm+cs3GC6k9CzS6mdXsc3NWrs5y7lH6JBUcX8Mu5XzAoBgAeD3ic1xu+ziMeZX98S35SEvHjx5Ox+U8A7GrXxnfiZ9K6I1QjQcdCEnREuZKXA1F/3ZjFlZFw45xGB8EtbrT2uFdVr85yLDotmvlH57Pu/DqMBS1tTwQ+wesNX6eme9kOBYqikLbuNy5/+qm07gjVSdCxkAQdUW4ZjRB/yLRWz+n1kHiy8PnKj9wIPf7hoC1fC+Gp7ULqBeYfnc9v539DKVgyoG1gW16t/yp1POuoXN3DyU9KIv6j8WT8eVPrzmcTsKtVS+XKREUiQcdCEnREhZEcZdqS4vR6uLALCrpXAHD0gpqdTKEn5HGwtletzPLm/LXzzDsyj40XNpoDT0v/lrxa/9UyPUvL1LqzjoRPJ2BMTQWdDo9XBuA5bJisuyNKhASd+5BZV6JCy06BM5tNoefsZshNu3HOyh6qPWFq7QntBE6V1auzHIlKjWLRsUX8dv438xieJj5NeLX+qzT1aVpmV1rOS0zk8oTPSP/9dwCsg4Lw/ehDHFu0ULkyUd5J0LGQtOiICi9fDxd33RjXkxpz00kNBDa90cXlGSpT1x9STHoMS44vYe3ZteZp6Q0qN2BI/SFlemuJ9C1bSBj/MfmXTfuDufbogde7Y7Byc1O5MlFeSdCxkAQdIW6iKHD5uCnwnPoN4g8XPu9e7UboCWwGuvK3o3dJSchMYOnxpfx45kfzSsuPuD/Cq/VfpW1Q2zK5eaghI4OkL6abVlVWFHRubnh/8D4uXbuW2QAnSi8JOhaSoCPEPaTG3hjXE/UXGPQ3ztm7Q2hHU/Cp9gTYOqtXZxl2JfsKy08sZ/Xp1WTnZwNQvVJ1BtcbTIcqHbDSlr0wmXXoEAnjxpF75iwAji1b4vPRh9gEBqpcmShPJOhYSIKOEBbKTTftv3V6gyn8ZKfcOKezgaqtb2xJ4eKnXp1lVEpOCitOruDbU9+aNw8NcAqgX51+9KjeAzursjXAV9HrubpkCVfmzEXR69HY2OAxZAgegwbKYGVRJCToWEiCjhAPwJAPMXsLxvWsh+Tzhc/7NjRtPlqzs2l7Cum2sFiaPo1v/vmGlf+s5FruNQDc7dx5sdaL9K7VG1dbV3UL/Jdyo6JIGP8xWXv2AGAdGIj32A9wfvxxdQsTZZ4EHQtJ0BHiISkKXIm8MZg5Zh9w018rroE3xvUEtwQrG9VKLUuy8rJYe3YtX538itiMWADsrex5tsaz9KvTDx9HH5UrtJyiKKRv3Mjlif8jP9G0Oa3Tk0/i/f772AT4q1ydKKsk6FhIgo4QRSwjqWBczwZTV1fBuBMAbF2gejtTa0/1dmBfSbUyy4p8Yz6/X/idpceXcjrlNABWGiueCnmKAXUGUN2tusoVWs6QkcmVuXNIXv4V5OejsbXFc+iruA8ciNZGArD4dyTo3IesoyNECcjLhvPbC3Zd3wiZiTfOaa0KtqQoGNfjVkW1MssCRVHYFbeLpceXsi9hn/l4m4A2DKg7gEZejcrMzKbcs2dJ+PgTsvaZfg7r4CB8PvgAx9aty8zPINQnQcdC0qIjRAkxGiHuoKmL69R6SPqn8HmvOqbVmUM7FWxJoVOnzjLgWNIxlp5YyuaLm82rLdf3rE+f2n1oF9yuTMzUur4reuLnn5OflASA42OP4f3uGGxr1FC5OlEWSNCxkAQdIVSSfN7UynN6PVzcXXhLCgcPqN4eQjtAtSeli+suLqReYPnJ5fx89mfyjHkA+Dj68GKtF3k29FlcbEr/32mGjAyuzJ1LylcrUPLyQKfD7fleeA4fLosNinuSoGMhCTpClAJZyaatKCJ/h7ObICf1xrnru67X6GBq7fGsIbO4bnEl+wrfnf6O1adXk5yTDJgGLves3pOXH3mZQJfSv36NPjqaxMlTSN+0CQCtszOew17H/cUX0cj4HXEHEnQsJEFHiFLm+tT1M7+bgk/SqcLn3aqYAk9ox4JZXLaqlFka5RpyWX9+PV+d/Iqz10yL9WnQ8Hjg4/Sp3YfG3o1L/RiYzL37uPy//5H7j6lr0yY4GK93x+DUtm2pr12ULAk6FpKgI0Qpl3IBIv8wzeS6sKPw6sw2Tqbd1kM7mVp8nL3VqrJUURSFPfF7WHFyBTtid5iPP+L+CH1q96FjlY7Y6EpvK4liMJC6di2JX0zHcOUKAA6NG+M1+m3sGzZUtzhRakjQsZAEHSHKkNwMiNpuCj2Rf0BGQuHzfmE3Qo9vQ9CWvf2iitr51POsPLmSX879Qo4hBzAtQPhsjWfpVbNXqV6Px5CRydUFC0hevhwl17QfmHP7dlQeORLbkBCVqxNqk6BjIQk6QpRRRiMkHDV1b0VuNM3oupmTN9Robwo+IY9X+L24ruVc44czP/DtqW9JzDJN89dpdLQNbEvvWr1p6tO01HYN5SUkkDRrFqk/rTH9uWu1VHr2GTzfeANrb2nFq6gk6FhIgo4Q5UT6ZdNA5sjfTQsV6jNunNPZQFBz0yKFNdpD5VoVdkBzvjGfrTFbWXVqVaH1eEJcQ+hdqzfdQrrhZOOkYoV3l3v2LInTp5Ox+U8ANLa2uPftg8egQehcy9bWGOLhSdCxkAQdIcqhfD1c3AVn/jCt0JwSVfi8SwBUf9IUeqq2AbuK+f/+2ZSzrDq9il/P/UpWfhYADlYOdKvWjRdqvUC1StVUrvDOsg4eInHqVLIjIgDQurjgMaA/bn36oHMqnSFNFD0JOhaSoCNEOacocPWcafr62U1wYSfk59w4r7WCwEdvBJ8KuAlphj6DX879wqrTq4hKvREKm/g04T81/sOTwU9iqytds9sURSFj2zaSpn1B7pkzAOhcXXEfMAC3l19G5+SocoWiuEnQuQ/ZAkKICiovGy7sMoWes5vh6tnC5518TF1c1Z+Eam3BvuIsWqcoCnsT9rLq1Cq2xmzFqBgBcLV1pVtIN/4T+p9S18qjGAykbdjIldmz0UeZQpquUiXcX3kF95deROsogae8kqBjIWnREaKCS44qaO3ZDFF/QV7WjXMaLQQ0Ma3SXP3JCjWTKyEzgZ/O/MRPZ37ictZl8/EwrzCerfEsHap0wN7KXsUKC1MMBtLWr+fK7DnoL1wAQOfmhsfAV3B78UW0Dg7qFiiKnAQdC0nQEUKY5eVA9N83gs+tixU6VoZqT0BIW1Nrj3PpnZpdVAxGA7vidvFD5A/8dekvDAVbdThbO9MlpAv/Cf0PNd1rqlzlDUp+Pmm//UbSnDnkXYwGTIHHvW8f3F58UQYtlyMSdCwkQUcIcVfXouHsn6bQc35b4ZlcAF61b4Se4BZgU767SRKzEvn57M/8eOZHYjNizcfretSlR/UedKraCVfb0hEklPx8Un9dx5W5c8mLNgUerYMDlXr3xr1/P6y9vFSuUDwsCToWkqAjhLBIvh5i9pimrp/bCvFHgJv++tTZQGAzU+gJaQu+DcrtDuxGxcie+D38GPkjW2K2kG/MB8Baa03bwLY8Xf1pWvi1KBW7qCv5+aRt2MjVhQvJjYwEQGNtjWvPnngMfAWb4GCVKxQPSoKOhSToCCEeSOZV0yrN57fCuW2QGl34vL2baer69eDjVj4/UK9mX2Xd+XX8fO5nzqScMR/3sPOga0hXulfvTqhbqIoVmiiKQsb27VxdsJDsgwWLS2q1uHTqiMegQdjVrq1ugeJfk6BjIQk6QoiHpiiQfP5Ga8+FHZCbVvga95Ab43uqtgK70tHFU1QUReFU8il+OfcLv53/jZTcFPO5R9wfoXu17jwV8hTudu4qVmmSFRHB1QULydi+3XzMoUkT3Pv3w+nxx9HoymdLXHkjQcdCEnSEEEXOkA+xEQWtPVvh0n4oGMQLmGZz+TaEqq1NoSeoebka35NnzGPnpZ38fO5ntl/abu7astJY0dyvOZ2rduaJoCdwtFb3Z845fZqrCxeRtnEj5Bd0vwUF4f7yy7g+84ysxVPKSdCxkAQdIUSxy0kzLVR4PfhcPVP4vNYK/BubQk+VVhDYFKxLz9Tth5GSk8KGqA38cu4XTlw9YT5up7OjTWAbOlftTCv/Vqrupp6XkEDKym9I+e47jKmpAGidnKj07LO49XkZm4AA1WoTdydBx0ISdIQQJS411tS9FbXDtHbPreN7dLamsFOllSn8+DcGK/WCQFE5n3qeDVEb2BC1gYtpF83Hna2deTL4STpX7UxTn6aqDWI2ZmWR+ssvJC//yrz4IFotTm3a4PZCbxxbtpRurVJEgo6FJOgIIVSXcsEUei4UBJ/0+MLnrewhqJmpq6tKa/ALA536M5oelKIonEw+yYbzG9hwYYN5N3UAdzt3OlbpSPvg9jTyaoROhZlritFI5s6dJC//isxdu8zHrf39qfT881R69hmsPDxKvC5RmAQdC0nQEUKUKtf35rrwlyn0RO2ArCuFr7F2NLX4BLcwje8JaFxmu7qMipGDlw+yIWoDf1z8g2u518zn3O3ceSLoCdoFtaOpb1OstdYlXl/u+fNcW72aa2vWYkwrGGBubY1L+/a4vdAb+8aN0VSwvdFKCwk6FpKgI4Qo1RTFtEJzVEHwubATcq4VvkZrDf6NTKEnuIVpPR/7SmpU+1DyjHnsidvD7xd+Z2vMVtL0N2auOds40zawLe2C2tHCv0WJbzJqzMkhbcNGUlZ9S86Ro+bjNiEhVHqmJy7dumPtLYsQliQJOhaSoCOEKFOMRkg8adqq4uJu01dGwi0XaUy7sAcXBJ+gFuDsrUq5DyrPmMf+hP1svriZP6P/JDkn2XzOwcqB1gGteTL4SVr6tcTZxrlEa8s5eZKUVatJXbcOJatgbzStFsdWj1GpZ0+cnngCrU3ZH1NV2knQuQ/ZvVwIUS4oCqREwcW/Ibog+CSfv/069xBT4AlqBgFNwTO0zGxQajAaOJR4iM3Rm9l8cXOhTUatNFaE+4TTJqANjwc8TqBLYMnVlZFB+saNXPtpzY1FCAGtqyuuXbrg2rMndnXrSNdWMZGgYyFp0RFClDvpCTe1+PwNl49TaLsKMC1Y6N/Y1M0V2MT0vV3p/zvQqBg5fuU4m6M3sy1mG1GpUYXOh7iG0CbQFHoaVG5QYoOZ9RcucG3NWlJ//pn8hBstbDbVquHS5Slcn3oKmypVSqSWikKCjoUk6Aghyr3saxCz1xR+YvZD3EHIy7rlIg14PQIBTUwDnQOagmcNKOWtEdFp0WyL2cb2S9s5ePkg+Uq++Vwl20q08m9Fq4BWNPdtTiW7SsVej2IwkPn3HlLXrCF90yYUvd58zq5OHVy6dMGlcyesfX2LvZbyToKOhSToCCEqHEOeqZUnZj9c2gcx++Daxduvs3czBZ+ApqbBzn5h4KD+Fg53k6ZPY1fsLrbFbGNn7M5Cg5k1aKjjUYfmfs1p6d+S+pXrF/ssLkN6OumbNpO2fj2Zf/8NhhurY9s3Dsflqadw6dABK0/PYq2jvJKgYyEJOkIIAaRfNm1VcT34xB2C/Jzbr3OrWhB6GpkefRuUyu0r8o35HE48zPZL29kVt6vQhqMAjtaONPVpSku/lrTwa1HsY3vyr14l7fffSVu/nuwDETdOaDTYh4Xh3K4dzu3bYRNYcmOMyjoJOhaSoCOEEHeQr4fLxwpafQq6u+40yFmjhcq1TK09fmGm8ONdF6xKdvr3/SRmJfJ33N/sitvFnrg9hTYdBQh0DqSpT1Oa+jSliU8TKjtULrZa8uLjSduwkbT168k5frzQOdvQUHPosa1VSwYy34MEHQtJ0BFCCAtlp5haemIP3nhMj7v9Op0NeNcxBR+feuDTwDT+x8ah5Gu+A6Ni5J/kf9gdu5tdcbs4knik0NgegCouVWji04SmPk1p7NMYT/vi6V7Ki48n/c8tpG/eTNb+/YW6t6wDAnB6/HGcWrfCoWlTtHZ2xVJDWSVBx0ISdIQQ4iGkJxQEn4M3HrNTbr9OozVNafepBz71TY++DUrFmJ/MvEwOJBxgX8I+9ifs51TyKZRbZqmFuIbQxKcJTXyaEOYVhpdD0S8OmJ+SQsa27aRv3kzmzp0oubnmcxpbWxyaNcWpVWuc2rTGJiioyN+/rJGgYyEJOkIIUYQUxbR3V9xBiD8KCUdNj7duY3GdS0BB6CkIPz71wDVI1TV+UnNTOXj5IPsS9nHg8gFOJ5++Lfj4OfrR0KshDb0aEuYVRvVK1Yt0M1JjVhaZu3eT8dcOMv76q9CUdQCb4GAcW7fGsUVzHJo0QefkVGTvXVZI0LFQcQWdveevkmdQsLPWYmulu+3R1lqLrZVW+l+FEOWfophafhKOQcIR02P8UdNCh3di42Qa9+P1CHjVBu/apkfHyqpMd0/NTeXA5QPsT9hPxOUIIlMiMSrGQtc4WDlQr3I9wrzCaFi5IfUr1y+yFZsVRSH3zBky//qLjL92kHXwIOTf1NWm02Ffty4Ojz6K46PNsA8LqxDdXBJ0LFRcQefJqds4l5R53+tsrUyBx87aFH7srO79aHuH53cLU3cNWVZatFoJWEIIleWkmaa5xx+9EYIST4Ex787XO3iYAs/1AORVG7xqmRY/LEGZeZkcTTrK4aTDHE48zJGkI2Tm3f73fRWXKtTxrENdj7rU9axLTfea2Fs9/OarhowMMnfvJnPHTjL37iUvOrrQeY2NDfZhYabQEx6Ofb16aO3L5qav9yJBx0LFFXQGf3WAmOQscvIM5OYbCz0aS8Fv3EanvSUoFYStez3a6LCz0mFvo8POSmt6tL7xZW9tupf9zccKrrXSlY2l5oUQKjPkmWZ3JZ6ExH/g8gnTY/J5blvd+ToXf9P4H88ahR+dfUukBchgNHD22lmOJB3hUOIhDiUeIjYj9rbrdBod1SpVo45HHep61qWORx1C3UKx1j3cej55sbFk7t1H1t49ZP69h/zExMIXWFlhV7s2DmFh2DdqhEOjMKwqF9+sspIiQcdCJT1GR1EU8o3KHQPQzY+5dzqeZyQn/9ZH07W3Pt7pHvkqJixrnQY7K50pLN0Shkwh6U7HCq4tCFh2NwWswtcWfq1OWquEKH/0WXAl0hR6EgvCT+I/kHZ7oDCzcQKP6gXhJxQ8C753rwbWxdu1czX7KievnuT41eOcvGJ6vJJ9+zglK60VIa4h1HSrSahbKKHuodR0q4mHvccDva+iKOgvXCBr714y9+wl++DB24MPYB0YiEOjMOzDwrCrUxfbmqFlbiNSCToWqkiDkfMNxnuGq3uFrZy8gsd8A9l6U9DK0V9/ftP5PAPZBddn5xnuX1QxsNFpsbPW3tSiZApJ9teP3SUk2Vtfv+7G8cLHdDcd02KjkzFWQqgu+xoknYarZ0xB6ErBY3IUKHf7O0gDlYJMG526VzU9ulU1fe9WpVgWQFQUhcSsRI5fPc6JKyc4cfUEx68cL7R688087T0JdTOFnlD3UELdQqniUgUb3b8LI4qikBcbR/ahg2QdPEj2wUPkRkaaxk3dRGNtjW3NmtjVrYN93brY1a2LbbVqaKyLd/XohyFBx0IVKeiUNEVRzEHJHH4KwtGNkHTzeYM5VGXfFJpyC55n3xSscvONtz0vaVoNhYKT/U0hyRyKbml9Mh0zhSjbm4LTjW5A7W2vk0HrQjyAfL1p9teVyBsB6OoZSIqE3NR7v9bJpyD0VL0Rhq4HIXu3IusOUxSF+Mx4TiefJjIlktMppsfotOjbZnmBqesrwDmAqq5VCXENufFVKQRHa8vDmSE9nezDR8g+dJDso8fIOXYMQ+rtvxONrS12tWphW6sWtjVDsQsNxTY0FF0p+ayUoGMhCTrlg9F4a6i6Ea7u1NKUWxCcsm8JVoVfbySn4Jqbz+cZSvZ/GY0G89ioOwWp28ZH2dzU8nSXliq7W8KUvbUMUhcVhKJAZpIp+KREmcb+JEfd+D7nPiHIxhkqBYJr4O2ProHg5P3QU+Oz8rI4e+2sKfgkRxKZEsmZlDOk56Xf9TVeDl7m4FPFtQqBzoEEOQfh6+R73z29TK0+seQcP07O8eNkHz9BzvHjGDMy7ni9lZ8vdjVCsa1ZE9vQUOxqhmITHIymhLu+JOhYSIKO+LfyDMY7tjZlm48VfK+/JUDdFpqMN4Wtmx4LugL1hpJvpbqtK+8+LVU3WqUKD06/vTXrRkuVnZVOApUovbKSC0JP1E0BqCAEZSTc//U6G9Pg6EqBpvWAKgWanrv4mgZHO/s+UKuQoihcyb7C+dTznE89z7lr54hKjeJ86vk7jv0xl6PR4evoS5BLEIHOgeavIOcgApwDsLO681glxWgkLzqa7OMnyI2MJPf0aXIiI8mPj7/LG+mwCQjAJiQEm5Cq2Fatavq+alWs3Nz+1c9qKQk6FpKgI0qrfINpsPmN8GMoFKqut1bdfMwcsvJudAvmFDpWuHswO8+AXoVuv+uz+Qq3Smlva4G6V0vVzSGsUBC7KWDJwHRRpPRZkHoJUqPhWgykxhR+TI8DxYL/n6zswNkHnP0KB6Cbv3f2tXjAdJo+jfPXzpuDT3RaNNHp0VxKv0SO4Q4bs97Ew84DX0dffJ188XX0xc/JDx9HH9P3jn642roW6jo3pKWRGxlJTmQkuacjTSEoMhJj5t2XU9G5uRG4aCH2depY9PNYSoKOhSToiIrOUDALsHCrkvGOLU23dvXd3CJVOHQZbwld6oyjuj4w/c5jpe7S4lSoNeteLVyyfIK4hSHfFHYKhaBoSIszLZiYFgfZyZbfz9YVnCqbFkp0rAxOXje+v/W5rfNtrUSKopCUnUR0WjQx6THmr+j0aGLSYu7ZFXadvZW9KQg5+uLl4IWnvSeVHSrjZe+Fp4Mnle0r42HngfZqKvqo8+SeP48+6gL68+fJjTpPfpypBajGjr+KfEp7hQo669at4+2338ZoNPLuu+8yaNAgi18rQUeIkmE0KqaB6DcPLr9jkLo+8Nx4W0vWnY8ZbhlLVfKBylqnKdxCddNMv9uP3bjO9qblEq63Wt08Huv6DL/r97aWQFX25eVAerwp+KTHQVp8wfP4wt/n37sl5jZWdjdCj4M72LubusgKfe9merR3R7F3IxWF+KwE4jLjSMhMIC4jjvjMePP3V3OuWvz2lWwrUdmhMpXtK5vCkH1lPOw98MQJjyt66jzaFccins1WYYJOfn4+tWvXZuvWrbi4uNCoUSP27t2Lu7tlG8VJ0BGifLk+2+/mMVGmFqUbLVXZeYWXRyh07KZuvdtbrQqPySppVlqNeSaerZUWG6sbq6VfXwTURmc6ZnO/a6x12BZ6fufXFX4uyyqUCEUxbYyaeQUyE02DpzOSTI+ZiabjGYk3vtffedDwfWl0N4WhghBk6wy2LmDnQq61A5ettMRhIF7Rk2TMJcmQTVJeOkn6NJJykknKTiLfmH/ft/qx+4+EuoU+WJ13Yennd9HtQKaSffv2UadOHfz9/QF46qmn+P3333nhhRdUrkwIoQaNRmPuoiqeIZAmty6fcNvYKUsGqN8jSN08tur6P0fzjQoZuflk5N67tuJ2PfTY3iEM2ei0WOu0WOk05u+trbRY3/xcp8Xa6pbnOg02Vrc8v8frbaw0N11b8L4Fx6y0mrIdxjQaU/hwcIfKFoQDfVZBCCr4yko2BaXs5Fu+T7nxfV6WaZ2hrCt33XDVFggq+LobxcaZVHsXEu2cuGJjS5KVNUk6HUlaSNYoXMVAspKHRwnPVr2Z6kHnr7/+YvLkyURERBAfH8+aNWvo0aNHoWvmzJnD5MmTiY+Pp06dOkyfPp1WrVoBEBcXZw45AAEBAcTG3mOlTCGEKAI3B6pKxfg+iqKgNxjJ0RceQJ6bf/3x1u9NX7dec/15bsGMPvPjbdeYxlddvybXYLxtwLq+4Nr7j/BQj7XuRuix1mnRaTVYaTVYFRyz0mnQaW98b6XVYKXVFhwv+P6mczqtKWzpbr7fzee0GnQ6Ddbam8/d/F6m5zqtpuDL9N+QTmN6rtXcOK695Zjp8fbjN763Qmfrh9beD23lW1/LnUNfXs4dwlAK5KZDbpppH7LcNNN0+9w003HzsTQwmNK2Rp9OJX06lVLhnpGsg3rdrqoHnczMTBo0aMCAAQN49tlnbzu/evVqRowYwZw5c2jZsiXz58+nc+fOnDx5kqCgIO7U81amk7wQQtxEo9EUbMarwxV1Vqm9HrbuFoZuPBrQ5yvkGYzmL71BIS//lucGo/mY+fn18/d5fZ7BVMuNeyh3XIohz6CQZ1BndfbSRquhcEDSaNAUHLtx3BGtxgmNxhSotAWPmoKgZH5uo0FrCzbk40wmDkoWjmThRBYOSjb25GCvZOOgZGOnmL63I4faBkd8VPr5VQ86nTt3pnPnznc9P23aNAYOHGgeYDx9+nR+//135s6dy8SJE/H39y/UgnPp0iWaNWt21/vl5uaSm3uj3Tct7c7LbwshhDC5OWyVRtf3EDSFn5uCUEEwMhScMxhN1+UXfJ9nVDAYjeQbCo4XnMs3ml5z/fvr5w3Gm+5nNGIwv67gfnd5rxv3MB03KKaaDQXvY1SuP2I+pigKBkXBYOTGeeP1YwqKgvn7+zEqYDQo3HVT1AemARwLvu5tq65kd5i/mepB5170ej0RERG89957hY536NCB3bt3A9C0aVOOHz9ObGwsLi4urF+/nnHjxt31nhMnTmT8+PHFWrcQQoiSo9FozF1VlK19KYvEzQHoRigqCEhK4YBkNHJTWCp8XMEUtoyK6ZxRMd3bWBDMFEznCl1T8D4K3HiNcuM1puvA00m9P5hSHXSuXLmCwWDA29u70HFvb28SEkwrVFpZWTF16lTatm2L0WhkzJgxeHjcfdfX999/n1GjRpmfp6WlERgYWDw/gBBCCFHMtFoNWjRYl84GN9WV6qBz3a1jbhRFKXSse/fudO/e3aJ72draYmtrW6T1CSGEEKJ0KtWrT3l6eqLT6cytN9clJibe1srzb82ePZvatWvTpEmTh7qPEEIIIUqvUh10bGxsCA8PZ9OmTYWOb9q0iRYtWjzUvYcNG8bJkyfZv3//Q91HCCGEEKWX6l1XGRkZnD171vw8KiqKw4cP4+7uTlBQEKNGjaJPnz40btyY5s2bs2DBAqKjoxk6dKiKVQshhBCiLFA96Bw4cIC2bduan18fKNyvXz+WLVvG888/z9WrV/n444+Jj4+nbt26rF+/nuDgYLVKFkIIIUQZUeb3unpYsteVEEIIUfZY+vldqsfoFCcZjCyEEEKUf9KiIy06QgghRJkjLTpCCCGEqPAk6AghhBCi3KqwQUfG6AghhBDln4zRkTE6QgghRJkjY3SEEEIIUeGpvmCg2q43aKWlpalciRBCCCEsdf1z+34dUxU+6KSnpwMQGBiociVCCCGE+LfS09NxdXW96/kKP0bHaDQSFxeHs7MzTZs2LbJNPtPS0ggMDCQmJkbG/og7atKkiWwq+4Aqwu+urP2MpaletWopyfctzvcqynsX52ehoiikp6fj5+eHVnv3kTgVvkVHq9USEBAAgE6nK/I/CBcXFwk64o6K47+3iqIi/O7K2s9YmupVq5aSfN/ifK+y9Fl4r5ac62Qw8k2GDRumdgmiApH/3h5cRfjdlbWfsTTVq1YtJfm+xflepenPsihU+K6r4iLT1oUQQlR0peGzUFp0iomtrS0ffvghtra2apcihBBCqKI0fBZKi44QQgghyi1p0RFCCCFEuSVBRwghhBDllgQdIYQQQpRbEnSEEEIIUW5J0BFCCCFEuSVBRwUxMTE8/vjj1K5dm/r16/P999+rXZIQQghRotLT02nSpAkNGzakXr16LFy4sFjeR6aXqyA+Pp7Lly/TsGFDEhMTadSoEadPn8bR0VHt0oQQQogSYTAYyM3NxcHBgaysLOrWrcv+/fvx8PAo0vep8HtdqcHX1xdfX18AvLy8cHd3Jzk5WYKOEEKICkOn0+Hg4ABATk4OBoOB4mh7ka6rB/DXX3/RrVs3/Pz80Gg0rF279rZr5syZQ9WqVbGzsyM8PJwdO3bc8V4HDhzAaDQSGBhYzFULIYQQRacoPguvXbtGgwYNCAgIYMyYMXh6ehZ5nRJ0HkBmZiYNGjRg1qxZdzy/evVqRowYwdixYzl06BCtWrWic+fOREdHF7ru6tWr9O3blwULFpRE2UIIIUSRKYrPwkqVKnHkyBGioqL45ptvuHz5cpHXKWN0HpJGo2HNmjX06NHDfKxZs2Y0atSIuXPnmo898sgj9OjRg4kTJwKQm5tL+/btGTx4MH369CnpsoUQQogi86CfhTd77bXXeOKJJ3juueeKtDZp0Slier2eiIgIOnToUOh4hw4d2L17NwCKotC/f3+eeOL/27u/kKb6OI7jn7Ha3Kz1z7YLw6EQtWKzuShMoz+W4aUQwqjwwgwvImpE0R8sKqiMINIK6qKLIAikriprVrZoMIncVVdpw4JKg2CpVKR7LsLxSNHzFNOtw/sFg53v2c6+59z8Puz32856Qg4AwHD+z1j4/v17JZNJSd/vch6JRLRo0aKM98Ji5Az78OGDRkdH5XK5JtRdLpfevXsnSXr69Klu3Lghn8+XntO8du2avF7vVLcLAEDG/Z+x8M2bN2poaFAqlVIqldLOnTvl8/ky3gtBZ5KYTKYJ26lUKl2rrKzU2NhYNtoCAGDK/GosDAQCisfjk94DU1cZVlBQILPZnE6s4wYGBn5ItgAAGFEujYUEnQyzWCwKBAIKh8MT6uFwWKtWrcpSVwAATJ1cGguZuvoDQ0NDevnyZXr71atXisfjmjt3roqKihQKhbRt2zYtX75c5eXlunz5svr7+9XU1JTFrgEAyJy/ZixM4bc9evQoJemHR319ffo1Fy5cSLnd7pTFYkmVlZWlHj9+nL2GAQDIsL9lLOR/dAAAgGGxRgcAABgWQQcAABgWQQcAABgWQQcAABgWQQcAABgWQQcAABgWQQcAABgWQQcAABgWQQcAABgWQQcAfiGRSMhkMikej2e7FQB/gKADAAAMi6ADIKekUim1tLSopKRENptNpaWlam9vlyR1dXXJZDLp3r178vv9stlsWr9+vQYGBnT37l15PB45HA4Fg0GNjIykj9ne3i6v1yubzaZ58+Zpw4YNGh4eTu+/evWqPB6P8vLytHjxYl28eDG9r7i4WJLk9/tlMpm0du3aqbkQADJiWrYbAIB/O3z4sG7evKlLly5p4cKFikQi2rp1q+bPn59+zdGjR9XW1ia73a66ujrV1dXJarXq+vXrGhoaUm1trVpbW7V//369fftWwWBQLS0tqq2t1adPn/TkyRON38/4ypUrOnLkiNra2uT3+9XT06PGxkbl5+ervr5e3d3dWrFihTo7O7V06VJZLJZsXRoAf4C7lwPIGcPDwyooKNDDhw9VXl6erm/fvl0jIyPasWOH1q1bp87OTlVVVUmSTp06pQMHDqi3t1clJSWSpKamJiUSCXV0dOj58+cKBAJKJBJyu90/fGZRUZFOnz6tYDCYrp04cUJ37txRNBpVIpFQcXGxenp6tGzZssm9AAAyjm90AOSMFy9e6PPnz9q4ceOE+tevX+X3+9PbPp8v/dzlcslut6dDznitu7tbklRaWqqqqip5vV5t2rRJ1dXV2rx5s+bMmaPBwUG9fv1aDQ0NamxsTL//27dvmjVr1mSdJoApRNABkDPGxsYkSbdv31ZhYeGEfVarVb29vZKk6dOnp+smk2nC9nht/Fhms1nhcFjRaFT3799Xa2urDh06pFgsJrvdLun79NXKlSsnHMNsNmf25ABkBUEHQM5YsmSJrFar+vv7tWbNmh/2jwed32UymVRRUaGKigo1NzfL7Xbr1q1bCoVCKiwsVF9fn7Zs2fLT946vyRkdHf2jzwaQXQQdADlj5syZ2rt3r/bs2aOxsTFVVlYqmUwqGo1qxowZP11j819isZgePHig6upqOZ1OxWIxDQ4OyuPxSPq+sHnXrl1yOByqqanRly9f9OzZM338+FGhUEhOp1M2m00dHR1asGCB8vLymNYC/iIEHQA55fjx43I6nTp58qT6+vo0e/ZslZWV6eDBg+npqN/hcDgUiUR07tw5JZNJud1unT17VjU1NZK+L3S22+06c+aM9u3bp/z8fHm9Xu3evVuSNG3aNJ0/f17Hjh1Tc3OzVq9era6urgyeMYDJxK+uAACAYfGHgQAAwLAIOgAAwLAIOgAAwLAIOgAAwLAIOgAAwLAIOgAAwLAIOgAAwLAIOgAAwLAIOgAAwLAIOgAAwLAIOgAAwLAIOgAAwLD+AS/Obnb6Cr/KAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "emset = np.arange(100, 1000)\n", "for temp in [-10, -30, -50, -80]:\n", " emgain = emccd.emgain_set(emset, ccd_temp=temp, self_update=False)\n", " plt.loglog(emset, emgain, label=f'{temp} degree')\n", "\n", "plt.xlabel('emset')\n", "plt.ylabel('emgain')\n", "\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "当存在EM倍增时,本底图像回具有不同的分布特征。利用该特征,可以进行EM增益和转换增益的标定。" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "201.2087824609938\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "emccd.switch['bias_vp'] = False\n", "emccd.switch['bias_hp'] = False\n", "emccd.switch['bias_ci'] = False\n", "emccd.switch['bias_shift'] = False\n", "\n", "blank = np.zeros(emccd.flat_shape)\n", "\n", "emset = 170\n", "img = emccd.readout(blank, emset, 0)\n", "out = plt.hist(img.flatten(), \n", " bins = np.arange(200, 350),\n", " log=True,\n", " histtype='step',\n", " density=True,\n", " label=f'emgain={emccd.emgain:.0f},emset={emset}')\n", "\n", "emset = 200\n", "img = emccd.readout(blank, emset, 0)\n", "out = plt.hist(img.flatten(), \n", " bins = np.arange(200, 350),\n", " log=True,\n", " histtype='step',\n", " density=True,\n", " label=f'emgain={emccd.emgain:.0f},emset={emset}')\n", "\n", "emset = 230\n", "img = emccd.readout(blank, emset, 0)\n", "out = plt.hist(img.flatten(), \n", " bins = np.arange(200, 350),\n", " log=True,\n", " histtype='step',\n", " density=True,\n", " label=f'emgain={emccd.emgain:.0f},emset={emset}')\n", "print(emccd.emgain)\n", "\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "EM放大时,存在噪声系数这一概念。和传统ccd相比,EMCCD的具有更大散粒噪声。" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'noise [e-]')" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "emccd = CpicVisEmccd()\n", "emccd.time_syn(0, initial=True)\n", "emccd.switch['bias_vp'] = False\n", "emccd.switch['bias_hp'] = False\n", "emccd.switch['bias_ci'] = False\n", "emccd.switch['bias_shift'] = False \n", "emccd.switch['badcolumn'] = False\n", "emccd.switch['nonlinear'] = False\n", "emccd.switch['flat'] = False\n", "emccd.bias_level_std = 0\n", "emccd.cic = 0.0\n", "emccd.em_cte = 1\n", "emccd.readout_noise = 0\n", "emccd.max_adu = 1e100\n", "emccd.em_fullwell = 1e100\n", "emccd.emreg_cal_num = 100\n", "\n", "flat_photon = 10000\n", "flat = np.zeros(emccd.flat_shape) + flat_photon\n", "emgains = []\n", "all_img = []\n", "\n", "for emgain in range(1, 20, 1):\n", " # print(emset)\n", " img = emccd.readout(flat, emgain, 1, emgain=emgain)\n", " emgains.append(emgain)\n", " all_img.append(img)\n", "\n", "all_img_ph = (all_img[:, 100:-100, 100:-100].astype(float) - emccd.bias_level) * emccd.ph_per_adu * 1.0\n", "for i, em in enumerate(emgains):\n", " all_img_ph[i, :, :] = all_img_ph[i, :, :] / em\n", "noise = all_img_ph.std(axis=(1, 2))\n", "mean = all_img_ph.mean(axis=(1, 2))\n", "\n", "plt.plot(emgains, noise, label='measure')\n", "N_REG = 604\n", "F2 = 1 / emgains + 2 * (emgains - 1) * emgains ** (-(N_REG + 1) / N_REG)\n", "plt.plot(emgains, np.sqrt(flat_photon * F2), label='theoretical')\n", "plt.legend()\n", "plt.xlabel('emgain')\n", "plt.ylabel('noise [e-]')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "EM增益和电压的关系收到温度的影响,在连续曝光时可能存在温度值的变化,从而导致EM倍增的变化。" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "blank = np.zeros(emccd.flat_shape) + 100\n", "emccd.time_syn(0, initial=True)\n", "times = []\n", "temps = []\n", "imgs = []\n", "emgains = []\n", "for i in range(100):\n", " img = emccd.readout(blank, 250, 0)\n", " emgains.append(emccd.emgain)\n", " imgs.append(img)\n", " times.append(emccd.system_time)\n", " temps.append(emccd.ccd_temp)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0.0, 35.0)" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "imgs = np.array(imgs)\n", "stds = imgs[:, 100::-100, 100:-100].std(axis=(1, 2))\n", "\n", "f, ax = plt.subplots(3, 1, sharex=True)\n", "\n", "ax[0].plot(times, temps)\n", "ax[0].set_ylabel(r'$T_{ccd}$ (℃)')\n", "ax[1].plot(times, emgains)\n", "ax[1].set_ylabel('emgain')\n", "ax[2].plot(times, stds)\n", "\n", "ax[2].set_xlabel('Time (s)')\n", "ax[2].set_ylabel('bias std (DN)')\n", "ax[2].set_xlim([0, 35])" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for emset in [400, 200]:\n", "\n", " emccd.time_syn(0, initial=True)\n", " emccd.emgain_set(emset)\n", "\n", " times = []\n", " temps = []\n", " imgs = []\n", " emgains = []\n", " def capture_n_frame(n, expt, reading=True):\n", " for _ in range(n):\n", " emccd.time_syn(expt + emccd.readout_time, readout=reading)\n", " temps.append(emccd.ccd_temp)\n", " times.append(emccd.system_time)\n", " emgains.append(emccd.emgain)\n", " return times[-1]\n", "\n", " \n", " t1 = capture_n_frame(100, 0.001, reading=True)\n", " t2 = capture_n_frame(10, 3, reading=False)\n", " t3 = capture_n_frame(100, 1, reading=True)\n", " t4 = capture_n_frame(10, 3, reading=False)\n", "\n", " plt.plot(times, temps, label=f'emset={emccd.emset}, emgain={np.mean(emgains):.0f}')\n", "\n", "plt.xlabel('Time (s)')\n", "plt.ylabel('Temperature (℃)')\n", "\n", "t0 = 0\n", "#画四块背景区域,用红蓝背景颜色,区分4个范围,四个区域的分割点分别是t0 - t4\n", "plt.axvspan(t0, t1, color='r', edgecolor=None, alpha=0.2, linewidth=0)\n", "plt.axvspan(t1, t2, color='b', edgecolor=None, alpha=0.2, linewidth=0)\n", "plt.axvspan(t2, t3, color='r', edgecolor=None, alpha=0.2, linewidth=0)\n", "plt.axvspan(t3, t4, color='b', edgecolor=None, alpha=0.2, linewidth=0)\n", "plt.xlim([0, t4])\n", "\n", "#两个红色的区域标上曝光时间1ms和曝光时间1s,text的位置使用相对图片的定位方式\n", "plt.text((t0 + t1)/2, -78, 'exposure time\\n1ms', fontsize=12, color='r', ha='center')\n", "plt.text((t2 + t3)/2, -78, 'exposure time\\n1s', fontsize=12, color='r', ha='center')\n", "plt.legend()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "在EM倍增过程中,回产生由于转移不充分导致的拖尾现象。" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "emccd = CpicVisEmccd()\n", "emccd.switch['bias_vp'] = False\n", "emccd.switch['bias_hp'] = False\n", "emccd.switch['bias_ci'] = False\n", "emccd.switch['bias_shift'] = False\n", "emccd.bias_level_std = 0\n", "emccd.readout_noise = 0\n", "emccd.em_cte = 0.9996\n", "emccd.emreg_cal_num = 10\n", "emccd.cic = 0\n", "\n", "pinhole = np.zeros(emccd.flat_shape)\n", "pinhole[512, 512] = 10000\n", "cici = emccd.readout(pinhole, 1024, 1)\n", "fits.writeto('_cic.fits', cici, overwrite=True)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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bzMxMNm3aRJ8+fSgrK2PUqFF8+OGH5OTkcMEFF3DxxRfX6Ynl9TFr1izS09PJycnhpptu4n/+53/YvHlzvY4xe/ZsBg8eTE5ODhdddBHjxo1j/Pjx/OlPf+Kbb76hc+fOjB8/nqrnaR87doy0tDTeffddvv/+e2644QbGjRvHmjVrPMecMmUKn3/+OW+//TZZWVmsWrWKb76p3mv65z//mc8//5x//OMffPvtt/zxj3/kwgsvZOvWrQ3/izkJXZZqJL3a2VnnTCbeeoDy/G8ITDzb7EgiIrU7fgQebXd6+658wr2c7PWp/GU32OrWi1JaWsrcuXN5+umnufrqqwHo1KkT55xzDvDfSz+RkZHExcV59vvrX//KrFmzuOyyywD3CM/GjRtZsGCB5zg/Z7fbsdlshISEVDtOlenTp3P++ed7XkdGRnLGGWd4Xj/yyCO8+eabvP3220yaNKlO51YXo0aN4qabbgLgnnvuYfbs2Xz66ad07969Xse48cYbAXjggQeYP38+Z555Jn/84x89xx04cCB79+4lLi6O9u3bc+edd3r2v+WWW3j//ff55z//yYABAygtLeXFF1/k1Vdf5bzzzgPco2Tt2v3339K2bdt47bXX2Llzp2f9nXfeyfvvv8/ixYt59NFHG/YXcxIqbhpJdHggP7XqDM5vKNn+NdGDzU4kItJ8bdq0ifLycs+XaF3s27eP/Px8rr32Wq6//nrP+srKSux2+2nlSE9Pr/b68OHDPPzww7z77rvs3r2byspKjh496vWRmz59+nj+bBgGcXFxFBYWnvYxqka8evfuXWNdYWEhcXFxOBwOHnvsMZYuXcquXbsoLy+nvLzc0xy9fft2jh8/zllnneU5ht1up1u3bp7X33zzDS6Xi65du1bLUl5eTmRkZL3y14eKm0Z0NKo3FL6Oda9mKhYRH9YqxD2KUl+fzXaP0lht4KhwX5I65/b6fW4dBQcH1zue0+kE3JemBgwYUO09q/X0+oJ+edfTXXfdxQcffMCTTz5J586dCQ4O5g9/+AMVFRWndfyT+eWdT4ZheM7vdI5hGMZJ11Udd9asWcyePZs5c+bQu3dvQkNDmTx5sufcqi5fVe1XxfWzy41OpxOr1Up2dnaNv/OwsLB65a8PFTeNKDgpDQrBXrYdjh+FVvX/H6eISKMzjDpfHvJYMdNd2Ayf5r5rqqqZ2Gqr/S6qBurSpQvBwcF89NFHXHfddTXet9lsADgcDs+62NhY2rdvz/bt27nqqqvq/Fk2m63acU5l1apVTJgwgUsvvRSAsrIycnNz6/xZvmzVqlVccskl/OlPfwLchcrWrVtJTU0F3JcFW7Vqxdq1az19SSUlJWzdupWhQ91zoPTr1w+Hw0FhYSFDhgxpsuwqbhpRSkon9q2NINoogb0boUOa2ZFERBquqpCpKmzgv//9ZEb1114SFBTEPffcw913343NZmPw4MHs27ePDRs2cO211xITE0NwcDDvv/8+HTp0ICgoCLvdzkMPPcStt95KREQEI0eOpLy8nK+//pqDBw8yZcqUWj8rOTmZNWvWkJubS1hY2Clvq+7cuTNvvPEGF198MYZhcP/999d7RMVXde7cmWXLlrF69WratGnDU089xZ49ezzFTXh4OFdffTV33XUXbdu2JSYmhgcffBCLxeIZzenatStXXXUV48ePZ9asWfTr14+ioiI+/vhjevfuzahRoxolu+6WakS9O7Rmg9N9e2LFTs1ULCJ+wumoXthUGXq3e72zbqMe9XX//fdzxx138MADD5CamsrYsWM9fScBAQH87W9/Y8GCBbRr145LLrkEgOuuu45Fixbxwgsv0Lt3b4YOHcoLL7zguXW8NnfeeSdWq5UePXoQHR19yv6Z2bNn06ZNGwYNGsTFF1/MBRdcQP/+/b174ia5//776d+/PxdccAHDhg0jLi6O0aNHV9vmqaeeYuDAgfz2t79lxIgRDB482HPbfZXFixczfvx47rjjDrp168bvfvc71qxZU+0uNG8zXK563ovXzJWUlGC32ykuLiYiIqLRP2/x9D/zZ+cb7Ot6OdFXLmj0zxMROZVjx46xY8cOUlJSqn0BiXjD4cOHad++PbNmzeLaa6+t9/6n+vdZn+9vjdw0siORvQAwCtRULCIi/iUnJ4fXXnuNbdu28c0333h6m6pGzsyinptGFpjYH/ZB67KtUFkBATazI4mIiHjNk08+yZYtW7DZbKSlpbFq1SqioqJMzaTippEldUyl+OsQ7ByBfZsg/oxf30lERKQZ6NevH9nZ2WbHqEGXpRpZrw52vq9qKs7PMTmNiIiI/1Nx08jiIoLYFtAZgOLtX//K1iIiTaOF3UsizYS3/l2quGlkhmFwOLKn+0XBenPDiEiLVzUj7ZEjR0xOIlJT1ezHpzuDdBXTe27mzZvHE088QUFBAT179mTOnDknncVwwoQJtT7JtUePHmzYsKGxo542W4d+UAT2ki3gqASr6X/tItJCWa1WWrdu7ZkfJiQkpMb0+SJmcDqd7Nu3j5CQEAICGvY9aeq37NKlS5k8eTLz5s1j8ODBLFiwgJEjR7Jx40YSExNrbD937lwee+wxz+vKykrOOOMMzxNNfVX7Tr0oywkijGOwfyvEpJodSURasKqnXdf3wYsijc1isZCYmNjggtvUSfwGDBhA//79mT9/vmddamoqo0ePJjMz81f3f+utt7jsssvYsWMHSUlJtW5T9RTTKiUlJSQkJDTZJH4Auw4dZedTwxhg2UzF7+Zj639lk3yuiMipOBwOjh8/bnYMEQ+bzYbFUnvHTH0m8TNt5KaiooLs7GzuvffeauszMjJYvXp1nY7x3HPPMWLEiJMWNgCZmZk8/PDDDcraUO3sQXxq6cgANlO87WuiVdyIiA+wWq0N7m0Q8UWmNRQXFRXhcDiIjY2ttj42NpY9e/b86v4FBQW89957tT4d9uemTp1KcXGxZ8nPz29Q7tNhGAalbd1Nxc7duh1cRESkMZne2frL62oul6tO19peeOEFWrduXeMhXr8UGBhIYGBgQyJ6ha1DPzgArYs3gdMJJxl2ExERkYYx7Rs2KioKq9VaY5SmsLCwxmjOL7lcLp5//nnGjRuHzdY8HmcQ36kPR102Ap1H4cB2s+OIiIj4LdOKm6pnUGRlZVVbn5WVxaBBg06574oVK/jxxx9P64mjZumVEMkml/sOsOO7vjE5jYiIiP8y9drIlClTWLRoEc8//zybNm3i9ttvJy8vj4kTJwLufpnx48fX2O+5555jwIAB9OrVq6kjn7YObYL5wdIJgEM/aqZiERGRxmJqz83YsWPZv38/06dPp6CggF69erF8+XLP3U8FBQXk5eVV26e4uJhly5Yxd+5cMyKfNsMwKGnTAw5+gGP3OrPjiIiI+C1T57kxQ33uk/e25//1Ftd8fzVHrOGE3JcPmhVURESkTurz/a1bdppQbOe+VLishDhK4VDer+8gIiIi9abipgn17BDNFlcCAJW7NN+NiIhIY1Bx04SSIkPYYukIwMEfvzI5jYiIiH9ScdOEDMOg2O6eqVgjNyIiIo1DxU0Ts7Q7A4DwgxugZfVyi4iINAkVN00sqnN/Kl0WwioPQWmB2XFERET8joqbJtYzMZatrvYAOHRpSkRExOtU3DSx5MhQthjupuID2zRTsYiIiLepuGliFovBQXsqABX5GrkRERHxNhU3JjDi+wIQdmCDuUFERET8kIobE0R26o/TZWA/Xghl+8yOIyIi4ldU3JggNbkdO1xxAHqIpoiIiJepuDFBSlQYmwzNVCwiItIYVNyYwGox2B/ubiouz//G5DQiIiL+RcWNSVzx7pmKQ/arqVhERMSbVNyYpG2ndADaVOyGowdNTiMiIuI/VNyYpFtyAj85YwBw7l5vchoRERH/oeLGJJ2iQ9lkpABw4EfNVCwiIuItKm5MEmC1UBTWHYBjedkmpxEREfEfKm5M5IxzNxUHF31vchIRERH/oeLGRPaO7qbiyPI8OFZichoRERH/oOLGRF07prDLFQmAs+A7k9OIiIj4BxU3JuocE8Yml7up+OB2NRWLiIh4g4obE7WyWig80VR8JFdNxSIiIt6g4sZkjtjeAASqqVhERMQrVNyYLDzF3VQcdXQHVBwxOY2IiEjzp+LGZJ07dmafy44FJ669Gr0RERFpKBU3JusaF8HGqqZizVQsIiLSYCpuTGYLsFAQ6m4qLlNTsYiISIOpuPEBx2PcTcW2fZrrRkREpKFU3PgAT1PxkW1QWW5yGhERkebN9OJm3rx5pKSkEBQURFpaGqtWrTrl9uXl5UybNo2kpCQCAwPp1KkTzz//fBOlbRwdO3XjoCuMACpxFW40O46IiEizFmDmhy9dupTJkyczb948Bg8ezIIFCxg5ciQbN24kMTGx1n3GjBnD3r17ee655+jcuTOFhYVUVlY2cXLv6hYfwdeuZAYb33Pwx69p266f2ZFERESaLcPlcrnM+vABAwbQv39/5s+f71mXmprK6NGjyczMrLH9+++/z+WXX8727dtp27btaX1mSUkJdrud4uJiIiIiTju7t/3rsWv4w7Fl5HW8gsTx/2t2HBEREZ9Sn+9v0y5LVVRUkJ2dTUZGRrX1GRkZrF69utZ93n77bdLT05k5cybt27ena9eu3HnnnRw9evSkn1NeXk5JSUm1xReVR7ubigMKvzU5iYiISPNm2mWpoqIiHA4HsbGx1dbHxsayZ8+eWvfZvn07n332GUFBQbz55psUFRVx0003ceDAgZP23WRmZvLwww97Pb+3hSanQT5EHd4KjkqwmnrFUEREpNkyvaHYMIxqr10uV411VZxOJ4Zh8Morr3DWWWcxatQonnrqKV544YWTjt5MnTqV4uJiz5Kfn+/1c/CG5C69KHEFY3NV4Nq32ew4IiIizZZpxU1UVBRWq7XGKE1hYWGN0Zwq8fHxtG/fHrvd7lmXmpqKy+Vi586dte4TGBhIREREtcUXdY+3s9GVDMCh7ZqpWERE5HSZVtzYbDbS0tLIysqqtj4rK4tBgwbVus/gwYPZvXs3ZWVlnnU//PADFouFDh06NGrexhbUysru4K4AlKi4EREROW2mXpaaMmUKixYt4vnnn2fTpk3cfvvt5OXlMXHiRMB9SWn8+PGe7a+88koiIyP585//zMaNG1m5ciV33XUX11xzDcHBwWadhteUR7mbiq171VQsIiJyukztWh07diz79+9n+vTpFBQU0KtXL5YvX05SUhIABQUF5OXlebYPCwsjKyuLW265hfT0dCIjIxkzZgyPPPKIWafgVcFJ/WEXRJVtAacTLKa3RImIiDQ7ps5zYwZfnecGIHtHET1eSCXYqMB181cY0V3NjiQiIuITmsU8N1JTj/Zt2Ohyj1qV7FDfjYiIyOlQceNDgm1WdgZ1AeDQj1+ZnEZERKR5UnHjY45G9gLAUFOxiIjIaVFx42OCktIAiCrdBC2rHUpERMQrVNz4mA5d+1HuCiDEeRgO5podR0REpNlRceNjUttHstmVCECxmopFRETqTcWNjwkNDCA/sKqpWMWNiIhIfam48UFH2vZ0/2HPenODiIiINEMqbnyQLbE/AG2K1VQsIiJSXypufFC7rmlUuixEOA9ByS6z44iIiDQrKm58UGpCNFtd7qeca6ZiERGR+lFx44PCg1qRa3M3FR/QTMUiIiL1ouLGR5WdaCp27VZTsYiISH2ouPFRtoR+ALQp3mhyEhERkeZFxY2Piu2SjtNl0NqxH0r3mh1HRESk2VBx46NSk+LZ5moHQGlutslpREREmg8VNz7KHtyKHa06A7BfTcUiIiJ1puLGh5W27QGAc1eOyUlERESaDxU3PqxVe3dTsf2QmopFRETqSsWND4vuchYAkZV74cgBk9OIiIg0DypufFhqSnt2OGMBKMv9xuQ0IiIizYOKGx/WOsTG9hNNxUVb15icRkREpHlQcePjSlq7m4ord60zN4iIiEgzoeLGx1na9QUg4qCaikVEROpCxY2Pi+5yJgAxx3fCsRKT04iIiPg+FTc+rnunFHa6ogA4nKf5bkRERH6Nihsf1zbUxjZrJwD2bVFTsYiIyK9RcdMMHDrRVHxcTcUiIiK/SsVNM2DEnwFA2IENJicRERHxfSpumoHIEzMVx1TkQcVhk9OIiIj4NhU3zUDXTp3Z62qNFSdH8r81O46IiIhPU3HTDESHB7LV4m4qLvxBTcUiIiKnYnpxM2/ePFJSUggKCiItLY1Vq1addNtPP/0UwzBqLJs3b27CxOY4aE8FoDxft4OLiIiciqnFzdKlS5k8eTLTpk0jJyeHIUOGMHLkSPLy8k6535YtWygoKPAsXbp0aaLEJorvC0Do/u/NzSEiIuLjTC1unnrqKa699lquu+46UlNTmTNnDgkJCcyfP/+U+8XExBAXF+dZrFbrSbctLy+npKSk2tIctemUDkBc+Q44fszkNCIiIr7LtOKmoqKC7OxsMjIyqq3PyMhg9erVp9y3X79+xMfHc9555/HJJ5+cctvMzEzsdrtnSUhIaHB2M3Tt0p39rnACcHBs93dmxxEREfFZphU3RUVFOBwOYmNjq62PjY1lz549te4THx/PwoULWbZsGW+88QbdunXjvPPOY+XKlSf9nKlTp1JcXOxZ8vPzvXoeTSXGHsxWS0cA9mqmYhERkZMKMDuAYRjVXrtcrhrrqnTr1o1u3bp5Xg8cOJD8/HyefPJJzj333Fr3CQwMJDAw0HuBTbQ/IhWK13PsJzUVi4iInIxpIzdRUVFYrdYaozSFhYU1RnNO5eyzz2br1q3ejueTnHHumYqD1VQsIiJyUqYVNzabjbS0NLKysqqtz8rKYtCgQXU+Tk5ODvHx8d6O55PadDoTgLhj28Bx3OQ0IiIivsnUy1JTpkxh3LhxpKenM3DgQBYuXEheXh4TJ04E3P0yu3btYsmSJQDMmTOH5ORkevbsSUVFBS+//DLLli1j2bJlZp5Gk+nUtScl/xdChHGE8oJNBHboY3YkERERn2NqcTN27Fj279/P9OnTKSgooFevXixfvpykpCQACgoKqs15U1FRwZ133smuXbsIDg6mZ8+e/N///R+jRo0y6xSaVJw9mGxLCumuDRRs+ZJkFTciIiI1GC6Xy2V2iKZUUlKC3W6nuLiYiIgIs+PU2/uzruHC0mVsTryc7tcsMDuOiIhIk6jP97fpj1+Q+nHEupuKg4rUVCwiIlIbFTfNTETHEzMVH9kKTofJaURERHyPiptmpmP3MzjsCiSIcsr3bjE7joiIiM/xSnFz6NAhbxxG6qBdm1B+MJIB2LNZMxWLiIj8Ur2Lm8cff5ylS5d6Xo8ZM4bIyEjat2/P+vXrvRpOajIMg31h3QE4/NM3JqcRERHxPfUubhYsWOB5+GRWVhZZWVm89957jBw5krvuusvrAaWmyhj3LeCB+/QATRERkV+q9zw3BQUFnuLm3XffZcyYMWRkZJCcnMyAAQO8HlBqCu+YDtsh7sgWcDrBotYpERGRKvX+VmzTpo3nydrvv/8+I0aMANwPvHQ4dPdOU0ju1o9yVytCXUcoL9pmdhwRERGfUu/i5rLLLuPKK6/k/PPPZ//+/YwcORKAdevW0blzZ68HlJo6REWw1UgEYK+aikVERKqpd3Eze/ZsJk2aRI8ePcjKyiIsLAxwX6666aabvB5QajIMgz2h7qbistxsk9OIiIj4lnr33HzxxRdMnjyZgIDqu06aNInVq1d7LZicWkVMb9jxf7QqVFOxiIjIz9V75Gb48OEcOHCgxvri4mKGDx/ulVDy68KT3TMVxx7eAi3r8WAiIiKnVO/ixuVyYRhGjfX79+8nNDTUK6Hk1yV0T+O4y0qEq4TjB/N+fQcREZEWos6XpS677DLA3e8xYcIEAgMDPe85HA6+/fZbBg0a5P2EUqukmDZsNhJIJZeCzWtIHJRkdiQRERGfUOfixm63A+6Rm/DwcIKDgz3v2Ww2zj77bK6//nrvJ5RaGYbBnpBupB7JpXR7NgwaY3YkERERn1Dn4mbx4sUAJCcnc+edd+oSlA8oj+oFeR8QUPit2VFERER8Rr3vlnrwwQcbI4echpDkNMiD6LJNZkcRERHxGfVuKN67dy/jxo2jXbt2BAQEYLVaqy3SdBK6n4XDZdDWeZDKQ7vNjiMiIuIT6j1yM2HCBPLy8rj//vuJj4+v9c4paRpJcVFsowNdyKdgyxoSBlxqdiQRERHT1bu4+eyzz1i1ahV9+/ZthDhSHxaLwe6QrnQ5mk/xtq9V3IiIiHAal6USEhJwadI4n3EsqhcA1r1qKhYREYHTKG7mzJnDvffeS25ubiPEkfoKTuwPQFTpZpOTiIiI+IZ6X5YaO3YsR44coVOnToSEhNCqVatq79f2aAZpPO1Tz4LPIdpZiKOsCGtYlNmRRERETFXv4mbOnDmNEENOV3K7eHJd8SQbBezZvIb26ReZHUlERMRU9S5urr766sbIIafJajHYFdSF5PICDm5bq+JGRERavHoXN3l5p35IY2Ji4mmHkdNzOKo37FqJsUdNxSIiIvUubpKTk085t43D4WhQIKm/oIT+sAsiSzRTsYiISL2Lm5ycnGqvjx8/Tk5ODk899RQzZszwWjCpu/juZ8GXEOcowHnkIJaQNmZHEhERMU29i5szzjijxrr09HTatWvHE088wWWXXeaVYFJ3KQkd2OmKpoOxj4ItX9G+X4bZkURERExT73luTqZr16589dVX3jqc1EOA1UJ+UBcADm7Tz0BERFq2eo/clJSUVHvtcrkoKCjgoYceokuXLl4LJvVzuG0vKFiNa/d6s6OIiIiYqt4jN61bt6ZNmzaepW3btvTo0YMvvviC+fPn1zvAvHnzSElJISgoiLS0NFatWlWn/T7//HMCAgL0jKsTbAn9AGijpmIREWnh6j1y88knn1R7bbFYiI6OpnPnzgQE1O9wS5cuZfLkycybN4/BgwezYMECRo4cycaNG095S3lxcTHjx4/nvPPOY+/evfU9Bb8U120ArIV2x/NxHivFEhRudiQRERFTGC4Tn4I5YMAA+vfvX23EJzU1ldGjR5OZmXnS/S6//HK6dOmC1WrlrbfeYt26dXX+zJKSEux2O8XFxURERDQkvk857nCyf3on4owD7P79W7TrPdzsSCIiIl5Tn+/v02oo3rZtG7fccgsjRozg/PPP59Zbb2Xbtm31OkZFRQXZ2dlkZFS/sycjI4PVq1efdL/Fixezbds2HnzwwTp9Tnl5OSUlJdUWf9TKaiEv0N3ztH+rmopFRKTlqndx88EHH9CjRw/Wrl1Lnz596NWrF2vWrKFnz55kZWXV+ThFRUU4HA5iY2OrrY+NjWXPnj217rN161buvfdeXnnllTpfAsvMzMRut3uWhISEOmdsbsra9ADAtXuduUFERERMVO+em3vvvZfbb7+dxx57rMb6e+65h/PPP79ex/vlbMcul6vWGZAdDgdXXnklDz/8MF27dq3z8adOncqUKVM8r0tKSvy2wAno0A/2LsZ+aKPZUURERExT7+Jm06ZNvP766zXWX3PNNfV6YnhUVBRWq7XGKE1hYWGN0RyA0tJSvv76a3Jycpg0aRIATqcTl8tFQEAA//nPf/jNb35TY7/AwEACAwPrnKs5i+k6ALKhfeVPuI4fxWgVbHYkERGRJlfvy1LR0dG1NvCuW7eOmJiYOh/HZrORlpZW41JWVlYWgwYNqrF9REQE3333HevWrfMsEydOpFu3bqxbt44BAwbU91T8TseOXdjviiAAJ3u35vz6DiIiIn6o3iM3119/PTfccAPbt29n0KBBGIbBZ599xuOPP84dd9xRr2NNmTKFcePGkZ6ezsCBA1m4cCF5eXlMnDgRcF9S2rVrF0uWLMFisdCrV69q+8fExBAUFFRjfUtla2Ul19aZyOPfsO+HNcT1qFkkioiI+Lt6Fzf3338/4eHhzJo1i6lTpwLQrl07HnroIW699dZ6HWvs2LHs37+f6dOnU1BQQK9evVi+fDlJSUkAFBQUkJeXV9+ILVpJ656w7xsq1VQsIiItVIPmuSktLQUgPLz5TBjnr/PcVFn11iKGrLuD7a260HHa12bHERER8YpGnedmx44dbN26FXAXNVWFzdatW8nNza1/WvGqqG5nAdDh+A5cleUmpxEREWl69S5uJkyYUOske2vWrGHChAneyCQN0LFzD4pdodioZO82PURTRERannoXNzk5OQwePLjG+rPPPrtej0GQxhHYKoAdrToBsO+HtSanERERaXr1Lm4Mw/D02vxccXExDofDK6GkYYpbu2cqPr5Tt4OLiEjLU+/iZsiQIWRmZlYrZBwOB5mZmZxzzjleDSenx9KuLwDhBzVTsYiItDz1vhV85syZnHvuuXTr1o0hQ4YAsGrVKkpKSvj444+9HlDqL6rLWfAtJFT8iMtRiWGt949ZRESk2ar3yE2PHj349ttvGTNmDIWFhZSWljJ+/Hg2b96syfR8REq3PpS5ggiign2535sdR0REpEmd1q/07dq149FHH/V2FvGSIFsrvg/oSC/HRvZs+ZKYTn3NjiQiItJk6j1yI83DQfuJpuJ8NRWLiEjLouLGX51oKg49sMHcHCIiIk1MxY2fatv5TAA6lP+Iy6lb9EVEpOVQceOnOnbvxzFXK8I4yv78LWbHERERaTIqbvxUcFAgOwJSACjY9KXJaURERJpOne+WGj58OIZhnHIbwzD46KOPGhxKvONARCoc/IFyNRWLiEgLUufipm/fvid9r6SkhNdee43ycj2F2pe44s6Ag/8mZL/muhERkZajzsXN7Nmza6yrrKzkmWeeYcaMGbRv356//vWvXg0nDdOm85mwCdof+wFcLviVkTcRERF/cNo9N6+88grdunXjscce48EHH2TTpk1cfvnl3swmDZScmk6Fy4qdMop2bTU7joiISJOod3Hz/vvv07dvX2666SYmTJjAjz/+yM0330xAgJ5f5GtCQ0LItSYDULBpjblhREREmkidi5u1a9cyfPhwLr30UoYPH862bdu4//77CQ0Nbcx80kD7w7sDcDTvG5OTiIiINI06D7ecffbZBAcH8z//8z8kJyfz6quv1rrdrbfe6rVw0nDOuD5Q/H8EF6mpWEREWoY6FzeJiYkYhsGbb7550m0Mw1Bx42PsHc+ELdD+6BY1FYuISItQ5+ImNze3EWNIY0nqcSaVyy20NYo5sDePtnFJZkcSERFpVJqh2M+Fh0eQZ00AYJdmKhYRkRagXsWN0+nk+eef57e//S29evWid+/e/O53v2PJkiW4XK7GyigNtC/sRFNxbrbJSURERBpfnYsbl8vF7373O6677jp27dpF79696dmzJz/99BMTJkzg0ksvbcyc0gCVsX0ACNz3nclJREREGl+de25eeOEFVq5cyUcffcTw4cOrvffxxx8zevRolixZwvjx470eUhomomM6bIW4o3o6uIiI+L86j9y89tpr/OUvf6lR2AD85je/4d577+WVV17xajjxjsTUs3C6DGJd+zlUuMvsOCIiIo2qzsXNt99+y4UXXnjS90eOHMn69eu9Ekq8y966LfmWdgDkq6lYRET8XJ2LmwMHDhAbG3vS92NjYzl48KBXQon3FYZ1A+BwrmYqFhER/1bn4sbhcJzy+VFWq5XKykqvhBLvq4xxNxXb1FQsIiJ+rs4NxS6XiwkTJhAYGFjr++Xl5V4LJd4XlpwG2yD28Gazo4iIiDSqOhc3V1999a9uozulfFdiz7PhI2jv2kvxgX3Y20abHUlERKRR1Lm4Wbx4caMEmDdvHk888QQFBQX07NmTOXPmMGTIkFq3/eyzz7jnnnvYvHkzR44cISkpiRtvvJHbb7+9UbL5E3vbGHYZsbR37SV/4xfYz/md2ZFEREQahamPX1i6dCmTJ09m2rRp5OTkMGTIEEaOHEleXl6t24eGhjJp0iRWrlzJpk2buO+++7jvvvtYuHBhEydvnvaEuJuKS3dopmIREfFfhsvE5yYMGDCA/v37M3/+fM+61NRURo8eTWZmZp2OcdlllxEaGspLL71U6/vl5eXV+oFKSkpISEiguLiYiIiIhp1AM/PFi39h4I5n+Dr8PNLveMPsOCIiInVWUlKC3W6v0/e3aSM3FRUVZGdnk5GRUW19RkYGq1evrtMxcnJyWL16NUOHDj3pNpmZmdjtds+SkJDQoNzNWVhSGgAxZWoqFhER/2VacVNUVITD4agxd05sbCx79uw55b4dOnQgMDCQ9PR0br75Zq677rqTbjt16lSKi4s9S35+vlfyN0cdepzt/q9zNyXFB0xOIyIi0jjq3FDcWAzDqPba5XLVWPdLq1atoqysjC+//JJ7772Xzp07c8UVV9S6bWBg4ElvX29p2sS0Zy+RxBr7yd+4lp4DTz7jtIiISHNlWnETFRWF1WqtMUpTWFh4ypmQAVJSUgDo3bs3e/fu5aGHHjppcSPVFYR0I/bIakp2fA0qbkRExA+ZdlnKZrORlpZGVlZWtfVZWVkMGjSozsdxuVyaQLAeyqN6AWDZ863JSURERBqHqZelpkyZwrhx40hPT2fgwIEsXLiQvLw8Jk6cCLj7ZXbt2sWSJUsAeOaZZ0hMTKR79+6Ae96bJ598kltuucW0c2hugpP7Qx5Eq6lYRET8lKnFzdixY9m/fz/Tp0+noKCAXr16sXz5cpKSkgAoKCioNueN0+lk6tSp7Nixg4CAADp16sRjjz3GjTfeaNYpNDvtUwfBSkhy5FFWVkJYWMu6HV5ERPyfqfPcmKE+98n7JZeL/Q8nE8khNox6g55nnWd2IhERkV/VLOa5EZMYBruDuwJQvP1rk8OIiIh4n4qbFuiop6l4vclJREREvE/FTQsUlNgPgLYlaioWERH/o+KmBWrX3T1TcbIjlyNHj5icRkRExLtU3LRAUR26UEwYNsNB7iY9IVxERPyLipuWyDDYFdQFgINb15ocRkRExLtU3LRQhyN7A2BopmIREfEzKm5aqMAEd1Nxm5JNJicRERHxLhU3LVRc9wEApFRu55iezSUiIn5ExU0LFZ3YnTKCCTKOs2NzjtlxREREvEbFTQtlWKzsDOwMwIGtX5mcRkRExHtU3LRgZW17AuAsWGduEBERES9ScdOC2TqcaCouVlOxiIj4DxU3LVjsiabi5OPbOFZx3OQ0IiIi3qHipgWLSe7NUWyEGcfI3aL5bkRExD+ouGnBDGsAO23upuKiHzVTsYiI+AcVNy1caZseADh3rTM3iIiIiJeouGnhAk40FdsPbTQ5iYiIiHeouGnhYrqeBbibiiuOO0xOIyIi0nAqblq42E5nUEEAduMwO37U6I2IiDR/Km5aOCMgkJ2tUgAo/EFNxSIi0vypuBGKW7ubih279IwpERFp/lTcCNb27qbiiIMbTE4iIiLScCpuhKgu7qbipIofOV6ppmIREWneVNwI8V37U4mFSKOEHdt/NDuOiIhIg6i4EYxWwewKSAKg8Ic1JqcRERFpGBU3AsChE03FFflqKhYRkeZNxY0AYMSfAUCYmopFRKSZU3EjAESeaCpOLN9KpcNpchoREZHTp+JGAIjvmo7TZRBnHGDHTzvMjiMiInLaVNwIAJagcHYHdABg72bNVCwiIs2X6cXNvHnzSElJISgoiLS0NFatWnXSbd944w3OP/98oqOjiYiIYODAgXzwwQdNmNa/HbS7m4rL878xOYmIiMjpM7W4Wbp0KZMnT2batGnk5OQwZMgQRo4cSV5eXq3br1y5kvPPP5/ly5eTnZ3N8OHDufjii8nJ0R0+XhHfB4DQA2oqFhGR5stwuVwusz58wIAB9O/fn/nz53vWpaamMnr0aDIzM+t0jJ49ezJ27FgeeOCBOm1fUlKC3W6nuLiYiIiI08rtr3blfED7f49hpyua+Ae3YrUYZkcSEREB6vf9bdrITUVFBdnZ2WRkZFRbn5GRwerVq+t0DKfTSWlpKW3btj3pNuXl5ZSUlFRbpHZx3dx3THUw9pGbn29yGhERkdNjWnFTVFSEw+EgNja22vrY2Fj27NlTp2PMmjWLw4cPM2bMmJNuk5mZid1u9ywJCQkNyu3PrCFtKLDGA7BbTcUiItJMmd5QbBjVL324XK4a62rz2muv8dBDD7F06VJiYmJOut3UqVMpLi72LPkakajdJ5mwYiYHwlMBOJb3s6biFTPd74uIiDQDphU3UVFRWK3WGqM0hYWFNUZzfmnp0qVce+21vP7664wYMeKU2wYGBhIREVFtkVpYrPDJDKICjgIQsv979/oVM+GTGe73RUREmgHTihubzUZaWhpZWVnV1mdlZTFo0KCT7vfaa68xYcIEXn31VS666KLGjtlyDL0bhk8jtugLANof/QHHJ4+7C5vh09zvi4iINAMBZn74lClTGDduHOnp6QwcOJCFCxeSl5fHxIkTAfclpV27drFkyRLAXdiMHz+euXPncvbZZ3tGfYKDg7Hb7aadh98YejeO8sNYV88h2SiAFY+qsBERkWbH1J6bsWPHMmfOHKZPn07fvn1ZuXIly5cvJykpCYCCgoJqc94sWLCAyspKbr75ZuLj4z3LbbfdZtYp+B1rxsO4cPc8OV2wPvnPJicSERGpH1PnuTGD5rn5FSd6bFyAAeRYetH1nhWEBpo6yCciIi1cs5jnRnxQVfPw8Gkc/d0iAPo5v2fD/04wN5eIiEg9qLgRt58VNgy9m5D+f6Sw42gAzjr4Dtv+cY+5+UREROpIxY24OR01modjxvyNQ7Y4AI5vfp/C0mNmpRMREakzFTfiNnxqzbuiguyEXP4cDix0J5d/vPgMLaxFS0REmiEVN3JKto7nUNz/ZgDG7XuK1z/WYxlERMS3qbiRX9V21AMURfSgjVFG+xV38MOeYrMjiYiInJSKG/l1ATYix71AuRHIOZbv+OjFv1Je6TA7lYiISK1U3EidGNHdqPjNdACuOfICL7z1nsmJREREaqfiRuos/JwbKYofSqBxnCHf/oXVW3aZHUlERKQGFTdSd4ZB1FWLKAtoTQ/LT2xf+hcOHakwO5WIiEg1Km6kfsJiaDX6aQCudPybF15ZotvDRUTEp6i4kXoL7HUx+7tficVwMWbnDN7+cqPZkURERDxU3MhpibzsSQ4FJ9LOOECr9+8gr+iw2ZFEREQAFTdyumyhhF/5Ag4sjDK+4I0ls6l0OM1OJSIiouJGTp81IY2ygXcCcE3x0yx57zOTE4mIiKi4kQayj7iH/W37EWEcpefau/gmt8jsSCIi0sKpuJGGsQYQ+afFHLMEM8CymbWvPExZeaXZqUREpAVTcSMN1zYF54UzAbim4hWee/0NkwOJiEhLpuJGvCLkzHHsT7wQm+Hgoq0P8p91282OJCIiLZSKG/EOwyDy8vmUtoqis2U3B966lz3Fx8xOJSIiLZCKG/GekLYE/WEBAJfzAS+/9CxOp2YvFhGRpqXiRryqVbcRHOpzLQBX73uC1z79xuREIiLS0qi4Ea9rffGjHArrRLRRTOynd7O5oNjsSCIi0oKouBHvaxWE/aoXOE4rRli+5r0lMzl23GF2KhERaSFU3EijMOL7UDF0GgA3HnmWRW99aHIiERFpKVTcSKMJHXobB2POJsQo55zvprJq826zI4mISAug4kYaj8VCm6ue46g1nL6WbWx+/QEOHK4wO5WIiPg5FTfSuOwdsF48G4BrHP/i2Vdfw+XS7eEiItJ4VNxIo7P1/SOHOl+K1XBxef4jvPHlZrMjiYiIH1NxI02i9R/mUhoYR5KlEN6fyo6iw2ZHEhERP6XiRppGkJ2Qy5/DicHvjU/4x5JnOO5wmp1KRET8kIobaTLWlHM4fOYtAEwsnsvz731hciIREfFHphc38+bNIyUlhaCgINLS0li1atVJty0oKODKK6+kW7duWCwWJk+e3HRBxSvCL7ifQ6170MYoI3XtPWTnFpkdSURE/Iypxc3SpUuZPHky06ZNIycnhyFDhjBy5Ejy8vJq3b68vJzo6GimTZvGGWec0cRpxSsCbLS+6kUqjEDOtXzHqlcyKT123OxUIiLiRwyXifflDhgwgP79+zN//nzPutTUVEaPHk1mZuYp9x02bBh9+/Zlzpw5p9yuvLyc8vJyz+uSkhISEhIoLi4mIiKiQfnl9B1bvYCg/9xNuasVczst4u7xo82OJCIiPqykpAS73V6n72/TRm4qKirIzs4mIyOj2vqMjAxWr17ttc/JzMzEbrd7loSEBK8dW05f0MAbONR+GIHGcX774wO8l/OT2ZFERMRPmFbcFBUV4XA4iI2NrbY+NjaWPXv2eO1zpk6dSnFxsWfJz8/32rGlAQyD1pcv5EhAa3pYfmLPv++joPio2alERMQPmN5QbBhGtdcul6vGuoYIDAwkIiKi2iI+IjwW22XPAHC16x2ee+lFnE7NXiwiIg1jWnETFRWF1WqtMUpTWFhYYzRH/FdAj99S0uMqLIaLa/Y9zpJP1pkdSUREmjnTihubzUZaWhpZWVnV1mdlZTFo0CCTUokZIi6ZSWlIIu2MA0Su+AsbdhebHUlERJoxUy9LTZkyhUWLFvH888+zadMmbr/9dvLy8pg4cSLg7pcZP358tX3WrVvHunXrKCsrY9++faxbt46NGzeaEV+8JTCMsCuex4GFiy2r+fdLczl23GF2KhERaaYCzPzwsWPHsn//fqZPn05BQQG9evVi+fLlJCUlAe5J+345502/fv08f87OzubVV18lKSmJ3NzcpowuXmYknEn54LsJ+fwxJh2Zx/y3BnH7H0eYHUtERJohU+e5MUN97pOXJuaopHj+COxFOaxxdufoFW8xLDXe7FQiIuIDmsU8NyI1WAOwX/k85ZYQBlg2890/H2F/Wfmv7yciIvIzKm7Et7TtiGXU4wDc6HiNZ15dRgsbXBQRkQZScSM+p1XaOEqSR2IzHFy586+8/sUPZkcSEZFmRMWN+B7DIOKPz3DYFkVny26Ov38/2/eVmZ1KRESaCRU34ptCIwn+wwIA/mT5gCUvLeK4w2lyKBERaQ5U3IjPsnQdweG+1wFwU/FsFry3xuREIiLSHKi4EZ8WetEjlEZ0IcY4RNc101i7fb/ZkURExMepuBHf1iqY8CsXU2m0IsOazcevPknJseNmpxIRER+m4kZ8X1xvHMPvA+DW48/x939+YHIgERHxZSpupFkIPOdWSuIGEmKUc9HWB3gn5yezI4mIiI9ScSPNg8VCxBWLOGYNo69lG/n/ns6uQ0fNTiUiIj5IxY00H/YOtPrdHABucL3B/JdexeHU7MUiIlKdihtpVqxn/JGybpcRYDi5bt/jLP74O7MjiYiIj1FxI81O2OjZHA6OJ9myl4iVD/D9rmKzI4mIiA9RcSPNT3BrQsY8ixODMZZPeP2leRytcJidSkREfISKG2mWjJQhVJw1CYDbjz7N3/690uREIiLiK1TcSLMVlPEAZW160MYoY+C39/PRxgKzI4mIiA9QcSPNV4CNsCtf4Lhh41zrd2T/cyb7SsvNTiUiIiZTcSPNW3Q3yHgEgFudLzH3tbdxuXR7uIhIS6biRpq9VmffQFnCMIKM41yx86+8+sWPZkcSERETqbiR5s8wCBuzkKOt2tDT8hNH3n+YHwvLzE4lIiImUXEj/iE8lsBL/w7Atca7PPfyi1RUOk0OJSIiZlBxI37D0uNijkf3xmK4mFQ8i2fe+7r6BitmwieZ5oQTEZEmo+JG/Eqr7hcA0N7YT8e1D/LFtv3uN1bMhE9mgMVqYjoREWkKAWYHEPGq8+6HI0WQ/QKXWFcz9eU5HIwsY1TR8+zofRsh/W4lxuXCMAyzk4qISCMxXC3svtmSkhLsdjvFxcVERESYHUcaSeXi3xLw0ypcLjAM+N6RxJvOc9jsSmRPYEdi4hPpFhdOanw43eMi6BobTrBNozoiIr6qPt/fKm7EPzkqcf01CoPa/3nvc0WwxZnAZlciW1wJbHElUt6mKx3jo+geF0H3+HC6x4WT0CYEi0WjPCIiZqvP97cuS4l/+uwpd2FjaQXO45A8BILb4Ny7AePAdqKNEqKtGziHDZ5dHGUGuT/EsXlLAhuciSxzJfBTQDKhsZ3oFt+a7nHhJ5YI7CGtTDw5ERE5FY3ciP+pah4ePg2G3l3zdcVh2LcZ9m6EvRugcAPOPRuwHN1f6+EOuwL5wZXAJqd7hGezM5FD4Z1p36493U4UPKnxEaREhdLKqh59EZHGoJEbabl+WcjAf//7yYz/vm6f5l5OsLhcUFYIe7+HQnfR49q7AQo3E+osp5/xI/0sP5v5uAIKdrRlyzb3pa1PnAlsM5Iguitd4tueuKwVQfe4cKLDA9XALCLShFTciH9xOqoXNlWqXjsdte9nGBAe6146n+deBeCohAPb3EXPiZEe594NWIrziDcOEG89wDDWew5z/KCVbQfaseX7BL5wJrLYlcDeoI60jkuhe7zdfVkrPpyuseEEtVIDs4hIYzD9stS8efN44oknKCgooGfPnsyZM4chQ4acdPsVK1YwZcoUNmzYQLt27bj77ruZOHFinT9Pl6XEK46VQOEmz0iPa497pMdSUVLr5iWuEDa7Etjs/G8D87G23UiKj6t2aat962B3A/Mnme45eX5ZpIF7dMrpgOFTG/kkvUDn4Xv85Vx0Hr6lCc6j2VyWWrp0KZMnT2bevHkMHjyYBQsWMHLkSDZu3EhiYmKN7Xfs2MGoUaO4/vrrefnll/n888+56aabiI6O5ve//70JZyAtVlAEJA5wL7hHeQyXC4p3nris5R7pce79HqPoRyI4wlnGFs6ybPnvMcogf0s0mze7L2297Uwgr1UKtpgu3Ggt4vw9i9h56AgRF0wjIuhEA/PPL7s1BxZr9cuBVXQe5vGXc9F5+BYfOw9TR24GDBhA//79mT9/vmddamoqo0ePJjOz5jT599xzD2+//TabNm3yrJs4cSLr16/niy++qNNnauRGmlxlORT9cOKy1ve4Cjfi3PM91rI9tW5e7mrFj652APS0/MS/KoewxHY5lxvvc6XjHZYG/I63Ai/GajGwGAZWi3sJqHptGFitJ9Yb7nUBVrBYLO5tOPHeiW0s4F5vNX72voUAq4HFAlYMLBaDgF8cs8ZnVB3jRAb3PhC78UViNixif+/rOdTnWtp89zxtv13IgT43cKjPNfyyG6lme1LNfqUa+9Q4xql7nH75dm1b/3KbsPXPEZGzgJJ+N1J2xrWEr3+O8JwFlPa7kbK+157y83xN2Lrq2X/5urnQefiWn+c+knYjsduW1eyBbIBmMc9NRUUFISEh/POf/+TSSy/1rL/ttttYt24dK1asqLHPueeeS79+/Zg7d65n3ZtvvsmYMWM4cuQIrVrVvD23vLyc8vJyz+uSkhISEhJU3Ij5jhw4cbfWf3t52LsRS+URs5OJiDSIixO/NHipsIFmclmqqKgIh8NBbGxstfWxsbHs2VP7b7R79uypdfvKykqKioqIj4+vsU9mZiYPP/yw94KLeEtIW0gZ4l448aA3pxMO5Va7Td218d8YuP/PwmUN9Oxe47eSWn5NqctvLv/99ab2rU95DFfdPscFBFLhOY9ybPVIeJoa6dCBHMcw3H9v5TTv+Y785Vx0Hr6l6jyw2rxW2NSX6XdL/XL42PUrz/2pbfva1leZOnUqU6ZM8byuGrkR8UkWC7Tt6F5SfwsrZmJs/DdYbRiOCoxz7zTt/ywapOq6+4nzCBp+l5+cx93N8zzAf85F5+FbfnYeOCrcr004D9NmHIuKisJqtdYYpSksLKwxOlMlLi6u1u0DAgKIjIysdZ/AwEAiIiKqLSLNws8b8e7f5/7vJzPc65sTnYfv8Zdz0Xn4Fh86D9NGbmw2G2lpaWRlZVXrucnKyuKSSy6pdZ+BAwfyzjvvVFv3n//8h/T09Fr7bUSarbpORujrdB6+x1/ORefhW3zsPEy9LDVlyhTGjRtHeno6AwcOZOHCheTl5XnmrZk6dSq7du1iyZIlgPvOqKeffpopU6Zw/fXX88UXX/Dcc8/x2muvmXkaIt53upMR+hqdh+/xl3PRefgWHzsPn5jEb+bMmRQUFNCrVy9mz57NueeeC8CECRPIzc3l008/9Wy/YsUKbr/9ds8kfvfcc48m8RMREfFzzeJWcLOouBEREWl+6vP9rUcYi4iIiF9RcSMiIiJ+RcWNiIiI+BUVNyIiIuJXVNyIiIiIX1FxIyIiIn5FxY2IiIj4FRU3IiIi4ldU3IiIiIhfMfXZUmaompC5pKTE5CQiIiJSV1Xf23V5sEKLK25KS0sBSEhIMDmJiIiI1FdpaSl2u/2U27S4Z0s5nU52795NeHg4hmF49dglJSUkJCSQn5+v51b5AP08fIt+Hr5HPxPfop/HqblcLkpLS2nXrh0Wy6m7alrcyI3FYqFDhw6N+hkRERH6h+lD9PPwLfp5+B79THyLfh4n92sjNlXUUCwiIiJ+RcWNiIiI+BUVN14UGBjIgw8+SGBgoNlRBP08fI1+Hr5HPxPfop+H97S4hmIRERHxbxq5EREREb+i4kZERET8ioobERER8SsqbkRERMSvqLjxknnz5pGSkkJQUBBpaWmsWrXK7EgtVmZmJmeeeSbh4eHExMQwevRotmzZYnYsOSEzMxPDMJg8ebLZUVqsXbt28ac//YnIyEhCQkLo27cv2dnZZsdqkSorK7nvvvtISUkhODiYjh07Mn36dJxOp9nRmjUVN16wdOlSJk+ezLRp08jJyWHIkCGMHDmSvLw8s6O1SCtWrODmm2/myy+/JCsri8rKSjIyMjh8+LDZ0Vq8r776ioULF9KnTx+zo7RYBw8eZPDgwbRq1Yr33nuPjRs3MmvWLFq3bm12tBbp8ccf53//9395+umn2bRpEzNnzuSJJ57g73//u9nRmjXdCu4FAwYMoH///syfP9+zLjU1ldGjR5OZmWliMgHYt28fMTExrFixgnPPPdfsOC1WWVkZ/fv3Z968eTzyyCP07duXOXPmmB2rxbn33nv5/PPPNbrsI377298SGxvLc88951n3+9//npCQEF566SUTkzVvGrlpoIqKCrKzs8nIyKi2PiMjg9WrV5uUSn6uuLgYgLZt25qcpGW7+eabueiiixgxYoTZUVq0t99+m/T0dP74xz8SExNDv379ePbZZ82O1WKdc845fPTRR/zwww8ArF+/ns8++4xRo0aZnKx5a3EPzvS2oqIiHA4HsbGx1dbHxsayZ88ek1JJFZfLxZQpUzjnnHPo1auX2XFarH/84x9kZ2fz9ddfmx2lxdu+fTvz589nypQp/OUvf2Ht2rXceuutBAYGMn78eLPjtTj33HMPxcXFdO/eHavVisPhYMaMGVxxxRVmR2vWVNx4iWEY1V67XK4a66TpTZo0iW+//ZbPPvvM7CgtVn5+Prfddhv/+c9/CAoKMjtOi+d0OklPT+fRRx8FoF+/fmzYsIH58+eruDHB0qVLefnll3n11Vfp2bMn69atY/LkybRr146rr77a7HjNloqbBoqKisJqtdYYpSksLKwxmiNN65ZbbuHtt99m5cqVdOjQwew4LVZ2djaFhYWkpaV51jkcDlauXMnTTz9NeXk5VqvVxIQtS3x8PD169Ki2LjU1lWXLlpmUqGW76667uPfee7n88ssB6N27Nz/99BOZmZkqbhpAPTcNZLPZSEtLIysrq9r6rKwsBg0aZFKqls3lcjFp0iTeeOMNPv74Y1JSUsyO1KKdd955fPfdd6xbt86zpKenc9VVV7Fu3ToVNk1s8ODBNaZG+OGHH0hKSjIpUct25MgRLJbqX8VWq1W3gjeQRm68YMqUKYwbN4709HQGDhzIwoULycvLY+LEiWZHa5FuvvlmXn31Vf79738THh7uGVWz2+0EBwebnK7lCQ8Pr9HvFBoaSmRkpPqgTHD77bczaNAgHn30UcaMGcPatWtZuHAhCxcuNDtai3TxxRczY8YMEhMT6dmzJzk5OTz11FNcc801Zkdr3lziFc8884wrKSnJZbPZXP3793etWLHC7EgtFlDrsnjxYrOjyQlDhw513XbbbWbHaLHeeecdV69evVyBgYGu7t27uxYuXGh2pBarpKTEddttt7kSExNdQUFBro4dO7qmTZvmKi8vNztas6Z5bkRERMSvqOdGRERE/IqKGxEREfErKm5ERETEr6i4EREREb+i4kZERET8ioobERER8SsqbkRERMSvqLgRERERv6LiRkSaneTkZObMmeO1402YMIHRo0d77XgiYi49W0pEmp2vvvqK0NBQs2OIiI9ScSMizU50dLTZEUTEh+mylIj4nGHDhjFp0iQmTZpE69atiYyM5L777qPqUXg/vyz16aefYrPZWLVqlWf/WbNmERUVRUFBAQC7du1i7NixtGnThsjISC655BJyc3Ob+rREpImouBERn/Tiiy8SEBDAmjVr+Nvf/sbs2bNZtGhRje2GDRvG5MmTGTduHMXFxaxfv55p06bx7LPPEh8fz5EjRxg+fDhhYWGsXLmSzz77jLCwMC688EIqKipMODMRaWy6LCUiPikhIYHZs2djGAbdunXju+++Y/bs2Vx//fU1tn3kkUf48MMPueGGG9iwYQPjxo3j0ksvBeAf//gHFouFRYsWYRgGAIsXL6Z169Z8+umnZGRkNOl5iUjj08iNiPiks88+21OMAAwcOJCtW7ficDhqbGuz2Xj55ZdZtmwZR48erXYnVXZ2Nj/++CPh4eGEhYURFhZG27ZtOXbsGNu2bWuKUxGRJqaRGxHxC6tXrwbgwIEDHDhwwHM3ldPpJC0tjVdeeaXGPmpMFvFPGrkREZ/05Zdf1njdpUsXrFZrjW23bdvG7bffzrPPPsvZZ5/N+PHjcTqdAPTv35+tW7cSExND586dqy12u71JzkVEmpaKGxHxSfn5+UyZMoUtW7bw2muv8fe//53bbrutxnYOh4Nx48aRkZHBn//8ZxYvXsz333/PrFmzALjqqquIiorikksuYdWqVezYsYMVK1Zw2223sXPnzqY+LRFpArosJSI+afz48Rw9epSzzjoLq9XKLbfcwg033FBjuxkzZpCbm8s777wDQFxcHIsWLWLMmDGcf/759O3bl5UrV3LPPfdw2WWXUVpaSvv27TnvvPOIiIho6tMSkSZguKomjhAR8RHDhg2jb9++Xn3Egoi0HLosJSIiIn5FxY2IiIj4FV2WEhEREb+ikRsRERHxKypuRERExK+ouBERERG/ouJGRERE/IqKGxEREfErKm5ERETEr6i4EREREb+i4kZERET8yv8Dv90XxdIoaisAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(emccd.cti_trail, label='theoretical')\n", "cic_row = cici[514, 536:546].astype(float) - emccd.bias_level\n", "plt.plot(cic_row/cic_row.sum(), '-x', label='cte trail in image')\n", "\n", "plt.xlabel('pixel')\n", "plt.ylabel('DN counts')\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "下面的例子中,我们读取一幅之前生成的焦面图像,使用emccd类可以获得相机读出后的图像。" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 生成科学观测图像\n", "area = 100 ** 2 * 3.14\n", "focal_img = fits.getdata('image_files/focal_img.fits') * area\n", "\n", "camera_output = emccd.readout(focal_img, 200, 20)\n", "\n", "psf_imshow(camera_output, vmin=0, vmax=1)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10, 5))\n", "plt.subplot(1,2,1)\n", "camera_output = emccd.readout(focal_img, 1, 2000, emgain=1)\n", "psf_imshow(camera_output, vmin=0, vmax=1)\n", "\n", "plt.subplot(1,2,2)\n", "camera_output = emccd.readout(focal_img, 100, 200, emgain=100)\n", "psf_imshow(camera_output, vmin=0, vmax=1)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cr_frame = fits.getdata('image_files/cr_frame_30s.fit')\n", "camera_output = emccd.readout(focal_img, 200, 30, image_cosmic_ray=cr_frame, emgain=200)\n", "psf_imshow(camera_output, vmin=0, vmax=1)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "base", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.13" } }, "nbformat": 4, "nbformat_minor": 2 }