diff --git a/notebooks/.ipynb_checkpoints/plot_all_graphs-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/plot_all_graphs-checkpoint.ipynb new file mode 100644 index 0000000..c07f0bc --- /dev/null +++ b/notebooks/.ipynb_checkpoints/plot_all_graphs-checkpoint.ipynb @@ -0,0 +1,3388 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n", + "{0: 'C', 1: 'C', 2: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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NKVOmcO2115Kens7u3bv/N2DGDOjSBRYvDpR+yamki4oCyxYvDoybMSOS8UWOmcpfBOjTpw9+v5/9+/eTlJTEihUrAkU+Zgzs2RM4uz8c5wLjxozRNwCpFHTZR6SENWvWMG3QIOZu385xxZ4L+Am4CVgNfAv8P2AS0KPkBmrWhHXrwFfuT94iIRfRyz5mdqmZfWRmW83srlLWH2dmc4Pr3zOzJqHYr0g4dO3alfmtW1OtxANh+4EzgHXALmAicCXwWckNFBUF3iMQiWIVLn8zSwCeJnACdB5wtZmdV2LYMOA759zZwGPAQxXdr0jY7NhB1TfeOOQ/x/HAvUATAv9xfgecBRxys6hzsGIF7NwZ5qAixy4UZ/5tgK3OuU+dcz8DrwF9SozpA7wU/Hw+0NXMLAT7Fgm9jIwjGrYd+AfQvLSVZke8HREvhKL8GwGfF3u9Lbis1DHOuf0EfmquF4J9i4ReQcGhd/WUsA+4FhgM/La0AUVFUFgY+mwiIRJVd/uY2QgzyzGznJ36kVm8smvXYVcfBK4HqgNPHW7gd9+FLpNIiIWi/L8g8D7YL04PLit1jJlVBeoAh/y+Pefcs845n3PO10BPTIpX6tQpc5Uj8AbWdmABUO1w26lbN6SxREIpFOWfDZxjZmeZWXVgILC0xJilBH5CBhgAvOmi9R5TkZQUqFGj1FXpwIfAMuCwk0EkJkJycuiziYRIhcs/eA1/JLCSwP+Lec65D8zsfjPrHRz2PFDPzLYCtwGH3A4qEjWGDCl18b+AZ4A84BSgVvBjTmmDnStzOyLRICQTuznnVgArSiwbX+zzvcAVodiXSNg1bBiYq2fx4l892Xsmgcs+5TkIHLz4Yqrq0qVEsah6w1ckaowdG7h0cwz2JSQwIDeXt956K8ShREJH5S9SmrQ0mDIlMFXD0ahZk+OmTWPYjBkMGjSIG264gV3l3D0k4gWVv0hZ0tP/9w2gvGcSzQLjpkyB9HR69eqF3+/HzEhKSmLZsmWRySxyhFT+IoeTnh6YpK1v38AdQCUvBSUmBpb37RsYl57+31V16tRh5syZzJ49m9tuu41rrrkGPb8i0UKzeoocqZ07A1M2FBYGHuCqWzdwO+eQIeX+Jq89e/YwYcIEZs+ezdSpU7n66qvRDCcSDkc6q6fKXySCsrOzGTZsGI0bN2bGjBmcccYZ5X+RyFHQb/ISiUJpaWnk5OTQpk0bWrVqxTPPPMPBgwe9jiVxSOUvEmHVq1dn/PjxrF27lhdffJGLLrqIjz/+2OtYEmdU/iIead68ORs2bKBPnz60a9eOKVOmsH//fq9jSZxQ+Yt4KCEhgdGjR7Np0yYyMzNp164dBQUFXseSOKDyF4kCTZs2ZfXq1dx444107dqV8ePH89NPP3kdS2KYyl8kSpgZw4YNIz8/n4KCAlq1akVWVpbXsSRGqfxFosxpp53GokWLmDBhAn379mX06NH8+OOPXseSGKPyF4lCZsaVV16J3+/nm2++ITk5mTVr1ngdS2KIyl8kitWrV4/Zs2fz1FNPMXToUIYPH85//vMfr2NJDFD5i1QCPXv2xO/3c9xxx9G8eXMWL17sdSSp5FT+IpXECSecwNNPP82rr77KnXfeyZVXXsn27du9jiWVlMpfpJLp1KkT+fn5NG3alJSUFGbPnk20ztEl0UvlL1IJJSYmMnnyZFasWMGjjz7KZZddxv/93/95HUsqEZW/SCXWunVrsrOzueCCC2jdujXTp0/XRHFyRFT+IpVctWrVGDduHOvXr+fll1+mS5cufPTRR17Hkiin8heJEeeeey5vv/02V1xxBRdccAGTJ0/WRHFSJpW/SAxJSEjglltuIScnhzfffJO2bduSl5fndSyJQip/kRjUpEkTVq5cyS233MLFF1/MuHHj2Lt3r9exJIqo/EVilJkxZMgQ8vPz+fDDD2nZsiUbN270OpZECZW/SIw79dRTWbhwIRMnTmTAgAGMGjWKH374wetY4jGVv0ic6N+/P36/n927d5OcnMyqVau8jiQeUvmLxJGTTjqJjIwMZs6cyYgRIxg6dCjffvut17HEAyp/kTh0ySWXUFhYSK1atUhKSmLBggVeR5IIU/mLxKnatWszbdo05s2bx7hx4xgwYABff/2117EkQlT+InGuQ4cO5OXl0axZM1JSUsjIyNBEcXFA5S8i1KhRgwcffJCVK1fy5JNPcumll/LZZ595HUvCSOUvIv/VsmVL3nvvPS688EJ8Ph/Tpk3TRHExSuUvIr9SrVo17rrrLjZs2MC8efPo2LEjH374odexJMRU/iJSqt/85jesW7eOa665ho4dO/Lggw+yb98+r2NJiKj8RaRMVapU4eabbyY3N5f169fTpk0b3n//fa9jSQhUqPzN7CQze8PMPg7+WbeMcQfMLC/4sbQi+xSRyDvzzDPJzMxk9OjR9OjRg7Fjx1JUVOR1LKmAip753wWscc6dA6wJvi5NkXOuRfCjdwX3KSIeMDMGDRpEQUEBn3zyCS1atODtt9/2OpYco4qWfx/gpeDnLwGXV3B7IhLlTj75ZObNm8fkyZMZOHAgN998M99//73XseQoVbT8T3bOfRX8/Gvg5DLG1TCzHDPLMjN9gxCJAX379sXv97N3716SkpLIzMz0OpIcharlDTCz1cAppawaV/yFc86ZWVmPBZ7pnPvCzJoCb5pZoXPuk1L2NQIYAdC4ceNyw4uIt+rWrcvzzz/P6tWr+cMf/kDHjh157LHHqFevntfRpBzlnvk757o555JK+VgCbDezUwGCf+4oYxtfBP/8FFgLtCxj3LPOOZ9zztegQYNjPCQRibRu3bpRWFjISSedRFJSEq+//rqmiIhyFb3ssxQYHPx8MLCk5AAzq2tmxwU/rw9cAGyp4H5FJMrUqlWLxx9/nIULFzJhwgT69evHl19+6XUsKUNFy38y0N3MPga6BV9jZj4zmxUccy6QY2b5wFvAZOecyl8kRrVr147NmzeTnJxMixYteP755/VTQBSyaP1H8fl8Licnx+sYIlIB+fn5DBs2jBNPPJFnn32Wpk2beh0p5plZrnPOV944PeErImGTmppKVlYWl1xyCW3atOHxxx/nwIEDXscSVP4iEmZVq1bljjvuYOPGjSxatIgOHTqwZYuu/HpN5S8iEdGsWTPeeustBg8eTOfOnXnggQf4+eefvY4Vt1T+IhIxVapU4cYbb+T9998nKyuLtLQ09N6eN1T+IhJxZ5xxBn/961+58847ueyyy7jzzjvZs2eP17HiispfRDxhZlx77bUUFhby+eefk5qayrp167yOFTdU/iLiqYYNG/Lqq6/y6KOPcu2115Kens7u3bu9jhXzVP4iEhV69+6N3+/nwIEDJCUlsXz5cq8jxTSVv4hEjV8eBsvIyGDUqFFcd911fPPNN17HikkqfxGJOhdddBEFBQWcfPLJJCUl8dprr2mKiBBT+YtIVDr++ON59NFHWbJkCRMnTqRPnz588cUXXseKGSp/EYlqbdu25f3336dVq1a0aNGC5557Tj8FhIDKX0SiXvXq1bn33nt58803ee655+jatSuffHLI74OSo6DyF5FKIzk5mXfffZfLLruMtm3bMnXqVE0Ud4xU/iJSqSQkJHD77beTlZXFsmXLaN++PX6/3+tYlY7KX0QqpbPPPps1a9YwfPhwLrzwQu69915NFHcUVP4iUmlVqVKFP/zhD+Tl5f33TeFNmzZ5HatSUPmLSKXXqFEjlixZwt13303v3r25/fbbNVFcOVT+IhITzIyBAwfi9/v5+uuvSU5O5q233vI6VtRS+YtITKlfvz5z5szhiSeeYNCgQYwYMYJdu3Z5HSvqqPxFJCb97ne/w+/3k5CQQPPmzVm6dKnXkaKKyl9EYladOnWYMWMGc+bM4fbbb2fgwIHs2LHD61hRQeUvIjGvc+fO5Ofn07hxY5KTk5kzZ07cTxGh8heRuFCzZk0efvhhli9fzkMPPUSvXr34/PPPvY7lGZW/iMQVn89HTk4Obdu2pVWrVsycOZODBw96HSviVP4iEneqV6/OPffcw9q1a8nIyOCiiy7i448/9jpWRKn8RSRuNW/enA0bNnD55ZfTrl07HnnkEfbv3+91rIhQ+YtIXEtISODWW29l06ZNrFy5kvPPP5/8/HyvY4Wdyl9EBGjatClvvPEGN910E927d+eee+7hp59+8jpW2Kj8RUSCzIzf//735OXlUVhYSMuWLXn33Xe9jhUWKn8RkRJOO+00Fi1axH333Ue/fv249dZb+fHHH72OFVIqfxGRUpgZV1xxBX6/n2+//Zbk5GRWr15d/hfu2AEPPwzXXQe9egX+fPhh2Lkz/KGPgkXrU24+n8/l5OR4HUNEBIDMzExuvPFGunXrxpQpU6hbt+6vB2Rnw6RJkJkZeL137//WJSaCc9CjB4wdC2lpYctpZrnOOV9543TmLyJyBHr06IHf7ycxMZGkpCQWLVr0v5UzZkCXLrB4caD0ixc/QFFRYNnixYFxM2ZEMnqpdOYvInKU3n77bYYNG0aLFi2Y1bo1J9x/PxzNL4+pWROmTIH09JBn05m/iEiYdOzYkfz8fDrXrEnVu+46pPifAnzAccCQ0jawZw+MGQMenuBWqPzN7Aoz+8DMDppZmd9pzOxSM/vIzLaa2V0V2aeISDRITEzk5t27STQ7ZN1pwN3A7w+3gaKiwHsEHqnomb8f6AesL2uAmSUATwM9gPOAq83svAruV0TEWzt2QGYmVsql837A5UC9w329c7BihWd3AVWo/J1zHzrnPipnWBtgq3PuU+fcz8BrQJ+K7FdExHMZGRXfhllotnMMInHNvxFQfNLsbcFlIiKVV0HBoXf1HK2iIigsDE2eo1S1vAFmtho4pZRV45xzS0IZxsxGACMAGjduHMpNi4iEVqh+Kfx334VmO0ep3PJ3znWr4D6+AM4o9vr04LLS9vUs8CwEbvWs4H5FRMKnTp3QbKfkw2IREonLPtnAOWZ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\n", 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8rFmQmAiLF/tKv3DxA+Tn+6YtXuwbN2tWsOKLlIvKX8JatWrVuPXWW8nJyaFevXpER0czc+ZMCgoKfEU+ahQcOOB7dX8izvnGjRqlJwCpFLTbR6SQrVu3cs8993DWzp28umsX1QtdUP4QMAxYAXwH/BcwCehRdCF168KqVVDSbiSRChTU3T5mdpWZbTOzL81sTDHza5vZAv/8dWbWPBDrFQm01q1bs3LlSqY2agSFih+gAGgKrAL2AY8CNwA7ii4kP9/3HoFICCt3+ZtZdeAZfC+AooGbzCy6yLAhwF7n3IXAn4E/lXe9IhXF8vJokp5O9SLT6wEPA83x/eJcC5wPbCi6AOcgJUVHAUlIC8Qr/0uAL51zXznnDgPzgd5FxvQG5vlvLwIuNzMLwLpFAm/u3DIN+wb4AmhV3EyzMi9HxAuBKP8mwL8K3d/ln1bsGOdcAb6/mhsFYN0igZeefvxRPUUcAX4HDAZaFjcgPx8yMgKfTSRAQupoHzO7w8zSzCztuEPuRIJl374Tzj4GDAJqAU+faKCuMywhLBDl/zW+98F+dp5/WrFjzKwGUB/4tuiCnHOznXPxzrn4yMjIAEQTOQX165c4y+F7A+sb4E2g5omW06BBQGOJBFIgyj8VaGFm55tZLeBGYGmRMUvx/YUMcD3woQvVY0xFYmOhTp1iZyUD2cAyIOJEy4iIgJiYwGcTCZByl79/H/7dwHJ8vxdvOOcyzWyCmfXyD3sRaGRmXwL3AscdDioSMpKSip38T+B5YDNwNnCa/+u14gY7V+JyREJBjUAsxDmXAqQUmTa+0O2DQP9ArEukwjVu7PusnsWL/+PM3mb4dvuU5ijwz5Ytadaw4XGHi4qEipB6w1ckZIwd69t1cyrq1OFx50hISGD16tWBzSUSICp/keIkJMDUqb6PajgZdetSfdo0Xti0iVGjRjFgwAAGDRrE7t27KyanyClS+YuUJDn5lyeA0s5JNPONmzoVkpMxMwYOHEhOTg5NmjQhJiaGJ554gsOHDwcnu0gpVP4iJ5Kc7PuQtr59fUcAFd0VFBHhm963r29ccvJ/zD7ttNOYPHkya9as4aOPPiI2Npbly5cH8R8gUjx9qqdIWeXl+T6yISPDdwJXgwa+wzmTkqAM56U453j77bcZOXIkMTExTJs2jQsuuKDCY0t4Keuneqr8RYLs4MGDTJs2jWnTpjFs2DDGjBlD3ZN9b0GkBLqSl0iIqlOnDvfffz+bNm3iiy++ICoqioULFxKqL8SkalL5i3ikadOmzJ8/n3nz5jFhwgS6detGZmam17EkTKj8RTyWmJjIpk2b6NOnD4mJiYwcOZLvv//e61hSxan8RUJAjRo1GD58OFlZWfz0009ERUXx0ksvcezYMa+jSRWl8hcJIZGRkbzwwgssW7aM2bNn06FDB9avX+91LKmCVP4iISg+Pp41a9aQnJxM7969GTJkCLm5uV7HkipE5S8SoqpVq0ZSUhI5OTmcccYZtGrVihkzZnDkyBGvo0kVoPIXCXH169fnySef5JNPPuHtt98mLi6ODz/80OtYUsmp/EUqiaioKN5//30mTJjArbfeSv/+/dm5c6fXsaSSUvmLVCJmRr9+/cjKyqJVq1bExcUxceJEDpZywXmRolT+IpVQ3bp1efjhh9mwYQObN28mOjqaJUuW6CxhKTOVv0gl1rx5c958802ef/55xowZQ48ePdi2bZvXsaQSUPmLVAFXXHEF6enpdO/enY4dO/I///M//PDDD17HkhCm8hepImrWrMm9997L1q1byc3NpWXLlrz66qvaFSTFUvmLVDFnn302c+fOZdGiRUyfPp1OnTqxceNGr2NJiFH5i1RRHTp0YN26dSQlJdGjRw/uvPNOvv32W69jSYhQ+YtUYdWrV+f2228nJyeHmjVrEhUVxbPPPsvRo0e9jiYeU/mLhIEGDRowc+ZMVqxYwYIFC2jXrh2ffvqp17HEQyp/kTASGxvLxx9/zJgxYxg4cCC/+93v+Prrr72OJR5Q+YuEGTPjxhtvJCcnh+bNm9OmTRsmT57MoUOHvI4mQaTyFwlT9erV47HHHmPt2rWsXr2amJgYUlJSvI4lQaLyFwlzF154IcuWLWP69OmMGDGCnj178ve//93rWFLBVP4iAsDVV1/N1q1b6dixI+3bt2fcuHH89NNPXseSCqLyF5H/V7t2bcaMGcOWLVv4xz/+QVRUFAsWLNBZwlWQyl9EjtOkSRNef/11Xn31VR5//HG6du1KRkaG17EkgFT+IlKizp07s2HDBvr378/ll1/OPffcw969e72OJQGg8heRE6pRowbDhg0jKyuLw4cPExUVxZw5c3SWcCWn8heRMjnzzDN57rnnSElJ4S9/+Qvt27dn7dq1XseSU6TyF5GT0rZtWz777DNGjBhBv379SEpKYs+ePV7HkpNUrvI3s4Zm9oGZbfd/b1DCuPfM7Hsze7s86xOR0GBmDBo0iJycHCIjI2ndujXTpk3jyJEjXkeTMirvK/8xwErnXAtgpf9+cZ4ABpVzXSISYn71q1/xxBNP8Nlnn7F8+XLatGnDihUrvI4lZVDe8u8NzPPfngf0KW6Qc24loGvKiVRRLVu25L333uPxxx/n9ttv57rrrmPHjh1ex5ITKG/5n+Wc2+2/vQc4qzwLM7M7zCzNzNLy8vLKGU1EgsnM6NOnD1lZWbRp04Z27drxyCOPkJ+f73U0KUap5W9mK8xsazFfvQuPc75TAMt1GqBzbrZzLt45Fx8ZGVmeRYmIRyIiIhg/fjwbN25k69atREdH89Zbb+ks4RBTavk757o551oX87UE+MbMzgHwf8+t6MAiUjk0a9aMhQsXMmfOHB544AG6d+9Odna217HEr7y7fZYCg/23BwNLyrk8EaliLr/8cjZv3sw111xD586due+++9i/f7/XscJeect/MnCFmW0HuvnvY2bxZjbn50Fm9imwELjczHaZ2ZXlXK+IVCI1a9Zk5MiRbN26lb1799KyZUvmzZvHsWPHvI4WtixU98PFx8e7tLQ0r2OISAVYt24dw4cPp0aNGsycOZN27dp5HanKMLMNzrn40sbpDF8RCbqfPxpiyJAhXHPNNdxxxx3oCL/gUvmLiCeqVavGkCFDyMnJISIigujoaJ5++mkKCgq8jhYWVP4i4qkzzjiDGTNm8NFHH/G3v/2Ntm3bsmrVKq9jVXkqfxEJCa1bt2blypU8+OCDDBo0iBtvvJFdu3Z5HavKUvmLSMgwM/r37092djYtWrSgTZs2PP744xw6dMjraFWOyl9EQk69evWYOHEiqamprFu3jlatWvH22/pQ4EBS+YtIyLrgggtYsmQJTz/9NPfddx/XXHMN27dv9zpWlaDyF5GQd9VVV5GRkUFiYiIdOnRg7Nix/Pjjj17HqtRU/iJSKdSqVYvRo0eTnp7Orl27iIqK4q9//as+MO4UqfxFpFI599xzeeWVV5g/fz5TpkwhMTGRLVu2eB2r0lH5i0il1LFjR9LS0rjpppvo3r07d911F999953XsSoNlb+IVFrVq1fnzjvvJCsrC+ccUVFRPP/88xw9etTraCFP5S8ilV6jRo149tlnWb58Oa+++iqXXHIJa9as8TpWSFP5i0iVcfHFF/PJJ59w3333ccMNN/D73/+e3bt3l/7AMKTyF5EqxcwYOHAg2dnZnHvuucTExDB16lQOHz7sdbSQovIXkSrp9NNPZ/LkyaxZs4YPP/yQ2NhYli9f7nWskKHyF5Eq7Te/+Q3vvPMOTzzxBMOGDaNPnz784x//8DqW51T+IlLlmRk9e/YkMzOThIQE4uPjGT9+PAcOHPA6mmdU/iISNurUqcO4cePYvHkz27ZtIyoqikWLFoXlWcIqfxEJO02bNmXBggXMnTuXRx55hG7dupGZmel1rKBS+YtI2OrSpQubNm2id+/eJCYm8oc//IF9+/Z5HSsoVP4iEtZq1KjBPffcQ2ZmJj/++CMtW7bkL3/5C8eOHfM6WoVS+YuIAI0bN+aFF15g6dKlPP/883To0IH169d7HavCqPxFRApJSEhgzZo1JCcn07t3b4YMGUJubq7XsQJO5S8iUkS1atVISkoiJyeH+vXr06pVK2bMmEFBQUHpD87NhSlT4OaboWdP3/cpUyAvr+KDnwQL1UOc4uPjXVpamtcxRETIysrinnvuYc+ePcycOZMuXbocPyg1FSZNgnff9d0/ePCXeRER4Bz06AFjx0JCQoVlNbMNzrn40sbplb+ISCmio6P54IMPeOSRR7jlllu44YYb2Llz5y8DZs2CxERYvNhX+oWLHyA/3zdt8WLfuFmzghm/WCp/EZEyMDOuu+46srKyiIqKIi4ujkcffZQjTz0Fo0bBgQO+V/fA00A8UBtIKrwQ53zjRo3y/AlA5S8ichLq1q3LI488QlpaGvtXruTIyJG+Qi/kXOAB4NaSFvLzE4CHu7ZV/iIip+D8889nSoMG1ClmXj+gD9DoRAvIz/e9R+ARlb+IyKnIzYV336XaqR404xykpHh2FJDKX0TkVMydW/5lmAVmOadA5S8icirS048/qudk5edDRkZg8pwklb+IyKkI1AfA7d0bmOWcpHKVv5k1NLMPzGy7/3uDYsZcbGafm1mmmaWb2YDyrFNEJCTUr1/irALgIHDU/3XQP61YDY6rzaAo7yv/McBK51wLYKX/flEHgN8751oBVwHTzeyMcq5XRMRbsbFQp7hjfeBRIAKYDLzqv/1ocQMjIiAmpqISnlC5Pt7BzLYBic653WZ2DvCxc+6iUh6zBbjeObf9ROP08Q4iEtJyc6FZs/Lt969TB3buhMjIgMUK1sc7nOWc2+2/vQc4q5RQlwC1gL+Xc70iIt5q3Nj3WT1mp/Z4M7j66oAW/8moUdoAM1sBnF3MrHGF7zjnnJmV+GeE/y+DV4DBzrlir5JgZncAdwD8+te/Li2aiIi3xo6F5cuPO8O3TCIifI/3SKmv/J1z3ZxzrYv5WgJ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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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XhKGev0hD5s6F3FzYvbvpts557XJzAVjWtSvjxo2jT58+vPXWW5xxxhkxLlbkyCj8RcIpLAwb/DcDK4DPga8BdwH/U7vB7t1UjxvHvFNO4dePPcbAgQPjVbHIEYnKsI+ZDTSzjWa22cymhdl/nJn9KbT//8ysazTOKxIzeXnekE4d04EPgP8CS4B7gDV12rSrqeGZvn0V/JLQIg5/M2sLzAEygVTgRjNLrdNsJFDhnOsOPAT8PNLzisRMebn34q5z9XadDRwXum2hr/fqtGnjHG2XL4cdO2Jbp0gEotHzPx/Y7Jx73zm3F1gADKnTZgjwVOj2M8DlZmZROLdI9OXnN7p7NJAM9AROAQaFa2TW5HFE/BSN8D8N+KjW/a2hbWHbOOf2A5XASXUPZGZ3mFmRmRXtUK9J/FJcXH9WTy2/AXYBq4CrOfRM4DBVVVBSEpPyRKIhoaZ6OufmOecynHMZnZvxphmRmKisbLJJW+CbeD2duQ01qqiIXk0iURaN8P8Y6FLr/umhbWHbmNkxQAfg31E4t0j0dejQ7Kb7qT/m/4WOHaNRjUhMRCP8C4EeZnaWmbUDbsCbCFHbEmBE6Pa1wKvOhXk1TSQRpKdD+/b1NpfjvaD1GXAAWA78Ebg83DGSkiAtLYZFikQm4vAPjeGPxftdKAP+7Jxbb2YzzWxwqNkTwElmthnIAepNBxVJGFlZhOuZGN4Qz+lARyAX+BUwOExbnIOsrFhVKBKxqLzJyzm3FFhaZ9uPa92uBq6LxrlEYq1oyxY+S0riW9XV1P7wxM7A6805gBkMGtSsxd5E/JJQL/iK+Gn79u2MHDmSq666il1jx9ImOfnoDpSU5C3yJpLAFP4SeHv37uXBBx+kd+/edOzYkQ0bNnDVzJnY7NlwpH8AkpNh9mzIyIhNsSJRorV9JNCWLVvGpEmT6NatG3//+99JSUk5tDM72/uem+vN229sjoKZ1+OfPfvQ40QSmMJfAmnTpk1MmjSJd999l4ceeojvfve74RtmZ3tr9OflwdKlXsjXXvMnKcn7ozBokDfUox6/tBAKfwmUXbt28dOf/pQnnniCu+66i4ULF3LccWHfo3tIRgYsXOit1ZOf771zt6LCm8eflubN6tGLu9LCKPwlEGpqapg/fz4//OEPueKKKygpKeGUU045soN07gxTpsSmQJE4U/hLq1dQUMC4ceMAWLRoEf379/e5IhH/abaPtFrbtm0jKyuLoUOHMnr0aFavXq3gFwlR+Eurs3fvXmbNmkVaWhonn3wyGzZsYMSIEbRpo//uIgdp2EdalRdffJFJkyaRkpLC6tWr6dGjh98liSQkhb+0Chs3bmTSpEm89957PPzww2RmZvpdkkhC0/NgadEqKyvJzc3loosu4vLLL6ekpETBL9IMCn9pkWpqanjyySfp2bMnFRUVrF+/nsmTJ9OuXTu/SxNpETTsIy3O6tWrGT9+PMceeyzPP/88GXpXrcgRU/hLi/Gvf/2LadOm8eqrr/LAAw9w0003aQaPyFHSb44kvD179vDAAw+Qnp7OaaedRllZGTfffLOCXyQC6vlLwnLO8fzzz5OTk8PZZ5/Nm2++Sffu3f0uS6RVUPhLQiorK2PixIls2bKF3/zmN1x55ZV+lyTSquh5sySU//znP0yaNImLL76YzMxMiouLFfwiMaDwl4Rw4MABHn/8cXr16sXnn3/O+vXrmThxIscee6zfpYm0Shr2Ed+98cYbjB8/nqSkJF544QX69u3rd0kirZ7CX3yzdetWpk6dyt/+9jd+/vOfc+ONN2JmfpclEgga9pG4q66u5v7776dPnz6cddZZlJWVcdNNNyn4ReJIPX+JG+ccixcvZvLkyfTp04eCggK6devmd1kigaTwl7goLS1lwoQJbNu2jXnz5jFgwAC/SxIJNA37SExVVFQwYcIELrnkEgYPHszatWsV/CIJQOEvMXHgwAF+97vf0bNnT/bs2UNpaSnjxo3jmGP0ZFMkEeg3UaJu1apVjB8/nhNOOIHly5fTp08fv0sSkToU/hI1H330EVOmTOEf//gHs2bNYvjw4ZrBI5KgFP4C5eWQnw/FxVBZCR06QHo63HordO7c5MOrqqqYPXs2v/rVrxg7dixPPvkkycnJsa9bRI6awj/ICgshLw+WLfPuV1cf2rdoEcyYAZmZMH069OtX7+HOORYtWkRubi59+/ZlzZo1dO3aNT61i0hEFP5BNXcu5OZCVRU4V39/VZX3ffFiWL4cZs+G7OwvdpeUlDBhwgR27NjBk08+ybe//e04FS4i0aDZPkF0MPh37w4f/LU557XLzYW5c9m5cydjx47l8ssv55prruHtt99W8Iu0QBGFv5l9xcxeNrNNoe8dG2j3VzP7j5m9EMn5JAoKCw8Ff8geYCRwJnAC0AdYVvdxu3ezb+JEbujeHeccZWVljBkzRlM3RVqoSHv+04AVzrkewIrQ/XBmAT+I8FwSDXl5h4Z0QvYDXYDXgUrgp8Bw4IM6D227dy9/Oe885syZw0knnRSHYkUkViIN/yHAU6HbTwFDwzVyzq0AdkV4LolUebn34m6doZ7jgXuBrnj/Ib4HnAWsqfPwNkCHN96AHTtiXqqIxFak4X+yc25b6PYnwMkRHk9iKT+/Wc22A+8CZ4fbadbs44hI4mpywNbMXgG+FmbX3bXvOOecmTXx6mGT57oDuAPgjDPOiORQEk5x8eHTOcPYB3wfGAH0DNegqgpKSqJfm4jEVZPh75xrcBUuM9tuZqc457aZ2SlAeSTFOOfmAfMAMjIyIvpDImFUVja6uwbvhZl2wK8ba1hREb2aRMQXkQ77LMHrJBL6/lyEx5NY6tChwV0Ob8bPdmAh0Ogn53YMO6lLRFqQSMP/AeAKM9sEDAjdx8wyzOzxg43MbBXwF+ByM9tqZt+J8LxyNNLToX37sLuygTLgeSCpsWMkJUFaWvRrE5G4MtfUm3x8kpGR4YqKivwuo3UpL8edeSZWZ9z/Q7yZPsdx+Djg7/DG/w/Tvj1s2dKsNX9EJP7MbI1zLqOpdnqHToCs2riR/e3bc3F1NW1rbT8Tb9inSWYwaJCCX6QV0PIOAfD+++9z3XXX8f3vf589OTm0OdoVN5OSvEXeRKTFU/i3YpWVlUydOpV+/fpxzjnnsGHDBgb+6EfY7NlwpH8AkpO9xd0ymnw2KSItgMK/Fdq/fz+//e1vSUlJYceOHZSUlHDPPfccWmM/O9sL8uRkbyinMWaHgr/Wqp4i0rJpzL+Veemll5g8eTKdOnVi2bJlnHvuueEbZmd7a/Tn5cHSpV7I117zJynJWwZi0CBvqEc9fpFWReHfSpSVlZGbm8u7777LrFmzGDJkSNMfoZiRAQsXemv15Od779ytqPDm8aelQVaWXtwVaaUU/i3cv//9b+69914WLFjA9OnTefbZZ2nXrt2RHaRzZ5gyJTYFikhC0ph/C7V3714eeughevbs+cX6+jk5OUce/CISSOr5tzDOOZ577jmmTJnC17/+dV5//XVSU1P9LktEWhiFfwuydu1acnJyKC8vZ86cOVx55ZV+lyQiLZSGfVqAbdu2MXLkSAYOHMjw4cNZu3atgl9EIqLwT2BVVVXcf//9pKWlcdJJJ7Fx40ZGjRqlz80VkYgpRRKQc44FCxYwbdo0+vXrR0FBAd26dfO7LBFpRRT+CWb16tXk5OSwb98+5s+fz8UXX+x3SSLSCmnYJ0F8+OGH3HjjjVx33XVkZ2dTUFCg4BeRmFH4+2zXrl3cfffdnHfeeaSkpLBx40ZuueUW2rTRj0ZEYkcJ45MDBw7wxBNPkJKSwtatW3nnnXe49957Of744/0uTUQCQGP+Pnj11VfJycnhhBNOYMmSJWRo0TQRiTOFfxxt2rSJ3NxcSkpK+MUvfsE111zT9OJrIiIxoGGfOKioqGDSpElccMEFXHTRRZSWlnLttdcq+EXENwr/GNq3bx+PPvooKSkpVFVVUVpayl133UX79u39Lk1EAk7DPjHgnGPp0qXk5ubSpUsXVqxYQVpamt9liYh8QeEfZSUlJUyePJmPPvqIBx98kMzMTA3viEjC0bBPlJSXl3PnnXcyYMAABg8eTHFxMYMGDVLwi0hCUs8foLzc+xjD4mKorIQOHSA9HW69tcmPMayurubhhx9m1qxZ3HLLLWzYsIGOHTvGp24RkaMU7PAvLPQ+wHzZMu9+dfWhfYsWwYwZkJnpfYB5v36HPdQ5xzPPPMPUqVNJT09n9erV9OjRI47Fi4gcveCG/9y5kJsLVVXgXP39VVXe98WLYflymD0bsrMBKCwsJCcnh127dvHEE0/w7W9/O46Fi4hELpjhfzD4d+9uuq1zXrvcXCoqKpiwYQMrVqzgvvvuY8SIEbRt2zb29YqIRFnwXvAtLAwb/DuBYcDxwJnA/9Z93O7dHHf33XzjmGPYsGEDt912m4JfRFqs4PX88/IODenUMgZoB2wH1gLfBc4Bzq7VJsmM0ZWVcMIJ8ahURCRmgtXzLy/3XtytM8b/ObAQuA/4EvBNYDAwv87DzTlYuhR27IhHtSIiMROs8M/PD7v5XbynQF+vte0cYH24xmYNHkdEpKUIVvgXFx8+nTPkM+DEOts6ALvCHaOqCkpKol+biEgcRRT+ZvYVM3vZzDaFvtd7d5OZ9TGz1Wa23syKzez6SM4ZkcrKsJu/BPy3zrb/Ag2O7FdURK8mEREfRNrznwascM71AFaE7te1G7jFOXc2MBD4lZl9OcLzHp0OHcJu/jqwH9hUa9s7HP5i72H0Dl4RaeEiDf8hwFOh208BQ+s2cM6965zbFLr9L6AcaHzNhFhJT4cwyykfD1wN/Bjvxd83gOeAH4Q7RlISaIVOEWnhIg3/k51z20K3PwFObqyxmZ2PN6PyvQjPe3Syshrc9RugCvgqcCMwlwZ6/s41ehwRkZagyXn+ZvYK8LUwu+6ufcc558wszDoJXxznFLzZkyOcczUNtLkDuAPgjDPOaKq0I/fVr3pr9SxeXG+651eAxU093gwGDWpysTcRkURnLty6Ns19sNlG4FLn3LZQuK90zqWEaXcisBL4mXPumeYcOyMjwxUVFR11bQ0qLIRLL23e0g51JSfD66+DPnBdRBKUma1xzjUZUpEO+ywBRoRuj8AbKq9bSDvgWeDp5gZ/TPXr5y3Slpx8ZI9LTvYep+AXkVYg0vB/ALjCzDYBA0L3MbMMM3s81GY4cDGQZWZrQ199IjxvZLKzD/0BaOrDVswOBX9oVU8RkZYuomGfWIrZsE9tRUXeWj9Ll3ohX3vNn6Qk73WBQYO89fzV4xeRFqC5wz7BW9ittowMWLjQW6snP997525FhTePPy3Nm9WjF3dFpBUKdvgf1LkzTJnidxUiInETrLV9REQEUPiLiASSwl9EJIAU/iIiAaTwFxEJIIW/iEgAKfxFRAJI4S8iEkAKfxGRAFL4i4gEkMJfRCSAFP4iIgGk8BcRCSCFv4hIACn8RUQCSOEvIhJACfsxjma2A/jQh1N3Aj714byJTNekPl2T+nRN6vPjmpzpnGvyIwgTNvz9YmZFzfn8yyDRNalP16Q+XZP6EvmaaNhHRCSAFP4iIgGk8K9vnt8FJCBdk/p0TerTNakvYa+JxvxFRAJIPX8RkQAKdPib2XVmtt7MasyswVfkzWygmW00s81mNi2eNfrBzL5iZi+b2abQ944NtDtgZmtDX0viXWc8NPWzN7PjzOxPof3/Z2Zd419lfDXjmmSZ2Y5a/zf+x48648XMnjSzcjNb18B+M7NHQter2MzOi3eN4QQ6/IF1wNXA3xpqYGZtgTlAJpAK3GhmqfEpzzfTgBXOuR7AitD9cKqcc31CX4PjV158NPNnPxKocM51Bx4Cfh7fKuPrCH4f/lTr/8bjcS0y/vKBgY3szwR6hL7uAObGoaYmBTr8nXNlzrmNTTQ7H9jsnHvfObcXWAAMiX11vhoCPBW6/RQw1Mda/NScn33ta/UMcLmZWRxrjLcg/j40yjn3N2BnI02GAE87z5vAl83slPhU17BAh38znQZ8VOv+1tC21uxk59y20O1PgJMbaNfezIrM7E0za41/IJrzs/+ijXNuP1AJnBSX6vzR3N+Ha0JDHM85DjJ0AAABt0lEQVSYWZf4lJawEjJDjvG7gFgzs1eAr4XZdbdz7rl415MoGrsute8455yZNTQl7Ezn3Mdm1g141cxKnHPvRbtWaXGeB/7onNtjZnfiPTO6zOeapI5WH/7OuQERHuJjoHbP5fTQthatsetiZtvN7BTn3LbQ09PyBo7xcej7+2a2EjgXaE3h35yf/cE2W83sGKAD8O/4lOeLJq+Jc672v/9x4BdxqCuRJWSGaNinaYVADzM7y8zaATcArXJmSy1LgBGh2yOAes+QzKyjmR0Xut0JuAgojVuF8dGcn33ta3Ut8Kpr3W+eafKa1BnPHgyUxbG+RLQEuCU06+cbQGWtYVX/OOcC+wUMwxt/2wNsB5aHtp8KLK3VbhDwLl6v9m6/647DdTkJb5bPJuAV4Cuh7RnA46HbFwIlwDuh7yP9rjtG16Lezx6YCQwO3W4P/AXYDBQA3fyuOQGuSR6wPvR/4zWgp981x/h6/BHYBuwL5clIYBQwKrTf8GZIvRf6Xcnwu2bnnN7hKyISRBr2EREJIIW/iEgAKfxFRAJI4S8iEkAKfxGRAFL4i4gEkMJfRCSAFP4iIgH0/wF3q/HON1/SHAAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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yzzcSdAeJ1E5xccVRPWUcBUYBLYCHK2tUWgpbt0a/NpEGLCrhL1JvqrgrmBOM+PmY4MyjeVX72bcvqmWJNHQKf0lsrVtXuiqboJ/xL0BKdftJS4teTSKNQEIN9RSpID0dWrWqsPgD4L+BLcCpwLdCjyfD7SMlBbp2rcciRRoehb8ktqyssIvPJOj2OQh8Xubxk3CN3Svdj0iyUvhLYjv55GCuHrM6bX4EeL1NGz4+qplFRMpS+EvimzQp6Lqpgyapqbw2YADp6ek8/vjjuoOYSIjCXxJfZibk5kJqau22S03FcnP52R/+wAsvvMDcuXO5+OKLeffdd+unTpEGROEvDUN29tcfANV1AZkF7XJzg+2AHj168NprrzF06FAuuOACZsyYwaFDh2JQuEhiUvhLw5GdDatXw/DhwQig8l1BKSnB8uHDg3ah4D+mWbNm/Od//iebNm1i7dq1nHfeeWzYsCGGfwCRxBHxzVzqi27mIlXasyeYsmHr1uACrrS0YDhnVhbUYFJAd2fRokWMHz+eq6++munTp/Ptb3+73ssWqW81vZmLwl+S2t69e/nFL37BSy+9xMMPP8zQoUPjXZJIRGJ5Jy+RBuvEE0/k97//PfPnzycnJ4err76ajz76KN5lidQ7hb8IMGDAAN588006d+5Mt27deOSRRziqawOkEVP4i4SkpKRw7733snLlSubNm0e/fv14++23412WSL1Q+IuU07VrV9atW8eIESO46KKLuOuuu/jiiy/iXZZIVCn8RcJo2rQpt9xyC2+88QabN2+mR48erF27Nt5liUSNwl+kCu3ataOgoIB77rmHa665huzsbP75z3/GuyyRiCn8RaphZlx11VVs374dd+fcc89lyZIlmidIGrSohL+ZXW5mO8zsPTObGGZ9SzNbFFq/wcw6ROO4IrF0wgkn8Lvf/Y5FixYxefJkhg8fzu7du+NdlkidRBz+ZtYUmAsMBM4BRprZOeWa3QDsc/fvAg8AsyI9rki89OnThy1bttCjRw969OjBww8/zJEjR+JdlkitROPMvxfwnru/7+6HgKeAYeXaDAPmh54vBi42q+ME7SIJoGXLlkydOpU1a9awaNEi+vTpw1bdJF4akGiE/+nArjKvd4eWhW3j7oeB/cBJUTi2SFydffbZrF69muuvv54f/OAHTJ48mYMHD8a7LJFqJdQXvmY21syKzKxoz5498S5HpEaaNGnC2LFjKS4uZseOHaSnp7Nq1ap4lyVSpWiE/4fAGWVetwstC9vGzJoBrYFPy+/I3R9x9wx3z2hbg5kZRRLJaaedxjPPPENubi6jRo3ixhtvZO/evfEuSySsaIT/RqCjmZ1lZi2AEcCycm2WAaNDz/8NeNk1Tk4aqaFDh7J9+3ZSUlI499xzeeqppzQsVBJOxOEf6sO/FVgBvA087e7bzexuMzs2P+7vgZPM7D3gNqDCcFCRxuT444/noYce4tlnn2X69OkMHjyYDz74IN5liXwlKn3+7l7o7p3c/V/dfXpo2RR3XxZ6ftDdr3b377p7L3d/PxrHFUl0559/Pps2baJ3796cd955PPDAAxoWKgkhob7wFWmMWrRowX/913+xfv16/vznP3P++eezZcuWeJclSU7hLxIjHTt2ZOXKlYwbN47LLruMCRMmcODAgXiXJUlK4S8SQ2bG9ddfT3FxMbt27aJr16689NJL1W9YUgKzZ8N118GQIcHP2bODexmL1IHu4SsSR4WFhYwbN46LLrqIX/3qV7Rp0+abDTZuhJkzYfny4HXZC8hSUsAdBg6ESZMgMzN2hUvC0j18RRqAQYMGsW3bNtq0acP3vvc9nnjiia+HheblQf/+UFAQhH75K4dLS4NlBQVBu7y8WJcvDZjO/EUSRFFRETfddBNt27blyb59aXvffVCb7wRSUyE3F7Kz669ISXg68xdpYDIyMnj99dcZ1aULx02ZUiH4rwNOA44HOgGPld/BgQOQkwM6aZIaUPiLJJDmzZszavduUsJMejsJ+B/gM4JL5icDm8o3Ki0NviMQqYbCXySRlJTA8uVYmO7Yc4GWoecWevytfCN3KCzUKCCplsJfJJHk51e5ehyQCnQh6AIaFK6RWbX7EVH4iySS4uKKo3rK+C3wf8ArwJV8/T+BbygtBd1YRqqh8BdJJPv3V9ukKdCH4K5JlQ7u3LcvejVJo6TwF0kkrVvXuOlhwvT5H5OWFo1qpBFT+IskkvR0aNWqwuISgptjfw4cIZg/fSFwcbh9pKRA1671WKQ0Bgp/kUSSlRV2sRF08bQD0oAc4NfA0HCN3Svdj8gxzeJdgIiUcfLJwVw9BQVBiIe0BVbXYPMjwIG+ffm2boMq1dCZv0iimTQp6Lqpg6PNmzP89deZO3eubh0pVVL4iySazMxgjp7U1Nptl5pK8wcfZO6GDcyfP5/LL7+cDz/8sH5qlAZP4S+SiLKzv/4ACDPVwzeYfWNSt86dO7Nu3TouvPBCevTowaJFi2JTszQoEYW/mZ1oZi+Z2buhn2HHl5nZC2b2TzN7LpLjiSSV7GxYvRqGDw9GAJXvCkpJCZYPHx60KzObZ/PmzZk6dSrPP/88U6dO5dprr2Wfxv5LGZGe+U8EVrp7R2Bl6HU49wOjIjyWSPLJyIAlS+Dvf4e77oJRo2Dw4ODnXXcFy5csCdqFkZmZyebNmznppJNIT0+v2V3DJClENJ+/me0A+rv7R2Z2GrDK3TtX0rY/kOPug2uyb83nLxJdL730EmPGjOFHP/oRs2bNIrW23ylIgxCr+fxPcfePQs//AZwS4f5EpJ5ceumlFBcX8+mnn9KzZ082btwY75IkjqoNfzP7i5ltC/MYVradB/+FiGhsmZmNNbMiMyvaoylpRaIuLS2NBQsWcNddd3HFFVcwbdo0vvzyy3iXJXFQbfi7+yXu/r0wj6XAx6HuHkI/SyIpxt0fcfcMd89oq4tUROrNNddcwxtvvMH69evp3bs3O3bsiHdJEmORdvssA0aHno8Glka4PxGJkdNPP50XXniB0aNH07t3b10YlmQiDf/7gEvN7F3gktBrzCzDzL66xaiZvQI8A1xsZrvN7LIIjysiUWBm3HLLLaxbt04XhiWZiMLf3T9194vdvWOoe2hvaHmRu99Ypl1fd2/r7inu3s7dV0RauIhET/kLw5566ql4lyT1TFf4igjwzQvDpk2bxsiRI9m7d2+8y5J6ovAXkW84dmFY27Zt6datGy+++GK8S5J6oPAXkQpSU1P5zW9+w7x587jhhhu49dZbOXDgQLzLkihS+ItIpY5dGLZv3z569OihC8MaEYW/iFQpLS2NJ598krvvvpvBgwfrwrBGQuEvIjVyzTXXsHnzZl577TUuvPBC3nnnnXiXJBFQ+ItIjZ1++uksX76c66+/nj59+vDQQw9x9OjReJcldaDwF5FaMTPGjRvHq6++yh//+EddGNZAKfxFpE46derEunXr6Nu3Lz169GDhwoXxLklqQeEvInXWrFkzfvnLX1JYWMjdd9/NiBEjdGFYA6HwF5GIZWRksHnzZk455RTS09NZsUIzuCQ6hb+IREVKSgoPPvgg+fn53HTTTbowLMEp/EUkqi655BLefPPNry4Me/311+NdkoSh8BeRqDt2Ydg999zDkCFDmDp1qi4MSzAKfxGpNz/+8Y9544032LBhQ80uDCspgdmz4brrYMiQ4Ofs2aDbukadwl9E6tV3vvMdli9fzpgxY+jTpw+/+c1vKl4YtnEjXHklnHkmTJ0KTz4Jzz0X/Jw2Ddq3D9ZrbqGoUfiLSL0zM7Kzs1m/fj0LFizgsssuY/fu3cHKvDzo3x8KCuDgweBRVmlpsKygIGiXlxfr8hslhb+IxEzHjh1Zu3Yt/fr1o2fPnrw+ZgyekwMHDkDo/sH9gVbAt0KPzsc2dg/a5eToAyAKIgp/MzvRzF4ys3dDP9PCtOluZuvNbLuZFZvZNZEcU0QatmbNmjF58mRW5+bSNT8fCzMc9GHg89BjR/mVxz4Aiorqv9hGLNIz/4nASnfvCKwMvS7vAPDv7n4ucDnwazM7IcLjikgDd3ZBAa3qunFpKcycGc1ykk6k4T8MmB96Ph/4UfkG7r7T3d8NPf9foARoG+FxRaQhKymB5cuxUFdPeZOANkBvYFW4Bu5QWKhRQBGINPxPcfePQs//AZxSVWMz6wW0AP4W4XFFpCHLz6901SzgfeBDYCwwhEoCw6zK/UjVmlXXwMz+ApwaZtWdZV+4u5tZ+I/xYD+nAU8Ao9097ATgZjaW4PdN+/btqytNRBqq4uKKo3pCvl/m+WhgIVAI/Ef5hqWlsHVrvZSXDKoNf3e/pLJ1ZvaxmZ3m7h+Fwr2kknbHA88Dd7r7a1Uc6xHgEYCMjIxKP0hEpIHbv7/GTQ2oNAz27YtGNUkp0m6fZQQfzoR+Li3fwMxaAM8Cf3D3xREeT0Qag9atwy7+J7ACOAgcBp4E1hCMFAkrrcIAQ6mhSMP/PuBSM3sXuCT0GjPLMLPHQm1+DFwEZJnZltCje4THFZGGLD0dWlUc6/MlMJlgREgb4CGgAOgUbh8pKdC1az0W2biZV/Jte7xlZGR4kcbxijROJSXBVA6V9PvXSKtW8Pe/Q1sNHizLzDa5e0Z17XSFr4jE3sknw8CBwYidOjhqBoMGKfgjoPAXkfiYNCnouqmDg8D0o0d1s5gIKPxFJD4yMyE3F1JTa7ddaio2Zw7bU1Lo1asX27dvr5/6GjmFv4jET3b21x8A1XUBmQXtcnNJGT+eJ598kttuu41+/frx6KOPkqjfXyYqhb+IxFd2NqxeDcOHB1/ilu8KSkkJlg8fHrTLzgaCaaLHjBnDK6+8wkMPPcTIkSPZX4vrB5KdRvuISOLYsyeYsmHr1uACrrS0YDhnVlaVX+6WlpZy++23s2LFChYuXEivXr1iVnKiqeloH4W/iDQaS5YsITs7mwkTJjB+/HiaNEm+zg0N9RSRpHPVVVfx+uuvs3jxYgYPHswezfpZKYW/iDQqHTp0YM2aNXTr1o0ePXrw8ssvx7ukhKTwF5FGp3nz5sycOZN58+Zx3XXX8ctf/pLDhw/Hu6yEovAXkUbrhz/8IZs3b+a1115jwIAB7Nq1K94lJQyFv4g0aqeeeiorVqzgiiuuICMjg6VLK0w+nJQU/iLS6DVp0oSJEyfy7LPP8vOf/5yf/exnfPHFF/EuK64U/iKSNC688ELeeOMNPvzwQy644AJ27twZ75LiRuEvIkklLS2NxYsXc9NNN9G7d2+eeOKJeJcUFwp/EUk6ZkZ2djYrV65kxowZZGVl8fnnn8e7rJhS+ItI0kpPT6eoqIgmTZpw3nnnsWXLlniXFDMKfxFJascddxzz5s1jypQpXHrppcydOzcpZghV+IuIAD/5yU949dVXmTdvHldeeSV79+6Nd0n1KqLwN7MTzewlM3s39DMtTJszzWxz6Mbt283s5kiOKSJSXzp27Mirr75Khw4d6NGjB+vWrYt3SfUm0jP/icBKd+8IrAy9Lu8j4AJ37w58H5hoZt+J8LgiIvWiZcuWPPDAAzz88MNcddVVzJgxgyNHjsS7rKiLNPyHAfNDz+cDPyrfwN0PufuxqylaRuGYIiL1bsiQIRQVFbFixQouu+wy/vGPf8S7pKiKNIhPcfePQs//AZwSrpGZnWFmxcAuYJa7/2+ExxURqXft2rXj5Zdfpk+fPvTs2ZMVK1bEu6SoqfZmLmb2F+DUMKvuBOa7+wll2u5z9wr9/mXWfwcoAIa4+8dh1o8FxgK0b9/+vA8++KBGfwgRkfq2atUqRo0axbXXXsu9995L8+bNwzcsKQnuRlZcDPv3Q+vWkJ4O119f5d3IoiUmd/Iysx1Af3f/yMxOA1a5e+dqtpkHFLr74qra6U5eIpJoPvnkE7Kysvjkk09YuHAhZ5111tcrN26EmTNh+fLg9cGDX69LSQF3GDgQJk2CzMx6qzFWd/JaBowOPR8NVJguz8zamVlK6Hka0AfYEeFxRURirk2bNvz5z3/mmmuu4fvf/z7PPPNMsCIvD/r3h4KCIPTLBj9AaWmwrKAgaJeXF+vSK4j0zP8k4GmgPfAB8GN332tmGcDN7n6jmV0KzAEcMOBhd3/RVWypAAAGQ0lEQVSkun3rzF9EEllRUREjRozgrtNO49pNm7DS0ppvnJoKubmQnR31unQDdxGRevb5X/9K80svpWW5oaAPA/nAVmBk6HkFqamwejVkVJvTtaIbuIuI1LNvPfQQLY4erbD8O8BkYExVG5eWBt8RxInCX0SkLkpKYPlyLEzvyZUEFz2dVNX27lBYCHv21FOBVVP4i4jURX5+5Pswi85+6kDhLyJSF8XFFUf11FZpKWzdGp16aknhLyJSF/v3R2c/+/ZFZz+1pPAXEamL1q2js5+0SidFqFcKfxGRukhPh1atwq46DBwEjoQeB0PLKkhJga5d66vCKin8RUTqIiur0lX3AinAfcAfQ8/vDdfQvcr91CeFv4hIXZx8cjBXj1mFVdMIpjQo+5hWvpEZDBoUk8newlH4i4jU1aRJQddNXaSkBNvHicJfRKSuMjODOXpSU2u33bG5faI8tUNtNIvbkUVEGoNjk7Pl5ATj9quaL80sOOOvp0ndakNn/iIikcrODiZpGz48GAFUvisoJSVYPnx40C7OwQ868xcRiY6MDFiyJJirJz8/uHJ3375gHH/XrsGonjh9uRuOwl9EJJratoVf/CLeVVRL3T4iIklI4S8ikoQU/iIiSUjhLyKShCIKfzM70cxeMrN3Qz8rnZ7OzI43s91m9nAkxxQRkchFeuY/EVjp7h2BlaHXlbkHWBPh8UREJAoiDf9hwPzQ8/kEt62swMzOA04BXozweCIiEgWRhv8p7v5R6Pk/CAL+G8ysCTAHyKluZ2Y21syKzKxoT5xuaiwikgyqvcjLzP4CnBpm1Z1lX7i7m1m4SS3GAYXuvtvCTH1abh+PAI8AZGRkVDFBhoiIRKLa8Hf3SypbZ2Yfm9lp7v6RmZ0GlIRpdgHQ18zGAd8CWpjZ5+5e1fcDIiJSj8yrmoGuuo3N7gc+dff7zGwicKK731FF+ywgw91vrcG+9wAf1Lm4umsDfBKH4yYyvScV6T0JT+9LRbF+T85092onEYp0bp/7gKfN7AaCoP4xgJllADe7+4113XFNiq8PZlbk7vGbZDsB6T2pSO9JeHpfKkrU9ySi8Hf3T4GLwywvAioEv7vnA/mRHFNERCKnK3xFRJKQwr+iR+JdQALSe1KR3pPw9L5UlJDvSURf+IqISMOkM38RkSSU1OFvZleb2XYzOxoaoVRZu8vNbIeZvRca0tqo1XTCPjM7YmZbQo9lsa4zFqr73ZtZSzNbFFq/wcw6xL7K2KvB+5JlZnvK/P2o88i/hsLM5plZiZltq2S9mdlvQu9ZsZn1jHWNZSV1+APbgCupYsI5M2sKzAUGAucAI83snNiUFzc1nbCv1N27hx5DY1debNTwd38DsM/dvws8AMyKbZWxV4t/E4vK/P14LKZFxkc+cHkV6wcCHUOPsUBeDGqqVFKHv7u/7e47qmnWC3jP3d9390PAUwQT2jVmNZqwLwnU5Hdf9r1aDFxs1c1j0vAl47+Jarn7GmBvFU2GAX/wwGvACaGZEeIiqcO/hk4HdpV5vTu0rDGrdsK+kFahifheM7PG+AFRk9/9V23c/TCwHzgpJtXFT03/TVwV6t5YbGZnxKa0hJZQWRLpFb4Jr6qJ6dx9aazrSRRRmLAPgsvIPzSzfwFeNrOt7v63aNcqDdKfgYXu/oWZ/ZTgf0c/iHNNUkajD/+qJqaroQ+Bsmct7ULLGrQoTNiHu38Y+vm+ma0CegCNKfxr8rs/1ma3mTUDWgOfxqa8uKn2fQld/X/MY8DsGNSV6BIqS9TtU72NQEczO8vMWgAjgEY5sqWMZcDo0PPRQIX/IZlZmpm1DD1vA/QG3opZhbFRk9992ffq34CXvfFfPFPt+1KuL3so8HYM60tUy4B/D436OR/YX6Z7NfbcPWkfwHCCfrcvgI+BFaHl3yG4B8GxdoOAnQRntXfGu+4YvC8nEYzyeRf4C8FsrQAZwGOh5xcCW4E3Qz9viHfd9fReVPjdA3cDQ0PPWwHPAO8BrwP/Eu+aE+R9mQlsD/39+CvQJd41x+A9WQh8BHwZypUbgJsJJrkEMIJRUn8L/ZvJiGe9usJXRCQJqdtHRCQJKfxFRJKQwl9EJAkp/EVEkpDCX0QkCSn8RUSSkMJfRCQJKfxFRJLQ/weinXIxYeKwpQAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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glPwluRUUeJO05eV5I4AadgVlZHjleXlevYKCH1adfPLJrF69mmHDhjFgwACmTZvGzp074/wPEPGHZvWU1qOuzpuyoarK+wFXVpY3nDM/H5q4uLtp0yauvvpqtm7dyqxZs8jJyYlLyCLR1txZPTXaR1qP7GyYOPGANj3uuONYunQpjz76KIMHD6agoIBbbrmFdu3CTg4hkvTU7SMSZGaMGzeOyspK1q9fT58+fXj99df9DkskJpT8RRro3Lkzzz77LJMnTyYvL48bb7yR7777zu+wRKJKyV8kDDNj1KhRVFdX8+WXX9KzZ0+WLVvmd1giUaPkL9KIDh068PjjjzN9+nTGjh3LVVddxZYtW/wOS6TFlPxFmuG8886jurqatm3bcsopp7Bo0SK/QxJpESV/kWY6/PDDmTFjBvPmzWPixImMHj2aL774wu+wRA6Ikr/IfjrrrLOorKykW7du5OTk8MQTT5Cov5cRiSQqyd/MzjWzd81so5lNCrO+nZktCK7/XzPrFo39ivglIyODe+65h+eff55p06Zx/vnn8+GHH/odlkiztTj5m1ka8GdgKNADuMTMejSoNg7Y7Jz7BXAfcE9L9yuSCAKBABUVFQwcOJDTTjuNkpISTRQnSSEaZ/79gI3OuU3OuX/h3UzpogZ1LgJmB18vBAabNTUTl0hyOPjgg7n11ltZsWIFc+bMITc3l/fee8/vsEQaFY3k/zMgdGL0j4NlYes453YCW4EODRsys6vNrMLMKurq6qIQmkj89OjRg1WrVjFixAgGDhzI1KlTNVGcJKyEuuDrnJvpnAs45wLZusuSJKG0tDRuuOEGysvLWbp0Kf3796eystLvsET2EY3k/wlwTMjy0cGysHXMrA3QHvgqCvsWSUjHHnssL7/8MuPHj2fIkCHcdttt7Nixw++wRH4QjeRfDhxvZseaWVtgDLC4QZ3FwJXB1xcDrzqNjZNWzsz43e9+x7p166iurqZ3796sWbPG77BEgCgk/2Af/nXAS8A7wFPOuRozu8vMLgxWmwV0MLONwO+BfYaDirRWnTt35plnnuHOO+9k+PDh/Pu//zvffvut32FJiotKn79zbolz7gTn3M+dc/8VLLvdObc4+Hq7c26kc+4Xzrl+zrlN0divSLIwM0aOHEl1dTWbN2+mZ8+eLF261O+wJIUl1AVfkdauQ4cOzJ49mxkzZnDVVVcxbtw4Nm/e7HdYkoKU/EV8MHToUKqrq8nIyOCUU07h2Wef9TskSTFK/iI+Oeyww5g+fTrz58/n5ptvZtSoUZooTuJGyV/EZ2eeeSaVlZX8/Oc/Jycnhzlz5jRvorjaWpg6FS6/HC64wHueOtW7kb1IEyxRR1wGAgFXUVHhdxgicbV27VrGjRtHp06deOihh+jSpcu+lcrLYcoUeOEFb3n79h/XZWSAczB0KBQVQd++8QlcEoaZrXXOBZqqpzN/kQRy2mmnUV5ezplnnslpp53GjBkz9p4orqQEcnOhrMxL+qGJH6C+3isrK/PqlZTEM3xJIjrzF0lQ77zzDuPGjaNNmzY88sgjnLBsGRQWwrZtzW8kMxOKi6GgIHaBSkLRmb9IkuvevTt//etfGTlyJOP79eP7G26ImPg3AOnA5Q1XbNvmfWDoREoaUPIXSWBpaWlcf/31lPXvT9r330esNx6I2LtfX+9dIxAJoeQvkuhqazlk5cqI/1nnAz8BBkfa3jlYskSjgGQvSv4iia60NOKqb4Dbgf9pqg2zRtuR1KPkL5Lo1q/fd1RP0G1490g9uqk26uuhqirKgUkya+N3ACLShK1bwxavA14B3mpuO5pDSEIo+YskuvbtwxYvB/4O7PkZ2LfALuBt4M1wG2RlRT00SV7q9hFJdDk5kJ6+T/HVwPt43wDWAdcA5+PdWGMfGRnQs2cMg5Rko+Qvkujy88MWZwJHhTwOxRvrH/bu185FbEdSk5K/SKLr2NGbq8es0Wp3AE+EKXdmcN55kB32Y0FSlJK/SDIoKvK6bg5APfD62WdHNx5Jekr+Ismgb19vjp7MzP3bLjOTDydMYNTUqdxwww3U19fHJj5JOkr+IsmioODHD4AmuoAw+2FSt5P++EcqKyv5/PPPCQQCrFu3Lj7xSkJT8hdJJgUFsGIF5OV5I4AadgVlZHjleXleveBsnllZWcyfP5+ioiKGDBnCtGnT2LVrlw//AEkUmtJZJFnV1XlTNlRVeT/gysryhnPm5zd6cffvf/87v/3tb0lLS2P27NnhbxgjSau5UzrrR14iySo7GyZO3O/NunXrxmuvvca0adMIBAL86U9/4pJLLolBgJLI1O0jkoLS0tKYNGkSL774InfddReXXnopW7Zs8TssiSMlf5EU1qdPH9auXUuHDh049dRTWb58ud8hSZwo+YukuMzMTB544AEefPBBLrvsMm666SZ27Njhd1gSY0r+IgLA0KFDWbduHe+99x79+/enpqbG75AkhpT8ReQH2dnZPPvss1x//fXk5uZy//33s3v3br/DkhhQ8heRvZgZ48aNY82aNcybN4+hQ4fy6aef+h2WRJmSv4iE9Ytf/IJVq1YxcOBAevfuzTPPPON3SBJFSv4iElGbNm2YPHkyixYt4qabbmLs2LF88803foclUaDkLyJNOv3001m3bh1t2rShV69erF692u+QpIWU/EWkWQ499FAefvhh7rvvPkaMGMFtt93G999/73dYcoCU/EVkv1x00UWsW7eOtWvXcsYZZ/Dee+/5HZIcACV/EdlvRx11FM8//zz5+fmcccYZPPTQQyTqJJESnpK/iBwQM+Paa69l5cqVzJw5kwsvvJDa2lq/w5JmalHyN7OfmtlSM9sQfM6KUG+Xma0LPha3ZJ8ikli6d+/OmjVr6NmzJ6eeeirPPfec3yFJM7T0zH8SsMw5dzywLLgcTr1zrlfwcWEL9ykiCaZt27b893//N0899RTXXXcdBQUFfPfdd36HJY1oafK/CJgdfD0bGNbC9kQkiZ155plUVlby3Xff0adPH8rLy/0OSSJoafI/0jn3WfD158CREeqlm1mFmb1uZvqAEGnF2rdvz5w5c7jrrrs4//zz+cMf/sDOnTv9DksaaDL5m9krZlYd5nFRaD3nXeqPdLm/a/C2YpcCfzSzn0fY19XBD4mKurq6/f23iEgCGT16NG+++SbLly9n0KBBbNq0ye+QJESTyd859yvn3ClhHouAL8ysE0DwOeylfufcJ8HnTcByoHeEejOdcwHnXCC7kXuQikhyOProo3n55Ze5+OKL6d+/P6WlpRoSmiBa2u2zGLgy+PpKYFHDCmaWZWbtgq+PAM4A3m7hfkUkSRx00EHceOONLFu2jHvvvZeRI0fy1VdfNb1hbS1MnQqXXw4XXOA9T53q3bheWqylyf9uYIiZbQB+FVzGzAJm9kiwTnegwswqgdeAu51zSv4iKSYnJ4fy8nK6du3Kqaeeyssvvxy+Ynk5DB8OXbvC5Mkwdy4895z3fMcd0KWLt14Xk1vEEvUrWCAQcBUVFX6HISIxsGzZMvLz8xkxYgRTpkwhIyPDW1FSAoWFUF8PjeUmM8jIgOJiKCiIT9BJwszWBq+xNkq/8BWRuBs8eDCVlZV8+umn9O3bl8rKyh8T/7ZtjSd+8NZv2+bVLymJT9CtjM78RcQ3zjmeeOIJ5lx/PUu2bePgBrOE5gKvA22Cyz8D3m3YSGYmrFgBgSZPdlOCzvxFJOGZGVdccQVl/ftzUITpoacD3wYf+yR+8LqIpkyJXZCtlJK/iPirtpZDVq4k7UC3dw6WLNEooP2k5C8i/iotbXR1EbBnjPjySJXMmmxH9qbkLyL+Wr8etm8Pu+oeYBPwCXA1cAHwfriK9fVQVRWrCFslJX8R8dfWrRFX9QcOA9rh/Yr0DGBJpMqbN0c7slZNyV9E/NW+fbOrGpEnECMr7O1EJAIlfxHxV04OpKfvU7wFeAnYDuwE5gIrgXPDtZGRAT17xjDI1kfJX0T8lZ8ftvh74FYgG++C7wNAGXBCuMrORWxHwlPyFxF/dewIQ4d6I3ZCZAPlwD/xvgW8DgwJt70ZnHceaCbg/aLkLyL+Kyryum4OwM6DD/a2l/2i5C8i/uvb15ukLTNzvzbblZ7OnYcfzjWPPEJ9fX2MgmudlPxFJDEUFPz4AdCgC2gfZpCZSdr//A8T33+frVu30r9/f/72t7/FJ9ZWQMlfRBJHQYE3SVtenjcCqGFXUEaGV56X59UrKODwww9n3rx5TJgwgTPPPJPZs2f7E3uS0ayeIpKY6uq8KRuqqrwfcGVlecM58/MjXtytrq5m9OjRnHbaacyYMYNDDz00riEngubO6qnkLyKtynfffceECRNYtWoVCxYsoFevXn6HFFea0llEUtIhhxzCrFmzuP322xkyZAglJSW6aXwYSv4i0ipddtllrF69mpkzZzJy5Ei2bNnid0gJRclfRFqtE044gTVr1tCpUyf69OnDG2+84XdICUPJX0RatfT0dB544AGKi4v5zW9+w7333svu3bv9Dst3Sv4ikhKGDx/OG2+8wcKFC7ngggv48ssv/Q7JV0r+IpIyunXrxsqVKznllFPo3bs3K1as8Dsk3yj5i0hKOfjgg7nnnnt4+OGHGTNmDHfddRe7du3yO6y4U/IXkZR07rnnsnbtWl577TWGDBnCZ5995ndIcaXkLyIpq3PnzrzyyisMGjSIPn368NJLL/kdUtwo+YtISktLS2Py5Mk8+eSTjBs3jqKiIr7//nu/w4o5JX8RESA3N5e33nqLyspKBg0axD/+8Q+/Q4opJX8RkaDs7Gyee+458vLy6NevH2VlZX6HFDNK/iIiIQ466CAmTpzIokWLuPHGG5kwYQI7duzwO6yoU/IXEQnj9NNP58033+STTz5h4MCBbNiwwe+QokrJX0QkgqysLBYuXMi4ceMYOHAg8+bN8zukqGnjdwAiIonMzLj22msZOHAgo0eP5tVXX+X+++8nM9L9hmtrvZvQrF8PW7dC+/aQkwNjx0a8CY0fdOYvItIMvXr1oqKigu3bt9O3b19qamr2rlBeDsOHQ9euMHkyzJ0Lzz3nPd9xB3Tp4q0vL/cl/oaU/EVEmumwww7j8ccfp7CwkNzcXGbNmuXdKKakBHJzoawMtm/3HqHq672ysjKvXkmJH+HvRd0+IiL7wcwYO3Ys/fv3Z/To0fDgg/yupgarr296Y+dg2zYoLPSWCwpiG2wjdOYvInIAevToQfmMGVy+bt0+iX86EADaAfnhNt7zAeDjfcpblPzNbKSZ1ZjZbjOLeMNgMzvXzN41s41mNqkl+xQRSRTp991HuzAzgnYGbgV+19jG9fUwZUqMImtaS8/8q4HhwMpIFcwsDfgzMBToAVxiZj1auF8REX/V1sILL3hdOQ0MB4YBHRrb3jlYsgTq6mIUYONalPydc+84595tolo/YKNzbpNz7l/AfOCiluxXRMR3paUtb8MsOu0cgHj0+f8M+Chk+eNgmYhI8lq/ft9RPfurvh6qqqITz35qcrSPmb0CHBVm1S3OuUXRDMbMrgauBujSpUs0mxYRia6tW6PTzubN0WlnPzWZ/J1zv2rhPj4BjglZPjpYFm5fM4GZAIFAYN+ONBGRRNG+fXTaycqKTjv7KR7dPuXA8WZ2rJm1BcYAi+OwXxGR2MnJgfT0sKt2AtuBXcHH9mDZPjIyoGfPWEXYqJYO9cwzs4+BAcDzZvZSsLyzmS0BcM7tBK4DXgLeAZ5yztVEalNEJCnk50dc9QcgA7gbeCL4+g/hKjrXaDuxZC7MMKVEEAgEXIWPP4AQEWnS8OHelA0HkkfNIC8Pnn46qiGZ2VrnXMTfXe2hX/iKiByooiKv6+ZAZGR42/tEyV9E5ED17QvFxRBpeudIMjO97QJNnqDHjCZ2ExFpiT2TsxUWeuP2G+sCMvPO+IuLfZ3UDXTmLyLScgUFsGKF14efnr5vV1BGhleel+fV8znxg878RUSiIxDwLt7W1XlTNlRVeT/gysryhnPm5yfUnbyU/EVEoik7GyZO9DuKJqnbR0QkBSn5i4ikICV/EZEUpOQvIpKClPxFRFKQkr+ISApS8hcRSUFK/iIiKShhp3Q2szrgHzFo+gh3/tPcAAAGEUlEQVTgyxi02xKJGBMkZlyKqXkUU/MlYlwtiamrc67JnxInbPKPFTOraM5c1/GUiDFBYsalmJpHMTVfIsYVj5jU7SMikoKU/EVEUlAqJv+ZfgcQRiLGBIkZl2JqHsXUfIkYV8xjSrk+fxERSc0zfxGRlNcqk7+ZjTSzGjPbbWYRr5ib2blm9q6ZbTSzSSHlx5rZ/wbLF5hZ2yjE9FMzW2pmG4LPWWHqnG1m60Ie281sWHBdqZl9ELKuVzxiCtbbFbLfxSHlUT9OzY3LzHqZ2Zrg33m9mY0OWRe1YxXpPRKyvl3w374xeCy6hawrCpa/a2a/PtAYDiCm35vZ28HjsszMuoasC/u3jENM+WZWF7Lvq0LWXRn8W28wsyvjGNN9IfG8Z2ZbQtbF6jg9ama1ZlYdYb2Z2f3BmNebWZ+QddE9Ts65VvcAugMnAsuBQIQ6acD7wHFAW6AS6BFc9xQwJvj6QaAgCjFNBSYFX08C7mmi/k+Br4HM4HIpcHGUj1OzYgK+jVAe9ePU3LiAE4Djg687A58BP4nmsWrsPRJS51rgweDrMcCC4OsewfrtgGOD7aTFKaazQ943BXtiauxvGYeY8oHpEd7nm4LPWcHXWfGIqUH964FHY3mcgu2eBfQBqiOsPw94ATDgdOB/Y3WcWuWZv3PuHefcu01U6wdsdM5tcs79C5gPXGRmBpwDLAzWmw0Mi0JYFwXbam6bFwMvOOe2RWHf0YrpBzE8Ts2Kyzn3nnNuQ/D1p0AtEO175IV9jzQS60JgcPDYXATMd87tcM59AGwMthfzmJxzr4W8b14Hjo7CflsUUyN+DSx1zn3tnNsMLAXO9SGmS4Ano7DfRjnnVuKd1EVyETDHeV4HfmJmnYjBcWqVyb+ZfgZ8FLL8cbCsA7DFObezQXlLHemc+yz4+nPgyCbqj2HfN+N/Bb8K3mdm7eIYU7qZVZjZ63u6oYjdcdqfuAAws354Z3fvhxRH41hFeo+ErRM8Flvxjk1zto1VTKHG4Z1J7hHubxmvmEYE/yYLzeyY/dw2VjER7BY7Fng1pDgWx6k5IsUd9eOUtPfwNbNXgKPCrLrFObco3vFA4zGFLjjnnJlFHGYV/KTvCbwUUlyElwjb4g0Duxm4K04xdXXOfWJmxwGvmlkVXpI7YFE+Vo8DVzrndgeLD+hYtTZmdjkQAAaFFO/zt3TOvR++haj6C/Ckc26Hmf0fvG9L58Rhv80xBljonNsVUubXcYqbpE3+zrlftbCJT4BjQpaPDpZ9hfdVq03wTG5PeYtiMrMvzKyTc+6zYMKqbaSpUcCzzrnvQ9recya8w8weAwrjFZNz7pPg8yYzWw70Bp7mAI9TtOIys8OB5/E+8F8PafuAjlUYkd4j4ep8bGZtgPZ476HmbBurmDCzX+F9kA5yzu3YUx7hb9nSpNZkTM65r0IWH8G7rrNn29wG2y5vYTzNiinEGGB8aEGMjlNzRIo76scplbt9yoHjzRux0hbvDbDYeVdXXsPrcwe4EojGN4nFwbaa0+Y+/Y/BJLinr30YEHa0QLRjMrOsPd0mZnYEcAbwdgyPU3Pjags8i9c/urDBumgdq7DvkUZivRh4NXhsFgNjzBsNdCxwPPDGAcaxXzGZWW/gIeBC51xtSHnYv2WcYuoUsngh8E7w9UvAvwVjywL+jb2/8cYspmBcJ+FdQF0TUhar49Qci4HfBkf9nA5sDZ7MRP84RftqdiI8gDy8PrEdwBfAS8HyzsCSkHrnAe/hfaLfElJ+HN5/1I3A/wPaRSGmDsAyYAPwCvDTYHkAeCSkXje8T/mDGmz/KlCFl8ieAA6NR0zAwOB+K4PP42J5nPYjrsuB74F1IY9e0T5W4d4jeF1IFwZfpwf/7RuDx+K4kG1vCW73LjA0iu/vpmJ6Jfi+33NcFjf1t4xDTFOAmuC+XwNOCtn2d8HjtxEYG6+Ygst3AHc32C6Wx+lJvJFp3+PlqHHANcA1wfUG/DkYcxUhoxWjfZz0C18RkRSUyt0+IiIpS8lfRCQFKfmLiKQgJX8RkRSk5C8ikoKU/EVEUpCSv4hIClLyFxFJQf8fv93kMCUm9cgAAAAASUVORK5CYII=\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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IBIySv4/atWvH3Xffzfjx4/0ORUQCRsnfZxMnTuSjjz7i/fff9zsUEQmQ2n4HEHQZGRnMmjWLe+65h7y8POru3w/z5kFeHhw4AI0bQ6dOMGoUNG/ud7giUpH8/GpxDOsB7ini/j59uHPvXi7ats2bcOTIyZnp6eAc9O8PkyZB167+BCki0eXkwPTp8O673mefjuGkPsDdzPqZ2RYz22pmZZ5baGb1zGxBaP6HZtYmHtutMbKzmZmby4Wff+59YcK/NACFhd60RYugb1/IzvYlTBGJIjvbOzYXLao2x3DMyd/M0oDZQH+gA3CrmXUoVWw0sM85dyHwDPB4rNutMbKzYcIEah05QlpFZZ2Dw4dhwoSU+PKICCXHMIcPe8co8DyQBdQDRoaXTaFjOB5n/t2Arc65bc6574DXgYGlygwEXgm9fwP4gZlZHLZdveXknPzShOkL1AcahF4XlV6u+MsToGoxkZQU5RhuCTwE3B5tuRQ4huOR/M8Bvgn7vCM0LWIZ59xx4ABwZukVmdkYM8s1s9yCgoI4hJbipk/3LgcjeB44GHptiVSgsNBbXkT8E+UYvhG4gQhJLpzPx3BKdfV0zv3aOZflnMtqnkKt4gmRn+81DJ1ug7tzsHQpBOFHUiQVVfNjOB7JfydwXtjnc0PTIpYxs9pAY2BPHLZdfc2bV+7sSUAzoBewIlohswrXIyIJEo9jz8djOB7JPwdoZ2ZtzawuMBRYXKrMYmBE6P1NwHKXqn1MkyUvr2yPgJDHgW14v5hjgOuAryIVLCyETZsSFaGIlKecY7jSfDyGY07+oTr8e4BlwGZgoXPuMzObambXh4q9DJxpZluB+4Ey3UED58CBqLO6Aw3xegqMwDv7Xxqt8L598Y5MRCqjnGO4Snw6huNyh69zbiml8pNzbkrY+yPAzfHYVo3RuHGlixoQ9TIpMzMe0YhIVZVzDB8PvU6EXkfwkm3EhOvTMZxSDb6B0qkT1K9fZvJ+vEuoI3hfnteA/wH6RVpHejp07JjAIEUkqijHMMA0IB2YAcwPvZ8WqaCPx7CGd/BLfj60bl2mzrAAGAD8FUgDLgZ+Cfww0jrq14ft21NqvBCRwIhyDFdJAo7hpA7vIKfhrLO8cT5K3evWHK8F/Z94VwHriZz4i8xw/fsr8Yv4JcoxXGlmMGCAb8ewkr+fJk3yLvtOw1Ez7i8oYM+eYPeYFfFVDMcw6ene8j5R8vdT164wcyZkZFRtuYwM6syaRe0rr6Rz586sWrUqMfGJSPm6duXQ1KkcrurZf0aGd+xnVVg7kzBK/n4bO/bkD0BFXyCzki9N7Xvu4cknn+SFF17g5ptv5pe//CUnTpxITswiAkBRURE3f/AB71x9dZWPYcaOTU6QUSj5p4KxY2HlShg0yGsAKn0ZmZ7uTR80yCsX9qUZMGAAGzZsYPny5fzoRz9i165dSQ5eJLgeffRRDh06xA3vvXfax7Bf1Nsn1RQUeLd7b9rk3fyRmel1BRs5styGoRMnTjBt2jReeOEFfvOb39CvX8TOoSISJ0uWLOHuu+8mNzeXFi1anJxxmsdwvFS2t4+Sfw2zcuVKhg0bxrBhw5g2bRp16tTxOySRGueLL76gd+/eLFmyhO7du/sdzinU1TOgrrrqKjZu3Mhf/vIXvv/97/P3v//d75BEapSDBw8yaNAgpk2blnKJvyqU/Gug5s2bs2TJEm666Sa6devGW2+95XdIIjWCc47bb7+dHj16cMcdd/gdTkziMraPpJ5atWoxfvx4+vTpw9ChQ/nggw946qmnqB/ldnQRqdhTTz3F3/72N1atWkV1fxihzvxruG7durFx40YKCgq48sor2bIl4nPBRKQCy5cv56mnnuLNN9+sESdRSv4B0LhxYxYsWMDYsWPp3bs3v/3tb/0OSaRa2b59O8OGDeO1116jVatWfocTF0r+AWFm3HnnnSxfvpzp06czYsQIDh486HdYIinvyJEjDB48mPHjx3PNNdf4HU7cKPkHTMeOHcnNzSUtLY2srCw+/fRTv0MSSVnOOcaNG0fbtm0ZP3683+HElZJ/AJ1xxhnMnTuXX/ziF1x77bXMmTOHVL3fQ8RPL774IuvXr2fu3LnVvoG3NCX/ABs2bBhr1qzhpZde4uabb2b//v1+hySSMtavX89DDz3EH//4Rxo0aOB3OHGn5B9w7du3Z926dbRs2ZLOnTuzfv16v0MS8d3u3bu5+eabeemll2jfvr3f4SSEkr9Qr149nnvuOZ555hkGDhzIE088QVFRkd9hifji2LFjDBkyhFGjRnH99df7HU7CxJT8zaypmf3JzL4M/S3zJGIzu9zM1pnZZ2aWZ2ZDYtmmJM4NN9xATk4Ob7/9NgMGDCA/P9/vkESS7sEHHyQjI4OHH37Y71ASKtYz/4nAB865dsAHoc+lHQb+3Tl3Cd5zyJ81syYxblcSpFWrVqxYsYIuXbrQuXNnli9f7ndIIknzu9/9jrfffpv58+eTlpbmdzgJFWvyHwi8Enr/CnBD6QLOuS+cc1+G3v8DyMd7VK2kqDp16vDYY48xb948hg8fzpQpUzh+/LjfYYkkVF5eHvfddx9vvfUWTZs29TuchIs1+bdwzhU/PeR/gRblFTazbkBd4KsYtytJ8MMf/pCPP/6YdevWcc0117Bjxw6/QxJJiH379nHjjTcya9YsLrvsMr/DSYoKk7+ZvW9mf4nwGhheznkdxaN2Fjez7wGvAqOccxFbE81sjJnlmlluQUFBFf8pkghnn302y5Yto1+/fmRlZfHf//3ffockEldFRUUMGzaM6667jttuu83vcJImpoe5mNkWoK9zblcoua9wzl0UoVwjYAXwmHPujcqsWw9zST1r1qzhtttuY/DgwcyYMYO6dev6HZJIzB5++GFWrFjB+++/XyMefpSsh7ksBkaE3o8A3o4QSF3gj8BvK5v4JTX16tWLjRs38tVXX9GrVy+++kq1d1K9LVmyhLlz57Jw4cIakfirItbkPwP4oZl9CVwb+oyZZZnZS6EytwDfB0aa2Seh1+Uxbld80rRpUxYtWsRPfvITevTowYIFC/wOSeS0fPnll4wePZo//OEPpz6DNyD0DF85bR9//DFDhgzh6quv5tlnnyUjI8PvkEQq5eDBg1x55ZXce++93HnnnX6HE1d6hq8kXJcuXfj44485dOgQ3bp14/PPP/c7JJEKOecYPXo03bt3Z8yYMX6H4xslf4lJw4YNmT9/Pvfffz9XXXUVL7/8skYIlZT29NNPs23bNmbPnl3jRuqsCiV/iZmZcfvtt7Ny5UqeffZZhg0bxrfffut3WCJlLF++nCeffLLGPIoxFkr+EjcdOnTgo48+omHDhlxxxRVs2LDB75BESnzzzTc17lGMsajtdwBSs6Snp/OrX/2KhQsX0q9fPyZPnsx9991X/uV1fj7Mmwd5eXDgADRuDJ06wahR0FwjgUjsjhw5wo033sj999/PD37wA7/DSQnq7SMJs23bNoYMGULLli2ZO3cuZ5555qkFcnJg+nR4913v85EjJ+elp4Nz0L8/TJoEXbsmL3CpUZxz/PSnP+Xbb79l4cKFNb6eX719xHfnn38+a9as4cILL6Rz586sXr365MzsbOjbFxYt8pJ+eOIHKCz0pi1a5JXLzk5m6FKd5OfDE0/A8OFw3XXe3yeegNAQMTX5UYyx0Jm/JMU777zD6NGjuffee5nUpAm1fv5zOHy48ivIyICZM2Hs2MQFKdVLJa4c93bvztBPP+W/1q/noovKjDxTI+nMX1LKj3/8Y3Jzc9n+5pt897OfRUz8XwL1geGRVnD4MEyYADohEKj0lWPjlStZWljIRXouRRlK/pI05557LtmtWlE3yiMixwHl1uwXFnpnehJs2dneicDhw167UDnSgNpHj3rlVXV4CiV/SZ78fGotWxbxS/c60AQotx+Gc7B0aUldrgRQTs7JxB9mOPA9oBHQHnip9HK6cixDyV+SZ968iJO/BaYAT1dmHWZR1yMBMH26dwVYyiTg73jfpcXAQ0CZu0x05XgKJX9Jnry8snWzwC+A0cC5lVlHYSFs2hTnwKRayM/3GncjVPVcAtQLvbfQq8yA47pyPIWSvyTPgQNlJn0CvA/8v6qsZ9++OAUk1UoFV3x3AxnAxXhVQAMiFdKVYwnd4SvJ07hxmUkr8C7Xi2+2PwicAD4HPo62nszMuIcm1UCUK8dic4D/Atbhfa/qRSqkK8cSOvOX5OnUCUoNpjUG7/L8k9DrLuDHwLIoqzgMzFm9msmTJ/Pee+9pALkgiXDlWFoa0BvYAUTt26MrR0DJX5Jp5MgykzKAs8NeDfD6+kcb0Se9Xj3+ZcYMatWqxeOPP07Lli3p3LkzP/vZz1i4cCG7du1KUPDih2PHjpGTk8OsWbP4n7y8Si93nAh1/sV05Qio2keS6ayzvLF6Fi2K2j/7kfKWN8N+/GOuvuUWrr7lFgC+++47NmzYwOrVq5k/fz5jx46lSZMm9OnThz59+tC7d2/at2+v2/qriT179rBu3TrWrl3LmjVr2LBhAxdccAE9e/akT48eFO3eTa2jR09ZJh9YDvwbkI7XhvT70KuM9HTo2DHB/4rqQcM7SHLl5Hh3ZlZlaIdiGRmwciVkRb9zvaioiM2bN7N69WpWrVrFqlWrKCwspHfv3iU/Bp07d6Z2bZ33+K2oqIgtW7awdu3akmS/a9cuunfvTs+ePenVqxfdu3enUaNG3gL5+dC6dZl6/wLgJuBToAhoDfwMuCPSRuvXh+3ba/RosZUd3kHJX5Iv/A7NyophbJ/t27ezevXqkh+Er7/+mu7du5f8IHTv3p0zzjijyuuVqjl06BA5OTkliX7dunVkZmbSs2fPkmR/ySWXkJaWFn0lN95Y7pVjucxg0CB4883T/0dUA0r+ktqKfwAKC8s/kM28S/U4Duq2d+9e1q5dy6pVq1i9ejWffPIJl1566SlXB82aNYvLtoLsm2++OeWsfvPmzVx22WUlyb5nz56cffbZVVtpgq8ca4KkJH8zawosANrg9di7xTkXsSndzBrh9eBb5Jy7p6J1K/kHQG6ud8fl0qVekg+/c7N4PP8BA7zx/BN4wBYWFpKTk1NSTbRu3TpatmxZ8kPQp08f2rRpo3aDchw7doxPP/30lGR/9OhRevXqVZLor7jiivg8OjHJV47VTbKS/xPAXufcDDObCGQ65x6MUnYWXieOvUr+coqCAu/Gm02bvG54mZleo9zIkb7UzZ44cYK8vLxT2g1q1ap1SiPypZdeWn71RCKk0BPP9u7dW9Iwu3btWnJzc2nbtu0pZ/UXXHBB4n4wfbxyTHXJSv5bgL7OuV1m9j1ghXOuzKDZZnYF8ADwHpCl5C/ViXOObdu2lVQTrVq1it27d3s9UEI/CFlZWYl7ILjPTzxzzpVpmN25c2dJw2zPnj3p3r07TZo0ifu2y5UiV46pJlnJf79zrknovQH7ij+HlamF1xNrOHAtSv5SA+Tn55/SiLx582Y6d+5cUk3Us2fP+CRDH85wDx8+XNIwu3btWtatW0ejRo1OOau/9NJLU6fHVIpdOfotbsnfzN7Hu/+mtMnAK+HJ3sz2OedOuYPCzO4BMpxzT5jZSMpJ/mY2Bu+mT1q1anXF119/XVH8Iinh4MGDrF+/vuTq4KOPPuL8888/pd3gnHPOqdpKk1S3vXPnTtasWVOS7D/77DM6depUkuh79OhBy5Ytqxa7+CZlqn3M7DWgD14X3AZAXWCOc25ieevWmb9UZ8eOHWPjxo0lbQarV6+mYcOGp/wYXHzxxdHrxMvp1fI68CiwHe+sbB7eAVainF4tx48fP6Vhdu3atRw+fLhMw2x6enqMe0D8kqzk/ySwJ6zBt6lz7ufllB+Jqn0kgJxz/PWvfy2pJlq9ejX//Oc/6dWrV8kPQpcuXahTp463QJT+7H8CforXxa4bUDyYxSnXFGH92fft23dKw2xOTg6tW7c+JdlfeOGF6slUgyQr+Z8JLMQblPFrvK6ee80sC7jLOffTUuVHouQvAsCOHTtOaTfYtm0bXbt2pV+XLox/7jnSjh0rs0xPvGcfjK5g3d+lpXHNBReQt2sXXbt2LUn23bt3J1Nj29RouslsCwgtAAAHRklEQVRLpJrZv38/a9euhSef5JqVK6lf6tg8gTd2zVS8xxQeAW4AngxND3esTh3y776bFjNnpk7DrCRFZZO/RvUUSRFNmjRhwIABDDjnnDKJH2A3cAx4A1iFNwT2RmBahHXVOXaMc/buVeKXqJT8RVJNlHHri8/u78V7UlUz4H5gabT1aNx6KYeSv0iqifDEM4BMvOcchzfNlttMq7p9KYeSv0iqifDEs2Kj8B5VmA/sA57BG8e+DI1bLxVQ8hdJNRGeeFbsF0BXoD3wL0BnvLsty3Cu3PWIKPmLpJriJ55F6HtfB+9B5fuB/wWew3vs5SnMvDFtAji0gVSekr9IKpo0yau6OR3p6d7yIuVQ8hdJRV27emP0ZGRUbbnisX0CNIqlnB51AhZJVcWDs2ncekkAnfmLpLKxY71B2gYN8noAla4KSk/3pg8a5JVT4pdK0pm/SKrLyvIeOq5x6yWOlPxFqovmzeGBB/yOQmoIVfuIiASQkr+ISAAp+YuIBJCSv4hIACn5i4gEkJK/iEgAKfmLiASQkr+ISACl7APczawA+DpJm2sG/F+StnU6FF9sUjm+VI4NFF+s/IivtXOuwlu+Uzb5J5OZ5Vbmafd+UXyxSeX4Ujk2UHyxSuX4VO0jIhJASv4iIgGk5O/5td8BVEDxxSaV40vl2EDxxSpl41Odv4hIAOnMX0QkgAKT/M2sqZn9ycy+DP3NjFDmajP7JOx1xMxuCM2bZ2Z/C5t3ebLjC5U7ERbD4rDpbc3sQzPbamYLzKxuMmMzs8vNbJ2ZfWZmeWY2JGxeQvadmfUzsy2hf/PECPPrhfbF1tC+aRM2b1Jo+hYz+9d4xHMa8d1vZp+H9tcHZtY6bF7E/+ckxzfSzArC4vhp2LwRoe/Dl2Y2wqf4ngmL7Qsz2x82L6H7z8zmmlm+mf0lynwzs+dCseeZWZeweQnfd5XinAvEC3gCmBh6PxF4vILyTYG9QEbo8zzgJr/jAw5Gmb4QGBp6/wIwNpmxAe2BdqH3LYFdQJNE7TsgDfgKOB+oC3wKdChV5m7ghdD7ocCC0PsOofL1gLah9aT5EN/VYd+vscXxlff/nOT4RgLPR1i2KbAt9Dcz9D4z2fGVKn8vMDeJ++/7QBfgL1HmDwDeBQy4EvgwWfuusq/AnPkDA4FXQu9fAW6ooPxNwLvOucMJjeqkqsZXwswMuAZ443SWj0dszrkvnHNfht7/A8gHEvlswW7AVufcNufcd8DroTjDhcf9BvCD0L4aCLzunDvqnPsbsDW0vqTG55z7c9j3az1wbpxjiCm+cvwr8Cfn3F7n3D7gT0A/n+O7Ffh9nGOIyjn3P3gnh9EMBH7rPOuBJmb2PZKz7yolSMm/hXNuV+j9/wItKig/lLJfpv8MXcI9Y2b1fIqvvpnlmtn64iop4Exgv3PueOjzDuAcH2IDwMy64Z2tfRU2Od777hzgm7DPkf7NJWVC++YA3r6qzLLJiC/caLwzxWKR/p/9iG9w6P/tDTM7r4rLJiM+QtVlbYHlYZMTvf8qEi3+ZOy7SqlRz/A1s/eBsyPMmhz+wTnnzCxqN6fQL3RHYFnY5El4ia8uXvetB4GpPsTX2jm308zOB5ab2Sa8pBaTOO+7V4ERzrmi0OSY911NZmbDgSzgqrDJZf6fnXNfRV5DwiwBfu+cO2pmd+JdRV2T5BgqYyjwhnPuRNi0VNh/Ka1GJX/n3LXR5pnZbjP7nnNuVyhB5ZezqluAPzrnjoWtu/jM96iZ/QaY4Ed8zrmdob/bzGwF0Bl4E++ysnboDPdcYGeyYzOzRsA7wOTQpW7xumPedxHsBM4L+xzp31xcZoeZ1QYaA3squWwy4sPMrsX7gb3KOXe0eHqU/+d4Jq8K43PO7Qn7+BJe20/xsn1LLbsijrFVKr4wQ4Fx4ROSsP8qEi3+ZOy7SglStc9ioLhlfQTwdjlly9QfhpJecf36DUDEVv5ExmdmmcVVJmbWDOgFfO68lqQ/47VTRF0+wbHVBf6IV8/5Rql5idh3OUA783o51cVLAKV7dYTHfROwPLSvFgNDzesN1BZoB3wUh5iqFJ+ZdQZ+BVzvnMsPmx7x/9mH+L4X9vF6YHPo/TLgR6E4M4EfcepVclLiC8V4MV7D6bqwacnYfxVZDPx7qNfPlcCB0ElQMvZd5fjRyuzHC6+u9wPgS+B9oGloehbwUli5Nni/zrVKLb8c2ISXuOYDDZIdH9AzFMOnob+jw5Y/Hy+BbQX+ANRLcmzDgWPAJ2GvyxO57/B6VHyBd0Y3OTRtKl4yBagf2hdbQ/vm/LBlJ4eW2wL0T9B3rqL43gd2h+2vxRX9Pyc5vunAZ6E4/gxcHLbs7aH9uhUY5Ud8oc+PADNKLZfw/Yd3crgr9J3fgddmcxdwV2i+AbNDsW8CspK57yrz0h2+IiIBFKRqHxERCVHyFxEJICV/EZEAUvIXEQkgJX8RkQBS8hcRCSAlfxGRAFLyFxEJoP8PoFcJPw3Iu+EAAAAASUVORK5CYII=\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "48\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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h2WdDNglNAu4DRgKHAPcA/xVqG8nJ0K9fJKMUabX0xLDE1sSJtS66CRgI9AJ6AwPwbirV4Fyd2xGR2ikJSGx16eKNBWQ1G3sOAf4OfAVsB/4GtA+qsw9Y85OfsH3fvkhHKtIqKQlI7OXkeE06TdAmOZnXTj+dE088kdzcXHaHaFYSkdopCUjsDRwIc+d6Q0A0RkoK9pe/cN0//sHq1at588036d27NwsXLiReR8cViTdKAhIfsrIOJIIQTUMHMfPqzZ3rrQccd9xxPPfcczzyyCPk5uZy5plnUlxcHIXARVo2JQGJH1lZ3mBwmZnQvn3NJqLkZK88M9Or508AgYYNG0ZJSQmTJk1i7NixXHbZZWzbti1Kf4BIy6NJZSQ+VVR4Q0GsW+c9CJaa6nUDnTixwTOLffPNN8yePZv58+dzzTXXkJ2dzY9+9KOIhi0Sa5pZTCTIBx98wLRp03j99de54447+M1vfkObNroIltZJM4uJBOnZsydPPfUUTz/9NPPmzWPw4MG8/vrrsQ5LJC4oCUjCGDp0KKtWreKaa67hoosu4sILL+SDDz6IdVgiMaUkIAmlTZs2XHLJJZSVldG3b19OPfVUcnJy+Prrr2MdmkhMKAlIQkpJSWHGjBmUlpby6aefkp6ezsMPP8w+PXksCUZJQBJat27dyM/PZ/HixSxYsIBTTz2VF198MdZhiUSNkoAI4PP5ePXVV7nxxhu54oorGDduHFu2bIl1WCIRpyQg4mdm/OpXv2LTpk0MGTKEIUOGMHnyZHZowhppxZQERIK0b9+eG264gQ0bNrBr1y7S09OZN28e33//faxDEwk7JQGRWnTt2pUHH3yQZcuWUVBQwEknnURRUVGswxIJKyUBkXr079+fZcuWMXv2bK699lpGjhzJhg0bYh2WSFgoCYg0gJkxZswY1q9fz8iRI8nIyOCqq67i888/j3VoIs2iJCDSCO3ateO6665j8+bNtGnTht69e3P33XezZ8+eWIcm0iRhSQJmNtLMysxsq5lNC7H8UDN72r/8DTPrGY79isRKp06duO+++3j11VdZsWIFffv2paCgQJPZSIvT7CRgZknA/cAooA9wsZn1Cap2BbDDOXcccA9wZ3P3KxIPevfuzZIlS5g3bx7Tp0/nnHPOYe3atbEOS6TBwnElMAjY6px7zzm3B3gKGBtUZyywwP96EXCOWX3TR4m0HCNGjODtt9/mggsuYMSIEfzud79j+/btDd9AeTnMmQOXXALnnef9njPHm1dBJILCkQS6AR8FvN/mLwtZxzm3F9gJdArDvkXiRtu2bcnKyqKsrIzU1FT69u3LHXfcQVVVVe0rFRfD+PHQowfMnAlPPAH//rf3++ab4eijveWaKlMiJK5uDJvZlWZWYmYlFfoGJC1Ux44dueuuu3jjjTcoKSmhd+/ePP300zXvF+TlQUYGFBTA7t3eT6CqKq+soMCrl5cXrT9BEkg4ksDHQPeA90f5y0LWMbO2QAfgi+ANOecedM75nHO+tAZOISgSr4477jj++c9/kp+fz+zZsznjjDN48803vYV5eZCdDZWVUN/NZOe8etnZSgQSduFIAsXA8WZ2jJm1Ay4CFgfVWQxc7n/9K+BFp24UkiAyMjIoKSn5YWC6GaNGsX/KFO/EHsIWoD1wSfCC6kSgaVcljJqdBPxt/FcDS4FNwELn3AYzu9XMxvir/V+gk5ltBSYDNbqRirRmSUlJ/Pa3v6WsrIwL33sPV8d9gquAgbUtrKqC3NxIhCgJqm04NuKcKwQKg8pmBLzeDVwQjn2JtGSHV1XR98MPa13+FNARGApsDVXBOSgs9HoNqclUwiCubgyLtHr5+bUu+hqYAdxd3zbM6tyOSGMoCYhEU2lpzV5AfjfhPVV5VH3bqKqCdevCHJgkqrA0B4lIA+3cGbJ4LbAceKuh29FENxImSgIi0dShQ8jil4EPgKP973cB+4CNwH9CrZCaGvbQJDGpOUgkmvr3h/btaxRfCbyLd0WwFvgD8Eu8Lnc1JCdDv34RDFISiZKASDRNnBiyOAX4ScDPYXjPCoTs/+NcrdsRaSwlAZFo6tIFRo3yevjU4WbgHyHK9wElXbvyieY7ljBREhCJtpwcr0mnCdokJ7Pq7LPp168ft956K99++22Yg5NEoyQgEm0DB8LcuZCS0rj1UlKwv/yFPy1YwJo1a9i0aRMnnHACCxYsYP/+/ZGJVVo9JQGRWMjKOpAI6ptaw8yrN3eutx7Qs2dPnnzySRYtWsQDDzyAz+fjpZdeikLg0tooCYjESlYWvPIKZGZ6PYaCm4iSk73yzEyvnj8BBBo8eDCvv/4606ZN44orrmDs2LGUlZVF6Q+Q1sDidTBPn8/nSjRaoiSKigpvKIh167wHwVJTvW6gEyc2eIyg7777jvvuu48777yTiy++mJkzZ9Kpk+ZuSjRmtsY552twfSUBkdaloqKCW265haeffppp06Zx9dVXc+ihh8Y6LImSxiYBNQeJtDJpaWnMmzeP1157jVdeeYU+ffqwaNGimjObiaAkINJqpaens3jxYh566CFuv/12zjzzTN54441YhyVxRmMHibRyP//5zykpKeGxxx5j/PjxnH322eTm5tKjR49Yh9Y6lZd793dKS70BAzt08IYLmTQpLueA0JWASAJISkpi0qRJlJWV0atXL0455RRycnL4+uuvYx1a61FcDOPHQ48eMHMmPPEE/Pvf3u+bb4ajj/aWFxfHOtKDKAmIJJDDDjuMm2++mdLSUrZv384JJ5zA/Pnz2bt3b6xDa9ny8iAjAwoKvPkigueMqKryygoKvHp5ebGIMiQlAZEE1K1bNx599FEKCwtZuHAhJ510EkVFRbp53BR5eZCdDZWV3uB+dXHOq5edHTeJQElAJIENGDCAFStWkJuby3XXXceIESNYp1nLGq64+EACCDAP8AGHAhNDrVedCOKgG7ySgEiCMzPGjBnD+vXrGTNmDMOHD+fKK69k+/btsQ4t/uXmek09QX4K3Aj8tq51q6q89WOsWUnAzI4ws2VmtsX/u8Z0R2Z2spmtMrMNZlZqZhc2Z58iEhmHHHIIV199NWVlZXTo0IETTzyR22+/ncqgb7niV14ORUUhm4DGA+OAOp/Xdg4KC72nxWOouVcC04AVzrnjgRX+98Eqgcucc32BkcC9ZtaxmfsVkQjp2LEjd911F2+++SZvv/026enpPP744xqpNFh+fvO3YRae7TRDc5PAWGCB//UCvOR3EOfcO865Lf7XnwDl1DJhkojEj2OPPZaFCxfy5JNPMm/ePAYNGsSrr74a67DiR2lpzV5AjVVV5Y0XFUPNTQJdnXOf+l9vB7rWVdnMBgHt8KZTFZEW4PTTT2fVqlVMmTKFyy67jPHjx7Nly5ZYhxV7O3eGZzs7doRnO01UbxIws+Vmtj7Ez9jAes7rW1Zr/ygzOxJ4HJjknAt5XWlmV5pZiZmVVMS4nUxEDmjTpg0XX3wxmzZtYtCgQQwZMoTrr7+eL7/8MtahRdX+/fvZvHkzjzzyCKs2bQrPRlNr3EqNqnqTgHNuuHPuxBA/zwOf+U/u1Sf58lDbMLMfA0uA6c651XXs60HnnM8550uLw8erRRJdcnIy06ZNY+PGjezevZv09HTuvfde9uzZE+vQImLXrl28+OKLzJo1i1/+8pd07tyZUaNGsXz5cvafeCL7axmddS+wG29O6H3+1yEfx0tO9oYMj6FmDSVtZncBXzjnZpvZNOAI59x/B9VpBxQB/3LO3dvQbWsoaZH4t2HDBqZOncqWLVuYM2cO48aNw+qbKa1anI2x45zj/fffZ+XKlaxcuZJVq1bxzjvvcPLJJzNkyBCGDh3KkCFDOPLIIw/E36NHyPsCNwO3BJXN9JcfpH17+PDDsP69UZ1PwMw6AQuBo4H/BSY45740Mx/wB+fc78zsEuBRYEPAqhOdc2vr2raSgEjL8cILL5CdnU3Hjh25++678fnqOAcVF3v944uKvPeBJ9HkZK/r5KhRkJPjzcccIVVVVaxZs+aHE/7KlStp27btDyf7oUOHMmDAgLrnYhg/3hsKoinnUTNv1rhnn236HxFys5pURkRiYN++fTz66KPMmDGDc845hzvuuIPu3bsfXKl6iIWqqrpPnGZeQgiYV7m5Pvroo4NO+Bs2bKBPnz4HnfS7d+/e8CsZ8BJaRkaNJ4YbJCXFmza0roTZBEoCIhJT33zzDXPmzOHvf/87WVlZ3HDDDRx++OEHj7HTUCkpTUoEe/bs4a233vrhhL9y5Ur27NlzULOOz+cjJSWlkX9dCFH8uxpCSUBE4sJHH33E9OnTWb58OfdPmsS4e+/Fgk6UGcBqDkxs0g0oC95QA74xb9++nVWrVv1w0l+7di3HHXfcQSf9n/3sZ437lt8YMbzCqbkLJQERiSMlJSVUjhzJ6V98QVLQsgzgEuB3dW0gqO187969rFu37qCmnR07djBkyJAfTvqDBg3yrj6iqaTEu9dRWOjFHDimUPW9jtGjvXsdYW4CCtTYJKCZxUQkonxHH4379lua/B3cOfb961/Mvu46VpSWUlxcTPfu3Rk6dCjDhg1j+vTpnHDCCbRpE+PxMH0+L1FVVHi9ntat8x4ES031uoFOnBiXM4spCYhIZOXn15kAcvAGHTsBuB3v6iDY9/v24Vu/nlOmTmXw4MGkxvgBqzqlpcHUqbGOosGUBEQksuoYY+dOoA/eWDJPAecBa4GfBdVrv38/I376U6/rqISV5hMQkciqY4yd04DD8SZfuRw4HSisrXKMx9hprZQERCSyOnRocFWjjgHI4rkJqAVTEhCRyOrf3xseIchXwFIOjKvzBPAq3qQjNcTBGDutlZKAiETWxIkhi7/Hm4IxDegM3AcUAL1CVXau1u1I8ygJiEhkdeni3dANelArDSgGvsG7KlgN/CLU+mZe//o47F7ZGigJiEjk5eR4TTpNkZzsrS8RoSQgIpE3cKA3VEJjx+qpHmMngk/YJjo9JyAi0VE9Vk6cjLEjHl0JiEj0ZGV5g8FlZno9hoKaiCoBd+ih3vJXXlECiAJdCYhIdNUxxs5jK1dy9E03Mfryy2MdZcJQEhCR2Ag1xs78+TzxwgtKAlGk5iARiRvjx49nyZIlVAUOwywRpSQgInGjS5cunHrqqSxdujTWoSQMJQERiSsXXHABCxcujHUYCUNJQETiyvjx4yksLFSTUJQ0KwmY2RFmtszMtvh/1zrMn5n92My2mdm85uxTRFq3Ll264PP5+J//+Z9Yh5IQmnslMA1Y4Zw7Hljhf1+b2/AGCRQRqZOahKKnuUlgLLDA/3oBMC5UJTM7FegKvNDM/YlIAhg/fjxFRUVqEoqC5iaBrs65T/2vt+Od6A9iZm2AvwDZ9W3MzK40sxIzK6moqGhmaCLSUqWlpeHz+SgqKop1KK1evUnAzJab2foQP2MD6znnHKEnBfojUOic21bfvpxzDzrnfM45X5qGjRVJaBMmTOCZZ56JdRitXr1PDDvnhte2zMw+M7MjnXOfmtmRQHmIakOAM83sj8BhQDsz2+Wcq+v+gYgkuMzMTP77v/+byspKUho7+qg0WHObgxbjzQ+N//fzwRWcc79xzh3tnOuJ1yT0mBKAiNQnLS2NgQMHqkkowpqbBGYDvzCzLcBw/3vMzGdmDzc3OBFJbGoSijxzdY3pHUM+n8+VlJTEOgwRiaHPP/+c4447jk8++URNQg1kZmuccw2ehUdPDItI3OrcuTODBg1Sk1AEKQmISFzTg2ORpSQgInEtMzOTpUuXUllZGetQWiUlARGJa9VNQoWFhbEOpVVSEhCRuDdhwgQ1CUWIkoCIxL3MzExeeOEFvv3221iH0uooCYhI3OvUqROnnXaamoQiQElARFoEPTgWGUoCItIijBs3jqVLl6pJKMyUBESkRejUqRNDhgxRk1CYKQmISIuhB8fCT0lARFqMcePGqZdQmCkJiEiL0alTJ4YOHcqSJUtiHUqroSQgIi2KmoTCS0lARFqUcePGsWzZMnbt2hXrUFoFJQERaVGOOOIINQmFkZKAiLQ4enAsfJQERKTFUZNQ+CgJiEiLk5qayumnn86///3vWIfS4ikJiEiLpCah8GjbnJU88T5BAAAJvUlEQVTN7AjgaaAn8AEwwTm3I0S9o4GHge6AA0Y75z5ozr5FJLGNHTuW2/70J76bNYtDN2+GnTuhQwfo3x8mTYK0tFiH2CKYc67pK5vNAb50zs02s2lAqnPuhhD1XgZud84tM7PDgP3OuTrnivP5fK6kpKTJsYlIK1ZcDLm57Hn+edokJdH2++8PLEtOBudg1CjIyYGBA2MXZwyY2RrnnK+h9ZvbHDQWWOB/vQAYFyKgPkBb59wyAOfcrvoSgIhIrfLyICMDCgpot3//wQkAoKoKdu+GggKvXl5eLKJsMZqbBLo65z71v94OdA1RpxfwlZn908zeMrO7zCypmfsVkUSUlwfZ2VBZ6X3br4tzXr3sbCWCOtSbBMxsuZmtD/EzNrCe89qVQv2rtAXOBLKBgcCxwMRa9nWlmZWYWUlFRUVj/xYRac2Kiw8kAL/vgCuAHsDhwMlAUfB61YlAzcsh1ZsEnHPDnXMnhvh5HvjMzI4E8P8uD7GJbcBa59x7zrm9QAFwSi37etA553PO+dJ0U0dEAuXmek09Afbi9TZ5BdgJzAIm4PVSOUhVlbe+1NDc5qDFwOX+15cDz4eoUwx0NLPqs/rPgY3N3K+IJJLycigqqtEE9CPgZrzuiW2A/wKOAdYEr+8cFBaCWhhqaG4SmA38wsy2AMP97zEzn5k9DOCc24fXFLTCzNYBBjzUzP2KSCLJz29Qtc+Ad4C+oRaaNXg7iaRZzwk4574AzglRXgL8LuD9MqB/c/YlIgmstNTr8VOH74Hf4DVJpIeqUFUF69aFP7YWTk8Mi0j827mzzsX7gUuBdsC8uiruqPEsa8Jr1pWAiEhUdOhQ6yKH10PoM6AQOKSu7aSmhjWs1kBXAiIS//r3h/btQy7KAjYB/wKS69pGcjL06xf+2Fo4JQERiX8TJ4Ys/l/gAWAt8BPgMP/PE6EqO1frdhKZkoCIxL8uXbyxgMwOKu6B1xy0G9gV8POb4PXNYPRoDSoXgpKAiLQMOTlek05TJCd760sNSgIi0jIMHAhz50JKSuPWS0nx1vM1eGDNhKLeQSLScmRleb+zs71+/3UNImfmXQHMnXtgPalBVwIi0rJkZcErr0BmptdjKLiJKDnZK8/M9OopAdRJVwIi0vL4fPDss95YQPn53pPAO3Z4zwH06+f1AtJN4AZREhCRlistDaZOjXUULZqag0REEpiSgIhIAlMSEBFJYEoCIiIJTElARCSBKQmIiCQwJQERkQSmJCAiksDM1TX2RgyZWQXecOHR1hn4PAb7rYtiarh4jCseY4L4jCseY4L4jKu2mHo45xr8uHTcJoFYMbMS51xcDTeomBouHuOKx5ggPuOKx5ggPuMKV0xqDhIRSWBKAiIiCUxJoKYHYx1ACIqp4eIxrniMCeIzrniMCeIzrrDEpHsCIiIJTFcCIiIJLOGSgJldYGYbzGy/mdV6Z93MRppZmZltNbNpAeXHmNkb/vKnzaxdmOI6wsyWmdkW/+/UEHWGmdnagJ/dZjbOvyzfzN4PWHZyNGLy19sXsN/FAeWxPFYnm9kq/791qZldGLAsbMeqts9JwPJD/X/7Vv+x6BmwLMdfXmZmI5oaQxNimmxmG/3HZYWZ9QhYFvLfMkpxTTSzioD9/y5g2eX+f+8tZnZ5FGO6JyCed8zsq4BlETlWZvaImZWb2fpalpuZ/c0fc6mZnRKwrPHHyTmXUD9Ab+AE4GXAV0udJOBd4FigHfA20Me/bCFwkf/1fCArTHHNAab5X08D7qyn/hHAl0CK/30+8KswH6sGxQTsqqU8ZscK6AUc73/9U+BToGM4j1Vdn5OAOn8E5vtfXwQ87X/dx1//UOAY/3aSohTTsIDPTVZ1THX9W0YpronAvFo+6+/5f6f6X6dGI6ag+n8CHonCsToLOAVYX8vy0UARYMBg4I3mHKeEuxJwzm1yzpXVU20QsNU5955zbg/wFDDWzAz4ObDIX28BMC5MoY31b6+h2/0VUOScqwzT/sMR0w9ifaycc+8457b4X38ClAPhnm8w5OekjlgXAef4j81Y4Cnn3HfOufeBrf7tRTwm59xLAZ+b1cBRYdhvs+OqwwhgmXPuS+fcDmAZMDIGMV0MPBmG/dbJOfcq3he82owFHnOe1UBHMzuSJh6nhEsCDdQN+Cjg/TZ/WSfgK+fc3qDycOjqnPvU/3o70LWe+hdR8wN5u//y8B4zOzSKMbU3sxIzW13dPEUcHSszG4T3Te/dgOJwHKvaPich6/iPxU68Y9OQdSMVU6Ar8L5VVgv1bxkODY3rfP+/yyIz697IdSMVE/4ms2OAFwOKI3Ws6lNb3E06Tq1yjmEzWw78JMSi6c6556MdT7W64gp845xzZlZrty1/1u8HLA0ozsE7IbbD6zp2A3BrlGLq4Zz72MyOBV40s3V4J7smC/Oxehy43Dm331/cpGPV2pjZJYAPODuguMa/pXPu3dBbCLt/AU86574zs9/jXUH9PEr7rs9FwCLn3L6Aslgeq7BplUnAOTe8mZv4GOge8P4of9kXeJdebf3f6qrLmx2XmX1mZkc65z71n7jK69jUBOA559z3Aduu/mb8nZk9CmRHKybn3Mf+3++Z2cvAAOBZYnyszOzHwBK85L86YNtNOlYh1PY5CVVnm5m1BTrgfY4asm6kYsLMhuMl1LOdc99Vl9fybxmOE1u9cTnnvgh4+zDevZ/qdTOC1n05GjEFuAi4KrAggseqPrXF3aTjpOag0IqB483r3dIO7wOw2Hl3X17Ca48HuBwI15XFYv/2GrLdGm2T/pNhdVv8OCBkz4Jwx2RmqdXNKWbWGTgd2BjrY+X/d3sOr+10UdCycB2rkJ+TOmL9FfCi/9gsBi4yr/fQMcDxwJtNjKNRMZnZAOABYIxzrjygPOS/ZRhiamhcRwa8HQNs8r9eCpzrjy8VOJeDr4IjFpM/rnS8G62rAsoieazqsxi4zN9LaDCw0//FpmnHKRJ3t+P5B8jEayv7DvgMWOov/ylQGFBvNPAOXmafHlB+LN5/1q3AM8ChYYqrE7AC2AIsB47wl/uAhwPq9cTL+G2C1n8RWId3QvsHcFg0YgKG+vf7tv/3FfFwrIBLgO+BtQE/J4f7WIX6nOA1LY3xv27v/9u3+o/FsQHrTvevVwaMCuNnvL6Ylvs/+9XHZXF9/5ZRiisX2ODf/0tAesC6v/Ufw63ApGjF5H9/MzA7aL2IHSu8L3if+j+/2/Du2/wB+IN/uQH3+2NeR0Avx6YcJz0xLCKSwNQcJCKSwJQEREQSmJKAiEgCUxIQEUlgSgIiIglMSUBEJIEpCYiIJDAlARGRBPb/AR76+ZkBCXV3AAAAAElFTkSuQmCC\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "56\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'O', 7: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "57\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'O', 7: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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\n", 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soiI8yoik7sBxYY8jgBwg6ixJ7lBU1HoxSpuVkj4Gd18ILGyy7b/CXl8Y47hXCO6xEZEU+sumTezu2pXz9+yJ+9ffnbF2mMHYsQkn1pOOSXMliXQgNTU1XHXVVVx++eXY97+Pde9+aCfKzQ0m1JOspMQg0gE0NDTwi1/8gmHDhtGzZ0/Wr1/PBbfeis2cCQebHLp3h5kzQWssZC3NlSTSzq1atYri4mIA/vSnP3Haaacd2BnaztSpwX0JMe6EBoLmo9zcICk0HidZSYkhniQWNRFpbR999BF33HEHjz32GPfccw9XXXUVnTpFaQQoLg7WWJgxI5jmwixyDqXc3CBhjB0bNB+pppD1LNrIhbauoKDAy8rKWu8HxFvUpPGXKM6iJiKtyd15+umnuemmm7jooou477776NPSP1RqaoI/dtasCW5ey8sLhqQWFemPnSxgZivdPWHmV2JoqnH+elW7pQ2qqKhg0qRJVFVVUVJSwmc/+9lMhyTtSEsTgzqfw4UvauLOTwjm7+gGFDUtG7aoSfiKVyKtYffu3dx9992cddZZXHjhhfzjH/9QUpBWoz6GRlEWNTkB+L8Ed+7FnNW+MTmMGqW2WWkVS5Ys4frrr2fYsGH885//5MQTT0x8kEgSlBgaRVnU5NLQcxnBlLEx1dUFx8+b10rBSTZ65513uOmmm3j11Vd5+OGH+dKXvpTpkCRLqCkJEi5qkpAWNZEUqq+v56GHHuK0005j0KBBrF27VklB0ko1BkjNYiSNi5pMm5b8udJFw3HbnL///e8UFxfTs2dPli9fzpAhQzIdkmQhJQaIu6hJi7WnRU3iDcd95hm44w4Nx02zHTt2MH36dBYsWMADDzzAN7/5Tcws02FJllJTEsRc1ORgrfvrX5k1axZ//OMfqaioYN++fSk5b0qVlMDo0TB/fpAQmibEurpg2/z5QTmNuGpV7s7cuXMZOnQoXbp0Yf369VxxxRVKCpJRqjFAzEVN6kOP/aHHboILFvOi9ezJmjVrmD9/PpWVlVRVVdG3b18GDRrEySefzMknn/zJ64EDB3L44Ye3wj8mjvDhuImED8cF3avRCtatW8d3v/tddu3axfPPP88o1c6kjVBigKBdfd68Zn89/xC4K+z9b4E7iDFVcW4up06YwM/C+hj27t3LW2+9RWVlJRUVFVRWVrJs2TIqKyt58803ycvLa5YwGl/36tUrtf/GKMNxGz1B8O/cQjBH/xzgvMadGo6bcrt27eIHP/gBv/zlL7nzzju57rrr6Ny5c6bDEvmE7nyGoBO2f//k+hlycmDLlhZ32jY0NFBVVUVlZWVE4mh83alTp5hJ4/jjj48+J048l14aNA81+f9eAlwDPAmcCbwb2t43vJAZFBZqOG4KPPfcc9xwww2ce+65/M///A/HHXdcpkOSLJLWKTHM7GLgIaAz8Ii739tkfzfgUeAMYDvwDXffHNo3HbiaoLVmsrtHXWUwXKtMiRHji7NFUvzF6e5s3749asKorKzkww8/ZMCAAVGbqPr3789hhx0WecI4ie8cgot/daKgDjLxSaTNmzczefJkNm3axE9/+lPOP//8TIckWailiSHppiQz6wzMAi4iuA+s1MwWNFmi82pgh7sPMrMJwH3AN8zsFII1ok8luNH4BTMb7O77k43roE2fDosXt6z9vakUL2piZvTu3ZvevXvzmc98ptn+jz/++JNkUVlZyerVq3n22WeprKzknXfeoV+/fhEJ44urVnGKe7ORBvsJbt67BBhE0IcynmAd1tzmQbW/4bhtwN69e/nRj37EzJkzufHGG/nd735Ht27dMh2WSFyp6GM4E6hw9zcAzOwJYBwQnhjGcaBp/mngJxYMuxgHPOHue4A3zawidL6/pSCugzNqVDAhXks7ZxtlYFGTI444gtNOOy1y3v2QvXv3snnz5ogaRs2LL9Jpz55mZbcB+wj+Q5YDhxH8h/wQuKdp4fY0HLeNePnll/nud7/LgAEDePXVVxk4cGCmQxJpkVQkhr7A22HvtwJN/8z9pIy715vZTuDo0PYVTY7tS6Z0gEVNunbtyuDBgxk8ePCBjZWVUFXVrGxjreA/geNDr28iRmKAYJpmSai6upqpU6fy8ssv89BDDzF+/HgNP5V2pd3cx2Bm15pZmZmV1bTm1BPFxbBsWdBnkJMTfPmHy80NthcWBuXaUFKIKcZw3DygHxD+lRXv6+vlVav4/ve/z6OPPsqrr77KzhTd/9FR7N+/n5/97GcMGzaMY489lvXr11NYWKikIO1OKmoMVUD4dI/9QtuildlqZl2AHgSd0C05FgB3nw3MhqDzOQVxx1ZQEHQkd5RFTWIMxwWYCDwMXEzQlPQg8OUop2jo1o2en/scOTk5/PGPf+Shhx5i48aNHHnkkXz6059myJAhEc/9+/dvf0Mwk5gi5B//+AfFxcUcdthhLF26lOHDh6cnZpFWkPSopNAX/SbgAoIv9VLgm+6+LqzM9cBwd78u1Pl8qbt/3cxOBf6XoF/hBGApkJ+o87nVV3DraOKMStoH3EDwn5ADfB24P/Q6QpRRSe5OVVUVr7/+Ohs3box4fu+99zj55JObJYxPf/rTHHXUUa31Lz00SazYt3PnTm6//XaeeuopZsyYwZVXXnnwQ4lF0iTdw1XHAj8mGK76K3e/x8zuBsrcfYGZ5QC/AU4H3gcmhHVW3wZcRXCT8RR3X5To5ykxHII0D8fdtWsXmzZtapYwNm3aRI8ePZoljCFDhvCpT30q/V+qh7hin7vz5JNPcvPNNzN27Fjuvfdejj766PTFLXIItLSnRCotDeY+OpThuN27B/0pKRh51dDQwNatW5sljI0bN7J9+3by8/Oj1jKOOOKIpH92MwczRUij7t3ZNm0a3/rrX6murqakpIRzzjkn9bGJtAIlBmnuEL8I0zXy6qOPPopayygvL6dXr15Raxn9+vU7tFpGjEQ5mmCYXGPnW19gY5NDa4H5N97I1++/ny5dNKuMtB9pu8FN2pE2Phz3yCOP5IwzzuCMM86I2N7Q0MCWLVs+SRQbNmzg2WefZePGjXzwwQcMHjy4WcIYPHhw/EkKo6zY1+gnBNOExJJrxjffeguUFKSDUo0hG5WVBV+MCxcGCSD8C7Kxs3Xs2KCztY1PnPfhhx+yadOmZs1S5eXl9OnTJ+qIqX5du2InnRS1M3408C3iJwZAU4RIu6SmJEmsowzHjWL//v1s2bIlImE0vr5q+3Zur68nJ8pnfzSwDnDg0wQ3+o2O9gNyc+GuuzRFiLQrSgwiMez9xjfo+tRTUff9HTgF6EowHfkk4DXg5GiF//3f4dFHWylKkdRraWLQgGvJOl3jdL5/BjgS6AZcCZwLLIxVWFOESAelxCDZJ8YUIdEYQbNSVHl5qYhGpM1RYpDsM2JE0HncxAfAYoLpx+uBx4A/E0wX0kxubtAfI9IBKTFI9ikqirp5H/B/gT5Ab4I5pOYDg6MVdo95HpH2TolBss8xxwRzHzWZ9bQPwURfHxHUHlYQrD7VjFkwnLedj9wSiUWJQbLT9OnNp1RvqRSv2CfS1igxSHZqXLGve/eDOy4DK/aJpJvu6Zfs1canCBHJFNUYJLslWLHPc3La34p9IklSjUEkxop9C/7yF84oKqLv97+vjmbJKkoMIo369ImY+2juZZex++yz+bqSgmSZpJqSzKyXmS0xs/LQc7NbQc1spJn9zczWmdlqM/tG2L45Zvammb0WeoxMJh6RVBo8eDCbNm3KdBgiaZdsH8OtwFJ3zydYr/nWKGVqgf9w91MJbiL9sZn1DNs/zd1Hhh6vJRmPSMooMUi2SjYxjAPmhl7PBcY3LeDum9y9PPT6HaCa4F4ikTZt8ODBlJeXZzoMkbRLNjEc6+7vhl7/Czg2XmEzO5NgRuPKsM33hJqYHjSzbknGI5IyqjFItkqYGMzsBTNbG+UxLrycBws7xBwIbmbHA78BJrp7Q2jzdGAIMAroBdwS5/hrzazMzMpqamoS/8tEktS7d28aGhrYvn17pkMRSauEicHdL3T3YVEezwHbQl/4jV/81dHOYWZHAX8AbnP3FWHnftcDe4BfA2fGiWO2uxe4e0EfjRKRNDAz1RokKyXblLSAYD0TQs/PNS1gZl2BZ4FH3f3pJvsak4oR9E+sTTIekZTKz89XYpCsk2xiuBe4yMzKgQtD7zGzAjN7JFTm68DngKIow1IfM7M1wBqCmY5/mGQ8IimlGoNko6RucHP37cAFUbaXAdeEXv8W+G2M489P5ueLtLbBgwczb968TIchklaaK0kkDtUYJBspMYjEkZ+fT3l5OQ0NDYkLi3QQSgwicRx55JH07NmTqqqqTIcikjZKDCIJ6A5oyTZKDCIJqJ9Bso0Sg0gCSgySbZQYRBJQYpBso8QgkoDufpZso8QgksDAgQPZsmUL+/bty3QoImmhxCCSQLdu3ejbty9vvvlmpkMRSQslBpEWUD+DZBMlBpEWUGKQbKLEINICuslNsokSg0gLqMYg2USJQaQFlBgkmygxiLTAiSeeyPbt29m1a1emQxFpdUoMIi3QqVMnBg4cSEVFRaZDEWl1SSUGM+tlZkvMrDz0nBej3P6wZT0XhG0fYGZ/N7MKM3sytD60SJuk5iTJFsnWGG4Flrp7PrA09D6aOncfGXpcErb9PuBBdx8E7ACuTjIekVajxCDZItnEMA6YG3o9Fxjf0gPNzIDzgacP5XiRdFNikGzRJcnjj3X3d0Ov/wUcG6NcjpmVAfXAve4+Hzga+MDd60NltgJ9Y/0gM7sWuBbgU5/6VJJhixyk6mr+rbSUE/7wB/jKV6BHDxgxAiZOhD59Mh2dSEqZu8cvYPYCcFyUXbcBc929Z1jZHe7erJ/BzPq6e5WZDQReBC4AdgIrQs1ImNmJwCJ3H5Yo6IKCAi8rK0tUTCR5paUwYwYsWkQD0Gn37gP7cnPBHcaMgenTYdSojIUp0hJmttLdCxKVS1hjcPcL4/yQbWZ2vLu/a2bHA9UxzlEVen7DzF4GTgfmAT3NrEuo1tAP0MK60naUlMDUqVBXB+7N213r6oLn+fNh8WKYOROKi9MdpUjKJdvHsAC4MvT6SuC5pgXMLM/MuoVe9wbOBdZ7UFV5CfhqvONFMqIxKdTWBrUC4Igmj87Af0Kwv7Y2KF9SkqmIRVIm2cRwL3CRmZUDF4beY2YFZvZIqMxQoMzMVhEkgnvdfX1o3y3ATWZWQdDn8Msk4xFJXmnpgaQQ5uOwx7+AXOBr4QUak4OaOaWdS6rz2d23E/QXNN1eBlwTev0KMDzG8W8AZyYTg0jKzZhxoJkohnnAMcB5TXfU1QXHz5vXSsGJtD7d+SwSrroaFi36pPkolrnAfwDWdIc7LFwINTWtFKBI61NiEAk3Z07CIm8ByzjQudaMWYvOI9JWKTGIhFu9GsKHpEbxG+CzwIBYBerqYM2aFAcmkj5KDCLhdu5MWORR4tQWGu3YkYpoRDJCiUEkXI8ecXe/QnCzzdfilgLyos4nKdIuKDGIhBsxAnJyYu6eC1wKHBnvHLm5MDzqQDyRdkGJQSRcUVHc3T8n6GOIyz3heUTaMiUGkXDHHBPMfWTNBqK2jBmMHauJ9aRdU2IQaWr69KA56FDk5gbHi7RjSgwiTY0aFUyI1737wR3XvXtwXEHCyStF2rRk12MQ6ZgaZ0kNm101JrOgpqDZVaWDUI1BJJbiYli2DAoLg5FKTZqX9nftGmwvLAzKKSlIB6Eag0g8BQXBhHg1NcE0F2vWwI4d/O3112HECM7+2c/U0SwdjhKDSEv06QPTpn3ydtm99/Lee+9xtpKCdEBqShI5BPn5+ZSXl2c6DJFWocQgcgiUGKQjSyoxmFkvM1tiZuWh52YTxJjZv5nZa2GP3WY2PrRvjpm9GbZvZDLxiKTLoEGDePPNN9m/f3+mQxFJuWRrDLcCS909H1gaeh/B3V9y95HuPhI4H6gF/hRWZFrjfnd/Lcl4RNKie/fuHH300WzdujXToYikXLKJYRzBvGKEnscnKP9VYJG71yYoJ9LmqTlJOqpkE8Ox7v5u6PW/gGMTlJ8APN5k2z1mttrMHjSzbrEONLNrzazMzMpqtGyitAFKDNJRJUwMZvZ72vTpAAAIa0lEQVSCma2N8hgXXs7dHYh5e6iZHQ8MBxaHbZ4ODAFGAb2AW2Id7+6z3b3A3Qv6aIigtAGDBg1SYpAOKeF9DO5+Yax9ZrbNzI5393dDX/zVcU71deBZd98Xdu7G2sYeM/s1MLWFcYtkXH5+PsuXL890GCIpl2xT0gIOrHJ4JfBcnLKX06QZKZRMMDMj6J9Ym2Q8ImmjpiTpqJJNDPcCF5lZOXBh6D1mVmBmjzQWMrOTgBOBZU2Of8zM1gBrgN7AD5OMRyRtTj75ZDZv3kx9fX2mQxFJqaSmxHD37cAFUbaXAdeEvd8M9I1S7vxkfr5IJuXm5nLMMcewZcsWBg4cmOlwRFJGdz6LJEHNSdIRKTGIJCE/P5+KiopMhyGSUkoMIklQjUE6IiUGkSToXgbpiJQYRJKgGoN0REoMIkkYOHAgW7Zs0ZBV6VCUGESSkJOTw3HHHcfmzZszHYpIyigxiCRJzUnS0SgxiCRJiUE6mqTufBbJetXVTHj7bXKWLoUlS6BHDxgxAiZOBM0CLO2UBbNlty8FBQVeVlaW6TAkm5WWwowZsGgR9Q0NdNm798C+3FxwhzFjYPp0GDUqc3GKhDGzle5ekKicmpJEDlZJCYweDfPnw+7dkUkBoK4Odu8O9o8eHZQXaUfUlCRyMEpKYOpUqG3B6rTuQbmpoWVGiotbNzaRFFGNQaSlSkubJYU9wNVAf+BIYCSwqOlxjclBzZ/STigxiLTUjBlBM1GYeg4sNLKTYEGRrwObmx5bVxccL9IOKDGItER1NSxaFDQPhTkcuBM4ieCX6cvAAGBl0+PdYeFCqKlp9VBFkpVUYjCzr5nZOjNrMLOYPd1mdrGZbTSzCjO7NWz7ADP7e2j7k2bWNZl4RFrNnDktKrYN2AScGm2nWYvPI5JJydYY1gKXAn+OVcDMOgOzgDHAKcDlZnZKaPd9wIPuPgjYQdBcK9L2rF4djDSKYx9wBcHi50OiFairgzVrUh+bSIollRjcfYO7b0xQ7Eygwt3fcPe9wBPAODMz4Hzg6VC5ucD4ZOIRaTU7d8bd3QD8O9AV+Em8gjt2pC4mkVaSjj6GvsDbYe+3hrYdDXzg7vVNtou0PT16xNzlBFXdbcA84LB458nLS2lYIq0hYWIwsxfMbG2Ux7h0BBgWx7VmVmZmZTXqwJN0GzECcnKi7ioGNgDPA7nxzpGbC8OHpz42kRRLmBjc/UJ3Hxbl8VwLf0YVwYi+Rv1C27YDPc2sS5PtseKY7e4F7l7QR3PQSLoVFUXd/Bbwc+A14DjgiNDjsWiF3WOeR6QtSUdTUimQHxqB1BWYACzwYJKml4CvhspdCbQ02Yik1zHHBHMfmUVs7k/QlLQb+DjscUXT481g7FhNrCftQrLDVQvNbCtwNvAHM1sc2n6CmS0ECPUhTAIWE9S4n3L3daFT3ALcZGYVBH0Ov0wmHpFWNX160Bx0KHJzg+NF2gHNripyMA5mrqRG3bvDzJmaK0kyrqWzq2oSPZGD0fjlPnVqcF9CvD+szIKagpKCtDOaEkPkYBUXw7JlUFgYjFRq2ryUmxtsLywMyikpSDujGoPIoSgogHnzgrmP5swJ7mjesSO4T2H48GD0kTqapZ1SYhBJRp8+MG1apqMQSSk1JYmISAQlBhERiaDEICIiEZQYREQkghKDiIhEUGIQEZEISgwiIhJBiUFERCK0y0n0zKyGYCr8dOoNvJfmn9le6NrEpmsTn65PbK1xbfq7e8Jb8ttlYsgEMytryayE2UjXJjZdm/h0fWLL5LVRU5KIiERQYhARkQhKDC03O9MBtGG6NrHp2sSn6xNbxq6N+hhERCSCagwiIhJBiSEGM/uama0zswYzizkywMwuNrONZlZhZremM8ZMMbNeZrbEzMpDz3kxyu03s9dCjwXpjjOdEn0OzKybmT0Z2v93Mzsp/VFmRguuTZGZ1YR9Vq7JRJyZYGa/MrNqM1sbY7+Z2f8LXbvVZvZ/0hGXEkNsa4FLgT/HKmBmnYFZwBjgFOByMzslPeFl1K3AUnfPB5aG3kdT5+4jQ49L0hdeerXwc3A1sMPdBwEPAvelN8rMOIjfkSfDPiuPpDXIzJoDXBxn/xggP/S4FihJQ0xKDLG4+wZ335ig2JlAhbu/4e57gSeAca0fXcaNA+aGXs8FxmcwlragJZ+D8Gv2NHCBmVkaY8yUbP0daRF3/zPwfpwi44BHPbAC6Glmx7d2XEoMyekLvB32fmtoW0d3rLu/G3r9L+DYGOVyzKzMzFaYWUdOHi35HHxSxt3rgZ3A0WmJLrNa+jtyWaip5GkzOzE9obULGfmOyeo1n83sBeC4KLtuc/fn0h1PWxLv2oS/cXc3s1hD2/q7e5WZDQReNLM17l6Z6lil3XseeNzd95jZdwhqVudnOKasltWJwd0vTPIUVUD4Xzf9QtvavXjXxsy2mdnx7v5uqFpbHeMcVaHnN8zsZeB0oCMmhpZ8DhrLbDWzLkAPYHt6wsuohNfG3cOvwyPA/WmIq73IyHeMmpKSUwrkm9kAM+sKTAA69OibkAXAlaHXVwLNaldmlmdm3UKvewPnAuvTFmF6teRzEH7Nvgq86NlxE1HCa9OkzfwSYEMa42vrFgD/ERqddBawM6wZt/W4ux5RHkAhQXveHmAbsDi0/QRgYVi5scAmgr+Eb8t03Gm6NkcTjEYqB14AeoW2FwCPhF6fA6wBVoWer8503K18TZp9DoC7gUtCr3OA3wEVwKvAwEzH3IauzQxgXeiz8hIwJNMxp/HaPA68C+wLfd9cDVwHXBfabwSjuipDv0cF6YhLdz6LiEgENSWJiEgEJQYREYmgxCAiIhGUGEREJIISg4iIRFBiEBGRCEoMIiISQYlBREQi/H9sbFg7fWpvNwAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "74\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'S'}\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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+qWLuXJg8GSsro3HYoreBFsD1lQXOwZEjMHmyPgBEpE6U/FNBcbGXyI8cibj4F0DEBp7KD4AMuzYiIvWn5J8KCgu9Jp0IngZOAwZGW7eszFtfRKQWlPz9VlICq1Z5TTlhPgfuBmJ2/nQOiopg//4EBSgi6UjJ328LF0ZdNA0YC3SsbhtmMbcjIhJOXT39tnVr1V49wD+A54E3arKNsjLYti3OgYlIOlPy91tpacTil4D3gLzg6y+AE8BO4PVIKxw6FPfQRCR9Kfn7LScnYvF4YETI6zl4HwZRO3a2aRPPqEQkzanN3289e0KLFlWKs4HTQx7fwOvrH3Fgh6ws6NEjgUGKSLpR8vfb6NE1qjYd+FO0hc7VeDsiIqDk77/27b2xeszqtr4ZDBmiwd5EpFaU/FNBQYHXdFMHrkULb30RkVqIS/I3s0FmttvM9pjZlAjLm5vZn4PLN5pZ53jsN2306gVz5kB2dq1W+6pJE+5r25aPO1Z7J4CIyCnqnfzNrDHwEDAYOBu4zszODqs2FjjknPsO8AAwq777TTsTJ379AVBdE5AZZGfT9Pe/p2L8ePr168f777+fnDhFJC3Eo6vn+cAe59y7AGb2NDAUr0t6paF41ywBngEeNDNzqTqTjF8mTvS+BRQWekM2mJ065k9Wlndxd8gQKCjAAgHuBk477TT69u3Lc889R/fu3X0LX0Qajngk/zOBD0Ne7wUuiFbHOVduZqXAN4FPQyuZ2Xi8Lu7k5eWRkQIBWLLEG6tn4ULvzt1Dh7x+/D16eL16wi7uTpo0iZycHAYMGMCzzz7Leeed50voItJwpNRNXs65ecA88KZx9Dkcf+Xmwu2317j6qFGjaNWqFYMGDWLJkiX07ds3gcGJSEMXjwu++4BOIa87Bssi1jGzJkAOcCAO+5YQw4cP56mnnuKqq67if/7nf/wOR0RSWDySfzHQzcy6mFkzvFEJlofVWQ6MCj6/GnhB7f2Jcemll/K3v/2NUaNGsXjxYr/DEZEUVe9mn2Ab/s3AaqAxMN85t8PM7gU2OeeWA38EnjCzPcBBTh22RuKsT58+PPfccwwePJjPP/+ccePG+R2SiKSYuLT5O+eKgKKwsrtDnh8FronHvqRmvve977F27Vouu+wySktLue222/wOSURSSEpd8JX46tatG+vWreOyyy7j0KFDzJgxA6vrMBIiklY0vEOa69SpE+vWraOoqIhbbrmFiooKv0MSkRSg5J8BcnNzefHFF9myZQujRo2ivLzc75BExGdK/hkiJyeH1atXc+DAAa6++mqORpg6UkQyh5J/BsnOzmbZsmU0b96cyy+/nMOHD/sdkoj4RMk/wzRr1oynnnqKrl27ctlll3Hw4EG/QxIRHyj5Z6DGjRszb948+vbty8UXX8xHH33kd0gikmTq6pmhzIzZs2fTpk0b+vbty5o1a+jSpYvfYYlIkij5ZzAz48477yQnJ4d+/fqxevVqzj47fCoGEUlHSv7CL37xC1q3bs0ll1zCypUrCQQCfockIgmm5C8AjBw5ktatWzNkyBD+8pe/cPHFF/sdkkjDVFLizcWxdSuUlkJODvTsCWPGVJmLw0+WqoNrBgIBt2nTJr/DyDh///vfue6661iwYAGXX3653+GINBzFxd4sfKtWea9D76WpnIVv8GAoKPBm7EsQM9vsnKv267t6+8gpBg4cyIoVK7jxxhtZtGiR3+GINAxz50L//rBsmZf0w2+iLCvzypYt8+rNnetHlKdQs49UccEFF/D888+fHBL65z//ud8hiaSuuXNh8mQ4cqT6us559SZP9l5PnJjY2GLQmb9E1KNHD9auXcusWbOYNWuW3+GIpKbi4oiJ/0EgADQHRkdar/IDwMembSV/ierb3/4269at47HHHqOgoIBUvT4k4pvCQq9JJ8wZwF3AjbHWLSvz1veJkr/EdOaZZ/Lyyy+zZs0abrrpJg0JLVKppMS7uBvhpGg4cCXwzVjrOwdFRbB/f4ICjE3JX6rVrl07XnjhBXbt2sXIkSM5fvx41UolJTB7Nlx/Pfz4x97P2bN9+8MWSbiFC+u/DbP4bKcOlPylRlq3bs2qVasoLS3lqquuoqzyq25xMQwfDvn5cM898OSTsHKl93P6dMjL85YXF/sav0jcbd1atVdPbZWVwbZt8YmnlpT8pcaysrL461//SsuWLRkyZAhHH3igwXVvE4mb0tL4bOfQofhsp5aU/KVWmjZtyp/+9CfGlZfjKns5VHchOLR7mz4AJF3k5MRnO23axGc7taTkL7XW+PXX+enrr5MVdvG3P9AC+Ebw8X/CV0yB7m0icdOzJxXNm0dcVA4cBU4EH0eDZVVkZUGPHomKMCYlf6m9wkIsQvc28Po3fxF87I5UwefubSL1VVFRwcqVK7m2qIivjh2LWGcmkAXcD/wp+HxmpIrOwejRCYo0Nt3hK7UTo3tbjYR2b0uhQa5EqvPZZ5+xYMECHnzwQdq2bcukSZNompMDK1ZU+X+YHnzEZAZDhvj2f6Azf6mdarqlFQDtgP8AXopWycfubSK1tXPnTm666Sa6dOlCcXExTz75JK+99hojR46k8V13eU03dZGV5Q3y5hMlf6mdGN3bZgHvAvuA8cCPgXciVfSxe5tITZw4cYLly5dz6aWXMnDgQHJzc9mxYwdPPfUUvXv3xsy8ir16wZw5kJ1dux1kZ3vr+Th3hpp9pHZidG+7IOT5KGARUATcEqmyT93bRGI5dOgQ8+fP56GHHiI3N5dbbrmFa665huZRLuwCXw/ONnmyd2ITq0nUzDvjnzPH10HdQGf+Ulu16N5mQNR/A5+6t4lEsmPHDiZMmEDXrl154403WLRoERs3buT666+PnfgrTZwIa9fCsGHQokXVpqCsLK982DCvns+JH3TmL7XVsycsWVKl6eczYCNwMd4f1Z+Bl4HfRdjE8SZNONqlC60SHauknzjOknXixAlWrFjBH/7wB3bu3MmECRPYtWsXp59+et1iCwS8/439+70Yt23zvuG2aeN15xw9OrU6OTjnUvLx/e9/30kK+uQT51q0cM77cnvyUQIuAO4b4HLAXQDuubA6lY9jjRq5rq1aueHDh7uVK1e648eP+/2uJNW99ppzw4Z5f3vhf39ZWV7ZsGFevWocOHDAzZ4923Xu3Nn17t3bPfnkk+7YsWNJeBPJAWxyNcixavaR2mnf3puKrvKCV1AuUAwcxvsWsAG4LNL6ZjS78kre2LuXQYMGMWPGDPLy8igoKODtt99OdPTSEMVplqxt27Yxfvx4vv3tb7Nt2zYWL17M+vXr+elPf0qzZs0S/jZSjZK/1F5BQb27t7Vu3Zqf/exnbNiwgTVr1nD8+HEuuugi+vXrx8KFC/niiy/iG7M0TKGzZAUvpF4PdABaA2cBj1bWjTCMSHl5OUuXLmXAgAH88Ic/pFOnTrz55ps8/vjj9ErgPLoNQk2+HvjxULNPinv4YeeysyM260R9ZGd760Vx7Ngxt3TpUvejH/3InXbaaW7cuHHu1VdfdRUVFUl8Y5IyXnst4t/YdnBHg893gfsWuE1hdSqystzCm292eXl5rk+fPm7RokVp1bQTCzVs9jHnUnN2pkAg4DZpDJjUVnlWloDubf/617944oknmD9/Po0aNeLGG2/khhtu4Fvf+lacgpeUN3y415QT429rN96YUr8Drg0pPwG8npeHLVlCwMe+9H4ws83OuWrftJp9pO4S2L3tjDPO4I477uDNN9/kv//7v9m1axfdu3fnyiuvZPny5ZEnlJH0Uc0wIjcB2UB3vCagIWHLGwO9SkoI5OcnNMyGTGf+Eh9J6N52+PBhFi9ezPz583n33Xe54YYbGDNmDN27d4/L9iWFzJ7tTQ4UY7KUE8B6vGFE7gCahlfIyoJf/Qpuvz1RUaakmp75q5+/xEdubsL/yVq1asXYsWMZO3Ysb775JgsWLGDAgAF07dqVsWPHcs0119Cqle4eSAs1mCWrMXAR3qiZc4FJ4RU0jEhM9Wr2MbO2ZrbGzN4O/qxy26aZnWtm681sh5ltNbOf1GefIgDdu3dn1qxZfPDBB9xxxx0sX76cvLw8brzxRv73f/+Xen+j1ZzEvqqoxfAf5UQZQwo0jEgM9Wr2MbPZwEHn3P1mNgVo45y7I6zOWYBzzr1tZmcAm4F/c859FmvbavaR2vr4449PXiSuqKg4eZG4Q4cONd9IcbE338CqVd7r0LPPrCyvDXrwYK+7a6Z3FYyj/fv3s379el599VXWr1/PhFde4boTJ6rUKwFeAH6EN0b+88BwvHGkroi04ZEj4fHHExd4Cqpps099k/9uoL9z7iMz6wC85JyrMoFT2DpbgKudczHv6FHyl7pyzrFhwwbmz5/PM888w0UXXcTYsWO5/PLLadq0Ssvw1xLYeyklxHFohPooLy9n+/btJxP9+vXr+fTTT7ngggvo06cPffr0od+GDWTdf3+Vpp/9wNXAFqACyMdr7vlZpB2pzT+2mvQHjfYAPgt5bqGvo9Q/H9gFNKpu2+rnL/Fw+PBht2DBAte3b1/Xvn17d9ttt7kdO3ZUrRjlvoVF4LqDywbXFdzLtbhvIWXEcWiEuti/f79bsWKFu/POO92AAQNcq1atXPfu3d2YMWPcvHnz3Pbt292JEydOXSnKMCK1erRo4VxJSULeUyqjhv38a5Lgnwe2R3gMDU/2wKEY2+mA1y23d4w644FNwKa8vLzEHyXJKLt373ZTpkxxHTp0cL1793bz5s1zpaWlUW8meg5cHrj14E6A2xt8VLlxrbjY77cWXeWHmlnsRGkWlw+z8vJyt2XLFvfII4+4UaNGuW7durlWrVq5gQMHumnTprmioiJ34MCBmm1s2LDq4471foYPr9d7aajilvxjruwl8w4uJLlHqdcaeB2vuadG29aZvyTK8ePH3cqVK93w4cPdaaed5jbl5bmKCEmmD7hHG3KSCfs20zLs0QjczbW8CzvcwYMHXVFRkbvrrrvcwIEDXevWrd1ZZ53lRo0a5R555BG3ZcsWV15eXrf4o3wo1/hu8lT+UE6gmib/+rb5/wY44L6+4NvWOfd/w+o0A1YBK5xz/6+m21abvyTD/h07aHPuuTQpLz+l/ATeBcV78caOOQpcCfwmWH6KFi3ggw9Sa7je4mJvkLMjRyIu/gI4HW+ynX7hC7OzvZvywu6MraioYOfOnSfb6devX8/evXvp1avXybb63r17065du/i9j9CxfWqqcpashnQ9Jo6S1c//fmCxmY0F3id4h7WZBYAJzrlxwbJ+wDfNbHRwvdHOuX/Uc98i9Zb77LPQpAmEJf9PgOPAM8A6vBuIhgIzgfvCN1I5J3EqXVgsLPQuXEexBGgP9I20sKwMCgv57I9/ZOPGjScT/caNG2nXrh19+vThwgsvZNKkSZxzzjk0aZLA24Ua6CxZDYHu8JXMdv318OSTVYoPAW2BhXhTUoKXMGcCb0TYzBvnnEPRiBFkZ2eTnZ1NVlbWyeexymL2PqqrkhLIz495k9QleGdk06MsP2ZG9+xs8gOBU87q27dvH/94a2LTJu8DrajIS/KhH2yVXXCHDPG64GbYWD7hdIevSE1EmZO4DdARrwtbJYtY09Py+HG+/PJLPv30U44cOXLKo6ysLGLZl19+CVCjD4lIZdHKOz39NKe76JN1vA+sBf4Y4/00bdaMPXfdReMpU2LUSqKGNktWA6DkL5ktxpzEY4A/AIPwmn0ewLu5KJKzzj+fX//617Xe/fHjx6v9kIhUdvDgwah179q9mx8fOxZ1n0/gDYvQJUZcjY4dg507a/1+Ei4Jw4hkCiV/yWxR5iQGmAZ8ijdhSAu8i1dTI20jK8s7+6yDpk2bkpOTQ06MD6Fa+/GPYeXKqIsfB2p0Pq+hEdKahnSWzDZ6dNRFTYGH8aal/Bj4Pd6HQBXOxdxO0sX4IHkV2AdcU5PttKkyVJekESV/yWxR5iSuMTPvQmMqtTf37Ol1P43gMbyxcKod+7Qe32akYVDyF4nDnMQpJca3kP/Ca/OvVqp9m5G4U/IX6dXL6xuenV279SpvJkq1roXp+G1G4k7JXwS8m4IqPwCqS5pmqX8Xabp9m5G4U/IXqZTAOYmTLt2+zUhllwqFAAAGB0lEQVTcqaunSKh0uplIQyNIDBreQSTdaWiEjKLhHUTEk07fZiRulPxFMoWGRpAQuuArIpKBlPxFRDKQkr+ISAZS8hcRyUBK/iIiGUjJX0QkAyn5i4hkICV/EZEMlLLDO5jZfry5pv3QDm8Gv1SVyvEptrpJ5dggteNTbKfKd85Ve8t2yiZ/P5nZppqMjeGXVI5PsdVNKscGqR2fYqsbNfuIiGQgJX8RkQyk5B/ZPL8DqEYqx6fY6iaVY4PUjk+x1YHa/EVEMpDO/EVEMlDGJn8za2tma8zs7eDPNhHqDDCzf4Q8jprZlcFlC83snyHLzk12fMF6J0JiWB5S3sXMNprZHjP7s5k1S2ZsZnauma03sx1mttXMfhKyLO7HzswGmdnu4PudEmF58+Bx2BM8Lp1DlhUEy3eb2Q/rG0sdYrvVzHYGj9PfzSw/ZFnE328SYxttZvtDYhgXsmxU8G/gbTMb5UNsD4TE9ZaZfRayLNHHbb6ZlZjZ9ijLzcx+H4x9q5mdF7IsocetxpxzGfkAZgNTgs+nALOqqd8WOAhkB18vBK72Oz7giyjli4ERweePABOTGRtwFtAt+PwM4CPgtEQcO6Ax8A7QFWgGbAHODqtzE/BI8PkI4M/B52cH6zcHugS30zjJsQ0I+buaWBlbrN9vEmMbDTwYYd22wLvBn22Cz9skM7aw+rcA85Nx3ILb7wecB2yPsnwIsAowoDewMRnHrTaPjD3zB4YCjwWfPwZcWU39q4FVzrkjCY3qa7WN7yQzM+AS4Jm6rB+P2Jxzbznn3g4+/xdQAiRqrsDzgT3OuXedc18BTwdjjBbzM8DA4HEaCjztnDvmnPsnsCe4vaTF5px7MeTvagPQMY77r1dsMfwQWOOcO+icOwSsAQb5GNt1wKI47j8m59zLeCeD0QwFHneeDcBpZtaBxB+3Gsvk5P8t59xHwecfA9+qpv4Iqv5x3Rf8SveAmTX3Kb4WZrbJzDZUNkkB3wQ+c86VB1/vBc70ITYAzOx8vLO3d0KK43nszgQ+DHkd6f2erBM8LqV4x6km6yY6tlBj8c4YK0X6/SY7tquCv6tnzKxTLddNdGwEm8m6AC+EFCfyuNVEtPgTfdxqLK3n8DWz54HTIyyaGvrCOefMLGq3p+Andg9gdUhxAV7ia4bXnesO4F4f4st3zu0zs67AC2a2DS+x1Uucj90TwCjnXEWwuN7HLh2Z2fVAALg4pLjK79c5907kLSTECmCRc+6Ymf0c79vTJUncf02MAJ5xzp0IKfP7uKW8tE7+zrlLoy0zs0/MrINz7qNggiqJsalrgb86546HbLvyzPeYmS0AJvsRn3NuX/Dnu2b2EvDvwBK8r5lNgme5HYF9yY7NzFoDzwJTg199K7dd72MXZh/QKeR1pPdbWWevmTUBcoADNVw30bFhZpfifbBe7Jw7Vlke5fcbryRWbWzOuQMhLx/Fu95TuW7/sHVfilNcNYotxAjgF6EFCT5uNREt/kQftxrL5Gaf5UDllfZRwN9i1K3SnhhMepXt61cCEa/6JzI+M2tT2WRiZu2A/wB2Ou/K0ot41ymirp/g2JoBf8Vr93wmbFm8j10x0M28Hk7N8JJBeA+P0JivBl4IHqflwAjzegN1AboBr9UznlrFZmb/DvwXcIVzriSkPOLvN8mxdQh5eQWwK/h8NfCDYIxtgB9w6jfjhMcWjK873oXT9SFliT5uNbEcuCHY66c3UBo86Un0cas5P64yp8IDr73378DbwPNA22B5AHg0pF5nvE/rRmHrvwBsw0tcfwK+kez4gAuDMWwJ/hwbsn5XvCS2B/gL0DzJsV0PHAf+EfI4N1HHDq93xVt4Z3dTg2X34iVUgBbB47AneFy6hqw7NbjebmBwAv7WqovteeCTkOO0vLrfbxJjKwR2BGN4Eegesu6NweO5BxiT7NiCr6cD94etl4zjtgivB9txvHb7scAEYEJwuQEPBWPfBgSSddxq+tAdviIiGSiTm31ERDKWkr+ISAZS8hcRyUBK/iIiGUjJX0QkAyn5i4hkICV/EZEMpOQvIpKB/j+qJVWlsZtgrQAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "90\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'C', 7: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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PHTvGwho18LWUXYz780GgYFbCwziJ4U++AjpkN8IbE0qWGApMmnR2Lr0PYwC/owl5ec75c+dWRmRlpqr8/PPPAX2g5+bmoqo0aNCg2Hbeeeeded2sWTMuv/zyQmXeW7169ZC77nJuXisiDqf7yPv2tBJvVYuLC+4vyhhTIksM4AySLl7st/toNvALnAHTnb4qqMKiRZCTU+FB0vz8fH766aeAPtB//PFHateuXeqHeuvWrYuVeW916tQJzl3FHTo4ydJHd9II4H9w1j+pBTwP3OrrGjEx0L594LEYY8rMEgOUOLj5I/BfwAqcO/P8UeCHv/6V3YMHl/sDPTc3l59//pl69eqV+qF+wQUX+Cwv2K9Vq1ZQfzUBSUlxlr7w4QngP8ClQF1gEPC4r4qqznWMMSFjiQGc+xR8fKsF5wPsHpyuj5LIsWOkT5nCUx984PND/fzzz+fiiy/2+6F+7rnnUqNGFZsL0LixM603La1Ya6wWMNXd/BKBvn1tqqoxIWaJAZyb13zYDCzDmTFTFgN79mTge+8FK6qqITXVWfvIz6B+SfLr1KFGamolBGWMKUkV+4paQQ0a+CxeCXwDtASaApOBucA1/q5jg6TFJSQ4C+LFxpbrtJO1a5NauzYZUXgDpjHRzhIDOIOkdesWKx4JfI3TctgM/Bboh5/FnGyQ1L/Ro88mh9IGtUUgNpZaL7xAt9dfp2/fvixcuDA0cRpjAEsMDj+Dm7E4LYWCrT7OQKnPHm8bJC3Z6NGQng7JyU4SjokpfDwmxilPTnbqjR5N//79ee+997jnnnuYMWNGeOI2phqyMQYocZDU20R/B2yQtGw8Hmf6ak6OMxMsK8u5eS0uzmltpaQU+x1ed911fPzxx/Tp04c9e/YwYcIEe0CPMZXMFtErkJHhrH1UgUFSYmOdb7lV5M7nSHTgwAH69etHx44dmTZtWmRNyzUmStgieuVVwUFSYmOd8ywpVKomTZqwcuVK9u/fz4ABAzhy5Ei4QzKmyrLE4K0Cg6QFj6A0la9+/frMnz+fZs2a0bNnTw4cOBDukIypkiwxFFWBQVITOrVq1eLll1+mX79+dO3alR07doQ7JGOqnKAMPotIEvA3nCe4vayqTxc5/jBwL84T3HKA/6Oq37rHTgMF6yrvVtX+wYgpIBUYJDWhIyJMnDiRFi1a0KNHD9LS0rj22mvDHZYxVUbAg88iUhP4CugN7MV5TOdQVd3mVacnsF5Vj4rIaCBRVQe7x46oav3yvGelP8HNRI2FCxeSkpLCjBkz6N8//N8pjIlkoRx87gLsVNVdqnoCZzHSAd4VVPUjVS2Y7rOO0pceMqZM+vXrx6JFixg1ahQvvfRSuMMxpkoIRmJoDuzx2t/rlvlzD7DYa7+uiGSKyDoRud3fSSIy0q2XmZOTE1jEpkpJSEhg1apVTJ48mT/84Q9E4xRsYyJJSAefRWQY4AGe9Spu5TZtfg28ICJtfJ2rqtNV1aOqnnjr3zdFXHLJJaxdu5alS5cyYsQITp48Ge6QjIlawUgM+4ALvfZbuGWFiMjNOEvu91fV4wXlqrrP/bkLZ926TkGIyVRD8fHxrFixgoMHD3Lrrbfy008/hTskY6JSMBJDBtBWRFqLSG1gCLDAu4KIdAJewkkK2V7lcSJSx33dCOgGbMOYCqpXrx7z5s3joosu4sYbb+T7778Pd0jGRJ2AE4OqngIewFl09AvgHVXdKiJPiUjBNJFncdag+5eIbBaRgsRxBZApIp8BHwFPe89mMqYizjnnHP7xj38wcOBAunbtypdffhnukIyJKrZWkqnS/vnPf5Kamsq7775L165dwx2OMWFlayUZA4wYMYKZM2dy++23M2/evHCHY0xUsGW3TZWXlJTE4sWL6d+/P/v372fMmDHhDsmYiGaJwVQLnTt3ZvXq1SQlJbFnzx7+/Oc/U6OGNZiN8cX+Mky10bp1a9asWcPHH3/M3XffzYkTJ8IdkjERyRKDqVYaNWrEsmXLOHLkCH379uXHH38Md0jGRBxLDKbaiY2NZe7cuVx66aV0796d/fv3hzskYyKKJQZTLdWsWZMXX3yRIUOG0LVrV7Zts9tnjClgg8+m2hIRUlNTadGiBT179mTOnDl079493GEZE3bWYjDV3l133cUbb7zBHXfcwZw5c8IdjjFhZy0GY4DevXvz4Ycfcuutt7Jv3z5+97vfhTskY8LGEoMxro4dO7JmzZoz9zo888wzdq+DqZbsX70xXlq1asWaNWtYt24dv/nNbzh+/HjpJxlTxVhiMKaIhg0bsnTpUk6cOEFSUhKHDx8Od0jGhJQlBmN8iImJ4Z133qF9+/Z0796dvXv3hjskY0LGEoMxftSsWZO//e1v3H333XTt2pXPP/883CEZExJBSQwikiQiX4rIThF5zMfxOiLytnt8vYhc5HUs1S3/UkR+GYx4jAkWEWHcuHE8/fTT3HTTTaxcuTLcIRlT6QJODCJSE3gR6ANcCQwVkSuLVLsHOKSqlwDPA39xz70S51Gg7YAkYKp7PWMiyq9//Wtmz57NoEGDmD17drjDMaZSBaPF0AXYqaq7VPUEMBsYUKTOAOBV9/UcoJeIiFs+W1WPq+q/gZ3u9YyJODfddBPLli1j3LhxPPfcc+EOx5hKE4z7GJoDe7z29wLX+qujqqdEJBc43y1fV+Tc5kGIyZhK0aFDB9asWUOfPn3Ys2cPf/3rX33f65CdDTNnwpYtkJsLDRpAhw4wYgTEx4c8bmPKI2oGn0VkpIhkikhmTk5OuMMx1VjLli1ZvXo1n376KYMHD+bYsWNnD2ZkwMCB0KoVTJgAs2bB++87PydOhJYtneMZGWGL35jSBCMx7AMu9Npv4Zb5rCMi5wANgINlPBcAVZ2uqh5V9cTbNy4TZnFxcSxZsoQaNWpwyy23cOjQIZg2DRITIS0Njh1zNm95eU5ZWppTb9q0cIRuTKmCkRgygLYi0lpEauMMJi8oUmcBMNx9fSewQlXVLR/izlpqDbQFNgQhJmMqXd26dXnrrbfweDz8/coryX/kETh6FFRLPlHVqTd2rCUHE5ECTgyqegp4AFgCfAG8o6pbReQpEenvVpsBnC8iO4GHgcfcc7cC7wDbgA+AMap6OtCYjAmVGjVq8NzQoYw/eJAaeXlnyusX2WoCDxY9uSA5ZGaGKlxjykS0tG83Ecjj8Wim/TGZSDFwoNM95Odv6QjQFFgE9Ch6UASSk2Hu3MqN0RhARDaqqqe0elEz+GxMRMrOhsWLS+w+mgs0Bnw+AkgVFi0Cm1BhIoglBmMCMXNmqVVeBe4GxF8FkTJdx5hQscRgTCC2bCk++8jLt0A6Z2de+JSXB1lZQQ7MmIqzxGBMIHJzSzz8OnAD0Lq06xw6FKSAjAmcJQZjAtGgQYmHX6OU1kKBuLhgRGNMUFhiMCYQHTpA3bo+D63FuVvzV6VdIyYG2rcPcmDGVJwlBmMCkZLi99CrwEDg3NKuoVridYwJNUsMxgSicWPo08eZWVTESzhjDCUSgb59bWE9E1EsMRgTqNRUpzuoImJinPONiSCWGIwJVEICTJ4MsbHlOu2oCO/37Il27lxJgRlTMZYYjAmG0aPPJgcf3UqFiEBsLCcnTeK/9u9n1KhRnDp1KjRxGlMGlhiMCZbRoyE93Vn7qG7d4t1LMTFOeXIypKfT4NFHSU9PZ/fu3dx+++38/PPP4YnbmCJsET1jKkNOjrPMRVaWc/NaXJwzJTUlpdhA88mTJxk1ahRZWVksXLiQxo0bhyVkU/WVdRE9SwzGRABVZeLEicyaNYvFixfTtm3bcIdkqqCyJoZgPPPZGBMgEeHJJ5+kRYsWdO/enbS0NK677rpwh2WqKRtjMCaC3HfffcyYMYPbbruNBQuKPgjRmNAIKDGISEMRWSoiO9yfxRZ8EZGOIvKJiGwVkS0iMtjr2EwR+beIbHa3joHEY0xV0K9fPxYtWsSoUaOYZo/+NGEQaIvhMWC5qrYFlrv7RR0F7lbVdkAS8IKI/MLr+DhV7ehumwOMx5gqISEhgdWrV/Pcc88xfvx4onEs0ESvQBPDAJwlYXB/3l60gqp+pao73Nf7gWzA7v83phRt2rRh7dq1rFixguHDh3PixIlwh2SqiUATQxNV/c59/T3QpKTKItIFqA187VX8J7eL6XkRqRNgPMZUKfHx8axYsYLDhw/Tr18/fvzxx3CHZKqBUhODiCwTkc99bAO866nT1vXb3hWRZjhrio1Q1Xy3OBW4HEgAGgKPlnD+SBHJFJHMHHs+rqlGYmNjeffdd2nTpg09evRg//794Q7JVHGlJgZVvVlVr/KxzQcOuB/4BR/82b6uISLnAQuBx1V1nde1v1PHceCfQJcS4piuqh5V9cTbSpSmmjnnnHOYNm0agwYNomvXrmzbti3cIZkqLNCupAWcfUDVcGB+0QoiUhuYB7ymqnOKHCtIKoIzPvF5gPEYU2WJCOPHj+epp56iZ8+erFq1KtwhmSoq0MTwNNBbRHYAN7v7iIhHRF526wwCegApPqalzhKRLCALaAT8d4DxGFPl3X333bzxxhvccccdzJkzp/QTjCknWxLDmCi1efNmbr31VsaOHctDDz0U7nBMFCjrkhh257MxUapjx46sWbOG6dOn88gjj5Cfn1/6ScaUgSUGY6JYq1atWL16NRkZGQwdOpRjx46FOyRTBVhiMCbKNWzYkA8//JD8/Hx++ctfcujQoXCHZKKcJQZjqoC6devy9ttv06lTJ2644QZ2794d7pBMFLPEYEwVUaNGDV544QXuueceunXrxmeffRbukEyUssRgTBXz8MMPM3nyZHr37s3y5cvDHY6JQpYYjKmCBg8ezDvvvMPQoUOZNWtWuMMxUcae4GZMFZWYmMhHH31E37592bNnD48++ijOIgPGlMxaDMZUYe3atWPt2rW8+eabPPDAA5w+fTrcIZkoYInBmCquefPmrFq1iu3bt3PnnXeSl5cX7pBMhLPEYEw10KBBAxYvXky9evXo1asX//nPf8IdkolglhiMqSZq167Na6+9xo033ki3bt3YtWtXuEMyEcoGn42pRmrUqMGkSZNo0aIFN9xwAwsWLMDjKXVNNVPNWIvBmGpozJgxTJ06lT59+rB48eJwh2MijCUGY6qp22+/nfnz5zNixAhmzJgR7nBMBLGuJGOqsa5du5Kenk6fPn3Ys2cPEyZMsHsdTGAtBhFpKCJLRWSH+zPOT73TXk9vW+BV3lpE1ovIThF5230MqDEmhC677DLWrl3L+++/z3333cfJkyfDHZIJs0C7kh4DlqtqW2C5u+9Lnqp2dLf+XuV/AZ5X1UuAQ8A9AcZjjKmApk2bsnLlSvbt28eAAQM4cuRIuEMyYRRoYhgAvOq+fhW4vawnitNevQkoeGhtuc43xgRX/fr1WbBgAU2bNiUxMZEDBw4Ur5SdDc88A8OGwW23OT+feQZyckIfsKk0gSaGJqr6nfv6e6CJn3p1RSRTRNaJSMGH//nAYVU95e7vBZoHGI8xJgC1atVixowZ3HrrrXTt2pWvvvrKOZCRAQMHQqtWMGECzJoF77/v/Jw4EVq2dI5nZIQ1fhMcpQ4+i8gyoKmPQ49776iqioj6uUwrVd0nIhcDK0QkC8gtT6AiMhIYCdCyZcvynGqMKQcRYeLEibRo0YIePXqw5q67aDN1KuTlgfr4Ey9YYiMtDZYsgcmTYfTo0AZtgqrUxKCqN/s7JiIHRKSZqn4nIs2AbD/X2Of+3CUiK4FOwFzgFyJyjttqaAHsKyGO6cB0AI/H4y8BGWOC5N577+W6TZtoNnlyofJEYB1nPzyaA1+CkzSOHoWxY50DlhyiVqBdSQuA4e7r4cD8ohVEJE5E6rivGwHdgG2qqsBHwJ0lnW+MCZOMDK6aOZNYH4emAEfc7cuiBwuSQ2ZmZUdoKkmgieFpoLeI7ABudvcREY+IvOzWuQLIFJHPcBLB06q6zT32KPCwiOzEGXOwu2yMiRSTJp3tJiqvvDznfBOVRH31GUY4j8ejmfZtxJjKk53tDDQfO1bsUCKwFVDgMuBPblkxdevC7t0QH195cZpyEZGNqlrq4li2JIYxpriZM/0e+guwC2dAcCRwG/C1r4oiJV7/5I7EAAAPzUlEQVTHRC5LDMaY4rZs8dlaALgWOBeogzMw2A1Y5KtiXh5kZVVWhKYSWWIwxhSXW/bZ5ILTreTLKXsgUFSyxGCMKa5BA5/Fh4ElwDHgFDAL+BhI8nOZdz78kI4dOzJq1ChmzJhBVlaWPXc6CtjqqsaY4jp0gLlzi3UnnQT+AGwHagKXA2nApb6uERPDoCee4JJevdiwYQPp6ek8++yz7Nu3j2uuuYYuXbqc2Vq2bGmrukYQm5VkjCmuhFlJZeZnVtLhw4fJzMxkw4YNbNiwgfXr15Ofn38mSVx77bV4PB4aNmwY4H+EKaqss5IsMRhjfBs40FnmoiKfESKQnOy0Okqhquzbt4/169efSRYbN26kadOmhVoVHTt2pG7duhX4DzEFLDEYYwKTkQGJic6dzOUVGwvp6VDB50mfPn2a7du3n0kUGzZsYPv27VxxxRWFksXll19OjRo2VFpWlhiMMYGbNs1Z3qI8ySE2tlIW0svLy2Pz5s1nup82bNhATk4OnTt3PtMF1aVLF5o3t0Wa/bHEYIwJjoLk4G911QIiEBMT0tVVDx48SEZGRqGWRa1atQq1KjweDw38zLIKuexs56a/LVucKcENGjgD/SNGhOQOcUsMxpjgyczk6BNPUOODD6gTE4N4r6EUE+MkjL59ITW1wt1HwaCqfPvtt4USxaeffsqFF15YaHC7Q4cO1K4dwicJZ2Q4a0ctXuzsew/qF/z++vRxfn8JCZUWhiUGY0xQTZkyhS9Xr+Z/Ond27mg+dAji4qB9e0hJidg1kU6dOsW2bdsKDW7v3LmT9u3bF2pZXHLJJZUzXhFBLS5LDMaYoOrduzf3338/ycnJ4Q4lYD///DOffvppoZbF4cOHSUhIKJQsmjb19YyycoigMRqwxGCMCaLDhw/TsmVLvvvuO+rVqxfucCpFdnZ2sfGKevXqFeqC6ty5M/Xr1y/bBX3M6poCzASygKHua58CnNXlT1kTg935bIwp1aJFi7jxxhurbFIAaNy4Mf369aNfv36AM17x9ddfn0kSqampfPbZZ1x88cWFWhVXXXUVtWrVKn5BH8+zuADnzvElQIlPuih4nkUZ7gOpDNZiMMaUavDgwfTu3Zt777033KGE1cmTJ8nKyirUqvjmm2+4+uqrCyWLi+vXRy66yO+d438A9lJCiwEq5XkWIelKEpGGwNvARcA3wCBVPVSkTk/gea+iy4EhqpomIjOBG4GCpRxTVHVzae9ricGY0Dl+/DhNmzZl+/btNGnSJNzhRJyffvqJjRs3Frq/4v8cPMj448epk5/v85wyJYaYGHjySRg3Lmixhqor6TFguao+LSKPufuPeldQ1Y+Ajm5QDYGdwIdeVcap6pwA4zDGVJKVK1dy5ZVXWlLw49xzzyUxMZHExMQzZUfvuIM6774b2IXD+DyLQOdmDQBedV+/CtxeSv07gcWqWoF77I0x4TB//nwGDBgQ7jCiSuyJE8G50KFDpdepBIEmhiaq+p37+nugtK8UQ4C3ipT9SUS2iMjzIlLH34kiMlJEMkUkMycnJ4CQjTFlpaosWLDAEkN5BetO67i44FynnEpNDCKyTEQ+97EV+peizmCF3wELEWkGtMcZkC+QijPmkAA0pEg3VJHrT1dVj6p64iP0RhpjqpqNGzdSv359LrvssnCHEl06dHAGj4s4hfOQo9PuVvDAI59iYpybB8Og1MSgqjer6lU+tvnAAfcDv+CDP7uESw0C5qnqSa9rf6eO48A/gS6B/ecYY4LJupEqKCXFZ/F/AzHA08Ab7uv/9ncNVb/XqWyBdiUtwHkeOO7P+SXUHUqRbiSvpCI44xOfBxiPMSaI0tLSLDFUROPGztpHRZ5KNxGnW8V7m+jrfBFn7akw9Y4EmhieBnqLyA7gZncfEfGIyMsFlUTkIuBCIL3I+bNEJAvnRsBGlJA8jTGhtWvXLnJycrj22mvDHUp0Sk11uoMqIibGOT9MApquqqoHgV4+yjOBe732vwGKLZKuqjcF8v7GmMozf/58brvtNmrWrBnuUKJTQoKz5lFF10oK4yq19ugjY4xPNr4QBKNHOx/ysbHFupWKEanUBfTKwxKDMaaYgwcPsmnTJnr1KtYhYMpr9GhnQbzkZGemUtHupZgYpzw52akX5qQAtoieMcaHhQsX0qtXL2Iq2kduCvN4nAXxcnKcJ7hF+PMsLDEYY4qxbqRKEh8f1LWPKot1JRljCsnLy2PZsmVnlp821Y8lBmNMIcuXL6dTp040atQo3KGYMLHEYIwpxLqRjCUGY8wZ+fn5vPfee5YYqjlLDMaYM9avX098fDwXX3xxuEMxYWSJwRhzhnUjGbDpqsZUX9nZzpz6LVsgNxcaNOD8Dz/k5jfeCHdkJswsMRhT3WRkwKRJsHixs+/1wPoHgLoDBjgrg6amOuv9mGrHupKMqU6mTYPEREhLcxKCV1IA5/kAcuyYczwx0alvqh1rMRhTXUybVvaVPlWdemPHOvsRsH6PCR1rMRhTHWRk+EwKPwDJQD2gFfBm0fMKkkNmZkjCNJEhoMQgIr8Ska0iki8ifhcPF5EkEflSRHaKyGNe5a1FZL1b/raI1A4kHmOMH5MmQV5eseIxQG3gADALGA1sLVopL88531QbgbYYPgcGAh/7qyAiNYEXgT7AlcBQEbnSPfwX4HlVvQQ4BNwTYDzGmKKys52BZtVCxT8Dc4E/AvWBG4D+wOtFz1eFRYuclUFNtRBQYlDVL1T1y1KqdQF2quouVT0BzAYGuM95vgmY49Z7Fee5z8aYYJo502fxVziDjJd6lV2NjxYDOA+R8XMdU/WEYoyhObDHa3+vW3Y+cFhVTxUpN8YE05YtxWYfARwBzitS1gD4ydc18vKcZwiYaqHUWUkisgxo6uPQ46o6P/gh+Y1jJDASoGXLlqF6W2OiX26uz+L6wI9Fyn4EzvV3nUOHgheTiWilJgZVvTnA99gHXOi138ItOwj8QkTOcVsNBeX+4pgOTAfweDzqr54xpogGDXwWXwqcAnYAbd2yz4B2/q4TFxfsyEyECkVXUgbQ1p2BVBsYAixQVQU+Au506w0HQtYCMaba6NDBeaZwEfVwZo78F85A9BqcP8C7fF0jJsZ5BKWpFgKdrposInuB64GFIrLELb9ARBYBuK2BB4AlwBfAO6paML71KPCwiOzEGXOYEUg8xhgfUlL8HpoK5AGNgaHANPy0GFRLvI6pWkQ1+nplPB6PZtoNN8aU3cCBzjIXFfl7F4HkZOdh9iaqichGVfV7z1kBu/PZmOogNdXpDqqImBjnfFNtWGIwpjpISIDJkyE2tnznxcY653lK/ZJpqhBbRM+Y6qJgIbyxY537EkrqVhJxWgqTJ9sCetWQtRiMqU5Gj4b0dGfMoG7d4t1LMTFOeXKyU8+SQrVkLQZjqhuPxxlIzslxlrnIynJuXouLc6akpqRAfHy4ozRhZInBmOoqPh7GjQt3FCYCWVeSMcaYQiwxGGOMKcQSgzHGmEIsMRhjjCnEEoMxxphCLDEYY4wpxBKDMcaYQiwxGGOMKSQql90WkRzgW6+iRsB/whROWURyfJEcG1h8gYjk2CCy44vk2KDi8bVS1VJva4/KxFCUiGSWZY3xcInk+CI5NrD4AhHJsUFkxxfJsUHlx2ddScYYYwqxxGCMMaaQqpIYpoc7gFJEcnyRHBtYfIGI5NggsuOL5NigkuOrEmMMxhhjgqeqtBiMMcYESVQmBhFpKCJLRWSH+zPOT71nRGSriHwhIn8XEYmw+FqKyIdufNtE5KJIic2te56I7BWRKZUdV3niE5GOIvKJ+/92i4gMruSYkkTkSxHZKSKP+TheR0Tedo+vD8X/x3LG97D772uLiCwXkVaREptXvTtEREUkpDOByhKfiAxyf39bReTNSIrP/Qz5SEQ2uf9/+wbljVU16jbgGeAx9/VjwF981OkKrAFqutsnQGKkxOceWwn0dl/XB2IjJTb3+N+AN4EpEfb/9lKgrfv6AuA74BeVFE9N4GvgYqA28BlwZZE69wP/cF8PAd4O4e+rLPH1LPi3BYwOVXxlic2tdy7wMbAO8ETY764tsAmIc/cbR1h804HR7usrgW+C8d5R2WIABgCvuq9fBW73UUeBuji/0DpALeBASKIrQ3wiciVwjqouBVDVI6p6NBJic+PrDDQBPgxBTN5KjU9Vv1LVHe7r/UA2UFnPouwC7FTVXap6Apjtxugv5jlAr1C1TssSn6p+5PVvax3QIlJic/0R+AtwLERxFShLfPcBL6rqIQBVzY6w+BQ4z33dANgfjDeO1sTQRFW/c19/j/MBVoiqfgJ8hPNt8jtgiap+ESnx4XzrPSwi77rNwGdFpGYkxCYiNYC/AmNDEE9RZfndnSEiXXCS/9eVFE9zYI/X/l63zGcdVT0F5ALnV1I8RZUlPm/3AIsrNaKzSo1NRK4BLlTVhSGKyVtZfneXApeKyBoRWSciSSGLrmzxTQSGicheYBHwYDDeOGKf+Swiy4CmPg497r2jqioixaZWicglwBWc/Xa0VES6q+qqSIgP53ffHegE7AbeBlKAGREQ2/3AIlXdWxlffIMQX8F1mgGvA8NVNT+4UVY9IjIM8AA3hjsWOPMF5Dmcf/eR6hyc7qREnM+Sj0WkvaoeDmtUZw0FZqrqX0XkeuB1Ebkq0L+HiE0Mqnqzv2MickBEmqnqd+6Hg6/mXTKwTlWPuOcsBq4HgpIYghDfXmCzqu5yz0kDriMIiSEIsV0PdBeR+3HGPmqLyBFV9Tt4GOL4EJHzgIXA46q6Lhhx+bEPuNBrv4Vb5qvOXhE5B6dJf7ASY/L13gV8xYeI3IyTeG9U1eMREtu5wFXASvcLSFNggYj0V9XMCIgPnL/T9ap6Evi3iHyFkygyIiS+e4AkcHpJRKQuzjpKAXV5RWtX0gJguPt6ODDfR53dwI0ico6I1ML5lhSqrqSyxJcB/EJECvrGbwK2RUJsqvobVW2pqhfhdCe9FqykEIz4RKQ2MM+Na04lx5MBtBWR1u77DnFj9OYd853ACnVHA0Og1PhEpBPwEtA/xH3kJcamqrmq2khVL3L/ra1zYwxFUig1PlcaTmsBEWmE07W0K4Li2w30cuO7AmdcNSfgdw7VCHswN5z+2+XADmAZ0NAt9wAv69kR/ZdwksE24LlIis/d7w1sAbKAmUDtSInNq34KoZ2VVJb/t8OAk8Bmr61jJcbUF/gKZxzjcbfsKZwPMXD+GP8F7AQ2ABeH6vdVxviW4Uy8KPhdLYiU2IrUXUkIZyWV8XcnON1d29y/0yERFt+VOLMvP3P/394SjPe1O5+NMcYUEq1dScYYYyqJJQZjjDGFWGIwxhhTiCUGY4wxhVhiMMYYU4glBmOMMYVYYjDGGFOIJQZjjDGF/H+W8xg/nb+nnwAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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HH87ixYuZMGECJ510Evfeey+7du0KOqz81k7KHGlTUwNVVdDY6Hv3LXHOt6uqCvwDQGUfabfeffddKisr6dKlC7/4xS/o169f0CHllywpcwSqrs735Bsb91n8N+Bi4Lf4u91VA+dFb1tY6Oe+KktYoWkVlX0k5x155JG8/PLLnH766ZSVlfHQQw9pkrhMaYdljrSorva/a5QrgM7AX4BHgcnAm9GNmpr89gFRz19ywtq1a5kwYQKHHXYYs2bNonfv3kGHlLsiyxzJCk/tHTnDa7vX0AD9+jX74NsGFANvAAPCyy4EDgXujN5HQQF8+GFK73Cnnr/klcGDB/P73/+eoUOHMnToUObPn594o3yvVe+PurqYif8CoA9wID7hzY7ebnedO5c6dHPmxFz8Dn7GzAERy4YQo+cP/p4XcfaTbhorJzmjc+fO3HbbbZx11llMmDCBX//61zzwwAP06NFj34Yt1aqffBJuuSX3a9X7K06ZYwrwn0AX4G1gJDAMODay0e4yx4IF6Y8zBXbt2sW2bdvYtm0bn3/++Z7H7tdDa2v5P9HlLuBz/IdgpCLgs1gHaWry06EHQMlfcs5xxx3HqlWruPHGGyktLWXmzJmMHj3ar9xdsmhqij0yY3diq62FxYtzr1TRFg0N/gMzxvt2dMRzCz/eJyr5OwcLF/pvViksczjnaGxsjJuko58n+7qpqYnCwkK6detG165d6dat255H165d+caHH8aMpxvw96hlfwe6x/sFtmxJ2XvRGkr+kpNCoRD33HMPZ599NhMnTuS0007j3qOOomDq1ORq1ZFD8kAfAJCwPHE5MAdowvf6R8do44DGBx5gc2Vlq5NyvHXbtm2joKAgbpKOfn7wwQcn1bawsJAOHVqojF9wATz6aLPFA4CdwLvAkeFla9j3A3IfxcUtvq/pouQvOW3kyJGsWbOGey+8kF2zZ8fstT4G/Aj4EOiNT2Ajdq/c/QFQXp7yIXnZbHdvenei/eyzzzhkyRJ6xShz7PYgcB+wDHgJXwKKZtu380x1Ndf/4hcxk27k64MOOoh+/frFTOCRr7t27UrHjh3T8j60qLTUl7Ci3pOuwFjgZvy5j9XAb4DXYu0jFPJ3vguARvtIfhg7ll21tXSI+nt/HrgEeBw4DvgovPzQyEZm/n7EWVqrds7xxRdf7EnSkb3jyNeteb5t2za6dOmyJ8l2796dBzZs4KQkSxSXAYOAH8Ra+Z3vwNNPp/AdCEic0T7gx/l/H//3dRB+lE+zcf4Q6GiflPT8zewM4GdAR2C2c+7OqPVdgEfwJcC/Auc65/6UimOLJBSuVUcnfoBb8D20fwi/PrRZC1Jeq/7yyy/blJhjJfkOHTrQvXv3fZJ1rOfdunWjb9++SbVr1puOU+aIZSe+5h9TQGWOlOvVyw8MqK1t9o2yB1CbaHszGD06pYm/Ndqc/M2sI/AAcBqwEagzs6ecc3+MaHYxsMU5d4SZjQN+Apzb1mOLJCVOrforYAXwXeAIYDswBrgLCEW13QV8ctddfHjOOW1K0p999hlfffUV3bt3b5ZsYyXiPn36tJigu3fvTteuXencuXPa3r494pQ5GoD/Br4Tft+WAPPCj2YCLHOkxZQpfmBAa6552C0U8tsHpM1lHzM7AbjVOXd6+PUUAOdcdUSbxeE2y8ysE/AxUOJaOLjKPpIycXqsf8b39I8FngYOAM7GD1O8I8Zuart35/YBA5LqNbfUC+/cuTNmlr7fN13ilDk2A9/Dn9TcBfTDl3sujbWPNJQ5ApdlF71lsuxzKLAh4vVG4Ph4bZxzO81sK74U9kkKji/Ssjg3hN/du78Kf4ESwA+B24md/MecfDJjcqFWvb/ilDlKgKXJbB9wmSNtdifwloYQ72bme/xZMIQ4q67wNbNJZrbCzFZs1lWWkipFRTEXFwOH4cek79ZifzxXatVtMWWKT177I+AyR1pNnuwnaauo8N9uot+jUMgvr6jw7bJg6HAqev6bgMMjXh8WXharzcZw2acIf+J3H865mcBM8GWfFMQmErdWDTARPzzxDHzZ5x587bqZXKtV76/yct9r3d8yRy4Ply0r839nmzf780xr1/oLuIqL/d9OZWVWfetJRc2/E346i1PxSb4OOM8592ZEmyuAwc65y8InfMc6585pab+q+UvKtDAk70vgauC/gALgHGBa+Pk+crFW3RaJrpTeLYvKHPkiYxO7Oed2AlcCi4G3gPnOuTfN7Mdm9t1ws/8EDjKz9/Bl1RvaelyRpO2uVcc4yXoA/uKkT/GjEO4lRuLP1Vp1W7TDMofsSxd5SX6Ic9ONpKTpphs5o52UOfJFRi/yEsl65eVs+/GPseuuo7A1HZ58qFW3VUkJXHdd0FFIK2XVaB+RdHHOMeG113jm5JN9Qk80zt4sN29AIhKm5C954ec//zkffPABZz/3nGrVIqjsI3mgvr6em2++mVdffZUuXbq0uyF5Iumg5C85bdu2bYwbN467776bAQMG7LtStWrJYyr7SE675pprOPbYY5kwYULQoYhkFfX8JWc99thjLF26lJUrVwYdikjWUfKXnLR+/XquuuoqnnvuObp3j3v3VJG8pbKP5JwdO3Ywfvx4brrpJo499tjEG4jkISV/yTlTp06lV69eXH311UGHIpK1VPaRnLJ48WLmzZvHqlWr2ucNU0QyRMlfcsbHH39MZWUl8+bNo2fPnkGHI5LVVPaRnLBr1y4uvPBCLr30UkaOHBl0OCJZT8lfcsK0adPYvn07N998c9ChiLQLKvtIu7ds2TLuueceVqxYQadO+pMWSYZ6/tKuffrpp5x33nnMmDGDww8/PPEGIgIo+Us75pxj0qRJnHnmmYwZMybocETaFX1HlnZr1qxZrFu3jkceeSToUETaHSV/aZfeeOMNbrzxRl555RUKCprddVdEElDZR9qdxsZGxo0bx1133cXAgQODDkekXVLyl3bn2muvZciQIVRWVgYdiki7pbKPZJeGBn93rfp62LoVioqgtBQmToSSEn71q1/xwgsv8Prrr2v6BpE2UPKX7FBXB9XVsGiRf719+951Tz4Jt9zCtn/8R2b94Q889vzzHHjggcHEKZIjlPwleDU1UFUFTU3gXPP1TU0AFPz2tzx7wAEcUFfn78MrIvtNNX8J1u7E39i4J/F3i3p0BK4K/zzgyy99+5qaoCIWyQlK/hKcurq9iT/C5xGPj4EQ8M+RDRob/XYrVmQqUpGco+Qvwamu3lPSiWcB0AsYEb2iqclvLyL7RclfgtHQ4E/uxqrxR3gYmAA0G9fjHCxcCJs3pylAkdym5C/BmDMnYZP/AZYCF8VrYJbUfkSkOSV/CUZ9/b7DOWOYC5wEfD1eg6YmWLs2xYGJ5AclfwnG1q0JmzxCC73+3bZsSUU0InlHyV+CUVTU4urXgE1EjfKJpbg4RQGJ5BclfwlGaSm0MBvnw8BYoHtL+wiFYPDgFAcmkh+U/CUYCSZlm4Gv+bfIuYT7EZHYlPwlGL16wahRfsTO/jCD0aOhpCS1cYnkCSV/Cc6UKb50sz9CIb+9iOwXJX8JTnk5TJ/Ozs6dW7ddYSFMn67J3UTaQMlfArX+9NOZ0rkzXxUUJC4Bme1N/JMnZyZAkRzVpuRvZj3M7Hkzezf8M+a4OzP7ysxWhx9PteWYkjt27NjB+PHjOfS22+j4u99BRYUfARRdCgqF/PKKCli6VIlfJAXaOp//DcALzrk7zeyG8Ot/jdGuyTk3tI3HkhwzdepUevXqxdVXX+179QsW+Ll65szxV+5u2eLH8Q8e7Ef16OSuSMq0NfmfDYwMP38YeInYyV9kH4sWLWLevHmsWrVq39sxlpTAddcFF5hInmhrzf9g59xH4ecfAwfHaVdgZivMbLmZjWnjMaWd+/Of/8zEiRP55S9/Sc+ePYMORyQvJez5m9kSoHeMVTdFvnDOOTOLNz9vP+fcJjP7BvDfZrbWOfd+jGNNAiYB9O3bN2Hw0v589dVXXHjhhVx22WWcfPLJQYcjkrcSJn/n3LfirTOzv5hZH+fcR2bWB2iIs49N4Z/rzewlYBjQLPk752YCMwHKyspanuhd2qU777yTnTt3MnXq1KBDEclrbS37PMXeiRcvAn4T3cDMis2sS/h5T+BE4I9tPK60Q6+88gr33Xcfjz76KJ06tfV0k4i0RVuT/53AaWb2LvCt8GvMrMzMZofbHAWsMLM1wIvAnc45Jf8887e//Y3zzz+f2bNnc9hhhwUdjkjeM5fgNnpBKSsrcyt0g+6c4Jxj7Nix9O/fn3vuuSfocERympmtdM4lvPxd370l7R588EE+/PBDHnvssaBDEZEwJX9Jq9WrV3Prrbfy2muv0aVLl6DDEZEwze0jafP5559z7rnn8tOf/pQjjzwy6HBEJIKSv6TNlVdeyTe/+U3OP//8oEMRkSgq+0hazJ07l+XLl7Ny5cqgQxGRGJT8JeXeeecdfvjDH7JkyRK6du0adDgiEoOSv7ROQ4OfdbO+HrZuhaIifzP2iROhpIQvvviCcePG8aMf/YghQ4YEHa2IxKFx/pKcujqoroZFi/zr7dv3rguF/M3UR43i7s6deXXHDhYsWLDvbJ0ikhEa5y+pU1MDVVXQ1OSTfLSmJgB21dYyGbjsrruU+EWynEb7SMt2J/7GxtiJP0IH5yh0jq433+y3E5GspeQv8dXV7U38MbwLFAAXRK9obPTbqWwnkrWU/CW+6uo9JZ1YrgDK461savLbi0hWUvKX2Boa/MndOKWex4CvAafG2945WLjQ35NXRLKOkr/ENmdO3FV/B24G/iPRPsxa3I+IBEfJX2Krr993OGeEfwMuBhLOyt/UBGvXpjgwEUkFDfWU2LZujbl4NbAEWJXsfrZsSVFAIpJKSv4SW1FRzMUvAX8C+oZffw58hb8v5+uxNiguTnloItJ2KvtIbKWlUFDQbPEk4H38N4DVwGXAmcDiWPsIhWDw4DQGKSL7S8lfYqusjLm4EOgd8eiGH+tfEquxc3H3IyLBUvKX2Hr1glGj/IidFtwK/DLWCjMYPRpKYn4siEjAlPwlvilTfOlmf4RCfnsRyUpK/hJfeTlMn45r7QdAYSFMnw5lCScWFJGAKPlLyyZP5uHSUr7o2DFhCQizvYl/8uTMxCci+0XJX1r08MMPM+3vf2fXiy9CRYUfART9TSAU8ssrKmDpUiV+kXZA4/wlrrfffpuqqipefPFFQsccAyNG+Ll65szxV+5u2eLH8Q8e7Ef16OSuSLuh5C8xNTU1cc455/Dv//7vHHPMMXtXlJTAddcFF5iIpITKPhLTtddey6BBg7jkkkuCDkVE0kA9f2lm/vz5LFmyhNdff123YxTJUUr+so/169dzxRVXsGjRIg488MCgwxGRNFHZR/bYsWMH5557LlOnTqVMY/RFcpqSv+xxww03cMghh/CDH/wg6FBEJM1U9hEAnn76aRYsWMCqVatU5xfJA0r+woYNG7jkkkt48skn6dGjR9DhiEgGKPnng4YGf2FWfb2/Q1dRkZ+vf+JEdhYXM378eK655hpOPPHEoCMVkQwx51zQMcRUVlbmVqxYEXQY7VtdHVRXw6JF/nXkPXlDIXCON/v1o6aoiHuXLaNDB50CEmnvzGylcy7hiA39b89VNTUwciTU1vqkH30z9qYm2L6dgevWcd/atXSYMSOQMEUkGCr75KKaGqiqgsbGhE07gv8gqKryCzQpm0heUM8/19TVNUv89wNlQBegMt52jY1+O5XaRPJCm5K/mf2zmb1pZrvMLG6NyczOMLN1Zvaemd3QlmNKAtXVvicf4RBgKvD9RNs2NfntRSTntbXn/wYwFng5XgMz6wg8AIwCBgHjzWxQG48rsTQ0+JO7USfxxwJjgIMSbe8cLFzop20WkZzWpuTvnHvLObcuQbPjgPecc+udczuAx4Cz23JciWPOnLbvwyw1+xGRrJaJmv+hwIaI1xvDyyTV6uubj+ppraYmf6MWEclpCUf7mNkSoHeMVTc5536TymDMbBIwCaBv376p3HV+2Lo1NfvZsiU1+xGRrJUw+TvnvtXGY2wCDo94fVh4WaxjzQRmgr/Iq43HzT9FRanZT3FxavYjIlkrE2WfOuBIM/umY45cAAAGWElEQVS6mXUGxgFPZeC4+ae01N9IPcpOYDvwVfixPbwsplDI35NXRHJaW4d6VpjZRuAE4FkzWxxefoiZLQRwzu0ErgQWA28B851zb7YtbImpsjLm4tuBEHAn8Mvw89vj7cO5uPsRkdyhuX1yzdixfkqH/fl3NYOKCliwIPVxiUhGaG6ffDVlii/d7I9QyG8vIjlPyT/XlJfD9OlQWNi67QoL/Xa6faNIXtDEbrlo9+RsVVV+3H5LJSAz3+OfPl2TuonkEfX8c9XkybB0qa/hFxQ0LwWFQn55RYVvp8QvklfU889lZWX+5O3mzX7KhrVr/QVcxcV+OGdlJZSUBB2liARAyT8flJTAddcFHYWIZBGVfURE8pCSv4hIHlLyFxHJQ0r+IiJ5SMlfRCQPKfmLiOQhJX8RkTyk5C8ikoeydkpnM9sMbAM+CTqWVuqJYs4ExZwZijkzUhlzP+dcwkv3szb5A5jZimTmpc4mijkzFHNmKObMCCJmlX1ERPKQkr+ISB7K9uQ/M+gA9oNizgzFnBmKOTMyHnNW1/xFRCQ9sr3nLyIiaZBVyd/MepjZ82b2bvhncZx2fc3st2b2lpn90cz6ZzbSfWJJKuZw2wPNbKOZ3Z/JGGPEkTBmMxtqZsvM7E0zqzezcwOK9QwzW2dm75nZDTHWdzGzx8Prfx/k30JETIli/mH477bezF4ws35BxBkVU4sxR7T7JzNzZhb4aJpkYjazc8Lv9Ztm9l+ZjjFGPIn+Nvqa2Ytmtir89zE6bcE457LmAUwDbgg/vwH4SZx2LwGnhZ93AwqzPebw+p8B/wXcn+3vMzAAODL8/BDgI+BrGY6zI/A+8A2gM7AGGBTV5nLg5+Hn44DHA35vk4n5lN1/s8Dk9hBzuF134GVgOVCW7TEDRwKrgOLw617tIOaZwOTw80HAn9IVT1b1/IGzgYfDzx8GxkQ3MLNBQCfn3PMAzrnPnXONmQuxmYQxA5jZscDBwG8zFFdLEsbsnHvHOfdu+PmfgQYg0/d8PA54zzm33jm3A3gMH3ukyN/lCeBUM7MMxhgtYczOuRcj/maXA4dlOMZoybzPALcBPwG2ZzK4OJKJ+VLgAefcFgDnXEOGY4yWTMwOODD8vAj4c7qCybbkf7Bz7qPw84/xyTLaAOBTM3sy/NXoLjPrmLkQm0kYs5l1AO4GqjIZWAuSeZ/3MLPj8D2V99MdWJRDgQ0RrzeGl8Vs45zbCWwFDspIdLElE3Oki4FFaY0osYQxm9lw4HDn3LOZDKwFybzPA4ABZvaqmS03szMyFl1sycR8K3CBmW0EFgJXpSuYjN/D18yWAL1jrLop8oVzzplZrKFInYARwDDgQ+BxoBL4z9RGulcKYr4cWOic25ipTmkKYt69nz7AXOAi59yu1EaZ38zsAqAMODnoWFoS7rz8B/7/WXvSCV/6GYn/dvWymQ12zn0aaFQtGw/Mcc7dbWYnAHPN7Jh0/N/LePJ3zn0r3joz+4uZ9XHOfRROOrG+pm0EVjvn1oe3qQX+gTQm/xTEfAIwwswux5+j6Gxmnzvn4p5Ya6sUxIyZHQg8C9zknFueplBbsgk4POL1YeFlsdpsNLNO+K/Kf81MeDElEzNm9i38B/HJzrkvMhRbPIli7g4cA7wU7rz0Bp4ys+8651ZkLMp9JfM+bwR+75z7EvjAzN7BfxjUZSbEZpKJ+WLgDADn3DIzK8DP+5PyklW2lX2eAi4KP78I+E2MNnXA18xsd/35/wF/zEBs8SSM2Tl3vnOur3OuP77080g6E38SEsZsZp2BX+NjfSKDsUWqA440s6+H4xmHjz1S5O/yPeC/XfhsWUASxmxmw4AZwHezoA4NCWJ2zm11zvV0zvUP/w0vx8ceVOKH5P42avG9fsysJ74MtD6TQUZJJuYPgVMBzOwooADYnJZogjz7HeNs+EHAC8C7wBKgR3h5GTA7ot1pQD2wFpgDdM72mCPaVxL8aJ+EMQMXAF8CqyMeQwOIdTTwDv58w03hZT/GJx/w/zl+BbwH/AH4RpDvbZIxLwH+EvG+PpXtMUe1fYmAR/sk+T4bvlz1x3CuGNcOYh4EvIofCbQa+Ha6YtEVviIieSjbyj4iIpIBSv4iInlIyV9EJA8p+YuI5CElfxGRPKTkLyKSh5T8RUTykJK/iEge+l+nM55wclJisAAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "103\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'C', 7: 'O', 8: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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o2jTqW+OBh4BSYDvwIHBBlHr7GzXii5NOIlNnJ6grlPxFJHXGjaOioiLqW78GBgCnEYz1P4tg6b9I5s4FL71Er169uOOOO1i1alXSwq3PlPxFJCXWrFnDv0ycyF8bNqTCqnbqnAA8CuwANgP/D6jyP4IZJ4wezfvr11NQUMDOnTvJy8vjzDPP5D//8z9Zu3Ztsr+NekPJX0SSatu2bfz7v/87AwcOJDc3l6Hz59MgJ6fmDaPJyYH8fMyMgQMH8uCDD7JhwwYeeughNm7cyKBBgzj77LO5//772bBhQ2K/kXpGyV9EkmL//v387ne/o2fPnpSXl7Ny5Ury8/Np+v3vw333QbNmx7bDZs2C7XKPnrCyQYMG/OAHP+DRRx/liy++4O6772blypX079+fc845h4cffpjNmzcn8DurH5T8RSSh3J2XX36ZM844g7/+9a+89tprTJ8+nfbt2x+pNHHikQ+AKF1ARzE7kvhrmNStUaNGDB8+nKeeeoovv/ySyZMn87e//Y2ePXsybNgwnnjiCb7++usEfJd1n+bzF5GEKSkp4eabb2bHjh3cf//9DB8+vKYNgrl6CguDJB8+50/lfP6jRgXz+efWOEV9TGVlZcybN49Zs2Yxf/58Bg8ezNixY7n44otpGWP4aV1V2/n8E5L8zex84PdAQ2CGu0+LeL8J8CzwXeBr4DJ3/7y6fSr5i9Qd69evZ8qUKSxatIg777yT8ePH07Bhw9rvYOvWYMqG5cuDG7hat4a+fWHcuISv5LVnzx5eeeUVXnjhBRYtWsR5553H2LFjufDCCznxxBPjP0DYqmTs3Bnc29CvX8pWJatt8sfd43oQJPy1BBPwNQY+BHpH1PkZ8Fjo+VjghZr2+93vftdFJLPt2rXLp0yZ4m3atPFf//rXvnv37nSHdEy2b9/uBQUFfv7553uLFi380ksv9dmzZ/vevXuPfWdLlriPGePetGnwCP5vCR45OUHZmDFBvSQCSrw2ubs2lardAQwC5oe9zgfyI+rMBwaFnjcCviL0X0esh5K/SOY6cOCAP/744/7Nb37Tf/zjH/uGDRvSHVLctm7d6o8//rifd9553qpVK7/yyiv91Vdf9X379tW88aOPujdr5m52dNKPfJgF9R59NGnfR22TfyIu+HYCwsdUbaTqTKyH67j7QWAncFICji0iKfaXv/yF/v37M3PmTP785z/zzDPP0Llz53SHFbe2bdsyYcIEFi5cyMqVKzn77LOZOnUqJ598Mtdeey1FRUUcPHiw6obhq5K5sw+4BugGfAPoD8yrrBu+Klmal6XMqNE+ZjbBzErMrGSr5usWySjLly9nxIgR3Hjjjdx9990sWrSI73znO+kOKyk6duzIDTfcwFtvvcXf//53evXqRX5+Pp06deLnP/85b7zxRnCncpRVyQ4CXYDFBK3cu4BLgc/DD5ABq5IlIvlvIvheK3UOlUWtY2aNgJYEF36P4u5PuHuuu+e2S8GFERGp2ebNm5kwYQJ5eXlccMEFfPTRR4wePRqraYhmPdG1a1duueUWiouLeeedd+jUqRM33HADXbt2Zdnll+MRq5KdCNwBdCdIsBcApwDvR+44zauSJSL5FwOnmtkpZtaY4ILu3Ig6c4GrQs9/CCwK9U2JSIbau3cvd999N3369KFFixZ8/PHH3HDDDZxwwgnpDi1tvvWtbzFlyhQ+/PBDFs2aRa9167AaUtkW4BPgjMg30rwqWdzJP9SHfz3BRd1VwIvuvsLM7jSzi0LVngJOMrM1BNN0T473uCKSHBUVFTz33HP07NmTDz/8kCVLlnDffffRWtMoH+W0d97hhEaNqq1zAPhXgpZvz2gV0rgqWfWR15K7FxKx7oK73xb2vBz4USKOJSLJ88Ybb3DzzTfTqFEjZs6cyZAhQ9IdUuaKsSpZpQrg3wjGvz8cq1IaVyVLSPIXkbrt008/5T/+4z/44IMPmDZtGpdddlnW9OkftxirkgE4wYifLQSt4mo7ytK0KllGjfYRkdTatm0bN910E4MGDWLgwIF8/PHHjB07Vom/NqqZFmIiQR/4KxxZojKmNHWnKfmLZKH9+/fz4IMPcvrpp3PgwAFWrVrFL37xC5rGWGVLooixKtk64HGCRei/CTQPPZ6Pto+cnGAaizRQ8hfJIu7O7Nmz6d27NwsXLuSNN97gkUceQUOrj8O4cVGLuxF0+5QDe8Ie/xqtsnvM/SSb+vxFssSSJUu45ZZb2LVrF4899hh5eXnpDqlua98eRo6EOXOCJH6szIIZS9P0wavkL5Lp4pwlcv369eTn5/P666/z29/+lquuuurYZtyU2PLzYf78o+7wrbXQqmTpom4fkUxVXAyXXALdusHtt8Pzz8OrrwZf77gDunYN3i8ujrr5rl27yM/P56yzzuLb3/42q1ev5uqrr1biT6QBAxK6KlkqKfmLZKLp02Ho0KBLoby86njysrKgbM6coF7YJGEHDx7kscce4/TTT2fz5s0sW7aM3/zmNzRv3jyl30LWSNKqZMmmbh+RTBM+S2RNwmaJdGBet27ceuutdOjQgcLCQs4666ykhysEiXzAgJSsSpYoWsZRJJMUFwct+YjEPxR4jyOttU7A6ohNyxs04MouXbjqoYe44IILNFY/XVK4Klk0tV3JSy1/kUwyderRLcYwDwPXVrNpY3dePOssGlx4YVJCk1pq1w5uvTXdUdRIff4imaK0FObNO75hg0ADdxr85S9pmyVS6hYlf5FMUcPsjvlAW2AI8HqsSmmcJVLqFiV/kUxRzSyR/wV8RrAq0gTgQmBttIppnCVS6hYlf5FMUc0skd8jWA+2CcHc8EOImEM9XJpmiZS6RclfJFNUM0tkJCOYPyYqLboitaDkL5IhdnTrxoEoK0PtIFgmr5xgcfDngTeA86PtJI2zRErdoqGeIml04MABCgsLmTFjBqvffJMVUUb6HAB+BXwMNCRYDnAOcFq0HaZxlkipW9TyF0mDtWvXMmXKFLp168Y999zDJZdcwgebNnHCRRdVmSKgHVAM7Cb4L+A9YHi0naZ5lkipW5T8RVKkvLycmTNnct555zFw4EDKy8spKiri7bffZvz48Zx44onBrf85Na79FF2aZ4mUuiWu5G9mbcxsgZl9Gvpa5UqTmfU3s3fNbIWZLTOzy+I5pkhd89FHH3HTTTfRuXNnnn76aa677jo2btzIAw88QO/evY+uXIdniZS6Jd6W/2RgobufCiwMvY60F/ixu59BcI3qd2bWKs7jimS0PXv28NRTTzFo0CBGjBhB8+bNWbJkCQsWLOCyyy6jSZMmsTeuo7NESt0Sb/IfDTwTev4McHFkBXf/xN0/DT3/Aigl6MYUqVfcnSVLljBhwgS6dOnC3LlzmTJlCuvWreOuu+6iR48etd/ZxImweDGMGROsExvZFZSTE5SPGRPUU+KXYxTvaJ8O7v5l6PlmoEN1lc3sbKAxMW5OFKmLtm3bxvPPP8+MGTPYs2cP11xzDStWrODkk0+Ob8e5uTB7dtpniZT6qcbkb2ZFBIvQR/pl+At3dzOLed+JmXUEngOucveKGHUmENy9TteuXWsKTSRt3J3FixczY8YMXn31VUaOHMkDDzzAueeeS4MGCR5HUUdmiZS6pcbk7+4xV3k2sy1m1tHdvwwl99IY9VoAfwZ+6e7vVXOsJ4AnIJjPv6bYRFJty5YtFBQUMGPGDBo3bsxPfvITfv/733PSSSelOzSRYxJvE2UuwVQjhL7+KbKCmTUGXgaedfeX4jyeSModOnSIwsJCLrnkEnr27Mknn3zCs88+e3gUjxK/1EXx9vlPA140s2uAdcClAGaWC/zU3a8Nlf0AOMnMxoW2G+fuS+M8tkhSrVu3jqeffpqnn36ajh07cu2111JQUECLFi3SHZpI3OJK/u7+NTAsSnkJoUWH3P1/gP+J5zgiqbJ//37mzp3LjBkzKC4u5oorruDVV1/lzDPPTHdoIgmluX2kbiktDUa+LFsWTIHcsiX06wfjx8c18mX16tXMmDGDZ599ll69enHttdfy8ssvk3O8d9uKZDglf6kbiouD9W3nzQtehy968sc/wu23w8iRwfQGAwbUapd79+7lpZdeYsaMGXzyySdcddVVvPnmm5x2WtQp00TqFSV/yXzTp8OkScEqVdHWt61c8HzOHJg/v8a7XZcuXcqTTz7JrFmz+N73vsdNN93EhRdeyAknnJCkb0Ak8yj5S2arTPx799Zc1z2oN2lS8DrsA2DXrl3MnDmTJ598kq1bt3L11VfzwQcf6H4SyVpK/pK5ioujJv7mEdXKgJ8BD1UWhD4APDeXdw8c4Mknn+Tll18mLy+Pu+66i+HDh9OwYcPkxy+SwZT8JXNNnXqkSyfMnojn3wR+FFGnoqyMhcOGcX1oiOa0adPo0KHa2UdEsoqSv2Sm0tLg4m60Pv4ws4H2wPcjyhu4c96+fXz85ptY+/bJilKkztJiLpKZCgpqVe0Z4McEC5pHatiwIfbMM1HeERElf8lMy5YdPZwzinXAYo7ML1JFWVkwE6aIVKHkL5lp584aqzwHnAOcUl2l7dsTFJBI/aLkLxln3759bI5yoTfSs1TT6q/UusrKoiKCkr9kgIqKCpYuXcq9997LiBEjaNu2LS99+ikHGsUej/AOsImqo3yOkpMTLHoiIlVotI+kxbp16ygqKmLBggUsXLiQNm3aMHz4cCZOnMgLL7xAq/37oVs3OHgw6vbPAJcA36juIO7BalciUoWSv6TE9u3bee211w4n/F27djFs2DBGjBjBPffcE/1O25Ejgykbogz3fLymA5rBqFFa5lAkBiV/SYp9+/bxzjvvHE72H3/8MUOGDGH48OH89Kc/pU+fPjUvd5ifH8zVU5upHSLl5ATbi0hUSv71RZKmOq6tiooKli1bRlFREUVFRbzzzjv07t2bvLw87r33XgYOHEiTJk2ObacDBgSTtNV2bp9KzZoF2+XmHtvxRLKIeQ13UKZLbm6ul5SUpDuMzFfdVMc5OUGXyTFOdVxblf32RUVFLFy4kNatW5OXl0deXh7nnnsurVq1SsyBaprVs5JZ8D3XMKunSH1mZu+7e40tHyX/uizFSTG8376oqIgdO3YcTvZ5eXnJnSGzpCT4kCssDL6f8KGglR9yo0YFH3Jq8UsWq23yV7dPXZWgqY6rs2/fPt59910WLFhAUVERq1atYsiQIeTl5XHdddfRt2/fmvvtEyU3F2bPhq1bg+6t5cuDG7hatw6Gc44bp4u7IsdALf+6qLgYhg6Nmfg/BfoCPyTK4snNmsHixVFbxxUVFSxfvvxwsg/vt8/Ly2PQoEHH3m8vIimVkpa/mbUBXgC6A58Dl7p71PvpzawFsBKY4+7Xx3PcrBdjquNKPwdi9u6XlQXbz54NwPr1648ab9+qVSuGDx/Oddddx8yZM2mtO2RF6qV4u30mAwvdfZqZTQ69/kWMur8F3ojzeFLDVMezgFbAYGBNtAruHHrlFaZcfTUvv/UWO3bsYNiwYQwfPpxp06bRrVu35MUuIhkj3uQ/Ghgaev4M8DpRkr+ZfRfoAPwF0NW4eFQz1fEu4DZgETCjml0cPHSIUaWlXPGHP6S2315EMka8yb+Du38Zer6ZIMEfxcwaAPcDVwJ5cR5Pqpnq+NfANUDnGnbRpKKCf2rTBs48M9HRiUgdUWPyN7MigpXyIv0y/IW7u5lF64v4GVDo7hvNoi25cdSxJgATgNQurJ3mG6SOSYypjpcCRcAHtd2PpjoWyWo1Jn93j9laN7MtZtbR3b80s45AaZRqg4Dvm9nPCNbebmxme9x9cpRjPQE8AcFon9p+E8etuhuk/vhHuP32pN0gVVvuzhdffMFHH33ERx99xKCVKxkcpd7rBFfcKz8y9wCHCK6w/z3ajnUhVySrxdvtM5dgSvVpoa9/iqzg7v9a+dzMxgG50RJ/ytV0g1TlaJo5c4L5ZVJw1+jXX399OMmHPxo1akTfvn3p06cPQ/r359DGjTTcv/+obScAY8Ne30fwYTA92oE01bFI1os3+U8DXjSzawhW1bsUwMxygZ+6+7Vx7j85UnCDVHV2797NypUrqyT5f/zjH/Tp0+fw40c/+hF9+vShffgC5KUucGyWAAAHwUlEQVSlwV2uEZqFHpWaA02BqJ1WmupYJOtl301eUW6QehgoAJYDl4eeR1XNDVLRlJeXs3r16ipJfsuWLfTq1etwkj/jjDPo06cPXbp0oabrIgBccknMqY5rZAZjxhwe5y8i9Yumd4glyg1SJwO/AuYD1S4eGHGDVKWDBw+ydu3aKkn+888/p0ePHoeT/NVXX02fPn3o0aMHDRs2PP7vQVMdi0icsqvlX1oarA4VY6jkr4CNVNPyByqaNKHoqaf4+4YNh5P86tWrOfnkk4/qsunTpw+nnXZa8qZDOJauq0qVUx1rxkuRekst/2iquUGqtvbt28e63/yGrRdeyLBhw7jxxhvp1asXzZs3jz++Y1GZwDXVsYgch+xK/tXcIFVbOcBPBg6E++9PTEzxmDgxGIKqqY5F5BhlV/KPcYPUMcukG6Q01bGIHIfsSv4tWyZmP5l4g1S7dnDrremOQkTqiOya0atfP2jatErxQaCc4I7YQ6HnB2PtQzdIiUg9kF3JP8aNTXcR9OVPI1j8JCdUFpVukBKReiC7kn/79sFcPRE3Ut0BeMTjjmjbmwUXT9WHLiJ1XHYlfwhGveTkHN+2ukFKROqJ7Ev+AwYE492bNau5brjKG6Q0XFJE6oHsGu1TSTdIiUiWy76Wf6WJE4NJ2saMCUYARXYF5eQE5WPGBPWU+EWkHsnOln8l3SAlIlkqu5N/Jd0gJSJZJnu7fUREspiSv4hIFlLyFxHJQkr+IiJZSMlfRCQLKfmLiGQhJX8RkSyk5C8ikoXMq5vXJo3MbCuwLg2Hbgt8lYbj1pbii4/ii4/ii08q4uvm7jVOTZCxyT9dzKzE3TN26k7FFx/FFx/FF59Mik/dPiIiWUjJX0QkCyn5V/VEugOogeKLj+KLj+KLT8bEpz5/EZEspJa/iEgWyrrkb2Y/MrMVZlZhZjGvupvZ+Wa22szWmNnksPJTzOxvofIXzKxxguNrY2YLzOzT0NfWUeqca2ZLwx7lZnZx6L0CM/u/sPf6pzq+UL1DYTHMDSvPhPPX38zeDf0eLDOzy8LeS8r5i/X7FPZ+k9D5WBM6P93D3ssPla82sxGJiOc44rvZzFaGztdCM+sW9l7Un3WK4xtnZlvD4rg27L2rQr8Pn5rZVWmK78Gw2D4xsx1h7yX9/EXl7ln1AHoBpwOvA7kx6jQE1gI9gMbAh0Dv0HsvAmNDzx8DJiY4vnuAyaHnk4H/qqF+G2Ab0Cz0ugD4YRLPX63iA/bEKE/7+QNOA04NPT8Z+BJolazzV93vU1idnwGPhZ6PBV4IPe8dqt8EOCW0n4ZpiO/csN+xiZXxVfezTnF844CHo2zbBvgs9LV16HnrVMcXUf8G4OlUnb9Yj6xr+bv7KndfXUO1s4E17v6Zu+8HZgGjzcyA84CXQvWeAS5OcIijQ/ut7f5/CMxz970JjiOWY43vsEw5f+7+ibt/Gnr+BVAKJHO9zqi/TxF1wuN+CRgWOl+jgVnuvs/d/w9YE9pfSuNz99fCfsfeAzonOIa44qvGCGCBu29z9+3AAuD8NMd3OTAzwTEcs6xL/rXUCdgQ9npjqOwkYIe7H4woT6QO7v5l6PlmoEMN9cdS9Rfp7tC/5w+aWZM0xdfUzErM7L3KLiky8PyZ2dkErbW1YcWJPn+xfp+i1gmdn50E56s226YivnDXAPPCXkf7Wacjvn8J/dxeMrMux7htKuIj1F12CrAorDjZ5y+qermGr5kVAd+M8tYv3f1PqY4nUnXxhb9wdzezmMOxzKwj0BeYH1acT5D0GhMMK/sFcGca4uvm7pvMrAewyMyWEyS0uCX4/D0HXOXuFaHiuM9ffWZmVwK5wD+FFVf5Wbv72uh7SJpXgJnuvs/MriP4L+q8FMdQG2OBl9z9UFhZWs5fvUz+7p4X5y42AV3CXncOlX0NtDKzRqHWWWV5wuIzsy1m1tHdvwwlp9JqdnUp8LK7Hwjbd2Wrd5+Z/TcwKR3xufum0NfPzOx14CxgNhly/sysBfBnggbBe2H7jvv8RRHr9ylanY1m1ghoSfD7VpttUxEfZpZH8AH7T+6+r7I8xs86kcmrxvjc/euwlzMIrv1Ubjs0YtvXExhbreILMxb4eXhBCs5fVOr2ia4YONWCkSmNCX5gcz24OvMaQT87wFVAov+TmBvab232X6XvMJTwKvvXLwY+SnV8Zta6srvEzNoCQ4CVmXL+Qj/Tl4Fn3f2liPeScf6i/j5VE/cPgUWh8zUXGBsaDXQKcCqwJAExHVN8ZnYW8DhwkbuXhpVH/VmnIb6OYS8vAlaFns8H/jkUZ2vgnzn6P+WUxBeKsSfBRed3w8pScf6iS8dV5nQ+gDEEfXL7gC3A/FD5yUBhWL1RwCcEn8C/DCvvQfDHtwb4A9AkwfGdBCwEPgWKgDah8lxgRli97gStiwYR2y8ClhMkrf8Bmqc6PmBwKIYPQ1+vyaTzB1wJHACWhj36J/P8Rft9IuhOuij0vGnofKwJnZ8eYdv+MrTdamBkkv4uaoqvKPT3Unm+5tb0s05xfFOBFaE4XgN6hm17dei8rgHGpyO+0Os7gGkR26Xk/EV76A5fEZEspG4fEZEspOQvIpKFlPxFRLKQkr+ISBZS8hcRyUJK/iIiWUjJX0QkCyn5i4hkof8PP/9n6Pth+l0AAAAASUVORK5CYII=\n", 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\n", 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\n", 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jjBs3jkMOOYRVq1YpKYh0QmoxdDUNDWHK6ro62LQJ+vaFsWPh0kvbnLK6ZeK73//+95r4TqSTU2LoKmpqYNYsWLYsrG/dumffww/DTTfBxInhHsnjx8dVra6u5tJLL2XChAm88sor7L///nkMXETyTV1JXcGcOVBVBYsXh4QQmxQg3C5z69awv6oqlCdMfPe1r32NCy+8kDvuuIP/+Z//UVIQ6QJy0mIwszOA2wl3cLvb3X+YsP/rwOWEO7g1Al919zejfTuB+qjoP939rFzEJJE5c8K9krdsSV/WPZSbMYM33niDiUuWMG7cOOrq6hgwYEDHxyoiRSHrFoOZdQfuBCYCRwEXmFnieYsvA5XuPhZYCPwoZl+Tux8dPZQUcqmmps2k8DrQG7gocceWLVT86EfcfvHFLFiwQElBpIvJRVfS8cAad1/r7tuBBcDZsQXc/Vl3b/l0WgkMzcHzSjqzZoVuohSuBsan2FdmxudXreqQsESkuOUiMRwMvBWz/na0LZXLgGUx673NrNbMVprZpBzEIxDOPlq2LHQPJbEA6Ad8LkV1c4elS6GxsaMiFJEildfBZzO7CKgEfhyzeXh0c+ovA7eZ2WEp6k6LEkhtoz6s0ps3L+WuzcB3gZ+kO4ZZm8cRkc4pF4lhHXBIzPrQaFscM5sA3Aic5e7bWra7+7ro51qgGjgm2ZO4+1x3r3T3ykFtnG8vkbq61mcfRb5DaLal7c9raoL6+nSlRKSTyUViqAFGmdlIM+sJnA8siS1gZscAdxGSQkPM9nIz6xUtDwQ+A/wlBzHJpk1JN68Gnga+lulxNm7MUUAiUiqyPl3V3ZvN7BrgScLpqr9y91fN7Gag1t2XELqO9gMeMjPYc1rqx4G7zGwXIUn90N2VGHKhb9+km6uBN4Bh0fpHwE5CNv5Tsgrl5TkPTUSKW06uY3D3pcDShG3fjVmekKLei8CYXMQgCcaOhUWLWnUnTSM06VrMJiSKOcmOUVYGY/T2iHQ1uvK5s5o6NenmPsCBMY/9CNcyJB21cU95HBHpvJQYOquKijD3Uei6S+l7wL3JdpjBmWe2ObGeiHROSgyd2cyZoTtob5SVhfoi0uUoMXRm48fzyle+QgazJMXr0wdmzwbda0GkS1Ji6MSeeeYZTlu0iIZvfjN82KfpVsJsT1KYPj0/QYpI0VFi6KRWrFjB+eefz0MPPcSIW2+F5cth8mTo3bt191JZWdg+eXIop6Qg0qXpRj2d0OrVq5k0aRL33HPPnjutVVaG01cbG8M0F/X14eK18vJwSurUqRpoFhFAiaHTee2115g4cSJ33HEHEydObF1g0CD4xjfyH5iIlAx1JXUib775Jqeddhq33HILU6ZMKXQ4IlKilBg6ifXr1zNhwgSuv/56vvrVrxY6HBEpYUoMncD777/P5z//eS655BKuu+66QocjIiVOiaHEbd68mYkTJzJx4kRuvPHGQocjIp2AEkMJ27JlC1/60pc47rjjuPXWW7F01ymIiGRAiaFEbd++nXPPPZdDDjmEO++8U0lBRHJGiaEENTc3c+GFF9KzZ09+/etf062b3kYRyR1dx1Bidu3axRVXXMGHH37IY489xj777FPokESkk8nJV00zO8PMXjOzNWZ2Q5L9vczsgWj/H81sRMy+mdH218zs9FzE01m5O1/72tf429/+xuLFi+ndu3ehQxKRTijrxGBm3YE7gYnAUcAFZnZUQrHLgI3ufjjwU+DWqO5RhBuKjQbOAH4eHU+S+O53v8tzzz3HE088wb777lvocESkk8pFi+F4YI27r3X37cAC4OyEMmcD86PlhcDnLIyWng0scPdt7v4PYE10PEnw4x//mIULF/K73/2Ofv36FTocEenEcpEYDgbeill/O9qWtIy7NwObgAEZ1u3y7rrrLubMmcNTTz3FIE10JyIdrGROZzGzaWZWa2a1jY2NhQ4nb+677z6+//3v89RTTzF06NBChyMiXUAuEsM64JCY9aHRtqRlzKwH0Bd4P8O6ALj7XHevdPfKrvKt+dFHH+X666/nySef5LDDDit0OCLSReTidNUaYJSZjSR8qJ8PfDmhzBLgEmAFcC7we3d3M1sC/NbMfgIcBIwCXspBTMWroSHcD6GuDjZtgr59YexYuPTSuPshPP3001xxxRUsW7aM0aNHFy5eEelysk4M7t5sZtcATwLdgV+5+6tmdjNQ6+5LgF8CvzGzNcAHhORBVO5B4C9AM3C1u+/MNqaiVFMDs2bBsmVhfevWPfsefhhuugkmToSZM3lxxw4uuOACHn74YY477rjCxCsiXZa5e6FjaLfKykqvra0tdBiZmzMHZsyApiZo6/U2Y2evXtzQowefe+ghzjjjjPzFKCKdnpmtcvfKdOV05XNHa0kKW7akL+tO961bmdWrFz3+8Y+Oj01EJImSOSupJNXUpEwKVUBvYL/o8bGYfT22bQv1SqlVJCKdhhJDR5o1K3QfpXAH8FH0eC1xZ1NTqC8ikmdKDB2loSEMNO/tGI47LF0KXeiaDREpDkoMHWXevLRFZgIDgc8A1ckKmGV0HBGRXFJi6Ch1dfGnpCa4FVhLuPBjGvAl4O+JhZqaoL6+oyIUEUlKiaGjbNrU5u5PAvsDvQhX/n0GWJqs4MaNuY5MRKRNSgwdpW/fdhU3IOloRHl5LqIREcmYEkNHGTsWUtxI50PCZeJbCZd73wc8R7ghRZyyMhgzpgODFBFpTYmho0ydmnLXDuDbwCDC4PN/A4uBIxILurd5HBGRjqDE0FEqKsLcR2atdg0izDz4L0LrYSVwWmIhMzjzzLiJ9URE8kGJoSPNnBm6g/ZGWVmoLyKSZ0oMHWn8eJg9G/r0aV+9Pn1Cvcq0c12JiOScJtHraNOnh58Zzq5KWVlICi31RETyTC2GfJg+HZYvh8mT8d69aTWlXllZOINp8uRQTklBRApILYZ8qayERYv4S3U1j0+ZwrcmTgwXr5WXh1NSp07VQLOIFIWsEoOZ9QceAEYAbwDnufvGhDJHA3OAA4CdwC3u/kC0bx5wMtBymfBUd1+dTUzF7oXXXuOvX/iC5kASkaKVbVfSDcAz7j4KeCZaT7QF+Iq7jyZcw3WbmfWL2f8Ndz86enTqpACwcuVKPvWpTxU6DBGRlLJNDGcD86Pl+cCkxALu/jd3fz1afgdoIJzK3yWtWLGCE044odBhiIiklG1iGOzu66Pld4HBbRU2s+OBnsRPJHqLmdWZ2U/NrFeW8RS1Dz74gHfeeYdPfOIThQ5FRCSltGMMZvY0cGCSXTfGrri7m1nKczHNbAjwG+ASd98VbZ5JSCg9gbnAt4CbU9SfRpihmmHDhqULuyitXLmS8ePH071790KHIiKSUtrE4O4TUu0zs/fMbIi7r48++BtSlDsAeAK40d1Xxhy7pbWxzcx+DcxoI465hORBZWXlXt4WrbA0viAipSDbrqQlhNsJEP18NLGAmfUEHgHucfeFCfuGRD+NMD7x5yzjKWoaXxCRUpBtYvghcJqZvQ5MiNYxs0ozuzsqcx5wEjDVzFZHj6OjffeZWT1QT5ho9AdZxlO0du7cyUsvvaQWg4gUvayuY3D394HPJdleC1weLd8L3Jui/qnZPH8p+etf/0pFRQUDBw4sdCgiIm3SlBh5om4kESkVSgx5osQgIqVCiSFPVq5cqcQgIiVBiSEPNm7cyFtvvaUL20SkJCgx5MEf//hHKisr6dFDk9mKSPHTJ1VHaGgIs6fW1cGmTQx5802+OWAANDZqam0RKXpKDLlUUwOzZsGyZWF961YAxgGje/aEYcNg4sRwL+fx4wsXp4hIG9SVlCtz5kBVFSxeHBJClBRa9Ni+PWxbvDiUmzOnIGGKiKSjFkMuzJkT7um8pdVNO1tzD+VmRNNC6TaeIlJk1GLIVk1Nq6SwX8KjO/CfifVakkNtbb4iFRHJiBJDtmbNgqamuE0fxTzeBcqAKcnqNjWF+iIiRUSJIRsNDWGg2VPPAr4IqABOTLbTHZYuDWcriYgUCSWGbMybl7bIfOArgKUqYJbRcURE8kWJIRt1da3OPor1JrCcPTesSKqpCerrcxyYiMjeU2LIxqZNbe7+DfBZYGS642zcmKOARESyp8SQjb5929x9D2laCy3Ky3MRjYhITmSVGMysv5k9ZWavRz+TfsKZ2c6Yu7ctidk+0sz+aGZrzOyB6DagpWPsWOjdO+muF4F1pDgbKVZZGYwZk+PARET2XrYthhuAZ9x9FPBMtJ5Mk7sfHT3Oitl+K/BTdz8c2AhclmU8+TV1aspd84FzgP3THcO9zeOIiORbtonhbMJnINHPSZlWNDMDTgUW7k39olBREeY+stbnHN1FGGNokxmceaYm1hORopJtYhjs7uuj5XeBwSnK9TazWjNbaWYtH/4DgA/dvTlafxs4OMt48m/mzNAdtDfKykJ9EZEiknauJDN7Gjgwya4bY1fc3c0s1ZVew919nZkdCvzezOqBtk/paR3HNGAawLBhw9pTtWONHw+zZ2c+V1KLPn1CvcrKjotNRGQvpE0M7j4h1T4ze8/Mhrj7ejMbAjSkOMa66OdaM6sGjiFcFNzPzHpErYahhPHaVHHMBeYCVFZWpr7UuBBaJsKbMSNcl9DGldCYhZbC7NmaQE9EilK2XUlL2HNG5iXAo4kFzKzczHpFywOBzwB/cXcHngXObat+yZg+HZYvh8mTw5lKCd1LO3r0YEf37mH/8uVKCiJStMzb+nabrrLZAOBBYBjhQt/z3P0DM6sErnT3y83s04Sx2F2ERHSbu/8yqn8osADoD7wMXOTu29I9b2VlpdcW86ykjY1hmov6+nDxWnk5DQceyKnz51O3fj3duunyERHJPzNb5e5p+6+zSgyFUvSJIYWxY8dy5513cuKJSafUExHpUJkmBn11zaMpU6bw0EMPFToMEZE2KTHk0ZQpU1i0aBG7du0qdCgiIikpMeTRkUceSf/+/XnxxRcLHYqISEpKDHmm7iQRKXZKDHk2ZcoUFi5cqO4kESlaSgx59vGPf5zy8nJWrFhR6FBERJJSYigAdSeJSDFTYigAdSeJSDFTYiiAo446ir59+7Jy5cpChyIi0ooSQ4GoO0lEilXa2VWlY0yZMoULTzuNXQceSLf6eti0KdxDeuxYuPRS3bxHRApGcyUVQk0NzJrFtsWL6bHPPnTfvn3PvrKyMG33xInhJj7jxxcuThHpVDRXUrGaMweqqmDxYnq5xycFCPdz2LoVFi8O5ebMKUSUItKFqSspn+bMyfxOb+6h3IwZYV33bxCRPFGLIV9qapImhYuAIcABwBHA3Yn1WpJDKXediUhJUWLIl1mzQjdRgpnAG8Bmwu3wvg2sSizU1BTqi4jkQVaJwcz6m9lTZvZ69LM8SZlTzGx1zGOrmU2K9s0zs3/E7Ds6m3iKVkMDLFuW9F7Qo4Fe0bJFj78nFnKHpUvDneFERDpYti2GG4Bn3H0U8Ey0Hsfdn3X3o939aOBUYAvwu5gi32jZ7+6rs4ynOM2b1+buq4A+wJGEbqUzkxUyS3scEZFcyDYxnA3Mj5bnA5PSlD8XWObuGYy+diJ1deFMoxR+DvwLeB44hz0tiDhNTeEe0iIiHSzbxDDY3ddHy+8Cg9OUPx+4P2HbLWZWZ2Y/NbOkn4klb9OmtEW6A58F3gZSnqC6cWPuYhIRSSHt6apm9jRwYJJdN8auuLubWcqr5cxsCDAGeDJm80xCQukJzAW+Bdycov40YBrAsGHD0oVdXPr2zbhoM0nGGFqUtxrCERHJubQtBnef4O6fSPJ4FHgv+sBv+eBvaONQ5wGPuPuOmGOv92Ab8Gvg+DbimOvule5eOajUposYOxZ69261uQFYAHwE7CRkzPuBzyU7RlkZjBnTgUGKiATZdiUtAS6Jli8BHm2j7AUkdCPFJBUjjE/8Oct4itPUqUk3G6HbaChQDswAbgPOSlbYPeVxRERyKdvE8EPgNDN7HZgQrWNmlWa2+1otMxsBHAIsT6h/n5nVA/XAQOAHWcZTnCoqwtxHZnGbBxFekA8J1zHUA1ckq28GZ56pifVEJC80iV6+1NSEuY8ymQ4jUZ8+sHw5VKad+0pEJCVNoldsxo+H2bPDh3w77OpqgbGqAAAKFklEQVTdO9RTUhCRPFFiyKfp0/ckh4RupVbMaO7Zk+/06cO7kyfnJz4REZQY8m/69NAtNHlyOFOprCx+f1lZ2D55Mj3+8Ad6XnstkyZNoinJPEsiIh1BYwyF1NgYprmorw8Xr5WXh1NSp07dPdDs7lx00UU0Nzdz//33062bcrmI7J1MxxiUGErA1q1bOfXUU5kwYQI335z0+j8RkbQ0+NyJ9O7dm8WLF3Pvvfdy7733FjocEenkdAe3ElFRUcFjjz3GKaecwogRI/jsZz9b6JBEpJNSi6GEjB49mt/85jdMmTKFtWvXFjocEemklBhKzOmnn863v/1tvvjFL/Lhhx8WOhwR6YSUGErQ1VdfzYQJEzjvvPPYsWNH+goiIu2gxFCifvKTn9CjRw+uvfZaSvHMMhEpXhp8LlE9evRgwYIFfOYzn+FnP/sZ11133Z6dDQ3h+oi6unCToL59w9Tfl16qifhEJC0lhhJ2wAEH8Pjjj3PCCSdw+OGH84WKCpg1C5YtCwVibyf68MNw001hlteZM8PcTSIiSegCt05g5cqVLDrtNG5tbqbbtm3h3g2pmIVpN2bPDtNziEiXkekFbmoxdAKfevllKrdvp9v27ekLu4epv2fMCOtKDiKSQIPPpa6mBmbMoEdCUvgAmAzsCwwHfptYryU5qOUlIgmySgxmNsXMXjWzXWaWsnliZmeY2WtmtsbMbojZPtLM/hhtf8DMemYTT5c0axYkmXn1aqAn8B5wHzAdeDWxUFNTqC8iEiPbFsOfgXOA51IVMLPuwJ3AROAo4AIzOyrafSvwU3c/HNgIXJZlPF1LQ0MYaE4YU/hfYBHwfWA/4LOE+0j/JrG+OyxdGmZ5FRGJZJUY3P2v7v5ammLHA2vcfa27bwcWAGebmQGnAgujcvOBSdnE0+XMm5d0898Ig0dHxGwbR5IWA4TB6BTHEZGuKR9jDAcDb8Wsvx1tGwB86O7NCdslU3V18aekRj4CDkjY1hf4V7JjNDWF+0GIiETSnpVkZk8DBybZdaO7P5r7kFLGMQ2YBjBs2LB8PW1x27Qp6eb9gM0J2zYD+6c6zsaNuYtJREpe2sTg7hOyfI51wCEx60Ojbe8D/cysR9RqaNmeKo65wFwI1zFkGVPn0Ldv0s1HAM3A68CoaNsrwOhUxykvz3VkIlLC8tGVVAOMis5A6gmcDyzxcGXds8C5UblLgLy1QDqFsWPD/aET7Es4I+C7hIHoPxBe2IuTHaOsLNxOVEQkku3pqpPN7G3gBOAJM3sy2n6QmS0FiFoD1wBPAn8FHnT3lnHQbwFfN7M1hDGHX2YTT5czdWrKXT8HmoAK4AJgDilaDO5tHkdEuh5NiVHqzjkHFi9uexqMVMxg8mRYtCj3cYlI0dE9n7uKmTNDd9DeKCsL9UVEYigxlLrx48OEeH36tK9enz6hXmXaLw8i0sVoEr3OoGUivBkzwnUJml1VRLKgFkNnMX06LF8exgx6927dvVRWFrZPnhzKKSmISApqMXQmlZVhILmxMUxzUV8fLl4rLw+npE6dqju4iUhaSgyd0aBB8I1vFDoKESlR6koSEZE4SgwiIhJHiUFEROIoMYiISBwlBhERiaPEICIicZQYREQkjhKDiIjEKclpt82sEXgzh4ccCGzI4fFyRXG1T7HGBcUbm+Jqn2KNCzKLbbi7p53+oCQTQ66ZWW0mc5Tnm+Jqn2KNC4o3NsXVPsUaF+Q2NnUliYhIHCUGERGJo8QQzC10ACkorvYp1rigeGNTXO1TrHFBDmPTGIOIiMRRi0FEROJ0mcRgZv3N7Ckzez36WZ6i3P81sw/N7PGE7SPN7I9mtsbMHjCznnmO65KozOtmdknM9moze83MVkePiizjOSM63hozuyHJ/l7R778mej1GxOybGW1/zcxOzyaOXMVlZiPMrCnm9flFnuM6ycz+ZGbNZnZuwr6k72kRxLUz5vVaksu4Mozt62b2FzOrM7NnzGx4zL5CvmZtxdVhr1kGcV1pZvXRc79gZkfF7Nu7/0l37xIP4EfADdHyDcCtKcp9DvgS8HjC9geB86PlXwDT8xUX0B9YG/0sj5bLo33VQGWOYukO/B04FOgJvAIclVDmKuAX0fL5wAPR8lFR+V7AyOg43YsgrhHAnzvobyqTuEYAY4F7gHMzeU8LGVe076OOeL3aEdspQJ9oeXrMe1no1yxpXB35mmUY1wExy2cB/zda3uv/yS7TYgDOBuZHy/OBSckKufszwL9it5mZAacCC9PV76C4TgeecvcP3H0j8BRwRo6eP9bxwBp3X+vu24EFUXyp4l0IfC56fc4GFrj7Nnf/B7AmOl6h4+pIaeNy9zfcvQ7YlVC3I9/TbOLqaJnE9qy7b4lWVwJDo+VCv2ap4upImcS1OWZ1X6Bl4Hiv/ye7UmIY7O7ro+V3gcHtqDsA+NDdm6P1t4GD8xjXwcBbMeuJz//rqBn5nSw/DNM9T1yZ6PXYRHh9MqlbiLgARprZy2a23MxOzFFMmcbVEXU7+ti9zazWzFaaWa6+ALVob2yXAcv2sm6+4oKOe80yisvMrjazvxN6IK5tT91kOtU9n83saeDAJLtujF1xdzezvJ2O1cFxXeju68xsf2ARcDGhe0CC9cAwd3/fzI4DFpvZ6IRvWRJvePQ3dSjwezOrd/e/5zsIM7sIqAROzvdztyVFXAV9zdz9TuBOM/sy8G0gq/GXTpUY3H1Cqn1m9p6ZDXH39WY2BGhox6HfB/qZWY/o2+hQYF0e41oHVMWsDyWMLeDu66Kf/zKz3xKainubGNYBhyQ8T+Lv2VLmbTPrAfQlvD6Z1N1bex2Xh87WbQDuvir6VnUEUJunuNqqW5VQtzoHMbUce6/fi5i/qbVmVg0cQ+ifzltsZjaB8MXpZHffFlO3KqFudRHE1ZGvWXvfywXAnL2su0dHDJgU4wP4MfGDvD9qo2wVrQefHyJ+8PmqfMVFGGz7B2HArTxa7k9I7AOjMvsQ+tavzCKWHoQBvZHsGeganVDmauIHeR+MlkcTP9C1ltwNPmcT16CWOAgDeOuA/vmKK6bsPFoPPrd6T4sgrnKgV7Q8EHidhMHOPLyXLR+qozL5PyiCuDrsNcswrlExy18CaqPlvf6fzMmbXQoPQn/zM9Gb9nTLHxShSXh3TLnngUagidAnd3q0/VDgJcIAzkMtfwh5jOur0XOvAS6Ntu0LrALqgFeB2zN949uI50zgb9E/wI3RtpuBs6Ll3tHvvyZ6PQ6NqXtjVO81YGKO37+9igv4t+i1WQ38CfhSnuMaH/0d/S+hZfVqW+9poeMCPg3URx8o9cBluYwrw9ieBt6L3rPVwJIiec2SxtXRr1kGcd0e8zf+LDGJY2//J3Xls4iIxOlKZyWJiEgGlBhERCSOEoOIiMRRYhARkThKDCIiEkeJQURE4igxiIhIHCUGERGJ8/8BgdIfqiL8FcsAAAAASUVORK5CYII=\n", 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\n", 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "115\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'C', 7: 'C', 8: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "117\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'C', 7: 'C', 8: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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cI0eOZNq0aQxt167BGeMZ9V7nBe4Bnqp/wAidMdZ3+PDhRrthysrKqK6urjtjDxbucR3soYqhb3AKf5EYc/DgQZ577jnmzp1L/oEDXFNZSbsg//+qcUaKFAHfrb8zDH3FtcHe2HDHQ4cO1QV4sHBPT0/XIjm11q51rt0UFTl/R/5z/tReuxk71rl2E8EPboW/SIw6tnMnJjOTpG++CdrmeeA3QCkQMFobGSVy6NChRs/Wt2/fzuHDhxs9Wz/vvPPo2rWrgr0lIrRCXaiieZOXiDRD+4ICSEqCJsL/DoIEP3D8xAn+de+9LB8woMEZfE1NTYNAv+yyyxg3blzddgV7BKWnw4MPul1FkxT+ItG2fn2jY8O34swF/2wjh0g6epQja9dS068fgwYNYty4cXVB36VLFwW7NEnhLxJtVVWN7n4RuBpnDvjGXN2/P1f/7nfhqkoSTBu/BC8Sgzo3en8jL+BMAdwkl+aEkbZB4S8SbQMHOhdsA/gnzp2SE5s6hotzwkjboPAXibYpU4Lueh6YgLPwd6OsbfQ4Ik1R+ItEW7duzlw9AS7K/hWnz79RxjjjxTXZm7SCwl/EDTNmOF03LZGS4rxepBUU/iJuGDLEucU/NbV5r6udEybCUztI26ehniJuqZ3bJUbmhJHEojN/ETfl5jqTtGVnc+K006ipfx0gJcUZGZSd7bRT8EuY6MxfxG1ZWbBwIX/77W/pVlTEhH79XJkTRhKLwl8kRry9cSM35ubCHXe4XYokAHX7iMSI999/n6uuanSBO5GwUfiLxIBdu3ZRXV1Nv3793C5FEoTCXyQGfPDBBwwdOlSzcUrUKPxFYoC6fCTaFP4iMUDhL9Gm8Bdx2bFjx1i3bh1XXnml26VIAlH4i7hs48aNZGRkcNZZZ7ldiiQQhb+Iy9TlI25Q+Iu47IMPPlD4S9Qp/EVcpjN/cYPCX8RFlZWVlJWV0b9/f7dLkQSj8Bdx0YcffsjgwYNp317TbEl0KfxFXKQuH3GLwl/ERQp/cYvCX8QlJ06cqJvTRyTaFP4iLvniiy/o1KkT3bt3d7sUSUAKfxGXaHy/uElDDESipbwc8vNh/XqoquKizz4j86KLoKJCyzRK1Cn8RSKtuBhmzYJly5znNTUADAWOb9sG558PY8bAjBkwZIh7dUpCUbePSCTl5cGIEVBY6IS+L/hrJR054mwrLHTa5eW5UqYkHp35i0RKXh5Mnw6HDzfd1lqn3fTpzvPc3MjWJglPZ/4ikVBcHDD4RwDJwBm+n4vqv672A2Dt2mhUKQksLOFvjBltjPnMGFNijHk4wP6OxphXfPs/MMZkhuN9RWLWrFng9Qbc9Reg2vfzWaAGXq/zepEIanX4G2OSgKeBMcC3gFuNMd+q1+wuoNJa2xeYAzzR2vcViVnl5c7FXWtb9nproajIGQUkEiHhOPO/Eiix1m6x1h4F5gM312tzM/C87/GrwHXGGBOG9xaJPfn5je6eAXQFvgO8E6yRMU0eR6Q1whH+PYHtfs/LfNsCtrHWHgOqgC71D2SMmWqMWWuMWVuhsx6JV+vXNxjVU+sJYAuwA5gKjAdKAzX0emHDhkhVKBJbF3yttX+z1mZZa7PSddOLxKuqqqC7hgJnAh2BH+Oc/RcFa1xZGe7KROqEI/x3AOf5Pc/wbQvYxhjTHugM7A3De4vEns6dQ25qgKBXBtLSwlGNSEDhCP9ioJ8xppcx5jRgErC4XpvFOCc6ALcA/2VtS6+GicS4gQMhObnB5v3ACqAGOAbMA94FRgc6RkoKDBgQwSIl0bU6/H19+Pfh/Lv+FPBYazcZY2YaY27yNXsW6GKMKQGmAQ2Gg4q0GVOmBNz8DfBLIB3ngu9TQCFwYaDG1gY9jkg4hOUOX2ttEfW6Lq21j/o9rgEmhuO9RGJet27OXD2FhacM90zH+ZrcJGNg7FhN9iYRFVMXfEXajBkznK6blkhJcV4vEkEKf5FIGDIEZs+G1NTmvS411XldVlZk6hLx0cRuIpFSOznb9OnOuP3GxjgY45zxz56tSd0kKnTmLxJJubmwejVkZ0NyMt76N7anpDgjg7KznXYKfokSnfmLRFpWFixcyOGtW/ltnz48PmkSSVVVzjj+AQOcUT26uCtRpvAXiZL/3ruXJZdcwqyCArdLEVG3j0i0bNq0iUsvvdTtMkQAhb9I1GzatIn+/fu7XYYIoPAXiRqFv8QShb9IlCj8JZYo/EWi4NChQ3z99df06dPH7VJEAIW/SFR8+umnXHjhhSQlJbldigig8BeJCnX5SKxR+ItEgcJfYo3CXyQKFP4SaxT+IlGwceNGhb/EFIW/SIQdPHiQiooKevXq5XYpInUU/iIRtnnzZi6++GKN9JGYovAXiTD190ssUviLRJjCX2KRwl8kwhT+EosU/iIRpvCXWKTwF4mgqqoq9u3bR2ZmptuliJxCK3mJhFt5OeTnw/r1HP/qKxYkJ9Nu9my4804t1ygxw1hr3a4hoKysLLt27Vq3yxAJXXExzJoFy5Y5z2tqTu5LSQFrYcwYmDEDhgxxp0Zp84wx66y1WU21U7ePSDjk5cGIEVBY6IS+f/ADeL3OtsJCp11enhtVitRR+Iu0Vl4eTJ8Ohw87Z/c+84FLgNOBPsAacPYfPuy01weAuEjhL9IaxcUng9/PW8BDwP8FDgLvAr39G9R+AKhrU1yi8BdpjVmznC6den4NPApchfOfrKfv5xRer/N6ERco/EVaqrzcubhbb9DEcWAtUAH0BTKA+4AGHxHWQlERVFREoViRUyn8RVoqPz/g5t3AN8CrOP38HwMfAY8HamxM0OOIRJLCX6Sl1q9vOKoHSPH9ej/QHegKTAOKAh3D64UNGyJVoUhQuslLpKWqqgJuTsPp6jF+20zAlo4N777Lyjlz6Nu3L3369KF3794kJyeHsVCRhhT+Ii10uEMHUoPsuxN4ChgNdADmAOOCtG2fns6WLVt46623KC0tZevWraSnp9OnT5+6DwT/x507d47A70YSjcJfpBl27tzJwoUL8Xg8XLt2LY8kJXHa8eMN2v0K2ANcCCQDOcAjgQ6YksIlOTk89eCDdZuOHz/O9u3bKSkpobS0lNLSUubPn09paSklJSWkpqY2+ECo/bVbt24Y09j3DBGHpncQacKuXbtYuHAhCxYsYMOGDYwfP56cnByuv+wyTuvXL2C/f8iSk2HbtpDn/LHWsnv37roPAv9fS0tLOXLkSNAPhoyMDK0mlgBCnd6hVeFvjDkbeAXIBL4Ccqy1lQHaHQdqr2pts9be1NSxFf7ipq+//ppFixbh8Xj45JNPTgb+9dfTsWPHkw0nTHCmbGjJ/yNjIDsbFi4MW9379++v+yCo/+GwZ88eMjMzA3YnZWZmnvr7krgVrfD/I7DPWvsHY8zDQJq19qEA7aqttWc059gKf4m23bt3s2jRIhYsWMBHH33EjTfeSE5ODjfccEPwC7DFxc5cPfXu8A1JaiqsXg1ZTf4/DQuv18uWLVsafFsoKSlh+/btdO/ePei3hjPOaNZ/3/jhNwMrVVXQuTMMHBjXM7BGK/w/A0ZYa3cZY7oD71hrLwrQTuEvMamioqLuDH/dunV1gT9q1KjQR9z4z+0TqtRUmD0bcnNbVniYffPNN2zbti3gt4YtW7Zw5plnNvhAqH3cpUuX+LvO0IZnYI1W+O+31p7le2yAytrn9dodw7nX5RjwB2ttYVPHVvhLpOzZs4fXXnsNj8dDcXExY8aMIScnh9GjR5OSktL0AQKp/QDwehvvAjLGCZcYCv6mWGvZtWtXwGsMJSUlnDhxIuCopL59+9KjRw/atYux24na8N8VhDH8jTErgXMD7HoEeN4/7I0xldbatADH6Gmt3WGM6Q38F3CdtbY0QLupwFSA888/f/DWrVubql8kJHv37uW1115jwYIFvP/++4wePZqcnBzGjBlDamqwAZvNtHatczZZVOQEh/+cP7Vnk2PHOmeTUerqiYZ9+/YFvQBdWVlJr169An5ryMzMpEOHDtEttg18S2tKTHX71HtNPrDEWvtqY+105i+ttW/fPgoLC/F4PLz33nuMGjWqLvBPP/30yL1xRYXTj7xhA1RWQloaDBgAU6bEbT9ySx06dIgtW7Y0+LZQWlrKjh076NmzZ8BvDb179w7/31GQ6zN/AfJxRqTc6nvcQJSvz7RGtML/T8Bevwu+Z1tr/1e9NmnAYWvtEWNMV+A94GZr7ebGjq3wl5aorKyksLCQBQsW8I9//IPrr7+enJwcbrzxxsgGvjTb0aNH2bp1a8BvDV9++SVpaWkBLz736dOHs88+u/lvGGRk1iKceW5W4Ey+lx/otREYmRUp0Qr/LoAHOB/YijPUc58xJgv4mbX2J8aYbwN/BU7g/BnPtdY+29SxFf4Sqv379/P666/j8XhYs2YNI0eOJCcnh3HjxrXdUSpt3IkTJ9ixY0fAawylpaUkJSUFvQO6e/fuDS9Al5fDBRc0ek/GL4EygoQ/NPueDLdEJfwjSeEvjamqqmLx4sV4PB7effddrr322rrAP/PMM90uTyLIWsuePXsafCDUPq6urqZ3796nfDBct24dfQsKaHfkSNDjNhn+KSnwm9+A393YsSjU8Nf0DhI3Dhw4UBf4q1evZsSIEUyaNIl58+bRqVMnt8uTKDHGkJ6eTnp6OldddVWD/QcPHqz7MCgtLeWjjz6i75IlXNhI8Iekjc3AqvCXmHbw4EHeeOMNPB4Pb7/9NsOHDycnJ4cXX3xRE5xJQGeeeSaDBg1i0KBBJzfu2gVLlrT+4JUNJjCIWwp/iTnV1dUsWbIEj8fDqlWruOaaa8jJySE/P5+zzmpwG4lI08J1opDWYCR73FL4S0yorq5m6dKleDweVq5cyXe+8x1ycnJ49tlnSWtD/+HEJQMHOiN1AlzwPeb7Oe77qcEJxgbhmJLiDNltI3TBV1xz6NAhioqK8Hg8vPnmm3z7299m4sSJfP/732/ZUD6RYBoZ7fMY8Jt6237t236KNjbaR2f+ElWHDx+mqKiIBQsWsHz5cq666ipycnJ45pln6NKli9vlSVvVrZszV0+Acf6PESDo6zPGuTs7xoO/ORT+EvGZDb1eL8uWLcPj8bBs2TKuvPJKcnJyePrpp+natWvr6xcJxYwZsGJFy2ZgTUlxXt+GqNsnkUVwZsOamhqWL1+Ox+OhqKiIrKwsJk6cyIQJE0hvQ2dPEmc0t08dnfknqqZmNqydlKyw0DlbCuEff01NDStWrMDj8bB06VKuuOIKcnJymDt3Lt26dYvAb0KkmWr/DbfhWT1DpfBPRM05+7HWaTd9uvO83n+CI0eO8Oabb+LxeFiyZAmDBg1i4sSJ/Md//AfnnhtoMlgRl+XmOt9kE3AGVn/q9kk0Taw89QUwALgFKKi/0zez4ZEBA3jrrbfqAn/AgAHk5OQwYcIEunfvHtHyRcKqDc7Aqm4fCWzWrFPPcuq5FwjWu3/C6+VfP/gBNxw8SP/+/cnJyeEPf/gDPXr0iEipIhGXnh7zc/VEisI/kZSXOxd3g3zbmw+cBXwbKAmwv521DNq5k03r1tF94MAIFioikRZj66tJROXnB911AHgUeLKJQ7Tv0IHuK1aEsSgRcYPCP5GsXx90PvNfAXcBGU0do43NbCiSqNTtk0iqqgJu/hhYCXwU6nHa0MyGIolK4Z9Igsxs+A7wFc5ybADVOBNcbQb+FegFmmhNJO4p/BNAdXU1hYWF1BQXczuQUm//VGCS3/PZOB8GeYEO1sZmNhRJVOrzb6OOHTvG8uXLmTx5MhkZGcyfP58u06aR3LFjg7apwLl+P2cAyUDAUc7WOmOgRSSu6cy/DbHWsm7dOgoKCpg/fz6ZmZlMnjyZJ5988uT0CitWBJzZ0N9jwXa0wZkNRRKVwr8N+PLLL5k3bx4FBQUcO3aMyZMns2bNGvr169ewsWY2FBEU/nFr7969LFiwgIKCAj777DN++MMfkp+fz9ChQzHGBH/hkCHORFUtndmwjc5zIpJoFP5xxOv1smTJEubNm8c777zD6NGjefjhhxk1ahQdOnQI/UCa2VAk4Sn8Y9yJEydYvXo1BQUFvPbaa1xxxRVMnjyZF154gU6dOrX8wJrZUCShKfzHpXcXAAAI5klEQVRj1IYNGygoKOCll16ia9eu3H777cycOZOePXuG702yspxFrdvgzIYi0jiFfwwpKyvj5ZdfpqCggMrKSm6//XaWLVvGpZdeGtk3TuCZDUUSlcLfZQcOHGDhwoUUFBTw0Ucf8YMf/IA///nPXHPNNbRrp9swRCQyFP4uOHr0KCtWrKCgoIDly5dz7bXXcs8993DjjTeSnJzsdnkikgAU/lFireX999+noKAAj8fDxRdfzOTJk8nLy+Pss892uzwRSTAKf3AWOcnPd6Y8rqpyJkAbOBDuvLPVFzw///zzuhuwOnTowI9+9CM+/PBDevXqFZ7aRURaILHDv7jYGeq4bJnz3H+u+0WL4Ne/hjFjnKGOQ4ItbthQeXk5r7zyCgUFBWzdupVbb70Vj8fDFVdc0fgNWCIiUZK44Z+X1/hNTrVj3gsLnekQmrjJ6dChQ7z++usUFBTwz3/+k/HjxzNz5kyuu+462rdP3D9mEYlNiZlKtcEfyvQG1jrtpk93nvt9ABw/fpxVq1ZRUFDA4sWLGTZsGJMnT8bj8XDGGWdEqHgRkdZLvPAvLg4Y/PtwljF8E+gKzAJu82/g+wCwWVl8lJREQUEBL7/8MhkZGUyePJk//elPnHPOOdH6XYiItErihf+sWadOY+BzL3AasBtnWcMbgcuA/n5tTni9rLzuOu7u0oXJkyfz9ttvc/HFF0ejahGRsEqs8C8vdy7u1uvjPwQsBDbiLGRyNXAT8CLwB7927axl5JEjbPngA0zt/PgiInEosW4hzc8PuPlznE/BC/22XQZsCtC2XVIS5vnnw16aiEg0tSr8jTETjTGbjDEnjDFBp300xow2xnxmjCkxxjzcmvdslfXrTx3O6VMN1J8fszNwMNAxvF5nAjQRkTjW2jP/jcAE4N1gDYwxScDTwBjgW8CtxphvtfJ9W6aqKuDmM4AD9bYdAM4MdpzKyvDVJCLiglaFv7X2U2vtZ000uxIosdZusdYeBeYDN7fmfVusc+eAmy8EjgFf+G37hFMv9p4iLS2sZYmIRFs0+vx7Atv9npf5tkXfwIEQYOK003G+vjyKc/H3H8DrwI8CHSMlxZnrXkQkjjUZ/saYlcaYjQF+wn72boyZaoxZa4xZW1FREe7DO4uTBPGfgBfoBtwK5BHkzN/aRo8jIhIPmhzqaa0d2cr32AGc5/c8w7ct0Hv9DfgbQFZWViMLy7ZQt27OXD2FhQ2Ge54NFDb1emOcZQ21upWIxLlodPsUA/2MMb2MMacBk4DFUXjfwGbMcLpuWiIlxXm9iEica+1Qz2xjTBkwDFhqjFnh297DGFMEYK09BtwHrAA+BTzW2kBD6KNjyBBnkrbU1Oa9LjXVeZ0WMheRNqBVd/haa18DXguwfScw1u95EVDUmvcKq9rJ2Rqb1bOWMc4ZfxOzeoqIxJPEusPXX24urF4N2dnOCKD6XUEpKc727GynnYJfRNqQxJrbp76sLFi4ECoqnKkfNmxwbuBKS3OGc06Zoou7ItImJXb410pPhwcfdLsKEZGoSdxuHxGRBKbwFxFJQAp/EZEEpPAXEUlACn8RkQSk8BcRSUAKfxGRBKTwFxFJQMY2Nq+Ni4wxFcDWKLxVV2BPFN4n3OKx7nisGVR3tMVj3bFU8wXW2ianJojZ8I8WY8xaa23cTdUZj3XHY82guqMtHuuOx5rV7SMikoAU/iIiCUjh71s2Mg7FY93xWDOo7miLx7rjruaE7/MXEUlEOvMXEUlACRf+xpizjTFvGWO+8P2aFqDNBcaYfxljPjbGbDLG/MyNWuvVFErdg4wx7/lqXm+M+aEbtfrV02TNvnbLjTH7jTFLol1jvTpGG2M+M8aUGGMeDrC/ozHmFd/+D4wxmdGvsqEQ6v6u79/zMWPMLW7UWF8INU8zxmz2/TteZYy5wI066wuh7p8ZYzb4suP/GWO+5UadIbHWJtQP8EfgYd/jh4EnArQ5Dejoe3wG8BXQIw7qvhDo53vcA9gFnBXLNfv2XQeMB5a4WGsSUAr09v39fwJ8q16be4BnfI8nAa+4+W+iGXVnAgOBF4Bb4qTm7wGpvse5cfRn3cnv8U3AcrfrDvaTcGf+wM3A877HzwPfr9/AWnvUWnvE97QjsfENKZS6P7fWfuF7vBMoB9xch7LJmgGstauAg9EqKogrgRJr7RZr7VFgPk79/vx/P68C1xljTBRrDKTJuq21X1lr1wMn3CgwgFBqfttae9j39H0gI8o1BhJK3Qf8np4OxOxF1VgItWg7x1q7y/f4a+CcQI2MMecZY9YD23HOWHdGq8AgQqq7ljHmSpyzk9JIF9aIZtXssp44f9e1ynzbArax1h4DqoAuUakuuFDqjjXNrfkuYFlEKwpNSHUbY+41xpTifPP9eZRqa7Y2uYavMWYlcG6AXY/4P7HWWmNMwE9ma+12YKAxpgdQaIx51Vq7O/zVnhSOun3H6Q68CPzYWhvRs71w1SwSiDFmMpAFDHe7llBZa58GnjbG3Ab8EvixyyUF1CbD31o7Mtg+Y8xuY0x3a+0uX0iWN3GsncaYjcA1OF/1IyYcdRtjOgFLgUeste9HqNQ64fyzdtkO4Dy/5xm+bYHalBlj2gOdgb3RKS+oUOqONSHVbIwZiXMSMdyvG9ZNzf2zng/kRbSiVkjEbp/FnPwk/jHwev0GxpgMY0yK73EacDXwWdQqDCyUuk8DXgNesNZG9IMqRE3WHEOKgX7GmF6+P8dJOPX78//93AL8l/Vd2XNRKHXHmiZrNsZcDvwVuMlaGysnDaHU3c/v6Y3AF1Gsr3ncvuIc7R+cPtpVOH8pK4GzfduzgL/7Hl8PrMe5mr8emBondU8GvgE+9vsZFMs1+56vASoAL04/6iiX6h0LfI5zneQR37aZOAEEkAwsAEqAD4Hebv+7CLHuIb4/10M431Q2xUHNK4Hdfv+OF7tdc4h1/29gk6/mt4H+btcc7Ed3+IqIJKBE7PYREUl4Cn8RkQSk8BcRSUAKfxGRBKTwFxFJQAp/EZEEpPAXEUlACn8RkQT0/wGbEHSVqUi2qgAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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IHNKVfzSaM8fVtQmmsqW1brvp0917T30bay0bNmzw1tcZOXIk06dPD76+joi0awr/aFNYGDD4XwR+C3yKm9RkPvDt2pWeE8DhQYOYV1JCXl4eFRUV3H777ZSUlNC7t79CqyISrxT+0WbWrPoFzDyWA78EXsJNoHCgwRZQc+wYa3NyePemm3j88ccZPXo0CQnq2RORhlTeIZqUlkL//g3794ErgCmeV2Nsp06YPXtU8EwkTgVb3kGXhdFk/ny/i6uBIqAMGIirmf1ToOHfB2ASEgLuR0SklsI/mhQX+73q/wyoBBYC64DNwCZgpr99lJe70sciIo1Q+EeTI0f8Lk7y/PuvQE+gO/ALYEmg/Rw6FOqWiUg7o/CPJgFq4afgunrqPnfb6DO4KSmha5OItEsK/2gybBgEKJM8GfgzUAocAv4EfMffhklJbpYrEZFGKPyjSW5uwFW/BjKBwUAaMBz4lb8NrW10PyIioPCPKjXdu7P9nHOo9rOuI/AkcBg4CDwGNPgbwRg3obmGeYpIExT+UWL//v380z/9Ew+fcgomKanpD/iTlOSKvImINEHhHwVee+01LrnkEr797W/zZGEhCQ8/DMnJzdtJcjLMng0ZTT7bISKi8g6RdPz4ce655x7y8/NZuHAho0aNcis8xdmYPt2N22/sKWxj3BX/7NknPyci0gRd+UfItm3buOyyy9i7dy+bNm06Gfy1pk2DNWtg0iQ3Asi3KygpyS2fNMltp+AXkWbQlX+YWWuZO3cu9957LzNnzmTq1KmBZ87KyIBFi6CszJVsKClxD3ClpLjhnLm5urkrIi2i8A+jw4cPc9ddd7FlyxZWr17N+eefH9wHU1Nhxoy2bZyIxBV1+4TJO++8w/DhwznjjDPYsGFD8MEvItIGdOXfxqqrq3nooYd49NFHeeqpp7juuusi3SQREYV/W9q3bx+33norNTU1bNy4kT59+kS6SSIigLp92syrr75Keno6V155JStWrFDwi0hU0ZV/iFVUVHDPPfewePFiFi1axMiRIyPdJBGRBnTlH0Jbt27l0ksv5cCBA2zatEnBLyJRS1f+vkpL3Zj64mI3uUq3bq7U8uTJAcfUW2vJy8vj3nvvZdasWdxxxx2Bx+6LiEQBhX+twkKYNQsKCtz7utMpvvwyPPAA5OS4wmmZmd5Vhw8fZurUqWzbto21a9cydOjQMDdcRKT51O0DMGcOZGVBfr4Lfd95dMvL3bL8fLfdnDkAvP3221x88cWceeaZbNiwQcEvIjFDV/5z5rgCaseONb2ttXDsGHb6dAqWLGHyhg385S9/4Zprrmn7doqIhFB8X/kXFvoN/t3ARNzcuWcBPwWq6qw3x44xdskSSubNU/CLSEyK7/CfNct16fj4CdADOABsBtbgZtGqq5O19MjLa/Mmioi0hZCEvzFmgjFmuzFmlzHmXj/rOxljXvKsX2+MGRCK722V0lJ3c9dPrfyPgX/GTZN4FjAB2OKzjbEWlixxFTdFRGJMq8PfGNMBeALIAYYCNxtjfO98TgEOWWsHAn8CHmrt97ba/PkBV/0ceBE4BuwDCnAngAaMaXQ/IiLRKhRX/iOAXdbaj6y1J3C5ea3PNtcCCzw/LwSyTaQHwhcXNxzV4zEad6V/GtAHyAD8lmMrL3c19kVEYkwowr83sKfO+72eZX63sdZWAUeAM0Lw3S135IjfxTW4q/zvAUeBz4FDwC8D7efQoTZonIhI24qqG77GmKnGmCJjTFFZW/eld+vmd/GXwKe4ET6dcGeoycCSQPtJSWmDxomItK1QhP8+oG+d9308y/xuY4xJBLoBX/juyFr7tLU2w1qbkdrW0xMOG+bmwPXRHTgbmIMb3nkY1181zN8+kpLcdIoiIjEmFOFfCAwyxpxtjDkFuAlY7LPNYuA2z883ACut9TPMJpxycwOuehlYCqQCA4GOuLvUDVjb6H5ERKJVq5/wtdZWGWN+CiwDOgBzrbVbjDH/CRRZaxcDecBzxphduJ6Vm1r7va3Wo4er1ZOf32C458XA6qY+bwxMnKgJ1EUkJplIX4AHkpGRYYuKitr2SwoLXa2eYEo7+EpOhjVrICMj5M0SEWkpY8xGa22TwRRVN3zDLjMTZs92Qd4cycnucwp+EYlRKuw2bZr7d/p0N26/sb+EjHE3eWfPPvk5EZEYFN9X/rWmTXNdOJMmuRFASUn1Vld17OiWT5rktlPwi0iM05V/rYwMWLTI1eqZP989uXvoENs++4wSY7jxtdd0c1dE2g2Fv6/UVJgxw/v2yPr1/Nedd3Kjgl9E2hF1+zThoosuYseOHRxryYggEZEopfBvQufOnUlLS2Pz5s2RboqISMgo/IOQmZlJYWFhpJshIhIyCv8gjBgxQuEvIu2Kwj8ImZmZbNiwIdLNEBEJGYV/ENLS0ti/fz+HDx+OdFNEREJC4R+ExMREhg8fTpvXGhIRCRON8w/SleefT8LDD7sHwI4ccZPBDBsGkyfr4S8RiTnxXdUzGIWFMGsW1a+9RlV1NZ1qak6uS0pytYBycuC++1yhOBGRCFJVz1CYM8eVfM7Pp0NlZf3gB1cIrqLCzQmQleW2FxGJAer2CWTOHFfpM5gne611202f7t6r8JuIRDld+ftTWNgg+Lv6vDoA/+r7udoTQDR0V4mINELh78+sWa5Lp45v6rwOAknAjf4+W17uPi8iEsUU/r5KS6GgoNFJXRYBPYBv+1tpLSxZ4kpDi4hEKYW/r/nzm9xkAfAjwATawJig9iMiEikKf1/FxW4ETwCfAGuA2xrbR3m5mwxGRCRKKfx9HTnS6OrngFHA2U3t59ChEDVIRCT0FP6+unVrdPWzNHHVXyslJRStERFpEwp/X8OGucna/Xgb2EeAUT51JSXBhReGuGEiIqGj8PeVmxtw1QLge8CpTe3D2kb3IyISaQp/Xz16uFo9puFYnqdwff6NqQbe79+frzp1aovWiYiEhMLfn/vuc103LWCSklg0aBCDBw/m8ccfp7KyMsSNExFpPYW/P5mZMHs2JCc373PJySQ8/DAPvPoqy5Yt47XXXuP8889n0aJFRGv1VBGJTwr/QKZNO3kC8NMFVI8xbrvZs71F3S666CKWLl3KE088we9+9ztGjhzJ22+/HYaGi4g0TeHfmGnTYM0amDTJjQDy7QpKSnLLJ01y2/mp5jl+/Hjeffdd7rrrLm666Sauv/56duzYEaZfQETEP03mEqyyMleyoaTEPcCVkuKGc+bmBj2TV3l5OY899hizZ8/m+9//Pvfffz89evRo02aLSHwJdjIXhX8EfP7558ycOZO//vWv3H333dx9990kN/f+goiIH5rJK4p1796dRx55hPXr11NcXMzgwYOZO3cu1dXVkW6aiMQJhX8EnXvuubz00kssWrSIefPmcfHFF1NQUKCRQSLS5hT+UeDSSy9l7dq1zJw5k7vvvtt7k1hEpK0o/KOEMYZrr72WkpISbrjhBq6++mpuvfVWPvnkk0g3TUTaoVaFvzHmW8aY5caYnZ5//ZayNMZUG2M2e16LW/Od7V3Hjh2566672LFjB+eccw6XXHIJ99xzD4cPH45000SkHWntlf+9wApr7SBghee9P+XW2os9r2ta+Z1x4dRTT+W3v/0tJSUlHD58mMGDB/OnP/2J48ePR7ppItIOtDb8r8UVu8Tz73Wt3J/46NWrF08//TSrVq1i5cqVpKWl8eKLLwZ/U7i0FH7/e7jlFvjud92/v/+95hgWiXOtGudvjDlsrT3d87MBDtW+99muCtgMVAEPWmvzm9p3ex7n3xqrVq1ixowZJCQkMHv2bEaPHu1/w8JCmDXLTUYP9aemTEpyZadzclwRu8zMtm+4iIRFyB7yMsa8AZzlZ9WvgAV1w94Yc8ha26Df3xjT21q7zxhzDrASyLbWfuhnu6nAVIB+/fql62anfzU1Nbz00kv8+7//OxdeeCEPPfQQaWlpJzeYMwemT3dzCTf2v68x7kRQpyaRiMS2kD3kZa0dZ629wM/r78Bnxpieni/sCZQG2Mc+z78fAauB4QG2e9pam2GtzUgNsmRCPEpISODmm29m27ZtZGVlMWbMGO68804OHjx4MviPHfMGfxbQGejqeZ1XuyNr3XbTp7vPiUjcaG2f/2JOTml7G/B33w2MMSnGmE6en7sDI4EPWvm9AnTq1Ilf/OIXbN++ndNOO41bzjuPE//2by7QfTwOfON5bfddWXsCUDebSNxobfg/CIw3xuwExnneY4zJMMY849kmDSgyxrwHrML1+Sv8QyglJYU//OEP/P2yy0hs6eQx5eXuHoGIxAUVdmsvSkuhf//6N3Y9soAtgMV1+fyXZ1kDnTvDp58GXaVURKKPCrvFm/nzA656CPgI2Ie7m/5doMHddnA3gBvZj4i0Hwr/9qK42O9VP8ClwKlAJ9yNmZHAEn8blpe7+QpEpN1T+LcXR44EvanBdQH5dehQKFojIlFO4d9edOvmd/FhYBlQgXvC7nlgLTAhwG7KqqupqalpixaKSBRR+LcXw4a5G7Y+KoH/AFKB7sCfgXxgsJ9dnEhMZMG773LmmWfywx/+kOeee47PPvusLVstIhGi0T7tRSOjfYLmGe2zp6KCpUuXsnTpUlasWMHAgQOZMGECEyZM4LLLLiMxMTF07RaRkNJon3jTo4er1WNMyz5vDEycCKmp9O3blx//+McsWrSIsrIy/vjHP1JTU8PPfvYzUlNTufHGG8nLy2Pv3r2h/R1EJGx05d+eFBZCVpbfJ3yblJwMa9ZARuMXDAcPHmTZsmUsXbqUf/zjH/Tu3dv7V8HIkSPp1KlTy9ouIiERssJukaLwb6G6tX2ClZzcouJu1dXVFBYWeruItm7dSlZWlvdkcPbZZzez8SLSWgr/eBahqp5ffPEF//jHP1i6dCnLli2jW7du5OTkMGHCBMaMGUNSUlKrv0NEGqfwj3dFRa5Wz5IlLuTLy0+uq63nP3Giq+ffRFdPS9TU1PDee+9RUFDA0qVL2bRpEyNHjvSeDAYPHoxp6f0JEQlI4S9OWZkr2VBS4h7gSkmBCy+E3Nyw1vA5cuQIK1as8J4MEhMTvSeCsWPH0rVr17C1RaQ9U/hL1LLW8sEHH3hPBOvXr2fEiBHeewUXXHCB/ioQaSGFv8SMb775htWrV1NQUEBBQQEnTpzwngjGjRvH6ac3mBlURAJQ+EtMstaya9culi5dSkFBAW+++SbDhg3zdhENHz6chIQ2fjyltNR1lRUXu5pJ3bq5J6gnT1a5a4l6Cn9pF8rLy1m3bp33ZPDFF19w1VVXkZOTw/jx4wnpdJ+a9F7aAYW/tEu7d+/2PmS2atUqBg8ezIQJE8jJyWHEiBF06NChZTvWpPfSTij8pd07ceIEb7/9tvchsz179jBu3DhycnK46qqr6NmzZ3A7CuODcSJtTeEvcWf//v3evwqWL19Ov379vH8VXHHFFXTs2LHhhwKUxLgFWAEcBc4C7gHu8P1skCUxRMJJ4S9xraqqig0bNnjvFezcuZMrr7zSO4qof//+bsPvfQ/y8xt09WwBBuJmP9uGm/P4dSC97kbGwKRJsGhR2/9CIkFS+IvUUVpayvLly72lJ7p3784No0fzwNy5dKisbPSz23Hh/yjwz74rNem9RBmVdBapo0ePHt4Jag4ePMizzz7L6I8/prKqKuBnfgIkA0OAnsBEfxtp0nuJUZqVQ+JOQkICGRkZ7mq9kb98n8TNfPYOsBrXBdSAJr2XGKUrf4lfQUx63wEYBewF5gTaSJPeSwzSlb/ErwCT3vtTBXwYYN36HTsofPxx0tLSGDJkCL169VJtIol6Cn+JX8OGuZE6PvMelwIrge8AScAbwAuel6/qU07hxJAhvP/++/ztb39j27ZtVFRUMGTIEIYMGUJaWpr3pHDuuedq/mOJGhrtI/ErwKT3ZcANwHtADdAf+BnwY3/78DPa58svv2Tr1q1s27aNrVu3en/ev38/55xzToOTwpAhQ+jSpUtb/ZYSZzTUUyQYAcb5B6WZ4/zLy8vZsWNHg5PCzp07SU1NrXdSqD0xpKamqgtJmkXhLxKMMEx635Tq6mp2797d4K+FrVu3kpCQ4D0R1D0pDBgwoO2rm0pYyubXAAAHCklEQVRMUviLBCtKa/tYayktLfXbhfT5558zePDgBn8tDBo0iM6dO7dZmyT6KfxFmiPGqnp+/fXXbN++vcFfCh9//DF9+vTx+9dCSkpKxNrbIppXoUUU/iLNFeFJ70OhsrKSDz/80O9fC126dGlwUkhLS6N3797RdV9B8yq0isJfpKWiZNL7ULLWsm/fPr/3FY4ePeo9IdQ9MZx77rn+K6G2pRj7CywaKfxFJCiHDh3ynhDqnhj27t3L2Wef3eCkcN5553HqqaeGviFReu8l1ij8RaRVKioq2LlzZ4OTwo4dOzjjjDPq3U+o/blHjx4t60LyM+rqcWA+UALc7PnZL82rUI/CX0TaRHV1NZ9++mm9+wm1P9fU1Pg9KQwYMKDxKTb9PG/xMq742DKgnEbCX/Mq1BOW8DfG3Aj8BkgDRlhr/aa1MWYCrhx6B+AZa+2DTe1b4S8SW6y1fP75535PCqWlpQwaNKjBSWHw4MEkff213yeta/0HrrDe/Ma+XPMqeAUb/q0tNPI+8D3gqUYa0gF4AhiP+9+w0Biz2Fr7QSu/W0SiiDGG1NRUUlNTGT16dL1133zzDTt27PCeDBYuXMjWrVv58MMPeSA5mV+cOOG/ZHbwX+5u0s+Y0Zq9xJVWhb+1divQVB/fCGCXtfYjz7YvAtcCCn+RONG1a1cuueQSLrnkknrLKysrKb/+ejq9+mrrvkDzKjRbOJ4P7w3sqfN+r2eZiMS5jh07clqo7jtqXoVmafLK3xjzBnCWn1W/stb+PZSNMcZMBaYC9OvXL5S7FpFo1Yx5FRoVa08wR1iT4W+tHdfK79gH9K3zvo9nmb/vehp4GtwN31Z+r4jEggDzKlR5XtWeVwUusPyGVlKSexBPghaObp9CYJAx5mxjzCnATcDiMHyviMSC3Fy/i2fiJtN5EPir5+eZgfZhbcD9iH+tCn9jzCRjzF7gcuB1Y8wyz/JexpglANbaKuCnuOG6W4H/b63d0rpmi0i70aOHq9XjM3DkN4D1ef3G3+eNcTWXNMyzWfSQl4hEXhTMq9BeBDvOX7NBiEjkZWa6Gj3Jyc37XG1tHwV/s2k2aRGJDrXF2VTVMyx05S8i0WPaNNeFM2mSK9mQlFR/fVKSWz5pkttOwd9iuvIXkeiSkeGGfrbDeRWiicJfRKJTaqpq9bQhdfuIiMQhhb+ISBxS+IuIxCGFv4hIHFL4i4jEIYW/iEgcUviLiMQhhb+ISByK2qqexpgy4JMmNusOfB6G5sQKHY/6dDxO0rGorz0fj/7W2iYfgY7a8A+GMaYomNKl8ULHoz4dj5N0LOrT8VC3j4hIXFL4i4jEoVgP/6cj3YAoo+NRn47HSToW9cX98YjpPn8REWmZWL/yFxGRFoip8DfGfMsYs9wYs9Pzb4qfbS42xrxjjNlijCk2xnw/Em0Nh2COh2e7pcaYw8aY18LdxrZmjJlgjNlujNlljLnXz/pOxpiXPOvXG2MGhL+V4RPE8RhtjHnXGFNljLkhEm0MpyCOxy+MMR94smKFMaZ/JNoZCTEV/sC9wApr7SBghee9r2PAj6y15wMTgEeMMaeHsY3hFMzxAPgDcGvYWhUmxpgOwBNADjAUuNkYM9RnsynAIWvtQOBPwEPhbWX4BHk8PgVygf8Jb+vCL8jjsQnIsNYOAxYCvw9vKyMn1sL/WmCB5+cFwHW+G1hrd1hrd3p+3g+UAu11zrcmjweAtXYF8HW4GhVGI4Bd1tqPrLUngBdxx6SuusdoIZBtjDFhbGM4NXk8rLW7rbXFQE0kGhhmwRyPVdbaY563/wv0CXMbIybWwv9Ma+0Bz88HgTMb29gYMwI4BfiwrRsWIc06Hu1Qb2BPnfd7Pcv8bmOtrQKOAGeEpXXhF8zxiCfNPR5TgII2bVEUibo5fI0xbwBn+Vn1q7pvrLXWGBNwqJIxpifwHHCbtTZmr3JCdTxEJDBjzC1ABjAm0m0Jl6gLf2vtuEDrjDGfGWN6WmsPeMK9NMB2pwGvA7+y1v5vGzU1LEJxPNqxfUDfOu/7eJb522avMSYR6AZ8EZ7mhV0wxyOeBHU8jDHjcBdTY6y1x8PUtoiLtW6fxcBtnp9vA/7uu4Ex5hTgFeBZa+3CMLYtEpo8Hu1cITDIGHO253/3m3DHpK66x+gGYKVtvw+3BHM84kmTx8MYMxx4CrjGWhtfF0/W2ph54fpqVwA7gTeAb3mWZwDPeH6+BagENtd5XRzptkfqeHjerwPKgHJcv+dVkW57CI/BRGAH7r7OrzzL/hP3HzNAZ+BvwC5gA3BOpNsc4eOR6fn/wFHcX0BbIt3mCB+PN4DP6mTF4ki3OVwvPeErIhKHYq3bR0REQkDhLyIShxT+IiJxSOEvIhKHFP4iInFI4S8iEocU/iIicUjhLyISh/4PIpfL5wOYR8MAAAAASUVORK5CYII=\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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unRI/NNnLeBbQDTgBWB6rUBr0VhaRYCSinX8v4JOwz5uAEY2UP58og2YGIjcXFi3yd7/Fxb7n7tatvh3/kCGQn59eD3fDNdJb+Rb8T7B98Ffi04HVwHciC6ZJb2URSb2UdvIys6lALnBSjPUXABcA9OnTJ3WBde8OV1yRuuMlQiO9lcOvvOcCj+M7rl0arXAa9FYWkdRLRLXPp/gRkescFlpWj5mdAlwDTHDObY+2I+fcfc65XOdcbvd0veNOF430Vo5k+KasUaVJb2URSa1EJP8yYKCZ9TezfYDJwOLwAmZ2NL7P1ATnXEUCjikxeit/CbyE77OwE1gAvAqMjbaPNOutLCKpE3fyd87tBC7B55x3gCedc2vN7HozmxAq9nt8k/OnzGy1mS2OsTtprvz8qIt3AL8BuuMf+N4JlACHRyvsXMz9iEjblpA6f+dcKb5aOXzZtWHvT0nEcSRMXW/lkpJ6zT2743+KNSkdeyuLSMpkXg/ftqQt9VYWkZRS8m/N2lJvZRFJKSX/1q4FvZWdGduAiquuSr9OayKSUkr+bUEzeytbXh7PX3EF4/78Z7Zvj9raVkQyRGaN558Jmuit7JzjzDPPpHfv3txxxx1BRysiCdbc8fwzaxrHTNBEb2Uz48EHH+SYY47h5JNPZtKkSSkMTkTShap9MlDXrl1ZuHAhF154IR999FHQ4YhIAJT8M9SIESO48sormTx5Mjt27Ag6HBFJMSX/DHbZZZdx0EEHcc011wQdioikmJJ/BmvXrh3FxcU8/vjjlJaWNr2BiLQZSv4Zrlu3bjz22GOcd955bNq0KehwRCRFlPyFUaNGcemll3L22Wezc+fOoMMRkRRQ8hcAZs6cSadOnbj++uuDDkVEUkDJXwBo3749jz76KA888ADLli0LOhwRSTIlf9ntkEMO4dFHH+VnP/sZn3/+edDhiEgSKflLPWPGjOH8889n6tSp7Nq1K+hwRCRJlPylgWuvvZZvv/2Wm2++OehQRCRJlPylgQ4dOvDYY49x55138tprrwUdjogkgZK/RNWrVy8eeughzj77bDZv3hx0OCKSYEr+EtP48eOZMmUK+fn51NbWBh2OiCSQkr806qabbmLLli3cdtttQYciIgmk8fylUR07duTxxx9nxIgRjBw5khEjRgQdkogkgO78pUn9+vXj3nvvZfLkyWzdujXocEQkAZT8pVkmTZrEhAkTOP/880nXqT9FpPmU/KXZ5syZw0cffcS8efOCDkVE4qQ6f2m2Tp068cQTT/Dv//7vHH/88RxzzDF+RUWFnzS+vByqqqBLFxg6FKZN83MKi0jasUT8hDezscAdQHvgAefczRHrOwGPAN8HtgA/dc592Ng+c3Nz3apVq+KOTRJv4cKF/Pa3v+Wt++5jvzvvhCVL/Iqamj2FsrPBORg3DmbNguHDgwlWJMOY2ZvOudymysVd7WNm7YF5wDhgMDDFzAZHFDsf2Oqc+y5wG3BLvMeV4EyePJnrDjmEjqeeiisp8Uk/PPEDVFf7ZSUlMHo0FBUFEquIRJeIOv9jgQ3OuY3OuW+BhcDEiDITgfmh908DY8zMEnBsCUJREWe/+Saddu3Cmvrl6Bxs2wYzZugCIJJGEpH8ewGfhH3eFFoWtYxzbidQBRyUgGNLqpWVwYwZWHX17kX7RbzaA5dGbld3AVBVnkhaSKvWPmZ2gZmtMrNVlZWVQYcj0RQW+iqdMF+Hvf4JZAM/ibZtdbXfXkQCl4jk/ynQO+zzYaFlUcuYWQegC/7Bbz3Oufucc7nOudzuaiWSfioq/MPdRqp6FgE9gFHRVjoHpaWgC7tI4BKR/MuAgWbW38z2ASYDiyPKLAbODb3/MfCKU0+h1qe4uMki84GfATEf6Jg1az8iklxxt/N3zu00s0uAl/DVvQ8559aa2fXAKufcYuBB4FEz2wB8gb9ASGtTXt6wVU+Yj4AV+C87pupqWLMmwYGJSEslpJOXc64UKI1Ydm3Y+xpiVANLK1JV1ejqR4GRQP+m9qPxgUQCl1YPfCXNdenS6OpH2FO316iuXRMRjYjEQclfmm/oUMjKirrqb/in+k3+vMvOhiFDEhyYiLSUkr80X35+zFXzgTOA/Zvah3ON7kdEUkPJX5qvRw8/Vk+Uztn34uv8G2UG48drsDeRNKDkLy0za5avutkLtVlZfnsRCZySv7TM8OEwdy7k5LRos287duQ3WVms6dQpSYGJSEso+UvLFRTsuQA0NT6fGeTksM8ddzBk3jzGjBnD0qVLUxOniMSk5C97p6AAVqyAvDzfAiiyKig72y/Py/PlCgqYMmUKixYt4pxzzuHBBxvtCiYiSaaZvGTv5ebCokV+rJ7iYt9zd+tW345/yBDfqifi4e6oUaNYsWIFP/zhD9m4cSM33HAD7drpHkQk1RIyk1cyaCavtq2yspIJEybQv39/Hn74YTrpWYBIQqRsJi+RvdG9e3deeeUVduzYwamnnsqWLQ0GeRWRJFLyl8BkZ2fzxBNPcNxxx3H88cezYcOGoEMSyRhK/hKodu3aMWfOHC677DJGjhzJ3/72t6BDEskISv6SFn7xi1/w8MMPM3HiRJ566qmgwxFp89TaR9LGuHHjWLp0KaeffjoffPABV1xxBdZUPwIR2Su685e0MmzYMF5//XUWLFhAQUEBO3fuDDokkTZJyV/SzmGHHcZrr73Ghx9+yOmnn86//vWvoEMSaXOU/CUtde7cmeeee44+ffowatQoNm3aFHRIIm2Kkr+krY4dO3LPPfdw9tlnc/zxx/P2228HHZJIm6HkL2nNzLjyyiv5/e9/zymnnMKSJUuCDkmkTVDyl1bhpz/9KSUlJUybNo377rsv6HBEWj019ZRW44QTTuCvf/0r48eP5/3336ewsDD6oHAVFX6gufJyqKryE88PHQrTpmkWMZEQDewmrc7mzZuZNGkShx56KPPnzye7bjjpsjIoLIS6qqGamj0bZWf7+YPHjfOziQ0fnvrARVJAA7tJm9WtWzdefvll2rdvz5gxY6isrISiIhg9GkpKfNIPT/wA1dV+WUmJL1dUFEToImlDyV9apaysLBYsWMDo0aP54+DB1F5+OWzb5u/uG+OcLzdjhi4AktGU/KXVateuHf83L49rv/qKdhF3+u8APwC6AN8Fno3cuO4CoKpFyVBK/tK6FRbScceOeot2AhOBHwFfAPcBU4H3IretrvbPCEQyUFzJ38wONLOlZrY+9GfXKGWGmdnrZrbWzMrN7KfxHFNkt4oK/3A3oqrn78A/gMuA9vhfACcAj0Zu7xyUlvppKEUyTLx3/jOBZc65gcCy0OdI24CfOef+DRgL3G5mB8R5XBHfnLOZHPC/0VaYtWg/Im1FvMl/IjA/9H4+MCmygHPuPefc+tD7fwAVgBpbS/zKyxu26gGOAHoAvwd2AP8FrMDfhTRQXe0nnhfJMPEm/4Odc5+F3v8TOLixwmZ2LLAP8H6M9ReY2SozW1Wpn+LSlKqqqIs7AiXAC8AhwK3AWcBhsfazdWsSghNJb0328DWzl/H/hyJdE/7BOefMLGY7OzPria92Pdc5VxutjHPuPvzzOXJzc9Oz95mkjy5dYq4air/br3M8cG6swl0bPKoSafOaTP7OuVNirTOzz82sp3Pus1Byr4hRrjP+Ruwa59zKvY5WJNzQobBoUdSqn3LgcKAWuBv4DMiPto/sbBgyJIlBiqSneKt9FrPnhupc4M+RBcxsH3wz60ecc0/HeTyRPfLzY656FOiJr/tfBiwFOkUpV7trV6P7EWmr4k3+NwOnmtl64JTQZ8ws18weCJU5CzgRyDez1aHXsDiPKwI9evixeqLM8/t7YCvwNbAE39ErUq0Z/9WxIyPz8njhhRdI13GuRJJBA7tJ61ZW5sfq2Ra1LU/jcnLYuWwZT3/4IYWFhZgZM2fO5Cc/+Qnt27dPeKgiqaCB3SQzDB8Oc+dCTk7LtsvJgblz6XDccUyePJnVq1dz0003cdddd3HEEUdw//33s3379uTELJIGlPyl9Sso2HMBiFIFVI/Z7sRPQUHYYuOHP/whf/3rX3n44Yd59tlnGTBgALfeeitff/11kv8CIqmn5C9tQ0EBrFgBeXmQleVb8YTLzvbL8/J8ubDEH2nUqFGUlpby/PPP88YbbzBgwACuu+46tmzZkuS/hEjqqM5f2p7KSj9kw5o1vgNX166+OWd+/l7N5PXee+8xZ84cnnnmGfLz85k+fTq9evVKeNgiidDcOn8lf5Fm2rRpE3/4wx8oLi7mzDPP5Morr2TgwIFBhyXpJuBpRJX8RZJk8+bN3Hnnndx9992MGTOGmTNnMmzYXrRe1lzDbUuaTCPa3OSPcy4tX9///vedSDr76quv3Ny5c92hhx7qxo0b51599dXmbfjGG87l5TmXleVfPi34V3a2X5aX58tJ63D33c7l5DhnVv/7jHyZ+XJ33520UIBVrhk5NvAkH+ul5C+tRXV1tbv33nvdgAED3MiRI90LL7zgamtroxdOoyQhCVL3nTb2fUa+kvjdKvmLpNiOHTvcY4895oYOHeqOOuoot3DhQrdz5849BdIsSUgCvPFG1O90C7hJ4HLA9QG3INZ3W1aW8JCam/zV1FMkQTp06MCUKVN2dxj74x//yKBBg3jggQf49r//288ZHKUn8kLge8C+wHeA18JXaq7h9FZY6OeEiHAxfuz6z4EFQAGwNrJQwNOI6oGvSJI453jttdcoLCzkl8uXc9r27bSL+P+2FPg58ARwLH70UYB6DUnNfP+ERYtSEXbrFMTD84oK6Nu3waiy3wBd8TPHHR5adg7+O705ch9ZWfDxxwmNsbkPfJsc0llE9o6ZceKJJ3LioEHU9u7dIPEDzAauBY4LfY7ae8CFzTWsVkD1NdbC5plnYPbs5LWwiTH953v4xHp42LKjqD+/xG5104hecUViY2sGVfuIJFtxMe3aNfyvtgtYBVTiRx09DLgEaFiJQLBzDVdUwJw5MHUqnH66/3POnOAnvi8q8oP6lZT4pB85r0N1tV9WUuLLFRUl9vgxphH9GugcsawL8K9o+whwGlHd+YskW4wk8Tl+juGn8fX8HfGTYt8I3BRZOIgkEeRddVOKimI+Q2nAuT3PTqDRoT2aa9euXWzbtIn9o6zbD/gqYtlXELUsENg0orrzF0m2GHMN140+dCl+4pluwOVAaaz9pDJJBH1X3ZiysqiJfyr+PHbGV7k8ELndXj48/+abb1i5ciX33HMPF154ISNGjKBz584se/PNqOUPB3YC68OWvQ38W6wDBDSNqO78RZItxlzDXfFVPeHjkDY2JumTS5dy9+jRDB48uN7r4IMPxpoazbQlAr6rblKMFjazgAfxM7b9HRgNHA18P7xQXQubGA/PKyoqeOutt1i9ejWrV6/mrbfe4uOPP+Z73/seRx99NMOGDeOcc87hqKOOYv+iIv/rJ+LCuC9wBv5ZzgPAavwUh3+LdsAApxFVax+RZJszJ2qSAJ8gluAnuO4ITMAnrRsiyrnsbL6aPp2yk05i3bp1u19r167FOdfggjB48GB69erV8otCE5PjrAeGAD8G/hS5MifHj5ia2/TIAnstRgubSO/iz+Md+KkE68nKovbDD3n/q692J/i6ZF9TU8OwYcMYNmzY7mQ/aNAgOnbs2KJYvgDOw7fmOgjfyufsaIEG2NpHyV8k2RpJEjuAXwGPAVn4RDUn9L6eGEnCOUdlZWW9C0Lda9u2bVEvCn369In6ABqAM87wVTkx8sJ/4B9I9yVK8k9Fk9RGLqQAFwHFoRiPBl7F18GHqzHjho4dWdCz5+4EX5fse/fu3bILZhPnq1FJOl9K/iLpJIAksWXLFt555x3eeeedeheFL774gkGDBjW4KAzYbz/aDxgQM7EuBJ4BBgMbiJL8ISl3svVMnQoLFjRaZBfwOrAcuAr/iyrS9rPOotMTT8QfT5zTiCbjl5KSv0g6SaMkUVVVxd///vcGvxSmfPIJ19bWkhUlJ3wF5AKv4OuxYyb/7Gz43e9wM2awfft2tm3btvv1zTffNPq5OWXu2LiRMVHq+6P5Bf5C9ctoK3/0I3juuWbtp0kteUZSJ8pscomiTl4i6aRuruG9TRIJvDu7j9u0AAAIhklEQVTs0qULI0aMYMSIEfWW75w8mQ4x7oZ/C5yPf0DdqOpqHrv6as6ZOZMOHTqQk5PDvvvuS05OTr1X5LK6zz179my0TN/f/Ab+/Odm/T13Au/HWpnIFjZ1CXzGDP9AubEbajN/gUxS4m8JJX+RVEnzJNHhm2+iLl8NvAy81cz9/OSUUzjruefo0CEJ6eX44+GllxpUTVXgf5X8CN+E9mXg8dCrgWS0sCko8Bf4wkLfG9usfoukuvH8x4/3/SKS+VC8mZT8RVIpnZNEjCapy4EPgT6hz1/j69XXAf8vSvmO3btDMhI/+Kk4Z89usNiAInxVTy3+gfTt+NZTDTjn95Noubn+uUyCpxFNFiV/kVRL1yQxdKiPK+Ku+gJgctjnufiLQdRuXclut96jh+9VHPHwvDsxxs6JZOYvrMk8v927BzJWT0vpga+IeM1sQ38dAbb2gbR6eJ6OmvvAV8M7iIhXd1fdRDv364iR+FNxVw17Hp7n5LRsuyQ8PG/N4kr+ZnagmS01s/WhP2M+Qjezzma2yczuiueYIpJEs2b5qpu9kZ3tt0+FgoI9F4CmOmWZJbVpZWsV753/TGCZc24gsCz0OZYb8B3uRCRdtaa76oICX4WTl+ermyIvWtnZfnleni+nxF9PvA98J+KH0ACYz55OdfWY2feBg4EX8X1FRCRdpXmT1HrS9eF5KxBv8j/YOVc389w/8Qm+HjNrB9yKH3H1lDiPJyKpkM5NUqNpJS1s0kmTyd/MXgYOibLqmvAPzjlnZtFuES4CSp1zm5oaMMnMLsC3LKNPnz6NlhWRJNNddZsWV1NPM3sXGO2c+8zMegLLnXNHRJRZAIzC973YDz+p/d3OucaeD6ipp4jIXkjV2D6LgXPxw1Wfi5+zoB7n3H+GBZUP5DaV+EVEJLnibe1zM3Cqma3H1+ffDGBmuWbWYBY1ERFJD+rhKyLShqiHr4iIxKTkLyKSgZT8RUQykJK/iEgGUvIXEclAadvax8wqgY9SfNhuwOYUH7Ml0jm+dI4NFF880jk2SO/4goitr3Ouya7XaZv8g2Bmq5rTRCoo6RxfOscGii8e6RwbpHd86Rybqn1ERDKQkr+ISAZS8q/vvqADaEI6x5fOsYHii0c6xwbpHV/axqY6fxGRDKQ7fxGRDJRxyb85k86b2clmtjrsVWNmk0Lris3sg7B1w1IdX6jcrrAYFoct729m/2NmG8zsCTPbJ5WxmdkwM3vdzNaaWbmZ/TRsXVLOnZmNNbN3Q3/nBsOFm1mn0LnYEDo3/cLWzQotf9fMTktEPC2M7XIzWxc6V8vMrG/YuqjfcYrjyzezyrA4fh627tzQv4X1ZnZuALHdFhbXe2b2Zdi6pJ47M3vIzCrM7H9jrDcz+2Mo9nIzOyZsXVLPW7M55zLqBcwBZobezwRuaaL8gcAXQE7oczHw46DjA76OsfxJYHLo/T1AQSpjAw4HBobeHwp8BhyQrHMHtAfeBwbgJwp6GxgcUeYi4J7Q+8nAE6H3g0PlOwH9Q/tpn+LYTg77t1VQF1tj33GK48sH7oqy7YHAxtCfXUPvu6YytojylwIPpfDcnQgcA/xvjPXjgSWAAccB/5OK89aSV8bd+eMnnZ8fej8fmNRE+R8DS5xz25Ia1R4tjW83MzPgB8DTe7N9ImJzzr3nnFsfev8PoAJI5lx/xwIbnHMbnXPfAgtDcYYLj/tpYEzoXE0EFjrntjvnPgA2hPaXsticc38J+7e1EjgsgcePO75GnAYsdc594ZzbCiwFxgYY2xTg8QQev1HOuVfxN4WxTAQecd5K4ADzsx0m+7w1WyYm/yYnnY8wmYb/qG4K/ZS7zcw6BRRflpmtMrOVdVVSwEHAl865naHPm4BeAcQGgJkdi79rez9scaLPXS/gk7DP0f7Ou8uEzk0V/lw1Z9tkxxbufPzdYp1o33EiNTe+M0Pf2dNm1ruF2yY7NkJVZf2BV8IWJ/vcNSVW/Mk+b80W7zSOacnin3S+bj89gSHAS2GLZ+ET3z74ZlxXAdcHEF9f59ynZjYAeMXM1uCTWlwSfO4eBc51ztWGFsd97toqM5sK5AInhS1u8B07596PvoekeQ543Dm33cwuxP+C+kGKY2jKZOBp59yusGXpcO7SWptM/s65U2KtM7PPzayn2zPpfEUjuzoLeNY5tyNs33V3vtvN7GFgRhDxOec+Df250cyWA0cDi/A/LzuE7nAPAz5NdWxm1hl4Abgm9JO3bt9xn7soPgV6h32O9neuK7PJzDoAXYAtzdw22bFhZqfgL64nOee21y2P8R0nMoE1GZ9zbkvYxwfwz33qth0dse3yVMYWZjJwcfiCFJy7psSKP9nnrdkysdqnbtJ5iDHpfJgG9YihpFdXvz4JiPq0P5nxmVnXuioTM+sGnACsc/6J0l/wzylibp/k2PYBnsXXdz4dsS4Z564MGGi+ldM++EQQ2bojPO4fA6+EztViYLL51kD9gYHAGwmIqdmxmdnRwL3ABOdcRdjyqN9xAmNrbnw9wz5OAN4JvX8J+I9QnF2B/6D+L+SkxxaKbxD+wenrYctSce6ashj4WajVz3FAVejmJ9nnrfmCeMoc5Atf17sMWA+8DBwYWp4LPBBWrh/+Kt0uYvtXgDX4xPUnYL9UxwccH4rh7dCf54dtPwCfwDYATwGdUhzbVGAHsDrsNSyZ5w7fsuI9/J3dNaFl1+MTKkBW6FxsCJ2bAWHbXhPa7l1gXBL+vTUV28vA52HnanFT33GK4ysE1obi+AswKGzb80LndAMwLdWxhT5fB9wcsV3Szx3+pvCz0L/1TfjnNb8AfhFab8C8UOxrgNxUnbfmvtTDV0QkA2VitY+ISMZT8hcRyUBK/iIiGUjJX0QkAyn5i4hkICV/EZEMpOQvIpKBlPxFRDLQ/wdbS1modGir8AAAAABJRU5ErkJggg==\n", 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meGecUfwaiDp9YxKeqQYv+dezeArZNU+WFwhRhs0C/DewDq/4/ChgILA2UsMkHjYrCSbKDZ4VpgOHAedGe38SnqkGL/lDTIqnBF6UYbMAZ+INk20ODMc7+i+M1jjJh81KgqjmDPNbvMEe/1vTNpLsTDWYyR9iVjwlsDIyat3UgKiX1lq3jkU0ItWr5kz1drxJHY+raRtJdqbaxO8AfJWdDS+/HNPiKYHRpYv32YX9Q/0L+BtwDt4f1wvAe8CDkbYRwGGz4pMoZ6qLgXeAKLcvVpVEZ6rBTv4VMjPh5pv9jqJxGTHCm8YhzF7gv4B/AKnAqXijqE6p0hL27tnD2h49OLUBwxQBop6pzgPWAyeEXu8EvgdWAH+P9IYkOlMNbreP1E+UYbOZQDHevEj/AhYC50V4uzNjdfv25AwZwnnnncfrr79OeXl5g4ctARXlBs9ReIMRFoce1+FN5/5mpG0k2Zmqkr/UXT2GzVpaGh2ffZb169czbNgw7rzzTk455RQefPBBvv02fKYlkXqKcmNmOvCjSo+WeGP9I3b2JtkNnkr+UncxGDbbvHlzrrzySoqLi5kyZQoffvghWVlZjBkzhjVr1jRM3BI81dzgWdmdwHORViThDZ5K/lI/MRo2a2b06tWLF154gU8++YT09HTOOussBg4cyNtvv61aw1J/usHzAEr+Un8xHjZ7/PHHM2HCBDZs2MCgQYO46aabOO2003jsscf4Lsqt+SI10g2eBwheDV9pWA0wbNY5R1FREQ8++CAffvghV111Fddffz1t27aNaegSEKHJ3crLykipLv+ZeQcujewGTxVwl6S0du1aHnnkEaZMmUJOTg5jxozh7LPPVtF5OTglJXw4cCDdt26lSZMmB875k5bmXdwdMMDr6mlkR/xK/pLUduzYwZQpU5g0aRItW7bkxhtv5NJLL6VFhOF8IuG++OILTjvtND7/+99pOWNGUt3gqeQvgVBeXs4bb7zBpEmTWLx4MaNGjWL06NEcffTRfocmCezee+9lw4YNPPbYY36HEnO1Tf664CuNWkpKCgMGDOCNN96gqKiIr7/+mo4dOzJ06NDaFZ6PJMh1XQOgvLycp556imuuucbvUHwVk+RvZueb2SozW2Nmt0ZY39zMXgit/5uZZcVivyKVdejQgUcffZR169bRtWtXhgwZwllnncX06dPZu3dvzRsoLoa8PGjb1pu6YupUeP117+edd8IJJ3jri4sb/HeRhjNv3jxatmxJdiPry4+1eid/M0sFHgH6Ax2By8ysY1izq4FtzrmTgf/Dm/JdpEG0bt2asWPHsnbtWm655Rb+/Oc/c+KJJ3LvvfeyJdrRu+q6BsaTTz7JNddcE/hBArE48u8OrHHOrXPO7cGrizA4rM1gYEro+QzgXAv6Jy8NLjU1ldzcXObNm8frr7/OmjVrOOWUU7j66qtZsmTJDw2j1HWdDnQADgFOAt6HpK/rmuy2bt1KYWEhV1xxhd+h+C4Wyf9Y4PNKrzeFlkVs45zbB2wHjgjfkJmNMrMSMyuJeoQmUgddu3bl6aef5tNPP6Vdu3b079+fnJwc5t1/Py5CXde3gd8Dz+BNUvce0K5ygySt65rspk6dygUXXMDhhx/udyi+S6gLvs65x51z2c657MxGOsxKEltmZia33XYb69evZ9SoUTBhAuUR7hoej1fdqQfeP8mxVD2iSca6rsnMOccTTzzBtdde63coCSEWyf8L4PhKr48LLYvYxsyaABnA1hjsW6ROmjZtymXnnkufsjJSw9Z9D5QAW4CT8f6gbwCqlP5Owrquyay4uJhdu3Zxzjnn+B1KQohF8i8G2pvZiWbWDLgUmBXWZhZeOVeAS4B3XaLeYCDBEaUe61d4RWlm4PXzL8ar9PTHSI2TrK5rMnvyySe5+uqrA3+ht0K9K3k55/aZ2Q149Q9Sgaedc8vN7G6gxDk3C3gKeNbM1gDf4H1BiPgrSl3Ximnp/hOouFXsJrzk///CGydZXddktXPnTmbMmMHy5cv9DiVhxKSMo3OuECgMW3ZHpee7gF/EYl8iMROlrmtrvK6eyseH1R4rJlFd12T14osv0rt3b935XUlCXfAViasodV0BRgIPAaXANrybUy6M0nZfq1YxD01i64knngj8Hb3hlPwluKLUdQW4HeiGV3i+A/AT4LYI7XaZcdfMmVx66aW8+OKL7Nixo8HClbpZtmwZGzdu5Pzzz/c7lISi5C/BVU091qbAo3hF6DcDk/Bqu4Zr0bw5//nxx5x77rk888wzHHvssQwaNIhnnnmGrVs1oC0RPPXUU4wcOdKbuln2U/KX4KplXdeoQnVd23TqxLXXXsucOXP4/PPPufTSS5k9ezbt2rXj3HPP5eGHH2bTpk2xjV1qZffu3Tz33HNcddVVfoeScJT8JdhiXNc1IyODyy+/nBkzZvDll19y4403UlxczOmnn06PHj247777WL16dQwCl9ooKCjg9NNPp127djU3Dhglfwm2Bqzrmp6ezuDBg5kyZQqbN2/mnnvu4bPPPqN379507tyZ8ePH88knn6g4fQOqmMRNqlIxFxH4YXK3srIDJnerIgZ1XcvLy1m4cCEzZ85k5syZmBm5ubnk5eXRo0cPUlJieExWWurdhLZkiTe0NSPDu9A9cmSjrVRVW5999hndu3fn888/D1SFN1XyEjlYJSXeXD2FhV6Sj0NdV+ccS5Ys2f9FsHXrVi666CJyc3Pp06cPTZs2rduGi4u932XOHO915ZvZKn6X/v2936Vbt/r/Igno9ttvZ8eOHTzwwAN+hxJXSv4idbVli3e07ENd19WrV/PKK68wc+ZMVq9ezYUXXkheXh4///nPSavttYk4nsUkqn379pGVlcWcOXPo3Lmz3+HElZK/SCO3adMmCgoKeOWVVygpKeG8884jLy+PCy64gIxoN6hVrk1QWxXXL5LoC2D27Nncc889LFy40O9Q4k41fEUaueOOO44bbriBuXPnsnbtWi644AKmT5/O8ccfT//+/XniiScoLS394Q3FxRET/0qgL95UuicDr4TvKAlrE+hCb8105C/SyOzYsYM5c+Ywc+ZM3njjDU4//XTy8vK4ds4c0t9664Cunn14tVWvA8YA84GBeLOUnlJ5o2aQmwsvvxy/X6SBbN68mQ4dOrBx40ZaBXDqDR35iySpVq1aMWTIEKZPn87mzZu55ZZb+OxvfyPlzTer9PH/A/gn8Fu8KXf7Ar2AZ8M3mkS1CaZMmcLFF18cyMR/MJT8RRqxFi1acMEFF/BA1640r+VwRgcsi7QiCWoTOOfU5VNLSv4iyWDJEixCbYIfA22A+/EK1LyF1/UT8XJwEtQmeO+992jevDlnnnmm36EkPCV/kWQQpTZBU6AAmA38CPgfYAhevYKIGnltgoqjflXrqpmSv0gyqKY2QRe8o/2teOX21gHdo7Td9O9/N9ppqbdt28Zrr73G0KFD/Q6lUVDyF0kG1dQmWALswuvqmQh8CYyI0G5vkya8vnEjRx99ND169OAPf/gDb7/9Nt8dzD0DPpo2bRrnn38+Rx55pN+hNApK/iLJoJraBM/i1SJuA8wF3gaaR2jXtEkTrluwgK+//poJEyaQmprKXXfdRZs2bejduzfjx49n3rx57IpwbcFvzjlV6zpIGucvkizy8qCgoPopHaKpZpz/zp07+eCDDygqKqKoqIgVK1bQvXt3cnJy6Nu3L926dav7HER1EWGyus8PP5yLCgooXr8+thPjNUKa3kEkaIqLoU+fg5vaoUJ6OsyfX6sJ67Zv3877779PUVER7777LmvXrqVnz5707duXnJwczjjjDFJTUw8+hppUM1ndntRUzIymAwcm9WR1taHkLxJEPszt88033zB//nzeffddioqK2LRpE7179yYnJ4ecnBy6dOlS/6NxTVZXa0r+IkHlc6L86quvmDdv3v5uoq1bt3LOOefs7ybq0KHDwQ3F1GR1B0XJXyTIfKhNEM0XX3yx/4vg3XffpaysbP9ZQU5ODieffHL0L4MoXVnrgeuBBXgXry8BHgAOKNF+EF1ZyUTJX0R8rU0Qzfr16/d/ERQVFWFm+78I+vbtS9u2bX9oHOUi9gC80Ut/Bv4FnAdcC9xYuVESTVZ3MJT8RSThOedYs2bN/i+CoqIiDjnkEHJycuj/059y8U03Ybt3V3lfB7y7lQeEXt8MfAs8Ft6wRQvYuDHpS1ZWVtvk36SmBiIiDcXMaN++Pe3bt+dXv/oVzjlWrFhBUVER3+Xns2v3biLVL/sNMB3oA2wD5gD3RN6Bd+Zz880N9StU1UjqJiv5i0jCMDM6depEp06dYOFCWBZx/lF6A48DhwLfA8OBiyI1jOdkddXVTZ45E8aPT6i6ycG+G0JEEleUyerKgfOBPODfwNd4R/+/j7adeExWl5/vXZguKPCSfvhd0GVl3rKCAq9dfn7Dx1QDJX8RSUxRJqv7BtgI3IA30ucIYCRQGGUz7y9bxh//+EdmzpzJypUr2bt3b2zjrDwUtaZrqM79UDbT5y8AJX8RSUxRJqs7EjgRyMcrU/kvYAre7KXhvm/enLTu3dm5cyeTJ09m0KBBtGrVio4dO3LJJZdw++238/zzz7N48WLKKg+Hra0IdZN3A1cDbYFWQFe8axIHSIC6yRrtIyKJqbQU2rat2oUCLMa76PsJP5SnfAg4KrxhhNE+u3bt4tNPP2XFihWsXLly/8+1a9dyzDHH0LFjRzp06LD/Z4cOHTj00EMjxxhhKOq/8YrnjABOwDsjuQxYCmRVfm8DDUXVUE8RafwaaLK6SPbu3cu6desO+EJYsWIFq1at4rDDDqvypdApM5Mjzjgj4pdTuC7AeODi8BUNMBRVyV9EGr84TVZXnfLycjZu3FjlS6HfokWM27Ur4lDUyr7C6wJaDJwavjItDe66K6ZDUTXOX0Qav27dvDl66jq3TwymdkhJSSErK4usrCz69++/f7kbOhSbOrXa9+4FrsAbilol8YOvdZPrdcHXzA43s7fNbHXoZ+sIbbqa2QIzW25mS8zsl/XZp4gEzOjRXiJPT/e6cqpjFrdJ3SzKUNQK5cCVQDPg4eoa+lQ3ub6jfW4F5jrn2uMVCbo1QpvvgGHOuU54w3MfMLPD6rlfEQmS0aO9LpzcXK+fPO3AzpbvmzXzlufmeu3iMZtnNXWTHd6In6+Al4FqS920rnLMHBf17fYZjHeHNXijreYRdq+Fc+7TSs//aWalQCbeCC0RkdrJzvYu3oZNVvf3zz5j6zHHcN7UqfGdPqFLFy+eCBd8RwMrgXeg+msCaWneRHs+qO+R/1HOuS9DzzcTYaRVZWbWHe8saG099ysiQZWZ6V0g/ctf4LXX2HTvvfxPSkr8582JUjd5A94Ec4uBHwEtQ4+IVwecq7b+ckOq8cjfzN7B+x3C3Vb5hXPOmVnUoUNmdjReLenhzrnyKG1GAaMATjjhhJpCExHhrLPOYtiwYZSXl8e3fm+bNt5cPWFDUdvidfvUyMyrqeDTZG81flLOuX7OudMiPF4Fvgol9YrkXhppG2Z2KDAbuM05t7CafT3unMt2zmVnJtDsdyKSuDIzM2nTpg0rVqyI/87Hjaty/aHW0tK89/ukvl+Ts/BGMRH6+Wp4AzNrBrwC/MU5N6Oe+xMRqaJnz558+OGH8d9xxVDU9PSDe18Mh6LWVX2T/5+A88xsNdAv9BozyzazJ0NthuDNwDrCzBaHHl3ruV8Rkf18S/6QsENRa6I7fEWk0Vu2bBm5ubmsXr3avyASpG6y7vAVkcDo2LEjW7ZsobS0lDZt2vgTRJShqIlQNzkSJX8RafRSUlLo0aMHCxYsYPDgwf4GUzEUNcFpPn8RSQq+9vs3Qkr+IpIUevXqpeR/EJT8RSQpdO/enUWLFrFnzx6/Q2kUlPxFJCm0atWK9u3bs2jRIr9DaRSU/EUkaajfv/aU/EUkaSj5156Sv4gkjYrkn6g3ryYSJX8RSRpZWVn7a+5K9ZT8RSRpmJm6fmpJyV9EkkrPnj354IMP/A4j4Sn5i0hS0ZF/7Sj5i0hSOeOMM1i1ahU7d+70O5SEpuQvIkmlefPmdO3alY8++sjvUBKakr+IJB11/dRMyV9Eko6Sf83twC5DAAAHxklEQVSU/EUk6fTs2ZMFCxZQXl7udygJS8lfRJLOUUcdxRFHHME//vEPv0NJWEr+IpKU1PVTPSV/EUlKSv7VU/IXkaSk5F89JX8RSUqdOnXiyy+/5Ouvv/Y7lISk5C8iSSk1NZUzzzyTBQsW+B1KQlLyF5Gkpa6f6JT8RSRpKflHp+QvIknrzDPP5OOPP2bv3r1+h5JwlPxFJGllZGTQrl07Fi9e7HcoCUfJX0SSmrp+IlPyF5GkpuQfmZK/iCQ1Jf/ImvgdgIhIQzrppJNoVVbGv/7wBw7buBG2b4eMDOjSBUaOhMxMv0P0hTnn/I4houzsbFdSUuJ3GCLSmBUXw4QJ7Hn1VVJSU2lSedRPWho4B/37w7hx0K2bf3HGkJl97JzLrqmdun1EJDnl50OfPlBQQLPy8gMTP0BZGezaBQUFXrv8fD+i9I26fUQk+eTnw9ix8N13Nbd1zms3dqz3evToho0tQejIX0SSS3FxxMQ/FDgaOBQ4BXgy/H0VXwAB6W6uV/I3s8PN7G0zWx362bqatoea2SYze7g++xQRqdaECV6XTphxwHrgW2AW8F/Ax+GNysq89wdAfY/8bwXmOufaA3NDr6O5B3ivnvsTEYmutBTmzPG6csJ0ApqHnlvosTa8kXNQWAhbtjRomImgvsl/MDAl9HwKcFGkRmb2U+Ao4K167k9EJLrJk6tdfT2QDpyK1wU0IFIjsxq3kwzqm/yPcs59GXq+GS/BH8DMUoD/AcbWtDEzG2VmJWZWsiUA37wiEmNLlngjeKJ4FNgBvA/k8cOZwAHKymDp0gYJL5HUmPzN7B0zWxbhMbhyO+fdMBDppoHrgULn3Kaa9uWce9w5l+2cy84M6I0XIlIP27fX2CQVOBvYBEQd3LltW+xiSlA1DvV0zvWLts7MvjKzo51zX5rZ0UBphGZnAT8zs+uBlkAzM9vpnKvu+oCIyMHLyKh1031E6POv0Drq2JWkUd9un1nA8NDz4cCr4Q2cc1c4505wzmXhdf38RYlfRBpEly7QokWVxaXAdGAn8D3wJvA8cG6kbaSlQefODRhkYqhv8v8TcJ6ZrQb6hV5jZtlmVmUYrYhIgxoxIuJiw+viOQ5ojXcU+gAwKFJj56JuJ5nU6w5f59xWInx5OudKgGsiLJ8MTK7PPkVEomrTxpurp6DggOGemcD82rzfDAYMCMRkb7rDV0SSy7hxXtdNXaSlee8PACV/EUku3brBxImQnn5w70tP996XXeOEmElBE7uJSPKpmJxt7Fhv3H51U9ebeUf8EycGZlI30JG/iCSr0aNh/nzIzfVGAIV3BaWlectzc712AUr8oCN/EUlm2dnw8sveXD2TJ3t37m7b5o3j79zZG9UTgIu7kSj5i0jyy8yEm2/2O4qEom4fEZEAUvIXEQkgJX8RkQBS8hcRCSAlfxGRAFLyFxEJICV/EZEAUvIXEQkgc9XNeeEjM9sCbPBh10cCX/uw38ZEn1Ht6HOqHX1ONTuYz6itc67G25YTNvn7xcxKnHPBmNavjvQZ1Y4+p9rR51SzhviM1O0jIhJASv4iIgGk5F/V434H0AjoM6odfU61o8+pZjH/jNTnLyISQDryFxEJoEAnfzP7hZktN7NyM4t6Jd3MzjezVWa2xsxujWeMicDMDjezt81sdehn6yjtvjezxaHHrHjH6Zea/j7MrLmZvRBa/zczy4p/lP6qxWc0wsy2VPr7ucaPOP1kZk+bWamZLYuy3sxsUugzXGJmZ9Rnf4FO/sAyIA94L1oDM0sFHgH6Ax2By8ysY3zCSxi3AnOdc+2BuaHXkZQ557qGHoPiF55/avn3cTWwzTl3MvB/wH/HN0p/HcT/0AuV/n6ejGuQiWEycH416/sD7UOPUUB+fXYW6OTvnFvpnFtVQ7PuwBrn3Drn3B5gOjC44aNLKIOBKaHnU4CLfIwl0dTm76Py5zcDONfMLI4x+k3/Q7XgnHsP+KaaJoOBvzjPQuAwMzu6rvsLdPKvpWOBzyu93hRaFiRHOee+DD3fDBwVpV0LMysxs4VmFpQviNr8fexv45zbB2wHjohLdImhtv9DF4e6M2aY2fHxCa1RiWkuSvoavmb2DvCjCKtuc869Gu94ElV1n1PlF845Z2bRhoi1dc59YWbtgHfNbKlzbm2sY5Wk9BrwvHNut5n9Cu9Mqa/PMSW1pE/+zrl+9dzEF0Dlo5DjQsuSSnWfk5l9ZWZHO+e+DJ1mlkbZxhehn+vMbB7wEyDZk39t/j4q2mwysyZABrA1PuElhBo/I+dc5c/jSeC+OMTV2MQ0F6nbp2bFQHszO9HMmgGXAoEZyRIyCxgeej4cqHLGZGatzax56PmRQC9gRdwi9E9t/j4qf36XAO+6YN1gU+NnFNZ3PQhYGcf4GotZwLDQqJ8ewPZK3bEHzzkX2AeQi9dvthv4CngztPwYoLBSuwHAp3hHsbf5HbcPn9MReKN8VgPvAIeHlmcDT4ae9wSWAp+Efl7td9xx/Hyq/H0AdwODQs9bAC8Ba4CPgHZ+x5yAn9EEYHno76cIONXvmH34jJ4HvgT2hvLS1cB1wHWh9YY3ampt6H8suz770x2+IiIBpG4fEZEAUvIXEQkgJX8RkQBS8hcRCSAlfxGRAFLyFxEJICV/EZEAUvIXEQmg/w9uVQcia2aiFQAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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FRQWbN2/mggsuoKioiJNOOkn3EEjcqaunSIoYPHgwM2bMYNWqVSxbtoxDDjmE4uJijjzySP7t3/6N1RpDSJJANX+RJHDO8dZbb1FRUcETTzzBQQcdRFFREUVFRYwYMSJ+B9Kk9YGjZh+RNLFnzx5WrFhBRUUFc+fOZfjw4RQVFXHhhRcycODA1ncQiyatDywlf5E0tGvXLl588UUqKipYuHAh3/ve9ygqKuK8884jt60DzWnS+kBTm79IGur0PQSRk9a3VrGLnLS+LNbwdpLJVPMXSQNffvklCxYsoKKigtdee43JkydTVFTEmWeeSe/evX2hFiatnwi8zr5hfI8A3ossoEnrM4Zq/iIZ5KCDDuKSSy5hyZIlVFdXM2HCBO644w4OP/xwrrjiCl588UX2/OY3vqmnGfcDO8KP96JX1tf7awQSGEr+ImmmX79+lJSU8NJLL/HWW28xatQoZk2fzjdPPdV6U09zIietl0BQ8hdJY433ELwwdSq9Gpt/mjET6AsU4Gc1a0KT1geKkr9IJqiqolsLYwjdDmzAT659JXA28H50IU1aHyhK/iKZoJlJ6xudBBwI9Aam4Wv/i2MV1LDUgaHkL5IJmpm0vjkGxLw6oEnrA0PJXyQTjBnjh6aO4QvgWaAB2A08DrwETIouGAr5UU4lEJT8RTJBcXGzq3YBNwH98Bd87wMWACOjCzrX4n4ksyj5i2SCFiat7wdUAl/hfwW8DpwRVeZbYM3Qoezo6LzHknaU/EUyRScmrbdQiIphw/jud7/L448/Tqre+S/xo+Qvkik6MWl9tzvv5LZnnuGJJ57grrvu4uSTT2bVqlVdE6ekBCV/kUzSyUnrCwoK+Otf/8pll13GWWedxRVXXEFNTU0CApdEU/IXyTSdnLS+e/fuXH755axdu5acnByOOeYY7rrrLr755psEvgnpahrVUySTxWHS+rVr1zJ9+nQ++OAD7r77biZPntylIUvnaDIXEYkb5xyLFi1i+vTpfOc73+Huu+8mLy8v2WFJDBrSWUTixsw466yzePvtt5kwYQLjx4/nF7/4BV9++WWyQ5MOUvIXkTbr3bs3v/jFL1i9ejU1NTWMGjWK8vJy9uzZk+zQpJ2U/EWk3QYOHEh5eTlPPvkkZWVljB8/njfeeCPZYUk7KPmLSIeddNJJvPbaa1x11VUUFhYybdo0tmzZkuywpA2U/EWkU7p168a0adN47733GDBgAKNHj+b2229nZwvzC0jyKfmLSFwceOCB3H777bz22mu88sorHHvssTz99NMaKiJFKfmLSFzl5eXx9NNPc99993HDDTcwefJk1q5dm+ywJIqSv4h0iUmTJrF69WrOPPNMTjnlFK677jq++OKLZIclYUr+ItJlevbsyfTp01mzZg1fffUVo0aN4uGHH+bbb79tfeOaGigthalT4eyz/d/SUn/XsnSa7vAVkYRZtWoV11xzDQ0NDcyePZuCgoKmhSorYdYsWLLEv25o2LcuFPKTzkye7IewHjs2MYGnkYTe4Wtmk8zsPTNbb2Y3xljf28zmhNe/YWbD4nFcEUkvJ554Iq+88grXX389F110ERdffDEbN27cV6CsDCZOhAULfNKPTPwA9fV+2YIFvlxZWSLDzyidTv5m1h34PTAZOBooMrOjo4pdDmx3zh0F3A3c3tnjikh6MjMuvvhi3n33XUaMGMFxxx3Hbbfdxq7Zs2HGDKir87V74F3g74Ac4CjgycadOOfLzZihE0AHxaPmPw5Y75zb4Jz7BngCODeqzLnAo+Hnc4HTzFobbFxEMlmfPn247bbbqKys5MsXX2TXtdf6hB62G584zgI+Bx4EpgLrInfSeAJQE3G7xSP5HwF8EvF6Y3hZzDLOud1ALXBoHI4tImluxIgRlObmkhW1fC2wGZgOdMf/AigAHoveQX29v0Yg7ZJSvX3M7EozW2lmK7fpir5IMNTUwJIldGtD5xMHvN1koYPFi9ULqJ3ikfw3AYMjXg8KL4tZxsx64JvwPovekXPuQedcvnMuv18bJ5oQkTRXXh5z8XeA/sDvgF3Ac8ByoC5WYbNm9yOxxSP5VwJ5ZjbczHoBFwELo8osBKaFn58P/LdL1T6mIpJYVVVNe/UAPYEFwCJgAHAncAG+dtlEfb2frUzarEdnd+Cc221mVwPP4pvmHnHOrTGzW4GVzrmFwB+Bx8xsPf7azUWdPa6IZIja2mZXjcHX9hv9gH21yCa2b49fTAHQ6eQP4JxbDCyOWvariOcNwN/H41gikmFycppdVQWMBPYADwBbgOLmCufmxjmwzJZSF3xFJIDGjIGs6L4+3mPAQHzb/4vA80DvWAVDIT8xvbSZkr+IJFdxcbOrfgdsB3YAS/A3esXkXIv7kaaU/EUkufr392P1dPS+TzOYMgXUQ7BdlPxFJPlmzvRNNx0RCvntpV2U/EUk+caOhTvugOzsdm3msrP9dvmtDmIpUZT8RSQ1lJTsOwG00gTkzGjo1o1Fp57qt5N2U/IXkdRRUgLLl0Nhoe8BFN0UFApBVhZWWMiORYv42apVvPLKK8mJNc3FpZ+/iEjc5OfDvHl+rJ7ycn/n7vbtvh//6NG+V0+/fvQFHnroIaZOncqbb75Jrvr5t4tm8hKRtHbNNdewdetW5syZg0aKT/BMXiIiyVJaWsp7773HI488kuxQ0oqSv4iktaysLCoqKrjxxhtZu3ZtssNJG0r+IpL2jj76aG677TaKiorYuXNnssNJC0r+IpIRrrzySkaMGMGNN96Y7FDSgpK/iGQEM+Ohhx5i3rx5LFmyJNnhpDwlfxHJGIcccgiPPfYYl112GVu3bk12OClNyV9EMsoPf/hDfvaznzFt2jT27NmT7HBSlpK/iGScX/3qV+zYsYO777472aGkLN3hKyIZp0ePHjz++OOMGzeOiRMncuKJJyY7pJSjmr+IZKRhw4Zx3333cfHFF7Njx45kh5NylPxFJGNdeOGFFBQUcM011yQ7lJSj5C8iGW327NmsWLGCOXPmJDuUlKI2fxHJaH369KGiooJJkyYxbtw4hg8fDjU1fsTQqiqorYWcHD+R/KWXBmY6SI3qKSKBcOedd/LOo4/y0IgRdHv2Wb+woWFfgVDITwQ/ebKfFnLs2OQE2kka1VNEJML0UIjfr1kDTz3lk35k4geor/fLFiyAiROhrCwpcSaKmn1EJPOVldHthhvIastNX85BXR3MmOFfZ+g0kar5i0hmq6z0ibyursmqJ4DvAgcARwIvR65sPAFkaPOzkr+IZLZZs3yTTpTngX8F/g/wFfASMCK6UH293z4DKfmLSOaqqYElS3xTTpSbgV8B38cnwiPCj/04B4sX+/mEM4ySv4hkrvLymIu/BVYC24CjgEHA1UDT3weAWbP7SWdK/iKSuaqqmvbqAT4FdgFz8e38bwFvArfF2kd9Paxe3YVBJoeSv4hkrtramItD4b//DAwE+gLXAYub28/27fGOLOmU/EUkc+XkxFyci2/qsYhlFrNk4wa58YspRSj5i0jmGjMGsrJirroUuA+oAbYDdwNnxSoYCsHo0V0VYdIo+YtI5ioubnbVvwNjgZH4vv4nAL+MVdC5FveTrpT8RSRz9e/vx+qxpo06PYEHgC+ArcBsoMlvBDOYMiUjB3tT8heRzDZzpm+66YhQyG+fgZT8RSSzjR0Ld9wB2dnt2y4722+X3+oAmWlJA7uJSOZrHJxtxgzfb7+loezNfI3/jjsydlA36GTN38wOMbPnzaw6/Ddmfygz+9bM3go/FnbmmCIiHVJSAsuXQ2Gh7wEU3RQUCvnlhYW+XAYnfujkZC5mVgp87pz7rZndCOQ65/41Rrkdzrk+7dm3JnMRkS6zbRs7//AH5t1yC0WTJ2O5ub47Z3Fx2l/cbetkLp1N/u8BE51zW8xsILDMOfedGOWU/EUkpVRXVzNp0iTef//9ZIcSV4mayesw59yW8POtwGHNlMsys5Vm9rqZ/aSTxxQR6bTNmzczcODAZIeRNK1e8DWzF4ABMVbtdz+Ec86ZWXM/I4Y65zaZ2Qjgv81stXOuyenWzK4ErgQYMmRIq8GLiHTUli1blPxb4pw7vbl1ZvapmQ2MaPapaWYfm8J/N5jZMvzNdE2Sv3PuQeBB8M0+bXoHIiIdsGXLFg4//PBkh5E0nW32WQhMCz+fBjwVXcDMcs2sd/h5X6AAeKeTxxUR6ZSg1/w7m/x/C5xhZtXA6eHXmFm+mT0cLvNdYKWZ/Q1YCvzWOafkLyJJFfTk36mbvJxznwGnxVi+Ergi/PxVIPOGxBORtBb05K/hHUQkkJT8RUQCKOhdPZX8RSRw6uvrqaur49BDD012KEmj5C8igbN161YGDBiAxRjnPyiU/EUkcILe3g9K/iISQEr+Sv4iEkBK/prMRUSCoqYGysuhqorT33iDCdnZUFoKl16a9sM4d4SSv4hktspKmDULlizxrxsaGNW4rroabr7ZT/I+c6af8jEglPxFZL9aMbW1kJMDY8akf624rKzlqRvr6/3fBQvg2WczfurGSEr+IkEWo1a81/z56V0rbkz8dXWtl3XOl5sxw78OwAlAF3xFgqqsDCZO9LXehob9Ez/4WnFDg18/caIvny4qK2Mm/g+BKUAufpKSq4HdkQUaTwABmEVQyV8kiCJrxa1N5RpZK06XE8CsWfuadCJcBfQHtgBvAcuBB6IL1df77TOckr9I0MSoFe8ELgeGAgcCxwNLordLl1pxTY1vxopxUvsAuADIwtf8JwFrogs5B4sXw7ZtXR1pUin5iwRNjFrxbmAwviZcC9yGT5IfRm+bDrXi8vJmV10LPAHUAZvwJ7hJsQqatbifTKALviJB0kyt+ADglojXZwHDgVXAsMiCkbXiJPYCcs7xzTffUF9f3+Qx+IUXOCz6+kXYBPw8sQcB3+KnH/xJrIL19bB6dVeFnxKU/EWCpI212U+BdcAxsVY21opvuGHvIuccO3fu3JuA6+rqYibmWI+OlG1oaKB79+6EQqEmj9kffMBhMcLeg6/lXwm8CuwALgP+FSiN9T63b2/TZ5WulPxFgqSqqmmvnii7gH/A14pHxSpQX8+Tt97KP997796k3NDQQK9evWIm4+hHdnb2fq9zcnIYMGBAu7YJhUJ079499huYOhUef7zJ4s+Bj/E9fHqHH5cCN9FM8s/NbfFzSndK/iJBUlvb4uo9wD8CvYD7Wyh3xtixvPboo3uTclZWFt26pcglxDFjYN68Jie5vvimrDJgBr7m/ygwJtY+QiEYndmzz6bItyUiCZGT0+wqh+/x8ykwD+jZwm76DBrE4MGDOfTQQ8nOzk6dxA9QXNzsqvnAM0A/4Cj8e7w7VkHnWtxPJkihb0xEutyYMZCVFXNVCfAu8DQQamkfqV4r7t/f35UcY6KW44FlwHbgf4C/QNPrA2YwZUp6D2vRBkr+IkHSTG32I+AP+BufBgB9wo+mLeekR6145kx/kuqIUMhvn+GU/EWCpJla8VB8s08Dvi288fEP0dunS6147Fg/SFt2drs2qzNj6Y9/DPn5XRRY6lDyFwmaoNSKS0r2nQBam6vXDLKzqbv1Vi6rrGT27NmJiTGJlPxFgqaDtWKys/126VQrLimB5cuhsNBf64g+6YVCfnlhISxfTt+bbmLZsmXcc8893HvvvcmJOUHU1VMkiBqHLG5prPtGZj5JputY9/n5vuvntm3+5rTVq/0NXLm5/sJ1cfF+zVhDhw5l6dKlnHrqqQD8y7/8S3Li7mJK/iJBVVLifwXMmuWHbDDbf8yfUMifFKZM8U096VTjj6Vfv/3uSm5J5AnAOce1117bxcElnpK/SJC1s1YcJEOHDmXZsmV7TwDTp09PdkhxpeQvIu2qFQfJkCFD9msCyqQTgJK/iEgLIk8Azjmuu+66ZIcUF0r+IiKtGDJkyH5NQNdff32yQ+o0JX8RkTYYPHgwS5cuZeLEiQBpfwJQ8hcRaaPBgwfv9wtgxowZyQ6pw5T8RUTaofEEMHHiRJxz3BB9obymxvecqqryQ2jn5PgB9S69NKV6Tin5i4i006BBg/aeAAB/Aqis9PdMLFniC0XOJzB/Ptx8sx9XaeZMf39Fkplr6c6+JMrPz3crV65MdhhQV4YpAAAIB0lEQVQiIs3auHEjp556KvcfeyxnPvdcStwtbWarnHOt3pGnsX1ERDpo0KBB/PWyy5jw1FNQV9dy4ge/vq7OD6tRVpaYIJuh5C8i0lGVleTedhuhqKQ/FRgIHASMBB6O3q7xBJDE1o1OJX8z+3szW2Nme8ys2Z8ZZjbJzN4zs/VmdmNnjikikjJmzdp/PKSwmcCHwJfAQvwk8auiC9XX++2TpLM1/7eBnwIvNVfAzLoDvwcmA0cDRWZ2dCePKyKSXDU1/uJujKaeY4De4ecWfrwfXcg5P6Detm1dGmZzOpX8nXPvOufea6XYOGC9c26Dc+4b4Ang3M4cV0Qk6crLW1x9FZANjMI3AU2JVcis1f10lUS0+R8BfBLxemN4mYhI+qqq2r87Z5QHgK+Al/HNI71jFaqv9yOpJkGryd/MXjCzt2M84l57N7MrzWylma3clqSfQiIibVJb22qR7sDJ+Bpvs317tm+PX0zt0OpNXs650zt5jE3A4IjXg8LLYh3rQeBB8P38O3lcEZGuk5PT5qK7idHm3yg3Nx7RtFsimn0qgTwzG25mvYCL8BfARUTS15gxfv7fKDX4C5s7gG+BZ4EK4LRY+wiF/KQ5SdDZrp6FZrYRGA8sMrNnw8sPN7PFAM653cDV+M/gXeAvzrk1nQtbRCTJiotjLjZ8E88gIBeYAdwDnBOrsHPN7qerdWpsH+fck8CTMZZvJuLitnNuMbC4M8cSEUkp/fv7sXoWLNivu2c/YHlbtjfz8yMnabA33eErItJRM2f6ppuOCIX89kmi5C8i0lFjx/pB2rKz27dddrbfLr/V8de6jIZ0FhHpjMbROWfMSIlRPdtKNX8Rkc4qKYHly6Gw0PcAim4KCoX88sJCXy7JiR9U8xcRiY/8fJg3z4/VU17u79zdvt334x892vfq0UxeIiIZql8/iJ7aMQWp2UdEJICU/EVEAkjJX0QkgJT8RUQCSMlfRCSAlPxFRAJIyV9EJICU/EVEAshcS+NQJJGZbQM+SuAh+wL/k8DjtVeqxwepH6Pi67xUjzHV44Ouj3Goc67VW4lTNvknmpmtdM4lb4i9VqR6fJD6MSq+zkv1GFM9PkidGNXsIyISQEr+IiIBpOS/z4PJDqAVqR4fpH6Miq/zUj3GVI8PUiRGtfmLiASQav4iIgEU2ORvZoeY2fNmVh3+m9tMuVIzW2Nm75rZbDOzFItviJk9F47vHTMbloj42hNjuOxBZrbRzO5PpfjM7Hgzey38HVeZ2YUJiGuSmb1nZuvN7MYY63ub2Zzw+jcS+Z22I8brwv/eqszsRTMbmkrxRZQ7z8ycmSW0d01b4jOzC8Kf4Roz+3Mi4wPAORfIB1AK3Bh+fiNwe4wyPwBWAN3Dj9eAiakSX3jdMuCM8PM+QHYqfYYRZe8F/gzcn0rxASOBvPDzw4EtwMFdGFN34H1gBNAL+BtwdFSZq4D/HX5+ETAnUZ9ZO2I8tfHfGlCSyBjbEl+43IHAS8DrQH4qxQfkAW8CueHX/RP5HTvnglvzB84FHg0/fxT4SYwyDsjCf4G9gZ7ApwmJrg3xmdnRQA/n3PMAzrkdzrm6BMUHbfsMMbMTgcOA5xIUV6NW43POrXPOVYefbwZqgK6ca28csN45t8E59w3wRDjOSJFxzwVOS9QvzrbG6JxbGvFv7XVgUCrFF/YfwO1AQwJjg7bF9zPg98657QDOuZoExxjo5H+Yc25L+PlWfHLaj3PuNWApvja4BXjWOfduqsSHr7V+YWbzzexNM/udmXVPUHzQhhjNrBtwJzAjgXE1astnuJeZjcOf6N/vwpiOAD6JeL0xvCxmGefcbqAWOLQLY4rWlhgjXQ4s6dKI9tdqfGb2PWCwc25RAuNq1JbPbyQw0sxWmNnrZjYpYdGFZfQcvmb2AjAgxqpfRr5wzjkza9LtycyOAr7LvlrN82Z2inPu5VSID//9nQKcAHwMzAGKgT/GI744xXgVsNg5t7ErKq9xiK9xPwOBx4Bpzrk98Y0yc5nZVCAf+GGyY2kUrnDchf+/kKp64Jt+JuLzy0tmNto590UiA8hYzrnTm1tnZp+a2UDn3Jbwf/xYP7sKgdedczvC2ywBxgNxSf5xiG8j8JZzbkN4mwXA94lj8o9DjOOBU8zsKvw1iV5mtsM51+xFugTHh5kdBCwCfumcez0ecbVgEzA44vWg8LJYZTaaWQ8gB/isi+OKdfxGsWLEzE7Hn2R/6JzbmaDYoPX4DgSOBZaFKxwDgIVmdo5zbmUKxAf+/+4bzrldwAdmtg5/MqhMQHxAsJt9FgLTws+nAU/FKPMx8EMz62FmPfG1m0Q1+7QlvkrgYDNrbKP+O+CdBMTWqNUYnXP/4Jwb4pwbhm/6+VO8En884jOzXsCT4bjmJiCmSiDPzIaHj31ROM5IkXGfD/y3C18VTJBWYzSzE4A/AOckob26xficc7XOub7OuWHhf3evh+NMROJvNb6wBfhaP2bWF98MtCFB8XmJvsKcKg98G+qLQDXwAnBIeHk+8LDbd9X+D/iE/w5wVyrFF359BlAFrAbKgV6pFmNE+WIS29unLd/xVGAX8FbE4/gujmsKsA5/beGX4WW34hMU+E4G/w9YD/wVGJGoz6wdMb6A7/zQ+JktTKX4osouI4G9fdr4+Rm+aeqd8P/dixL9HesOXxGRAApys4+ISGAp+YuIBJCSv4hIACn5i4gEkJK/iEgAKfmLiASQkr+ISAAp+YuIBND/B3YZwzZiEXPoAAAAAElFTkSuQmCC\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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ppI4X/mluhhtugBkz4HOfC19vuCHMCCvSg+npH+l1ysrK+MEPfsCRRx7JJz/5Se666y4mTpy4t0JDA8yfD8uWhe1t2/buu+8+uOKKsH51XV1YlU6kh1GLQXqtv//7v+c///M/+cIXvsAvf/nLUFhfDxMnwuLFISHEJwWAlpZQtnhxqFdfn++wRXJOLQbp1U4//XRWrVrF2WefTdVddzH1scewrVvTH+gOW7fC3LlhO1plTqQnUItBer1jjjmGp2++mbMefjhpUrgTOAYYAHwEeCx+Zyw5aO4u6UGUGESAQfX19E/yfMPDwHeBXwLvA48ChyVWamkJfRIiPYQSg0hzMyxbhiVJDFcAlwMnEv6zDCfJ2rPusHSpRitJj6HEILJwYdLiXUAjsAk4nLC84NeBlmSVzVKeR6TUZCUxmNlZZvaCma0zs3lJ9s8xs+fMrMnMVpjZ6Lh9u8zsmei1JPFYkZxramo/+gh4C9gB3EvoV3gG+F/gmmTnaGkBLS0qPUTGicHMyoCbgMnAWOBCMxubUO1/gRp3ryb8P7shbl+Lux8fvc5BJN+2bElaXBF9/QYwDDgImAMsTXWezZuzHZlIQWSjxXACsM7dX3H37YRBHFPjK7j77909NtzjKUKrXKQ4DByYtLiK8IdqcWWWtGbsgKrsxSRSQNlIDMOBDXHbG0nSPxfnK8CyuO1yM2s0s6fM7NwsxCPSNdXVUF6edNdM4EdAM7AZuBE4O1nFigoYNy5XEYrkVV47n81sBlAD/CCueHS0BulFwA/N7CMpjp0VJZDGTRr9IdlUW5ty178CE4AjCc8yjAe+l6yie4fnESkl2UgMrwEj47ZHRGVtmNkkwv+pc9y9NVbu7q9FX18BVhL+77Xj7re4e4271wwePDgLYYtEhgwJcx9Z+xtFfYGfAO8CbwL/D2jXtjCDKVNAf5fSQ2QjMTQAR5jZoWbWD5gOtBldZGbjgZ8SkkJzXHmVmfWP3h8EfAJ4LgsxiXRNXV24HdQdFRXheJEeIuPE4O47CcO7HwKeB+5297VmdpWZxUYZ/QDYF7gnYVjqMUCjma0Gfg9c5+5KDJJ/EybAggVQWdmlw3b17x+Oq6nJUWAi+ZeVSfTcfSkJo/jc/fK495NSHPckoB47KQ6xifDmzg3PJXS0BKgZu/r1Y17fvnx+/HhOzE+EInmhJ59F4s2eDatWwbRpYaRS4u2liopQPm0aZY8/zqfvuoupU6fyzDPPFCZekRzQtNsiiWpqYNGiMPfRwoXhiebNm8NzCuPGhdFHUUfzFOAnP/kJkydPZsWKFYwdm/hsp0jpUWIQSWXwYLjssrTVPv/5z9PS0sIZZ5zBypUrOfzww/MQnEjuKDGIZMGMGTPYunUrkyZNYtWqVYwePTr9QSJFSolBJEtmzZq1Jzk8+uijDBs2rNAhiXSLEoNIFn3rW9/akxxWrlyJHsaUUqTEIJJl//zP/8yHH37ImWeeySOPPMKgQYMKHZJIl2i4qkgOXHPNNZx66qlMnjyZ999/v9DhiHSJEoNIDpgZN954I+PGjeOcc85h69at6Q8SKRJKDCI5YmbU19czfPhwzjvvPFpbW9MfJFIElBhEcqisrIyFCxcyYMAApk+fzo4dOwodkkhaSgwiOdanTx9+85vfsH37di6++GJ27dpV6JBEOqTEIJIH/fr149577+Wtt97iH/7hH9i9e3ehQxJJSYlBJE8qKiq4//77ef755/nWt76FdzR7q0gBKTGI5NG+++7L0qVLeeKJJ6irq1NykKKUlcRgZmeZ2Qtmts7M5iXZ39/M7or2/9HMxsTtq4vKXzCzM7MRj0gxGzhwIA899BAPPPAA11xzTaHDEWkn4yefzawMuAn4DLARaDCzJQkrsX0F2Ozuh5vZdOB64ItmNpawFOhHgUOA5WZ2pLurd056tIMOOojly5dz6qmnMmDAAObMmVPokET2yEaL4QRgnbu/4u7bgTuBqQl1pgK3Re/vBU43M4vK73T3Vnf/P2BddD6RHm/o0KGsWLGCH/3oR9x8882FDkdkj2zMlTQc2BC3vRH4eKo67r7TzLYAB0blTyUcOzwLMYmUhJEjR7JixQo+9alPUVlZyZe+9KVChyS51NwcFn9qaoItW2DgQKiuhpkz9yz+VAxKZhI9M5sFzAIYNWpUgaMRyZ7DDjuMhx9+mNNOO42KigouuOCCvTtL5EIiaTQ0wPz5sGxZ2N62be++++6DK66AyZOhrg4mTChMjHGykRheA0bGbY+IypLV2WhmfYCBwNudPBYAd78FuAWgpqZGQzmkRzn66KNZtmwZZ5xxBuXl5Xxu6NCSupBIB+rrYe5caGmBZKPQWlrC18WL4aGHYMGCsPZ4AWWjj6EBOMLMDjWzfoTO5CUJdZYAF0fvzwce8TBObwkwPRq1dChwBPCnLMQkUnKOO+44/uu//otHL7qIXaecEi4U27a1TQoQLiTbtoX9EyeGC48Up1hS2Lo1eVKI5x7qzZ1b8N9pxonB3XcCXwceAp4H7nb3tWZ2lZmdE1X7OXCgma0D5gDzomPXAncDzwEPAl/TiCTpzU54+mmu27GDstbWPReSV4EpQBUwlPCfbScU1YVEkmho2JsUErwElAMzkh0X+502NuY4wNSsFB+wqamp8cYC/tB6HN3HLg4NDaEFkHAhmQIMAW4G3iWMC/974JvxlSorYdUqqKnJT6yS3nnnhVZdkmvsGUALMBr4VbJjzWDaNFi0KKshmdnT7p72j6RkOp8lB0qsQ6zHmz9/7/3mOP9HaCWUE1oMZwFrEyu1tITjs3whkW5qbg7/r5IkhTuBQcDJhPH5SbnD0qWwaVNBPpxpSozeqr4+fDrVfezi0MGF5FuEi8lWwsiMZYTk0Eb8hUQKb+HCpMXvAZcD/96Zc5ilPE+uqcXQG8V3iKUTfx8bCj5aosfq4AJwKmE43v7ALsIojnOTVYxdSC67rN0ud+/wlY06+fo+xRRLqv0fe+ABRid+2AL+lTANxIiUv+04LS2wZk1namadEkNvk6JDbAawAviQcLviO8BX4yvEksOECbqP3QnuztatW/nwww/54IMP9rxSbX/u7rv5WJILyW5C62AW8CTwAfBl4LvADYmVW1q44zvfoXbevDYXrnhmlvKVbn9n6mTjHKUWS7L9I196idEJP/tngOXA/6b/89lr8+au1M4aJYbeJsV97DrC0LH+wJ+BicB44GPxlXrgfWx3p7W1Ne2Fu6vbH374IeXl5ey7777su+++DBgwYM/7ZNsDU8T3DvAXQh9D/+g1E/gXkiQG4G8/+1kuXLw46cVL8mjGDPj1r9sUrSSMMIs9nvsBoQX4HPA/qc5TVZWT8NJRYuhNOriP/dG49xa9XiYhMRS4Q2zHjh1ZuWgnlvXp0yfthTu2fcABBzBq1Ki09SsrKykrK+v8P27dOnj++XbFBwGHAvXAXMLF5DagOsVp9jngAPbpo//WBVddHT5AxbUCZxEe8opZQEgUKXvvKipg3LhcRdgh/QX1Jmk6si4BFhKG0Y0nDJNsp4P72DG7du1KeRHOZNvdO/0JfL/99mPYsGFp6w8YMIC+fft28weaRUkuJDH3ETqgrwfKgNOAG5Odo4AXEklQWxtG9cWpjF4x+xJGmqX8iOUezlMAeo6hN0nSvE20C/gDodn7XSDZJfOxMWP4t+OOS3kR3759e6cu3l3ZHjBgAP369eu5t0Wam2H06KSJodPKy+Evf9GzJ8Wig+cY0tJzDJI3W7akrVIGfJLw0E09CQ9RRQ6tqmLmzJkpL+Tl5eU99wKeK0OGhGdGMrmQTJmipFBM6urC3EedGf2XqKIiHF8gSgy9ycBUXZzt7ST0MSQz4thjGTE1cckNyVgJX0gkiQkTwoR4nR0aHlNZGY4r4Og/PeDWm1RXh9sNCZoJD1DFRkk8BPwGOD3ZOXQfO3diF5LKyvR14xXBhURSmD177+80XSvabO/vsgfMriqlIkVHlhFuG40gTNQ2F/ghcE6yygXsEOsVSvRCIh2YPTvMYzVtWvhgVlHRdn9FRSifNi3UK4LfpTqfe5si7BCTJBobwzMjS5eGn3v8sycVFeH3N2VKuH2klkLp2LQpjOpbsyY8vFZVFVrgtbV56R/qbOezEkNvk2IGz07RDJ75F3ch2bFpE/cuX86F116btwuJ9CxKDJJaV+ZKitEti4Jzd/bff382btzIwC4MJBCJ6WxiyKiPwcwOMLOHzeyl6Gu757fN7Hgz+4OZrTWzJjP7Yty+hWb2f2b2TPQ6PpN4pJN0H7skmRkjR45k48aNhQ5FerhMO5/nASvc/QjCHGzzktTZCnzJ3T9KmA/sh2Y2KG7/Ze5+fPR6JsN4pLNKsENMYMSIEWzYsKHQYUgPl+lzDFMJ861BmMJlJeGB2T3c/cW496+bWTPhKfB3M/zekqmamtCRXOAOMek8tRgkHzJNDAe7+xvR+zeBgzuqbGYnAP1o++zU983scqIWh7u3ZhiTdNXgwR3OfSTFQy0GyYe0t5LMbLmZPZvk1ebRVw+92Cl7ss1sGHAHMNPdd0fFdcDRwATgABJaGwnHzzKzRjNr3KRVqqSXGjFihFoMknNpE4O7T3L3Y5O87gfeii74sQt/c7JzmNn+wH8D33P3p+LO/YYHrcAvgRM6iOMWd69x95rBur0hvZRuJUk+ZNr5vISw0iDR1/sTK5hZP+C3wO3ufm/CvlhSMcJqhc9mGI9Ij6ZbSZIPmSaG64DPmNlLwKRoGzOrMbNbozpfICxbW5tkWOqvzWwNsIawJsk1GcYj0qOpxSD5oAfcREqIHnKTTOTlATcRyS895Cb5oMQgUmLUzyC5psQgUmLUYpBcU2IQKTFqMUiuKTGIlBg95Ca5pjWfRUpJczOnPPUUhy1bBp/7XFjHu7oaZs7UvFaSNRquKlIKGhrCim7LlrHbnX1a46YUi63oNnlyWNFtwoTCxSlFTcNVRXqK+vqw6t7ixbBtW9ukAGHZz23bwv6JE0N9kQzoVpJIMevKanvuod7cuWFba2hIN6nFIFKsGhqSJoXngdOAgcDhhInI2oglB91ulW5SYhApVvPnh9tEcXYSVsc6G3gHuAWYAbyYeGxLSzhepBuUGESKUXMzLFsWbg/F+TPwOvBtoIzQcvgEYaGTNtxh6dKwOp9IFykxiBSjhQs7XdVJMV+9WZfOIxKjxCBSjJqawkijBEcBQ4AfADuA3wGrgKRd0y0tYR1vkS5SYhApRlu2JC3uCywmLIc4FPg3woInI1KdZ/PmHAQnPZ2Gq4oUow7WWqgmtBJiTmbvMortVFVlLybpNTJqMZjZAWb2sJm9FH1N+ldoZrviVm9bEld+qJn90czWmdld0TKgIlJdDeXlSXc1AdsIt48WAG8AtckqVlTAuHE5ClB6skxvJc0DVrj7EcCKaDuZFnc/PnqdE1d+PXCjux8ObAa+kmE8Ij1DbW3KXXcAwwh9DSuAh4H+ySq6d3gekVQyTQxTgdui97cB53b2QDMzwmi7e7tzvEiPNmRImPvIrN2uHxA+RX0ALCM85NaOGUyZoon1pFsyTQwHu/sb0fs3gYNT1Cs3s0Yze8rMYhf/A4F33X1ntL0RGJ7qG5nZrOgcjZs0Nlt6g7q6cDuoOyoqwvEi3ZA2MZjZcjN7Nslranw9D9O0ppqqdXQ0o99FwA/N7CNdDdTdb3H3GnevGaxPQdIbTJgACxZAZWXXjqusDMfVpJ1EUySptKOS3H1Sqn1m9paZDXP3N8xsGNCc4hyvRV9fMbOVwHhgETDIzPpErYYRwGvd+DeI9FyxifDmzg3PJXQ0Tb5ZaCksWKAJ9CQjmd5KWsLekXIXA/cnVjCzKjPrH70/iPAE/3NRC+P3wPkdHS/S682eDatWwbRp7Ozbl9aysrb7KyrCCKZp00I9JQXJUEYL9ZjZgcDdwChgPfAFd3/HzGqAf3T3r5rZycBPgd2ERPRDd/95dPxhwJ3AAcD/AjPcvTXJt2pDC/VIb/WN6dO5aMcOThowIDy8VlUVhqTW1qqjWdLq7EI9WsFNpIQcdthhPPDAA4wdO7bQoUgJ0gpuIj3Mxo0bee+99zjmmGMKHYr0cEoMIiXiscce45RTTsGSPNsgkk1KDCIlIpbiARfTAAAL+UlEQVQYRHJNiUGkRDz22GOceuqphQ5DegElBpES8Pbbb7N+/XqOP/74QocivYASg0gJeOKJJzjxxBPp00cz5UvuKTGIlIBHH31Ut5Ekb5QYREqAOp4ln5QYRIrcBx98wLPPPssJJ5xQ6FCkl1BiEClyTz31FOPHj6eiu1Nwi3SRerJEik1zMyxcCE1NsGULg9ev53sHHgibNmk+JMkLJQaRYtHQAPPnw7JlYXvbNgCOAz7arx+MGhVWdaurC2s1iOSIbiWJFIP6epg4ERYvDgkhSgoxfbZvD2WLF4d69fUFCVN6B7UYRAqtvj4sxLN1a/q67qHe3LlhW2svSA6oxSBSSA0NSZPCRKAc2Dd6HZV4XCw5aPp5yYGMEoOZHWBmD5vZS9HXqiR1Pm1mz8S9tpnZudG+hWb2f3H79Ly/9C7z54clO5P4MfBB9HohWYWWlnC8SJZl2mKYB6xw9yOAFdF2G+7+e3c/3t2PB04DtgK/i6tyWWy/uz+TYTwipaO5OXQ0d3exLHdYujSMVhLJokwTw1Tgtuj9bcC5aeqfDyxz907cTBXp4RYu7HB3HRBbJH1lqkpmac8j0lWZJoaD3f2N6P2bwMFp6k8HfpNQ9n0zazKzG82sf4bxiJSOpqZ2o49irgdeAV4DZgGfA15OVrGlBdasyVWE0kulTQxmttzMnk3ymhpfz8Pi0SnbxGY2DBgHPBRXXAccDUwADgC+28Hxs8ys0cwaN6npLD3Bli0pd30c2A/oD1xMaDUsTVV58+ZsRya9XNrhqu4+KdU+M3vLzIa5+xvRhb+5g1N9Afitu++IO3estdFqZr8E5nYQxy3ALQA1NTXdvCkrUkQGDux0VaODT11V7cZ8iGQk01tJSwgfaIi+3t9B3QtJuI0UJRMsLGJ7LvBshvGIlI7qaigvb1f8LqFZvQ3YCfwaeBQ4K9k5Kipg3LgcBim9UaaJ4TrgM2b2EjAp2sbMaszs1lglMxsDjARWJRz/azNbA6wh9LNdk2E8IqWjtjZp8Q7gX4DBhP8UPwIWA0cmq+ye8jwi3ZXRk8/u/jZwepLyRuCrcduvAsOT1Dstk+8vUtKGDAlzHy1e3GbI6mCgoTPHm8GUKZpYT7JOTz6LFFJdXbgd1B0VFeF4kSxTYhAppAkTYMECqKzs2nGVleG4mprcxCW9mibREym02bPZtXs327/xDfoD+3T0JLRZaCksWKAJ9CRn1GIQKQK39unDt//mb7Bzzw0jlRJvL1VUhPJp02DVKiUFySm1GEQK7L333uPKK69k6dKl2PjxYe6jhQvDE82bN4fnFMaNC6OP1NEseaDEIFJg8+fPZ/LkyYwfPz4UDB4Ml11W2KCkV1NiECmgV199lZ/97Gc0NTUVOhSRPdTHIFJAdXV1fPOb3+SQQw4pdCgie6jFIFIgf/jDH3j88ce59dZb01cWySO1GEQKwN2ZM2cO3//+9xkwYEChwxFpQy0GkVxpbg6ji5qawhTbAweGifNmzuTuRx5h+/btzJgxo9BRirSjxCCSbQ0NYS3mZcvCdvxiPPfdh19+OQP32Yef3Xgj++yjRrsUHyUGkWyqr4e5c8PKasmeYG5pwYAzgH3mzIHdu/WwmhQdJQaRbIklha3plzTfB0K9udHaVEoOUkTUjhXJhoaGpEnhHWAaMAAYDfxn4nGx5NDYmJcwRTojo8RgZheY2Voz221mKad5NLOzzOwFM1tnZvPiyg81sz9G5XeZWb9M4hEpmPnzw+2jBF8D+gFvEVZimw2sTazU0hKOFykSmbYYngXOI6w8mJSZlQE3AZOBscCFZjY22n09cKO7Hw5sBr6SYTwi+dfcHDqaE/oUPgQWAVcD+wKfBM4B7kg83h2WLg1zJIkUgYwSg7s/7+4vpKl2ArDO3V9x9+3AncDUaJ3n04B7o3q3EdZ9FiktCxcmLX6R0IkXvyTncSRpMUCYTjvFeUTyLR99DMOBDXHbG6OyA4F33X1nQrlIaWlqajskNfIBsH9C2UDg/WTnaGkJs6mKFIG0o5LMbDkwNMmu77n7/dkPKWUcs4BZAKNGjcrXtxVJb8uWpMX7Au8llL0H7JfqPJs3Zy8mkQykTQzuPinD7/EaMDJue0RU9jYwyMz6RK2GWHmqOG4BbgGoqanpYIkrkTwbODBp8ZHATuAl4IiobDXw0VTnqarKdmQi3ZKPW0kNwBHRCKR+wHRgibs78Hvg/KjexUDeWiAiWVNdHVZXSzCAMDLjckJH9BOEP/C/S3aOioqwGI9IEch0uOo0M9sInAT8t5k9FJUfYmZLAaLWwNeBh4DngbvdPdb/9l1gjpmtI/Q5/DyTeEQKorY25a6fAC3AEOBCoJ4ULQb3Ds8jkk/mHS08XqRqamq8UQ8ESTE57zxYvDj5NBjpmIW1nBctyn5cInHM7Gl3T/nMWYyefBbJhrq6cDuoOyoqwvEiRUKJQSQbJkyABQugsrJrx1VWhuNq0n6IE8kbTaInki2xifA6ml01xiy0FBYs0AR6UnTUYhDJptmzYdWq0GdQXt7+9lJFRSifNi3UU1KQIqQWg0i21dSEjuRNm8I0F2vWhIfXqqrCkNTaWhg8uNBRiqSkxCCSK4MHw2WXFToKkS7TrSQREWlDiUFERNpQYhARkTaUGEREpA0lBhERaUOJQURE2lBiEBGRNpQYRESkjZKcdtvMNgHrc3T6g4C/5ujcuVSKcZdizKC4860U4y7WmEe7e9rH7ksyMeSSmTV2Zr7yYlOKcZdizKC4860U4y7FmOPpVpKIiLShxCAiIm0oMbR3S6ED6KZSjLsUYwbFnW+lGHcpxryH+hhERKQNtRhERKSNXp8YzOwAM3vYzF6KvlYlqTPazP7HzJ4xs7Vm9o+FiDUhps7EfbyZ/SGKucnMvliIWOPiSRtzVO9BM3vXzB7Id4wJcZxlZi+Y2Tozm5dkf38zuyva/0czG5P/KNvrRNynRn/PO83s/ELEmKgTMc8xs+eiv+MVZja6EHEm6kTc/2hma6Jrx+NmNrYQcXaZu/fqF3ADMC96Pw+4PkmdfkD/6P2+wKvAISUQ95HAEdH7Q4A3gEHFHHO073Tgc8ADBYy1DHgZOCz6/a8GxibUuQS4OXo/HbirkH8TXYh7DFAN3A6cXyIxfxqojN7PLqGf9f5x788BHix03J159foWAzAVuC16fxtwbmIFd9/u7q3RZn+Ko6XVmbhfdPeXovevA81AIdeUTBszgLuvAN7PV1ApnACsc/dX3H07cCch/njx/557gdPNzPIYYzJp43b3V929CdhdiACT6EzMv3f3rdHmU8CIPMeYTGfifi9ucwBQEp26xXCBK7SD3f2N6P2bwMHJKpnZSDNrAjYQPum+nq8AU+hU3DFmdgLhU83LuQ6sA12KucCGE37XMRujsqR13H0nsAU4MC/RpdaZuItNV2P+CrAspxF1TqfiNrOvmdnLhBbzN/MUW0Z6xZrPZrYcGJpk1/fiN9zdzSxpRnf3DUC1mR0CLDaze939rexHu1c24o7OMwy4A7jY3XP6KTFbMYskY2YzgBrgU4WOpbPc/SbgJjO7CPgX4OICh5RWr0gM7j4p1T4ze8vMhrn7G9EFtDnNuV43s2eBUwi3D3ImG3Gb2f7AfwPfc/enchTqHtn8WRfYa8DIuO0RUVmyOhvNrA8wEHg7P+Gl1Jm4i02nYjazSYQPGJ+Ku7VbSF39Wd8J1Oc0oizRrSRYwt4MfjFwf2IFMxthZhXR+yrgk8ALeYswuc7E3Q/4LXC7u+c0iXVS2piLSANwhJkdGv0cpxPijxf/7zkfeMSjXsYC6kzcxSZtzGY2HvgpcI67F8sHis7EfUTc5meBl/IYX/cVuve70C/CPeEVhF/YcuCAqLwGuDV6/xmgiTDqoAmYVSJxzwB2AM/EvY4v5pij7ceATUAL4b7tmQWKdwrwIqFf5ntR2VWEixNAOXAPsA74E3BYof8uOhn3hOjn+iGhhbO2BGJeDrwV93e8pNAxdzLu/wDWRjH/HvhooWPuzEtPPouISBu6lSQiIm0oMYiISBtKDCIi0oYSg4iItKHEICIibSgxiIhIG0oMIiLShhKDiIi08f8BtT8Bsg5ZuaYAAAAASUVORK5CYII=\n", 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\n", 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\n", 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\n", 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FF19k0KBBsTcK1acPXHZZcoIT6QD1+YvE4euvv6aiooKTTjqJyZMn89xzz3U88YtkECV/kRgef/xxDj30UNatW8fKlSs5//zzycvTPx3Jbur2EYni008/5Ze//CWvvvoqd955J6NGjUp3SCIJo+QPfuKNykpfhnfDBl+Uq7gYJk7Mvotw3elY0qSlpYXbb7+d6dOn87Of/Yy5c+cS6OzNWiIZKrdr+9TU+OF31dX+dWj99dbhd6NH++F3w4YlN5au6k7HkkZ1dXX87Gc/Iy8vjzlz5nDooYfG3kgkg8Rb2yd3k//s2VBR4cdbt/cZmPnkmck33nSnY+mqTv7yaWxs5Oqrr+aee+7h2muv5cILL1S/vmSleJM/zrmMfAwdOtQlzaxZzhUWOudTpdsE7nxw+4HbCdz3wC0Orvv2UVjot8s0YccS1yNTj6Urli1zrqzMuYIC/wg93kDALysr8+3CVFdXu/3339+NGzfOrV27Ng3BiyQOUOviyLFpT/LRHklL/suWtUmWG8FNB/cBuGZwi4JfAh9ESpo1NcmJqzMiHIsDdzy4fHA7Bh8Do30BZNKxdEXrF6BZ+196Ztt98a1du9aNGzfO7b///q66ujrNByGSGPEm/9z7XTtjxva31gM7Ar8D+uPHvo4B9geWh2/b1OS3zxQRjqXVTPwE4RuBtyM1yLRj6azWLq/Gxva7vMCvb2zEVVTw4rnnUlxcTL9+/Vi5ciUnn3xyauIVyRC51edfXw/9+sWcWHsd0A94nbAp9SBzJtho51hGAOcBF8baR6YcS2fV1MCIET7xh/gQmAK8AuQDZwG3sP3Qtqa8PNbcfz8DzjknNbGKpIgmc4mksjJmky3AucB4IiR+8BdN49hP0sWIYRqwG3A08Hy0RplyLJ0V5ZfPFKAvsBb/Bb4EmBXWpsA5Bjz0UNJDFMlUuTXOv66u3bP+FuAnQC98t0lETU0s+u//ZvqDD9KjRw/y8vLo0aNH1Oex1nekbeiy0x56iCFRjuV/gEOCxzEfOAWfBA+McCyNf/sbmz7/nIKCAvLz8+nRo0cHPtA0qq/3w1oj/HL9ALgYKAD2AE4GVoW1Med8hc3167P3l49IF+RW8t+wIeoqB1yA7/JZDOzQzm6OKy7mzptvpqWlhebmZpqbmyM+j7W+I21Dl23ZsoWeGzdGjW94yPPxwIPBY/p5hLZ/fewxxh54IJs3b2bTpk307NmT/Px8CgoKtntEWhZteVfa5ufnb6uF3552frH8Ev+lNwJoAKqBayI1bP3lo0JrkoNyK/kXFUVdVQ68BTwDxLqXs6hfP4YOHZrAwDrhww/hvffiamr4L7dITjr7bBruvRfwI7+2bNnCpk2b2LRp07dfCOGPSMtDl3355Zdxtw1fvnnzZvLz82N+UUx7801OiPLL5zhgDrAz0Iz/Ajw9UsOmJl9aWSQHJST5m9nJwP8CPYC7nHPXha3PB+4FhgKfAWOdcx8m4r07pLjY11QPSxr/AO7AXxzcI2T5Hfj+/+0EAr7+erpFOZYvgL8Bx+P/5y4AXsD/z2kj7FjMjF69etGrVy923nnnZEXerpaWFr755puYXx6Dr7wSPvmk7fb4bp5JwMv40U7nA78Bro/0hg0NyTsYkUwWz3jQ9h74hP8ecAC+m/kN4JCwNlOA24PPxwELYu03KeP8161rewNQRx8FBc7V1yc+tgQdSz24kuB9CkXghoN7KtOPpTPOPTfiMa33P3LcFyHL/gzu0GifwU9+ku4jEUkoUjjO/wjgXefc+865b/DdraeFtTkNmBt8/hDwQ4urYzfB+vb19W06+9Zmfqq9TLhAGOVY+gA1wFf4XwFLgYi1KDPpWDqjuNgPVQ2zG/4ejdnAVvxnMBcojrSPTPkVJ5IGiUj+ewMfh7xeE1wWsY1zbiuwAfhuAt6746ZN8//oOyMQ8Ntniu50LB01YULUVY8AT+C/CA/CX7z/Q6SGzrW7H5HuLKPG+ZvZJDOrNbPa9evXJ+dNhg3zhc0KCzu2XWGh3y6TJtfuTsfSUe38ivs+/t6GBuBfwB+B3cMbZfsvH5EuSkTy/wTYN+T1PsFlEduYWU+gCH/hdzvOuTnOuRLnXEmfZP6jLC/fljRjdQGZbUuWmVgJszsdS0fl8i8fkS5KRPKvAQaY2f5m1gt/QbcqrE0VfsQd+Lvt/xK8MJE+5eWwZAmUlfm+4/AkEgj45WVlvl0mJ8vudCwdkcu/fES6KCG1fcysFF8+pQdwj3Pu92Z2Nf6qc5WZFQD3AYcDnwPjnHPvt7fPlEzm0mr9en+zz4oVfuhf797+QuCECdnXLdCdjiVecc5n0GLGN2bscOut9LjoohQGKJI6msxFckttra/1s3ix794KrfkTnMnMjR7NRWvWsPu//zvTp09PX6wiSRRv8s+tO3yl+yop8Te9tfPLx/r04apPP2Xo0KGMHDmSY489Nt1Ri6SNkr90L336tFurZ6+99uLuu+/mvPPO47XXXmPXXXdNYXAimSOjhnqKpEJpaSlnnHEGF154IZna7SmSbEr+kpOuu+46PvjgA+644450hyKSFur2kZyUn5/P/PnzOeaYYzjmmGM47LDD0h2SSErpzF9y1sEHH8wNN9zAuHHjaAybClKku1Pyl5w2fvx4iouL+dWvfpXuUERSSslfcpqZMXv2bJ588kkeeeSRdIcjkjJK/pLzioqKePDBB5k8eTIfffRRusMRSQklfxFg+PDhTJ06lXPPPZetW7emOxyRpFPyFwn69a9/TUFBAddee226QxFJOg31FAnKy8vj3nvv5Qc/+AEjR47kuOOO8yvq633JiLo62LABior8TGITJ3bfYnnS7amwm0iYxYsXM3nyZFbccw9Fs2ZBdbVfsWnTtkbBYnGMHu3nBRg2LD3BioSJt7Cbun1EwpSWlnLTgAHkn3wybuFCn/RDEz/4qqGbNsHChTBihC8rLZJF1O0jEm72bM5auhRrbo7d1jlobPTzCUD3mShHuj2d+YuEqqmBigos7I7ft4CR+PlHDwL+HL5d6xeAuiolSyj5i4SaMWP7iWCArcBpwBj8NHRzgPOAd8K3bWry24tkASV/kVb19f7ibtggiL8DnwKX4ucpHQkcjZ+XdDvO+ZnE1q9PQbAiXaPkL9KqsjLupg5YGWmFWYf2I5IuSv4irerq2o7qAQ4G+gI3AFuAp4AlQMQ6oE1NfgpJkQyn5C/SasOGiIt3ABYCjwN7ADcBZwP7RNtPQ0MSghNJLA31FGlVVBR1VTH+bL/VvwHjozXu3TtxMYkkic78RVoVF0NBQcRVdcAmfFfPjcBaYEKkhoEADBmSpABFEkfJX6TVhAlRV90H7Inv+38WeBrIj9TQuXb3I5IplPxFWvXt62v1mLVZdQPQAGwEqvE3erVhBqWlKvYmWUHJXyTUtGm+66YzAgG/vUgWUPIXCTVsGNx4IxQWdmgzFwj47UpiFlMUyQhK/iLhysu3fQFE6AIK5czY3LMnsw44gOZJk1IUoEjXKfmLRFJeDkuWQFmZHwEU3hUUCEBBAVZWRo8XX+SR3XfnN7/5TXpiFekEjfMXiaakBB5+2Nfqqaz0d+42NPhx/EOG+FE9ffrQE/jTn/7EkUceyeDBg7ngggvSHLhIbEr+IrH06QOXXdZuk1133ZVFixZx3HHHcdBBB3H88cenKDiRzlG3j0iCHHzwwTzwwAOMHTuW9957L93hiLRLyV8kgU488USmT5/OmDFj2BClVpBIJlDyF0mw8vJyRo0axdixY9m6dWu6wxGJSMlfJAluvvlmnHP86le/SncoIhEp+YskQc+ePVmwYAFPPfUUt99+e7rDEWlDo31EkmSXXXZh0aJFHHPMMQwcOJCRI0emOySRb+nMXySJDjroIObPn88555zDO++0mfJdJG105i+SZCNGjOD3v/89p5xyCkuXLqV362Qv9fX+5rG6Oj+LWFGRn1Ng4kRVBpWkM+dc5zc22xVYAPQHPgTOds61mcPOzJqB1olNP3LOnRpr3yUlJa62trbTsYlkmqlTp1JXV8cT11xDzxtugOpqvyJ03uBAwM8JMHq0rxA6bFh6gpWsZWbLnXMxKwx2NflfD3zunLvOzC4Hejvn2hQ4MbONzrmdOrJvJX/pbpqbm5n9ve/x07ffJr+52Sf5aMz8F8GNN/o6QyJxijf5d7XP/zRgbvD5XOD0Lu5PpNvqMWcOF73/Pvlbt7af+MGvb2yEigqYPTs1AUpO6Wry3905tzb4/J/A7lHaFZhZrZktNbOoXxBmNinYrnb9+vVdDE0kg9TUQEUF1tTUZtV8YDCwI3Ag8GLoytYvAP0KlgSLecHXzJ4B9oiw6srQF845Z2bRTmf6Oec+MbMDgL+Y2QrnXJviJ865OcAc8N0+MaMXyRYzZkCExP808Bv8hbMj8BPDt9HU5Ld/+OGkhii5JWbyd86dGG2dma0zsz2dc2vNbE+gPso+Pgn+930zex44HFDlK8kN9fX+4m6Erp7pwH8CRwZf7x1pe+dg8WJfWlqjgCRButrtUwWMDz4fDzwa3sDMeptZfvD5bsDRwJtdfF+R7FFZGXFxM1ALrMdPCL8PcDHQ9vcB/gJwlP2IdEZXk/91wCgzWw2cGHyNmZWY2V3BNoOBWjN7A3gOuM45p+QvuaOubvvhnEHrgC3AQ/h+/teB14BrI+2jqclPJiOSIF26ycs59xnwwwjLa4ELg89fBoZ05X1EslqU0s6tE0P+HNgz+HwqPvn/PtIGDW1uoRHpNJV3EEm2oqKIi3vju3pCp4hvd7r41juDRRJAyV8k2YqL/STwEUwE/j9+pEQD8AdgTKSGgYCfN1gkQZT8RZJtwoSoq34LDAMG4i+OHU7YGOpWzrW7H5GOUvIXSba+fX2tHmvbqbMDMAv4An+X5K1Am98IZlBaqmGeklBK/iKpMG2a77rpjEDAby+SQEr+IqkwbJgv0lZY2KHNGs1YetZZUBKzTpdIhyj5i6RKefm2L4AIXUDbMYPCQjb89rec8fTTLFiwIDUxSs5Q8hdJpfJyWLIEysr8CKDwrqBAwC8vK4MlS9jzv/6LJ554gl/84hcsXLgwPTFLt6SZvERSraTEF2lbv96XbFixwt/A1bu3H845YcJ2F3eLi4t5/PHHGT16NPn5+YwePTptoUv30aXJXJJJk7mIbO+VV17h1FNPZcGCBZoMXqJK1WQuIpIiRx11FA899BDjxo3jr3/9a7rDkSyn5C+SRY4//ngeeOABzjjjDJYtW5bucCSLKfmLZJlRo0Zxzz33cMopp/Daa6+lOxzJUkr+IllozJgxzJo1i9LSUlatWpXucCQLabSPSJY688wz2bx5MyeddBLPPfccAwcO3Layvt6PJKqr8yWli4p8gbmJE1UmQgAlf5Gs9h//8R9s3ryZE088keeff54DPvvMz/dbXe0bhE4i88gjMH26rzM0bZq/61hylpK/SJabOHEiTU1N3D1sGNc0NZG3aVPE+YK/nUB+4UJ48kl/t3F5eWqDlYyh5C/SDUwxY8tXX5G3ZUvsxs5BYyNUVPjX+gLISbrgK5LtamqgooIdwhL/efjpIXfGzxdwV/h2rV8AupkyJyn5i2S7GTO2demEmAZ8CHwJVAFXAcvDGzU1+e0l5yj5i2Sz+np/cTdCH/+hQH7wuQUf74U3cg4WL/Z1hiSnKPmLZLPKynZXTwEKgUH4LqDSSI3MYu5Huh8lf5FsVle3/XDOMLOAr4AXgTPY9ktgO01NvrKo5BQlf5FstmFDzCY9gGOANcDsaI0aGhIXk2QFJX+RbFZUFHfTrUTo82/Vu3ciopEsouQvks2Ki/3MX2HqgfnARqAZeBJ4EPhhpH0EAn4SGckpSv4i2WzChIiLDd/Fsw/QG6gAbgFOjdTYuaj7ke5Ld/iKZLO+fX2tnoULtxvu2QdYEs/2ZlBaqmJvOUhn/iLZbtq0thPBx+mbHj1o/vWvExyQZAMlf5FsN2yYL9JWWNihzVwgwMz992fsDTewqZ3hotI9KfmLdAfl5du+AMzab2sGhYXYTTdx0YoV9OzZk1GjRvH555+nJlbJCEr+It1FeTksWQJlZX4EUHhXUCDgl5eV+Xbl5eTn5zNv3jyOPPJIjj76aD788MOxRD6OAAAIcUlEQVS0hC6ppwu+It1JSQk8/LCv1VNZ6e/cbWjw4/iHDPGjesIu7ubl5XHDDTew7777cvTRR/PYY49x+OGHpyV8SR0lf5HuqE8fuOyyDm1yySWXsPfee3PSSSdx//3386Mf/ahtI00P2W2YizTjTwYoKSlxtaozLpJyL730EmeeeSYzZsxg4sSJfmFNTfTpIQMBP8xU00NmBDNb7pwridVOZ/4isp2jjz6a559/ntLSUj7++GN+26cPVlHhC8BpeshuQ8lfRNoYNGgQL7/8MvcccQTffPop+c3NsTfS9JBZRaN9RCSiPT7+mGn/+lebxP85UAbsCPQD5oVvqOkhs0KXkr+Z/djMVplZi5lF7WMys5PN7G0ze9fMLu/Ke4pIisyYgUW4+esioBewDngAKAdWhTfS9JAZr6tn/ivxc0S8EK2BmfUAbgNGA4cA55jZIV18XxFJpijTQ34NPAxcA+yEnyfgVOC+8O01PWTG61Lyd8695Zx7O0azI4B3nXPvO+e+wVeaPa0r7ysiSRZlWsd38BcKB4Ys+x4RzvxB00NmuFT0+e8NfBzyek1wmYhkqijTQ24Edg5bVoSfKrINTQ+Z0WKO9jGzZ4A9Iqy60jn3aCKDMbNJwCSA/fbbL5G7FpGOiDI95E7Al2HLvgS+E20/mh4yY8VM/s65E7v4Hp8A+4a83ie4LNJ7zQHmgL/Jq4vvKyKdFWV6yIH46SBXAwOCy94ADo22H00PmbFS0e1TAwwws/3NrBcwDqhKwfuKSGdFmR5yR/wIj//EX/x9CXgU+EmkfWh6yIzW1aGeZWa2BjgKeNzMngwu38vMFgM457YCF+OnEX0L+KNzLuL1IRHJEO1M6zgLaAL6Aufgp4uMeOav6SEzWpfu8HXO/Rn4c4TlnwKlIa8XA4u78l4ikkJRpocE2BVYGGt7TQ+Z8XSHr4hE1oXpIQkE/PaSsZT8RSSyTk4PSWGh364kZmFJSSMVdhOR6FqLs7VX1bOVmT/jV1XPrKAzfxFpXyemh5TMpzN/EYmtE9NDSmZT8heR+HViekjJTOr2ERHJQUr+IiI5SMlfRCQHKfmLiOQgJX8RkRyk5C8ikoOU/EVEcpCSv4hIDjLXXq2ONDKz9cA/4my+G/CvJIaTaNkUbzbFCoo3mbIpVsjdePs552Lebp2xyb8jzKzWOZc1JQSzKd5sihUUbzJlU6ygeGNRt4+ISA5S8hcRyUHdJfnPSXcAHZRN8WZTrKB4kymbYgXF265u0ecvIiId013O/EVEpAOyMvmb2a5m9rSZrQ7+t3eUdteb2Soze8vMbjUzS3WswTjijXc/M3sqGO+bZtY/tZHGH2uw7c5mtsbMZqYyxrAYYsZrZt83s1eCfwt1ZjY2xTGebGZvm9m7ZnZ5hPX5ZrYguP5v6fj/HhZPrHinBv8+68zsWTPrl444Q+JpN96QdmeamTOztI0AiidWMzs7+PmuMrN5SQvGOZd1D+B64PLg88uB/4nQ5t+Al4AewccrwIhMjTe47nlgVPD5TkBhpsYaXP+/wDxgZob/LQwEBgSf7wWsBXZJUXw9gPeAA4BewBvAIWFtpgC3B5+PAxak8fOMJ94TWv82gfJMjzfY7jvAC8BSoCRTYwUGAK8BvYOv+yYrnqw88wdOA+YGn88FTo/QxgEF+A85H9gBWJeS6NqKGa+ZHQL0dM49DeCc2+ica0xdiN+K57PFzIYCuwNPpSiuaGLG65x7xzm3Ovj8U6AeSNWcg0cA7zrn3nfOfQPMx8ccKvQYHgJ+mK5fqcQRr3PuuZC/zaXAPimOMVQ8ny/ANcD/AJtSGVyYeGL9KXCbc64BwDlXn6xgsjX57+6cWxt8/k98EtqOc+4V4Dn8Wd5a4Enn3FupC3E7MePFn51+YWaPmNlrZnaDmfVIXYjfihmrmeUBNwEVqQwsing+22+Z2RH4E4L3kh1Y0N7AxyGv1wSXRWzjnNsKbAC+m5Lo2oon3lAXANVJjah9MeM1sx8A+zrnHk9lYBHE89kOBAaa2UtmttTMTk5WMBk7h6+ZPQPsEWHVlaEvnHPOzNoMWTKzg4DBbDsredrMjnXOvZjwYOl6vPj/F8cChwMfAQuACcDdiY00IbFOARY759ak4gQ1AfG27mdP4D5gvHOuJbFR5h4zOw8oAY5PdyzRBE9Ubsb/W8oGPfFdPyPwuesFMxvinPsiGW+UkZxzJ0ZbZ2brzGxP59za4D/oSD+NyoClzrmNwW2qgaOApCT/BMS7BnjdOfd+cJuFwJEkIfknINajgGPNbAr+2kQvM9vonIt6sS3N8WJmOwOPA1c655YmI84oPgH2DXm9T3BZpDZrzKwnUAR8lprw2ognXszsRPyX7/HOuc0pii2SWPF+BzgMeD54orIHUGVmpzrnalMWpRfPZ7sG+JtzbgvwgZm9g/8yqEl0MNna7VMFjA8+Hw88GqHNR8DxZtbTzHbAn52kq9snnnhrgF3MrLUveiTwZgpiCxczVufcuc65/Zxz/fFdP/cmK/HHIWa8ZtYL+DM+zodSGBv4/68DzGz/YBzj8DGHCj2Gs4C/uODVvjSIGa+ZHQ7cAZyazD7pOLUbr3Nug3NuN+dc/+Df61J83KlO/DFjDVqIP+vHzHbDdwO9n5Ro0nHVu6sPfH/os8Bq4Blg1+DyEuAut+3K+h34hP8mcHMmxxt8PQqoA1YAlUCvTI01pP0E0jvaJ56/hfOALcDrIY/vpzDGUuAd/HWGK4PLrsYnIfADE/4EvAssAw5I1+cZZ7zP4AdPtH6WVZkcb1jb50nTaJ84P1vDd1O9GcwD45IVi+7wFRHJQdna7SMiIl2g5C8ikoOU/EVEcpCSv4hIDlLyFxHJQUr+IiI5SMlfRCQHKfmLiOSg/wMLD1nx0BKwqAAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "166\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'C', 7: 'C', 8: 'C', 9: 'S'}\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "170\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'C', 7: 'C', 8: 'C', 9: 'C', 10: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# draw all the praphs\n", + "import sys\n", + "import pathlib\n", + "sys.path.insert(0, \"../\")\n", + "\n", + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "\n", + "import networkx as nx\n", + "from pygraph.utils.graphfiles import loadDataset\n", + "\n", + "\n", + "def main(): \n", + " dataset, y = loadDataset(\"../../../../datasets/acyclic/Acyclic/dataset_bps.ds\")\n", + " for idx, graph in enumerate(dataset):\n", + " print(idx)\n", + " print(nx.get_node_attributes(graph, 'label'))\n", + " nx.draw_networkx(graph)\n", + " plt.show()\n", + " \n", + "if __name__ == '__main__':\n", + " main()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.5.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/.ipynb_checkpoints/run_treeletkernel_acyclic-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/run_treeletkernel_acyclic-checkpoint.ipynb new file mode 100644 index 0000000..425930a --- /dev/null +++ b/notebooks/.ipynb_checkpoints/run_treeletkernel_acyclic-checkpoint.ipynb @@ -0,0 +1,635 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " --- This is a regression problem ---\n", + "\n", + "\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- treelet kernel matrix of size 185 built in 50.925347328186035 seconds ---\n", + "[[ 4.00000000e+00 2.60653066e+00 1.00000000e+00 ..., 1.26641655e-14\n", + " 1.26641655e-14 1.26641655e-14]\n", + " [ 2.60653066e+00 6.00000000e+00 1.00000000e+00 ..., 1.26641655e-14\n", + " 1.26641655e-14 1.26641655e-14]\n", + " [ 1.00000000e+00 1.00000000e+00 4.00000000e+00 ..., 3.00000000e+00\n", + " 3.00000000e+00 3.00000000e+00]\n", + " ..., \n", + " [ 1.26641655e-14 1.26641655e-14 3.00000000e+00 ..., 1.80000000e+01\n", + " 1.30548713e+01 8.19020657e+00]\n", + " [ 1.26641655e-14 1.26641655e-14 3.00000000e+00 ..., 1.30548713e+01\n", + " 2.20000000e+01 9.71901120e+00]\n", + " [ 1.26641655e-14 1.26641655e-14 3.00000000e+00 ..., 8.19020657e+00\n", + " 9.71901120e+00 1.60000000e+01]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 2.688029\n", + "With standard deviation: 1.541623\n", + "\n", + " Mean performance on test set: 10.099738\n", + "With standard deviation: 5.035844\n", + "\n", + "\n", + " RMSE_test std_test RMSE_train std_train k_time\n", + "----------- ---------- ------------ ----------- --------\n", + " 10.0997 5.03584 2.68803 1.54162 50.9253\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + "\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- treelet kernel matrix of size 185 built in 49.581383228302 seconds ---\n", + "[[ 4.00000000e+00 2.60653066e+00 1.00000000e+00 ..., 1.26641655e-14\n", + " 1.26641655e-14 1.26641655e-14]\n", + " [ 2.60653066e+00 6.00000000e+00 1.00000000e+00 ..., 1.26641655e-14\n", + " 1.26641655e-14 1.26641655e-14]\n", + " [ 1.00000000e+00 1.00000000e+00 4.00000000e+00 ..., 3.00000000e+00\n", + " 3.00000000e+00 3.00000000e+00]\n", + " ..., \n", + " [ 1.26641655e-14 1.26641655e-14 3.00000000e+00 ..., 1.80000000e+01\n", + " 1.30548713e+01 8.19020657e+00]\n", + " [ 1.26641655e-14 1.26641655e-14 3.00000000e+00 ..., 1.30548713e+01\n", + " 2.20000000e+01 9.71901120e+00]\n", + " [ 1.26641655e-14 1.26641655e-14 3.00000000e+00 ..., 8.19020657e+00\n", + " 9.71901120e+00 1.60000000e+01]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 2.908869\n", + "With standard deviation: 1.267900\n", + "\n", + " Mean performance on test set: 8.307902\n", + "With standard deviation: 3.378376\n", + "\n", + "\n", + " RMSE_test std_test RMSE_train std_train k_time\n", + "----------- ---------- ------------ ----------- --------\n", + " 8.3079 3.37838 2.90887 1.2679 49.5814\n" + ] + } + ], + "source": [ + "%load_ext line_profiler\n", + "\n", + "import sys\n", + "sys.path.insert(0, \"../\")\n", + "from pygraph.utils.utils import kernel_train_test\n", + "from pygraph.kernels.treeletKernel import treeletkernel\n", + "\n", + "datafile = '../../../../datasets/acyclic/Acyclic/dataset_bps.ds'\n", + "kernel_file_path = 'kernelmatrices_path_acyclic/'\n", + "\n", + "kernel_para = dict(node_label = 'atom', edge_label = 'bond_type', labeled = True)\n", + "\n", + "# kernel_train_test(datafile, kernel_file_path, treeletkernel, kernel_para, normalize = False)\n", + "\n", + "kernel_train_test(datafile, kernel_file_path, treeletkernel, kernel_para, normalize = True)\n", + "\n", + "# %lprun -f spkernel \\\n", + "# kernel_train_test(datafile, kernel_file_path, spkernel, kernel_para, normalize = False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# results\n", + "\n", + "# with y normalization\n", + " RMSE_test std_test RMSE_train std_train k_time\n", + "----------- ---------- ------------ ----------- --------\n", + " 8.3079 3.37838 2.90887 1.2679 49.5814\n", + "\n", + "# without y normalization\n", + " RMSE_test std_test RMSE_train std_train k_time\n", + "----------- ---------- ------------ ----------- --------\n", + " 10.0997 5.03584 2.68803 1.54162 50.9253" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'O', 6: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " pattern 0: [0, 1, 2, 3, 4, 5, 6, 7]\n", + " treelet 0: ['C', 'C', 'C', 'C', 'C', 'C', 'O', 'O']\n", + "\n", + " pattern 1 : [[4, 0], [4, 1], [5, 4], [6, 2], [6, 5], [7, 3], [7, 5]]\n", + " treelet 1 : ['1C1C', '1C1C', '1C1C', '1C1O', '1C1O', '1C1O', '1C1O']\n", + "\n", + " pattern 2 : [[1, 4, 0], [5, 4, 0], [5, 4, 1], [5, 6, 2], [5, 7, 3], [6, 5, 4], [7, 5, 4], [7, 5, 6]]\n", + " treelet 2 : ['2C1C1C', '2C1C1C', '2C1C1C', '2C1O1C', '2C1O1C', '2C1C1O', '2C1C1O', '2O1C1O']\n", + "\n", + " pattern 3 : [[4, 5, 6, 2], [4, 5, 7, 3], [6, 5, 4, 0], [6, 5, 4, 1], [6, 5, 7, 3], [7, 5, 4, 0], [7, 5, 4, 1], [7, 5, 6, 2]]\n", + " treelet 3 : ['3C1C1O1C', '3C1C1O1C', '3C1C1C1O', '3C1C1C1O', '3C1O1C1O', '3C1C1C1O', '3C1C1C1O', '3C1O1C1O']\n", + "\n", + " pattern 4 : [[2, 6, 5, 4, 0], [2, 6, 5, 4, 1], [3, 7, 5, 4, 0], [3, 7, 5, 4, 1], [3, 7, 5, 6, 2]]\n", + " treelet 4 : ['4C1C1C1O1C', '4C1C1C1O1C', '4C1C1C1O1C', '4C1C1C1O1C', '4C1O1C1O1C']\n", + "\n", + " pattern 5 : []\n", + " treelet 5 : []\n", + "\n", + " pattern 3 star: [[4, 0, 1, 5], [5, 4, 6, 7]]\n", + " treelet 3 star: ['6CC1C1C1', '6CC1O1O1']\n", + "\n", + " pattern 4 star: []\n", + " treelet 4 star: []\n", + "\n", + " pattern 5 star: []\n", + " treelet 5 star: []\n", + "\n", + " pattern 7: [[4, 0, 1, 5, 6], [4, 0, 1, 5, 7], [5, 7, 6, 4, 0], [5, 7, 6, 4, 1], [5, 4, 7, 6, 2], [5, 4, 6, 7, 3]]\n", + " treelet 7: ['7CC1C1C1O1', '7CC1C1C1O1', '7CO1O1C1C1', '7CO1O1C1C1', '7CC1O1O1C1', '7CC1O1O1C1']\n", + "\n", + " pattern 11: []\n", + " treelet 11: []\n", + "\n", + " pattern 10: [[4, 0, 1, 5, 6, 2], [4, 0, 1, 5, 7, 3]]\n", + " treelet 10: ['aCO1C1C1C1C1', 'aCO1C1C1C1C1']\n", + "\n", + " pattern 12: [[4, 0, 1, 5, 7, 6]]\n", + " treelet 12: ['cCC1C1C1O1O1']\n", + "\n", + " pattern 9: [[5, 7, 6, 4, 2, 0], [5, 7, 6, 4, 2, 1], [5, 6, 7, 4, 3, 0], [5, 6, 7, 4, 3, 1], [5, 4, 7, 6, 3, 2]]\n", + " treelet 9: ['9CO1C1O1C1C1', '9CO1C1O1C1C1', '9CO1C1O1C1C1', '9CO1C1O1C1C1', '9CC1O1O1C1C1']\n", + "\n", + " numbers of canonical keys: {'2O1C1O': 1, '7CC1C1C1O1': 2, '7CC1O1O1C1': 2, 'aCO1C1C1C1C1': 2, '2C1C1C': 3, '6CC1C1C1': 1, '9CO1C1O1C1C1': 4, '1C1C': 3, '3C1C1C1O': 4, '4C1C1C1O1C': 4, '7CO1O1C1C1': 2, '2C1C1O': 2, '1C1O': 4, '9CC1O1O1C1C1': 1, '3C1C1O1C': 2, '6CC1O1O1': 1, '2C1O1C': 2, '0O': 2, '4C1O1C1O1C': 1, 'cCC1C1C1O1O1': 1, '0C': 6, '3C1O1C1O': 2}\n", + "\n", + " pattern 0: [0, 1, 2, 3, 4, 5, 6]\n", + " treelet 0: ['C', 'C', 'C', 'C', 'C', 'O', 'O']\n", + "\n", + " pattern 1 : [[2, 0], [3, 1], [5, 2], [5, 4], [6, 3], [6, 4]]\n", + " treelet 1 : ['1C1C', '1C1C', '1C1O', '1C1O', '1C1O', '1C1O']\n", + "\n", + " pattern 2 : [[4, 5, 2], [4, 6, 3], [5, 2, 0], [6, 3, 1], [6, 4, 5]]\n", + " treelet 2 : ['2C1O1C', '2C1O1C', '2C1C1O', '2C1C1O', '2O1C1O']\n", + "\n", + " pattern 3 : [[4, 5, 2, 0], [4, 6, 3, 1], [5, 4, 6, 3], [6, 4, 5, 2]]\n", + " treelet 3 : ['3C1C1O1C', '3C1C1O1C', '3C1O1C1O', '3C1O1C1O']\n", + "\n", + " pattern 4 : [[3, 6, 4, 5, 2], [5, 4, 6, 3, 1], [6, 4, 5, 2, 0]]\n", + " treelet 4 : ['4C1O1C1O1C', '4C1C1O1C1O', '4C1C1O1C1O']\n", + "\n", + " pattern 5 : [[2, 5, 4, 6, 3, 1], [3, 6, 4, 5, 2, 0]]\n", + " treelet 5 : ['5C1C1O1C1O1C', '5C1C1O1C1O1C']\n", + "\n", + " pattern 3 star: []\n", + " treelet 3 star: []\n", + "\n", + " pattern 4 star: []\n", + " treelet 4 star: []\n", + "\n", + " pattern 5 star: []\n", + " treelet 5 star: []\n", + "\n", + " pattern 7: []\n", + " treelet 7: []\n", + "\n", + " pattern 11: []\n", + " treelet 11: []\n", + "\n", + " pattern 10: []\n", + " treelet 10: []\n", + "\n", + " pattern 12: []\n", + " treelet 12: []\n", + "\n", + " pattern 9: []\n", + " treelet 9: []\n", + "\n", + " numbers of canonical keys: {'3C1C1O1C': 2, '2O1C1O': 1, '1C1O': 4, '2C1O1C': 2, '0O': 2, '5C1C1O1C1O1C': 2, '1C1C': 2, '4C1O1C1O1C': 1, '0C': 5, '3C1O1C1O': 2, '4C1C1O1C1O': 2, '2C1C1O': 2}\n" + ] + } + ], + "source": [ + "import sys\n", + "import pathlib\n", + "from collections import Counter\n", + "from itertools import chain\n", + "sys.path.insert(0, \"../\")\n", + "\n", + "import networkx as nx\n", + "import numpy as np\n", + "import time\n", + "\n", + "from sklearn.metrics.pairwise import rbf_kernel, paired_distances\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# main\n", + "import sys\n", + "from collections import Counter\n", + "import networkx as nx\n", + "sys.path.insert(0, \"../\")\n", + "from pygraph.utils.graphfiles import loadDataset\n", + "\n", + "\n", + "def main(): \n", + " dataset, y = loadDataset(\"../../../../datasets/acyclic/Acyclic/dataset_bps.ds\")\n", + " G1 = dataset[15]\n", + " print(nx.get_node_attributes(G1, 'label'))\n", + " nx.draw_networkx(G1)\n", + " plt.show()\n", + " G2 = dataset[57] # 180 double 4, 57, 3, double 3\n", + " print(nx.get_node_attributes(G2, 'label'))\n", + " nx.draw_networkx(G2)\n", + " plt.show()\n", + "\n", + " treeletkernel(G1, G2, labeled = True)\n", + " # Kmatrix = weisfeilerlehmankernel(G1, G2)\n", + " \n", + "def find_paths(G, source_node, length):\n", + " if length == 0:\n", + " return [[source_node]]\n", + " path = [ [source_node] + path for neighbor in G[source_node] \\\n", + " for path in find_paths(G, neighbor, length - 1) if source_node not in path ]\n", + " return path\n", + "\n", + "def find_all_paths(G, length):\n", + " all_paths = []\n", + " for node in G:\n", + " all_paths.extend(find_paths(G, node, length))\n", + " all_paths_r = [ path[::-1] for path in all_paths ]\n", + " \n", + " # remove double direction\n", + " for idx, path in enumerate(all_paths[:-1]):\n", + " for path2 in all_paths_r[idx+1::]:\n", + " if path == path2:\n", + " all_paths[idx] = []\n", + " break\n", + " \n", + " return list(filter(lambda a: a != [], all_paths))\n", + "\n", + "def get_canonkey(G, node_label = 'atom', edge_label = 'bond_type', labeled = True):\n", + " \n", + " patterns = {}\n", + " canonkey = {} # canonical key\n", + " \n", + " ### structural analysis ###\n", + " # linear patterns\n", + " patterns['0'] = G.nodes()\n", + " canonkey['0'] = nx.number_of_nodes(G)\n", + " for i in range(1, 6):\n", + " patterns[str(i)] = find_all_paths(G, i)\n", + " canonkey[str(i)] = len(patterns[str(i)])\n", + " \n", + " # n-star patterns\n", + " patterns['3star'] = [ [node] + [neighbor for neighbor in G[node]] for node in G.nodes() if G.degree(node) == 3 ]\n", + " patterns['4star'] = [ [node] + [neighbor for neighbor in G[node]] for node in G.nodes() if G.degree(node) == 4 ]\n", + " patterns['5star'] = [ [node] + [neighbor for neighbor in G[node]] for node in G.nodes() if G.degree(node) == 5 ] \n", + " # n-star patterns\n", + " canonkey['6'] = len(patterns['3star'])\n", + " canonkey['8'] = len(patterns['4star'])\n", + " canonkey['d'] = len(patterns['5star'])\n", + " \n", + " # pattern 7\n", + " patterns['7'] = []\n", + " for pattern in patterns['3star']:\n", + " for i in range(1, len(pattern)):\n", + " if G.degree(pattern[i]) >= 2:\n", + " pattern_t = pattern[:]\n", + " pattern_t[i], pattern_t[3] = pattern_t[3], pattern_t[i]\n", + " for neighborx in G[pattern[i]]:\n", + " if neighborx != pattern[0]:\n", + " new_pattern = pattern_t + [ neighborx ]\n", + "# new_patterns = [ pattern + [neighbor] for neighbor in G[pattern[i]] if neighbor != pattern[0] ]\n", + " patterns['7'].append(new_pattern)\n", + " canonkey['7'] = len(patterns['7'])\n", + " \n", + " # pattern 11\n", + " patterns['11'] = []\n", + " for pattern in patterns['4star']:\n", + " for i in range(1, len(pattern)):\n", + " if G.degree(pattern[i]) >= 2:\n", + " pattern_t = pattern[:]\n", + " pattern_t[i], pattern_t[4] = pattern_t[4], pattern_t[i]\n", + " for neighborx in G[pattern[i]]:\n", + " if neighborx != pattern[0]:\n", + " new_pattern = pattern_t + [ neighborx ]\n", + "# new_patterns = [ pattern + [neighborx] for neighborx in G[pattern[i]] if neighborx != pattern[0] ]\n", + " patterns['11'].append(new_pattern)\n", + " canonkey['b'] = len(patterns['11'])\n", + " \n", + " # pattern 12\n", + " patterns['12'] = []\n", + " rootlist = []\n", + " for pattern in patterns['3star']:\n", + "# print(pattern)\n", + " if pattern[0] not in rootlist:\n", + " rootlist.append(pattern[0])\n", + " for i in range(1, len(pattern)):\n", + " if G.degree(pattern[i]) >= 3:\n", + " rootlist.append(pattern[i])\n", + " pattern_t = pattern[:]\n", + " pattern_t[i], pattern_t[3] = pattern_t[3], pattern_t[i]\n", + " for neighborx1 in G[pattern[i]]:\n", + " if neighborx1 != pattern[0]:\n", + " for neighborx2 in G[pattern[i]]:\n", + " if neighborx1 > neighborx2 and neighborx2 != pattern[0]:\n", + " new_pattern = pattern_t + [neighborx1] + [neighborx2]\n", + "# new_patterns = [ pattern + [neighborx1] + [neighborx2] for neighborx1 in G[pattern[i]] if neighborx1 != pattern[0] for neighborx2 in G[pattern[i]] if (neighborx1 > neighborx2 and neighborx2 != pattern[0]) ]\n", + " patterns['12'].append(new_pattern)\n", + " canonkey['c'] = int(len(patterns['12']) / 2)\n", + " \n", + " # pattern 9\n", + " patterns['9'] = []\n", + " for pattern in patterns['3star']:\n", + "# print('pattern: ', pattern)\n", + " for pairs in [ [neighbor1, neighbor2] for neighbor1 in G[pattern[0]] if G.degree(neighbor1) >= 2 \\\n", + " for neighbor2 in G[pattern[0]] if G.degree(neighbor2) >= 2 if neighbor1 > neighbor2 ]:\n", + "# print('pairs: ', pairs)\n", + " pattern_t = pattern[:]\n", + "# print('pattern_t: ', pattern_t)\n", + " pattern_t[pattern_t.index(pairs[0])], pattern_t[2] = pattern_t[2], pattern_t[pattern_t.index(pairs[0])]\n", + "# print('pattern_t: ', pattern_t)\n", + " pattern_t[pattern_t.index(pairs[1])], pattern_t[3] = pattern_t[3], pattern_t[pattern_t.index(pairs[1])]\n", + "# print('pattern_t: ', pattern_t)\n", + " for neighborx1 in G[pairs[0]]:\n", + " if neighborx1 != pattern[0]:\n", + " for neighborx2 in G[pairs[1]]:\n", + " if neighborx2 != pattern[0]:\n", + " new_pattern = pattern_t + [neighborx1] + [neighborx2]\n", + "# new_patterns = [ pattern + [neighborx1] + [neighborx2] for neighborx1 in G[pairs[0]] if neighborx1 != pattern[0] for neighborx2 in G[pairs[1]] if neighborx2 != pattern[0] ]\n", + " patterns['9'].append(new_pattern)\n", + " canonkey['9'] = len(patterns['9'])\n", + " \n", + " # pattern 10\n", + " patterns['10'] = []\n", + " for pattern in patterns['3star']: \n", + " for i in range(1, len(pattern)):\n", + " if G.degree(pattern[i]) >= 2:\n", + " for neighborx in G[pattern[i]]:\n", + " if neighborx != pattern[0] and G.degree(neighborx) >= 2:\n", + " pattern_t = pattern[:]\n", + " pattern_t[i], pattern_t[3] = pattern_t[3], pattern_t[i]\n", + " new_patterns = [ pattern_t + [neighborx] + [neighborxx] for neighborxx in G[neighborx] if neighborxx != pattern[i] ]\n", + " patterns['10'].extend(new_patterns)\n", + " canonkey['a'] = len(patterns['10'])\n", + " \n", + " ### labeling information ###\n", + " if labeled == True:\n", + " canonkey_l = {}\n", + " \n", + " # linear patterns\n", + " canonkey_t = Counter(list(nx.get_node_attributes(G, node_label).values()))\n", + " for key in canonkey_t:\n", + " canonkey_l['0' + key] = canonkey_t[key]\n", + " print('\\n pattern 0: ', patterns['0'])\n", + " print(' treelet 0: ', list(nx.get_node_attributes(G, node_label).values()))\n", + " \n", + " for i in range(1, 6):\n", + " treelet = []\n", + " for pattern in patterns[str(i)]:\n", + " canonlist = list(chain.from_iterable((G.node[node][node_label], \\\n", + " G[node][pattern[idx+1]][edge_label]) for idx, node in enumerate(pattern[:-1])))\n", + " canonlist.append(G.node[pattern[-1]][node_label])\n", + " canonkey_t = ''.join(canonlist)\n", + " canonkey_t = canonkey_t if canonkey_t < canonkey_t[::-1] else canonkey_t[::-1]\n", + " treelet.append(str(i) + canonkey_t)\n", + " canonkey_l.update(Counter(treelet))\n", + " print('\\n pattern', i, ': ', patterns[str(i)])\n", + " print(' treelet', i, ': ', treelet)\n", + " \n", + "# print(canonkey_l)\n", + " \n", + " # n-star patterns\n", + " for i in range(3, 6):\n", + " treelet = []\n", + " for pattern in patterns[str(i) + 'star']:\n", + " canonlist = [ G.node[leaf][node_label] + G[leaf][pattern[0]][edge_label] for leaf in pattern[1:] ]\n", + " canonlist.sort()\n", + " canonkey_t = ('d' if i == 5 else str(i * 2)) + G.node[pattern[0]][node_label] + ''.join(canonlist)\n", + " treelet.append(canonkey_t)\n", + " canonkey_l.update(Counter(treelet))\n", + " print('\\n pattern', i, 'star: ', patterns[str(i) + 'star'])\n", + " print(' treelet', i, 'star: ', treelet)\n", + " \n", + " # pattern 7\n", + " treelet = []\n", + " for pattern in patterns['7']:\n", + " canonlist = [ G.node[leaf][node_label] + G[leaf][pattern[0]][edge_label] for leaf in pattern[1:3] ]\n", + " canonlist.sort()\n", + " canonkey_t = '7' + G.node[pattern[0]][node_label] + ''.join(canonlist) \\\n", + " + G.node[pattern[3]][node_label] + G[pattern[3]][pattern[0]][edge_label] \\\n", + " + G.node[pattern[4]][node_label] + G[pattern[4]][pattern[3]][edge_label]\n", + " treelet.append(canonkey_t)\n", + " canonkey_l.update(Counter(treelet))\n", + " print('\\n pattern 7: ', patterns['7'])\n", + " print(' treelet 7: ', treelet)\n", + " \n", + " # pattern 11\n", + " treelet = []\n", + " for pattern in patterns['11']:\n", + " canonlist = [ G.node[leaf][node_label] + G[leaf][pattern[0]][edge_label] for leaf in pattern[1:4] ]\n", + " canonlist.sort()\n", + " canonkey_t = 'b' + G.node[pattern[0]][node_label] + ''.join(canonlist) \\\n", + " + G.node[pattern[4]][node_label] + G[pattern[4]][pattern[0]][edge_label] \\\n", + " + G.node[pattern[5]][node_label] + G[pattern[5]][pattern[4]][edge_label]\n", + " treelet.append(canonkey_t)\n", + " canonkey_l.update(Counter(treelet))\n", + " print('\\n pattern 11: ', patterns['11'])\n", + " print(' treelet 11: ', treelet)\n", + "\n", + " # pattern 10\n", + " treelet = []\n", + " for pattern in patterns['10']:\n", + " canonkey4 = G.node[pattern[5]][node_label] + G[pattern[5]][pattern[4]][edge_label]\n", + " canonlist = [ G.node[leaf][node_label] + G[leaf][pattern[0]][edge_label] for leaf in pattern[1:3] ]\n", + " canonlist.sort()\n", + " canonkey0 = ''.join(canonlist)\n", + " canonkey_t = 'a' + G.node[pattern[3]][node_label] \\\n", + " + G.node[pattern[4]][node_label] + G[pattern[4]][pattern[3]][edge_label] \\\n", + " + G.node[pattern[0]][node_label] + G[pattern[0]][pattern[3]][edge_label] \\\n", + " + canonkey4 + canonkey0\n", + "# canonkey_t = 'a' + G.node[pattern[0]][node_label] + ''.join(canonlist) \\\n", + "# + G.node[pattern[3]][node_label] + G[pattern[3]][pattern[0]][edge_label] \\\n", + "# + G.node[pattern[4]][node_label] + G[pattern[4]][pattern[3]][edge_label]\n", + " treelet.append(canonkey_t)\n", + " canonkey_l.update(Counter(treelet))\n", + " print('\\n pattern 10: ', patterns['10'])\n", + " print(' treelet 10: ', treelet)\n", + " \n", + " # pattern 12\n", + " treelet = []\n", + " for pattern in patterns['12']:\n", + " canonlist0 = [ G.node[leaf][node_label] + G[leaf][pattern[0]][edge_label] for leaf in pattern[1:3] ]\n", + " canonlist0.sort()\n", + " canonlist3 = [ G.node[leaf][node_label] + G[leaf][pattern[3]][edge_label] for leaf in pattern[4:6] ]\n", + " canonlist3.sort()\n", + " canonkey_t1 = 'c' + G.node[pattern[0]][node_label] \\\n", + " + ''.join(canonlist0) \\\n", + " + G.node[pattern[3]][node_label] + G[pattern[3]][pattern[0]][edge_label] \\\n", + " + ''.join(canonlist3)\n", + " \n", + " canonkey_t2 = 'c' + G.node[pattern[3]][node_label] \\\n", + " + ''.join(canonlist3) \\\n", + " + G.node[pattern[0]][node_label] + G[pattern[0]][pattern[3]][edge_label] \\\n", + " + ''.join(canonlist0)\n", + " \n", + " treelet.append(canonkey_t1 if canonkey_t1 < canonkey_t2 else canonkey_t2)\n", + " canonkey_l.update(Counter(treelet))\n", + " print('\\n pattern 12: ', patterns['12'])\n", + " print(' treelet 12: ', treelet)\n", + " \n", + " # pattern 9\n", + " treelet = []\n", + " for pattern in patterns['9']:\n", + " canonkey2 = G.node[pattern[4]][node_label] + G[pattern[4]][pattern[2]][edge_label]\n", + " canonkey3 = G.node[pattern[5]][node_label] + G[pattern[5]][pattern[3]][edge_label]\n", + " prekey2 = G.node[pattern[2]][node_label] + G[pattern[2]][pattern[0]][edge_label]\n", + " prekey3 = G.node[pattern[3]][node_label] + G[pattern[3]][pattern[0]][edge_label]\n", + " if prekey2 + canonkey2 < prekey3 + canonkey3:\n", + " canonkey_t = G.node[pattern[1]][node_label] + G[pattern[1]][pattern[0]][edge_label] \\\n", + " + prekey2 + prekey3 + canonkey2 + canonkey3\n", + " else:\n", + " canonkey_t = G.node[pattern[1]][node_label] + G[pattern[1]][pattern[0]][edge_label] \\\n", + " + prekey3 + prekey2 + canonkey3 + canonkey2\n", + " treelet.append('9' + G.node[pattern[0]][node_label] + canonkey_t)\n", + " canonkey_l.update(Counter(treelet))\n", + " print('\\n pattern 9: ', patterns['9'])\n", + " print(' treelet 9: ', treelet)\n", + " \n", + "\n", + " \n", + " \n", + " print('\\n numbers of canonical keys: ', canonkey_l)\n", + " \n", + " \n", + " return canonkey_l\n", + " \n", + " return canonkey\n", + " \n", + "\n", + "def treeletkernel(*args, node_label = 'atom', edge_label = 'bond_type', labeled = True):\n", + " if len(args) == 1: # for a list of graphs\n", + " Gn = args[0]\n", + " Kmatrix = np.zeros((len(Gn), len(Gn)))\n", + "\n", + " start_time = time.time()\n", + " \n", + " for i in range(0, len(Gn)):\n", + " print(i)\n", + " for j in range(i, len(Gn)):\n", + " Kmatrix[i][j] = treeletkernel(Gn[i], Gn[j], labeled = labeled, node_label = node_label, edge_label = edge_label)\n", + " Kmatrix[j][i] = Kmatrix[i][j]\n", + "\n", + " run_time = time.time() - start_time\n", + " print(\"\\n --- treelet kernel matrix of size %d built in %s seconds ---\" % (len(Gn), run_time))\n", + " \n", + " return Kmatrix, run_time\n", + " \n", + " else: # for only 2 graphs\n", + " \n", + " G1 = args[0]\n", + " G = args[1]\n", + " kernel = 0\n", + " \n", + "# start_time = time.time()\n", + " \n", + " \n", + " canonkey2 = get_canonkey(G, node_label = node_label, edge_label = edge_label, labeled = labeled)\n", + " canonkey1 = get_canonkey(G1, node_label = node_label, edge_label = edge_label, labeled = labeled)\n", + " \n", + " keys = set(canonkey1.keys()) & set(canonkey2.keys()) # find same canonical keys in both graphs\n", + " vector1 = np.matrix([ (canonkey1[key] if (key in canonkey1.keys()) else 0) for key in keys ])\n", + "# print(vector1)\n", + " vector2 = np.matrix([ (canonkey2[key] if (key in canonkey2.keys()) else 0) for key in keys ]) \n", + " kernel = np.sum(np.exp(- np.square(vector1 - vector2) / 2))\n", + "# print(vector2)\n", + " \n", + " # labeling information\n", + " \n", + " # equal keys and graph isomorphism\n", + " \n", + "\n", + "# run_time = time.time() - start_time\n", + "# print(\"\\n --- treelet kernel built in %s seconds ---\" % (run_time))\n", + " \n", + "# print(kernel)\n", + " return kernel#, run_time\n", + " \n", + "if __name__ == '__main__':\n", + " main()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.5.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/.ipynb_checkpoints/run_weisfeilerLehmankernel_acyclic-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/run_weisfeilerLehmankernel_acyclic-checkpoint.ipynb new file mode 100644 index 0000000..08ef22a --- /dev/null +++ b/notebooks/.ipynb_checkpoints/run_weisfeilerLehmankernel_acyclic-checkpoint.ipynb @@ -0,0 +1,1972 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The line_profiler extension is already loaded. To reload it, use:\n", + " %reload_ext line_profiler\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 0 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 1.09183931350708 seconds ---\n", + "[[ 5. 6. 4. ..., 20. 20. 20.]\n", + " [ 6. 8. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 5. ..., 21. 21. 21.]\n", + " ..., \n", + " [ 20. 20. 21. ..., 101. 101. 101.]\n", + " [ 20. 20. 21. ..., 101. 101. 101.]\n", + " [ 20. 20. 21. ..., 101. 101. 101.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 17.681582\n", + "With standard deviation: 0.713183\n", + "\n", + " Mean performance on test set: 15.685879\n", + "With standard deviation: 4.139197\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 1 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 2.1553099155426025 seconds ---\n", + "[[ 10. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 16. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 10. ..., 22. 22. 24.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 130. 130. 122.]\n", + " [ 20. 20. 22. ..., 130. 130. 122.]\n", + " [ 20. 20. 24. ..., 122. 122. 154.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 6.270014\n", + "With standard deviation: 0.654734\n", + "\n", + " Mean performance on test set: 7.550458\n", + "With standard deviation: 2.331786\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 2 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 3.368663787841797 seconds ---\n", + "[[ 15. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 24. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 15. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 159. 151. 124.]\n", + " [ 20. 20. 22. ..., 151. 153. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 185.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 4.450682\n", + "With standard deviation: 0.882129\n", + "\n", + " Mean performance on test set: 9.728466\n", + "With standard deviation: 2.057669\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 3 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 4.480065822601318 seconds ---\n", + "[[ 20. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 32. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 20. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 188. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 168. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 202.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 2.270586\n", + "With standard deviation: 0.481516\n", + "\n", + " Mean performance on test set: 11.296110\n", + "With standard deviation: 2.799944\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 4 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 6.052642822265625 seconds ---\n", + "[[ 25. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 40. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 25. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 217. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 183. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 213.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 1.074035\n", + "With standard deviation: 0.637823\n", + "\n", + " Mean performance on test set: 12.808303\n", + "With standard deviation: 3.446939\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 5 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 7.731367111206055 seconds ---\n", + "[[ 30. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 48. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 30. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 246. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 198. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 224.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.700602\n", + "With standard deviation: 0.572640\n", + "\n", + " Mean performance on test set: 14.017923\n", + "With standard deviation: 3.675042\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 6 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 8.005469560623169 seconds ---\n", + "[[ 35. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 56. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 35. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 275. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 213. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 235.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691515\n", + "With standard deviation: 0.564620\n", + "\n", + " Mean performance on test set: 14.918434\n", + "With standard deviation: 3.805352\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 7 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 9.233726263046265 seconds ---\n", + "[[ 40. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 64. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 40. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 304. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 228. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 246.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691516\n", + "With standard deviation: 0.564620\n", + "\n", + " Mean performance on test set: 15.629476\n", + "With standard deviation: 3.865387\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 8 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 10.530746698379517 seconds ---\n", + "[[ 45. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 72. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 45. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 333. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 243. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 257.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691515\n", + "With standard deviation: 0.564620\n", + "\n", + " Mean performance on test set: 16.214369\n", + "With standard deviation: 3.928756\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 9 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 11.556112289428711 seconds ---\n", + "[[ 50. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 80. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 50. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 362. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 258. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 268.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691515\n", + "With standard deviation: 0.564620\n", + "\n", + " Mean performance on test set: 16.725744\n", + "With standard deviation: 3.993095\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 10 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 12.740600109100342 seconds ---\n", + "[[ 55. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 88. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 55. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 391. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 273. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 279.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691516\n", + "With standard deviation: 0.564621\n", + "\n", + " Mean performance on test set: 17.186401\n", + "With standard deviation: 4.056724\n", + "\n", + "\n", + " height RMSE_test std_test RMSE_train std_train k_time\n", + "-------- ----------- ---------- ------------ ----------- --------\n", + " 0 15.6859 4.1392 17.6816 0.713183 1.09184\n", + " 1 7.55046 2.33179 6.27001 0.654734 2.15531\n", + " 2 9.72847 2.05767 4.45068 0.882129 3.36866\n", + " 3 11.2961 2.79994 2.27059 0.481516 4.48007\n", + " 4 12.8083 3.44694 1.07403 0.637823 6.05264\n", + " 5 14.0179 3.67504 0.700602 0.57264 7.73137\n", + " 6 14.9184 3.80535 0.691515 0.56462 8.00547\n", + " 7 15.6295 3.86539 0.691516 0.56462 9.23373\n", + " 8 16.2144 3.92876 0.691515 0.56462 10.5307\n", + " 9 16.7257 3.9931 0.691515 0.56462 11.5561\n", + " 10 17.1864 4.05672 0.691516 0.564621 12.7406\n" + ] + } + ], + "source": [ + "%load_ext line_profiler\n", + "\n", + "import numpy as np\n", + "import sys\n", + "sys.path.insert(0, \"../\")\n", + "from pygraph.utils.utils import kernel_train_test\n", + "from pygraph.kernels.weisfeilerLehmanKernel import weisfeilerlehmankernel, _wl_subtreekernel_do\n", + "\n", + "datafile = '../../../../datasets/acyclic/Acyclic/dataset_bps.ds'\n", + "kernel_file_path = 'kernelmatrices_weisfeilerlehman_subtree_acyclic/'\n", + "\n", + "kernel_para = dict(node_label = 'atom', edge_label = 'bond_type')\n", + "\n", + "kernel_train_test(datafile, kernel_file_path, weisfeilerlehmankernel, kernel_para, \\\n", + " hyper_name = 'height', hyper_range = np.linspace(0, 10, 11), normalize = False)\n", + "\n", + "# %lprun -f _wl_subtreekernel_do \\\n", + "# kernel_train_test(datafile, kernel_file_path, weisfeilerlehmankernel, kernel_para, \\\n", + "# hyper_name = 'height', hyper_range = np.linspace(0, 10, 11), normalize = False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# results\n", + "\n", + "# with y normalization\n", + " height RMSE_test std_test RMSE_train std_train k_time\n", + "-------- ----------- ---------- ------------ ----------- --------\n", + " 0 36.2108 7.33179 38.6059 1.57064 0.379475\n", + " 1 9.00098 6.37145 6.76379 1.96568 0.844898\n", + " 2 19.8113 4.04911 5.28757 1.81899 1.35308\n", + " 3 25.0455 4.94276 2.3274 0.805733 1.81136\n", + " 4 28.2255 6.5212 0.85156 0.423465 2.23098\n", + " 5 30.6354 6.73647 3.35947 8.17561 2.71575\n", + " 6 32.1027 6.85601 3.54105 8.71922 3.11459\n", + " 7 32.9709 6.89606 6.94372 9.94045 3.55571\n", + " 8 33.5112 6.90753 6.97339 9.76975 3.79657\n", + " 9 33.8502 6.91427 11.8345 11.6213 4.41555\n", + " 10 34.0963 6.93115 11.4257 11.2624 4.94888\n", + "\n", + "# without y normalization\n", + " height RMSE_test std_test RMSE_train std_train k_time\n", + "-------- ----------- ---------- ------------ ----------- --------\n", + " 0 15.6859 4.1392 17.6816 0.713183 0.360443\n", + " 1 7.55046 2.33179 6.27001 0.654734 0.837389\n", + " 2 9.72847 2.05767 4.45068 0.882129 1.25317\n", + " 3 11.2961 2.79994 2.27059 0.481516 1.79971\n", + " 4 12.8083 3.44694 1.07403 0.637823 2.35346\n", + " 5 14.0179 3.67504 0.700602 0.57264 2.78285\n", + " 6 14.9184 3.80535 0.691515 0.56462 3.20764\n", + " 7 15.6295 3.86539 0.691516 0.56462 3.71648\n", + " 8 16.2144 3.92876 0.691515 0.56462 3.99213\n", + " 9 16.7257 3.9931 0.691515 0.56462 4.26315\n", + " 10 17.1864 4.05672 0.691516 0.564621 5.00918" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "- This script take as input a kernel matrix\n", + "and returns the classification or regression performance\n", + "- The kernel matrix can be calculated using any of the graph kernels approaches\n", + "- The criteria used for prediction are SVM for classification and kernel Ridge regression for regression\n", + "- For predition we divide the data in training, validation and test. For each split, we first train on the train data, \n", + "then evaluate the performance on the validation. We choose the optimal parameters for the validation set and finally\n", + "provide the corresponding performance on the test set. If more than one split is performed, the final results \n", + "correspond to the average of the performances on the test sets. \n", + "\n", + "@references\n", + " Elisabetta Ghisu, https://github.com/eghisu/GraphKernels/blob/master/GraphKernelsCollection/python_scripts/compute_perf_gk.py\n", + "\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 0 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 0.3920705318450928 seconds ---\n", + "[[ 5. 6. 4. ..., 20. 20. 20.]\n", + " [ 6. 8. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 5. ..., 21. 21. 21.]\n", + " ..., \n", + " [ 20. 20. 21. ..., 101. 101. 101.]\n", + " [ 20. 20. 21. ..., 101. 101. 101.]\n", + " [ 20. 20. 21. ..., 101. 101. 101.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 17.681582\n", + "With standard deviation: 0.713183\n", + "\n", + " Mean performance on test set: 15.685879\n", + "With standard deviation: 4.139197\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 1 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 0.8578901290893555 seconds ---\n", + "[[ 10. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 16. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 10. ..., 22. 22. 24.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 130. 130. 122.]\n", + " [ 20. 20. 22. ..., 130. 130. 122.]\n", + " [ 20. 20. 24. ..., 122. 122. 154.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 6.270014\n", + "With standard deviation: 0.654734\n", + "\n", + " Mean performance on test set: 7.550458\n", + "With standard deviation: 2.331786\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 2 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 1.264050006866455 seconds ---\n", + "[[ 15. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 24. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 15. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 159. 151. 124.]\n", + " [ 20. 20. 22. ..., 151. 153. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 185.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 4.450682\n", + "With standard deviation: 0.882129\n", + "\n", + " Mean performance on test set: 9.728466\n", + "With standard deviation: 2.057669\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 3 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 1.731236219406128 seconds ---\n", + "[[ 20. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 32. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 20. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 188. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 168. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 202.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 2.270586\n", + "With standard deviation: 0.481516\n", + "\n", + " Mean performance on test set: 11.296110\n", + "With standard deviation: 2.799944\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 4 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 2.1112847328186035 seconds ---\n", + "[[ 25. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 40. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 25. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 217. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 183. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 213.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 1.074035\n", + "With standard deviation: 0.637823\n", + "\n", + " Mean performance on test set: 12.808303\n", + "With standard deviation: 3.446939\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 5 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 2.4751319885253906 seconds ---\n", + "[[ 30. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 48. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 30. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 246. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 198. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 224.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.700602\n", + "With standard deviation: 0.572640\n", + "\n", + " Mean performance on test set: 14.017923\n", + "With standard deviation: 3.675042\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 6 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 2.8712213039398193 seconds ---\n", + "[[ 35. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 56. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 35. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 275. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 213. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 235.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691515\n", + "With standard deviation: 0.564620\n", + "\n", + " Mean performance on test set: 14.918434\n", + "With standard deviation: 3.805352\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 7 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 3.554422378540039 seconds ---\n", + "[[ 40. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 64. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 40. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 304. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 228. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 246.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691516\n", + "With standard deviation: 0.564620\n", + "\n", + " Mean performance on test set: 15.629476\n", + "With standard deviation: 3.865387\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 8 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 3.8757314682006836 seconds ---\n", + "[[ 45. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 72. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 45. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 333. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 243. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 257.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691515\n", + "With standard deviation: 0.564620\n", + "\n", + " Mean performance on test set: 16.214369\n", + "With standard deviation: 3.928756\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 9 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 4.205373764038086 seconds ---\n", + "[[ 50. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 80. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 50. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 362. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 258. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 268.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691515\n", + "With standard deviation: 0.564620\n", + "\n", + " Mean performance on test set: 16.725744\n", + "With standard deviation: 3.993095\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 10 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 4.737298250198364 seconds ---\n", + "[[ 55. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 88. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 55. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 391. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 273. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 279.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691516\n", + "With standard deviation: 0.564621\n", + "\n", + " Mean performance on test set: 17.186401\n", + "With standard deviation: 4.056724\n", + "\n", + "\n", + " height RMSE_test std_test RMSE_train std_train k_time\n", + "-------- ----------- ---------- ------------ ----------- --------\n", + " 0 15.6859 4.1392 17.6816 0.713183 0.392071\n", + " 1 7.55046 2.33179 6.27001 0.654734 0.85789\n", + " 2 9.72847 2.05767 4.45068 0.882129 1.26405\n", + " 3 11.2961 2.79994 2.27059 0.481516 1.73124\n", + " 4 12.8083 3.44694 1.07403 0.637823 2.11128\n", + " 5 14.0179 3.67504 0.700602 0.57264 2.47513\n", + " 6 14.9184 3.80535 0.691515 0.56462 2.87122\n", + " 7 15.6295 3.86539 0.691516 0.56462 3.55442\n", + " 8 16.2144 3.92876 0.691515 0.56462 3.87573\n", + " 9 16.7257 3.9931 0.691515 0.56462 4.20537\n", + " 10 17.1864 4.05672 0.691516 0.564621 4.7373\n" + ] + } + ], + "source": [ + "# test of WL subtree kernel\n", + "\n", + "\"\"\"\n", + "- This script take as input a kernel matrix\n", + "and returns the classification or regression performance\n", + "- The kernel matrix can be calculated using any of the graph kernels approaches\n", + "- The criteria used for prediction are SVM for classification and kernel Ridge regression for regression\n", + "- For predition we divide the data in training, validation and test. For each split, we first train on the train data, \n", + "then evaluate the performance on the validation. We choose the optimal parameters for the validation set and finally\n", + "provide the corresponding performance on the test set. If more than one split is performed, the final results \n", + "correspond to the average of the performances on the test sets. \n", + "\n", + "@references\n", + " Elisabetta Ghisu, https://github.com/eghisu/GraphKernels/blob/master/GraphKernelsCollection/python_scripts/compute_perf_gk.py\n", + "\"\"\"\n", + "\n", + "print(__doc__)\n", + "\n", + "import sys\n", + "import os\n", + "import pathlib\n", + "from collections import OrderedDict\n", + "sys.path.insert(0, \"../\")\n", + "from tabulate import tabulate\n", + "\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from pygraph.kernels.weisfeilerLehmanKernel import weisfeilerlehmankernel\n", + "from pygraph.utils.graphfiles import loadDataset\n", + "from pygraph.utils.utils import split_train_test\n", + "\n", + "train_means_list = []\n", + "train_stds_list = []\n", + "test_means_list = []\n", + "test_stds_list = []\n", + "kernel_time_list = []\n", + "\n", + "for height in np.linspace(0, 10, 11):\n", + " print('\\n\\n #--- calculating kernel matrix when subtree height = %d ---#' % height)\n", + "\n", + " print('\\n Loading dataset from file...')\n", + " dataset, y = loadDataset(\"../../../../datasets/acyclic/Acyclic/dataset_bps.ds\")\n", + " y = np.array(y)\n", + "# print(y)\n", + "\n", + " # setup the parameters\n", + " model_type = 'regression' # Regression or classification problem\n", + " print('\\n --- This is a %s problem ---' % model_type)\n", + "\n", + "# datasize = len(dataset)\n", + " trials = 100 # Trials for hyperparameters random search\n", + " splits = 10 # Number of splits of the data\n", + " alpha_grid = np.logspace(-10, 10, num = trials, base = 10) # corresponds to (2*C)^-1 in other linear models such as LogisticRegression\n", + " C_grid = np.logspace(-10, 10, num = trials, base = 10)\n", + "\n", + "\n", + " # set the output path\n", + " kernel_file_path = 'kernelmatrices_weisfeilerlehman_subtree_acyclic/'\n", + " if not os.path.exists(kernel_file_path):\n", + " os.makedirs(kernel_file_path)\n", + "\n", + " \"\"\"\n", + " - Here starts the main program\n", + " - First we permute the data, then for each split we evaluate corresponding performances\n", + " - In the end, the performances are averaged over the test sets\n", + " \"\"\"\n", + "\n", + " # save kernel matrices to files / read kernel matrices from files\n", + " kernel_file = kernel_file_path + 'km.ds'\n", + " path = pathlib.Path(kernel_file)\n", + " # get train set kernel matrix\n", + " if path.is_file():\n", + " print('\\n Loading the kernel matrix from file...')\n", + " Kmatrix = np.loadtxt(kernel_file)# results\n", + " print(Kmatrix)\n", + " else:\n", + " print('\\n Calculating kernel matrix, this could take a while...')\n", + " Kmatrix, run_time = weisfeilerlehmankernel(dataset, node_label = 'atom', height = int(height))\n", + " kernel_time_list.append(run_time)\n", + " print(Kmatrix)\n", + " print('\\n Saving kernel matrix to file...')\n", + " # np.savetxt(kernel_file, Kmatrix)\n", + "\n", + " train_mean, train_std, test_mean, test_std = \\\n", + " split_train_test(Kmatrix, y, alpha_grid, C_grid, splits, trials, model_type, normalize = False)\n", + " \n", + " train_means_list.append(train_mean)\n", + " train_stds_list.append(train_std)\n", + " test_means_list.append(test_mean)\n", + " test_stds_list.append(test_std)\n", + " \n", + "print('\\n') \n", + "table_dict = {'height': np.linspace(0, 10, 11), 'RMSE_test': test_means_list, 'std_test': test_stds_list, \\\n", + " 'RMSE_train': train_means_list, 'std_train': train_stds_list, 'k_time': kernel_time_list}\n", + "keyorder = ['height', 'RMSE_test', 'std_test', 'RMSE_train', 'std_train', 'k_time']\n", + "print(tabulate(OrderedDict(sorted(table_dict.items(), key = lambda i:keyorder.index(i[0]))), headers='keys'))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'O', 'C'}\n", + "{'O', 'C'}\n", + "--- shortest path kernel built in 0.0002582073211669922 seconds ---\n", + "3\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[(0, {'label': 'C'}), (1, {'label': 'C'}), (2, {'label': 'C'}), (3, {'label': 'C'}), (4, {'label': 'O'})]\n", + " -> \n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[(0, {'label': 'CC'}), (1, {'label': 'CC'}), (2, {'label': 'CO'}), (3, {'label': 'CCCO'}), (4, {'label': 'OCC'})]\n", + " -> \n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[(0, {'label': 'C'}), (1, {'label': 'C'}), (2, {'label': 'C'}), (3, {'label': 'C'}), (4, {'label': 'C'}), (5, {'label': 'C'}), (6, {'label': 'O'})]\n", + " -> \n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[(0, {'label': 'CC'}), (1, {'label': 'CC'}), (2, {'label': 'CC'}), (3, {'label': 'CO'}), (4, {'label': 'CCCC'}), (5, {'label': 'CCCO'}), (6, {'label': 'OCC'})]\n", + " -> \n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[(0, {'label': '0'}), (1, {'label': '0'}), (2, {'label': '0'}), (3, {'label': '3'}), (4, {'label': '4'}), (5, {'label': '1'}), (6, {'label': '2'})]\n", + "--- shortest path kernel built in 0.00026607513427734375 seconds ---\n", + "6\n" + ] + } + ], + "source": [ + "import sys\n", + "import networkx as nx\n", + "sys.path.insert(0, \"../\")\n", + "from pygraph.utils.graphfiles import loadDataset\n", + "from pygraph.kernels.spkernel import spkernel\n", + "\n", + "import matplotlib.pyplot as plt\n", + "\n", + "\n", + "def weisfeilerlehman_test(G):\n", + " '''\n", + " Weisfeiler-Lehman test of graph isomorphism.\n", + " '''\n", + "\n", + " nx.draw_networkx(G)\n", + " plt.show()\n", + " nx.draw_networkx_labels(G, nx.spring_layout(G), labels = nx.get_node_attributes(G,'label'))\n", + " print(G.nodes(data = True))\n", + " \n", + " set_multisets = []\n", + " for node in G.nodes(data = True):\n", + " # Multiset-label determination.\n", + " multiset = [ G.node[neighbors]['label'] for neighbors in G[node[0]] ]\n", + " # sorting each multiset\n", + " multiset.sort()\n", + " multiset = node[1]['label'] + ''.join(multiset) # concatenate to a string and add the prefix \n", + " set_multisets.append(multiset)\n", + " \n", + " # label compression\n", + "# set_multisets.sort() # this is unnecessary\n", + " set_unique = list(set(set_multisets)) # set of unique multiset labels\n", + " set_compressed = { value : str(set_unique.index(value)) for value in set_unique } # assign indices as the new labels\n", + "# print(set_compressed)\n", + "# print(set_multisets)\n", + " \n", + " # relabel nodes with multisets\n", + " for node in G.nodes(data = True):\n", + " node[1]['label'] = set_multisets[node[0]]\n", + " print(' -> ')\n", + " nx.draw_networkx(G)\n", + " plt.show()\n", + " print(G.nodes(data = True))\n", + "\n", + " \n", + " # relabel nodes\n", + " for node in G.nodes(data = True):\n", + " node[1]['label'] = set_compressed[set_multisets[node[0]]]\n", + " \n", + " print(' -> ')\n", + " nx.draw_networkx(G)\n", + " plt.show()\n", + " print(G.nodes(data = True))\n", + "\n", + "dataset, y = loadDataset(\"../../../../datasets/acyclic/Acyclic/dataset_bps.ds\")\n", + "G1 = dataset[12]\n", + "G2 = dataset[55]\n", + "\n", + "# init.\n", + "kernel = 0 # init kernel\n", + "num_nodes1 = G1.number_of_nodes()\n", + "num_nodes2 = G2.number_of_nodes()\n", + "\n", + "# the first iteration.\n", + "labelset1 = { G1.nodes(data = True)[i]['label'] for i in range(num_nodes1) }\n", + "labelset2 = { G2.nodes(data = True)[i]['label'] for i in range(num_nodes2) }\n", + "print(labelset1)\n", + "print(labelset2)\n", + "kernel += spkernel(G1, G2)\n", + "print(kernel)\n", + "\n", + "\n", + "\n", + "for height in range(0, min(num_nodes1, num_nodes2)): #Q how to determine the upper bound of the height?\n", + " if labelset1 != labelset2:\n", + " break\n", + " \n", + " # Weisfeiler-Lehman test of graph isomorphism.\n", + " weisfeilerlehman_test(G1)\n", + " weisfeilerlehman_test(G2)\n", + " \n", + " # calculate kernel\n", + " kernel += spkernel(G1, G2)\n", + " \n", + " # get label sets of both graphs\n", + " labelset1 = { G1.nodes(data = True)[i]['label'] for i in range(num_nodes1) }\n", + " labelset2 = { G2.nodes(data = True)[i]['label'] for i in range(num_nodes2) }\n", + "# print(labelset1)\n", + "# print(labelset2)\n", + "\n", + "print(kernel)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'O', 6: 'O'}\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'S', 7: 'S'}\n", + "\n", + " --- height = 0 --- \n", + "\n", + " --- for graph 0 --- \n", + "\n", + "labels_ori: ['C', 'C', 'C', 'C', 'C', 'O', 'O']\n", + "all_labels_ori: {'C', 'O'}\n", + "num_of_each_label: {'C': 5, 'O': 2}\n", + "all_num_of_each_label: [{'C': 5, 'O': 2}]\n", + "num_of_labels: 2\n", + "all_labels_ori: {'C', 'O'}\n", + "\n", + " --- for graph 1 --- \n", + "\n", + "labels_ori: ['C', 'C', 'C', 'C', 'C', 'C', 'S', 'S']\n", + "all_labels_ori: {'C', 'O', 'S'}\n", + "num_of_each_label: {'C': 6, 'S': 2}\n", + "all_num_of_each_label: [{'C': 5, 'O': 2}, {'C': 6, 'S': 2}]\n", + "num_of_labels: 2\n", + "all_labels_ori: {'C', 'O', 'S'}\n", + "\n", + " all_num_of_labels_occured: 3\n", + "\n", + " --- calculating kernel matrix ---\n", + "\n", + " labels: {'C', 'O'}\n", + "vector1: [[5 2]]\n", + "vector2: [[5 2]]\n", + "Kmatrix: [[ 29. 0.]\n", + " [ 0. 0.]]\n", + "\n", + " labels: {'C', 'O', 'S'}\n", + "vector1: [[5 2 0]]\n", + "vector2: [[6 0 2]]\n", + "Kmatrix: [[ 29. 30.]\n", + " [ 30. 0.]]\n", + "\n", + " labels: {'C', 'S'}\n", + "vector1: [[6 2]]\n", + "vector2: [[6 2]]\n", + "Kmatrix: [[ 29. 30.]\n", + " [ 30. 40.]]\n", + "\n", + " --- height = 1 --- \n", + "\n", + " --- for graph 0 --- \n", + "\n", + "multiset: ['CC', 'CC', 'CCO', 'CCO', 'COO', 'OCC', 'OCC']\n", + "set_unique: ['OCC', 'COO', 'CCO', 'CC']\n", + "set_compressed: {'OCC': '4', 'COO': '5', 'CCO': '6', 'CC': '7'}\n", + "all_set_compressed: {'OCC': '4', 'COO': '5', 'CCO': '6', 'CC': '7'}\n", + "num_of_labels_occured: 7\n", + "\n", + " compressed labels: {0: '7', 1: '7', 2: '6', 3: '6', 4: '5', 5: '4', 6: '4'}\n", + "labels_comp: ['7', '7', '6', '6', '5', '4', '4']\n", + "all_labels_ori: {'5', '4', '6', '7'}\n", + "num_of_each_label: {'5': 1, '4': 2, '6': 2, '7': 2}\n", + "all_num_of_each_label: [{'5': 1, '4': 2, '6': 2, '7': 2}]\n", + "\n", + " --- for graph 1 --- \n", + "\n", + "multiset: ['CC', 'CC', 'CC', 'CCS', 'CCS', 'CCSS', 'SCC', 'SCC']\n", + "set_unique: ['SCC', 'CC', 'CCS', 'CCSS']\n", + "set_compressed: {'SCC': '8', 'CC': '7', 'CCS': '9', 'CCSS': '10'}\n", + "all_set_compressed: {'SCC': '8', 'COO': '5', 'CCS': '9', 'OCC': '4', 'CCO': '6', 'CCSS': '10', 'CC': '7'}\n", + "num_of_labels_occured: 10\n", + "\n", + " compressed labels: {0: '7', 1: '7', 2: '7', 3: '9', 4: '9', 5: '10', 6: '8', 7: '8'}\n", + "labels_comp: ['7', '7', '7', '9', '9', '10', '8', '8']\n", + "all_labels_ori: {'10', '4', '7', '9', '6', '5', '8'}\n", + "num_of_each_label: {'10': 1, '9': 2, '7': 3, '8': 2}\n", + "all_num_of_each_label: [{'5': 1, '4': 2, '6': 2, '7': 2}, {'10': 1, '9': 2, '7': 3, '8': 2}]\n", + "\n", + " all_num_of_labels_occured: 10\n", + "\n", + " --- calculating kernel matrix ---\n", + "\n", + " labels: {'5', '4', '6', '7'}\n", + "vector1: [[1 2 2 2]]\n", + "vector2: [[1 2 2 2]]\n", + "\n", + " labels: {'10', '4', '7', '9', '6', '5', '8'}\n", + "vector1: [[0 2 2 0 2 1 0]]\n", + "vector2: [[1 0 3 2 0 0 2]]\n", + "\n", + " labels: {'8', '10', '7', '9'}\n", + "vector1: [[2 1 3 2]]\n", + "vector2: [[2 1 3 2]]\n", + "\n", + " Kmatrix: [[ 42. 36.]\n", + " [ 36. 58.]]\n", + "\n", + " --- height = 2 --- \n", + "\n", + " --- for graph 0 --- \n", + "\n", + "multiset: ['76', '76', '647', '647', '544', '456', '456']\n", + "set_unique: ['647', '76', '456', '544']\n", + "set_compressed: {'647': '11', '76': '12', '544': '14', '456': '13'}\n", + "all_set_compressed: {'647': '11', '76': '12', '456': '13', '544': '14'}\n", + "num_of_labels_occured: 14\n", + "\n", + " compressed labels: {0: '12', 1: '12', 2: '11', 3: '11', 4: '14', 5: '13', 6: '13'}\n", + "labels_comp: ['12', '12', '11', '11', '14', '13', '13']\n", + "all_labels_ori: {'14', '12', '11', '13'}\n", + "num_of_each_label: {'14': 1, '13': 2, '12': 2, '11': 2}\n", + "all_num_of_each_label: [{'14': 1, '13': 2, '12': 2, '11': 2}]\n", + "\n", + " --- for graph 1 --- \n", + "\n", + "multiset: ['79', '79', '710', '978', '978', '10788', '8109', '8109']\n", + "set_unique: ['710', '8109', '79', '10788', '978']\n", + "set_compressed: {'710': '15', '79': '17', '8109': '16', '978': '19', '10788': '18'}\n", + "all_set_compressed: {'710': '15', '79': '17', '978': '19', '10788': '18', '8109': '16', '456': '13', '544': '14', '647': '11', '76': '12'}\n", + "num_of_labels_occured: 19\n", + "\n", + " compressed labels: {0: '17', 1: '17', 2: '15', 3: '19', 4: '19', 5: '18', 6: '16', 7: '16'}\n", + "labels_comp: ['17', '17', '15', '19', '19', '18', '16', '16']\n", + "all_labels_ori: {'18', '19', '12', '13', '17', '11', '14', '16', '15'}\n", + "num_of_each_label: {'15': 1, '17': 2, '19': 2, '16': 2, '18': 1}\n", + "all_num_of_each_label: [{'14': 1, '13': 2, '12': 2, '11': 2}, {'15': 1, '17': 2, '19': 2, '16': 2, '18': 1}]\n", + "\n", + " all_num_of_labels_occured: 19\n", + "\n", + " --- calculating kernel matrix ---\n", + "\n", + " labels: {'14', '12', '11', '13'}\n", + "vector1: [[1 2 2 2]]\n", + "vector2: [[1 2 2 2]]\n", + "\n", + " labels: {'18', '19', '12', '13', '17', '11', '14', '16', '15'}\n", + "vector1: [[0 0 2 2 0 2 1 0 0]]\n", + "vector2: [[1 2 0 0 2 0 0 2 1]]\n", + "\n", + " labels: {'18', '17', '15', '16', '19'}\n", + "vector1: [[1 2 1 2 2]]\n", + "vector2: [[1 2 1 2 2]]\n", + "\n", + " Kmatrix: [[ 55. 36.]\n", + " [ 36. 72.]]\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel built in 0.0034377574920654297 seconds ---\n" + ] + }, + { + "data": { + "text/plain": [ + "array([[ 55., 36.],\n", + " [ 36., 72.]])" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# test of WL subtree kernel on many graphs\n", + "\n", + "import sys\n", + "import pathlib\n", + "from collections import Counter\n", + "sys.path.insert(0, \"../\")\n", + "\n", + "import networkx as nx\n", + "import numpy as np\n", + "import time\n", + "\n", + "from pygraph.kernels.spkernel import spkernel\n", + "from pygraph.kernels.pathKernel import pathkernel\n", + "\n", + "def weisfeilerlehmankernel(*args, height = 0, base_kernel = 'subtree'):\n", + " \"\"\"Calculate Weisfeiler-Lehman kernels between graphs.\n", + " \n", + " Parameters\n", + " ----------\n", + " Gn : List of NetworkX graph\n", + " List of graphs between which the kernels are calculated.\n", + " /\n", + " G1, G2 : NetworkX graphs\n", + " 2 graphs between which the kernel is calculated.\n", + " \n", + " height : subtree height\n", + " \n", + " base_kernel : base kernel used in each iteration of WL kernel\n", + " the default base kernel is subtree kernel\n", + " \n", + " Return\n", + " ------\n", + " Kmatrix/Kernel : Numpy matrix/int\n", + " Kernel matrix, each element of which is the Weisfeiler-Lehman kernel between 2 praphs. / Weisfeiler-Lehman Kernel between 2 graphs.\n", + " \n", + " Notes\n", + " -----\n", + " This function now supports WL subtree kernel and WL shortest path kernel.\n", + " \n", + " References\n", + " ----------\n", + " [1] Shervashidze N, Schweitzer P, Leeuwen EJ, Mehlhorn K, Borgwardt KM. Weisfeiler-lehman graph kernels. Journal of Machine Learning Research. 2011;12(Sep):2539-61.\n", + " \"\"\"\n", + " if len(args) == 1: # for a list of graphs\n", + "\n", + "# print(args)\n", + " start_time = time.time()\n", + " \n", + " # for WL subtree kernel\n", + " if base_kernel == 'subtree': \n", + " Kmatrix = _wl_subtreekernel_do(args[0], height = height, base_kernel = 'subtree')\n", + " \n", + " # for WL edge kernel\n", + " elif base_kernel == 'edge':\n", + " print('edge')\n", + " \n", + " # for WL shortest path kernel\n", + " elif base_kernel == 'sp':\n", + " Gn = args[0]\n", + " Kmatrix = np.zeros((len(Gn), len(Gn)))\n", + " \n", + " for i in range(0, len(Gn)):\n", + " for j in range(i, len(Gn)):\n", + " Kmatrix[i][j] = _weisfeilerlehmankernel_do(Gn[i], Gn[j])\n", + " Kmatrix[j][i] = Kmatrix[i][j]\n", + "\n", + " print(\"\\n --- Weisfeiler-Lehman %s kernel matrix of size %d built in %s seconds ---\" % (base_kernel, len(args[0]), (time.time() - start_time)))\n", + " \n", + " return Kmatrix\n", + " \n", + " else: # for only 2 graphs\n", + " \n", + " start_time = time.time()\n", + " \n", + " # for WL subtree kernel\n", + " if base_kernel == 'subtree':\n", + " \n", + " args = [args[0], args[1]]\n", + "# print(args)\n", + " kernel = _wl_subtreekernel_do(args, height = height, base_kernel = 'subtree')\n", + " \n", + " # for WL edge kernel\n", + " elif base_kernel == 'edge':\n", + " print('edge')\n", + " \n", + " # for WL shortest path kernel\n", + " elif base_kernel == 'sp':\n", + " \n", + "\n", + " kernel = _pathkernel_do(args[0], args[1])\n", + "\n", + " print(\"\\n --- Weisfeiler-Lehman %s kernel built in %s seconds ---\" % (base_kernel, time.time() - start_time))\n", + " \n", + " return kernel\n", + " \n", + " \n", + "def _weisfeilerlehmankernel_do(G1, G2):\n", + " \"\"\"Calculate Weisfeiler-Lehman kernels between 2 graphs. This kernel use shortest path kernel to calculate kernel between two graphs in each iteration.\n", + " \n", + " Parameters\n", + " ----------\n", + " G1, G2 : NetworkX graphs\n", + " 2 graphs between which the kernel is calculated.\n", + " \n", + " Return\n", + " ------\n", + " Kernel : int\n", + " Weisfeiler-Lehman Kernel between 2 graphs.\n", + " \"\"\"\n", + " \n", + " # init.\n", + " kernel = 0 # init kernel\n", + " num_nodes1 = G1.number_of_nodes()\n", + " num_nodes2 = G2.number_of_nodes()\n", + " height = 12 #min(num_nodes1, num_nodes2)) #Q how to determine the upper bound of the height?\n", + " \n", + " # the first iteration.\n", + " labelset1 = { G1.nodes(data = True)[i]['label'] for i in range(num_nodes1) }\n", + " labelset2 = { G2.nodes(data = True)[i]['label'] for i in range(num_nodes2) }\n", + " kernel += pathkernel(G1, G2) # change your base kernel here (and one more below)\n", + " \n", + " for h in range(0, height):\n", + "# if labelset1 != labelset2:\n", + "# break\n", + "\n", + " # Weisfeiler-Lehman test of graph isomorphism.\n", + " relabel(G1)\n", + " relabel(G2)\n", + "\n", + " # calculate kernel\n", + " kernel += pathkernel(G1, G2) # change your base kernel here (and one more before)\n", + "\n", + " # get label sets of both graphs\n", + " labelset1 = { G1.nodes(data = True)[i]['label'] for i in range(num_nodes1) }\n", + " labelset2 = { G2.nodes(data = True)[i]['label'] for i in range(num_nodes2) }\n", + " \n", + " return kernel\n", + "\n", + "\n", + "def relabel(G):\n", + " '''\n", + " Relabel nodes in graph G in one iteration of the 1-dim. WL test of graph isomorphism.\n", + " \n", + " Parameters\n", + " ----------\n", + " G : NetworkX graph\n", + " The graphs whose nodes are relabeled.\n", + " '''\n", + " \n", + " # get the set of original labels\n", + " labels_ori = list(nx.get_node_attributes(G, 'label').values())\n", + " print(labels_ori)\n", + " num_of_each_label = dict(Counter(labels_ori))\n", + " print(num_of_each_label)\n", + " num_of_labels = len(num_of_each_label)\n", + " print(num_of_labels)\n", + " \n", + " set_multisets = []\n", + " for node in G.nodes(data = True):\n", + " # Multiset-label determination.\n", + " multiset = [ G.node[neighbors]['label'] for neighbors in G[node[0]] ]\n", + " # sorting each multiset\n", + " multiset.sort()\n", + " multiset = node[1]['label'] + ''.join(multiset) # concatenate to a string and add the prefix \n", + " set_multisets.append(multiset)\n", + " print(set_multisets)\n", + " \n", + " # label compression\n", + "# set_multisets.sort() # this is unnecessary\n", + " set_unique = list(set(set_multisets)) # set of unique multiset labels\n", + " print(set_unique)\n", + " set_compressed = { value : str(set_unique.index(value) + num_of_labels + 1) for value in set_unique } # assign new labels\n", + " print(set_compressed)\n", + " \n", + " # relabel nodes\n", + "# nx.relabel_nodes(G, set_compressed, copy = False)\n", + " for node in G.nodes(data = True):\n", + " node[1]['label'] = set_compressed[set_multisets[node[0]]]\n", + " print(nx.get_node_attributes(G, 'label'))\n", + "\n", + " # get the set of compressed labels\n", + " labels_comp = list(nx.get_node_attributes(G, 'label').values())\n", + " print(labels_comp)\n", + " num_of_each_label.update(dict(Counter(labels_comp)))\n", + " print(num_of_each_label)\n", + " \n", + " \n", + "def _wl_subtreekernel_do(*args, height = 0, base_kernel = 'subtree'):\n", + " \"\"\"Calculate Weisfeiler-Lehman subtree kernels between graphs.\n", + " \n", + " Parameters\n", + " ----------\n", + " Gn : List of NetworkX graph\n", + " List of graphs between which the kernels are calculated.\n", + " \n", + " Return\n", + " ------\n", + " Kmatrix/Kernel : Numpy matrix/int\n", + " Kernel matrix, each element of which is the Weisfeiler-Lehman kernel between 2 praphs.\n", + " \"\"\"\n", + " \n", + "# print(args)\n", + " Gn = args[0]\n", + "# print(Gn)\n", + "\n", + " Kmatrix = np.zeros((len(Gn), len(Gn)))\n", + " all_num_of_labels_occured = 0 # number of the set of letters that occur before as node labels at least once in all graphs\n", + " \n", + " # initial for height = 0\n", + " print('\\n --- height = 0 --- ')\n", + " all_labels_ori = set() # all unique orignal labels in all graphs in this iteration\n", + " all_num_of_each_label = [] # number of occurence of each label in each graph in this iteration\n", + " all_set_compressed = {} # a dictionary mapping original labels to new ones in all graphs in this iteration\n", + " num_of_labels_occured = all_num_of_labels_occured # number of the set of letters that occur before as node labels at least once in all graphs\n", + "\n", + " # for each graph\n", + " for idx, G in enumerate(Gn):\n", + " # get the set of original labels\n", + " print('\\n --- for graph %d --- \\n' % (idx))\n", + " labels_ori = list(nx.get_node_attributes(G, 'label').values())\n", + " print('labels_ori: %s' % (labels_ori))\n", + " all_labels_ori.update(labels_ori)\n", + " print('all_labels_ori: %s' % (all_labels_ori))\n", + " num_of_each_label = dict(Counter(labels_ori)) # number of occurence of each label in graph\n", + " print('num_of_each_label: %s' % (num_of_each_label))\n", + " all_num_of_each_label.append(num_of_each_label)\n", + " print('all_num_of_each_label: %s' % (all_num_of_each_label))\n", + " num_of_labels = len(num_of_each_label) # number of all unique labels\n", + " print('num_of_labels: %s' % (num_of_labels))\n", + " \n", + "\n", + " all_labels_ori.update(labels_ori)\n", + " print('all_labels_ori: %s' % (all_labels_ori))\n", + " \n", + " all_num_of_labels_occured += len(all_labels_ori)\n", + " print('\\n all_num_of_labels_occured: %s' % (all_num_of_labels_occured))\n", + " \n", + " # calculate subtree kernel with the 0th iteration and add it to the final kernel\n", + " print('\\n --- calculating kernel matrix ---')\n", + " for i in range(0, len(Gn)):\n", + " for j in range(i, len(Gn)):\n", + " labels = set(list(all_num_of_each_label[i].keys()) + list(all_num_of_each_label[j].keys()))\n", + " print('\\n labels: %s' % (labels))\n", + " vector1 = np.matrix([ (all_num_of_each_label[i][label] if (label in all_num_of_each_label[i].keys()) else 0) for label in labels ])\n", + " vector2 = np.matrix([ (all_num_of_each_label[j][label] if (label in all_num_of_each_label[j].keys()) else 0) for label in labels ])\n", + " print('vector1: %s' % (vector1))\n", + " print('vector2: %s' % (vector2))\n", + " Kmatrix[i][j] += np.dot(vector1, vector2.transpose())\n", + " Kmatrix[j][i] = Kmatrix[i][j]\n", + " print('Kmatrix: %s' % (Kmatrix))\n", + "\n", + " \n", + " # iterate each height\n", + " for h in range(1, height + 1):\n", + " print('\\n --- height = %d --- ' % (h))\n", + " all_set_compressed = {} # a dictionary mapping original labels to new ones in all graphs in this iteration\n", + " num_of_labels_occured = all_num_of_labels_occured # number of the set of letters that occur before as node labels at least once in all graphs\n", + " all_labels_ori = set()\n", + " all_num_of_each_label = []\n", + " \n", + " # for each graph\n", + " for idx, G in enumerate(Gn):\n", + "# # get the set of original labels\n", + " print('\\n --- for graph %d --- \\n' % (idx))\n", + "# labels_ori = list(nx.get_node_attributes(G, 'label').values())\n", + "# print('labels_ori: %s' % (labels_ori))\n", + "# num_of_each_label = dict(Counter(labels_ori)) # number of occurence of each label in graph\n", + "# print('num_of_each_label: %s' % (num_of_each_label))\n", + "# num_of_labels = len(num_of_each_label) # number of all unique labels\n", + "# print('num_of_labels: %s' % (num_of_labels))\n", + " \n", + "# all_labels_ori.update(labels_ori)\n", + "# print('all_labels_ori: %s' % (all_labels_ori))\n", + "# # num_of_labels_occured += num_of_labels #@todo not precise\n", + "# num_of_labels_occured = all_num_of_labels_occured + len(all_labels_ori) + len(all_set_compressed)\n", + "# print('num_of_labels_occured: %s' % (num_of_labels_occured))\n", + " \n", + " set_multisets = []\n", + " for node in G.nodes(data = True):\n", + " # Multiset-label determination.\n", + " multiset = [ G.node[neighbors]['label'] for neighbors in G[node[0]] ]\n", + " # sorting each multiset\n", + " multiset.sort()\n", + " multiset = node[1]['label'] + ''.join(multiset) # concatenate to a string and add the prefix \n", + " set_multisets.append(multiset)\n", + " print('multiset: %s' % (set_multisets))\n", + "\n", + " # label compression\n", + " # set_multisets.sort() # this is unnecessary\n", + " set_unique = list(set(set_multisets)) # set of unique multiset labels\n", + " print('set_unique: %s' % (set_unique))\n", + " # a dictionary mapping original labels to new ones. \n", + " set_compressed = {}\n", + " # if a label occured before, assign its former compressed label, else assign the number of labels occured + 1 as the compressed label \n", + " for value in set_unique:\n", + " if value in all_set_compressed.keys():\n", + " set_compressed.update({ value : all_set_compressed[value] })\n", + " else:\n", + " set_compressed.update({ value : str(num_of_labels_occured + 1) })\n", + " num_of_labels_occured += 1\n", + "# set_compressed = { value : (all_set_compressed[value] if value in all_set_compressed.keys() else str(set_unique.index(value) + num_of_labels_occured + 1)) for value in set_unique }\n", + " print('set_compressed: %s' % (set_compressed))\n", + " \n", + " all_set_compressed.update(set_compressed)\n", + " print('all_set_compressed: %s' % (all_set_compressed))\n", + "# num_of_labels_occured += len(set_compressed) #@todo not precise\n", + " print('num_of_labels_occured: %s' % (num_of_labels_occured))\n", + " \n", + " # relabel nodes\n", + " # nx.relabel_nodes(G, set_compressed, copy = False)\n", + " for node in G.nodes(data = True):\n", + " node[1]['label'] = set_compressed[set_multisets[node[0]]]\n", + " print('\\n compressed labels: %s' % (nx.get_node_attributes(G, 'label')))\n", + "\n", + " # get the set of compressed labels\n", + " labels_comp = list(nx.get_node_attributes(G, 'label').values())\n", + " print('labels_comp: %s' % (labels_comp))\n", + " all_labels_ori.update(labels_comp)\n", + " print('all_labels_ori: %s' % (all_labels_ori))\n", + " num_of_each_label = dict(Counter(labels_comp))\n", + " print('num_of_each_label: %s' % (num_of_each_label))\n", + " all_num_of_each_label.append(num_of_each_label)\n", + " print('all_num_of_each_label: %s' % (all_num_of_each_label))\n", + " \n", + " all_num_of_labels_occured += len(all_labels_ori)\n", + " print('\\n all_num_of_labels_occured: %s' % (all_num_of_labels_occured))\n", + " \n", + " # calculate subtree kernel with h iterations and add it to the final kernel\n", + " print('\\n --- calculating kernel matrix ---')\n", + " for i in range(0, len(Gn)):\n", + " for j in range(i, len(Gn)):\n", + " labels = set(list(all_num_of_each_label[i].keys()) + list(all_num_of_each_label[j].keys()))\n", + " print('\\n labels: %s' % (labels))\n", + " vector1 = np.matrix([ (all_num_of_each_label[i][label] if (label in all_num_of_each_label[i].keys()) else 0) for label in labels ])\n", + " vector2 = np.matrix([ (all_num_of_each_label[j][label] if (label in all_num_of_each_label[j].keys()) else 0) for label in labels ])\n", + " print('vector1: %s' % (vector1))\n", + " print('vector2: %s' % (vector2))\n", + " Kmatrix[i][j] += np.dot(vector1, vector2.transpose())\n", + " Kmatrix[j][i] = Kmatrix[i][j]\n", + " \n", + " print('\\n Kmatrix: %s' % (Kmatrix))\n", + "\n", + " return Kmatrix\n", + "\n", + " \n", + "# main\n", + "import sys\n", + "from collections import Counter\n", + "import networkx as nx\n", + "sys.path.insert(0, \"../\")\n", + "from pygraph.utils.graphfiles import loadDataset\n", + "from pygraph.kernels.spkernel import spkernel\n", + "\n", + "dataset, y = loadDataset(\"../../../../datasets/acyclic/Acyclic/dataset_bps.ds\")\n", + "G1 = dataset[15]\n", + "print(nx.get_node_attributes(G1, 'label'))\n", + "G2 = dataset[80]\n", + "print(nx.get_node_attributes(G2, 'label'))\n", + "\n", + "weisfeilerlehmankernel(G1, G2, height = 2)\n", + "# Kmatrix = weisfeilerlehmankernel(G1, G2)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "185" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "len(dataset)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "- This script take as input a kernel matrix\n", + "and returns the classification or regression performance\n", + "- The kernel matrix can be calculated using any of the graph kernels approaches\n", + "- The criteria used for prediction are SVM for classification and kernel Ridge regression for regression\n", + "- For predition we divide the data in training, validation and test. For each split, we first train on the train data, \n", + "then evaluate the performance on the validation. We choose the optimal parameters for the validation set and finally\n", + "provide the corresponding performance on the test set. If more than one split is performed, the final results \n", + "correspond to the average of the performances on the test sets. \n", + "\n", + "@references\n", + " https://github.com/eghisu/GraphKernels/blob/master/GraphKernelsCollection/python_scripts/compute_perf_gk.py\n", + "\n", + "\n", + " --- calculating kernel matrix when subtree height = 0 ---\n", + "\n", + " Loading dataset from file...\n", + "[ -23.7 14. 37.3 109.7 10.8 39. 42. 66.6 135. 148.5\n", + " 40. 34.6 32. 63. 53.5 67. 64.4 84.7 95.5 92.\n", + " 84.4 154. 156. 166. 183. 70.3 63.6 52.5 59. 59.5\n", + " 55.2 88. 83. 104.5 102. 92. 107.4 123.2 112.5 118.5\n", + " 101.5 173.7 165.5 181. 99.5 92.3 90.1 80.2 82. 91.2\n", + " 91.5 81.2 93. 69. 86.3 82. 103. 103.5 96. 112. 104.\n", + " 132.5 123.5 120.3 145. 144.2 142.8 132. 134.2 137. 139.\n", + " 133.6 120.4 120. 137. 195.8 177.2 181. 185.9 175.7 186. 211.\n", + " 125. 118. 117.1 107. 102.5 112. 97.4 91.5 87.6 106.5\n", + " 101. 99.3 90. 137. 114. 126. 124. 140.5 157.5 146. 145.\n", + " 141. 171. 166. 155. 145. 159. 138. 142. 159. 163.5\n", + " 229.5 142. 125. 132. 130.5 125. 122. 121. 122.2 112. 106.\n", + " 114.5 151. 128.5 109.5 126. 147. 158. 147. 165. 188.9\n", + " 170. 178. 148.5 165. 177. 167. 195. 226. 215. 201. 205.\n", + " 151.5 165.5 157. 139. 163. 153.5 139. 162. 173. 159.5\n", + " 159.5 155.5 141. 126. 164. 163. 166.5 146. 165. 159. 195.\n", + " 218. 250. 235. 186.5 156.5 162. 162. 170.2 173.2 186.8\n", + " 173. 187. 174. 188.5 199. 228. 215. 216. 240. ]\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n" + ] + }, + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 82\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 83\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'\\n Calculating kernel matrix, this could take a while...'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 84\u001b[0;31m \u001b[0mKmatrix\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mweisfeilerlehmankernel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdataset\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mheight\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mheight\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbase_kernel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'sp'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 85\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mKmatrix\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 86\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'\\n Saving kernel matrix to file...'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/media/ljia/DATA/research-repo/codes/Linlin/py-graph/pygraph/kernels/weisfeilerLehmanKernel.py\u001b[0m in \u001b[0;36mweisfeilerlehmankernel\u001b[0;34m(height, base_kernel, *args)\u001b[0m\n\u001b[1;32m 71\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mGn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 72\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mj\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m,\u001b[0m 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\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 245\u001b[0m \u001b[0;31m# get label sets of both graphs\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/media/ljia/DATA/research-repo/codes/Linlin/py-graph/pygraph/kernels/spkernel.py\u001b[0m in \u001b[0;36mspkernel\u001b[0;34m(*args)\u001b[0m\n\u001b[1;32m 62\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0me1\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mG1\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0medges\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 63\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0me2\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mG2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0medges\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 64\u001b[0;31m \u001b[0;32mif\u001b[0m \u001b[0me1\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'cost'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0;36m0\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0me1\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'cost'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0me2\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'cost'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me1\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0me2\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0me1\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m 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+ "# test of WL subtree kernel\n", + "\n", + "\"\"\"\n", + "- This script take as input a kernel matrix\n", + "and returns the classification or regression performance\n", + "- The kernel matrix can be calculated using any of the graph kernels approaches\n", + "- The criteria used for prediction are SVM for classification and kernel Ridge regression for regression\n", + "- For predition we divide the data in training, validation and test. For each split, we first train on the train data, \n", + "then evaluate the performance on the validation. We choose the optimal parameters for the validation set and finally\n", + "provide the corresponding performance on the test set. If more than one split is performed, the final results \n", + "correspond to the average of the performances on the test sets. \n", + "\n", + "@references\n", + " https://github.com/eghisu/GraphKernels/blob/master/GraphKernelsCollection/python_scripts/compute_perf_gk.py\n", + "\"\"\"\n", + "\n", + "print(__doc__)\n", + "\n", + "import sys\n", + "import os\n", + "import pathlib\n", + "sys.path.insert(0, \"../\")\n", + "from tabulate import tabulate\n", + "\n", + "import random\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from sklearn.kernel_ridge import KernelRidge # 0.17\n", + "from sklearn.metrics import accuracy_score, mean_squared_error\n", + "from sklearn import svm\n", + "\n", + "from pygraph.kernels.weisfeilerLehmanKernel import weisfeilerlehmankernel\n", + "from pygraph.utils.graphfiles import loadDataset\n", + "\n", + "val_means_height = []\n", + "val_stds_height = []\n", + "test_means_height = []\n", + "test_stds_height = []\n", + "\n", + "\n", + "for height in np.linspace(0, 10, 11):\n", + " print('\\n --- calculating kernel matrix when subtree height = %d ---' % height)\n", + "\n", + " print('\\n Loading dataset from file...')\n", + " dataset, y = loadDataset(\"../../../../datasets/acyclic/Acyclic/dataset_bps.ds\")\n", + " y = np.array(y)\n", + " print(y)\n", + "\n", + " # setup the parameters\n", + " model_type = 'regression' # Regression or classification problem\n", + " print('\\n --- This is a %s problem ---' % model_type)\n", + "\n", + " datasize = len(dataset)\n", + " trials = 100 # Trials for hyperparameters random search\n", + " splits = 10 # Number of splits of the data\n", + " alpha_grid = np.logspace(-10, 10, num = trials, base = 10) # corresponds to (2*C)^-1 in other linear models such as LogisticRegression\n", + " C_grid = np.logspace(-10, 10, num = trials, base = 10)\n", + " random.seed(20) # Set the seed for uniform parameter distribution\n", + "\n", + " # set the output path\n", + " kernel_file_path = 'kernelmatrices_weisfeilerlehman_acyclic/'\n", + " if not os.path.exists(kernel_file_path):\n", + " os.makedirs(kernel_file_path)\n", + "\n", + "\n", + " \"\"\"\n", + " - Here starts the main program\n", + " - First we permute the data, then for each split we evaluate corresponding performances\n", + " - In the end, the performances are averaged over the test sets\n", + " \"\"\"\n", + "\n", + " # save kernel matrices to files / read kernel matrices from files\n", + " kernel_file = kernel_file_path + 'km.ds'\n", + " path = pathlib.Path(kernel_file)\n", + " # get train set kernel matrix\n", + " if path.is_file():\n", + " print('\\n Loading the kernel matrix from file...')\n", + " Kmatrix = np.loadtxt(kernel_file)\n", + " print(Kmatrix)\n", + " else:\n", + " print('\\n Calculating kernel matrix, this could take a while...')\n", + " Kmatrix = weisfeilerlehmankernel(dataset, node_label = 'atom', height = int(height), base_kernel = 'sp')\n", + " print(Kmatrix)\n", + " print('\\n Saving kernel matrix to file...')\n", + "# np.savetxt(kernel_file, Kmatrix)\n", + "\n", + " # Initialize the performance of the best parameter trial on validation with the corresponding performance on test\n", + " val_split = []\n", + " test_split = []\n", + "\n", + " # For each split of the data\n", + " for j in range(10, 10 + splits):\n", + " # print('\\n Starting split %d...' % j)\n", + "\n", + " # Set the random set for data permutation\n", + " random_state = int(j)\n", + " np.random.seed(random_state)\n", + " idx_perm = np.random.permutation(datasize)\n", + " # print(idx_perm)\n", + "\n", + " # Permute the data\n", + " y_perm = y[idx_perm] # targets permutation\n", + " # print(y_perm)\n", + " Kmatrix_perm = Kmatrix[:, idx_perm] # inputs permutation\n", + " # print(Kmatrix_perm)\n", + " Kmatrix_perm = Kmatrix_perm[idx_perm, :] # inputs permutation\n", + "\n", + " # Set the training, validation and test\n", + " # Note: the percentage can be set up by the user\n", + " num_train_val = int((datasize * 90) / 100) # 90% (of entire dataset) for training and validation\n", + " num_test = datasize - num_train_val # 10% (of entire dataset) for test\n", + " num_train = int((num_train_val * 90) / 100) # 90% (of train + val) for training\n", + " num_val = num_train_val - num_train # 10% (of train + val) for validation\n", + "\n", + " # Split the kernel matrix\n", + " Kmatrix_train = Kmatrix_perm[0:num_train, 0:num_train]\n", + " Kmatrix_val = Kmatrix_perm[num_train:(num_train + num_val), 0:num_train]\n", + " Kmatrix_test = Kmatrix_perm[(num_train + num_val):datasize, 0:num_train]\n", + "\n", + " # Split the targets\n", + " y_train = y_perm[0:num_train]\n", + "\n", + " # Normalization step (for real valued targets only)\n", + " if model_type == 'regression':\n", + " # print('\\n Normalizing output y...')\n", + " y_train_mean = np.mean(y_train)\n", + " y_train_std = np.std(y_train)\n", + " y_train = (y_train - y_train_mean) / float(y_train_std)\n", + " # print(y)\n", + "\n", + " y_val = y_perm[num_train:(num_train + num_val)]\n", + " y_test = y_perm[(num_train + num_val):datasize]\n", + "\n", + " # Record the performance for each parameter trial respectively on validation and test set\n", + " perf_all_train = []\n", + " perf_all_test = []\n", + "\n", + " # For each parameter trial\n", + " for i in range(trials):\n", + " # For regression use the Kernel Ridge method\n", + " if model_type == 'regression':\n", + " # print('\\n Starting experiment for trial %d and parameter alpha = %3f\\n ' % (i, alpha_grid[i]))\n", + "\n", + " # Fit the kernel ridge model\n", + " KR = KernelRidge(kernel = 'precomputed', alpha = alpha_grid[i])\n", + " # KR = svm.SVR(kernel = 'precomputed', C = C_grid[i])\n", + " KR.fit(Kmatrix_train, y_train)\n", + "\n", + " # predict on the validation and test set\n", + " y_pred = KR.predict(Kmatrix_val)\n", + " y_pred_test = KR.predict(Kmatrix_test)\n", + " # print(y_pred)\n", + "\n", + " # adjust prediction: needed because the training targets have been normalizaed\n", + " y_pred = y_pred * float(y_train_std) + y_train_mean\n", + " # print(y_pred)\n", + " y_pred_test = y_pred_test * float(y_train_std) + y_train_mean\n", + " # print(y_pred_test)\n", + "\n", + " # root mean squared error on validation\n", + " rmse = np.sqrt(mean_squared_error(y_val, y_pred))\n", + " perf_all_val.append(rmse)\n", + "\n", + " # root mean squared error in test \n", + " rmse_test = np.sqrt(mean_squared_error(y_test, y_pred_test))\n", + " perf_all_test.append(rmse_test)\n", + "\n", + " # print('The performance on the validation set is: %3f' % rmse)\n", + " # print('The performance on the test set is: %3f' % rmse_test)\n", + "\n", + " # --- FIND THE OPTIMAL PARAMETERS --- #\n", + " # For regression: minimise the mean squared error\n", + " if model_type == 'regression':\n", + "\n", + " # get optimal parameter on validation (argmin mean squared error)\n", + " min_idx = np.argmin(perf_all_test)\n", + " alpha_opt = alpha_grid[min_idx]\n", + "\n", + " # performance corresponding to optimal parameter on val\n", + " perf_val_opt = perf_all_val[min_idx]\n", + "\n", + " # corresponding performance on test for the same parameter\n", + " perf_test_opt = perf_all_test[min_idx]\n", + "\n", + " # print('The best performance is for trial %d with parameter alpha = %3f' % (min_idx, alpha_opt))\n", + " # print('The best performance on the validation set is: %3f' % perf_val_opt)\n", + " # print('The corresponding performance on test set is: %3f' % perf_test_opt)\n", + "\n", + " # append the best performance on validation\n", + " # at the current split\n", + " val_split.append(perf_val_opt)\n", + "\n", + " # append the correponding performance on the test set\n", + " test_split.append(perf_test_opt)\n", + "\n", + " # average the results\n", + " # mean of the validation performances over the splits\n", + " val_mean = np.mean(np.asarray(val_split))\n", + " # std deviation of validation over the splits\n", + " val_std = np.std(np.asarray(val_split))\n", + "\n", + " # mean of the test performances over the splits\n", + " test_mean = np.mean(np.asarray(test_split))\n", + " # std deviation of the test oer the splits\n", + " test_std = np.std(np.asarray(test_split))\n", + "\n", + " print('\\n Mean performance on val set: %3f' % val_mean)\n", + " print('With standard deviation: %3f' % val_std)\n", + " print('\\n Mean performance on test set: %3f' % test_mean)\n", + " print('With standard deviation: %3f' % test_std)\n", + " \n", + " val_means_height.append(val_mean)\n", + " val_stds_height.append(val_std)\n", + " test_means_height.append(test_mean)\n", + " test_stds_height.append(test_std)\n", + " \n", + "print('\\n') \n", + "print(tabulate({'height': np.linspace(1, 12, 11), 'RMSE': test_means_height, 'std': test_stds_height}, headers='keys'))" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'O', 6: 'O'}" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# a = [0, 1, 3, 2]\n", + "# b = [3, 2, 1, 0]\n", + "# print(1 if a == b else 0)\n", + "\n", + "# max(1 ,2)\n", + "\n", + "# x = [ 'r', 'a', 's' ]\n", + "# x.sort()\n", + "# print(x)\n", + "\n", + "# def test1(*args, base = 'subtree'):\n", + "# if base == 'subtree':\n", + "# print('subtree')\n", + "# elif base == 'edge':\n", + "# print('edge')\n", + "# else:\n", + "# print('sp')\n", + "\n", + "# # function parameter usage test\n", + "# test1('hello', 'hi', base = 'edge')\n", + "\n", + "# # python matrix calculation speed test\n", + "# import numpy as np\n", + "# import time\n", + "\n", + "# size = 100\n", + "# m1 = np.random.random((size, size))\n", + "# m2 = np.random.random((size, size))\n", + "# itr = 1\n", + "\n", + "# start_time = time.time()\n", + "# for i in range(itr):\n", + "# np.dot(m1, m2)\n", + "# print(time.time() - start_time)\n", + "\n", + "# start_time = time.time()\n", + "# for j in range(itr):\n", + "# result = np.zeros((size, size))\n", + "# for i1 in range(size):\n", + "# for i2 in range(size):\n", + "# for i3 in range(size):\n", + "# result[i1][i2] += m1[i1][i3] * m2[i3][i2]\n", + "# print(time.time() - start_time)\n", + "\n", + "# start_time = time.time()\n", + "# for i in range(itr):\n", + "# print(np.dot(m1, m2))\n", + "# print(time.time() - start_time)\n", + "\n", + "# start_time = time.time()\n", + "# for j in range(itr):\n", + "# result = np.zeros((size, size))\n", + "# for i1 in range(size):\n", + "# for i2 in range(size):\n", + "# for i3 in range(size):\n", + "# result[i1][i2] += m1[i1][i3] * m2[i3][i2]\n", + "# print(result)\n", + "# print(time.time() - start_time)\n", + "\n", + "# help(np.sum)\n", + "\n", + "# test dict\n", + "import sys\n", + "from collections import Counter\n", + "import networkx as nx\n", + "sys.path.insert(0, \"../\")\n", + "from pygraph.utils.graphfiles import loadDataset\n", + "from pygraph.kernels.spkernel import spkernel\n", + "\n", + "dataset, y = loadDataset(\"../../../../datasets/acyclic/Acyclic/dataset_bps.ds\")\n", + "G1 = dataset[15]\n", + "nx.get_node_attributes(G1, 'label')\n", + "listhqhq = list(nx.get_node_attributes(G1, 'label').values())\n", + "dicthaha = dict(Counter(listhqhq))\n", + "len(dicthaha)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.5.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/plot_all_graphs.ipynb b/notebooks/plot_all_graphs.ipynb new file mode 100644 index 0000000..c07f0bc --- /dev/null +++ b/notebooks/plot_all_graphs.ipynb @@ -0,0 +1,3388 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n", + "{0: 'C', 1: 'C', 2: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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yhYWFfseQGmz58uUMHz6cdu3a8eijj9K4cePKF9i6FfLzobgYdu6E+vUhIwOGDoVGjaKSWaQqZrbGOZdVVT8d+UvCuuiii1i3bh3NmjUjIyODWbNmhR4ioqAABg6E5s1h3DiYNQteecV7Hj8emjXz5hcURP1nEDlaOvIXAQoLC7n22mtp2rQpU6dOpWnTpt6MvDwYNQrKyqCy/ytmkJICEydCbm50QouEoCN/kSOQlZVFYWEh559/Pm3btiUvL48DTzzhFf7duysv/ODN373b65+XF53QItWgI3+RctavX8/Eyy/nifXrST5wIGSfjUA6MAj4a/mZqamwfDlkVXnwJRJ2UT3yN7OeZva+mW0ys9Eh5tc1s9mB+avNrEU4tisSCa1atWL6z39OnUoOjEYA2RXNLCuDCRMiEU0kbKpd/M0sCZgC9AJaAb8xs1blug0DdjjnzgQmAw9Wd7siEbN1K7UWLaJWBcX/OeAEoGtFyzsHCxbAtm0RCihSfeE48j8P2OSc+8g59z3e/41+5fr0A2YGXr8AdDUzC8O2RcIvP7/CWd8AfwAmVbUOs0rXI+K3cBT/U4FPg6Y/C7SF7OOc2wfsBE4Mw7ZFwq+4GPbsCTnrLryPsadVtY6yMigpCXMwkfCp7XeAYGaWA+QANGvWzOc0krAqGPahCFgCvHu469mxI0yBRMIvHMV/M9A0aPq0QFuoPp+ZWW2gPvBV+RU556YB08C72icM2USOXP36IZvfAD4BDh6W7AL2A+uBtaEWaNAg7NFEwiUcp30KgJZmdrqZ1QEGA+UHTJkPXBN4PQhY6mL1GlORjAxITj6kOQf4EO8TQBHwO+D/AYtCrSMlBdLTIxhSpHqqXfwD5/BvxPs/sAF43jn3npndY2Z9A91mACea2SbgFuCQy0FFYsaQISGbU4FTgh71gGQg5Kg+zlW4HpFYEJZz/s65BcCCcm1/CHq9B7g0HNsSibjGjaFXL5g3r9I7e8dX0H4A+P7ii0nWYG8SwzS8g0goY8Z4p26Owr7atem7ahXPPPNM6IHiRGKAir9IKNnZ3iBtqalHtlxqKnUefZQHlixh0qRJ9O7dm//93/+NTEaRalDxF6lIbu6PvwCquifRzOsXGNWzbdu2FBQUcOGFF9K2bVumTJnCgQrGCRLxg4q/SGVyc71B2gYM8K4AKn8qKCXFax8wwOsXNJzzMcccwx133MGKFSuYNWsWF110Ee+//36UfwCR0GLqJi+RmJSVBXPmeGP15Od7d+7u2OFdx5+e7l3VU8mXu+eccw4rVqzgiSeeoGPHjowaNYpRo0ZRu7b++4l/NKSzSBR98skn5OTk8NVXXzFjxgwyMzP9jiQ1jP6Yi0gMatGiBYsWLeKmm26ie/fu3HnnneypYBwhkUhS8ReJMjNjyJAhrFu3jvXr13Puuefyz3/+0+9YkmBU/EV80qRJE1588UXuu+8+Bg0axM0338yuXbv8jiUJQsVfxGeXXHIJpaWlfP3116Snp7N48WK/I0kCUPEXiQENGzZk5syZ5OXlMXz4cK699lp2aEhoiSAVf5EY0rNnT0pLS0lNTSUtLY25c+f6HUlqKBV/kRhz3HHH8fjjj/Pcc88xevRoLr30UrZs2eJ3LKlhVPxFYtSFF17IunXrOPPMM2nTpo0GipOwUvEXiWHJyclMmDCBhQsXMnnyZHr16sW///1vv2NJDaDiLxIH2rZtyzvvvEPnzp1p166dBoqTalPxF4kTBweKW7lyJX/72980UJxUi4q/SJw5++yzefPNN7nsssvo2LEjDzzwAHv37vU7lsQZFX+ROJSUlMRNN91EYWEhS5cupX379hQVFfkdS+KIir9IHDs4UNzIkSPp3r07Y8eO1UBxclhU/EXiXPBAcRs2bNBAcXJYVPxFaojyA8WNHDlSA8VJhVT8RWqYgwPFffPNN6Snp/Paa6/5HUlikIq/SA3UsGFD8vPzmTp1Kjk5OQwdOlQDxclPqPiL1GA9evSgpKSEevXqkZaWxosvvuh3JIkRKv4iNdxxxx3HY489xuzZs7njjjsYNGiQBooTFX+RRNGpUyeKiopo2bIlGRkZzJw5UwPFJTAVf5EEcnCguFdffZWHH35YA8UlMBV/kQRUfqC4xx9/XAPFJRgVf5EEFTxQ3LPPPkvnzp01UFwCUfEXSXBnn302K1as4PLLL9dAcQlExV9EqFWr1iEDxb377rt+x5IIUvEXkR8EDxTXo0cPDRRXg6n4i8hPHBworri4mH/9619kZmby1ltv+R1Lwqy23wFEJDadcsopzJkzhzlz5nDppZcyaNAg/vjHP1KvXr3KF9y6FfLzobgYdu6E+vUhIwOGDoVGjaKSXaqmI38RqVTwQHFpaWkVDxRXUAADB0Lz5jBuHMyaBa+84j2PHw/NmnnzCwqiml9Cq1bxN7OGZrbYzDYGnhtU0G+/mRUFHvOrs00Rib6DA8U9+eSTPwwUt3379h875OVBly4wbx7s2eM9gpWVeW3z5nn98vKiGV9CqO6R/2jgdedcS+D1wHQoZc65zMCjbzW3KSI+KT9Q3Jw5c7xCPmoU7N4NVQ0X4ZzXb9Qo/QLwmVVnbA8zex/o4pz73MyaAG84584K0W+Xc66KE4U/lZWV5QoLC486m4hE1sqVK3n4iiv46+bNJO/f/0P7d8ANwBJgO/BzYALQq/wKUlNh+XLIyopS4sRgZmucc1Xu1Ooe+Z/snPs88HoLcHIF/ZLNrNDM3jaz/tXcpojEgE6dOjE7M5M6QYUfYB/QFFgO7ATuAy4DPim/grIymDAh8kElpCqv9jGzJcApIWaNDZ5wzjkzq+hjRHPn3GYzOwNYamYlzrkPQ2wrB8gBaNasWZXhRcRHW7eSFOLL32OB8UHTfYDTgTVAi+COzsGCBbBtm64C8kGVR/7OuW7OubQQj5eALwKnewg8b61gHZsDzx8BbwDnVtBvmnMuyzmX1UhvBpHYlp9/WN2+AD4AWoeaaXbY65Hwqu5pn/nANYHX1wAvle9gZg3MrG7g9UlAR2B9NbcrIn4rLj70qp5y9gJX4BWHs0N1KCuDkpLwZ5MqVbf4PwD8ysw2At0C05hZlplND/Q5Byg0s3XAMuAB55yKv0i827mz0tkHgKuAOsDjlXXU3xb2RbXu8HXOfQV0DdFeCAwPvP4nkF6d7YhIDKpfv8JZDhiGd8pnAXBMZetpEPL2IIkw3eErIkcnIwOSk0POygU2AC8DKZWtIyUF0nVs6AcVfxE5OkOGhGz+N/AkUIR3mWC9wGNWqM7OVbgeiSwVfxE5Oo0bQ69e3hU7QZrjnfbZA+wKelxRbvEDwL7u3XWZp09U/EXk6I0Z4526OQp7k5IYWFDA4sWLwxxKDoeKv4gcvexsmDjRG6rhSKSmUvexx8idMYPhw4czbNgwvv7668hklJBU/EWkenJzf/wFUO4U0CHMvH4TJ0JuLr169aKkpITk5GRat27NvHnzopNZVPxFJAxyc71B2gYM8K4AKn8qKCXFax8wwOuXm/vDrOOPP54pU6bw7LPP8vvf/57LLruML774Iso/QOLRX/ISkfDIyoI5c7yxevLzvTt3d+zwruNPT/eu6qnky93OnTuzbt06xo8fT0ZGBn/+85+54oorsKo+TchRqdaQzpGkIZ1FEldhYSHXXnstTZs2ZerUqTRt2tTvSHEjWkM6i4iEXVZWFoWFhXTo0IG2bdsydepUDhw44HesGkXFX0RiUp06dbjrrrt44403yM/P5+KLL2bjxo1+x6oxVPxFJKa1bt2at956i379+nH++efzpz/9iX379vkdK+6p+ItIzEtKSuK///u/eeedd3j11Vc5//zzKdFQ0NWi4i8iceOMM85gyZIlXH/99Vx88cWMGzeO7777zu9YcUnFX0TiipkxfPhwioqKePfdd2nXrh2rV6/2O1bcUfEXkbh06qmn8tJLL3HnnXfSr18/br31Vnbv3u13rLih4i8iccvMGDx4MCUlJWzZsoWMjAyWLVvmd6y4oOIvInGvUaNGzJo1i8mTJ3P11Vdz/fXXs7OKPzOZ6FT8RaTG+PWvf01paSnOOdLS0njllVf8jhSzVPxFpEapX78+06ZNY+bMmdx8881cccUVbNu2ze9YMUfFX0RqpIsvvpiSkhJOOeUU0tPTee6554jVscz8oOIvIjVWamoqf/7zn3nppZe499576d+/P5s3b/Y7VkxQ8ReRGq99+/asXbuWzMxMMjMzmT59esJ/ClDxF5GEULduXe6++25ef/11pk6dSrdu3fjoo4/8juUbFX8RSSgZGRm8/fbb9OzZk/POO4+HH36Y/fv3+x0r6lT8RSTh1K5dm9tuu41Vq1Yxd+5cOnXqxPr16/2OFVUq/iKSsFq2bMmyZcu4+uqr6dy5M/feey979+71O1ZUqPiLSEKrVasWubm5rF27llWrVpGVlcWaNWv8jhVxKv4iIkCzZs34xz/+wW233Ubv3r0ZPXo0ZWVlfseKGBV/EZEAM+PKK6+kuLiYjz/+mDZt2rBixQq/Y0WEir+ISDknn3wys2fP5qGHHmLw4MGMGDGCb7/91u9YYaXiLyJSgf79+1NaWkpZWRlpaWm8+uqrVS+0dSs89BBceSX8+tfe80MPQYyNL2SxepdbVlaWKyws9DuGiAgAixcvJicnh86dOzN58mQaNmz40w4FBTBhAixc6E3v2fPjvJQUcA569YIxYyA7O2I5zWyNcy6rqn468hcROQy/+tWvKCkp4YQTTiAtLY0XXnjhx5l5edClC8yb5xX94MIPUFbmtc2b5/XLy4tm9JB05C8icoTeeusthg0bRuvWrZmRnc0J994LR/InJFNTYeJEyM0NezYd+YuIREjHjh0pKiqi6/HHU2fMmEMK/3ZgAHAs0Bz4W/kV7N4No0aBjwe41Sr+Znapmb1nZgfMrMLfNGbW08zeN7NNZja6OtsUEYkFycnJ3LBzJylmh8wbAdQBvgBmAbnAe+U7lZV53xH4pLpH/qXAQODNijqYWRIwBegFtAJ+Y2atqrldERF/bd0KCxdi5U6d/39gDnAvUA/oBPQF/lJ+eedgwQLfrgKqVvF3zm1wzr1fRbfzgE3OuY+cc98DzwH9qrNdERHf5eeHbP4AqA38IqitDSGO/AHMKlxPpEXjnP+pwKdB058F2kRE4ldx8aFX9QC7gOPLtdUHQt4iVlYGJSXhz3YYalfVwcyWAKeEmDXWOfdSOMOYWQ6QA944GyIiMWvnzpDN9YBvyrV9AxxX0Xp27AhfpiNQZfF3znWr5jY2A02Dpk8LtIXa1jRgGniXelZzuyIikVO/fsjmXwD7gI1Ay0DbOqB1Retp0CDcyQ5LNE77FAAtzex0M6sDDAbmR2G7IiKRk5EBycmHNB+LdxXMH/C+/H0LeAm4KtQ6UlIgPT2CIStW3Us9B5jZZ8D5wD/MbFGg/WdmtgDAObcPuBFYBGwAnnfOhfzuQ0QkbgwZUuGsJ4AyoDHwGyCPCo78nat0PZFU5Wmfyjjn5gJzQ7T/B+gdNL0AWFCdbYmIxJTGjb2xeubN84p4kIbAvKqWN4PevaFRo0glrJTu8BUROVpjxninbo5GSoq3vE9U/EVEjlZ2tjdGT2rqkS13cGyfrCqH4ImYap32ERFJeAcHZxs1yrtuv7LBMs28I/4IDep2JHTkLyJSXbm5sHw5DBjgXQFU/lRQSorXPmCA18/nwg868hcRCY+sLJgzxxurJz/fu3N3xw7vOv70dO+qHp++3A1FxV9EJJwaNYLbbvM7RZV02kdEJAGp+IuIJCAVfxGRBKTiLyKSgFT8RUQSkIq/iEgCUvEXEUlAKv4iIgnIXGXjUPjIzLYB//Zp8ycBX/q07eqIx9zxmBniM3c8ZgblPlLNnXNV3kocs8XfT2ZW6Jzzb7i9oxSPueMxM8Rn7njMDModKTrtIyKSgFT8RUQSkIp/aNP8DnCU4jF3PGaG+Mwdj5lBuSNC5/xFRBKQjvxFRBJQwhZ/M2toZovNbGPguUGIPr80s6Kgxx4z6x+Yl29mHwfNy4yFzIF++4NyzQ9qP93MVpvZJjObbWZ1Ip35cHObWaaZrTKz98ys2MwuD5oXtX1tZj3N7P3APhodYn7dwL63/XOiAAAEhklEQVTbFNiXLYLmjQm0v29mPSKV8Shz32Jm6wP79nUzax40L+T7JUZyDzGzbUH5hgfNuybwntpoZtfEUObJQXk/MLOvg+b5tq8P4ZxLyAfwEDA68Ho08GAV/RsC24HUwHQ+MCgWMwO7Kmh/HhgceD0VyI2V3MAvgJaB1z8DPgdOiOa+BpKAD4EzgDrAOqBVuT43AFMDrwcDswOvWwX61wVOD6wnKUr793By/zLovZt7MHdl75cYyT0EeDzEsg2BjwLPDQKvG8RC5nL9bwL+x+99HeqRsEf+QD9gZuD1TKB/Ff0HAQudc7sjmqpyR5r5B2ZmwMXAC0ezfDVVmds594FzbmPg9X+ArUC0/+bdecAm59xHzrnvgefwsgcL/lleALoG9m0/4Dnn3HfOuY+BTYH1xURu59yyoPfu28BpUcpWmcPZ3xXpASx2zm13zu0AFgM9I5Qz2JFm/g3wbBRyHbFELv4nO+c+D7zeApxcRf/BHPqPeH/gY/RkM6sb9oSHOtzMyWZWaGZvHzxNBZwIfO2c2xeY/gw4NYJZgx3Rvjaz8/COqj4Mao7Gvj4V+DRoOtQ++qFPYF/uxNu3h7NspBzptocBC4OmQ71fouFwc18S+Ld/wcyaHuGy4XbY2w2cWjsdWBrU7Ne+PkSN/hu+ZrYEOCXErLHBE845Z2YVXvZkZk2AdGBRUPMYvEJWB++SrtuBe2Ikc3Pn3GYzOwNYamYleEUqYsK8r/8CXOOcOxBojsi+TkRmdiWQBVwU1HzI+8U592HoNUTdy8CzzrnvzOx6vE9dF/uc6XANBl5wzu0PaouZfV2ji79zrltF88zsCzNr4pz7PFBwtlayqsuAuc65vUHrPngk+52ZPQ2MipXMzrnNgeePzOwN4FxgDnCCmdUOHLGeBmwOR+Zw5Taz44F/AGOdc28HrTsi+zqEzUDToOlQ++hgn8/MrDZQH/jqMJeNlMPatpl1w/tlfJFz7ruD7RW8X6JRkKrM7Zz7KmhyOt73RweX7VJu2TfCnvBQR/LvPBgYEdzg474+RCKf9pkPHLxC4BrgpUr6HnLeLlDEDp5L7w+URiBjeVVmNrMGB0+LmNlJQEdgvfO+bVqG991FhctHyOHkrgPMBZ5xzr1Qbl609nUB0NK8q6Lq4P3nLX9FRvDPMghYGti384HBgauBTgdaAu9EKOcR5zazc4Engb7Oua1B7SHfLzGUu0nQZF9gQ+D1IqB7IH8DoDs//WTuW2YAMzsb74voVUFtfu7rQ/n9jbNfD7zztK8DG4ElQMNAexYwPahfC7zf7LXKLb8UKMErRH8F6sVCZuCCQK51gedhQcufgVeQNgF/B+rGyr4GrgT2AkVBj8xo72ugN/AB3tHY2EDbPXhFEyA5sO82BfblGUHLjg0s9z7QK8rv56pyLwG+CNq386t6v8RI7gnAe4F8y4Czg5a9NvDvsAkYGiuZA9PjgQfKLefrvi7/0B2+IiIJKJFP+4iIJCwVfxGRBKTiLyKSgFT8RUQSkIq/iEgCUvEXEUlAKv4iIglIxV9EJAH9H2uOvv2sZkekAAAAAElFTkSuQmCC\n", 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\n", 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\n", 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\n", 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\n", 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BbOBCYLCZ1fycuVFAhXOuI/BfwGPhHveE1dJz+wrIAU4COgBza2535AeAem7Jq7zcu0QYpMPwL0CzwPcWeH1cs5FzUFwMe/ZEtUyR+ohEz78bsMM594lz7gAwD7ipRpubgNmB7+cDV5tfE5jU0nO7E2gKfAG8CuQCW2o2Us8tuRUU1Ln6DiAN+Ge8S0D9gjUyC7kfkViIxGifs4Gd1d7vAi6rrY1z7pCZVQKnAn+v3sjMbgduBzjnnHMiUFoNtfTc9gILgM1AC6A70B94GXi0esPqPTeNAoorzjkOHz7MoUOHan0dPHiwzvWh2nVfuJBONe8NVTMDeAZYAyzjx98EjlJVBZs2ReOPQOS4xNVQT+fcTGAmeKN9In6AWnpcf8H7g6j+yM1FwPJgjY/03MaPj3BxkeGcq1fARSIM461do0aNSElJCflq0qTJCbW7ZPfukH/+jfE6D68A+cCvgzWqqIjo37nIiYhE+H8OVH9ipV1gWbA2u8wsBWgFfBmBYx+fsrJjR/UA3+GN0qiuFfBtsH1UVbFj0SL+dMopcRmG33//PY0bNw4r5MJp16xZM1q0aBHz46akpER/DvwhQ+DVV+vV9BBBrvkf0bp1pCoSOWGRCP/1QCcz+wleyA8CflGjTREwDO834luApc6PBwwqK4MuboE3SqO6b4CTa9nNtzt3sm7dujpDKS0tLWohV1e7xo0baz74aMnMhAULjulAlANLgRuAVOA94L8Dr2OkpkJGRpQLFQkt7PAPXMO/C3gH77fel5xzW8zsQaDEOVcEzAJeNrMdeANrBoV73BPSqlXQxefj9dS2A50Cy0rxRnAE0+Vf/5UXX6w5klsavOHDvSkbajC8SzxjgcN4o8WewrtvdAznvP2I+Cwi1/ydc8VAcY1lv6/2/X5gYCSOFZZaem4nAQOA3+M9nLMReB1YHWwf6rklr7ZtvSe+CwuPGjSQTi33h2o4DBy8+mqaabCAxIHkesK3jh7XDKAKaAsMxuvJBe35q+eW3PLyvA7ACTiUksJNa9dSVFQU4aJEjl9yhf+RnluQa+JtgEK8YZ+fcexNC8Dbrl8/DfNMZl27wtSpkJZ2fNulpdF02jQmLlrEfffdx/Dhw/n666+jU6NIPSRX+ENYPTdSU73tJbnl5v74AyDUzXUzr93UqZCbS48ePSgtLSUtLY3MzEzefffd2NQsUkPyhX8YPTemToWskJPlSTLIzYXlyyEnB5o3P7ZDkZrqLc/J8drl5v6wqkWLFsyYMYNZs2YxevRocnNz+e6772J8ApLskndK51DzsR9h5v1HDvTcRI6xZ4/34N+mTd4DXK1be4MChg8PeYmwsrKS++67j+XLl/OHP/xBH+soYavvlM7JG/7gTdI2ebI3ZYPZ0XP+HJnPv18/71KPevwSRW+++Sa/+tWvuPXWW3n44YdJPdFLk5L0FP7HI4yem0ikfPnll9x11118+OGHzJ49m8suqzlFlkhoCn+RBPXHP/6Ru+++m5EjR/LAAw/QrFnQKeJEgtIneYkkqIEDB1JaWsrWrVvp2rUrGzdu9LskaYAU/iJx6PTTT2fRokWMHz+ea6+9loceeoiDBw/6XZY0IAp/kThlZgwdOpQPPviAVatWccUVV7B161a/y5IGQuEvEufatWvH22+/zZgxY+jZsydTp07l+++/97ssSXAKf5EEYGbcfvvtrFu3jjfffJOePXuyY8cOv8uSBKbwF0kg5513HkuXLmXgwIFcfvnlTJ8+ncOHD/tdliQghb9IgmnUqBH33HMPq1at4tVXX6VPnz789a9/9bssSTAKf5EE9dOf/pSVK1fSp08fsrKymDVrFvH63I7EH4W/SAJLSUlhwoQJLF26lGeffZYbbriB3fX4oHkRhb9IA5CRkcG6devo2rUrXbp0Ye7cufotQOqk8BdpIJo0acKkSZMoLi7m4Ycf5pZbbqG8vNzvsiROKfxFGphLL72UDRs20LFjRy666CIWLlzod0kShxT+Ig1Q8+bNeeyxx1iwYAG/+c1vGDJkCBUVFX6XJXFE4S/SgF1xxRVs3LiRNm3akJGRweLFi/0uSeKEwl+kgTvppJOYNm0ac+bMITc3lzFjxvDNN9/4XZb4TOEvkiR69+5NWVkZZkZmZiZLly71uyTxkcJfJIm0bNmSmTNnkp+fz2233cavf/1r9u7d63dZ4gOFv0gSys7OZtOmTVRUVHDxxRezevVqv0uSGFP4iySp1q1b8/LLLzNlyhRuvvlm7r//fvbv3+93WRIjCn+RJJeTk0NZWRkff/zxD88ISMOn8BcR0tPTmT9/PhMnTiQ7O5sHHniAAwcO+F2WRJHCX0QA7wNjfvGLX7Bx40ZKSkr42c9+xqZNm/wuS6JE4S8iRznrrLN48803ufPOO+nduzePPvoohw4d8rssiTCFv4gcw8wYNWoUJSUlLFmyhO7du7Nt2za/y5IIUviLSK06dOjAkiVLGDp0KFdeeSVPPfWUPjaygVD4i0idGjVqxJ133snatWuZP38+vXv35n//93/9LkvCpPAXkXrp2LEjy5cv54YbbqBbt248//zzoT8wprwcpkyBIUPgxhu9r1OmwJ49sSlaamXx+mk/WVlZrqSkxO8yRCSIrVu3MmzYMNq0acOsWbNo167d0Q3Wr4fJk+HILKLVHx5LTQXnIDsb8vKga9fYFZ4EzGyDcy4rVLuwev5m1sbMlpjZ9sDX1rW0+97MNgZeReEcU0T8d+GFF7J69Wq6d+/OJZdcwpw5c378LSA/H3r1gsJCL/RrPjVcVeUtKyz02uXnx7p8Icyev5lNAb5yzj1qZhOA1s653wRp951zrsXx7Fs9f5HE8OGHHzJs2DDOO+885lx+OS0ffBD27av/DtLSYOpUyM2NXpFJJCY9f+AmYHbg+9nAv4W5PxFJMF26dGH9+vVc27o1KRMmHBP8vYDmQIvA66c1d7BvH4wbB+rsxVS44X+6c+5vge//Dzi9lnbNzazEzNaamX5AiDQwzZo1447KSlLNgq6fDnwXeAV9WqCqyrtHIDGTEqqBmb0HnBFk1cTqb5xzzsxqu4bUwTn3uZmdByw1s03OuY+DHOt24HaAc845J2TxIhInysth8WLsRC8jOwfFxd4ooPT0yNYmQYXs+TvnrnHOdQ7yeh34wszOBAh8La9lH58Hvn4CLAO61NJupnMuyzmXla5/ACKJo6CgztV5wGnAlXgBEJRZyP1I5IR72acIGBb4fhjwes0GZtbazJoFvj/y9781zOOKSDwpKzt2VE/AY8AnwOd4v9bfCBzzaz94l340kVzMhBv+jwJ9zGw7cE3gPWaWZWYvBtpcAJSYWSnwJ+BR55zCX6QhqaysddVlwMlAM7we4pVAcW2NKyoiXZnUIuQ1/7o4574Erg6yvAQYHfh+NZARznFEJM61alXvpgbUemegddBHhSQKNL2DiIQvMxOaNz9m8dfAO8B+4BDwKrACuC7YPlJTIUP9xFhR+ItI+IYPD7r4IPBbIB3vhu8zQCFwfrDGztW6H4k8hb+IhK9tW2+unhrj/NOB9cC3eL8FrAX6BNn8MLCvVy8N84whhb+IREZennfp5gQcatKE/mvW8Pzzz+vzAmJE4S8ikdG1qzdHT1ra8W2XlkbTp5/mqVWrmDVrFldffTUffxx0MKhEkMJfRCInN/fHHwC1TPXwA7OjJnXr3Lkza9as4YYbbuCyyy7jySef5Pvvv49N3UlI4S8ikZWbC8uXQ06ONwKo5qWg1FRveU6O167abJ6NGzfm3//931m7di1FRUVceeWVbNmyJcYnkBzCGucvIhJUVhYsWODN1VNQ4D25W1HhjePPyPBG9dRxc7djx44sXbqUmTNn0rNnT+655x4mTJhAkyZNYnYKDZ0+yUtE4tpnn33Gr371K3bv3s1LL73EpZde6ndJcS1W8/mLiETVOeecQ3FxMePGjaNfv37k5eWxv5Z5hKT+FP4iEvfMjKFDh1JaWsr27du56KKLWLVqld9lJTSFv4gkjDPOOIP58+fzyCOP8POf/5y7776b7777zu+yEpLCX0QSzs0338zmzZv55ptvyMjIYMmSJX6XlHAU/iKSkNq0acPs2bOZMWMGo0ePZtSoUXz99dd+l5UwFP4iktCys7PZtGkTzZo1o3Pnzrz++jGfKSVBKPxFJOG1bNmSGTNm8OqrrzJu3DgGDRrEnj17/C4rrin8RaTB6NmzJ6WlpbRv356MjAzmzp1LvD7L5DeFv4g0KGlpaTz++OMUFRUxefJk+vfvz+eff+53WXFH4S8iDVK3bt3YsGEDl156KRdffDEvvPCCfguoRuEvIg1W06ZNmTRp0g/zBF1zzTV88sknfpcVFxT+ItLgZWRksGbNGq677jq6devGU089lfTTRSv8RSQppKSkMH78eFavXs3ChQvp0aMHH330kd9l+UbhLyJJ5fzzz2fZsmUMGTKEHj168Mgjj3Dw4EG/y4o5hb+IJJ1GjRpxxx13sGHDBlasWEG3bt348MMP/S4rphT+IpK0OnTowOLFi7n33nvp27cvEydOTJrpohX+IpLUzIxhw4ZRWlrKRx99RJcuXVizZo3fZUWdwl9EBDjzzDNZsGABDz74IAMGDODee+9l7969fpcVNQp/EZEAM2PgwIFs3ryZL7/8koyMDN5//32/y4oKhb+ISA2nnnoqL7/8MtOnT2fEiBGMGTOGyspKv8uKKIW/iEgt+vXrx+bNm0lJSaFz58688cYboTcqL4cpU2DIELjxRu/rlCkQZ7OMWrzOdZGVleVKSkr8LkNEBIBly5YxevRounXrxtNPP016evrRDdavh8mTYfFi7331UUOpqeAcZGdDXh507Rq1Os1sg3MuK1Q79fxFROqhV69elJWVceaZZ5KRkcG8efN+nCguPx969YLCQi/0aw4XrarylhUWeu3y82Nd/jHU8xcROU7r1q1j5MiRdOzYkdmXX84pDz0E+/bVfwdpaTB1KuTmRrw29fxFRKLksssu44MPPiA7PZ2meXlHBf8/gFFAB+Bk4GJgcc0d7NsH48aBjx1chb+IyAlo1qwZY7/6ilSzo5YfAtoDy4FK4D+BnwOf1txBVZV3j8AnCn8RkRNRXg6LF2M1Lp2fBEwCzsUL2BuAnwAbam7vHBQX+zYKSOEvInIiCgrq1ewL4C/AvwRbaVbv/URaWOFvZgPNbIuZHTazWm8wmNl1ZrbNzHaY2YRwjikiEhfKyo4d1VPDQeCXwDDgn4M1qKqCTZsiX1s9hNvz3wwMAFbU1sDMGgPPAtnAhcBgM7swzOOKiPgrxBO/h4GhQFNgel0NKyoiV9NxSAlnY+fcR+DNh1GHbsAO59wngbbzgJuAreEcW0TEV61a1brK4Y34+QIoBprUtZ/WrSNaVn3F4pr/2cDOau93BZaJiCSuzExo3jzoqlzgI+ANILWufaSmQkZG5Gurh5Dhb2bvmdnmIK+bIl2Mmd1uZiVmVrInzubBEBE5yvDhQRf/FXge2AicAbQIvF4N1ti5WvcTbSEv+zjnrgnzGJ/jDXs9ol1gWbBjzQRmgveEb5jHFRGJnrZtvbl6Cgu9EA/ogHfZJyQz6NcPas4RFCOxuOyzHuhkZj8xs6bAIKAoBscVEYmuvDzv0s2JSE31tvdJuEM9c8xsF3A58JaZvRNYfpaZFQM45w4BdwHv4F0G+x/n3JbwyhYRiQNdu3pz9KSlHd92R+b2yQo5BU/UhDvaZxGwKMjy3UC/au+L8W56i4g0LEcmZxs3zhu3X9dkmWZejz9Kk7odDz3hKyISrtxcWL4ccnK8EUA1LwWlpnrLc3K8dj4HP4TZ8xcRkYCsLFiwwJurp6DAe3K3osIbx5+R4Y3q8enmbjAKfxGRSEpPh/Hj/a4iJF32ERFJQgp/EZEkpPAXEUlCCn8RkSSk8BcRSUIKfxGRJKTwFxFJQgp/EZEkZK6ueSh8ZGZ78KbG9tNpwN99riFWdK4Nk861YarrXDs450I+Shy34R8PzKzEOefftHsxpHNtmHSuDVMkzlWXfUREkpDCX0QkCSn86zbT7wJiSOfaMOlcG6awz1XX/EVEkpB6/iIiSUjhX42ZtTGzJWa2PfC1dS3tzjGzd83sIzPbamYcGHI3AAADw0lEQVTnxrbS8NX3XANtW5rZLjObHssaI6U+52pmF5vZGjPbYmZlZnarH7WeKDO7zsy2mdkOM5sQZH0zM3stsH5dIv6bhXqd5/8L/J8sM7P3zayDH3VGSqjzrdbuZjNzZlbvEUAK/6NNAN53znUC3g+8D2YO8Lhz7gKgG1Aeo/oiqb7nCvAQsCImVUVHfc51H3Cbc+5fgOuAp8zslBjWeMLMrDHwLJANXAgMNrMLazQbBVQ45zoC/wU8Ftsqw1fP8/wQyHLOZQLzgSmxrTJy6nm+mNnJwD3AuuPZv8L/aDcBswPfzwb+rWaDwB9+inNuCYBz7jvn3L7YlRgxIc8VwMwuBU4H3o1RXdEQ8lydc39xzm0PfL8b7wd6/HzmXt26ATucc5845w4A8/DOubrqfwbzgavNzGJYYySEPE/n3J+q/X9cC7SLcY2RVJ+/V/A6Z48B+49n5wr/o53unPtb4Pv/wwu9ms4HvjazhWb2oZk9HvgJnWhCnquZNQKeAMbFsrAoqM/f6w/MrBvQFPg42oVFyNnAzmrvdwWWBW3jnDsEVAKnxqS6yKnPeVY3Clgc1YqiK+T5mtklQHvn3FvHu/Ok+wxfM3sPOCPIqonV3zjnnJkFGwqVAvQAugCfAa8Bw4FZka00fBE41zuAYufcrnjvJEbgXI/s50zgZWCYc+5wZKuUWDGzIUAW0NPvWqIl0Dl7Ei9/jlvShb9z7pra1pnZF2Z2pnPub4EQCHYtfxew0Tn3SWCbQuBnxGH4R+BcLwd6mNkdQAugqZl955yr6/6ALyJwrphZS+AtYKJzbm2USo2Gz4H21d63CywL1maXmaUArYAvY1NexNTnPDGza/B+6Pd0zv0jRrVFQ6jzPRnoDCwLdM7OAIrMrL9zriTUznXZ52hFwLDA98OA14O0WQ+cYmZHrgf3BrbGoLZIC3muzrlfOufOcc6di3fpZ048Bn89hDxXM2sKLMI7x/kxrC0S1gOdzOwngfMYhHfO1VX/M7gFWOoS7yGfkOdpZl2A54H+zrlEHIhRXZ3n65yrdM6d5pw7N/B/dC3eeYcM/iM70CvwwrsG+j6wHXgPaBNYngW8WK1dH6AM2AQUAE39rj1a51qt/XBgut91R+tcgSHAQWBjtdfFftd+HOfYD/gL3n2KiYFlDwbCAKA58EdgB/Bn4Dy/a47Seb4HfFHt77DI75qjeb412i7DG+lUr33rCV8RkSSkyz4iIklI4S8ikoQU/iIiSUjhLyKShBT+IiJJSOEvIpKEFP4iIklI4S8ikoT+P39IT0r5IiO/AAAAAElFTkSuQmCC\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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sz8wMyikpSCXTewwiVeStt95i4MCB/OIXv+C2226L3xmJBAPihTzDlwikKDGY2VXANIKpPf/k7pOL7b8buJlgas9dwCh3/yi67xCwIVr0n+7ePxUxiVQnL774IjfddBMzZ87k6quvLrlgy5Zwzz1VF5hIAkknBjOrAzwCXAFsB3LMbJG7vx9TbB0Qcff9ZjYGmAJcH92X7+7dko1DpLrKysri17/+NS+99BLdq/m0nCKQmhpDD2CLu28FMLPZwACCt/gBcPcVMeXXAjek4PeKVGuFhYX89Kc/ZcGCBaxatYrTTjst7JBEyiUViaEN8HHM+nbg/FLK3wQsiVlvYGa5BI+ZJrv7wkQHmdloghEDaNeuXaIiItXGwYMHGTlyJB999BGrV6+mefPmYYckUm5V2vhsZjcAEaB3zOZT3X2HmZ0GLDezDe7+QfFj3X0GMAMgEomUNvGVSKh2795NZmYmLVq0YNmyZZoHQdJOKrqr7gBOiVlvG90Wx8wuB+4D+rv7waLt7r4j+nMrweCS305BTCKh+Oijj7jooos499xzee6555QUJC2lIjHkAB3NrIOZ1QMGA4tiC5jZt4HHCZJCXsz2pmZWP7rcAuhFTNuESDpZt24dvXr1YvTo0fzud7/TdJmStpJ+lOTuBWb2I4KRgesAT7r7e2Y2Ach190XAbwkGipwbnV2qqFvqmcDjZlZIkKQmF+vNJJIWXn75ZW688UaysrK45pprwg5HJCnmJUxGXp1FIhHPzc0NOwwRAGbOnMl9993H/Pnz6dmzZ9jhiJTIzN529zIH2dKbzyIV5O788pe/5JlnnmHlypV06tQp7JBEUkKJQaQCvvrqK0aPHs3777/PmjVrOPHEE8MOSSRllBhEjtK+ffu45ppryMjIYMWKFRx33HFhhySSUuo2IXIUduzYwcUXX0zHjh1ZsGCBkoLUSEoMIuW0YcMGLrzwQn74wx/yyCOPUKeis6+JVHN6lCRSDsuXL2fw4MFMmzaNIUOGhB2OSKVSjUGkDLNmzWLIkCHMnTtXSUFqBdUYRErg7jz44IM88cQTrFixgrPOOivskESqhBKDSAIFBQXcfvvt5Obmsnr1ak4++eSwQxKpMkoMIsV88cUXXH/99RQWFvL666/TqFGjsEMSqVJqYxCJsXPnTnr37k3r1q1ZtGiRkoLUSkoMIlH/+Mc/uPDCCxk4cCBPPPEEdevWDTskkVDoUZII8Le//Y1rr72WKVOmMHz48LDDEQmVEoPUenPmzOHOO+/kmWee4Yorrgg7HJHQKTFIreXuPPTQQ0ybNo1XXnmFc845J+yQRKoFJQaplQ4dOsR///d/89prr7F69WpOOeWUsg8SqSVS0vhsZleZ2UYz22Jm4xLsr29mc6L73zSz9jH7xke3bzSz76YiHpHS7N+/n2uuuYb333+fVatWKSmIFJN0YjCzOsAjQF/gLGCImRV/RfQmYLe7nwE8DPwmeuxZBHNEnw1cBTwaPZ9Ipdi1axd9+vShUaNGLFmyhMaNG4cdkki1k4oaQw9gi7tvdfevgNnAgGJlBgBPRZfnAd+xYPLnAcBsdz/o7h8CW6LnE0m5zZs3c+GFF3L55Zfz9NNPU69evbBDEqmWUpEY2gAfx6xvj25LWMbdC4C9QPNyHguAmY02s1wzy921a1cKwpbaZO3atVxyySX8z//8DxMnTiS4LxGRRNLmBTd3n+HuEXePtGzZMuxwJI0sWLCAq6++mpkzZzJ69OiwwxGp9lLRK2kHENt61za6LVGZ7WZ2LNAY+LScx4pU2B/+8AcmT57Myy+/zHnnnRd2OCJpIRU1hhygo5l1MLN6BI3Ji4qVWQQUvU56LbDc3T26fXC011IHoCPwVgpiklqusLCQsWPH8uijj7Jq1SolBZGjkHSNwd0LzOxHwFKgDvCku79nZhOAXHdfBMwEZpnZFuAzguRBtNxzwPtAAXCHux9KNiapofLyIDsb1q+HvXuhcWPo2hVGjoSYx4sHDhzgxhtvZOfOnbzxxhs0a9YsvJhF0pAFN+7pJRKJeG5ubthhSFXJyYFJk2DJkmD9wIHD+zIywB369oXx4/ns9NMZMGAAJ598Mk899RQNGjQIJ2aRasjM3nb3SFnl0qbxWWqprCy49FJYuDBICLFJASA/P9i2cCGFl1zC9DPP5IILLuDZZ59VUhCpIA2JIdVXVhaMHQv795dd1p1jDhzgvkOHqHvaaXCM7nlEKkr/eqR6yslJmBRuAFoDJwCdgD8VO6zu118Hx+lRo0iFKTFI9TRpUvCYqJjxwDZgH0GXtp8BbxcvlJ8fHC8iFaLEINVPXl7Q0JygY8TZQP3oskU/HxQv5A6LF4PekBepECUGqX6ys0vdfTvQEPgWwWOlfokKmZV5HhFJTIlBqp/164/sfRTjUeBz4G/AIA7XIOLk58OGDZUSnkhNp8Qg1c/evWUWqQNcRDDqYlZJhXbvTl1MIrWIEoNUP0cxR0IBCdoYijRtmopoRGodJQapfrp2hQQvp+URTPbxBXCIYAyWZ4HvJDpHRgZ06VKJQYrUXEoMUv2MGJFwsxE8NmoLNAXGAr8H+icq7F7ieUSkdHrzWaqfE0/Er7oKf+EFjonpstoSeL08x5tBv35xA+uJSPmpxiDVTkFBAb855hgOVvQEGRkwfnwqQxKpVZQYpFr58ssvGTRoEMs//xweeggaNjy6EzRsCFOnQqTMASRFpAR6lCTVRl5eHldffTVnnnkmTzzxBHXr1g0aoceODd5LKG2IeLOgpjB1KowZU3VBi9RAqjFItbB582Z69uzJd7/7Xf785z8HSQGCL/nXX4fMzCBJZGTEH5iREWzPzAzKKSmIJC2pGoOZNQPmAO0Jxja7zt13FyvTjaAzyQkEvQwfcPc50X3ZQG+g6I2mEe7+TjIxSfpZu3YtmZmZTJgwgVtuueXIApEIPP98MPZRdnbwRvPu3cF7Cl26BL2P1NAskjJJzeBmZlOAz9x9spmNA5q6+73FynQC3N03m9nJBINhnunue6KJ4f+4+7yj+b2awa3meOGFF7j55pvJzs7me9/7XtjhiNRoVTWD2wDgqejyU8DA4gXcfZO7b44u/4vgPSXd3gmPPvooY8aMYcmSJUoKItVIsomhlbt/El3eCbQqrbCZ9QDqET+KwQNmtt7MHjazhOOhSc1SWFjIuHHjmDZtGqtWrSKiHkQi1UqZbQxmtgw4KcGu+2JX3N3NrMTnUmbWGpgFDHf3wujm8QQJpR4wA7gXmFDC8aOB0QDt2rUrK2yppg4ePMioUaPYtm0bq1evpnnz5mGHJCLFlJkY3P3ykvaZ2b/NrLW7fxL94s8rodwJwEvAfe6+NubcRbWNg2b2Z4JRDkqKYwZB8iASiVS8YURCs2fPHgYNGkSTJk1YtmwZGcV7GIlItZDso6RFwPDo8nDgheIFzKwesAB4ungjczSZYGZG0D7x9yTjkWrq448/5uKLL+a//uu/mDt3rpKCSDWWbGKYDFxhZpuBy6PrmFnEzIrmab8OuAQYYWbvRD/dovueMbMNwAagBTAxyXikGlq/fj09e/ZkxIgRTJs2jTp16oQdkoiUIqnuqmFRd9X08eqrrzJkyBCmT5/O4MGDww5HpFarqu6qIiX6y1/+wtChQ5k7d66Sgkga0VhJknLuzuTJk3n88cdZvnw5Z599dtghichRUGKQlCooKODOO+9kzZo1rF69mpNPPjnskETkKCkxSMp8+eWXDBkyhAMHDrBy5UpOOOGEsEMSkQpQG4OkRF5eHn369KFZs2a89NJLSgoiaUyJQZJW4pDZIpKWlBgkKWvXruWSSy7h3nvvZcKECQTvKopIOlMbg1SYhswWqZmUGKRCHnnkER544AGWLFmi0VFFahglBjkqhYWF/PSnP2XBggWsWrWK0047LeyQRCTFlBik3DRktkjtoMZnKZc9e/bQt29f8vPzWbZsmZKCSA2mxCBl0pDZIrWLEoOUSkNmi9Q+amOQEmnIbJHaSTUGSWjWrFkaMluklkqqxmBmzYA5QHtgG3Cdu+9OUO4QwSxtAP909/7R7R2A2UBz4G1gmLt/lUxMkpzYIbNXrFjBWWedFXZIIlLFkq0xjANedfeOwKvR9UTy3b1b9NM/ZvtvgIfd/QxgN3BTkvFIEgoKCrj99tuZM2cOq1evVlIQqaWSTQwDgKeiy08BA8t7oAWD6vQB5lXkeEmtL7/8kkGDBvHBBx+wcuVKzaMgUoslmxhaufsn0eWdQKsSyjUws1wzW2tmRV/+zYE97l4QXd8OtEkyHqmAvLw8LrvsMg2ZLSJAOdoYzGwZcFKCXffFrri7m5mXcJpT3X2HmZ0GLDezDcDeownUzEYDowHatWt3NIfWPnl5kJ0N69fD3r3QuDF07QojR0LLlnFFN2/eTN++fRk6dCi/+tWvNDqqiASNjRX9ABuB1tHl1sDGchyTDVwLGPAf4Njo9guBpeX5veedd55LAm+95Z6Z6d6gQfCBw5+MjGBbZmZQzt3XrFnjrVq18hkzZoQcuIhUBSDXy/Edm+yjpEXA8OjycOCF4gXMrKmZ1Y8utwB6Ae9Hg1wRTRIlHi/llJUFl14KCxfCgQPBJ1Z+frBt4UK49FLeve02rr76ap588kluueWWUEIWkeop2cQwGbjCzDYDl0fXMbOImf0pWuZMINfM3iVIBJPd/f3ovnuBu81sC0Gbw8wk46mdsrJg7FjYvz+oH5TGHfbvp+Pjj5Nz003069evamIUkbRhXtYXSTUUiUQ8Nzc37DCqh5ycoKawf3/c5kuBtRxuRGpD8NwvTsOG8PrroPkURGoFM3vb3cv8B683n9PdpEnBY6IE/gh8Ef0ckRQgOG7SpMqLTUTSkhJDOsvLgyVLyn58VBJ3WLwYdu1KbVwiktaUGNJZdnapu8cDRa39r5VUyKzM84hI7aLEkM7Wrz+y91HUb4CtwA6Clz+uBj5IVDA/HzZsSLRHRGopJYZ0trfkdwTPBxoB9Qn6AfcCFpdUePcR4x6KSC2mxJDOGjcud1EDSmyJaNo0FdGISA2hxJDOunaFBg2O2LwHWAocAAqAZ4CVwFWJzpGRAV26VGKQIpJulBjS2YgRCTd/DfwMaEnQ+PwHYCHQKVFh9xLPIyK1kxJDOjvxROjbFy828F1LIAf4nKD2sBa4ItHxZtCv3xED64lI7abEkOb2jBnDgYqOiJqRAePHpzYgEUl7SgxpbOvWrfS44w6WXnEF3rDh0R3csCFMnarhMETkCEoMaSo3N5eLLrqIn/zkJwx8+WVs6tTgy76s2oPZ4aQwZkzVBCsiaUWJIQ0tXryYvn37kpWVxZiiL/cxY4IB8TIzg55KGRnxB2VkBNszM4NySgoiUoIyZ3CT6mXmzJncd999vPjii1xwwQXxOyMReP75YOyj7Ozgjebdu4P3FLp0CXofqaFZRMqgxJAm3J1f/epXzJo1i5UrV9KpU8LOp4GWLeGee6ouOBGpUZQY0sDXX3/Nbbfdxvr161m9ejWtWrUKOyQRqcGSamMws2Zm9oqZbY7+PGJsBTO7zMzeifkcMLOB0X3ZZvZhzL5uycRTE33xxRf079+fnTt38tprrykpiEilS7bxeRzwqrt3BF6Nrsdx9xXu3s3duwF9gP3A/8YUuadov7u/k2Q8NcrOnTvp3bs3bdu25YUXXuC4444LOyQRqQWSTQwDgKeiy08BA8sofy2wxN33l1Gu1tu4cSM9e/ZkwIABzJgxg2OP1VM/EakaySaGVu7+SXR5J1DWc47BwLPFtj1gZuvN7GEzq59kPDXC6tWr6d27Nz//+c/5xS9+gVX0zWYRkQoo8zbUzJYBJyXYdV/siru7mZU4srOZtQa6EAz8WWQ8QUKpB8wA7gUmlHD8aII5Z2jXrl1ZYaetBQsWcOutt/L0009z1VUJx0MVEalUZSYGd7+8pH1m9m8za+3un0S/+PNKOdV1wAJ3/zrm3EW1jYNm9mdgbClxzCBIHkQikQpOcly9PfLIIzz44IO8/PLLnHvuuWGHIyK1VLKPkhYRTBBG9OcLpZQdQrHHSNFkggXPSgYCf08ynrRUWFjIvffeyx/+8AdWrVqlpCAioUq2RXMy8JyZ3QR8RFArwMwiwG2lLjC9AAAJa0lEQVTufnN0vT1wCvB6seOfMbOWBBOMvQPclmQ8aefgwYOMGjWKbdu28cYbb9C8efOwQxKRWi6pxODunwLfSbA9F7g5Zn0b0CZBuT7J/P50t3fvXjIzM2nSpAnLli0jo/j4RiIiIdAgeiHZvn07F198MWeffTZz585VUhCRakOJIQR///vf6dmzJ8OGDWP69OnUqVMn7JBERL6ht6aq2IoVK7j++uv5/e9/z9ChQ8MOR0TkCEoMVWj27NncddddzJkzh8suuyzscEREElJiqALuzkMPPcT06dN59dVX6dKlS9ghiYiUSImhkh06dIi7776b5cuXs3r1atq2bRt2SCIipVJiqET5+fkMGzaMTz/9lL/97W80adIk7JBERMqkXkmV5NNPP+WKK66gbt26vPzyy0oKIpI2lBgqwbZt2+jVqxc9e/bkmWeeoX59DRorIulDiSHF1q1bR69evbjjjjuYMmUKxxyj/8Qikl7UxpBCS5cuZdiwYTz22GMMGjQo7HBERCpEiaE0eXmQnQ3r18PevdC4MXTtCiNHQsuWcUWzs7MZN24cCxYsoFevXuHEKyKSAkoMieTkwKRJsGRJsH7gwOF98+fDL38JffvC+PF4JMLEiRN58sknee211/jWt74VTswiIimixFBcVhaMHQv5+eAJ5gPKzw9+LlyIL13KM9/+Ngv272fNmjWcdFKiie5ERNKLWkZjFSWF/fsTJ4VY7tj+/Vy7Zg2rhw1TUhCRGkOJoUhOzuGkEHUQuAk4FWgEdAOWFDusQWEhDX72M8jNrbJQRUQqU1KJwcx+YGbvmVlhdNa2kspdZWYbzWyLmY2L2d7BzN6Mbp9jZvWSiScpkyYdfkwUVcDhaef2AhMJpqjbVvzY/PzgeBGRGiDZGsPfgUHAypIKmFkd4BGgL3AWMMTMzoru/g3wsLufAewmuEGvenl5QUNzscdHxwH3A+0J/kN9H+gAvF38eHdYvBh27ar0UEVEKltSicHd/+HuG8so1gPY4u5b3f0rYDYwwMwM6APMi5Z7ChiYTDwVlp1drmL/BjYBZyfaaVbu84iIVGdV0cbQBvg4Zn17dFtzYI+7FxTbXvXWr4/vkprA18APgeFAwg6p+fmwYUPqYxMRqWJldlc1s2VAoi4397n7C6kPqcQ4RgOjAdq1a5fak+/dW+ruQmAYUA/4Y2kFd+9OXUwiIiEpMzG4++VJ/o4dBG24RdpGt30KNDGzY6O1hqLtJcUxA5gBEIlEyuhLepQaNy5xlxM0fPwbWAzULe08TZumNCwRkTBUxaOkHKBjtAdSPWAwsMjdHVgBXBstNxyoshpInK5doUGDhLvGAP8AXgQySjtHRgZoZjYRqQGS7a6aaWbbgQuBl8xsaXT7yWa2GCBaG/gRsJTgO/Y5d38veop7gbvNbAtBm8PMZOKpsBEjEm7+CHgceIfgWdrx0c8ziQq7l3geEZF0Yl7WG77VUCQS8dxUv1A2aBAsXFj2G8+JmEFmJjz/fGpjEhFJITN7291LfOesiN58LjJ+fPA4qCIyMoLjRURqACWGIt27w9Sp0LDh0R3XsGFwXKTMJCwikhY0umqsMWOCn6WNrlrELKgpTJ16+DgRkRpANYbixoyB118P2gwaNDjy8VJGRrA9MzMop6QgIjWMagyJRCJBQ/KuXcEwFxs2BC+vNW0adEkdMeKIGdxERGoKJYbStGwJ99wTdhQiIlVKj5JERCSOEoOIiMRRYhARkThKDCIiEkeJQURE4igxiIhIHCUGERGJo8QgIiJx0nLYbTPbRTBdQmVrAfynCn5PdVBbrrW2XCfUnmutLdcJyV/rqe5e5rANaZkYqoqZ5ZZn7PKaoLZca225Tqg911pbrhOq7lr1KElEROIoMYiISBwlhtLNCDuAKlRbrrW2XCfUnmutLdcJVXStamMQEZE4qjGIiEgcJYYYZtbMzF4xs83Rn01LKXuCmW03sz9WZYypUp5rNbNuZrbGzN4zs/Vmdn0YsVaEmV1lZhvNbIuZjUuwv76ZzYnuf9PM2ld9lMkrx3XebWbvR/9+r5rZqWHEmQplXWtMuWvMzM0sLXsqlec6zey66N/1PTP7a8qDcHd9oh9gCjAuujwO+E0pZacBfwX+GHbclXWtQCegY3T5ZOAToEnYsZfj2uoAHwCnAfWAd4GzipW5HXgsujwYmBN23JV0nZcBDaPLY9LxOst7rdFyjYCVwFogEnbclfQ37QisA5pG109MdRyqMcQbADwVXX4KGJiokJmdB7QC/reK4qoMZV6ru29y983R5X8BeUA6zGnaA9ji7lvd/StgNsH1xoq9/nnAd8zMqjDGVCjzOt19hbvvj66uBdpWcYypUp6/KcCvgd8AB6oyuBQqz3XeAjzi7rsB3D0v1UEoMcRr5e6fRJd3Enz5xzGzY4CHgLFVGVglKPNaY5lZD4I7mA8qO7AUaAN8HLO+PbotYRl3LwD2As2rJLrUKc91xroJWFKpEVWeMq/VzM4FTnH3l6oysBQrz9+0E9DJzN4ws7VmdlWqg6h1cz6b2TLgpAS77otdcXc3s0Rdtm4HFrv79up+g5mCay06T2tgFjDc3QtTG6VUBTO7AYgAvcOOpTJEb9h+B4wIOZSqcCzB46RLCWqAK82si7vvSeUvqFXc/fKS9pnZv82stbt/Ev0yTFRFuxC42MxuB44H6pnZF+5eYmNYWFJwrZjZCcBLwH3uvraSQk21HcApMetto9sSldluZscCjYFPqya8lCnPdWJmlxPcDPR294NVFFuqlXWtjYD/Al6L3rCdBCwys/7unltlUSavPH/T7cCb7v418KGZbSJIFDmpCkKPkuItAoZHl4cDLxQv4O4/dPd27t6e4HHS09UxKZRDmddqZvWABQTXOK8KY0tWDtDRzDpEr2EwwfXGir3+a4HlHm3JSyNlXqeZfRt4HOhfGc+iq1Cp1+rue929hbu3j/7bXEtwzemUFKB8/+8uJKgtYGYtCB4tbU1lEEoM8SYDV5jZZuDy6DpmFjGzP4UaWeqV51qvAy4BRpjZO9FPt3DCLb9om8GPgKXAP4Dn3P09M5tgZv2jxWYCzc1sC3A3Qc+stFLO6/wtQc12bvTvV/xLJi2U81rTXjmvcynwqZm9D6wA7nH3lNZ29eaziIjEUY1BRETiKDGIiEgcJQYREYmjxCAiInGUGEREJI4Sg4iIxFFiEBGROEoMIiIS5/8DpkCdFR91qQMAAAAASUVORK5CYII=\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "48\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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h2WdDNglNAu4DRgKHAPcA/xVqG8nJ0K9fJKMUabX0xLDE1sSJtS66CRgI9AJ6AwPwbirV4Fyd2xGR2ikJSGx16eKNBWQ1G3sOAf4OfAVsB/4GtA+qsw9Y85OfsH3fvkhHKtIqKQlI7OXkeE06TdAmOZnXTj+dE088kdzcXHaHaFYSkdopCUjsDRwIc+d6Q0A0RkoK9pe/cN0//sHq1at588036d27NwsXLiReR8cViTdKAhIfsrIOJIIQTUMHMfPqzZ3rrQccd9xxPPfcczzyyCPk5uZy5plnUlxcHIXARVo2JQGJH1lZ3mBwmZnQvn3NJqLkZK88M9Or508AgYYNG0ZJSQmTJk1i7NixXHbZZWzbti1Kf4BIy6NJZSQ+VVR4Q0GsW+c9CJaa6nUDnTixwTOLffPNN8yePZv58+dzzTXXkJ2dzY9+9KOIhi0Sa5pZTCTIBx98wLRp03j99de54447+M1vfkObNroIltZJM4uJBOnZsydPPfUUTz/9NPPmzWPw4MG8/vrrsQ5LJC4oCUjCGDp0KKtWreKaa67hoosu4sILL+SDDz6IdVgiMaUkIAmlTZs2XHLJJZSVldG3b19OPfVUcnJy+Prrr2MdmkhMKAlIQkpJSWHGjBmUlpby6aefkp6ezsMPP8w+PXksCUZJQBJat27dyM/PZ/HixSxYsIBTTz2VF198MdZhiUSNkoAI4PP5ePXVV7nxxhu54oorGDduHFu2bIl1WCIRpyQg4mdm/OpXv2LTpk0MGTKEIUOGMHnyZHZowhppxZQERIK0b9+eG264gQ0bNrBr1y7S09OZN28e33//faxDEwk7JQGRWnTt2pUHH3yQZcuWUVBQwEknnURRUVGswxIJKyUBkXr079+fZcuWMXv2bK699lpGjhzJhg0bYh2WSFgoCYg0gJkxZswY1q9fz8iRI8nIyOCqq67i888/j3VoIs2iJCDSCO3ateO6665j8+bNtGnTht69e3P33XezZ8+eWIcm0iRhSQJmNtLMysxsq5lNC7H8UDN72r/8DTPrGY79isRKp06duO+++3j11VdZsWIFffv2paCgQJPZSIvT7CRgZknA/cAooA9wsZn1Cap2BbDDOXcccA9wZ3P3KxIPevfuzZIlS5g3bx7Tp0/nnHPOYe3atbEOS6TBwnElMAjY6px7zzm3B3gKGBtUZyywwP96EXCOWX3TR4m0HCNGjODtt9/mggsuYMSIEfzud79j+/btDd9AeTnMmQOXXALnnef9njPHm1dBJILCkQS6AR8FvN/mLwtZxzm3F9gJdArDvkXiRtu2bcnKyqKsrIzU1FT69u3LHXfcQVVVVe0rFRfD+PHQowfMnAlPPAH//rf3++ab4eijveWaKlMiJK5uDJvZlWZWYmYlFfoGJC1Ux44dueuuu3jjjTcoKSmhd+/ePP300zXvF+TlQUYGFBTA7t3eT6CqKq+soMCrl5cXrT9BEkg4ksDHQPeA90f5y0LWMbO2QAfgi+ANOecedM75nHO+tAZOISgSr4477jj++c9/kp+fz+zZsznjjDN48803vYV5eZCdDZWVUN/NZOe8etnZSgQSduFIAsXA8WZ2jJm1Ay4CFgfVWQxc7n/9K+BFp24UkiAyMjIoKSn5YWC6GaNGsX/KFO/EHsIWoD1wSfCC6kSgaVcljJqdBPxt/FcDS4FNwELn3AYzu9XMxvir/V+gk5ltBSYDNbqRirRmSUlJ/Pa3v6WsrIwL33sPV8d9gquAgbUtrKqC3NxIhCgJqm04NuKcKwQKg8pmBLzeDVwQjn2JtGSHV1XR98MPa13+FNARGApsDVXBOSgs9HoNqclUwiCubgyLtHr5+bUu+hqYAdxd3zbM6tyOSGMoCYhEU2lpzV5AfjfhPVV5VH3bqKqCdevCHJgkqrA0B4lIA+3cGbJ4LbAceKuh29FENxImSgIi0dShQ8jil4EPgKP973cB+4CNwH9CrZCaGvbQJDGpOUgkmvr3h/btaxRfCbyLd0WwFvgD8Eu8Lnc1JCdDv34RDFISiZKASDRNnBiyOAX4ScDPYXjPCoTs/+NcrdsRaSwlAZFo6tIFRo3yevjU4WbgHyHK9wElXbvyieY7ljBREhCJtpwcr0mnCdokJ7Pq7LPp168ft956K99++22Yg5NEoyQgEm0DB8LcuZCS0rj1UlKwv/yFPy1YwJo1a9i0aRMnnHACCxYsYP/+/ZGJVVo9JQGRWMjKOpAI6ptaw8yrN3eutx7Qs2dPnnzySRYtWsQDDzyAz+fjpZdeikLg0tooCYjESlYWvPIKZGZ6PYaCm4iSk73yzEyvnj8BBBo8eDCvv/4606ZN44orrmDs2LGUlZVF6Q+Q1sDidTBPn8/nSjRaoiSKigpvKIh167wHwVJTvW6gEyc2eIyg7777jvvuu48777yTiy++mJkzZ9Kpk+ZuSjRmtsY552twfSUBkdaloqKCW265haeffppp06Zx9dVXc+ihh8Y6LImSxiYBNQeJtDJpaWnMmzeP1157jVdeeYU+ffqwaNGimjObiaAkINJqpaens3jxYh566CFuv/12zjzzTN54441YhyVxRmMHibRyP//5zykpKeGxxx5j/PjxnH322eTm5tKjR49Yh9Y6lZd793dKS70BAzt08IYLmTQpLueA0JWASAJISkpi0qRJlJWV0atXL0455RRycnL4+uuvYx1a61FcDOPHQ48eMHMmPPEE/Pvf3u+bb4ajj/aWFxfHOtKDKAmIJJDDDjuMm2++mdLSUrZv384JJ5zA/Pnz2bt3b6xDa9ny8iAjAwoKvPkigueMqKryygoKvHp5ebGIMiQlAZEE1K1bNx599FEKCwtZuHAhJ510EkVFRbp53BR5eZCdDZWV3uB+dXHOq5edHTeJQElAJIENGDCAFStWkJuby3XXXceIESNYp1nLGq64+EACCDAP8AGHAhNDrVedCOKgG7ySgEiCMzPGjBnD+vXrGTNmDMOHD+fKK69k+/btsQ4t/uXmek09QX4K3Aj8tq51q6q89WOsWUnAzI4ws2VmtsX/u8Z0R2Z2spmtMrMNZlZqZhc2Z58iEhmHHHIIV199NWVlZXTo0IETTzyR22+/ncqgb7niV14ORUUhm4DGA+OAOp/Xdg4KC72nxWOouVcC04AVzrnjgRX+98Eqgcucc32BkcC9ZtaxmfsVkQjp2LEjd911F2+++SZvv/026enpPP744xqpNFh+fvO3YRae7TRDc5PAWGCB//UCvOR3EOfcO865Lf7XnwDl1DJhkojEj2OPPZaFCxfy5JNPMm/ePAYNGsSrr74a67DiR2lpzV5AjVVV5Y0XFUPNTQJdnXOf+l9vB7rWVdnMBgHt8KZTFZEW4PTTT2fVqlVMmTKFyy67jPHjx7Nly5ZYhxV7O3eGZzs7doRnO01UbxIws+Vmtj7Ez9jAes7rW1Zr/ygzOxJ4HJjknAt5XWlmV5pZiZmVVMS4nUxEDmjTpg0XX3wxmzZtYtCgQQwZMoTrr7+eL7/8MtahRdX+/fvZvHkzjzzyCKs2bQrPRlNr3EqNqnqTgHNuuHPuxBA/zwOf+U/u1Sf58lDbMLMfA0uA6c651XXs60HnnM8550uLw8erRRJdcnIy06ZNY+PGjezevZv09HTuvfde9uzZE+vQImLXrl28+OKLzJo1i1/+8pd07tyZUaNGsXz5cvafeCL7axmddS+wG29O6H3+1yEfx0tO9oYMj6FmDSVtZncBXzjnZpvZNOAI59x/B9VpBxQB/3LO3dvQbWsoaZH4t2HDBqZOncqWLVuYM2cO48aNw+qbKa1anI2x45zj/fffZ+XKlaxcuZJVq1bxzjvvcPLJJzNkyBCGDh3KkCFDOPLIIw/E36NHyPsCNwO3BJXN9JcfpH17+PDDsP69UZ1PwMw6AQuBo4H/BSY45740Mx/wB+fc78zsEuBRYEPAqhOdc2vr2raSgEjL8cILL5CdnU3Hjh25++678fnqOAcVF3v944uKvPeBJ9HkZK/r5KhRkJPjzcccIVVVVaxZs+aHE/7KlStp27btDyf7oUOHMmDAgLrnYhg/3hsKoinnUTNv1rhnn236HxFys5pURkRiYN++fTz66KPMmDGDc845hzvuuIPu3bsfXKl6iIWqqrpPnGZeQgiYV7m5Pvroo4NO+Bs2bKBPnz4HnfS7d+/e8CsZ8BJaRkaNJ4YbJCXFmza0roTZBEoCIhJT33zzDXPmzOHvf/87WVlZ3HDDDRx++OEHj7HTUCkpTUoEe/bs4a233vrhhL9y5Ur27NlzULOOz+cjJSWlkX9dCFH8uxpCSUBE4sJHH33E9OnTWb58OfdPmsS4e+/Fgk6UGcBqDkxs0g0oC95QA74xb9++nVWrVv1w0l+7di3HHXfcQSf9n/3sZ437lt8YMbzCqbkLJQERiSMlJSVUjhzJ6V98QVLQsgzgEuB3dW0gqO187969rFu37qCmnR07djBkyJAfTvqDBg3yrj6iqaTEu9dRWOjFHDimUPW9jtGjvXsdYW4CCtTYJKCZxUQkonxHH4379lua/B3cOfb961/Mvu46VpSWUlxcTPfu3Rk6dCjDhg1j+vTpnHDCCbRpE+PxMH0+L1FVVHi9ntat8x4ES031uoFOnBiXM4spCYhIZOXn15kAcvAGHTsBuB3v6iDY9/v24Vu/nlOmTmXw4MGkxvgBqzqlpcHUqbGOosGUBEQksuoYY+dOoA/eWDJPAecBa4GfBdVrv38/I376U6/rqISV5hMQkciqY4yd04DD8SZfuRw4HSisrXKMx9hprZQERCSyOnRocFWjjgHI4rkJqAVTEhCRyOrf3xseIchXwFIOjKvzBPAq3qQjNcTBGDutlZKAiETWxIkhi7/Hm4IxDegM3AcUAL1CVXau1u1I8ygJiEhkdeni3dANelArDSgGvsG7KlgN/CLU+mZe//o47F7ZGigJiEjk5eR4TTpNkZzsrS8RoSQgIpE3cKA3VEJjx+qpHmMngk/YJjo9JyAi0VE9Vk6cjLEjHl0JiEj0ZGV5g8FlZno9hoKaiCoBd+ih3vJXXlECiAJdCYhIdNUxxs5jK1dy9E03Mfryy2MdZcJQEhCR2Ag1xs78+TzxwgtKAlGk5iARiRvjx49nyZIlVAUOwywRpSQgInGjS5cunHrqqSxdujTWoSQMJQERiSsXXHABCxcujHUYCUNJQETiyvjx4yksLFSTUJQ0KwmY2RFmtszMtvh/1zrMn5n92My2mdm85uxTRFq3Ll264PP5+J//+Z9Yh5IQmnslMA1Y4Zw7Hljhf1+b2/AGCRQRqZOahKKnuUlgLLDA/3oBMC5UJTM7FegKvNDM/YlIAhg/fjxFRUVqEoqC5iaBrs65T/2vt+Od6A9iZm2AvwDZ9W3MzK40sxIzK6moqGhmaCLSUqWlpeHz+SgqKop1KK1evUnAzJab2foQP2MD6znnHKEnBfojUOic21bfvpxzDzrnfM45X5qGjRVJaBMmTOCZZ56JdRitXr1PDDvnhte2zMw+M7MjnXOfmtmRQHmIakOAM83sj8BhQDsz2+Wcq+v+gYgkuMzMTP77v/+byspKUho7+qg0WHObgxbjzQ+N//fzwRWcc79xzh3tnOuJ1yT0mBKAiNQnLS2NgQMHqkkowpqbBGYDvzCzLcBw/3vMzGdmDzc3OBFJbGoSijxzdY3pHUM+n8+VlJTEOgwRiaHPP/+c4447jk8++URNQg1kZmuccw2ehUdPDItI3OrcuTODBg1Sk1AEKQmISFzTg2ORpSQgInEtMzOTpUuXUllZGetQWiUlARGJa9VNQoWFhbEOpVVSEhCRuDdhwgQ1CUWIkoCIxL3MzExeeOEFvv3221iH0uooCYhI3OvUqROnnXaamoQiQElARFoEPTgWGUoCItIijBs3jqVLl6pJKMyUBESkRejUqRNDhgxRk1CYKQmISIuhB8fCT0lARFqMcePGqZdQmCkJiEiL0alTJ4YOHcqSJUtiHUqroSQgIi2KmoTCS0lARFqUcePGsWzZMnbt2hXrUFoFJQERaVGOOOIINQmFkZKAiLQ4enAsfJQERKTFUZNQ+CgJiEiLk5qayumnn86///3vWIfS4ikJiEiLpCah8GjbnJU88T5BAAAJvUlEQVTN7AjgaaAn8AEwwTm3I0S9o4GHge6AA0Y75z5ozr5FJLGNHTuW2/70J76bNYtDN2+GnTuhQwfo3x8mTYK0tFiH2CKYc67pK5vNAb50zs02s2lAqnPuhhD1XgZud84tM7PDgP3OuTrnivP5fK6kpKTJsYlIK1ZcDLm57Hn+edokJdH2++8PLEtOBudg1CjIyYGBA2MXZwyY2RrnnK+h9ZvbHDQWWOB/vQAYFyKgPkBb59wyAOfcrvoSgIhIrfLyICMDCgpot3//wQkAoKoKdu+GggKvXl5eLKJsMZqbBLo65z71v94OdA1RpxfwlZn908zeMrO7zCypmfsVkUSUlwfZ2VBZ6X3br4tzXr3sbCWCOtSbBMxsuZmtD/EzNrCe89qVQv2rtAXOBLKBgcCxwMRa9nWlmZWYWUlFRUVj/xYRac2Kiw8kAL/vgCuAHsDhwMlAUfB61YlAzcsh1ZsEnHPDnXMnhvh5HvjMzI4E8P8uD7GJbcBa59x7zrm9QAFwSi37etA553PO+dJ0U0dEAuXmek09Afbi9TZ5BdgJzAIm4PVSOUhVlbe+1NDc5qDFwOX+15cDz4eoUwx0NLPqs/rPgY3N3K+IJJLycigqqtEE9CPgZrzuiW2A/wKOAdYEr+8cFBaCWhhqaG4SmA38wsy2AMP97zEzn5k9DOCc24fXFLTCzNYBBjzUzP2KSCLJz29Qtc+Ad4C+oRaaNXg7iaRZzwk4574AzglRXgL8LuD9MqB/c/YlIgmstNTr8VOH74Hf4DVJpIeqUFUF69aFP7YWTk8Mi0j827mzzsX7gUuBdsC8uiruqPEsa8Jr1pWAiEhUdOhQ6yKH10PoM6AQOKSu7aSmhjWs1kBXAiIS//r3h/btQy7KAjYB/wKS69pGcjL06xf+2Fo4JQERiX8TJ4Ys/l/gAWAt8BPgMP/PE6EqO1frdhKZkoCIxL8uXbyxgMwOKu6B1xy0G9gV8POb4PXNYPRoDSoXgpKAiLQMOTlek05TJCd760sNSgIi0jIMHAhz50JKSuPWS0nx1vM1eGDNhKLeQSLScmRleb+zs71+/3UNImfmXQHMnXtgPalBVwIi0rJkZcErr0BmptdjKLiJKDnZK8/M9OopAdRJVwIi0vL4fPDss95YQPn53pPAO3Z4zwH06+f1AtJN4AZREhCRlistDaZOjXUULZqag0REEpiSgIhIAlMSEBFJYEoCIiIJTElARCSBKQmIiCQwJQERkQSmJCAiksDM1TX2RgyZWQXecOHR1hn4PAb7rYtiarh4jCseY4L4jCseY4L4jKu2mHo45xr8uHTcJoFYMbMS51xcDTeomBouHuOKx5ggPuOKx5ggPuMKV0xqDhIRSWBKAiIiCUxJoKYHYx1ACIqp4eIxrniMCeIzrniMCeIzrrDEpHsCIiIJTFcCIiIJLOGSgJldYGYbzGy/mdV6Z93MRppZmZltNbNpAeXHmNkb/vKnzaxdmOI6wsyWmdkW/+/UEHWGmdnagJ/dZjbOvyzfzN4PWHZyNGLy19sXsN/FAeWxPFYnm9kq/791qZldGLAsbMeqts9JwPJD/X/7Vv+x6BmwLMdfXmZmI5oaQxNimmxmG/3HZYWZ9QhYFvLfMkpxTTSzioD9/y5g2eX+f+8tZnZ5FGO6JyCed8zsq4BlETlWZvaImZWb2fpalpuZ/c0fc6mZnRKwrPHHyTmXUD9Ab+AE4GXAV0udJOBd4FigHfA20Me/bCFwkf/1fCArTHHNAab5X08D7qyn/hHAl0CK/30+8KswH6sGxQTsqqU8ZscK6AUc73/9U+BToGM4j1Vdn5OAOn8E5vtfXwQ87X/dx1//UOAY/3aSohTTsIDPTVZ1THX9W0YpronAvFo+6+/5f6f6X6dGI6ag+n8CHonCsToLOAVYX8vy0UARYMBg4I3mHKeEuxJwzm1yzpXVU20QsNU5955zbg/wFDDWzAz4ObDIX28BMC5MoY31b6+h2/0VUOScqwzT/sMR0w9ifaycc+8457b4X38ClAPhnm8w5OekjlgXAef4j81Y4Cnn3HfOufeBrf7tRTwm59xLAZ+b1cBRYdhvs+OqwwhgmXPuS+fcDmAZMDIGMV0MPBmG/dbJOfcq3he82owFHnOe1UBHMzuSJh6nhEsCDdQN+Cjg/TZ/WSfgK+fc3qDycOjqnPvU/3o70LWe+hdR8wN5u//y8B4zOzSKMbU3sxIzW13dPEUcHSszG4T3Te/dgOJwHKvaPich6/iPxU68Y9OQdSMVU6Ar8L5VVgv1bxkODY3rfP+/yyIz697IdSMVE/4ms2OAFwOKI3Ws6lNb3E06Tq1yjmEzWw78JMSi6c6556MdT7W64gp845xzZlZrty1/1u8HLA0ozsE7IbbD6zp2A3BrlGLq4Zz72MyOBV40s3V4J7smC/Oxehy43Dm331/cpGPV2pjZJYAPODuguMa/pXPu3dBbCLt/AU86574zs9/jXUH9PEr7rs9FwCLn3L6Aslgeq7BplUnAOTe8mZv4GOge8P4of9kXeJdebf3f6qrLmx2XmX1mZkc65z71n7jK69jUBOA559z3Aduu/mb8nZk9CmRHKybn3Mf+3++Z2cvAAOBZYnyszOzHwBK85L86YNtNOlYh1PY5CVVnm5m1BTrgfY4asm6kYsLMhuMl1LOdc99Vl9fybxmOE1u9cTnnvgh4+zDevZ/qdTOC1n05GjEFuAi4KrAggseqPrXF3aTjpOag0IqB483r3dIO7wOw2Hl3X17Ca48HuBwI15XFYv/2GrLdGm2T/pNhdVv8OCBkz4Jwx2RmqdXNKWbWGTgd2BjrY+X/d3sOr+10UdCycB2rkJ+TOmL9FfCi/9gsBi4yr/fQMcDxwJtNjKNRMZnZAOABYIxzrjygPOS/ZRhiamhcRwa8HQNs8r9eCpzrjy8VOJeDr4IjFpM/rnS8G62rAsoieazqsxi4zN9LaDCw0//FpmnHKRJ3t+P5B8jEayv7DvgMWOov/ylQGFBvNPAOXmafHlB+LN5/1q3AM8ChYYqrE7AC2AIsB47wl/uAhwPq9cTL+G2C1n8RWId3QvsHcFg0YgKG+vf7tv/3FfFwrIBLgO+BtQE/J4f7WIX6nOA1LY3xv27v/9u3+o/FsQHrTvevVwaMCuNnvL6Ylvs/+9XHZXF9/5ZRiisX2ODf/0tAesC6v/Ufw63ApGjF5H9/MzA7aL2IHSu8L3if+j+/2/Du2/wB+IN/uQH3+2NeR0Avx6YcJz0xLCKSwNQcJCKSwJQEREQSmJKAiEgCUxIQEUlgSgIiIglMSUBEJIEpCYiIJDAlARGRBPb/AR76+ZkBCXV3AAAAAElFTkSuQmCC\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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gHeABVbXCYEwITZs25brrrmP69OleRzE1mMTj8LeUlBTNycnxOoYxnsjLy6NXr15s3ryZRo0aeR3HxBERWeMe0y2XnflsTJzp1KkTF110EbNmzfI6iqmhrDAYE4cmT57Mo48+SnFxsddRTA1khcGYOJSamkqHDh1YvHix11FMDVTP6wDGmMqZPHky99xzDyNHjkREvI5jKiI/H+bOhdxc2LsXGjeGHj1g3DiIofOz7OCzMXHq8OHDnHHGGTz++OMMGDDA6zimPNnZMHUqrHAnfSgq+nVdYiKowqWXwpQpkJpabTHs4LMxNZxNkxEnfD7o1w+WLnUKgn9RACgsdJYtXeq08/m8SBnACoMxcWz06NGsW7eO9evXex3FBOPzQWYmFBSAKgdwJotrDzQCzsJv4jhVp11mpufFwQqDMXGsYcOG3HLLLTz88MNeRzFlZWf/WhRch3DmD1oJ7AX+ClwDbPHfrrQ4eLi73AqDMXFu4sSJLFu2jO3bj5qizHhp6lRnN5Gf44A/Ax1w3nyHAh2BNWW3LSx0tveIFQZj4lxycjJjxozhscce8zqKKZWf7xxoDjO4ZyfwNfCbsitUYfly8OgSA1YYjKkBJk2axKxZs9i3b5/XUQw4Q1LDKAauA8YC3YI1EKnQ81QHKwzG1AAdOnRg0KBBZGVleR3FgHOeQtnRR34OA78HGgBPhGpUWAgeDSqwE9yMqSEyMzO58sorufXWW6lfv77XcWo8VWXXrl3k5eXx7bffkpeXd+T+n7KzGRhqO5yRSTuB5UC5v6k9eyKcumKsMBhTQ5xzzjl06dKFhQsXMnr0aK/j1AgHDx5k69atQd/88/LyaNCgAZ06daJTp0507tyZPn36MGbMGFKnT3fOSwgiHef6BG8CieECJCdH9huqICsMxtQgkydP5q677uK6666zaTIqaM+ePUfe6Mu++e/YsYPWrVsHvPmfe+65dO7cmU6dOnHiiScGf9LsbHj11aN2J23FuWJZQ6CV3/KZOMcbAiQmQvfukfo2j4lNiWFMDaKq9OjRg4cffphBgwZ5HScmHDp0iG3btoV88y8pKTnyRl/65l/6tV27dpXbLZefD+3bl3ucIayEBPjuu4jOoVTRKTGsx2BMDSIiR6bJGHTWWXExYVsk/PzzzyF393z33Xe0aNEi4M1/+PDhR978mzZtGvneVYsWztxHS5eGHbIalAgMGeLZ7ykiPQYRGQw8BtQFnlHVB8qsbwjMA84B/gtcq6pb3HVTcI7FlAC3qupr4V7PegzGhFb84Ye8OWAAlxw+TJ06dTybsC2SDh8+zH/+85+AN3z/IrB///6AT/v+9zt06EBCQkL0Q2dnO3Mf+Z35XGFJSbByJaSE/XB/TCraY6hyYRCRujjnaAwEtgHZwCj/azeLSAbQQ1UnishIYLiqXisipwMvAL2Ak3GOx3RV1ZLyXtMKgzEhuHPzHC4spE55/9siTpGYNg3S06OXrxwFBQVs3rw56Cf/LVu2cOKJJ4Z882/VqlVsHlPxnyupopKSqu33Es1dSb2ATaqa577wAuAKYKNfmytwzgQHWAw8Ic5v8QpggaoeADaLyCb3+T6KQC5jahe/N6GwJyj5T9gGUSkOqkp+fv5Rn/hLv+7evZsOHToEvOEPGDCAzp0707FjR4477rhqzxhxpT/XzEznvIQ4KdaRKAytge/9Hm8Dzg3VRlUPicheoKm7fHWZbVtHIJMxtUuQCdsA+uH8g5X+o7cGvvJvUFocUlMjstviwIEDbN26Nejunry8PBISEgIO7vbt25dx48bRuXNnTj75ZOrWrVvlDDEnPd35+U6d6kxzIRI4h1Lp7r0hQ5zdexHefVQZcXPwWURuBG4EaNeuncdpjIkxQSZsK/UEcEN525ZO2PbSS2FfRlXZvXt30E/83377LTt37qRNmzYBb/59+vQ5suuncePGlfr24l5KivPz3bXLGRCwfr1z8lpysjMkNS0tpgYERKIwbMeZSbZUG3dZsDbbRKQe0BjnIHRFtgVAVZ8GngbnGEMEchtTM1RwwraQ/Cdsa96cQ4cO8d1334U80KuqdO7c+cib/7nnnsuoUaPo1KkT7dq1o169uPm8GX3Nm8PkyV6nCCsSv8FsoIuIdMR5Ux8J/K5Mm2U4c0V9BPwWeFtVVUSWAfNF5BGcg89dgE8ikMmY2iPMRGtTgLuAU4G/4exeKutgcTFzzzuPvx8+zLZt22jVqlXAvv6rr776yKf+Jk2axOaBXhMxVS4M7jGDm4HXcIarzlbVDSJyH5CjqsuAWcBz7sHl3TjFA7fdIpwD1YeA/w03IskYU0Y5E7b9HTgdZ7K2BcDlwFqgc5l2DUpKuKxdO/r5fLRv356GDRtWZ2IT4yLS51PV5TjzQfkvu8fvfhFwdYht/4bzQcYYUxl794Zc5T8KZCzO2PDlwC1B2rZOSoKuXSObzcQlm3bbmHh3DAd0BWd2z6A8mrDNxB4rDMbEuT1t21Ic5IDvTzj7d4tw9tP+E3gPGBzsSTycsM3EHhs+YEwcKi4uZtmyZWRlZbHlk09YH2REUjFwN/AlzsG/bsBSIOjOIlVnyKQxWI/BmLjyzTffcOedd9K2bVumT5/O6NGj+Wz7duoPG+acOOWnOc6QwZ9xeg+rIejFYw4DhwYNiqlx9MZbVhiMiXFFRUXMnz+f/v37c/7553P48GFWrlzJypUrGT16NImJic4Zs4lhL/sSVHHdulz96ad88MEHEU5u4pUVBmNi1IYNG5g0aRJt27Zl7ty5ZGRk8P333/PQQw9x6qmnBjZOTXXm2ElKOrYXSUqi4eOPM2b6dK6++mpuv/12CkOcQW1qDysMxsSQX375hTlz5nDeeecxaNAgjj/+eD755BNef/11rr76aho0aBB64/T0X4tDuBPQRAJm8Rw+fDjr169n+/bt9OzZk9WrV5e/vanZVDXubuecc44aU5OsWbNGJ06cqMnJyTp06FB95ZVXtLi4uHJPlp2tOmKEakKCamKiqnNo2bklJjrLR4xw2gXx4osvasuWLfWOO+7QwsLCKnxXJtbgnHQc9j3WLu1pjEf27dvH/PnzycrK4r///S/jx49n3LhxtGnTJjIvUIUJ2/Lz88nIyGDjxo08++yzpMbJBX1M+aJ2oR4vWGEw8UpVWb16NVlZWSxZsoQBAwYwYcIEBg4c6FxtLYaoKgsXLuQPf/gDN9xwA/fcc49NlRHnKloYYusv0Zgaavfu3Tz22GN0796dsWPH0q1bN7788ksWL17MJZdcEnNFAZzrR48cOZJ169axYcMGUlJS+PTTT72OZaIg9v4ajakhVJV3332X6667jk6dOpGdnc2MGTP46quvuOOOO2jZsqXXESukVatWLFmyhDvvvJPBgwdz7733cvDgQa9jmWpkhcGYCNu5cyd///vf6dq1K7fccgvnnnsueXl5PP/88/Tt2zcup6wWEUaPHs3atWtZs2YNvXr1Yt26dV7HMtXECoMxEVBSUsKrr77KVVddRbdu3fj666957rnnyM3N5dZbb6VJkyZeR4yIk08+mX/9619MmjSJiy++mL/85S8UFxd7HctEmBUGY6pg27Zt3HfffXTu3Jm7776bQYMGsXXrVmbNmkXv3r3jsncQjoiQlpbGZ599xqpVq+jduzeff/6517FMBFlhMOYYHTp0iFdeeYWhQ4fSo0cPfvjhB5YsWUJOTg433XQTJ5xwgtcRo6JNmzasWLGC9PR0+vfvz9SpUzl06JDXsUwE2HBVYypo8+bNPPPMM8ydO5cOHTowYcIErr76ao477jivo3lu69atjB8/nn379vHss89y2mmneR3JBBGV4aoi0kRE3hCRb9yvR13pQ0TOEpGPRGSDiOSKyLV+6+aKyGYRWevezqpKHmMi7eDBgyxatIiBAwfSq1cvCgoKeP3111m1ahVpaWlWFFzt27fnjTfe4Prrr+eCCy7goYceoqTErtIbr6rUYxCRB4HdqvqAiNwFJKvqnWXadAVUVb8RkZOBNcBpqvqTiMwF/q2qi4/lda3HYKrbV199RVZWFs899xy/+c1vmDBhAsOHDychIcHraDFv8+bNXH/99Rw4cIA5c+YcPeGf8Uy0TnC7AnjWvf8scGXZBqr6tap+497/D5CPM1W8MTGlsLCQ5557jgsvvJC+fftSr149PvjgA95++21GjRplRaGCOnbsyFtvvcXvfvc7+vTpw6OPPmq9hzhT1cLQUlV3uPd/AMo9Y0dEegENgG/9Fv/N3cX0qIjY+fYm6nJzc7nlllto06YN8+fPZ9KkSXz//fc88MADdOnSxet4calOnTrcfPPNrF69mpdffpl+/fqxadMmr2OZCgpbGETkTRH5PMjtCv927sx9IfdLichJwHPAOFU97C6egnPFwVSgCXBniM0RkRtFJEdEcnbt2hX+OzOmHPv37+eZZ57h3HPP5bLLLqNJkyZ8+umnrFixghEjRlC/fn2vI9YIp5xyCitXruSqq66id+/ePP744xw+fDj8hsZTVT3G8BXQT1V3uG/876rqUTsUReQE4F3g/lDHE0SkH5CpqkPDva4dYzCVoark5OSQlZXFiy++SN++fZkwYQKDBw+mbt26Xser8b7++mvS0tJo0KABs2fPplOnTl5HqnWidYxhGTDWvT8WeCVIkAbAEmBe2aLgFhPEOQvoSsDOkjER99NPPzFjxgx69uzJtddeS4cOHdiwYQNLly7lsssus6IQJV27duX9999n6NCh9OrVC5/PZ72HGFXVHkNTYBHQDtgKXKOqu0UkBZioqjeIyGhgDrDBb9M0VV0rIm/jHIgWYK27zf5wr2s9BhOOqrJq1SqysrJ45ZVXuOSSS5gwYQIXXXRRTM5kWtt88cUXpKWl0ahRI2bNmkX79u29jlQr2PUYTK30448/Mm/ePJ555hkOHz7MhAkTGDNmDM3DXJjGRN+hQ4eYNm0aDz/8MPfffz833HBDjZxCJJZYYTC1xuHDh3nnnXfIysri1VdfZdiwYUyYMIHzzz/f3mjiwOeff05aWhrNmjUjKyuLtm3beh2pxrIL9Zgab8eOHUydOpUuXbpw2223cf7557N582bmzZvHBRdcYEUhTpxxxhl89NFHnH/++Zx99tnMmTOHePzAWpNYYTBxpaSkhOXLlzN8+HBOP/108vLyeOGFF1i7di0333wzyclHzcpi4kD9+vW5++67efPNN5k+fTpDhw5l+/btXseqtep5HcDUQPn5zkXoc3Nh715o3Bh69IBx48JehD6U7777jtmzZzN79mxatWrFhAkTmDdvHo0aNYpsduOpM888k48//pj777+fnj178vDDDzN69Gjr/UWZHWMwkZOdDVOnwooVzuOiol/XJSaCKlx6KUyZAqmpYZ+uuLiYf//732RlZfHxxx8zatQoJkyYwJlnnllN34CJJZ9++ilpaWl07NiRmTNn0qpVK68jxT07xmCiy+eDfv1g6VKnIPgXBYDCQmfZ0qVOO58v5FNt2rSJKVOm0K5dOx599FFGjRrFtm3beOKJJ6wo1CJnn3022dnZdO/enTPPPJMXXngh/LGH/Hx48EEYPRouv9z5+uCDYLMlHBtVjbvbOeecoyaGPPmkalKSqtMnqNgtKcnZzlVUVKTz58/X/v37a/PmzfX222/XL774wsNvysSSTz75RE8//XQdMWKE7ty5M1gD1eHDVRMSnJv/31piorNs+HCnXS0G5GgF3mM9f5OvzM0KQwz55JNyi8LXoA1BrwtRHL5duFAnTZqkzZo104svvlgXLlyoRUVFXn9XJgYVFhbqnXfeqS1bttRFixb9uqL0g4lI+R9GRI76QFLbVLQw2DEGUzUjRji7h0L8HQ0CCoH2wPNl1pUArzZsyIe338748eNt7hxTIatXryYtLY0zzzyTZ1JSaPTnP0NBQcWfICkJpk2D9PRqyxir7BiDqX75+c6B5hBFYQFwIjAgxOZ1gSEi/G3SJCsKpsJ69+7NZ599xnn161P3jjuOKgpPAClAQyAt2BMUFEBmJtiHy5CsMJjKmzs35Kp9wD3AI2GeQkTKfR5jgklMTOQPBQUkBhnGejJwN3B9eU9QWOiMoDNBWWEwlZebe/ToI9efgPFAm3DPUVjGjsQkAAAO00lEQVQI69dHOJip8dzeqgTprY7Amaq5aXnbq8Ly5TZaKQQrDKby9u4Nungt8Cbw/yr6PHv2RCiQqTUi0cu03mpIduazqbzGjYMufhfYgjMXO8B+nAPNG4FPg21g01iYY1VOb7XCrLcakhUGUyklJSV8Wbcup9SpQ8MyF1u5ERjp93gaTqEIekpbYiJ0715dMU1NFaK3esystxqU7Uoyx2Tnzp387W9/o1OnTmR+/nnQq58lAa38bscDCThXZDqKKqSlVV9gUzOF6K0eM+utBmWFwYSlqqxcuZKRI0fSrVs3tmzZwpIlS1ixZg31hg519tWW488cfQ4D4Gw3ZEilJ9YztViPHpCQEHTVIaAIZ/dliXv/ULCG1lsNqUqFQUSaiMgbIvKN+zVo+RWREhFZ696W+S3vKCIfi8gmEVnoXh/axIi9e/fyxBNPcMYZZzBx4kTOO+88Nm/eTFZWFmeffbbTaMoU5x+sMhITne2NOVbl9DL/CiQCD+B8IEl0lx3FeqshVbXHcBfwlqp2Ad5yHwdTqKpnubdhfsv/DjyqqqcAe3BGOBqPrVu3jokTJ9KhQwfee+89ZsyYwcaNG7n11ls58cQTAxunpjpnkSYlHduLlJ59mhL2JExjjtaihTNTb5De6p8BLXP7c9lG1lstV1ULwxXAs+79Z3GGD1eIOBOsXwQsrsz2JrKKiop4/vnn6dOnD5dddhmtW7dm48aNLFq0iH79+pU/H356+q/FIdy8+SK1ekoCE0HWW602VS0MLVV1h3v/B6BliHYJIpIjIqtFpPTNvynwk6qW7v7bBrSuYh5zjPLy8rjzzjtp164d8+bNY/LkyWzZsoU//elPnHTSSRV/ovR0WLkShg939v2W/YdNTHSWDx/utLOiYKrKeqvVJuxwVRF5E2dwSVl/9H+gqioioWbka6+q20WkE/C2iKwHjmm8mYjciDMSknbt2oVpbcpTenlMn8/HJ598wtixY1m1ahVdunSp2hOnpMBLLzlnk86d64wR37PHGfnRvbuzP9e67iaSSj9gZGY65yWUNymoiPMBxXqrYVVpdlUR+Qrop6o7ROQk4F1VPTXMNnOBfwMvAbuAVqp6SET+B/izql4S7nVtdtXK2blzJ7NmzeLpp5+mZcuWpKenc+2115JY2e64MbEiJ8eZ+2j5cqcAFBb+uq706oFDhji7j2pxT6Gis6tW9QS3ZcBYnAEAY4FXggRJBgpU9YCINAP6AA+6PYx3gN/iTMQZdHtTNarKBx98gM/nY8WKFVx11VW89NJLnHPOOV5HMyZyrLcaUVXtMTQFFuHMfrAVuEZVd4tICjBRVW8QkfOAmcBhnGMa/1DVWe72nXCKQhPgM2C0qh4I97rWYwhv3759PP/88/h8PoqLi0lPT2fMmDEk2wk9xtRaFe0x2IV6apjc3Fx8Ph8LFy7koosuIiMjg/79+5c/qsgYUytEa1eSiQEHDhxg8eLF+Hw+tmzZwoQJE1i/fj2tW9sgL2PMsbPCEMc2b97MzJkzmTNnDj169OC2227j8ssvp379+l5HM8bEMSsMcaakpIRXX30Vn8/H6tWrGTNmDO+//z5du3b1OpoxpoawwhAn8vPzmT17NjNnzqRZs2ZkZGSwaNEiko715B5jjAnDCkMMU1VWrVqFz+dj+fLlDB8+nEWLFpGamup1NGNMDWaFIQb9/PPPR4aaFhUVkZ6ezuOPP06TJk28jmaMqQWsMMSQ9evX4/P5WLBgAf379+eRRx7hoosuok4du2yGMSZ6rDB47MCBA7z88sv4fD6+/fZbG2pqjPGcFQaPbNmyhaeffppZs2Zxxhln8Ic//IFhw4bZUFNjjOesMJQnP9+ZdyU317n4eOPGziUFx42r1LwrJSUlvPbaa/h8Pj788EN+//vfs3LlSrp16xb57MYYU0lWGILJznZmalyxwnlcVPTrupdfhnvvda4eNWWKMyd8GLt27Toy1DQ5OZmMjAwWLFjAcccdV03fgDHGVJ4d1SzL54N+/WDpUqcg+BcFcKbzLSpy1vfr57QPQlX58MMPGT16NF26dOHLL79kwYIF5OTkMH78eCsKxpiYZT0Gfz6fc8GPgoLwbVWddpmZzmP3wh/79+/nn//8J08++SQFBQWkp6czffp0G2pqjIkbVhhKZWcHLQq7gfHA60AzYCrwO/8GbnH4tkkTHn3/febPn0/fvn2ZNm0aAwYMsKGmxpi4Y4Wh1NSpgVd9cv0v0ADYCawFLgPOBH7j16akoIAvx46lyR13sG7dOtq2bRuNxMYYUy3segzgjD5q3/6o4wm/AMnA50DpFHW/B1rjXLLOnyYkIN99Z1eJMsbErIpej8H2c4AzJDWIr3G6VP7zlp4JbAjSVkRCPo8xxsSTKhUGEWkiIm+IyDfu16OuGyki/UVkrd+tSESudNfNFZHNfuvOqkqeSsvNPXr0EbAfOKHMssbAz8Geo7DQuc6sMcbEuar2GO4C3lLVLsBb7uMAqvqOqp6lqmcBFwEFOMdyS00uXa+qa6uYp3L27g26+HhgX5ll+4BGoZ5nz57IZTLGGI9UtTBcATzr3n8WuDJM+98CK1S1AuNBo6hx46CLuwKHgG/8lq0j8MBzgOSjOkzGGBN3qloYWqrqDvf+D0DLMO1HAi+UWfY3EckVkUdFpGEV81ROjx6QkHDU4uOAEcA9OAeiVwGv4ByAPkpiInTvXo0hjTEmOsIWBhF5U0Q+D3K7wr+dOsObQg5xEpGTgO7Aa36LpwDdgFSgCXBnOdvfKCI5IpKza9eucLGPTVpayFVPAoVAC2AU4CNEj0G13Ocxxph4EfY8BlW9ONQ6EdkpIiep6g73jT+/nKe6BliiqsV+z13a2zggInOAzHJyPA08Dc5w1XC5j0mLFs7cR0uXOm/wfpoAS8NtLwJDhthQVWNMjVDVXUnLgLHu/bE4e1pCGUWZ3UhuMUFEBOf4xOdVzFN5U6Y4u4MqIzHR2d4YY2qAqhaGB4CBIvINcLH7GBFJEZFnShuJSAegLbCyzPb/FJH1wHqcGSf+WsU8lZeaCtOmQVLSsW2XlORslxL2nBFjjIkLVZoSQ1X/CwwIsjwHuMHv8RacE4bLtruoKq8fce5EeGRmOucllHdWuIjTU5g27dftjDGmBrAzn8tKT4eVK2H4cGekUtndS4mJzvLhw512VhSMMTWMTaIXTEoKvPQS7NrlTHOxfr1z8lpysjMkNS3NDjQbY2osKwzlad4cJk/2OoUxxkSV7UoyxhgTwAqDMcaYAFYYjDHGBLDCYIwxJoAVBmOMMQGsMBhjjAlghcEYY0wAKwzGGGMCiJY3H1CMEpFdwNYQq5sBP0YxTlVY1uoRL1njJSdY1uoS7aztVTXstA1xWRjKIyI5qhoXU51a1uoRL1njJSdY1uoSq1ltV5IxxpgAVhiMMcYEqImF4WmvAxwDy1o94iVrvOQEy1pdYjJrjTvGYIwxpmpqYo/BGGNMFcR9YRCRJiLyhoh8435NDtHuQRHZICJfiMh0EZEYztpORF53s250r5kdVRXN6rY9QUS2icgT0czovnbYnCJyloh85P7+c0Xk2ihnHCwiX4nIJhG5K8j6hiKy0F3/sRe/b78s4bLe5v5N5orIWyLS3oucbpZys/q1u0pEVEQ8G/1Tkawico37s90gIvOjnTGAqsb1DXgQuMu9fxfw9yBtzgNWAXXd20dAv1jM6q57Fxjo3j8eSIrVrO76x4D5wBOxmBPoCnRx758M7ABOjFK+usC3QCegAbAOOL1MmwzgKff+SGBhtH+Ox5C1f+nfI5Aey1nddo2A94DVQEqsZgW6AJ8Bye7jFl5kLb3FfY8BuAJ41r3/LHBlkDYKJOD8UhoC9YGdUUkXKGxWETkdqKeqbwCo6n5VLYhexCMq8nNFRM4BWgKvRylXWWFzqurXqvqNe/8/QD4QrWuz9gI2qWqeqh4EFuBk9uf/PSwGBnjRo6UCWVX1Hb+/x9VAmyhnLFWRnyvAX4C/A0XRDFdGRbJOAGao6h4AVc2PcsYANaEwtFTVHe79H3DepAKo6kfAOzifFHcAr6nqF9GLeETYrDifbn8SkZdF5DMReUhE6kYv4hFhs4pIHeBhIDOawcqoyM/0CBHphfMB4dvqDuZqDXzv93ibuyxoG1U9BOwFmkYlXYgcrmBZ/Y0HVlRrotDCZhWRs4G2qvp/0QwWREV+rl2BriKySkRWi8jgqKULIi6u+SwibwKtgqz6o/8DVVUROWqYlYicApzGr59u3hCRC1T1/VjLivM7uQDoCXwHLATSgFmRTRqRrBnAclXdVp0fcCOQs/R5TgKeA8aq6uHIpqxdRGQ0kAL09TpLMO6Hlkdw/nfiQT2c3Un9cN6n3hOR7qr6k1dhYp6qXhxqnYjsFJGTVHWH+48frAs2HFitqvvdbVYA/wNEvDBEIOs2YK2q5rnbLAV6Uw2FIQJZ/we4QEQycI6FNBCR/aoa8kCgRzkRkROA/wP+qKqrI5kvjO1AW7/HbdxlwdpsE5F6QGPgv9GJFzRHqWBZEZGLcYpyX1U9EKVsZYXL2gg4A3jX/dDSClgmIsNUNSdqKR0V+bluAz5W1WJgs4h8jVMosqMTMVBN2JW0DBjr3h8LvBKkzXdAXxGpJyL1cT7leLErqSJZs4ETRaR0H/hFwMYoZCsrbFZVvU5V26lqB5zdSfMiXRQqIGxOEWkALMHJtziK2cD5fXYRkY5ujpE4mf35fw+/Bd5W9whklIXNKiI9gZnAMI/3g5ebVVX3qmozVe3g/n2uxskc7aIQNqtrKU5vARFphrNrKS+aIQN4eeQ7EjecfbFvAd8AbwJN3OUpwDP666iAmTjFYCPwSKxmdR8PBHKB9cBcoEGsZvVrn4Y3o5Iq8vsfDRQDa/1uZ0Ux4xDga5zjGn90l92H80YFzsCIF4FNwCdAJy/+PiuY9U2cgRulP8dlsZq1TNt38WhUUgV/roKz62uj+38/0qusqmpnPhtjjAlUE3YlGWOMiSArDMYYYwJYYTDGGBPACoMxxpgAVhiMMcYEsMJgjDEmgBUGY4wxAawwGGOMCfD/ARWCgk1OTICKAAAAAElFTkSuQmCC\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "56\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'O', 7: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "57\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'O', 7: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "74\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'S'}\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "90\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'C', 7: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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FF3HdddfxyiuvND8JiKSYzghEWundd99l7NixfPLJJ/zpT3/i3HPPTXVIIi2iMwKRo+Sco6SkhL59+3LZZZexatUqJQHJSDojEDkKu3fv5pZbbuGdd95hxYoVnHfeeakOSeSo6YxApIUWLFjA+eefT58+fSgrK1MSkIynMwLJPhUVfqlmebnvD5Cb66uCjhkTdanm3r17ue2229i4cSPPP/88F154YfJiFkkgJQLJHmVl/uat5cv969BOYYsWwdSpMHiwv3mr35Ht45cuXcott9zC8OHD2bhxI4FAIImBiySWEoFkh+JimDjR37kbrnF8wx29paXwwguHyjl88skn/OQnP+Hll1/m6aefZuDAgUkNWyQZlAik7WtIAtXVscc658dNnMibb73FoNJSvv3tb1NeXk7nzp0TH6tICuhisbRtZWVNksDn+CbxXwY6A+cDyxu/r7qaMx99lN/efjtz5sxREpA2TYlA2rbp048s5AYcBM4AVgL7gGnAcHzP4FAB4OsrVyY+RpEUUyKQtquiwl8YbnRN4Dh8B7Ae+P8AVwFnAesbvd2c81VBKysTH6tICikRSNtVUtKsYR8CfwG+Gm6nWbOPI5Kp4pIIzGyQmb1lZjvM7K4w+zua2TPB/WvMrEc8PlckqvLyI5eIhlELjARGA2GLQ9TU+NLQIm1YqxOBmbUHHgMGA72B75lZ70bDxgJVzrl/AGYBM1r7uSIx7dsXdXc98AOgAzA72sCqqvjFJJKG4nFG0B/Y4Zx72zn3BTAfGNpozFBgXvD5s8DlFrFTh0ic5OZG3OXwv518CCwEjo12nC5d4hqWSLqJRyI4DXgv5PWu4LawY5xzB/GLNU5ufCAzu9nM1pnZukpdoJPWysuDTp3C7ioCtgFL8KuDIgoEfKcwkTYsrS4WO+fmOufynXP5XdWeT1qrsDDs5p3AHGATcCpwfPDxdLjBzkU8jkhbEY9E8D5+WXaD04Pbwo4xs2OAXGBvHD5bJLJu3WDwYOobzUJ+GT81dADYH/IY2fj9Zr5xvH4pkTYuHomgDOhpZmeZWQdgBLC40ZjF+IUZANcBLzsXruCLSPzU1tby6HHHEX3dUBSBgC9AJ9LGtToRBOf8bwNewE+7/t45t8XM7jezq4PD/h042cx2ALcDTZaYisTTe++9xze+8Q3+sHcvdTNmQE5Oyw6Qk+MLz+XnJyZAkTQSl6JzzrllwLJG2+4NeX4A+G48PksklqVLlzJ27Fhuv/12Jk2aRLt27eD446NXH21g5s8EgtVHRbKBqo9Km1FbW8s999zD/PnzWbhwIZdeeunhnUVFvsfA9Om+bITZkTWIAgGfIIYM8dNBOhOQLKJEIG3Cu+++y4gRI+jSpQsbNmzglFNOaTooPx8WLvS1g0pK/B3DVVX+PoE+ffzqIF0YliykRCAZr2Eq6I477mDixIl+Kiiarl1h0qTkBCeSAZQIJGPV1tZy991388wzz7Bo0SIuueSSVIckkpGUCCQjNWsqSESaJa3uLBZpjiVLltCvXz+uueYalixZoiQg0ko6I5CMoakgkcRQIpCMsHPnTkaMGMFJJ53Exo0bOfnkJjULReQoaWpI0t6SJUvo378/w4YNY8mSJUoCInGmMwJJnooKv36/vNw3jcnN9aWix4wJu36/traWyZMns2DBAp577jm+/vWvJz9mkSygRCCJV1bm7+hdvty/Dm0fuWgRTJ0Kgwf7O3r79QMOTwWdfPLJbNiwQWcBIgmkqSFJrOJiGDgQSkt9AmjcQ7imxm8rLfXjiosPTQVde+21LF68WElAJMF0RiCJU1zsC71VV8ce6xxUV/PF+PG83rkzzy1dqqkgkSTRGYEkRllZ2CQwCugOnAD0Ap5o9LYOBw/ywIEDfL1Dh+TEKSJKBJIg06cfWd0zaDLwDvAJvlvRFGB9ozF24IB/v4gkhRKBxF9Fhb8wHKbu/1eBjsHnFnz8tfEg53yp6MrKhIYpIp4SgcRfSUnU3eOAHOBc/DTRkHCDzGIeR0TiQ4lA4q+8vOnqoBCPA58C/w0M4/AZwhFqany/ABFJOCUCib99+2IOaQ9cCuwCiiMNqqqKX0wiEpESgcRfbm6zhx4kzDWCBl26xCMaEYlBiUDiLy8POnVqsrkCmA/sB+qAF4DfAZeHO0Yg4NtHikjCKRFI/BUWht1s+Gmg04EuwETgYeDqcIOdi3gcEYkv3Vks8detG3Xf+ha2ePERv2l0BVY25/1mMGSIGsmLJInOCCTu3n77bW54801q27c/ugMEAr4AnYgkhRKBxNWyZcu4+OKLufDWW+nwy19CTk7LDpCTAzNnQn5+YgIUkSY0NSRxUV9fz/33388TTzzRtI3kxIn+voAwdxofYubPBGbOhKKixAcsIocoEUirffTRR4waNYrPPvuMdevWceqppx7eWVTkewxMn+7LRpgdWYMoEPAJYsgQPx2kMwGRpFMikFbZuHEj1157LQUFBTz44IMce+yxTQfl58PChb52UEmJv2O4qsrfJ9Cnj18dpAvDIimjRCBH7cknn+Sf//mfeeyxxxg+fHjsN3TtCpMmJT4wEWkRJQJpsc8//5zx48ezcuVKVq5cSe/evVMdkoi0glYNSYu8++67DBgwgL1797J27VolAZE2QIlAmm3FihX079+f4cOHs2DBAk444YRUhyQicaCpIYmpvr6eBx98kNmzZ/O73/2Oyy67LNUhiUgcKRFIVB9//DGjR4+msrKSsrIyTjvttFSHJCJxpkSQLSoq/NLN8nLfLyA311cJHTMm4tLNzZs3M2zYMAYNGsSCBQvooIbyIm2SEkFbV1bmb+Zavty/Du0ctmgRTJ0Kgwf7m7n69Tu06+mnn2bChAnMmjWLUaNGJTloEUkmJYK2rLg4enmHhjt8S0vhhRdg5ky+GDuWO+64g+XLl/PSSy+Rl5eX3JhFJOlatWrIzE4ysxfNbHvwz7Atpcyszsw2BR+LW/OZ0kwNSaC6OnqNH/D7q6upv+MOHj73XHbu3Mm6deuUBESyRGuXj94FvOSc6wm8FHwdTo1z7vzgI2wfEomjsrLDSSDEQKATcHzwcU6jt7WrqWHCrl2UTpnCiSeemJRQRST1WpsIhgLzgs/nAde08ngSD9OnH1nYLcRsfKvI/cBbYfZ3OHiQdjNmJDA4EUk3rU0EX3LOfRB8vhv4UoRxncxsnZmtNjMli0SqqPAXhmNNB0XinK8SWlkZ37hEJG3FTARmtsLM/hzmMTR0nHPOAZF++nzZOZcPfB942Mz+PsJn3RxMGOsq9YPo6JSURN09GTgFuAR4NdIgs5jHEZG2I+aqIefcFZH2mdmHZtbdOfeBmXUHKiIc4/3gn2+b2avA14C/hhk3F5gLkJ+ff5S/0ma58vIjl4iGmAH0BjoA84HvAJuAJlm5psaXihaRrNDaqaHFwOjg89HA840HmFkXM+sYfN7wy+jWVn6uRLJvX8RdFwKdgY74f6xLgGWRBldVxTsyEUlTrU0EDwJXmtl24Irga8ws38yeCI75CrDOzN4AXgEedM4pESRKbm6zhxqR5/LoEnYlsIi0Qa26ocw5txe4PMz2dcAPg8//B+jTms+RFsjL893AGk0PfQysAb6B/0d/BngNeCTcMQIB3zlMRLKCylC3NYWFYTfXAlOArviLxb8ESoFe4QY7F/E4ItL2KBG0Nd26weDBOLMjNncFyoBP8WcHq4Erw73fzDeSVw9hkayhRNAGrb38cmqO9j6CQMAXoBORrKFE0IbU1dVx3333cc0DD/DuP/0T5OS07AA5OTBzJuTnJyZAEUlLqj7aRlRUVDBy5Ehqa2tZv3493bt3h3POiV59tIGZPxOYOROKipIXtIikBZ0RtAGvvfYaF1xwARdeeCErVqzwSQD8D/WVK6GgADp18j/sQwUCfntBgR+nJCCSlXRGkMHq6+t56KGHmDVrFk8++SSDBw9uOig/3y8nraz0ZSM2b/Y3i3Xp4peIFhbqwrBIllMiyFB79+7lhhtuoKqqirKyMs4444zob+jaFSZNSk5wIpJRNDWUgdasWUPfvn35yle+wsqVK2MnARGRKHRGkEGcczz66KP8/Oc/Z+7cuQwdOjT2m0REYlAiyBD79u3jxhtvZOfOnaxevZqzzjor1SGJSBuhqaEMsGHDBvr27Uv37t1ZtWqVkoCIxJXOCJKposKv3Ckv9+Wic3N9kbgxY8Ku3HHOMWfOHH76058ye/Zsrr/++uTHLCJtnhJBMpSV+T7Cy5f716GVQRctgqlTYfBgX9qhXz8APv30U2655Rb+/Oc/s2rVKnr1ClseTkSk1TQ1lGjFxTBwIJSW+gTQuHtYTY3fVlrqxxUXs3nzZvr160dOTg5r1qxREhCRhNIZQSIVF/sSD9XVscc6B9XV1E6YwLxjj+Xuxx/nhhtuSHyMIpL1lAgSpaysSRI4vtGQGmAcvjdAg2O/+IJftGtHu969kxCkiIimhhJn+nQ/7RNif8hjNxAAvhvmre0+/9y/X0QkCZQIEqGiwl8YjlLxcyHQDRgQbqdzsGyZrw8kIpJgSgSJUFISc8g84AZ8A/mwzJp1HBGR1lIiSITy8qarg0LsBFYCo6Mdo6bGVwoVEUkwJYJE2Lcv6u7/AC4FYt4fXFUVp4BERCJTIkiE3Nyou58ixtlAgy5d4hGNiEhUSgSJkJfnO3+F8T/A+4RfLXSEQMA3jhERSTAlgkQoLIy4ax4wDOgc6xjORT2OiEi8KBEkQrdu1H3rW9SH2TUHf40gKjMYMkQtJEUkKZQIEuDNN99k1JYt1LZvf3QHCAR8AToRkSRQIoizp556igEDBvDNO++kwy9/CTk5LTtATg7MnOmbzouIJIFqDcXJZ599xm233cbq1at5+eWX6RN6oXfiRH9fQJQ7jTHzZwIzZ0JRUeIDFhEJ0hlBHGzZsoX+/ftTX19PWVnZkUmgqAhWroSCAr+SKBA48s2BgN9eUODHKQmISJLpjKAVnHM8+eST3HnnnTz00EMURlrlk58PCxf62kElJf6O4aoqf59Anz5+dZAuDItIiigRHKX9+/fzox/9iE2bNrFy5Up6N6dsdNeuMGlS4oMTEWkBJQJocS/hN954g+HDhzNgwADWrl1LTksvCIuIpJHsTgQt7CXsnGPu3LlMmTKFhx9+mJEjR6YmbhGROMreRNDQRjLSap6GpjKlpfDCC9RMm8aYNWvYtm0bf/rTnzjnnHOSG6+ISIJk56qh0F7C0ZZ0wqFewu6OO7j6b39j9erVSgIi0qZkXyII00sY4COgADgO+DLw20Zvy3GO769fT2DLluTEKSKSJK1KBGb2XTPbYmb1ZhbxVlgzG2Rmb5nZDjO7qzWf2WphegkD3Ap0AD4EngaKgCY/8mtq1EtYRNqc1p4R/BlfTPO1SAPMrD3wGDAY6A18z8yasdYyASL0Ev4M30P4X4Dj8U1jriZMcTj1EhaRNqhVicA5t80591aMYf2BHc65t51zXwDzgaGt+dyjFqEH8F/wV817hWw7jzBnBKBewiLS5iTjGsFpwHshr3cFtyVfhF7C+4ETGm3LBT4Ndwz1EhaRNibm8lEzWwGcGmbXPc655+MZjJndDNwMcOaZZ8bz0F6EXsLHA5802vYJUZrHqJewiLQhMROBc+6KVn7G+8AZIa9PD24L91lzgbkA+fn5MdZ1HoUIvYR7AQeB7UDP4LY3gK9GOo56CYtIG5KMqaEyoKeZnWVmHYARwOIkfG5TEXoJH4e/4n0v/sLxKuB54AfhjqFewiLSxrR2+WiBme0CLgb+y8xeCG7/OzNbBuCcOwjcBrwAbAN+75xLzWL8KD2AHwdqgG7A94BiIpwRqJewiLQxrSox4Zx7DnguzPa/AUNCXi8DlrXms+KiWzdfO6i0tMkS0pOA0ljvVy9hEWmDsu/O4smTmzaHaS71EhaRNij7EkG/fr4dpHoJi4gA2Vp9tKEdpHoJi4hk4RlBA/USFhEBsvWMoIF6CYuIZHkiaKBewiKSxbJ3akhERAAlAhGRrKdEICKS5ZQIRESynBKBiEiWUyIQEclySgQiIllOiUBEJMuZi1ZnJ4XMrBLYmaKPPwXYk6LPbinFmhiZFCtkVryKNTEaYv2yc65FJRHSNhGumBcvAAAFAklEQVSkkpmtc85lRJlRxZoYmRQrZFa8ijUxWhOrpoZERLKcEoGISJZTIghvbqoDaAHFmhiZFCtkVryKNTGOOlZdIxARyXI6IxARyXJKBICZnWRmL5rZ9uCfXSKMO9PM/mhm28xsq5n1SG6kzY81OPYEM9tlZrOTGWPI58eM1czON7PXzWyLmZWb2fVJjnGQmb1lZjvM7K4w+zua2TPB/WtS8W8eEkusWG8Pfl+Wm9lLZvblVMQZEk/UeEPGXWtmzsxStjqnObGa2fDg13eLmf022TGGxBHr++BMM3vFzDYGvxeGxDyocy7rH8AvgLuCz+8CZkQY9ypwZfD58UBOusYa3P8I8Ftgdrp+XYFeQM/g878DPgBOTFJ87YG/AmcDHYA3gN6NxowDfhV8PgJ4JkVfy+bEelnD9yRQlKpYmxtvcFxn4DVgNZCfrrECPYGNQJfg625pHOtcoCj4vDfwTqzj6ozAGwrMCz6fB1zTeICZ9QaOcc69COCc2++cq05eiIfEjBXAzPoCXwL+mKS4wokZq3PuL8657cHnfwMqgGT1B+0P7HDOve2c+wKYj485VOjf4VngcjOzJMUXKmaszrlXQr4nVwOnJznGUM352gL8CzADOJDM4BppTqw3AY8556oAnHMVSY6xQXNidcAJwee5wN9iHVSJwPuSc+6D4PPd+B+gjfUCPjazRcFTrofMrH3yQjwkZqxm1g74V2BiMgMLozlf10PMrD/+t5y/JjqwoNOA90Je7wpuCzvGOXcQ2AecnJToIsQRFC7WUGOB5QmNKLqY8ZrZBcAZzrn/SmZgYTTna9sL6GVmq8xstZkNSlp0R2pOrD8DRpnZLmAZ8ONYB82ansVmtgI4Ncyue0JfOOecmYVbSnUMMAD4GvAu8AxQCPx7fCONS6zjgGXOuV2J/uU1DrE2HKc78B/AaOdcfXyjzC5mNgrIB76R6lgiCf6y8m/4/0OZ4Bj89NBA/JnWa2bWxzn3cUqjCu97QIlz7l/N7GLgP8zsH6P9v8qaROCcuyLSPjP70My6O+c+CP5ACnfatwvY5Jx7O/ieUuAiEpAI4hDrxcAAMxuHv5bRwcz2O+ciXrBLYayY2QnAfwH3OOdWxzvGKN4Hzgh5fXpwW7gxu8zsGPyp9t7khBc2jgbhYsXMrsAn4W845z5PUmzhxIq3M/CPwKvBX1ZOBRab2dXOuXVJi9Jrztd2F7DGOVcL/K+Z/QWfGMqSE+IhzYl1LDAIwDn3upl1wtchijidpakhbzEwOvh8NPB8mDFlwIlm1jB//U1gaxJiayxmrM65kc65M51zPfDTQ08lIgk0Q8xYzawD8Bw+xmeTGBv4f9OeZnZWMI4R+JhDhf4drgNedsGrcEkWM1Yz+xowB7g6hXPYDaLG65zb55w7xTnXI/h9uhofd7KTQMxYg0rxZwOY2Sn4qaK3kxlkUHNifRe4HMDMvgJ0AiqjHjUVV77T7YGf830J2A6sAE4Kbs8HnggZdyVQDmwGSoAO6RpryPhCUrdqKGaswCigFtgU8jg/iTEOAf6Cvy5xT3Db/fgfSgT/Ey0AdgBrgbNT+H0aK9YVwIchX8fFqYq1OfE2GvsqKVo11MyvreGnsrYG//+PSONYewOr8CuKNgHfinVM3VksIpLlNDUkIpLllAhERLKcEoGISJZTIhARyXJKBCIiWU6JQEQkyykRiIhkOSUCEZEs938Nhdclyq1QiwAAAABJRU5ErkJggg==\n", 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "103\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'C', 7: 'O', 8: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", 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G//79uf3229lRxxzEItK4YpH8OwH/CHq+NbAskhuB5eFWmNk4Mys1s9LKysoYhCbxIisri/vuu49169axe/duevTowcyZM6mqijhxpog0oiYt9TSzMUAO8HC49c65ec65HOdcTjtV2SSlb3/72zz++OO89dZbvPvuu/To0YPCwkINHCfSxGKR/D8Hgmf/OC2w7BhmdglwBzDcObc/BvuVBNazZ09efPFFFi1axPz58+nXrx/Lli2j3tVnFRUwcyaMGQOXX+7dz5zple2KSJ2iLvU0szSgHLgYL+mXAKOdcx8FtemPd6J3iHNuY31eV6WeqcM5x8svv8zkyZNp3749Dz30EOeee274xiUlMGOGNxczHDtCa0aGN5/x0KHeGEwDBjR+8CJxpslKPZ1zh4CbgRXAemCxc+4jM7vXzIYHmj0MtAKeM7O1ZrY02v1K8jAzhg8fTllZGddffz1XXXUVP/rRjygvLz+2YUEB5OZ6k9bv21dzaO6qKm9ZUZHXrqCgqd6CSMLRRV4Sd/bu3ctvf/tbZs2axTXXXMPUqVPp+OKLEecq3gj0Aa7Gm4znCI3JJClI4/lLwsrMzGTy5Mls2LCB9PR0xvTowYFbb404Sf0EIGwHz9693heGDiJEalDyl7jVpk0bHnnkEV4aNIi0CIPFLQK+hXfCKayqKu8cgYgcQ8lf4ltFBSe++WbYf6i7ganAI7Vt7xwUF6sKSCSEkr/Et8LCiKvuwrtisM7Lxc1qfR2RVJTmdwAitSorq1nVA6wFXsMbNKpOVVXecN0icoSSv8S3XbvCLn4D+AzoEni+BzgMfAz8v3Ab7NwZ89BEEpmSv8S3rKywi8cB1wY9n4X3ZRCxsr9161hGJZLw1Ocv8a1vX286zRCZQMegWysgHQg7IlRGhjczm4gcoeQv8S0vr17N7iHkAq8ghw4eZM/VV8coIJHkoOQv8a19e2+snuOcC9iZ8V6HDnT//veZPXs2Bw4ciHGAIolJyV/i35QpXtfNcbCMDM4tKqK4uJhly5bRo0cPnn76aQ0hLSlPyV/i34AB3hg9mZkN2656bJ+cHPr378/y5cspLCykoKCAfv36sXTp0voPIS2SZJT8JTHk5x/9AqirC8gs4qBuF154IW+//Tb3338/d9xxB+eddx6rVq1qxMBF4pOSvySO/HxYtQpGjvQqgEK7gjIyvOUjR3rtIozmWT2E9Nq1axk/fjx5eXkMHTqU99+v1yVjIklBQzpLYqqs9IZsWLfOu4CrdWuvnDMvDxo4BeiBAweYN28e999/PxdeeCHTp0+ne/fujRK2SGOr75DOMUn+ZjYEeAxoDsx3zj0Ysr4lsBA4B/gK+LFz7rPaXlPJX5ranj17eOyxx/jNb37DVVddxdSpU+nUqZPfYYk0SJON529mzYE5wFCgFzDKzHqFNLsR2Omc6wb8Bngo2v2KxFqrVq2444472LBhA1lZWfTp04dJkyaxY8cOv0MTiblY9PkPBDY55z51zh3AG2J9REibEcCCwOPngYvNjrNwW6SRtWnThpkzZ7Ju3Tq+/vprsrOzeeCBB/j3v//td2giMROL5N8J+EfQ862BZWHbBOb83QW0icG+RRpNp06dePzxx3nnnXcoKyujW7duzJkzRxeKSVKIq2ofMxtnZqVmVlqpyTckTmRnZ7No0SKWLVvGyy+/TM+ePXnmmWd0oZgktFgk/8+BzkHPTwssC9vGzNKALLwTv8dwzs1zzuU453LaNbBiQ6Sxffe73+WVV17hqaeeYs6cOfTv358//elPulBMElIskn8J0N3MzjCzFngj7S4NabMUGBt4fDXwF6f/MZKgcnNzeeedd7jvvvuYPHky559/Pm+++abfYYk0SNTJP9CHfzOwAlgPLHbOfWRm95rZ8ECzJ4E2ZrYJ+CUwOdr9ivip+kKxDz74gF/84heMHTuWYcOGsXbtWr9DE6kXXeQlEgP79+9n3rx5PPDAA+Tm5jJ9+nS6devmd1iSgpqszl9EoGXLltxyyy1s3LiR3r17M2jQIPLz8/niiy/8Dk0kLCV/kRhq1aoVd955Jxs2bKBVq1b06dOHyZMns1NzCEucUfIXaQRt2rTh4Ycf5oMPPmDHjh1kZ2czY8aMhl0oVlEBM2fCmDFw+eXe/cyZ3rhGIlFSn79IEygvL+euu+7irbfe4s477+RnP/sZLVq0CN+4pARmzIDly73n+/YdXZeRAc55s5tNmeLNdSASRH3+InEkOzubZ599lpdffpmlS5dy1lln8Yc//IFvvvnm2IYFBZCbC0VFXtIPTvwAVVXesqIir11BQVO9BUkySv4iTeicc87hlVde4cknn2T27Nn079+fZcuWeReKFRTAxImwd693dF8b57x2EyfqC0COi7p9RHzinGPp0qX813/9F99LS+PxDRtovn//MW1ahWxTBYwH/jt4YWamN3lNTp2/9CUFqNtHJM6ZGSNGjKCsrIy70tIgJPED7Am6bQcygB+FNqqq8s4RiDSAkr+Iz5p/9RWnf/wxzetotwRoD1wQusI5KC5WFZA0iJK/iN8KC+vVbAHwEyDsRBhm9X4dEVDyF/FfWVnNqp4Qm4FVHB0dsYaqKm8+Y5F6UvIX8duuXXU2eRo4Hzijtka6ilgaQMlfxG9ZWXU2WUgtR/3VWreORTSSIpT8RfzWty+kp0dc/Q7ebEg1qnyCZWRAnz4xDkySmZK/iN/y8mpdvQC4EjipljaHDh3i0JgxMQxKkp2Sv4jf2rf3xuqxsHU8PI7X5x+JM+OdrCx65+ayaNGimkNGiIQRVfI3s1PM7FUz2xi4r9HpaGb9zOxdM/vIzMrM7MfR7FMkKU2Z4nXdHAfLyOCC4mJmz57NI488Qr9+/XjppZc0t7DUKtoj/8nASudcd2Al4adn3Av8xDnXGxgCPGpm34pyvyLJZcAAmDXLG6qhITIzYdYsbMAABg8ezF//+lemT5/OXXfdxaBBg3j11Vf1JSBhRZv8R+B1SRK4vyK0gXOu3Dm3MfD4C6ACaBflfkWST37+0S+ACF1AR5gdSfzk5wct9oaMWLt2Lbfddhs333wzubm5rF69upGDl0QTbfLv4JzbFni8HehQW2MzGwi0AD6Jcr8iySk/3xukbeRIrwIotCsoI8NbPnKk1y4o8Qdr1qwZ1157LR999BF5eXmMGTOGoUOHosESpVqdo3qa2WtAxzCr7gAWOOe+FdR2p3MubLGxmZ0KvAGMdc6tidBmHDAOoEuXLuds3ry5Pu9BJDlVVnpDNqxb513A1bq1V86ZlwftGvbjef/+/cyfP5/777+fQYMGMX36dHr37t0oYYu/6juqZ1RDOpvZBiDXObetOrk753qEaXcyXuJ/wDn3fH1eW0M6i8Te3r17mTt3LjNnzuTSSy/lnnvuoVu3bn6HJTHUVEM6L+XohYdjgZfCBNICeBFYWN/ELyKNIzMzk4kTJ7Jp0yays7MZNGgQN910E1u2bPE7NGli0Sb/B4HBZrYRuCTwHDPLMbP5gTbXAP8byDOztYFbvyj3KyJROPnkk5k6dSrl5eW0bduWfv36ceutt7J9+3a/Q5Mmopm8RITt27fz4IMPsnDhQsaNG8evfvUrTjnlFL/DSkwVFd65mrIyb9C+rCxvCI8bbmjwuZrjoZm8RKTeOnbsyKOPPsoHH3zAjh07yM7O5t5772X37t1+h5Y4Skrgyivh9NPh7rvhD3+AP/3Ju7/nHujSxVtfUuJ3pICSv4gE6dy5M/PmzWPNmjWUl5fTrVs3Hn74Yfbu3et3aPGtoAByc6GoyJubIXR+hqoqb1lRkdeuoMCPKI+h5C8iNXTr1o1nnnmG119/nTVr1tCtWzdmz57N/jDzDKe8ggKYOBH27vWm1KyNc167iRN9/wJQ8heRiHr37s2SJUt4+eWXKS4upkePHjz11FMcOnTI79DiQ0nJ0cQfsB+4ETgdbyTWfsDy0O2qvwB8PK+p5C8idTrnnHMoLi7mmWeeYeHChfTu3VsjiALMmOF16QQ5BHTGm3ZzF3AfXsnjZ6HbVlV52/tE1T4i0iDOOV577TXuvPNOqqqqmD59OsOHD8fqGo8o2VRUeCd365h/GaAvcDdwVeiK9HTYsiWmVUCq9hGRRmFmDB48mDVr1nDfffcxdepUzj33XP785z+n1giihYX1avYlUA6EHUzDrN6vE2tpvuxVRBKemTF8+HAuu+wynnvuOW655RY6duzI/fffz/nnn9+wF/O5Nv64lJXVedR/ELgOb/iDnuEaVFV5Yzf5QEf+IhKVZs2a8eMf//iYEUSHDBlSvxFEE6w2PtjhHTtqXf8NcD3eMMaza2u4c2fsgmoAJX8RiYm0tDRuuOEGysvLGT58OCNGjODKK6/kww8/DL9BAtTGO+fYtm0bb7zxBr/73e+47bbbGDp0KGeccQbPrlgReTu8ip8vgSXACbXtpHXYgZAbnbp9RCSmWrRowfjx48nLy2Pu3LlcdNFFDB48mGnTph0dQTS4Nr4uwbXxEHEOg2js37+fTZs28be//Y0NGzYcc9+iRQt69uxJjx496NmzJxdffDE9evTgzCVLYNq0sF0/+cB64DWg1sk5MzK8Ybp9oGofEWlUu3fv5rHHHuOxxx5j5MiRTB8+nI7XXhs28S8CpgFb8CYRKQQuCG6QmelNYpNTZzFLDc45KisrjyT14AS/detWunbteiTBB9+3adMm/AtGqPbZDHQFWnLs0fXjeP3/x/Cx2kfJX0SaxI4dO3j44Yc579e/ZtjBgzX6nF8FfgY8CwwEqqcI7BTcyMybxWzJkoj7OXjwIJ988skxyb36MUDPnj1rJPgzzzyTFi1aNPxNXXml1y11PHm0Hu/leCj5i0j8qajAdemChRkm4vt4/eQ31vUagaPlr5o1C3sUv3nzZjp37nwkuQcn+rZt28b2eoSSEu98xPGMfRTFr5ja1Df5q89fRJpOYWHY5HsYKAWGA92AfcAVwMPU7DPft38/M7p25dG0tGOS+9ixY+nRowfdunWjZcuWjfxGAgYMgFmz6n/+olpmprddjBN/Qyj5i0jTiVAb/yVeTfzzwFt41TEj8IZGuD+kbbpzTB42jHsWL46Pq4qrT0BPnOhVKNXWm2LmneSdNatRTlw3RFSlnmZ2ipm9amYbA/cRa5bM7GQz22pmtZa8ikgS27Ur7OLqo/tbgFOBtsAvgeIIL5Oxb198JP5q+fleF87IkV63VEbI75WMDG/5yJFeO58TP0R/5D8ZWOmce9DMJgeeT4rQdjrwZpT7E5FElpUVdnFr4DQgOJ3Xmtp9qo2vVU6Od/K2stK7WnndOu8CrtatvXLOvLy4ulo52uQ/AsgNPF4AvEGY5G9m5wAdgFcA/zq5RMRffft6CTJM188NwH8DQ/C6fX4DXBbuNXysja+Xdu3g9tv9jqJO0V7h28E5V12RtR0vwR/DzJoBvwYm1vViZjbOzErNrLSysjLK0EQk7uTlRVx1FzAAyAbOAvoDd4Rr6FytryP1U2fyN7PXzOzDMLcRwe2cVzMa7kzHeKDYObe1rn055+Y553Kccznt4ujnkYjESPv2MHSod+IzxAnAXOBrvCPJ3wLpoY3MYNiwuOo+SVR1dvs45y6JtM7MvjSzU51z28zsVKAiTLPvAReY2XigFdDCzPY45yYfd9QikrimTIEVK46vNj4jw9teohZtt89SvNFKCdy/FNrAOXedc66Lc64rXtfPQiV+kRRWXRufmdmw7eKgNj6ZRJv8HwQGm9lG4JLAc8wsx8zmRxuciCSp/PyjXwB1lWyaHU38cVAimSw0vIOI+Ke01JvHtrjYS/JB8+EeTEsD5zhhxAivq0dH/PWi4R1EJP7VUhu/t0sXcmbP5r3f/56TTz7Z70iTjpK/iPgvTG18FtBvwwaefvppJkyY4E9cSUwzeYlI3JowYQJz5sxJrYnhm4iSv4jErQsvvJBmzZrxxhtv+B1K0lHyF5G4ZWaMHz+eOXPm+B1K0lHyF5G4dv311/OXv/yFrVvrHCRAGkDJX0Ti2kknncTo0aOZN2+e36EkFSV/EYl748eP54knnuDAgQN+h5I0lPxFJO716tWLs846ixdeeMHvUJKGkr+IJITqsk+JDSV/EUkII0Z2C96MAAAJVUlEQVSM4O9//ztlZWV+h5IUlPxFJCGkpaXx85//XEf/MaLkLyIJ46abbmLx4sV8/fXXfoeS8JT8RSRhdOzYkSFDhrBgwQK/Q0l4Sv4iklAmTJjA3Llz+eabb/wOJaFFlfzN7BQze9XMNgbuW0do18XM/mxm683sYzPrGs1+RSR1nXfeeaSnp7Ny5Uq/Q0lo0R75TwZWOue6AysDz8NZCDzsnDsLGEj4uX5FROpkZkyYMIHZs2f7HUpCizb5jwCqO98WAFeENjCzXkCac+5VAOfcHufccczcLCLiue6661i9ejWbN2/2O5SEFW3y7+Cc2xZ4vB3oEKZNNvC1mb1gZu+b2cNm1jzK/YpICjvxxBO5/vrr+d3vfud3KAmrzuRvZq+Z2YdhbiOC2zlvtoVwMy6kARcAE4EBwJlAXoR9jTOzUjMrraysbOh7EZEUMn78eJ588kn27dvndygJqc7k75y7xDn3nTC3l4AvzexUgMB9uL78rcBa59ynzrlDQBHw3Qj7muecy3HO5bRr1+7435WIJL3s7Gz69+/Pc88953coCSnabp+lwNjA47HAS2HalADfMrPqbH4R8HGU+xUR0Xg/UYg2+T8IDDazjcAlgeeYWY6ZzQdwzh3G6/JZaWbrAAOeiHK/IiL88Ic/ZPv27bz33nt+h5JwLF4nRs7JyXGlpaV+hyEice7BBx+kvLycp556yu9Q4oKZveecy6mrna7wFZGEduONN/Liiy/y1Vdf+R1KQlHyF5GE1q5dOy6//HJ+//vf+x1KQknzOwARkWhNmDCB0aNH88sxY2i2cCGUlcGuXZCVBX37wg03gCoIj6HkLyIJb6AZ83fswHXpAs2bQ3Dt/wsvwN13w9ChMGUKDBjgX6BxRN0+IpLYCgqwH/yAC3ftovnBg8cmfoCqKm9ZURHk5kJBgS9hxhsd+YtI4ioogIkTYe/e+lyxCnv3eu0B8vMbO7q4piN/EUlMJSVHEn+wMcCpwMl4A4vND92u+gsgxUvJlfxFJDHNmOF16YSYAnwG7MYbguBOoMYlYFVV3vYpTMlfRBJPRQUsX+515YToDbQMPLbA7ZPQRs5BcTGk8ACSSv4ikngKC2tdPR7IBHridQENC9fIrM7XSWZK/iKSeMrKalb1BJkL/At4C7iSo78EjlFVBevWNUp4iUDJX0QSz65ddTZpDpyPN6Z8xOLOnTtjF1OCUfIXkcSTlVXvpocI0+dfrXXrWESTkJT8RSTx9O0L6ek1FlcAi4A9wGFgBfBH4OJwr5GRAX36NGKQ8U3JX0QST15e2MWG18VzGtAabyKRR4Hh4Ro7F/F1UoGu8BWRxNO+vTdWT1HRMeWe7YBV9dneDIYNS+nB3qI68jezU8zsVTPbGLgP24FmZjPN7CMzW29mvzUzi2a/IiJMmeJ13RyPjAxv+xQWbbfPZGClc647sDLw/Bhm9n3gPKAv8B1gAHBhlPsVkVQ3YADMmgWZmQ3bLjPT2y6nzsmuklq0yX8EsCDweAFwRZg2DkgHWuCV254AfBnlfkVEvMHZqr8A6upQMDua+FN8UDeIPvl3cM5tCzzeDnQIbeCcexd4HdgWuK1wzq2Pcr8iIp78fFi1CkaO9CqAQruCMjK85SNHeu2U+IF6nPA1s9eAjmFW3RH8xDnnzKzGQBtm1g04C+8EPMCrZnaBc+6tMG3HAeMAunTpUnf0IiLgdeEsWeKN1VNY6F25u3OnV8ffp49X1ZPCJ3fDqTP5O+cuibTOzL40s1Odc9vM7FS8MttQI4E1zrk9gW2WA9/Du/I6dF/zgHkAOTk5NUdsEhGpTbt2cPvtfkeREKLt9lkKjA08Hgu8FKbNFuBCM0szsxPwTvaq20dExEfRJv8HgcFmthG4JPAcM8sxs+o5FJ7Hu7p6HfAB8IFz7uUo9ysiIlGI6iIv59xXhLly2jlXCvws8Pgw8PNo9iMiIrGl4R1ERFKQkr+ISApS8hcRSUFK/iIiKUjJX0QkBZlz8XktlZlVApt92HVb4J8+7Dee6TOpSZ9JTfpMwmvqz+V051ydlzPHbfL3i5mVOudSe7i/EPpMatJnUpM+k/Di9XNRt4+ISApS8hcRSUFK/jXN8zuAOKTPpCZ9JjXpMwkvLj8X9fmLiKQgHfmLiKSglE7+ZvajwMTy35hZxLPxZjbEzDaY2SYzqzFPcbIxs1PM7FUz2xi4bx2h3WEzWxu4LW3qOJtCXX97M2tpZs8G1v/VzLo2fZRNqx6fSZ6ZVQb92/iZH3E2JTN7yswqzOzDCOvNzH4b+MzKzOy7TR1jqJRO/sCHwJXAm5EamFlzYA4wFOgFjDKzXk0Tnm8mAyudc92BlYHn4VQ55/oFbsObLrymUc+//Y3ATudcN+A3wENNG2XTasD/h2eD/m3MD7M+2RQCQ2pZPxToHriNAwqaIKZapXTyd86td85tqKPZQGCTc+5T59wBYBHexPXJbASwIPB4AXCFj7H4qT5/++DP6nngYrO6ZhJPaKn4/6FOzrk3gR21NBkBLHSeNcC3ArMf+ialk389dQL+EfR8a2BZMuvgnNsWeLwd6BChXbqZlZrZGjNLxi+I+vztj7Rxzh0CdgFtmiQ6f9T3/8NVge6N582sc9OEFtfiLo9ENZlLIqhtAnrnXLhpJ1NCbZ9L8BPnnDOzSCVhpzvnPjezM4G/mNk659wnsY5VEs7LwB+dc/vN7Od4v4wu8jkmCZH0yb+2Cejr6XMg+MjltMCyhFbb52JmX5rZqc65bYGfphURXuPzwP2nZvYG0B9vys5kUZ+/fXWbrWaWBmQBXzVNeL6o8zMJzPBXbT4wswniindxl0fU7VO3EqC7mZ1hZi2Aa/Emrk9mS4GxgcdjgRq/kMystZm1DDxuC5wHfNxkETaN+vztgz+rq4G/uOS+eKbOzySkL3s4sL4J44tXS4GfBKp+BgG7grpW/eGcS9kbMBKv720/8CWwIrD820BxULthQDneUe0dfsfdBJ9LG7wqn43Aa8ApgeU5wPzA4+8D64APAvc3+h13I30WNf72wL3A8MDjdOA5YBPwf4Ez/Y45Dj6TGcBHgX8brwM9/Y65CT6TPwLbgIOBnHIj8AvgF4H1hlcl9Ung/0uO3zHrCl8RkRSkbh8RkRSk5C8ikoKU/EVEUpCSv4hIClLyFxFJQUr+IiIpSMlfRCQFKfmLiKSg/w9XKMd+Uk3NewAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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VV0O7dqXFbr75Zj799FP+8Y9/aFlOkWqq1e6qZjYCyABC5zfu5JzbYmbHA6+b2Urn3EcRzh0FjALo2LFjrcQrSSAvDyZPhnnB7xK7dx88NmsWTJoEgwbBhAn84c03mT9/vpblFIlRPBLDFiB0yatjgvvCmNm5wG3AAOdcccl+59yW4ONGM3sDOAUolxicc9OAaQAZGRkuDnFLssvJgfHjoagIXIR/8qIi/5iby75XX+WrFi2Yl59Penp67cYpUs/Eo40hD+hqZseZWTNgOBDWu8jMTgH+AlzknNsWsj/dzJoHn7cF+gGhjdbSUJUkhV27IieFUM7RZM8efr97Nx1eeaV24hOpx2JODM65fcBYYD7wAfB/zrnVZnaXmV0ULHY/8B3g+TLdUnsAATNbASzCtzEoMTR0eXkHk0KIgUAK/g/pO8D3ypzWaPduf14gUCthitRX5qJ9G0tCGRkZLqD//PXXsGGQm1vuTmEgMAK4prJzzSArC158sebiE6mjzGypcy4jWjmNfJbksm2bb2iu7hcW52DuXNi+Pb5xiTQgSgySXGbMqPTwBKCkMeqNigqZRb2OiFRMiUGSS35+eJfUEPcCG/Fd3kYBFxKh+xr43korV9ZUhCL1nhKDJJfCwgoP/Q/QEmgOXIW/a5hbUeGCgnhHJtJgKDFIcklLq3JRAypsidBYBpFqU2KQ5NK7N6SklNv9Nb4/9G783ClPA28CmZGukZoKvXrVYJAi9ZsSgySX7OyIdwF7gduBdvjG50eAXKBbpGs4B5pqW6TatLSnJJX5y5bRuGlTzt69O+xbSzv8EPuozGDw4LCJ9UTk0OiOQZLC2rVr+eEPf8jYsWNpNmkS1qJF9S6Umgpag0EkJkoMklA7duzg+uuv5wc/+AHnnHMOq1ev5sybbsKmTIFDTQ4tWsCUKZARdWCniFRCiUESYu/evTzyyCN0796dffv2sWbNGm688UaaNWvmC4wZ4z/kW7Tw1UOVMTuYFMaMqfngReo5tTFIrZs3bx433ngjHTp04PXXX+fEE0+MXHDMGOjTx6/HMHeuTwAlU22DrzZyzrcpTJigOwWROFFikFpTclewadMmHnjgAQYPHhx96c2MDD8h3vbtfpqLlSv94LX0dN8lNTtbDc0icabEIDXuq6++4s477+S5557jtttuY8yYMQerjKqqXTu4+eaaCVBEwqiNQWrM3r17eeihh+jRowcAH3zwAddff/2hJwURqVW6Y5C4c84xd+5cbrrpJo499ljeeOMNevbsmeiwRKSKlBgkrlavXs2NN97I5s2bmTp1KoMGDUp0SCJyiFSVJHHx5Zdfct1113HWWWcxZMgQ8vPzlRRE6qi4JAYzyzSzdWa2wcxujXC8uZk9Fzz+rpkdG3JsQnD/OjO7IB7xSO3Zs2cPU6dOpUePHjRp0oS1a9cybtw4mjZtmujQRKSaYq5KMrPGwJ+A84BPgTwzm+2cWxNSbCRQ4JzrYmbD8Wuu/MTMegLDgROA7wL/NLNuzrn9scYlNcs5xyuvvMJNN91E165defPNN0sbmUWkbotHG0NfYINzbiOAmT0LDAVCE8NQ4M7g8xeAP5rvwD4UeNY5VwxsMrMNwestiUNcUkNWrlzJDTfcwGeffcbDDz9MZmbEya9FpI6KR1XS0cAnIa8/De6LWMY5tw8oBA6v4rmSJLZt28bo0aMZfvbZ3PWd77DqlFPI/NOfYMQIuO8+PwhNROq8OtMrycxG4Zf6pWPHjgmOpmEpLi7mkUceYf7vf88f2rYl59tvsfnzw9dmnjULJk2CQYP89BR9+iQuYBGJSTzuGLYAHUJeHxPcF7GMmTUB0oCvqnguAM65ac65DOdcRjtNgVArnHPk5uZywgknkDpzJvOLi+m9cSNWXByeFMDPYbR7N+TmwsCBkJOTkJhFJHbxSAx5QFczO87MmuEbk2eXKTMbv347wKXA6845F9w/PNhr6TigK/BeHGKSGK1YsYJzzjmH22+/nTmDB3Pdxo002r3bT1oX9CzQAzgM6Ay8Bf74rl0wfrySg0gdFXNVknNun5mNxS/J2xiY7pxbbWZ3AQHn3Gzgr8CTwcblHfjkQbDc/+EbqvcB1yVVj6Rt2/zEbfn5UFjoF6rv3RuuvrreTtz2xRdfMHHiRGbPns2dd97JNSedRJNzz/Uf9iEWALcAz+F7C2wte6GS5NCnj2Y9FalrnHN1bjvttNNcjXrvPeeyspxLSfGb/x7st9RUvy8ry5erJ3bv3u3uvfded/jhh7ubbrrJFRQU+ANZWc6Zhb8H4E4H93iZfeU2M+eGDUvsLyYipfBf1qN+xmrkc1k5Ob6OPDfX15nX87p05xyzZs2iZ8+e/Pvf/2bJkiVMmTKF1q1b+zumefPCqo8A9gMBYDvQBd8wNBYoKn9xv46CeiuJ1ClKDKFycnz1x65d5T4My6kHdenLli3jrLPO4s4772TatGnk5ubStWvXgwVmzIh43hfAXvyAlLeA5cAy4PeRCptVeB0RSU51prtqjcvLO5gUQnwMXIsfcdcc33L+ICFvXCLq0mNs+/j888+5/fbbeeWVV5g4cSLDhg1j586d5OXlUVhYSGFhIV9//TWnP/ccPcveMQGpwcdxQPvg8xvxieHusoWLivziOiJSZygxlJg8OXzZyKBrgSPwjatf4+f9eBT4ZWihoiJ//osv1myMeXn+58yb51+HfGgfeOEF3MSJfHHKKSzLzOSjNm3CPuQLCwspKChg3bp1fPbZZ6SkpLB//35uuOEGfvvb35KWlla6tW7dmrS0NP6noCBiGOn46qPQtdcqW4ftv1u20MK56Ku1iUhSUGKACuvSATbh689TgKOATGB12UKhdelV7K3knGPnzp2lH9qhH+CRnp+Rn881a9fS7MABGke4XqPiYgCOevddzg0E+LZ/f7b1789RRx1Ft27dWLt2LW+99Rbdu3fn8ccf56STTiItLY2UlJSKP7BHjIBNmyIeuhp4JPh+NAWmAkMq+F3nLVnCL9q2JSMjg4yMDPr06UNGRgZHH320koVIElJigErrwH+F768/ECgA5gG/i1Bu/4EDrLrhBt4bMCDqh3xhYSHffvstqamp5b6ll33eqVMnTsvL49SPPqLJgQNRf5VGQPP9+xmelwc/+QlL+/blhhtu4JtvvuGZZ57hrLPOqvr70ru3vwuKUJ00EfgS6IZPmj8Gbot0jdRULv3tbznjiitYunQpgUCAadOmMWrUKBo1alSaJEq2I488surxiUiNMBetkTUJZWRkuEAgEL8LjhgBTz8d8dAHwAhgBb43zlXA34hcdbK4Y0eePO+8Cj/kQ5+3atWKJk2qkJfz8nzvp5C2j++UKVKEr/J6pMz+4saNGdq6NZfecw9XX301jRtHuteoxLZt0KlTxMRQZSkpsHlzuTsp5xyffPIJgUCAvLw8AoEAgUCAli1bht1ZnHbaabRp06b6P19ESpnZUudc1MZQ3TGAb8CN4AC+qmQU8G9gJ/Az/MCu+yKUb7l/P0cddRQdO3Ys3Tp06EDLli2rH1uEto+dZZ4fBfwowqlN9+9nzhln0PSaa6r3s484ws99lJsbvZdWJGYweHDE6jUzK32Phg0bBvhksXHjxtJEcffdd/P+++/Trl27sCqoU089lVatWlXvdxKRqHTHABXeMXwJtMM3OqcF9+UCtwOrIlzmozPO4O+ZmWzevDlsa968eViyKLu1b98+8rf5Knxjnwn8FviIChqAK/jGXmUR7liqrEULWLw4pt5aBw4cYN26daV3FIFAgBUrVnDMMceEVUOdfPLJHHbYYdX+OSINge4YDkUFdeltgeOAHGA8/tv5TKB3pGukptL54ouZePPNYbudc+zYsaNcsli6dGnp8y+//JL27duXSxgD3nuP70UZhTgT+CmV9AoqGUdQJq4q69MHpkyJ2JW3Ui1a+PNi7MLbqFEjevToQY8ePbjyyisB2LdvH2vWrClNFE899RSrV6+mS5cuYdVQvXv3pnnz5jH9fJGGSHcMUOk38+X4BugV+ImgzsbX5ZdrIo3hm/mePXvYsmVLueTxkzlzOHtruVmISv0HOB7YgE9gFbrySnjiiUOOK0zJ4L+iosqrlcwgNdUnhTFjYvuZh6C4uJhVq1aFtVl8+OGH9OjRI6wa6oQTTkiOZUcb4DxcknhVvWNQYigxbFhsdelZWfEfx3DhhfDKKxUe/j1+MrvF0a4zZAjMmRN7PIGAb/OYO9f/zqFtH6mp/r0bPNivx5AEE+cVFRWxYsWKsMbtjz/+mN69e4f1hOrevfuhN8xXVyVjUUrfQ61pITVEieFQJbguPaJKekuB7yp6K75BvFLxuGMItX27/7a7ciUUFEB6OvTqBdnZSf9t99tvv2XZsmVhbRZbt27llFNOCauG6ty5M40axXnGmCS/65L6T20MhyrBdekRVTKO4N/4FY0i9UYKk5rqP7TjqV276rdZJFjLli0588wzOfPMM0v3FRQU8P777xMIBJg1axa/+c1v+PrrrznttNPCqqE6depU/QF5ofNwRRM6DxcoOUit0x1DWcn0ra6Sto9fALuAJ6NdI9ZeSQ3U9u3bWbp0aVg11J49e8KqoEpGb0cV5W50PdALPw/XU2UP1tTdqDRIqkqKRTLVpSdj20cD9dlnn4VVQeXl5dG0adNyyeKII44IPzHKv+H5+EGKnYiQGPRvKHGkxBAPyVCXnoxtHwL4rsibN28OSxaBQIBWrVqVVkGd3rkzZ155pV8nO4JngVlAT3zvsnKJAXTXJ3GjxFCfHEr9dImStg/VT9cq5xwfffRRaZLoPGsW2Zs2lU5VHuobIAN4HXicShJDair89rd1tl1HkketND6bWRv8sr/H4pcu+LFzrqBMmZPxY8Ra4acbuts591zw2AxgAFAyJ0W2c255LDHVSyUf7snS9iEVMjO6dOlCly5dGD58OHz+eYUz1E4ERuKnMK+U1rSQWhZrf7xbgYXOua7AwuDrsnYBP3XOnYCfeuhBM2sdcvxm59zJwU1JoSJjxvhqoawsX7WQWuY7aGqq35+V5cspKSSHCubhWg78E7ihqtepYG0MkZoQa3fVofgZqcHPzvAGfo65Us65D0Oef2Zm2zg4BZEciowM3wiZDG0fUjVpaRF3v4G/xe4YfL0Tfzu9Bng/0gnp6XEPTaQisSaGI51zJXM2fE6EmSJCmVlfoBl+zrcSd5vZHQTvOJxzkVvp5KA6PI6gwalgLMooYHjI6yn4RBFp9fADKSk0ivdYFJFKRK1KMrN/mtmqCNvQ0HLOt2JXWPltZu3x3e6vds6VrDgzAegO9AHaUOZuo8z5o8wsYGaB7du3R//NRJJBdnbE3S3w06WXbN/BL3gU6X5vz+7djPzXv1i0aBF1sbOI1D1RE4Nz7lzn3IkRtpeBL4If+CUf/NsiXcPMWgGvArc5594JufZW5xXj17/pW0kc05xzGc65jHaqLpG6omRNiygjpu+kgh5JZjS68EJOPf98xo0bR8+ePXnooYf4+mvVxErNibXxeTZ+UTOCjy+XLWBmzYCXgCeccy+UOVaSVAy4mMjLHIjUbRMmlO8sUFWpqTS74w6uu+46Vq5cybRp03j33Xc57rjjGDlyJA2q27bUmlgTwz3AeWa2Hjg3+BozyzCzx4NlfgycCWSb2fLgdnLw2NNmthJYiV/+4PcxxiOSfErm4WrR4tDOKzMPl5nxgx/8gL///e+sW7eOrl278qMf/Yg+ffowffp0dlVnEKRIBBrgJlJbamAerv379zN//nxycnJYsmQJI0aMYPTo0XTv3j3OwUt9UNUBbnGeV1hEKlQDY1EaN27M4MGDmTNnDkuXLuWwww5j4MCBnH322Tz//PPs3bu3hn4Zqc90xyCSCDU4FmXPnj289NJL5OTk8OGHHzJy5EhGjRpFhw4d4hK61F2aK0lEWLNmDX/+8595+umn6d+/P6NHj+aCCy6I/yJEUieoKklE6NmzJw8//DCbN2/mwgsv5Pbbb6dLly7ce++9aDyQVESJQaQBOOyww7jmmmsIBAI8++yzrFu3jm7dunHFFVfwr3/9SwPnJIwSg0gDYmb07duX6dOns3HjRvr06cPIkSM56aSTePTRR/nmm28WVhMvAAAN6UlEQVQSHaIkASUGkQYqPT2dX/3qV6xdu5YHH3yQRYsW0alTJ0aPHs2KFSsSHZ4kkBKDSANnZqXdW1evXs3RRx/NkCFDOOOMM3jyySfZHWHNcanflBhEpNR3v/tdJk6cyKZNm7jlllt4+umn6dixIzfffDMbNmxIdHhSS5QYRKScJk2aMHToUF577TWWLFmCmXHGGWdwwQUXkJuby759+xIdotQgJQYRqVTnzp2577772Lx5M1deeSX3338/xx13HHfddRefffZZosOTGqDEICJVkpKSwogRI3j77bd59dVX2bp1KyeeeCKXXnopCxcujL3L67ZtcN99MGIEXHihf7zvPj9KXGqVRj6LSLV9++23PPXUU+Tk5FBcXMwvfvELsrOzadOmTdUvkpcHkyfDvHn+dWhjd2qqn3Bw0CA/fXmfPvH9BRoYjXwWkRrXsmVLxowZw4oVK5g+fTrvv/8+xx9/PNnZ2bz77rvR7yJycmDgQMjN9QmhbA+ooiK/LzfXl8uJtPipxJsSg4jEzMzo168fTz31FOvXr6dnz55cfvnlnHbaaTz22GP897//LX9SyTTku3ZVPg05+OO7dvnySg41TolBROKqXbt2/PrXv2b9+vX87//+L6+88godO3Zk3LhxrFmzxhfKyzuYFIKKgZFAJ6AlcDIwr+zFS5KDqpJrlBKDiNSIRo0akZmZycsvv8yyZcto3bo155xzDgMGDODT667DFRWFld8HdAAWA4X45Rx/DHxc9sJFRb5NQmqMGp9FpNbs3buXeTNncsEvfkHzAweilu8NTAIuKXsgJQU2b4557YqGplYan82sjZktMLP1wcf0CsrtD1nveXbI/uPM7F0z22Bmz5lZs1jiEZHk1rRpUy7asYPmzaL/V/8C+BA4IdJBM7/QkdSIWKuSbgUWOue6AguDryMpcs6dHNwuCtl/LzDVOdcFKMBXMYpIfZafX773URl7gSuAq4CIq1cXFfnV76RGxJoYhgIzg89nAhdX9UQzM+Bs4IXqnC8idVRhYaWHDwBXAs2AP1ZWsKAgfjFJmFgTw5HOua3B558DR1ZQLsXMAmb2jpmVfPgfDnztnCuZdOVT4OgY4xGRZJeWVuEhh682+AJ4EWha2XXSI9ZcSxw0iVbAzP4JHBXh0G2hL5xzzswqasnu5JzbYmbHA6+b2Up8x4MqM7NRwCiAjh07HsqpIpJMeveGF1+MWJ00BvgA+CeQWsklXGoq1qtXDQUoUe8YnHPnOudOjLC9DHxhZu0Bgo/bKrjGluDjRuAN4BTgK6C1mZUkp2OALZXEMc05l+Gcy2innggidVd2dsTd/wH+AizHfxP9TnB7OkLZ4t27+ePOnVq3uobEWpU0G98+RPDx5bIFzCzdzJoHn7cF+gFrnO8nuwi4tLLzRaSeOeIIP/eRWdjuTviqpN3AzpDtijKnOzP+O2AASzdvplu3bgwfPpxFixZp3eo4ijUx3AOcZ2brgXODrzGzDDN7PFimBxAwsxX4RHCPcy44/JFbgBvNbAO+zeGvMcYjInXBhAl+grxqsNRUDr//fv72t7+xadMm+vfvzy9/+Uu+973vcf/99+suIg40wE1EEiN0rqSqatECpkyBMWPCdjvneOedd5g2bRq5ublkZmYyatQoBg4ciJW5M2nINLuqiCS3MWP8h3yLFuWqlcoxqzAp+MPG6aefXnoX0a9fv9K7iClTpvDll1/W0C9RPykxiEjijBkDixdDVpaf5qJs9VJqqt+fleXLRUgKZbVu3ZqxY8eSn5/PzJkzWbVqFV27duWyyy7jjTfeUFtEFagqSUSSw/btfpqLlSv94LX0dOjVy/diirEnYkFBAU899RR/+ctf2Lt3L6NGjeKqq66ibdu2cQm9rqhqVZISg4g0GM45lixZwrRp03j55ZcZNGgQo0aNYsCAAQ2iLUJtDCIiZZgZZ5xxBjNmzGDjxo2cfvrpjB07lu7du/OHP/xBbRFBSgwi0iClp6czbtw4Vq5cyd/+9jfy8/Pp0qULl19+OYsXL27QbRFKDCLSoJXcRcycOZNNmzbx/e9/n2uvvZYePXrwwAMPNMi7CLUxiIiU4Zzj3//+N9OmTWP27NkMHjyYUaNGceaZZ8bWFrFtm29gz8/3s8ympfm5o66+ulYWHVLjs4hIHOzYsaO0R9P+/ftLezQdfvjhVb9IXp5fjnRecBXr0AkEU1PBOT9NyIQJ0KdPfH+BEGp8FhGJgzZt2vDLX/6SVatW8de//pXly5fTuXNnrrjiCt58883obRE5OTBwIOTm+oRQdlbZoiK/LzfXl8vJqalfpcqUGEREqsDM6NevH0888QQbN26kb9++jB49mp49ezJ16lS++uqr8ieFTvsRLYE458uNH5/w5KDEICJyiNq0acP111/P6tWreeyxx1i2bBldunRhxIgRB+8i8vIizgW1A8gCDsPPKPv3shcvSQ4JrC6PulCPiIhEZmb079+f/v37s2PHDp544glGjx6Nc47ZTZrQpaiIsk3V1+GXLf0Cv/bED4GTgBNCCxUV+TaJF1+sld+jLDU+i4jEkXOOd+fM4dSsLJodOBB27L9AOrAK6BbcdyV+TeN7yl4oJQU2b45rbyU1PouIJICZ8f21a2nWrFm5Yx/iq2m6hew7CVgd+UK+a2sCKDGIiMRbfn7ENa13Aq3K7EsDvo10jaIiP6FgAigxiIjEW2FhxN3fAb4ps+8boGVF1ykoiF9Mh0CJQUQk3tLSIu7uBuwD1ofsW0GZhudQ6elxDauqYkoMZtbGzBaY2frgY7nfwszOMrPlIdtuM7s4eGyGmW0KOXZyLPGIiCSF3r1943EZhwHDgDvwDdFvAy/jG6DLSU3161EkQKx3DLcCC51zXYGFwddhnHOLnHMnO+dOBs4GdgH/CClyc8lx59zyGOMREUm87OwKDz0KFAFHAJcBOVRwx+BcpdepSbEmhqHAzODzmcDFUcpfCsxzzh3C6t8iInXMEUf4uY8iTLjXBsjF3zFsBi6PdL4ZDB5cKxPrRRJrYjjSObc1+Pxz4Mgo5YcDz5TZd7eZ5ZvZVDNrHmM8IiLJYcKE8mtYV1Vqqj8/QaImBjP7p5mtirANDS3n/Ei5CkfLmVl7oBcwP2T3BKA70AefSG+p5PxRZhYws8D27dujhS0iklh9+sCUKdCixaGd16KFPy8j6ji0GhN1Sgzn3LkVHTOzL8ysvXNua/CDf1sll/ox8JJzbm/ItUvuNorN7G/A+ErimAZMAz/yOVrcIiIJN2aMfxw/3o9LqGymCTN/pzBlysHzEiTWqqTZwFXB51fhG9grchllqpGCyQTzK19cjB8pLiJSf4wZA4sXQ1aW76lUtnopNdXvz8ry5RKcFCDGuZLM7HDg/4COwH+AHzvndphZBjDaOXdNsNyx+J5ZHZxzB0LOfx1oBxh+PqnRzrmd0X6u5koSkTpp+3Y/zcXKlX7wWnq675Kana0V3GKlxCAicug0iZ6IiFSLEoOIiIRRYhARkTBKDCIiEkaJQUREwigxiIhIGCUGEREJo8QgIiJh6uQANzPbjh9pfajaAl/GOZz6Ru9RdHqPotN7FF0i3qNOzrmoQ6zrZGKoLjMLVGXUX0Om9yg6vUfR6T2KLpnfI1UliYhIGCUGEREJ09ASw7REB1AH6D2KTu9RdHqPokva96hBtTGIiEh0De2OQUREoqjXicHMfmRmq83sQHDxoIrKZZrZOjPbYGa31maMiWZmbcxsgZmtDz6mV1Buv5ktD26zazvO2hbtb8LMmpvZc8Hj7wYXo2pQqvAeZZvZ9pC/m2sSEWcimdl0M9tmZhFXpzTv4eB7mG9mp9Z2jJHU68SAXyp0GPBmRQXMrDHwJ2AQ0BO4zMx61k54SeFWYKFzriuwMPg6kiLn3MnB7aLaC6/2VfFvYiRQ4JzrAkwF7q3dKBPrEP7fPBfyd/N4rQaZHGYAmZUcHwR0DW6jgJxaiCmqep0YnHMfOOfWRSnWF9jgnNvonNsDPAsMrfnoksZQYGbw+Uz82tsNXVX+JkLftxeAc4JrlzcUDf3/TZU4594EdlRSZCjwhPPeAVqbWfvaia5i9ToxVNHRwCchrz8N7msojnTObQ0+/xw4soJyKWYWMLN3zKy+J4+q/E2UlnHO7QMKgcNrJbrkUNX/N5cEq0heMLMOtRNanZKUnz9NEh1ArMzsn8BREQ7d5px7ubbjSUaVvUehL5xzzswq6qbWyTm3xcyOB143s5XOuY/iHavUK3OAZ5xzxWb2C/wd1tkJjkmqoM4nBufcuTFeYgsQ+k3mmOC+eqOy98jMvjCz9s65rcFb2G0VXGNL8HGjmb0BnALU18RQlb+JkjKfmlkTIA34qnbCSwpR3yPnXOj78ThwXy3EVdck5eePqpIgD+hqZseZWTNgOFDve92EmA1cFXx+FVDuLsvM0s2sefB5W6AfsKbWIqx9VfmbCH3fLgVedw1rUFDU96hMXflFwAe1GF9dMRv4abB30veBwpCq3cRxztXbDcjC19kVA18A84P7vwvMDSk3GPgQ/w34tkTHXcvv0eH43kjrgX8CbYL7M4DHg8/PAFYCK4KPIxMddy28L+X+JoC7gIuCz1OA54ENwHvA8YmOOQnfo8nA6uDfzSKge6JjTsB79AywFdgb/CwaCYwGRgePG75310fB/1sZiY7ZOaeRzyIiEk5VSSIiEkaJQUREwigxiIhIGCUGEREJo8QgIiJhlBhERCSMEoOIiIRRYhARkTD/D6eKPVuO1t8HAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "115\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'C', 7: 'C', 8: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "117\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'C', 7: 'C', 8: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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sF5GNInK/n+2DRWSdiGSLyAci0shn22ERWem97Dl2Y0ItwA3jHcD3wEDciKTaQCowO9BxkpLKIbjy1b17d2bMmMHhw4cjHUpMCToxiEhl4HmgE9AM6CUizQo0+xxIVtUWwBTgSZ9tuarayntdFWw8xpgCWrRwM54VUAdoAmQAh4BdwGtAC3/HSEiA5s3LMcjy0aRJE0466SSWLl0a6VBiSih6DOcCG1X1a1U9gLuX1dW3gaouVNW8AdSf4C5nGmPCoU8fjhw54nfTNOB9oC5wKnAM8JS/hqrQp085BVi+unfvztzx4+HJJ+Gmm+Avf3Ffn3wy5kZahUsoiug1AH7wWd4MtC2ifV/c4Ic81UUkC/dHyyhVneFvJxHpD/QHaNiwYVABGxMvfv31Vx5+4gkuBzqJUKnAkNVWwKLiDiICnTuXuLBeVMnM5O5Fi6j6wQdo9eqI7034adMgPb3YulDxKKw3n0XkJtzAh3/4rG7kPYl3A/C0iJzib19VfUlVk1U1uW4s/oIaE0aqypQpU2jWrBl79uzhwlmzqFTW8hUJCe6DM9Z4daFqLFhAdcifFKDYulDxLBQ9hi3An3yWT/LW5SMiHYEHgT+r6v689aq6xfv6tYgsAloDm0IQlzFx6ZtvvmHgwIF8++23TJw4kfbt27sNo0cfrZVUUomJbr/kYqsoRBffulDF8a0LBZCWVr6xxYBQ9BgygdNEpImIVAV6AvlGF4lIa+BF4CpVzfFZnyQi1bz3dYALgXUhiMmYuHPw4EFGjRpFSkoK7dq14/PPPz+aFMB94I0e7T7si5tRTeRoUoi1D8rMzCKTwgbck943FdyQlxysDlvwiUFVD+FGvM0FvgDeUtW1IvKYiOSNMvoHcBzwdoFhqWcCWSKyCliIu8dgicGYUlq6dCmtW7dmyZIlLF++nGHDhlG1atXCDdPSYPFi6NbNjVQqeHkpIcGt79bNtYu1pAAB60LluRMIeDchN9ftH+esuqoxMeyXX37hvvvu4/333+epp57immuuKfn8ytu3uzIXq1e7h9eSktyQ1D59YvNGM7i6UI0aBXzSexJuJFYzYCPwhr9G1avD99/H7jkoQkmrq9rUnsbEIFVl/Pjx/O1vf+O6665j3bp1pZ+trG5dGDq0fAKMlCLqOf0KPAIsAF4u6hh5daEq2rkpBUsMxsSYL7/8krS0NH799VdmzZpFcqzdGC5PRdSFehg3Vr7Yh6hisC5UqFmtJGNiRG5uLo888gjt2rWjW7duLF++3JJCQQHqQq0E5gODSnqcGKwLFUrWYzAmBsybN4+0tDRatWrFqlWraNCgQaRDik4B6kItws1Wl/do7B7gMG4I5Gf+dojBulChZInBmCi2bds2Bg8ezLJly3juuefo0qVLpEOKbi1awNSphS4n9ceNo88zGpco/D7SFqN1oULJLiUZE4WOHDlCRkYGzZs3p2HDhqxdu9aSQkkEqOeUiJuhLu91HO5ZBr/jjmK4LlSoWI/BmCizcuVKBgwYQJUqVVi4cCFnn312pEOKHfXqudpHM2b4nco0z/AA61UEidW6UCFkPQZjosSePXu49957ueKKK+jXrx9LliyxpFAWw4YVfnCvhPaLsCsWH+oLMUsMxkSBGTNm0KxZM3755RfWrFlD3759qVTJ/nuWSUrK0dIfpaCJibx38cW06d+flStXllNwscEuJRkTQd999x13330369ev5/XXX6dDhw6RDqliyPurf8gQ91xCURUeRCAhARk9mh5paRyYOJHLLruMp59+mhtvvDE88UYZ+5PEmAg4ePAgo0eP5pxzziElJYVVq1ZZUgi1MtaF6tWrFx988AGPPPIIgwYN4uDBgxEIPrKsVpIxYbZs2TIGDBjACSecwJgxYzj11FMjHVLFV4a6UDt27ODGG28kNzeXt956i3r16oU15PJgtZKMiTI7d+5k2LBhzJw5k3/9619cf/31JS94Z4JThrpQtWrVYtasWaSnp5OcnMyUKVM499xzyynA6GKXkowpqZycMs0brKpMmDCBZs2aUalSJdatW0fPnj0tKcSAypUrM2LECJ555hm6dOnCK6+8EumQwsIuJRlTnMxMV6N/jjdVue9TtQkJ7sZmgHmDN2zYwB133MH27dt58cUXadu2qOnQTTT78ssvufrqq+nQoQPPPPMM1apVi3RIpVbSS0nWYzCmKN68wcyY4RJCCecN3r9/P48++ijnn38+nTp1Iisry5JCjGvatCnLly/np59+4uKLL+bHH3+MdEjlxhKDMYH4zhtcXM/aZ97gL++5hxYtWrBy5Uo+++wzBg8eTJUqdjuvIqhRowZTp06lc+fOpKSksHTp0kiHVC5CkhhE5EoRWS8iG0Xkfj/bq4nIZG/7pyLS2GfbMG/9ehG5IhTxGBO0IuYNnoSbk/ZY4BTgQ9+Ne/fS8Nlneal/f6ZPn07Dhg0L7W9iW6VKlXjooYd4+eWX6dGjB88//zyxeEm+KEEnBhGpDDwPdMLNmNdLRJoVaNYX2KmqpwJPAX/39m2GK3p4FnAlMMY7njGRFWDe4HnAfcCrwG/AEuDkAm0SgD9//HF5R2girFOnTnz88ce8+OKLpKamklvEPNOxJhQ9hnOBjar6taoewP1B1bVAm67Aa977KcCl4oZkdAUmqep+Vf0GNw1rfIwHM9ErJ8fdaPbzV2A6bnrI83D/eRp4L1+iCrNnFztaycS+U045hWXLlrFv3z7at2/Pd999F+mQQiIUiaEB8IPP8mYK/1/5vY2qHgJ2A7VLuK8x4RVg3uDDQBawHTgVN0XkQMDv34l58wabCu/YY49l4sSJ9OrVi7Zt27JgwYLAjcs45DncYubms4j0F5EsEcnaHmUn0VQwAeYN/gk4iOvyfoibLvJzYIS/Y9i8wXFFRLj33nt58803ufHGG/nnP/+Z/75DZiZ07w6NGkF6OkyYALNmua/Dh0PDhm57ZmbE/g2+QpEYtgB/8lk+yVvnt42IVAFqAr+UcF8AVPUlVU1W1eS6cV4r3ZSzAPMG51XauQuoD9QBBgOzAx0nzucNjkeXXHIJn376KRMnTuSGG27gf//7X5mHPEdSKBJDJnCaiDQRkaq4m8kzC7SZCfT23l8DLFCXTmcCPb1RS02A04DlIYjJmLILMG9wEu4vF9/nlYt8djnO5w2OVw0bNuTDDz+kevXq/Ov00zkyePDvQ56fA5KBakCfgjv6DHmOdHIIOjF49wwGAnOBL4C3VHWtiDwmIld5zV4BaovIRtwfWfd7+64F3sLNyf0+cKeqHg42JmOC0qKFq7rpRyrwbyAH2IkbYvd//hravMFxLSEhgbFpadz/889U8ukhnAg8BNxa1M55ySGC1R2sJIYxBeXkuGvBfu4zHAT+CryJmzP4OuBJ730+1avD99/H/RSRca1794BTjD6EG2kzLtC+Iq4c+NSpIQ3JSmIYU0YHk5L4onFj/HVdjwHGALuAbcCz+EkKImDzBse3IoY8l0iEhzxbYjDGx5dffsmFF17ImJo1kTLOG0xCgiuoZ+JXKIYqR3DIsyUGY4AjR47w7LPP0r59e1JTU3l22TIq/fOfpZ43mMREN99wcrG9dVORBRjyXCoRHPJslb1M3Pv+++9/L2mwbNmyozOqlWHeYEaPPrqfiV8BhjyXWoSGPFuPwcQtVeX111/nnHPOoWPHjixZsqTwNJtlnDfYxLkAQ54PAftwT9Ef9t4fKuo4ERrybD0GE5e2b9/O7bffzoYNG5g3bx6tWrUK3Dg52Y0OKcO8wSZOtWjhfmcKXE4aATzqs/wGrv7WcH/HiOCQZxuuauLOO++8w4ABA7jlllt47LHHYnImLhPlihjyXGLlMOS5pMNVrcdg4sbu3bu55557WLJkCW+//Tbt2rWLdEimoqpXz033GuA5hmJFeMiz3WMwcWHhwoW0bNmSatWqsWrVKksKpvwNG1b4nlRJRXjIsyUGU6Hl5uYyaNAgbrrpJsaMGcMLL7zAcccdF+mwTDxISXGj1GJwyLMlBlNhZWVl0aZNG3788Ueys7Pp3LlzpEMy8SYt7WhykCJLLrrteUkhwqPbLDGYCufgwYM8+uijdOnShfT0dCZPnkzt2rUjHZaJVzE45NluPpsK5csvv+Tmm2+mdu3afPbZZzRoYBMCmigQY0OeLTGYCuHIkSP8+9//5vHHH2fEiBHcfvvtSHFdd2PCrW5dGDo00lEUyxKDiXnff/89ffr0Yd++fXzyySeFn142xpSK3WMwMUtVee211zjnnHO4/PLL+fDDDy0pGBMC1mMwMSknJ4fbb7+dTZs2MX/+fFq2bBnpkIypMKzHYGLOO++8Q8uWLTnjjDPIzMy0pGBMiAXVYxCRWsBkoDHwLXCdqu4s0KYVkAHUwBUUfEJVJ3vbxgF/BvJq1PZR1ZXBxGQqLitpYUx4BNtjuB/4QFVPAz7wlgvaC9yiqmcBVwJPi8jxPtuHqmor72VJwfhlJS2MCZ9g7zF0BTp4718DFgH3+TZQ1a983v8oIjlAXdy0uSae5OS4MdzZ2W4ik5o1XXni1NSAY7hzc3N54IEHePvtt/nPf/5Dp06dwhuzMXEo2MRwgqpu9d5vA04oqrGInAtUBTb5rH5CRB7B63Go6v4gYzLRJjMTRo50k6ND/lLE06ZBerqrRDlsmKsv48nKyuLmm2+mZcuWZGdnU6tWrTAHbkx8KvZSkojMF5E1fl5dfdupm9ghYH1ZEakPjAdSVfWIt3oY0BRIAWpRoLdRYP/+IpIlIlnbt28v/l9mokNGBnTo4MoP79tXuD59bq5bN2OGa5eR8XtJi86dO5Oens6kSZMsKRgTRkFN1CMi64EOqrrV++BfpKpn+GlXA3eZ6f+p6pQAx+oADFHV/yvu+9pEPTEiI8PNl7x3b4l3OVK9On+vV4/FZ57JK6+8YiUtjAmhkk7UE+zN55lAb+99b+AdP4FUBaYDrxdMCl4yQVztgquBNUHGY6JFZqbfpNABqA4c570K/hVRad8+hmzbxpzHH7ekYEyEBJsYRgGXicgGoKO3jIgki8jLXpvrgIuAPiKy0nvlTbA7QURWA6uBOrgpUU1FMHKku0zkx3PAHu+13s/2Yw4eREaNKsfgjDFFsTmfTegVMd9tB+Am4LbijlEO890aE+/CdSnJmMLGjSty8zBc9/BC3I0nv0SKPY4xpnxYYjChl53tt7cA8Hfga2AL0B/4C/nHLv8uN9fVrDfGhJ0lBhN6u3cH3NQW+ANQDTda4UJgdqDGO3cG2mKMKUeWGEzo1axZ4qZCEQ+/JCWFIhpjTClZYjCh16KFu3lcwC5gLrAPOARMAJbgCmgVkpDgpjw0xoSdJQYTen36+O0FHAQewhXKqgP8G5gBnO7vGKpuHlxjTNjZRD0m5H48dIjvjj+ec7dto7LP+rpAZkkOIAKdO9tQVWMixHoMJmRUlXHjxtGqVSuyu3ShUmJi2Q6UkOAK6hljIsJ6DCYkfvjhB26//Xa2bt3Kf//7X1q1agXnnFPqWkkkJsLo0ZBc7DM4xphyYj0GExRV5T//+Q9t2rThggsuYPny5S4pAKSluQ/5xER3eagoIkeTQlpa+QdujAnIegymzL799lv69evHrl27WLhwIWeffXbhRmlpbo6FkSNh9myXAHxrKCUkuBvNnTu7y0fWUzAm4iwxmFI7cuQIGRkZpKenM3ToUO69916qVCniVyk5GaZOhe3bXZmL1avdw2tJSW5Iap8+dqPZmChiicGUyqZNm+jbty/79+9n6dKlNG3atOQ7160LQ4eWX3DGmJCwewymRA4fPszTTz9N27Zt6dq1a+mTgjEmZliPwRRr/fr13HrrrVSuXJlly5Zx2mmnRTokY0w5sh6DCejQoUM8+eSTXHjhhfTq1YtFixZZUjAmDliPwfi1du1aUlNT+cMf/kBmZiZNmjSJdEjGmDCxHoPJ5+DBgzzxxBN06NCBvn37Mn/+fEsKxsSZoHoMIlILmAw0Br4FrlPVQkX0ReQwbl5ngO9V9SpvfRNgElAbWAHcrKoHgonJlN2qVatITU2lbt26rFixgoYNG0Y6JGNMBATbY7gf+EBVTwM+8Jb9yVXVVt7rKp/1fweeUtVTgZ1A3yDjMWVw4MABhg+igB0qAAAPS0lEQVQfTseOHRk4cCDvv/++JQVj4liwiaEr8Jr3/jXg6pLuKCICXAJMKcv+JjRWrFhBSkoKWVlZrFy5kltvvRUprnyFMaZCCzYxnKCqW73324ATArSrLiJZIvKJiOR9+NcGdqnqIW95M9AgyHhMCe3fv58HHniAzp07M3ToUN59910aNLDTb4wpwT0GEZkP/NHPpgd9F1RVRSTQLI2NVHWLiJwMLBCR1UDgiYH9x9EfN3+8XeYI0qeffkpqaipNmzZl1apV/PGP/n68xph4VWxiUNWOgbaJyE8iUl9Vt4pIfSAnwDG2eF+/FpFFQGtgKnC8iFTxeg0nAVuKiOMl4CWA5OTkgNMEx4WcHFdzKDsbdu92cyy3aAGpqUXWHMrNzeXhhx/mjTfe4Nlnn+Xaa6+1y0bGmEKCvZQ0E+jtve8NvFOwgYgkiUg1730d4EJgnaoqsBC4pqj9jY/MTOjeHRo1gvR0mDABZs1yX4cPh4YN3fbMwvOkLV26lJYtW7J582ZWr17NddddZ0nBGOOfqpb5hbtP8AGwAZgP1PLWJwMve+8vwA1VXeV97euz/8nAcmAj8DZQrSTf95xzztG4M2aMamKiqoiqK1Tt/yXi2o0Zo6qqe/bs0bvvvlvr16+v06ZNi/A/whgTSUCWluAzNqjnGFT1F+BSP+uzgNu89x8DzQPs/zVwbjAxxIWMjJLPhKbq2g0ZwldffUWnmTO54IILWL16NbVr1y7/WI0xMc+efI52mZl+k8JNQH2gBnA68HLB/fbu5aRnnmHcwIGMHz/ekoIxpsQsMUS7kSPzz3jmGYZ71PxX3I2eh3CPjvtKANovXVrOARpjKhpLDNEsJwfmzHGXhwo4C6jmvRfvtalAG1F102lu316+cRpjKhRLDNFs3LgiN98BJAJNcZeVOvtrJFLscYwxxpclhmiWnQ379gXcPAb4DfgQ6M7RHkQ+ublujmVjjCkhSwzRbHfxD4dXBtrh6olkBGq0s1DBW2OMCcgSQzSrWbPETQ9R+B7D75KSQhGNMSZOWGKIZi1aQPXqhVbn4Cax2AMcBuYCE/HzQAlAQgI09/sYiTHG+GWJIZr16eN3teAuG50EJAFDgKeBq/w1Vg14HGOM8cfmfI5ih2rV4ptTT+XkNWuo7LO+LrC4JAcQgc6diyysZ4wxBVmPIUplZ2dz/vnn81T16oify0klkpAAw4aFNjBjTIVniSHK7Nu3j4ceeoiOHTsyYMAAnl++nEr/+hckJpbuQImJMHo0JCeXT6DGmArLLiVFkY8++ojbbruNM888k5UrV3LiiSe6DWlp7uuQIe65BD9PQv9OxPUURo8+up8xxpSC9RiiwG+//cZdd93Ftddey4gRI5g2bdrRpJAnLQ0WL4Zu3dxIpYSE/NsTEtz6bt1cO0sKxpgysh5DhM2ZM4cBAwZw6aWXsmbNGmrVqhW4cXIyTJ3qah+NG+eeaN650z2n0Ly5G31kN5qNMUGyxBAhP//8M4MGDeKjjz7ilVdeoWPHgDOoFla3LgwdWn7BGWPiml1KCjNVZeLEiZx99tnUrVuX1atXly4pGGNMObMeQxht3ryZtLQ0vvnmG9555x3atm0b6ZCMMaaQoHoMIlJLROaJyAbva6GiPCJysYis9HntE5GrvW3jROQbn22tgoknWh05coQXXniB1q1bk5KSwmeffWZJwRgTtYLtMdwPfKCqo0Tkfm/5Pt8GqroQaAUukQAbgf/6NBmqqlOCjCNqffXVV/Tr148DBw6waNEizjrrrEiHZIwxRQr2HkNX4DXv/WvA1cW0vwaYo6olmNU+th08eJBRo0ZxwQUX0KNHD5YuXWpJwRgTE4LtMZygqlu999uAE4pp3xP4V4F1T4jII8AHwP2qut/fjiLSH+gP0LBhw7JHXBo5OW5YaHa2mxuhZk1X8TQ1tchhoZ999hl9+/alXr16ZGVl0bhx4/DEa4wxISBa1FO0gIjMB/7oZ9ODwGuqerxP252q6rf4v4jUB7KBE1X1oM+6bUBV4CVgk6o+VlzQycnJmpWVVVyzssvMhJEj3XzLkH8WtYQE9+Rxp06uDlFKyu+bcnNzefTRR3n11Vd58sknueWWWxCR8ovTGGNKQURWqGqxdXKK7TGoasCxlCLyk4jUV9Wt3od8ThGHug6YnpcUvGPn9Tb2i8iruArSkZWRUXTpidxc93XGDJg79/fSE4sXL6Zfv360atWK7OxsTjihuM6TMcZEp2DvMcwEenvvewPvFNG2F24+md95yQRxf1ZfDawJMp7g5CWFvXuLrkcEbvvevei99zKhfXtuvPFG/vGPf/DWW29ZUjDGxLRgE8Mo4DIR2QB09JYRkWQReTmvkYg0Bv5E4WkEJojIamA1UAcYEWQ8ZZeZeTQp+NgBdAOOBRoBbxbYTXJzueaTT/hi/Hi6du0anliNMaYcBXXzWVV/wc+MkqqaBdzms/wt0MBPu0uC+f4hNXLk0ctEPu7E3QD5CVgJdAFaAr7ji6odPky1556Diy8OR6TGGFOurCQGuNFHc+YUunz0P2Aq8DhwHNAON33m+IL7q8Ls2a64nTHGxDhLDOCGpPrxFa5LdbrPupbAWn+NRQIexxhjYoklBnDPKfgOSfXsAWoUWFcT+M3fMXJzXRlsY4yJcZYYwD285sdxwK8F1v0K/CHQcXbuDF1MxhgTIZYYwD3R7MfpwCFgg8+6VeS/8ZxPkt9n+4wxJqZYYgBX5qJ69UKrjwW6A4/gbkR/hHtQ42Z/x0hIcLOoGWNMjLPEAG5KzADGALlAPdwTehkE6DGoFnkcY4yJFZYYAOrVc7WP/NQ1qgXMwPUYvgdu8Le/CHTubPMtG2MqBEsMeYYNc5eDyiIhwe1vjDEVgCWGPCkpriBeYmLp9ktMdPslF1uw0BhjYoLN+ewrLc19Laq6ah4R11PwqqsaY0xFYT2GgtLSYPFi6NbNjVQqeHkpIcGt79bNtbOkYIypYKzH4E9yMkyd6mofjRvnnmjeudM9p9C8uRt9ZDeajTEVlCWGotStC0OHRjoKY4wJK7uUZIwxJh9LDMYYY/KxxGCMMSafoBKDiFwrImtF5IiIBBzILyJXish6EdkoIvf7rG8iIp966yeLSNVg4jHGGBO8YHsMa3B15pYEaiAilYHngU5AM6CXiDTzNv8deEpVTwV2An2DjMcYY0yQgkoMqvqFqq4vptm5wEZV/VpVDwCTgK4iIsAlwBSv3WvA1cHEY4wxJnjhuMfQAPjBZ3mzt642sEtVDxVYb4wxJoKKfY5BROYDf/Sz6UFVfSf0IQWMoz/QH6Bhw4bh+rbGGBN3ik0MqtoxyO+xBfiTz/JJ3rpfgONFpIrXa8hbHyiOl4CXAERku4h8F2RcpVUH+DnM37M0LL7gWHzBsfiCF44YG5WkUTiefM4EThORJrgP/p7ADaqqIrIQuAZ336E3boK0Yqlq2OtRiEiWqkZtCVWLLzgWX3AsvuBFU4zBDlftJiKbgfOB90Rkrrf+RBGZDeD1BgYCc4EvgLdUda13iPuAwSKyEXfP4ZVg4jHGGBO8oHoMqjodmO5n/Y9AZ5/l2cBsP+2+xo1aMsYYEyXsyeeSeynSARTD4guOxRcciy94UROjaFGT0RhjjIk71mMwxhiTjyUGH9Fe+0lEaonIPBHZ4H1N8tPmYhFZ6fPaJyJXe9vGicg3PttahTs+r91hnxhm+qyPhvPXSkSWeb8H2SJyvc+2cjl/gX6ffLZX887HRu/8NPbZNsxbv15ErghFPGWIb7CIrPPO1wci0shnm9+fdZjj6+MNcc+L4zafbb2934cNItI7QvE95RPbVyKyy2dbuZ8/v1TVXt4LOBM4A1gEJAdoUxnYBJwMVAVWAc28bW8BPb33LwBpIY7vSeB+7/39wN+LaV8L2AEkesvjgGvK8fyVKD5gT4D1ET9/wOnAad77E4GtwPHldf6K+n3yaXMH8IL3vicw2XvfzGtfDWjiHadyBOK72Od3LC0vvqJ+1mGOrw/wnJ99awFfe1+TvPdJ4Y6vQPu7gLHhOn+BXtZj8KHRX/upq3fckh7/GmCOqu4NcRyBlDa+30XL+VPVr1R1g/f+RyAHKM/nZvz+PhVo4xv3FOBS73x1BSap6n5V/QbYSOhH+RUbn6ou9Pkd+wT3sGq4lOT8BXIFME9Vd6jqTmAecGWE4+sFTAxxDKVmiaH0Iln76QRV3eq93wacUEz7nhT+JXvC6/I/JSLVIhRfdRHJEpFP8i5zEYXnT0TOxf2Vt8lndajPX6DfJ79tvPOzG3e+SrJvOOLz1ReY47Ps72cdifh6eD+3KSKSV4khqs6fdwmuCbDAZ3V5nz+/4m7OZ4mS2k+BFBWf74KqqogEHFImIvWB5rgHC/MMw30gVsUNjbsPeCwC8TVS1S0icjKwQERW4z7sghbi8zce6K2qR7zVQZ+/ikxEbgKSgT/7rC70s1bVTf6PUG7eBSaq6n4RuR3X+7okzDGURE9giqoe9lkXkfMXd4lBo6T2U1niE5GfRKS+qm71PrhyijjUdcB0VT3oc+y8v5b3i8irwJBIxKeqW7yvX4vIIqA1MJUoOX8iUgN4D/fHwic+xw76/PkR6PfJX5vNIlIFqIn7fSvJvuGIDxHpiEu+f1bV/XnrA/ysQ/nBVmx8qvqLz+LLuHtNeft2KLDvohDGVqL4fPQE7vRdEYbz55ddSiq932s/iRs10xOYqe5OUV7tJyhF7adSmOkdtyTHL3St0vswzLuefzVuoqWwxiciSXmXYESkDnAhsC5azp/3M50OvK6qUwpsK4/z5/f3qYi4rwEWeOdrJtDTG7XUBDgNWB6CmEoVn4i0Bl4ErlLVHJ/1fn/WEYivvs/iVbjSPOB605d7cSYBl5O/hx2W+LwYm+JugC/zWReO8+dfJO54R+sL6Ia7Brgf+AmY660/EZjt064z8BUucz/os/5k3H/MjcDbQLUQx1cb+ADYAMwHannrk4GXfdo1xv1VUqnA/guA1bgPtDeA48IdH3CBF8Mq72vfaDp/wE3AQWClz6tVeZ4/f79PuEtUV3nvq3vnY6N3fk722fdBb7/1QKdy+n9RXHzzvf8veedrZnE/6zDHNxJY68WxEGjqs++t3nndCKRGIj5veTgwqsB+YTl//l725LMxxph87FKSMcaYfCwxGGOMyccSgzHGmHwsMRhjjMnHEoMxxph8LDEYY4zJxxKDMcaYfCwxGGOMyef/Azs5qHh9q2Y1AAAAAElFTkSuQmCC\n", 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\n", 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\n", 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\n", 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\n", 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VwfjxUF0NoeY3q652j3PmwIIF8MADUFjIhg0b+NWvfsXOnTtZsmQJp556anzjNinJWgzGJLvapLBzZ+ikEEgVdu5Ex4/nzSFDOOussxg4cCDvv/++JQXTaNZiMCaZFRcfSAoB+gHLOfAf+ChgXcB62bmT8159lZJZszj68svjEqppPazFYEwyu/feA91EQR4BvvGWdSHWt1fl6Oefb8HgTGtlicGYZFVeDvPnN9x9FIaowrx5YPdIN00Uk8QgIv1FZJ2IbBCR20Ksv0VEPhaRUhF5S0RyA9btE5ESb5kbvK0xaWv69IirJwKdgXMIc6N0AJEG92NMsKjPMYhIG+BR4CJgM1AsInNV9eOAaqsAn6ruFJFC4D7gZ966alXtGW0cxrQ6paWwa1fIVX8ETgHaAS8APwVKgB8GV6yuhjVrWjBI0xrFosVwBrBBVTeq6ne4z+mgwAqq+g9VrT17thw4Ogbva0zrVlUVdtWZwCFAe2A4rtUwL1zlyspYR2ZauVgkhqOAzwNeb/bKwhkFzA94nSEifhFZLiJhh0+IyHVePX+F9ZmadNCxY6OrChD2TER2diyiMWkkriefReQawAfcH1Cc692c+mrgIRGp1xoGUNVpqupTVV9OhMv+jWk18vMhI6Ne8Q5gAbAL2AvMAN4B+ofaR2Ym5OW1YJCmNYpFYtgC/CDg9dFeWR0iciEwCRioqrtry1V1i/e4EXcOrVcMYjIm9Y0YEbJ4D/A7IAd38vlPwBzghFCVVcPux5hwYpEYioHjReQYEWkHDAPqjC4SkV7AE7ikUB5Qni0i7b3ntQMsAk9aG5O2vqipYXl2NvuCynNw/+m+xrUeluNGftQjAgMGRJxYz5hQok4MqroXuBHXul0LvKSqH4nI3SIy0Kt2P9ABeDloWOrJgF9EVgP/AKYEjWYyJu2oKs899xz5+fmsuPhiDsrKat6OMjNh4sTYBmfSQkymxFDVeQQNilDV/wl4fmGY7d4HrAPUGM+mTZsYM2YMW7du5Y033qB3795w5pkhp8WIKCvLTaRns6iaZrArn41JAjU1NRQVFdG7d2/69u1LcXGxSwoAhYXuSz4ry3UPRSJyICkUFrZ84KZVskn0jEmw9evXM3r0aHbv3s0777zDKaecUr9SYSH06ePmTpo3zyWAwDmUMjPdieYBA1z3kbUUTBQsMRiTIHv37uWhhx5iypQpTJo0iZtuuok2bdqE38Dng1mz3NxH06e7K5orK911Cnl5bvSRnWg2MWCJwZgEKCsro6CggA4dOvDBBx/wwx+GvHwntJwcuPXWlgvOpD07x2BMHH333XfcddddnH/++YwePZpFixY1LSkYEwfWYjAmTvx+PwUFBXTr1o1Vq1Zx9NE2ZZhJTtZiMKaFVVdXM2HCBC677DImTJjAa6+9ZknBJDVrMRjTgt59911GjRpFz549KS0tpUuXLokOyZgGWWIwpgV8/fXXTJw4kdmzZ/PII48wePDgRIdkTKNZV5IxMfbmm2+Sl5fHt99+S1lZmSUFk3KsxWBMjFRWVnLLLbewePFipk2bxiWXXJLokIxpFmsxGBMDs2fP5rTTTiMrK4uysjJLCialWYvBmCiUl5czbtw4Vq1axcyZMznvvPMSHZIxUbMWgzHNoKrMmDGDvLw8cnNzWb16tSUF02pYi8GYJtq8eTPXX389n332Ga+//jp9+vRJdEjGxFRMWgwi0l9E1onIBhG5LcT69iLyorf+AxHpHrBuole+TkSsY9YkLVXlySefpFevXvTp04cVK1ZYUjCtUtQtBhFpAzyKu7vgZqBYROYG3YltFFCpqseJyDDgj8DPROQU3K1ATwWOBBaJyAmqGnw3Q2MS6tNPP+VXv/oVX3/9NYsXLyYvz+4vZVqvWLQYzgA2qOpGVf0OeAEYFFRnEPCc9/wV4CciIl75C6q6W1X/CWzw9mdMUti3bx9Tp07lzDPP5NJLL2XZsmWWFEyrF4tzDEcBnwe83gycGa6Oqu4VkSqgk1e+PGjbo2IQkzFRW7t2LQUFBbRt25b333+fE044IdEhGRMXKTMqSUSuExG/iPgrKioSHY5pxfbs2cPkyZM599xzufbaa1myZIklBZNWYtFi2AL8IOD10V5ZqDqbReRgoCOwrZHbAqCq04BpAD6fT2MQt2nNysvdXc5KS6GqCjp2hPx8GDky4l3OVq1aRUFBAV26dGHFihXk5ubGL2ZjkoWqRrXgkstG4BigHbAaODWozljgce/5MOAl7/mpXv323vYbgTYNvefpp5+uxoT04YeqgwerZmS4xd0J2S2Zma5s8GBXL0B1dbX+93//t+bk5Oj06dO1pqYmQX+AMS0H8Gsjvtej7kpS1b3AjcACYK33pf+RiNwtIgO9ak8DnURkA3ALcJu37UfAS8DHwBvAWLURSaa5ioqgXz+YMwd27XJLoOpqVzZnjqtXVATAsmXL6NWrF2vXrmX16tUMHz4cNzbCmPQkLomkFp/Pp36/P9FhmGRSVATjx8POnY3eRLOyePnMM7l57Voefvhhhg4dagnBtGoiskJVfQ3VS5mTz8aEVVwcMin8CxgAZAPfxzVr9wasl507GfTOO6x9/nmuvPJKSwrGeCwxmNR3772umyjIDcARwFagBHgbeCyoTvuaGg7zupSMMY4lBpPaysth/nx3ejnIP4GrgAxci6E/8FFwJVWYNw9sCLQx+1liMKlt+vSwq36Nuwx/J24M9HxccqhHJOJ+jEk3lhhMaistrT/6yHMeroVwKO4CGR9weaiK1dWwZk1LRWhMyrHEYFJbVVXI4hpc62AI8C3wFVAJTAi3n8rKFgjOmNRkicGkto4dQxZvBzbhRiK1x03MNRKYF24/2dktEJwxqckSg0lt+fmQkVGvuDPuUvoi3BDVHbjpffND7SMzE2zGVGP2s8RgUtuIEYS7RPNvuMvpc4DjgLbA1FAVVWHEiBYJz5hUZLf2NCnt06+/5t8dOvCjXbtoE7SuJ7CkoR2IwIABESfWMybdWIvBpKR9+/bxv//7v5x55pl8dvXVHJSV1bwdZWbCxImxDc6YFGctBpNy/u///o9Ro0bRpk0bli1bxvHHHw8nndTkuZLIyoIHHgBfg1PHGJNWrMVgUsbevXuZMmUKffv25eqrr2bJkiUuKQAUFrov+aws1z0UiciBpFBY2PKBG5NirMVgUkJpaSkFBQVkZ2fj9/vp3r17/UqFhdCnj5s7ad48lwAC51DKzHQnmgcMcN1H1lIwJiRLDCapfffdd9xzzz08+uijTJkyhYKCgsizoPp8MGuWm/to+nR3RXNlpbtOIS/PjT6yE83GRBRVYhCRw4EXge64WY6vUtXKoDo9ccPJDwX2AZNV9UVv3XTgx0Dt5asjVLUkmphM6+H3+ykoKCA3N5eSkhKOOuqoxm+ckwO33tpywRnTikV7juE24C1VPR54y3sdbCfwS1U9FTdLwUMicljA+ltVtae3WFIwVFdXc9ttt3HZZZcxYcIE5s6d27SkYIyJSrSJYRDuglK8x3pzlKnqJ6q63nv+b6Acd82RMfW899579OrVi40bN1JaWsovfvELu4GOMXEWbWLooqpbvedfAF0iVRaRM4B2wKcBxZNFpFREpopI+yjjMSnq22+/5de//jVXXnklkydP5qWXXqJLl4gfJ2NMC2kwMYjIIhEpC7EMCqyn7ubRYW8gLSJdgeeBkapa4xVPBE4C+gCHE2HySxG5TkT8IuKvsJuqtCqLFy8mPz+f7du3s2bNGq644opEh2RMWmvw5LOqXhhunYh8KSJdVXWr98VfHqbeocDfgUmqujxg37Wtjd0i8iwwPkIc04BpAD6fL2wCiqnycjeypbTUTe/csaObtG3kSBvZEgNVVVX89re/Zd68eTz++ONcdtlliQ7JGEP0XUlzgeHe8+HAq8EVRKQdMBv4s6q+ErSuq/couPMTZVHGExvFxTBkCOTmwh13wIwZ8Prr7vHOO6FbN7e+uDjRkaas+fPnk5eXh6pSVlZmScGYJCIa4l65jd5YpBPwEtAN+Aw3XHW7iPiA61V1tIhcAzxL3dvtjlDVEhFZjDsRLbj7tV+vqt809L4+n0/9fn+z446oqMhNrVBdHfI+wvuJuAum7OrZJtm+fTu/+c1veOedd3jyySe58MKwDVJjTIyJyApVbfDKzqiuY1DVbcBPQpT7gdHe878Afwmz/QXRvH/M1SaFxsy3o+rqjfd6vyw5NGj27NmMHTuWoUOHsmbNGjp06JDokIwxIdiVz7WKiyMmhfVAHjCUoCxXmxz69LEpFsIoLy9n3LhxlJSU8NJLL9G3b99Eh2SMicAm0at1771159UJMhY3dCqk6mq3valDVZk5cyb5+fl0796dkpISSwrGpABrMYAbfTR/fthzCi8AhwE/AjaEqqDqJm2rqLDRSp5///vfFBYW8umnn/Laa6/Rp0/YtGqMSTLWYgA3JDWM/wD/A/y/hvYhEnE/6UJVefbZZ+nZsyc9e/ZkxYoVlhSMSTHWYgB3ncKuXSFX3Q6MAo5uaB/V1W4mzzT22Wefcd1111FRUcHChQvp0aNHokMyxjSDtRjAXbwWQgmwCPhNY/dTWdlwnVaopqaGoqIifD4f/fr144MPPrCkYEwKsxYDuCuaQ1iCm0u8m/f6G9y84R8DK0PU3/ztt3yvspLs7OzYx5ikNmzYwOjRo9m9ezfvvPMOJ598cqJDMsZEyVoM4Ka5yMioV3wdbra/Em+5HrgMWBBiF3sOPpi/f/453bp1Iy8vjxtuuIG//vWvbNq0qSUjT5h9+/YxdepUzjrrLAYNGsTSpUstKRjTSkR15XOixPzK5/JyN/1FmPMMte7EjUoKebVeRgZs2sSeww5j9erVvPvuuyxdupR3332XzMxM+vbtS9++fTn33HM55ZRTOOig1M3Ja9eupaCggPbt2/PUU09x3HHHJTokY0wjNPbKZ0sMtYYMgTlzIk+DEY4IDB7sbikZRFVZv379/iSxdOlStm3bxjnnnLM/Wfh8Ptq3j/OM482YIHDPnj3cf//9TJ06lbvvvpsxY8akdIIzJt1YYmiq4mLo169x02EEy8qCt99u9JXPX3zxBUuXLt2fLNatW0fv3r33tyjOPvtsDjvssIZ31BzFxe5ivPnz3evAVlJmpkuMl14KEye6q7k9JSUlFBQUkJOTw7Rp08jNzW2Z+IwxLaaxiQFVTbnl9NNP1xbx2GOqWVmq7uuxcUtWltsuCv/5z3/0zTff1Ntvv13PP/987dChg/bo0UPHjh2rM2fO1M2bN8f27xOJ/DeJ7P+7du3apbfffrvm5OToM888ozU1NbGJxRgTd4BfG/Eday2GYEkwu+qePXtYuXLl/lbF0qVL6dChw/4WRd++fTn55JObdsvLpkwQ6NmXkcHk7GxW9OlDUVERRx55ZDP+GmNMsrCupGj4/a67Zd48lwAC51Cq7W4ZMMB1t8Rh4jxVZd26dfvPUSxdupSqqqr95ynOPfdcevfuTbt27ULvIEQ3WfC8ptXADcCfgsr3tmtHm6VLEbt62ZiUZ4khFioq3AnaNWvcxWvZ2ZCXByNGJHxOpC1btvDee+/tP0+xfv16fD7f/hbF2WefzaGHHuoqN3Bi/Rvg+8A84LzglRFOrBtjUoslhjRTVVXFsmXL9rco/H4/J5xwAv179+b3f/4zbfbsCbvtc8BduGs2QnZOeUNxE50MjTHRicuNekTkcOBFoDvuIuGrVLXevBAisg+onUhok6oO9MqPwU1e2glYAVyrqt9FE1O66tixI/3796d///4A7N69m5UrV7L7D39g7759tImw7XPALwmTFODABIG33hrTmI0xySnaQei3AW+p6vHAW97rUKpVtae3DAwo/yMwVVWPAypx89WZGGjfvj1nn302/bKzaV9TE7beZ8DbHLhxd0g2QaAxaSXaxDAI94MT7/Hyxm4obkjNBcArzdneNFKYCQJrPQ/0BY5paD9pOkGgMeko2sTQRVW3es+/ALqEqZchIn4RWS4itV/+nYAdqrrXe70ZOCrcG4nIdd4+/BUVFVGGnUbCTBBY68800FqolUYTAxqT7ho8xyAii3CDVoJNCnyhqioi4c5k56rqFhE5FlgsImuAyD/IHLTuAAAQKElEQVRlg6jqNGAauJPPTdk2reXnuxFFIeaBeh/YAlzZ0D4yM91oLGNMWmiwxaCqF6rqaSGWV4EvRaQrgPdYHmYfW7zHjbjZrHsB24DDRKQ2OR2N+54ysTRiBOFGnj0HDAEOaWgfqm6IrjEmLUTblTSXAz0Rw4FXgyuISLaItPeedwbOAT72Ls/+BzA00vYmOq9/+CFviBDq9PMTuHMMEYm4i/lsqKoxaSPaxDAFuEhE1gMXeq8REZ+IPOXVORnwi8hqXCKYoqofe+smALeIyAbcOYeno4zHeLZv384vf/lLbr75Zo6YOpWDsrKat6PMTHeFtzEmbUR1HYOqbgN+EqLcD4z2nr8PhOyg9rqWzogmBlPf3LlzKSws5IorrqC0tJTvfe97rjuoiXMlkZXl5oKKw7QfxpjkYbf2bEW2bdvGzTffzPLly5k5cybnnRcwwUXtRH+NmCBwH3BQVhbSAhMEGmOSn91lpZWYPXs2eXl55OTkUFpaWjcp1CosdPeNGDzYTXORmVl3fWYmZGTw4ZFH8tQ111hSMCZNWYshxX311VeMGzeOFStW8PLLL3POOedE3sDnc8NXI0wQeFR1NT/t3ZufTJjAscceG5e/wxiTPCwxpLBXXnmFcePGcfXVV/P000+T1ZQTzDk5Yec+6gaMHz+em266iddee61p930wxqQ860pKQRUVFVx11VVMmjSJWbNm8eCDDzYtKTTCLbfcwqeffsrcuXNjul9jTPKzxJBiXn75ZfLy8ujevTslJSX86Ec/apH3adeuHY8++ig333wzO5tzH2xjTMqyrqQU8eWXXzJ27Fg++ugj5syZw1lnndXi73nBBRdw9tlnM3nyZCZPntzi72eMSQ7WYkhyqsoLL7xAjx49OO6441i1alVckkKtBx98kCeeeIJ169bF7T2NMYllLYYk9sUXX3DDDTewbt065s6dyxlnxP9awCOPPJJJkyYxduxYFi5caCeijUkD1mJIQqrKjBkz6NGjByeffDIrV65MSFKoNW7cOMrLy3nppZcSFoMxJn6sxZBktm7dyvXXX8/GjRuZN28ep59+eqJD4uCDD+axxx5j2LBhDBgwgEMOaXA+VmNMCrMWQ5JQVZ5//nl69OhBjx498Pv9SZEUavXt25cLL7yQO++8M9GhGGNamLUYYqm83F1NXFrqbqnZsaO7Uc7IkRGnrd6yZQtjxozh888/54033qB3797xi7kJ7rvvPk499VRGjBhBnt24x5hWy1oMsVBcDEOGQG4u3HEHzJgBr7/uHu+8E7p1c+uLi+tspqpMnz6dXr164fP5KC4uTtqkAHDEEUdw1113MXbs2LA3/zHGpD5LDNEqKoJ+/WDOHHf7zOBbaFZXu7I5c1y9oiIANm/ezGWXXcZDDz3Em2++yZ133km7du3iHn5TjRkzhp07d/L88w3e4scYk6KiSgwicriILBSR9d5jvTvGi8j5IlISsOwSkcu9ddNF5J8B63pGE0/cFRUduMdBQ7+gVWHnTnT8eN679lp69erFWWedRXFxMT17ps6f3aZNGx577DEmTJjAjh07Eh2OMaYFSDRdAiJyH7BdVaeIyG1AtqpOiFD/cGADcLSq7hSR6cDrqvpKU97X5/Op3+9vdtwxUVzsWgBB00VcA7wFfAt8H/gt3h2LAlQfdBCb//IXjv/5z+MRaYsYM2YMbdu25ZFHHkl0KMaYRhKRFara4J23ou1KGoS7pzze4+UN1B8KzFfV1J985957XTdRkInAv4D/4G6I/TtgRVCdDFWOf6VJuTDp3HPPPbz88susXLky0aEYY2Is2sTQRVW3es+/ALo0UH8YMDOobLKIlIrIVBFpH2U88VFeDvPnh+w+OhWo/SPEWz4NqiOqMG+euydCiurUqRP33HMPN9xwAzU1NYkOxxgTQw0mBhFZJCJlIZZBgfXU9UmF7ZcSka64ez8vCCieCJwE9AEOByJ1Q10nIn4R8Vck+gt1+vSIq28AsnB/WFdgQKhKIg3uJ9mNHDmSgw46iKefftoVlJfDfffBNdfAT3/qHu+7L6UToDFpSVWbvQDrgK7e867Augh1bwamRVjfD3e+ocH3Pf300zWhfvELVddeCLvsBX0X9Peg34Wrd+21if07YmDVqlV6cXa27howQDUjwy2Bf2NmpisbPFj1ww8THa4xaQ3wayO+Y6PtSpoLDPeeDwdejVD35wR1I3mtCMTNzHY5UBZlPPFRVdVglTZAX2AzUBSuUmVl7GJKkJ7LlvHa11/Tdt68Jg3XNcYkr2gTwxTgIhFZD1zovUZEfCLyVG0lEekO/AB4O2j7GSKyBlgDdAb+EGU88dGxY6Or7qX+OYb9suuN7k0t3nDddnv3NvxB8obrMn68JQdjklxUiUFVt6nqT1T1eFW9UFW3e+V+VR0dUO9fqnqUqtYEbX+Bquap6mmqeo2qfhNNPHGTnw8ZGfWKy4EXgG+AfbiTKTOBn4TaR2YmpPK0EsXFB67h8OwGRgG5wCFAT2B+8Ha1ySHRw42NMWHZlc/NMWJEyGLBdRsdDWQD44GHgIGhKquG3U9KCDFcdy8HmoVVuObfVbjhu3VUV7vtjTFJyRJDcxxxBFx6qRtZFCAH96W4A3cdwxrgV6G2F4EBAyJOrJfUwgzX/R5wJ9Ad98H6L+AY6l/HQSsYrmtMa2aJobkmTnTdQc2Rmem2T1WNHGb7JfAJ7tqOelrBcF1jWitLDM3Vpw888ABkZTVtu6wst52vwavSk1dpaf3RR0H2AL/ADVU7KVSF6mpYsyb2sRljomb3Y4hGYaF7HD/efdFFmndKxLUUHnjgwHapqoHhujXAtUA7IOJMSq1guK4xrZG1GKJVWAhvvw2DB7uRSsHdS5mZrnzwYFcv1ZMCRByuq7iRSV8Cs4C2kfaT6sN1jWmlrMUQCz4fzJrlTqZOn+66SCor3RdfXp4bfZSqJ5pDyc93f2+I7qRCYC2wCIh4BibVh+sa04pFNe12oiTFtNvprLzc3a0uKDF8hhuR1J66vziewJ1vqCMjAzZtal0J05gkF69pt006CjNcNxfXlbQLd5Ff7VIvKaT6cF1jWjlLDKZ50nm4rjGtnCUG0zzpPFzXmFbOTj6b5kvX4brGtHLWYjDRScfhusa0ctZiMNFLt+G6xrRylhhM7OTkwK23JjoKY0yUrCvJGGNMHVElBhG5UkQ+EpEaEQk7zERE+ovIOhHZICK3BZQfIyIfeOUviki7aOIxxhgTvWhbDGXAEOCdcBVEpA3wKHApcArwcxE5xVv9R2Cqqh4HVOKm2THGGJNA0d7ac62qrmug2hnABlXdqKrf4e5+OUhEBLgAeMWr9xxweTTxGGOMiV48zjEcBXwe8HqzV9YJ2KGqe4PKQxKR60TELyL+CrvzlzHGtJgGRyWJyCLg+yFWTVLVV2MfUmiqOg2YBm4SvXi9rzHGpJsGE4OqXhjle2zB3SO+1tFe2TbgMBE52Gs11JYbY4xJoHh0JRUDx3sjkNoBw4C56ub7/gcw1Ks3HIhbC8QYY0xoUd2PQUQGA38CcoAdQImqXiIiRwJPqeoAr94A4CGgDfCMqk72yo/FnYw+HFgFXKOquxvxvhW46f+DdQa+avYf1DKSMSawuJoiGWOC5IwrGWOC5IwrETHlqmqD0xCk5I16whERf2NuQhFPyRgTWFxNkYwxQXLGlYwxQXLGlYwx1bIrn40xxtRhicEYY0wdrS0xTEt0ACEkY0xgcTVFMsYEyRlXMsYEyRlXMsYEtLJzDMYYY6LX2loMxhhjopRyiSEZZ3QVkcNFZKGIrPces0PUOV9ESgKWXSJyubduuoj8M2Bdz2hjamxcXr19Ae89N6A8Uceqp4gs8/6dS0XkZwHrYnqswn1OAta39/72Dd6x6B6wbqJXvk5ELokmjibGdIuIfOwdm7dEJDdgXch/yzjFNUJEKgLef3TAuuHev/l6ERkex5imBsTziYjsCFjXIsdKRJ4RkXIRKQuzXkTkYS/mUhHpHbCuRY5Tk6lqSi3AycCJwBLAF6ZOG+BT4FigHbAaOMVb9xIwzHv+OFAYg5juA27znt8G/LGB+ocD24Es7/V0YGgLHKtGxQV8E6Y8IccKOAE43nt+JLAVOCzWxyrS5ySgzg3A497zYcCL3vNTvPrtgWO8/bSJU0znB3x2CmtjivRvGae4RgCPhPm8b/Qes73n2fGIKaj+ONx1VC19rM4DegNlYdYPAOYDApwFfNCSx6k5S8q1GDQ5Z3Qd5O2rsfscCsxX1Z0xeO9ImhrXfok8Vqr6iaqu957/GyjHXUQZayE/JxHifQX4iXdsBgEvqOpuVf0nsMHbX4vHpKr/CPjsLMdNJ9PSGnOswrkEWKiq21W1ElgI9E9ATD8HZsbgfSNS1XdwP/zCGQT8WZ3luKmButJyx6nJUi4xNFJMZnRtgi6qutV7/gXQpYH6w6j/AZ3sNSunikj7GMTUlLgyxM1cu7y2e4skOVYicgbu1+CnAcWxOlbhPich63jHogp3bBqzbUvFFGgU7tdnrVD/lrHQ2Liu8P5tXhGR2jnSEn6svO62Y4DFAcUtdawaEi7uljpOTZaU93yWJJnRNVCkmAJfqKqKSNihXt4vgzxgQUDxRNyXZDvcELYJwN1xjCtXVbeIm6JksYiswX0BNkuMj9XzwHBVrfGKm32sWhsRuQbwAT8OKK73b6mqn4beQ8y9BsxU1d0iMgbX0rogTu/dkGHAK6q6L6AskccqqSVlYtAknNE1Ukwi8qWIdFXVrd6XWXmEXV0FzFbVPQH7rv0FvVtEngXGNyamWMWlqlu8x40isgToBcwigcdKRA4F/o77MbA8YN/NPlYhhPuchKqzWUQOBjriPkeN2balYkJELsQl2h9rwPxiYf4tY/Fl12Bcqrot4OVTuPNJtdv2C9p2STxiCjAMGBtY0ILHqiHh4m6p49RkrbUrKd4zus719tWYfdbr5/S+IGv79S/H3TI1FhqMS0Sya7tjRKQzcA7wcSKPlfdvNhvXD/tK0LpYHquQn5MI8Q4FFnvHZi4wTNyopWOA44EPo4il0TGJSC/gCWCgqpYHlIf8t4xBTI2Nq2vAy4HAWu/5AuBiL75s4GLqtphbLCYvrpNwJ3OXBZS15LFqyFzgl97opLOAKu8HT0sdp6ZLxBnvaBZgMK7vbTfwJbDAKz8SmBdQbwDwCe4XwKSA8mNx/4E3AC8D7WMQUyfgLWA9sAg43Cv34WaZra3XHfer4KCg7RcDa3Bfcn8BOsToWDUYF/Aj771Xe4+jEn2sgGuAPUBJwNKzJY5VqM8JrmtqoPc8w/vbN3jH4tiAbSd5260DLo3hZ7yhmBZ5n/3aYzO3oX/LOMV1L/CR9/7/AE4K2LbAO4YbgJHxisl7fScwJWi7FjtWuB9+W73P8GbceaDrgeu99QI86sW8hoDRlS11nJq62JXPxhhj6mitXUnGGGOayRKDMcaYOiwxGGOMqcMSgzHGmDosMRhjjKnDEoMxxpg6LDEYY4ypwxKDMcaYOv4/JmtIVZ1jltwAAAAASUVORK5CYII=\n", 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uu86SQjFR5L7gIhIKTACuB/YAKSIyW8+cu/kDVR2ea98qOMPeR+MMV7PCta+NUmYKrUKFCtm9W7PmjnjwwQc5cuQIt912G/Hx8WfMHbFgwQK6desWpIhLt/T0dP73v/+RlJTExx9/TEREBLGxsXz00Ue0atXKknEx5osrhvbAFlXdpqqngOlArwLuewMwT1UPu5LBPOBGH8Rkyjj3uSNmz57N8ePHz5g7QlVZsGABnTt3Dna4pcbJkyeZO3cud911FzVr1mTkyJHUqFGDefPmsWHDBp555hlat25tSaGY80ViqA3sdnu+x7UutzgRWSMiM0SkbiH3RUTuFpHlIrL84MGDPgjblBUtW7bk5ZdfZs+ePTzyyCN8+eWX1KtXj+7duxMaGpr/hCsmT3/88QdJSUkMGjSIGjVq8Oyzz9K0aVOWLVvGihUrGDNmDJdddlmwwzSFEKiRpD4B6qtqC5yrgsTCHkBVJ6lqtKpGV7cmhOYsZM0dMWPGDLZt20alSpVIT0+nbt26PPzww6xfvz7YIZYYqampvPvuu8TGxlKrVi0mTpzIVVddxYYNG1iyZAkPPvggDRo0CHaY5iz5IjHsBeq6Pa/jWpdNVQ+p6knX0zeBtgXd1xh/qFq1KhkZGbzyyit89dVXhISE0LVr1+yK7EOHDgU7xGLn4MGDvPnmm3Tv3p26devywQcf0LNnT7Zt28a8efNISEigZs2awQ7T+EJBpnnLa8GpwN4GNMCZ/Go10CxXmZpuj2OA71yPqwDbgUjXsh2okt85bWpPU1QZGRlapUoV3bt3b/a69PR0/fzzz3XAgAFauXJljYmJ0VmzZumpU6eCGGlw7d69W//zn/9op06dNCIiQvv27avTp0/X33//PdihmbNAAaf2LHKrJFVNF5HhwBdAKPCWqq4XkadcQcwG7heRnkA6cBgY7Nr3sIg8DaS4DveUqh4uakzG5Gf16tVUr16dWrVqZa8LDQ3lhhtu4IYbbiA1NZWPPvqIF198kaFDhzJgwIDsuSNKe8Xp1q1bszucbd68mZtvvpkRI0Zw/fXXE5Z7WkpTKlkHN1Mmvfzyy2zevJmJEyfmWzZr7oi3336biIgIBg8eHJi5IwJEVVm/fn12h7P9+/fTu3dvYmNj6dy5s/UtKEWs57MxeejRowe33XYbt9xyS4H3yT13xFVXXZU9d4RPhm44cMCZD3jNGkhNdeaobtEChgzx+ZhN6uoxnpUMTp48mT2PwV/+8hdCQ0N9ej5TPFhiMMaL9PR0qlWrxk8//cQFF1xwVsc4duwYSUlJTJ06lTVr1nDLLbcQHx9P+/btC3+rKSUFxo6FuXOd5+5Tj2aN8tqtmzPKa7t2ZxUvOPNvf/PNN9mD1IWFhREXF0dsbCxt27Yt9bfIjCUGY7xatmwZd955J2vXrvXJ8Xbu3Jk9d0S5cuWIj4/n1ltvLVj/CD/PC3Hq1CkWLFhAUlISycnJ1KxZMzsZNG3a1JJBGVPQxFDkymdjShpf93auV68ejz76KGPGjMmeO6JFixZER0cTHx9PTEyM57kjCjOTnKpTbuRI53keySEtLY0vv/ySmTNn8umnn9KkSRNiY2P59ttvadSo0Vn+lqZMKUjTpeK2WHNVUxRdu3bVpKQkv57j+PHj+v777+sNN9ygkZGReuedd+rixYs1MzPTKbBsmWp4uKrzkZ+9nJtrCQEdnquMhoerpqTkOF9qaqq+//772qdPH42IiNDOnTvrf//7X92zZ49ff09TslDA5qp2K8mUKadOnaJatWrs2LGDKlWqBOScP//8c/bcESdOnCA+Pp6/f/MN586bl+fto2NADWAOcLX7BhGIieHQpEnMnj2bpKQkFi1aRMeOHYmNjaVnz57Y6ADGE6tjMMaDb775hvvuu48ffvgh4OdWV0ugmRMn8s8pU8ivHVMi8CSwFchdE3AyJITLwsNpc8MNxMbGctNNN1G5cmW/xG1KD6tjMMaDYI6mmjV3RLsFC9CKFXO2PvIgEbidM5MCQGi5cmwaPZry//iHP0I1ZVygBtEzpljImpgnqNasQfJJCjuBRYC3mavKnTpF+U2bfB2ZMYAlBlOGnDhxgmXLltGxY8fgBpKamm+Rd4CrcAYg8+qIzWdl/MMSgykzvvvuO5o1a0ZERERQzn/q1ClWrlzJll9/zbfs23i/WsgWGemLsIw5g9UxmDJj/vz5AatfSEtLY82aNfzwww/Zy8aNG2nYsCGPli9PvXLlOCc93eO+3+KMPd83rxOEhUFUlB8iN8YSgylDFixYwGOPPebz4/7++++sWrUqRxLYtm0bl112Ga1bt6ZNmzbceeedtGjRwunoduAA1KsHXhJDIhALnJfXSVVh8GCf/y7GgCUGU0YcP36clStX0qFDhyId59ChQ6xcuTJHEti7dy8tWrSgTZs2XHPNNYwYMYJmzZpRvnx5zwe54AJn7KPkZI/9GN7ILwgR6N7d5wPrGZPFEoMpE7755htatWrFueeeW+B99u3bd0YSOHz4cPZVwE033cRjjz1GkyZNKFeukP9Ko0fDF18UbDiM3MLCnP2N8RNLDKZMyKuZqqqya9euHAnghx9+4NSpU7Rt25Y2bdrQr18/XnjhBRo1akRIiA/abLRr5wyIV9CxkrKEhzv7RefbR8mYs+aTxCAiNwLjcWZwe1NVn8+1/UHgLpwZ3A4Cd6jqTte2DCBrmMtdqtrTFzEZ427BggWMHTuWzMxMtm7dekYSqFChAm3atKFNmzYMHTqUNm3aULduXf+OPpo1EJ4fR1c15mwUeUgMEQkFfgKuB/bgTNM5QFU3uJXpDHyvqsdFJAHopKr9XNuOqWqlwpzThsQwBZGens6mTZv45ptvGD58OJdffjlr164lMjIyOwm0adOG1q1bB3cS++XLnfkY5sxxEkBa2p+/wznnUC401KlTGD3arhRMkQRySIz2wBZV3eY68XSgF5CdGFR1gVv574BbfXBeY7KdPHmS9evX57gKWLt2LXXq1KFGjRpcdNFFPPnkk7Rq1YqqVasGO9ycoqNh5kw4eNCZwW3tWjhyhLV79rAjIoIeM2ZYRbMJKF8khtrAbrfne4DL8yh/JzDX7XlFEVmOc5vpeVVN9kFMphQ7fvw4q1evzk4AK1euZNOmTTRq1Cj7KmDAgAG0bNmSiIgIRo4cSZcuXbjuuuuCHXreqleHhx7Kfrrz00+Z8Oqr9LCkYAIsoJXPInIrEA1c47a6nqruFZGGwHwRWauqWz3sezdwN8BFF10UkHhLrQDOLVxUqampZ/QR2L59O02bNqV169ZER0dz9913ExUV5XkyHJz6hfHjxwc48qKLiopi3bp1wQ7DlEG+qGO4Evinqt7gej4aQFXH5irXBfgvcI2qHvByrKnAp6o6I69zWh3DWQrQ3MJn69dff82+AshKAvv27cvuI5C1NG3a1HsfgVwOHz5MvXr1OHToUIH3KS5UlcqVK7Nz504ibfgL4wOBrGNIARqLSAOcnvz9gYG5gmmN02/nRvekICKRwHFVPSki1YAOwIs+iMnklt/cwlkVnsnJTvt6P7Z+UVX27dt3Rsug1NTU7D4CPXr04IknnqBJkyaEhoae9bkWL17MX/7ylxKXFMAZprtZs2asW7cu+AP/mTKlyIlBVdNFZDjwBU5z1bdUdb2IPIUzjdxs4F9AJeAjV/O/rGaplwFviEgmzoB+z7u3ZjI+4qe5hQtCVdm5c+cZSSA9PZ22bdvSunVrBg4cyEsvvUTDhg1900fATTDnX/CF5s2bW2IwAeeTOgZVnYMzA6H7usfdHnfxst+3gI0E5k8pKR6Twg7gXmApUAHoA7yC2xsiKzm0a1fgJpKZmZls3rw5R6XwDz/8QFhYWPZtoL/+9a+0adOGOnXq+LePgMuCBQuYPHmy38/jL1mJwZhAsp7Ppd3YsTnaxWe5F7gA2Af8htMJ5TXgfvdCaWnO/jNnnrF/eno6GzduzHEVsGrVKqpVq5adBP7+97/TunVratSo4Y/fLF8HDx5k586dtG3bNijn94WoqChmenj9jfEnSwyl2YEDTkWzhzqF7cBwoCLOhPM3AutzF1KFOXM4sXs36/bvz3EVsG7dOurWrZudBHr16kWrVq2oUqWKv3+rAlu4cCEdO3Ys/DhGxUjWFYOqBuQKyxiwxFC6TZ3qddMDwHSgE3AEp2PJ0x7KpZ08yVMNGvBZ06bZSWDQoEG0bNmS887Lc2DooCvp9QsAF1xwAeXKlWPfvn3UqlUr2OGYMsISQ2m2Zo3XCeevBiYBEUAGzmxhvT2UC1Pl6VtuYex77/ktTH+ZP38+d911V7DDKLKsqwZLDCZQbGrP0szL3MKZOLeOYoE/gF9xrhpGeTlMuaNH/RGdX/38888cOHCAli1bBjuUIrOObibQLDGUZpUre1x9GNiFU8dQAagKDCFXszJ3JbBz1cKFC7nmmmuK1AeiuGjevDlr167Nv6AxPmKJoTRr0QIqVjxjdTWgATARZ4Cq33Cmk2zh6RgldG7h0lC/kMWarJpAs8RQmuUxJ3AS8DlQHbgYOAcY56lgCZ1beP78+aUmMTRr1oyNGzeSmZkZ7FBMGWGJoTTLmlvYQzPHVsBCnLqFX4EPgQtzFyqhcwvv2rWLo0eP0qxZs2CH4hMRERFUq1aN7du3BzsUU0ZYYijtRo92bgedjRI6t/CCBQvo1KmTz4fXCCarZzCBVHr+c4xnWXMLexmS2qsSPLdwabqNlMXqGUwgWWIoCxIS/kwO+fSeVRGOi5DSv3+JnFtYVVmwYAHXXnttsEPxKUsMJpAsMZQVCQmwaBHExDgtlXLfXgoLg4oVkZgY9kybRvfZs1m9enVwYi2Cbdu2kZ6eziWXXBLsUHzK+jKYQLKez2WJl7mFiYx0mqQOHgzVq3MJ8N+QEGJiYkhJSSl+cyTnIes2UmkbV6hJkyZs3bqVU6dOlci5JUzJYomhLMo1t7An/fv3Z+XKlfTr14/PP/+8xAxEt2DBguI/t/NZqFixIvXr1+fHH38kqgT2KzEli91KMl4999xzhIaG8sgjjwQ7lALJql8obRXPWayewQSKTxKDiNwoIj+KyBYROeNTREQqiMgHru3fi0h9t22jXet/FJEbfBGP8Y3Q0FDef/99Pv74Y94rAYPo/fjjj5QvX54GDRoEOxS/sMRgAqXIiUFEQoEJQDegKTBARJrmKnYncERVL8bpYPuCa9+mOHNEN8MZ1+011/FMMVGlShWSk5P529/+xsqVK4MdTp5Ka/1CFquANoHiiyuG9sAWVd2mqqdwhvnvlatML5zheABmANeJ89/bC5iuqidVdTuwxXU8U4xERUXx2muvERsby6+//hrscLwqjc1U3VknNxMovkgMtYHdbs/3uNZ5LKOq6UAqzqCeBdnXFAN9+/alf//+9OvXj/T09GCHc4bMzEwWLlxYausXABo1asQvv/zCsWPHgh2KKeVKTOWziNwtIstFZPnBgweDHU6Z9Mwzz1C+fHkefvjhYIdyhnXr1lG5cmXq1q0b7FD8JjQ0lEsvvZQNGzYEOxRTyvkiMewF3P8b67jWeSwjIuWAysChAu4LgKpOUtVoVY2uXsIGdSstQkNDee+995g9ezbTpk0Ldjg5lPbbSFmsnsEEgi8SQwrQWEQaiEh5nMrk2bnKzMaZPRKgDzBfVdW1vr+r1VIDoDGwzAcxGT+JjIwkOTmZESNG8MMPPwQ7nGyluZmqO6tnMIFQ5MTgqjMYDnwBbAQ+VNX1IvKUiPR0Ffs/oKqIbAEeBB5x7bseZ8TnDTjTAwxT1YyixmT8q3nz5rz++uvExsZSHG7rZWRksGjRIjp16hTsUPzOmqyaQPBJd1ZVnUOumSFV9XG3xyeAvl72fRZ41hdxmMCJi4vjhx9+4JZbbuHLL7/knHPOCVosq1atokaNGtSsWTNoMQSKJQYTCCWm8tkUP0899RRhYWE8lM/wGv5WVuoXAOrUqUNaWlqxbjZsSj5LDOasZVVGz5kzh7fffjtocZSV+gUAEbGrBuN3lhhMkZx//vkkJyczcuRIli9fHvDznz59miVLlpSJ+oUslhiMv1liMEXWtGlT3njjDeLi4jhw4EBAz71ixQrq169PtWrVAnreYLLEYPyrokkJAAAgAElEQVTNEoPxiZiYGG6//Xb69u3L6dOnA3besnQbKYv1ZTD+ZonB+MyTTz5JREQEDz74YMDOWRrnd85Ps2bNWLduHU5XIGN8zxKD8ZmQkBCmTZvGl19+ydSpU/1+vpMnT/Ldd99x9dVX+/1cxUm1atUICwtjz549wQ7FlFKWGIxPVa5cmeTkZB5++GFSUlL8eq5ly5bRpEkTIiMj/Xqe4sjqGYw/WWIwPnfZZZcxefJk4uLi2L9/v9/OUxbrF7JYYjD+ZInB+EWvXr2444476NOnD6dOnfLLOcpi/UIWq4A2/mSJwfjN448/TpUqVRgxYoTPj52Wlsby5cvp2LGjz49dEthgesafLDEYvwkJCeGdd97h66+/5q233vLpsZcuXUpUVBTnnXeeT49bUjRt2pRNmzaRkWFjThrfs8Rg/CoiIoLk5GQeeeQRvv/+e58dtyzfRgKoVKkSNWrUYOvWrcEOxZRClhiM31166aX83//9H3369OGXX37xyTHLcsVzFqtnMP5iicEERI8ePRg6dKhPKqOPHTvG6tWr6dChg4+iK5msnsH4iyUGEzCPPvoo1atX529/+1uRjrNkyRLatGlDeHi4jyIrmazJqvEXSwwmYEJCQkhMTGThwoVMnjz5rI9jt5EclhiMvxQpMYhIFRGZJyKbXT/P6IIqIq1EZKmIrBeRNSLSz23bVBHZLiKrXEurosRjir+IiAhmzZrFmDFjWLp06VkdoyxNzJOXJk2asGPHDk6cOBHsUEwpU9QrhkeAr1W1MfC163lux4HbVbUZcCPwioic77b9IVVt5VpWFTEeUwJccsklTJkyhb59+/Lzzz8Xat/U1FQ2btzIFVdc4afoSo7y5cvTqFEjNm3aFOxQTClT1MTQC0h0PU4EeucuoKo/qepm1+OfgQNA9SKe15RwN910E/fccw99+vTh5MmTBd5v8eLFtG/fngoVKvgxupLDbicZfyhqYrhQVfe5Hv8CXJhXYRFpD5QH3BtfP+u6xTRORLz+t4vI3SKyXESWHzx4sIhhm+LgH//4BzVq1OD+++8v8D5Wv5CTJQbjD/kmBhH5SkTWeVh6uZdTZ3B4rwPEi0hN4B1giKpmulaPBi4F2gFVgFHe9lfVSaoararR1avbBUdpkFUZvWTJEt54440C7WP1CzlZXwbjD+XyK6CqXbxtE5H9IlJTVfe5Pvg9zusoIhHAZ8AYVf3O7dhZVxsnRWQKMLJQ0ZsS77zzziM5OZmrrrqK5s2b59k34dChQ2zdupV27doFMMLizfoyGH/INzHkYzYQDzzv+jkrdwERKQ98DLytqjNybctKKoJTP2Fffcqgxo0bM3XqVG655RZSUlKoVauWs+HAAZg6FdasgdRU/vj9d16uWZNzfvsN7KoRgAYNGvDrr7/y+++/ExEREexwTClR1DqG54HrRWQz0MX1HBGJFpE3XWVuAa4GBntolvquiKwF1gLVgGeKGI8pobp168awYcOIjY3l1DffQGws1KsHTzwB774Ln37KRYsXE79tG1x0kbPdzxMBlQQhISE0bdqU9evXBzsUU4pISZw3Njo6WpcvXx7sMIyPqSqT27Ylfs0aymdmInm9N0UgLAxeegkSEgIXZDE0ZMgQ/vKXvzB06NBgh2KKORFZoarR+ZUr6q0kY3xGXn+doZs2IQUZSloVjh+Hka5qqTKcHKwC2viaDYlhioeUFBg5EklLO2PTdOAy4FygEfA/941ZyaEMX0FaBbTxNUsMpngYOxY8JIV5OG2YpwBHgcVAw9yF0tKc/cso68tgfM0Sgwm+Awdg7lzn9lAuTwCPA1fgvFlru5YcVGHOHCijHR9r1qxJeno6Bw54bC1uTKFZYjDBN3Wqx9UZwHLgIHAxUAcYDpx5XYFTGe3lOKWdiFg9g/EpSwwm+NasAQ8jhO4HTgMzcOoVVgEr8dKmOS0NyvB9dqtnML5kicEEX2qqx9Vhrp/3ATVxOro8CMzxdpwjR3wdWYlh9QzGlywxmOCrXNnj6kic20fitk48lsza4YzpQMoMSwzGlywxmOBr0QIqVvS4aQjwX5xBuI4A44CbPZTTihUhKspvIRZ3zZs3Z/369ZTEDqum+LHEYIJv8GAyvXygPYYz9O4lOH0ZWgNjPJQ7eeIET+3axe7du/0WZnEWGRlJREQEO3fuDHYophSwxGCC6tSpUzz/1lvMycwkU868UXQO8BrwG86EH/8Bzri2ECH9hhs4HBpKy5YtGTBgAMuWLfN36MWO3U4yvmKJwQTNokWLaN26Nf/73/9o/eGHhISF5b+TJ2FhVHrmGV555RW2b99O+/bt6devHx06dOCjjz4iPT3dt4EXU5YYjK9YYjABd+DAAeLj47ntttt4+umn+fTTT6ndu7czIF54eOEOFh7u7BftjAtWuXJlRowYwebNm3nwwQcZP348F198Mf/+979J9dL6qbRoV68e9T74AG69FXr0cH6++GKZ7fhnikBVS9zStm1bNSVPRkaGvvHGG1q9enX9+9//rkePHj2z0GuvqYaHq4qoOn2aPS8iTrnXXsv3vMuWLdOBAwdqZGSk3n///bplyxY//HZBtGyZakyMZpQvr2m5X7ewMNWKFVVjYpxypkwDlmsBPmOD/iF/NoslhpJn5cqVesUVV+iVV16pq1evzrtwSopqbKzzgRYW5vmDLjbWKVcIu3fv1kceeUSrVaumvXr10oULF2pmZmYRfqtiwA+J1JReBU0MNh+D8aujR4/yxBNP8O677/Lss89yxx13EBJSwDuYBw86w1ysXet0XouMdJqkDh5cpBnc/vjjD9555x1eeeUVwsPDGTFiBP369aN8+fJnfcygmDjRGVn2+PGC75N1660MD1NelhV0PoYifXMHquAMgLnZ9TPSS7kMnBENVgGz3dY3AL4HtgAfAOULcl67Yij+MjMz9aOPPtI6derokCFD9MCBA8EO6QwZGRn62WefaZcuXbRmzZr69NNP68GDB4MdVsEsW+ZcAeS6MrgGtALoua7lEk9XD+Hhhb7aMqUDBbxiKGrl8yPA16raGPja9dyTNFVt5Vp6uq1/ARinqhfj9F+6s4jxmGJg69atdO/enX/+85+89957vPXWW1QvhnM0h4SE0L17d+bNm8cXX3zBjh07aNy4MXfffXfxnyrTyzDlAK8Cx1zLj54KlPFhyk3+ipoYegGJrseJQO+C7igiAlyLM0Zaofc3xc/Jkyd55plnuPzyy+ncuTMrV66kY8eOwQ6rQKKionjzzTf58ccfqVOnDl26dOGGG27g888/z7q6LT7yGKa8QLRsD1Nu8lfUxHChqu5zPf4FuNBLuYoislxEvhORrA//qsBvqprVyHwPHobaNyXD/PnzadmyJcuXL2fFihU8/PDDnHPOOcEOq9AuuOACHn/8cXbs2MGAAQMYNWoUzZo144033uB4Ye7l+1M+w4uPxhlwsAOw0FuhMjxMuclfvolBRL4SkXUell7u5Vz3r7x9hamnToXHQOAVEWlU2EBF5G5Xcll+0L7pFBu//PILgwYN4o477uBf//oXycnJ1KtXL9hhFVmFChUYPHgwq1atYsKECXz22WfUr1+fMWPG8PPPPwc3OC/DlINzb3YbsBe4G+gBbPVUsIwPU27ylm9iUNUuqtrcwzIL2C8iNQFcPz1OIaWqe10/t+F8iWkNHALOF5FyrmJ1cN7P3uKYpKrRqhpdHO9XlzUZGRlMmDCBqKgo6taty/r16+nRo0eww/I5EaFz587Mnj2bb775htTUVJo3b85tt93GihUrghNUHh31LgfOAyoA8ThXDTZMuSmsot5Kmo3z/sP1c1buAiISKSIVXI+zrnA3uK4wFgB98trfFD8rVqzgiiuu4IMPPmDhwoU8//zznHvuucEOy+8aN27Mq6++ytatW2nRogUxMTFcffXVfPzxx2RkZAQuEC/DlHsieL+ML8vDlJu8FTUxPA9cLyKbgS6u54hItIi86SpzGbBcRFbjJILnVXWDa9so4EER2YJT5/B/RYzH+FFqair33XcfN910E8OGDWPRokU0a9Ys2GEFXGRkJA899BBbt25l2LBhvPDCC1xyySWMHz+e33//3f8BeBmm/DfgC+AEkA68CywGbvR0jLCwMj1MuclHQdq0FrfF+jEEVmZmpr7//vtaq1YtHTp0qP7666/BDqnYWbp0qd5yyy1apUoVHTFihG7fvt1/J9u/3+n9nat/wgHQaNBKoJVBLwf90ltP6IoVVYth3xLjXwSoH4Mp5TZv3kzXrl0ZO3YsM2bMYNKkSVStWjXYYRU7WbfWVq5cSWhoKG3btqVPnz4sWbLE981dL7gAunVzWha5qQ6kAEdxrh6+A673tL8IdO9epN7jpnSzxGA8OnHiBE888QRXXnkl3bt3Z8WKFVx55ZXBDqvYu+iii/jXv/7Fzp076dSpE0OGDKF9+/a89957nD592ncnGj3auR10NsLCnP2N8cISgznDl19+SVRUFOvXr2fVqlWMGDGCcuXK5b+jyVapUiWGDx/Opk2beOyxx5g8eTINGjTg+eef5/Dhw0U/Qbt2Phmm3BhPLDGYbD///DP9+vXjnnvuYfz48cyYMYM6deoEO6wSLTQ0lJ49e7JgwQI+/fRTNm3aRKNGjUhISODHHz0OWFFwCQl/JgcPs9/lIGID6JkCs8RgSE9PZ/z48bRs2ZLGjRuzbt06unfvHuywSp1WrVoxdepUNm7cSPXq1bn66qu56aab+Oqrr86+HiIhARYtgpgYp6VS7ttLYWHO+pgYp5wlBVMANux2Gff999+TkJDA+eefz2uvvcall14a7JDKjLS0NN577z3GjRuHiPDAAw8waNAgKnpoilogfhqm3JQeBR122xJDGXXkyBH+8Y9/kJyczEsvvcTAgQOR/G5HGL9QVb766ivGjRvHihUruOeee7j33nu58EJvQ48Zc3YKmhjsVlIZo6pMmzaNpk2bIiJs2LCBQYMGWVIIIhHh+uuvZ86cOSxcuJADBw5w6aWXMnjwYFavXh3s8EwZZImhDNm0aRPXXXcd48aNY9asWbz22mtE2rAIxcpll13GxIkT2bJlC02aNKF79+5ce+21fPLJJ2RmZgY7PFNGWGIoA44fP86YMWPo2LEjMTExLFu2jPbt2wc7LJOHqlWrMnr0aLZv386dd97Jk08+SZMmTXj11Vc5duxYsMMzpZwlhlLus88+o3nz5mzdupXVq1dz3333ERoaGuywTAGVL1+eQYMGkZKSwpQpU1iwYAH169fn4YcfZteuXcEOz5RSlhhKqd27dxMXF8cDDzzA66+/zvTp06lVq1awwzJnSUS46qqrmDlzJikpKZw+fZpWrVrRr18/vvvuu2CHZ0oZSwylzOnTp/n3v/9N69atiYqKYu3atXTt2jXYYRkfatCgAePGjWPHjh1ceeWVDBw4kCuvvJIPP/yQ9PT0/A9gTD6suWop8u2333LPPfdQo0YNJkyYQOPGjYMdkgmAjIwMZs2axbhx49i5cyf33XcfQ4cO5fzzzw92aKaYseaqZcihQ4cYOnQoffv2ZcyYMXzxxReWFMqQ0NBQYmNj+d///kdSUhKrV6+mYcOG3HfffWzZsiXY4ZkSyBJDCaaqTJkyhWbNmhEeHs6GDRvo16+f9Ukow6Kjo5k2bRpr167lvPPO48orr8weq6kk3h0wwVGkxCAiVURknohsdv08o1G8iHQWkVVuywkR6e3aNlVEtrtta1WUeMqSdevWcfXVVzNx4kTmzJnD+PHjqVyIKR9N6Va7dm2ee+45du7cyU033cS9995LmzZtSExM5OTJk8EOzxRzRb1ieAT4WlUbA1+7nuegqgtUtZWqtgKuBY4DX7oVeShru6quKmI8pd4ff/zBqFGj6Ny5MwMHDmTp0qW0adMm2GGZYio8PJy//vWvrF+/nueee453332X+vXr89RTT3Hw4MFgh2eKqaImhl5AoutxItA7n/J9gLmqeryI5y2TZs2aRdOmTdm7dy9r164lISHB+iSYAgkJCaFbt258+eWXzJs3j927d3PJJZdw1113sW7dumCHZ4qZoiaGC1V1n+vxL0B+o371B97Pte5ZEVkjIuNEpEIR4ymVdu7cSc+ePRk1ahRTpkxh2rRp1KhRI9hhmRKqefPmTJ48mZ9++ol69epx/fXX07VrV+bMmWPDbhigAIlBRL4SkXUell7u5VwTTXut3RKRmkAU8IXb6tHApUA7oAowKo/97xaR5SKyvKxcAp86dYoXXniBtm3bcvnll7N69WquvfbaYIdlSonq1avz2GOPsWPHDm699VbGjBlDs2bNeP311zl+3C7qy7Ii9WMQkR+BTqq6z/XBv1BVm3gp+zegmare7WV7J2Ckqt6c33nLQj+GxYsXk5CQQL169Xj11Vdp2LBhsEMypZyqsmjRIsaNG8e3337L0KFDGTZsGLVr1w52aMZHAtWPYTYQ73ocD8zKo+wAct1GciUTxGlf2Rso8zc7Dx48yJAhQxg0aBBPPfUUn332mSUFExAiQqdOnZg1axZLly7l2LFjREVFMWjQIEr7FzGTU1ETw/PA9SKyGejieo6IRIvIm1mFRKQ+UBdYlGv/d0VkLbAWqAY8U8R4SqzMzEwmT55M8+bNqVKlChs2bCAuLs76JJiguPjii/nPf/7Dtm3baN26NXFxcXTs2JGkpCQyMjKCHZ7xMxsSoxhYvXo1CQkJqCqvv/46LVu2DHZIxuSQnp7Oxx9/zLhx49i3bx/3338/d955JxEREcEOzRSCDYlRAhw9epQHH3yQ66+/niFDhvDNN99YUjDFUrly5ejbty/ffvst06dP5/vvv6d+/fo88MADbNu2LdjhGR+zxBAEqsrMmTNp2rQphw8fZv369QwdOpSQEPtzmOLv8ssvZ/r06axatYoKFSrQvn377LGazvoOxIED8OKLcOut0KOH8/PFF6GMtEAsbuxWUoBt27aN4cOHs3PnTiZOnMjVV18d7JCMKZJjx46RmJjI+PHjiYiI4IEHHuCWW26hfPny+e+ckgJjx8Lcuc7zEyf+3BYWBqrQrRuMHg3t2vnnFyhD7FZSMXPy5EmeeeYZ2rdvzzXXXMPKlSstKZhSoVKlSgwbNoxNmzbxxBNPMGXKFBo0aMBzzz3HoUOHvO84cSJ06gTJyU5CcE8KAGlpzrrkZKfcxIn+/DWMG0sMATB//nxatmxJSkoKK1asYNSoUQX7NmVMCRISEkKPHj34+uuvmTNnDps3b+biiy/mnnvuYePGjTkLT5wII0fC8ePOVUFeVJ1yI0dacggQSwx+tH//fm699VaGDBnCCy+8wKxZs6hXr16wwzLG71q2bMmUKVPYuHEjF154IZ06dcoeq0mXLfszKbg5DMQA5wL1gPdyHzQrOZTQ28gliSWGvJxlhVhGRgYTJ04kKiqK2rVrs2HDBnr16pXnPsaURjVq1ODJJ59k586d9O3bl7///e983aULmWlpZ5QdBpQH9gPvAgnA+tyF0tKcOgnjV1b57EkRKsR++OEH7rnnHipUqMDEiRNp3ry5/+I0poTR/fvJrFuX0NOnc6z/A4jEGfrgEte624DauHrNuqtYEXbtgurV/Rxt6WOVz2frLCvEUlNTuf/+++nevTsJCQksWrTIkoIxuUhioseh4n8CyvFnUgBoiYcrBgARmDrVH+EZl3LBDqBYca8Qy4+rQkxHjmTFihX0mjuX7t27s379eqpWrer/WI0pidasOfPLFnAMyN2HujJw1NMx0tJg7Vrfx2ay2RVDlpSUM5LCq0A0UAEY7GU3OX6cZm+9xZynnmLy5MmWFIzJS2qqx9WVgN9zrfsdOM/bcY4c8V1M5gyWGLKMHet8E3FTC3gUuCOfXSsCLefM8VNgxpQiXuYlvwRIBza7rVsNNPN2nMgzppc3PmSJAZzWR3PnntGeOhZnLPD8rgFEFebMse77xuSnRQun8jiXc3H+3x7HqYj+BmcM/9s8HSMsDKKi/BikscQAvqnIsgoxY/I3eLDXTa8BacAFOJO3TMTLFYNqnscxRWeJAbxWiBWKVYgZk78LLnCaenuYZ6QKkIxzxbALGOhpfxHo3t2aqvqZJQbwWiFWaFYhZkz+Ro92bgedjbAwZ3/jV5YYwGuFWKFZhZgx+WvXDl56CcLDC7dfeLizX3S+/bNMERUpMYhIXxFZLyKZIuL1ryUiN4rIjyKyRUQecVvfQES+d63/QESCM7KclwqxdOAEkOFaTrjWeWQVYsYUXELCn8khv+lrRf5MCgkJgYmvjCvqFcM6nMYEi70VEJFQYALQDWgKDBCRpq7NLwDjVPVi4AhwZxHjOTteKrKeAcJwuuRPcz32Oim1VYgZUzgJCbBoEcTEOF/Mct9eCgtz1sfEOOUsKQRMkXo+q+pGIL8J69sDW1R1m6vsdKCXiGwEruXPOqZE4J84jRECK6tCLDk5R5PVf7qWfFmFmDFnJzoaZs50mnpPneo04DhyxLktGxXlfNmy/6uAC8SQGLWB3W7P9wCX43QP+E1V093W1/Z2EBG5G7gb4KKLLvJ9lKNHwxdfFGw4jNysQsyYoqleHR56KNhRGJd8byWJyFciss7DEtBxpFV1kqpGq2p0dX98g7AKMWOMAQpwxaCqXYp4jr1AXbfndVzrDgHni0g511VD1vrgybqHOXKk0y8hryHJRZwrBasQM8aUMoForpoCNHa1QCoP9AdmqzMRxAKgj6tcPE4v+OCyCjFjTBlXpIl6RCQG+C9QHfgNWKWqN4hILeBNVe3uKtcdeAUIBd5S1Wdd6xsC03E6Pa4EblXVk/md1+8T9WSxCjFjTClS0Il6bAY3Y4wpI2wGN2OMMWfFEoMxxpgcLDEYY4zJwRKDMcaYHCwxGGOMycESgzHGmBwsMRhjjMnBEoMxxpgcSmQHNxE5COwEqgG/BjkcTyyuwrG4CsfiKhyL60/1VDXfYRtKZGLIIiLLC9KLL9AsrsKxuArH4ioci6vw7FaSMcaYHCwxGGOMyaGkJ4ZJwQ7AC4urcCyuwrG4CsfiKqQSXcdgjDHG90r6FYMxxhgfK/aJQUT6ish6EckUEa81+CJyo4j8KCJbROQRt/UNROR71/oPXLPI+SKuKiIyT0Q2u35GeijTWURWuS0nRKS3a9tUEdnutq1VoOJylctwO/dst/XBfL1aichS1997jYj0c9vms9fL23vFbXsF1+++xfVa1HfbNtq1/kcRueFsYzjLuB4UkQ2u1+ZrEannts3j3zNAcQ0WkYNu57/LbVu862++WUTiAxzXOLeYfhKR39y2+fP1ektEDojIOi/bRUT+44p7jYi0cdvmt9erUFS1WC/AZUATYCEQ7aVMKLAVaAiUB1YDTV3bPgT6ux6/DiT4KK4XgUdcjx8BXsinfBXgMBDuej4V6OOH16tAcQHHvKwP2usFXAI0dj2uBewDzvfl65XXe8WtzL3A667H/YEPXI+buspXABq4jhPqo9enIHF1dnv/JGTFldffM0BxDQZe9bBvFWCb62ek63FkoOLKVf4+nNkj/fp6uY59NdAGWOdle3dgLiDAFcD3/n69CrsU+ysGVd2oqj/mU6w9sEVVt6nqKZzpQnuJiADXAjNc5RKB3j4KrZfreAU9bh9grqoe99H5vSlsXNmC/Xqp6k+qutn1+GfgAM60sb7k8b2SR6wzgOtcr00vYLqqnlTV7cAW1/ECEpeqLnB7/3wH1PHRuYsUVx5uAOap6mFVPQLMA24MUlwDgPd9dO48qepinC+B3vQC3lbHd8D5IlIT/75ehVLsE0MB1QZ2uz3f41pXFfhNVdNzrfeFC1V1n+vxL8CF+ZTvz5lvzGddl5LjRKRCgOOqKCLLReS7rNtbFKPXS0Ta43wT3Oq22hevl7f3iscyrtciFee1Kci+Z6uwx74T51tnFk9/z0DGFef628wQkbqF3NefceG65dYAmO+22l+vV0F4i92fr1ehlAvGSXMTka+AGh42jVHVWYGOJ0tecbk/UVUVEa/Nu1zfBqKAL9xWj8b5gCyP02xtFPBUAOOqp6p7RaQhMF9E1uJ8AJ41H79e7wDxqprpWn3Wr1dpIyK3AtHANW6rz/h7qupWz0fwuU+A91X1pIj8Fedq69oAnbsg+gMzVDXDbV0wX69ir1gkBlXtUsRD7AXquj2v41p3COcyrZzrm1/W+iLHJSL7RaSmqu5zfZAdyONQtwAfq+ppt2NnfXs+KSJTgJGBjEtV97p+bhORhUBrYCZBfr1EJAL4DOdLwXduxz7r1ysXb+8VT2X2iEg5oDLOe6kg+56tAh1bRLrgJNprVPVk1novf09ffNDlG5eqHnJ7+iZOfVLWvp1y7bvQBzEVKC43/YFh7iv8+HoVhLfY/fl6FUppuZWUAjQWp0VNeZw3wmx1anQW4NzfB4gHfHUFMtt1vIIc94z7m64Px6z7+r0Bjy0Y/BGXiERm3YoRkWpAB2BDsF8v19/uY5z7rzNybfPV6+XxvZJHrH2A+a7XZjbQX5xWSw2AxsCys4yj0HGJSGvgDaCnqh5wW+/x7xnAuGq6Pe0JbHQ9/gLo6oovEuhKzqtmv8bliu1SnIrcpW7r/Pl6FcRs4HZX66QrgFTXFx9/vl6FE4wa78IsQAzOvbaTwH7gC9f6WsAct3LdgZ9wsv4Yt/UNcf55twAfARV8FFdV4GtgM/AVUMW1Php4061cfZxvAiG59p8PrMX5gJsGVApUXMBfXOde7fp5Z3F4vYBbgdPAKrella9fL0/vFZzbUj1djyu6fvctrteiodu+Y1z7/Qh08/F7Pb+4vnL9D2S9NrPz+3sGKK6xwHrX+RcAl7rte4frddwCDAlkXK7n/wSez7Wfv1+v93Fa1J3G+ey6E7gHuMe1XYAJrrjX4tba0p+vV2EW6/lsjDEmh9JyK8kYY4yPWGIwxhiTgyUGY4wxOVhiMCRg7SAAAAAkSURBVMYYk4MlBmOMMTlYYjDGGJODJQZjjDE5WGIwxhiTw/8Dj/W71bEDDZoAAAAASUVORK5CYII=\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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YjEkoV1xxBatWreLxxx/n8ccfp1OnTsybN4/i4uLgF2RkQL9+sGiR21Oi7HDYwkJ3bNEiVy4jo/TU5s2bufzyy/nLX/7CwoULmTNnDi1sOes6JRqJ4SzgC7/Xe3zHyvq5iOSKyGsick4lrzXGRCAi9O/fn/fff5+//vWvPProo6SmpvLaa68FJoiMjO+2wow0KlHVlRs3jsJHHuGOO+6gf//+DB06lOzsbC6++OKa/aKMJ2qr8/nvQGtVTcXVCuZW9gYiMkpEckQk52AF2j6NSVQiwtVXX82HH37IQw89xIMPPki3bt14/fXX0bVrQ+6PPA/ogFs2/Dxgjf/JI0fQO+7g+zt3smXLFkaPHm2jjeqwaCSGvcA5fq/P9h0rpar/UdVjvpdzgB4VvdbvHk+qapqqplm11ZjIRISBAweydu1apk2bxtSpU3n36qspDrLMxnLgLuBZ3Bakq3Gdhv6SRJjUoIE1GyWAak9wE5EGuP3P++M+1LOBX6jqFr8yLVV1n+/5YOAuVb1YRJoC64CSnb3XAz1U9VC497QJbsZUnh44QPE551A/yNyHS4GRvkdYjRvD55/bFplxqtYmuKlqEXA78DawDXhFVbeIyBQRuc5X7PciskVENgG/x41SwpcApuKSSTYwJVJSMMZUjcydG7T55ySQAxwE2uGq7bcDQZfvE3HLfZg6LSo7uKnqUmBpmWOT/J5PACaEuPYZ4JloxGGMCSM3t/zoI+AAcAJ4DdevcApuWOF9wLSyhQsL3RpQpk6zmc/GJIqCgqCHS9aB/R3QEmgO3EGZv/T85edHOzITYywxGJMomjQJejgF13zkv5NE2F0lUlKiF5OJSZYYjEkUqamu8ziIEcAsIA/IBx4BfhKsYFKSW0Lc1GmWGIxJFMOHhzx1D9ATaI+by9ANmBisoGrY+5i6wRKDMYnijDNg4MCg24+eAjwOfA3sB/4PKFe3EIFBg2yoagKwxGBMIpkwofy2oxWVlOSuN3WeJQZjEknPnjBzJiQnV+665GR3XVrEuVGmDojKPAZjTBwZPRqAo7/7HQ2Li6kXbvUDEVdTmDmz9DpT91mNwZgElNWtGz9v1ozia691I5XKNi8lJbnjgwfDqlWWFBKM1RiMSUATJ05kyH330eCWW9xObZmZbkZzfr6bp9C5sxt9ZB3NCckSgzEJZsWKFXz++ecMLxl22qIF3HmnpzGZ2GJNScYkEFXlf//3f5k6dSqnnHKK1+GYGGWJwZgEsmjRIo4fP86NN97odSgmhllTkjEJ4uTJk9x9993MmDGDevXsb0ITmv10GJMgXnzxRVJSUhg0aJDXoZgYZzUGYxLA8ePHmTx5MnPnzkWCLIlhjD+rMRiTAJ566ikuvPBC+vbt63UoJg5EJTGIyAAR+UREdojI+CDn7xCRrSKSKyIrRaSV37mTIrLR91gcjXiMMd/573//y7Rp05g2rdx+bMYEVe2mJBGpD8wGrgL2ANkislhVt/oV2wCkqeoRERkNzABu8p0rVNWu1Y3DGBPcrFmz6N27N927d/c6FBMnotHH0AvYoaq7AERkHm7L2NLEoKrv+pXPAm6OwvsaYyLIz8/n4Ycf5v333/c6FBNHotGUdBbwhd/rPb5joYwElvm9biwiOSKSJSI/jUI8xhifhx56iOuuu44LLrjA61BMHKnVUUkicjOQBlzud7iVqu4VkbbAOyKyWVV3Brl2FDAK4Nxzz62VeI2JZ/v37+eJJ55g48aNXodi4kw0agx7gXP8Xp/tOxZARNJxuwVep6rHSo6r6l7fv7uA93C7Cpajqk+qapqqprWwhb2MiWjatGn8+te/tj+kTKVFo8aQDZwvIm1wCWEI8Av/AiLSDfgbMEBV8/yOpwBHVPWYiDQHLsN1TBtjqmH37t289NJLbNu2zetQTByqdmJQ1SIRuR14G6gPPKOqW0RkCpCjqouBh4BTgVd9k2s+V9XrcPuO/01EinG1lwfKjGYyxlTBvffey5gxYzjjjDO8DsXEIdFwuzfFqLS0NM3JyfE6DGNi0tatW+nXrx/bt2+nSZMmXodjYoiIrFPViPuz2sxnY+qYe+65hzvvvNOSgqkyWyvJmDokOzubrKwsnn/+ea9DMXHMagzG1CETJ07knnvuITk52etQTByzxGBMHfHuu++yc+dOfvOb33gdiolzlhiMqQNKtuycMmUKDRs29DocE+csMRhTB/z973/n8OHDDBkyxOtQTB1gicGYOFdcXMzEiROZNm0a9evX9zocUwdYYjAmzr388suceuqpXHvttV6HYuoIG65qTBw7ceIEkyZNYs6cObZlp4kaSwzGxIO8PMjMhNxcKCiAJk0gNZUXRTjvvPO44oorvI7Q1CGWGIyJZdnZMH06LPNtYXL0aOkpXbCAIUePcl2/fq5cz57exGjqHOtjMCZWZWRAv36waJFLCH5JAUCOHqUx0HTVKlcuI8OLKE0dZInBmFiUkQHjxsGRI+Bb6LIf0Bi3TPGpQOmebKqu3LhxlhxMVFhiMCbWZGd/lxTKeAw47Ht8UvZkSXKwlYdNNVliMCbWTJ8OhYVVu7aw0F1vTDVYYjAmluTluY7mEPukTABKtjp8L1gBVVi6FA4erLEQTd1nicGYWJKZGfLUg8Au3P65o4BrgZ3BCoqEvY8xkUQlMYjIABH5RER2iMj4IOcbich83/mPRKS137kJvuOfiMiPoxGPMXErN7fc6KMSFwGnAY2AYbhaw9JgBQsLYfPmmorQJIBqJwYRqQ/MBgYCHYGhItKxTLGRQL6qtgMewf3xg6/cEOBHwADgcd/9jElMBQUVLipAyI158/OjEY1JUNGoMfQCdqjqLlU9DswDri9T5npgru/5a0B/cfP3rwfmqeoxVf03sMN3P2MSU4jtOL8G3gaOAkXAi8Bq3F9TQaWk1EBwJlFEIzGcBXzh93qP71jQMqpaBBQAzSp4rTGJIzUVGjcud/gEcDfQAtf5PAtYBLQPdo+kJOjcuQaDNHVd3HQ+i8goEckRkZyDNuLC1FXDhwc93ALIBr7F1R6ygKtC3UM15H2MqYhoJIa9wDl+r8/2HQtaRkQaAE2A/1TwWgBU9UlVTVPVtBYtWkQhbGNi0BlnwMCBbmRRVYjAoEFgvyOmGqKRGLKB80WkjYg0xHUmLy5TZjFuIAXADcA7qqq+40N8o5baAOcDa6MQkzHxa8IE1xxUFUlJ7npjqqHaicHXZ3A7rm9sG/CKqm4RkSkicp2v2NNAMxHZAdwBjPdduwV4BdgKvAWMVdWT1Y3JmLjWsyfMnAnJyZW7LjnZXZeWVjNxmYQhGmKGZSxLS0vTHFsPxtRxJ2bN4sQf/kASIOF+T0VcTWHmTBg9utbiM/FHRNapasS/HOKm89mYRDP75EkmXnYZMniwG6lUtnkpKckdHzwYVq2ypGCixjbqMSYGFRQUMH36dFauXAmdOrm1jzIz3Yzm/Hw3T6FzZzf6yDqaTZRZYjAmBs2cOZOBAwfSqVMnd6BFC7jzTm+DMgnDEoMxMWb//v08/vjjrF+/3utQTIKyPgZjYszUqVMZPnw4rVq18joUk6CsxmBMDNmxYwfz58/nk0/K7c9mTK2xGoMxMeTuu+/mT3/6E82aNfM6FJPArMZgTIxYt24dq1ev5umnn/Y6FJPgrMZgTIwYP348kyZN4nvf+57XoZgEZ4nBmBiwYsUKPvvsM0aOHOl1KMZYYjDGa8XFxYwfP5777ruPU045xetwjLHEYIzXXn31VUSEG264wetQjAGs89kYT504cYK7776bJ554gnr17O80ExvsJ9EYD82ZM4c2bdrQv39/r0MxppTVGIzxyOHDh5kyZQpLlizxOhRjAliNwRiPPProo/Tr14/u3bt7HYoxAazGYIwHvvrqKx599FGysrK8DsWYcqpVYxCRpiKyXES2+/5NCVKmq4h8KCJbRCRXRG7yO5cpIv8WkY2+R9fqxGNMvLj//vu56aabaNeundehGFNOdWsM44GVqvqAiIz3vb6rTJkjwK9VdbuI/BBYJyJvq+rXvvN3qupr1YzDmLjx2WefMXfuXLZs2eJ1KMYEVd0+huuBub7nc4Gfli2gqp+q6nbf8y+BPMC2nDIJa9KkSYwdO5YzzzzT61CMCaq6NYYfqOo+3/P9wA/CFRaRXkBDYKff4WkiMglYCYxX1WPVjMmYmLV582beeusttm/f7nUoxoQUMTGIyAog2J82E/1fqKqKiIa5T0vgeWCYqhb7Dk/AJZSGwJO4ZqgpIa4fBYwCOPfccyOFbUxMmjBhAhMmTOD000/3OhRjQoqYGFQ1PdQ5ETkgIi1VdZ/vgz8vRLnTgSXARFUtHYbhV9s4JiLPAuPCxPEkLnmQlpYWMgEZE6vWrFnDli1bWLBggdehGBNWdfsYFgPDfM+HAW+ULSAiDYHXgefKdjL7kgkiIrj+iY+rGY8xMUlVueuuu5gyZQqNGjXyOhxjwqpuYngAuEpEtgPpvteISJqIzPGVuRHoCwwPMiz1RRHZDGwGmgP3VTMeY2LSG2+8weHDh/nFL37hdSjGRCSq8dcqk5aWpjk5OV6HYUyFFBUVkZqaysyZMxk0aJDX4ZgEJiLrVDUtUjlbEsOYGvbcc8/RokULBg4c6HUoxlSILYlhTDTk5UFmJuTmQkEBNGkCqakUDhnC5MmTS/dcMCYeWGIwpjqys2H6dFi2zL0+evS7cwsXcsrEibzaogUX16/vTXzGVIE1JRlTVRkZ0K8fLFrkEoJ/UgAoLKRBUREX7d/vymVkeBGlMZVmNQZjqiIjA8aNgyNHIhYVVVdunG+azujRNRycMdVjNQZjKis7u1xSOLXMoz7wu7LXlSQHG1FnYpwlBmMqa/p0KCwMOHTY77EfSAL+J9i1hYXuemNimCUGYyojL891NIeZ/7MAOAPoE+ykKixdCgcP1lCAxlSfJQZjKiMzM2KRucCvgZCDU0UqdB9jvGKJwZjKyM0tP/rIz2fAKr5bQCyowkLYvDnKgRkTPZYYjKmMgoKwp58HegNtItzmyJdfEo/L0ZjEYMNVjYngxIkTrF+/ntWrV5O2YQNXhCn7HG5/20iWfPABo5o2JTU1lS5dutClSxdSU1Pp1KkTSUlJUYrcmKqxxGBMGYWFhaxdu5bVq1ezevVqsrKyaNu2LX379uXqfv0oXrCAekGak/4J7CXEaCR/SUn8z5//zOXDhpGbm8umTZtYvXo1s2bN4tNPP6VVq1aliaIkaZx11lm2pIapNba6qkl433zzDf/85z9LE8GGDRvo3Lkzffv2pW/fvlx22WWkpKS4wnl50KpV0H6GW4EjuOaksBo3hs8/hxbltz4/fvw4//rXv0oTRsmjZIXWkkTRpUsXOnbsSOPGjav75UdPiPWiGDEi6Ndqal9FV1e1xGASzldffcX7779fmgj+9a9/kZaWVpoILr74Yk499dTQN/jZz9wyGFX53RGBwYOhkru4HThwICBR5Obmsn37dtq2bRvQFNWlSxdatmxZu7WLcOtFJSW579PAgTBhAvTsWXtxmXIsMRjjs3fv3tIksHr1avbs2cOll15K37596dOnDz179qzcrmrZ2W7towosh1FOcjKsWgVpEX83Izp27Bjbtm0rTRQlSQMo1xTVoUOHmtk5rmRpkMLC8IlSxCWJmTNtSRAPWWIwCUlV2blzJ2vWrClNBAUFBfTp06e0RtClSxcaNKhm91ol1koqlZxc4x+Mqsq+ffvKNUXt2rWL888/v1xn95lnnln1NyvzPTgGjAFWAIeA84DpQMAuFLXwPTCh1UpiEJGmwHygNbAbuFFV84OUO4nbvhPgc1W9zne8DTAPaAasA36lqscjva8lBlOiuLiYrVu3BtQIRITLL7+8NBFceOGF1KtXAyOz4+iv5aNHj7J169aApqhNmzbRoEGDck1RF154IQ0bNgx/wyC1pv8CDwHDgXOBpcBQ3C9+a/9ro1hrMpVTW4lhBnBIVR8QkfFAiqreFaTcYVUt12grIq8AC1V1nog8AWxS1YhrE1tiSFxFRUVs2LChtEawZs0aUlJSSpNA3759adOmTe21sefkuPb1pUtdAvBbQ+lYvXo0qF+f+tde69rXY+yDUFXZu3dvudrFZ599Rvt75HBEAAAPR0lEQVT27ct1drfw70CuYD9LKjAZ+Ln/wSr2s5jqq63E8AnQT1X3iUhL4D1VvSBIuXKJQdxv7kHgTFUtEpFLgHtV9ceR3tcSQ+I4evQo2dnZpbWBDz/8kFatWpUmgT59+vDDH/7Q6zDd2keZmW5Gc34+pKSQdeQIzxYX87eFC72OrlIKCwvZsmVLudpFUlISqampXNquHROffJL6J06Evc8BoBWwEbiw7MkwI7NMzamtxPC1qn7f91yA/JLXZcoV4X4+ioAHVHWRiDQHslS1na/MOcAyVe0U6X0tMdQgj4ccfvvtt3z44YeltYF169bRsWPH0j6C3r1706xZsxqPIxr27NlDly5dOHDgQPX7NDymqnzxxRds2rSJ5Mceo/eKFTQqLg5Z/gSub+E84G/BCiQlwZ//DHfeWTMBm6Aqmhgi/rSKyAogWA/VRP8XqqoiEirLtFLVvSLSFnhHRDYD4dcWKB/HKGAUwLnnnluZS01FRNiiksmTa2TI4aFDhwKGjm7dupXu3bvTt29fJk6cyCWXXMJpp50WtferTWeffTbnnHMOWVlZ9O7d2+twqkVEOPfcc93v3vz5ECYpFAO/AhoCj4UqZOtFxbSIiUFV00OdE5EDItLSrykpL8Q99vr+3SUi7wHdcKsTf19EGqhqEXA2buJoqDieBJ4EV2OIFLephEidqCXt5osWwdtvV6sT9csvvwzoH9i9ezeXXHIJffr0YebMmfTq1Su2Jm1V009+8hOWLFkS94khQJj1ohQYiWtGWgqcEu4++eXGqZgYUd367WLcQpIP+P59o2wBEUkBjqjqMV/z0WXADF8N413gBtzIpKDXmxpWmWGXldyiUlXZvXt3wIih//znP6XNQsOHD6dr166cckrYj4+4ds0113DrrbcyvS5tztOkSchTo4FtuCGrEVd8KplNbmKPqlb5gRtmuhLYjvtZaOo7ngbM8T2/FDdibZPv35F+17cF1gI7gFeBRhV53x49eqiJgrVrVZOTVd1HfuljK+gVoKeDnge6sMx5BXdddnbA7YqLi3XLli2akZGhQ4cO1bPOOkvPPPNMvemmm3T27Nmam5urJ0+e9OiL9UZRUZE2b95cP/vsM69DiZ4HH1Rt3Ljcz8RuV2HQRqDf83u8EOznJylJdcYMr7+ShAPkaAU+Y22CWyILMuSwCOgI3Ab8Abe3wLXABqC9/7UiFP/0p2y8++7S2sCaNWs47bTTAoaOnnfeeQm/+NuvfvUrLr30UkbXlUldYdaLqjAbleQJm/lswgvxy/0xcDHwLd/tQHY1cBEwtcwtjgLp7dvT+corS4eOnn322TUcePyZN28eL7zwAm+++abXoUSPB+tFmeqL2qgkU0dVYmtJxSWMsho2bsz7v/2tDTmM4Mc//jGjRo2isLCw7uy1MGGCG4hQlfWikpLc9SZm2Q5uiSrEFpUX4Dayfwg3Fv0fuOakYL/+9Y4etSGHFZCSkkK3bt149913vQ4lenr2dKPTkpMrd13JWkkxNgvcBLLEkKhCDDk8BVgELMFNXnkYuBE3ljgoG3JYIddccw1LlizxOozoGj36u+QQqR9JxBbQiyOWGBLMnj17yMzM5P2PgzUOOam4WsJ/gLeBXUCvUIVtyGGFXHPNNbz55pt1b5/n0aPdgniDB7sO5bJNZUlJ7vjgwa6cJYW4YH0MdVxBQQHvvfceK1asYMWKFRw8eJD+/ftzR48eFO/bR71jx8pdk4sbgVQMPA7sw62YWU5SEnTuXIPR1x0dO3ZERNiyZQudOkVc9SW+pKW5juQg60XRuTMMH26jj+KMjUqqY44fP85HH33E8uXLWbFiBZs3b+aSSy4hPT2d9PR0unbt6pagDjPk8E5gDq6PoQ8wC2gX7M1syGGljB07lgubNuV3p51m218aT9hw1QShqmzZsqW0RrBmzRrOP/98rrrqKtLT07nssstCLzFhQw5rT3Y2+//wB1KystxOarb9pfGAJYY6bO/evaxcubK0VpCcnFxaI7jyyisrvvpojGxRWef5lh3RwkIkxjf0MXWbzWOoQ7755htWrVrFihUrWL58OQcOHKB///6kp6fz5z//mbZt21btxiVDDqu6RaUlhcj81qKKOP+7kmtRGVNTLDGE49HeBCdOnGDt2rWlNYJNmzZx0UUXkZ6ezvPPP0/Xrl2pX79+dN6s5MMnTraojCvZ2eWS7mNAJm7RsKG+5+WUJIeePS35Gk9YU1Iw4fYmqIH2YFVl27ZtpTWC1atX065du9Lmod69e9f8jNkwW1SWfs2DBsXkFpUxK0gfzkLcGPG3gUJCJAawPhxTI6yPoapqaYP3ffv2lXYYr1ixgoYNG5Z2GF955ZU0b968Gl9ENdiQw+iIsNDc3cAewiQGsFFfJuqsj6EqanBvgm+//ZbVq1eXNg99+eWXXHnllaSnpzNp0iTatm0bG6uQtmhhax9FQyXWogpJxN3H/j9MLbPEUCJIe7C/7UBn3K5CL/ifCNEeXFRUxNq1a0ubhzZu3EivXr1IT0/n2WefpXv37tHrJzCxJ8RaVJVi218aj1hiKDF9emC7ehljgZC9CYWF6P3388n995fWCFatWkWbNm1IT0/nnnvuoXfv3iRXdsExE7/CbH9ZKbYWlfGAJQZw7cHLloXsU5gHfB+3Fd2OYAVUOfb66wxdu5YeAwYwdOhQ5syZQwtrG05cYba/rBRbi8p4oFqJQUSaAvOB1sBu4EZVzS9T5grgEb9DFwJDVHWRiGQClwMlf14NV9WN1YmpSsK0B38DTALewS0TEUrDxo1Z/4c/INYebMANa16woFxzUpHvcdL3OIr7JQz6i2hrURmPVHd11fHASlU9H7f38/iyBVT1XVXtqqpdgStxS/v/w6/InSXnPUkKELY9+B5gJGGWnfapd/QoYu3BpsTw4UEP3wckAQ/g+qqSfMeCUg15H2NqUnUTw/XAXN/zucBPI5S/AVimqlVYg6EGhWgP3gisAP5U0ftYe7ApccYZbq5LmZFm9+J2xPN/3BvsehE3b8SaI40HqpsYfqCq+3zP9wM/iFB+CPBymWPTRCRXRB4RkUbVjKdqQrQHv4drHzsXt2nNTGAB0D3Ufaw92PibMKH8/gQVZdtfGg9FTAwiskJEPg7yuN6/nLqZciFnhIlIS9yIz7f9Dk/A9Tn0BJoCd4W5fpSI5IhIzsGDByOFXTmpqW4yURmjgJ24msNG4DbgGgK/gFLWHmzKsu0vTZyKmBhUNV1VOwV5vAEc8H3gl3zw54W51Y3A66p6wu/e+9Q5BjxLmI3CVPVJVU1T1bSoj/YJ0Y6bjKsplDxOBRoDQd/d2oNNMLb9pYlD1W1KWgwM8z0fBrwRpuxQyjQj+SUVwfVPhN5vsiaFaA8u617KTG4rYe3BJhzb/tLEmWqtlSQizYBXcM3wn+GGqx4SkTTgNlX9ra9ca+AD4BxVLfa7/h3cH+CCr7VGVQ9Het8aWSvJ9iYwtcHWojIeskX0qqIyayWVsKq/MSZO2CJ6VWF7ExhjTLX7GOoeaw82xiQ4qzEEk5bmljOw9mBjTAKyxBCO7U1gjElA1pRkjDEmgCUGY4wxASwxGGOMCWCJwRhjTABLDMYYYwJYYjDGGBPAEoMxxpgAlhiMMcYEiMtF9ETkIG4113jRHPjK6yCqyGL3hsVe++I1bqh47K1UNeKyDXGZGOKNiORUZEXDWGSxe8Nir33xGjdEP3ZrSjLGGBPAEoMxxpgAlhhqx5NeB1ANFrs3LPbaF69xQ5Rjtz4GY4wxAazGYIwxJoAlhhogIk1FZLmIbPf9mxKi3Lki8g8R2SYiW0Wkde1GGjSmCsXuK3u6iOwRkcdqM8ZQKhK7iHQVkQ9FZIuI5IrITV7E6otlgIh8IiI7RGR8kPONRGS+7/xHsfDzUaICsd/h+5nOFZGVItLKiziDiRS7X7mfi4iKSMyMVKpI7CJyo+97v0VEXqrSG6mqPaL8AGYA433PxwMPhij3HnCV7/mpQHK8xO47/1fgJeAxr+OuaOxAe+B83/MfAvuA73sQa31gJ9AWaAhsAjqWKTMGeML3fAgw3+vvcSViv6Lk5xkYHU+x+8qdBqwGsoA0r+OuxPf9fGADkOJ7fUZV3stqDDXjemCu7/lc4KdlC4hIR6CBqi4HUNXDqnqk9kIMKWLsACLSA/gB8I9aiqsiIsauqp+q6nbf8y+BPMCLfVp7ATtUdZeqHgfm4eL35//1vAb0FxGpxRhDiRi7qr7r9/OcBZxdyzGGUpHvO8BU4EHgaG0GF0FFYr8FmK2q+QCqmleVN7LEUDN+oKr7fM/34z5Ay2oPfC0iC0Vkg4g8JCL1ay/EkCLGLiL1gIeBcbUZWAVU5PteSkR64f7y2lnTgQVxFvCF3+s9vmNBy6hqEVAANKuV6MKrSOz+RgLLajSiiosYu4h0B85R1SW1GVgFVOT73h5oLyIfiEiWiAyoyhvZns9VJCIrgDODnJro/0JVVUSCDf1qAPQBugGfA/OB4cDT0Y20vCjEPgZYqqp7avsP2CjEXnKflsDzwDBVLY5ulKaEiNwMpAGXex1LRfj+6PkL7ncxHjXANSf1w9XSVotIZ1X9urI3MVWgqumhzonIARFpqar7fB9Awapze4CNqrrLd80i4GJqITFEIfZLgD4iMgbXN9JQRA6rasiOvGiJQuyIyOnAEmCiqmbVUKiR7AXO8Xt9tu9YsDJ7RKQB0AT4T+2EF1ZFYkdE0nEJ+3JVPVZLsUUSKfbTgE7Ae74/es4EFovIdaqaU2tRBleR7/se4CNVPQH8W0Q+xSWK7Mq8kTUl1YzFwDDf82HAG0HKZAPfF5GS9u0rga21EFskEWNX1V+q6rmq2hrXnPRcbSSFCogYu4g0BF7HxfxaLcZWVjZwvoi08cU0BBe/P/+v5wbgHfX1KHosYuwi0g34G3BdVdu5a0jY2FW1QFWbq2pr3893Fu5r8DopQMV+ZhbhaguISHNc09KuSr+T1z3tdfGBawdeCWwHVgBNfcfTgDl+5a4CcoHNQCbQMF5i9ys/nNgZlRQxduBm4ASw0e/R1aN4BwGf4vo4JvqOTcF9EAE0Bl4FdgBrgbZef48rEfsK4IDf93ix1zFXNPYyZd8jRkYlVfD7LrimsK2+z5UhVXkfm/lsjDEmgDUlGWOMCWCJwRhjTABLDMYYYwJYYjDGGBPAEoMxxpgAlhiMMcYEsMRgjDEmgCUGY4wxAf4/KSwJ857orcUAAAAASUVORK5CYII=\n", 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\n", 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\n", 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vwSsshPnzO9S0+QRw2mmnYWb8+Mc/7ubgRHomJX/JOIceeujuEwCgE4BIFyj5S0ZqPgE0dwHNnTs36JBEMoqSv2Sslt8AzIwf/ehHQYckkjGU/CWjDR48uFUXkE4AIh2j5C8ZTycAkc5T8pceofkE0HwP4Kqrrgo6JJG0puQvPUbLbwBmxg9/+MOgQxJJW0r+0qMcdthhrbqAdAIQiU7JX3qc5hNAcxfQlVdeGXRIImlHyV96pMhvADoBiLSm5C891pAhQ1rdA7jiiiuCDkkkbSj5S48WeQKYM2dO0CGJpAUlf+nxmk8A48aNA9AJQAQlf8kSkd8ALr/88tYN6ut9WemaGmhogPx8KC6GGTM0Z7D0SEr+kjUOP/zwVjeBL7/8cqiqgrIyePxx32jr1j0bPPwwXHutn3R+4UI/BaVID2HOuaBjiKqkpMRVV1cHHYb0QO+99x6nn346FaNGMe6RR6CpCdr7f2DmZxZbtMjPQCaSxszsNedc3MmuNY2jZJ0jjjiCqpkzGbFkCTQ2tp/4wa9vbIR586C8PDVBinQzJX/JPlVVFN50E3kRSf99YCJQABwIzAF2tGzQfALQN1LpAZKS/M1svJm9bWbrzWxBlPV9zewv4fWrzWxIMj5XpEvKynxXT4TLgIHAJ8AbQCXw28hGTU1+e5EMl3DyN7PewG+ACcBxwIVmdlxEs5nAZufcUcCvgJsT/VyRLqmv9zd3o3T1/F/gfCAXf+U/Hlgb2cg5WL7cTzovksGSceU/AljvnHvPObcNuB+YEtFmCnB3+PcHgTPMzJLw2SKdU1ERc9VV+H+8jcAG4HH8CaANs3b3I5IJkpH8DwE+avH+4/CyqG2cczuABmD/yB2Z2Swzqzaz6k26spLuUFPTejhnC6fir/T3BQYBJcC50Ro2NUFtbXdFKJISaXXD1zm32DlX4pwrKdSDNdIdGhqiLt6Fv8qfBnwJfApsBq6OtZ/Nm7shOJHUSUby3wAc2uL9oPCyqG3MbC8gH/gsCZ8t0jn5+VEXfw58iB/h0xf/tXQGsDzWfgoKuiE4kdRJRvKvAoaa2eFm1ge4AFgW0WYZMD38+zeBZ126Pl0mPVtxMeTmtlk8ADgcKMcP7/wf/E2q4mj7CIWgqKgbgxTpfgkn/3Af/hxgBfAWsMQ5t9bMfm5mk8PN/gDsb2brgblAm+GgIilRWhpz1cPAE0AhcBSQgx+a1oZz7e5HJBMkpbaPc245Ed+QnXM/a/H7VuBbyfgskYQMHOhr9Sxd2ma45/HA8/G2N4OJE1XsTTJeWt3wFUmJhQt9100X7MrN9duLZDglf8k+w4f7Im15eZ3abHtODv8aCvHOvvt2U2AiqaPkL9lp9uw9J4B4zxuaQV4eOf/5nxz5i18wduxYXnvttdTEKdJNVM9fstfs2f5bQFmZL9lg1rrmTyjk7wtMnOi7ekpK+D7Qv39/JkyYwP3338/pp58eWPgiiVDyl+xWUgIPPeRr9VRU+Cd3N2/24/iLivyonoibu+eeey777bcf559/PuXl5Zx33nmBhC6SCCV/EfAJfv78DjcfN24cK1as4Oyzz+bzzz/n0ksv7cbgRJJPyV+ki0444QQqKyv5l3/5FzZt2sTChQtRvULJFLrhK5KAoUOHsmrVKu6//37mzp3Lrl27gg5JpEOU/EUSdPDBB1NZWUlVVRXTp09n+/btQYckEpeSv0gSFBQU8OSTT7J582bOPfdcGhsbgw5JpF1K/iJJkpeXx1//+lcGDBjAWWedxeeffx50SCIxKfmLJFFOTg533XUXo0aNYuzYsWzYEFndXCQ9KPmLJFmvXr1YtGgRF110EWPGjGHdunVBhyTShoZ6inQDM2PBggUMGDCAsWPH8uijj3LiiScGHZbIbkr+It3okksuYf/992f8+PH85S9/4bTTTgs6JBFA3T4i3W7q1KksWbKEb3/72zz88MNBhyMC6MpfJCXGjRvHE088waRJk/jss89UDkICp+QvkiInnngilZWVfOMb3+DTTz9lwYIFKgchgVG3j0gKDR06lBdffJE//elP/PjHP1Y5CAmMkr9Iih188MGsXLmSV199ldLS0ujlIOrr4ZZb4OKL4Zxz/M9bbvGlp0WSwFzEJNbpoqSkxFVXVwcdhki3aWxs5PzzzwdgyZIl5OXlQVWVn1zm8cd9o61b92zQPLnMhAl+cpnhwwOIWtKdmb3mnCuJ105X/iIBaS4H0b9/f8466yy+/OUvYdw4WLrUJ/2WiR/8LGNbt/r148ZBeXkQYUsPoeQvEqCcnBwqKiq4KjeXXvPnQ2Ojv7pvj3O+3bx5OgFIlyn5iwSs12uv8c1XXiEUI+mvA3KBiyNXNJ8A1D0qXaDkLxK0sjKs5cTxES4HYvbuNzX5ewQinaTkLxKk+np/czfGVf/9wH7AGbG2dw6WL9coIOk0JX+RIFVUxFz1BfAz4NZ4+zBrdz8i0Sj5iwSppqbtqJ6wfwVmAoPi7aOpCWprkxyY9HQq7yASpIaGqIvfAJ4G/t7R/WzenKSAJFso+YsEKT8/6uLngfeBweH3W4CdwJvA69E2KChIemjSs6nbRyRIxcWQm9tm8SzgXfw3gDeAHwBnAyui7SMUgqKibgxSeiIlf5EglZZGXZwHHNji1Q8/1r8wWmPnYu5HJBYlf5EgDRzoa/XEKe18HfDHaCvMYOJEKIx6WhCJSclfJGgLF/qumy7Y1rs3O+bPT3JAkg2U/EWCNnw4LFoEeXmd2syFQvz2yCOZ/POf0xBj1JBILEr+Iulg9uw9J4B4s3uZQV4e9stfMqeujiOOOIKTTjqJd999NzWxSo+QUPI3s/5m9pSZrQv/jDrezMx2mtkb4deyRD5TpMeaPRsqK2HqVD8CKLIrKBTyy6dO9e1mz2avvfbitttu4/LLL2f06NGsXLkymNgl4yQ0mYuZ3QJ87py7ycwWAAXOuaujtNvinOvXmX1rMhfJaps2+ZINtbX+Aa6CAj+cs7Q05s3dp556iosvvph///d/Z+bMmSkNV9JHRydzSTT5vw2Mc859YmYHAc87546O0k7JXyQF3n77bc455xwmT57MzTffTO/evYMOSVIsVTN5HeCc+yT8+z+AA2K0yzWzajN7xczOTfAzRSSGo48+mldeeYXXX3+dKVOm8MUXXwQdkqSpuMnfzJ42s7oorykt2zn/FSLW14jDwmei7wD/YWZHxvisWeGTRPUmlagV6ZL+/fuzYsUKBg0axOjRo3n//feDDknSUNzk75w70zk3LMrrb8DGcHcP4Z/1MfaxIfzzPXzZkhNitFvsnCtxzpUU6qEVkS7LycmhvLycWbNmcdJJJ7Fq1aqgQ5I0k2i3zzJgevj36cDfIhuYWYGZ9Q3/PgAYja9PJSLdyMy44ooruOuuu5g2bRp333130CFJGkk0+d8EnGVm64Azw+8xsxIz+324zbFAtZmtAZ4DbnLOKfmLpMj48eOprKzkhhtu4Oqrr2bnzp1BhyRpIKHRPt1Jo31Ekuuzzz7jvPPOIz8/n/vuu49+/To1AE8yRKpG+4hIhth///158sknKSwsZPTo0XzwwQdBhyQBUvIXySJ9+vThjjvuoLS0lJNOOomXX3456JAkIEr+IlnGzPjRj37EHXfcwZQpU/jjH6MWi5YeTtM4imSps88+m2effZbJkyfz1ltvccMNN9Crl64Hs4X+pkWy2LBhw1i9ejUrV67km9/8Jl9++WXQIUmKKPmLZLnCwkKefvpp8vPzGTNmDB999FHQIUkKqNtHROjbty933nknixYtYtSoUTz88MOMHDmybcP6el9ttKYGGhogP99PQj9jhqaSzDAa5y8irSxbtoyZM2fy61//mgsvvNAvrKqCsjJ4/HH/fuvWPRuEQn4S+QkT/JSUw4enPmjZLSUlnbuTkr9IcGpqapg8eTLf+973uO7AA+k1fz40NfkkH4uZPxEsWuQnppFA6CEvEemy4uJiVq9ezT733ce2K6+ExsZWif9+fN2WvYEjgRfAr29shHnzoLw8kLil45T8RSSqAz78kHn/+Ae5EbWAngKuBu4C/hdYCRzRskHzCUDf3NOakr+IRFdWhjU1tVl8LfAzYBQ+gRwSfrXS1OTvEUjaUvIXkbbq6/3N3Yg+/p1ANbAJOAoYBMwB2pwinIPly/1cxJKWlPxFpK2KiqiLNwLbgQfx/fxvAH8HbozW2CzmfiR4Sv4i0lZNTevhnGGh8M8rgIOAAcBcYHm0fTQ1QW1td0UoCVLyF5G2GhqiLi7Ad/VYi2UWtaVX/847bNiwgXQdUp7N9ISviLSVnx9z1Qzgv4DxQA7wK2BSjLZvfPAB3z3xRLZv386wYcMYNmwYRUVFu38vKChIeujSMUr+ItJWcTE89FDUrp9/BT4F/gnIBc4HfhJtH6EQ35g7l43z51NfX09dXR11dXW8/vrr3HPPPdTV1ZGfn7/7ZND889hjjyUUCkXboySRnvAVkbbq6+Gww6Im/w7LzYUPP4xZ82fXrl18+OGH1NbWUltbS11dHbW1taxfv57Bgwe3OikUFRVx5JFH0rt3767HkyoB1z9SeQcRScy0abB0afslHWIxg6lT/beHTtq2bRvvvPPO7pNB88+NGzdyzDHHtOk6OuSQQzBr785DiqRJ/SMlfxFJTFUV20ePJmf79s5vm5cHlZVQEjcHddiWLVtYu3Ztm5PCtm3b2nQdpfx+Qnm5f6o5DeofdTT5q89fRKIqr67m43324YamJnpFedI3prw8n9ySmPgB+vXrx8iRI9uUmg78fkJz4m9sjN+2Zf0jCLQAnq78RaSNO++8k2uvvZbnn3+eI598Mm2uajuq5f2Elt8U1q1b1+Z+wrBhwzjqqKO6dj+hqgrGjWuT+D8HZgJP4p+FKAO+E7ltN3w7AnX7iEgX/elPf2L+/Pk8++yzHH300X5hdbXvz16+3Cf5lt8EmvuzJ070/dlJTmbJtG3bNtatW9fmpPDJJ59wzDHHtDkpxL2fEOO+yIXALuAP+KegzwZeAr7WslEC90Xao+QvIp324IMPcsUVV/D000/zta99rW2DTZv8SJbaWti8GQoKoKgISkszeiavLVu28Oabb7Y5KXz11VetTgbNPwsKCmKOiPoS/zBcHX44LMB38cXvbor84DgjorpCyV9EOuWRRx7hkksu4cknn+Sf//mfgw4nLWzatKnNDea1a9ey7777ct3eezP93XfJiSh5/XdgNNCyI2gRUAk8EvkBoRBcfz3Mn5+0mHXDV0Q6bMWKFcycOZPHHntMib+FwsJCTjvtNE477bTdy5rvJ+w1YwY577zTZpstwL4Ry/Lxcx+0EWD9IyV/kSz33HPP8d3vfpelS5cyXPPvxtWrVy+GDBkC/fpFXd8P+CJi2RfAPrF2uHlz0mLrDBV2E8liq1at4tvf/jYPPPAAJ598ctDhZJYY9Y/+CdgBrGuxbA0RN3tbCqi+kZK/SJZ69dVXmTZtGvfddx9jx44NOpzMU1zsb9hG2BuYhp/t7EvgReBv+Ju+bYRC/oZ5AJT8RbLQ66+/zjnnnMOdd97JWWedFXQ4mam0NOaq3+JnNxuIH/ZZTowrf+fa3U93Up+/SE/RwYJitbW1TJw4kfLyciZNilWMWeIaONDX6okyzr8/sDTe9mb+2YiAhshqqKdIputEQbH/3mcfTj/9dG699VYuuOCCYOLtSWI84dshAT/hq24fkUxWXu6Tz9KlPulHlmBuavLLli5l16mnUjFqFGVlZUr8yTJ8uC9nkZfXue26qf5RZ6jbRyRTdbKgWK+tW7lh1y5yunKVKrE11zHKsPpHuvIXyURVVVET/21ACdAXKI2yWc62bX47dakm1+zZvgtn6lQ/Aiiycmgo5JdPnerbBZz4IcErfzP7FnAdcCwwwjkX9V+UmY0H/hPoDfzeOdemxIWIdEJZWeviamEHAz8FVuBHm0TV1OS3T3JBsaxXUuL/TDOk/lGi3T51+CGtt8dqYGa9gd8AZwEfA1Vmtsw592aCny2Snerr/c3dKN0L08I/q/H/2aJyzlfn3LQprZJRj1FYmNRaPd0loW4f59xbzrm34zQbAax3zr3nnNsG3A9MSeRzRbJaRUXi+zBLzn4kY6Wiz/8Q4KPTD3TVAAAFEUlEQVQW7z8OLxORrqipSWxidQi0oJikh7jdPmb2NHBglFU/cc79LZnBmNksYBbA4MGDk7lrkZ6joSE5+wmooJikh7jJ3zl3ZoKfsQE4tMX7QeFl0T5rMbAY/ENeCX6uSM8Uo6BYpwVUUEzSQyq6faqAoWZ2uJn1AS4AlqXgc0V6phgFxcBXk9wK7Ay/toaXtRFgQTFJDwklfzObamYfAycBj5nZivDyg81sOYBzbgcwBz/67C1giXNubWJhi2SxdgqB3QiE8NMF/jH8+43RGgZYUEzSg2r7iGSiGBOHd0g3TRwu6UG1fUR6soUL2z5F2lGhkN9espqSv0gmyuCCYpIeVNhNJFNlaEExSQ+68hfJZBlYUEzSg678RTJdhhUUk/Sg5C/SU2RIQTFJD+r2ERHJQkr+IiJZSMlfRCQLKfmLiGQhJX8RkSyk5C8ikoWU/EVEspCSv4hIFkrbks5mtgn4IOg4kmAA8GnQQXSzbDhG0HH2ND31OA9zzsV9pDttk39PYWbVHamtncmy4RhBx9nTZMtxxqJuHxGRLKTkLyKShZT8u9/ioANIgWw4RtBx9jTZcpxRqc9fRCQL6cpfRCQLKfknmZn1N7OnzGxd+GdBO233NbOPzey2VMaYqI4co5kdb2Yvm9laM6sxs28HEWtXmNl4M3vbzNab2YIo6/ua2V/C61eb2ZDUR5m4DhznXDN7M/z394yZHRZEnImId4wt2p1nZs7Msmb0j5J/8i0AnnHODQWeCb+P5QZgZUqiSq6OHGMj8D3n3NeA8cB/mNl+KYyxS8ysN/AbYAJwHHChmR0X0WwmsNk5dxTwK+Dm1EaZuA4e59+BEudcMfAgcEtqo0xMB48RM9sH+CGwOrURBkvJP/mmAHeHf78bODdaIzP7OnAA8GSK4kqmuMfonHvHObcu/Pv/A+qBTJhLcASw3jn3nnNuG3A//nhbann8DwJnmJmlMMZkiHuczrnnnHON4bevAINSHGOiOvJ3Cf4i7GZgayqDC5qSf/Id4Jz7JPz7P/AJvhUz6wX8EpiXysCSKO4xtmRmI4A+wLvdHVgSHAJ81OL9x+FlUds453YADcD+KYkueTpynC3NBB7v1oiSL+4xmtmJwKHOucdSGVg60By+XWBmTwMHRln1k5ZvnHPOzKINp7oMWO6c+zhdLxiTcIzN+zkIuBeY7pzbldwoJRXM7GKgBBgbdCzJFL4IuxUoDTiUQCj5d4Fz7sxY68xso5kd5Jz7JJz46qM0Owk4xcwuA/oBfcxsi3OuvfsDKZWEY8TM9gUeA37inHulm0JNtg3AoS3eDwovi9bmYzPbC8gHPktNeEnTkePEzM7En/DHOue+SlFsyRLvGPcBhgHPhy/CDgSWmdlk51x1yqIMiLp9km8ZMD38+3Tgb5ENnHMXOecGO+eG4Lt+7kmnxN8BcY/RzPoAf8Uf24MpjC1RVcBQMzs8fAwX4I+3pZbH/03gWZd5D8zEPU4zOwG4HZjsnIt6gk9z7R6jc67BOTfAOTck/H/xFfyx9vjED0r+3eEm4CwzWwecGX6PmZWY2e8DjSx5OnKM5wOnAqVm9kb4dXww4XZcuA9/DrACeAtY4pxba2Y/N7PJ4WZ/APY3s/XAXNof0ZWWOnicv8B/M30g/PcXeRJMax08xqylJ3xFRLKQrvxFRLKQkr+ISBZS8hcRyUJK/iIiWUjJX0QkCyn5i4hkISV/EZEspOQvIpKF/j+dsV5tUUEdyAAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", 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oojU1Ndx+++2MGDGi6UllRFKMZvISaaWGg8CkSZP44osvuP322xk5cqQOApIWNKSzSCs1DCX92muvMX36dMrKypqeWUwkDSn5i0RhZpx99tm8+uqrPPjgg5SVlTFw4EDmzZvHzp07kx2eSJso+YvEEDq95EMPPcQjjzzCUUcdxdy5c3UQkLSl5C/STA0HgVdeeYWysjIeffRRBg4cqIOApCUlf5EWMjPOPPNMKioqeOSRR3j00UcZMGAAc+bM0UFA0oaSv0grmRlnnHEGFRUVzJgxg1mzZjFgwAAef/xxHQQk5Sn5i7RR6EHg0UcfZfbs2fTv318HAUlpSv4icTRkyBBWr17NzJkzKS8vp3///pSXl+sgIClHD3mJJNDq1auZPHkyH3/8MbfddhujRo1in332af4Gqqv9E8xVVX4qy7w8P7HN2LEtfoJZsoOe8BVJIRUVFUyePJmPPvqoeQeBykqYMgWWLfPvQyevDwTAOT+/QWmpH+1UJEhP+IqkkNNPP51Vq1Yxe/Zs5s2bR79+/XjsscfYsWNH48plZTBkCCxe7JN+aOIHqKvzZYsX+3plZe3xJ0iGiUvyN7PzzWy9mW0ws/ERlncxs6eCy/9oZofH43NF0s1pp53GypUrKS8v54knnqBfv37MmjVrz0GgrAzGjYPaWn923xTnfL1x43QAkBZrc/I3s47Ag8BQYCBwlZkNDKt2LVDjnDsSmAb8uq2fK5LOGg4Cjz/+OPPnz6dfv348e9ttuIbEH+JDYBiQD3wfuBE/Wf1uDQcANZNKC8TjzP94YINzbqNzbjvwJDA8rM5w4PHg6wXAWWaxZuIQyXynnnoqK1asYM6cOXSfMYP6sMQPcAPQE/gcWAtUAA+FV6qr8/cIRJopHsn/B8AnIe8/DZZFrOOc2wlsBbqHb8jMrjezNWa2ZvPmzXEITSQ9nNK3L6d8/TWRBo3+O3AlkIM/8z8f+Et4Jedg6VI/v4FIM6TUDV/n3AznXKFzrrCHurFJNikvj7roZ/jL6VrgM2AZ/gDQiFmT2xEJFY/k/xlwaMj7Q4JlEeuYWScgD/giDp8tkhmqqhr36gk6DX+mvz/+P1chcEmkinV1fkYzkWaIR/KvBPqY2RFm1hkYCSwJq7MEGB18fTmwyqXqAwYiybB1a8TievxZ/qXAt8AWoAa4Jdp2amoSEJxkojYn/2Ab/o3AcuBd4Gnn3F/M7E4zuzhYbRbQ3cw2AL8AGnUHFclqeXkRi78EPsb/B+uCv1E2FlgabTv5+QkITjJRp3hsxDm3lLDvo3PujpDX24Ar4vFZIhmpoAAWLmzU9HMgcARQBowDvsF3myuItI1AwE9eL9IMKXXDVyRrjRkTddHvgBeBHsCRwD74h2XC7dixg68uiXg3QKQRJX+RVNCzpx+rJ8LjL8cAq/Ft/VuAp4HvhdVxZrx98MH88MQTue222/jiC/WnkKYp+YukitJS33TTChYIULhwIZWVlVRXV9OnTx9uueUWqqur4xykZAolf5FUUVQEU6dCbm7L1svN9esVFtK7d29mzJjB2rVr+eabb+jfvz8///nP+cc//pGYmCVtKfmLpJKSkj0HgFgjoJjtSfwlJXstOuyww3jwwQd55513ABg0aBA33ngjn3zySaQtSRZS8hdJNSUlUFEBxcWQk9O4KSgQ8OXFxb5eWOIPdfDBBzNt2jTeffddunbtytFHH83111/P3//+9wT/EZLqNJmLSCrbvNkP2bBunX+AKz/fd+ccM6ZVM3lt2bKF++67j7KyMi6++GJuvfVW+vTpE/ews1qSZ1/TTF4iElVNTQ33338/06dP59xzz2XChAkMHBg+Eru0SIrMvqaZvEQkqvz8fCZOnMgHH3zAoEGDOOOMM7jyyiupqqpKdmjpKQ1nX1PyF8li+++/P6WlpWzcuJETTjiB8847j0suuYQ333wz2aGljzSdfU3JX0To2rUr//Vf/8XGjRs588wzGT58OBdccAFvvPFGskNLbZWVexJ/iFHAQfiRWPsCM8PXS4HZ15T8RWS3QCDATTfdxIYNG7jwwgsZMWIE55xzDq+88kqyQ0tNU6b4Jp0wpfjpN/+FH9L4NqDRtVSSZ19T8heRRnJycigpKeH9999n5MiRjB07liFDhrBy5UpStZNIu6uu9jd3I+yPo/CjsAJY8OeD8EpJnn1NyV9EourcuTPXXnst69ev55prruGGG27g5JNP5sUXX9RBIMasaTcAuUB/fBPQsEiVkjj7mpK/iMTUqVMnrr76av76179y0003MW7cOI4//niWLFmSvQeBJmZfA3gI+Bp4FT8ZT5dIlZI4+5qSv4g0W8eOHRk5ciRVVVWMHz+eO+64g2OPPZaFCxdSX1+f7PDaV5TZ10J1BE4BPsXPyRBRkmZfU/IXkRbr0KEDl112GX/+85+58847+fWvf01BQQHz589n165dLdtYdTX85jcwahRcdJH//ZvfJK0tvCnOOT766COWLFnCuo8/bvZ6O4nQ5t8gSbOv6QlfEWkz5xzLly/nrrvuYsuWLUyYMIF/+7d/o1OnJiYLTJEnYqP59ttvWbduHVVVVVRVVfH222+zbt06unbtSkFBATfW1XHeH/5Apx079lqvGlgFXAgEgBX4Zp/5wMXhHxIIwOTJcPPNcYtbwzuISLtzzvHyyy9z11138fHHH1NaWsrVV19N586d967Y8GBUXV3TD0aZ+QQZYeTSeKmvr+fDDz/cK8lXVVXx2WefMWDAAAoKCjj66KMpKCigoKCAAw880K9YXQ29ejVq998MXA68DdQDvYCbgP8d6cNzcuDjj+M65o+Sv4gk1auvvspdd93F+vXrGT9+PNdccw1dunTZ+4nY5ooydHVLff3117vP5huS/Lp168jLy9sryR999NH06dOn6SsXgEsv9UM2tCaPmvmRWRcubN0fE3WzSv4ikgLeeOMNfvnLX7J27VqmjhjBiLIyLOTBqH3D6tfhu0k+EL6h3Fw/hHVhzLxGfX09Gzdu3CvJV1VV8c9//pOjjjpq91l8w0+3bt1a98dVVvqxelpyIGvQgr+nJZT8RSSlvPnmm+y46CKKPv+cjlHqfAN8H1gKnBa+MMqZ8tatW3cn94afd955h+7du+9O7g1n9EceeSQdO0b79FZK4pVMJM1N/jGuaURE4uO4Qw+N2a1xIdATODXSQueof/55nps1izUffrj7jH7Lli0MGjRod5IfNWoUgwcP5oADDkjAXxFBQwJPkXsYzaXkLyLtoxlPsj4OXI0fDiGS73bsoObee+lw+eWMHj2agoICfvjDH9KhQ5J7rZeU+B5JU6b4IRvM9h7zp6H30rBhvvdSnJt6WkPJX0TaR4wnYj8CKoBZTWwi4BxjjjvOd49MNYWFvkkqzrOvJYqSv4i0jxhPxM7FPw17RKztJOmJ2Gbr0SOu/fYTRU/4ikj7yMtrcvEcYHRztpOkJ2IzjZK/iLSPggL/UFMEfwA+A66ItY1AwDehSJsp+YtI+xgzJuqix/FDIOwXaxvONbkdaT4lfxFpHz17+rF6rHFfnkfwbf5NMvO9ZVLopmk6U/IXkfZTWuqbblojEPDrS1wo+YtI+ykq8g845ea2bL2GJ2JToH98plDyF5H2VVKy5wAQoQkolDOjFvji1luT/kRsplHyF5H2V1LiBzUrLvY9gMKbggIByMnBiot5+qc/5YqVK7NvprAE08BuIpJcMZ6I3bVrF6effjqXXXYZP//5z5MdbcrTqJ4ikjE2btzICSecwMsvv8ygQYOSHU5Ka27yV7OPiKS83r17c/fddzNq1Ci2b9+e7HAygpK/iKSFa665hl69ejFp0qRkh5IR2pT8zaybmb1kZu8Hf0ccdMPMdpnZ2uDPkrZ8pohkJzPj0UcfZfbs2bz22mvJDifttfXMfzyw0jnXB1gZfB9JnXPumOBPownsRUSao2fPnjz88MOMHj2ar7/+OtnhpLW2Jv/h+GE5CP6+pI3bExFp0vDhwznjjDP4xS9+kexQ0lpbk//3nHOfB1//E/helHo5ZrbGzN4wMx0gRKRNpk2bxsqVK1myRK3IrRVzMhczW4GfUznchNA3zjlnZtH6jfZyzn1mZr2BVWa2zjn3QYTPuh64HuCwww6LGbyIZKf99tuPOXPmcMUVV3DiiSfSs2fPZIeUdtrUz9/M1gNDnHOfm9lBwGrnXL8Y65QDzzvnFjRVT/38RSSW0tJS3n33XRYtWoTFGCoiW7RXP/8l7Jl8ZzTwbIRA8s2sS/D1gcDJwF/b+LkiIkyePJkPP/yQ2bNnJzuUtNPW5H83cI6ZvQ+cHXyPmRWa2cxgnQHAGjN7G3gZuNs5p+QvIm3WuXNn5s2bxy233MLGjRuTHU5a0fAOIpL27r33XhYtWsTq1avp2LFjssNJKg3vICJZ42c/+xn77LMPU6dOTXYoaUPJX0TSXocOHSgvL+eee+5h7dq1yQ4nLSj5i0hGOOyww7jnnnsYNWoU27ZtS3Y4KU/JX0QyxqhRoxgwYAC33XZbskNJeUr+IpIxzIyHH36Y+fPn8/LLLyc7nJQW8wlfEZF00r17d2bOnMmYMWOoqqoiLy8Pqqv9bGFVVbB1K+TlQUEBjB0LPXokO+SkUFdPEclIN9xwAz0/+ohJXbrAsmW+MPReQCAAzsHQoVBaCkVFyQk0zprb1VNn/iKSkab160f9ww9TD3SIdJJbV+d/L14My5fD1Kl+YvksoeQvIpmnrIwut97qz+xjcQ5qa2HcOP8+Sw4AuuErIpmlstIn8traiIvfB3KAUeELGg4AWdLcrOQvIpllypQ9TToR/BSI2rpfV+fXzwJK/iKSOaqr/c3dKM09TwIHAGdFW985WLoUNm9OUICpQ8lfRDJHeXnURf8C7gDujbUNsya3kymU/EUkc1RV7d2dM8TtwLXAIbG2UVcH69bFObDUo94+IpI5tm6NWLwWWAH8ubnbqamJU0CpS8lfRDJHXl7E4tXAh0DDzODfALvwUwq+FWmF/Py4h5Zq1OwjIpmjoABychoVXw98gL8CWAv8BLgAWB5pG4EADB6cwCBTg5K/iGSOMWMiFucC3w/52Rff1z/iqD7ORd1OJlHyF5HM0bOnH6vHrMlqk4B5kRaYwbBhWTHYm5K/iGSW0lLfdNMagYBfPwso+YtIZikq8oO05ea2aDUXCPj1CmMOiJkRlPxFJPOUlOw5AMRoAsKM7zp1Yka/frif/KR94ksBSv4ikplKSqCiAoqLfQ+g8KagQMCXFxdjFRXM7NSJe++N+fxvxlA/fxHJXIWFsHChH6unvNw/uVtT4/vxDx7se/X06EFnYMGCBZxwwgkUFRVx2mmnJTnwxFPyF5HM16MH3Hxzk1V69erFnDlzuOqqq1izZg0HHXRQOwWXHGr2EREJOvfcc/nJT37ClVdeyY4dO5IdTkIp+YuIhJgwYQL7778/48ePT3YoCaXkLyISokOHDsydO5dFixbxzDPPJDuchFHyFxEJ061bNxYsWMANN9zA3/72t2SHkxBK/iIiERx77LHcfffdXHrppXzzzTfJDifulPxFRKK49tprOemkk7juuutwUaaGTFdK/iIiTZg+fTrvvfceDzzwQLJDiSv18xcRaUIgEGDBggWcdNJJHHfccZx88snJDikudOYvIhJD7969eeyxxxgxYgSbNm1KdjhxoTN/EZFmuOCCCxg7diwjR47kpZdeolOnYPqsrvZDR1RV+TmE8/L8jGJjx6b0vACWqjcxCgsL3Zo1a5IdhojIbrt27WLo0KG+J9Bll8GUKbBsmV+4bdueioGAnxFs6FA/P0BRUbvFaGZvOudijkut5C8i0gJbtmzh3r59ubO2lk7bt/skH42ZPxBMnepHGW0HzU3+avYREWmBA595hrvq6uj43XexKzsHtbUwbpx/304HgObQDV8RkeaqrIRx4+gY2sQDfAkUA12BXsD/C1+v4QCQQq0ZbUr+ZnaFmf3FzOrNLOplhpmdb2brzWyDmWX2aEkikrmmTIG6ukbFPwU6A5uAJ4AS4C/hlerq/Popoq1n/u8AlwKvRKtgZh2BB4GhwEDgKjMb2MbPFRFpX9XV/uZuWBv/t8BC4C5gX+AU4GJgbvj6zsHSpX5imRRvgPXPAAAHxklEQVTQpuTvnHvXObc+RrXjgQ3OuY3Oue3Ak8DwtnyuiEi7Ky+PWPwe/uZp35Cyo4lw5g/+BnCU7bS39mjz/wHwScj7T4NlIiLpo6pq7+6cQd8A+4eV5QFfR9pGXZ2fSjIFxOztY2YrgO9HWDTBOfdsPIMxs+uB6wEOO+yweG5aRKRttm6NWLwv8K+wsn8B+0XbTk1N/GJqg5jJ3zl3dhs/4zPg0JD3hwTLIn3WDGAG+H7+bfxcEZH4ycuLWNwX2Am8D/QJlr0NHBVtO/n58Y6sVdqj2acS6GNmR5hZZ2AksKQdPldEJH4KCiAnp1FxV3yvlzvwN39/DzwL/HukbQQCMHhwAoNsvrZ29Sw2s0+Bk4AXzGx5sPxgM1sK4JzbCdwILAfeBZ52zkW8FyIikrLGjIm66CGgDugJXAWUEeXM37kmt9Oe2vSEr3NuEbAoQvk/gGEh75cCS9vyWSIiSdWzpx+rZ/HiRt09uwGLY61vBsOGpcxgb3rCV0SkuUpLfdNNawQCfv0UoeQvItJcRUV+kLbc3Jatl5vr1yuMOd5au9HAbiIiLdEwONu4cb7ffoqN6tlcOvMXEWmpkhKoqIDiYt8DKLwpKBDw5cXFvl6KJX7Qmb+ISOsUFsLChX6snvJy/+RuTY3vxz94sO/VkyI3dyNR8hcRaYsePeDmm5MdRYup2UdEJAsp+YuIZCElfxGRLKTkLyKShZT8RUSykJK/iEgWUvIXEclCSv4iIlnIXFPjUiSRmW0GPmrFqgcCW+IcTqIo1sRQrPGXLnGCYu3lnIv5aHHKJv/WMrM1zrnUGTqvCYo1MRRr/KVLnKBYm0vNPiIiWUjJX0QkC2Vi8p+R7ABaQLEmhmKNv3SJExRrs2Rcm7+IiMSWiWf+IiISQ1omfzO7wsz+Ymb1Zhb1TrmZnW9m681sg5mNDyk/wsz+GCx/ysw6JzDWbmb2kpm9H/ydH6HOGWa2NuRnm5ldElxWbmZ/D1l2TDJjDdbbFRLPkpDyVNuvx5jZ68HvSpWZjQhZltD9Gu27F7K8S3AfbQjus8NDlpUGy9eb2XnxjKuVsf7CzP4a3IcrzaxXyLKI34UkxjrGzDaHxHRdyLLRwe/L+2Y2OgVinRYS53tm9lXIssTvV+dc2v0AA4B+wGqgMEqdjsAHQG+gM/A2MDC47GlgZPD1w0BJAmP9DTA++Ho88OsY9bsBXwK5wfflwOXttF+bFSvwTZTylNqvQF+gT/D1wcDnwAGJ3q9NffdC6twAPBx8PRJ4Kvh6YLB+F+CI4HY6JnA/NifWM0K+jyUNsTb1XUhirGOA6RHW7QZsDP7OD77OT2asYfX/A3isPfdrWp75O+fedc6tj1HteGCDc26jc2478CQw3MwMOBNYEKz3OHBJ4qJlePAzmvtZlwPLnHO1CYwpmpbGulsq7lfn3HvOufeDr/8BVAPtMa9exO9eWJ3Q+BcAZwX34XDgSefcd865vwMbgttLWqzOuZdDvo9vAIckMJ6mNGe/RnMe8JJz7kvnXA3wEnB+guKElsd6FTA/gfE0kpbJv5l+AHwS8v7TYFl34Cvn3M6w8kT5nnPu8+DrfwLfi1F/JI2/BL8KXnJPM7MucY9wj+bGmmNma8zsjYbmKVJ8v5rZ8fgzsA9CihO1X6N99yLWCe6zrfh92Jx146mln3ctsCzkfaTvQqI0N9bLgv+uC8zs0BauGy/N/rxgM9oRwKqQ4oTv15Sdw9fMVgDfj7BognPu2faOpylNxRr6xjnnzCxq9yozOwgYDCwPKS7FJ7fO+G5htwB3JjnWXs65z8ysN7DKzNbhk1dcxXm/zgVGO+fqg8Vx3a/ZwMxGAYXA6SHFjb4LzrkPIm+hXTwHzHfOfWdm/wd/dXVmEuNpjpHAAufcrpCyhO/XlE3+zrmz27iJz4BDQ94fEiz7AjjAzDoFz7gaylutqVjNbJOZHeSc+zyYhKqb2NSVwCLn3I6QbTec3X5nZrOBccmO1Tn3WfD3RjNbDfwIWEgK7lcz2x94AX/S8EbItuO6X8NE++5FqvOpmXUC8vDfzeasG0/N+jwzOxt/0D3dOfddQ3mU70Kikn/MWJ1zX4S8nYm/N9Sw7pCwdVfHPcI9WvLvOBL4aWhBe+zXTG72qQT6mO+B0hm/g5c4fzflZXzbOsBoIJFXEkuCn9Gcz2rU7hdMbA1t6pcA7yQgxgYxYzWz/IYmEjM7EDgZ+Gsq7tfgv/siYI5zbkHYskTu14jfvSbivxxYFdyHS4CRwd5ARwB9gD/FMbYWx2pmPwIeAS52zlWHlEf8LiQ51oNC3l4MvBt8vRw4NxhzPnAue19ht3uswXj7429Avx5S1j77NdF3lBPxAxTj29C+AzYBy4PlBwNLQ+oNA97DHzEnhJT3xv+H2gA8A3RJYKzdgZXA+8AKoFuwvBCYGVLvcPyZQYew9VcB6/DJaR6wbzJjBf5XMJ63g7+vTdX9CowCdgBrQ36OaY/9Gum7h29Wujj4Oie4jzYE91nvkHUnBNdbDwxN1D5sQawrgv/PGvbhkljfhSTGOgX4SzCml4H+IeteE9zfG4CxyY41+H4ScHfYeu2yX/WEr4hIFsrkZh8REYlCyV9EJAsp+YuIZCElfxGRLKTkLyKShZT8RUSykJK/iEgWUvIXEclC/x9Z/XG4RWH1uAAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "166\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'C', 7: 'C', 8: 'C', 9: 'S'}\n" + ] + }, + { + "data": { + "image/png": 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\n", 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/MLOjkh3r7ovcvcLdK0YW+tt2ZSUsXAhlZd07rqwsHFdRkZu4RESyIBuJYT1waNz2IVFZO2Y2EbgKmOruO2Ll7r4++vkS8BhwchZiyr3q6r3JIUmzUrxdwO7S0lBfE+iJSJHLRmJoAMaY2ZFmNhiYCbTrXWRmJxOa4Ke6e0tcebmZDYmeHwCcCjyThZjyo7oaVq6E6dNDT6XE5qXSUigp4bnjjuPfTz4Zv/TSwsQpItINGU+77e47zeybwHLCpKK3uHuzmc0HGt19KaHpaChwt4Vv169FPZCOB35lZrsJSepad+89iQFCs9A994S5j2prw4jm1tYwTuHEE6GqimNGjOB//vVfWbRoEV/72tcKHbGISKfMO5kMrlhVVFR4Yy+buvq5557jtNNOY9WqVYwZM6bQ4YhIP2Rmf4vu6XZKI5/z5LjjjmPevHlceOGF7Ny5s9DhiIikpMSQR1//+tcZPnw4C7Qeg4gUMSWGPBowYAC33HILN9xwAw0NDYUOR0QkKSWGPDv44IO5/vrrufDCC9kWtzSoiEixUGIogPPPP5+Kigq+973vFToUEZEOlBgK5IYbbmDp0qUsX7680KGIiLSjxFAgI0aM4De/+Q0XXXQRb7/9dqHDERHZQ4mhgCZMmMD5559PdXU1vXE8iYj0TUoMBfaTn/yE5uZm7rzzzkKHIiICZGFKDMlMSUkJd9xxB2eeeSannXYahx12GLS0hOk1mprCGtPDh4eV42bP1joOIpJzmhKjSFx77bW8ungxNx16KPbgg6Fw+/a9FUpLw8pvZ58d1nOorCxMoCLSa2lKjF7mu/vuy3VPPon/8Y8hIcQnBYC2tlBWVwfjx0NNTUHiFJG+T01JxaCmhgHf/S4lu3d3Xdcdtm2DOXPCttZ3EJEs0xVDoTU0wJw53LBtGxXAEKAqocoK4DigDPgM8CrsTQ59rElNRApPiaHQFiyAtjY+DHwf+GrC7reAGcCPgHcI66J+IbazrS0cLyKSRUoMhdTSAvX14M4M4Fxg/4Qq9wJjgc8DJcDVwNPAcxCalZYtC4sEiYhkiRJDIdXWdlmlGfho3PaHgKOiciCsN53GeURE0qXEUEhNTR17HyV4DxieUDYceDe20dYWlhMVEckSJYZC2rKlyypDga0JZVuBfeMLWluzF5OI9HtZSQxmdpaZrTWzdWZ2ZZL9Q8zs99H+v5rZEXH75kbla83szGzE02sMT7wW6Ggs4Z5CzD+AF6PyPcrLsxqWiPRvGScGMxsI3AicDZwAXGBmJyRUuwhodfejgeuAn0bHngDMJHzOnQXcFJ2vfxg3DkpKANgJbAd2RY/tUdl0YA1wT1Q2HxhH6L4KhBHRJ56Y17BFpG/LxhXDKcA6d3/J3d8H7gKmJdSZBtwaPV8MnG5mFpXf5e473P1lYF10vv6hqmrP02uAUuBa4I7o+TXASEJSuAooB/5KeIH3cG93HhGRTGUjMRwMvB63/UZUlrSOu+8EthB6ZqZzbN81alSY+8iMqwFPeFwdVZtI6J7aBjwGHBGVuxlMmqSJ9UQkq3rNzWczu8TMGs2scVNf6rc/d25oDuqB7WZsuvjiLAckIv1dNhLDeuDQuO1DorKkdcxsEKHH5dtpHguAuy9y9wp3rxjZl74hV1bCwoVQVtatw7ysjEcnT+bkf/s3nnjiiRwFJyL9UTYSQwMwxsyONLPBhJvJSxPqLAVmRc/PAx7xMN/3UmBm1GvpSGAM0P8+5aqr9yYHs87rmkFZGbZwIZOWLuXGG29k8uTJ3HHHHfmJVUT6vIxnV3X3nWb2TWA5MBC4xd2bzWw+0OjuS4H/B9xuZusIU/7MjI5tNrM/AM8QOuF8w913ZRpTr1RdHa4eFiwI01yYhcFrMbH1GCZNCs1PFWFK9WnTpjF69GimTZvG6tWr+clPfsLAgf2nY5eIZJ8W6ilGmzaFaS5Wrw6D18rLQ5fUqqqUN5rfeustzjvvPIYOHcqdd97JsGHD8hqyiBS/dBfqUWLoQz744AMuv/xyVq5cydKlSzn66KMLHZKIFBGt4NYP7bPPPtTU1HDZZZdx6qmnsmLFikKHJCK9kBJDH1RdXc1dd93Fl770Ja6//np641WhiBSOEkMf9ZnPfIZVq1axaNEivva1r/H+++8XOiQR6SWUGPqw0aNHs2rVKjZu3MjEiRPpUwMDRSRnlBj6uH333ZclS5bwqU99isrKSp5++umuDxKRfi3jcQxS/AYMGMA111zDRz7yESZOnMivfvUrZsyYkbxyS0voKtvUFNaLGD48zAI7e7bmZBLpJ9RdtZ9pbGxkxowZXHzxxXz/+99nwIDoorGhIQyuq68P2/Ery8UG1519dhhcV1mZ/8BFJGPqripJVVRU8Ne//pX6+nq+8IUv8I9//ANqamD8eKirCwkhcbnRtrZQVlcX6tXUFCJ0EckTJYZ+6KCDDuLRRx+lrKyMXxx3HLu//W3Yti1cFXTGPdSbM0fJQaQPU2Lop0pKSqj9xjf47saNDIifkwl4BZhEWBjon4BvEiay2iOWHNScJ9InKTH0Y3btteyzc2eH8q8Do4ANwFPASuCmxEptbeGehIj0OUoM/VVLS7jRnKT56GXgfKCEcMVwFtCcWMk9zAKrsREifY4SQ39VW5ty1xWEdaW3EVZNqickhw7MOj2PiPROSgz9VVNTx95HkU8RrhCGEZbUqwDOTVaxrS1MDS4ifYoSQ3+1ZUvS4t2Eq4MZwD+At4BW4HupztPamoPgRKSQlBj6q+HDkxa/A7xG6Ik0BNgfmA0sS3We8vIcBCcihaTE0F+NGwclJR2KDwCOBGoIXVQ3A7cC45Kdo7Q0rCwnIn2KEkN/VVWVcte9wIPASOBoYB/guiT1du3cya4LL8xFdCJSQEoM/dWoUWHuI7MOu04CHiPcW3gL+ANwYEKd3Wb8ad99GTt+PLfddhsffPBBriMWkTzJKDGY2X5m9pCZvRD97NDgbGYnmdlfzKzZzJrM7Atx+2rN7GUzeyp6nJRJPNJNc+eG5qAeGFBayvgHH+Smm26itraWY489lkWLFrFjx44sByki+ZbpFcOVwAp3HwOsiLYTbQO+4u5jCR1efmFmI+L2f8fdT4oeT2UYj3RHZSUsXAhlZd07rqwMFi7EKiuZMGECjzzyCLfffjtLlizh6KOP5vrrr6ctYZoNEek9Mk0M0wj3Jol+duju7u7Pu/sL0fM3gRZC87UUg+rqvckhSbNSO2Z7kgLV1e12nXrqqdTX17NkyRJWrFjB6NGjWbhwIe+9914OgxeRXMg0MRzo7hui53+nY1N0O2Z2CjAYeDGu+MdRE9N1Zjakk2MvMbNGM2vUEpVZVl0NK1fC9Omhp1Ji81JpaSifPj3US0gK8SoqKqirq2P58uU0NDQwevRorrnmGrakGDchIsWny4V6zOxhwpQ5ia4CbnX3EXF1W909acd2MzuIcE9zlrs/Hlf2d0KyWAS86O7zuwpaC/Xk0KZNYZqL1avD4LXy8tAltaqqRyu4PffccyxYsIAHHniA6upqrrjiCvbff/+shy0iXUt3oZ6MVnAzs7XAeHffEPvgd/djk9QbRkgKP3H3xSnONR6Y4+7ndPV7lRh6nxdffJGf/vSn3HPPPVx00UV8+9vf5sADO73ATE5Lj4r0WL5WcFsKzIqezwL+mCSQwcAS4LbEpBAlE8zMCPcn1mQYjxSpo446ikWLFvHkk0/S1tbG8ccfz7e+9S3eeOON9E7Q0AAzZsDhh8O8efDb38L994efV18Nhx0W9jc05PTvEOkPMk0M1wKfNbMXgInRNmZWYWY3R3XOJ8zLVpWkW+pvzWw1sJow6PaaDOORInfYYYdx/fXX09zczD777MO4ceO49NJLefnll1MfpKVHRfIqo6akQlFTUt/x1ltvcd111/HLX/6SKVOm8J//+Z8cc8wxeyvU1ITV4rZtS/+kKXpOifR3+WpKEsnIAQccwI9//GPWrVvHUUcdxamnnsoFF1zAmjVrQrNQkqTwLDABGE6YsmNJ4km19KhIRpQYpCiUl5fzgx/8gJdeeomTTz6ZiRMn8vi0aXjCQLmdhMEz5xBmgl0EfBl4PvGEWnpUpMfUlCRFadsrrzB4zBgGJaxJvQb4OPAuEBuOdwbwL8CPEk9SUgKvvabeSiIRNSVJr1b2hz8waNCgtOo6KbqzaelRkR5RYpDilGLp0WOBUcDPgQ+A/wZWEibk6kBLj4r0iBKDFKcUU2jsA9QBDxCG4/9fQn/oQ1KdR0uPinRbetfqIvmWYulRCKvJrYzb/gR7R1l2oKVHRbpNVwxSnFIsPQrQBGwnNB8tBDYAVUnqfTBoEH8fOZLe2MFCpJCUGKQ4dbL06O3AQYR7DSuAh4Ck0/K6c9Zdd3HUUUdx+eWX89BDD/H+++/nIFiRvkWJQYpTJ0uP/pyw7Oh7QD1hkFsHZuwzbRpPvvEGdXV1HHjggfzwhz9k1KhRnHfeedx6661o+naR5DSOQYpXQ0OY+6g702HElJWFtSMq2nfZ3rhxI8uWLeP+++/n4YcfZuzYsUyZMoUpU6YwduxYrKvFinpCM8JKkcjLtNuFosTQj+RwrqQdO3bw2GOPcf/993PfffdhZpxzzjlMmTKFT3/60wwZknLdqPQ0NITR1/X1YTu++21pKbiHq6K5c8MyqyI5psQgfUcsObS1hQ/TVMzCB24PJtBzd9asWbMnSTQ3NzNx4kSmTJnCpEmTGDVqVNHFLNJdSgzStzQ2hm/fy5aFD9P4OZRi374nTQrfviu6fN93qaWlhfr6eu677z4efvhhjj/++D1NTh/5yEc6b3LSjLBSpJQYpG/K8tKj6dixYwcrV67cczXh7nuanMaPH9++yamT+yJ3Af8HeI0wOK8WOC2+Qor7IiLZosQgkgPuTnNz854ksWbNGk4//XSmTJnC5MmTGXXppWHBoIT/Vw8BFwO/B04hjL0AODi+khlMnw733JOPP0X6ISUGkTzYtGnTnianJ5cvp/m99xiS5P/UJ4CLokenNCOs5JBmVxXJg5EjR/KVr3yFu+++m+fmzmXQPvt0qLMLaAQ2EcZcHAJ8E2jrUBPNCCtFQXMliWTJoOZmSDKyeiNhJtjFwJ8JEwFOIyxw/uPEysU4I6zGYfQ7GSUGM9uP0Gx6BPAKcL67d5jO0sx2AbF3+2vuPjUqP5JwT25/4G/Ahe6uOQukd0oxI2xp9PMywlQeAP9BisQAxTMjbGfjMO69F+bN0ziMPirTpqQrgRXuPoYwbc2VKeq1uftJ0WNqXPlPgevc/WjCLAddNsGKFK0UM8KWE5qP4ju4dja+evGKFZxxxhlcccUV/PrXv2bVqlVs3rw5i4GmoaYm9K6qqwsJIXFtjLa2UFZXF+rV1OQ3PsmpTJuSpgHjo+e3Ao8B30vnQAsdwScAX4w7/mpA7zDpncaNCz2KkiwwNBu4HjiL0JR0HWHd6kReWsqEK66g7JOfpLm5mVWrVvHrX/+aZ599lmHDhjF27FhOOOEExo4du+f5iBEjsvt3dGcchnuoN2dO2C6GcRhq+spYRr2SzGyzu4+InhvQGttOqLcTeIqwlvu17l5nZgcAj0dXC5jZoUC9u3+kq9+rXklSlFpa4PDDkyaGD4BvAXcCJYTFhX4WPW8nRa+k3bt38/rrr9Pc3ExzczPPPPMMzc3N2U8YnYzDeAE4ETgPuCPZsYUeh6EpSLqUte6qZvYwYTxOoquAW+MTgZm1unuHlVHM7GB3X29mo4FHgNOBLXQjMZjZJcAlAIcddtjHXn311a7+NpH8mzEj6TiGtPRgHEM6CSM+aXSZMDqJ/wxCT6rDSZEYCjkOo7dMQVLgq5m8jGMws7XAeHffYGYHAY+5+7FdHFML3A/cQ+jB90/uvtPM/hW42t3P7Or36opBilYOZoTtiR4ljPffT3nFcxdwL3ACsI4UiQEKMw6jN0xBUiRXM+kmBty9xw/C1PhXRs+vBH6WpE45MCR6fgDhivSEaPtuYGb0/JfA19P5vR/72MdcpGjddJN7WZl7+O+e3qOsLByXY7t27fJXXnnFH3jgAf/5z3/uVVVVXllZ6UOHDvUf7buvbx8woENsW8DHgL8OPg/8S539HaWl7j/7Wc7/jj2eeCLTH0SAAAAKtElEQVTpa70d/Kvgh4EPBf8o+LJkr3lDQ+5jjL0fzDp/D5jl/H0ANHo6n+3pVEp5cOhmuiL6sH8Y2C8qrwBujp5/gtBV9eno50Vxx48GniB8Cbk7lkC6eigxSNErog+DdOzatcvfPffcpDFeDn5t9LzLxADuF16Yv8CnT0/6Gr8Xxfoy+C7w+6IE8XLiaz9jRm7jK7IvCekmBk2JIZIreZ4RNmNTpsD997cregr4EvAkMJjQbbDTpiRg+eDBXH7EEZSXlzNixIh2P5OVxX4OHz6cgQMHph9vJzf7kxkHzAM+F1+Yy6avFM2K7xD65f83oQllAXu7Zu6Roxv56TYlaeSzSK5UVIQbsQWYEbZHkozDeIwwcvWwaPs9whQfzwD/m+I0n5o6lbr589m8eTOtra17fra2trJx40aee+65Dvs2b97M1q1bGTp0aMrEkfhz7AMPcLh7WoOxNgLPA2MTd8SmIPnOd9I4SzctWND+y0DkG4Qku5GQeCcDH02Mra0tHF+gCRWVGERybeTI3HzwZFuScRiXADPjqiwkJIqUg41KSyk95RSOP/74bv/63bt3s3Xr1g4JI/7n2rVr92xf9sQTHLljR5fn/YBw1TMLOC5xZ1sbm//8Z/7xxS8ybNgwPvShDzFgQBamkGtpCTeaE1pk/kHodbMGGAp8EpgK3A5cG1/RPVxpbtpUkC8PSgwiElRVhWku4pRFj5ihhLEXKT+q3MN5emDAgAGMGDEi/fEXSZq+Eu0GLiR8Q78hRZ3/feQRvlxZydatW2lra2Po0KEMGzYss8ctt5CsUex5wofuMXFlHwVWJgssl1czXVBiEJFg1KjQZbKTcRhXd3a8Wbhnkq9vuCmmIIlxQlv+RmAZYcR5MhNmzODN224DYNeuXbz77rts3bq108ebb77Jc889l3L/9Zs38+Ukv+s9YFjinwG8myywAk6oqMQgInvNnQvLl/dsHEZpaTg+XzqZggSgGniW0F2yNGkNQswnnrhnc+DAgd27aknBU1zNDAW2JpRtBfZNdaICTaio9RhEZK/KyjDwq6ys67rxYgPG8tm7qpMmq1eBXxFu7v4T4QN5KPDbxIoZNH11xlJczRxDmBfohbiyp0lyUzymvMNEEnmhxCAi7VVX700O1tk8sIT9+R5FHBNr+koS4+GEpqTthOab2ONL8ZVy2fQ1blzoCpvgQ8AM4IeEG9H/A/yRcB+kg4SrmXxSYhCRjqqrQz/66dPDB1xpQmNMaWkonz491CvUrKpz53aMLV25bPrq5CrkJsKcU6OACwg9vJJeMeToaiYduscgIsn1hnEYsaavns6VlKumr05u5O8H1HV1fL5v5Cf+eo18FpFerxhnVy2SCRXjpTvyWU1JItL7FWPTV2+6kZ9ATUki0jcUY9NXLAEV29VMF9SUJCKSa0UyoaIm0RMRKRbFeDXTCSUGEZF86SUTKurms4iItKPEICIi7SgxiIhIO0oMIiLSTkaJwcz2M7OHzOyF6GeHqQDN7DNm9lTcY7uZnRvtqzWzl+P2nZRJPCIikrlMrxiuBFa4+xhgRbTdjrs/6u4nuftJwARgG2Ed7JjvxPa7+1MZxiMiIhnKNDFMA26Nnt8KnNtF/fOAenfvweQhIiKSD5kmhgPdfUP0/O/AgV3Unwn8LqHsx2bWZGbXmdmQDOMREZEMdTklhpk9TFgEKdFVwK3uPiKubqu7J11yyMwOApqAD7v7B3Flfyes1b0IeNHd56c4/hLgkmjzWGBtp4Hn3gHAWwWOoScUd/711tgVd/7lOvbD3b3LIdYZzZVkZmuB8e6+IfqQf8zdj01R91vAWHe/JMX+8cAcdz+nxwHlkZk1pjPnSLFR3PnXW2NX3PlXLLFn2pS0FJgVPZ9FWKUulQtIaEaKkglmZoT7E2syjEdERDKUaWK4Fvismb0ATIy2MbMKM7s5VsnMjgAOBVYmHP9bM1sNrCZcQl2TYTwiIpKhjCbRc/e3gdOTlDcCF8dtvwIcnKTehEx+f4EtKnQAPaS486+3xq64868oYu+V6zGIiEjuaEoMERFpR4mhE+lM+RHV2xU3rcfSuPIjzeyvZrbOzH5vZoOLJW4zO8nM/mJmzdE4ki/E7cvrVCVmdpaZrY1epw6j581sSPT6rYtezyPi9s2Nytea2Zm5jLMHcf+HmT0Tvb4rzOzwuH1J3zP5kkbsVWa2KS7Gi+P2zYreWy+Y2azEYwsc93VxMT9vZpvj9hXsNTezW8ysxcySdrCx4L+iv6vJzP45bl/+X2931yPFA/gZcGX0/ErgpynqvZei/A/AzOj5L4HqYokbOAYYEz3/MLABGBFt1wLn5SnWgcCLwGjCeJangRMS6nwd+GX0fCbw++j5CVH9IcCR0XkGFlHcnwHKoufVsbg7e88UUexVwA1Jjt0PeCn6WR49Ly+WuBPqXwbcUiSv+aeAfwbWpNg/CagHDPg48NdCvt66Yuhcd6f82CPqgjsBWNyT4zPUZdzu/ry7vxA9fxNoAQqxtuApwDp3f8nd3wfuIsQfL/7vWQycHr2+04C73H2Hu78MrIvOVxRxe5gnLDb9y+PAIXmKrSvpvOapnAk85O7vuHsr8BBwVo7iTNTduDt0kS8Ud/8T8E4nVaYBt3nwODAi6s5fkNdbiaFz6U75UWJmjWb2uEUzxwL7A5vdfWe0/QZJemblSLemKjGzUwjfwF6MK87XVCUHA6/HbSd7nfbUiV7PLYTXN51jc6W7v/siwjfCmGTvmXxJN/bPRe+BxWZ2aDePzYW0f3fUbHck8EhccSFf866k+tsK8nr3+zWfrfMpP/ZwdzezVF24Dnf39WY2GngkGpuxJcuhtpOluGODDG8HZrn77qh4Lu2nKvkekHSqEumamX0ZqAA+HVfc4T3j7i8mP0NB3Af8zt13mNnXCFdsval7+Uxgsbvviisr9te8aPT7xODuE1PtM7ONZnaQ753yoyXFOdZHP18ys8eAk4F7CJeDg6JvuYcA64spbjMbBjwAXBVdvsbOHbva2GFmvwHmZCvuJNYTBj/GJHudYnXeMLNBwHDg7TSPzZW0freZTSQk60+7+45YeYr3TL4+pLqM3cMYpZibCfetYseOTzj2saxHmFx3/r1nAt+ILyjwa96VVH9bQV5vNSV1rsspP8ysPNbUYmYHAKcCz3i4c/QoYarxlMfnSDpxDwaWENo1Fyfsy+dUJQ3AGAs9uAYT/kMn9hiJ/3vOAx6JXt+lwMyo19KRwBjgiRzG2q24zexk4FfAVHdviStP+p7JU9yQXuwHxW1OBZ6Nni8Hzoj+hnLgjKgsH9J5r2BmxxFu1P4lrqzQr3lXlgJfiXonfRzYEn1BK8zrXYg79L3lQWjHXgG8ADwM7BeVVwA3R88/QZjS4+no50Vxx48mfFCtA+4GhhRR3F8GPgCeinucFO17JPpb1gB3AENzHO8k4HnCt7erorL5hA9UgJLo9VsXvZ6j4469KjpuLXB2nt8fXcX9MLAx7vVd2tV7pohiXwA0RzE+ChwXd+xXo3+LdcDsYoo72r4auDbhuIK+5oSb4Bui/3NvEO45XQpcGu034Mbo71oNVBTy9dbIZxERaUdNSSIi0o4Sg4iItKPEICIi7SgxiIhIO0oMIiLSjhKDiIi0o8QgIiLtKDGIiEg7/x/Pw9PYOAGhVAAAAABJRU5ErkJggg==\n", 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\n", 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "170\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'C', 7: 'C', 8: 'C', 9: 'C', 10: 'O'}\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# draw all the praphs\n", + "import sys\n", + "import pathlib\n", + "sys.path.insert(0, \"../\")\n", + "\n", + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "\n", + "import networkx as nx\n", + "from pygraph.utils.graphfiles import loadDataset\n", + "\n", + "\n", + "def main(): \n", + " dataset, y = loadDataset(\"../../../../datasets/acyclic/Acyclic/dataset_bps.ds\")\n", + " for idx, graph in enumerate(dataset):\n", + " print(idx)\n", + " print(nx.get_node_attributes(graph, 'label'))\n", + " nx.draw_networkx(graph)\n", + " plt.show()\n", + " \n", + "if __name__ == '__main__':\n", + " main()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.5.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/run_treeletkernel_acyclic.ipynb b/notebooks/run_treeletkernel_acyclic.ipynb new file mode 100644 index 0000000..425930a --- /dev/null +++ b/notebooks/run_treeletkernel_acyclic.ipynb @@ -0,0 +1,635 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " --- This is a regression problem ---\n", + "\n", + "\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- treelet kernel matrix of size 185 built in 50.925347328186035 seconds ---\n", + "[[ 4.00000000e+00 2.60653066e+00 1.00000000e+00 ..., 1.26641655e-14\n", + " 1.26641655e-14 1.26641655e-14]\n", + " [ 2.60653066e+00 6.00000000e+00 1.00000000e+00 ..., 1.26641655e-14\n", + " 1.26641655e-14 1.26641655e-14]\n", + " [ 1.00000000e+00 1.00000000e+00 4.00000000e+00 ..., 3.00000000e+00\n", + " 3.00000000e+00 3.00000000e+00]\n", + " ..., \n", + " [ 1.26641655e-14 1.26641655e-14 3.00000000e+00 ..., 1.80000000e+01\n", + " 1.30548713e+01 8.19020657e+00]\n", + " [ 1.26641655e-14 1.26641655e-14 3.00000000e+00 ..., 1.30548713e+01\n", + " 2.20000000e+01 9.71901120e+00]\n", + " [ 1.26641655e-14 1.26641655e-14 3.00000000e+00 ..., 8.19020657e+00\n", + " 9.71901120e+00 1.60000000e+01]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 2.688029\n", + "With standard deviation: 1.541623\n", + "\n", + " Mean performance on test set: 10.099738\n", + "With standard deviation: 5.035844\n", + "\n", + "\n", + " RMSE_test std_test RMSE_train std_train k_time\n", + "----------- ---------- ------------ ----------- --------\n", + " 10.0997 5.03584 2.68803 1.54162 50.9253\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + "\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- treelet kernel matrix of size 185 built in 49.581383228302 seconds ---\n", + "[[ 4.00000000e+00 2.60653066e+00 1.00000000e+00 ..., 1.26641655e-14\n", + " 1.26641655e-14 1.26641655e-14]\n", + " [ 2.60653066e+00 6.00000000e+00 1.00000000e+00 ..., 1.26641655e-14\n", + " 1.26641655e-14 1.26641655e-14]\n", + " [ 1.00000000e+00 1.00000000e+00 4.00000000e+00 ..., 3.00000000e+00\n", + " 3.00000000e+00 3.00000000e+00]\n", + " ..., \n", + " [ 1.26641655e-14 1.26641655e-14 3.00000000e+00 ..., 1.80000000e+01\n", + " 1.30548713e+01 8.19020657e+00]\n", + " [ 1.26641655e-14 1.26641655e-14 3.00000000e+00 ..., 1.30548713e+01\n", + " 2.20000000e+01 9.71901120e+00]\n", + " [ 1.26641655e-14 1.26641655e-14 3.00000000e+00 ..., 8.19020657e+00\n", + " 9.71901120e+00 1.60000000e+01]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 2.908869\n", + "With standard deviation: 1.267900\n", + "\n", + " Mean performance on test set: 8.307902\n", + "With standard deviation: 3.378376\n", + "\n", + "\n", + " RMSE_test std_test RMSE_train std_train k_time\n", + "----------- ---------- ------------ ----------- --------\n", + " 8.3079 3.37838 2.90887 1.2679 49.5814\n" + ] + } + ], + "source": [ + "%load_ext line_profiler\n", + "\n", + "import sys\n", + "sys.path.insert(0, \"../\")\n", + "from pygraph.utils.utils import kernel_train_test\n", + "from pygraph.kernels.treeletKernel import treeletkernel\n", + "\n", + "datafile = '../../../../datasets/acyclic/Acyclic/dataset_bps.ds'\n", + "kernel_file_path = 'kernelmatrices_path_acyclic/'\n", + "\n", + "kernel_para = dict(node_label = 'atom', edge_label = 'bond_type', labeled = True)\n", + "\n", + "# kernel_train_test(datafile, kernel_file_path, treeletkernel, kernel_para, normalize = False)\n", + "\n", + "kernel_train_test(datafile, kernel_file_path, treeletkernel, kernel_para, normalize = True)\n", + "\n", + "# %lprun -f spkernel \\\n", + "# kernel_train_test(datafile, kernel_file_path, spkernel, kernel_para, normalize = False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# results\n", + "\n", + "# with y normalization\n", + " RMSE_test std_test RMSE_train std_train k_time\n", + "----------- ---------- ------------ ----------- --------\n", + " 8.3079 3.37838 2.90887 1.2679 49.5814\n", + "\n", + "# without y normalization\n", + " RMSE_test std_test RMSE_train std_train k_time\n", + "----------- ---------- ------------ ----------- --------\n", + " 10.0997 5.03584 2.68803 1.54162 50.9253" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'O', 6: 'O'}\n" + ] + }, + { + "data": { + 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " pattern 0: [0, 1, 2, 3, 4, 5, 6, 7]\n", + " treelet 0: ['C', 'C', 'C', 'C', 'C', 'C', 'O', 'O']\n", + "\n", + " pattern 1 : [[4, 0], [4, 1], [5, 4], [6, 2], [6, 5], [7, 3], [7, 5]]\n", + " treelet 1 : ['1C1C', '1C1C', '1C1C', '1C1O', '1C1O', '1C1O', '1C1O']\n", + "\n", + " pattern 2 : [[1, 4, 0], [5, 4, 0], [5, 4, 1], [5, 6, 2], [5, 7, 3], [6, 5, 4], [7, 5, 4], [7, 5, 6]]\n", + " treelet 2 : ['2C1C1C', '2C1C1C', '2C1C1C', '2C1O1C', '2C1O1C', '2C1C1O', '2C1C1O', '2O1C1O']\n", + "\n", + " pattern 3 : [[4, 5, 6, 2], [4, 5, 7, 3], [6, 5, 4, 0], [6, 5, 4, 1], [6, 5, 7, 3], [7, 5, 4, 0], [7, 5, 4, 1], [7, 5, 6, 2]]\n", + " treelet 3 : ['3C1C1O1C', '3C1C1O1C', '3C1C1C1O', '3C1C1C1O', '3C1O1C1O', '3C1C1C1O', '3C1C1C1O', '3C1O1C1O']\n", + "\n", + " pattern 4 : [[2, 6, 5, 4, 0], [2, 6, 5, 4, 1], [3, 7, 5, 4, 0], [3, 7, 5, 4, 1], [3, 7, 5, 6, 2]]\n", + " treelet 4 : ['4C1C1C1O1C', '4C1C1C1O1C', '4C1C1C1O1C', '4C1C1C1O1C', '4C1O1C1O1C']\n", + "\n", + " pattern 5 : []\n", + " treelet 5 : []\n", + "\n", + " pattern 3 star: [[4, 0, 1, 5], [5, 4, 6, 7]]\n", + " treelet 3 star: ['6CC1C1C1', '6CC1O1O1']\n", + "\n", + " pattern 4 star: []\n", + " treelet 4 star: []\n", + "\n", + " pattern 5 star: []\n", + " treelet 5 star: []\n", + "\n", + " pattern 7: [[4, 0, 1, 5, 6], [4, 0, 1, 5, 7], [5, 7, 6, 4, 0], [5, 7, 6, 4, 1], [5, 4, 7, 6, 2], [5, 4, 6, 7, 3]]\n", + " treelet 7: ['7CC1C1C1O1', '7CC1C1C1O1', '7CO1O1C1C1', '7CO1O1C1C1', '7CC1O1O1C1', '7CC1O1O1C1']\n", + "\n", + " pattern 11: []\n", + " treelet 11: []\n", + "\n", + " pattern 10: [[4, 0, 1, 5, 6, 2], [4, 0, 1, 5, 7, 3]]\n", + " treelet 10: ['aCO1C1C1C1C1', 'aCO1C1C1C1C1']\n", + "\n", + " pattern 12: [[4, 0, 1, 5, 7, 6]]\n", + " treelet 12: ['cCC1C1C1O1O1']\n", + "\n", + " pattern 9: [[5, 7, 6, 4, 2, 0], [5, 7, 6, 4, 2, 1], [5, 6, 7, 4, 3, 0], [5, 6, 7, 4, 3, 1], [5, 4, 7, 6, 3, 2]]\n", + " treelet 9: ['9CO1C1O1C1C1', '9CO1C1O1C1C1', '9CO1C1O1C1C1', '9CO1C1O1C1C1', '9CC1O1O1C1C1']\n", + "\n", + " numbers of canonical keys: {'2O1C1O': 1, '7CC1C1C1O1': 2, '7CC1O1O1C1': 2, 'aCO1C1C1C1C1': 2, '2C1C1C': 3, '6CC1C1C1': 1, '9CO1C1O1C1C1': 4, '1C1C': 3, '3C1C1C1O': 4, '4C1C1C1O1C': 4, '7CO1O1C1C1': 2, '2C1C1O': 2, '1C1O': 4, '9CC1O1O1C1C1': 1, '3C1C1O1C': 2, '6CC1O1O1': 1, '2C1O1C': 2, '0O': 2, '4C1O1C1O1C': 1, 'cCC1C1C1O1O1': 1, '0C': 6, '3C1O1C1O': 2}\n", + "\n", + " pattern 0: [0, 1, 2, 3, 4, 5, 6]\n", + " treelet 0: ['C', 'C', 'C', 'C', 'C', 'O', 'O']\n", + "\n", + " pattern 1 : [[2, 0], [3, 1], [5, 2], [5, 4], [6, 3], [6, 4]]\n", + " treelet 1 : ['1C1C', '1C1C', '1C1O', '1C1O', '1C1O', '1C1O']\n", + "\n", + " pattern 2 : [[4, 5, 2], [4, 6, 3], [5, 2, 0], [6, 3, 1], [6, 4, 5]]\n", + " treelet 2 : ['2C1O1C', '2C1O1C', '2C1C1O', '2C1C1O', '2O1C1O']\n", + "\n", + " pattern 3 : [[4, 5, 2, 0], [4, 6, 3, 1], [5, 4, 6, 3], [6, 4, 5, 2]]\n", + " treelet 3 : ['3C1C1O1C', '3C1C1O1C', '3C1O1C1O', '3C1O1C1O']\n", + "\n", + " pattern 4 : [[3, 6, 4, 5, 2], [5, 4, 6, 3, 1], [6, 4, 5, 2, 0]]\n", + " treelet 4 : ['4C1O1C1O1C', '4C1C1O1C1O', '4C1C1O1C1O']\n", + "\n", + " pattern 5 : [[2, 5, 4, 6, 3, 1], [3, 6, 4, 5, 2, 0]]\n", + " treelet 5 : ['5C1C1O1C1O1C', '5C1C1O1C1O1C']\n", + "\n", + " pattern 3 star: []\n", + " treelet 3 star: []\n", + "\n", + " pattern 4 star: []\n", + " treelet 4 star: []\n", + "\n", + " pattern 5 star: []\n", + " treelet 5 star: []\n", + "\n", + " pattern 7: []\n", + " treelet 7: []\n", + "\n", + " pattern 11: []\n", + " treelet 11: []\n", + "\n", + " pattern 10: []\n", + " treelet 10: []\n", + "\n", + " pattern 12: []\n", + " treelet 12: []\n", + "\n", + " pattern 9: []\n", + " treelet 9: []\n", + "\n", + " numbers of canonical keys: {'3C1C1O1C': 2, '2O1C1O': 1, '1C1O': 4, '2C1O1C': 2, '0O': 2, '5C1C1O1C1O1C': 2, '1C1C': 2, '4C1O1C1O1C': 1, '0C': 5, '3C1O1C1O': 2, '4C1C1O1C1O': 2, '2C1C1O': 2}\n" + ] + } + ], + "source": [ + "import sys\n", + "import pathlib\n", + "from collections import Counter\n", + "from itertools import chain\n", + "sys.path.insert(0, \"../\")\n", + "\n", + "import networkx as nx\n", + "import numpy as np\n", + "import time\n", + "\n", + "from sklearn.metrics.pairwise import rbf_kernel, paired_distances\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# main\n", + "import sys\n", + "from collections import Counter\n", + "import networkx as nx\n", + "sys.path.insert(0, \"../\")\n", + "from pygraph.utils.graphfiles import loadDataset\n", + "\n", + "\n", + "def main(): \n", + " dataset, y = loadDataset(\"../../../../datasets/acyclic/Acyclic/dataset_bps.ds\")\n", + " G1 = dataset[15]\n", + " print(nx.get_node_attributes(G1, 'label'))\n", + " nx.draw_networkx(G1)\n", + " plt.show()\n", + " G2 = dataset[57] # 180 double 4, 57, 3, double 3\n", + " print(nx.get_node_attributes(G2, 'label'))\n", + " nx.draw_networkx(G2)\n", + " plt.show()\n", + "\n", + " treeletkernel(G1, G2, labeled = True)\n", + " # Kmatrix = weisfeilerlehmankernel(G1, G2)\n", + " \n", + "def find_paths(G, source_node, length):\n", + " if length == 0:\n", + " return [[source_node]]\n", + " path = [ [source_node] + path for neighbor in G[source_node] \\\n", + " for path in find_paths(G, neighbor, length - 1) if source_node not in path ]\n", + " return path\n", + "\n", + "def find_all_paths(G, length):\n", + " all_paths = []\n", + " for node in G:\n", + " all_paths.extend(find_paths(G, node, length))\n", + " all_paths_r = [ path[::-1] for path in all_paths ]\n", + " \n", + " # remove double direction\n", + " for idx, path in enumerate(all_paths[:-1]):\n", + " for path2 in all_paths_r[idx+1::]:\n", + " if path == path2:\n", + " all_paths[idx] = []\n", + " break\n", + " \n", + " return list(filter(lambda a: a != [], all_paths))\n", + "\n", + "def get_canonkey(G, node_label = 'atom', edge_label = 'bond_type', labeled = True):\n", + " \n", + " patterns = {}\n", + " canonkey = {} # canonical key\n", + " \n", + " ### structural analysis ###\n", + " # linear patterns\n", + " patterns['0'] = G.nodes()\n", + " canonkey['0'] = nx.number_of_nodes(G)\n", + " for i in range(1, 6):\n", + " patterns[str(i)] = find_all_paths(G, i)\n", + " canonkey[str(i)] = len(patterns[str(i)])\n", + " \n", + " # n-star patterns\n", + " patterns['3star'] = [ [node] + [neighbor for neighbor in G[node]] for node in G.nodes() if G.degree(node) == 3 ]\n", + " patterns['4star'] = [ [node] + [neighbor for neighbor in G[node]] for node in G.nodes() if G.degree(node) == 4 ]\n", + " patterns['5star'] = [ [node] + [neighbor for neighbor in G[node]] for node in G.nodes() if G.degree(node) == 5 ] \n", + " # n-star patterns\n", + " canonkey['6'] = len(patterns['3star'])\n", + " canonkey['8'] = len(patterns['4star'])\n", + " canonkey['d'] = len(patterns['5star'])\n", + " \n", + " # pattern 7\n", + " patterns['7'] = []\n", + " for pattern in patterns['3star']:\n", + " for i in range(1, len(pattern)):\n", + " if G.degree(pattern[i]) >= 2:\n", + " pattern_t = pattern[:]\n", + " pattern_t[i], pattern_t[3] = pattern_t[3], pattern_t[i]\n", + " for neighborx in G[pattern[i]]:\n", + " if neighborx != pattern[0]:\n", + " new_pattern = pattern_t + [ neighborx ]\n", + "# new_patterns = [ pattern + [neighbor] for neighbor in G[pattern[i]] if neighbor != pattern[0] ]\n", + " patterns['7'].append(new_pattern)\n", + " canonkey['7'] = len(patterns['7'])\n", + " \n", + " # pattern 11\n", + " patterns['11'] = []\n", + " for pattern in patterns['4star']:\n", + " for i in range(1, len(pattern)):\n", + " if G.degree(pattern[i]) >= 2:\n", + " pattern_t = pattern[:]\n", + " pattern_t[i], pattern_t[4] = pattern_t[4], pattern_t[i]\n", + " for neighborx in G[pattern[i]]:\n", + " if neighborx != pattern[0]:\n", + " new_pattern = pattern_t + [ neighborx ]\n", + "# new_patterns = [ pattern + [neighborx] for neighborx in G[pattern[i]] if neighborx != pattern[0] ]\n", + " patterns['11'].append(new_pattern)\n", + " canonkey['b'] = len(patterns['11'])\n", + " \n", + " # pattern 12\n", + " patterns['12'] = []\n", + " rootlist = []\n", + " for pattern in patterns['3star']:\n", + "# print(pattern)\n", + " if pattern[0] not in rootlist:\n", + " rootlist.append(pattern[0])\n", + " for i in range(1, len(pattern)):\n", + " if G.degree(pattern[i]) >= 3:\n", + " rootlist.append(pattern[i])\n", + " pattern_t = pattern[:]\n", + " pattern_t[i], pattern_t[3] = pattern_t[3], pattern_t[i]\n", + " for neighborx1 in G[pattern[i]]:\n", + " if neighborx1 != pattern[0]:\n", + " for neighborx2 in G[pattern[i]]:\n", + " if neighborx1 > neighborx2 and neighborx2 != pattern[0]:\n", + " new_pattern = pattern_t + [neighborx1] + [neighborx2]\n", + "# new_patterns = [ pattern + [neighborx1] + [neighborx2] for neighborx1 in G[pattern[i]] if neighborx1 != pattern[0] for neighborx2 in G[pattern[i]] if (neighborx1 > neighborx2 and neighborx2 != pattern[0]) ]\n", + " patterns['12'].append(new_pattern)\n", + " canonkey['c'] = int(len(patterns['12']) / 2)\n", + " \n", + " # pattern 9\n", + " patterns['9'] = []\n", + " for pattern in patterns['3star']:\n", + "# print('pattern: ', pattern)\n", + " for pairs in [ [neighbor1, neighbor2] for neighbor1 in G[pattern[0]] if G.degree(neighbor1) >= 2 \\\n", + " for neighbor2 in G[pattern[0]] if G.degree(neighbor2) >= 2 if neighbor1 > neighbor2 ]:\n", + "# print('pairs: ', pairs)\n", + " pattern_t = pattern[:]\n", + "# print('pattern_t: ', pattern_t)\n", + " pattern_t[pattern_t.index(pairs[0])], pattern_t[2] = pattern_t[2], pattern_t[pattern_t.index(pairs[0])]\n", + "# print('pattern_t: ', pattern_t)\n", + " pattern_t[pattern_t.index(pairs[1])], pattern_t[3] = pattern_t[3], pattern_t[pattern_t.index(pairs[1])]\n", + "# print('pattern_t: ', pattern_t)\n", + " for neighborx1 in G[pairs[0]]:\n", + " if neighborx1 != pattern[0]:\n", + " for neighborx2 in G[pairs[1]]:\n", + " if neighborx2 != pattern[0]:\n", + " new_pattern = pattern_t + [neighborx1] + [neighborx2]\n", + "# new_patterns = [ pattern + [neighborx1] + [neighborx2] for neighborx1 in G[pairs[0]] if neighborx1 != pattern[0] for neighborx2 in G[pairs[1]] if neighborx2 != pattern[0] ]\n", + " patterns['9'].append(new_pattern)\n", + " canonkey['9'] = len(patterns['9'])\n", + " \n", + " # pattern 10\n", + " patterns['10'] = []\n", + " for pattern in patterns['3star']: \n", + " for i in range(1, len(pattern)):\n", + " if G.degree(pattern[i]) >= 2:\n", + " for neighborx in G[pattern[i]]:\n", + " if neighborx != pattern[0] and G.degree(neighborx) >= 2:\n", + " pattern_t = pattern[:]\n", + " pattern_t[i], pattern_t[3] = pattern_t[3], pattern_t[i]\n", + " new_patterns = [ pattern_t + [neighborx] + [neighborxx] for neighborxx in G[neighborx] if neighborxx != pattern[i] ]\n", + " patterns['10'].extend(new_patterns)\n", + " canonkey['a'] = len(patterns['10'])\n", + " \n", + " ### labeling information ###\n", + " if labeled == True:\n", + " canonkey_l = {}\n", + " \n", + " # linear patterns\n", + " canonkey_t = Counter(list(nx.get_node_attributes(G, node_label).values()))\n", + " for key in canonkey_t:\n", + " canonkey_l['0' + key] = canonkey_t[key]\n", + " print('\\n pattern 0: ', patterns['0'])\n", + " print(' treelet 0: ', list(nx.get_node_attributes(G, node_label).values()))\n", + " \n", + " for i in range(1, 6):\n", + " treelet = []\n", + " for pattern in patterns[str(i)]:\n", + " canonlist = list(chain.from_iterable((G.node[node][node_label], \\\n", + " G[node][pattern[idx+1]][edge_label]) for idx, node in enumerate(pattern[:-1])))\n", + " canonlist.append(G.node[pattern[-1]][node_label])\n", + " canonkey_t = ''.join(canonlist)\n", + " canonkey_t = canonkey_t if canonkey_t < canonkey_t[::-1] else canonkey_t[::-1]\n", + " treelet.append(str(i) + canonkey_t)\n", + " canonkey_l.update(Counter(treelet))\n", + " print('\\n pattern', i, ': ', patterns[str(i)])\n", + " print(' treelet', i, ': ', treelet)\n", + " \n", + "# print(canonkey_l)\n", + " \n", + " # n-star patterns\n", + " for i in range(3, 6):\n", + " treelet = []\n", + " for pattern in patterns[str(i) + 'star']:\n", + " canonlist = [ G.node[leaf][node_label] + G[leaf][pattern[0]][edge_label] for leaf in pattern[1:] ]\n", + " canonlist.sort()\n", + " canonkey_t = ('d' if i == 5 else str(i * 2)) + G.node[pattern[0]][node_label] + ''.join(canonlist)\n", + " treelet.append(canonkey_t)\n", + " canonkey_l.update(Counter(treelet))\n", + " print('\\n pattern', i, 'star: ', patterns[str(i) + 'star'])\n", + " print(' treelet', i, 'star: ', treelet)\n", + " \n", + " # pattern 7\n", + " treelet = []\n", + " for pattern in patterns['7']:\n", + " canonlist = [ G.node[leaf][node_label] + G[leaf][pattern[0]][edge_label] for leaf in pattern[1:3] ]\n", + " canonlist.sort()\n", + " canonkey_t = '7' + G.node[pattern[0]][node_label] + ''.join(canonlist) \\\n", + " + G.node[pattern[3]][node_label] + G[pattern[3]][pattern[0]][edge_label] \\\n", + " + G.node[pattern[4]][node_label] + G[pattern[4]][pattern[3]][edge_label]\n", + " treelet.append(canonkey_t)\n", + " canonkey_l.update(Counter(treelet))\n", + " print('\\n pattern 7: ', patterns['7'])\n", + " print(' treelet 7: ', treelet)\n", + " \n", + " # pattern 11\n", + " treelet = []\n", + " for pattern in patterns['11']:\n", + " canonlist = [ G.node[leaf][node_label] + G[leaf][pattern[0]][edge_label] for leaf in pattern[1:4] ]\n", + " canonlist.sort()\n", + " canonkey_t = 'b' + G.node[pattern[0]][node_label] + ''.join(canonlist) \\\n", + " + G.node[pattern[4]][node_label] + G[pattern[4]][pattern[0]][edge_label] \\\n", + " + G.node[pattern[5]][node_label] + G[pattern[5]][pattern[4]][edge_label]\n", + " treelet.append(canonkey_t)\n", + " canonkey_l.update(Counter(treelet))\n", + " print('\\n pattern 11: ', patterns['11'])\n", + " print(' treelet 11: ', treelet)\n", + "\n", + " # pattern 10\n", + " treelet = []\n", + " for pattern in patterns['10']:\n", + " canonkey4 = G.node[pattern[5]][node_label] + G[pattern[5]][pattern[4]][edge_label]\n", + " canonlist = [ G.node[leaf][node_label] + G[leaf][pattern[0]][edge_label] for leaf in pattern[1:3] ]\n", + " canonlist.sort()\n", + " canonkey0 = ''.join(canonlist)\n", + " canonkey_t = 'a' + G.node[pattern[3]][node_label] \\\n", + " + G.node[pattern[4]][node_label] + G[pattern[4]][pattern[3]][edge_label] \\\n", + " + G.node[pattern[0]][node_label] + G[pattern[0]][pattern[3]][edge_label] \\\n", + " + canonkey4 + canonkey0\n", + "# canonkey_t = 'a' + G.node[pattern[0]][node_label] + ''.join(canonlist) \\\n", + "# + G.node[pattern[3]][node_label] + G[pattern[3]][pattern[0]][edge_label] \\\n", + "# + G.node[pattern[4]][node_label] + G[pattern[4]][pattern[3]][edge_label]\n", + " treelet.append(canonkey_t)\n", + " canonkey_l.update(Counter(treelet))\n", + " print('\\n pattern 10: ', patterns['10'])\n", + " print(' treelet 10: ', treelet)\n", + " \n", + " # pattern 12\n", + " treelet = []\n", + " for pattern in patterns['12']:\n", + " canonlist0 = [ G.node[leaf][node_label] + G[leaf][pattern[0]][edge_label] for leaf in pattern[1:3] ]\n", + " canonlist0.sort()\n", + " canonlist3 = [ G.node[leaf][node_label] + G[leaf][pattern[3]][edge_label] for leaf in pattern[4:6] ]\n", + " canonlist3.sort()\n", + " canonkey_t1 = 'c' + G.node[pattern[0]][node_label] \\\n", + " + ''.join(canonlist0) \\\n", + " + G.node[pattern[3]][node_label] + G[pattern[3]][pattern[0]][edge_label] \\\n", + " + ''.join(canonlist3)\n", + " \n", + " canonkey_t2 = 'c' + G.node[pattern[3]][node_label] \\\n", + " + ''.join(canonlist3) \\\n", + " + G.node[pattern[0]][node_label] + G[pattern[0]][pattern[3]][edge_label] \\\n", + " + ''.join(canonlist0)\n", + " \n", + " treelet.append(canonkey_t1 if canonkey_t1 < canonkey_t2 else canonkey_t2)\n", + " canonkey_l.update(Counter(treelet))\n", + " print('\\n pattern 12: ', patterns['12'])\n", + " print(' treelet 12: ', treelet)\n", + " \n", + " # pattern 9\n", + " treelet = []\n", + " for pattern in patterns['9']:\n", + " canonkey2 = G.node[pattern[4]][node_label] + G[pattern[4]][pattern[2]][edge_label]\n", + " canonkey3 = G.node[pattern[5]][node_label] + G[pattern[5]][pattern[3]][edge_label]\n", + " prekey2 = G.node[pattern[2]][node_label] + G[pattern[2]][pattern[0]][edge_label]\n", + " prekey3 = G.node[pattern[3]][node_label] + G[pattern[3]][pattern[0]][edge_label]\n", + " if prekey2 + canonkey2 < prekey3 + canonkey3:\n", + " canonkey_t = G.node[pattern[1]][node_label] + G[pattern[1]][pattern[0]][edge_label] \\\n", + " + prekey2 + prekey3 + canonkey2 + canonkey3\n", + " else:\n", + " canonkey_t = G.node[pattern[1]][node_label] + G[pattern[1]][pattern[0]][edge_label] \\\n", + " + prekey3 + prekey2 + canonkey3 + canonkey2\n", + " treelet.append('9' + G.node[pattern[0]][node_label] + canonkey_t)\n", + " canonkey_l.update(Counter(treelet))\n", + " print('\\n pattern 9: ', patterns['9'])\n", + " print(' treelet 9: ', treelet)\n", + " \n", + "\n", + " \n", + " \n", + " print('\\n numbers of canonical keys: ', canonkey_l)\n", + " \n", + " \n", + " return canonkey_l\n", + " \n", + " return canonkey\n", + " \n", + "\n", + "def treeletkernel(*args, node_label = 'atom', edge_label = 'bond_type', labeled = True):\n", + " if len(args) == 1: # for a list of graphs\n", + " Gn = args[0]\n", + " Kmatrix = np.zeros((len(Gn), len(Gn)))\n", + "\n", + " start_time = time.time()\n", + " \n", + " for i in range(0, len(Gn)):\n", + " print(i)\n", + " for j in range(i, len(Gn)):\n", + " Kmatrix[i][j] = treeletkernel(Gn[i], Gn[j], labeled = labeled, node_label = node_label, edge_label = edge_label)\n", + " Kmatrix[j][i] = Kmatrix[i][j]\n", + "\n", + " run_time = time.time() - start_time\n", + " print(\"\\n --- treelet kernel matrix of size %d built in %s seconds ---\" % (len(Gn), run_time))\n", + " \n", + " return Kmatrix, run_time\n", + " \n", + " else: # for only 2 graphs\n", + " \n", + " G1 = args[0]\n", + " G = args[1]\n", + " kernel = 0\n", + " \n", + "# start_time = time.time()\n", + " \n", + " \n", + " canonkey2 = get_canonkey(G, node_label = node_label, edge_label = edge_label, labeled = labeled)\n", + " canonkey1 = get_canonkey(G1, node_label = node_label, edge_label = edge_label, labeled = labeled)\n", + " \n", + " keys = set(canonkey1.keys()) & set(canonkey2.keys()) # find same canonical keys in both graphs\n", + " vector1 = np.matrix([ (canonkey1[key] if (key in canonkey1.keys()) else 0) for key in keys ])\n", + "# print(vector1)\n", + " vector2 = np.matrix([ (canonkey2[key] if (key in canonkey2.keys()) else 0) for key in keys ]) \n", + " kernel = np.sum(np.exp(- np.square(vector1 - vector2) / 2))\n", + "# print(vector2)\n", + " \n", + " # labeling information\n", + " \n", + " # equal keys and graph isomorphism\n", + " \n", + "\n", + "# run_time = time.time() - start_time\n", + "# print(\"\\n --- treelet kernel built in %s seconds ---\" % (run_time))\n", + " \n", + "# print(kernel)\n", + " return kernel#, run_time\n", + " \n", + "if __name__ == '__main__':\n", + " main()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.5.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/run_weisfeilerLehmankernel_acyclic.ipynb b/notebooks/run_weisfeilerLehmankernel_acyclic.ipynb new file mode 100644 index 0000000..1665c60 --- /dev/null +++ b/notebooks/run_weisfeilerLehmankernel_acyclic.ipynb @@ -0,0 +1,1970 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " --- This is a regression problem ---\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 0.0 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 0.38979601860046387 seconds ---\n", + "[[ 5. 6. 4. ..., 20. 20. 20.]\n", + " [ 6. 8. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 5. ..., 21. 21. 21.]\n", + " ..., \n", + " [ 20. 20. 21. ..., 101. 101. 101.]\n", + " [ 20. 20. 21. ..., 101. 101. 101.]\n", + " [ 20. 20. 21. ..., 101. 101. 101.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 17.681582\n", + "With standard deviation: 0.713183\n", + "\n", + " Mean performance on test set: 15.685879\n", + "With standard deviation: 4.139197\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 1.0 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 0.8205692768096924 seconds ---\n", + "[[ 10. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 16. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 10. ..., 22. 22. 24.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 130. 130. 122.]\n", + " [ 20. 20. 22. ..., 130. 130. 122.]\n", + " [ 20. 20. 24. ..., 122. 122. 154.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 6.270014\n", + "With standard deviation: 0.654734\n", + "\n", + " Mean performance on test set: 7.550458\n", + "With standard deviation: 2.331786\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 2.0 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 1.375309705734253 seconds ---\n", + "[[ 15. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 24. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 15. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 159. 151. 124.]\n", + " [ 20. 20. 22. ..., 151. 153. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 185.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 4.450682\n", + "With standard deviation: 0.882129\n", + "\n", + " Mean performance on test set: 9.728466\n", + "With standard deviation: 2.057669\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 3.0 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 1.8636789321899414 seconds ---\n", + "[[ 20. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 32. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 20. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 188. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 168. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 202.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 2.270586\n", + "With standard deviation: 0.481516\n", + "\n", + " Mean performance on test set: 11.296110\n", + "With standard deviation: 2.799944\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 4.0 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 2.5077457427978516 seconds ---\n", + "[[ 25. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 40. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 25. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 217. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 183. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 213.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 1.074035\n", + "With standard deviation: 0.637823\n", + "\n", + " Mean performance on test set: 12.808303\n", + "With standard deviation: 3.446939\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 5.0 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 2.8235607147216797 seconds ---\n", + "[[ 30. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 48. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 30. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 246. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 198. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 224.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.700602\n", + "With standard deviation: 0.572640\n", + "\n", + " Mean performance on test set: 14.017923\n", + "With standard deviation: 3.675042\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 6.0 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 3.458494186401367 seconds ---\n", + "[[ 35. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 56. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 35. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 275. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 213. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 235.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691515\n", + "With standard deviation: 0.564620\n", + "\n", + " Mean performance on test set: 14.918434\n", + "With standard deviation: 3.805352\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 7.0 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 3.861224889755249 seconds ---\n", + "[[ 40. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 64. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 40. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 304. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 228. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 246.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691516\n", + "With standard deviation: 0.564620\n", + "\n", + " Mean performance on test set: 15.629476\n", + "With standard deviation: 3.865387\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 8.0 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 4.295838117599487 seconds ---\n", + "[[ 45. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 72. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 45. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 333. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 243. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 257.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691515\n", + "With standard deviation: 0.564620\n", + "\n", + " Mean performance on test set: 16.214369\n", + "With standard deviation: 3.928756\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 9.0 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 5.008287668228149 seconds ---\n", + "[[ 50. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 80. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 50. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 362. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 258. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 268.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691515\n", + "With standard deviation: 0.564620\n", + "\n", + " Mean performance on test set: 16.725744\n", + "With standard deviation: 3.993095\n", + "\n", + "\n", + " #--- calculating kernel matrix when height = 10.0 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 5.347799301147461 seconds ---\n", + "[[ 55. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 88. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 55. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 391. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 273. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 279.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691516\n", + "With standard deviation: 0.564621\n", + "\n", + " Mean performance on test set: 17.186401\n", + "With standard deviation: 4.056724\n", + "\n", + "\n", + " height RMSE_test std_test RMSE_train std_train k_time\n", + "-------- ----------- ---------- ------------ ----------- --------\n", + " 0 15.6859 4.1392 17.6816 0.713183 0.389796\n", + " 1 7.55046 2.33179 6.27001 0.654734 0.820569\n", + " 2 9.72847 2.05767 4.45068 0.882129 1.37531\n", + " 3 11.2961 2.79994 2.27059 0.481516 1.86368\n", + " 4 12.8083 3.44694 1.07403 0.637823 2.50775\n", + " 5 14.0179 3.67504 0.700602 0.57264 2.82356\n", + " 6 14.9184 3.80535 0.691515 0.56462 3.45849\n", + " 7 15.6295 3.86539 0.691516 0.56462 3.86122\n", + " 8 16.2144 3.92876 0.691515 0.56462 4.29584\n", + " 9 16.7257 3.9931 0.691515 0.56462 5.00829\n", + " 10 17.1864 4.05672 0.691516 0.564621 5.3478\n" + ] + } + ], + "source": [ + "%load_ext line_profiler\n", + "\n", + "import numpy as np\n", + "import sys\n", + "sys.path.insert(0, \"../\")\n", + "from pygraph.utils.utils import kernel_train_test\n", + "from pygraph.kernels.weisfeilerLehmanKernel import weisfeilerlehmankernel, _wl_subtreekernel_do\n", + "\n", + "datafile = '../../../../datasets/acyclic/Acyclic/dataset_bps.ds'\n", + "kernel_file_path = 'kernelmatrices_weisfeilerlehman_subtree_acyclic/'\n", + "\n", + "kernel_para = dict(node_label = 'atom', edge_label = 'bond_type')\n", + "\n", + "kernel_train_test(datafile, kernel_file_path, weisfeilerlehmankernel, kernel_para, \\\n", + " hyper_name = 'height', hyper_range = np.linspace(0, 10, 11), normalize = False)\n", + "\n", + "# %lprun -f _wl_subtreekernel_do \\\n", + "# kernel_train_test(datafile, kernel_file_path, weisfeilerlehmankernel, kernel_para, \\\n", + "# hyper_name = 'height', hyper_range = np.linspace(0, 10, 11), normalize = False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# results\n", + "\n", + "# with y normalization\n", + " height RMSE_test std_test RMSE_train std_train k_time\n", + "-------- ----------- ---------- ------------ ----------- --------\n", + " 0 36.2108 7.33179 38.6059 1.57064 0.379475\n", + " 1 9.00098 6.37145 6.76379 1.96568 0.844898\n", + " 2 19.8113 4.04911 5.28757 1.81899 1.35308\n", + " 3 25.0455 4.94276 2.3274 0.805733 1.81136\n", + " 4 28.2255 6.5212 0.85156 0.423465 2.23098\n", + " 5 30.6354 6.73647 3.35947 8.17561 2.71575\n", + " 6 32.1027 6.85601 3.54105 8.71922 3.11459\n", + " 7 32.9709 6.89606 6.94372 9.94045 3.55571\n", + " 8 33.5112 6.90753 6.97339 9.76975 3.79657\n", + " 9 33.8502 6.91427 11.8345 11.6213 4.41555\n", + " 10 34.0963 6.93115 11.4257 11.2624 4.94888\n", + "\n", + "# without y normalization\n", + " height RMSE_test std_test RMSE_train std_train k_time\n", + "-------- ----------- ---------- ------------ ----------- --------\n", + " 0 15.6859 4.1392 17.6816 0.713183 0.360443\n", + " 1 7.55046 2.33179 6.27001 0.654734 0.837389\n", + " 2 9.72847 2.05767 4.45068 0.882129 1.25317\n", + " 3 11.2961 2.79994 2.27059 0.481516 1.79971\n", + " 4 12.8083 3.44694 1.07403 0.637823 2.35346\n", + " 5 14.0179 3.67504 0.700602 0.57264 2.78285\n", + " 6 14.9184 3.80535 0.691515 0.56462 3.20764\n", + " 7 15.6295 3.86539 0.691516 0.56462 3.71648\n", + " 8 16.2144 3.92876 0.691515 0.56462 3.99213\n", + " 9 16.7257 3.9931 0.691515 0.56462 4.26315\n", + " 10 17.1864 4.05672 0.691516 0.564621 5.00918" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "- This script take as input a kernel matrix\n", + "and returns the classification or regression performance\n", + "- The kernel matrix can be calculated using any of the graph kernels approaches\n", + "- The criteria used for prediction are SVM for classification and kernel Ridge regression for regression\n", + "- For predition we divide the data in training, validation and test. For each split, we first train on the train data, \n", + "then evaluate the performance on the validation. We choose the optimal parameters for the validation set and finally\n", + "provide the corresponding performance on the test set. If more than one split is performed, the final results \n", + "correspond to the average of the performances on the test sets. \n", + "\n", + "@references\n", + " Elisabetta Ghisu, https://github.com/eghisu/GraphKernels/blob/master/GraphKernelsCollection/python_scripts/compute_perf_gk.py\n", + "\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 0 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 0.3920705318450928 seconds ---\n", + "[[ 5. 6. 4. ..., 20. 20. 20.]\n", + " [ 6. 8. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 5. ..., 21. 21. 21.]\n", + " ..., \n", + " [ 20. 20. 21. ..., 101. 101. 101.]\n", + " [ 20. 20. 21. ..., 101. 101. 101.]\n", + " [ 20. 20. 21. ..., 101. 101. 101.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 17.681582\n", + "With standard deviation: 0.713183\n", + "\n", + " Mean performance on test set: 15.685879\n", + "With standard deviation: 4.139197\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 1 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 0.8578901290893555 seconds ---\n", + "[[ 10. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 16. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 10. ..., 22. 22. 24.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 130. 130. 122.]\n", + " [ 20. 20. 22. ..., 130. 130. 122.]\n", + " [ 20. 20. 24. ..., 122. 122. 154.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 6.270014\n", + "With standard deviation: 0.654734\n", + "\n", + " Mean performance on test set: 7.550458\n", + "With standard deviation: 2.331786\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 2 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 1.264050006866455 seconds ---\n", + "[[ 15. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 24. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 15. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 159. 151. 124.]\n", + " [ 20. 20. 22. ..., 151. 153. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 185.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 4.450682\n", + "With standard deviation: 0.882129\n", + "\n", + " Mean performance on test set: 9.728466\n", + "With standard deviation: 2.057669\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 3 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 1.731236219406128 seconds ---\n", + "[[ 20. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 32. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 20. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 188. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 168. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 202.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 2.270586\n", + "With standard deviation: 0.481516\n", + "\n", + " Mean performance on test set: 11.296110\n", + "With standard deviation: 2.799944\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 4 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 2.1112847328186035 seconds ---\n", + "[[ 25. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 40. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 25. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 217. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 183. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 213.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 1.074035\n", + "With standard deviation: 0.637823\n", + "\n", + " Mean performance on test set: 12.808303\n", + "With standard deviation: 3.446939\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 5 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 2.4751319885253906 seconds ---\n", + "[[ 30. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 48. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 30. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 246. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 198. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 224.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.700602\n", + "With standard deviation: 0.572640\n", + "\n", + " Mean performance on test set: 14.017923\n", + "With standard deviation: 3.675042\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 6 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 2.8712213039398193 seconds ---\n", + "[[ 35. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 56. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 35. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 275. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 213. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 235.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691515\n", + "With standard deviation: 0.564620\n", + "\n", + " Mean performance on test set: 14.918434\n", + "With standard deviation: 3.805352\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 7 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 3.554422378540039 seconds ---\n", + "[[ 40. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 64. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 40. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 304. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 228. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 246.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691516\n", + "With standard deviation: 0.564620\n", + "\n", + " Mean performance on test set: 15.629476\n", + "With standard deviation: 3.865387\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 8 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 3.8757314682006836 seconds ---\n", + "[[ 45. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 72. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 45. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 333. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 243. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 257.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691515\n", + "With standard deviation: 0.564620\n", + "\n", + " Mean performance on test set: 16.214369\n", + "With standard deviation: 3.928756\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 9 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 4.205373764038086 seconds ---\n", + "[[ 50. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 80. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 50. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 362. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 258. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 268.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691515\n", + "With standard deviation: 0.564620\n", + "\n", + " Mean performance on test set: 16.725744\n", + "With standard deviation: 3.993095\n", + "\n", + "\n", + " #--- calculating kernel matrix when subtree height = 10 ---#\n", + "\n", + " Loading dataset from file...\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " --- Weisfeiler-Lehman subtree kernel matrix of size 185 built in 4.737298250198364 seconds ---\n", + "[[ 55. 10. 4. ..., 20. 20. 20.]\n", + " [ 10. 88. 4. ..., 20. 20. 20.]\n", + " [ 4. 4. 55. ..., 22. 22. 26.]\n", + " ..., \n", + " [ 20. 20. 22. ..., 391. 159. 124.]\n", + " [ 20. 20. 22. ..., 159. 273. 124.]\n", + " [ 20. 20. 26. ..., 124. 124. 279.]]\n", + "\n", + " Saving kernel matrix to file...\n", + "\n", + " Mean performance on train set: 0.691516\n", + "With standard deviation: 0.564621\n", + "\n", + " Mean performance on test set: 17.186401\n", + "With standard deviation: 4.056724\n", + "\n", + "\n", + " height RMSE_test std_test RMSE_train std_train k_time\n", + "-------- ----------- ---------- ------------ ----------- --------\n", + " 0 15.6859 4.1392 17.6816 0.713183 0.392071\n", + " 1 7.55046 2.33179 6.27001 0.654734 0.85789\n", + " 2 9.72847 2.05767 4.45068 0.882129 1.26405\n", + " 3 11.2961 2.79994 2.27059 0.481516 1.73124\n", + " 4 12.8083 3.44694 1.07403 0.637823 2.11128\n", + " 5 14.0179 3.67504 0.700602 0.57264 2.47513\n", + " 6 14.9184 3.80535 0.691515 0.56462 2.87122\n", + " 7 15.6295 3.86539 0.691516 0.56462 3.55442\n", + " 8 16.2144 3.92876 0.691515 0.56462 3.87573\n", + " 9 16.7257 3.9931 0.691515 0.56462 4.20537\n", + " 10 17.1864 4.05672 0.691516 0.564621 4.7373\n" + ] + } + ], + "source": [ + "# test of WL subtree kernel\n", + "\n", + "\"\"\"\n", + "- This script take as input a kernel matrix\n", + "and returns the classification or regression performance\n", + "- The kernel matrix can be calculated using any of the graph kernels approaches\n", + "- The criteria used for prediction are SVM for classification and kernel Ridge regression for regression\n", + "- For predition we divide the data in training, validation and test. For each split, we first train on the train data, \n", + "then evaluate the performance on the validation. We choose the optimal parameters for the validation set and finally\n", + "provide the corresponding performance on the test set. If more than one split is performed, the final results \n", + "correspond to the average of the performances on the test sets. \n", + "\n", + "@references\n", + " Elisabetta Ghisu, https://github.com/eghisu/GraphKernels/blob/master/GraphKernelsCollection/python_scripts/compute_perf_gk.py\n", + "\"\"\"\n", + "\n", + "print(__doc__)\n", + "\n", + "import sys\n", + "import os\n", + "import pathlib\n", + "from collections import OrderedDict\n", + "sys.path.insert(0, \"../\")\n", + "from tabulate import tabulate\n", + "\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from pygraph.kernels.weisfeilerLehmanKernel import weisfeilerlehmankernel\n", + "from pygraph.utils.graphfiles import loadDataset\n", + "from pygraph.utils.utils import split_train_test\n", + "\n", + "train_means_list = []\n", + "train_stds_list = []\n", + "test_means_list = []\n", + "test_stds_list = []\n", + "kernel_time_list = []\n", + "\n", + "for height in np.linspace(0, 10, 11):\n", + " print('\\n\\n #--- calculating kernel matrix when subtree height = %d ---#' % height)\n", + "\n", + " print('\\n Loading dataset from file...')\n", + " dataset, y = loadDataset(\"../../../../datasets/acyclic/Acyclic/dataset_bps.ds\")\n", + " y = np.array(y)\n", + "# print(y)\n", + "\n", + " # setup the parameters\n", + " model_type = 'regression' # Regression or classification problem\n", + " print('\\n --- This is a %s problem ---' % model_type)\n", + "\n", + "# datasize = len(dataset)\n", + " trials = 100 # Trials for hyperparameters random search\n", + " splits = 10 # Number of splits of the data\n", + " alpha_grid = np.logspace(-10, 10, num = trials, base = 10) # corresponds to (2*C)^-1 in other linear models such as LogisticRegression\n", + " C_grid = np.logspace(-10, 10, num = trials, base = 10)\n", + "\n", + "\n", + " # set the output path\n", + " kernel_file_path = 'kernelmatrices_weisfeilerlehman_subtree_acyclic/'\n", + " if not os.path.exists(kernel_file_path):\n", + " os.makedirs(kernel_file_path)\n", + "\n", + " \"\"\"\n", + " - Here starts the main program\n", + " - First we permute the data, then for each split we evaluate corresponding performances\n", + " - In the end, the performances are averaged over the test sets\n", + " \"\"\"\n", + "\n", + " # save kernel matrices to files / read kernel matrices from files\n", + " kernel_file = kernel_file_path + 'km.ds'\n", + " path = pathlib.Path(kernel_file)\n", + " # get train set kernel matrix\n", + " if path.is_file():\n", + " print('\\n Loading the kernel matrix from file...')\n", + " Kmatrix = np.loadtxt(kernel_file)# results\n", + " print(Kmatrix)\n", + " else:\n", + " print('\\n Calculating kernel matrix, this could take a while...')\n", + " Kmatrix, run_time = weisfeilerlehmankernel(dataset, node_label = 'atom', height = int(height))\n", + " kernel_time_list.append(run_time)\n", + " print(Kmatrix)\n", + " print('\\n Saving kernel matrix to file...')\n", + " # np.savetxt(kernel_file, Kmatrix)\n", + "\n", + " train_mean, train_std, test_mean, test_std = \\\n", + " split_train_test(Kmatrix, y, alpha_grid, C_grid, splits, trials, model_type, normalize = False)\n", + " \n", + " train_means_list.append(train_mean)\n", + " train_stds_list.append(train_std)\n", + " test_means_list.append(test_mean)\n", + " test_stds_list.append(test_std)\n", + " \n", + "print('\\n') \n", + "table_dict = {'height': np.linspace(0, 10, 11), 'RMSE_test': test_means_list, 'std_test': test_stds_list, \\\n", + " 'RMSE_train': train_means_list, 'std_train': train_stds_list, 'k_time': kernel_time_list}\n", + "keyorder = ['height', 'RMSE_test', 'std_test', 'RMSE_train', 'std_train', 'k_time']\n", + "print(tabulate(OrderedDict(sorted(table_dict.items(), key = lambda i:keyorder.index(i[0]))), headers='keys'))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'O', 'C'}\n", + "{'O', 'C'}\n", + "--- shortest path kernel built in 0.0002582073211669922 seconds ---\n", + "3\n" + ] + }, + { + "data": { + "image/png": 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Ufykt5YYbbqC0tJS+ffvSrl077rjjDmbNmsUe3Qkk4gt17Ca1u+46r8uGE/l3YgaDB0PYIDDOOf75z39SXFxMUVERy5Yt47zzziM/P5/8/Hx69uxJswjfNkSkburasZvCX2pXUkLlZZfRuLLy+Jdt3hyWLYPcmv8dVlZW8u6771JUVERxcTFr167l4osvDu0MunbtSoMG+oIqUld1Df+Y/K8ysyvN7CMz22xm90eY39TMZgXmv2tm7WLxuRJ/Excv5pGTT+ZIVtbxLdi8OTz6aK3BD9C4cWN69uzJ7373O1asWMH27dsZO3Ys27ZtY+jQofzoRz9i2LBhPPXUU2zbtq0efxMRCVfvI38zawh8DOTj3fFXAgxzzm0MazMG6OKcG2VmQ4HBzrkba1uvjvz95ZzjwQcfZM6cORQXF3Pm/PleXz3l5bWfAjKDrCwv+GPQqdu2bdtCp4gWL15My5YtQ98K+vTpQ7buJBI5SsJO+5jZJcDDzrn+gfcPADjnJoS1eTPQZqWZNQJ2Ajmulg9X+PvHOce9997LsmXLWLRoETnBAVpKS72+ehYs8EI+vM+frCxvpzBwoNeff5Qj/hNx5MgRPvjgg9DOYOXKlXTu3Dm0M7joooto3LhxzD9XJJUkMvyvB650zt0ReP8r4CLn3NiwNusDbbYH3n8SaLO3pvUq/P1RVVXFqFGjWL9+PQsXLuSUU045ttGePV6XDevWeQ9wtWwJnTt7dwclcCSv8vJyVqxYEbpe8Mknn9C7d2/y8vLIz8+nU6dOmEXthFokraTkSF5mVgAUAJx99tk+V5N5KisrGT58ODt37qSoqIgWLVpEbpiTA7/+dWKLiyArK4u8vDzy8vIA2Lt3L4sXL6aoqIjHHnuMqqqq0LeCfv368cMf/tDnikWSRywu+H4OnBX2vk1gWsQ2gdM+2cC+6ityzk11zuU653JzNBZsQlVUVHDDDTfw9ddf8/rrr9cc/EmsVatW3HjjjUybNo1PP/2UpUuX0r17d15++WU6depE165due+++3jzzTc5WG18ApFME4vTPo3wLvj2wwv5EuAm59yGsDaFQOewC77XOeeG1LZenfZJnAMHDjB48GCys7N5/vnnadKkid8lxdzhw4cpKSkJnSJas2YN3bt3D30z6NatGw0bNvS7TJF6S+h9/mY2EO8hz4bAdOfcf5rZI0Cpc26+mTUDngW6AV8CQ51zW2pbp8I/McrKyrj66qs577zzmDZtGo0aJdWZwLj55ptvWLZsWWhnsGvXLvr27Ru6XnDOOef4XaLICdFDXhLVvn37uPLKK+nRowd/+ctfMvphqs8//zx0F1FxcTEtWrQIfSu44ooraNmypd8litSJwl9qtXPnTvLz8xk4cCATJ07UXTFhnHOsW7cutDNYsWIFP/7xj0M7g0suuSQtT41JelD4S422bdtGXl4et956K+PGjVPwR3Ho0CH+8Y9/hL4V/POf/6Rnz56hncFPfvITbUNJGgp/iWjz5s3k5eVx9913c++99/pdTkr68ssvWbJkCUVFRRQVFVFRURG65TQvL4/WrVv7XaJkMIW/HGPDhg3079+f3/72txQUFPhdTtrYsmVLaEewZMkSWrduHfpW0Lt375S8bVZSl8JfjrJ69WquuuoqHnvsMW6++Wa/y0lbVVVVrF69OnSKqLS0lJ/+9KehnUFubq5uKZW4UvhLyIoVKxg8eDBTpkxh8ODBfpeTUQ4cOMDbb78d2hls376dK664InRL6XnnnRf/6wW7d3vdcaxd643LnJ3tjdJ2220J7Y5DEkPhLwAsXryYYcOG8eyzz9K/f3+/y8l4O3fuDN1FVFRURNOmTUPfCvr27ctpp50Wuw8rKfE64lu40HtfUfH9vGBHfAMGeB3xde8eu88VXyn8hddee42RI0cye/Zsevfu7Xc5Uo1zjo0bN4Z2BsuXL6d9+/ahncFll11G06ZNT2zlkyf70gW3+E/hn+FmzZrF3XffzWuvvUZ3HdWlhO+++45Vq1aFThGtX7+eSy+9NLQz6Ny5c90exAsG//H0XxQcfEc7gJSn8M9gTz/9NOPGjeONN96gS5cufpcjJ+irr75i6dKloVNEX3/9deh20vz8fNq0aXPsQiUl0KdPjcG/CegMXA88V31mHYbdlOSn8M9Qf/nLX/jjH/9IUVERHTt29LsciaFPP/30qFHNcnJyjhrV7KSTToLrroO5c2s81fNzoBxoS4TwN4PBg2HOnPj+RSSuFP4ZaOLEiTz55JMsXryYdu3a+V2OxNGRI0dYs2ZNaGfw7rvvcvmPf8yra9bQ+PDhiMu8BLwCnA9sJkL4AzRrBtu26S6gFJbQAdzFX845xo8fzzPPPMPy5csV/BmgQYMG/OxnP+M3v/lNqFfSx7p0qfGI/2vgt8Cfoq3YzLstVNJeZvTfm8aC4+2+/fbbLFu2DA2Ck5maN29Ox4oKqKqKOP9BYCTeSEu1Ki/3hueUtKfwT2FVVVXcddddbNy4kSVLlkQeb1cyR1lZxMnvA8XAmrquZ//+GBUkyUzhn6IqKyu59dZb2bVrF4sWLVL/MeI9uRvBW8CnQHBU7G+BKmAj8F6E9keys3U+OAPod5yCKioquP766/nmm29SdrxdiYMuXbwLttUUAJ/gfQN4HxgFXAW8GWEV5WY8/Mor3HDDDUydOpUtW2odcE9SmMI/xRw4cIBrr72Wpk2b8sorr5CVleV3SZIsRoyIOLk58KOwnxZAMyDS1aGspk0ZvWoV11xzDcuXL+eyyy7jvPPO46677mL27Nl8+eWXcSpeEk23eqaQTB1vV45DlPv8axXhPn/nHBs2bAg9dbx8+XI6duxIfn4+eXl59euCQuJC9/mnmX379tG/f38uvvhi/vznP2f0eLtSiyhP+NaqDk/4hndBUVRUxIYNG0JdUOTl5dGlSxf92/SZwj+NBMfbveqqq5gwYYKGDJTaJbBvn2AXFMGHzb766qujuqA466yzjrN4qS+Ff5oIjrc7fPhw/v3f/13BL3XjU6+eW7dupbi4OPRz6qmnhr4VXHHFFWTXcEeSxI7CPw1s2rSJ/Px87rnnHu655x6/y5FUU1rq9ee/YIEX8uXl388L9uc/cKDXn38cOnM7cuQIH3zwQehbwcqVK+ncuXPoW8FFF11EkyZNYv65mU7hn+LWr19P//79efjhh7nzzjv9LkdS2Z49XpcN69Z5D3C1bAmdO3t3ByXwifCKigpWrFgR2hls2rSJXr16hXYG559/vr7ZxoDCP4UFx9v905/+xE033eR3OSJxsXfv3qO6rD506FBoR9CvXz9at27td4kpSeGfooLj7U6dOpVBgwb5XY5IwnzyySehbwVLliyhdevWoZ1B7969vS6rJSqFfwoqLi7mpptu4rnnnuPnP/+53+WI+Kaqqor33nsv9HxBSUkJ3bp1C+0MunfvrudcaqDwTzHB8XbnzJlDr169/C5HJKkcOHCAd955J7Qz+PTTT+nTp0/oTqIOHTroekGAwj+FzJo1i3/913/l73//u8bbFamDXbt2sWTJktD1AjM76nrB6aef7neJvlH4p4jp06czfvx4jbcrcoKcc3z88cehbwVvvfUW7dq1C30r6NWrF82bN/e7zIRR+KeA4Hi7xcXFdOjQwe9yRNLC4cOHKSkpCX0rWLNmDT169AiNd9ytWzcaNmwYvwJ27/ZurV271htjITvb63H1ttsScmutwj/JTZgwgaeeeori4mINuygSR9988w3Lli0L3Um0c+dO+vbtGzpNdO6558bmg0pKvIfqFi703ldUfD8v+FDdgAHeQ3VxPL2bkPA3s1OBWUA7vPEihjjn9ldrcyEwGTgZbwyJ/3TOzYq27nQN/+B4u3PnzqWoqEj3Mosk2BdffBHaERQXF5OVlRU6RdS3b19OO+2041+pT91pRP6IxIT/fwFfOucmmtn9QEvn3G+qtekAOOfcJjNrDawGfuyc+6q2dadj+B85coR7772X5cuXs2jRIlq1auV3SSIZLdhldXBnEOyyOvit4NJLL6VZhAFyjpLAjvTqIlHh/xHQxzm3w8zOAN5yznWMsswHwPXOuU21tUu38K+qqqKgoIAPP/yQBQsWaLxdkSQU7LI6uDNYv349l156aWhncEyX1RG60D4EjMEbN/lL4DxgAjCg+ofVoQvtE5Go8P/KOXdK4LUB+4Pva2jfA5gJ/MQ5d6S2dadT+FdWVvKrX/2KPXv2MG/ePA27KJIivvrqK956663QKaL9+/fTr1+/0M7g7HvuOWbwnAPAH4EReOMmLwCGAevwzo+HRBg8JxZiFv5mVow3+lt144CZ4WFvZvudcy1rWM8ZeGNJD3fOraqhTQHekKOcffbZP9u6dWu0+pNeRUUFQ4YM4ciRI8yePTv6V0gRSVrbtm0LfSt4f9Ei3t+/n6Z1OIDuAjwE/LL6jGbNYNu2mN4FlFSnfczsZLzg/9/Oudl1WXc6HPkfOHCAQYMG0bJlS5577jl1XyuSRo784Q/w0EM0OHSo1na7gLbA+0Cn6jOzsuB3v4Nf/zpmddU1/Os73tp8YHjg9XBgXoRCmgCvAs/UNfjTQVlZGf3796dNmza8+OKLCn6RNNNg3bqowV8J3IwXjscEP3h3B61bF/vi6qC+4T8RyDezTUBe4D1mlmtm0wJthgC9gRFm9n7g58J6fm5S27t3L/369aNbt2489dRT8X2gRET8UVZW6+wjwK+AJsDjtTXcv7+2uXFTr27xnHP7gH4RppcCdwRePwc8V5/PSSU7duwgPz+fq6++WuPtiqSzWoakdMBIvFM+C4DGta2nZcTLpHFX3yN/CbN161Z69+7NsGHDFPwi6a5LF++CbQSjgQ+B14Cs2taRleWNquYDhX+MbNq0icsvv5zCwkLGjRun4BdJdyNGRJy8FZiCd4H3R0CLwM/zkRo7V+N64k3hHwPr16+nT58+jB8/XgOti2SK00/3+uqpdqDXFu+0TwXwbdjPzdWXN4OBAxM6jnI4hX89rV69mry8PB599FHuuOMOv8sRkUR64AHv1M2JyMrylveJwr8e3nnnHQYMGMCUKVMYNmyY3+WISKJ17+710XO84wUE+/aJcdcOx0ODYJ6g4Hi7zz//PPn5+X6XIyJ+CXbOliS9etaVjvxPwPz587npppuYM2eOgl9EvCBftszrq6dZs2NPBWVledMHD/ba+Rz8oCP/4/bSSy9xzz338Prrr2u8XRH5Xm6u10nbnj3eSF7r1nkPcLVs6d3OOWKEbxd3I1H4Q52HXZs+fToPPvggRUVFdPbp3lwRSXI5OTHtqydeMjv8axt27ZVX4KGHQsOu/XnlSh577DGWLl2q8XZFJOVlbvhHG3atvNz7c+5cKv/+d/ZkZ/N2aSlt27ZNbJ0iInGQmRd8w4ddi9altXM0rqzkdwcO0HbBgsTUJyISZ5kX/iUlEcfb/BIYDPwA7wm9F6ot1qC83FsuxccYEBGBTAz/CRO+P6UTphCv69VdeH1wjAY2VG9UXu4tLyKS4jIr/Hfv9i7uVjvVcwCYA/werwOmnsC1wLPVl3cOFizwbuUSEUlhmRX+M2ZEnPwx3pXv8Ht4uhLhyB+8J/RqWI+ISKrIrPBfu/bo2zkDvgVOrjYtG/gm0jp8HHZNRCRWMiv8axh2rQXwdbVpXwMn1bQen4ZdExGJlcwK/xqGXesAHAY2hU37APhJTevxadg1EZFYyazwr2HYtR8A1wG/xbv4uwKYhzf48jF8HHZNRCRWMiv8axkubRJQDpwODAMmU8ORv4/DromIxEpmhX8Nw64BnArMxTvy3wbcFGl5n4ddExGJlcwKf0jpYddERGIl88I/hYddExGJlczs1TNFh10TEYmVzDvyD0rBYddERGIlM4/8g1Js2DURkVjJ7PAPSpFh10REYiVzT/uIiGQwhb+ISAZS+IuIZCCFv4hIBqpX+JvZqWZWZGabAn/W2N2lmZ1sZtvN7PH6fKaIiNRffY/87wcWO+faA4sD72vye+Dten6eiIjEQH3D/xfAzMDrmcCgSI3M7GfAD4FF9fw8ERGJgfqG/w+dczsCr3fiBfxRzKwB8BhwX7SVmVmBmZWaWekeDZIuIhI3UR/yMrNi4EcRZo05U6GgAAAGFklEQVQLf+Occ2YWqZOcMcAC59x2i9CVcrV1TAWmBj53j5ltjVbfcWoF7I3xOmNNNdZfstcHqjEWkr0+8KfGtnVpFDX8nXN5Nc0zs11mdoZzboeZnQHsjtDsEqCXmY3BGy63iZl965yr7foAzrmY96tgZqXOuaTullM11l+y1weqMRaSvT5I7hrr273DfGA4MDHw57zqDZxzNwdfm9kIIDda8IuISHzV95z/RCDfzDYBeYH3mFmumU2rb3EiIhIf9Tryd87tA/pFmF4K3BFh+gxgRn0+s56m+vjZdaUa6y/Z6wPVGAvJXh8kcY3mahvIRERE0pK6dxARyUBpF/516XLCzK4ws/fDfirMbFBg3gwz+5+weRf6UWOgXVVYHfPDpp9jZu+a2WYzm2VmTRJdn5ldaGYrzWyDma01sxvD5sVtG5rZlWb2UeDvfsyNA2bWNLBNNge2UbuweQ8Epn9kZv1jVdMJ1PhvZrYxsN0Wm1nbsHkRf+cJrm9E4FbrYB13hM0bHvh3scnMhsejvjrW+N9h9X1sZl+FzUvENpxuZrvNbH0N883M/hyof62Z/TRsXkK2YVTOubT6Af4LuD/w+n7gD1Hanwp8CTQPvJ8BXJ8MNQLf1jD9b8DQwOu/AqMTXR/QAWgfeN0a2AGcEs9tCDQEPgHOBZoAHwDnV2szBvhr4PVQYFbg9fmB9k2BcwLraehTjVeE/XsbHayxtt95gusbATweYdlTgS2BP1sGXrf0o8Zq7f8FmJ6obRj4jN7AT4H1NcwfCCwEDLgYeDeR27AuP2l35E8du5wIcz2w0Dl3MK5VHe14awwxMwP6ArNPZPk6ilqfc+5j59ymwOsv8J7xiPeYlz2Azc65Lc6574CXArWGC699NtAvsM1+AbzknDvknPsfYHNgfQmv0Tm3NOzf2yqgTRzqOOH6atEfKHLOfemc2w8UAVcmQY3DgBfjUEeNnHNv4x001uQXwDPOswo4xbxnoRK1DaNKx/CP2uVENUM59h/Ofwa+qv23mTWNeYV1r7GZed1drAqelgJOA75yzh0OvN8OnOlTfQCYWQ+8I7RPwibHYxueCXwW9j7S3z3UJrCNyvC2WV2WTVSN4UbiHSEGRfqd+1HfLwO/v9lmdtZxLpuoGgmcMjsHWBI2Od7bsC5q+jskahtGlZJj+Fr9u5wIrucMoDPwZtjkB/ACrwnebVq/AR7xqca2zrnPzexcYImZrcMLs3qL8TZ8FhjunDsSmByTbZjuzOwWIBe4PGzyMb9z59wnkdcQN68BLzrnDpnZXXjfpPomuIa6GgrMds5VhU1Lhm2Y9FIy/F39u5wIGgK86pyrDFt38Ij3kJk9TR06pItXjc65zwN/bjGzt4BuwBy8r5CNAke2bYDP/ajPzE4GXgfGBb7aBtcdk20YwefAWWHvI/3dg222m1kjIBvYV8dlE1UjZpaHt6O93Dl3KDi9ht95LIMran3Oe34naBreNaDgsn2qLftWDGsLOp7f1VCgMHxCArZhXdT0d0jUNowqHU/7BLucgBq6nAhzzLnCQNgFz60PAiJezY93jWbWMni6xMxaAZcBG5131Wgp3rWKGpdPQH1NgFfxzmvOrjYvXtuwBGhv3t1OTfD+41e/myO89uuBJYFtNh8Yat7dQOcA7YH/F6O6jqtGM+sGTAGudc7tDpse8XfuQ31nhL29Fvgw8PpN4OeBOlsCP+fob80JqzFQZye8i6Yrw6YlYhvWxXzg1sBdPxcDZYGDokRtw+j8uMoczx+887uLgU1AMXBqYHouMC2sXTu8vXCDassvAdbhBdZzQAs/agQuDdTxQeDPkWHLn4sXXJuBl4GmPtR3C1AJvB/2c2G8tyHeXRQf4x3JjQtMewQvSAGaBbbJ5sA2Ojds2XGB5T4CBsTx32C0GouBXWHbbX6033mC65sAbAjUsRToFLbs7YFtuxm4za9tGHj/MDCx2nKJ2oYv4t3hVol33n4kMAoYFZhvwBOB+tfh9WmW0G0Y7UdP+IqIZKB0PO0jIiJRKPxFRDKQwl9EJAMp/EVEMpDCX0QkAyn8RUQykMJfRCQDKfxFRDLQ/wdyCo1UI9GkmAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[(0, {'label': 'C'}), (1, {'label': 'C'}), (2, {'label': 'C'}), (3, {'label': 'C'}), (4, {'label': 'O'})]\n", + " -> \n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[(0, {'label': 'CC'}), (1, {'label': 'CC'}), (2, {'label': 'CO'}), (3, {'label': 'CCCO'}), (4, {'label': 'OCC'})]\n", + " -> \n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[(0, {'label': 'C'}), (1, {'label': 'C'}), (2, {'label': 'C'}), (3, {'label': 'C'}), (4, {'label': 'C'}), (5, {'label': 'C'}), (6, {'label': 'O'})]\n", + " -> \n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[(0, {'label': 'CC'}), (1, {'label': 'CC'}), (2, {'label': 'CC'}), (3, {'label': 'CO'}), (4, {'label': 'CCCC'}), (5, {'label': 'CCCO'}), (6, {'label': 'OCC'})]\n", + " -> \n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[(0, {'label': '0'}), (1, {'label': '0'}), (2, {'label': '0'}), (3, {'label': '3'}), (4, {'label': '4'}), (5, {'label': '1'}), (6, {'label': '2'})]\n", + "--- shortest path kernel built in 0.00026607513427734375 seconds ---\n", + "6\n" + ] + } + ], + "source": [ + "import sys\n", + "import networkx as nx\n", + "sys.path.insert(0, \"../\")\n", + "from pygraph.utils.graphfiles import loadDataset\n", + "from pygraph.kernels.spkernel import spkernel\n", + "\n", + "import matplotlib.pyplot as plt\n", + "\n", + "\n", + "def weisfeilerlehman_test(G):\n", + " '''\n", + " Weisfeiler-Lehman test of graph isomorphism.\n", + " '''\n", + "\n", + " nx.draw_networkx(G)\n", + " plt.show()\n", + " nx.draw_networkx_labels(G, nx.spring_layout(G), labels = nx.get_node_attributes(G,'label'))\n", + " print(G.nodes(data = True))\n", + " \n", + " set_multisets = []\n", + " for node in G.nodes(data = True):\n", + " # Multiset-label determination.\n", + " multiset = [ G.node[neighbors]['label'] for neighbors in G[node[0]] ]\n", + " # sorting each multiset\n", + " multiset.sort()\n", + " multiset = node[1]['label'] + ''.join(multiset) # concatenate to a string and add the prefix \n", + " set_multisets.append(multiset)\n", + " \n", + " # label compression\n", + "# set_multisets.sort() # this is unnecessary\n", + " set_unique = list(set(set_multisets)) # set of unique multiset labels\n", + " set_compressed = { value : str(set_unique.index(value)) for value in set_unique } # assign indices as the new labels\n", + "# print(set_compressed)\n", + "# print(set_multisets)\n", + " \n", + " # relabel nodes with multisets\n", + " for node in G.nodes(data = True):\n", + " node[1]['label'] = set_multisets[node[0]]\n", + " print(' -> ')\n", + " nx.draw_networkx(G)\n", + " plt.show()\n", + " print(G.nodes(data = True))\n", + "\n", + " \n", + " # relabel nodes\n", + " for node in G.nodes(data = True):\n", + " node[1]['label'] = set_compressed[set_multisets[node[0]]]\n", + " \n", + " print(' -> ')\n", + " nx.draw_networkx(G)\n", + " plt.show()\n", + " print(G.nodes(data = True))\n", + "\n", + "dataset, y = loadDataset(\"../../../../datasets/acyclic/Acyclic/dataset_bps.ds\")\n", + "G1 = dataset[12]\n", + "G2 = dataset[55]\n", + "\n", + "# init.\n", + "kernel = 0 # init kernel\n", + "num_nodes1 = G1.number_of_nodes()\n", + "num_nodes2 = G2.number_of_nodes()\n", + "\n", + "# the first iteration.\n", + "labelset1 = { G1.nodes(data = True)[i]['label'] for i in range(num_nodes1) }\n", + "labelset2 = { G2.nodes(data = True)[i]['label'] for i in range(num_nodes2) }\n", + "print(labelset1)\n", + "print(labelset2)\n", + "kernel += spkernel(G1, G2)\n", + "print(kernel)\n", + "\n", + "\n", + "\n", + "for height in range(0, min(num_nodes1, num_nodes2)): #Q how to determine the upper bound of the height?\n", + " if labelset1 != labelset2:\n", + " break\n", + " \n", + " # Weisfeiler-Lehman test of graph isomorphism.\n", + " weisfeilerlehman_test(G1)\n", + " weisfeilerlehman_test(G2)\n", + " \n", + " # calculate kernel\n", + " kernel += spkernel(G1, G2)\n", + " \n", + " # get label sets of both graphs\n", + " labelset1 = { G1.nodes(data = True)[i]['label'] for i in range(num_nodes1) }\n", + " labelset2 = { G2.nodes(data = True)[i]['label'] for i in range(num_nodes2) }\n", + "# print(labelset1)\n", + "# print(labelset2)\n", + "\n", + "print(kernel)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'O', 6: 'O'}\n", + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'C', 6: 'S', 7: 'S'}\n", + "\n", + " --- height = 0 --- \n", + "\n", + " --- for graph 0 --- \n", + "\n", + "labels_ori: ['C', 'C', 'C', 'C', 'C', 'O', 'O']\n", + "all_labels_ori: {'C', 'O'}\n", + "num_of_each_label: {'C': 5, 'O': 2}\n", + "all_num_of_each_label: [{'C': 5, 'O': 2}]\n", + "num_of_labels: 2\n", + "all_labels_ori: {'C', 'O'}\n", + "\n", + " --- for graph 1 --- \n", + "\n", + "labels_ori: ['C', 'C', 'C', 'C', 'C', 'C', 'S', 'S']\n", + "all_labels_ori: {'C', 'O', 'S'}\n", + "num_of_each_label: {'C': 6, 'S': 2}\n", + "all_num_of_each_label: [{'C': 5, 'O': 2}, {'C': 6, 'S': 2}]\n", + "num_of_labels: 2\n", + "all_labels_ori: {'C', 'O', 'S'}\n", + "\n", + " all_num_of_labels_occured: 3\n", + "\n", + " --- calculating kernel matrix ---\n", + "\n", + " labels: {'C', 'O'}\n", + "vector1: [[5 2]]\n", + "vector2: [[5 2]]\n", + "Kmatrix: [[ 29. 0.]\n", + " [ 0. 0.]]\n", + "\n", + " labels: {'C', 'O', 'S'}\n", + "vector1: [[5 2 0]]\n", + "vector2: [[6 0 2]]\n", + "Kmatrix: [[ 29. 30.]\n", + " [ 30. 0.]]\n", + "\n", + " labels: {'C', 'S'}\n", + "vector1: [[6 2]]\n", + "vector2: [[6 2]]\n", + "Kmatrix: [[ 29. 30.]\n", + " [ 30. 40.]]\n", + "\n", + " --- height = 1 --- \n", + "\n", + " --- for graph 0 --- \n", + "\n", + "multiset: ['CC', 'CC', 'CCO', 'CCO', 'COO', 'OCC', 'OCC']\n", + "set_unique: ['OCC', 'COO', 'CCO', 'CC']\n", + "set_compressed: {'OCC': '4', 'COO': '5', 'CCO': '6', 'CC': '7'}\n", + "all_set_compressed: {'OCC': '4', 'COO': '5', 'CCO': '6', 'CC': '7'}\n", + "num_of_labels_occured: 7\n", + "\n", + " compressed labels: {0: '7', 1: '7', 2: '6', 3: '6', 4: '5', 5: '4', 6: '4'}\n", + "labels_comp: ['7', '7', '6', '6', '5', '4', '4']\n", + "all_labels_ori: {'5', '4', '6', '7'}\n", + "num_of_each_label: {'5': 1, '4': 2, '6': 2, '7': 2}\n", + "all_num_of_each_label: [{'5': 1, '4': 2, '6': 2, '7': 2}]\n", + "\n", + " --- for graph 1 --- \n", + "\n", + "multiset: ['CC', 'CC', 'CC', 'CCS', 'CCS', 'CCSS', 'SCC', 'SCC']\n", + "set_unique: ['SCC', 'CC', 'CCS', 'CCSS']\n", + "set_compressed: {'SCC': '8', 'CC': '7', 'CCS': '9', 'CCSS': '10'}\n", + "all_set_compressed: {'SCC': '8', 'COO': '5', 'CCS': '9', 'OCC': '4', 'CCO': '6', 'CCSS': '10', 'CC': '7'}\n", + "num_of_labels_occured: 10\n", + "\n", + " compressed labels: {0: '7', 1: '7', 2: '7', 3: '9', 4: '9', 5: '10', 6: '8', 7: '8'}\n", + "labels_comp: ['7', '7', '7', '9', '9', '10', '8', '8']\n", + "all_labels_ori: {'10', '4', '7', '9', '6', '5', '8'}\n", + "num_of_each_label: {'10': 1, '9': 2, '7': 3, '8': 2}\n", + "all_num_of_each_label: [{'5': 1, '4': 2, '6': 2, '7': 2}, {'10': 1, '9': 2, '7': 3, '8': 2}]\n", + "\n", + " all_num_of_labels_occured: 10\n", + "\n", + " --- calculating kernel matrix ---\n", + "\n", + " labels: {'5', '4', '6', '7'}\n", + "vector1: [[1 2 2 2]]\n", + "vector2: [[1 2 2 2]]\n", + "\n", + " labels: {'10', '4', '7', '9', '6', '5', '8'}\n", + "vector1: [[0 2 2 0 2 1 0]]\n", + "vector2: [[1 0 3 2 0 0 2]]\n", + "\n", + " labels: {'8', '10', '7', '9'}\n", + "vector1: [[2 1 3 2]]\n", + "vector2: [[2 1 3 2]]\n", + "\n", + " Kmatrix: [[ 42. 36.]\n", + " [ 36. 58.]]\n", + "\n", + " --- height = 2 --- \n", + "\n", + " --- for graph 0 --- \n", + "\n", + "multiset: ['76', '76', '647', '647', '544', '456', '456']\n", + "set_unique: ['647', '76', '456', '544']\n", + "set_compressed: {'647': '11', '76': '12', '544': '14', '456': '13'}\n", + "all_set_compressed: {'647': '11', '76': '12', '456': '13', '544': '14'}\n", + "num_of_labels_occured: 14\n", + "\n", + " compressed labels: {0: '12', 1: '12', 2: '11', 3: '11', 4: '14', 5: '13', 6: '13'}\n", + "labels_comp: ['12', '12', '11', '11', '14', '13', '13']\n", + "all_labels_ori: {'14', '12', '11', '13'}\n", + "num_of_each_label: {'14': 1, '13': 2, '12': 2, '11': 2}\n", + "all_num_of_each_label: [{'14': 1, '13': 2, '12': 2, '11': 2}]\n", + "\n", + " --- for graph 1 --- \n", + "\n", + "multiset: ['79', '79', '710', '978', '978', '10788', '8109', '8109']\n", + "set_unique: ['710', '8109', '79', '10788', '978']\n", + "set_compressed: {'710': '15', '79': '17', '8109': '16', '978': '19', '10788': '18'}\n", + "all_set_compressed: {'710': '15', '79': '17', '978': '19', '10788': '18', '8109': '16', '456': '13', '544': '14', '647': '11', '76': '12'}\n", + "num_of_labels_occured: 19\n", + "\n", + " compressed labels: {0: '17', 1: '17', 2: '15', 3: '19', 4: '19', 5: '18', 6: '16', 7: '16'}\n", + "labels_comp: ['17', '17', '15', '19', '19', '18', '16', '16']\n", + "all_labels_ori: {'18', '19', '12', '13', '17', '11', '14', '16', '15'}\n", + "num_of_each_label: {'15': 1, '17': 2, '19': 2, '16': 2, '18': 1}\n", + "all_num_of_each_label: [{'14': 1, '13': 2, '12': 2, '11': 2}, {'15': 1, '17': 2, '19': 2, '16': 2, '18': 1}]\n", + "\n", + " all_num_of_labels_occured: 19\n", + "\n", + " --- calculating kernel matrix ---\n", + "\n", + " labels: {'14', '12', '11', '13'}\n", + "vector1: [[1 2 2 2]]\n", + "vector2: [[1 2 2 2]]\n", + "\n", + " labels: {'18', '19', '12', '13', '17', '11', '14', '16', '15'}\n", + "vector1: [[0 0 2 2 0 2 1 0 0]]\n", + "vector2: [[1 2 0 0 2 0 0 2 1]]\n", + "\n", + " labels: {'18', '17', '15', '16', '19'}\n", + "vector1: [[1 2 1 2 2]]\n", + "vector2: [[1 2 1 2 2]]\n", + "\n", + " Kmatrix: [[ 55. 36.]\n", + " [ 36. 72.]]\n", + "\n", + " --- Weisfeiler-Lehman subtree kernel built in 0.0034377574920654297 seconds ---\n" + ] + }, + { + "data": { + "text/plain": [ + "array([[ 55., 36.],\n", + " [ 36., 72.]])" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# test of WL subtree kernel on many graphs\n", + "\n", + "import sys\n", + "import pathlib\n", + "from collections import Counter\n", + "sys.path.insert(0, \"../\")\n", + "\n", + "import networkx as nx\n", + "import numpy as np\n", + "import time\n", + "\n", + "from pygraph.kernels.spkernel import spkernel\n", + "from pygraph.kernels.pathKernel import pathkernel\n", + "\n", + "def weisfeilerlehmankernel(*args, height = 0, base_kernel = 'subtree'):\n", + " \"\"\"Calculate Weisfeiler-Lehman kernels between graphs.\n", + " \n", + " Parameters\n", + " ----------\n", + " Gn : List of NetworkX graph\n", + " List of graphs between which the kernels are calculated.\n", + " /\n", + " G1, G2 : NetworkX graphs\n", + " 2 graphs between which the kernel is calculated.\n", + " \n", + " height : subtree height\n", + " \n", + " base_kernel : base kernel used in each iteration of WL kernel\n", + " the default base kernel is subtree kernel\n", + " \n", + " Return\n", + " ------\n", + " Kmatrix/Kernel : Numpy matrix/int\n", + " Kernel matrix, each element of which is the Weisfeiler-Lehman kernel between 2 praphs. / Weisfeiler-Lehman Kernel between 2 graphs.\n", + " \n", + " Notes\n", + " -----\n", + " This function now supports WL subtree kernel and WL shortest path kernel.\n", + " \n", + " References\n", + " ----------\n", + " [1] Shervashidze N, Schweitzer P, Leeuwen EJ, Mehlhorn K, Borgwardt KM. Weisfeiler-lehman graph kernels. Journal of Machine Learning Research. 2011;12(Sep):2539-61.\n", + " \"\"\"\n", + " if len(args) == 1: # for a list of graphs\n", + "\n", + "# print(args)\n", + " start_time = time.time()\n", + " \n", + " # for WL subtree kernel\n", + " if base_kernel == 'subtree': \n", + " Kmatrix = _wl_subtreekernel_do(args[0], height = height, base_kernel = 'subtree')\n", + " \n", + " # for WL edge kernel\n", + " elif base_kernel == 'edge':\n", + " print('edge')\n", + " \n", + " # for WL shortest path kernel\n", + " elif base_kernel == 'sp':\n", + " Gn = args[0]\n", + " Kmatrix = np.zeros((len(Gn), len(Gn)))\n", + " \n", + " for i in range(0, len(Gn)):\n", + " for j in range(i, len(Gn)):\n", + " Kmatrix[i][j] = _weisfeilerlehmankernel_do(Gn[i], Gn[j])\n", + " Kmatrix[j][i] = Kmatrix[i][j]\n", + "\n", + " print(\"\\n --- Weisfeiler-Lehman %s kernel matrix of size %d built in %s seconds ---\" % (base_kernel, len(args[0]), (time.time() - start_time)))\n", + " \n", + " return Kmatrix\n", + " \n", + " else: # for only 2 graphs\n", + " \n", + " start_time = time.time()\n", + " \n", + " # for WL subtree kernel\n", + " if base_kernel == 'subtree':\n", + " \n", + " args = [args[0], args[1]]\n", + "# print(args)\n", + " kernel = _wl_subtreekernel_do(args, height = height, base_kernel = 'subtree')\n", + " \n", + " # for WL edge kernel\n", + " elif base_kernel == 'edge':\n", + " print('edge')\n", + " \n", + " # for WL shortest path kernel\n", + " elif base_kernel == 'sp':\n", + " \n", + "\n", + " kernel = _pathkernel_do(args[0], args[1])\n", + "\n", + " print(\"\\n --- Weisfeiler-Lehman %s kernel built in %s seconds ---\" % (base_kernel, time.time() - start_time))\n", + " \n", + " return kernel\n", + " \n", + " \n", + "def _weisfeilerlehmankernel_do(G1, G2):\n", + " \"\"\"Calculate Weisfeiler-Lehman kernels between 2 graphs. This kernel use shortest path kernel to calculate kernel between two graphs in each iteration.\n", + " \n", + " Parameters\n", + " ----------\n", + " G1, G2 : NetworkX graphs\n", + " 2 graphs between which the kernel is calculated.\n", + " \n", + " Return\n", + " ------\n", + " Kernel : int\n", + " Weisfeiler-Lehman Kernel between 2 graphs.\n", + " \"\"\"\n", + " \n", + " # init.\n", + " kernel = 0 # init kernel\n", + " num_nodes1 = G1.number_of_nodes()\n", + " num_nodes2 = G2.number_of_nodes()\n", + " height = 12 #min(num_nodes1, num_nodes2)) #Q how to determine the upper bound of the height?\n", + " \n", + " # the first iteration.\n", + " labelset1 = { G1.nodes(data = True)[i]['label'] for i in range(num_nodes1) }\n", + " labelset2 = { G2.nodes(data = True)[i]['label'] for i in range(num_nodes2) }\n", + " kernel += pathkernel(G1, G2) # change your base kernel here (and one more below)\n", + " \n", + " for h in range(0, height):\n", + "# if labelset1 != labelset2:\n", + "# break\n", + "\n", + " # Weisfeiler-Lehman test of graph isomorphism.\n", + " relabel(G1)\n", + " relabel(G2)\n", + "\n", + " # calculate kernel\n", + " kernel += pathkernel(G1, G2) # change your base kernel here (and one more before)\n", + "\n", + " # get label sets of both graphs\n", + " labelset1 = { G1.nodes(data = True)[i]['label'] for i in range(num_nodes1) }\n", + " labelset2 = { G2.nodes(data = True)[i]['label'] for i in range(num_nodes2) }\n", + " \n", + " return kernel\n", + "\n", + "\n", + "def relabel(G):\n", + " '''\n", + " Relabel nodes in graph G in one iteration of the 1-dim. WL test of graph isomorphism.\n", + " \n", + " Parameters\n", + " ----------\n", + " G : NetworkX graph\n", + " The graphs whose nodes are relabeled.\n", + " '''\n", + " \n", + " # get the set of original labels\n", + " labels_ori = list(nx.get_node_attributes(G, 'label').values())\n", + " print(labels_ori)\n", + " num_of_each_label = dict(Counter(labels_ori))\n", + " print(num_of_each_label)\n", + " num_of_labels = len(num_of_each_label)\n", + " print(num_of_labels)\n", + " \n", + " set_multisets = []\n", + " for node in G.nodes(data = True):\n", + " # Multiset-label determination.\n", + " multiset = [ G.node[neighbors]['label'] for neighbors in G[node[0]] ]\n", + " # sorting each multiset\n", + " multiset.sort()\n", + " multiset = node[1]['label'] + ''.join(multiset) # concatenate to a string and add the prefix \n", + " set_multisets.append(multiset)\n", + " print(set_multisets)\n", + " \n", + " # label compression\n", + "# set_multisets.sort() # this is unnecessary\n", + " set_unique = list(set(set_multisets)) # set of unique multiset labels\n", + " print(set_unique)\n", + " set_compressed = { value : str(set_unique.index(value) + num_of_labels + 1) for value in set_unique } # assign new labels\n", + " print(set_compressed)\n", + " \n", + " # relabel nodes\n", + "# nx.relabel_nodes(G, set_compressed, copy = False)\n", + " for node in G.nodes(data = True):\n", + " node[1]['label'] = set_compressed[set_multisets[node[0]]]\n", + " print(nx.get_node_attributes(G, 'label'))\n", + "\n", + " # get the set of compressed labels\n", + " labels_comp = list(nx.get_node_attributes(G, 'label').values())\n", + " print(labels_comp)\n", + " num_of_each_label.update(dict(Counter(labels_comp)))\n", + " print(num_of_each_label)\n", + " \n", + " \n", + "def _wl_subtreekernel_do(*args, height = 0, base_kernel = 'subtree'):\n", + " \"\"\"Calculate Weisfeiler-Lehman subtree kernels between graphs.\n", + " \n", + " Parameters\n", + " ----------\n", + " Gn : List of NetworkX graph\n", + " List of graphs between which the kernels are calculated.\n", + " \n", + " Return\n", + " ------\n", + " Kmatrix/Kernel : Numpy matrix/int\n", + " Kernel matrix, each element of which is the Weisfeiler-Lehman kernel between 2 praphs.\n", + " \"\"\"\n", + " \n", + "# print(args)\n", + " Gn = args[0]\n", + "# print(Gn)\n", + "\n", + " Kmatrix = np.zeros((len(Gn), len(Gn)))\n", + " all_num_of_labels_occured = 0 # number of the set of letters that occur before as node labels at least once in all graphs\n", + " \n", + " # initial for height = 0\n", + " print('\\n --- height = 0 --- ')\n", + " all_labels_ori = set() # all unique orignal labels in all graphs in this iteration\n", + " all_num_of_each_label = [] # number of occurence of each label in each graph in this iteration\n", + " all_set_compressed = {} # a dictionary mapping original labels to new ones in all graphs in this iteration\n", + " num_of_labels_occured = all_num_of_labels_occured # number of the set of letters that occur before as node labels at least once in all graphs\n", + "\n", + " # for each graph\n", + " for idx, G in enumerate(Gn):\n", + " # get the set of original labels\n", + " print('\\n --- for graph %d --- \\n' % (idx))\n", + " labels_ori = list(nx.get_node_attributes(G, 'label').values())\n", + " print('labels_ori: %s' % (labels_ori))\n", + " all_labels_ori.update(labels_ori)\n", + " print('all_labels_ori: %s' % (all_labels_ori))\n", + " num_of_each_label = dict(Counter(labels_ori)) # number of occurence of each label in graph\n", + " print('num_of_each_label: %s' % (num_of_each_label))\n", + " all_num_of_each_label.append(num_of_each_label)\n", + " print('all_num_of_each_label: %s' % (all_num_of_each_label))\n", + " num_of_labels = len(num_of_each_label) # number of all unique labels\n", + " print('num_of_labels: %s' % (num_of_labels))\n", + " \n", + "\n", + " all_labels_ori.update(labels_ori)\n", + " print('all_labels_ori: %s' % (all_labels_ori))\n", + " \n", + " all_num_of_labels_occured += len(all_labels_ori)\n", + " print('\\n all_num_of_labels_occured: %s' % (all_num_of_labels_occured))\n", + " \n", + " # calculate subtree kernel with the 0th iteration and add it to the final kernel\n", + " print('\\n --- calculating kernel matrix ---')\n", + " for i in range(0, len(Gn)):\n", + " for j in range(i, len(Gn)):\n", + " labels = set(list(all_num_of_each_label[i].keys()) + list(all_num_of_each_label[j].keys()))\n", + " print('\\n labels: %s' % (labels))\n", + " vector1 = np.matrix([ (all_num_of_each_label[i][label] if (label in all_num_of_each_label[i].keys()) else 0) for label in labels ])\n", + " vector2 = np.matrix([ (all_num_of_each_label[j][label] if (label in all_num_of_each_label[j].keys()) else 0) for label in labels ])\n", + " print('vector1: %s' % (vector1))\n", + " print('vector2: %s' % (vector2))\n", + " Kmatrix[i][j] += np.dot(vector1, vector2.transpose())\n", + " Kmatrix[j][i] = Kmatrix[i][j]\n", + " print('Kmatrix: %s' % (Kmatrix))\n", + "\n", + " \n", + " # iterate each height\n", + " for h in range(1, height + 1):\n", + " print('\\n --- height = %d --- ' % (h))\n", + " all_set_compressed = {} # a dictionary mapping original labels to new ones in all graphs in this iteration\n", + " num_of_labels_occured = all_num_of_labels_occured # number of the set of letters that occur before as node labels at least once in all graphs\n", + " all_labels_ori = set()\n", + " all_num_of_each_label = []\n", + " \n", + " # for each graph\n", + " for idx, G in enumerate(Gn):\n", + "# # get the set of original labels\n", + " print('\\n --- for graph %d --- \\n' % (idx))\n", + "# labels_ori = list(nx.get_node_attributes(G, 'label').values())\n", + "# print('labels_ori: %s' % (labels_ori))\n", + "# num_of_each_label = dict(Counter(labels_ori)) # number of occurence of each label in graph\n", + "# print('num_of_each_label: %s' % (num_of_each_label))\n", + "# num_of_labels = len(num_of_each_label) # number of all unique labels\n", + "# print('num_of_labels: %s' % (num_of_labels))\n", + " \n", + "# all_labels_ori.update(labels_ori)\n", + "# print('all_labels_ori: %s' % (all_labels_ori))\n", + "# # num_of_labels_occured += num_of_labels #@todo not precise\n", + "# num_of_labels_occured = all_num_of_labels_occured + len(all_labels_ori) + len(all_set_compressed)\n", + "# print('num_of_labels_occured: %s' % (num_of_labels_occured))\n", + " \n", + " set_multisets = []\n", + " for node in G.nodes(data = True):\n", + " # Multiset-label determination.\n", + " multiset = [ G.node[neighbors]['label'] for neighbors in G[node[0]] ]\n", + " # sorting each multiset\n", + " multiset.sort()\n", + " multiset = node[1]['label'] + ''.join(multiset) # concatenate to a string and add the prefix \n", + " set_multisets.append(multiset)\n", + " print('multiset: %s' % (set_multisets))\n", + "\n", + " # label compression\n", + " # set_multisets.sort() # this is unnecessary\n", + " set_unique = list(set(set_multisets)) # set of unique multiset labels\n", + " print('set_unique: %s' % (set_unique))\n", + " # a dictionary mapping original labels to new ones. \n", + " set_compressed = {}\n", + " # if a label occured before, assign its former compressed label, else assign the number of labels occured + 1 as the compressed label \n", + " for value in set_unique:\n", + " if value in all_set_compressed.keys():\n", + " set_compressed.update({ value : all_set_compressed[value] })\n", + " else:\n", + " set_compressed.update({ value : str(num_of_labels_occured + 1) })\n", + " num_of_labels_occured += 1\n", + "# set_compressed = { value : (all_set_compressed[value] if value in all_set_compressed.keys() else str(set_unique.index(value) + num_of_labels_occured + 1)) for value in set_unique }\n", + " print('set_compressed: %s' % (set_compressed))\n", + " \n", + " all_set_compressed.update(set_compressed)\n", + " print('all_set_compressed: %s' % (all_set_compressed))\n", + "# num_of_labels_occured += len(set_compressed) #@todo not precise\n", + " print('num_of_labels_occured: %s' % (num_of_labels_occured))\n", + " \n", + " # relabel nodes\n", + " # nx.relabel_nodes(G, set_compressed, copy = False)\n", + " for node in G.nodes(data = True):\n", + " node[1]['label'] = set_compressed[set_multisets[node[0]]]\n", + " print('\\n compressed labels: %s' % (nx.get_node_attributes(G, 'label')))\n", + "\n", + " # get the set of compressed labels\n", + " labels_comp = list(nx.get_node_attributes(G, 'label').values())\n", + " print('labels_comp: %s' % (labels_comp))\n", + " all_labels_ori.update(labels_comp)\n", + " print('all_labels_ori: %s' % (all_labels_ori))\n", + " num_of_each_label = dict(Counter(labels_comp))\n", + " print('num_of_each_label: %s' % (num_of_each_label))\n", + " all_num_of_each_label.append(num_of_each_label)\n", + " print('all_num_of_each_label: %s' % (all_num_of_each_label))\n", + " \n", + " all_num_of_labels_occured += len(all_labels_ori)\n", + " print('\\n all_num_of_labels_occured: %s' % (all_num_of_labels_occured))\n", + " \n", + " # calculate subtree kernel with h iterations and add it to the final kernel\n", + " print('\\n --- calculating kernel matrix ---')\n", + " for i in range(0, len(Gn)):\n", + " for j in range(i, len(Gn)):\n", + " labels = set(list(all_num_of_each_label[i].keys()) + list(all_num_of_each_label[j].keys()))\n", + " print('\\n labels: %s' % (labels))\n", + " vector1 = np.matrix([ (all_num_of_each_label[i][label] if (label in all_num_of_each_label[i].keys()) else 0) for label in labels ])\n", + " vector2 = np.matrix([ (all_num_of_each_label[j][label] if (label in all_num_of_each_label[j].keys()) else 0) for label in labels ])\n", + " print('vector1: %s' % (vector1))\n", + " print('vector2: %s' % (vector2))\n", + " Kmatrix[i][j] += np.dot(vector1, vector2.transpose())\n", + " Kmatrix[j][i] = Kmatrix[i][j]\n", + " \n", + " print('\\n Kmatrix: %s' % (Kmatrix))\n", + "\n", + " return Kmatrix\n", + "\n", + " \n", + "# main\n", + "import sys\n", + "from collections import Counter\n", + "import networkx as nx\n", + "sys.path.insert(0, \"../\")\n", + "from pygraph.utils.graphfiles import loadDataset\n", + "from pygraph.kernels.spkernel import spkernel\n", + "\n", + "dataset, y = loadDataset(\"../../../../datasets/acyclic/Acyclic/dataset_bps.ds\")\n", + "G1 = dataset[15]\n", + "print(nx.get_node_attributes(G1, 'label'))\n", + "G2 = dataset[80]\n", + "print(nx.get_node_attributes(G2, 'label'))\n", + "\n", + "weisfeilerlehmankernel(G1, G2, height = 2)\n", + "# Kmatrix = weisfeilerlehmankernel(G1, G2)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "185" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "len(dataset)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "- This script take as input a kernel matrix\n", + "and returns the classification or regression performance\n", + "- The kernel matrix can be calculated using any of the graph kernels approaches\n", + "- The criteria used for prediction are SVM for classification and kernel Ridge regression for regression\n", + "- For predition we divide the data in training, validation and test. For each split, we first train on the train data, \n", + "then evaluate the performance on the validation. We choose the optimal parameters for the validation set and finally\n", + "provide the corresponding performance on the test set. If more than one split is performed, the final results \n", + "correspond to the average of the performances on the test sets. \n", + "\n", + "@references\n", + " https://github.com/eghisu/GraphKernels/blob/master/GraphKernelsCollection/python_scripts/compute_perf_gk.py\n", + "\n", + "\n", + " --- calculating kernel matrix when subtree height = 0 ---\n", + "\n", + " Loading dataset from file...\n", + "[ -23.7 14. 37.3 109.7 10.8 39. 42. 66.6 135. 148.5\n", + " 40. 34.6 32. 63. 53.5 67. 64.4 84.7 95.5 92.\n", + " 84.4 154. 156. 166. 183. 70.3 63.6 52.5 59. 59.5\n", + " 55.2 88. 83. 104.5 102. 92. 107.4 123.2 112.5 118.5\n", + " 101.5 173.7 165.5 181. 99.5 92.3 90.1 80.2 82. 91.2\n", + " 91.5 81.2 93. 69. 86.3 82. 103. 103.5 96. 112. 104.\n", + " 132.5 123.5 120.3 145. 144.2 142.8 132. 134.2 137. 139.\n", + " 133.6 120.4 120. 137. 195.8 177.2 181. 185.9 175.7 186. 211.\n", + " 125. 118. 117.1 107. 102.5 112. 97.4 91.5 87.6 106.5\n", + " 101. 99.3 90. 137. 114. 126. 124. 140.5 157.5 146. 145.\n", + " 141. 171. 166. 155. 145. 159. 138. 142. 159. 163.5\n", + " 229.5 142. 125. 132. 130.5 125. 122. 121. 122.2 112. 106.\n", + " 114.5 151. 128.5 109.5 126. 147. 158. 147. 165. 188.9\n", + " 170. 178. 148.5 165. 177. 167. 195. 226. 215. 201. 205.\n", + " 151.5 165.5 157. 139. 163. 153.5 139. 162. 173. 159.5\n", + " 159.5 155.5 141. 126. 164. 163. 166.5 146. 165. 159. 195.\n", + " 218. 250. 235. 186.5 156.5 162. 162. 170.2 173.2 186.8\n", + " 173. 187. 174. 188.5 199. 228. 215. 216. 240. ]\n", + "\n", + " --- This is a regression problem ---\n", + "\n", + " Calculating kernel matrix, this could take a while...\n" + ] + }, + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 82\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 83\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'\\n Calculating kernel matrix, this could take a while...'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 84\u001b[0;31m \u001b[0mKmatrix\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mweisfeilerlehmankernel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdataset\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mheight\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mheight\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbase_kernel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'sp'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 85\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mKmatrix\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 86\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'\\n Saving kernel matrix to file...'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/media/ljia/DATA/research-repo/codes/Linlin/py-graph/pygraph/kernels/weisfeilerLehmanKernel.py\u001b[0m in \u001b[0;36mweisfeilerlehmankernel\u001b[0;34m(height, base_kernel, *args)\u001b[0m\n\u001b[1;32m 71\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mGn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 72\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mj\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m,\u001b[0m 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\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 245\u001b[0m \u001b[0;31m# get label sets of both graphs\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/media/ljia/DATA/research-repo/codes/Linlin/py-graph/pygraph/kernels/spkernel.py\u001b[0m in \u001b[0;36mspkernel\u001b[0;34m(*args)\u001b[0m\n\u001b[1;32m 62\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0me1\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mG1\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0medges\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 63\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0me2\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mG2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0medges\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 64\u001b[0;31m \u001b[0;32mif\u001b[0m \u001b[0me1\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'cost'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0;36m0\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0me1\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'cost'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0me2\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'cost'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me1\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0me2\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0me1\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0me2\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0me1\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0me2\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0me1\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0me2\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 65\u001b[0m \u001b[0mkernel\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 66\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "# Author: Elisabetta Ghisu\n", + "# test of WL subtree kernel\n", + "\n", + "\"\"\"\n", + "- This script take as input a kernel matrix\n", + "and returns the classification or regression performance\n", + "- The kernel matrix can be calculated using any of the graph kernels approaches\n", + "- The criteria used for prediction are SVM for classification and kernel Ridge regression for regression\n", + "- For predition we divide the data in training, validation and test. For each split, we first train on the train data, \n", + "then evaluate the performance on the validation. We choose the optimal parameters for the validation set and finally\n", + "provide the corresponding performance on the test set. If more than one split is performed, the final results \n", + "correspond to the average of the performances on the test sets. \n", + "\n", + "@references\n", + " https://github.com/eghisu/GraphKernels/blob/master/GraphKernelsCollection/python_scripts/compute_perf_gk.py\n", + "\"\"\"\n", + "\n", + "print(__doc__)\n", + "\n", + "import sys\n", + "import os\n", + "import pathlib\n", + "sys.path.insert(0, \"../\")\n", + "from tabulate import tabulate\n", + "\n", + "import random\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from sklearn.kernel_ridge import KernelRidge # 0.17\n", + "from sklearn.metrics import accuracy_score, mean_squared_error\n", + "from sklearn import svm\n", + "\n", + "from pygraph.kernels.weisfeilerLehmanKernel import weisfeilerlehmankernel\n", + "from pygraph.utils.graphfiles import loadDataset\n", + "\n", + "val_means_height = []\n", + "val_stds_height = []\n", + "test_means_height = []\n", + "test_stds_height = []\n", + "\n", + "\n", + "for height in np.linspace(0, 10, 11):\n", + " print('\\n --- calculating kernel matrix when subtree height = %d ---' % height)\n", + "\n", + " print('\\n Loading dataset from file...')\n", + " dataset, y = loadDataset(\"../../../../datasets/acyclic/Acyclic/dataset_bps.ds\")\n", + " y = np.array(y)\n", + " print(y)\n", + "\n", + " # setup the parameters\n", + " model_type = 'regression' # Regression or classification problem\n", + " print('\\n --- This is a %s problem ---' % model_type)\n", + "\n", + " datasize = len(dataset)\n", + " trials = 100 # Trials for hyperparameters random search\n", + " splits = 10 # Number of splits of the data\n", + " alpha_grid = np.logspace(-10, 10, num = trials, base = 10) # corresponds to (2*C)^-1 in other linear models such as LogisticRegression\n", + " C_grid = np.logspace(-10, 10, num = trials, base = 10)\n", + " random.seed(20) # Set the seed for uniform parameter distribution\n", + "\n", + " # set the output path\n", + " kernel_file_path = 'kernelmatrices_weisfeilerlehman_acyclic/'\n", + " if not os.path.exists(kernel_file_path):\n", + " os.makedirs(kernel_file_path)\n", + "\n", + "\n", + " \"\"\"\n", + " - Here starts the main program\n", + " - First we permute the data, then for each split we evaluate corresponding performances\n", + " - In the end, the performances are averaged over the test sets\n", + " \"\"\"\n", + "\n", + " # save kernel matrices to files / read kernel matrices from files\n", + " kernel_file = kernel_file_path + 'km.ds'\n", + " path = pathlib.Path(kernel_file)\n", + " # get train set kernel matrix\n", + " if path.is_file():\n", + " print('\\n Loading the kernel matrix from file...')\n", + " Kmatrix = np.loadtxt(kernel_file)\n", + " print(Kmatrix)\n", + " else:\n", + " print('\\n Calculating kernel matrix, this could take a while...')\n", + " Kmatrix = weisfeilerlehmankernel(dataset, node_label = 'atom', height = int(height), base_kernel = 'sp')\n", + " print(Kmatrix)\n", + " print('\\n Saving kernel matrix to file...')\n", + "# np.savetxt(kernel_file, Kmatrix)\n", + "\n", + " # Initialize the performance of the best parameter trial on validation with the corresponding performance on test\n", + " val_split = []\n", + " test_split = []\n", + "\n", + " # For each split of the data\n", + " for j in range(10, 10 + splits):\n", + " # print('\\n Starting split %d...' % j)\n", + "\n", + " # Set the random set for data permutation\n", + " random_state = int(j)\n", + " np.random.seed(random_state)\n", + " idx_perm = np.random.permutation(datasize)\n", + " # print(idx_perm)\n", + "\n", + " # Permute the data\n", + " y_perm = y[idx_perm] # targets permutation\n", + " # print(y_perm)\n", + " Kmatrix_perm = Kmatrix[:, idx_perm] # inputs permutation\n", + " # print(Kmatrix_perm)\n", + " Kmatrix_perm = Kmatrix_perm[idx_perm, :] # inputs permutation\n", + "\n", + " # Set the training, validation and test\n", + " # Note: the percentage can be set up by the user\n", + " num_train_val = int((datasize * 90) / 100) # 90% (of entire dataset) for training and validation\n", + " num_test = datasize - num_train_val # 10% (of entire dataset) for test\n", + " num_train = int((num_train_val * 90) / 100) # 90% (of train + val) for training\n", + " num_val = num_train_val - num_train # 10% (of train + val) for validation\n", + "\n", + " # Split the kernel matrix\n", + " Kmatrix_train = Kmatrix_perm[0:num_train, 0:num_train]\n", + " Kmatrix_val = Kmatrix_perm[num_train:(num_train + num_val), 0:num_train]\n", + " Kmatrix_test = Kmatrix_perm[(num_train + num_val):datasize, 0:num_train]\n", + "\n", + " # Split the targets\n", + " y_train = y_perm[0:num_train]\n", + "\n", + " # Normalization step (for real valued targets only)\n", + " if model_type == 'regression':\n", + " # print('\\n Normalizing output y...')\n", + " y_train_mean = np.mean(y_train)\n", + " y_train_std = np.std(y_train)\n", + " y_train = (y_train - y_train_mean) / float(y_train_std)\n", + " # print(y)\n", + "\n", + " y_val = y_perm[num_train:(num_train + num_val)]\n", + " y_test = y_perm[(num_train + num_val):datasize]\n", + "\n", + " # Record the performance for each parameter trial respectively on validation and test set\n", + " perf_all_train = []\n", + " perf_all_test = []\n", + "\n", + " # For each parameter trial\n", + " for i in range(trials):\n", + " # For regression use the Kernel Ridge method\n", + " if model_type == 'regression':\n", + " # print('\\n Starting experiment for trial %d and parameter alpha = %3f\\n ' % (i, alpha_grid[i]))\n", + "\n", + " # Fit the kernel ridge model\n", + " KR = KernelRidge(kernel = 'precomputed', alpha = alpha_grid[i])\n", + " # KR = svm.SVR(kernel = 'precomputed', C = C_grid[i])\n", + " KR.fit(Kmatrix_train, y_train)\n", + "\n", + " # predict on the validation and test set\n", + " y_pred = KR.predict(Kmatrix_val)\n", + " y_pred_test = KR.predict(Kmatrix_test)\n", + " # print(y_pred)\n", + "\n", + " # adjust prediction: needed because the training targets have been normalizaed\n", + " y_pred = y_pred * float(y_train_std) + y_train_mean\n", + " # print(y_pred)\n", + " y_pred_test = y_pred_test * float(y_train_std) + y_train_mean\n", + " # print(y_pred_test)\n", + "\n", + " # root mean squared error on validation\n", + " rmse = np.sqrt(mean_squared_error(y_val, y_pred))\n", + " perf_all_val.append(rmse)\n", + "\n", + " # root mean squared error in test \n", + " rmse_test = np.sqrt(mean_squared_error(y_test, y_pred_test))\n", + " perf_all_test.append(rmse_test)\n", + "\n", + " # print('The performance on the validation set is: %3f' % rmse)\n", + " # print('The performance on the test set is: %3f' % rmse_test)\n", + "\n", + " # --- FIND THE OPTIMAL PARAMETERS --- #\n", + " # For regression: minimise the mean squared error\n", + " if model_type == 'regression':\n", + "\n", + " # get optimal parameter on validation (argmin mean squared error)\n", + " min_idx = np.argmin(perf_all_test)\n", + " alpha_opt = alpha_grid[min_idx]\n", + "\n", + " # performance corresponding to optimal parameter on val\n", + " perf_val_opt = perf_all_val[min_idx]\n", + "\n", + " # corresponding performance on test for the same parameter\n", + " perf_test_opt = perf_all_test[min_idx]\n", + "\n", + " # print('The best performance is for trial %d with parameter alpha = %3f' % (min_idx, alpha_opt))\n", + " # print('The best performance on the validation set is: %3f' % perf_val_opt)\n", + " # print('The corresponding performance on test set is: %3f' % perf_test_opt)\n", + "\n", + " # append the best performance on validation\n", + " # at the current split\n", + " val_split.append(perf_val_opt)\n", + "\n", + " # append the correponding performance on the test set\n", + " test_split.append(perf_test_opt)\n", + "\n", + " # average the results\n", + " # mean of the validation performances over the splits\n", + " val_mean = np.mean(np.asarray(val_split))\n", + " # std deviation of validation over the splits\n", + " val_std = np.std(np.asarray(val_split))\n", + "\n", + " # mean of the test performances over the splits\n", + " test_mean = np.mean(np.asarray(test_split))\n", + " # std deviation of the test oer the splits\n", + " test_std = np.std(np.asarray(test_split))\n", + "\n", + " print('\\n Mean performance on val set: %3f' % val_mean)\n", + " print('With standard deviation: %3f' % val_std)\n", + " print('\\n Mean performance on test set: %3f' % test_mean)\n", + " print('With standard deviation: %3f' % test_std)\n", + " \n", + " val_means_height.append(val_mean)\n", + " val_stds_height.append(val_std)\n", + " test_means_height.append(test_mean)\n", + " test_stds_height.append(test_std)\n", + " \n", + "print('\\n') \n", + "print(tabulate({'height': np.linspace(1, 12, 11), 'RMSE': test_means_height, 'std': test_stds_height}, headers='keys'))" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{0: 'C', 1: 'C', 2: 'C', 3: 'C', 4: 'C', 5: 'O', 6: 'O'}" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# a = [0, 1, 3, 2]\n", + "# b = [3, 2, 1, 0]\n", + "# print(1 if a == b else 0)\n", + "\n", + "# max(1 ,2)\n", + "\n", + "# x = [ 'r', 'a', 's' ]\n", + "# x.sort()\n", + "# print(x)\n", + "\n", + "# def test1(*args, base = 'subtree'):\n", + "# if base == 'subtree':\n", + "# print('subtree')\n", + "# elif base == 'edge':\n", + "# print('edge')\n", + "# else:\n", + "# print('sp')\n", + "\n", + "# # function parameter usage test\n", + "# test1('hello', 'hi', base = 'edge')\n", + "\n", + "# # python matrix calculation speed test\n", + "# import numpy as np\n", + "# import time\n", + "\n", + "# size = 100\n", + "# m1 = np.random.random((size, size))\n", + "# m2 = np.random.random((size, size))\n", + "# itr = 1\n", + "\n", + "# start_time = time.time()\n", + "# for i in range(itr):\n", + "# np.dot(m1, m2)\n", + "# print(time.time() - start_time)\n", + "\n", + "# start_time = time.time()\n", + "# for j in range(itr):\n", + "# result = np.zeros((size, size))\n", + "# for i1 in range(size):\n", + "# for i2 in range(size):\n", + "# for i3 in range(size):\n", + "# result[i1][i2] += m1[i1][i3] * m2[i3][i2]\n", + "# print(time.time() - start_time)\n", + "\n", + "# start_time = time.time()\n", + "# for i in range(itr):\n", + "# print(np.dot(m1, m2))\n", + "# print(time.time() - start_time)\n", + "\n", + "# start_time = time.time()\n", + "# for j in range(itr):\n", + "# result = np.zeros((size, size))\n", + "# for i1 in range(size):\n", + "# for i2 in range(size):\n", + "# for i3 in range(size):\n", + "# result[i1][i2] += m1[i1][i3] * m2[i3][i2]\n", + "# print(result)\n", + "# print(time.time() - start_time)\n", + "\n", + "# help(np.sum)\n", + "\n", + "# test dict\n", + "import sys\n", + "from collections import Counter\n", + "import networkx as nx\n", + "sys.path.insert(0, \"../\")\n", + "from pygraph.utils.graphfiles import loadDataset\n", + "from pygraph.kernels.spkernel import spkernel\n", + "\n", + "dataset, y = loadDataset(\"../../../../datasets/acyclic/Acyclic/dataset_bps.ds\")\n", + "G1 = dataset[15]\n", + "nx.get_node_attributes(G1, 'label')\n", + "listhqhq = list(nx.get_node_attributes(G1, 'label').values())\n", + "dicthaha = dict(Counter(listhqhq))\n", + "len(dicthaha)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.5.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/pygraph/kernels/__pycache__/spKernel.cpython-35.pyc b/pygraph/kernels/__pycache__/spKernel.cpython-35.pyc new file mode 100644 index 0000000..af6d976 Binary files /dev/null and b/pygraph/kernels/__pycache__/spKernel.cpython-35.pyc differ diff --git a/pygraph/kernels/__pycache__/treeletKernel.cpython-35.pyc b/pygraph/kernels/__pycache__/treeletKernel.cpython-35.pyc new file mode 100644 index 0000000..eb8890b Binary files /dev/null and b/pygraph/kernels/__pycache__/treeletKernel.cpython-35.pyc differ diff --git a/pygraph/kernels/spKernel.py b/pygraph/kernels/spKernel.py new file mode 100644 index 0000000..6136c78 --- /dev/null +++ b/pygraph/kernels/spKernel.py @@ -0,0 +1,72 @@ +import sys +import pathlib +sys.path.insert(0, "../") + + +import networkx as nx +import numpy as np +import time + +from pygraph.utils.utils import getSPGraph + + +def spkernel(*args, edge_weight = 'bond_type'): + """Calculate shortest-path kernels between graphs. + + Parameters + ---------- + Gn : List of NetworkX graph + List of graphs between which the kernels are calculated. + / + G1, G2 : NetworkX graphs + 2 graphs between which the kernel is calculated. + edge_weight : string + edge attribute corresponding to the edge weight. The default edge weight is bond_type. + + Return + ------ + Kmatrix/Kernel : Numpy matrix/int + Kernel matrix, each element of which is the sp kernel between 2 praphs. / SP Kernel between 2 graphs. + + References + ---------- + [1] Borgwardt KM, Kriegel HP. Shortest-path kernels on graphs. InData Mining, Fifth IEEE International Conference on 2005 Nov 27 (pp. 8-pp). IEEE. + """ + if len(args) == 1: # for a list of graphs + Gn = args[0] + + Kmatrix = np.zeros((len(Gn), len(Gn))) + + Sn = [] # get shortest path graphs of Gn + for i in range(0, len(Gn)): + Sn.append(getSPGraph(Gn[i], edge_weight = edge_weight)) + + start_time = time.time() + for i in range(0, len(Gn)): + for j in range(i, len(Gn)): + for e1 in Sn[i].edges(data = True): + for e2 in Sn[j].edges(data = True): + if e1[2]['cost'] != 0 and e1[2]['cost'] == e2[2]['cost'] and ((e1[0] == e2[0] and e1[1] == e2[1]) or (e1[0] == e2[1] and e1[1] == e2[0])): + Kmatrix[i][j] += 1 + Kmatrix[j][i] += (0 if i == j else 1) + + run_time = time.time() - start_time + print("--- shortest path kernel matrix of size %d built in %s seconds ---" % (len(Gn), run_time)) + + return Kmatrix, run_time + + else: # for only 2 graphs + G1 = getSPGraph(args[0], edge_weight = edge_weight) + G2 = getSPGraph(args[1], edge_weight = edge_weight) + + kernel = 0 + + start_time = time.time() + for e1 in G1.edges(data = True): + for e2 in G2.edges(data = True): + if e1[2]['cost'] != 0 and e1[2]['cost'] == e2[2]['cost'] and ((e1[0] == e2[0] and e1[1] == e2[1]) or (e1[0] == e2[1] and e1[1] == e2[0])): + kernel += 1 + +# print("--- shortest path kernel built in %s seconds ---" % (time.time() - start_time)) + + return kernel \ No newline at end of file diff --git a/pygraph/kernels/treeletKernel.py b/pygraph/kernels/treeletKernel.py new file mode 100644 index 0000000..4988b57 --- /dev/null +++ b/pygraph/kernels/treeletKernel.py @@ -0,0 +1,275 @@ +import sys +import pathlib +sys.path.insert(0, "../") +import time + +from collections import Counter +from itertools import chain + +import networkx as nx +import numpy as np + + +def find_paths(G, source_node, length): + if length == 0: + return [[source_node]] + path = [ [source_node] + path for neighbor in G[source_node] \ + for path in find_paths(G, neighbor, length - 1) if source_node not in path ] + return path + +def find_all_paths(G, length): + all_paths = [] + for node in G: + all_paths.extend(find_paths(G, node, length)) + all_paths_r = [ path[::-1] for path in all_paths ] + + # remove double direction + for idx, path in enumerate(all_paths[:-1]): + for path2 in all_paths_r[idx+1::]: + if path == path2: + all_paths[idx] = [] + break + + return list(filter(lambda a: a != [], all_paths)) + +def get_canonkey(G, node_label = 'atom', edge_label = 'bond_type', labeled = True): + + patterns = {} + canonkey = {} # canonical key + + ### structural analysis ### + # linear patterns + patterns['0'] = G.nodes() + canonkey['0'] = nx.number_of_nodes(G) + for i in range(1, 6): + patterns[str(i)] = find_all_paths(G, i) + canonkey[str(i)] = len(patterns[str(i)]) + + # n-star patterns + patterns['3star'] = [ [node] + [neighbor for neighbor in G[node]] for node in G.nodes() if G.degree(node) == 3 ] + patterns['4star'] = [ [node] + [neighbor for neighbor in G[node]] for node in G.nodes() if G.degree(node) == 4 ] + patterns['5star'] = [ [node] + [neighbor for neighbor in G[node]] for node in G.nodes() if G.degree(node) == 5 ] + # n-star patterns + canonkey['6'] = len(patterns['3star']) + canonkey['8'] = len(patterns['4star']) + canonkey['d'] = len(patterns['5star']) + + # pattern 7 + patterns['7'] = [] + for pattern in patterns['3star']: + for i in range(1, len(pattern)): + if G.degree(pattern[i]) >= 2: + pattern_t = pattern[:] + pattern_t[i], pattern_t[3] = pattern_t[3], pattern_t[i] + for neighborx in G[pattern[i]]: + if neighborx != pattern[0]: + new_pattern = pattern_t + [ neighborx ] + patterns['7'].append(new_pattern) + canonkey['7'] = len(patterns['7']) + + # pattern 11 + patterns['11'] = [] + for pattern in patterns['4star']: + for i in range(1, len(pattern)): + if G.degree(pattern[i]) >= 2: + pattern_t = pattern[:] + pattern_t[i], pattern_t[4] = pattern_t[4], pattern_t[i] + for neighborx in G[pattern[i]]: + if neighborx != pattern[0]: + new_pattern = pattern_t + [ neighborx ] + patterns['11'].append(new_pattern) + canonkey['b'] = len(patterns['11']) + + # pattern 12 + patterns['12'] = [] + rootlist = [] + for pattern in patterns['3star']: + if pattern[0] not in rootlist: + rootlist.append(pattern[0]) + for i in range(1, len(pattern)): + if G.degree(pattern[i]) >= 3: + rootlist.append(pattern[i]) + pattern_t = pattern[:] + pattern_t[i], pattern_t[3] = pattern_t[3], pattern_t[i] + for neighborx1 in G[pattern[i]]: + if neighborx1 != pattern[0]: + for neighborx2 in G[pattern[i]]: + if neighborx1 > neighborx2 and neighborx2 != pattern[0]: + new_pattern = pattern_t + [neighborx1] + [neighborx2] +# new_patterns = [ pattern + [neighborx1] + [neighborx2] for neighborx1 in G[pattern[i]] if neighborx1 != pattern[0] for neighborx2 in G[pattern[i]] if (neighborx1 > neighborx2 and neighborx2 != pattern[0]) ] + patterns['12'].append(new_pattern) + canonkey['c'] = int(len(patterns['12']) / 2) + + # pattern 9 + patterns['9'] = [] + for pattern in patterns['3star']: + for pairs in [ [neighbor1, neighbor2] for neighbor1 in G[pattern[0]] if G.degree(neighbor1) >= 2 \ + for neighbor2 in G[pattern[0]] if G.degree(neighbor2) >= 2 if neighbor1 > neighbor2 ]: + pattern_t = pattern[:] + pattern_t[pattern_t.index(pairs[0])], pattern_t[2] = pattern_t[2], pattern_t[pattern_t.index(pairs[0])] + pattern_t[pattern_t.index(pairs[1])], pattern_t[3] = pattern_t[3], pattern_t[pattern_t.index(pairs[1])] + for neighborx1 in G[pairs[0]]: + if neighborx1 != pattern[0]: + for neighborx2 in G[pairs[1]]: + if neighborx2 != pattern[0]: + new_pattern = pattern_t + [neighborx1] + [neighborx2] + patterns['9'].append(new_pattern) + canonkey['9'] = len(patterns['9']) + + # pattern 10 + patterns['10'] = [] + for pattern in patterns['3star']: + for i in range(1, len(pattern)): + if G.degree(pattern[i]) >= 2: + for neighborx in G[pattern[i]]: + if neighborx != pattern[0] and G.degree(neighborx) >= 2: + pattern_t = pattern[:] + pattern_t[i], pattern_t[3] = pattern_t[3], pattern_t[i] + new_patterns = [ pattern_t + [neighborx] + [neighborxx] for neighborxx in G[neighborx] if neighborxx != pattern[i] ] + patterns['10'].extend(new_patterns) + canonkey['a'] = len(patterns['10']) + + ### labeling information ### + if labeled == True: + canonkey_l = {} + + # linear patterns + canonkey_t = Counter(list(nx.get_node_attributes(G, node_label).values())) + for key in canonkey_t: + canonkey_l['0' + key] = canonkey_t[key] + + for i in range(1, 6): + treelet = [] + for pattern in patterns[str(i)]: + canonlist = list(chain.from_iterable((G.node[node][node_label], \ + G[node][pattern[idx+1]][edge_label]) for idx, node in enumerate(pattern[:-1]))) + canonlist.append(G.node[pattern[-1]][node_label]) + canonkey_t = ''.join(canonlist) + canonkey_t = canonkey_t if canonkey_t < canonkey_t[::-1] else canonkey_t[::-1] + treelet.append(str(i) + canonkey_t) + canonkey_l.update(Counter(treelet)) + + # n-star patterns + for i in range(3, 6): + treelet = [] + for pattern in patterns[str(i) + 'star']: + canonlist = [ G.node[leaf][node_label] + G[leaf][pattern[0]][edge_label] for leaf in pattern[1:] ] + canonlist.sort() + canonkey_t = ('d' if i == 5 else str(i * 2)) + G.node[pattern[0]][node_label] + ''.join(canonlist) + treelet.append(canonkey_t) + canonkey_l.update(Counter(treelet)) + + # pattern 7 + treelet = [] + for pattern in patterns['7']: + canonlist = [ G.node[leaf][node_label] + G[leaf][pattern[0]][edge_label] for leaf in pattern[1:3] ] + canonlist.sort() + canonkey_t = '7' + G.node[pattern[0]][node_label] + ''.join(canonlist) \ + + G.node[pattern[3]][node_label] + G[pattern[3]][pattern[0]][edge_label] \ + + G.node[pattern[4]][node_label] + G[pattern[4]][pattern[3]][edge_label] + treelet.append(canonkey_t) + canonkey_l.update(Counter(treelet)) + + # pattern 11 + treelet = [] + for pattern in patterns['11']: + canonlist = [ G.node[leaf][node_label] + G[leaf][pattern[0]][edge_label] for leaf in pattern[1:4] ] + canonlist.sort() + canonkey_t = 'b' + G.node[pattern[0]][node_label] + ''.join(canonlist) \ + + G.node[pattern[4]][node_label] + G[pattern[4]][pattern[0]][edge_label] \ + + G.node[pattern[5]][node_label] + G[pattern[5]][pattern[4]][edge_label] + treelet.append(canonkey_t) + canonkey_l.update(Counter(treelet)) + + # pattern 10 + treelet = [] + for pattern in patterns['10']: + canonkey4 = G.node[pattern[5]][node_label] + G[pattern[5]][pattern[4]][edge_label] + canonlist = [ G.node[leaf][node_label] + G[leaf][pattern[0]][edge_label] for leaf in pattern[1:3] ] + canonlist.sort() + canonkey0 = ''.join(canonlist) + canonkey_t = 'a' + G.node[pattern[3]][node_label] \ + + G.node[pattern[4]][node_label] + G[pattern[4]][pattern[3]][edge_label] \ + + G.node[pattern[0]][node_label] + G[pattern[0]][pattern[3]][edge_label] \ + + canonkey4 + canonkey0 + treelet.append(canonkey_t) + canonkey_l.update(Counter(treelet)) + + # pattern 12 + treelet = [] + for pattern in patterns['12']: + canonlist0 = [ G.node[leaf][node_label] + G[leaf][pattern[0]][edge_label] for leaf in pattern[1:3] ] + canonlist0.sort() + canonlist3 = [ G.node[leaf][node_label] + G[leaf][pattern[3]][edge_label] for leaf in pattern[4:6] ] + canonlist3.sort() + canonkey_t1 = 'c' + G.node[pattern[0]][node_label] \ + + ''.join(canonlist0) \ + + G.node[pattern[3]][node_label] + G[pattern[3]][pattern[0]][edge_label] \ + + ''.join(canonlist3) + + canonkey_t2 = 'c' + G.node[pattern[3]][node_label] \ + + ''.join(canonlist3) \ + + G.node[pattern[0]][node_label] + G[pattern[0]][pattern[3]][edge_label] \ + + ''.join(canonlist0) + + treelet.append(canonkey_t1 if canonkey_t1 < canonkey_t2 else canonkey_t2) + canonkey_l.update(Counter(treelet)) + + # pattern 9 + treelet = [] + for pattern in patterns['9']: + canonkey2 = G.node[pattern[4]][node_label] + G[pattern[4]][pattern[2]][edge_label] + canonkey3 = G.node[pattern[5]][node_label] + G[pattern[5]][pattern[3]][edge_label] + prekey2 = G.node[pattern[2]][node_label] + G[pattern[2]][pattern[0]][edge_label] + prekey3 = G.node[pattern[3]][node_label] + G[pattern[3]][pattern[0]][edge_label] + if prekey2 + canonkey2 < prekey3 + canonkey3: + canonkey_t = G.node[pattern[1]][node_label] + G[pattern[1]][pattern[0]][edge_label] \ + + prekey2 + prekey3 + canonkey2 + canonkey3 + else: + canonkey_t = G.node[pattern[1]][node_label] + G[pattern[1]][pattern[0]][edge_label] \ + + prekey3 + prekey2 + canonkey3 + canonkey2 + treelet.append('9' + G.node[pattern[0]][node_label] + canonkey_t) + canonkey_l.update(Counter(treelet)) + + return canonkey_l + + return canonkey + + +def treeletkernel(*args, node_label = 'atom', edge_label = 'bond_type', labeled = True): + if len(args) == 1: # for a list of graphs + Gn = args[0] + Kmatrix = np.zeros((len(Gn), len(Gn))) + + start_time = time.time() + + for i in range(0, len(Gn)): + for j in range(i, len(Gn)): + Kmatrix[i][j] = treeletkernel(Gn[i], Gn[j], labeled = labeled, node_label = node_label, edge_label = edge_label) + Kmatrix[j][i] = Kmatrix[i][j] + + run_time = time.time() - start_time + print("\n --- treelet kernel matrix of size %d built in %s seconds ---" % (len(Gn), run_time)) + + return Kmatrix, run_time + + else: # for only 2 graphs + + G1 = args[0] + G = args[1] + kernel = 0 + +# start_time = time.time() + + canonkey2 = get_canonkey(G, node_label = node_label, edge_label = edge_label, labeled = labeled) + canonkey1 = get_canonkey(G1, node_label = node_label, edge_label = edge_label, labeled = labeled) + + keys = set(canonkey1.keys()) & set(canonkey2.keys()) # find same canonical keys in both graphs + vector1 = np.matrix([ (canonkey1[key] if (key in canonkey1.keys()) else 0) for key in keys ]) + vector2 = np.matrix([ (canonkey2[key] if (key in canonkey2.keys()) else 0) for key in keys ]) + kernel = np.sum(np.exp(- np.square(vector1 - vector2) / 2)) + +# run_time = time.time() - start_time +# print("\n --- treelet kernel built in %s seconds ---" % (run_time)) + + return kernel#, run_time \ No newline at end of file