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H. Sosik image segmentation workflow, Octave implementation
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{ | |
"metadata": { | |
"name": "Heidi_blob_Octave_run_saved" | |
}, | |
"nbformat": 3, | |
"nbformat_minor": 0, | |
"worksheets": [ | |
{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": "%load_ext octavemagic", | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"stream": "stdout", | |
"text": "The octavemagic extension is already loaded. To reload it, use:\n %reload_ext octavemagic\n" | |
} | |
], | |
"prompt_number": 16 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": "import numpy as np\nfrom oii.image.io import imread\nfrom oii.image.ipython import show_image\n\npid = 'http://ifcb-data.whoi.edu/mvco/IFCB1_2013_292_140308_00971'\n\nroi = imread(pid+'.png')\nrgb = np.dstack([roi, roi, roi])\n\nHT_T1, HT_T2 = 0.2, 0.1\nBLOB_MIN = 150\n\nshow_image(roi)", | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"metadata": {}, | |
"output_type": "pyout", | |
"png": 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wFkDSMHxI7tgoWWoGrV7IOitjtA5ynw0tuyI6DwuF8t6jANMOzo48DXUNBGqi7B2QeCB4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tga1rjQOArJGCfkpWRvm7YkNOfyYEuZ4Zba/npL7e1p0MgZkTV96DHfyyQ/jc4J3Pa37xc2dqM5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\nAUUDCxFysb5bQs6mXJv6OGxqMQNifP5/99ElWNE3wjcAAAAASUVORK5CYII=\n", | |
"prompt_number": 17, | |
"text": "<IPython.core.display.Image at 0x3b4f290>" | |
} | |
], | |
"prompt_number": 17 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": "%%octave -i roi -o Mm\n\nPC_NSCALE=4;\nPC_NORIENT=6;\nPC_MIN_WAVELENGTH=2;\nPC_MULT=2.5;\nPC_SIGMA_ONF=0.55;\nPC_K=2.0;\nPC_CUTOFF=0.3;\nPC_G=5;\nPC_NOISEMETHOD=-1;\n\n[M,m,orim] = phasecong3(roi,PC_NSCALE,PC_NORIENT,PC_MIN_WAVELENGTH,PC_MULT,PC_SIGMA_ONF,PC_K,PC_CUTOFF,PC_G,PC_NOISEMETHOD);\n\nMm = M + m;", | |
"language": "python", | |
"metadata": {}, | |
"outputs": [], | |
"prompt_number": 18 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": "from oii.image.ipython import show_image, show_masked\n\nshow_image(Mm)", | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"metadata": {}, | |
"output_type": "pyout", | |
"png": 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yZTFqPCA3C3GQAoGpCQAzlqOnR71VzWmeoV2T5YqOmIlqVYPsFth0nKd5ywBn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\nQBmwND+yQqVy3YNOO2/KaewR5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| |
"prompt_number": 19, | |
"text": "<IPython.core.display.Image at 0x3e47f10>" | |
} | |
], | |
"prompt_number": 19 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": "from oii.image.morphology import hysthresh\n\n# step 2: hysteresis thresholding\nblob = hysthresh(Mm,HT_T1,HT_T2)\n# step 3: trim pixels off the edge\nblob[blob[:,1]==0,0]=0\nblob[blob[:,-2]==0,-1]=0\nblob[0,blob[1,:]==0]=0\nblob[-1,blob[-2,:]==0]=0\n\nshow_masked(rgb,blob)", | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"metadata": {}, | |
"output_type": "pyout", | |
"png": 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glnSxWOSamN2WFFmoe6CCNSEAVT9CHaUoBOYEy17RFZbU0gRBgPUfCPyYNSJD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pMhk1C+p0tbW1+MhCIsL+++3nMQw0G3j9LTffTDDq0mIMYp98/LFNawy73W5If0opTnICr6Qe\nDk144dLK2cSR8CHIv+2Qs1J6JnQymeTSAeKBrGHQgWZbrVaER2xaqZvHY9UDZGx66gYcCqse1pTV\nYiZkJ7w5Ryq/Jfmjxdac9Lzw4osPPvAApwDJvdvt7j4za2uNiTS33nLLoJdf7uaffLpqFd8x3NKS\nzWYnT5pkDYez2Wx7e7tcJ6GTy+X6WcvNbh8yeLDdZitD6r73vvse79PH4XDcfc89w4YOFQQCHRWb\nVjzmYE3ruREysI+9/eADD0QiEVJkq9X6mh4XYbaFixZ185suXbLkZ0Gl5man0zl+3DilcaFEIrFx\n40ZUI5qbm3f55R8CxtDczMoj4Wa1lAoOoCVzuxiaAujy85lot//zhBNmzpjhdrubm5tlnxAAsYYJ\nBZjwUaaurJQqpH0RduT0DBgR1SKEZ0egMtvNluttsL79+t15xx1sKBYAaIFZ88TMIy1vZDwPP/TQ\no489Zv55IadBhFO6fE+6PNEzYcDibbfe2qWHVko98OCDL77wAp4AN2/+LdLfnJtKqXQ6TX5DrLD8\ngw+EWAoCp5QqLH7tsssujY2NIKLMa6EYZ7PZSs38rq+vR1iG2BGuDIchx6NQIngNA+u8XdEAr7ry\nyt0bGpiTtmbNms2bN7e1tRV95eFHHLFo4UKWXKFC7TYXubtjhcugqJlBI7BPi8XyZL9+nlDIarVO\nnjTplFNP5Uywa/Vci55VjysScValFG0a6XQ6Tx5K6S642nCYCIyTjR5xYib+kIyOrLKhoQHOsoht\nrFu3TprwyDkJgEj2hHCulCrTj0NhhQRSvBgFPl5gLolymgkCirygRetss3iov/CHIBZkwgSFZDIc\naJYFCxaABGa1PgDZCR8m4Hhaj90gluQiuGUgP+S+UvmQUEW8CI1frLysVj+26JliRAkAekSpQha7\n7NJLKyoqdt999913372iosIwjHA43NLSUtivcvppp02YONH8k0suvhgK0sUXXeRyufLmwfV/9tlk\nMnnfVioMYNOnTZP988GyZbFYjBuI8qrFYqHlIJPJXHrZZS8PGiTNcPyWLqBsNnvJpZeOeftt0Igu\nXIhS48eNI5M+/p//nD9vHgF+KBSi8QnHLHugKOFlO23G9OnoKpA9gBeRYoKWQzIozOR23WUXYRjw\nuCldszrpqLHb7R99/LH5ryZOmEAgyAjVTCYDx4dcEHnCaVOnim+26qExrFXWWyQSAdcJh8NmeL87\n9tqrr5LKKA2xglKQs9bW1gYCgTLSkr+iPfzQQ+wy4ahXVVVt1SO+4frrJfh+0jRl9bZbb33u+ef7\n9e27ZcsWYdEPf+MNu92+zcCAeVTXttnAAQNcLld1dTXAjNfrLSVF8s3XX9P41N7ebkbgsVg0ms1m\nv/zyy88//7y5ubmoyFqeLVq4MKen2geDQUkkPB6PYRh1dXXZbBbFSpx9Y48epd7qsEMPdbvd782b\np5R6vE+f3XbbzWq1Mimys7OzoaGh/EiY/1X2yssvG4Zx3fXXD3/jDavVSp3lmaefpjoJS66mpsbn\n89FcumTxYnAO0XojvmQN19bVbe0FfPnFF8FgMB6PB4NBeSJKqerqasF4Nm/axEnb0tISDoeDwSBn\nC2J8Dz7wQDqdZvFPnjQJDeasFpgKBAKlMIm//PnPNTU1dXV1fr8f/iYE/l69elFoE1HIpUuWOPQo\naNgAIhAizdCCbBMvprQmLkg+dwnf4XA47JFIBE9p1SJKmKFFRcC083xwSs/SAGOUHhjY2kqflWiN\nMYWb+gFlAM44mqCsetCHUgqGW0ZPicbo8EsmkzQ1JhKJUCiUx/I4+aSTAoGA324/5+yz3zGN8q2q\nqrrxhhvsdnuNUh6P5+mnnurZsydPa+aMGbt2dhqG8VZB60Upe3/pUu5sPB636JB/xfLlmVSKCAOi\nATdK6qMjhg+vsliAL3DP4ATnnHvuzBkzZs2c6cvlampqyiOxg1955Zprrz3jzDNnTJ9usVgWLVzo\nststFks4HIY8Qi0ZKr/NZvtvuGelRxeTMyX0PEe73Q790mq1MlOy8A/XrF3LP3671164Z+p5VDGJ\n2AqB7k2bNpnJkPX19YSPZiZ/KpWiiYByCUsLYgSrjpfF4/Gtdc9KqfXr11dUVLS1tYGFiJNmd22j\niNs2WV7Wu7V23r//XZlI1NXVsen6P/usKNlt2LDhyiuuqGpuNu8pSnrb/HF57nnL5s2QTqpL6KMV\nGlEXAGD5RnbSyh9/+KGo+JqnqkopdbBS3e86OvKooz5YtiyttY1FHofOLjiYnZ2dTFQrYwcfdJDH\n7fZ4PKedemplZeWbDz444KWXmOtTW1vb0dFRSpHqf6eRfiidUCqlRo0c6YlEyDekOVuqFd3kZpay\nUSNHovibzWapOv3hj3/89ptvoIPF43G40E6n00xM69mr1+ZNm3bq3bv5448l8RNvUlFRIeIBxPff\nfvNNNBotMw4EY+iANGdT/KZO7PP5zI2UBA2ALugHO0zDcMltpExmRmX4IbCipOnpdNqulKIbitMW\n9jUhJOVuu1bMBj2ghACBkwKD1WqFaSmyYrySqVugGcLTpjmBhw1/j8MU0NtmkvKX7wytIxwOV1ZW\nUlwEfjTfwaqqKpkbaP75wEGDnnrySWANQImKigpkcf55wgnjxo61a4HrMjZl8mQ6o/iCnZ2dPp9P\nGg3/etBBX3z+eSgUEswfQ7BJmn+oworKKb2GaKeUb4/GzKgGwBrtg3RoSNcvqbnD4Zg6ZQpRQqGi\nECIn5T+ulFE+4UlBJqAYgwgdscszWnTwgvPPz2azed07PXr0YPEBTLEis1qh99BDDnl/2TJ58fU3\n3DBi+HCn08kYzaIDf4TBkEgkbHoUGx6dH1q1AHWXmtJ5dtutt1rjcTq1CMxhicNQKyXG+b/T3nr7\n7euuvdbhcNTW1hIYya/eHTtWKXXuOeeYS9ScA7/KR6/85JOKYJAh2U1bthTNOGdMnw7uZ9O6whWJ\nhN1u93g8XXMIlFJK7fab32zVVc2dM6dMbeLgQw75YNkyEWbI5XKRSMTtdm+VDINDj38l61BK3XjT\nTc/1709vmNLDuf//wkaNHJnSg2hFIwwBIprycWAWi2Ub2sEL7cl+/XZzuVDtaG5uHqTJrXvutdeX\nX3xBJTuTyRxw4IHrdOgvhvDUfvvvz5jXQCAQDAanTZ3a2tp6X0He0uWEIaXU737723rHz8ZhFYlE\n5r73nlLqyiuuoLIjxkkIJQKXzM/JzcBQDa2KrZQC77RqQTBIFaL86na77ZIc05uIaINVD7FA/ltA\naZyZUHL4f9YfbDqIQih44y9Jr4kpBIBNp9OBQCAajQJacmVSWLXb7eYJECNGjrzwgguYOCnCBXnl\nW4E38zz0W2++uZMezoOAS21trZxEZ5511ksvvuh0OkeNHFlqJsG4sWOtmQz9+wcceOB/vvrK4/Hk\ndV7+ce+9P1i2TCmFMqIILFRUVHR2dp5x5pmlnn33B12IpFceqRL9qRXLl1dXV8v8dppSnE5n0Waw\n7YltgT2Hv/GG0uVYpZUE8mpml15yictqNZ/y/zz+eJfLVZFMEr1BqeW0kha+ollFRUVF0ZGRGCwq\nqR3YtJaONCYopUQZoJtf875774VwIcS0SCQydNiwa66+GvTI7/dvc4p50YUXOp3O17devXw7DZoC\nLZGGYbzw/PPBYHDNmjUtLS0zZ80aY2riUkqdd/75AwcMeOzRR2X679barJkzaTqgoaCtrY1GoMJX\nLlq40JZIVFVVcVZQZW9oaCDtLvrmN990k81mK9R76o59uGKFUqpnZeV33367x557rlu7NpVKIYGS\nTCZ32XVXXnbwIYfMnzePBUAkWmYjFzXwTJgW4uzj8Tg8iW6uxqGvv855RZGVlrO6ujqa/bb2kgo1\nOO+4/XYzCRl7dcgQtgzkLKWUJZulgcL8Mo/Hk8lkKDFw4BR9vttgvXv37t27d21tbSgU6ujo+Omn\nn+RXcBV/WreOs6Vo4wwmvWHMTKqqqnpnzBjqgFuFfgkBWxan/KqQ1pPV0lLg5zhspZTH44EPC6cE\nVwUYTpkPBpxFd9jD2ksmk/akHmaFAjO9T0DfFNskMSfDJh0hP7ZoNVrQRZEe41qpMXMiKKW4INy/\n3W4n8yO3Fv8qEXTe1+7s7ISmD2WgsM/vzRKS942NjWbFg7q6ujxJDYHfi/754FdeqYzHEQpVSn2w\nbNnBugU+T+9JpjFygtfU1NDKvG3ND1OnTInFYuf++9/PP/eczWbrsk8MP/0/ZkBPhCBEAyJMiF16\nySWAFmZCHz/J5XIzZ81SSt126612ux2hWWRPzHiUGFSsMhdzzLHHcpKiksjTzOVyzBgGtxBWRJlQ\nzGxARwLk0L6llBo8ZEh37k8pe65//2g02jMWy2QyZSYlb9q4sdcOOxT+/MMVKwzD6PJZ33/ffb17\n9y5EC0DVCLhlypbL5fL5fGecfvr4CRPML+7z2GOWjo7tSfKkJ/DQww77YNmybDaLOElvPSfbfGGA\ndkqpZDLp8/ncbneZ4XX33H23NZlMJBJ33nGH1WotM9Gy0L784otatxs1D6fTuWH9eksuZ7PZaO7K\nZrNtH39MBYcSEhpk4XB4G2YXvjdv3qGHHEKdkpRLKSWF8GuvuSavq6LQnnryyeTGjRz0FRUV7e3t\ngUAAsmR7e/s2aMBdfsUVL77wgrDkrrn66h2Lba5gMGjR6l3sApCAdDptrgmCi2SzWZJpj8fT/alT\n5e2888+njA04Wkg87L3zzt1/N7KaxYsWhUKhVCpVU1Oz+tNPEU5ob293Op003JfSBfriyy/323df\nAhRcWClm66qVKx3ZLLVOaZ0HIMSl4jelEVTgVdY/kLNsTAKCn/+GzJV6cCqVYnA9LicWizEGh3AS\n4hj91LBb29vbYYrjv1mRYNF8K+5vNptlogAsHpYXtXQunYcNmJD3zbmqRCKBFhqCPuWfCip9Trud\n4jdXXnjiwM5PJBKjR41qaGjIg9SIPIQZJ9L8H3/0kTK1dsycMaMzGiUioSaRyWToIZFJCWZbsXw5\nHi5Pk+/TVatisdihhx0m3Ue33nbbwAEDKEKX/77bb+/NndvN0BJXip9WSgmqg116ySWij5hIJC69\n5JI3hg9XSkE4EJ/93PPPP/rII6y0SCRCHX1EwfzjvGm1Re3v//gH4+rgaoowpNJDt2iPrqmpsVqt\nktuVsR49ekh5wq4labtzZ8rbbbffPn7cuE2bNmUymVLzRr/95ptcONy6enVFRYV5PPAnH3+cS6ct\nFstHH35IjwCFTKgetO9/++23wWDQumGDy+UqbAB7tn//Po89VllZyUffdeed7HEi9zyW5YMPPdTn\nscfyCkAHHnAAZVS3221me3RpeTMt8qJkdsEXn38OV8Pn85VnLAuJBuztmaefdjqdpbjZefaHP/5x\n86ZNSjcXQBeHUkOVJBKJSGtiJpMJhUJs1Txp+kLLi3J223VXh8NREYtxbJqV57Hm5uai73PP3Xdz\nrNvtdkcwKPVIQStJUfbcc8+8zre9//jHz7/4oss7IDfqhuuvb6ipgSqfZ6LKhy4hPoKT2Rxz//Wg\ng+bPm5dIJGpqagzDKFOPuPuuu/COlG9hI0GemmxS4zGbQH2/VSpfJ6UrY+ab3W43U0+kD14pBXYL\nazoUCnUpGspon8svuwzYr5SYldfrpUcfvTmlVC6Xo/ho1eM0OBvpPSNj5j2hbcElSuuBkJWVlXYe\nPO1PVAfhBvND4qOMlrR1Op1IDZDOkv1YtYaZUgoevFKKAxqQh8I+5WqlFOQgrpvYgYweJ5otpi8h\nZ4dws8vbzBkznJr4hoAXeEJha5PFYiHbeHP0aKNA8v7Ou+4aOGCAUspcdFy4YIEjmWxvb58xfXoi\nkTj9jDOYYcBSFsoi6rKGYUyaONEcWi57//1YOGy325HgX/nJJ8JTyGazVJcJTpVSr7/2mtfh+LWw\nozL27jvvVJRorbnm6quJUYYOG8ZPLrn00nfGjIEogUc0dxAyoZ2QkAXAzydNnvyvk082syrQnBk0\ncGDe7IdtsL/9/e9LlyyBLQl/QvoZ/H5/MpmEgisCjeWtR48ehtarUkrRyFH0lTKTp2szDKXUGRaL\nUmr+vHmlxk4z9phQ47PVqxOJxIF//evHH32U6OyE8Mn+am1tTSaT0WgU7h7SHzY9ZInjr/DNzRx7\nCC8QR6RVstSLlVJ//MMfPBaLCOl06yt3z1AF8TgcsHMLcRSz9evb16WrGMzopFAi4ipdGgQa3DOL\nQXpN29rauCfpdJrWLIovxJqFb3XYoYdytYZhpDdt+uuBB6748EN+JbxaGvY+++UEyUMOPriqQMz5\n8T59QqFQNBTiWFdKIYwDuEh0i0ZKjx49CmXeS2ogykr45elHa0xRZobVag0EAm63G4lir9eLjIlS\nKg+8rK+v33uffb795pvCZnTsheefj8ViyZYWYRNDK6FZzjCMQvxmO+2uO++0bNpE/m3+ORunsrKS\nRBS6FXKNhW/y8EMPEaJJ18Pll13GJC6adIp+NLxdtEPge5OsSqyP0CGANFkyjWfINti0VVVV4VKj\n0ahl7ty5eFwqx7h6gHIga5oCrVqEBD+tlAIFAivnREZnDi9L3Cc8bZg7ULLZDzh7BhzxYmABwzC2\nc1za2Hff5Tv7/X7a9choc1rSzxwLvzpkiGEYV19zzZi3366oqCiVsVGuvubaa5mmMGL4cOJuZIne\nGDaMrm6wUO4GLFBq0j179lRKIZWgdAeavBKSXVbLxTA/VW5IVVVVeexo+rRpiDlsz00b+vrrysQB\nwe695x5QHUK/iooKGW8wedIk1h/xlhknePCBBzhHSI63bQDcNhhd6dJ4xhFJMwO33e12d7/wr5Sa\nNnUqGgs2m83j8WwVS6iImQ7KdWvXBoPBQi3VL7/4gj4Fwmp2H7QPuiqJlQ3DYFBuOByGnCHdZTyp\nHXfcca+99tp11133+dOfylzR5ZddxoFLKTGbzUoQVmh//MMfUIHmqpYsXbo9N+OB++8X0fuVn3xS\nUVFRKKFc1J568knkjqurq3fcccdevXrRf79VT7aUTZs6lZEe4qTj8ThAK8LUZuWsv/z5z3JgCl9h\n5apVSqmde/dWShGyU/5n+jhVHrLJiooKurDEHn7oIQ4rOpcYwc75CXnY4/HU1dXV1dX16tWrqqqq\n/Misn41V19UkvddefTWbzZqBupEjRtTU1CB/y24STc2tOp/7PvGEjKVi/Bf3wWKxRCIRNL9CoVAp\nIbwrLr/c4XBQDrj+uutAEQYOGiQvuOfuuxOJhFl687577yWYaGxsbGhoEPW9PEsmElu2bMFVI29s\ntmefeYbAKJ1O333PPZdfdhl3w2azNTU1lZLKQBCXo5s8GI+bSCQoSJPBEl2xzYGHeWfCQaUbGfhb\nOwwO8muLHl0MOp9KpWpra3G6eBSyW2lCEPiXgiLrNaOHUPFuogLGFeDpcclEiGDs/G02m+0Oqlne\n2tvbCWwJICB+i/RK3otlyzFOtZQxsL3PY4+52tuffuop1dTEfEZ+e+lll70zZgz4DxkMzhj5l3g8\njg4UTdKEO2AdxCsUyHN6ZLdVzz+RJjfzlbz4wgvM6oEyPWrkSNXe7v+lxOY2WFtbmwAMV191FQ/X\n3tJCJEg7Y0VFhRSxqIk4HI5gMJgH429/Qrxt9ue//GXd2rXRaBTmBVHqxo0b0Ym06ZEb3bdCFeJf\nxwxjZ4tlZ6Xa29qi0ajFYtmpd29+Q6M/hXNUtAhtUTTjuGdMUyqVoi4AM5FNLnMUEDuLxWKFEyHv\nuP12FtWTTz0lYTd9KW63+6EHH3ysT5+iVw30mkql5i9Y8Ovej33322/Z++8ve//9eDzeZZ3l7nvu\nuefuuwksADmSyWShe973L39xuVwfLF++VVfCE391yBBqjVAaKYQxzNT84traWlonWF3UF2lGQDdD\n6fEtkgEHAgHWYTqdHjd+PO/z+muv5XK5q66+escdd6RVxGaz0R+RzWbPv+CCF55/HnoRZb5u6or8\nbN2bctvU1JRKpczciIsuvnjZ++8zrwjVP7fbHY/HS837KWXAFU49wqeurg4xnKamJpYxMWWpP49E\nIoFA4N577rFarZ50mhLnvffcI3H/k0899dAve9wZqwjCV6bhwuV2lyllI9LFPecnkKZpCDrzjDPk\n8ZmN01saSWj7JBojz0HPA7RGwj7qvAKA09bkdrs5xOzIsvBSXC8SLaS5MPrIJILBIH1WUgciTZEo\ngMRcIqZ4PF5TUyOoiAiVSPLNsyfDlgat8ePGAQLE4/G88OeC889vbGzkOzz/wguFN+jZZ55JJpMp\n3bQOQJTVM1wBVWw22zYwVO+5997H+/RJJpPUY1BfyWQyI4YP93q9p59xxjnnnrt40SKHw0HJbfq0\nafhX0rh4PC7XwK1DGIvMOxAIECPjmOkAJrzKq4A++sgjufZ2Cgf85MKLLpowfnx5YLBLe+Thh9Oh\nEIHnpZdcktOpP7cLAXf+LUWsMuTq/wE78YQTGHGTx6XceZddNqxfr5TCTwNhyXDieDy+YvnyioqK\n8pnl9th5//43+6LIhCjOSpO2aE1tbXrLlpxJ2Z+EmKgIGgdfBNcISCNCDV6vl92nlGLb19bWcoIw\nziGdTucVgJVS6EVYLJY7br/dlUgopfDTFRUVYJulvtq333233777Ln3//TJf/5qrr45Go6PffLPL\nGxWNRm+/7TbpVDnk0EPnvfdeKaS08G8dDkdbWxskg6LUPzDMvOa9bhqXkdTTpXK5nIyGM7/sN7/5\njWEYNTU1fr/fYrHcc++98iuaRxh0YdEapWTAbrebDOzee+7x+/01NTVOu91ms02eNOlKnZy8N3eu\nTUs2vf7aa50tLeixEFq98PzzVVVV5eaibr01NjYC+Jl/WIo5tbXGYiZi7ujoiMVibW1tnCQMEcn9\ncrjFvn/5SzqdpqYO3eGaq69mlCr0l1gsZnbSeTHlQQcdtG7dOgr2WxuUY/369k11dkJBoAV86LBh\nl116KciNtIMXGh5aklW0XACe8ZIyGoqUmkjCzO7iZXCn+NufB2MQICilEokEdTsydKseFeJyuVDB\nBWoD1cHrALu1trZSJ+d9HA5HdXV1LpdDmCKn1WTA4km1qZYD0IH3Ui0nC6+rqzMPQ1VKScm9UFsY\na2trg25HYkEYRfAhlTbc3tZqHg0cMCDd0kLGn81m29ra0MrnnemtNEvW0fNt0cpitABxB3gGuG0p\n3jv1OFh6QGksJqSSAXm33HxzqqnJ4/E4nU5q2Nj2j22IRCKclWeecYYlGpU+JQHhuY2/ClvqVzFO\nvaKtWTIb8fvvvjM3Q7PMDMP477lnpScfuFyu0049deKkSUUv3fxf5ubgRQsXpsPhbDabTqcRYJH4\n1aFHpvp8PgaEkF5Dw2Sd0BuDdDBFljwNRf35FuFp4jbI8KhecUtLzQL5pKtBXjU1NbmC4e6YmQN8\n2623VrrdNpvt8T59vF7vzbfc8ubo0dbm5u4Emjdcf71SKpfLIQtayqmv/uyzPXbf/bvvv+/yDc32\n9FNPseYNw0DVlfwYLbY8Ke+GhgaPx9O7d++ePXuaO3CUUh9+9NHhhx0mQpXkCUOHDev7xBM7axIy\n/+CwppIiLdpmIIFyBsuAL16U8bqdtttuu9FP8ebo0blcrjv9Dtiy99/PZDJUWyi7UGkWIuSjjz12\n0403QjyCeGtu7hr2xhtKqWNN3/dP++xT4/dns9n99t1X1tvgIUMuveQSQHK6kgzDuOfuu83SeGL7\n7ruvw+EIh8PV1dXdGeKSZ4MGDnSaYF2zbDO7LJlMlnpbsmdak2C9kMTi4CTjJewj3pL6FH0x5JZ4\nBI6Cn6dRKaU6OztpSRRNKEjOdKPD1+VEYBIGW5pyNZIrGT2OI5VKicAnVDIGTks7NX/LOuOJckaA\nWTkcDj4xL2h97fXXL77oIt6q6A0iqrrh+uuRn2SPwQcBwuU9AZDvv+8+89D4Qvvi88/RkW5ubu6R\nzdICC7rI+VhTU2PT4i8frlhhViU0qyBNmjgR/g4z1dN6ah7HqGAyP1cd7PZ4PJ4novTOmDHBYNCz\nfj2Rh+2XQw5K2cuDBsmE11L2wP33d3Z2SipDeIjOImILspi638HZfXvl5ZfRmdmqhODwww6rczhw\nVCUdoVK777HHl198EQgEpHl9xvTp5rnj/w1j3q31l43g3bQjjzrqvblzqVk6nc6jjzlm6pQpED7p\ne/T7/US9e++zz0cffujxeOgRAieAM8UwSrfb/dvf/U7e+aUXX6RZ6P777qtSyufzEctz3IMxwNT1\neDwjhg+v6Mbquvyyy4j9zUq6pTQsR40cmYjFBg0c2NnZeceddxL2Qb+wWCyjRo7MptNKqUwm8/pr\nr0l1TJhxZocxcNCge+6+m+gklUrlaXGby9tb656VUnfdffewoUPpIOXgYq/x/5s3b87ThMS/EoLn\nNVwgyEPZlU4zpaXWli5ZkslkdorF2tvbEdWhzaaqqmr5Bx/k9XektBC00+mEt8X1DBwwoMwIn0I7\n/7zzSrWkKqVo6GJPFeUYljKr1QpvhuzW7/fTNGF+zUsDBpR/kzlz58q/V3/22Z577AGjyvwa+kGw\nyy+7DDX4ou/GYqbw183y3xOPP+52u+vq6hoaGn7rdJI64pgkBKyrq8PxcTYWvskXn3+uUilOy6Qe\nNU1uw1MWwcdIJMLCljlDAH5WPUXDLEliF1cB9CqoJt4XkJakSiS9gNSIKZRufmA18758PEEEb6K0\nCjcYLxdNHVq6COidsJhmbORyubw0GrSnfKeHEK8SelghjU9Q+4AEILjdd++9xGV58/jks3g8YAMA\nETwhUIt4PM6jymazpUSDlVLccVBKod17vV6AhNbW1vIR66iRI9OxmMViqa2tJTwy9LSM8tale77/\nvvsSmnuvlPr3uecG3G6oNyKlSzgFL7qQCd99y6vc3HnHHU6n0xMMElQ+3qdPdwSTlVIH/fWvXreb\nVLKjq4Zdi8Vi7kgRNKKbNmXy5Hg8Xp6gkGd9+/V74vHH8ZfnnnNOngxIl+b3+0OhkMPhQD1NKDnj\nx41zOBzmJiUSZZfLRdS44447KqU8Hg+9AHlmGEb/Z581DMOrz3ch8b48aBD6u1artba2lt2KrnIZ\nu+vOO3dwu2GlPPTgg36/XzREC23ypEnORIJA1mKxPP/cc42GQUBAlkl5i20CP4tzn+uU0/DVIUNg\njVD6tVqtbW1t5mD9rjvv3KG+vjv3uYwxMUwptWjhQhKaUCiEpmEikVj19NN33nUXL1i3bh25IyXD\nhx955Nxzzuns7KR9aPacOZdcfDGe1ZzrP9e/f+Dbb4VoAmWHaoXI3ZsNkJIOK+gInGaNjY2qe3b3\nXXel02l3KHTuOefkcrl3i00976ZwW6EddPDBc+fMUVreyuFwVFVVlfKL9993XygUIvGTYwcvaK6M\nfPvdd+U/tAyfUSm1YcMGXGBtba37lwOWLjj//MrKyl133dU8uWvY0KE1yWRtbW3Pnj0Jc6urq2sK\nmtCeefbZB+6/n4DJ7/dfftlleZfBBBG3293a2oqPAN7Hw5JZ4eNxc5SoWfziHZBRg3sE2mqvrKzE\n/bCGYNX7/f5gMAi53GKaT6WUYm3h2sl96TclJCdzhwUm7Ubw5QicEZFgkWX0VCulR2MRzqPCI47N\nfBe6U+J64cUXb7zhBji9rG+WjjT5ydsCmHd2dj715JOFA4L+9Oc/L1m8GKSLbVZdXZ1Op4HXlFKU\nySfqVoEVy5cXVZP45wknjH33XRqBQEiIsITtUv7rNDc3V1RUUDXo0aMHSXzeYJwjjziCmF0pVaq/\nsNDybq+5dIoeKventbUVwKMoonjxRRdxY2mFN9Mszdbe3n7aqaem0+lp06crpUgNIT2hC9HNa04m\nk8xpZhpx+eFL2zObb8Tw4enmZrK6rUrxe/TogXjvNiBsBxx44Ccff1zYnVkoHQUs5HA42NJCMyn6\nthwBcD85HwUnI4x7rn9/Np0UwMrb08888/RTT0FYpWm41CuXLlnijERisRgHiITsxP1w31jehNRC\nGuBlmUxGiFHJZPLlQYOSyaTHMHhDpTt3lVInnnBCfXOzy+Xa2uSylB151FGfrlpFtTscDhMJmRfq\nmjVr1q5dC+Bnt9v/fe65nsrKmpoahgcrpUKhEOg00TwR29q1a6WnnGwMAShC8MJAH80oFCAEorj4\noovC4fBdd9759DPPdPlFfD4fETbYbymWUynbb999lZZ8XvXpp4UvEAg2m81Go9H6+vqiFMvbb7ut\nMxhUujOQOgKEp/LV4uOPO47e3UwmQ6EzHA7Pmz+/1Os3bNiQzWbpdc5rGYc0kLdNLrv88pdefDES\niXi9XpqASimuRyIR+ghisVhhOzsuBpJESo+oB77O5XKivGZWv5Z6k9KSf6ggkwD/TB8jbxZxY4rQ\nNFAR4gFW2/SAF5uWFSUuIKtTSmX1DGrCAU4NaYDjAfN6OFxg44SN0tkloQBULID7Mg+vlA0YOPCC\n88+nGKC0mpK0J/Ia6gHS6PXC889brdY85SDpmp81c2ZlZSWtL7CoBGOBsz1/3rxke7uIfoBPEsd4\nPJ7OYJCjhPMRfKKqqgp17vKW1qJxTqeTildra2tefnzAAQegZrpp06ZT/vWv8k56xPDhNIk9/cwz\n995zT9He1jPPOmvSxIlcs9PpZH5l0bN7xMiRp516qjQJ3HTjjUVBLegLBATnnH12jR7ZS7RRdNiG\nUuqO228Ph8NmHBVZmGAwyKPsMr7ZZgM8oBhslmEqbib+1+VXXPHC888bBQK0115zDcUXICxAy8rK\nyjxJrC7FEzBEx9auWcPwAOCEUrhfbW1tSiv7Fp2flk6nUUPM5XJdQi9YdXV1TU0NDcRl4iRYkIFA\ngCXkdDoJ4mWDoyNB2YsBcewaICuLxTJyxAiecjYaFcYfSZhZEnn6jBmn/OtfULq6c/1KqUsvuSST\nyYwaPbrUC4LBYDgc3rJlizw1M5NuydKlRx15JKkw27Ours7hcEhaP3HSpMMOPRQKHonHaaeeWhUM\n0uLBDYTYzJ0vysy68667rrryyryhfPRqF2EjFjMIVlVVVS0tLVxJd+TMsJNOPHF3j4cZUC0tLYd5\nPIVUwRNOPHHSxImRSIQbZbFY8oBPpdQtN98cDYVwEKBxoAKEmGV28U033rir1s/weDy9evVyu93r\n168/IxDYuHFjJpP5+JNP8v7k+H/+c8BLL6XT6bwm1auuvPLVAQMuvuii3r17P9e//2233/7/fEr3\nBOOY/Hbcsce63e6p06bl/ZZaBjmhUgo3QR6Mv8DJptNpEfuyaYkwnLpSyuPxgAvyAqvVapk1a1Za\ns9gpC4HlptNpqT4i3gkBHdETYHr4XzYtiWzogU5ZPcgWk55Leni43WxX1j3OnqwasB0f5nA4tqfN\n98QTTpCWRDkuORwxcDbqfMTsd919d+H7zJg+nfueSCQikQjHh8ViEar5xAkTYrEY5C/oYFw8nyt1\nHWGHyursZj/P43361NfXQw0lEjLjkNdcffVee+0F7/e7775bv359NBpdtHhx0bd6dcgQChDkGY88\n/PAjjz7Kr84/77zKysrGxkZm7yA8UiiIVsruuvNOh8NRtLR//HHHkcbRMR8IBBoaGhoaGmDkrlu3\nrr293RwUDxs6FDQvGo3CLjEXOI/+xz/kPsyaPbubl9el3XnHHTLzY/SoUblc7qKLLx45YgRRrbkR\nNt9KKEKYbejrr8fjcVwLGAy7FyZRdzKh7bTXXn2VaL3UhFM4AV3OPxV7+6237HZ7OBzu7OwkWSwc\nOaqUWrVyZXNzsxwIokKslKLBlzMHHJiuHg4Tfi6nilKKKaLUntvb2yEZnXP22dxY1s8Vl1/eo0eP\nnXbaqcyIlD6PPUb6QtYeCoUSiUSeC8QmT5pE+OhwOBAV93q9jY2N0rrd57HHgsFga2urMIdTqVQk\nEjGX4f7y5z9zFHi9XiRskTWtrq4uVRrYuXfvdSYlarMdesghXAlnfVHIupQ92a8f8gaFc9LOOfts\nfjVl6lTzz08+6SS/30/axjcterCMHDFi7dq1ra2tbre7R48eu+66a17uccftt6MjRAMC5Ck6/glr\nis7ie/SRR/BYQCYul6uhoaG2tjaRSHz77bdr1qyJRCK/4gmwzfbF559TpMArZ7RWuQh5sfXo36HV\nHr/JYEo4GfwcqFWam5xOpz0ajRI+sxP4DErFUi0wNzFLPCi6Y4icQXcUsQillGDgeMFIJIIXEV0V\n0HKCUIrfWT2MiBW/DXQbs02fMePss86S04EiPEUdpedKOZ3OQCCA/45EIs8/91yhHOMJJ56I8jM9\nqbhnc3kSGBweo8g5cX9BwPhSdGXw5+z5Lr/C9dddV1FR4Umn29vbKRZYrdbzL7jA/JpQKLRhw4aa\nmprW1laYn4uXLCn1hhSVJdkS96yU4s7wEOPxuLAVumll3Ix5F5104omoXlj04HDWZd5FQmMGDIzH\n4/fde684aRBRj8dTija8bSbuWSnVs2dPNtVOO+1UplnzZ5M2qtJWV1cHhoQ7UXpoJi7nwQceKGwi\nf+bppwnplFLmstm22ZVXXVX4w+OPO27nnXdG/uL2X0paHvTXvzocjjKyJFR/COJhSxXtj/jLvvsu\nWbzYMAyPxyPwwNh33yV1Fs1ndgToNwC41+s99rjjJowfjwanDPmOxWJCBr7wggt26dWL7lI1f75S\n6vWhQ2++6aampqZCkc5ZM2eCi+wUjcLN5DRkexYdINHW1ma1WvfYYw9ULSmWm5VVCEquv+66devW\ncVrGYrE8dc88ZPjGG27AVRdFZQ45+OBYLLZXY6P66Sel1CUXX9zW1mZO195ftuzof/xDBg7l/fnA\nAQOsVmspFGTXXXc959xzi/6KpMjr9eaRJ9asWQMPIJFIIMZS1Do7O8m+aBCvL2AD2Gy2mpqampqa\nHXfcMZVKiSwPNCCr1VpYS7rh+utrstm2trbW1tYNGzZAWIb3HovFmHLb/erYf89WLF+eCgbxehz+\n1OBwmjBLrHpcJkVS6Q5QJnI+rgGOBb6Gn9gZqBcKhYDLoYyReku/TVIb/oncnAgIpjjyHdIohnQO\n/t6hB1NL3wJIiKGHe7AhaY6qrKxEdpy6WteHY1cmk/WyegoT35Gv6Xa7fT4f6SyCLaVAdVJnpRSx\ncJ5vYNrr2eec89KLL7JoeDzw26XPHayCG0hoUvhBN990E1gKRuvk/ffdFw6Hw+FwUX2ut8eMoS4V\ni8W6jKkNwyC+e/GFF9Lp9B133im/kmIEYIDNZhPHcPZZZ3F6jhw1qvz7i+23776cvKwzaUudNn36\nef/+NxlwWiux5+nzEc1QZ4Hunkqlnn7qKRAOgDLDMLYqgRA7+h//oGTL6rLb7WPHjct7TXV1NVKs\nW8H9LkujQ3VAJPURuKiqquKUsVgsTzz+uNPphIU0aODAyspKZzisdHVq679ltwzVTLvdXqhyX19f\nn06n//H3v9tsNjPVVszr9Tr15Dpid6fT2f/ZZxHDMqdEhbPUevToAQ5HIxyFPaWU3+9vaGhgh/Kt\n0UCmqEELqCDqp516au+amt69e3s8Hp/Pd83VVzPXpKWlhaNGPu7LL76wWCzVkUg8Hg8Gg1SFCZqF\nDVOUBZnV8k+VlZXhcLjUFGE26R67726xWLpkOQ0YOLDUr44/7rhMe3ttbe0ee+yh5s5VSvXs2bOw\nCJWnRGa2nj17Op3O+fPmbdiwoVBLq5R7VkpNnjLlrDPPpBxu/vkXX35Z5ruIbd68uaWlJZVK1dTU\nNDc3FwIYW7ZsYbUIA7+lpQV3vmXLlmw229HRccUv/2T16tUAbyil//Djj925kl/FXh0yBF46izNv\nnGCesdgg1rBo4VkTBXZ0dLDecBnIaQDhUB4VWRHSFTJYViZIg2XevHnU26hgUz01DANHEovF8Kmy\nG4VvwmkOaY1OrVgsxruLM5OnAhBPsZmMPpVKIQIq3cCSUQnNu7KysmhPZ/dNWqouv+wypRRCena7\nnY4UfLNSiqpYNBrt6Ogola+MefvtLmm9z/XvL/LmVqvV5/ORXtDGZu5h3V4JyW21kSNGEBnwrLPZ\nrNRjbrn5ZqfTSf2CAw62nSTTLpervr4+r246f948r9ebp0190okniusF10qn09IvcfpppwH3URFo\nbm5OJpOTJk+WP585YwZdxSzuSCRCFbNoIrhVdv555wmHkTAWWKLLhpBfxT5Ytqyjo0MaWuhgRMzB\nZrNVV1fDipo0cSIYJmvJbrdvf8t7Ubvu2msDgUA2m817puefd15DQ0MkEmltbW1paclms8tXrMj7\n2/eXLnU4HEistLW1SXcD2UOpglFRmzN7tsfjoWLt8XiIgKWvXcwsUqGU+ve55+666641NTXkZKFQ\nqOjksXFjxyqlOPui0ShJDPEZ7pm8p7q62mazmQctDBk8mGYqt9u9VTqXO/TqtXHTpu6/Hjv+uOMi\nkUgsFquurt57770bGxvvf+AB8wsuvOACqKZvvf120Xd46skne/Xq1bt378bGxtbW1pUrV65cubI7\nUwz23GOPxsbGnXbaqbGx0Wq1Njc3l6nNb7P9aZ99YIRRPN5rzz0FODEM48uvvvp1P27ASy8BChIs\nIoMvc4xeHTKkoqLiwosumjplCg938qRJkiVC8qIG6nQ6C2V/zPbBsmXgYQgSyGwnDkAahtkUdrs9\nFAoJR4xElAZrOXJBjunRAHu2Kw1YkX37fD6I1iTKgUBApDbAG2FZkwJSPbLq0RxQEqSdEbVCYabh\n2iWph/gnXhy1cTYMTpS32qqnsnnTJsZ3i/n9/ocfeujRxx4DYeYWBAIBMACOyIqKiqamJurfxPJF\nrUv3/MawYSoY5N9WqxWBFwADII7ysdj/gL326qvVOnRQShmGEdQXrJTy+/1QdVguoCB0qZEhFYbY\nSqlkMll40yBsK6UeuP9+pF3MXTFU60Ey4Kma3bP65Qzs95cuJTQsbKx64P778WTpdLoQosTuvusu\nqoDU3t58662bbrwxEAhQDgd9CgaDedDFf8kOPuSQz1avpiREHYFAG2SF16z+9NMd0+lcLkcHFBJA\nkydN2n413EJzOp19+/U7+6yz+M8jDj/c7/dPnTZthx12oPmkvr7earU2NTUV/i0Ko/CcoeO2trYS\nmkPJNtf1y9umTZsQH0SHJxwOm5u5xXDP/zr5ZJLmapstFAq1tLTQnVKUxjhu7Fjym1AoBB8bLK2u\nro6vxmqXghTn9ehRo0KhkMpkLBZL4dzJHo2NW4rdELFsNturZ89Nmzfn/XyfvffOm58h9s/jj89m\nMslk8tPVq/fZe+8vvvjiu4Jc/JBDDgEWHnb00bFYrHBMyE8//UQiJMNUDMM49phjikIgZmMbEjtW\nVlbm9Ylgv91rL6DXbegyx1Z/9pn5P7/59ttte5/u2Lz33vudYQgGvmrlyt5u96erVvUIBue9914s\nFtvF7bbb7R99+OHJBx7IHGHaZGimQpwV5NlVMPgyz9iqkL9CoRD5J4StrJYkg3EVDocDgYD0PUuW\nLC15qAcqpcAOOfcsM2fOBIlVStn1oGgJ86162FZOz3Iwty8LWdymxcETesg0Pp4/jEajYLz8CWgA\nF80dEUVMog8IF16v1+fzdUcBauGCBXV1dcDs0WjU7Xb/6c9/LvrKJ/v1Y6hDZWXlBRdeCNJr6Ikd\n0um4DTZl8uRoNMrzoIBqs9k8Hg+Hr5QJpNvyV7FHHn4Yb0rjJu7z0ccee3P0aNGD5QAlORg2dKjP\n5/P7/fQ6OxyOPNFmsYsvuojiunTZw8MslIwfN3ZsU1MT74/cvPk2Dhk8mBilubk5GAyWgfi21p7r\n35+wkkWVyWRisRhzhEQK9MYbboBtQAWHovu999xDG25jYyONfy0tLZSESwlulLHjjj2WAHTGzJnl\nX7li+XK6M61W69777PPhihUOh4P5j+i8IhHD3tnrt7/9cMUKujUApbY5vDvwgAPYbhQvp06bdu45\n50A9SaVShSPolVK33HzzDjvsACq2du3adevWFTJXlyxenMlkwDYIuFmBjEuJRqN0K+y0006lRhfk\n2cuDBsFwLpOwHnP00dIwE4/HmcIHdaaoHOl3335LiSQSiTQ1NTH7ATYJEQbcDtKadDq9/wEHKKXe\nGTOGmdAWiyUUCm2tQvCOO+zA0Wd2Zvvtuy+knDxHJXbYoYd2dHTkocrHHXvszjvvvOuuu4L5IY5N\n4bYohfNfJ5/MqGaUNbds2dJNmBr70z77lLq8/3ftP199xTLD6R5+xBEfLFtGppvTonsC43337bfy\n7CihNjQ0SBeSCNHg2txuN7p+33/3ndKT4HlS0nO1ds0a0stddt0178IWL1oEMCzUa7qklFI4RwiJ\n7HSlFHQr3I3f74dcRosXSSlIM36ajMgu+imcDtQGcJ9KKa4MP4ojt9vt7e3twLZA3PBZ2DO8DxkS\nUiHg1YCK7CVONNLlVCoFs7G9vR0GEH8ITJ9KpZYsXlxYx8ozPogwhIpv4WtGjxrV2dnZw+GQLkyl\nlGEYd9x558MPPWS324syUbtvkM68Xi/3OhAIUFul9szi2J73L2qxWIwvS4RE4j74lVecySTiZel0\nurq6WkpZ2WyWZ62UAkMu9c4jRo684Pzz6V61abm3opDGmToDu+nGGy3r19fW1r4xbJhQgq++5pqX\nXnyxqalJlJ5K2WGHHgr8brFYygw8ENElr9cbjUb9fj84vM/n69GjBwvsyX79EEmWgODGG26Qf69Z\nswasKKtnA4texA3XX1+qnxv7/e9+99V//iP/eeQRR1RXVCilGJmQTCYLez/E/nrQQfPeew+1uFkz\nZx7/179+uGIFjpkhV6tWriTYYoeTmBJlC2Whz2OPsVBPPeUUtnSXc5obGxuJtDgdLjj/fI/LRUmr\ntbX14IMOKrzbtAM0NjayrwvbVd8cPTq4erVIGPp8PpvNVl9fD2iZSqVaWlrAjfKUMsUuv+wywDm4\nPy6Xq2rLFpvNtn79+lLtDfvsvXcgmaRyTyt8Op1evmLFH//wh6J+aMP69R6r1Waz7dS795off2Ri\nI9AFcTmKvBxH7e3tcA6Gvv56dMsWEspUKlUeBigqLLph48Y999gjryAdDAZxDKXeqmiEkUgkCB/R\nA0Hug1lbRQG9PCb21tr2u+dZM2dSsqysrOxO3yCzDKxWa2Vl5d777PPdt9+aZ6KvWrkSnNmh1M8J\npcXidDo/W7262unMZDJMsezo6Mg78wkuq6ur2SP0BvPc2VPMkrLZbKFQKLNhQzwet1mtpGoZPQjx\nm6+/Vkolk0kjFCJx3bBkCUJ+QMKJRMKSzZKRisuXgVK4M4tWUKaoSuFZKZXJZILBYDabDQQCEDIc\nejikuHZwa8v8+fMF8ibE8Hq9QNlSvlaaQMsZbdFK30TK7H/cM6Ro0GxSbVy+7ArwPS5CJnvAy0VN\nKa1FiWkYjcfjeTJ4hbZq5UqHVvP2+/0VFRV1xaSFpk6ZYrFYzA1OQj7afqOMIV1qHP1Cfc9TnDBr\nE26PXXnFFfRCsCaI1wiqQD74f4fDUab5pJSdfNJJ6DwbWttdKVW0KeXBBx7YsmULoU91dXXPnj17\n9+7t9XrLhFa/3Wsv9h6qBQSFSqlwONzR0ZHJZJZ98EHhX82eNYutBbS+ceNGViyUBRQWCULb29uj\n0Wh7e3t59XWo8rAfqAaVlyvaZeed0+m0VBmPPeYYdIjS6XRTU1Nzc3MkEjFTXovKig19/fWGhoa8\nTHHO7NnxeJzKmfDUlFJTJk9WSmWzWdpXnn7qKcTnIXjSrlYm9T/7rLPwzUxiBWYgECdNlHnGZttv\n331ZV2SZhmGY44CXXnyRAhbkQcp19fX1gUCgpqamuroafWbUFHr06JEHgz3x+OPhcBjyF+9A4yWp\nQpkI6Te77YYsD9jb1998U+qVZeyJxx+36nmRnNGGYRR2PZ16yinZbLYQOcizvIjt/3s2ftw4u93u\n8/m6pEyu+fFHYqZ0Ou3xeFCZlprjqpUraZfCg3g8nt/svvtnq1cDfbHMkHCxWq27/eY3Sqnvv/uu\noqIiFAohAkEfBM3lyWTS7/eTbyg9NiYej+/1298qpX784Ye0VsJIp9MwmqPRqM/ng4iA8wL1EaoH\nPpWLhDWslOJkwMVSY+aH9CaQ6kjbcDabZZA2cZhE1dInRV0YWiIhshC8IpGIaOfR7IPrdDqdlrlz\n55KAGnoMFAi2VQ+oQDg6p+Uq6WPjP6VmqZRyu93BYBAaFF8bllpVVVVbWxvJAT/hz/ElfBZJA70Q\nREkYLYZ777PPr7rqttpKBenY22+9RThSVVUF3GdoGbW8tiisz2OPUaIoSsy+9ZZb6M3P44mUsoED\nBsC9p1ebYoQoLZeqzpYyEFHxjmeecYb089nt9jeGDzcno2KPPvJIe3s7qxZ6PIiLWRPAbH898EAa\nV+x2O4+YIIP0q7Ozs729PRaLFbb6LFm8mHwCtUVWLGvG5XLV1dU1NjaiXN3W1hYMBkOhUDqdLoqy\nnnP22Tg5ypDAD6zwTCZjHjcrdsH55yvdCSbJyrnnnENDZyaT2bRpU3Nzs1z2WWeeSUJspva8+MIL\nDQ0NeRDlJx9/vHHjxng8nslkyCkRKH1nzJhIJAJkmk6nL7n00uf698erETy1trauW7eulIf+x9//\njiIEIWMikRgxcuShhxxCGppIJNauW1f0D5VSe+6xB8A4ZYIFCxfKr+67915pBYGYyv71er3XXnfd\niuXLgdnwo4WjzR984AH6T+x2e319PXo4PHSkuP7P/jfYgvnzzU03qHbDwEf6it0qLKq1a9aEQiGA\nEyC9QCAgnWmff/YZdEiXyyWBER6dKmwsFuPAxxnhBdmSpM6sGaqHEKTZrZQUY7FYJpP560EHrVq5\nsqOjQ6qlvIAqKsknhCfDMESJTynFxfh8PgiPUjQE9sD7cl7xJiS48XgcspH1l6OWSa/J0NgdZG7C\nuaZ0JVOmDN2jK31PSs/7cjgcdvr88JfSoyy4OW6Y4k0qlQIyJaxOa7ERsFb6qtFx5E0ESqL8Jjk0\n95rrgJ9FCogXB9YH08hms910zx8sW1aecdel/evkk6G/x+NxaQ06+KCDHA5HL7f7nzvtNHPWLPPr\nX3n5ZdaQXfe0kQMBmjEHvugHVVVVkXYMGTy4MLVlcedyuS4He2B77rmny+VqbW3Fb7FQiLS2qptZ\nKXXkEUc0+nxOp/OEf/6TqmokEmEFV1ZWSkvSXXfeyePj8p54/HG7UnArWNZ0kabT6Vtuvtns6vbb\nd1/S+tqKCqkCgiW2tLQQZlLm4D78/W9/yxtF3NTUZBgGlDHouGytSy69tP+zz0qLDj2FDoejoaGh\nsGOSAZG9ampI4gnArVZrdXU1MFRbW9sdt9/O42Ow/CMPP1xVVXVsQwP3ZOPGjRdXV48YOVIpNead\nd445+mh0/POiCppo82h02Ww2zz3/tG5dYv16dikCIA6tSvj9999T2aVQqpQKBoPs1lQqRUDw3PPP\nl3qgzc3NTqcTZobD4WABv79sWXfIxt9+992OO+xA1pLHs+3br98Zp58O/kGqkUwmuRtKqb8edNCT\n/fpByyrKkO/z+OP/PvdcoCa4rNFotKWlZWs1zP8/bIsXLdrOHpaNGzawm9ra2vAlbDfzIfndt9+S\nqBHmshcg07lcLo9S1DhwBzxoElNQWaajfv7ZZ3vvs8+PP/wQi0TAbGEUoXC1bu3anXfZhY8DzYZs\n5PP50F3nAuC4oHBu0YpP9L4iltXR0UEqn06nI5EIeV06nSZSBOLOZrMLFyxItbQopXhbca6gNbhG\npRToDsVZDlth2OHv8Gi5XA6GtlCvuAxoDQQWZlEHl55GQ48MuStbFYAQZjR/K5eEWxTKWFZPlc7o\n0RiWxYsXQ6WmYipVbqlTSpeUVKOt2kjY6dQWTfCsFnTks6UgTZ04k8mAIfD+fEm+g1PrcmezWahM\nVKOZyFbKvvj883g8HovFtm1s0d//9jeJleDjxWIxMoZTTzmFGJ+U1zAMc+vCm6NHS09zIpHAW7DC\naIM2q+o89OCDdXV1fEe6j0hQampq8vqU+j7xBBCuYRhmUcNS9uMPP7S0tIRCIa6T2cBKKXL6QmrD\nMUcfDXuCSDabzU6YOJFfnfDPf5JvkaGCoABpzH3vPXmHB+6/n83PphUFHAEPSejT6XReDW///fbz\ner34ZqoAyWSSPm8IXySLLKF0Om23280CRm8MG2bXurA2m622tjZvEsbTTz0VCATg6NpsNhnmCv1H\n7KYbb/T7/Qi0AazRpMgWbW1tDQaDHR0dkUhEICmPx8M0EY/HQwzX1NS0efNmM0t2//32Mxehb7v1\n1kwmw0i+zs7OvPAuz4a+/npzc7N5u5nZSWecfjoHxLjx44879lhONM672XPmlHlbsT332KOysvLT\n1au782KxutpaYoXNW7Zs1R920/bcYw8YIUXVnv+/YVMmT/7XKacopT75+ONcLpe32fNs4YIFFovl\nyKOO+uTjjzNaupkardVqJeMkWaTQw+m0+x57yDt88vHHcjiDmgD/kqLh9sRJv790KTtOumZIujii\n+VClRRjFCQUCAUpIYKUyBEJqvezflNaj3v+AAz5csQJU1abnbfOlgLhtWt6AbRuPx9GFxaGAQgGe\ns0HIcUHslFaqoPxBpZX8h8SPs10QYrkMQw9W5wum9dAEjjsuhnOMpEIknIXApExprqTFeARpceae\nSFcVqAMKP8QKvJinSV4qlUqSZJvNZpk+fXo6ncZtEFaQ4/OoQMlh0wjcz4dRzeam47bx03weTyKn\n5/Jy8oKBmAU+xf1zyvMrpZTT6SQCsNvtf//HP8os68WLFiWTyebmZgpj2WzW3NRY3o44/HCrHl/P\nYURxnfP0wgsuqKmpIaJB2CivSDl92jSWdUdHh0D9PLATTjxx5IgR0Wj0uuuv79e3L/TpSy69dOUn\nnxCdVFRUgI66i6nGP/vMM/F4vEsS6bfffAO2QeKFv9ntN7/ZuGHDDjvumPfiG66/vqOjgxiNyybs\nyGQyY8eNO/644/BqrEvp01VKmUuVd95xBwQCPASgC/QHChxQEEA481TG9tt3XxgTROV4RHi/kIaA\nvpVShDJKqTx5pv7PPsuiQmojD0G9/rrrnE6nTADz+/0+n69Q+fyWm2+uqqqqra1l6XKpmUwGpve5\n55zT3NxMNA2FCuSfZWnTI9dY86lUqqjQ0pVXXMFAGorTyWSym07otFNPdTqdXZK//s/+5235Bx+Q\nctXV1QUCgbyuzlUrVxJ206AVjUY505RS6OIppTgGyVukMRV0NxqNmrMd1hvhC/8gdeE4bWtro+oE\nZmsYBkydjz/6iFIoJQzUDCm1ctjSFEB0vv8BB3y6ahV7HKellMKxGbpZX5BOQFM6AqCa4rHwxOBV\n4paUUngQ/k3egs9L6XHIvD6rtW9x54QRtDZwMbg9AmgCejhZxOgcEbzAarUSPSul8PFEFfhdvBhh\nLsY35edZLbTFa0BS8X30E8I1I16n+A24jeiQcMGYNYkPsukxFkopp5bpJprh1vGIc1rth+KvwN12\nPTnDMAw7FTieAXmVlKXtdjugNK0IvBGtUMALQBl2rXnk1AMrlVJerzccDrM0OeiJUFimUoTO6hnp\nBDjEOymt3MsNKr9zWltb6dKORCL0ifXr27c7KolHHXmk3Wq12+3klDwDpM+VUkcecYQ3GEzrsS24\nkLx3OPGkkyZNnEiwRn2CW8dvmbShlKqtrQ0EAkyL23e//aKRCMwFb7Ehoxg6tHRyl/kKe+6116yZ\nM7l1vXr1kkHIhe756aeeqmxtFU6EcDoM3TVIacdlGoLC/3/+xRfyJlddeaU1EmEtVldXc98IriOR\nCOK9Nj3LtpAKh66FUooAn2XD3bZrLReZeWW32wvlmW6/444rr7jCarW2tbUVKgtKJ9i555zjcrlI\nefOroEqtXbuW+wAeBXVA4PRCrFWihL8eeKCZcPv73/3OKMHP//TTT4E0YrHYf77+uuhrilqpWdf/\nZ9tsG9avBz8EI+X0p+HKrps8rVZrOBymVAfmRyMf3O9EIhEMBlMdHRSPCLmi337LgR4KhVKplD2X\nI2KDTAPvVWmCLW8r+RnwrMvlYl4hDlXpYhmAoryG41FgPGbMs/BCoRCiT5+uWmUYhkUXUBl8QMGR\nQ9XtdjO7CVfd0dExf948RyRCzsfJRtsh6pDklCJUSaaE6wJ25nqUzgItvxyVhMdiC+ACLLoFl9Cc\ntJU3pzhNAoqjYZQyqgm5XM7n82UyGe4h3xc3VlFRAf2FdNyi5dwhcqf0mGDySRKPRCIB60UpJWVj\nmWMhJ5JNd98JWCXcMYvFQpeUCGyI3KlVt31K8wsFKeGmcTxW6O4P1gZrAG/NK3H5PEen02mZMWOG\nMmX6kg3z9VjlkvIDtYuLlT4r4iDq0GlTZ5iEKiwUgkSlFLlaWotVEVKFw2EpyIfDYUTX7HY706JK\n2eN9+nBVMKQI67qpPnHIwQcTi5mZe2ZFQKUUqw2AqFBw4NlnniGuVEpRhCb/u/Syy5568km73Q5N\ndOSIEY2Njd2cAnLdtddCf2C5V1RU5Ek+me3+++6DZ1g4PVPshuuvp4WA+JFt1tnZKZ0nmUzm2+++\n22nHHTmeJF80DCOPMXviCSfIguOpKU0eBD5RupReSh+0wu126Jki0kEA/kNArZTiAtra27tzu/7P\nttPWrV1bWVlZ39DwK77nmh9/hOaDZ6qsrDQMw/HLYV+/MMPgALVYLKB0IIr1DQ1r16zhTKeHBwxT\n/i6nJRWJ7ST0VEpFo9EDDjzwm6+/BjkU9NXtdlMPIiHDq2W0UqMU43Aq9KHItFzhGUk+AwFFTnmQ\nyJ8riHp4kflqcQPwb6qqqjJa4I+fyJkDzol7o4Zl0UOJhGEkZ7VSClfEMc6t4Izl/kguqJTC+fFv\nqS7x/4QyFq2zhHMCVZbMSjg3nJkkWgBgRCdKKYqh4KCGFmyQuhhfM5fLMbNYhCa5RZR+uQ9m1lU2\nm62trY3H4xSD8crEIkopYABGRQgZGxIiLzBDX/T9SkJCD3Q2myUyoCarlOK3LCe/348rhcuWTqfR\nHslpmRCCKoAQKSgAxVssFvSanHoYDNk8hx4Fb5Y9SS/3EBZtKpWyzJ49m6/EeuVrSLZOSYCfcEFA\nB4zpkOYiFo3QmEEeWH+8Dx/J/eLeZTIZIkfeWQBSu549h+OnivNfst/sthvLiMCHry/bjy+byWR+\nXLOm/PucesopBBaEkyJvedGFF3ZfyNpsxx5zjMvlIhjvUhLof4nts/ferLz/naIH/2di33/3HUPK\n0T0mrMzlcgzedjgcRTXGf1q3rvfOOyul1q1dS71QaQliOCUMveDFad29ZtdNlZy2HB2cyJwhHF7o\n+RhaJoHQn6RWadQUz8GJJjkWZy4ZBU6dMJ0M9djjjlu8aBGfTmbDOZPSgy/5+iSm7e3tPp9PPkvK\ncDk9d0eoiJwY1IY5vnDn3AcpPZKzQsLi9ebCLXmSS8/AJYauqakJhUK4EL4sl4E7oXDLwyI/42SX\nqMLj8UCDkkMsGo1y23kx7ylVWG4g18AXl65c8THSesOT5YhjmpkAywCxMKSUUiQt5IvUDXO5nOhD\ncLu487wnHyRRC+c/q0JubzqdrqmpoeqMK+WZ4lAk/OKuAvRKCRm3QvYvrCmlO+54Oqw6n8+Hw8IR\nCITOUyPjJ+6pqKgg55GL56tx/QADCG5yq51aNlvpcEHKgnwKURQ5LU/B7/dnMhnL3LlzGRvCZ9v1\nHF+JKIWlRr0kEAhQdhVMwKrHu+JiJXJknfHZbCeJQcA0wBkoFciCIBzG20kofeJJJ/23jqv/s/+z\n/1dt/U8/BYPBvKbh/3z1ldvt3nW33eQnP3z/vcfjgQhKYJ7NZjlQvD5fqKODHEgpBV80q6X50W0g\nm4EzQcwNZsYbsmEZemGxWLxer6Q16XSaxgQIFoZhhMNhMDO4OVJTFBqpMH4J2YWwQ8upMFqgpHAZ\nNi2lJMkitRjiZvwl14ZL4LM4H/lbpVmKIg0h6QRgplTTuFSumSCYT1FKARwKombRHFKLNumS4Mji\n6COTESYRUU4kEuG7k5/hPzijEZxQusmHG0i6go/nUOUy+E+LbuZBVFwSXAl9cFHyKZJsgBJzklMo\nlRScbwSmLfVXiq9AidwQ4iS5YKueNWLoCZLcJe4qH2TV0lpk80JK5a7CAsMX8PSVUjhsiULADq16\nxAOOluYLAhEgQFhXZPDt7e2UMCRJpeZoLq6TifFFuIf4NS5PMH9DM6sBdWxauJofsq4EW6UmwuVV\nVFTgTPF6UsLgTXDJaS3NqTQCQfhFVYKZb4RWOEfLlClTJN8HXocoBHZKlsxTFCRH6SiSwEHpCTwS\n1VIFEVIuKDdPjp8opdAgpIWa+oE00lE5sGktmFwu938e+v/sf7+1tba6XC7pD1ZKUa6LRCKBQIBN\ny6GgdElFaXVA0FcwTHYcJy+HIPsxqRX2OVaEbef3+9vb29mkEFyBOlE9VLq9hBPZPKvD0GIGFKFE\nGsmcl9h18ys5KI6NIw9vxJEkyB5umLAbTyl0EzyxuEylcVqB/vhoKcSQf+N0pXAG6gjb42eyq8WS\n1UNypfOCYhMUDdyeXUsz8llAoEopccDmcibukK8cDoeRCubB8WiYdi/wG7c3pzmSIvfkMMlIyU84\nJ/nugUAgHA47tSwzvbYEH4bmAAO2CxIZj8fB3gnC8GpgEhIMcaMEpmZ6GN+Of5ObKj36U/wE+DB1\neuBxM9rP+0tDLGvSbrdLj4NdzyPhruJWcrqdieVEzIF0FR6EAIW7hINUOr936jGJyhQf4BRyehYR\nl02ZFceGF3RoGSsuW0Bi3s3tdtMhzBfJ6KFNqH4Susm6onhBjAgGg25BMBgEmmbx2zWTmkIAcYbS\nI624YPMC4wnCWGI/OvVQLPmtZcaMGQJES8sTO591g2MWUh+xEkGBrAy8b0pP0SLU5WXCfZBStzn2\n5ImmdB835f2c7jEnjS7fbfV/9n8mtmH9eqXZZ0opYuq6+vrNmzaxqKxWK9Usi+ajcaywYTjjOBfA\n95xaXFDGRAqRhI1ktVoDWthyzY8/shVFtyGTyaCLxOR2aJg2m629vR1vjSAJpzDV/WAwiP4XmwL3\nppTiWEFATZxK1kSmJWfK6sYKUiL2EZwahkexo+XQNAwDqVqgPEkxhclv0Y2RkraCxQmVKatl7Kxa\nO4EqLx6RGytVJI4FoR0JFZTvbv43AGZOj7XnXCaJlDm5RAO8DxeAa5FD3NBUvoymyEq1jpMKX8V3\nj0QiQOhgfsRP8npJpkkhOI4FOAWVTafTwq+WQ5bPlcyJ1BAhLaV5SUCv5nwdrWbOUsjDhmaH0VHJ\nYQvSzp3hxBbfTGgCICwc3rSJoc1lp3UntMViATGVqaCGlsoQ4Wi8FEsO1hHfUWnklqyRbQXDi+M9\na6IGC7Pd0BodrEYuA5/COsxpOo5Flx5Y/wQleIp4PM6i4oekoQQZ3FiJVPhE3Dl/yzeV/YW3Qj+A\nfzh0+7FNy7VyjMC950PZZbh/pRTxAUm/LAAiA6nZs24FDOARsIl4cOw1wjLL5MmTpWDO85PYmW8l\nX4yHLfCOoECsTp6Wy+Xq6OiA0JHT9A2L5qqRWystbEa8xj1C+5OlrDQcYbVaEemc9957FAwOOfTQ\n/+YJ/39W0ujRVEql0+na2loqXr/93e++/+476cjsCAZBySwWS/l5ydimjRvtuj0ReIfF5qmqUkpt\nWL+enYbowfqfflK64hUKhVhj1ClZ2blcjo473KdSitMQYA3eA+GmUBfZJ5RjWNUsS5eWJ7Tq9mvW\nKvuQ/cOByDGNvumC+fOpwHEQh8NhsOKMFvDjkM3qUeUguuTHQr6VIhbRMFellJLsmc4LDjXOfUFB\npQzJqWfu7rDq3lalFJdnmGaucKRK54XZr1i1eC1u1a77QPhQAguIr5xZwnMhGybhtmkKq8Vi6ejo\n8Pv97HdBBeTNpSzn1PrB0r7P94VInDNJSsmJz/diPptT61JJa6ihp84TRpAgUiMnHCF7E8BfroEX\n2Gw2ivc8IOB6Tn8WA29FVsOqYyicJG0UJjs7O5FiNrRGMl7HoqnCLAm7bv3HW0h3E5A1wExNTQ16\nOKxq3BXdVpWVlbDAxPtm9ZQjqTWw2qE9U4Cniu/QcwQoKLCz5Axnq+JQSfhk3igpI1FjVVWVLDx6\nz6qqqohH+UZsYQklbSaSMzgrbohgi+fIQ5E1mc1m6R8BFZDKKcETFQT+nKXItwO7pQ+bJyUBgYQp\nnE4kyuFwmOs0DIPjhe9C4MhG48U8UNaYXbciS5hL0kvAweZNJpO1tbV4VcHkudW8w88VjSlTpgjy\nYDEJmFm0OhUxF/7SopmWeH7mFnApuOqkntTBTbFqiqBcqNJRBqGHVc8t4LAg5Q8Gg0y8t2kOZ1pr\nuloslu1U2zHbooULzXD9VmmeLF60CI+CnpRSSkhzSvMV2b0IrhKB4jkARjhQ0JLFGDX/+z/8wfxB\n//nqK8Mw6BVJazq+HKzCNUilUnvutddP69ZltVw7fkgqhWBTNt2tv/see3z9n/9AprDb7Q2NjUqp\nH3/4gcSIFayUkhmadrsdoU0esUVXVrg2u93OocD+5LmzTJVS/KcUw6SYxC6l5QmfwTfi/OJkzOim\nRqUUa4ZFyKnExRi6ZyxlGpVGwirpmix9WWz0jJISKaWI6CVOxfXyfLlg2ExIfzudTsBJvo7Sjk3e\nhxMTRJeDSTaXTZMQbTYbYr+yxajLgr9VV1fLscLZIZE098oMY0oewH9KGEGMT67gMmkEUXXi+0p7\nBTkluB8xTVpLFfJB4pB4Z/6TTh6J7DkEpDKNM5Pl5PzllDzehOyHbwQMG4lExNWBGSb07FFeCWxA\nPMSjt2gUXfIn7gknON83mUxCwWW35jTthivhDOQKlW60JdChykjwl9ZCzXiUcDjMGwpE4dbj4Pi5\nIAe8FbdRHplDdx9FIhGXFnAWwJJ1KNEkvjCte8aoL0gyyp+wfviCeFA2ZkVFBcA+Q2ZtWjuaQ16S\nbHIwm27KSOueKG5LRiufyM1H4Miii82CSQiowEogO3doUUw+FN/PIxOhEouuWUg1gdXFF2eN5XI5\nAhEiDO5SSkt3sZ7tWgBE/oSVn9UsMKXF0YjIlVJsFp6XRFdp3a9Fdmvo0VW8ufwt61zKE4ZuH5fA\nWmo9Dq2jLACD0rwK865hAdtsNsvUqVNZdjiMnGkcW1Lrohlaq4S7z0EpfGyBHXDANk3cEGeQ1vqg\nOF2ukgNUPIccoLgf7p2Zdye7C5Qvl8uhwup2u1F//ebrr8Vn8IX3+u1vv9XNQnvutdeHK1ZI1CY7\nmUMcn+pyuTweD53BKO9sWL8+lUohtcjxCsrEZk6n04FAQJYai1VpqXRBacjzBCjj+PP7/Wj9CD4j\nIJIsRFl/bGxzrQj3JosDD0QKRaBj6OGhVqsVVMOmNfBYFrQLE6YJroLfEjSGjcfZYdHSbwKE8nOe\nKfQFoCfIpRYtv5DV88pY8Zxr3B8JAa2aRsS6BH+WrYjXZ32KJ05qIQI8jYQ+sViMaEZqPxLgS3Im\nsbNVN3WYASGeBbkai0QCLEmeJHZkJpvD4QAuymmZIZfuAJRo2qorglSRBEw2V5GUifNp16PhrFo7\nyJxMh8PhiooKOEfiM7gAu2boOExqR1k9xIn/J7Cm8goOz2xmVl04HHbpFlUQPPkisjZkdaV13ycX\nySFr0RQkQDJKs9KqlNZkaeJU1hWnCu5EaUEFpVsxaQPBr+MFBduQwxG4m8ME90CaLkim1UTNZS+Q\n2Mlp7tTCkErD+0IysmoN3ayWcMj8svOVExJX5NS6VLKcDE2flviPKye+QfiCx83ZzVcDLK2trSW4\nZ+lyGWxJwGdWGkg4ZxTq9Bw7FC7tWoCalJ3NBVKtlJLOXZ4aHgKvyZVwEzj6IpEIMTrURYlFuBIW\nKqgDqwJXwuMTTEhpoJQr4e5xwksgKLUV4ieit3Q6LRdALOhyuaCsQwXP5XLhcBjqOMYaZhHy3anl\nsxR5iOQGQk2HzqxMJDUpJ8k3YpHzCAhhmbbHKSrZLOePMBI43vFoLCd2sexfQwvCUGuwTJgwgTZw\nXAVBNLGhIOPidPEHxPh2TRbARUlygCnd0UVFh7Mpo8d9SIVD4HQJzSSMsuvBYdwXNEN4zLi6gw85\n5NtvvuEb0qzGvpXroZcjqzvTZQsJymHV9XzuOGeu2W3wJ9wcv9/Pf8pphYeGSJLSHWIcAYYugEmK\nQ75o0UQVzkF2Gueg4H4SUvH1rZoiRDxIZFNVVcU24LiUfcua5k0Eb+TrZ3VDpMTLfB3KkA4t8SPH\nB2eoRQvPyrElIRSfhTOWxMUciGRMXZ68Jwudz+VAJCjkCgUPENCFR5PRCojgxpKRu7SQHq/h4sl4\nuMNYSktA2DQXg69jaPoFLoTHx4IHsyLHzeVyHJ0cdoBR8Xi8qqpK4B+lcYJwOCy0IJumOnLQ27Ts\nPO6cM52tIXUlkiRxqxldKuY9U7odkYqpLBt8hrhAgAROFnEquVwOxCuXy3GQZbUIooCTrBm4IDx0\nYYdYtNqGRZOKBXXjcCABSulZCwChWV2xdunG95xWCMnq5h9KfbxSqtRZ3ZFs09Ca1WqNxWKkjBCX\nDF1rE7+FG8hprW+KF5LY5XShwdAsXBIMfsXuU5qOxFHLRfIRTFagLyuvmJLRxW/WAOuKUnFGdwrh\nUczUNlBiAQ+U7lSm+pjTatWsFjMVAE/JcZ/QGvWGntZDCMi1CSwqp3Q8HqfEwOktzHCgLKJDqbPw\nDjxciy4BcDwqpch2yBPkJ+i0UGtwatkrPC4XyQUQ9zDQiW9KbkbG79TyzywJweSVFtx2akEOYX3L\niY1MlqyZn52cdpmk2jgRYYkDXAmYARBi0UIxon6qNE5j6LmlxCKYTQtiyskvK02uXLBqOQ8zukOB\nx8qpkjXJceZyOcvs2bN5rnwT7gj+nOcnrBC77r5Qerh0RjPFODflz7l6FgoLi5WEz+ZsTWjRNYee\n0uF2u3E/Vo2Ng3OyG8V5E1JxixsaGvA9ds2G51SFiYN3dOlOa7mJbEin0yke0el04kGrqqo6OjpQ\nFiOkEPAHd8KayOnKX1a38Ft0mz9hmpQDZbPxD4eW+BBwIqtnhXEwEaWmdCuLOUFne/MPvrXATXKe\nWjVzhO/IY83qQcj4XYtuJ+A4s2vV9LSeM8OxwqnEfYMVzPrmhuQ0+TZtarTjQJEFKtE3J5RkD3at\nF2gYBlfIe7JPLBaLAAz8XL6aXXOkzR/KCSKzAaRsJpuQI09Ot5xmVFGgoqqHm5G7RKieMbWi8llC\n6UJwiu8lRCFOTDIJuxZmsuqWDM47CR2kkEm8KJQr0tNUKkUclsvl5JCSo0euX9YenobEmjsmECL7\nnOvnPJK4kL1maLNqGVeX7sKQtmMBKuQp5HI5onlONHBXgC4CPj5Uaf0NieEE35P0xe12B4NBRNQt\nehSHJLhg1NLuzEGZ0STwZDJJYR4XK3AiZ19GS3dxDnLZYD/8ljsgyYMgSfL4chpTlKKszWYDOCGT\nyekmJVATpZTIOsqSFicqwQFLyKm5+hZNQJM/B1RI6aZhCYVJKpSpnGwYBn/Iw5UKtzmqc2phaso6\nnAN+vx/Gk1M3TEejUTjbmUyGU5dH5nQ6CUo4MFmEFk1xEMAcRES+LOgCSadECYQadH536kGN2V8K\nR9p0hYIzkDhSwPmclr+UWAFXTcSMB+FUsemeJWVqqZcoSqLqYDBI57pksRR35NHjLzmFpBBjtVoZ\noiXbTZJjHnHWROaQnJt/O3TTObuDwxzfwXM3tDC4xWKxTJ48WYBH+STBvclEOUztmrsobQaiZyLR\nAe9DDC4frzTiZGiQipOLS8RXcWaxaTOmsjk3Jadnd9u03qmhK3P8OV9YvD6r1qIlWixa58Wm2X12\nLXHOK10uF+107CtGDBEX48nIoWOxGPmHocsYhtawZR2L807r3nY5gyRu5Qamfjnim+b0pBZtAGUS\nj5LTJBpAQknN5dxke3fqSdvmFFwSYocmFuZyOZiWdt3JRzVRsha2lqEr2VatlG7RY2ekXmLRwzNy\nml7E15dZcg7djyeOVjJLmfGS1rL1Vs3glZISeR5hMn/FuWbRcC5vLmGBzVR7tmm1O/F5UD/4OEk7\n0pqTLJ4jm82StWR1oQEWm2GiGknICEpJnMQzYoWk9WhwnDo9UVkthM6Rge8R5Cap+4IkhHJoRi4P\nnUTcoWvPuA1JIrke6cNJ6TE2vB63xAOVQIFwBOAB4Sp+RTIqaYSgEXJ2kC05tJQ9S9StdTQTepBM\nTkPH3NusqcbGGWLRRNFgMGi1WqUDRwJutjCeg3cjKLFqIQir7hvOmCb6yGLjhwmtg0HkxD7lKBOW\nk0W3IXHOWPRsAvIqMjOOaQHM2CncWDa1Q7ei8SnsequpgCppUyKRQFIUdNDMaTf07AeoXrIrZeGZ\nyw1WUwcNDErxRna7XdJ9CYzY7zxcqZrb9XBG1q3N1Fan9JQIl+4fS2hlSYo1xCJcLYQbSR4kHLTp\n4iMLRio7Ga1cyfELLJTRJXz5ykndksCZiUfgr2xaQJQzVnyQy0S0lEyAmymOyRzgGoYhRX2ukOSe\nFUJ4zbLnMiSGS5l0V5QmSRD6owMNlU8oYIbuX2dD5bQuimxkq26IEBjAMn/+/Kzuc/d4PIJyS6mP\nyEi8DtfBA5OWDNkqDl0tx6uRJpqxAsmKzPoDhlYiIwaR4orADtJwyUGA189pxMzQHHpBBux2e0VF\nRVtbG0+UQ0FOXsFFJVOHR7Np0ya73V5bWwsoza+4coJHDg52FNeQ0sTOtFZ2TWrNP7Av7oz5G+Ee\nCDtSWmmBTc6iF6cu7Ane3OfzMbjTqlkYFt1mk8lkqqqqWltbWfqsD05kh25QUVrBztBNDmxvVoms\nV457djgAhjQSKE3slFPAqoF9Ltuq1WWVxtJZZ7KOWZd2rYlt0Q0eUgbLaVxOmYbYSFMvUVf8l7Nb\nzMmfYIwWzXVIa0kEFrmgFISJ5OIEYewo6mqG1s8xNFogN0o6DqT2yZdya+ljnhfIE0hmSksd4SBd\nJnax7GoWJLeCr8AnZrXAHy7ZqtsrlK5fSN4pqZ6wcnKajgBBQc4mgd2sukpKGKH0iEAuUqoSPB02\nsl3zgQlJUyZpo6zm42RNY+YFybeZRhhJLGLVopU4PElkWWySWvFcclpIy25Skwbwz2h1aIserSZ0\nM0m+U1q0RFw7sSn3ilNCIBCXbjxTmiXOqQg9mIiNp/P/6+rcluO2lShKgORcZNnySM7//0WSh+SH\nUqVY4yiWhtfzsLJXQcdPLlsiQaDR1927TUKYjlJIeKBFsS54IuWNF53PZ5Aifj6wAPwA/Abklv3X\nOVZgvI99umTHdJyzLXOYelmS0RtXSfQA2zIEQLCuK+GZkRvfqC8yBNPAJSXkVSegeU4Zh6PPipeA\nlWKfrWXgAlId512UNhA5uxCp0PcBc/D5IhVIp2lWhhTgt8AAsVDs29DMbBzCxUZari3HWDxVKSEw\nXdrGljQOeBF4UclE3RKUFSZvSMMFJ2USDv1J2mzbtru7u/L7778vmWFVwsdZ05vYpxKMvPZhcGWP\njP27sCL0DTpMccRntE6zpHF+nuf3hiqP8j6+v7fa0ohxA1upG1ubct0QOJtRzpICatcwBqz5YyXP\nbOTtdrtcLmj8l5cXBLSEF76mlZAdp4BRa8VXwmdk3yjtr6lnbE3PPrvB0zgGSXxqZo76W3w1eS0u\nnkHhjx8/vn37hs++BkHd/hgBnKEAKWvLGXvSUNDX9Q0/eRdcGzHNEM6KMVyAQxCwbAXX3ihct5Tw\nBbIOrgR5KnxVdu+Q/gQFGgOGkYOenXvOu0hboeO86lt6b+Z5Rq6wRrg4Nd2A/sAepo4a+ka1T0mp\nCa10C3rczBsrAcE3h8BnC3GEAbrsjH1q/0saPfkKa8/odGqE9uPOwSePzcgg7RZ7OzaglSksGWOI\nDlCX+u+fPn16fn7mrInYCFXJ1OFJDMG97x8nFGG2h2EgqjOubSMeMRY15A+KovaS2zpNE+1GBIIq\nE9krS0PANIWt03RUn7aRLuluqyfYV28o8lbDDGVc0adxC2gn+WpMad/3x/SMLA05Zet83zJEoQuL\nGV/n5pt8nsPyhIHxyWM65gmyVaFICJLTZ+hfl8YQrA7ODf6WGURMrDeiD7mboSf6Co09ZqzhHHYK\npL2E6oQ4DfGmisEhKjZbg8zow42BI8hWIxum1ve05yE2JvPU8zyBtxDdiUoeg6FB8I4ZN8Klo/fs\n2LBWqzkRIWwtq8KoHdL02AcXQu59D0gCG2R3CUfWhpGmsrQLFAQ5Dm8unhypgj4IU1Oz6DfeSDaF\nPelSI9Byl19//bV8HDllUd3VoJUIxeZQwJhhABJcm451m/F1/Al9EEpkGptkUI7gljBCqHCR2j6V\nA3Uim4taJCfPheTU0URamjW4DHaEPbWoxl/6ULuR9+Na1oA/0fVbM6nNzHxJEhVHUjDINE0UM7qQ\nH3Vdx/K8M5i3ktbwscEeWwLZgznCQiC+KHfiAzCQhNdozy0D1NDCp7AfcL01kHum4y2hcUfpm1Y1\nxnXn+RzhDNw3ysB3GbRslMYGIvSMzNOqERMQN2vUazhttuD/azgcpmC599DusPMoZdVTrZUZOKqn\nWzNui6i0phCIfA5hsTAyWFOh39NZgZLC/1M4ecKUPsglxMskPDlZrm7NYNY5iBgtLlLBKLO7jAsk\nxBHuh04xpUzl9Xq9Yu+HcCWaGOgzVbNkngFZxGPmidV0RRoxoJTFPJt75C1d8lVYXCrTY6YZdgEM\n6807f2kJFIsLcgoNeB+0VBvSaduo10gbQjQpfOn2kZ2QlZeP1JJ4wMRe5mPUbOytjp2CRyzOQSwB\nEq+BsOlHlvS2gk2REcyrR1IdUQFUyxqw0KqgY5q4lO0144g0otxT4MHTNP3yyy8QYnNBcOnY3iVs\naDycpZqaVsGy/iVzHqlDsQACO+txS8r54zgSvt/S8YGtPQTmRnhAcyDJQrLla1p2p8CNUWWYuj3l\n8+v1qtfFdj0+PtK3aWSJu+N5sZI18KmanmbzMYcM9GRn8Ag94i15X1x/GU40diwYzxJxMtSeA3Qv\nQT56kbE4pE9IbussiuIu6bbC8OsH8BACGNPm/2UHf/vtN/OZmHF9qyF9CyU88u2zkEvEFw2i9oH8\nfQ0RKwgsOfY4JwALkKGbddlSBkNWpIXbGyoAV2XUjpF+DxeKcQYqaUthrGsye9u2ff36lVNsT5d7\nMod+oQt6kMoQW88+rCFr1FXEdH3//h2QWg0yi4vXhaTCWMqwUs14CEPCEhC1xzw2RIljMxWcOAnn\nlNNFgOb09bNylB0XEsSgBT9i9z7FJwwA90pN6nVqa6WIl+U9r1+XlDLIAz0YjP05sz7Z/GNDeQ/8\nFb3fp3LmRS0Nh7CGfAkqG38IvXAKTSY1NgTPNDs2A0Vs8gCvGZOmn7Q2k+PQ712mAoyZTkO2DaOl\nCq6pa+gHGE+DMTal3CZsTZnievYp83eZ3LosC3iFObh03SkDUDmY0DJzZvn1TZ1iyjQhsvScXRsn\nES6DtyCpSNEKS3kIak8UEurGMFerWcMwjOLbQnNmOELTIPvAaYqAMfXK/xLjHhsmZ1NBbB3xynt4\nCBBUvOGnp6dlWYiWrCxO6QLnTnUpuB7SLLSG/eo9jNloLagl+XfAFipcU8Hv4Zvbg+8DvkTBTo0/\nDAMpbuJFFN2+7y01ip79uq4kHhCzMRglE7buCc7QHKgjrsAQ5hxuNHJu4bL1jPVdeDLFgmPIs/Rr\n9Qlab2DNMA8EiQPi+C6XC5JAfMy3//333yzSyqDuLFd1DEAYV+Z4PBKGbc2kzhrUoZKwNxOs9yCo\n9rTDlFKIUpD/Y4byzWk60Bswc8zW4ZOhrDjK1i0wXhf9ujUlYE4K4azhDOhTc2H9KECumzjr8uef\nf27NnxryhDXMOCU0I1MgZ4Z0JlRrreSLlowfJxxhW/mLuUqz7fi5mGrDbpy4Q5D6Xebn4JPuYbrB\nqnEtpwCL0OC8qw83EOoSfd3lz5KOQ3XZ2Ew4L6X8+PHj69evmopaK2fM1eIgFUH2qo1rpwwE64J+\nxy+my9bcEZeZJa1BbdwyC1bBRVCIU0synwgErhLbOKV9nH0jFUZflvffrAD2khfRgIEKNmYdUr7l\nsr1l4s2YkQPeZHQueqcE/mCWiQ3EMy3BmlH4HILXQ+4x1V++fDEvbXzjwXkP+csQxOwW9kSdS6z7\nly9f3t7ebmnHVJy6hrOCZfP8uWEQ27bt6enpr7/+OoU30YSzaQOq6ewS/7uF3q8L54M2DDvKgSqx\n5DlPoUH2hpvW8qoPKe7WhiBT2VNHk1LDDinV5pP1BZfgjHggK8Rg8AOkFhyOhEu3rqudWmbU22B0\nTzXk7u4O9CWGGaBll9R9FzJwzM8SoOz/ZZVZsxDZNV1YuKTmukwJlIb0WA+YsUtjGlI16jgieOo4\nMeaZsJRreMrGQBTFonL7LILwp2v4SawjUFZkMaWpoQyZQs3v3jUDebGvW7BR3G6vA/eLTmUYr4xh\nSkYumqNGeFiSKRyj0nbl+nl92AvYUpqP8Z8eHx+Rn5+ZoKV7bTaRgFhFYfzWfZxifMrUqT7EGKUU\n8uTIA8knczOH9FaZStmSlAYhiwpSDFqvy8opD9xCjYf7SAauz2gJ+QlUyDbdcMW8TRAJ4I8eAqRF\nJxA1mQ/fQ1m/BzKFeG+BQhujk90pKXUPQ9CwaEwOm9zLGAoVRLkkw2mQ6nZzlpC8YPyBbyji1l1U\nkdg27hJdJXMDO3p7e+PMLpcLolkz/rrL2E7EFJarPuNK8EbFrYzh2anhJLo15I6Xy2VqYHWUBpHs\n8/lMH5dZwT64aNw3zTyP8tQ5m7lhaFEUFI6u615eXkpKKSalrcroAewZ9t5n8A5uCq7lp0+fKKmW\nJJNRBF3g8Vz1Gk4J/IMxtfk1vZ6n04l9s3eC9BHqEsvKbpfUXU4hK7brtEuipTR8k5Qe2XYpAhBx\n9twqph5lrRWffQosWSdGrKbh4ylNn9u2CdKe0uGzpPWFxXPWCOGUxmIxpVszrRwPVSe9NJSTS8MG\nvDXNGEPwiSYGSmAga0bFgCIhB8BDBASZbKi1oixMbptm51xM1aKgRdvxj1ZJka7Hx0fWaV5uzVin\nqUHHrKnDWc/GZisP7Zmew5V9SAPVEMgby1BdAMAuKQCbFqrNdKCSLCj1RdVcH0AlumLL/Mc9+HBe\n16dtdwg3A/khQ2HEgJ5dfl0NaO5tzkhK4t0aRsk9/SDYZn6LAz2lhbqmGDekTZ9YmeNAepdlAZWi\nu2kIQV3jGEq70mBW0DAECe/pVTEByQ9MIT5iPXD1EGefTidxIdtHmiA+llQWdoI7jt6zGDQ0kEB9\nAhlVzd9OGZGJgnp7ewN6Ms8zronto5Q4b+lZ16nC8SKZgf7EWJgquF6vT09PVIKwW22wpySjQ8zV\n8Tm8COf48+fPKN5a68vLCz6oSdBpmmw67dL6gW1CsIcGBcyLvn//js4fg3vfwpe3ZwTc/f399Xq1\nBwe38haKQ34FZQvDaJd8CXrvfD6XP/74Yw4ehLIKcSevmcPJx42S3ULltaTY2WZySrrK+EmUi9kP\nLmRb/5jDY1eD2SHW/NnQr7cRD6sn8iuBAKjEVf1dhigs6dLT6G4fmWZratVmzrGvNfjzqen3xX9H\nys00tBegS1ENocE44RUS4Fp81Yp7n7emh3UMcNpMu34oPy/AxDS14nIK6dKadpc5WMotBcstDUuc\n/piG11MmwpqLQ+mjufpgOk4Zj/OebpY+kLE57SVmzvu+x4fbM66A66rG5M/awIA5ZSKPNQQXXdeh\n90nv819wIGAqKI1zpkPoQvtADrm6Jaz3JaW7+hENrjlnu0opuALIP0w4Nfy4+D23jIciHOTVQ1AL\nLKP19kpT/pjnmceaGGerUZfLsnzKrHt2g68gsndOkYn3GtoETKPyWdJeZQWBq+o8pSnsfjgQCCf5\nmyHEJhLJbWmI5+BIU41NNzz6hMaHPQSurGFIj+8ttEr8roqC+E+80vl8tmrLjSDxhtJQJvmvvu/R\nv0PwK0s6PPcwSKzh+9OH5qBZOcZD7dElia2jwG9dLpeXlxeGXN2aziU2iriK/E0N26u1Ei+y1Ych\nVNJDA3a7hUR5C//GHMLUMXjJLiAYtgir8BZyeB3oqaHhG5suXrUiB304HMij7A3wTR/UjAtHxtEs\nGfFpTIw5J/rq07jME3CDtENiv1nMW0ZMwk10Sr+WCy4pmeGRK3IED1PwkksYHX5mauqcns8xDDl7\nUGxdyBtQVuDbOWJCIESXnzlkmPQYNgjRFW6LmRgl59bMW1uWBVyhDgrREcoTh6aEl/f9/f0/ChUk\nQzjcPM/U6lGFWhFMLCvARaqZdsDxIPrc9hrEEw6jyRNqCUQbXEtDnz4zy7CI3lJTWzrRJjPVQUNm\n2yn3Q4NU9EXeFhVlH2AR9vWcoQI1QN9hGA5p2TocDkwc08yv6YchdYPEsDms7eHhASG4v7/nf9Xp\nfObYjNdlke8hzOpSfzXbgXZewqvQNanOPZ2UfZAXfHXXddfrdcp4WiMzfYIhM+NKUDCQolBN9ExN\nA0yZq0Ok1XpC3Ao0e5eGZtbPM5fwiVrGs96m7NY0H/t2Q1v8UDLMnD7oEuLaPaAtRsixHsIsYgse\nwu/ysay/D0MhZtu7tKfF6HA4UC84BBrNWXNLqYDgp3/79q1rmpoQv8+fP4uiN+UD1yPa6unpaQh9\n49JUpvu+t2in/HPKiAeydw5fr/7lEFyesSM+TR+kK6qBzxFXiAfJVvzzzz8c2RjgBVYH2d4zyl2t\nrY1RGJY05VO4reld/vfff833sAwri3p12BgkBy2JzLy9vWk/VLJoMMIv+0V1+/zhNsuKov/58ye4\nyy3sAqSauDuHDKvGLs6ZTvjw8FBrfX5+LmmewYdgneo9Nur+/h4Dxj7XcEkivYoHskEGBfHA/g3D\nADf+8Xhk4iGvWNf1crkcQpbHB6Li2TS6GCgeEbpBKW92h3ctmYVqIERnsJbV28dJKT+8BTVuuhST\nwarQvXxjrZUWtSHI3NfX15eXlz79PiW0X6+vr8/Pz2tamZEZdn4OyJRNIzy7Xq/LskBwZFhF4mEP\n6xxbykG/vr6iQJZlYSWYHgSy1sq+PTw88LQlmEEcC20qX22+akspYWz6OPh3FJ0pED4KxYWPKMBW\nFWe48vDw8D8ilng2WIw+zwAAAABJRU5ErkJggg==\n", | |
"prompt_number": 20, | |
"text": "<IPython.core.display.Image at 0x40c73d0>" | |
} | |
], | |
"prompt_number": 20 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": "from scipy.cluster.vq import kmeans2\n\n# step 4: estimate dark areas using kmeans\nsamples = roi.reshape((roi.size, 1))\n(means, _) = kmeans2(samples,k=2)\nthresh = np.mean(means)\ndark = roi < (thresh * 0.65)\n\nshow_masked(rgb,dark)", | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"metadata": {}, | |
"output_type": "pyout", | |
"png": 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rt8y3TDx3xsPG/OfNdsGIAmEYwn5XdagiZgyqYi2eU6WkWFCQDGQMlYX65Yix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obfvm1YWkP9YXIUvcFlaCHAxLSzoBJWsoep0E7o5Wp7D+LDBFApJ0nh+0KioEej6C//Vl4hN+\njnsFUjfSwUyuQIrAc2oyHRHd8Jh0B6J/pi48FArp3mLxYG7T3zYcDiF7nz93brZQyOfz9PUaY8C3\ngVMsUY3gfvRxwIW4z8PDQy3UwejB7+IYcFQ9mZnNqzRSHyV5hbagU89Cwt4aGxsjKyK6JzfVG4uL\nrB07DCoNn68umUOCmxkKsz+dTvOxpFn8l6SNhINU+9GjR0dHRwxJdF23UCjMzMxAFYYtPDIyUi6X\nK5UK0DfbndTckWnZ7DbCcMUJbBGPIw9IJBJ4nSem0cwfDAovPPFaW109eeIENfhEIoHZjUajsVis\nI1ObPM/jBSrYpaEeOwcLxUlQ3im/jtBbW2aWA48nk0mkDCj24zXHxsaYTOx5HnIrzxhceHZzcywa\nJVqHfwAabwdGy+GhlRRDQRe4laQHvU/so5am2JC2UEYJdsEPUV6bmZmhD/vTTz99bWxMFRiWl5Y8\nzwuieRQdjdBQtWwGE+r8uXM/+/nPjbQs41SG0lnOIR0K/4AOImMMmqO4c4JOcAINAlgacikcdi6X\nU740xXh2tfIwgEBYXDIz6tCOSIUYaToHb8DXAi2MjIzERP+EIwmQGJI+1OFwSOGQ4xkOh+m1xcFg\nlIIrq+UnqtSEaxxw3gm3SvCnkD5bCCwN8/L8889jRujh7HQ6PKDG8RgBti5vNZvNkiQUCoXd3d2v\nvvlmr9cbkbGV0JU12eW/gF5haZsE10U6vt/v08vgui6FEgUOMVOIuhuhzVLDZq6JL6MSm81mIpGI\nx+P5fF7XBa6AqiwPRHkXTLHdbnNaKaVxDyQJLLT2ifG6gMeplyvZjfiDHcK/Ulu0bfvw8LBSqXS7\n3aOjI7TJePPYRsxgv9+HhcMZfLYJunD+fGFszPO8J2YaP3377TffeKNYLE5PT7daLU4xngXLwyJ6\n0s/Jzie2CEkvK8Uj3SocEJIxpNYgkOO5HVIiYARAD36aY+CI4glOPogD2wEqrJJp+XtMTEy6FYm5\nFJGn2OkI4ZPlt2VeL98elzHGWs+Gsgusiodgk8Xj8Qvnz8/OzCwsLJw6dQrJ6LaMoAFh0MwPTEYr\nLjMzM5oXEj/S9KZbvFwukxB3ZcqWK/Ixk5OTngyENjJdES8Iz3YokgtoUHA2IpEIYYGC6hyzyclJ\nokUiFc1xEewkX2GnRkX7mvI259mV4UXECjT/Md2PIRl46FgsNjMzc3h4eOLEiZMnT1oif4357vV6\nVOPaos3Cf0MifUrtYyAz1EgWAdPaMkQWnufTdv/vbL5ioxO6GWN4b5getg1BkifMf0sU9vXGWESO\nZVzmLhPP0dfBz4cCSkAYdH4e0ilgOJQWxN1QHNtYX9cX/uOf/ERvG4SzUChAbKED5+DgYG5ujvoC\ntAO9E/Y/N9xut0dGRgA8SBowTDiAsbExgkV2i3IpqI/MzMy89NJLp06dCofD09PTY2Njf/ad74Cy\nfCkUOhZSXL9x4+WrVz2hsrPTCPiUwWsCbRogKL1eDxmKdkBCEq4JMdzExMT09DQ459HR0b1794Du\nNfiwhBQDqapQKHAGeahGo5HJZDBSWIDBYMCgJ34AcA6WEz/TlzEwHFtIfGEZokDfFDk0uZcnIv8Y\nd2PM9PS0Fp7C4XCpVAqHw3juWCyGNC+HcWJsDHwF0SsSQUgGHA3lvWNbOFC3PvzwrZmZXC63s7Nz\n8uRJPvzEiROcZQ6IZVlkBVhOhTcODg5gwoJMjI2NZbPZ5557bmtrCyVzwOehNOkNRY7Qk7HWwdME\nQslaQBEFCCTwJanF6RJTRiIRzOzBwcHu7i5gRrFYxAWQKxtJsWDzAXLwJrFspGQAiphN+qyIwCKR\niHZqGGleR5ta01xLRuNQaEdyhEXxfR+Ak1+k/+3Ro0dahVRjSD5G32ZCpnSEQiHtnTt2ra6sjI6O\nZkdH8/k8r+Xxetza6mpWNHk4FAcHB0xDoLOGf8IBKROLbBCXZITzaIs2KoAu8YcrYlmAEA523xKN\nHthAxNphUUYlytN5OyDGqkQGRAY4zEnwRWTAFzJwRNQ3cfPsTi2WkDew1UDwWeNYLIbmO7euhV4O\nAxxsrMbY2NjY2NhLL7300ksvcUJIuFFlw9qq5eUvccOTk5OsazKZhEjieR7xNRFxqVTiZA5EtoYT\nhWXnRGl1xxjTEilHS/g4RJeWMMIolGpSSDPG6OgoSNfU1BQxFOGttjRgRrVwrpByXMQXPWkZ7PV6\nZMNwuB4+fLi/v689QounT9uBKuPU1BSRe61WQ0Icxo1iOJY0VevXUb9XNpwrpGjMBAbd9/3fmSs/\n7YLwYouUuoYISk1nLfgZX+Yrc7fAnuwrdjysBfJXIvR2YJQCnwAIGRWxQ8dxarUa9XKiciqIRL6w\n64E9r3/wwUcfffQ3f/u3S4uLX56YyGQyFPP4OsxHWAYDaEmFlSVEAH7wPI9e+XQ6jT0lhoPJnE6n\nc7kc9hRsgxIGVXPsCF5nYWEB2BYA03GcnZ2dY3kAxpqaS71e1yJlIpGo1WooixFnc1h4P7DD+HUy\n0ajw5wmRYTgDFzuOc/fuXbLMsMgtEczFYrHJyUnaDiENQVIB1dCYQJFYLa6xFZXch4emYq2xOAEo\nMCNgRrFYxE/g40mXFdnmOINSYnM6onNOdkH2zGQ5W4T2iL+1NsFtGGPAKjnLG+vr77733uHh4YMH\nD+bn52dmZqLR6OTkJK2hyjC3bXtiYgKTgv3hrJGTQKtmGMHMzAxWbnt7myKUlp/5dbg7RDBDIfAq\nfAoTwvO8crmscRg5MQaE002pHviKMO7o6GhycrJUKhE2EZj6vs/2I0Enw1a7XalUOGU85nA4xLD0\nAzJK6XS61WrRs8T+932fmroRZokxhlCGHYuHJqOg2B8ShQw16YRHetKxHrFYLJ/PgymmUqn9/X2y\n88ctz8b6+mQ6TRMNDB44sMd+jIXjwweDAZEHxseX7hj4K9RtgXl83wfQZSdrQENRhj1sCbFJ01ff\n9x0ASX7NF02upIwxiYh4pyXz19hA2WyWt6lVE/YEdxMSHV0jrSyg7dyf0owVOYEdY4katiPyN2Sc\nrVYL7SH8RD6fJ40gO8SPwjLQAJYIgG/0PI9jSf3PiEivMYZhgvPz86CpaHQ0m81Go1EsFtvt9s7O\njir7E40SYBIRGxFGZW4uXg1+kDKzCEs9YahhKdg9+iGQJC3LSqfT8K6jAYU5zITWF3Bd3W4XBLXR\naDA7RDE9Y0yj0djb26tWq5VKBdxSr1sffrixvp5KpXZ2dmzb3tnZ4XyiTgr45smlqRU7KZlMsluI\nSCxp4cdSK5YLfvXEM/BFLj4ThjA1LYy4blnKUayjL/RIliZoNG3bzmazvDqIAvwWITa3atv25OQk\nxAXlboCTAwPSHYtBdByHIRknTpwoFAqkfb7vb25s3Hz33YsXLii/DEWCZDL53HPPcRCIazXxMtLq\nE5WOgEKhMD4+Pj4+nslkMCJgxWR+VNGMMZx/S/hizWZzZ2cnm83G4/FsNkuZA00PjkAul2OP6cVm\n5r0BV+DMaNng9voyC4uYuy9CZoPBAF9Vr9eJ4D1hfbvSE8+pJ8jjOAN60VTGC5yZmeFjiUIGQhel\nkqdunioPmaURgETRLA1xbBkvi2HhKFmWRQKHijiQG+4TyjHdqOC0HAdITBzMQqFAwsf99Ho9Sm9h\nEXW3AtL93AY7japzJBLZ3NgYdLu9Xg9JeQjbjlDojSgfaGlDl0yXCZUF+j4o9O7v74OQ94Rdj9ym\n0j9ZAnIeKAta4KQSXC6XSUOHosqJzwO3J6HC6sZE+xYrhGX4HHR1HLjuBFhU7vjhoVyOUDoGgwHw\nW6lUOjg4wCaTFrbbbcyd/mIoFNKUgxwMVW3SHnUKjUYDupIV6EewZBq9Jc3foVAIlWVOK94Ue95q\ntY6l0a++8sr8xEQ+n8dcWCL9lEwmg7MTl5eWpkZG8vk8vA3UnTkClLcVDPZkviRGSRFTDDXQRVMG\n65EmKQjKu2V7fB6oEi93RbohiNuQ/tqBGXNugGRvjEnIWGwqlFHpgoiIVrPi4Y7jkASwCXiP0A1w\nLVpCt0Tzi2gC1I4SiOu6WvE6OjqCeHnxwgXao0ksjAx+wN02m03EHziQbOJCoRCNRpV7qUKGoEBo\nfFI84F+z2awC0YCEcVF0IdIHGnJdd2ZmRkvFXBgyrYphl0mREd3kEIKkEfOGpO0K6xaWSdhUImMy\nPAp0BSNCmceyrL29PQYnBMlNqysrfOZIPN7pdG7fvv3rX/+ahAD4hZoQmhsKIWqRgrZsajn4CYCs\nvjSnOTIS27KsRCKRz+ef7YmflmQTHHAgsRcQpoi1KW2Q4mBkJyYmhqL3Ysucb8XrgiwBECTqytBt\nkLXCNfIqVF+ab+ErqEk7jsNPPv/887lcbnJyst1uV6vVhw8fGmPefuedN994AzY7pBVcI8ki2q7k\ndsSU6r04QVMiORmNRunYJkRgm+HdOQtAdpZlKVLy8ccfN5vNyclJCBMgqNyDpiNqXxLhsDGG6BDO\nFxsV6hM/Rt6zv7+vZUJSilAodHR0hHlKJpOI3gPAcKx8Yf+yQPRegv0oeslhxIx0RFWKhh/HcRYW\nFhD2gvTUF2FzLFLwDjHoRPy2DMPA96DYxTAxz/OKxSJFHzxuPp+v1+sLCwuuSBH4MpqQY6vlWA4m\nH6tFAYJ7QgdN1Dgj1CNIB9EBRaqMX+mJ7Axch7GxMUIKwkHKCv1+n8iGZ8cml8tlHlYNqS/yjoQF\n3Ceng20GkIAxJCbb2dnZ3t7e29t779q15aUl9gCoHk3PZMkENK7rwnHhIPR+e96D5gNa/ObtkdZr\nQADRnfskbdNuOmwX2AMBd0h6C6FA4ZwwPuxS3DA8JKLJvb09kv6BiG75vs/seQwduEU2m52bm2Pv\nDYdDjidNXFAC11ZXp6am5nO5iYkJnBcpZV/65o8JpMdiMZSd9BHIUtRiE6LxdbYMLw6LHgbvCjup\n6gi8JaAI/oxJj0QiDovBtiDv4Xd4iQRZfJ8j7Z5sF+wmqj0ccsX38BlsYjAQolq2VEgo6dziUMQ+\nMa8cg3A4TNGOhyeVxxfyN4DP2i/49jvvvPrKK5D4C4WCRlvhcBgOYUQkC7iBwWDAyArulhByZ2eH\nqjPumYoRMUQmk5mbm+OwsYN7Mk+erUmKiXMKibYOeZsnJF4wOq0FYFl4dUo2AQUliOFV4KSHwkob\nCiue7Io8MhRoKKcmx3qnUqnXXn11bGxsfHz8/5JOA9N1Op1KpfLo0aPHCdWXL11KJBKFQoGxj33p\nmu92uwx5RcUJY0084UpHNffJ0SXl+vM/+7NvffvbT3PPk5OT3/j616vValCla3VlZSqTIV7py8W2\n4ZHx3740aiuFyohkpissSuJ9EkRISbQgs+Vw0tPT09REyXr5dQirvuj2EE5RFBgfH89ms8lkcnJy\nkm8MdpehgQp8Ojo6Oj09DaOYRqChiMNEIhE2Hjmr4zjYi6iMlAcJ5D1bQp5SJ8S+go7QarXU4W1t\nbbkydY2PRd4um83qu01JnZscCKM2FO6oI3KYsNgqlQrgP6xJYkF412NjY7VaLRqNoi9NzbjdbvO/\nxhiKJuTNgOosBLAttRtapOr1Ouz6wWCQy+UODw+Ru4LmStGuF5gwiF8nLcOSjog2/nA4ROoZE4EB\n4SaB3LEJ0HDa7fbU1BSBqaYB8H1IsomNSFowX44onmJweyJLYFkWLwrDCC+aYhADSLa3tzOZzO7u\n7tbWFvEZIS/FBQoK4MNYcFRTyDKBGDWjIoLkgBOpq+fmDJJEJUTqEj5avV6vVCrVahWOetDlLC0u\nhkIhVKF4RpAeaoicNRwPAS4xou/7pLBwFACTbSFJsUk6nU4+n8dbj46Obm1t0ZvDDUNEwOOwdpVK\nBTsWl9FVEZmHrTVQvrHVavGAuiJD0cKC8Ue2k8/nHceZmZnhCMCwcUVfj/j11VdeOZXJkJZguLoy\nP5CD3/ttvY0bN28i0gcJHzP1y3ffvXTxIl9NwskPa/mgL+3EmgxrzZ7gr16v8yr6MrIPTZhut+tA\nH/B/u2M4FovBBKEYzFHBThF0485BFLXfCfa84zicIs/ztKWBnaQAkfPbytJhGdraF3UbnhZetOd5\n9XqdFEETLCVJ6lWtVu/cudPr9ba2tijngA1C6mONOTYYejCfra0tTsW9e/fu3LkDX5p82hLxBCIJ\ndQC+TMg2xriuS+BMaQFjwZ1rEVrTMpIbnJwvPTkh0ZvFFfE2cEishRFUmVyQPdHtdtkKigjB1QIY\nBE4kiSQzI/1NJpOdTqdUKg0Gg+/82Z897jgB6icmJubm5kIyNIVhKoPBIJvNKikRoq86S74Lv0Lz\naKFQsG07KOAQvCgOjYyMTE5OvvnGG6VS6fqNG2c3NzOjo9w5ISR8GTIwakLgYEbEckF0cd4KemOq\notEoRBsATzZhJpPRbIx7OHny5OTkJMt3//59rIkX0D8ZDofZbJZPQ1YdiT4gIggQSifB6DBUNCGC\n+9S5EaSjVwIRKIqpXRkLiOknNafoAB6gMRlohxG6Bp1OnLv9/X2iRpJ+ICKtp7AK8XgccfVkMjk9\nPY2T040HCAHx+9aHH77x+uuDwQD+FCtFu6ctI9Vd163X67gWnHS/39/e3gZQAf1SQR43oDFgRMOL\nk8526ojecrlcLhQK2Fb8xEBGJmuSQeLLeQwWU6DX7e/vE2cToh0cHGAQsbbdbjedThOgg0MWCgVt\n6dagGWo6pwxLZclYoE6nQ/7EuF5KVMBvbE5yd6A727a3t7fZRZVK5eDggNp/TxrlM5kMZd1KpUKx\nAFpiT2bkaC0Zv4IBBL2jWgc1xHEcHZ1+eHhIhX5nZ4d0olKpMGrl8ZN489aty5cu2SKJA4SO07Vk\nojYoLhWEYWAOB0FYXwY6jY6O0h5CbsBkaCw/p6/RaBCQqfcFX/F9H/c8EFF9I2UgQBfuBOAE+JBl\naotWLmk0tpGCOs7+xIkT6p5IujCSUVFaNMYghEU6a4T6RwpK+HXsjVWrVepQONdEInFmeTksw40I\nQ6EyDAYD4C4AEvxFWMZkYWqACnhYAj5eDtFMLBZzQjJLSsvdrkyJ57AZAZ99YXZgEzVTJOUFVaPi\nTXSpXZsKfPEhyuLR8gN5mOLGWB8OOY4HOGgo1DNAj2M81Rs3b66trlL/o8IERheNRtkTvu/DjMeI\nkxoqShOcW/zNb3xjbGxMKZe2bRMUDwOD4jHZOCpCKmqZSruDaADCw6Hl1O3v72sez0sAeIhGozyR\nI2OPKa0RmCMlhr0AzGFpwfH6/T7UFWNMX5rUCdIZShOElQhfgqo6b7z+uud5f/v979+4efOrb75Z\nq9WAf3l2ylTkqQOZUgrITJKKW9LtTm2s0+mgFfy4UeByHCebzWLHW63Wxvp6KpFAHQIVOfzW1taW\ndlCQHPgiOaSUDWIjfA/nihQZm4437Ulvg8oNYkSYYsItfelLX2KfsHCAqLhhUAF2JkcL5gE61UD6\nhJ7MklKrzcUdGhGOgIAGFajX65HiUDWvVqukSthTPK6aCYXOSP5AxY3w8Gu1GkWfq1eucDO5XI5W\notWVlblslmVi3xYKBUrLNLFwrvWGeWM0zhFM5HI5z/OOZKSmlt84jyjwYEZpo9fYke2NiSBv4JaI\n9bWYrTkcZUJOGR+Fc4IGRVVPET7Ci6Ojo2w222q1qtXq7u7u9vY2RomqMN/Sl+ECHZkhDb2ItjGY\nFlQH1UynZFIZAYTySAijYX3ikwgpOHeEHfQWGmPObm4Wi0WSzoODg5u3bq2urMAwIJUEEUnJJJjR\n0VGiipZoOmWzWQpPJPfM3Ov3+7Q5kBTxr+Vy2RY+PGk3CGK9Xifhu3D+vOd5x1CrhWwWUgvngtgC\nIMeXLht2jpbtMKGdTgfqWUjGS4dCIbBirKUjI5C7MlSJqhMfHpdJG2i/8E7IoWOxGBVolgOLGizV\nk2LqecFJ9QLKM+RUaql6vV61Wn306BHDvjBcSZkDSzLZktHy6pUajcZP3377mOH64Pr1s5ubGOGu\njOLAC/BblLeIvLUcDO6iH0KQUa/XicCg+xB28MMwt1zX/ZyTZYsUsC+9XPyX2w0FBungaDlpCdFc\n/RwxdxyQEMJPMnfOBvt7KIMNXBGv4Se5FSo3fALhtqKy9K5Epf0aCG7wWNf5tfffXzx9Gs9BxkD4\nhgNTJKTX6z3e5abX1StXZkZHw+Hw/v4+y3Pp4sX9/X26fciPI5HI1NSUJxcWPBwO1+t1iC3cNpnQ\n4eFhp9MBaWc8gIrRhGV6I9UUoDkskeYQBMgKclDew8tyjMkySYYUt9TCKm9Jx6Oy4+v1etAcq3c3\nxuzt7d29e5fSqaahmUyGbQA9PhqNcua1WqG1TAComIw6f9pL/uW77/7pv/7XZKu+78Moxvb1pYMO\nNTeNsWCHGslTSWjoxgGuwGKy3wgReEX4jGGAM6hU585vD58Ih8Nzc3MYfawe27tarZJJEOppYcIW\n7dVUKnXu7FnfdQkctdeWaD34FVRJST4ODw8BeDudDuBqVHpDcVERaQPj3uBGkfuSlBCwglqFpe3Q\nGJOKRkG5/YAeS6/XoxMM75XNZm3b3tnZIVgxMsTdGLO2unoqkeBUakXAk55MWvgODg7K5TJEAcJE\nQF2suZEkidgaa8XOpHSNMeLXfZkzhmUAAzfChsGh2tJkhZli+UgtQK1xtM1mE/kq13VBbkFZkCBl\nLdTTq9a0JuK8XgBMnlRbqwk46GIYiIoLLbmEeqCmtO2iZMJFJS4YEL//wQeLp0+DrJCOqy/kBkD4\nqc7EYrGpqalMJoMj6Xa7U1NTumGUuIDQWz6fn5iYwNNYllUul0ulUqlUQgITFnQmk7n23nsK5CRl\nkAHWFWNF8goq5ojmDLaOvAs8D8SuJ+PCIOIcHh4SzPG6+tIGaYwBNuiLWGRMBi8OZdwtz+66Lo2s\nEMRwRsQBZMmkjqwR2SA/DH0aWjGhElWPfr9fKpUePHhQq9VUX4HSEoJloD6osrANmBn6eNfoxvq6\n4zjG81BKULTcEdFyI/NbiQzY+VhCzK8vrDoFZbV8E6SDDKSN4nP2BweAjAfogGPvCeUVYi3mICQ6\nU13R8faEpKBfSYAzHA4x6P2AjLBWWIeiRAaOyo32ZYQtvpzMHttEoNCX5u7Qk2bC6DE4s7x8dHQE\nmkE2cPPWrS8ix8oGxazwN3RA+tLLHxbRLsLemKiH8lvwa2AG8fjUt6ileZ5H5EVOgE/S3AL7hdsg\nbEwkEhwAam/glkC1towbMjKMCAiEl9NsNuHEoj2E9qFi4J1OJ8jSevudd/TPN2/dOnf2LPgnUD87\nhAcEkiKR4mKV1XNj7AjeS6XSM6Qo//Q737l08SL7mBtYXVkB7+KghuWiNbzX60EMsQLDnl2R39Jw\ndSCyaOxJ0GO8iKoa4Wih0VYqFSh4XJjF6elpkFIjTR1kFbbQX1kdSrMjIyMLCwuksFrHwY9qRkjc\nRjaj3te2bdK+D65fX15aAufEBhGQUY8n3PGEkUBxF1OCUSPGJRsYCHWW9IsQR/FDpcCQvpOhYn9D\ngYkjrCMgBBlzMpk8ODjgKRqNxsOHD9kD7FisicaaHVH7UggHt8qhwOjzY2wt9cGEdwqxDkWdBn6D\nsh/0i1CYwb1Fo1FChFqtRkoajUYLhQJ9tzwg54UjMDEx4ch8ncnJyaEwm2gWAldAx42MikUnXGZL\nxEQunloGIR2fsLe397hdev2115LJZLlcfudnP7v14YeXL13a2tqKx+MnT55kZUOh0MzMzEDmdruu\ni7pLJpPJ5/Nw9aPRKKrm4XAYKJ6qGRRFzOapU6eMkPbv37/fbDZ/9vOfr6+tpVKpU6dOfeUrX2EA\nzz/+4z/evXuXmAOcBlyE7BPeSTqd1sgDAjYlSBB18g0MF3cLTw0EiDfGa6fGwcYgVqMvEYaTRmm0\nBXPeYX7s7e2FRBsKc6SVQU0qsKuUxsKinks9qFqtEhNUKpWHDx9Wq1UyDSNlMgjzQJhg475MUn/i\n0G5EC5RHpubOSEsOYUpINIaVL2mMwZJjYXoyHNoWNT1FhtjJlEI6nY4DOasvM6EJLX2RCCAHBfDB\n+gAO4yAHMpjaiJYvOx7D3Re9J1fUiEIi3Ufsw+sYCLWdEJsnJCNsNBrU9tUKeFIm1/abp13Afcdc\nsmVZG+vrSqh5Ipf4l+++e+XyZfaTMWZpcTE9NkaXCJZCoxlQBDYuz0gdF/lAsiWNngidADTCMmaD\no041AjeD8zbC2R4Oh9QttKZgjMGQaaUAw6p105gM7AsJO5TaEksMO/HZncoUw4bDIb0HiicbY9DK\nUN4N4AQLB9UOcUF4fPfu3XvGtxhjjiFIABsb6+uYgxdeeIG3x+uiaU2rg8YY3iF5FRVTPqcrE75x\nA3gRT5q49vf3QTWNMQ8ePMCLnzx5ErWN7e3tw8NDrLwno+vYqIoDE8JzImB3J2UqHwg2iFlP+tSr\n1SoC4LZtU2dR7TaNXJW8s7S4yB9u3rp1Znl5IAKZREKe8CvdwBiJ0dFRbTGi1AKuYMs8WqIZ3gzm\nslQqjY2Nlcvl7e1tqicE9fCG5rJZuvM7MkdS27Vt2yay5OXEZBhzt9sFn4DQhCGOxWKwDik8oUng\niSS4ig71pWOTvh0Oe1RGlcOec103mUyGRXWL/w6EMc6uJhgNSe8TCiFTU1OIoFWrVaiCcVFXBWCk\nxZGXiYo+NQ5iR57IEhkGdg4/zM/w6nzf39vbc123XC7fv3//cYhuc2Pj+Vxuenp6amrqjddf/97f\n/M1PfvrTv/rLv2w2myTEQMHRaBRwji3HNmNoqb55lgMyHUB3VwY8A43wjZD7KIsaY967du2b3/jG\nyMjISy+9xJpOTU2NjY199NFHvmg1Tk5OsjSasNJ2C+wxFKFQnFNI9LkI3ynS4Rf29/eVAhwRPWNg\nv6goFmhJ2xgD4GdE4onKi+pDQJMCk7Ntu1wud0RbkF8koyOrzOVyFAvAX40xDx8+JORSWisBkEYb\nvHZjjOd5VBMajcbT1APJFfFi4OT8PaRp7CFWSxFQCMKW6GyzeTTl0ziYA0tQyObHRn3eemsFhqJz\nhIwM0sErc1bxB47j9EUcn/Sam3MDIyUotutxGsgYV1aLr3dk7i/rR5hM1s6ZN6J5W6vVEI6JyIQo\npTc/41paXAzZ9vLSkiX9CZMjI9hTVvFv/+ZvMKPNZrNcLuu5olTp+/762lo+nS4UChQsSZe1hMy7\nYisAyGCC+d12u61VN96kK51LGDiqVhgg0iCN/lgLIiEjo2w4PIB7HBgCfDIDFph8izNgiTB1NKCJ\nyIG5cP780dHR0+AElOI9kapvt9vZbJbVYaNzY2pJib75fCqs3NXjmcQXuZi7d/XKlVAohLIP4Qsd\njUT05IK2TIzpB6SMXWnb4/xzS0ZSHEXwqHpQ8SXd52zgNZnJ0ZO+do4KjH1fhtcaYygBkHNMTU2B\nelFX1mx7a2urXq8Xi8Vqtep5HmadUxMS6bT1tTXWK5FIxAeDwWAA9qDrqCWhvojY2zLgFRbb2NgY\nOgHsc2ZPQQ4iXCAsYBdZllWr1R49elQqle7evQvvLxqNouwB5YctqosSj8cRt8nn88VikYAVaBdT\ny+anhElGAlEuHo/Pzc0lk0kMbqVSabVa7NtKpYJsFnIlCuYbY1xRvILWC6aCD+v3+9VqVQtzPA5V\nmPn5ecwr+RxDF8bHx+koQQCA3RKT+ZucF84g3o6syJOp9lRz8MFqfIbDIUkCzh6DC7Hg/v37d+/e\nfeLGxvql0+lut3v50qVOp5M7PMzlcnipUChUKBTAujAFuliA9kZKsBqFUxbhfe7u7sKBrVarL774\nIt+oCa4xZvH06Xmx3vwrLQwUCPhhfLaylNXU7+/vAwITAPnSa+oLqchIBxAFOPYSBQ7uU/vBCKnZ\nwzAMCIygKWBednd3Q6HQ/Pw81M5UKtVoNGiOrdfrjNnmq33pWSCBphCgmBmfpjVgvpQsf2pqKp1O\nExESSehWsSwL1reK4AYvwELqFBBuKLQlEomxsTGAGVsGIKEA3xciN/Y/HA6DGWOgQtK8irlQi4p1\nCofDDoxQTXb1VnSLYKMVfAuLrhv+CYyRizIkToVPC4fDrVZrYmKCyCscDrdlmh4FJE5aSBpDafxl\n8YYyu553iuEz0gpCxSv47hZPn3YcB0rt6spKNBpN+L4GL+xICDII6fX7fWJDUqvR0dHLly7B7/jg\n+vX1tTXqr9lsdkyucDiscw9xzDSVceZJ+rXMEKyPsmlIhTmBnszGwBQykpn+EObUkopRhQ0H5HN9\naUNnIQ8PD0mXAdLBNuFr2NKQTfUFy4JJJbn85sJCuVzu9/vMkCkUCpQYj46ORsSgdzqdXC5niWr6\nQMiW4OpK88FE2rYNE5Vq1n+bphjX0dFRsVgkjrGEOsE4d9/3x8fH+YqhMFagAlCvAURia2mSiksm\n0fR9n5JHp9OhGXd7e5taLCkdWKgxplarxePxarUakyZ7bDqni0OFHcQXIg5ar9dTqRS9Oq1Wq1Kp\n1Ov1x2darK6s0AhA5BSSMQCDweBrb73V7XYzoRBxOslTKBSiiXYo7G62qI5O52NJQZBppP1pMBhc\nv3FjfW0NOhUepV6v7+/vMzoJEZtmswn6Cs2t2WySSXiet7e3h5KaMWZ0dPSFF14gDSIggBYAU7dU\nKpGDRmQCNLIPRHX8L8Oz0+k0aufgop60I2tQYqTbjYycwJ0F4umowjLDOyyanZlMhgBle3t7ZmZG\njR3vljoC7cJU34JQXKFQ6Pf7TA5V/nlX5HF6vR4oGpaXjHM4HNK5XqvVHj58eP/+feWIBS+QOboq\n4qKMO5CWX4wAZ5wDBesWs049NSKDD0BNoyINe3Bw8PDhw08++QQBtYWFhYcPH77wwgu2bR8dHSHk\nsLG+PhIOg0/cvXv3ueee40SwM2u1Gj9Gq70xhlhTIb2hdAodHBzQyASYQSHAEnF7fDN+gR5rCqNA\nPsAAHE8MC1VqnA4nbmtr68GDB8PhMJvNuq5LzMRux9fmcjnabch/IGyOj49PTU0RtRAHa9kFswwg\nitVNp9PZbHZ6epqmPgiDJNYowpIWa13p8XXkD6Q3r736Km0aBHAA9cYYQBflMRhpodQeBEvYxIrK\n8JdwFTVNd1338yyWD/JE7pUQkqRBcV3yTkoIRHYgZpphR0RWjJ8k5sUxgCQMZJgEi41NxJgCeocC\nUv6EhNw9T5uQKUYEMsF4whjDF+Gnk4kEtgA3BqwRJO/xUOAP8XicbOzo6EjlY6hykQdQboR/RB5G\nckBkDdIC/dITqY2hCDYNpflHgzhjDF+qlXVPJi/x1OFwmK5BhR+G0rGqqLjv+zh+/HpEun6p4oRl\naDQGBQMKjKHedDAYoGfZaDTGx8dPnDiRTqcpiu/u7u7v7+Nobdve39+nLsJp5H2GZIihbduKhhG7\nEGP997hnI4OwxsbGUqlUJBJBMQPuGLGj4zgENOwT9lhIRrHh0RWHiElnucoWnllevnXjxuLp09Bq\nYLjYojEJGmaExq+BOVVhfE86naa5OR6PNxqNe/fu/Zu/+IvgIyARQ+T6RGYi9p3gj9VUfSjiMyq1\n0LtAXAjX2CrwPxOJBHLcPAVF3GFA8lCp+yORSDgcBoogpR4MBkS04BZ6V3hB7ADRMDcTlWkW9GvN\nz89HApqICwsLtVrtwYMHBwcHe3t77ArSKWJZ3nw2myUK8X1fxVior/syA5j6PfYOWVywpWazWSwW\nUSAhTUFem5qL0nyOjo5+8ctfvvrKK77vz83NwQnK5XKceiwVyWImk+GlgfCxvflXdAV4NM/z6Oag\npOX7/sTEBFECTG+Ea7a2tnQC9ONXq9V6+PAhhjEkVDjo0FDGCImwMFR2jTE0O9i2XalU4vE4ttd1\n3d3dXfxWu92+e/fur3/9axWHuHrlykcffTQ3NwcGxvZgD9fr9f/8n/8zXPdisbi1tQVcRFs/FAco\nmZpZYSc1JCVJSyQShE1RacrHc4M8R0TZOxKJtNvt/f19z/N2dnaokii/D2iHmH44HN67dw9ZnrCM\nz6LlkpJZMpmcn59nSxCsDAYDKsf0fbAV0+k0GT/QAvdTr9dPnTpVqVSIEUdGRrLZrIpbJBIJii+A\nncBLDx48eHw495nl5VAoFOTW8IuxWAzTSr0Jo2SMiYoyrhE6iyN9OlodVvDPkglAvoiLYWMdTY77\n/T4FTkpcGEG6p4Yyko/wRyk5/BeLDBEGjAgHMxR5WDZHT3rAMRD0ewFacmchGSULMYqD1+/3b9y8\nuXj69MjICF4Qc8xZCr4+zj+bQ6tfFBh4NXS8ZTKZICeL4BSVyhdeeCGVSjFaYCIWo40dnBOHDVuS\nxRiIoAQOgzdG+0pPBBbi8TgsGL6drH1iYoLUUDvwNFGGcYb7xB/rQnIPg8GATnFSB34SazIxMXEo\n89uj0ShxjxE+1ECoSSHRBCD3qlarxWKRvBCcjbWLxWIoYMA6rtfrzLJkf3dFkHkoQ6axGmCY9Xrd\ncZyVM2dYqeC03eCFQrhlWU/8Ae6T/Ia7pWdR5SloSoGk6skgHf5AmmhJYwI7lug+JBS/brd78cKF\nEdETZq8SfHRFgAwXyDbDNEOPsm17bGwMq8S3gGMfewT1yufOnj1/7hwW+YPr15cWF/muVCw2MTGR\nz+cxMcYYZhnhFxHI6/f7VEnZyZzwaDRK+BIOh+mpA7+5e/cumlAQgPHfzFFlWYPJGcHi48puP337\n7X/97W9jKdrtdq1Wc1330aNHt2/fZq115vHzzz9/7JEZGKrYLGeEs1ytVtPpNPqaxhiauDjgGKOU\nzAckisrlcsQlEemz73a71WqV6RFEY6lUqlKpIADMTx4eHu7s7GBbv/+DHxhjrly+PDs7C6o5NzeH\nwTHGcIjAwCgEkAm4onQG0s4GIBIlv4GoRXEEwgSM33K5/L2/+ZsnbnWua++/f+nixbYIVrMzSYLb\n7XapVLJtGwymWCySeKl6Bkufy+XK5XI0GiXF3Nvbazab29vbt2/fDoqQ/OjHP7508eLR0VE6nWbs\nGAI7EGt2dnY++eQTdFup4FLCS6fT4XC4VCrt7OxgxCgnW9LjpIE+IQ4mC/PCTXKywP/JZxTIwST+\nwz/8A0cG3B6OEbSyer3OIywtLqLEPD8/DxzSaDQePXqEDHO/32ccMAFrPp+H8KGiNwiQ9Xo9vgLe\nPsAnORsUQjwFsTv8OALxjz/+uFar7e7ugvwfu9icwSPT7XaVE0CT1VCkpXwR1nVlxqOO4yPCiIgM\nF2RMUDRMkN5Vr9f7fIK32iMKokDfEEQ1MSfDJh0hP7ZEjZYoLyLSY9w9ACAWwRgTkbmweCwyP3Jr\nIPFgBM1+Ojo6ohJw68MPV1dW2FLsjF6vd0wKA0O/vraG0rJKdgykhdfzPFpOoTwAsyj8DrGCxKhU\nKvWF0w/CTzSEZhkyk4QdnpDYj2Qao1ab6LAi0gQMMMawP/gDlhRKhdYUiC6NMfyKxjq2yClEROcP\neIOKEXEZGEO/3+cYKK7Cv+KcdHW4SUBvW6g3RJ35fF4hNfgOxBbKwCI4IAQhGiiXy+12mzH16r+B\n8Z84Rmbx9GnIot1uNziOVy8i3FQqBRULJIOWYpwiXEfYxUQ2oNN90YuGjhsVcQCylmg0ypsHfOPM\ngGCDG/GGPdFx5GYwN1TaeKtE+phvXNHT+vc21tcXZmd1DOWffec7hVZLy4FgA5RpCeMsy4KTVSqV\nqIuTNFCoI4PxZJQyQAiYzb179z755JPd3d14PD4/Px+Px2dmZrrdLvozoNBOoKnGdV3lyBy7iLEs\nGS4UpPpzvfLyy7ZtM3Dp2D9xNOgd17Ild4i2AfAGfwDoA1HkgEBbAz8HCdCmMvJ4NgD2CnOB4WZR\nGo3GX/7VXwXv58c/+cny0hLD3J577jnKCsrsg/0XCoUODw/Z3jw1xk0nQSFBaozZ3d31fb9YLCKW\n0Gg04DSwk5+4AYLXT99++9zZs77MVwC073a7n376KfEWMkqYFMJN0gnAv1qtBmG72+3WajWs6NbW\n1jFZSiMNKTA5OD6u67quy6CBw8NDSmlsvFOnTr3wwgujo6PFYpFghQOl+YMxBmTbdV3KvRG5QM4o\nGWhnpi4ZzIODg4NisUisj90YSpvWYDA4dvNR6b5haXD5hKR7e3vxgLJ6NBotlUq8iiA3k10EVgES\ngN0gpu/3+zTgoeuC3Cy/W61Wa7UavM4gnqoXAUowor314YcvX72K82JZYWPwv5ZIjVKAYzMDnESk\nl9gYw4nmgJOCczAJCD7/HV+68TDxDK7H5bRaLewL9gjcQ/upLcuCABkWIQsq58S8hF2s8XA4RFsR\nShsWKhKJgJDHZPYtNXNKqn5gjNr7H3xwdnOTRnXXdZ843/DSxYvzudzJkycZVwy5SXNTTjWumlI6\niYsvoztUDSeVSu3u7hKX8eD9fn9iYgIrrwplWiUiHScigWZMcZSgGI4MthUrEA20TLAquHZgDATG\nyY9ZJ61wKO+p0+lgNfAuhLGQOUFyuBlcC5EQi0vuAtUuHA7fu3eP9NcYc3BwoDA+XBtE+5Qaxh2y\nQ/D3Q6GdkwRwVPQ8Y+yeWM6hUYQWkU6n8/LVq9TRb9y8ee7s2VQqlctmZ2ZmUqnU7OwsfhqMjrVQ\nyhuhNBaNLURJDPDKCOWe9mhANmCxTqczPj4Ou1gzbN0wOHUtSXAQfNGSIw8DbeJ0PXjw4GmByGw2\n+y//5b988cUXocHfu3dvd3dXy/kMFoQGlZIBglCO6TkB1SeE9aQHiR4BTHk4HH7w4EE4HN7f33/0\n6BEkNcwlNGCa72nxItwEmMFSDJ40yp6khJyD/Xbs+sEPf/jy1avgVZOTk8qk297eJjDVeMiI/Di1\nlW63C0wN8ZuxXdPT04Td2HQIOMReXVFjhies8DsPzpOidg4e9tff/e7jd3vj5s2VM2dSqdSJEycI\nbU1AmEJLp5yRo6MjbU0kwdXqOHbftu1isVgqlYK6H1/8OqYWQjAEAIl1IrsdynAdrUcqWsm7euGF\nF7QB/fFvITZdWFj4kz/5EzaAMQYmIMYKhByNvKmpKVpALctShg3LN5CJZJBOyGT6MpADK93tdtPp\nNPZtenraljZ3vghKBGMCyF58339GE+a777338tWrOzs7/X7/k08+gbDGckDHI5zCVTebzb29Pea6\nkvBQHOSjiCewVIoNE3ZwhGFNHxwcxGIxwgV+nU1lWdaxQ43NCc6jXF5aKsRiyrcYGRkBw0dvzhjj\nybwGW8ZpsKyUxokObRn9ro4PJ22MSSQSzkB0J3qiy0+ww18SHw1E0pa6AkcFpw46xM8bY6igGGMw\n0MRx1B4oV/PicPCAWmSKylYbiqYBziC4eL/45S/PLC/btv3EfOXc2bO5dHpqagoU2hbiG4IeCkob\nY7hnZRNoMuQHhubCXiZ9NMak02lgH8DkcDiMOj+nmgoZW1kpi9BQyRjgLPAHGNEAI2wRnDQBIEeL\nmNeIqomKFRB01+t1sqiZmRkjA5UJKqkUDqRzl78fDAaFQsGT+d9oGnQ6HfqOqP0Mh0Nu+PDwkPqQ\nbdsU+22hDSslUKkivCvXdXnJ/Dx8zrCoi4cea1u/cP58bnQUqIOeP0pBvV7vra9+dSaZhJlM7ZD6\nVqfTUR4W4Bh1RHKLsbExBc34YcJnIjxEsKnm4gg5yYhWwiXmWFJJMgJSKY2FCInNg6apxmGe51Wr\nVehmj+/JmZmZP/mTP/njP/5j1e5+7rnn7t27B3SMG4YkCB4TFWI8/ph3aCSIZE05XyCHKoSETQxJ\no5HubfQ3HMeZmZkJ6i0rlut5HvUINzDWHkukAf4TLekPf/Sjl69e7fV6v/d7v8cOPDw8RHcay0hG\nhVIscQYvEA0fTJgt4xex/lAlQPko+joilw2AaYxhn1MmmJycRDUsFArt7OyAnz/x+uD69Vdefnlv\nbw/Mnw0/FKmWvvSaVqtV3glbmqPEce6KQAcY238nzYKLrAPokf9S9fdESpmHBYrgtRBY5/N5CtKD\nweDjjz9+/JOj0ejU1NQf/uEfqns2xoyMjExPT2OaHjx4wLcAKRWLRdd1y+Uy41gcxyHJodlahxEY\nY3q9HuGybduTk5O8H4BSeADwNOv1+uHh4f7+frVaJUPFdIDunt3cVAv8OH72wx/9aHlpieqb+nvs\nj+/7h4eHpVKJf6KPjkBToxmtgeI1wfkIr40xII6eyO8MRJiTrBcaDV6ADfny1avITa6trgJoAwnr\nezbG8HXEsqlUihRIaQ0a8QAXkdZy2LmBmMzpCsmVkgHEzWbz8xkMGC8SDtglWCj4YupKcTBKQsbT\nAEzxkxjuYWDkC6+DZcNbKH2RfmJ8AyaJ1+TJoL24SKrq9bSi5rmzZwFC4zKM9uDgAHEZGDE8BTaC\nCAWzG5G+RtwtqssgtEYsNeEtZotRqZa0WvGBPC8OHthEISxMYTKZ5EOgnLAhEJqm2qr5KPbLC+hC\nI0PB0g4Gg6OjI0D4SCRSr9dnZmYIw+HZ6vFmn8GBpwwDDY2n1vyJGhh7C0yVXJYexJDM3OUz4zIB\nV02k9dvTUBAZJvhgPwBCfO2tt3q9XqVSgUE9GYul0+l8Pj87O0vZuFarUeJlbzA6JiXj0GHVgS7c\nvn2bOJpK/NjY2MmTJ6PRaCaTwcsiLYQzo2qgYAllbFo42M/j4+NbW1vK7MOLs4WUdwbsBmWJcnUq\nleIstFqt3d1deL+PQwWbGxvPp9PKYeEaHR39wz/8w4cPH9brdQ4Of4/qIVx6EiNAIPwom5BsnrOJ\nbeLniT7hFsGCROVKgQG4kGNjY8ViUeNmzik43vlz50Kh0NrqaiQSyWQyf7CwgLDw0dHRp59++sQT\nhyXdWF+H7k7lrNvtwgwg/EK2DKqXbdsIXCiFhediIaimsfr6+WDRrujsDqUfl/r0xMTE7OwsAuOl\nUml7exv85mnX0dHR/v4+sSAGnRPKt7D34MSR32vcmRLlbQpJwVDmv/9imeBgAgJzY3EZi4n9JLgn\nTlWDjjE5Rpjl8kRyPPiXMLRV5wQGFsU+Rv8B85Aia+yordiQqMmgGHgKHsOgcaRpwGmazebOzs7R\n0ZHq2kK6jkajyv3EpdXr9a+99dbBwcE7P/tZ8FYVXl5fWwvLGBt2PrpDmGj2MKgedxIWIVhjTEzU\nGAFOmOA3HA6npqa4HyhseHTyJXXPGhi5rvv6a6/V63XeBoYo+J4x4K7rjshUU0c0bbAhfAgFaSAZ\nTj3H3PO8crnMS9aklD2At3VgcJBdWSK1j5vp9/uZTEaJwUa4Br40IQA5GmMw+goHkcJa0vdMiIp7\nxnTySNhZMPZgfQJcF5juyuXLP/7JT4KL93jZ8vKlS/OFAl+hDFhjDAEETjok0itGWN/4V14N50TZ\nRriH0dHRcrm8v7+PGyPq17odmbo6Qi1nksF0ZaQVIRUkSUAkEA9+tyez6LPZLGvjB+afaJObMaYl\nKuXYTWB5PJAxhtHuIRlpzmOGQiGSj0ajQbcuZDfqqRwPaClEuBQsut0uZBb2B5EgiDRn0pEGNrwy\nLXDaoEnGPzc3FxGtMdw/HTKXLl4c8TyOPeoNMEiRFFaPDrefAvPo6Ojh4SHzyFGM+ou//Eu2ASxo\n3/e/8pWv4IHI+2FeEKXu7OzEZK5JXNRSCYkikUilUgH67vV6ED203xpCgPpsXPLExAR2E12tSqWy\ntbV1cHCwu7uLhlHwopy2vb39H//jf/yjP/qjYDazsLAwOzuLMybQ4dgjGDmQ+fPYF3JlYm3OHeV2\nFapjF9E0jLOk+wCLn8vloFAQf0Nw4yuA7CKRSMiyYnKdPHlyZmYG8tr+/n7nt4VRj13vvvfe8tIS\niTIEWvCtc2fPaje29j70er2dnR2aTY2QK3kWdizpMj02RLGEkmjIAJNqJZtNBSDHm3x8Vlvweu/a\ntfPnztESwhID1WjbiKIRxDp8OLmU7/uQWkghvvH1rx/j7X/B69zZs6FQiLr+8tJSOp1Oj46CbxEF\neiJFDj5E7Fir1Ygyu90uYX2/3yeHvn//flBhVK9Op1OpVEqlEorxe3t7bFFAi3Q6DVTOND8QNU6N\nJVo31CCIrii6x0QNIiI6GRB0MFDAOcT9fCZLA1wRkRE+WRHDKRaLLD2J3DNW7ezmJofUlbGVmmsS\n+0YiEVQuyBygWILw8aR4AaI9DjLbjzCFyWzsIjJyXyRceOdYZkjTkYBKiRGGNsuHYcdXKirJ2dQU\nlEIqbpfjRt1BE1qcQkgkUT3Pc2gW4keV2YHfwlBGo1EaLSD0WoFm6r7IE2IgCG20dNRutwGHeRjF\nGTT5Zu3JU0PSoEXVAW/Kin7trbcODw/Z1q+9+mo2HH7l5Zd/8MMf8rEb6+v58XE+lii4L7OyFdzg\n+YnceUB+HqYfEQ11L1qVMOVsQSQ2eWQogqB2fRmCS0eTNmXi/GwRcsGJwiXxRN6Et4SUmGVZgL3q\nmME8bZFDwX/UajXqOuwGW5TaNMXkMHRkphbN+OxI0pd4PE62jY1DgqBYLJLcAyVhTz3PC1IklpeW\n9NVR2lS2gTEG2N8I3yEej0PpQqeQBH0wGNTr9fn5+bt37yIoMRgM+C4CTy3hcA9QLcha2Pqqrlyt\nVvXobqyvQ9uZnJxU4j3BGdsACIuoiDNG4Hh4eDg7O0verFxiYDpb2t6oqxFcggRSnigWiySvu7u7\nZCGHh4fBxgwlmPzs5z9fPH16Z2eHaUv/y//yv5w4cSJ4trVwzsIBaWC2CMATiQQPQv2bHQsUzI5V\nwIljj1tVHRXXdcfHx0FcQMWJ08HS6VE2wkkkzcV65vN5nTmxvb39tAFlXDdu3rxw/jxbUdGCn//i\nFxcvXAAvJcqEQqHaXnrkGblISAHGQzmMIjdxZLfbxd+Qo7PZUHCEsvdECeXHr2MCFBfOn9/d3aXo\naGQqSVg6CHoyXcrzPB0NF4lEqL98+1vfYh4GkmSWZTUajb/6679+xrevra4WstlYLPYX/+bfNBqN\n6VAIpTaCXVooOa2kUEQ8nHr8NG+SLmeqIffv338irHj9xo2rY2P/4T/8hxMnTnS73a2tLaS1GEPO\nFiLmGBsbK5VKGAHlZyEdYUQLlqPEbPiYNMFjcJiPgAsnxMdVh0RoyBijfJRoNEoGTJMnSLgx5olU\nFb1+8ctfnjt7llGqIdGHMaJiCbwBlRqjd3R09PDhw4Eo3tAcUalU9vf36/U6LNfZ2Vkm1NEdgIEi\n4cQAUnEYDocHBwfIf66urIA9DANKWQOZRs+2Ib/SZJXkBJiWz6S0D0ThytRzK8Du8mTYo9KrPx+M\nQYBghD7ek5HU5LX4aYrnhJ8E/ngdQstKpYKR5XPC4bC2FWkth4cBfKMsj+EjyArLvBqycNJK+I2O\n41y+dKnb7aY8T6v9xpjlpaX5fB6eQrfbxbLjBcHQNE5R86HQPz8TDoeZgeiISG9Yev6ouPT7/Ww2\ni6QfGf9wOKxWq9oSbUsPPu4BjHdvbw9ngFAG5403wBrgtrV4H5FxsDDCQJyUP9kUOX5lfjFzFLQj\nk8lApfakqRcSr23b1WqVKAenGIvFAFfp4AQeIKtutVpPZL6snDkTcRxeI5sBoBVMCVTQGEP5uS+j\nO6hvhcNhohDiZd/36dQintjf37csS5Vy6ZnhGTkkHAA+GdvUbDaDaNhgMKCgOzo6ms/nB4MBPaNs\nKgJnJRawzfBk4XD44cOH+D9SUksuVgS8zpPJ30DNMNVp/9jb21NyiuM4iIJdv3Fj8fTpVCKhLk1V\n29ZWVx88ePDHf/zHTL4C1AVuIXHxZaAWCRzYgMavGG4aY+AEYA58oUOHw2Fo6ljesAwFYjoCRwOL\noDiZkSBVgTjup9Pp3LlzZ2ZmBlPOJM1nGNDVlZWxaJTa0MHBAc++trqaklSMPhYYZKCylqiT9no9\nDK7CbLwEzNZQprwDQZEq8KWe54HZqjac67prq6uWZT1e13zaxV66cvkyr4JijXIsaLIAfSFYpCiL\nw56envZ9nybdQqHguu7Ozk4wc+CipdD3/Zu3bgEdLSwskB7hnDDWURmGyGg4ghWSeApAnug8kqjh\n8CCTP+3pfvTjH18cDD777DPf94lgWCAwjFwuF4lEENLC5ILSKd3EGNPtdu/du0dgB9jDruNwQXcF\n3VGlI2KviDQugldhc4i3sN5PFHV5xvXzX/xi5cwZQHKWiSIsqWMqlXrhhRcWFhZQBYAndHh4COI1\nPj6+v7+/vb396aefNhqNyclJJeo3m839/X00dkIyk4ZWTIV1Y7EYW9oXYbJer6cMMqBTbdEmeyZ9\n4p8wiexkzXgJ+7Bp2CU8AqEzhVEwSNd1/z+Mqk6nAyNJ8TrcHrCYK1MTlI7EkfZFRS8hI1+4LVIT\nX1TGENbQdmp+V1kwvHTSOLwm30gthBugHYJkXWNh4iaYun3RqeBW3//gg3NnzyofRCvQZCGaV9m2\nTeUMN6BYKA+oROt8Po9D6ktzBeFzSMRfKN7zAofDYTqdpmATiURo+4lEIuDMrmh0Y0bpyPSFDKI5\nLj6VzImGYCBrLedD0zPGALR2Op2bt26tnDlDakXLCiQs4PeOiPjA0+HC99RqtSBCuHj6NM7AcZxJ\n2UzsV1f6CsjLd3Z26ONUNJ79ikt+7rnnms3mr371q9u3b1MxQYiDvQHiSsUhkUh0Oh0OOQAjKNkz\ncMv1tbVhv09FECN78uRJWI2hUIiTDJYAUtqXKbYwP6mrkaZgYtCTAuNKJpPQBXAtlUrFGAODt1Qq\nVSoVTVw21tczmQzTAL/21ltzloWzOcYC5c8vX706OTmJ+D5cHrYcEbQRjB14DTQPwickAIjZnoza\nTSaTHApwArJemgzZtODD1DIsEUM2UvvE2eAMCIUBhwjBKToSskxNTSlfRl++xv4TIyNAlwRkc3Nz\n/+uf/3m+0wFNIbaj3tEXwWcSDmoN/I3yIrEP5LK2MONwSAoFK6+n3+/jJPgWdE+//rWvbW1t/c4B\nOXr9+Cc/efWVV0jRANIiIsShtTn+u7e3h1IKUlxG/CshJlnNsQ+n7DocDi+cPz+aTNJfMDU1RUqK\n+j3NXTEZV+p5Hn2G7XZ7e3u7L0LQOFTSD2wFW+gZj/b2O+9sbmzg2pVde+Xy5eFwWKlUTp48SUbk\nS+cuwZ/v+9VqtVKpMHWD5wIey2az4CthUTm0bRveDP6Yob0gXjEZOkkmSm8Lqf8XXJrgFTQFa6ur\nYG/Qa0DsldLIZsZbQ8FptVr3799/8ODB+x98sLG+zg6cmZmBdkPSRXmOwIVzh2Nqt9vVavXP5+ay\nh4c4voTMfTfGXL9x42tvvcXBCUtPbyKRIIdstVrB/R8TwUcK3tg9I2PrgEuJRN2AJImjrgLoFRel\nhBTyIY6ESnoRRvky8HIYENXjc/l6ggg+xMicAzBebppNNpAuAgBGKzBjg8gxlUrt7e3xA0H0dWN9\nfSGTAfGDOKB1lEgksry0ZMmwQjYHBwBIgMKDBuDwQbLZbJDDQoRujAEbwIyyQqAWVEn1M22RUiGr\nRj2YzBuvY4n0AZ8JkFCpVCDNATQxDY34gGJhRLo2EUOOiuhMtVo9FrDrPl5bXaUjHC40PoPPodSH\nzILuzpDQrVfOnJmenn4pkVApXSIeeNGWCMk1Gg1CPPQNiLeA6QAMC4VCROQjbt++/eZXv8pdAQng\ngUB0CSp5LYq78IH4xSdey0tLE6mUJhA//slP3nj99Xa7TUc7WUtMuiA4cuVymYiTz2fKAukFXmp3\ndxeUhb5J9hLAO+/t4OBga2sriDScO3t2Jp8/ceLE888/7zjO3t7ezs4OrAWq2scudXLra2uZTGZ/\nfz+dTtNrRN3R9/2DgwNKZbFYbH9/Xxmh+D/WpSuN0dFolIhndnbWGAPZDdomW84YE5Pm1Jg00HPG\ne9IwScXdtm2IfmTzxK8ofWLHX3/ttb/52781xqyurGTTaeI/YwwRLcEBueD09DRRLJucTnoCWfwx\nN8/9A/XDzeFVgwOR1tBUw13h71XiDYjo6OgIm0BBfWZmJiJTXr74RSqDoqoif2wA2D2kvJSBKXMA\nSJI7khPv7u4eU6E6s7w8atuclHa7TfcHRQ0lmlD0pVrBW+IGwIqHMvoTJ6SkV9u2Ee4YDAarKyvP\nmKXreR4rqCHjj3/yk4sXLmDQEokEwSKRsSKmYGwowh77wJevXoVFga4ni2hE3go/B26XSqVol4Ab\nAeSLlOTa6qpixZFI5Bk1lCdeGvtubmxAoKvVavv7+8wBq1QquEA6s/syY4rTjX/pS78opA1SoEKh\nQJhLvwZ1FsD8v//7v//4449phCMBCIbgNOIS08diMabzYbQJTLW6jI/HzfVkQJYSvz3PQ0aNkwva\n6iQSCVYLbwSrXul5TkCymzSUvYVrx/b1ZMCAZu6E/9puRBgVloFOoFW2CPAOA6OxCOdDoRCPgZWh\nPuS67rH+cbRyaOGn4oUrZX5cq9W69eGH6De1RYrSGKMfy5eyHWHcdDodhnMYYwgj1OlyzBjmCrxm\nZBIlfwa7wB9DqIZVocAAPFXo60RYQbYLdrPdbm9tbQGksGxGpNzwXvl8niS+Wq1qRfaJO3htdTUa\njeKh+XBeC7Q1I0NMdSssLS4mEolCOp3P55kPg+2g1BSR+TmO4+BXIpFIuVze2dmp1Wqsy9rqKitO\nuuP7/p07dx4+fIh7Dp6rM8vLoBogzCrjjD8AhwBXfJr1wXcGK3B8lDEGP03E4MmoJW6eijihN3Gb\nAqTdbjcuc14bjQaYAeviOA6/SAHowvnzRO7pdPoP8/lCoTA3N/fiiy9aljUzM5NOp+/cuUP58F9/\n+9s7OztPBF3fu3Zt5cwZrfCdOnUKmAsolVQeFI4FwuvgLSCL8QJx258zShyHOBUmlDL18IJ96ech\nTEExGFISASuHjlILWChjLTKZDPMKE4nEN7/xjVKplIrFgBYV6cFLhcNhKL7KqweB4zBiQDRkJ+6H\n+8b25m4V3OLHyOYJAmi+gtvBB5oA6feD69fPLC+TVqbT6be++tVnV4WDF2EBCSJlZkwKp2wok5E4\nqp7nPa4HycWhY+e8/8EH12/cWFpcxAC2221mjB4dHeESwB3ZpZAZGa76q1/9CqNECUlZ7hRugQ/R\nYOHtWb8trXjsUjlP3/fPnT1LfMnnI7dC7abf75PKs216vd7T4CuizK+++ebc3BwxE4kgp6nZbE5O\nThKukTuhY8oR025boDjkEW3bvnrlyhNHPf7OS1372c3Nvb29fD5PvXI4HNLIqm0gxph4PH7l8uWp\nsbGwdHUrWum6LqM+4MkD9w6HQzL1crkc1I+DcYU129zY+BcnTvASMEHNZjMcGFHPuQYX0XrxQNSv\ntd5kjMHkUsLXaoLneQ55c0TGM1OEpj6ERQ6JIpUveqG+9Ej0RGPSiMXnnBMgqKVWEJufx42BjRM2\n+jK1SUMBKDykxXRYDp4krRCLxSYnJ5PJJNoaBwcHMGLa7TYw181bt5YWF6nVEbkrxsJZglUOeu95\n3t7eXlg6uUEhcLfGGJBYXk4QSuW5gINgtLIRqYbqUnH/fmCaPcMJcBWNRoM43ZWZ3L5IsdNGRamD\nihfjEIKJwuuvvYaa6e7uLrv22vvvX7l8mUlTgGPtdls5w9CzqWuobBmnqC/zqsm3jDEYR94q7+Ho\n6IiOzPHxce09uPb+++fOnkVit9frkWqQdR27rt+4gQomQUm1WgWsfvWVVxKJBOXPwWAAEeGJNKXH\n2THQxLRHBUwb6QCKcLC68HBhmSeI7cNhkF7DiObZ+SeiSeoRqPdgweGmfvnLX+ZgGwleQdFZvhMn\nTvyvf/7nFBeQagp6lMuXLjGaIhQKgXw6IgGIyaAl1xaljt3d3XQ6DbfAFZoxfSPwV0MydU2BJZ6R\nX+eUkeKzhynh49fpbcOXlMvlbreLIh5gDNuPu41EIlBkuRnMPY8ci8VGR0dxPMqrgM/BForIkD49\n4LDzCNHIGnkJQFYE9F0Zc6eMP7CfY3jp9Rs3Xr56lUb5qampV195hQa/x3fg4unT+LbBYHDrww85\nerVaDRSN6MF1XW3qxTfDpMtkMn/9V3+1v79/DMFaXlrKZ7PhcBhVcP7y2LcjYNzr9VKpFJxqqHm8\n+Wq1+umnnz58+JAy7ZnlZY4hZzPoMh8XEXvitba6OpdK4aVSqVS5XL5w/rzneWHLwgSxKPieZ1SU\nzm5u+r4fPIZ//d3vvnz1aj6fLxQK+Bia2TD+0HfINDTQwYzjPlhWUnAqRE8UFjTGXLl82RX9DNTg\nY7HY1tbWMS697/vsCnY49JRyuUzlAo5Yq9X65bvvLi8tzc/PQ51rt9v1ev3o6EizrIjIVFP3JDul\nf+zxusnmxsbv//7vv/DCC5OTk/gLCBPkeBwx8mD8hcbZcRH7ColEGE7dGKP8TVeIwI4CYhwSbLfi\n6ZyKjoy5Rkoa4w4KTdavBGOMHcCpJcOdejKfSnuQgj9DKkBCaVkWCgZUPTV990WYTK/F06efj0YJ\n22Gy0CEKqSEohMQhWV1ZMSJNQNEeWBXAAVCC8ipMCgaF8nLxmhGRcWB7WSL5iQGt1+uQv6CDEQ2w\nKvCJjMwI0aSc6gUYmjEGKk1wm66vrfFbNMyEZTBlKBRqNBrqpc6dPfvizAzBRNBt45aMNN4RG3UD\nw2rgE7JBOfMb6+tQZ0HGiJCUatQXoh9Z2sLCQjKZnJiY+Oqbb/JoGaGyF4vFZyBvxhhMBlUStWLf\n/8EP/uw73yFlpx7DNLevf+1rmj088Xr56tWT6TTYVCgUohW+Xq8z57VWq5XLZQSr6V2mjGek8BmV\naazQrADEHMfBdhDVslEXFhYSMhBibGwMWExvw7Zt/pJIEc/HHibpb7fb3/nTPyWtHAwGvucNh0OI\nkNBr+UkIYjSqEZtGIhHUkhG8GxkZOXnyJO+fBIXqDPPqw+FwuVyem5ujK48npZ2a++x2u/v7++yf\ntdXVbDaLCLZSWFG0Nsa8+cYbCn0R3BBG49H5e32rrVaLGRhMXICgV61WecmUOfG+BKAUcbUUDeZk\nB2YJWzI0iV2N1yTtq9VqT9xgNAJQx33xxRdnZmb++p/9Mw4RRxh79QcyMbPb7V65fDki1KFqtVoo\nFHZ3dycmJnDPkFRisdj09DRvfmpqyrbtRqNx/Z//c0aLEgew8/v9/rOpavgMsF+k04Cstre379y5\n8/obb+hPPk374Z90Ia5sjHEchyiQ9xmPx+n8Pjg46Ha7zy7bE2Yd+0vadLvdLj2cjx49qlQqMZEw\n4ogBhLCFODKwZKghUnahVe/xL11bXZ2fn59PJgkWXWmUSqVSJ0+efPONN777ve/xk0uLi6ORCMjK\nb37zm2KxeKxBN3h9weDmd16XL136gxdf/PKXv0wigX2Aa9nv98mYBzKmVlnYQCbgqbrnHbk4RI6o\nbfJjDvJ+VDfxploqxpob6cfgI3DMQAdhabBpNBqgXhry8x1gaPizo6MjvEhUdFVIGkjvqKkMZRjR\nQEa4WzKn1vO8jfV13Ux8tUKjxhgKe+VymdH0x4Iy13UR96aow1vDhgKKGmMwiJDsBzIhFVsDDAXX\nRo0Ik1VImyi7+qLGwDcq5MhD0ZWhBByG5RljLMuiSnpsE7x37drFCxdYqlqt5sl4PrqW9cd+/otf\nvPbqq+l0ulKpBKukN2/dWltdpduY0SDkXrgcvC/LPRgMPp8JFo2yiNRfCXdglnW73Wvvv4+0BcD7\n9PQ00wi+/OUvQwsHPg1Sip54LS8tTcjQkWPQiOr54aUAA8ndL1648LhANEdlYnQUZ2CM2d/fd0Rz\nlEohCFW9Xn+G0MT5c+dIvhOJBAMesCkAIUYaH7lbMnUo2cc+ByUWol7wTGrt9XqdVAA/bYwBysbl\nYNnB5QjmhqKsR4LV6/VU1WFtdZVZe8aYmZkZdvvR0RFjS4DrR0ZG7ty5A3KDAh02EdZ0sEAAbmyM\n4Stardb29rY+zne/970333gD5VrAG3YvoAuhLSQjgBNqIu12GylQ4hJwaUjjvu+zl7SxzQhDJSwK\nM+QucCq5K6wHG5IuQdzz4unT09PTjuNUq1V2/nvXrl29coUGPJJUgEpINqQKEPh9mdfL8cQBHB4e\nfvbZZ3Nzc/Rtc2y/9KUv0S1CsZw10nkJn332Gd7r2d3YetEUMz4+TikXW7e/v//xxx//+te/1h+D\nSlKtVp8xeAZLuLy0RNQIkZDC/8HBwfb29vvvv88BmZqaymazLAGQ3qNHj9rt9hMhrsevJ547gEnu\nH6oBJw5tH1Zf6fGhUAi1+dnZ2b5Ip7EBkDGYnZ09xkYki4OzFpy99vj1P1BARi9IM1Rz2HhkyWBj\niUTiD2Znc7kcJE31egPR8mvLYEbGGtkyLpPtp90BJkDOxzUkZX4gqaBt2w5cX/plcb1hGUNJsEyC\ny4V/ImkmAqLqDgWURMQYQw6Ev2epQjK1AwQS60zEwYGEnJVIJOiYAunlM8fGxhRlZVMunj6dikaB\nI4ImfmJiYmJiolarIdl67uxZsIFbH37ILw5lDhKPCSgH2AIxBMgOzCAiw0ZgG/Vl0DqETwgRoKMk\ntSgQUR5jefDxUelzd6U7mV1LbsQyGGOoLF69cgWrjRN1bJufRHCKT3Yek+mvVCqHh4eP7+Nr77+/\nvramb4mYhviOYioLbYxRwiAgDMEd9v3g4ICiy9LiYiYWw7bSRIH4F5kTaojtgCTe064bN29evnSJ\n8s8w0Fx44fz5yWSS0hQVBG6DXHZ8fPxYN8vKmTPJZDLsOL1ej3Y4Yr6wdMsYY8hEDw8Pn32MPRHJ\noWICNuOIIp4xptVqMZETUhUSK6dOnaLqpp8zGAwYQNtsNiFecQO3b9+mlEgCobVk6hqUEjkRrIWS\nFdgqADy6psaYb33zm57nERo2m83t7W10/1lHtpktSuNAdgqiKMK0ePr0bDpN6f3g4OCJmcd3v/e9\npcVFmAcEtThU1LA5g9whcJERWV/OTqFQoCJAvRlWueM4VMFJuSjsGWPGxsZyuRwnlCJcuVyORCL1\nel0R+06no5F3Op2en5+neVeLrD/68Y9fvno1FAolEolCoRCPx6EWo29FvAIsxCsa/PYAq2azubW1\nBVsHDNYYQy/Jo0ePaHq0ZWzd0dHR3bt3/0lp2U9++tNXX3kF78Vb8jzv4cOHd+7c0ee6eOHCn/zB\nH1iWdf/+/ad9jma94Bmou0OjSSaT29vbrmiN/eSnP/2rv/zL6enpmZkZuHt0fn722WfHPvOf1K72\n3rVrb77xhi/ydvRJMvHFsiy2IgSucrmM0IonYrrAWrjz/f19kKRj3Z4/ffvtL/hKf+e1tLhIL2gw\nijq7uYk2DuGj1lsRFfg/RSKM7CR+pfZH1QlHhhms1Wq0idNzQTSPYScKZBqssiuAQmMimYV/7EuT\nKmVsupFtGQTgUOYB1iPeB4PCjaGhCKOYpJbc3Jc5VODDUE5ohrZkEoMlE4thR2NKMKDKHfM8DxwG\nq0qSOhRtMth0YFY4Tl7urQ8/PHf2LBk5Z4bxaoS32nRIN32z2dzc2MATjCYSpEeAmdgyYwyWUe0g\nbUhkinhQmCzq3Rm4hBFX2lE0GmUJMUC2jHqk3EvArnmwvjHMGVxHAiitNWBP2RnNZpO8YWlxkVj4\nzPKyxtfPsBFIKWk8S4OyEYDXDqib4SFoylJotC8dTcYY5R+RkTAHrFwu0+NkhF53dnMzSKWhiHWs\nkAYAc4zk4jhOKpWanJyk0KtlUZQuqDK8+sortVrt+o0ba6urCRFOIeNsNpu8hzPLy+oAWJ3x8fH1\ntbVerwd5kPCcMJbliAuwwQfSUpzNZjlUxWLxv/7X//rJJ5/s7OzAbyI02d7enpqa8jwPwQ0c2Ojo\nKAMheChC0snJScrDYLCKskAwYV/BCGWn2bYNBQwXG5eJZ3rt7e1h31XM53dey0tLcE10QVE4oNR6\nbAu98vLLR0dHGGv9+UsXLxYKhcnJyWw2i9rgwcEB1Wg1T0dHR/CSfN/P5XIqn0L3CxVx+tw8z6Oi\nASUtm83COSUCJh3v9/tMZOGkoPyqN0k6eHBwQIFcrx/+6EevvvIK+2dkZITeP4hXJDHEGRgZ/pzP\n58HY2ZbYN4yS53m/+c1vtre3P/744y+YKD/7+v4PfrC0uIhuI1jLMacIr7PVau3t7elfgnI9fgPv\nvvce0wqMMUw+xk83Gg01ESR/BP1aE3mc8U4rtmbnv/NSnPl/ynVmeZm46sbNm0uLi6lUSrtdODX4\nrPHx8f+nEKH+X//qX5XLZcqU/8d4PJFI4GI4XJolsq/IoYl4YIFBcXeEPZ2Uae4kGyTcaItSVaFw\nZkQrCTcB/sSKKELG6tgyKBO6Mc7U+vf//t+TYlPNpsasRWzoG5awuIkF6KkYyGxXdfh4L02dlVGF\nG9NCKZ+D6QwFxlnTtOCKtjCfBtCxt7eHRkQwzL986dJLL730/PPPT01N0d7T7Xb39vZgkHa7Xc62\nduLzFEBM8NrJ4VghvA5FaIBfFpg+ReoHFPkKhQKN2gxywX3evXuXohRWNSWTjB3RyCQU8DyPJIzM\nqdfrwSwDLyUeYlwaS0hiymSY4EAVpdlTCCR6II+hZqEZmDGGngoucDAyA9/3IVBQe+ZmCL8IeBX9\n45OJfqanpzOZzMzMDBWmIxm7Cd1GFaDwHygwIFZQKpWCKBaNid1uN4jjvfnGG6dOnZqamqKZBOwU\ndmW1Wg2FQuT0xphuYG4ptYkghMCJ5YCFRYGZjT0cDmneVR0rXgKISC6XO3HiBMIgxJelUulXv/rV\n5tmzj9uIjfV1hE6xfblcbnJycnZ2NpvNcvgJFLrdLmpu0Wi03W5TEsLlaN8U5nJqaooDr/uEqJfJ\nHJ988skTZzcdu65euYKJfzZssLy0RG/CMQe/vLQ0NTUFr7herweHOb75xhu5XO7UqVMcgXg8DnhT\nrVZt29YxwADpg8FgamrqxIkTp06dWlhYQJuPjjXyKm3BAgLlyNBb5TgOh/f27dvb29vlcvmYzzi7\nuYmpgVh37EnPLC/n8/m5ubmpqSnym4ODA84pkTpxBvEK4SPQJRg+iIIxBpvged7du3f/qSIb/wOv\nq1euTE9P4z4JO1qt1ieffHJs4S5euDA9Pc1kP2PMb37zm1/96lcEXmc3N0mg4QFQmDs2ppPr8Xnh\n/5tdS4uLmtsQjo+MjIyNjSHt4EjTrJZX6EJiG1Afwbgp/ZNEkTwK5wKCQpsyRQqk9NhFhI8kYCGR\ntYZ2QygPE80YQ1MMt0EvA+Qv9rOR8SFDmY8XES0gyl6OqH7hH/GzoNFKu7ZEVtKBFKZxB//AvRpj\noIxirwkTBtK/r8VpYwzPA+RryaTekCjNNptNRkfgcQlPQH0VztXP5yEptsOeJRrCygdndsIxbjQa\nevNYN9wnKGI0GqVZfjAY4P8wqeQufZlsgbME+zo8PAyGtJsbG6lUihphr9cbGRnRvsZ6vQ79Dc4F\n5H7MOngDaTreCwItyQGrS4GNtWeyE0OC2Wqa1+L5gr1VN27evHjhQjgcVnEScAtCECpwPdGDpbtU\n+1uMMezLsFxAr4SW9GLduHlzeWmJtJucOyazQdlJIWmxsyyr1Wohf2iMwd/kcrnZ2dlkMomgY180\nLIOAtjHmibWl737ve2eWl+fm5qanpxnmDQ5PKSGRSGSzWaqtqAwSaRL/vfbqqxDv+/1+VBQ/QqL2\nQFhJBwFbl+1BFEwUQr2fg0dnJMKo/+k//afNJ9mUxx/htVdfBXIkCIBTxmwGRS9gtEENY2ei84pE\nDMoGvsjgO8LqTyaTCwsLb7z++vf+5m+eZuPOnzv35S9/+f+Qz3e73WcApMaY9bW1VDTaarUef4Qb\nN2++fPWqbdsMILl08aLijdQOiBgGgwHtyFgijAsRCfbFEckBvDWM+lqttru7i0w0FSXMCzLAhKeY\nlFqt9vDhw7t37z4+qXBzYyPsOPQvPf5oZzc3v3zq1Isvvjg7O4t9p8ZfLBaRYRmIWC9Hlf3MDiec\nAkphwAau/X+ie97c2DiZzzOAmaG0Gkoe+0l12PQo/l8D//S09rDHr/8297y5saFRJlEOXcWwqLQ7\nDgOYzWbRNaISSqEzFAr9P6S1mvKZMYZ01hb9aVyvEQVDjo8nonvgXpwgRKK0dItfhAHQarWI25Rg\nhG/S8QEglL1eDwEcY0yz2dQqJ5AzZGdjTE8k8XHPBBCOTKlgJw9lRK8jA0+5ZwY7AaCqm8P58iuE\nEU5I9FP4XDJFwBBjDHeGH+UhHcep1Wo0rXJnZEs0V/A5pOCa1GND4YETQfiizdnv9wmRarUa+J7m\n3EGeuiVCB54ouG5ubKR8H6PAF+E8sGXkK/xWrVar1WqwfsKiBUGswG1gBzElh4eHx4699hicO3uW\ngT/q3SORyKNHj8gjIZ2xA4BVqYOSg4ZEDBxyEJLUOGaeCF9+eHjIJCscqidzY1RvSK+333lnbXUV\npMVIhETUiWWEaOO67sTEhA4O4Qa4k6gU8vv9PrlvsH+UMIhp8yHp6qaYR0DKBzqOw3QEqlCWZdEL\ne/LkScdxstnswcHB/fv3MY5fUEtIU+qXr17lwVlQxplMTk4CkNBsMzY2RpiF8CcbTEFvUM1wOEwz\na7fb1fDu/LlzQ5kN7IteBGMVkK9hglaz2dQGti9y/e33v2+MWV5aIqbEzaufUKEebtgYg2MmmGOZ\ntExLsZMATgsTo6Ojx5pH6bjFoZ46ceLkyZNgQiMjIxfOnw+KpKo06drqaiwaHQwGTyPg/PBHP1pf\nW8OQKc92c2NjJpWCugX60hMJQ6bwwg8iJkOGNhwOAwi1Wi3i6e3t7bt376LLhutdX1uLykSyUCi0\ntbVFklCv1/f29p7oMJ6xHGc3N6enp59//vlCoZDP56k0odZAf6BK0NCfM5SpdPTnEPFDCMfudbvd\n/4nu2Rjzy3fffRq+/bTr2W0UX/BiLCZxDG0mWButjvG/8Db+7xMTxLhD0W9W3iU9wdBTsPna/IlX\nC4uirVKgYNcqeSIias14dKp1ZKXgCujrDWR2gDGG6Y1Ee1gqDcE5U3xdKBRCN4lcHJLXQAYhMk+W\nNInUnLQERrDSuyyZYYXL1xwVd2YFhhqTdHGgoPiA5xGnhmU4JHuSqDcWi1l/93d/p5A3wQ6az7C7\nlW2r32eMsUTpu9lsEuADXAepLp6IReDy9VSA73ETMZnsQTyFmpIrosTwtOkHePDgwcOHD2u1mrIJ\nLl648KUvfWl2dlbnReL7CTDhBTQaDdg9pHpKGe31ehAZGo3GYDBAYHk4HB4cHDw7hGTKCsIUylc0\nogDQE40YaqgAsLYMwIA9QZCug6oob/ClS4uLo6OjuVwOqhFbE5YTcxoexy031teZ78SeIEAjqCI1\n4b+sPTsMg0W5FPdMsvK0XqagvqMRUU9yHSVaP3jwAJFtAudCoTA/P4+42NbW1qNHj3Z2dv7bzNzG\n+no6nS4UCqOjo6jscrR4ezs7O+xYkCgUFkmUEYMkbyN+f9ysn93cBLGgBSVYDdKgcDAYPLvKy4Qi\n13WfRmxZXVnJZDKguHERcs/lciB4xLWwDdrtNrn+xMQEP0ZrtTFmOByq0mS1WvVloF44HKYG9MH1\n60uLi5OTky+88EI8HmceAE1T1N2Vxv9P1W/i4kNOnDhB8Z4+V+JIynVoBzF9mU1LMzQiEul0ulgs\nbm9vf/bZZ9vb20SESt6GpEKqQGJAwPTFlTuD95nJZGCxQQuwZSCBL5N7bOndwkYDh5IMIBTzxTPO\n/1++lpeWQqEQ3np1ZSUej1O8SKfTPCkkZIw81R/Vd/M8b2JiQjmhRJMcLkUaKDPhwsmVWT5QTHWu\nVPHwx3gZY4wCqECbZCMU0WwZuwCScXBwgAgEeAygdE8m6nZk1iIpFtwuUm3NXEnhms0m9OFgssvH\ngr/iU7lJWMNG5gJoBAwHglAABUAjPbR8I4O0Q4FOTmOM9kmRPODUQaNJ8yBjqZIoIASuMxKJWP/u\n3/07ElBfxkCBYOubQjjaE4mMoQwM1ioONxSLxer1ui9jT6i89vv9VCpFBRHviPMAXCIOUuy+J5NV\nInKBG5fL5YcPHz58+PDRo0dsuPW1tZmZmfn5+RdeeAGKB3eC2dJqBDU/8iriD3Shd3d3EcpgOWG3\nPg6mPfF69ZVXCoUCZWCcHOk+qCm5nVbWccC8Ilh4FDD4gyuDb1lLVotHZoszrxBT2O/3i8VitVrV\nAPn1116jv4LAk6egWNAWpWWU8V3XpTlYU38wBg7VF7FHRPGAURyweDyONBIhFCKaUCfIqHjnTGb8\nnV4BLhuPeWwhXr569cSJE/Pz89FolC4sx3FQW2THsmei0SgcGUQTq9UqFWvXdRl3sbe3d+xJV86c\niYkiJvCDLfMQKUaQXbGgw+HwaTvk0sWLBIhPi0I21tfpzmJ9EXrL5XILCwu8IqIN0GCAcWwKWZ0S\nfAjsfBlMQh3h4cOHjOPUlQqFQsdadBDbCkII/23Xxvo6bXvaCgI3kPM7MjIyNzeHqBMpab/fR6IL\n0PjRo0f37t1jOTj1vBNC5Fqt9v8frvG/+VpaXJyamiKqYPU5yIQvlOdIXYBblFgKABsX5UHgZcWZ\nyIJIY+jqDosQNL4WGQnyS4L4tsy9taTphricKgbIGaeVLx0MBrQVAZwA6VHNjYrGInRIik0ERnh0\nQGxQFpBO/ILv+xxJUmf2DCYIgjSn1fM8QKOByJUzI4TH4Qeg6JJ8ttttTn1PlPiMMdwMzCS+zhXB\nEIIS8DYeHJIQwABcS/u3Ry3DiOKVcjrI3CCNsl5KMeHbed6w9D0ZmfcVDoetf/tv/60xBn+prpus\n63OaazzODQFQAMrjhDhmrVYLhSCsgCfCs3yNArzgjRSGeXJCKpjkAOmcalg2XMaYg4ODhw8f3rt3\nT2kyS4uLL7300osvvojyHGT94XDIxPhcLkfUQ9oKlyqRSFSrVaaBwj1pNBrPbrN7/FpbXUU4noyE\nPeTIOGEjnHDf96lMI3pAdQRaqSvan6R9WhylAAzuoWcSxjhvgydiThxVECJiXmOlUsFvsVGItGAG\nGmP29vbu3Lnz30m8hJ6Ge7BFgz0iGsi6fGGZ2EisXa/Xn+YVziwve573O+teZzc35+bmZmZmiOh9\n3+/K9Gs8KIB2r9eDqIUAlsrXENSjmL27u8uKk/gS4xOA27attf9qtQpjjm+BoomqvjHm6OhoZ2dn\nZ2fn2d6O6SO+KDFtbmwQPtJD+ZWvfCWdTj/33HMwlre2thATZrdgowki2b0USgHfSJ2xAqVSSdVF\n/re/NtbXFUPibVy+dCmdTuOPKWogYAKVGtC43W7D81haXAQrajab/3OR5P8h19UrVyjH9EWAjD4c\nYncODoAHHgsAFgpFRMZMZTIZOggwsGQX4FXGGOAiOpf4Xbw12SQ0ePTUBiKojKIn2Sf0WFLGroxW\nI5dwZQwSn6YKG9guPAc7sy/aVkFoNxQKgVTxLfgb3/eBlzizoYCk1djYGMwbBa4IJpCdAPBga8Gi\nRdUHwo1SU8lwLFHQI5ImWOFDYG/hONX/8chagSV0UEYzaScejU+LyuQIWC+wJbAtCgMT5ePOeHbN\nXR2Z3KjUXaVwBWMCvc+hTJWGqhwKhRwyWoTNtAkBN4kb121EYYagxpa2BII4eo34L9+EvQ4WpBE3\noA7qiWgocRMvIiL9rwOZ20EIqTiDHgbluYHTghNWKhX89O7ubi6XI2bBmiuUXa/XHz58WCwWf6eq\nBtfG+jovlzc+MTrKjoSfhW/mHthV7DDAWMJMYo5YLAbvieEHhKXUKdmFg8Fgf3+fYBAIV9dsbm5u\ndnaWxKVcLiOYDHydy+WomALrAUGr4iOwKqXu/f39L2honiaFzd7lezn8JO6O9OZZ0ifG6aXm9DQ3\ntrS4aH8xWgrlYUINPUKEL7qjXNc9PDzc29ujJY8AIiHDXBlC0Gg0xsfHmYI1PzZGC58K6oZlIi+g\nS7PZDHZnkgRT7uLwPPuez25uTiaT8Iz4G/z06soKke5HH300Pz9fLBbB2Rg1rcdNW5L+B7aE/n/j\nejzA/Sc52v+BnOFg5yHX6soKeqggEFQQtAgVkk7Rgei0R0W/SKVUsNS2bVN3ZKtQyqG4A/yGNZua\nmvo/y+gq6k1M5IP+o30Bw+GwXq/bMjmYCoslY3xRRIDswo1BOAf7JbkEE+b+QSAwg5CHeJb9/X1b\ndNFxwxh53/fhjXJAGo0GLyckfWW4WNC+hExwIhDnL40xCE7QU4TBx2R5MimYV0d6XS6XIWz2RPt9\nOBzWarW9vT1ePvRhnBx+R9N3/ALpLBgSbFlyXBA7YwxtDkQ5OBfywK7MUmNZ8Zp6G9ytkYK6Jk5k\nR4ioeNIZC3QXCoV48wOZEYcB1M/XGllYWpy51ZCITGgAQRGWVxcWYdeI9IuzV2MymcZBrAcTzy1i\nfzGympLzlew/wgo+V9+vsrpCMoiNraNfr/VzHoOaOWvJ22ETBJFG9i4/HGQC37h581vf/Ca9mBDl\nUV1mGer1erFYBJSAm0Mdmr7PLyJ6xbV4+nQ6kUC6hLwfPgtblj1hRAie22avsxHhixIxoRXMUAog\nWYo3vAEwW0X+oYhTucE0qNQ+xV1ONTmZVoPC4TBNPvReG2MiMuyLNFFJuQiguq77xDrf02gm7B71\n02TSxIysGgUO9gn/xHZ84vXFrTPE9Wq1Gox5JycnYV2yvlhMuEWlUokuQ2A3evxA+I0xmEKOMR6U\nptvBYEAoEKRW6fVPxVpYys7/u71z25HkqtLwPkREZlZV19EGCSHBE400XI6MjcBI9twwLzM8wMA1\nko3UYHF4FgTIcjfUsbMqMyN27JiLr/9fuy0PMsIakCAvUFOuityx99rr8K+1/rXbfc5BafcWxHi7\n3X75ecb/tJ/3f/ADrhsKAY1BVfnl5eXR0dG/Hx9//J3vEJuiSf8tBP6EGhcTGHNTJjEc00+FAUDP\nEhEG6V/MLdO1AW8p1Ee2MaXwxiyaiwx+AOAUQuDmhhBIw2ELv/nNb+LUgu5ut1uinXEcacxL4mDA\ncBKrgKDQkst/pc/NrT6lFIA6ECDeFP0MMOMQc55n2nxxsnnllSjQ+QeGPKi8lIDkD3/4gwFqdJfD\na7jZaY2hHpa3JqQhkulEbIWunjW/h8Bx0eiHoNEpRK48H7OCwQOKDyqQ4viyWBwW0WFhWQipeUjR\nPD3OvYqZA2NMxtAhLGR5Lt3if3e7HeD2XgNsUH34czFGMgW8Mgszpt1rkA9HTCBOGM3fLir6AZdd\nlqUjA4fawr46Lc01YHANdoitRKPFGGmv6sT3a1cihPDs2TNCvSBInZ2a1bHDDs6akT5rgCM+Af4a\nADvl0/4WPp999hltytQI0FDBjcJ4UCG11mxOrtnNzc2Xj0u+0ID94PvfL6XAAkhLAMV75CfYOuSG\nOkbM6vn5+de//vVvfetbUCaRZQS6ICMCDR4T7iZ9KDX8/e9/TyUq4C1M9Lvd7vLykivB1jHyj2hy\nWRY8Eq6QhwL9149+1HXdifgm/wodGQJYEPAOdZK0b1FM8erVK2auGP0e1YD+t3/++8c/ZvyJxff6\n+vrtt9/+xje+QXgBXVRb0vXeu+/CdcrRvHr16ithOf6Sny9j0f9aq//Vfn74/vuQOTCvetAgLOox\nv9BN+cLPhx98wHFnTX2OohtDu3G7Sb+hqbkgSQzky7LAicRtBZnba5BaCCHn/B9HR858caa0rlFR\nAW8xCpH5zfiRfCk6hEiIADqEQBiEu8bvw5qCpfTazs7OiJX7vvdUj5cvX1LTi9LHTvCcUVNPqHsN\nsh+u0kdDAs/StIYxwy6iplm2f4cNNIy33W7NeAOXH3oV08LTyIIRYqFUIUQiYCDSTeqVRZOHEHa7\n3Z/+9CeAemJKE1U6yqck1s2+7GSvOTT4EA6IiRAwAZwpX4qKmES0QCLJoDG7gc8dNZCRLAnJeMwn\naDnlLy6MIAKmkNtNUOgNlxyBsYcQnDbeaI4F8oaTZ5PnYkNXSdMlRX1ukP53YRYeBn9rPhPXdeE+\nstvIBjJAyM5vYqc5x2EY4vPnz7kwnAryilG0EufvCde4GMbWc8MSCqrsHDueBa4KguK4CgjdoSfe\nDRaF2BdgE2O23+9fvHjx4sWLzzVHfvjBB0wAZVV4jg7KQwhr0TFywI+Pj1+Vmv7PDz+knwqtARyB\nvvBPsIuE3RQxnZycnJ+fw9tA4hagCUZJuksnUY9tRMe22WzAxokg7+/voTxDNBFuXDn2HJDELDlI\nNlUhXxVr/Bd+vvfee/iwhBr/D7wHP3z/fSN+X96o/DN8vvvOOycnJxRM0C3jWOHi4uL09BSMgUZH\numLQYqQt//jHP8LLiJUdVMBYRVqAz01MwAWk8haPmXiCMh8sE88HV7RqJj/irBkKNMZItMEFwW8w\neEgMumqG6FRRKhK6uZw4aGAM5h/FMquDBRPLk7FqRUyNKDc0/n6/p+p4p2m5rjNyPEN4ZC2/iD8R\nbzKry9GrRTURu9NaGWTnsGFB/K/sbQjh/v7e+AGlpuyAdTW76v4RtgIdy/5sNKkoiHiKf7NFWf0L\ns+YVGR9OKtRyZMVhYT6DuDgA//FOgrKtxI5Ogc1qBeI1QeZxa0iNs0Ug565ucdXVPM9XV1cU/xJv\n4H9g8IABAI1djD0MA3Mkg0wYJ0vfb62VbQSNQ9Lcuxs07gJxgnk6anTyNE30WDsJi1MFEOLoHyie\n3Dl75WgeJ4OvZofZUgSJN3qN83/yySe8EvJaRe9FcEZKgJ+48BirSYsnbilCM6uMmfvm1l68ra7r\n2K+oGSB4jjyZ1SDB4Or2CrEuEAx9IXVwS2Py9/1ARGdQ6+npCUNF0yfAF4jrV0If+K/PP86HZjnw\n//1+zzV2QBYUZpFWBKA6Pz9H7e7FVYTD4eaxEIKv61rDgCdx07oKhMTTZrMB08PyLcsCmTZoMLcP\nrbTf7+H9Xq/X6EfgPqhUjASiH4F5HOTZdrrDFfuNT7nRKJFJ3WuupnETAaibdQjKy0VD4MZuCwQp\njaqttUZzjIXOJaLwwrDHRI1slysZWf+owZe8PoEpfP7+LqwmKhHFSklNCAG7SG4Y9YU5Zx96cYUS\ns4JzFvHuERbzsqxnVgcNwNj9/T0mhJdlGew8iVsOy/k7PHL2AW4cC0DOmcJeTLs3cBGxBBu40owi\nnCfCO9sYt95wskTMZOUoy2BDQBD5NUIU4sWUEnih+SHYLsdRLAMHDquB/kcqvL3TNIEaUm+I6PIV\nGE7cL2fTDdvgnmJ3DQBjfXGhOB2kDkq7WaQiGDKS+qzBiTYc36IuIZxOzD8LW61WkH2y1a4YCHIX\nnBbkW/CiuJ6cAhUJ8Ve/+hVFDVkcFEV9Ws7QOHTebrfn5+dEfsYEksa7YmLtOSJnfDfXyT4ImAZO\nPWrFAoE7TKKlVQd0pPzud7/7+8KD//r8w36+9957xC4uqgRxMil6CGEQuRhoJ78PqmEKhaSZS7jk\nyOqg6noww6jBiCEECgKoXPv2t78NbkatXwgBg4HFwqCSXiIhiq26vb3FS3YdHDgby6D78/b29vj4\nmCwDjvk8zyiUSexp6MecMxNFgSXhbSCamaYJLg6WhNlOmoWz2WwohqJDgR0joQjgyXZRe2j7DQDG\nso0whxDQ19zrKKZCVD+Wm8zipEl8rKpNNqPls6aKsba2Jhb9yN8GVfCaGsLhBGCms2ks1fnLKrJ9\njnISN19RR1nW7FH23JUxaPBJg+RZc1ZbKRmoGKNzmahHLDcLJmvLBjoBzO+0jp2j2L7vSco6wLXr\ng4nyt3CgqFPaZcHV8Gxsn9hqDDPSgnw6kw2rF3X4LDhp1siiCZLsErvKF7EwjGJU37lRcRxKbIEv\n5qjJtnghi3pG+F4MLdXERWR83CzuApxXXGoHqeQcsXk4tW2S286oK+yM+S+i6wfUyWob4YdVxep+\nTcAbvGSMKVYvKoURxbjFKy9iGRlUTs8ii0bQ4lq9Tht9/PHHjveB10kCARARJXOKRnKCvEgch6DW\nF3u1hBEIzaQxw5wcPwkh4PLTQk3+oFcjHZkDV9xVkWFtt9vPPvvs008//QvjP//1+Qo/zFroug7+\nAX5IqflfaB9/97vfBZC0y4Vt2O/3P/npT7/7zjtJjQBujvRvHjT2HDFDGzIelA5sYCjyiGh83G2y\nPhgAQNexYd3BujgNkUWVxbdQ5++MAL+PGgVp5Oaj683ebNgTU02V+0okd94rUk1kN9w8GkSGEEJA\nNYxiHMNR4CfERmhVWwVDiL3qz8/Ozm5ubrikFLgCdcJ6GEIgrkIjk1itaoNEYeEcGE9u45JOza9Z\n3XTggUYvUUlG9tg03O5e5PyzeEBRFL3m1WPRDf3x1UQzuOkEcDYDCBIqJYSACUfnBFUds+ccNyUa\nmD32x98FBBo0VzSKY5lfmJuGlIeHB9wpDq4TJ/Fec3J5KTttnxO8g2ik/BP0JO9+fn5O9xTG1XOF\nsQHW3Zh5vv3p6QnsHSfMdbt7UVx5owxT01pSVGGKqfbrRPUgGR/mfgGPxwbt5/lYU9wIMBuCacTM\ne4IIBaFHtoL4HFBXYUFwUHwlDRHNqnCOGv5mu8NDOg0aB3I4OTnBsGEFe9FYsWyDxFFjJqhg4EW4\nj5h8zt3IAftJfTuvDxSxWq2Y1YbPjYTjAJEIwM8I6ltjwa2AcYJULHEfBw3F8n+Nz58/NxCNWJOl\nAE7B3OKkBxWp5oZxqVNrXVK996I50/yaax+c6m59z07NXYPoRUmfcJCE0TT7opGnaXrx4gWMUbDV\n/I34NoNcPvzgA7xRlMj/RbBlCxRC+J+f/OTLDIF57913kTw2kE3uNYOSM0CPBDk6aDSnr0C6kjhv\njZstGi/q0laccUIKNh/h24g8ksQE3rHNQ1CFMx4cdxIHFquDnCHfiHhRkaS7F8gM0fmaUoI2pIqM\nBXaRg0at2Z3kq7n8eGxgUFQkgJWxXZRtk1X1CwaVHwJeGbvz1rn7ha1A2MhmcWO5UYZz0HF8Nfje\nIHJBj4msKiThIqWUmP3s24UK5iBKKfAiQW6Tc+Yq3tzcYK0hJHHpLE+j255LgTAEORN0xNqooNaj\nCoUWUYSilzkdguObm5vz83Osl5tWOQhYOZNajBwMGQjFwjlsBYtzKdMsGjv8b7S2C47Y2NJ0eWRN\nliSJaCXo4Jt/A2Bi8/guxHu73W40JxdvgOewAEyLlfiikZ0YPNQI1ghNha3i3Rkux3Y9aYysf9/B\nNCEE6tjAqd1EujBsjEEROs0PRR5SSjRNBdUlIfZtvL5er3GMiM/a6jA6Kt004SgcjW3b7Ipl3+JF\n5DzcnVG8Bc6ag5juNBWUK4CPCCcjVgqRo+qIdwxCbokauVZUeCURTVuY15qAvqhHGWlkGUVdQuhA\nzjoq9YD845RgKSCA4hIhn0TViBwmA307a5wUbwFYywsGIQpg8oiEo9hWe1fV+WIBV6LnQj0G1c8T\n9FsAssZjGOHnUgAGcARcIg6Ou/a61vKjjz5ywpzzs+/MW/nFOGzDO0aBkE5Oa7Va3d3dUdBRVb4R\nVauGog+q5ES9skd03CPKQXAEDyeyz+prLKVQ9gyew3r4LqQQvW97VkUOEDTms+s62mFnTcB0/h+B\nIKhaRPUCTSa5AV7NJ8c1sOFxnWFQ/EcQ5vvM1iExKxHKbLdbr3NRFx0X24BnEvMaXhtmg3fxW2Bf\nqStJKsEzpkfNGnkpIlq+7urqijpVHoJhTpqluNlsmBoCUQBqCFYQEmBIHplOzmijER3M5LDqmTWw\nZRDdAdceOwG8g7AFtbBHVSGg14IyXrRRoa+DhlvXWum4w3yGEPgrgLVSClGsQR0OoqhyZFGTmJOF\nQRWUnKzdcO4PCrFTXYlhK7JTdKKDFRcR+PFqaAQjusTHLr51EgvXbRETgKNnOi9Qauh9o6BOQ6L1\neAuCUe8eS8Vpy0pso1LdedHalSTyWswqMsO/owp0KXyNav1E+ImGZ5V6YZBijHd3d2dnZ9x3owJ+\nuNNyg/iDESfefRLvVW0opazxeS+EeRAvFeGsbxb3Jam8ixw57kjU0ElrqkEERHsNbiFWy00DMSKE\npcdLmzU8l/SKgzYSk9B7oQp4PlYnqlQYkeDI0PWYYVbOrQeYuby8pCAUqcZckXo/0iBBW99Zgxyc\na0DaKXsmAZ9ztnOJS40O4RWSsqfEDBgVA67o3o3orZgXzFu0RB/WZlxhu5K5KXIGZ8UM4WxxjhyK\nZXKeZ/pHQAWSMqco22VZuIkoMQwKhw4slFUZZ4fAbgrGmEAZrn5eEPXCu+A4ctH45UUjAbn1KF67\nuag77AuX93A4MPANL5BopKrHGD+g7/v48ccfG3mIDYFZFDsV6hV7GVVpiT1jbgFLwZoeNKmDTWkj\nRccBeBm4HklzCxzzHR0dMdsEzYgancTYEkWIkXNGRmEpwSaBVSIBPC2qWc0FopQPoAqtwfkK13le\nX19P00SNK9c1ifr85cuXDLuFeWCeZ6qsg8b9EqG6tQBTis4iKx80ObtoqAuI3+vaemXLqti8uWP0\nikwqx7dida3BqF7zWXTt2CFnCo0QLOpN5AK77YRsKIEREhw0Qpi/dSiMz5HVCk8FL0qB+8m5I6YY\nhqwcFYYND5FbCvXg6+a/rkO6eDJGi61jizA/rp5lMYsmzaE9eR0CVodrFn0LGwVThEQo4l6USUnD\nXDnfQYwNh8MBduJhGAAneR0bNj8HjQmii2Ly5TIOkXOG7NdXjLws+BuARNY4dmOGyO3nYEzHAfxf\nuxH4+MQKWH1kDGHjfUe1VxBTgvvh00yiKuSLbJB4Mv+XTh579qmhOmAZeIeI06ApdrhuPASp441i\njEdHR4wD52lghlwcR8NRTBTuG4xC0R0/sSdocN73cDhQgsttrSq7YSXoQFaI0GK5V6LmwPmbRKCE\nRWEEVgjBEAXqhf0n/MIC8Si20UfWq/sIP3hRBXhQiQ/CjzLBFk7qGSO/4GCUP0F+eEFUJRcTXge6\nIn0cuFAGjXhBVsvKp2b4bG3Iwrz5R0dHtERz1sYkDCogCUQFvUgx+VJsP0fW8owa2AP2R7p4cWSs\nip8RDyNpHKK9OuOCs+rgLPmzqsDwBnhfbhaXhfOydzWpX6vXsMFOBVjOoQQxYTg9wa+xqy34hNyy\nPAMMQXUV7a1BgHPO8ec//zlih8GozTg2lguaZy87KfcwqB7bsAMG2CYnN13bNrRZlRQoUFsOK1DM\nD3vX1t35doHyWQ0Z1GptBi+c32x1ILi3CnN8xo7zIsfHx5C+YnigJmC6FOoVlInLPE0TnKO9RrJA\nrc6JGqUhzjNQhvqj1ZJFOpOENrEgWv642KXJFWHeLBxYIEKoKNo8A4a8eBbBLGJBuzBumnGVKBJW\n/s2Wojuw075d/jlnSvkC0BOxddQQ0lnzypB49NoivgLW8zkPw9gAV3EW6axbEcZxROdWVTDY9Xl8\nfMSbce7HDr6DM/vOSU0dLSDEWRCrISR2sBw82XdkJhv4ih1qwCQsnL3ppIwgWSSDyW0WKTQ1n52I\nCVmScRG+/eHhYbPZkCy3zYgC81kMatT4s8PfZVlwrMm8grtAhoPUwRjFFoHg+UUsG6HhYwIGKyI4\nQnI65X25yHjJdqeixg4W1aWiVTAnQYQKQa2YtIFg12fNeLDx61V/ToTEKUzTRJhuJDM1pbncBQI7\na/NBHNdB8L6LjJI4DWc1eZc3O1/RkENDftKK06IUjP0/Vo5/Q7ckx43u5tUAS6+urnDuEV2WwZUE\nhULSQMLRUaSZUDtAj50IqAnZuVxmXXTnLqeGasVqshI2AdX36tUrfHRKF+2LsBIElSAKqcCUcHxL\nww5pRwqhfXp6QsPbEazKreA/4b1N0+QF4AuuViugQUrBa60MCbTm79Qugama55lc/qIqS0c7Lk2n\nnDk0RWpOJ/mNEHKOoBebOn3Sbd8g+qdXRQLqHYuGOHGLfX+J/jsVYcSf/exntIFjKnCi8Q2NjNv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| |
"prompt_number": 21, | |
"text": "<IPython.core.display.Image at 0x3b44f50>" | |
} | |
], | |
"prompt_number": 21 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": "dark_blob = blob + dark\nshow_masked(rgb,dark_blob)", | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"metadata": {}, | |
"output_type": "pyout", | |
"png": 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6WCxyTcxuS4os1D1QwZoQgKofoY5SFAJzgmWv6ApLammCIMD6DwR+zBqRoVNd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pPRJOJBBx4IOnratGlhGE4Qir/wggvi8Xg+n//FL3953733juabGz1WLF9ujGk0GsARSDqM8Clf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\ny9gGfJBQRN2Q3Kh+0bNIXxCdlCSOuFj2B34eXJ7xK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D2Ngl1dXYA3kBk9Hk9vjXAHt2oD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\nQvI3pWEncOkaPXXKpYUxDMMAJ2c/AD4JNuPVvVUCpVgalIYhiwm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| |
"prompt_number": 22, | |
"text": "<IPython.core.display.Image at 0x3b44e10>" | |
} | |
], | |
"prompt_number": 22 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": "# step 6: binary closing\nfrom skimage.morphology import disk, binary_closing\n\nse3 = np.ones((5,5)) # this is what strel('disk',3) generates in MATLAB\nclosed_blob = binary_closing(dark_blob,se3);\n\nshow_masked(rgb,closed_blob)", | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"metadata": {}, | |
"output_type": "pyout", | |
"png": 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BsiEjQ/9KlCnyNLGaOqmcqZU2yeWFRUrWGFsLw5TZyizzLRPPlbGwUf9ptZ0x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\nzuVyp77sZds1w3UMABA8Bdt4Nd/KZDILCwuARFqt1lZP8g4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zrlgsKrSz+oFiFlyRsIRS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\n/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rUqlcry8vIB7Morjze98Y1ExXnlWBXrrg0Fsr5nzx4aKK3vIsf+IOXcbrdBaLOpMtZT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\nRU5ErkJggg==\n", | |
"prompt_number": 23, | |
"text": "<IPython.core.display.Image at 0x3b4f490>" | |
} | |
], | |
"prompt_number": 23 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": "from skimage.morphology import disk, binary_dilation\n\n# step 7: binary dilation\ndilated_blob = binary_dilation(closed_blob,disk(2))\n\nshow_masked(rgb,dilated_blob)", | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"metadata": {}, | |
"output_type": "pyout", | |
"png": 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rUabI08Rq6qRyYittkssLi5SsMbYWhimzlVnmWyaeK2Nho/7zajsyoEAYhqDf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\nZPl7rOEtW7bEcYy3pMzi2KrAnXWj51IFK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| |
"prompt_number": 24, | |
"text": "<IPython.core.display.Image at 0x3e561d0>" | |
} | |
], | |
"prompt_number": 24 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": "%%octave -i dilated_blob -o thin_blob\n\nthin_blob = bwmorph(dilated_blob,'thin',3);", | |
"language": "python", | |
"metadata": {}, | |
"outputs": [], | |
"prompt_number": 25 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": "show_masked(rgb,thin_blob==1)", | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"metadata": {}, | |
"output_type": "pyout", | |
"png": 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zTcxuS4os1D1QwRoTgKoXoo5SFAJzgmWv6ApLaml838f69wV+zBqRoVNdrqZw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f6l/ipcJcyTIdco1oI2BU1vxHfRh0O6gSX+zXHH8bYg1NCd6PhqtVosFreXZHj1zTdHIpFqtRqu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\noPSEMw0AAAAASUVORK5CYII=\n", | |
"prompt_number": 26, | |
"text": "<IPython.core.display.Image at 0x3b4f190>" | |
} | |
], | |
"prompt_number": 26 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": "from skimage.morphology import reconstruction\n\nFOUR = np.array([[0, 1, 0],\n [1, 1, 1],\n [0, 1, 0]],np.bool)\n# step 9: fill holes\nseed = np.copy(thin_blob)\nseed[1:-1,1:-1] = 1\nreconstructed_blob = reconstruction(seed,thin_blob,method='erosion',selem=FOUR)\n\nshow_masked(rgb,reconstructed_blob==1)", | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"metadata": {}, | |
"output_type": "pyout", | |
"png": 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bHPLCImVvjK2FY8rd2i1LVYnnynjYmP+x2S4EFMjzHPS7u0MdMWNQHWtxn24l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\n72CaEAJ1DGyKrw4hNE1jfLWVLN/ryInQECKtIFwS23 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