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December 23, 2021 11:55
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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"id": "8f80fdd1", | |
"metadata": {}, | |
"source": [ | |
"### Prep work\n", | |
"\n", | |
"For this example, we'll be using `towhee`, a framework for developing and running pipelines which include deep learning models (built on top of PyTorch and Tensorflow). We'll also download three images from the YFCC100M dataset to test our embeddings on." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 40, | |
"id": "8d010451", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Requirement already satisfied: towhee in /Users/fzliu/.pyenv/lib/python3.8/site-packages (0.1.3)\n", | |
"Requirement already satisfied: torch>=1.2.0 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from towhee) (1.9.1)\n", | |
"Requirement already satisfied: torchvision>=0.4.0 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from towhee) (0.10.1)\n", | |
"Requirement already satisfied: numpy>=1.19.5 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from towhee) (1.21.2)\n", | |
"Requirement already satisfied: pandas>=1.1.5 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from towhee) (1.3.3)\n", | |
"Requirement already satisfied: pyyaml>=5.3.0 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from towhee) (5.4.1)\n", | |
"Requirement already satisfied: requests>=2.12.5 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from towhee) (2.26.0)\n", | |
"Requirement already satisfied: tqdm>=4.59.0 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from towhee) (4.62.3)\n", | |
"Requirement already satisfied: pillow>=8.3.1 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from towhee) (8.3.2)\n", | |
"Requirement already satisfied: scipy>=1.5.3 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from towhee) (1.7.1)\n", | |
"Requirement already satisfied: opencv-python>=4.5.3.56 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from towhee) (4.5.3.56)\n", | |
"Requirement already satisfied: python-dateutil>=2.7.3 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from pandas>=1.1.5->towhee) (2.8.2)\n", | |
"Requirement already satisfied: pytz>=2017.3 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from pandas>=1.1.5->towhee) (2021.1)\n", | |
"Requirement already satisfied: six>=1.5 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas>=1.1.5->towhee) (1.16.0)\n", | |
"Requirement already satisfied: urllib3<1.27,>=1.21.1 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from requests>=2.12.5->towhee) (1.26.7)\n", | |
"Requirement already satisfied: idna<4,>=2.5 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from requests>=2.12.5->towhee) (3.2)\n", | |
"Requirement already satisfied: charset-normalizer~=2.0.0 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from requests>=2.12.5->towhee) (2.0.6)\n", | |
"Requirement already satisfied: certifi>=2017.4.17 in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from requests>=2.12.5->towhee) (2021.5.30)\n", | |
"Requirement already satisfied: typing-extensions in /Users/fzliu/.pyenv/lib/python3.8/site-packages (from torch>=1.2.0->towhee) (3.10.0.2)\n", | |
"--2021-11-18 15:51:25-- https://farm6.staticflickr.com/5012/5493808033_eb1dfcd98f_q.jpg\n", | |
"Resolving farm6.staticflickr.com (farm6.staticflickr.com)... 13.249.153.34\n", | |
"Connecting to farm6.staticflickr.com (farm6.staticflickr.com)|13.249.153.34|:443... connected.\n", | |
"HTTP request sent, awaiting response... 200 OK\n", | |
"Length: unspecified [image/jpeg]\n", | |
"Saving to: ‘dog0.jpg’\n", | |
"\n", | |
"dog0.jpg [ <=> ] 10.48K --.-KB/s in 0s \n", | |
"\n", | |
"2021-11-18 15:51:25 (126 MB/s) - ‘dog0.jpg’ saved [10734]\n", | |
"\n", | |
"--2021-11-18 15:51:25-- https://farm1.staticflickr.com/29/60515385_198df3b357_q.jpg\n", | |
"Resolving farm1.staticflickr.com (farm1.staticflickr.com)... 204.246.164.90\n", | |
"Connecting to farm1.staticflickr.com (farm1.staticflickr.com)|204.246.164.90|:443... connected.\n", | |
"HTTP request sent, awaiting response... 200 OK\n", | |
"Length: unspecified [image/jpeg]\n", | |
"Saving to: ‘dog1.jpg’\n", | |
"\n", | |
"dog1.jpg [ <=> ] 10.45K --.-KB/s in 0.01s \n", | |
"\n", | |
"2021-11-18 15:51:28 (908 KB/s) - ‘dog1.jpg’ saved [10696]\n", | |
"\n", | |
"--2021-11-18 15:51:28-- https://farm2.staticflickr.com/1171/1088524379_7a150cef81_q.jpg\n", | |
"Resolving farm2.staticflickr.com (farm2.staticflickr.com)... 204.246.164.90\n", | |
"Connecting to farm2.staticflickr.com (farm2.staticflickr.com)|204.246.164.90|:443... connected.\n", | |
"HTTP request sent, awaiting response... 200 OK\n", | |
"Length: unspecified [image/jpeg]\n", | |
"Saving to: ‘car0.jpg’\n", | |
"\n", | |
"car0.jpg [ <=> ] 9.38K --.-KB/s in 0.01s \n", | |
"\n", | |
"2021-11-18 15:51:30 (949 KB/s) - ‘car0.jpg’ saved [9600]\n", | |
"\n" | |
] | |
} | |
], | |
"source": [ | |
"!pip install towhee --disable-pip-version-check\n", | |
"!wget https://farm6.staticflickr.com/5012/5493808033_eb1dfcd98f_q.jpg -O dog0.jpg # user: Randy Levine\n", | |
"!wget https://farm1.staticflickr.com/29/60515385_198df3b357_q.jpg -O dog1.jpg # user: Trehorn\n", | |
"!wget https://farm2.staticflickr.com/1171/1088524379_7a150cef81_q.jpg -O car0.jpg # user: Arthur Pewty" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 41, | |
"id": "ad22b243", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"%matplotlib inline\n", | |
"import matplotlib.pyplot as plt\n", | |
"import numpy as np\n", | |
"from PIL import Image" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "41ccc412", | |
"metadata": {}, | |
"source": [ | |
"And here are three images:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 44, | |
"id": "079886f0", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
}, | |
{ | |
"data": { | |
"image/png": 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\n", 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"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
}, | |
{ | |
"data": { | |
"image/png": 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zyAcD49wIT0fbrFHSMZkkCDfj5uKYxfKErqliCApJkqA2CVJppE44OT/j+vVn+eSnf5Bnn3uRTVmz2pR4L5htbzEajRiNRngfNhrbNuTTPbqqwlQV7WaFXDrMun7P9fe+MAJSSXZ2d5BKgZToNiUzhiwP4ItHkI9H5EVBVZYsVgum8+AeWmvpbIuSMoJRijaCIOPJCBNsA3jHfGtClmXkeYLzWYzrLKvVGhdjaa1CrOd9MADemQDclGVwv4c0oENIBzIsOKU1QgratkONRiAFzlsenZzgXQAgsywjzXOyouDgyhF7+/vM53MenS4oyxJjOxIt2SyWlOslbV1RNy1V07Bar1BZTswLIpSOu5/DWy7SUNYNO1mMYkMc7wmpScBJQSYlmfMk1iKTBBfwM9AaqcO0MMB0VOCto5KSTifhuyLIsywYAcBbdwGaISnLFtN1mM4g8WRpwtZ8HlOLAanXaQJ4rDUcHR3gnCXRGus909mM+XyL8XTMyaMT6qqmqTt+7ctf4ptvfJOdnW0++tGPsre/h/OORw8fsVmvKYqCre1tZvMtrPPce/2b3Ll3n6tXr/Dhj7zKyx/6EKeLc+7fv4+1ATD2MWuwWi3JE01nas7O1ygpWa/PMLajMx1NW3Pr9jucnZ2yXC5CVsl1eO8ZjUc4a6NRaakrYspWxQwTdF3H4rwO5zed0rmOqqmo6pJEhXDNOkdjOhKlSRNJWhS89KFX2T88Yr67g8Ez3Z6zcxDCgaqqqeuGs/t3WXYVdVNTnS8oHx1jV2vcck17fIxoWlRn3nP9vS+MAIDUAcRyCFSiQAqUTugzpN5DmiVYl5IVKVmeRgQc8jwNrrlSZGmKsSlSinCxjR/4AlmekSYpaRreb20AqozpsMbgnSfPc6qqwhgLOLTSJDpBJxOS6DZqranKks51WGvorMUbg5QSrVVImXkoq5qqavDOBc5AmhMTb2zv7DIajcF5yk1JXZW0dYWzhrauaKsSa20MiRq6rkMmSXB98SiCcXPeYTs35NwDskFclPFfSXDPVY+KQ6Y1SoBwjkQIvAoYApFnESAFSUpMLwKJUjFDK8iUjrwEcH2mABBS0imFswaMDXwI55EyxN89V0FqFTI3TuIYRa6AZ7laMZlMKPKc0XjCZl3hkQjZsl6vWSwX1HXF9vY2TdOgk4T51lZI6bYdJycnpHFBeSE4OTlBKslsPmMym7Jer5ExVOmvWdd1nJ2d4o2hPDtltVoF17yt6LoQApRVyaNHD1ivV1RVRZalYbPAkyQhddrzN9q2i1mDAKSWVDgHZWVpTUtnWqqyZL1Z03QtQmSY+N7OWJJckmUjdnb3eebZ59ne2WUym4NMECrBRcxhU1eUZcXZ+TlnmxVlWVKendOcniHrhqRp0VaQioRUv/dSf18YAe89ZVsjjUTpNO6ygtG4CLluaymrCpVqJumUbJSHkMA5chLG03zI8W9vBT5AnudorbExLdY0DePRCCV15AK4wQjMZiO6Llj12XSLhw8fslwuqcuS+daY+XzO4eE+SRJiVQHcv3c/pC2XC1brMriVUrJ/cID3gs4YTs9OybIs7jYV+WiKkBapLNeuPkea5JyfnbM6Dz/r8yV107FZLKg3a5S31GVJZwxZmjAqcqxztKYDfFiUQmOlxVkHLhCIpAzuuVJiSH2GNBgDop8nSQAyrUEpgUoTkBJjw24GkCYJvg7pUlc3KEAhUVKgnQvElICd4iPJSilBmmics3RtS9PUVHVFXddMkpDZ0WmCSjRd3GUNFlMHDOjh7QcsNxvmszl7O3tUnUWlObtbexxckSzOTjh++ICf/dmf5ZlnbvDss8/ywz/yo7zzzjvcu3uP177xDeq6JUkS9vb3adqWum355hvf4rVvvs6zzz7LtWtXePPtN1GrFW3bUDclb775JolUdMsV3geOx3Q6oW1bOtPRdjXL5YKqquLuHlKMQoRd3kd8yRqwXQeAFIokSbC2pa4NjTllsVwwnUw4PT3FdBYcmM7StR3WeqyXzLYLdvau8JGPfYIPf/QTjMZTkjRlVdWcnJ5yfP8R9+7dQ4jgyaxWKxYPVtTrmnazQbQd03zE7sFVbnx4n+3xmK3xiP/0F//2U9ff+8YIWBdQ/PVqNYBunbOcnZ1T1TVtG/CBNE3J84zOdBRZFkguSiFV2JXqcoNfGTaligzAyB60luVCDdbfezHE1NNZhpJjpApo/9ZWMbAOhZAD6nzrnXeRUjCZjrnx3BWutIdUtWGxWLAuS7rOkBcTdJJiHSxXayaTKbs7Ozz/wgvMZjNOjo+59e4tlExYnK9p2zM2dYtpDLazbJYrbNPiO4MzHUoJdIy9N+tVQPt7YyTCdxgVOd7GxLbzYdcXAiXFwFAUMY1lrcc6aDyQaJACozW29xySJBCyPHgl2bQ1uB74DHiD8RZjLNIGz8FGpF1KSSYVjpDFsB6M8zRtF9D/qorcAkk+HqGTcLwHDx8iVfAQsmLCmzffRauEa9euMR5NkEKyqmqmkxmz7R12d7e5ffsOb775Jm+//TZf/epXeeWVVzg8POSjH/soX/iVX+XNN9/kzp07zOdT9vZ2uXrtGtPpmNVqya//+m9wenpK27ZIpSiKYsB72qqmrCukkjRNQ1luIkZVkxcZeT5C65Tz89MhbKzrBil1yP8nCdYIjLG0bUOapP0kx2pPPioYe49UCb7ztG3LyXLBzs4+z9x4hs9+7of52Pd/gp29fSbzbRarNXfvH3N8csKj0/OA6XhP01pW6wVVXdE0Lde2j5g/M2NrZ4skkahUodOE8/Up77Ytb5r1e66/94cRICDxiJBzN9aBcdR1x2ZTh13We0znY27Z0XUWnMG7GqEUWkuEhHJdkyQX8Z7tOnykA6vIqBOSmFYME3cyHpOkKdpr2nVNolRg4EkRGIsNtF1O1ZYoJVGNZDwdIaUmVZr5FqS5DiklY8kSQZKOeObaMxw+c4PtvT2Orhxx7/Y7oDxpLjHeUneW1abBk2C9AidpVitEU6JcQ6sc2Sgj96BRWOtAqoAaJxKUwksZ0kk2AIAYi/CD140nLERvQ+rSRXqtT3RIYlgwdQvRYITYNOTPJQ7ThdcL6yPZB4T3Q4pOSDCOaDA9teswjcUYgRAp1go6EyatJRCwEGCR6DSEN2VlyLIErRVpNsaaY9qm5fh4gT7M0SpkhNrWYnJCNkenmNbgOkNZNdy794C26VBCMS7GHO0fkqmEk5NjNssN59kZOBdy5utNYPhBIPF4h4yEpVxo9HqJtx1KgGsqfFtBV6NzgRcCoRw6kXQ2bF7WCnAyAqMKOo+0AmUlnWkuvDOtME1DuV5j6oZcZ0y3pjxz5VleeOkVrl2/wUc+/gm2Dg7wWnNSbrj/6GHguJwvWa8CocjG0LNIC0b5COthpHKkhropWaybYIjxLDYLmraljd7d08b7wgiAwDiQeJRMaZuGtu3YbCqscSB0QNZ1jkRhWkFdeSpfs6DGeIfWwRvoukA71UqhtaZZlyE+xaNVMBRCEsHDEKuW9YY8z1BKUlUleZ7HHHfC6ckZ3jmKItBXldf4WpCWGbQ5vkmZ7I/IRmA62Dx6yEhqdrf2+MQP/QgvffIz5LMJrW35tV//Zc4XD9GZo/U1y9ZxVrdh4vsMrKI6OyOlQkjHKlXMigkFmrFPoHUY72nxtEWCTSVGCVpnER0IA94avHNh4SNwCJwNRrMtW4QPXHU9D3Rkay3VpsSJEM+neYZQwfPwcYe3xtM14b0SgRIhzam1QnkZawM6rLN4DNo4JIIkyemsQHaetPO9CQi4Q2ORJoC+bRvTdElKmuWk6ZRyU3JyvGQ+3SHPFUpKutZS1h2t95DlpDIAtTu7+7zzzh3e+OabvPvWO3zuU5/m5WdfQEnJX/trf42zBycsj8+Y7czRqUYoEQxg5EaXXctWljCZbbF1dc7m/Jh2s6JZndGdGZRv0L4m9RInwhyaTDM6bzG1QYgUJTKUU1ALROfQQCIE5+UGqQU6T0mSjLauWTQtwgj2r+5z7ep1fuDTP8QnPvc5do+O8HnBm3fu8OD4mLv373Ly8BTfGZQD7STVIhix8XjCcy8+z87eHirLeXj7JovTU05vnXHv3j2qqqbrDCJmKdx7rr3vUSnxb3cUReZvPLNH15mwwxNChM76oUAIIElCkYuSwVVzPuxSJiK9SimE9IzHY7IsoygKNmUdSEEupreswfQxdaJD3jrTkUIaPifL0gEEzLKMvnCnrkuyLGc2m4eccqfxJuXa4RZNt8Yry96L1/nYpz7D1avPcTi9ys0vfJ37b77Lza9+nW+8+TX0NGPnmUOe/8jHMVbTNJ7OKB49esjxySPeuvl1tLKQCNoiI+0gsYLcSZQJRUUdUCpPJz2dcNRdgzAOYR2y6yjSDCkkxnmqpkXIUGOQyDTwDqqGfJSgE41KNEmaIrRCKBl2q0ii8j5QiJ01NHUTjUAABtM0I4nsS+tCCtLHFGtTrrGmC2h321GMRuzs7jKdTRmNJ0ymM55/8QXWZcnZ2Rlf+MIX2N4OPADnHHV0wauqomuaEKJtzznaPwAt6bzhzW+9wWQ8YT6d88y1q7jW0tY1pw8fcf/ePfIs5+UXXuSZ69cpq5K79+/xxhtvsNysKOsSL0JWSqearZ0dNmWJNQ6lcl68cY0rB7u8eP0KO9Oct994nS/8yi+xWS/wIngDm8aQpCO80JycLinyCVKqkBUxHc4bnDAgLMV4xGQ2A7vH0eERz1y7yqc/9WluXL/Bzu4u+WjE6fk5y/WKh2cnnJwuaJomgH/LDW3d0DUtWmsODw7Y3d1DpZo79+/y6PSYO/fvI3WKUuFeJjqkorM0R0RKtbOOn/m//O+/5L3/1JPr733hCSilmc32abuWrjMRdQ4Ej64Lk8m7MCFVpMJ2bRe42d4FHjcMu1eWZiQ6QYmELBURFwikjk50eCdiMYbGe0Vbe9quxVpLlqYkSuKlQpCAV7Gi8YJg1HWGtm1wPkVIR+UtLQKtUo6ObjBLpohFzc3f+BJ3v/xNlvdP4HiBbiwic3S14d6duyidI2SKTwpqX1G5itK0TGLFY9d22NrSWmitQHsVaga8p1FgpMcIj7cmxO3eB0qvDp5TLkNcKKSMBlSH2NtblDcoD9oLNDayKSIW4C0iLmyJQzhHJkIohg9ZUeU6pHUIJCp+tgeUUOQJGAF10yFci/IJibRMCk2eS7IEFAZMhe8qdrfGbM1HpGlKXdcU6YiuUSww3D19iGnWJKJjkyp0keKVIlGwPH3E+vSYcZ6ws73NbD7GW0NnW5q64e3bN2lMg05T0iLjk5/6QaQO4Oc//fwvB6KS87R1iyKkfnGKRw9PqTYlq/MFn/7kRzm8/hw/PZ/zD//B/ydkJ6oapKZrAlU4UQlpmoIQlNWGJFEUSUFRpOSZYlTkTCYTsuI6V65c5eq1K+zvTSlGgCipyjXClhSyZb8QZFPNmpbzTU1Tl0gPRZ4x3dpGCDg+OWZd16zLNXXbMp1OQBchpEmzSGmP+ITzYC6FYk8Z7wsjkKQZV649H5hxXTfs9gHdD8UvzgRqcDACMiDbLiC0bdPEYg0bUml9Ka2UZEVIMnofQoC2bWmaJgBbUiClwLQdpmlC8YmUeKfBJ0gSjLkAFvESZz1t07Far0BmqAxKHEZIcp2zPTtALDrOz+7w2v/381S3TvCdI8kzEhli/7Y23L51m3w8IZ9MyOZb1FTUoqZ2LWOZglB0TYWtO4TxaCvQItwuD3RKYCU4GZ5RhB1aK02aaNIsJc0zcuuAi0o/ITyeFFGtUYF4iLAByRY+xLTCGIRzYAPuIn1vIOKP8wjj8E7ijYxp3MCqFEIHvBFPU3VI3yJJ0cKSp5JEerytqdZnbBZn1Jsl+9tTptNRqH50LWmW0WUS25a09YrWe7Q3FImgMFPSUYHGcef+HZbnC8ajgiJLyba2mM4nJJnm0aNHfP3r3+Deg/vs7+/z3AvP88lPfYqjo0PSLOEbr7/GyckJTdPQ1k0EmFNcm3D84Jg7bcU3bMPewS4/8P0f5Yd+9Mf4wpe+xOliw3rdMB4ntE2Lc4JsNA6EHaDcrBkXOZNRzt58xqzIGWUp4yJndnCF/cN9dvfnJJRUi5Jq6TFdzbQomCYpe7OMDSknXYUxFY1tkUlOOh6zvb/HnQcPuP3gAQ9PThlNRownI65efYZOJCBDTUs/RwBM02B8KOB6r/G+MAI7O/v8sT/xp8ODePZChLx2X9bqHVjbDWW/PQkGABcKRbwL4UOoYTeYztB2Jda0cfcO/P5QttnF0lXDarVgs15TliVnp6c0bUVTN5yenNCZmiRRzOdzkiTBO0nXOZbLipkUbBWWqSxoM00L/L2/9wuwbhCdRQpPtQ+Vc6y6U2ymmY5G7G1NwVkaBZ0pMWuLbCsK58icj8ZGQg3SBuqhl4IOOcTxXWtDbYCQCOlxMSOA9JyengUmo4AkKwIQ5xzWM+THCx/qKbwzgRMRS4JVokPePy72vg7fdibU08XnO7qBfmtjGCVEqFUQvsNZQ9caBJK27jh5eBJSYiJ4U2/qNyOdOZQW16uKXkMiTUMFYFd3zEazwOGwsDhf0TSWJGt4561brM7XdHXH6994nUePThmNRpGrodFKc/XadR48eMD9R8ecnC+4fecer7z6IZ577tmI8QSi0NZszvnZGW3ZokrF7tE+tRS8e+8Rf+tn/y637t2htB3T/SvI+ycsu4fkKiGLlOg0H/HyCx/imatXefn55/n6r32Rkzt3Ob11G2McrZBIpWn8u9xpa6zr2L+yRV2vcbZjZz7hYG+X2XTG9mybW/eOqQz4bMRnfvSnWHnB7cWSv/33/z6iyBltbfHRz3w6ajA4tFRkVoMj0trbgTrumwZft7j6X34V4W97DIIR4qJaSwhi6iig0ELoIX3YC2ggROC4QHRlffQSAg7gCReqf2wjiFVvQk1CMA41XdPQtg2bzZrVasFqveLB/XucnD6iqkpOTxZIJShGOdPpBK0yZFbgRwVNZWhXLW1naDdNX3SASyRylOI7h6sMhVcIV7NsHvJgcYoTHqEEe5M5vrV0dUtmQUQ3e+Q1aIFUCqkTpNaBIOTCwhQDnGPxLlB1s1TTxHoL5+PCJZTJahVcXiVVoAdGMQuhQpwb0n0iim8ALoBnQuhQgyBE+MxYnzRc/16IRQiUVigfa+bzQH4BcF6yKU28vwLnOnQSS2R9TWcCoCmkRAroTMd6vWa9agaAsqpavN/gPaxXFUoWTKYTxvkU1wmqdRt4EYlFyBZ8iRCKLE/J85y2bbl16xbn56c8fBiIP3jH8y88x/7ep6jXJb/0c7/I6aP7eAX7uzs0vuH27dv80i/9Uyajgtn2FpPZjJOzJUVeBG0JqXn3zh2c97z04ousNzXLVcmmbDFVTSsVRmeshcA6EF7SnbXYLpDMlssTjh+uyZOMUTFiNN9hvLPL/OozvP7uLRbOcdx2+CxlvDVnvrcbQpewF6Ktj5iMQHiHUgJ8uOets5i2pirf7ylC72mbml5BhxjDe1xQx7l4YRRosNFDiCozUsXUVUC4E61DCWmQoyFW+gYFn1gVVxcVztoo8uDwNrDbjG1ZLhcslgsm4wlZnnNycsz9+/eCkIZISJIRe3sjkjRDpjnrTYWpOkzd0dYtpBqvFUZ6xl4gnEDVhlQAraF2Hffv38J4i1SSdO+IkUhJveQwH4PQWCuovERohUwSZJahsiyg/Z4gJhAYKjhrMKbF4ynyLJKhuljmKsPrcaGIKO740qnBK+itaC8+EvAPgm6A72vmBaK/zlywA4m1873IgNQK5XvWImEXsuHvTW2D0YkEMG1ASjtgLDaWXDsXqjKXyyXWBsOhddA/6BoTUoFak09GFKOCPCsiczJMAueDZ9h1HeNRQZpmZHmGM5bT01OOjx9xfn5O09SkacLW9pzv/8THca3h7V9/nXfv3MJ5z6iY0dUtZ6enfO03Kz73mU8zHk2Yz7c4P72F0ikqcVRty+b+PZyATdNQmY7KGMquo6pqGqUxqeCRToaQtqo7UqFQIqPuKharFYo1RV7yoZ0rqMkW2fYut27e5NwaNlKQz6dMd7eZb88jNiOQXqB88MbcJS86Jj5iiNzQ1OV7rr/3hRHo2obbN98csgA9EQbcIAHlnEPKPix1Q7EKgBAK11NUuXB5kyShtCFPbl0sJRJBbinPMoosI88z0kThZaDJTkZTtnd28N7x3PPPcXJywmazYbPZ4GOWwHvPpz/9ad6+f5uvfus1fvUf/iKJkGip2DhDh0a4hImc4I7XKGNIjGdtz8lyzWiWM3rQ4KwjkxkvH17hhYNrXJvscMONOX39LW4fP+LnzaOQhrIG4yyt6wL3HxBWIKzDG4ttO0QSAVNnyUcj0kQzKjLauqFpWsqyChwAPNY7kiKJtQc+qA8N1ccSqZNghK0NwidduLYDzyJ6a70RHmoY4rWns0Otfl01JEnKZDKhqWucCwSbJM8o6ws1J+cCGckhgyHygro1mLajKDJGo2n43FjkMB6PgVB8VrehOEtpiVIqpAFluFdKS5y1LM9XFEVGXmQkScHpacJoMgY8n//VX2a+PePj3/dx/vOf+Qv83b/7s/zK5z/Pz/2dv8PW7jajIgelefebb5NlGS/eeJFROkEnodbh3Tt3WVclTgu+dedtDl95DqYpN8/vsalbtDTkiWU5Wga9B+MQleGVZ1/gmcNrXD844u47t5FIXvnQq+xcvcq6bfn8nTeYXD9iR0pGzjPe2SfNRiQ6xVZB8EUKgTeOkpZWBOq1tW3gxjjHol6zajasu3/JegK/3VG3HW/cvBMXGAPdVQgGTnmgEsc3+CDv1Kc3kyS72NXjliakIE1SbMQW0ixhXIwRUmC95eTsJBgN7xjlKVmaBNWgPAs0WRc+93yxpK4bWmN56aUPsbW1xXw+Jy9GrM9WXPMFOyqhsg2NramxlCsLXiHTjslkC+E9rTNkE0WeC7K8Y5w5kmnBdL7Dte9/mcNnbrCzvcuYlO5QMn07Zf7L91lbS0MocbUyMPucB+Uk2ku0kqRFgsPhhKWzFcYJjNUoGYwE1iCcQRLwFYHAdu2gMtR0bfAOlCLPM7QKtRu+LxESApSIYQTAhaKgiOdjvQjPSo9MRE86JBcJiVboxOPKNlzLtmUqZ3HBhpsqUENFHkjwivE4oRYGpT1C2KCJIHWgfstg8JWCcZLibJgfoyLj8OggFBY9ekTXtUExKs8i4cwEEBmPVMGbtAi++OWvcPPd23ztN1/n+eee5ff+/j/Axz/+/fy3/81f4ez0hIfnS1YnS65evcrRlStcv34d6y1lWWLfqpFdi2gqypNH3Dl+xOL0FNHWTEYJRZEzHRfccPfJkgQtM1ZnFaPyjOZ2zRu37zDf2Wf34ID9q0ccrxbo0Ygf+MHvZ9E0nC5XNMsNh5MCpMY6z8p2NE5graeqO1oRvpN3odTdxTlct02osB2Kvb99vC+MgLWO02UdQ4DAruqLXwaRRe+Dv09IH1rnh1x2UeggBxVd116wMnGgdSBuKA86TckSjdbBTWrqUMLZdB6pgvFxXtOZNsh+DXX5ody4aQ1KZ+zuHdE0LalImHhFoRW1M1hbY53BNgaMxLQJLhkF6q8UFKmkyCWjQrA1DoIbkzwl94Rqvq6jVQY/9qixIPeWxncYguvtrIlU3ADcIxKE1CRJElxgH8A/03a0rQAbXE5rQsjgrQx5boj57ACMdk2LUMGTsEqAD9oCuFCj3xcl+T474P1AFQaBi+Chw0fPIFQy9qKa1lma1tKZmrYLGgJpFQRSRaLx7kK01BMltFxHoqBVDryhbauQxtApUnlaY6NBEiRRm1I4iXMpaaqwFqxpsV2LEAlKJsGQGoPttWR9rMiUiuPTU5arDaenS/b293n++g2+/6Mf51tffY1vfP1r3HzrTarVKft7hyEk2NtiU67x3qG8Y5qlTLXCLBac37rFZrUi61ryPGOcp0yLjJmTjLKEJMk5aV0oC143kIy5+vyHmO3tY5KUVmmSvGBrf4/FrVtIZ0mFZyTD9WmdQ+Joracxjo1pA9s2VtqZzmKNCSB4a0JdiX+fGwEnFLbYiwKZYlh8XoBOL/P9L3TemtZA3P3T2TxyCOKCcD56FIppWqGFRQjY3dthez5jb28LJaCq1pSbFV3ToGUotEmURqlQXPPwwSN2dveo6oaHD074m3/rZ7l+/Vl+4id+kv29Q9Z1QyUtTDVuYXDthqSsmTUaYVNU27J258ymOUcHUxK9YF5odnfHjMwV6kcV5u4J5z/z36FUwUYl6BEk2wkb78hsS2Ib2qiOZJE0xlK2LWZjSKQm0ymj0QinAC3QOudscUJTVQjr2JvvkOokkIe6FovHeIdvuqG2IlCOwRjBxsS68z4VCLGOwg+GoA+JolsRKphjOBA4+DWei9DOWkfXGiaTSTQMhuOHQeUpFNjYQXEY0atAx5Jt29DUHYuzFp0lqCRFxfd46xFekKUpEDaAcp2jCFmk+w/uUxQFmS0Q8RyFCl6NQNJ2NRaYbG2xs7ODkpqzR2f8nb/1c/zwZz7Ln/n3/wP+3J/9z/hbf/1v8Gf/z3+Wh6cPOTg44tWPfoz53ox3br5NXW6YFzkvXb3KVlGgH56Q3HvEpK7JlOJgMicjQbeebmcLp1NaUux0zLuP7rPp4If/Bz/Gs5/5IWRW8PnXXuMTn/okWZbw1skZr33zTWZ5zpW9Pez5OVKnpDJhpIi7vAk7XAPCxVqRDmzrsHWDKTt8Z5HvTRN4fxgBqST5JItg04WYYyx7CwbBMTwfgKKgCRhGiJQ9ltZeSDpbK1hadVFt9WhDtmgYPVyyPRtTZAl5Og+uqgkST0G4UiK0ZbYdLGqW52xvbdM0Jffu3edv/vX/mj/yb/8RkpFmdnTE6p9YNNtMizmrdglahrqCtAhZjUmB3t3jaP95ZqOMaao4u1lD7fBtg189xCGxQpCcO0YPNagEpUbU5YK161hKaMYZTRQQFQYQDtNZTtcbnBKIVAfkGB3kp5omEAmcxAnPYnmOxYdQqgusSWDwnIAB6Ot/BiCwB2SIwYC/yEX33lp/HO/tgC8EvYVQfVhvquGeBwHTIMXetm0wRvEz+8yDlEHWXXiJVilYcC7UC4RzC/91UULee0e5WrBangMieAdskSSKNBmz2lS41kelYItwFuU9mRRgWoR0zPKUpq65efNN/tu//df5t/7Q/5DP/tQP8+/aP83P/L9/hp3DfYrpmLpuqauauqlxIsi0bUyL26xBCFKlyL1gG03SeCgbnJlCmmKE5PT2HV599hWuvvgSP/1v/Jt89VvfYn12zMdeep5ucUrZGaqypGkMba7osgI9GqF0GsI2BztKMWpa1qs1KxwmekbW1TjfgbBY1+KFQ6Xv81LiQENVw04Sct8BgbZ9as/1YUEIBwIu2E/ckElw0R26mNyCxjDUunfWULeWsmrpjGU6KhiPcvIkKrl6h5CWIgsqRMV4EsQn42K4ceM6xnQ8enifN978Jrs728y25uwfHLFcLKmqmqKYodOgb+CAzrQ4LRFZhixmWKUoO8uy8tjOIzxBydh7Wg+FdbSNoFYpzTij7gy1M7QKOqMwPpRGKy9jOoS4gILSj0SG64cEFxh8vXQW3mNNh/EObBCZuCy11Y/L2vj9a8TQF+Dx9wwa+sPfYuTW3xt/8dMrOPey6KEUt9flv0Rfj7/6qAcmuNTnQfSGaUhqxPRwSEsGDQY3fAZ4nDXUdcV6vRqk0mWiA94hg4dk2gSpg2ZC4x2LxTm/+bWv8SM//Fl0lvLKRz7My6++wt7BPkppzk/PKKuKpjU0xnC2XGGzjHmakI7GICS2Cl6MdR5vDN6luMRglGQ23eWVD3+M5z/yEdKioKorqqrmap5xdn5OVdUBb3DgEBgC30RZg4rFAN5ZZAxHtPBBFMY7vA1KSd51OBcyRDp5nxsBISBNg8x1eBxSUgDCeAxguECSESoiSMErcNH1FDiEV/EYAvC0dSC19FoAzlnqLgh3LBJNlmqmowKtBFrB2RIO93aYjscUsy0k0NQV52enXLvxLLOtbQ4Ojvirf/Wv8kOf+xQ/+eM/wk/8xI/y+c9/njfffJOd3V3mW9t4Ibn38AFV6+icxUrBquk435TU6yVvLBaIrgkyZEXCRAhyIciMxTUtFkttO1ZSUktNlypapWidpQW0IFTdJSnjQqPTFJ2m5KMRVV3HfL4jSzXjoiDPczblGrextJE4Ih67B+Kx3y8yNFy4/99238QTWZqL1z95THjcuPQNZIY05RPHGPCgy+EHvQGRw2bR80V67ckLryZqHKYpbdexfvCAk/MzEAKdaKZbc7KoOXF+fh7Or/CMdIGWimpT8trXv84/+Se/zJWjK8xnM37qp34K7x3GGm7fvs1isaRuWparDcvjM3ZnM378M5+iVinl6Rlnm3u8c3qK8h7lBK71tIDIU37k9/8+fuz3/z72rj/D3/3vf4GTVYkTgmVZUzYdm6rmfLEMOpB4qrbFtU1IhwuF8CJIx5kg95ZqjfbBs8K2uK7BtC3ONGR5zmSUvef6+xc2AkKI68DPAIeE1fsXvPd/TgixA/wV4DngJvCHvfdn3/loHkHXm4Aoj9WThgIRxrsuMgUFzkXRzL6m3l3sRFJeAFY+uqEyymuJvrLOi5A2xGI8OBH1/5RCSdjceYRWp8znY545ukJazNjSOXmSMN3a5eDKNZzWvPGN3+D/9Rf/K/7kn/yTqAR2D3b4B//g55mezJBKsy7LQGnuWs6nc84engaBDy1hPMcWY6yzbJKcO+sVTV3hugadJ2gURVtSCkcrJa0UdM7jbbjaBkHrA2e/6IVEhWBxfEq9WeO6Di0k6/UK0zZUaSgEEiLo4l82AU/zBi4PFVH0x+7YEx7A5d8vL+TLx7j8nsvKPk8e78n3P2Ykeo0EKQcj8OT38JdAsMViQdd1NG2LTHSQT7cGwRwIykxt2/LOO++QKM31w2sh/ehhsTjnr/6Vv8L21hZHh4e89NLLAY9qao4fHMcMQ4rUOVKlFFs77D/7Avrqc5w/OqaVGbOiYFqM2ZpOyXYOmO3tsbW/xzOvvkw3nvL1W/f4/K9/lb2jI4pixN2HJyigqlqWizXbu9tkWQFIqqaiM24gigkXqjrTJCHToW7EChglIKzHtR2JMIxzze588p7397vxBAzwH3jvf00IMQW+JIT4eeB/AvxD7/1/IkI34v8Y+I++04F6ZVkfb+DF5BBI6dA6tIVSOlBce2PQN+8KiHJwDpwjFLoQkG3dTwxrsCKSWwgEI4TEIemcxNtQoRcEYS1SWryUaH1GliUkUtDlLujB6YSPfOzjCNeALfn6N75BMRrx8ssv8c/+2RdZrzd0xiCFIk9TMq0RxiARZFqRpzl2uhMyCd4idUonFLVUNFLhixwhFLZyiNjNJ4mKvt45SALaq0XQVBRCRB67CzGq6YKklxBUVUnb1CgtQ1+BgW/xnY3AkwvxyRChf+69xmUg9/J97p+7EEURj+363+l438ZReEpYEn6/ADB78FPG8CD0arCBhRkNibWWpqpoPZynp3Rtg5JBSbkuSzarFYvzc0xnSdJkwEQghCxB5k2waQ3v3H3Alb19xvsHfHg2Z2++zXQ0ZjqekMx3SEcjsvGIdGuH0hpWrUWkBVJneKGDKpIQtK2l64L8vXNBu7LrLG1nMNYGxWgnUBGZ9V2DwGGtw5oWbIfEkmlJkWlGRfqe1/Zf2Ah47+8B9+LvKyHENwg9CP8Q8JPxZX8R+AV+KyMgJKNiFPKcvr/ZIa7tiSi9HFhZlpydLwAfi1pEwATEBVMqJrSC/LV0eBE69UDwHoIMtw5180phkFgXPAohPNILhPN0q5rz5W1SrZiMc7amE/IspSgKPv7R7+Ngd8qzV3f5z/+LP88f/IN/kFdefZVXP/JhvvjFL7JaL9nZ2mVrMmOcFyQeJnlOkReMx2NmOqdzhs4ZytEUKVNUkrMsN2RFgZaSJDdBS1B4rPBRIyBOQBs0/0VMr61Wy1Ddhg8lvlKiBGw266AOjEdIQvOWNI2km6fv2v24bACMebpQ5ZNhRP/6ywbgsodweXfvH/fG4fLP0z4nFIZdBo+hp4o/HmqEcKMnmimtyYtiABGsk4NWJEQuStdh2o5H5gHnSegyNZvNEEC52XD//n1u377NeDxmOp2yvbNL0zZBGsyEcOV0ueYLv/6bfO6zn+WVl1/mBz/xA1w9OKLIcpIkxSU5q3LDqirZGMu6tdRCsn/tRtAAtB5nWzrvMJ3HRwKVtZ66ajEu9HTsjAnt11zgZ1jjqNo1PtbW9MZPOEuRJYzylFGRfNs17cfvCCYghHgO+AHgV4HDaCAA7hPChe84jLWcL9YhK9UTfsKRL5pqRhKJtQIl0kAYchd/EyLIcYsBMJQhV21t1OmPr4tHHhR2jEXpBKkUWitGeR47yxjarmWU5nR4js83bOrQKGM8ajBfe41Xnznkp3/qX+f1b97m5tt3eOfmHf7dP/XvMZn8Jb70xS/y5htv0FYVVw4OePH5Z3l09z7nJ8chV90FFqCxlsZ2NF1geW2lGbY1eCHoiD0CHCjrEX2DVoKuXR2Lpbw1QUYcKPIigHiEnTAr8mBEnKPpGlpr6GpHqrKBkv1eO+zl3TdNn76TPG3BPg1AfNprnzQS/XjSS7j8/sBMdIPWYw84PhmW9I/n8+D2dzZQlrdn24wmY9qoIO29Z2trKxSXuTVVtQFfgLOYNnSjEtE7ffTwHju7+0gp+eQnf5DXvvVNFufnjMdTrPNcu/YMf/SP/zFe/fBHmM3m5GmOT1OWxlCXJev1WchhCWi9xwjJaDrnx370J2mrGtt2+LoFZ+mahs16hUoVre2ouxorHE1n6NoO4TxNFSog18sVs4kCrdnERqtd19G2LZPJhKqqWJ0vnnr/4HfACAghJsBfB/5X3vvlEzfNCyGe6uOJSw1Jx7Mtyk0dJm7fpBNAMAiDBs65ugAH+wT1wGQnElTEwFuXSKTsSUbQM9LCBHERXIQQIIQUU9M2IVXlYm+5eHTjwXhJZ6FuHQ9PFkyUQpmOz3zuR/jlf/pL3Lp9izfevMkLL7yEFJK7d++SFzkiUWzaisrUtLaJMtZtIOoYS9t1GGexHjSu36SxQqK9QHqPNB5hAyHHE3Zma9rYrcmhpUQJGXOpF2k9J2LnXhk770RthuBQPL5wBqT+0nha7P/keK+/fZsReM8jMKSCLz/uj30ZIEQQ5OFcvDPv4T1cTjFqrRlnGbOtOXsH+8y3t/nWm28AYJwbys91kuDbDrwbiEXGBCl0FQlJSknG4xE7u9sUt0LnKoFne2vO0ZUjrl+/wWg8RShN2XYsqyqeXzBE1rvQ5yEC31KELsKJUiRpLNbyDpdlFHmG8ZbGtuguhURG4R2DcgLTtHRNR1lsKAoR04FB5rxpGpAVUme4SMF+r/FdGQEhREIwAH/Je/834tMPhBBXvPf3hBBXgIdPe6+/1JB05/CaD70BQztw7/yFEVB9m+lQeDLc6z5siBcyPEdU3A2GoZfZDn8a3vhYOkvEmyjw4BxN3QZ6LH1sGU7EofEorJO0naOqS97pWtr1is9+5lO8e/se9x+d8IV/9mv8yA9/loO9fX7l858njYKPq2pDIwxGOyyOxlpa09H6js4bjAspzrYJDSwDVCpIvUA70BZkpLo5PMYbjOtC7zuCZLuWKoQJsTowuL4uEq9E6AIU++U9bbF/px28R/yfuP+PvWZ4Xspv+/t7jR4k/LbnL51TX/0Z6kcEUsXQIH5knz24OIeLkMM5R5IkbG1vs7O/xzPXr7N/eMC7t28F+LnrgrBorDVxKnSfCg1WYpZDBhl8jyfLU+bzKVvbc8bjUVBkdpat7S0ODvaZzWaEduE1TWdYbdZonZBnOT7W9RvnIAny7cJ7mrpGC4kiZDm0AHxClqfUXYOyGu0SVJbSxX6OGo2P2YGmrFHa0ZoGoTPqqqaqKnS6CVWdWmPct1/jfnw32QEB/FfAN7z3/9dLf/pZ4N8B/pP479/+5zgWaXEpheEvbuJl19A5T9t2Ud1VkqiERKcDSzD0AezA2+gKaGzIqgKBKtx/nlIq5tRB+A7fhQ6w46IgkBCC+mzXBaNQ5CM6Y2jaUPhz9do1aldz83zB8le/yOELL/OvXbnKn/+//zn2X3+La1eP+A//1/8hP/dzf4vF8pzJaMTW9gyPp/OG07MFTRv6CeAlbd1SVw2nj05DJxksjexwVpBakE6gEZHG6wEbtOtkgtAXHIHJqIiICBjvSGWOsYaqabCmI1UJSVbQxDThBbHqglL2NPf8cjrvaY/76yqEeOqOf/k175VZeDIlGK5/N5xfX1syVMvB4AVeNgIBLA3neHR0xAsvvMCrH/4w/8+f+YucLxa82LyEtTb2gkgoBEGuzoZUW38tkiQUUhlrWK2XOO/Z2p5z/dlrpKlmb2+Hw6MDvvGNb6C8oynXfPFXPs98dz/IqE2mdMbS+Jr1ckkq1UCbwGhQoc1Y21QkWWiZZkxHaww9e7LDYaVA9M1hRWgf55GoRCF1KHpzIgiLbu1eQckgKWZMqC510bN9r/HdeAI/Avxx4KtCiK/E5/53hMX/V4UQfwJ4B/jDv9WBpJSMxsXwuxABte272gp6oMcCG9abllSmSAlJIsnzJKCi1gbmX8QVhBcYC/QpJRnIIww7vw301gGCEDgbCm367IO3LhTHeI/zgaOgkoRVWaGSoDp73tWMxYxiPufHf+qnefDOO7SbDT/+Q5/lYx/6CHduv8vbN99CFwnGWequZV2V4Zydp20M3jhsZ9FW4awIdaBJ4N1bAvrsCZ5QiCvj89Elns9mbE2mHM52OX70iLIs6TrLyy+/QpKm1HXFa19/DdN1+O7pef8nx5Po/eVirp7o07/usQX9HY4H3w7kXR5PGoYB4Y+G4fL5PHnci/dfNBeZTqdkWYYxhlc+9CGyIh+ahrZtkJQbTcahkEpITLMIWNHwGcOyZTqdMJ+HvhZt2wSSW6IxpmUyGTMdj4PkPSJWTDqqusETNCEyFWsyhMCIiwyVd551zB4pHzzYnrnZCTe0oQ+y/BKZKKTXOONiWCcDFZxQB2EhhH9pgkWgvL8U+n77+G6yA7/E5WTz4+P3/LYOdgnZV0oOC7bvFiRFELoIikEdUoYLpVSQGgvtx0RA9mVg0AUU3YZ0YGyX1ROQAkMtxso+8AlEgMqjt+CjSyuH17roVot4blVVk0qFyBW1c1TWUhQ5n/jkJ/kH797i9OSUzWbDczeeRTjHt157jbqpaE1H1TbUXTsIhFSbBtG3+bGe2BYw3jd/iRTNMCGCqkxI9SmpmM6moQoxH3N2dhZCK2s5PDxkNptjjeH2O7dZr1aY9kJ++mk4wHci+fQLsd8tLz8/vO4pgF9/yD4+9vF6xtt/aSZdQv6jT9On/N57+ogh3OuvW+/tZWnoNHV+fs61Z54ZvDlgUJbKsozOhI5Jnes9jQtNi/7A4/GIyXjCaBRazAsBWkm8d4yKgqIoaNsG48BYh9IJm6pCiNBmzPR8CylonYPY4TlNM5o2pHWVEORZHsJYETQknfCxX6RHSQ2DGrQf5rrzYW6onmpN8IgCse47h2bvC8ZgWze8+8Zb9Myvvk/czs4O165dpxiPSZKEztlQDIO4tChFLJVksH6uA5zDEFpkI0LzUGt7rCFc1H6i9bBiSEsGngDOkaoUmYbUSueCW+qsxxgfOunYgsKkpFqyOdtgy5bnrh7wqR//Ud5+41v8l3/pZ/hf/M//p7yyO+PW8R1+48tfpGsaUimp64pqU1GVFU3XcYkMi9IJyksmTfQKgE5BZe1FeswptPVILzmc7/Pi1etkacbP/dzfZzQaIYSgqirOTk+YTsZcu3aFq9eOePAgtOaiCzLfSinquGt572MDzcvFPxchFHznxdiPwXg9pg8RDLG7FGv3IcXlzwjArRuKlkIuP+gWGB/7KzouvL3gnA3FTkl0sbUUjPKM1XLF6ekp63LD93/yk4wnYybTCe/euR0k1tOQ8i2rBoukQ9LG6aQ9ke8R5uVkNGU2mTGfzAeFJqU0o/GYNAtS7XXbkiqNayuaR/cRkd0qhMDbi4XYtsEb0YlmZ2ebugltzReLBbu7u0NxVc+elVKSSBW0IIXEK4USYcP0LojsKBl1pETvCTu0DBuNt+99394XRgAhQSZRzlnhhMA7WJUN9x+dki5CUYa1ZigUsZdksYXowo5OTDF6iUcivEB0EC7MhWsrohApAC62+vYE8kXShwIC6YIyrY+TL03SaF1BOokznro1KJUzLkYURcbZqkQVE7YOjrj23It86Su/ye72nB/+id/D2+/e5vzsDIHnxVdukKYZUmvKsg7gp9Jkac5rr3+Tk+OHbNbHQ3cc7z2JlDHOMwNNVmvNlaMrPPfsc0ynM87Pl7z11lssFguUCkjx22+/za/92q8NRjbLsiGP3rbtoMvXDxVbKvfu/2UX/PK/7+UxXOYCPC18ePJ54DF3/zIO1B+3f1///ED8uQRaeu/DIkwznIOqCg1At7a3mM5mFJMxHk/TBvluKSTW+wg4X8TN09kkdrUKPRWzNGU8HvPSSy+Spin37t9Ha82dO3e4d/9eOJdAWEApFToMGxOl3oOMurGWLBvFrI4lzZLgwXh4dHwcjaQnL4ogNx4bjPSEJiFlbIgjB29UiguvuZeHC0C4iN2Q0ijDz3eqJH6fGAFC1BU25n7ChVz4ar0eUN6ebx4EP/3Qd6B3BAVPMNEI6GtkxQzJROFjBdrFh16EJC6QasK+HHADYos0SaDpCkFoXx7FOy0E6S2pMc6S5CNmOztcf/4F7t29jfPwyqsfZvfwKo3xLBbnzHb22d7eYTyZUlU1Sqckacbu7h6V8VjvWS0fPrao+n+ttUOPQxVbpwXj0HH16lXu37/Per0O4ZMJNRebzYaDgwOstWitI9AaDEGaJv2FGMKMi7sS/n08hu9DgKe4+ZcMwZNEILisGnXx2v7+9qMHEZ9c4ENqmEthjL98lkQdiEhwsg4dW8iNx6HNnBfEpqzRK4whmWkjT2Nrzs7udmwySgAL05TxuGB/fx8hJefn56RpymKxYLPeRH3MoObsXcCQcB6huEg/ak2RF3RdRyc7tE5i1sPQNN1QDyGEoDMWEYHL3hMQ4jJILoe/BYPY82WCerZzIRQIXk6OHGptnj7eF0bAe4c3AUBBRKpvXGjNZjmAUv2kamNsJYRAXkoHCSnRSRpShv3MSNUQP/UTFQB3iX+u1TDxrGiCzUCgUAjtY9cegRdt6AUXswy9rr91jnVV4YXn2uEhzrSMJxO2t3f42b/5N3hwvuKbN2/zfT/4WZz6Cq//97/A8y9r1GjOdPeAsYUky5jO5nz605+GbMxka5v7t7859K2/vDs750jTdFgY5+fn/KN/9I9wzvMDP/BJRqMRk8mE9XqNMYbnn3+e3/t7fy+np6d885vf5NGjR0CgDysl6Lr2sUUIFzF1n5VxMRy6vENfLux5MkzojVOe54/hDpczC/1zoU9CMtyDNpJ06roOqH38nPCeoIHYX4f+mL2tv2gbL0mUZLVacb5YsF6v+dCrr7J/eMB4MmazLjHWIJWiLivOz87QUvLDP/I5Xnz+BZIkYbOJbb+swToT5OrKitVqRZ7ndJ0BISnyEVls+HK+XDMah0Yk3kvKsmR7e5ujw6tsbe/hIrb14MEDNpsN1jiKYhSl8FvKcs1sNhtCgf7aOme/DYe5PLI86Bd2XRBo9R60Stje3ibPc7Isf8/1974wAkJIZBZThEpduOqeuNsTeuXJYPEsHt0jSYJIJBIxZLDDInXOYVyGj3FU39Ck9zaEl4EijIyeAgPPvG9E6l0wPonW6KRA9UEpoKVC2YqD3YMAVgrP6uwRaaLRSjDKEn7gEx/n1jvv8Au/8Av8W/+jf5NEaSSC4+Nj7ty5y2ZTkiZ55Al4vvrVr/LgwQMe3H03yHBNp6GtmtYcHx8DUBRhRwl58xDXHh0dMR5P+OhHP8qDBw8Gmq8Q4bN+8Rd/ka2tLU5PT6nrmqPDI7a2thiPRpyfnwfGXAy3Nuv1gMsYE9pvi5jDVtFNHsRfojugojy80pqd7R1GozHjyXiQAQdii/agAyHVhVSZUip0QRIidDqKbm2apty8eZO7d+7w9ttvU1Zl2MGFIM+yAb9ompAyHo/HvPzSyzx8+IDVes1qteL+/fuMItX36pUrKK3ZrNdIHKMsQyrJ8aMHwQvY3uJjH/0ws9kcIWA8GYVdNpAW6Ppw1BGMMIKqaTg9DZ5Bmgb3ezweI6Si6QLoeLh/wPPPPcf5okRKQZZJtra2EELELE4b51vCaBSEV9q2fYxDIcS3Myl7z0gIqDYbhPBkWRY0ET0IofAutLcvy/e50GgA9AItVfQxUO8Cez+wdsLzDG79xegls0N83zv+IoI3Xly4UULIKKMdj9NfyHgciUfFHHOiNc7EGyBiwZL3YWcwhnpdsfQtrt6QaBX6JHhPliWkWoUfJVF4Hj24z/LsjFGR87GPfISvfe1rdJ1heX6GlJqmbaibhuVyjTWGzeo8nFH0fvqctVKhpVgfr3sfVHUPDg7Y2dmhLEvqug7CIyLQfYUQbDYbpJTD7razvc3RUTAEs9lsMCpCCFar1YA79Hn6Pgy7zA+4XDLct4HTWrO1tR29gIIsS4fwLkxqEclfYvDMlJLR0wkqyf3x+rAv0Zq27bj5zk3arg2h4CUtAu997Ca9xbPPPRuIPj607C7LEqUURZHTNDW0UFZVyPhYAz6IpWzPZ+zt7JCmCU1TxTDBIYUaYnLp4zxSoRdjkibBMGoVcaZL2Ep0TWbTKePxmDRJILJS8Z40vdCzrOsqPI8n0QnWdvFx7JQV9q1LYdal9G30no0JXbiUjJiEDyGqjtf1O+G57wsjIIQkKUbD4x7pfKzIJObDhQhqwX2O11ob8YEI7gkRUdsQE2l5Od0E4IcccJ8WvAiZwvN5qkgSTZYltG2MS30HnaHrWspyw2q14uz4PufH95EIprMJo6IgSxKUEiRKUWQZBwcH1Kslti75tV/5FT72sY/xQ5/+FPNxwWuvvc6bb745qBmXZcn5+TnT6RTvYuqq64bF3O/6RVEMll0IwWKx4Pu+7/s4PDzkl3/5V3j48CF1XaOUYjKZDL0ZHz58yHK5xBjDlSiWubu7y+Hh4bCwsywbsgVpmmKMGQzP0wC7fmL2xuEyYPdknr8/337x9s/LCHgCzGbT4b42Tc0zz1xle3vO/v4ey+V5EH7tabHD/BHs7e1x48YNXn311eFYZ2dnmFgjICW8/fabgzH1xlB1oVX61tYWz1y7xt7uLsuzs0FfYDQKc1JGkA0lcWGtMplMMF0A79Lei/WQZVkgYsXvebh/wHg0oqw2eG/oYgOcJEkYFTkCz9np8XCf8zynbcL5J0nfTShsPiEl6AYY67EUbPx105UsFgtcbNvH7i5JGlrQvdd4XxgB6Q1Zc4YgxLz9Th848nZwOW3X4Vy4IOVmTV3XgSJZl7RNS9e1tE1oQCGjO9+YEnzI2fZplyRJybIcFTnhfTwqlSRNUqqypGsbmqYOpbhtQ1NXlGUZdPq6FqE1aVKQ6DzsvHWNs4YkL8iyjDRNmI3H+Mhdn43H3H7nHeaTEc/fuMbR7g5fXp3zm1/5EtYGcC5JEw73ZhwdHSGFoEg9t2/fZrlcUpYlQgjqOlBCgfg5KcfHx3zhC19gNpvRNN3QjPXk5ITT09MhXPjKV75C27YcHh7yoQ99iDwPcWI/2fsxGo2GXb0HEPuFefnnSYbf5X8vv+dJctDlx977IePRx/n9YxMR8t5ovPzyyxeGo/c8ooHqr8X9u3eYjse88vJLPP/sDfKiCJoDIgCGfYp1ezYNDU+8ZzabMd/aIktTuq5jNp0GNF6pS3F5uDYqepdJlg/fdXd3N4q9utDvsjMkacpsPuPO3Xep3qhYrtbMt3cHo5zO5kEpOtGMi5zTXvS2rsLuLQStbYbVHTzCaERlYLrSF1EJgekCXTx0104uAaqEMnP/Pu9AZLqO8/v3IrBhgtVzHmM6mqall/82nRn01NumwXQdnTGx6s8OlYFahQ67+BTbtnhAOoXQIdbUXqG8QtjgXfSus1SSbJziW49rHMIKiiQnUwnjJKdIcry1CO8YTcYk6Qid5MPO4r1HKEWWBiMwKnJstPrTyYSmrhiPpyyWK2aTCbPZjGtXr7BYLNjenjOdTZnNpqHyzXuSRNJ1Hefn52w2QTf+MqLeA6Zt23J8fExVVUyn88FVTpKEqqo4PT0dqsryPGd3dxdjDetNCD36FJf3IY+vdXJB2eYCpTfWXDAznY3IfP8+N9ybfjwJYH0bUzBY+iCSIYJSkkcGwdfYigx6MFGzt7c7pPIGwx3/1oPfzjnms8ngrSRJgscNc6gP/6bjcdxcIM/ygKJLiWka8iwHBJ3pkLEzlvce60HFFmd9o1yEoCiKEN44hxAerRVSQNs03Hr3Xc7Pzzk7O2cynbF/cMDB4SF59iJaJ2gZOmgF/dPQJWpIeYSLf+naAVHNudeD6P1bY0Kqc0hXinBxez7Nd+J3vC+MQNe03H37HYSAtu2GXaSqqlga2Q0tyL0bKF1x945tt5PQjDHLC/I0je58Rt7M8QQ3dzyekmZZQHL7BhsuaBX0gpZFuoXIM6y2qEQyHhekSdDOd9YgpSBRmp3dLZwQOASj0YiiKNA6oW0bsgjkJUlA9INRM7HddMP5Yk2R5TzzzHU++0M/xLdef51rz1xlf3+X0agY5KK3d7bpuo67d+/yzjvvPJZu6t3uvvficrmkbTvG4+nQhq0PG+q65tatW0gZAKkrV65wdnY6NGi9LM3VYwHweO5eKTXs6heVnI+TiPofrVUEAEN5dp/KutjV+p+Q/krQA6gWUPHH6co9LpJlWZBBt5Y8zx87595D6LqO8XgcMAYftSfjfApt5hnWWNBeDM1JegCuU4rxaIIxlm65HMIcAG9Ch6QkSVisIngq1eBJORc7SqVBDXm5OOfXv/JlTk5OWCwWeOe58eyzvPDSSxzs7TCfb8VeDhatJCJNhnDMRwwshKiOC4ZoTINcuubgg4y6kPieJSsuZc0GItrTx/vCCHiZ4rdeRGvNNEnI4oSwcccXQpDloVBISxV+YkutsBsERpkUMk7Ai2yBpgviIwKCDkt/MSJQKENTzL6tmYy5VqlCRsA7E2+ARQliqsaEXgARaKwNVIsNPY1zVAQ+g7c2NPOI5zTbOmBUZIxGGdPxiOdffoUfqDb85f/mv+adt9/kK7/+63jv2Gw2oS2XuWjAKoQYuAH9xO9d4B447Gv++1h+s9mQ5zkHBwdcuXLlIsb0nqoqQ4nteBw0CeJO0af0nuToXy7mupzr78dlwLBf5E/uPpfTg/15EK9jMBYiehrmsc+EvnakRQlFojSm7YZzzJI0VlN6JpNRTOt14Z4CiVZBuar/vNidSHofePUA1iJiuq8sq4FPYTtD3/7W+rA9G+NYLpehOnFrKzQDWa2om5rxdIrHcXJ6zFe/+lVu33qHtu2GuP7u3ducLxckieJjH/s4R0dHzLemlDHsrCo7AH/wZHUkkZzxbSsoYATCYb3B2osQor++MlbGPm28L4xAlqU8f+1qXNQiIO2RQRVajoVCDSllaFmuAnCnY1zIJVrAgPgLohEw9HVtfWOSi8kXXtunmrx3CCkiW0yglcc58MiAEkeeeF/SqkUwSIhohKQijWh4r13nXOiyG7oaa4oiZzwq8C5UOiZpwkc++tHQO9B76qpESB0EI525hKw7epKIUv2iD2FHDxgGqnA5XJ8kUWxvz5nNJozHBXmRxY7GHakeDTwJFXtA9ovbxd03VGe6xwzCgNpfwgD63bsfSlzwCKQQA4lGxhheKRWo3pcmc2S6BgBYxJ6HIu5iwQ/GBx4oXE5PRryo3wSkVPQA/bAI4u99HYD3wZnsYgHXxZxwuC6Qri6YqUHO3LpQ6i1VyAR4Z0gThbOKBw8fBbUfpZjNZyRJysmjY44fPsRZixA+hnchtDBNzZvf+hYHe/tMxyOyPI+Zp9BD8YJi/e0cDCH660FMXYaHfaGwtJ6+p9OwKPDI71EV4e/YyNOEF64fRTfNBmYeIIVH68Ad78GdvpfgZSPg5UWPwMvxppChRrsX1lTqohpODqmWkKLqugBiBeLQBZHGeSITK7jg/cTVSUImNalUEHPaSZoynU6p25qma6nqisViSV5oDg7ngZ2XpeRFynq5wsQuRx/+yIfZlKHX4dnJaSCFOIfydjBogohn6CTgDaNQT5FojVQhe+Cc5c6d20gpGdU5ZmvK7u42s+mYNNVkmcYagSCUGPcLOdF68CistRgXVHh6z6NfRJ0xJFqTxKKcPjwoomvufHDVtQiuuAW0CqGGi/IsSiiUUNjIv+iBR9/PaLjoeRgnsvegCEVCUvZy9OKCcuwdilCRF+5zmNaDoQoP4sL2wxzw3jy2wJxzA6d/wEEiYBleH1LRQvZViqHqfL1eRoKOp9ysyPIRp6ennJ+dhrRqTKdmWVDEct5z6+Y7vPDcc+ztbHN09RpSeITw9B2Y+3O+CAFCmjoWvxAKKPr0eTACwjOAh/3374fw79195H1hBHSi2d3fHlKAcghpXOgFIEJX2lSHXKt1F+hxZ7phQg3uZk+jBOaTEZNRwfb2NptNOYBNaaIGuWprHcWoIEvT2K8u4BJeCEDSGUNZlZjOxnRRMsTFIgJDl1lwWmrQ4BKP8Ctsa6nWZWCZ1Q31uqTIc6QOLtq4KPjcZz/Hqx96hddee42zszNsV1OoLsa7F2AghPtujcPT4Y1BkCCsJJGSo7199nd2EFJGwCrIrLddA13gQBRJThIXymVPyHlHqpPHsgI6CYQT03ZszWYhdde2aCCP2IQQfTtzj9Sa4I1e5Mx7t77HJyCk2ILbbh8LDy5P4MvU4/53pQNZ6cnRL9jNZkNVVQMQ2pNunkxX9p99uUw57PyGy17NY+nOSw1ZA+YQvL/r169TVRVN08SirVPOz84GoDRkpJLY2Cbk7R8+Oub111+nqir+wB84ZDIeI6WiLCuSLI14T3fJEPqe2I33F7v6k+Sh3pQOtPrvAAgO6++3fMW/hCGEIMkU3gVXRip5sVPjo8VVpDq6SV5D3eBwWGciMUKEfnpJENns1W3wDme60Poch47EFGcMjelibJ2zWa3YcFHcEhDVkI5xzsX+bhYUOBlupIuTo7OOzlg80DTtMKmVUGRJhlYy7I4uur3W8/D+w4HLMJtNmU2njIqCtm25dfsW5XpB4sswUX1f3NLTYz19H71Q4ZYiRFgYSiex884FUch7N4ivQAgtEAyVejoaNQVD6W0A+CJjEkmaZIF4ZYMhSdN0yF2btovueOBzOAjCr1LStiFnrpUmSROEERhjabtAh5YxdIkzgZ4ME86zZ4z2O7fD1kGXseu64aeNufdehOTyYn+Sn/DkAofLkuaPY0oXGhTxnC7hHgGYDQvUxdqKcC9nnJ6eDcYuz7IgBx+5ED31d1TkVGXJ8fFxyN5YQ1lW3L17hzwfBcORhgasj4u3hHvflwv33oKxJkigD0b0MubCsCk+bbwvjAAClA6xr/REVpkYGIIyTihiYY/0IYZVVuFijBbwgggYisGVIPRn76jranCplQyCEj23QCBisU0Ag/pwyruQEgKBGVzDPt8c1FscHqFarLExw0DQpOvz7LEXpOkMzrhhgp2fngcV3Dwn0QnT6ZSiGHF05Qp127JIFe3GoWK1pLNuOCcfd9phV5J6oLNKnaDojWX4n4jhjNZpWFjO4oXHE4hWQulh8iidYF0okkrSZNAeUDJoPEoF2gfarrWx8SUWJSLgJwixd3SbezzAChuptuHamgi8qXj/4NszDU+645cFNJu2oambYfcdMgTeDx5eDw73C7qvDPw2IlqkowtB1KlQgwFQSse8vEAMWY+4IH3wItflZjA2gdL9eHVmf3xi9SsEfKBpG5bLJaenJ6RZRtPUnJycUBQVaZoxGo2Ga9SrI18YMR8bzBDvdfjufjB0UVOjj1/f74xBvEd4G2NB8N5iTYgpFaGhArjH3Lc+Q1DkxbDjAXSmo2svoeoydGmtWxt3eTcUYyRakyjN/QePIj8/oTMdm7qKAp6QZ6MIPkqapokAkUfrNFgs4QcNBB/rtgOeEVKJ6/UavA86CFKyu7vLlatXqKsW62tW6w2L5YoszxlNxjz//PN8fGeP09MTfvVX/jHGB8PjcEP1m7WOtr0IiQKYZYbdKI8MtqapcDGzoHVMsREWmcrSkNdGsJ2NECp8h+PjM8ajglFRkM/moctN3FGc7ch7cpW/WKwzGBSam6bB15sIhCVDnUNZlgMLsSgK6roeaMj9IjYmvL+nPffpz8u7upAS0XuKUpKNCorJ+BLH/vHd/vJi77kFPcX5Yre/2PnzJH3Ma3DicioOIgw/hFHee/T5Gffv3x/SraEeoENrTdM0wyLe2dkavtd6HV6zEfDWW29x48aNwfAtlwvatmOzKR9jYgZSVEqaJqFDVlHEmoWMPE8fC5O+naz1PgcGnbWsz5cDwovv8/e9rpyLOd8+zRRQ4z6dp5QagOZA8WUoemmiTI8QoXQ4TCYbF0QHPhBKqs7h2xopJV3ncEgSnVC2Hc41WOuDXr8IKHXVtHRdTWdC1aFSwWKnSRbChphOqusaZwOxpjOW01XJg9MFt27fGZqBeDytMThvY47Z0XaG8/VFHUCg717k0K0N36NPdbnIZ01TzeH+PnmeYtMclQZPCgUu0cHwJQkqDeSYRCccXb2CFIKyrLhz/BvMD+ZMtrfY2t1lVOSYzrBer3Eu5OdHecHZ2RlFnlOMciajMYvFgqqqcM6h6Gjr4Oq2JnSWykdFMOIA3iG1CmGDsyGME6EPhFByiInhshvfp4If71zUjydj38t/f5LT8OR7L70rell99B3y631YevHex0OLNEkgYkl9jr/HDbTWTCaTkEo0LePRGJ1obt++M/Apjo8fsr+/x3gy5caz17Gxx8YFc7IPf1qsNZSbls1q9fh3ioKivZFNkmRIIV9Oyz5tvC+MgPeermkH56X/Yq5np0UjECaCD/6179VoIvBET7C6uFlSCIzwkdXmY+Ub4INL66zFWodOM7pYFOSJsucInJe0XRtdbY8VQdikrhvKckNTV3RtFTyGPCfPckbjwCkP+W5HXYf20aFzkkUpjU4ecn4e4kAT+yJUTR3rIYIX44WCZEJd18OE0DoZqvguvqsLHRa8ReBJvWALgZYaH8OqUIEJMlXoNFKmk0CbTpOEYjoLrmaaIdMMdIJIM7LJhPE0kI9sFChJi4J8PIFNiSwK9HhMPptTO49LAklqd5zQbNaUVc1qucQTFYsC5D1o5fVMtqFoTPqL6sJo4Hul6YEPcgmcuzx/LpNoLrxgcSmvLuJG4i9wlfji/iWeoBz1VCMhHgcr+znmvY+EnzBf2yZI1oeQNIQDeZ4znUxYLc+HYimt1QBIrlYrmqZhPJ4wnUwCryDO47btBu+hruvQPDWGG4/RuPGDUlLTNANvJItgpFLvc56AEBK8HIoreo5/XhQXN/gSOt7vehDyyjoJue6wMPqiol7CSuMg7KRJAMf6iq6ua3Ftixeh01EAZ0qsDemuPuvQ38iz8zMeHR/z7rvvcu/ePWzbgDUDE282m7G7fxB7CRhWm5Iyyoc1beCTN11LWQZXOOAcwVVHXriYAeUVtMYBKV54SKAl9GFIYh2ElKGy0TmDd4EPIbXEpzkuScFbnPQBB0k0SZaQFXng08tk2KlMTPNNkoQrN67TtC2LsuRqmmGVRuqEiU5Y3r2LQpAphU0S1sbSbCqMSmgRiGLEfHeXT7z0HLYu8V7w5S9/maau8U4MJCZjuoHx2JO25KWW9E/u9Be05UDaCnPmcVeeJ1hxvpckfixfHl/Tf248Tu8pSilJRsljn/mk0OmTOfsnqyqrKlQg9ipAeZqRpxlpkqATxXq9HEBDa0MPAWPO2KxXjEYjkiRlvQnpxjRJIQK8eZ6zs7V1CTT1A15ijGG52dB2IRtSVSXn5wEr6fUovtP4nWg+ooAvAne8939QCPE88JeBXeBLwB/33n/nM/HQWUnTQVm1VK1DJ4bxWJJml92ZuLCFwHRtQIu9C33rZY+MCoROQpZBgk4zPMSSWI+1Heu6oizXsVKt4R//419kf3+fw8MDnnvuOaRw2EGe3NPUJY8e3We5XCGE4OqVfY4Od9kslmwWy6CCLCRta3j06ITGGJrOsq4qDIBUyDyn8mBkgs1B6IuyXCti+CIFSVEEsE5Ixmk2EIKKoiDPRwPY1tZBrtx0HcYIdncPmE4mjIqMySgn1QqtoFqvcLZDCh8mogzZk0meR/4BmLqCImc6GvFDn/kU7757K+IhGZPRKFShacV6vR48kf2DA9abNWVVYZdLxuMRo/GYrd0dkixlPs75kR/7UVSiuX37Nndu36Y1HVJIsjxHKUkvEz9kZPpsQ3/tueBIBG7ARSn5MHWeWJhxTg6/PymWcvl9/U7ef37QJmi5MCaXKGhCIWX/ewgRAg4Du7v7lGWFc/Daa9+gqkIXoDwPNOX1ekVdl+zsbg8iKUeHh5yenbNarSnLktOzM5RO2Nqao2PIaY0Z+BYAzaXPDqShcKZKKqaTMY7x4CH2XIgBR/Oeh3fefeq1+J3wBP6XwDeAWXz8nwL/N+/9XxZC/HngTwD/5Xc6gPOeprN01tN2lqrtEKKm7sxQi611MuwCANa2EStwGKUeJ/8MWIHExdpqYzoQfnCt8J6q3HBycsLNt95ks17SdQ3Xrl6h5yqkiaRuGtbrBXdu32I0HnN4eMiNG89ycnLCQ+9p1xu0VIF95oMwpY1ZA+M9Jt44mSRIJEkm0ELEhaAiwy3U1yspybNs2GGKPImAVspoNGI228J5T9t1PHzwAO8N3gmyLAB5RR7SkU1d4bWmmE+wSYKTRNHJcJ2kBxXRZR8uDqaucIliZ/uAve0tmrajrSv01ows1SRJymw6Cei7lEwmY4wN6bogiBFcTx3ZhFIptra2uHr1Kk3TcHJyMiDmQ7kxFwvxyR9gMAAXKPfFDt6/v8d/+vXaH+8CFL/kEQzDX/rbRX2Ci+k2IS4+pz9mb1cez8vLIRydz7dompaiGMVjBn5LXxrdNM2glXAhInpByw7VoSWz2fTbrwNPxzyCxkU8JwRKXHAywntCOrgncr3X+G47ED0D/OvA/wn490UwwT8N/NH4kr8I/B/4LYyAsZZNBFQaY1mtVzRtsMjz+Ywiyjn3IKFzIf4NEuOCVMuLNKgPSrNKhpwvzsaeg44000PKcG9vl+OH93n7zW+xPjulqdaUmyUfefXliLomjIqC5eKERw/v8o2v/wY/9Xt+mo9//CP8xI//JD//8z/P8viEtqrJ8gIVrTdKoZIU5T2VD0i+UBqVZei0GNDs2WwrpppCzX+RZSRKIwgCGVmqmOaexToAQHlWsL9/SNt2LBdLzk7u02AQwrK3s4NWgq4uWdUVq/NT8jSlePllFIG1J7xDC4lGIJ1HdKG0NBhPT7la4E3L3s4Wh7s7bDYlt+/e4crBLokUaCk4ONijKmvqumY6ngCeRId4eDweB+agC63cMhlwkqOjo8EIBFmzUGew2WyGHftJReMhLOivKY9LmT3GiBsMRlyYMdbvw4GLGP6SG3/5f+IimdYbGt+bHs9jC7Uf/eM+w1BVFbu7uyFkPDvj5s23MCYUez3zzDPD918ul4P4Sdd1tE3w5kIcH0rERcSd4PGW7P3nXtZcHEh1ESj2/nEj8Pi1/N7xBP4z4H8LTOPjXeDce983PrtN6FT8HYd1nrPFJjTaMJ4sn5OknrOzMx4+XOL9Aidgaz5HJxoZXeLLFjpYcYGKsS4E7TypI6BIikCBCz+1cNw9rXl4vsaLgNA3Xcdbb75LHo1APsp56+brLFfnjOcJH/3+V9g72uXe8SPeevceZ5sSn6esbUvnHF5KRqNRKDQRgp3DHaqmDey90YgXX3yZ5557npdfepmz0zMePnzI6ckJSaJxvsN1QcOg2wg2QrCRoe9dlmWMVMb53UecL5Y8enTM5ngVFo+H5cmazlq8hzTVtEZjreedWw+4fu0QKRx1uWE+HQdg03YgCnrku1AqcMvrhvv373Pt6lW25hOWyxH3b99iNptxdHSFaaqRncRVHu0sI5Ugspz1ekO9rvDWMxvP8M6ERi0kZLnm6rUjRqOcL33xS5ycnLJarkgSPbSPs1JHtSBL23ZDPYQArLGxnkNftKh7ios/IAKCQJCIC0YnSfR4eMxg9KHQMFwEFoW4eB2P/fptj/vTCODeAoCPfvTDfP3rvzm85t69e2RZxnQ6pXMGh2RTtbzzzrtRnSinrio2m5IsywcgWGtNmuYDO/WyvkKPBwzZCwTWBgBbawWEJjtP1sm81/hu2pD9QeCh9/5LQoif/Bd4/9CQtBjPaKMajLE21HBLRZYXVFVNZ4IIY5jkARTre+1BKAm1LjQQDfUGgVjTNh1ehsKbRGY4S+hV6AySksViFSZdUZBFdD9QiwO5pzUdp6dndLZhe3eb3b19kjTj7HzBelPRthYQA3cAH3ddwEuJTjOU0qHcOc8RzlFvNpw+fMRysaBareiqGhvdZIRAOM9qvcQaE/oTVEEVaJNvaOogIrlcLIO2AgFU7TMR3seiEy9DxqFuIt8/pNaMMaE7u4DOxL5+IgiJIoJSb1lW1FVNmqbMZ3MWi3OqsqIqS0aTMVoqijyjaxukDOpJi/NFkLcWIuo8gE0DGp1lQYAz0QnPPf8cRVHw4MEjFucLnIjhgOtTahqt/RDvDqnd3mXvd+bvMKHxl3Y/KS8W+pOgXgwzeqe//1tvYL7Toun/3i+yvuZCqVBWvLe3R1VVnJycRKDZRl2DsGhDODW5WKQikNU2mw0PHz6MfIqMyaSNgrIX3lLvfTz9p/9+fvhO74WJXB7fbRuyf0MI8QeAnIAJ/DlgSwihozfwDHDnaW/2lxqSznYOfWc6lNIY1yFsEIooxiOsC9LRXbehOilJs5TZdBovavivKIqQarMWaLExHdK0TWhJLSSZzumaEBoIb9gsShZnp5iuo5jOGI8KxqNRJHckeA9VW7NYLMnyhMODq+xs7yNlysnJMVUZetPjBc4E0lDQGggFI8jQ5TbL8lA9l6SUqzW363d5eO8Btr0gwXjnyIugx5cozXqxZLPZkKggb61j/te5kDJq6vaCOCNEYC32aVXnhvC5Z9dJEdhmbdviY717YEcqhAqupIxxelXWrFYrptMpu7u7kbjSsFqt0GmCUprRaMTx6QnjyTTqHRq0DpqMdV3RNAKTBqZlno3I0qCo++EPf4T5fJu8GPPlL38lGGSCOGyfzw7u8AVB6XJGSMKg5fdkncHln8uZgyfbll9+/ZOu/tPQ/6f93o9+YV52v7XWHB0dsV6vuXPnTpibvd5jMQoYkFJcu3aNk5MTVqsVSqlBE6KXRuu9hzTyOULlaDrUIVyu3Lz8nZ92nr9V/cB304bszwB/BiB6Av8b7/0fE0L8NeB/TMgQ/Dv8czQk7bqOd25+KyLSBX3JbJoVSEIBiwSyqCfgraMxFdaEFt8nDxpCLOdoYr7dxW49eVbgvaCpW5q6RUtJnqUkytC1G5QUbM3mpIkm1UH8cTabYJ3lG6+/gXOCw8Nr/NiP/iRK5pSbhvViw8nJKe2mAhs8DpVopJYIFxRmHIEXkGUZzjjqqmN+cBAIHFpDEhh7zlpWqxW2qWmtYWtri+tHR5Rlyf1Hx7Rt0KVfr8toNHzMZasLdzoaOiF6TrkAggrvcrFEzMZsz2esF6fgQ/2EdRecCUPg50srUNJwfr5EKs2VK1eYz7fYbDY8ePAgSGHr8D2VEmSpZjQecXS0R9cabFczn++xWC4xbU2aFxR5gRBBs2F3b5/JdM6VK9e4e+cBq9UqgoVBWWiI+13Qf1T64jtZ51BpoEf3FOE494YceL+oe1T8vRbFpTn8bX//7Ty+nHu/XKh0eHhIXdfcuXOH559/Pqb+EtZlxXodZPEO9vbo4jwtyzKwUY1Bx7RtudmwiqImSgeSVx/q9uzBPrukkyTwQKQYDET/up5N+z0JB77D+I+AvyyE+D8CXyZ0Lv6OY1TkfOTDL1PXNeV6E3LrTcP5ekmiQ+FKlmicdSgc2I6qLJECtBJYb0kShdYJk0xiTJCU0loCGuugyyR6axx16STWlDSNpaktzgYNQWtarl65hrEtZVmyXi/Z3d/hytEVjo6u0bWGzXrDer0K2YlI0OisRWUpSieBcOIclkDxDd2RwJiw2Lu2C0U6xgTGn3WD9TdaUUW9PMZjirLEdhfSaV2UV4NQrNQLVUSaC9AbgQvXtqoqijyNkymQjKx1SB0WgXV+MC5CQJYmNG0b9PXXm9B3z5ggmlFXQYItz8myFO8sbVOxu73N6elpMHqJpK0JPIl1SZqGAhq8x1iP0prxZMzhlSOECCKpfdUmXGgXXCZ+eR9xABdFB3jcHb+sdPTkwv6tdsGnpRif/PtvNS4Dmj1duK+g7MOBLMsYjScxjx8k34J4TPtt3splD2Og/ToHdANgWjfV8LtOQr1LX6twWaWpr134nhsB7/0vAL8Qf38L+Mxv5/2jUcH3f/xVlosV7968yamwYFvK1QZMi9cpRTEKuX8PwkK9XpKlKekoRwtPpgRZqkjSBO81CE+SKOo6hBM2FUxH48gatJRVh1IpSho2q5quazBGUoxSlqsVq9U5db1hf+9DXL16jZ2dPc7OFqxXK9abZZCrxuOFxFhH3604FAn6SAeWdMQF3LZh52s68jSjqcvwGufDTfSR1KM1OlryLM8xssOaUKjjLHgZjELPguw7LPUpII9HXrrfVV3TNKGVWaITvLNY6wcjcFkUVIhAgW3bjqqqOD9fMJ9NBimvqqrQSRI0EWKnX1sZDo+usFmvcNYMaSrrPMvVhtl8NnDaOxu8kF74tKmbAQhzsfYiSQJxKOAbF/Ue9EVUl+Xon0gv9uO9jMB7LeinPf9eGYGnPe5dcWAwSP259WzALMuYb+8Mug2XjcBlr6a/J/0u/yRRaQiT2sebt8QDDI1cLhuB/7+gDWsleOmZA9yVXUayxT13FSkVs+mMb37zDW7efJevfPk3ePbZ50Ifd69xzZrOKJStsbbh4fGKut4gpEOqsKu0XYuxCmM9TdsghMWZDtM26Cxlb2eXvb09xuOC0SjIgCEMJ2cPOTs/Zzwp+NRnfpAPfegVbGc4PT3m5OQhi7MTrK0wXuKcpOpaCuFBSVpr6GwA7ZTWwSPAQ+QSdOWG88WCOrbHVjJ0Vo75KE5XS969ewelNFkxGTAD3AVDrM+RX56WfXdaEf0AQXBX66qOdfwto/GEpqkpN2uSXiYbLoltEOoZrB3qNpIXnkNpzfb29pDim02npDqhKjfUdcX21ozt+YTppGC9Omc2nuCt4+T0lO3tbQSSNNXkmca7oIXw/PPPo6QkTRK+9a1vxdp7ixABFHbW0HZddLk9XkATOzl7LiTY+93ycgrxSVT8SXf4SSzhaeO9jMfTXt+n+XpPAC525Z7Dn+cB+Z/NZsxmM95+++3HMgE9d6JpmqEwqZd9uwx0qqi+9fh9C7qC3jFwEi5/138V4cBvewiArqVrGzaLU5wPFWjzccorL13nYHfGKFfcvnWPcl2TJgWTcU7XdpTlmsDqC7uK8x1Sh9bviVbkSYZHUBQJQtowudqEsmxiXbohTTPGo4I005ycnbBaL3Cu45nr13j2xrPsbO+xXK4CrtA0VNUG5zq813gCJbfvc9d0QeQEIRD60iSTgrKuIg4QLX/k9Xe9pQdkv5ilpbNyIHsMLv4AaoW/WSdwQ/vsPu8df5Ua0ziatmW1XjMZ7z0GvoW3CKyPO09kwTkZ1Hu6rmO1WpFlKZPJhM1mTdMEkHA6m5ClKQLParFkOpuSpSneWNJE45UnzxPW6xWhM85W/M4eoUO3oL39fbz3rNdrHj4M/RM3Vfn/o+5PYm3L0vw+7LfW2v3pbvvaiMjIzKjMalnFkkiRFEVKlGDImsgDQbZlGW6kqQx4YgieSAMPPDBgaGQPbBgaEJApyYAhGSYokSVADSVXUUVWFbOPzOhed9vT7nY1Hnxr73vey6isJIoFRG3kzXfj3nNPs/de3/qaf0OqZeGjRNdPRn8aZQToNAJ8xoB4vJMeC5Qcz9Sne+2oGfjzpPo/da8eYxRg2qlHGbbjlPy4qTnEkmok94gwrSy/488xQuLHICCiqZL9yJhQGIGTQrYehXSO9DOPUJaEKE/3Mz7TVyIIBO+xvYzKuuYABJTP8Lbh0aMnnCxnKOW5vrpiv6vpfCDLy8lfPk0NOklIswKlU0yqSLOExaIiS2cxpbQo7bBOFvLtzZqqnJGkOXkxo5rNSFLFFy+uqOsDSZLw/L3nnJ1fUOQFt7cb7OAYekvbNIgNqYCURmgzIFiHeEP4t24+Tde3cVcXeW3ZtWURjjuxJ1quBwf+IVWUCeIxKEpKAIVAp0WPL6bKYZqvyah0sBzqA4rLSMgR8oqk3SKhlkas+zBImeO8pKJ1XYsHwmJBkqaCU99umc0r0X0EmrpmMZ+TmoQ8TUmNAROoypyua8jSJO7yMu7TWnQll8uFQGifrGm7hsEONOsGkpGAo6bgOGpBKIg3dngrTf6yBt6XAX2me+6P6AUcP+6P+t34Xsbae0zFRy3GccGO2kCj0cjxRGes+4XUJs1lZ63gRLIcYwS9aoeBIfaJHgKSR/adtx2jNQ8KWz/r+EoEgbZtWd/eM18IRDjPE7I8xfuBzfaGvKj41rc/4tXrK37yyef8+CefsTSGYAx5NaOaz3i6+BrzecXp5SllKS6yz997RpmUBOeomx3W1fR9S90cuLnZ0neWYQgkJqfra7a7e168fEPXNzx58pg//+f/AlqlbDY123WNJsENjvV6TWpEfNSjOT89ES89rUi9zOQDgIv0X61wLggmXGmioaGowjqHSqJ2oZLSYbTNxh03nX6aVIMPeBwuiCbiaO3lgkijaS9iIs467u/W9M97jDaURUXbHbA2AmoSTUjN22ly1FzY7w6AoihyTk/P2O+2vH79mtPlimpWUpUZ9f5Ac6hRIVCVBSbRJEYzry64urpi6Guaek+WFZN5BwTyPOP0dMWv/NqvUFYFL1684Lvf/a6kwQjwZaRhSxNUHUnCvV0CwIPEGPw0cu74Me9mAsfn9d25+s/KGo7T9HEiMb62MYazszPevHkjRKKi4GKxYrvdTqPAtm4muI82hqCln+MGCRpVWfKbv/Fnuby8ZLVaMQxDlOHf8/LVC/b7fezdrGnbPnpwuCkrOTaQ+VnHVyIIaG3QJiWgefr0GYd6hw8WkxnqrmW927P75DO+9s0PSYqK7aFjs2tZLk95dv6IrChYnaw4OV3xwdfeZzYvKcqM5XLO3JQo72jaHe2w4/7+lpevXjCfw4EO53qq2ZLr21tevrzCmIzHT075+tc/5MMPP8QNgb53FMWMN29eUdcdSiX0vZ0QY9Wskt1giDcgshn7wZKaFPHD9mil8VHHDv2gBx8GT9DEHF4ChsejYzP83UbYeJEjemZKAyefgJj8OSWKQCHIGKrve6pSnIIH2xyln9l0A8UwgHVObOGNoe86DnXNarnERPGR7XaLc5Y8F/qwtZamaUSvsTCENEGlIUqHSYPs8rIUwpIbrc2EWVdVJfBNFsslTdvy4sUXtG09LapRWanvexFFTaU8WS6XzGYzZrMZTSMOUdfX15OACby90N/FE4zHcd38buD4WWYq7wYhYEL3ZVnG8+fP+eKLLwDecpFWSkU/DTuBlkQ8RSTUZE1I0B/1H+u6pmnlc2kjtmsXFxdTZrY/1JHiXk/Pfdyk/Mr3BLzz3N7ekm5ThqFjs90zuJ7BB9qup25b7u43fPObldT31YzeaqrZjPlixnJ1wuXjSy4uznn65DFllZNmIrntG4u34iqa5yVVNWcxX2EHTd95FD3g6dqGQ30gyzIeP3rCs2fvsZgvubnZMgwWY6BuDiIaIc3qKBXlSFJZRNK9jlBmRYS4BlD+AdZKOEKlSbombj5qUrENo5QYR4g3+VPGe06GAuNNdaS5zlHd6kf5auEwHOqONCtZzGdk7ZY+KiwTUoJz+CijJc8/CnJKg67rehR62l0O9SE2qYg1qphoKiBJ0higpFQS080WawcSk0h9r9Qk06W15mS1QinFBx98wH6/w3tP33YkaRJJXwN108p8PMnQSUpZzVisTpjNZgQU/SCirExBMQYARmRelEnT6q1ywx9lFVGThgmyeLzIIwhLTr1cx7FJO2YrznmImIHZXEbSg7V0vahPj3qIfbSDH6c8LgrEEFmVSosL0+gp2bQNTVNP7ysQRC5Ni6NzYX3sEwVGIdWxSfllwe34+EoEgf1hz9/+O78lAI9EOPfOe5I0w8cT2/YD//AffkpRVixPTvnFbz+LO1nDh8+/wbe+9Q2ePntC19Q4bwl9hz30/P0/+AMOdc0sMgCrquTrX/+IEH5M29Zsdw2HuqHr1xA6VssVv/itX+Jb3/oWoOn7mrZrgcBuf82hXjMMHVpnol0fNEk1o68bhkFqfhGWlBtsONKaG6zDB0tQ7oG/ogJhVLgNCqOSuPsolEnjHRdvMOUjtn00/VRRZjpy80Ng9OdTBAl+SYLSKVrDi6sdpjjl0bPHhP6e3bZj6FuCNugil8bguHtocXequ46gNSbJ6KwlyTIWqxX36zVJNG3t2obRxdkoz+AUXgU6O/D48pGkrNsrMVudL5jPZoyYgLFmzbKU05MT/qk//+dp65bP9Oe8efOG1ckJu92Om9s16/WexYkhXyQ01tN6yF2gvttwc3PNer3m9ZtrlosZRotIKsRlEwJZmlCWJbPZjPm8mur1zWbDfr+n63sOrZ3uy2Pk4XHD8d2vUbl4zArqGFRMkrBYLcWGbH1P13eTTqLz9u1MQoUps/PI2Hi5WvHJZ59Oo77xb0cpuePjGAswshTfFVn9w46vRBDwAVqvpUnVg6IApWlaP+1kRmVUi4KLyzM++Nr7vH79gtms5OLiEb/5534V5z1vrl+yWW/FG77t+MmPfsL3fvAdtFGTmaWMV2QHfe+99/nwww/5m3/z/8swDJRlyWq14lvf+hYffvghL168EHMKBbvtnqbraLuWpmtJk2xqTAZnYWQ2GhW7uRpwqGh57FHkRQldTz809HaIMNAEr8fdF4bhwYo6VS72+GILcUzt9MNIEaVABxHPVDpqIfRxR4HZYgUE+rZht7/hfpOx3lasSjFAEUQeU+CR9xHAx2wkAn1AgC9JIig0f0RqUUphnbj+BG/Jiow0Amb2+z1GG549fsLNzQ1aQRXFYmTERRyRyfjLuYT3P3hfRDTOzvj4xx9zf3vH+u6eq5tr9vWBQ1NTlSUvX76QZmbfc3N9Td92zKqCWfUBaZJgHbzl4mMtdO00ts0ygeE+evqEpxHbsD8IS3IUMB1n+e8u9OMgcNwTOBbxCCFQVdVkItt13VQufBmmf1yoY8AZgUTjz481Nt/tY3xZ2TOVh38aegIBsEEhguMGRUIIWuTEY9WkteH8/ILlck7wjtu7N8wX7/Ps2QV5aaR5t9+y3m7ROqFte9bbg4zdlGLohXwzKhnPZrNJfmmMrMYYLi8vWS5XkdF1hUkTrHXsDzVDP0R1G0nljTEkwT8AMozmgZ0mF8JoIbw8CN1IE0ij0EmCTpLIeXio7ZWJUwBlJ0SgqB7qhzM2bqIqNs0ialAIdLH80PKXKgSCClg/0DQ1m82a80dzsujCe6hbsBZtRH78OBiI+k0v7MahwmhFkprJmKTre1KjpfTBE0ISVYjFp2/oe1SakUadhL4T0NRsNpPPSixbYk/EGM352Skh1sGJMfR9x83NDddX1+S7Hdv9liITwQ4JnAOH3R6Cx52d4qwjZMT6+mGxOu/p4jW01pFEzcWiKMQdKFp1jbDcMeiOHIy2baed+Ni34BjUc+zt6L0XTcbISTkcDm8t5D8M13AcBI6btWOPZHzc+POfFQR+nuMrEQRAMQQDQZOYHO+ipjsm7jSBXGu+9v6HBHpev/qMH//o+3ztg8d885vvsd/fs9lu2ez2rLc7IMH2HkzK8+juIhjt/STEOOrAP6DSJAh89NFHlFWF9XH6HnUC7+/WdN2AdwGjZZfLlSHNNLOyjHWlm7rz3kljUI1GHsEz9KJEk+Y5qdZRU94Qhn5iTkpASQFP3+0msNCU/sU5uSJODIgCqs5Hr7xAaqQcQUPX9igF3itAU9ctV29u+OjJkjTLyJxlvdmJ/FqSkBc5SpmHANC1BGfxzrJazgiZQWuxVXN2oK4PrBaLCFSSXd32AyoImlH0H2UhzWcz2qbj1atXfOtb3xKGgw8RDRgbczEQE+Czzz9jsZzjvePzzz/n9evXKKNI8pREPfgaWmvJowSX1go7DHG6Yd+6y5wNQuf1nm64n3b249n+ycnJlCGMAqFjjb3ZbKQJF7vyY30/7szHo8IR+DMFO6UmS/lxQb/bWBwbgSN+YHz8eBxjEY7VmN4NDl/W/PxZx1cjCCiFiQYaRVZge4GQzmcF1vbiqXeyQIWeV68+5//323+Xb33rI07mp9xerWlakXay3cD16ze8evWGzXZP0wyk2mJ0mMgUEwGjEKOI1XLJr/zKr/DZZ5/R9z1/9a/+VQ6HhsN+z2Kx4O72nsNeCB5d18dmoOJwqMGkpHmFTlKSNCe1Hu+tqBn5B315rQ2Jd2RpGbkFspP7IH38WZ4zmqNmmUhHZ2nKyfy5pKJ2iK8/TI06ay3BjQ0vTZJkaKOx3ssoTmuCF87CeJMnmcaj2RwC9+sti/mM05NzfFDUh5rBWvreopRkYMaITHmaJBR5QZoKrXXoes5OlrRtQ993EaYqga5pmmkHHvsTzlr6rmO5WKGVEGOur65YLFZUZfXWTQzi27BcLvj6178+QZqTNOE//o//Y7q+Be/obRcba5AmKXboCMHxwfvvkaYmBr53rNLHxl4ArRNARx0Kz2A9/VBzf39/dFuqKSDkec58Puf09JRHjx5Neol933N/f89+LzJhm81G3Kej8nBVVRRRRer09PSIB/Lgvj1mF+Pv4KfBTuP4813dw3cDyXH6/6cqCIQQoj6+o/c26uEHrNUMQ0uSFMyqFfv9PfvtBtdbvvHBN5iXK9a3O/rBTnTMm+trXr96yW63xyQpBitEoySRhl3s3qdpQr3fsdusmS0Xk+f9p598wu3dvchnA/vdgbbthCcfL4IxJkqAi3rv4Dz9MDBE+SiJ5tKJXswrdETfJVo6xW3fYt1oqiEXret7nPWTzVaWpHTVfCL3iM2XxBYVglw4JV1kncR5sDZYL5Tbt252pXBB4XqHUh7rPfdrcdXN8pI8L+m64cFKLNqKi6npg+ejHQa0AhMdg0Ydf5CJQCDQ2TaiEkVDkEhVbtuOqvRiC79cUR9qyqKCagT1MAVIrRVZnnF+fs7Lly85Oz/nF771LZ6/9x7XV2/YHyRAH9fkZVGwWCy5OD9ntLU/TqdBRRiWfC8J1UhUkm77KC/2kKZ7Quij5LedFJ/H3XoEiBmTcHJywmKxZLlcTT2ErusIQXQL27ZllIgfqdPjAj4uER6mFP4tJOEYLN597DH34/hv3wVT/azjqxEEvGdoGpQKdL4jSQRVNvQ2BoEFWfaY+7s7msOWeTnjF775i/gAt1c7tNbkuUTmq9dvuH79irqpOTtd0cfZt8yr41aA3DibtSC78qpkMV9QljP+6//qv+Z+s4768XJzZlnOarliiKOfkZufJClpnssIre9oI1EkS1PSxFDmGctFBQTaFnAO23b0+w1NV087gNGa9WZLc2jwY4dfa3KTRD+DhCRLyfMSk4jeYpLlJKkwF+V7HYVDRKXYBYdDkUahVVkYHWgxc729WzOrZszmK7K0IEkahgi0GTHvRVGQGhP7j4qmbiAE0mi2IuaoIjCSJMJvH3pLkkRreedRmcE7T9e2dFXHrJoxny24vr5lvhjeSaUB5UEJkWq1WpGkKauTE05OT/nFX/xFlILus5bLy8u3SDvnZ+ecnJzw6NGjqX4fxTxkdMYUBMapxPEM3cdGa54Xb6XTI4+i7wd2u/1bC2wWDUBmsxmnp6fTjn/cNxizhN1uR9PUuIiRGEFN73buxwV7bKl27L70hy32Lm5S48Tjy4LKH3Z8JYLA0HdcvfyUNNEE1eHDgFKeokiZLyq817x6/SnDAE+fPeUv/+V/DmsVw+AIPuVQN8yrBfNqRpVl+KGm2d9w53coL+l4GjMBiCc6cq+TJGF9f8dtkoJSrNfr2PRLKGYzsjRnuVxxfnqGczKHTozUvVkZps52VVVkaYpWcNhv2ba12IQrCE7S4abZ0zYN9aEW997EkGU5T589ZVVmzDNDPwz0XU8IHUY1uMHRtx67cSIhBqA0WVlRlDPKsmI2X4qZSJKidAo6RWlD0JphSEXjMElZnkjTTyHmKYemoW5l9p4VFdqkZElCUeSywMJoA2ZxdmC39SwXc5QP6EDMEhKSRNM0XcyCMvb7Gq1VJM4IMrJpLev1jsOhRWtD2w+8fPWa9WbL17/+9TiiG9BGAmxdH3jz5orb+zU2qvb8j/+n/xovX37BZ5/+hC8++5z5fM58PqeqKtn5u56mrqeS72FBOEbPgun6h+iiHI4x+2DeEesYa+8RgffWfRsRfLe3t7x48WJ6jDFm0hI8PT3lyZMnsQnbTZOCkUU4/ve4cMcgMKoUve2K/NPoyHEicZxVjM917EvgvRc3rC85vhJBQCkFrqe3DpMBStKypu0ZXMB6w+l5xi//4i+zXJ4yr1YcDi19P8guPDTs6h2d1aDiACgi81KlCM7T9m10EJKWsguBXovQp1IwDDam6j0qiNTVYK245xYFtu8n267EGBKTiBBJqlnf3YhcWFOjgaFv8U4owMQF1HUtSkMS4aRixiG7TT9E0AiKoBJ0piAkoGVRqCDEojQwpazKGEIQpiT1AV/XgCbNC/JC+hQqSQhDJ/yISjOfzWJJ4SiyVPowGPKsJHgYzADeY62AoHxsrCkgMSnWiv/fhg3e+zgGFMTfeCOKW2/AGM1gA7vtYQL7vIiLOTEyNtVx0ayjktIwWLRJpBs/iKZDN/QURcFyueL5e8959uwp3/6Fj/jP//O/zf3dHbe3dyilsdEQNsuLCR/wLnTYh4g+jHqGQVozbwWI4x3zZ1GWxwBhjJkW3Ni0G9GTUj4kE48gz9PpuU9PT1mtVtNi7rouBr/6rVHiuw3E8T29a6M2vve3ZMaPyoSvfCYgjWxHb3tMmqN0QkCktTs7kJeKanHGN7/9S6Rpzmaz5zC00axkoB8a9o0iGcRpR3zeo5OQ9hIE2hbvrej2B2I6JmlhmmZTDZkWJbYfsPR4RM3IDmJcGqIMl9aKRAs+3qjA9u6W6+srdrtt1O0Lkxeh7fuokdiwWq2YzeecnJySZQVd39N2HW3byTxPIR4FSSZpcegxR9gAPTrdBB+baXLzDk6ITT5AEaRGTeMI0QfAaBIdmBWZgI6scAGMSfFe+gZJkkFQ9J0EVxE8sWRZgok9guAcdrDsBvFfSKKTjlIq+u9ZjNFTzWxdYLfeTDfzfr9HKcnATk5OpkX16vWbmL57sTZ3Yh1nkoQsz8iLkuXJiYxus3P8owt++7f/Hl+8eMmb16+RJubDDjx0jrExeRwEnHNYF6YG4VjmABE9KDTn48V/fLzLIzgG6Iz4gHFc2HVdtG7zU7BYLufRT1Ckw/I8n7D9owfjbreb7NV30WrsuD/w1ro5IiyNgeo4aLxbGvxhx1ciCITgSRKk025ygjYEpUlyzfmjx3zjmx/xP/iX/oe8ePmSu7sXXF1fMZvlkVnnOdg1RQhkacnZo1PU9xRtXdMeQqSeSiegaev4evGFx3rQe87OLnj+/DkfffQRb66vubm94/OffMrpagUh0Hcd3g4E5+gDsrsf9oRgqff3qDBQ5glVUSJgJKQRmKU4X+DDgm9/+9tU1Ywky7i935CYlCItIPOUVYU2Cbu9KAcTIImswREanEYkotaaROtpcY5Q3nECIqKjgaAVaZpPElXKyo5e5gV5aqjrjq674XBoIGZPYRqryYivzAuxc7OWLJNpzTD01PvD9Jq77X5SsAkhaj4Oju1mJ0avWU6mFGfn55MkGjwQbcqylGuhZRqh4lRitVoRlMJ5SXn/9n/xW3z8wx/w4x/9kDdv3nBzdcVuu+OTTz7h8uKCxWLBbDaTMs8Y0sRMzcuJG6AUShvSPIlRYAThiAaETt92IPoyvsFxuaCUoqqqtxbcOI0JIYi8XNzt1+v1W881XruyLEV2viw5Pz/n+fPn07kdORGHg3hkHA4H4RE0zVvBaAwEYxn0FhnsT0NPwAdP0zdxJCNgDlAi/R1a7OGWH3/nd2UO3vVUBoyzHHY12+2Gzz/7CU8fP+Lxo0suzi/5tT/z6zx98oT1/T0a6VRrbWQ3J07ZtSDXFssF3/z61zk9OWG1WvH8+XO++73v8f3v/4CXn3+Oj06728MBpxPKas5idUJ/e4dPc6wpmJ29TxabXIk2CCQWTEQ7gtxvTs859JrQO5peoVVBkmkK7TEmQ2vDYp5GFCCoVCilWmlSk1BlmSADp5JEy+uZkVOuY6bzcLOK4YjGKPEnNEpjtMaqEYkW6LomllDSNDXaiOOP0ey6YbpGeSbBKJicATDeYFQiCzdJ8DFYKJ9KuTRbUpR5tAJXFEVKkhh5zypMo0QI7Mf6uG5w3pGYhPlsPoGXvPPcvLnl008+4zvf+S79MJAmhkdPHvONb3yDR5ePMInh6s1ruraj8VaeP1IAVNyhR7vx0WEKJcJsWouVXW705EKUZBnayOuPPIwQy7EsSRj9MIfeiu1YOhqlxE0gS8TVWHTwSHjoSY0ZAwH6ruOu7dBGc18UUyaVpRlpJudyVs1YLBZTmSCEolasx7qetmmmhuRxj+CYiPSHHV+JIEAA6ySdUviJb10VBt/v2d1f8fH3ApePn4DSaG+xnaXZ7Vjf3vHqxSu8ldHi5fkZz54952S14v7uluCFZJHn+fS8o97eYiFgkF//1V9hNiul9lwsuL+/4/WrlwK4iYg86z1JPqOYL1icnrPvHEElqCSjWpRMen9hvAmE/mO0mggr3otgpnMObfKpVhRRTGlgmkRSWGUU5AFvxbI9S1JmeY5BhDW01tPiCgomJwpDHH0pjFIYJUFj/DuBqAf66dTLeHbUKlIoEiUej1oZnHvAIxKUZB+Jia9ppOlYzTFGdO5UP6CMIUlTqmpGXmQPUO0koiG1oEGt9Vjb0zY1d/d37Hd7dpstXSfNw0U1jzuq4B2ur6/ZbDbUjYwhZ7M55+dnfOObH7FYzLHDwP36TjrlztH3nZynVCzo+6EnWAuhxx+RikJsaKZGYxC/CqUNJqTSk0EJyxOBFgukWsvJDCIYIuAtxcgCVJGs5II8v4xyHyDY44RglFWTctXLBAYm8FJVVdNXUc6nHX82m9F2Hf0gk5DDbj/1FUYn67GE+FPBHQhx99ERVeXjzD7PMgHxxIbRP/NX/ipZUXCoW2w8cW0jY6sXn3/B1avXpAqeP3vKk8dP+JVf/iX2u5Y0zbi4uKCaz6Kd15KTk5XUUHbA9T2Hes9+v+P73/sev/Vbv8X3vv998ZOrSlYnJ1w+fsx8dUo1WzJbrtAmpet6BvvQEBoNQqfPFdzEfxcOvI1BaMTKS4ACIulImpSjyo/2TpqCiAxZGlPMUUJKegGO3js6O+AIZFWJzjK0UbGhZwThaAx+sAy97ByqXMX0REXbtrHsAO01Bk1mZARojMZoRZoLvDZJTYRcy9eimk016TAMPFplFJmk/YKrt3Rdy2Z9T9c2tG3Ddrtlt9uy32354ovP2W43DMNAVZTs91uyLOXp4yfsdjvu7+958+YNFxeXnKzO+at/5a9Mo9qqKnnvvff5+OOP2azXzMs5ZVaKRsV6zfsffo0nT57y/Pl7fP7557x8+ZI3V1cslytBdk6ps8YoKFNQRJvvoiTNckZ+xdA7uq6l61tx0faiEemiJJt8XjBmLEF0ZJGLBJhJpGka/NFEQqno9ZhM7NLRr3AYBm5ubh6mA4oJ6n56espytWI+n/P48WPSJEUhpc1YLmy3W25ubmia5qfQh8fHH9eG7AT4vwG/imwW/2vg+8D/E/gQ+AT4V0MI91/+DHKEiP8ed8vRY63rRAW46weU0ry5ek01mwtCLitQStKu1WqJiqy0Tz/9jFcvv2C5nPNnfu3XODm9JEkTuqHj/sU6wkFnnJycRJx/4PzsjPV2w+effcZ/+Df+Brc3N+wPB0yaYgfLfr/DvnrBrz5+TF5khOBZrZZSQ0dTzTEV83agqiSrWK0WKBTWyihp9AkYU8G6rjnENC4gGPp+GARO6yzdbhuDiwhxZFlGEsd9KI1KErRJyGYzEhReKVRiUInQdQNgfcA66KwnMQm6yKgqTZ4V0qTKxMKaIACtNBX7tTRNSI2e4NDeWRbzKj5enJ3T1Agy0T10t1XXc1XHQBh5FGNj67Dbxfp2z2G/jwQkKLIVyUklQqOJYVadoJUi0QWzMiFNKlbLc8qy5HBoePnyJfP5XKS3tOaH3/8Bn3/+ObvdFgWcnp6hjSZJc54+ec7Tp894dPmEEDSr03M++LARL4tYw6dpNmVWeSLZDkoyLJ2I10KapKRZQkwOCd5R73d0bYN3Mka1g3Azbm5k/LfZ7ASKnReU5RzbHyQrjAE6ECapuZhKQAiT9sAY6MZUPqhxvQTW6zWbeH8opcizfOJBjNJlFxcXnJ+fTz2Bv/k3/+aXrr8/bibw7wF/M4TwryilMqAC/vfA3w4h/B+VUv828G8jMuQ/8/Be0tFjL/oJm+0cSgXubm8ZBks1nxOQ+pPghZeuNIpAXR+og6XvGl69eIEPmrJqSfdpNBYxbHcFddOQF5n4DCwW7A8Hbm5v+cEPfhD53IaiLBisOMO0g2O7WeN8IMsr0ryUqB48Rmmp/VTAB4fCYzQUeYrWBmsNo2W6i+IYbduy3e3YHw4yp88LdJrIc4xknERjoouR0SYSjlLp5GsjwiTGYLI8+vYpHJ7gx3xEHVl0Czlo3EnKTJNnGXmWyiKIE408z6mKgiTR4lTUd8KDcIFFnpBnCVlmSBKF8KUc3dAQuobQ9yhnafuAC7FrzYiV9xAMRmfkaUUoH7QSFrNVbA0EwOFjr0AHaeY67whBFJ2c9dHnT8XxqpCH6sOBrpUdtCjF+h2lIsIvJUkz5vMFyqQkacH9/YaiyEjipAIUGkQxKgbpdugJKMkKsoyyzMlSQ2oMWgXqw0xGv95NgaEfBk5Obie7uLpuZfwYBJCkURNYaZz2jI3qCcQUHhqT03BjbPTxoBfgOx+xDl6CVCL9mdlsRlGIeMzoT5CmD+PJd48/jg3ZCvgrwP8SudA90Cul/mXgn40P+/cRKfKfGQTGDx+8F6BKbFi1bS3NDSPc9i+++JyzswPvf/A1dtvdtLOKTJNHK0gTTZ5WKBX4h3/w+3z24jVZLkiuJ8+eStoVAqenpzx+8oinT5/QdJI63t7c0LYNs8WCsiypqorN9sC+rjFpzu/8zu9wenbO4yfPqGYLqbusZbVaRfow9H2HtX1Eh/VUVRVLgVjTbjfcrdeigNO0eB/4jd/4DZ69H6M2CNPNB5yB1eo0gpBE/08h/YWuG2iaVmzahkG2CR/omw43SJ1p4kQhiTfBSV5FLv2MPO3irHxAOUuR5XGWDco3hNbTW4sdepQKMo2wQupyziADSklp20NNPwhENs9zeiUYhPl8JimxD7jBkZwkZGlKlmZonUi/JHbn8U4ISc2BLEsJwdO2Da9ev2QYhFL7B7//n5IkmtPTEy4vL6QcbBvq/Z4kEadkUHR9R29FAXizWVNWM6r5AmNS7LDn/v6eH378Y548fsKTJ0/58Otfp2lanPWCYUCk2uv7O5quQ/WWpLe0Q0+RZxS5aCsmaca8yEiAxWzOrKo4Pz8nSVIOh5pXr17z27/993jx4iUvXr0i4GJjdmQLJmgtLNIQ1DQ+tf0Qy8IEYYaGGBiB8Db+YVw7Y8OwbVtubm4AeVyWZW9BnL/s+ONkAl8HroH/h1Lq14G/h9iUPw4hvIqPeQ08/qOeSCoy4dx751CJnoAk4CfllyRTU32ZJgkuBIah57DfUuY5SZ6B81gE466Voqn3HOoDg7VstveSQTjpOSxXCy4uzvmn/8JfpJrN+MZH3yQrcrqI7QfwwUl3XSuWixkffu0DfuPP/hNcXD7m9u6O16/fxNRsT9e24pak5YJeX19FKXDZ6NJUAlCaFaLVX9d0fY8FDnVLmh3ICskK8iTFJxl5WeG8Z1fX3FzfMPRSf7pY39tBmlI4j9Ga08WS07MzqrJkXhVkaSaYhkSgyON761x00AlSdm13LSAeEKenp5QRATni79M0pcgzIM7TnYMQUN6DzzGZ+BYUVcW80DjvOOz3aGUwqabIE+p6R90G2l5zdnJGkefy/tKcoesIpDwrzwTo5R126FlvX5EMmqIo+Zf/R/8iIUCiE54/f461DmsHwS7sd3Rdj3eB27vbqAnQ84Mf/oBXr1/x5uo1v/Zrf4ZqVvA0eczp+dk0Lbi/uxV+yGDpWw9GMVhLfailWWoM2nq2h1pqfgXBW9pmz9B3ZEZPTdgkSVitTiID8ZTf+M1/gj/z679J1/V87/u/x6tXL7m+vqbtOgm8icGp4WEtKIUeewcAGHQYXaX+kPUTy2cfpwBjOTEe75KM3j3+OEEgAX4T+LdCCP+dUurfQ1L/6QghBPXgkvjuG58MSY9FNENsnAT9AO8UQklONZ+TZylNXVNWVTxJQXaXLCXPUtHwHEdPXijELs5wu04w5NbJCG+73dL3HT/4wQ/42tc+oCxLPvqFj3j58iVNRG4FROXWaGmgZWnCfFbx6PKcqqqYzRfc3Nxw2Et3diwRvBdJra7vpyiepCnaSB2tjeFQ17Rty3w2R2lN3w8MztH30ggNOsc2ImF+aBrq3QPfoO96FILMO1mdUKQJRZZxvjrhZLmkLHLZsSLWQE+hSGrN1EUvxxBIVIpzIlSSZwmJCmgJyaKHEILUu7EH4pxoEIbY3DrUdSzN4NB2zJdSTkgPI5VxfBDC0dj88m7Ae0MIGm9H7fyAtUOkAAeUVpyenOK9Jy9ykSj3AYLi7Oxsul+8c5Nqj7WO3XYXWZcdn3/+BSZJWC5XZFnKYB3GGZZFEXdg8N4y2J6+H2h7kYiz1tINQ2yeepRWdF0bx44BwkDfihVenhqUF8q3Gyz391tmsxln53suLh6RZwVJmvKNj77J6vSEi+trfvKTn4g1uXWiBKWU3LIxMEm/aewXyBb5s45jWPMxzfjnYRL+cYLAF8AXIYT/Lv73f4QEgTdKqachhFdKqafA1Zf9cTgyJDVJGsYOepgWkZq09tI05fRkxaMnj+n6gdu7tTRykgSjNSerJXmakqUJaaJxVnoJtnO4ePLG1DgAWjtOT0+p65r7uzv+y//qvyT4v8S3vvUL/LW/9tf4L/7Ob/HpJ5/QNQ0mlfm9UQo39Niuo29bZkXOxfkFH330C2IvFoUilWJCf93f309CEgDt0E+AnjTLaJqWum6w3uFdwFrPbrOVrrEH7cXQwhOwQTrJ0lV2tPsDZVUwX8z5pW99xKPzc5bzGWWek6cJSgW86+n7TppWdiCMcuYoZiEX5KH3UOVTiikqQQ7f1fQdoAz9YKnrBhdGMouXx3gR5zjs97QR6orRnF2cy+juw6+TZTnODXRNzXy2lBrYe4auRaPxLuAGG2t8z93NHaPDb1GVPHv24aRFmORZvHdkZ8sSAQU556iqApMY+l7wA8Sscl8f5DwfZOp0v9nga0uep+TlDJMk9MMAweL9AFqoz6NqkoeJYzBaiokgqyfVSoKcTlFKAEdN23Bzu45NvZ/w6NETFosFp6cn/LP/3F8iTUU38D/9T/4TPv74Y9b3a5ZzGYUKKK0XWrZ/0A+QQ7Lid9bQ9P27GoL/KHoC6ud94Jf+sVL/JfBvhhC+r5T6d4FZ/NXtUWPwLITwv/tZz5MkaahmK7x3GA3EnbTvxWi0rCqePn3GfLlkFJTcbneEICdpHjOE1Bi6tsUoBByTaFoXaLpOiEH6ASU2nmBjjKC1ioIiT2UHTTO6ruOHP/wRN3d3WOdJ0oKympEXFbPFiv/Zv/6v8/jpUxarU4HKmgfKrfdSwgx29Nh7iNRjt1/HGzWE0XdAhEubrpNGWm/pNjX363v2dc3msGfwjsHJDnXY7zk7P+fp0yf8lb/8l1HB463Fdg1D1+GdlSalGnkJXnTt4sLP+h68BNwuNir7YWDo7UODCtE88EGozP1YilgXQTFy41k/QlUFh79rDUqnLJZzvvXRN7m4OOfx5SWKgBq1BlSga1vsMFAUJff3d9zc3PLd736HsqzE43FwFEUJRPt0YzAJJJl6a7IxK6sJda0QKXMpa86oZhVZmk0N0cPhwHq95rvf/S55WZDlBWmaUx8ONG3Ldt+x2e1p2o667tjWtThB9xbnHkBYqdFUVU6RpyRKYVT0gBhEaMUOA9b2zBcLZvM5y+WCMjNcXFxweXnJhx9+yHe/811+9MMf8Hf/27/Lar6Y2Kkqgo3G4wGu/NPyZj/9mD8cHfjX//pf/3shhH/yp9bfz1qcP8fxbwF/PU4Gfgz8r5A7428opf4N4FPgX/2jnsTH+TJEdd6YchkTZ81Kxmz1YY82cSyWSbdTKZkiGCUgGDv0AsowOkZsTZYkLBeL2A9wUvtZgcs4JztZ1zTSVMwyTlcrtNacnKwg9hBMIroBzg4cdlu+8w//AO8DVTXDW0UwlmAMKsuIOSbBijSX7OxhsvZOkgTtkgkbIFoFDuscdkxBfSDPNcvVjLxMKec5ToENniHi8PMsJzGa66vXpEaTKEUK6Hj+XD/QD5HHjpcJRVzQu/6BaiqEHYuzsst7L80omYNLR9qFgB2i3Flc7KgYvI5rThfwQeGGlqvrPUo5ttsL3NDy6PKMJDEYrQBPlmuyPMXoQFUlLJcFZ+dL+l4yF+sG2jagdNQnsAPKKrRVdJ2dLNwORYu1PRDI0xStFWmS8ObNDbPZTKYhZcFsNmMYBuq6ZrvdMQ+inVBkxWT20TQ1dX2g63r6wdF3HV1v6XorACHGshVUIxoQeWpIjNx/4pTtZBIwalhoKcaKUkRl6rrm5uaG8/Nz0vRXWK/XXL15Q9+JQEtwwn3gSwPBlweBYwGSMaM+Pv6kegKEEP4+8FORBfjn/5Gex3tBdykls3/EhCFJZbckLvS278iynKqcURbFJLh5d3eHDgEyH2WtZeew1qJT6XpXs5l0sruO/aF5EPWwll3TkmWiAbAPW4a+pyxLlssleV4SEETZzd09g5Wa8Tv/8DucnJzxjW98QzT7tcJpjQqjeKenb1t2+53soP1AkuckESWYJBlpLiCRzf2DGo0LPqLyEso8pahSinnOQi1QSQoRIbjb7+malr7t+cmPP2ZZlszKkrPFgjyVjMcOlm53YBh6rLdxDC2lxd2QSFCLOIAILcIHHUezblr0IYRpoZsIRU6ycbw1/k7FZlYgzUQy7X59x3Zzze3NKU2zoSgFmZlnoqgsI7eMvu9YLDOyfElQH/Dy5Rv2+xplomW6UaRZirWegMIHRd85vJceTJP1tHVNCJ75YsbQ9RP9WcavMt6bLxYySg2eu7t7QNL5eTUXWnDdsNms2e0PWOdwXjFYUXMaBovS2QQLJsDQDWglCliJkcBmu4ah7yJMWjQftDGgNOeXl+IU3bZ8//vf59d+7Vd59vwXUQT+8//sb3F1OFBVJSJZ66frFVdJXHNvrb/pV069QzAKD+NEQiB81RGDWisSA85bsvRBccW6ccxR8ezZ+3FhD7Rdx1A3kypsmqZR/VasnrrBMyiJ8oMdUG5gsD1pmlEWpWjcay21Xz9Q1+1EzNhsDxz2UrsHrTk5OWG5WnF+dsb506cipJFnPHn2lKfPPsCCgE7weBVQtiNNBA24KnP2G0vfduyanjBobHB0rsMh/oVoLQKWbY2zkgp6GzXyrGW1WJJn4sqkNSKbnWecLCouTk7Ekl0p9ocdXbfj6m5LkRdTo7EOls5Z2qYTUdOIOHRDiwoe7T3N4RAzMJEv7/tOnJCdE/p1AGWFURicF/1GFymyxmDx0m9QIJmTxQXIyxlFllE3Lf/N3/3vef3ylidPHvP0yWNWyzmJVhF8YyfPhfl8yYcfikLverNhtzngnBe2o1FonDQtM01AsPleKYpyGXESQieWnpHB9mIN3znYvr6dek5NvScog/XCK7i5veZ+vebqzY2UdmnGfDajb3uC8QSj8TisEyrykAjYyFrL9WZNYCxzjLAptabMA/dNynKZcuoT+h+8ZlblzGYFj88v+NGPf0TxxU/4C3/uNzlZZvzohz/iP/tbf4dZNRfJNp2wP+zEVzM1OD8iUDUEDd7gowlplsj98S7dOYxThj+pTOAf1yHEoRTvzZHskkwNsiyLKV0xyTbZ6MU2Nm9GaOpoaR1CvCTeC1FFjWXDgHN+UnfREb03zvKTNI1+e+In2Ede+HgyZ4sFZVVS+Rnb9YayvCPLSuZVKcq+IbA/7BmGXjrteYlHoZMUF3oOu5oBjcPQu5GXIASSoavxQ4cOLk43ADQ7djSJEZBKasjShC4TTb3ECDdBh0BZFRSVKN0YNZY9jjTNQBmUMkI46cWLsY+Ot8J+89MkJjgnfHulQIujs1KgjIk9lYBWsuBtFDcVGoEAg8SS/UFjUHgRhvliydXNHU3Xs97sePz4QuDKKpCl0X6cENF0AnJy3qGTBGXklAgxRpSbBUkijU6vgmCnlIrXlFgSgA9Rnp1ApjPBLaDoWoHW+iBsy82+5tBK8O3i9TdJSlmUhCD9iX6wOOcFwzFI89nFe8xHnL6AtSSgdn2PrhuGXlyCFmXC2emSs7MlRRZ4dL7idDVns9lyenbKRx99k/vbDZ988hl13dL6niRN4lg3CJYGwHucE5Cail8h6iT8Yb2Cn3V8JYIAMFEvR9MEqW2EZjnKNo1Njy8TTnDOY4z/qXooBBnvHCuvDNHyOk0EDpqkGXkoMBF2OY72aLsJi90NA+3QM+tmk4yTdIUT8veeQaJRwbOrD+y3W5x15GXF8uQCdIJHUTcNNii8TujsA+TYDT1uaAluIAmCgpS5XsbBRl0/oykmPX9DfRD3HwXgHU+fPiEvK8rZXCYLQ49JOrROSRJhN/Z9L/Ljzk3dfGGaJQ+pvROvBKU0ykizUkHMjMYRlCAjbewZJMaglZFAGNNPpcQhp+86jElYLJa8fPmSQ9Ow3mzprcXEIFYWGeJZ4PDBkUQlqKKQZqzAeAEGvIp1eezYTxMPHdBKk6AwChKtSLUXgZaIbVAqRSfiJH1zo+n6ns46fJLQND3d4DBK0dlOyrIkIy9mwmrdB8kcncc6Tx+hwj4E0iyZxqUEppJjGHo0itqJsEozz9HKkeeGpk5ZfeMDHj06Z7e54+zklOzJE37913+dm5t7DgehEJ+crmSHx073tgijgDZh2shQXy6G8nOtvX8M6/cf26GUehjNRDupUbK5rkUJNoQwKb2OQeBdfvcxa2pUnEljw+h4ntoPokyku1ZEOXxgsVgwn89FISZ4+l4Uh7quY7/bU+/23N/ccvH4EdfXN/zgB9/nN/+JP8vpakWe59S7PdvtDh/gJC3whwaPxisDSSJd/1jGyILxZAbOlxXzMmdWZqJUtD9wvd1PYymlFEWRMdJ/lRJdRal3C242PyZJPuXRxRlPHj1muVxwcn7JMDrZpilVkU/n5R/+6CfCyKtrikJGpz5A2w/kueDoATQG74M0yewgBieR/OQiaEgANRqNph9cRG4alquK169q+kEQcdViQdt0bPYN5vqe1WpJNSvpGytZjRLOQ+flvHe2oe2FVpwmCWkmO3OWF3RNTdvW9ENL8IPInSkoUkOWSnmZJ4pFVcXrrdkeGlxQ9DbQ1jVpWZLnBUolBJVg0pzTkyVmf6AfHG19IM8KvLMMQ4ftO3onMm/2qBnqrRJ0qw8UUdlIkg9F50RfIEsM89mM05NTLi8vefbsMVU1Jy9Knj79Jb745FPqQ8PFo8f80q/8Kkn6Q373d3+X2XyO0h4fBoyR1FGufYpCgm85n6FNiFwa9ZbYyMNE6ituQ+a9KP88CE76WMI8IKC01pPV87FQ4/FzjDvbMY86y/JpJDiWDvAwVx1fzwdJAdtWkHNJKk24osipdIFSS7IsmRhZ69tbqtmM2XzOpz/+mO9GM87Hjx5xefmEqqw4tB0DgvMfHNhBxCL7rqdrGvLUUOQpqyon1Z4wNFjfsixSinSJLua8eXNF3Uj/I6hjNxlFZx2m7dnsDpRFQZ5nqLs11sNif+C8bSnShDLPBc6qwFkZXf7Z3/gz3N3dcXt3x8sXLwkgxiKzIta9Io3VR4ehLDsqDVQgSw1OI1/Rl4AgkNhEgQ6OoW1Yzku6fqBpa/KswA1uUt9FQdt3zOclYAhRlWmsX72zNLWNZCJx9s2yjKrIUN5GwJGltwMuiIENJiOrKsq8YF5VXJyfoxHJr+H6FpTGebE9GzUmQ3DkWYJKNSWi+1g3LXfrLU19iMAsJoq2Rpqj0jx0tG0j5DcV2O+2VFUlRC+twQVOlgsePXpEniUy/gwq2p+tIQwYHViuTijLOeu7rdC505SirNBGc3p6yvnFCV1Xk0eMibeBIGIFpElOYGCkMR8DhX4exeGvRBAYVVlGjP14KGUmjbYRZDPu/O+mPMcfeDyOATACJHxbpfVdldfRWNPamPYmZtqFsizD2TlaKdww0HctSaJJU8PN1RU3d3fiH28dp2ePSLJcsotY3w7WSZe+H3BDj8aRmoQyS8iMwvYN1vYoE2XKs4Tchxj9o5PxEOtlohCGdWKD7qVOHdyDLHnXygj0dDGTXTTNKKLV92BTVvMZVVlQlQXb9TqCijxap4SuF/XdECInQ2OSEesesRWzcpI5a+omXpOATgypElUi5xyLWUWiW9q6nVJ1rRQuZlchiKCsmUxCIww2yJTIexlrBhSJVnjbE9woI29IXYJ349TEYDF4lRJMhkpLTDGX9Ly3JFmN1gaPSKQbYzBKgliiRSqtShLKSuC/+0MtWI/4esR7ZNQhGNWYhqEnSxIUgX7oKVweXac1ZVWwnM85WS7x3oozdSSRbbc7nO1JjOLy/FLUnbM2Yv0TkkRK4yzPOTs7Z7cTxaUsy3CDw1kIXqFVgvMPOILjzfBPjcYg8FbkGuW0Rl93sYkSR5ixpj9WzzkOCscnQSlF18pJHcuKwQ40MR0/ltaeTB5VoOtb+kF+P8SaNs9zFvM5i9mc85NTXr9+zX6/5/7ulsePn1BkGWmS8ulnn/P0+deYr854+uw5qIR93bB+fcVht43YhcCTi1OqIidLNK+/+JT95g7bN1ycrnD9DIfh1aZnc39P1w8T5dR5z2Ad1osGQZKKRl17vxaDi9WSru2pD63sVIOl7x1u8MzKgvlsxmI+Z725Y5bnLJ8/JcXzk08+5fbuDlRgNStwzrE77MmTyD6zA6enK2azisVMTDi0FqrxzfXVZH0eQiCNYzTnA2dnl+zrBttb9ocWbwcSLc3ANNEkWjG0DZkJwvAzor+jNSQ6wmXFW41Ew2F7R7NfM5svyPKcYrHALhb0VtL0bTewszXJ3lLuHG/2jiLLhYtBhkFDcJgsBx9wXUfA4bQmzTNWp2ekecGsKrF24OZuF8FSgfVGHKqlHIi26d4zdA140RAoMnHWdkNHogx/7s/+Bt577u6u6HvBIiQGbm8dh9yQpoo3r17ytfe+xuPHj/iFb32DFy/ekOVv6J2n2+4oKlHAWt9fT0KkaZIRrJL2UVA47E9lAsdr62cdX4kgcLyI39KDm2jF+q0Uf9RwO7aAGj0Gx8fCAypwFLkc4bqXF3PBhvc9ffway4zx35F+6Z3HugFbD4QgOvZpkkbuQMF+v+X1y5fMlyuKch41BqWR9sF77/PDH/+E7WZN1xwIfqAqMpaLOZnRdPWWTX1gv7nDu2ESnRycI2jFfFbR1AchTbU9wyBcBo9w3jWOYAWxZ7TGe8d2s2Hr79FK8+ZNxt3lJRdnZ/TPnnJxds7goO0dJ7OM0Wfw/efPyBLD1fWCH/3oR3S9SGjlEeiSZxmz+SyCWySFdn3LEEswnCVPDHlSkhojKkeMgVxUnc7Pz7m9/zFusKRKU2YZVVWQZSn90JKnhqrMqIpCdA6DRwXZscVoVU06C8E7vLV0IRB0Tx+gHRy9dTSdZF9aG9K05urmnjzNqPKCskhF/Xnoo3yXkUBkNG3bCOBMBYIbUMFTFQXzuSPJMtJs4H67E9Uk72j7QaDYYQwGTsbU/UCWJFSzGZcXF+y2Gxmrdh3a5HRdx/p+g3M1i3lBUaRkiWZX12SbHfmrW5699wGHpueTTz/j9dULmrZjvdmQl5VMZKygNlWUzgs+AuuOJdXfOf5UlAPjcbyIJ/usd/TRxoAwBgV5vASRJEmm9GcUfQTemgooFHlRTPz6yQrKubfSJukVjOMz6NpWRkGZJ88y5lWJJnB9cytagFqxWKxkIUTUXlsfaOsDbugpUkORGlKjsH1Le9hzOOzo+3ZKs4lBQN5GEj9WiCQXN9GAtEnBGJSO0T9izeuug0DUIgw0TcehbtkdGuZzizYOpR2+iFMV7wnORTlyz3az5u5+Q9vJmFM69n5Sw3HWxjGanTri3kkQGtWPXBzDhQCDEzORsprF3oGTqUAkeo2ptsILpDg8jBjHvpCKKj0+gl4CYJ28flCKARWxBPI3PqbFCkWwCm8tfrDgMhEAGXqKPI/aCIl8X+ToiDhEabJE4MdFLmQuwZgUBNXi+6iPeJSNCh3aAxHtqjVlWdA2TUQjOgiJ9HbcgEny2MBUJFpUqg6Hhs12z6xacnp6xpMnT7m5u8I6R900KB3H5wjCNo1s24inewth+O7xlZcXA97SbR+PUUK6KIrpZ2PJMHb4x4ZfCGKbNS7qY5vo8XmttRwOB7qu4+z8jOVyOZUYN7e3rKOPnDuC0wqeQG7wUflVa83F+QVFXlBVJZvtDmVEbeebX/8Gs1lF37V89ulPuL25Zr8/4K3l8WW0yNqt2a7v6ftO+gR2EIckleC1oR4GrOuobcfQtzjb410fJdZjoFJGDEWznDL6+Q3DwHa7ZT5bUC6WXFw8Yr5YYdKCfd3TDQLVDSrhfn1HlspO//HHH/Po0WMeXz7h2bP3+O3f+R1evnrF/f2GADRdz25/oK4bgf0a8Uced+gk0SJEMk5dgqG3nuZQA4oszSjLGdYFemtJAOcGNusD4Lm4vGDoeg5O6NFq5Nsrg1AGPEoZrPXoqBthh0H6LShUkpAlKVmqKXMmOXatDWWWyU489AzNIBkGcHp6IgpJWcriZEWep2g8rtkQULStSMd1vaNUoqV4v93h7wJ10wq5LBm774qmFp7LrCxRPvZSQqA+7ETXUWmaWnwx00SRZSdUZRa7/DlN06LVniyryLOK1WrFr/6ZX+PHn3zMMLQcDg273Z30TpBp2WKekkYZN4+byoFxnfy8x1cmCBzTIMf6/LjuPybijCnp+DdiiSVNxOVyOfUF6rqmj2oz7qjf4Jzj9u6O3X5PnuecnZ9LQFgsuL6+pmuat4KSAqztMUYsvIqiIElUFBDxPHr0CJNk+KD4/d//fVwQwYnzi0suLi9ZLpacPr7EaMUwdOBShjwhMQGXKmxmsF5q2uv7u2hC6mkHJjtsCWiKNBHQjvceFRx+6OiV4OuLLOXpRx9xdnFBWYl7UpoVaJ0QMFivY/d8wUWZMStL0ixjsTrn5vaWl6/eMFvM+dYv/jLvffB1fvKTn/DFixe0sYG33R9E5ThNmEeAVUDhvKLtHd3g6fuWnTUMQeb5GkXdNWz2DY+fvYf3okNQxF04SxOyPMXanhAkuKeZWIc572kHh7IBZcQNOihNUIInyYyOMmJRel1HLcbYzC2zjIvzc6E065T94cD9/Zq7u3uurl7jQc7brGK5OqHKU5amJS8riJJxITjmiwVnl0/wOiH57AvRdrRWkKuR2p2kBhXEz6LKMpy33Nxes5jNIQjvwoUSh8NZMW7drEW5yfW9bDRG1K92hz0hwGq14vz8gt1+jbUd3gf22w1D1/O1Dz6kb3vatiFPioiXeJtf8O73f9jxlQgCU3MPMNpEHLT8fCwHfERJHZcIKhIzHuykAl3fT2y++XxOl+QxzY+sxCBpZ3CevnM415OkhqIsSZKMoixJ01gi9ENUMXZo70lUoFCahYFCeXZWRDuXqxPBEjQdN29eMliPMobDdo0fOsLlIxazAodoKQ59R1EUqEHTo+itGJMO1tJ0rYCKrMcjoh4jGEpr2Xl13OWCR3wQ2obZfMF8VvH86VNMmogak2JKtYMLNM2essyxQ4XPpJGkteLs7FSALTqWVMZQViWPnzxme9ijdzuathUHJq1I0wSlJCX33mP7fgrKAsAyIhLjI5pQKRKjKS9PRc3IW5QPAnlORJY9iQClNE1Js0ih9oGOIab5HhM8KsjnN0aTxc2gyNMIPNLkWRrp1BlFnnNxeoZ3gaZpSYJmXs4w5yKp3g09g7MMvmF/cHRdQpckJK34D9a9Y/AwWI8dLBdn59S10L/3u73Ahp2LfH8EOegFoeqspT7sqbIkir44UIaAlC1d16FVEPGaAGW1oKikdHpQL4blck7XHagP26hlGYS/EpTwARQENZZOD8e7hKOfdXw1ggCjRr/YUlvr8BF2mmYZWTRw6LpBgkAqDb6xkSc7v6frxQByFiWaz87O6K2StK6p2e82eNuBH6Ic9MDQtdxcNaR5SV5VnF0+oSxmEGB9d8fu9pYwOAoDqe1ZJHBOylzBYGtum4bs7ITtesPd3S33bz5ncAGUZn9/RV/vqDd35ImQYJz3DIPj0eMn0LYCXOn39L1Yjm+2ezabDc4HZrMTESoh9kr8SCOR3ocbsQ1Ny/npGZdnp3z4wfsiirLfkRUliYbRkHN994ZEO2aFYucCwfUQLO+99z5pqtkfDtze3VM3B4JSPHv2lN1+x02icbcC4irKnMV8hhsGmr6jaWo2d/ckSUJZlrz//D3mVYVHADQEyLKEWVVSFhnBWazt6RsR6PBBgkiaJ9HgtIiuRtLo6tIO24uNWQi9eEuGhFQHilST64xVOQMCJtHM5yWL2Zw8y8nzguX8hJvrO15++hqtDauTFY/ee8z77z9ne1izPax5ef0Z2/0btofAK/UIO/QYoEjiPP7Q4MMNH33jF8ABLvD61WsBonnorYt9CE8IVjQRnRXyUZ5E5SFwZhIMpGlEBKVpe4YhsFj2zBcBnaa4IP0O6zpOTles13fsdweS1IiEvso41HGUmGpchFxPCJJJl+OnDVO+7PhKBAFjJI0fpcaLUlSDjn3eRF46nTr3u91uAhh5L3NXHzyL5UzGW7sdm82GrFigtAFvmc1KjCrQeHb7LcHJvFcbURXerXfsti3nl49YrlY8f/4e7uKCZrfh9vULlIF8Pmdxfi4d/chtuLq64s31Fff39wxWFHGI4iKvX79mf6g5NC3f+sVfQmlN23Wst/s4enJstvsHkFOSsVydglKTAOgo5SXeBpLVOOsEiVakYrzy5AmzquIf/P3fYbFYUVUV8+WMoR+t3hWb9Z6+66gPO+yzS056T28hTd/w+NEjHp2fs1rMGayjbluubm759V//DW5v7/jud7/DzfU1eZKQacW6OeD6nkwb/sl/8s+T5iVBaQ6HmhfXO+omTjO8gH1MosURKDHkWcL52Qmr1YKiyNls7ifYcm0d2gfpM8wqzk4upj6RZB4iSrvdbmj8QDMMdLVo/6XaYLuBTrWkvcE0inVzBQEu3qto6paOHXe7jmfPP2BxdsYTFyhnj2jaTnZlE1iv73CDRQVFuz/Qtx31/RWufcrTixMuzpY0zYGPP/2U1zc3dIPCOYULMHjxclTeg7WcnF+SJQY3DNzsG2azGcvlkqdPn+KcZGNpmlI3LW+urtCJ4WS1ooyqwfP5nCzPBJS0a0jShCTLeP36NRcXF1NPi3cW+7G60B8FH/5KBAFt9BQEjDHSWUZuiixSb7Mso+/tZNt0enqKc24KBOMH9c4/NJa0FrBHGMQg1GlSo8kSLWxFE9FUaLRRsdGUCAU4AM5TpiLxfXJ2QZkqqjwjZBm90qg0JVcJ2+2Ovuvpezvt1JLOCVOxrmuur695+vw5SZoxWMdms4VohHlo2uhxGEXARmSagqrMp+2/bqLwqoIizwQsk2acnCwEc5CKDn+S6ChwEYVDvMdO82wLwVJmKcPgGKynyFKKLIXlgovTFdvdAa0gXFwwW55gTMJ6vWa/3cTzl1BkqYwQTYLShu2hoekt6+2ezV7IS84FSd8VaBvQ2pImnqwP6LTDklINkGSLSJuVrKAdBtTgGOqOPjxAXq0VuK71HocWsRQf6FuLMxm51nSN49A3JEaTpYbeSumgAFPmWBcYnOPFmzeYJEeRYG0CaBJtSdMWs5gJhVlp7Kxi6AXlWeYJeZWjTMLzp09oBwF3Weeo62a6f6VfIyCrcjajKgrwnl6t0TF7Xa1WUQE4cDgc4mLVHPYHjBaotkkM1WwudumoaTrknGO/27FYLGLT/AFleXwclwR/CjIBMzm0ChlCFsMwDJOBY1mWDIPorJdlyaNHj2nbltvbWyD2FRD+t0okcJRlyb4dpHYbeobOkiUJrsiYFzkgu4pzQRBfxoCSqNzWLfvdnvPTE2ZVycnlJat5Cd7Stw29TlBZQp6Avb8XYI5zE21TgpARb/uu4/7+nvX9mqKagdJc396IlHia0Q09eS6AKLHLClMtX1aF2IIpaSqONtuzqoh4+oyT1Zw8l7n3o4sz2q7HeymBtJF+ytD3uKHBDR1D3xFUQhedmKvMoFzP0B745V/+Rfq2Ramc2fIEnRWA4tmzZ3zx6Y8xyLmalyUmSdEmpW56Xt2uud/VbA4d6Aq5tcQvQQHag/Ke3slM36qGXeuoqp7nz55iEh3LOkPdRDm0eiCrhyMeiJWdFpjPZoARwE8/QKoYgqA5gxcuQllkDC7BGIXSgdOTFV55Ojvw6WefoVRKYgrms1MUURkKx8lc/AxkKpTIPWIdOknJ8hSdZDx5fIkLgTwv2B9qUVvyMrt3fY9GhF+zLGc2X5BnKT1Q12J8OxqIJEnCF198EQNd4HCoIY5DkzShmi8oygp1BFMmeHZ7yYRnswqT6CkIfFlT8MtERo6Pr0QQGOm8k8WzMYTYaVWRM3B6eopSZnLfmc0qQMRCR0NGkL8ZYb7vv/8+zRBn4d6xvr+lORyklKhrgYoaceTNtDgDBaWpylJexw5c3dyQ5xmdPSUrc4a+Z73ZYopK1IJ64eoPUY8OmKC7iRHdex9EqPNHH3/M6dk5F5ePIltSRl3DYMkL9YBbCAJaybXFGDBagsKsyqbpiMBUwaggpiDpKBme07Satu3Y7fY0TUOSpMxnC0KR0bYS3O4bhXXSvx/qPca35An84Lt/wD/zz/0LnJ6s+OHHn6Dzkq63JErz/OlT+rbG9S15mpHmBS4ofvSjj+lVzkCGynOMjuYnwqKJi1ihjJwcFzzbpmdTd6jbLZ+9vKKqZmRpilKKpm2i34RHpZIhjUxCbUq0Lrm7P0TnNeEbXF1dR4/GhCIto13XgDFbUB6vHMvlnqLMyLKEIRj80KMY6DWsVickWYILhqAzOmvZ7TeooCmLkvliwW7fYvdrrPM0neXZ+x/w/Gtf5/Hz9/jBD37AFy9e8P3vfY+ha0i0IqtKfu/3f4+vffA+3/6Fb7GYz/Hes91u+Vt/62/x9W9+g8ePH3NyckLfDbStbBarIfZAfOCDD97n7OIRT548Y7PZ0Na1lHStNJBnbcdiOYtwki/nCvypyATyLOcb3/gGIG84STOc91xdXTGP8lAC782F2qrg5uYqOuVmU/AQHf0CZwUjsF6vcUpH2G/Go8tL+uWSw37BbrONnnKiode0LaFpYbQD05rUmIlPcH1zQwiigtv3rYydRESAfd1IKRCIkmgR3+/diHgFD81BRpLtfB5ZetIpzhIZlaWpXA7vrDxDGkQr0CFjptiFVzEAhODxLvIYtJiBWKtJjKEoMkKojrKSICl/EHBP0w0Ce04U6aqkSoUV+Obqlj/4/T/g/PIRJydntNZHJ6ha/PDSBG9LUd/x0AyWwWusEkGPoFQ0YIkckBAm/r8IOzxgWsYb0znoO9HwCyiGQYRmwWCcwQeN9xEN6tXkxOMY0Mozm2diE681ic7oO5FL8yEhTQqUSQg6cLex5F1PXsjfeKPxznKz2XDoO/I0ZZFqVssMYzJMdUbfdRycpt21NG0fOf0KqxJsMCQ64/LyKXf3G5yTEuLu5op6v+Ow24C3vHr9Gq0U733tQxYL0RJMUgnofd+jTULTHdjudlzf3FJUFWWlcEHRDZaiLHny7Bl/8Ae/LyrPhKj+JOK2SZIQYpNyNE55d9F/5YNAmqY8e/YMiDiALBfJLufi6C6Ju1wxIQEPh4OgpqI2/ls20khGsN1uUSaJkwTNyVJMRcqixFnP0ImCjg+BoRfEoJhpZhiTkJlMOPG257Db44ONeARZMHmSor0EkHFskySaMIpzOksII5RL0XctXVPTtbV43Anwl0QbsmgSMlhRFFJ4vBZIaBhVfqNVG5HcQ3yNtj6QmOgpYPWE3iuLPIqJjgjL0QvPc9866ewrzyLTZKZAG01zaPj+93/I0+2Bf+ovPcWFTqpvNzCvZjib0w8dm0NHM/TsW4vXBucVUgwpQhhi8JHrK9dF+tcTJFzoiJKqeib1oBHPIbBjQwhG2HIKQEv5i8coTwgdGMusTCkLyRjztODu7kDdOPrOY0yBCkIlbtqB3lt678lnBT4Io3C/P7A71KQmoZ3NGcgpSyk7G2+jaKiYnIqPZMLgwXeW1GvKfMZ8vsKee+azObOi4PrqNYfdhrbvuLm7pe0aHj9/TpImzPQsOkmlOCdckN1+z/1my3q744l1OA8eRdN2mEQwJ9aJSKxockrJ5HwU1WF0eH5bT+Dn0RT4SgQBH/yk4NP3PcqIRNPd3R3nsVSoqoo0Fez1brdjG7Xlx+mA8KcFRnyyWlGWJV3X0TQHNts1X3z+KavlCavVCY8eXfLB1z5kt9uyXm+o9weK2WwyOxmGgWFoubtdc3p+xqzIyIwSn8AkoSxnIiXeO1TsBqNUdNsVHfsxG0uS0VMhIrtsz2Gz5uLRI4oiQyfiRaCNwbuBrj5E92RIwkh1lXLCOocZjViSRHT0nOX6zRXeOsJiiVkYtru9SIOlKe+//77sNG3LbrcDAkaXnPTiknSzW9Md9syqnMVizi988xu8fvMFm0NNXlU8ffaYwiQ8f3SJyQo+f/WaT1694UefvI5ZgAdTYAfpQ1RVStv108059mribcnIB3LhITikacowjIrLI2RcTEustZMCk9Ye4weMO9DZDVneUcwCj84TVouS5TLj/fcf8/Lllpev13zv+y8waSCoDB8MeSnweu8HXnz+Mlq2azKTUe9qnGtZFx3+i2tBq5YZ/TBE6DhR3Ea8HGzvCELdIx2BSklBXmi+/Uu/ynvvf8DjJ0/4vX/wu2z3W27Wa8J/819zcXbO6ekZ55ePqMoKpQy/93t/wBcvXmKt5fz8nN3+QF4UnJ6d8eb6ltQoyqoSZ+2+jQClgUNds9/vcU5UoCdfQx44OD/P8cc1JP3fAv8mco1+H1Ebfgr8B8A54kr0Pw9iUfaHHtZabm9vY/NLrK1Hz76RQiyuKj3eC+uvimIRw/DgCOs97HY7ijyPslYiBZ5lGWenp9jBsz/suf/hOgaVlLwspgXlvSdNEparBSA+eFmaElCkxkjHOc8p81zkvXtL2w34iOxQWk2juyQxVEVJEuvcEKBtG1Tw9F2DJjArRTlncIIR8NaRGkVViMuvkJeEmOKckxshk0Zp1/eTWagdLE+ynOVySZpmtEk78SlCgNlsxrNnz3j95k005RhQbKnLlLYbqHvLzfbAuukIac6yzAgm45NPPsENNcvlguXqlMdP3+dmt2fXWm4OHTYogtL4+Jm1crS7W4JJRYzEHuHrxyyAB7bnqGQ8WsYfFQoiwx59J+KPSFRCqhOKNOHp6RPSpCFNe2xTc9du2a1v6Q4t67VltxvItUbZDpRFKxFGTZUiTRQYSJQm0SnzfI4r5wzOs/d9NIgVvkiapOOoB1AMg4jP5Fkhcd2HKUMAT+86Eq8oZyu+/tG3SfKCq+sr3rx5xfr+lv1uz6tXr1mevCLLC5SSoK206BjYiDFxTpqEQ9+RZ0J0evz0KdYO7HdbsiyblJO7rkMH/Ray9hhhO57vP+z443gRPgf+N8AvhxAapdTfAP4nwL8E/J9DCP+BUur/CvwbwP/lZz3XKCoyQoaVMZNe2tj0G9PZJAnkeT6RisYsYCwFRgUg7/y00LMkZbFY0HeWummo25Z9XVPkBZTRD0DFcZYRxZ4kMeT5KBsVsEZq+NQYDIo8yfCDx/kx1Q3TDTtq3K8WC5JoGe2DjwgxQSla26OVwGfpPXYIqOBItCKPsNm260XzL0Dw0itJUqGsDkOPdz5qFQiqTmtDVc2oaxklJkkslZyjqgSP3nXitKOcJW9S9mnP/dUd+6bDAya/p3jvCQWK9WZNlYO3HWkSgVkoLIbaBhxaamTryI0Iifi+QWWJoOP8cYMqCpJEUEsYMwEQLMG4c6kpqRWFHvkWFXs3xAbufFaRpQajW5TfMwwO2zpu7ZrDHvpBk6mMwXr5e+PQATJjKDIj8mNKkWrNsszAG3oXoNN0WjM4G3EDWlSttRLOvhuZqxql4yg7qiCLz5MRM9Y0YVbMePaBIpvNMVnOi/ZA2zTUh5p93aC0IaDxITYmkxTrZGzbDaJvaYceRYbRGefnF9xeX+G9XNtRy2AYBoq0QP8hLMI/aSpxApRKqQFxJH4F/DXgX4u///eBf5c/IgiMugEQZcBMgvMPJYK1diLzjF9CvhFzjzzPJYW34ul2dX1NYgxPnz5lXsm4xw2WDz74gLyQRtEPf/hDrq6vef3mDbN5xdnpCbOqomsO7A87sjTldLWcCEt2cODEors57CnyCpdlpPkg0t1DlArLMi4vL1kul5yeLKc5vXOOk+WCzXbL7f0dd9fXZIk08AQTEKJRpZbXwceFLAo1VvChOOvoIoxYRbruYV9zdXVFkef88i//Cn3f0zQN8/mcV69esdluGVzg8vKSxWKFVopFErjbHQj3O67v7jh0jqASdFZzetKglWeZeDZ3d9S7LdfX11zveraDYnFygS5v6Dux/cIHfF+T+J4qUbQebICxBII4MQkhNm/jLiUxhFHQRaoFjw8iMGOSBBkKSOgYXE8SAn0wbDcHZqWmKgvmqxVGcFS0TcA3DmxCrkts1xCUhcSS5555rlkuDVWqSIIiVYFZAWHwdBZcklObQNM6dl0LISEYjVKGPMsxWuGsnzwtQgBlEvrBo5WirBZY27NvLNumpawqnn/4ER9+69vcvf+Yzz/9lC++eMHVzS3bnUjYn51f0nY9ynTk3cDd3f2kgpUaJTBqk/L8+XPevH4p/hXoiJgVUNq8mpMl2ZQZH08E/sRGhCGEF0qp/xPwGdAAfwtJ/9dB2uggVmXP/6jnUoictKQzYkOuFJOWoHOeqprRttIDKMuSspzFaBgi4UimBi5SVcFzfX1FtzilbHq63tHUgvO/eHTJr/3KLwuhZL3mxYsvaOqW/e7AYjEXoopJ6T2yw0RJsOXylL7v2e92EESYpKsPMmpSkOc57z1/RiDQNAfqegtESrQx5HlJkmdU8wXOy7z80HQkaYZH5MeDCxyaDuth0JmMB9FonUjdPQR0pBaPo4cyS7i+vhLiiU5YnpyQZAX3+5rOelwtyMWm3gsSrSjQecLuuuHNzTWuadHOgPZ0h4Y3V3fYYU7x7IKd6hnqlvr6lh9+cUU5O6GoTsg31wTrMZ6oTKxxJuPe9ShlIQaxUSFoWugTRRiCU6DkZpYZePQtMEauZTvg47w9MQbvLa3uGfSepk9JE02aaqoij2arGqMMKsjubTiQVKJEPdiO3bqn3mluXouNvVaa1KSsVjWL+ZKyzLk8y2lbQ9MJAWlXd/TWMzQQBgvaHI1AJUDpNBGKNRCMRusUvJZI6BR90zM0gfeef4NHF0/4xV/c8oMffpcXL16xvt/Q9452tyX0PcsioeaA4UBVwsnyNE50oCyWzOcLZvOK/fqWqlhQZCWaQj4z4rylRrRgXFt/FHvgj1MOnAL/MuJOvAb+Q+Bf/Ef4+8mQdDabTW5DCiPy1j5EA8vwkH4dKQ6NNaTM5EdZsdhUipGv7zsOdS3INaVx1kcQhshj5VnK+dkZzlnW63X0DfT0SGNPx9ccrKduWoqymm5W7SUV66MJ6TjBSNKErm3ph55+EFec0SJaGbl58qJgX7f01tJ2PYVO8CE2zHwQJJ8L9MZgtGABEmK5ENPq4KUxFYIoDDV9T791fPLpp7wXYDaLcFKl8cFT1wdUEEy70ZJzH1qhRnsnEFlCwA0Dh/2BNNHsm47MWIZ+YN+0+P6AtaC8JnQ1ykmA8pHd55Wi85Ao8eoLQQKWmoAsD9Jx09QkBIHje5nSKJQkEEHUfQ2gE0WWKJyKEmbGC37CjICsgNcerQNpAlmi4u89RWZwTmMGjR0SeU2v4qjNMaiAMgeC0tgwkKQdCkWuA6sqRwHdIAxJO42UXZyAQIj3iDay5JQWg5bgNVoJItBHDUaVFywXc05WFcYMzMqc66tbbm42kRdjRDQVUAwE10WSlZTDi8Wc5XLJYjFnv76J1Pk8+u8elV5jBjCutfAnZz7yLwA/CSFcx0X9/wL+aeBEKZXEbOA94MWX/XE4MiS9vLwMIxlIG5HM8kF2YfnXTpMAoQL7iV0ntaVovQVCPJEu9nIU+2hZLaIdivXGyrTgi8958uQJ7733Hr/5m7/JZrPh5uaG3/sH/0AMKglURc7Z2RkhCLSzjVJleZ4TEMbi4XBAqeiNl2dsNpspJfNeVIm01tjBozDSWCxLNrs9bdtS17XgIoKgF8Vu2wqV2AZ0AK0CqQGVjkq/IhjigghZOO8xJsW5wGeffUbT9pycnvIoTiDG2rHBUxYFiUl4dfWSzf1atPf9yITTBG9p6gMqDLwwlpNFgdFC480KwW/crzd0XY9F4ZVh8BDQjBL/gmqL1/koCBAB4VNzMD6oa/tpbKiTRMoL7/DDQJIKK3FWlRFnrymKROzT85w0SXF2eCsbzNNsEp3J8/StCdI4rh3p2WOnfbe5Y7/x3L+ynJ6eMpvNOVmdcrI8pbeOthu43x5oup62b+l6JwFAG/BZVLPWKCXQYZ1qlEpouxrXDwy24/Wray7PV1xenvKX/9Kf4+XX3ufNmxt+/PFnbDbC1Dw0e5aLimpWkBjPYllRFCV5lvHoYsXN7VNub17y5tWnlFVBNRMZNOs9JgQcXyIq+ifIHfgM+AtKqQopB/554HeA3wL+FWRC8L8A/t8/z5NJneWjqm00H8Fg7RAvVOxAa9lZ27aL/oUyFQixg6RNvNVCADRZJsHl9u6Wpq2ZzWYslkvatuXzzz/n6uqK9WbDo0eXPH/6jOdPn/H69Wvu7++4vn7D1dUVIQTKqsQOdgoCxz4GYxAoipK6Fi87CMxmYgYSgnTAb25uKMqSxVJGmCAzapOkETaqpAwYOmEiJsnUG2AINN5jjSIZVOQAyIJKsxQQzoSQqzbUzYHrq9ecrFYsFwvOz04xSULd1Hzx8gWfv/wU62BeFTx+dM6hEdERgngh9kPH1dUVm7VhVhWcrJbMipy67dlut9RDR9AJGBhCbI5pIdnhx+ZfYLKJH9GDQgqJoBtiyiqOxC5AGJxMBiLKs5pXrBYzTk+WeOvAd+B7XLOjHxpcdJlyUWlIhUAzlR8jPkIyhizLMKnQ0POiYlFlaFOCEgfj4B0hejN0dYMbxIHJJClVmjI/PxHreOtompbeWQYnTMii0tIE1kb8mEacyGDJSo2eVcxtwvNnj3j65IKgBi7O5qQ6MDQt3g0oZSmrJUkCsyrng/efs5xXaJ1gNJyfn/H4ySPevLlksD3b/Q6tE54+eg+TJMIbD0r8H+K6+hPFCYQQ/jul1H8E/PeABX4X2dn/P8B/oJT6P8Sf/d9/vmdUU6T2LkT0naHr+wgkkSAxKrGOvYKf6nfETrr3D8aMYz06ko2MMZQRpjwMA69evhSSzWC5vLzk9OREHG/TlJubG9qulZ0GAbV0XS9Z5aRvGDEAMTBkWU6aGs7PzyVriPiH6+sbvJesopotYvovikATfTZmNkBMj2UByY0FLvLpVQT+EJhgIjHplubbIASiDSEqEvXkqRhkGmOoDzXapGgtFmeD8wSGCFbqcTZQ246qlIZtluVonVG3HfumYXBOSrQgZhgBcTAOSoLyFAR4cCIO8fOo+GYDxDRVygJ5DklfCWKgSgwIMgrtwfeo0NMcnJC4lDo6ZyOIKjoxj+PJeI261og/gkkoyzZeJ7GD88ELeMFavEswyYMrk6TzA2mSStAloFLxORiUaDwW2pMYj0kSglaxvBMQljGGJEkphp6qyEVWXUFqNEWecnKypO8HdvuKQ7MnKxOWyzmzqmRWVXivsFbCpbBsS7I8F1Cc85GI9vA19gKmlfUnySIMIfw7wL/zzo9/DPz5f7QnerhQSmnhaQdpDO7rehIU7bsBckWe6bfwAXJEFqGPBpkRUGOtm/D2XddNcmRFUUhp4T0vXrxgu91ycnKC956LiwtWqxVPnjzl9evXXF9f8/nnnxOCousH2q4nTVOcf+gFjHJmSilOTk6Yz2c8ffpkeh1JVxX363s2mw3L5QnOyYK1VsBBJhrtaB3rOP+wvMVrR+byyqSxrncyeZgiQIDIhdQxBd5tt2w3a16/DjE9lnJksZiTpZokEXRhnoq/XT809J00W5umBk4iBkJw9U0j49UhgPEJWslO6IOSBuF4+41YaZBFj+jvBUbeexwWxvc9aTtGLkBAMoHBDnRdS11ruqYhUY5EWQ77Yco4RJJ+7BON54CYbTygSJ21kwBNmuYTHD0ZHa5RmKClX5TnMgLsPURNweRI0CZLU4x2ZHgGLBkDCZCZBJ2K4A3GgC5Jk5Q0zaFp0UpcsGfzDLxMFE5PVizmS/b7A59+9gmr8znVfE5RFKwWS5q2Z9uPas6QpkJK0tIhktHlz1pef8Ijwn+sx2QI4j0+yH83dY33nvV6jUJGIkmSTLJbb5MlJK08nk8f7waj/mBd13z++efM53Pha2cZTV1PGoIffvghZ2dnzGYzqqriww8/5Jvf/CZ/8J3vcH9/x2a7Be+E3x48s8Wcpmno24HHl494/vw5VVXR9z0vX76emjrf/va3eXN1xY9+9GP2uz3aGEwqI0B1FLvLvKBQhtIU0S7cxpGoKM6YJCFLMggmGpcOUbEnypLbARuEuzA6IGdZJrZbfU/dNAJMsR5Ui1fQdRLcNpstHiW7jwu0vcMz0NkD+1qsRwXSCh5RCBpCQKuIDQgBfwRhfegDjNcBeGuvku+n8aEPU3Dzdog6gKKFuDo9RXkLbiCbRDxGj4MofOqCwKe1wiiDNg/n1UQyl4x9oesHut6i6ha0YETKoqTdb1EHEbrJjYinZqkIkiZaZNJVgCzNJCBoTb9f03gpQYuyIk0zsrzAEdi2okbUtIHgB7zv2B1uRTzHgR801kU5edehU0UImsSUqEuNGzz1rsH2jr7t6ZqO1OQUeUWRFTR1z2KWR2fkt+/5n+f4SgSB0UJZZpvi9hpQsUFmoes4HA6cnJwSCGw2axEEjZmA/N34XA9IKZEnk1GOtcNUH4po5UDTiJ11Vc0meazD4cCrV6+o65onT55IV18Ld/309ITBWdbbDc67CccNxJQvYRkdj5um4fr6mu12OzknFUVFWZQ8fvyY6+vr6KUn720ySDVix+4DDLZHE6cDWhali5nMEB+vUJjERHOMIzPTIGpL4y4rqDbBWASlcDbmFloMDZ23ODfg/UCIC1qbhGFwoBxBeZzv0YloLwSkDJB6RIEeR4EQlD9a4g+owbEkePg37tsuYOO5FB5/mBqeh2g57r0TIVNvwTuRONMPMuTeRzWIiNZUWqGVJzF6ijejMu+Yi/iYaUlTUngaTddynMF0WqTR0iQhTzMSrcVIFabSNEsTkaKLk5oQwKaCoXDB0zQtu92ezcFhbY+1DbvDbZzIKIJPZMLhxW4MI+VsVS047Pf0nQizdG0rCla3t9h+IKQP13paS3/Erv9lx1ciCABTNz2EII1BYBgSnBV7pe12y+XlZRQJvaFtW3HlOaqG5RgDglzoUeSh7/vJyUhrE+GzbdQdhNl8LrZbUQ1ou91OqXMAuqHn0aNHHKKTLdFMdAQTjXZpy9USZy2H/YGXL1/Sdd1knlJVknU8e/aM29tbKRHiqHG0WkuMkYVhRTswiXp9yYhYi01GHVmOSfRHUMbEIOCklAgBb8C6BwJSHt+HSTNc58Ex1achOHyQ+b5wezRaZ3ItBofSgcFZUpWQJYngOWJhH7yAaRRKfDF1IKh4TaJEtgoQcA+L3/up0OlHp6Ygny+JnnvOw/5QT4tIjEgElDWfL0hSCeo29miM1syqgjyk05g4Sx4w9MZEHwslQV3+FyZ8AUA3dJJJIte4w0e3Y02mRXlaa00yjga1oshynBcRkbzIAUOSOkx0cmqahv3uwN3W0vUNw9DQdnsSFY1cSbHWy8biOmzoUVpzdn7J/fqeEESTYbfdcHN9zdXr1wx9hy9KgvccxbkIrArT9yPa8mcdX4kgEEKgH9ook6SnRtPBOZJYb3/++Wc8f/6cw+HAD3/4Q/b7Hdba6EvYT+gziEg05Mbu+wf01ChFHkKQMiDNyNKUpunYrDcorVitViilqA8Hvv/97/P+1z5gdXLC+fk5X7x8wc3NLX1nZSSkHqTOzs7OODk5IU1T3rx5w2azQeuEjz76GkVRoLXmxz/+Mc/fe49f+ZVf4fb2luvrazabDSZNpro2SQQNud/vefHJF1TzOVkhtuNFXqC0NBC9d1KDG02e5ogukkdHV2MFmLQiSTKBp6oErxTOS4agk0RqeSe6eCYxzGYlSZaxO7QMAvlD6wylUywCwJFJgMWHPlqLR9akjwZpLuBMiAt/ZHZKfX/M9JQpYpwQKIOLO3/f97LbavEf9B6stwzOEpyPo16N6S0Mco27psYYRR5VqLSWzMjZAdurqVmYRHMaYwxJmgoE3CQUUYtBGc1Ml7GRKmPpvneTp4FC+ifaCIR9xK4YPWCi2nVBwt7uJBPzPvI75LN1LqX3gYFAWlWkOiHVKWW+iKWwx/kO5zq8t3z62SdcXd2QJgUmyfmd337BJ598n1evPufy/IQ8USTKT3oTOp5PfbTo1btdwi85viJBwE90YB2llXwIsrgJDEPPy5c3vP/++1FN6Obo8XEcGB6ea1QuFrknPe0w4zHNpCdyhY/TYz0FloDIfb989Yp9BBEVudCQtRblFxebTMCUNYij0UAIElBmM9E8fPPmzdQ4LMuS8/NzDocDm81G2IdH5ih91+HsQJ7L7m77jjbEz5NkmDSTppeWdHbMIIyS1Dx4Jwq/qdBVPYrBCeW564Vrn+oZWWYwyfjaHc6Lt6HWiiQxoFOsF6pvsIE0keDT9TLOCloLpdcjDT083oLTTjKBMQBM3f5jo0w1GYnI65pp/3IhxOcEwpjGCx5fa7Ez9xCJVULiMhq89RRZg9ZEZp/G2zEoBpyP58y7yP0R2fY+OGyvY6kg8mMjeQsf4jRGA2bql8hnchEX8aDU7ML9eFcDYSpbpXk6B+UAS2JsLC0Mia6lyakgzaButhG7ofDO4Gyg78XKrGu3eN9hzAqlPAQbv2LZNX4RpywqTl5+Rpnw1QgCXvjRIXiSZOTie/p+mByI1/f3fPHF5wz9wHp9L6VAxAKEEOdkWhb0MZFCIjZvTRKOmVVTXRsDx4g90LFRdX93J95vacbl5aPJbdZFgJIP4S2mo5QpHqP01HTc7ffc3t6+5a68XC4lQzBvOyQlSTJNPrJMegnBO4ZemldJ7CMYYwhGGkjBy85ujJZU3KloCiI8DBmZWpq2oWk7mrZjVqYok0NiBJjUy6w9TSWd1VoMN2wU9pQ8P04zvMXoow68BZSNmYXCKRvnGcdOPWEK1tI8fGgXWhcwCYB+4BIQ8EExRgMN0kiN4ikQiUGRvUm8HoMdsDZFK+IG8CDCOQZsmaVL6eO9wsYGs0wOHiTsRQQlppjqYb4hG0B0PPKe3g6E2IhtulZ6DUpcnuu6xns5N2nSYhJFYgJGRZNTFDjhtmilKMuE3f4uCoZ42sbRtj1N3dG2e4oiYTHPo+NYiPege1joYRzF8nMFAPiKBAGQ1NAH9aDEAwj+HPLM8PTpJf/t3/2v8N5LjZ0orHUMvbDxvPdTT8xNPu3JW9ODsSwQAVIZF2knO4APUpO1+2aywM6ynETB0NR8/pOPefPic2k2AjpE56PBslosmcXm4osXL1BKMZvPmS8WWOdomoZDXbNcrabSQGtNWVUsViua5kAIwpnIc1Gy9d4RjJpYg4J5cHhb09taAkpIGXzKum+Zx5FSmiSYTF7DIwvMOS9Nqm7ANh1D01IXLW03oHsNXuNtSfBgBw3RAyBYpBOuAyhL3/TSdTcGQsIwxDGmA/m/uGCDm6YBD+c/TBmZkIXGfR+M9ygndOJcaZwfZFSKkbEeYJ2gJLUOKC1B73S1pKpKfDiJTU3Z5UMY6GxPZz1ZmqJHIpPS0psIgTAM+PaBx2CteAw0jMCt2H+JpcEwDBgtfgsEJv/KsSntBtmURNZMREKLIsdaBUH+zoUW1wd67yE43DDg7EDf1Nihx1mxSBND00GMahCMRlFWvPfsEX28bwMVQzC4oAmD48QHkiBZDEhwTPT4uf8U9ASO3+RYN45z43EBGyPGliPUc2wkwoMF+dvp5tt86vH7SZU4vs6x7dn4WiM7cZRAH6nMo336eIw9BmPMZEmllCJNRCswTVM2mw11VJMdJxBKqQmzMDYuR9bYsUrS0A9Sv8d0+PhzBC/Y+qEfMFpqyK7NBQCTZRgd7cK0TBsSk7BcLKnKimEY2DsrjUR8xLkrMA+AXpTg5EUDH2S5+lheR85GTNsVgshTCDbBHo1s5Zw/XOqJcn28O6mI5Q8hpt2ChPTBTfWs9Y6haUgIImFqLE3jSJJtdCB6MFsZbP+wG4YWo8Wiru8Hxie0vYsCrg+4FI+nCzZqV0gqn2UiSGuCZ+haCNLklKmEvOcsywheeCJZUog2Rd+za/diXhPvya6vmUbYzspo11n80E8li1HixlwUGdlqLmawszmL5ZK8Krm7X7PfHySsBYcfLLumwV+conUxrQN1dM/8UYPCr0QQOE5XjhfyeIwov6IoCLHbOlqVHS/2dwUUjuelx7RKeFuH4Hhhj1Dgh5Gl/O6tkxuf53gyoCfkGpOjcZIkU49AoaI0lZmw7JPZ6bh4YjNqDC4idCK+emOXdyRRERTeabQeYqPQ0qcdWVaQ5yKPlqYJiZFGmbgDyTQhy1KGw+6hBvchztPla8qadSDYceY/BoG4o/sRj4FMBmLaHpwT+C9qmjI8TGseAsCxb57WenIzMlq8/QLEUuvhmlprJ9RkkkDbSulWFDkmib0MrUSpmHh9nSz2NEvp2i5+NoUb/KTi3A9jcPcMoSHYPKbiDZSVGKICtu/jGVJRFFU8JmZ5Sp6Mgrklh0NNfdizX9/Hzrzcz3W9fbi/rZ1KFUOQRqgxFFlCkRdkeUZVlhRFwXy+YLlaYYPnsN/TGi1N0yB9i7apCREh++59/vMcX4kgcHyMO/DxLj1aj52cnKCUYrfbvZWOHR/Hskp/WBbwZUHm+Pdj/2D8V/ThmRbwcfYwMgRBMoi+G5hV80n9yEarqjTLSaN24dih9m4cXWYTR2K9XoueYNSPe2BIxoxHmcicG956z7udLLgsy47KmWyaZScxOxmxAiezgpHvP1hpyMqOHJ2EkRq8s2OQHSXBiLu9xyENL4OBEB2SbBRBeWf/eTcwH38/ZkAhBHSe47VQykcNycmpOoTYRxhh2i5eoxB3/+hJOWIo9HhtHe3QgxPouXOiQdF0PcNgGQ1MwaFVzdBILe2t43Z9A6gpGxw9MIpiGfkiBWdnZ6xOVpSlGIZ8+uMf8+Mf7/nupx9PfR+tAhwFPkIgM2LEslwumFczijxjVpUsl8vpMwvKsyDLC27u79AhUKYJs6qQ/tNwlKGoLz/nf9TxlQkC7y7K8d9x902ShPl8PqX+XTSDHL+Os4Lj5zj+72NxhePF9e7rjfLl40x+zAzKspx+Nz7H2KNQSk/chtErQTwUxYzSDgPz+TwCk1IePXrEzd1tbABmcYRpJydlgESbuKvKAhhdgJUKUzNUNrbIOVAeZ6HvAs72DN0IqFExm0qlTEgMacI05rIOkiyLY0MIcbJQFXNyjMyvhx4XVHxBg080zpk4OlOEIFMEqyGLDxubZaOXoI+ywxOwKzavjdGYmIEUeTSMwaEN5GkEJkWV3eAtIViCS/FukMxDGemEe0ez7xjhwwI9luatd46hEQwAQFaW2F58AE8vLtBKINSLaikZVJKSZ7Ib53lBWVQslwsivICyLBh6CcRPnz3h888+47Bds5qXZJkWCbPgSBNFQLK6TD/cOyF4slSe//z0jDJiOERLYZTCT+mHPkLVB16+eCkyZLmk/V0/cKgbEXZRDxvgcRb7ZRvlu8dXJggAby3SdxftiP8f2XdjEHi3RzDiAN59vuNjDBhfdoKOU/7jrGTcld59b8IgLNBx1j3utGP9n+dird513SR3Zq1jsVhSltXkpzim+SITFpGAWk/d3RDE8358bR/CVOypMZMX1I8005zD6bd7GGMWYYwWnQITHY4DGDuIUQnCPU+SBKWOpNucjXX2g1ag8gHlkQAwlhFBdA8YAUJexFhHht/UtR7fcgBwKC8gJz8E/CDddqOVUNMkmghiUMtzGWUJyomOgApkWYpSht6MHAThYDgfx79K4WdlNHPVmCyDIIH29OICG3UOF7OKEAJpmrFYLEQOPtq/X5yfs91u2e12VGXJ9X7PMAxU5YdstxvatuX9956Ll4S1D9eGB3LcFEWQIJxEFe00yyelIGHROobor6m1TCnqtqMoK5I0Q6TZHV1vsf7hNY7vzZ8nAMBXLAjAT6fw8HZzcEx1x7rZWvvW16gzcNxYfHf3H4PA+HX8u2PN9mOb9LFeP25Gju9pNpuJDkDc1ccAoHXCxcVFFBtJWa1WE7hoNJ1YLBbc3d0dfW4JBkoHVLw8x2nzeCNJuhinV0pNu4BzYXrP4zk8znSm//ai3aCNkelqkoLW2KMUO03Ebjs1hiLPUOFB8zExmYzMgrDlgtYxEChwrdBy3znX776HEDv1Njo3hRBod3bKxoqioG8P02cpFwuMFiUfgBCnP0oHTk9Xk0RdCG6yqxvl5+bzOWVZimlKkuCcYzabTX9zfX1D03SYNGO9XpOmoul3d3eHC4Gulwzj008/5Xvf+x5/8S/+Rf7+3//7bDYbPvzwQ370ox8zDAN/9jf/LOsYKIgZkdLihzCKwMjPJQBrk6KSFLTBhwiV97LpHJoa0Mzmc2bzOR6DTnJMXmIddL2l6+TxD4HmYe38qSsHvux4d7GOxgpjrT7WaEm8qOMFP071x58fZwlf9v1xEDiOomOneIQej4FGKMIIRbQoOUSik+yg0pEHeP/993n69CmHw0Gs0ruOpmm4uLjg8vIR3/rWL/K7v/v33mJFyo46LlzBOTzU1Bz9O150UaeVlPvtHsK7/Y6x8UnQMk6znn4YHhZtVDPSSuGV0F29F+HLEYSktRYMQRD6sFUaH63jnIPcOLQSJuO4uMdRmjQKJeMRvUEoy5K/8Bf+Kd57/p5g/sdgFwJplpHn0ufYbLZ0Xc/QW4xJOD05oawqmqbm9evX1HVDmopytDHiy/jBBx9wf3/Pxx9/zA+vfkKe5SyWC37j13+dIi9RKK5vrvnO7/+QFy9f8OrNSy4fPebJ06cURcnv/M7fQynN2dkp682Wn3z6GbfrDU/fe5/PXrzg0LR85zvfm1yyTk/OORxqDocDSZpKU3iUPjNH9G/vODStaBP0UaXI+6i8HM+l92R5zntZxuPlirPLS7QywivxXr6cFXDTlwT9qZfyRxxfuSDwZQ0keLs/cGxJDl8urzw+9jgIjJTk44By/LdjI2YMEMd11XGtNWYhSsnNOvYpxibhCF0dhiFmLhIwTFRRHrOKPM+5vLzk7OyM9XodLcOSh0Dk3y1Vjs+Lmn42dp/hIUMZP9NxIDg+F3qcYKQZyySZlH1NYsCLoOrQ1CSKqPijUUF63VopnPIYFE4hzkcEkUbzFutjEPiS8etY9kiDTmjes+qM87MzlssFn3zyyXTzeu+5vLykyHOKvOAntz+hqbsJCu6s5+xM0JpN3bHd7CjLkvV6jTFGFu5iy/3dhvu7DcvFCfv9jpcvXvP1D79JmuYRW5FxdnZB07R89vlnPHnyhGdPnzGfzWnqWmruENht92y3O8qioCpLqqJCK83HH3/MycmKy8tLaXJ2HX3kd0ylz7RJK8FI/P/b+9YYy7LrrG+dcx/1fnRVd3X3TPf0TGvGOGNmsHHsCAJEJIqcKMmACFEiJPL6g+QIIkDEJn/yJ1JCRBAIRARKRIIcO0Fg4R9BJHGA/LGT2MYe2zPj9Hje3dVV1fXoetznuWfzY5+1zzrrrn3u7R67u8zUGvXUuefs59p7r9dee23yx9jdcAh3cgJ2ouJ55TebqLjAFMXZk/nALLLhAP1eF71+11+fl1cZQInrybsEp4oIaAIgDRxyi04uSF7QVjlSP5JbgpL780SUEoA2rnBbJNHw9xpUHZC8CDuHmZmZcNzZX1hRhkxPEt/ek5MTzMzNYX19HZcvP+ovLi2MgsPh0N9xn8tbfABe7IXwV2gGZd/YgKptFho3eZ6j0UoxNz+HpaUlrK+vB7252Ugw6HXRPT7G7u1NJFmGZkKYSRM0eFI5h95oBH/ZGCFvttDPc/SzDK4zgsvG9dHqszcW8pXza2trWF5ehnMOn/nMZ4LxNc9zPPnku3Dx4kUMBkN87nOfR687QJ4Tjo+PcfnyJVy6dNkf0d7axt7eHpaWlnDjxg0kSYJr167h8PAYR0dH2NnZwfd8z9/Eiy++iBs3Xsbm5iYWFhawuLiExcUlPP3001g/v463br6BD377B7CxseG3LIlw0u1ibzDE3t4eVldX8cgjj2Cm1fYBW4nw1a9+FR/60PfikUcu+63Fvj/mnrAUllBFmgPgYxU4CIYiOHhhR0iKYCHMYObm5vzOWK+LQT/Byckhjo85DsYolCXnPj/XwakhAtqQYXE2refLxS7vIZDfY0SAJQFWJfg9n9CTkgPXwX4KbCNgByaJ7DRNQrAKb7TkOwrTUF+j0cDOzg7mF72ud/nyZezsbAfHI2/rGHnxOYTt9pwWxf472DUaDtkoQ7vdCI5NTBj4KjfWIXKBl/mZWawur2B9bQ1Xrj7qrfijEeAy9I4aOMlH6CWEVruJNM+RjEaYbTULx6UETXLI0xQubYDm5tDJMnQGA/QHXXQyjhBUHaukOPpL8AFI8iSBS1Kk7Rkc93o47vawd3iEv/vDP4zllRW8+cZbeP7553F75w4u7txBZzDAX/729+ED738//uiP/gj7e/s4OtnHE9ev4uKldWSjEWZm2vj4xz8BIsJf+asfwJ/+2Z/h8GQfLunj66/9OfYP76A9m+LSoxeQNEc46e2jNdPE/sEhTjr7gMsx7HXROzn2J0BbLXQSTxjXz61idWUFK4sLaDf8haaDnj+rsHZuFSvLS9jf20Wv00U28M5DaZr6wC9F2DSGJPhjuHBRDv/LMlfcaNxCmuTI8wH6/RM0UqCROhD8eZLO0REG3Q4uPPE4ABfUVZaWp4VTQwR44dVZNIOTzYStQPksCYUlTTBxkERCbjdK1UCLWoA3/PDCbhRnyXnL7+joCM45zM15jsvqwcLCAra3t5ENM/S6XX82PfFn1gEfzMIlPlQ273Wj8IZzjq3LnpBRkqCRtryDTZ6Hu/zyPC/i5uWhnUBpRRhkGU46He9U1GogLdxaUjhk/R6yQYZWawYY+UAiQFqG8wKQpU24NAXSBG6U+x2JbOh3ALxRowgTJiqXjXAo3P8Jc7OzyDOHwXCAYX+It966hb39A9y+vYWFhUUsLi1hZWUVg0GGm2/dxJeaTbz++uuYnZ3F8soyHBxa7RbyXq9w2wYWFuZxbu0c/OEwwtzsfClhOH+BTUKpv8QzbYRbgQmERrPlrfHdHvLcYXV1FWtr57C/f+DzFec95ubnsb6+hkazgXPnzqHdnkGvd7e44MXvDnCovLw4g8G7BTnknKIgKfrTqV4NaBSqAPs2nDt3DsPhEEdHxyHGpssdZmfnivB0KM4RAI4Du9BkteDUEAFre2Oa9IAtGUgxHhBRi1QatgHI+rWtQBoWGWRcwUZxhJVVjFariTx36HQ6gYisrq4GnX9lZQV7e3vIRyMMen2kqfcWazWayLKsGPwcoyw4Avi2FtZm3zZ/jNcfP26UuyWjkUlM5RQgIvT6A+SHR+j1+v625EYLrTRFM/Vbfy7PkDTaPuApOSSNJoZ+P7BwFUiDNJINBuj1e94td+S3AhPHEYWKEB0F1/PbiwgBRwnA/OycP4jT87cqvfrqq2g0mzg8PMR73vMXcX79PFZWVpAmqb+4Y+s2Xn/9dbz73e8OxBUAut0uXnzxRQDA4uIiFhYWAmdcWFhAuzUTFn6z0SrOliQgpD6yUs9fgddqt5GkKTrdLkDAhY0LePbZZ/GVr3zFqzDNJhwByyvLuPzII7iwsYGlpWX4OBUD9Hp9DAbDYjuYGRaFk5EUxrGUdpOkUYSqk5GLKUiFw2GGc+fWcHx8gt3dPRwdHXlbBQitYnsRxMZWB+cSRnqY5zE4NURATljLqikXrwb5TueTjj+Sy8sFz2UwQWCpRBMFaUz0KsEoGPgAhMXYaPgw1xsbG7hx4wY6nQ4uXboU1I1erxfOCkgO0Gw20el0PA6KSzmkJCIlDlYvOFyaxlWMiLJNYVgYr7pJgsOju0ic98NLiNBMCCkRUvIWa3+0uFHB3ygf+aCi8IevBlmGYTZCvz8s/A+EgRKlEGCN3dzcXAjysrGxgQ+8/9uxtr4OJIT19XXkub+N6rnnnsP83CyajQQf+9jHsLS0FNrFV9G/8MILeP/7348rV65gMBjgjTfeCIFc2ObSbrcrRPzk5CSEtD9//jxmZmaQZRl2dnbwrne9C0888QSeffZZrKysBKLSaDRw9epVrK2tYXd3F7u7u3jjjTfwyiuvhDD0AAKD8bdstSs2KYkDyQBZJeVTp51OB1tbW3j22Wfx5JNP4sKFC/jkJz8J51xoqw+i68eXt6l9jM2q16kFE4kAEf0GgB8AsO2ce0/x7hyA3wFwDcBrAH7EObdPvuf/Gv4+wg6An3DOfWFSHUDVoh8zaDHEDIFWmVICsAyJUp+XPgOyfj1o/C4tgoxqzuvvMvTHhfv9foWojEYjnJycVMo5PDxEp9MJh4fYkMh9lbsi0iuMub9Ujyx8SOkqfCsOsozgQ1l5n98cCQjDlD0TPRFgo2EFj644ClSoKqO88AhMqgFEfR7+n/dP8DeMez0hSfyR6/39fRwdHWF1dQUbGxtYW19Dr99HSgmOjg/x1ptv4dVXX0W71cTMjLfDzM/PY2VlBa1WC3t7e2FX4MKFC1hdXUW/38d73vMeHB76a9SWlpZw4cIFPP7441heXg44TJIEq6ur4eJaIgp3TKRpiuPjY7zwwgvY2tpCr+dvnvrSl76EbreLXq+HbreL4XCIfr+Pw8PDENVaurAD5TF1hnDgrNjm1uPOxIYX9csvv+wPfx0fYzAYBGPh9evX0WqWzI7tWXIuv1114D8B+LcAfku8+wiATzvnfomIPlL8/jkA3wfgyeLfB+HvIPzgFHWY+nbdN8399b9YWVrK0EZEzmO5FY+V56qLlJ+bzVbQ/TkKMU82zbmZCPBE0gRQTiYd2jzmFKXbOi5VAUE2zb32mOc+PiEBGCEt1jb7TfhM0sYS/hJC/AZfqd82DbRGpA8SQc71+zJnZ2ext7cH53KsrZ3D6uoKlhYXC+9Ef0y3c3KCWzdvIkkIszNtLC8vY2lpCbOzPsgLb52dW13FysoKZmdn0ev1cP36dWzeuoXXXnsNRIRz587h4sZG4LhyYbZaLbRbLezv75e3/SY+XuStW7cCse50Oj4UfRHsFkDl9KceM8n9pbWf/7GHqSQaesvZOYfXXnst+JmwtDA/P4/r16/j5OQI/V6vEoDX2imwYCIRcM79MRFdU6+fA/BdxfNvAvjf8ETgOQC/5fzIf5aIVojoknNuc1I904IUnSToXYHY9hSD5KjaDsEShDYeyvReRO1hOMxCVCEWLWdmZgIRYCmg3+9jdna2MOwchVDkeT4KMQ3ZNdlPGj+A7IbMk4nPtrNYypNKb2lqqOLAgfLyzgRKEyBJ4VwS4gTnhYTg+M77ggDxiTo+MQlX7ASUIwS+o5frrRACSbxzL32kaYpr166FST8764/jNhoJZmdnsbS0iOvXH8fTT7/bLzrncPHiRezu7uLo6Ah3dnawsryMtXPn8Owzz3jxuNtFv9/H4sIC5q5fx9WrV0Hkg3xsbm7ihRdeCERgf38/qGp3797F4aG/Q7LdbhdX03mVjFWwXOKO+FxGWu7OAMGbVYajb7UaYTy19Z6JOY81B6pZXl7GYDDA5uYmDg4OgsQwGAzCduV3fdd3YW/vDo4OD7G7u4utra1ArJgYfDNsAhtiYd8GsFE8PwLgTZGOLySdSAS0AxCD5rIWd45xQJlf57PKZb1bqg3MbTXRYHUAoxzHx8dYWFgAEWFvbw9vvnkTjUbD7ycXQUR6vV6QDHiCcDv47gJ5jn2UlwOnvR6l+C93MmS/LLxI/Pgg54XYPiqDfkocJUjg+PptXyB4uRe5C98XF6R/ficdmCwoCUOOg4M9LC8vI0maODo+DIsQQCWs/PHxcdjteP31132shk4Hc3Nzldt42SAL+BBxAMLCYfwz5646kY0CYfA48KHMWW3J81GxOJuF/o1CohiAiC/HHYn55tAsYh342A6lFCDnpBwXTSTu3LkTiD6fPSEibG9v48knn8TVq1f91nKhGjDh6Ha7ODo6wt7eHnqFhBCDt20YdM45IoqPdgRIXEjKIp0UbUW6WqOgTq/qmNT2WnVB18s6HBMBTyQ8l19cXESj0cDJyQl2du4gTRu4ePFiMBqy+CYHuLQhtMPlKOz373IHSut9I3T/p8EPFbOXw2/7xRpcCcA+SEQ+BqDXGIowbEwNqOT8YdHz+1AOFVtV4ziWdp/RaITNW7fQ7XTQbDZx0u2g3xsEYsvh2lgKQiFldLs9dDon6BcXwTDuRqMRut0O8twhTZNCP/c7KP2+fy7tRCw9JWHRShPmaJTBxw7kMfdletfkETi+ZZaVjj3s6+EZDIv2RczGyBhpFYHxk2UZTk5OAi7YJ4XngXd2WsTdu3eRj7JgI5idnQ0H1tgxTdqhNNwvEdhiMZ+ILgHYLt7fBHBFpJvqQtLV1VXHyKjjHpFywl+LeGj9Wi6YmB4tdwKktMDfpShYinqtoIeurq5iaWkZly5dwssvv1wx+LE41+/3i3bnWFtbQ6fj/c05GGmaphhmnGYcJ1qiiRHOGCRp4TgFBA7ugMKjlUBIKp57w2ERVYivSIOf3IFoBCcmwFsTij3q4gwEUw1uFeN0MBjg05/+dNmupIwSNcqrxlhZgO4jLzw9puxENhr503h+ETfBh8NYIkvTxliZzrmg5vFuDuvuJycn5Q1GjWpeSfhZqtBzTy58lgSltMmu5c65ECPCE0QvyfBBuuFwiOeffx6XLl4Ih6TYjsCGUzZaxuB+icCn4C8b/SVULx39FICfIaJPwBsE796LPWDSxL1XAmEZAfXi0ZZzbWln0APn/QFaGI1ybG9v49FHH8Xc3BzOnz+PixcvY21tDZcvX8b169exv78fBq/ZbKLdbgvPLh+NZnt7O4j7PkiJQ39Q3aWQOIhJBNZEtvIPi2vCi51qVKopDIEjH0HUc6FW20cTCjdAF5wUufdkdC7sgaeJj+vnXMVYULTXl5+jxH9pB8mD+B+2yKjcluVzFXleDfvGEgNLUXJR8ljxwsnzPBDaZrMZttg4PY8rgHBYjNsi383Pz4ftXnnILMuyoFJK/xPtqCa5PjMT7crOp2Wdc6Ee3p24du0aVlZWAAA3btzAzbfewPz8PC5cuICNjY0gEbCaXQfTbBF+HN4IuE5Eb8HfPfhLAH6XiH4awOsAfqRI/nvw24Mvw28R/uSk8lVdUa43JtKiOuljYhani33T7+T2oDRAWhIBT0IOd8bW2oWFeczPz6Pdbnu/fCIcHBxUjHk8kVutNmZmWkHXs7YvGTQB0N80p6kb/Fxu3gdmXbJr51cqAB/3L+E8xVFnBwcfRyCBcxkfegTkRoGB49BGVCUEbWgj8g5UfLEs3zWoF5HOo8eM8SLngpw31rO2sWgmIY3Q/Ky9Txnq9H9+Z9XH/eBFLO1BSZLg/PnzIbaGt3WUUkee5/727cVFLC4uBjU0BtPsDvxY5NN3G2kdgA9PKtMCHqTSUFcp2XQgKuqMiv5ANYIQpxe1AkpnZQuwnjza41C+4wAneZ5jYWEhiLlZluHChQshjLjckpIqxOKiv8K8KTwPncsrXoix7R5tK/AceVztCQhlPZ98wJLSmkOV/MHDrzjSO8qyIOLzXX9AwWWSQq0g72xEI+KbvKLANMi50jmGqDwD4idugl6vW5zHaBUiLQdfKXd1GDdsb2GJQBJ1bxPoVwgIGwS9Z18WRG9Ox6objyffC5GmaeWGa55nUlph/Ldarcq+vRT5NeFOksT7nogyWRrI8zxY+2dnZ/HYY48FIrC4uIi8iLa8s7OD7e1ttNttLC0t4fr161heXsbi4mJ0LE6Fx6Bz3rean0sZUrIqCoYY1kvLIJZAmrKBS0cN8mnkNpo2to1GfPVW9X4CScWlKzHD3MwcUmpic3MTx0cnyHNgbm7B++V3u8gBzMzPYz7LMLe4gMPDQ+zu7mF7awsXL10EJX4LbGH+gncVznMgd0hBAKXeMj/yl7P6fTg+gIPQfl7cJFHFe3YuJCy/FbavBgDnKolEzwRngkNFM3c+ZgDlhQ2gOHGQcgVB6cc4MIHhJIrAAlXpYTjMAlEYDkcgKrmZPH0nCbPc95fvpYQnCQeL4vzMC53TyTFnaQ2o7mZZh3a4T9weIkLaaAGucLJiS0oRYDRJkoJ450gbzQLP3tDJakev18OVK1fw2GOPhUVdGqg9ehNqwMFhOBhhb/cAve4LRXSrtjEgHk4FEQCYY8nfGPtdphvn+HLWWxKBFk3L3wmI+GDHuMQhJ5nWuaV9oNPphsAhu/t76PV7AChcWkpJ4iPD9ns4Oj4CbRGajQaWFherImdeHvzg+n2Aj3HVoBStxRJ2+oXMxHgt840p7RUklXVZINe04xc1YNkn6tSWXMRTiLehvk5rLljfYyqnTmu9t8rS6bUdQEsMpeSKEEfCuVLKzLIMq6urPtbB5csVicfjEYAbnyP9/gCjIqBtDE4FEfBcuIpAPUEsMbwiBlfKGx8Ey6BWHXi+92pcD7Tq9O/9t0ajgaNjvyf71FNPYWtnG/0C6YP+INwrz44+vV4P+/v7mGm1cH5tPWxvlWK/AyU+2i8TJVZTgKoOWat3GxN80qKZFiz9uS6tzqdBqzh1ULcQp0kbVw/riYYmAnWEQur04bfwAGy1WmF3QvpCOKE6OOd9HljSuHr1Kq5du4ZHHnmkuNmolHgTSuCSagh+tlmxMTQGp4IIMFiGsEkGLp3eeqcHzh748tSV9V0SDbbYJqkf1Ha7jbsHd7G5uYlnnnkGzUYLWa+LO3fuoNluBePh1tY2dra2cbh3AIcc3Y536Njc3MTe3h46JydotbzuOsocmoJrMOXX5xhii2oaHE2b717GwKrvG0V47rf+eyUaLNbX5ZNepJaxctwdOEGj2QqL/vj4ONwxQUVduXMY9Ptgnc05L5lubGzg8ccfx3vf+14QgOOjY/S6XSwsLqLZaODg7gHarXbFSMr1ayc7C04NEbA4QWzyaUOglV7q8vxbG/l0mRZn0wREHkBKEn+8t9lqoNvrYH9/H71eD+22v6r6zp07uHj5UoiSzCoP2zSOjo5w+/ZtLC3Oo9/vIRtl/vgt+VAi0vFE9lNLKZNE5RhxvRewxmdaET2mij0o4mCpITGQ8Sv1ogKqOw4MmhAw8JYnf+v2+pWguCMZ76GwdREBMzMzwRV9fX0d6+vr/rxDngdtzwe4yZFlQ6/vu3JLVNbP7XtbuwOnBfQCB+ons5QiGDkxVYPLlEVZE1cj2XufAa1WE91eDwcHBzg+Pq4QgfMXLqDZbBYhxmfRc4GxcwAAK3NJREFUavn4g7kb4ejoCFu3b+PixvkikvEII5QGyeEoC0RAcycpDehTj9NC3RqkYPQDAL1bEzM66DLq23S/aso3i3hIgyFQ+vHLfzJtqY/bZ1n0zlSvV0bC1qpqnnsVoNFoYHFxEcvLy1hfX8fjjz+OpcVFzM3OhVOSjWYD7WbLMw7n78MY9Ifw4eoTUWZ5HqFuLE4tEbC4vTa0TAKdR2/9SRE/KeLAsWefLof/VgmRdyWdn5/H3bt3cXJyjFdffRWPXn0MS0tL2NzcxNb2DpaXl/Hoo1cwP7+Ar730EgaDIbZv30Y29NF93njjDXS7XbSaTbRbbXR7HWTZ0N/WK3RKVgs4zoA8TyDbV8dpS7zV4Y/UM2F8z68uf9Xuwri38Flt04OBWH3svScXP1AuKO0fwGqhlpK07wDnSdOmeE7Abst8wKfVamF1dRVXr17F+toaLm5c9Ma9Xh/DwRDZaIDc+Qtb87wMgZ/nOQjl9XbapvUtog7YVtcY968z7GiQzhbSmqrdNPUCkuVLiUJOYB6AdruFVruFYZbhlVdeweraGlZWVrG6uoaT4+Ow3zs7O4srV64gH+V46YWvInc+hHe32/UDmSTFTbRe6OPgkdrAVLnPULg4W7iJLbRRjT3PCwEU/sI5gNLxNJUX4o0bjbWTiCpcVuP3XuBedfxJhkiGJEkq24BANbxcbIFZwO+l9OC3uH3ZfJaA0zBxd7nD3YO7PsxZEfqt0Wig2Whibn42lC3PojjnOMhTZbuT7RFAlQhrOCVEYPqBjU1y/c6a/NZCsdqh1YRYHf6KrTwYB3u9Pm7evImn3vUXsLjoz7vfur2J7OgYs7OzWF1dxfLyCq5fb4Tz38NBD5u3blYWinN+i5C5BBEFd1RNCKRbbJ2nG/clENPihuEYDirjQRT29GUaKx8AuMKHQDr+xCLcxBZpHdyLQTMmOWpbD/+NRaKSd1NMo8JIG4GUOhkCbihBo9koLrX1Dly9bhdHaYJ2q4WFxbnCLTnHYroQCH8+ytFoNsAnXQlVFUBKNPK9BaeCCBCND1IMwTFjYSyPHmBpLFG5o2XFJAB+l6YplpaW4BzhzTffwstffxnZaIRHH73qiUO3hzffuInDu8dYWJjH4sI8nnnmGezt7mJ76zZeevGFcNKs2Wyi2+1gVLgh8/ZOlmWVC0W1MUqewrTaqSclhiNoYiefY79jC7Dy3pAEgOmIcG2595G2jshYc04ftJH444Vbl18zH8a3ZbnntM20UTkLMTPTQqORoNM9xsLiHADP4Y+OjrwjmPOejSkI5HwgUkdsMsTYvPgWUQeqVldLB+ffQNVby0K8lUceKvE2AB2foLjwwaD0kuPKdklRi4NAzM7O4s033kSvN8D8/CLm5xbQarZxdHSMvb093D04QLvdxNLSAu7c2cFbb71VTLKqasL9lNegOVfGGZSEQFuyY6qNNHDlLs7J+dnilnXjF3Cee8IuT/bpHRltZJu67BoVp94GMg5Wem6rRTxiKil/kzsImghIKQNAEVU4QSpOJnIZ7ZmZ4lLURuX0ohvlwZrL3/jZh3WterkOBoOpQo+fIiIQngCOalNBtN879YgqbsF1fltFSzpy7EYjNzYImqv7AfMW8FL0qwYkTVMfNsvvCGjiBKSJDzYxM9PG8dEhHBx2trdw/sKGv3e+3USve4LhcIBR1ofLM+zv7+Ngf7/kFIWh0Tmw135op1QN+J0kAmXfxyeqJAglgQBQMg9fW7EjQMS/mbOIxRRbrxVbIlXyTCIgsUWtv9c9V5oypVQ5qW0at/K9pWbVqQBakmg0GmikDaTFeQF5UUmz2UCj2SyiTpdtz13uj3pzoBdXOCAnzDy4bvgDXrlsX7Sbp4sIMAKzjBd3uU8u/fv5n1+0QJrq47NVqQGoGkYktWTum2Wj4KfNUWqkUY69vLwDSAuNRklEOIxUkiRYXlrEzs4ODvd38eUvfR5PP/001tbWcG55GfMzPrpNv9/HjRs3sL29jaOju4UYmAJEGAxzjPIkECR9Ck3HxdMch9/VcXFrccr8jOCSDPEOAePXWFROL2aqSE4yrzxxJ8dmGtF/WhtCrOxYXrkToBd1rE6W2qQkJp/1ti6/4/kkcc7vW60yonSz2USz1fJXkQEYFn4jCRH62TCsjX6WAdxu+OvmCSgOefGx7ziuTg0R0OI9U07pNmul5d8aNLWW+YCS43O4Zl5cvV6vsjfPQUM6nU4YGHbk4EGXk39+fh7dbhfdbhe7u7t46aWXsLi4iJWVFRBRKOv27dvodrvgq7h4QpVn0FM4N25NlwRBgg5hbT1rfOvnOnXgXkFyUe5XMHpi+ssyZbvqxHPd7mnsA3UEtK7//I0XsnynpQD9m/V+3oWQ771NqLQPSNVPH51mnAbHNaoS6XtR5U4FEWBkyZN6jBw9wHW/5XsJzpV1aH3ZsivIwZNI1w5HnJ6DSPDEmJmZCVLF4eEh+v0+er0eksRHxe12uyFslDTqWW2bBPeaXqabRETvtVyNd8txJbY4Y2XId5Py6nbH2qO/y3GdJFHJdNL6rvPL31pKkHk5LS/2RqOMPiUXv5yLjFOglBat/sp21RGCU0EEAISFxNZZRo40lGlRLbYA5AL1qkG1LjkpgRKRjUajuHK8enBIOpFY9fEdhSxd8O/RaBTi0t+9exdEVAlpxVuLHG/A2kKL9U0+S7ww1EkAcmLw70kLXRPfSSDL1HXK/JaBzarDymNx7Nii1Rxevtfc3PqnF6LmygyWAVQueuufDC7K6oA29tZJKNY7Oa7fEpKA5sSWeCctzdIhwrLUSvALy55UvLBleCsZ/Ue2RUsovD+rLxPh2G5JkoRjoNxeFu+krg8ghLWu6tDTb6NZ4nzd4FscIpZ2GhzHFqychNY+tZR86rivfm/lidVfRwTkWMbSSH8M+SylN2mw1dyaF3+j0fARnskb/9IkRZKmYXfAz8UEjca46E++sNJ4qKQMZqAWfqch8KeCCADl1owVetyidLEy5F/rmwSJTP2X65Sx32QbywhEOUajTEyUJOh27XYLWTYM58HzXOrtgDd+cly98s7EcsFMdkq5V6ibFHWEYJpy695rsdlanPK3zG8t9mm54rREQC8sSwKwODPn0QSFQd4jwEFcpWQgpYAkrYr+k+IDWjjQzGuauXNqiADgO6BDakmqyn9jIrHd4XJ7JKYyaA7KAw6UbqO8T1/V03gh8y6Gdw3lsNRzc7NwLkevR0WUmEz0tTROjkZDMaAAYPfRam8dLusWZiwmQYxITFOnbK+WpmS50yzU2Dedri69bv8kSUBye0tCkOXKvrDRmvNLkAtdEgEW+WUEar6XQJYrt6nriKisj99PyzxOBRHgSZnnPt4boPfwEdxOrUHXtoHqoAFAdeDkszYMckw4rp8tudKnvFRJKHxj4sA+3e12G3Nzc1hZWUGvOGF49+7dEKuuvOCiOmHlgSBrj1r2O97nycYgy7dA4lPi6F4IAOeT3I7fyfHUk7VOEoi9n0aq0OmttBbntwiMBVJK0EZBXsicplmENZdEoGovoHAVPRMHy66icS2N1pqhfUMkAbIvJP0VAD8IYADg6wB+0jl3UHz7KICfBjAC8A+dc/9zijpARCG8s7SUl3HjR2NUVk4gaz+YiMLFFVad+r02GFoLhdP4tqVwruoWq33PG41GuFyl3W6HnQI+AcbbPHLBcb3SzTlmDLtX0X7a7/cLckzkARatO1sLLUYA5DdNmCxOOEl60Pm1OhBLHyOK0uNPl6vFe20M1ATEu4tUD4xp/Or26QAnjG+dPgb3eyHpHwD4qHMuI6JfBvBRAD9HRN8G4EcBPA3gMoA/JKKnnLXhLYCpHl+uILkzI4e5sjYiauRYlvI60MTAihgjoUp0vLuvPBwjDTXs8pmmKWZnZ8MV3LxFyFKBDz9WGsm4PZogcnstaj/Jej9JpZg2fx1e9XhoSSDGmfXCjZXHuNESobX4rOdYHbJ++b2uDovYaULBC13WU7dbQAkhTeOqiGYUut0Sz7otb4sIOONCUufc74ufnwXww8XzcwA+4ZzrA3iViF4G8AEAn6mro9VqhXvogapIzBOcF1Rdh+SCKCfZ+JkABkn9+RtzX3lenNNofW00ysIdcbz1x/7aPNDyMo0k8dGF5+fnsba2FpyVOMwU707Ie/XCqbGa7cO6E2IyndV3iRety+uFZ+XXz7IuSQRk+YxPnT7GtWITXX63iIqeK3ULPUYkdDssCaLValVsSPydrf66j7E6EyExTOqnJrAy/bRqAMM3wibwUwB+p3h+BJ4oMPCFpLXQbDaxvu4Dbm5tbYUOMnJZrJYTN0mYwrLxDgDKRQ8ZX7tI5/NzlJwyWk71KkUHjj7M+PeIL39zOgbJyWU7tXVXTggesDRN0W63K4SH7RL6LLv2mZAgHa24zaGlExZxbNJoIqA5kSYkmkPqRRWTJuoMXrqdVvvlu9jeupUvRjQs1YyoejFN4OBESMj/JRDSJp8xKRZ0wmK9nz9pkiBJvFMQFS8J8LaAxJZSLEkppvbIvDFbgYa3RQSI6OcBZAA+dh95w4Wk58+fx9LSEo6OjnDr1q2KNxWDPvxDJKkgFf80hwGqhMCn4+04uZDLqiTRkEinkKac9P577K4C5gbSyAhUfQ5kes35tWokCYFeEHIbs+xrtb0WIZCT3irXIgJyPGR/JP7rJp0ESwqQRESOe8xeY4nJsfbEJACpu+vjw5xHj1tYYM7HBdAEBfCLPqRPq85DEnguaTzIdk3CaZ0E9U0hAkT0E/AGw+925ey4rwtJr1+/7vzV1Alu3bpVccKIWchjBjNRvlWn7sPYN4sL6G8yjebuGqSRT+fVoric6Ow/INuoVQOLM0rPQ7mIOL+sx+LomlDIA1i6Tkmg5De5cKYBOXa6jtiC1mOnFzS/5/SW9V7iTRMDfie9ROVWYigPAJwdN0CnbTTH9XitbnIZ/H6SLUzjQHu16rGx4L6IABF9CMA/A/A3nHMd8elTAH6biH4V3jD4JIA/nVSecw7tdhtpmuLy5cvY2trCyclJRZxOkiS423Ie0Z4xjsbgjx2jFonab9/iGjFxWZdpIVzXJwdVt4v/8WLU4qilGgCoSALyGi65KLh9TGB44unDLDIfj4GMhR/rJ7+bRgSVZclJr/ERYwKWrUH/03iN2QrkGMm28G85tlJCIfIqAIk6tFVfLuy6+q3dBUsCkOXp/kuCw++nsRfd74WkHwXQBvAHRQM/65z7B865rxLR7wJ4AV5N+LCbsDMgO9dqtXDu3DkcHByg0+lE0/oBrv5mGN8qLNPFqKFFLa1JYi34e4FpuGMQIzl2nFqU3E6pKnA+3kaVATDlPrW8JZelrJiVmfOyoVSniake1nZVDGL4tIiiBkkcua/83kovF84kaSAmich0lbKEE5BeuHrRWn2yJAiLAGgip/sn/+rntyUJOPtC0l+vSf+LAH5xUrkSJOIvXryI3d1ddLtd9Pv9gAipUzunjXR2mT591fFHtdU88y6/6wkigWPH68HRXPpeVBZOB8T3rJnbSmMgqyWNRiNclZ0kyZhBlfO0222Tc2rCws+Sw0m8cDtlHXpx67bH+m8RAQtv1vsYznQejWddliYCGg9jeYpgLIwD7XFYPhOkbUr/07YhLku3tW5rUON/GlUAOCUeg0C54GZmZvDII4+g2Wzixo0blYGR977rfskOywnh77OLG8sYpO6uEaknWkzMlGVZkoUkQswxeWHqMrUoZxEka9LKrSNronDb2DNT9kf3W7ad28/vpWqmxU+pl1rEs44QTAsWV6x7tvJbv2P5tLpY4faoLlArBiQRAZSb+eXcYOJu4czqh/xmEbCYOiXh1BABBg7amWUZZmdng6GrigBvqa+bQGX6+P645mo8GFI6iCFeprc4neZCsUkHjOuhMaJjfdeSh+YeFnGUZU6yX8g2yvZIe43FjeuIwL20QePFUhVii1/idZJUYBF7PVf4XUW3L2wCWt+3pAGqsQlIkHnqVFSJH/9NzUF+X1MXcEqIgKayS0tLSNMUa2truH37NobDIdrtdkhb9mk8ki2gjXQ2seDFrsVHbVkONUW4iY54JNNak8kqN0b1dUBVTm8ZhfRRZwZtROTv7MSk2zLtFp91wo2JQ0yX1XjiZ731FyOqkuDphabbrAm6tUAlbmPbp9a7ipFPGAa1jUW3J02r7yWzkX2y8G8RuSr+OUZlKSVTkoT3dXAqiAADDwYRod1u46mnngoBOYBq+GcUzkCSm+sFIieARVGtSaK/T5I25GSq65dsj1WOTqsnhVUe5+WJZ4nzsYU+O1teZKEn4yRd0iJEVl/qpB8JOjSaZfTj97K9XJ4mxHUSgi4LqBJKZgyTDIzlFiEBzrbOS2CGJNsjibzVVq0aSDVrDIdZBufG5/w06tapIAJy4LMsC9xkZWUFKysr4RZXKV7xetITRSLWDyjGpAHL4stg6cKac+k6rbLkBIsNhiQ2Mo/VBn4fkyS4DGksnGRH0AtCc9o6PFjEVrc31l/9TksVWpLRCzomvUncWUTAwoOsU0pgsXKtLT84Hxua81qSmn8u66rb4tTttXA3NheK4KISN9LYWAengggAJdflSLqtViv42Pf7fRwcHASLNsBqTum1p6mnR1IOIA1pYnp3bPFpqNMb9V8tZjo3HnvfmoyxRc7t1D4NnKaMyuy5quaWujyOoCTfxURSzTl5vCyoI4zWO024NcHV+LBwGJNKYqqN7p8++Wntt+v+hTREwewkF57VHmmgrpM01Jswf+sg8YlC+ycxDwmniggQ+cMYPJlPTk5w5coVzMzMYG9vrxJ/sDyhlyBNUUTvGSFJZpBlQ/goPl5lAMZ1WEnZ9Tv9bHFqRnaaphXnHN6q48NAMuBEnZht6e6yXplPL0h2MeY80otRirkSGo1GxcFIHnrS9TnnQlRkWSeDJFD8m9spOacsUxI3tk9YnFhOZtkvLYlwuXp3hMvUW3BysVQWZO68Lu0ccpej2fCh50b5CI2G31EhIISk04TDcqeWzAkAXE7IASQJwO7vfqexwBuVfRuxjk8UHOA9TviMjMNolANpSch556ZOKqvMhYkpHhBILsRHcwEfxHNhYQGXLl3CzZs3w2Ed7YZbTjgEyqn9sxkmcXnrWyy/5p6xhS4nf6xNUiznd5aer6UamUbGYpTpLVzIdJa4DZTESU9wLaHEVBWLCFjqlS4zZlzT9Wt8WBxWlivTjo0jlJuwK4+F04gql4FYZcUkDokDNQJj+K6TbCCs/2Vd1TosaXUSnBoiwMBSADvizMzMYGZmBpcuXcLOzk7YMuSAnZqTSerL3M6qY5IaoBeSlZ/zSmTHbACTBkdvZ8UIgCxPPutFEOO6Mr1cMLHzBhbHlERDlinxpvGpiUDMjqAJgF74mrPrvt6rfaCa1o2VK8PJSylJE2xrXDXxseaURdhixm3ZJ6tumb+OqWk4FURAdpw93gCEIJ+tVgvXrl3DzZs3MRqNcHBwEI4ZsygsXVw1V5PcjuuLEYIYV7dOkEkuySBjEOiypPGOv0vg7zH1Q76ToCUBfseOO1ym/CbjM3BbNJ64PDnxpwF56MianLIOKUpbC0rXKQnQpPZoQmeNv8QfoVQn+DuL/dYBME2k9Njofumj4DxGmgBKN22t+lmSm67bmiN1cCqIAIN0gU0S7+vOYbgWFxexsbGBPM9DiG7J7SVCmXrrAbM8sepEqBjXk9/19pycnDHqr8W/mLRhia0WdY9xFk0UYwSO26S5DY+FbLdFFGUeOWk1R7ckFP6t3ZJlHxiY2GuuHus/t8HCYWxM2ftPj6PslyaUeneF31kqlLUTMg1z4mc5zzWB4b/cFotYWHCqiACAIIKxgWswGADwnTt37hz6/T52dnbCjT7SECSRI7kdQ0wctCY//7aQqQdNQh230dtvOm+snmlEuxgXtQgZT0a5nSgXrI6oZElVVvsBjB1gii42NYEl57Mcgjgdt93EgW9U5TlaP0kCVeRzKPfxjP7pfuuxtoiDRSxiRECDdQbFIg4W0fiWUwcA35Fms4nBYBAmQ7vdDkbCbreLixcvotVqodfr4Wtf+1qYxM1mMzzLaERyG0wuaA088TSX1O1jkOIxSyxSx40Z0Hj701rk0xz5tNrCvy1VQ77TbeZ2y8jGWp+OefKxTcbirrxboomLLFMSa34v65f4GTOaUYJUBJQhIraNmYTQOQc4jF3cART7Rs4BoGKLDcjVuMszHrpsTWBkutgWoISx9hR5dWg93bdpQOOuDk4FEeCLQBcXFyshxzlAJ18a2u/30W63ceXKFWxubqLT6SDLsrEJaem2QD3VldzOMu5phFqqBaeL1SHFRovDyQnE77k/99oP3WatFjB+WTyVXEcuRrn1aLWF38l+aWlHEg8tWfCzlOik6C13O4ByMcuy9U6CbKNsv1Ql9Bhzm2Pu0Fqi0qqObG+M4WgVzCICFofX/WUcWXPNWvgWU5NwKohAlmXodDrh+i4pDrJO2u/3Q0jy5eVlrKysIM9zHB8fj+mYgG09nQZ4gLXeW4dsuUg0N40RIs31tH4uIWYzsMBSf7SNgvHEk0jqkzqfPirN32XfLCJlqQNaAuL6ZeRd2R7AiMgkL0wXuIxvq42nlcRXf9dtt1Q0q0+6rkqbVZoYvuR3fqcJhtWO2AKXa6FO0jwVRGAwGGBvbw9LS0uYmZkBUA4QU9Y0TXFycoKZmRksLS3h6tWrSJIkhCmXFnsG+dsyENWJeDFqrjkOW+A119WLhBedLEPXw+9kmGrdzhhoAqKJmHV0WOLJ+i3tM3X5tTpkLQ6Ly0rCqbmcLovngKW3SyKgF7BFFHUfZT1yHkgiKFVGHcLLwonElSQ+MeYk51qMSFm4YaizN02aP6eCCOR5Hi7vnJ+fr4S04gk4Ozsb7AWj0QhXr15FlmU4PDzE/v5+EPfkOXcGradJbmOJbPqvFnfljgCAEBqNiCrhwi1x834kEs0VLNDirPY+5PbxlirjXRIeHS+R7TI8FtbClm1lHGvuLdNqnOhvk/CTpgkSSirGS10XgyaIevtYtk0uUvm+TgLgtJYqpcuQUo6ef7KsujG2JAb+q6UG2ZY6aQE4JUQAAHq9Ho4Oj9ButUEE5DlfU86N9zcUjfJRcGE9OT4xOVCMugNxC6+12OX3GHB9lkgtF6/2J7D0v0obXVys1C1yANIkBYKNzBu60iQBmGhREnBJgPd+KzL766/KI6e5Kwx3TFRyB5fkqmZvUAMBjbTYkoX3uksSPtZaRnV28BZ5hxy56kuSpHAuD+2hhMKBHM4dlICiWkmE9ULV+ASqUmFMKrNABwjh/LouS/SX9bFEYRFBa9dAl2upCzqNBqsuC04FESAQjg+PcHtzM4h6eZ6j0+mg3+8H70G+qKPT6cA5h8FwiMFwMCYy6hh7mmJLbi4XscUF9EJmkGml7ztQdTjRvg+yLk2s+F2WZUiI0Gq2MMpzwLkxPVi2U773Zecg+PyS8IxGOZB7AsMOWRZnSZiTUIIEBCSEpFmm16pG2qg6IQXrPXiSAi7PkTYT5DkAl6ORVu9nCOcY4ESsfjE24oZm9hewVADtV8BtlGPNRMAydmpuz2qQNN6yMVrPIe6LnGt63kjJQOJQMiCZTnq8Wrs8MfHfkmhjcCqIgHM5dnd3cffuXbz55ptjB1t8GhfUgbCgUBoP+WZXfWBGXgmmDU48kazAnECVyzMnt6i1nEzacUmm1yKs3BvX9ZH4bnEJS6rgPli7JYwLnV+Xq9UI2UctAuv+M15ley1Lv26/BrnzouuxFhZ/t6Q6uVilm7mlnui28bzR/bTmAONW2nN4/nK57PMCVGMoyDq4fkuqkYQxJlVo3GrmZsHEjUQi+g0i2iairxjf/gkROSJaL34TEf0bInqZiJ4novdNKr8oqEJl5aJkkAOl9555UsSuDZO/rckiJQNZl1YP9ISX72JiJX+XJ+P4N//TA05EASdW+XX/rH7KycW6v5VP5tdlSLzIdmpCp4moHjOrPzH1zSJ8MZxZ22VyDK12WGMo+w+Mc19NDGIqne6PLl+2h/tmPVt9kgRSts+SJLTEYMH9XkgKIroC4HsBvCFefx/8XQNPAvgggH9f/K0FKsQua3Aq3JGqIl8+qnIla8Hq3QHNyWSeJEmCAUwPruRCEqH6mzWhuc36Gz/LvDHdT+98cF4rXQzHckJIUVmmsbisxJdMK9tuEQ29qDURtcqTfZd/9ULXhr5YudY2r17Ieqz4vZTstOhvSRC67Va/5LyUKqMkOta4aglG9k3XaeH1bREBZ1xIWsC/gr+A5L+Ld88B+C3nW/RZIlohokvOuc0p6hkbaB4E7szMzMyYqJ8iHSuHEaZ1Qm051xPMEq1iE0dzBi0Ccx5Zdx2nkv1yrrABkL1ILTxZ1m1ui15ck8RDqxygOun0SUPpTxArX+Jev+d65YTVurQmkDKfNszKPDEiqzmxbr9mFDKfZk56QUrpVOcjql7briUfnUfOS018LQJsjfHblQTGgIieA3DTOfclVfgjAN4Uv/lC0loiIAdDT6bYwAOo+IdbXFZT+RiXlmXHjtHqMvRi1EZHzXl0/XU4CL8R53BaD5f5dLkWh7V+y3Za7efgKVz/pLp0n/VCkdwvBrINnI+fY4uIvzFxnkScZF5dVow5WJJZrC8WIZLzm3Ej7VmTpAv+a80bTi/n5DeUCBDRHIB/Dq8K3DeQuJB0YWFhjLJaAzuG4Ei/JFe0qKMmAlIyYEMi59GItoiA6ld0YGR+vVjG2gVUtsk0LqzFZnEs+V23s06E1O3hSR8jAtNKF7E2chmSOOi26PJ0//T4aolMx5aItT9GGOs8SGU+q83WwpblMRGQZdUtXKDqhi7baxGdOkPs/UgC1wE8DoClgEcBfIGIPoD7vJD0wvnzjjsiXUiB8SAdbBjKsgy5c3CupJ7MyeX2EW/fTdLn9ATSUgQQt6hrsCa20f/KZNGGMwBwo+qk0JZ3WRdPImk4s+rXkyFGlKy26dgC1g6F1X/rmduiVSxZTszAqfNy/yX+WAXTfZ3EHaW0M0mKmgQxCVByfykVyH4xHjThmjSeut2TCAlwH0TAOfdlABdEha8BeL9z7g4RfQrAzxDRJ+ANgnfdFPYA3XBgXLfTR4Y98ryTjOZSnIa3BS2pQLsXxyilLnOSmFZHAGJcWv+1iJUGafCssyRboCejRQB1XdZ7KRVZxJUnOi9MVvV0HkkI9LhLiYO5uTSkSS6t2xM792DhgkEbTK0+yb5bZWjCZ80DizhKIsbtt3AuiVjd/NLMLAb3dSGpcy52F+HvAfh+AC8D6AD4yUnl14HmxtoKz++lS6zMW6dratCThcuQf3WbrMHVE2UasU4TgFgf5MTXxM1qt0V0dH+sdlt9syab9V1LOBZeJW60qGptweq803hfxvqo26D7pJ8t/Ov2x4iDTqcZUexZtleqDLrdmhDUzbW3RQScfSGp/H5NPDsAH55U5lgZsDmq3hKShzkClSwoJnMCLWLK/JJb6Jty+L2O1Kv3YS2YJHpZVFsv1JgUoXc4rLKTJKnEXNQxAqQEJdWGacRbrQfrcZH90ARA90suBGl51+Vr0O3UKqPEjVUfgzTmaQJvESJJhLW0qG9winFv2QbtOszt5jMyUnphdUZvcWt1Rktyst5pthCBU+IxyCA5HIMV9MK5Qj9GsRWT8UIBXJ57V1t467oTZUsiETPCsFcXEY2FlbZ0TJmfiMaICD87VxodpRGIy5UTOc9zeJ/+cltTLz4tFfHkaLVaFSuzNpKyo5DMNxgMwiEo7XSlFyd/l7iRRFmWLeuWl8pwnyxxl/vGdWsCr/Egx1bnl3hhXV86aUkiH+ZZIy0mEgA4UCrcrl3OA+9donlnKFw8ACRpCsDB8yfnvxFCGHPuj3UmgcdHM7Q6aVjOBR4fydA0wbTgVBEBYFwHkwtNIoCKgaqIZJBirENSEAoui//GiIBFhPRzZcLxYOQOSARXKw7WcBsJgDwQFBXMiskVJqCaIPq35cCjL9LQuLW4R4yTTMuZrXeaI/PE18Tc8g61ytVESdelny2VwGob/x4Xu11gIHDFkOR5kFqdywG+HyB3AJ/eIgDy9j/n4IhABCDQkPghNWnfqmu/JASWmiKZRWwcGU4NEZCUDLCPQU7rISWfk2JwrIlmieeWWFnX5lFWTOKc4ChHgnIhppTAJVWC4Z99QMtQziiHc0BuqAOSA+g+1vkKyMUjub4kcpKzSq6piYmsk79pMVd+k22o813X/ZLjrBeI5Ip1oq2lCsg28zd9QUdYeHJHJs/h5JxDdbeKaPxC28r8A0Akzpsk40Sd+yZBE3JNADVh5Hgasv8M7AH7LUEELK5nbcnJxTEdIfD/kyJxHUL03qtcJJrLJEmKpDkuVUjx3Vp8sgw5kHIiMZfUdpHx/lXDdrHYazme6Dr5nQzhJUVVKSZL/Gj8ye05OW5yZ4DrmWab1ZJM+Lc1T6pjUm0fLwJWWVidkZKJPHimCY1+lmOqRfW6vug+AOOegRaOdcAW/s741YRTrxvr3g0Np44IWP8s0NSQy9Dv/AtPDIj/IypFdjBxEEJcSIvKPy7HC38ESrzlQW9RWmK37mtdX+r6LBer5GIWB9T55ASWbbF0bEtUld8s7z+r3daCjbXT6q8uJ1ZmbM5w/6QKqBe2HCvtrGbVI8fX6tckkJKHbg9QJQKybRYRtPBk+V7UwakhAkB1QtZx61hejRTnXFi4KAJtEBXuuHKQAZFOPLvqP06HoDqkYWHxJItZvSXoQdOT0sqny5VSgpy8umw9ueRfyTlkO/i3FjMlMZGSi6xP419zJ+7LNASgTteV9Vl44/LZOMYGN4kLqWJI7mptU+r6rDbE+lT3XvfTqlMa/mJ9tnaRtEoYg9NBBATF0otZimkSYlxWgxRJOZ+2lsb8veWWmsVBpeOK1BVlzEMAY5SZny0urBetxIu0KHP4cllHTCqwJkFlJ0Ll5/faiq13OzQRkfiWeLLGU46FdfgoJjloaSimMvJfFvnl+PEujcaBzh/jtLo9lh1JSxiyvVq9tIDnkRw7iZ8Y99fwLWUYBOyB5/cyjc5jgUbWJO4r/1knv+TvkM8XDDgH2Qp+78QkTYgKN+diUJkIFIvbFXk0x9fPdfvjMXzIiWiJvxZe+BufdotNQI2jOvVMElStT1uirrUdVocbCZrgsi1A7044NSbm/QQRAhPe84KW84n7QFQKkxGpQvdPEmKrX/KvJsR6u1DiMganhAiMG5Vii11S0JjOOK0YJEVc/c+itGMT1VdSIQIB1eI9iYlAAKgoO2EiICYlFX9DdD5j0KUF3rLiW9xDLy7m7BZ+pBTEeTifzmNJaVqiA8YDYMi2SKlIj4+WbqYBTbC4HxwWTIYAk3+JCA2lGlXwo4mg/qsgAcL452reWgSX2yAvHwllTVCN9HkRPX61+JpGpP5mAxHtADgBcOdht0XAOs7aMwlOW5vO2lMPjznnzuuXp4IIAAARfc459/6H3Q6Gs/ZMhtPWprP23B9MjDF4BmdwBv9/wxkROIMzeIfDaSIC/+FhN0DBWXsmw2lr01l77gNOjU3gDM7gDB4OnCZJ4AzO4AweAjx0IkBEHyKir5G/sOQjD6kNV4jofxHRC0T0VSL6R8X7XyCim0T0xeLf9z/ANr1GRF8u6v1c8e4cEf0BEd0o/q4+oLa8S+Dgi0R0SEQ/+6DxQ8ZFODGckId7vwjn7bfnV4jopaLOTxLRSvH+GhF1Ba5+7RvdnvsG7TX1IP8BSAF8HcATAFoAvgTg2x5COy4BeF/xvAjgzwF8G4BfAPBPHxJuXgOwrt79CwAfKZ4/AuCXH9KY3Qbw2IPGD4C/DuB9AL4yCSfwYe7+B7y/zncA+JMH1J7vBdAonn9ZtOeaTHea/j1sSeADAF52zr3inBsA+AT8BSYPFJxzm865LxTPRwBehL8v4bTBcwB+s3j+TQB/6yG04bsBfN059/qDrtg598cA9tTrGE6eQ3ERjnPuswBWiOjSN7s9zrnfd85lxc/PwkfcPtXwsIlA7LKShwbkb1t6L4A/KV79TCHa/caDEr8LcAB+n4g+T/6OBgDYcGX05tsANh5gexh+FMDHxe+HhR+GGE5Ow9z6KXhphOFxIvq/RPR/iOivPeC2ROFhE4FTBUS0AOC/AvhZ59wh/F2K1wH8JfhblP7lA2zOdzrn3gd/v+OHieivy4/Oy5gPdGuHiFoAfgjAfylePUz8jMHDwEkMiOjnAWQAPla82gRw1Tn3XgD/GMBvE9HSw2qfhIdNBKa+rOSbDUTUhCcAH3PO/TcAcM5tOedGzrkcwH+EV18eCDjnbhZ/twF8sqh7i0Xa4u/2g2pPAd8H4AvOua2ibQ8NPwJiOHloc4uIfgLADwD4ewVhgnOu75zbLZ4/D28Le+pBtGcSPGwi8GcAniSixwsu86MAPvWgG0H+mNWvA3jROfer4r3UIf82gLHr2b9J7ZknokV+hjc2fQUeNz9eJPtxVC+DfRDwYxCqwMPCj4IYTj4F4O8XuwTfgXu4COftABF9CP6i3h9yznXE+/NElBbPT8Df3P3KN7s9U8HDtkzCW3H/HJ4y/vxDasN3wouRzwP4YvHv+wH8ZwBfLt5/CsClB9SeJ+B3Sr4E4KuMFwBrAD4N4AaAPwRw7gHiaB7ALoBl8e6B4geeAG0CGMLr+D8dwwn8rsC/K+bVl+FvyXoQ7XkZ3hbB8+jXirR/pxjLLwL4AoAffNDzPPbvzGPwDM7gHQ4PWx04gzM4g4cMZ0TgDM7gHQ5nROAMzuAdDmdE4AzO4B0OZ0TgDM7gHQ5nROAMzuAdDmdE4AzO4B0OZ0TgDM7gHQ7/DyHk7JJ+YtuYAAAAAElFTkSuQmCC\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"dog0 = Image.open('dog0.jpg')\n", | |
"dog1 = Image.open('dog1.jpg')\n", | |
"car = Image.open('car0.jpg')\n", | |
"for img in [dog0, dog1, car0]:\n", | |
" plt.figure()\n", | |
" plt.imshow(img)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "fee9f9f1", | |
"metadata": {}, | |
"source": [ | |
"### Generating embeddings\n", | |
"\n", | |
"Now let's use `towhee` to generate embeddings for our images." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 45, | |
"id": "7dca2302", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from towhee import pipeline\n", | |
"p = pipeline('image-embedding')\n", | |
"dog0_vec = p(dog0)\n", | |
"dog1_vec = p(dog1)\n", | |
"car_vec = p(car)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 46, | |
"id": "cbf938a5", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from sklearn.preprocessing import normalize\n", | |
"dog0_vec = normalize(dog0_vec[0])\n", | |
"dog1_vec = normalize(dog1_vec[0])\n", | |
"car_vec = normalize(car_vec[0])" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "24b93f0c", | |
"metadata": {}, | |
"source": [ | |
"### Now let's compute distances" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 47, | |
"id": "986ebb2e", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"dog0 to dog1 distance: 0.59794164\n", | |
"dog0 to car distance: 1.1380062\n" | |
] | |
} | |
], | |
"source": [ | |
"import numpy as np\n", | |
"print('dog0 to dog1 distance:', np.linalg.norm(dog0_vec - dog1_vec))\n", | |
"print('dog0 to car distance:', np.linalg.norm(dog0_vec - car_vec))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "40a2b8ff", | |
"metadata": {}, | |
"outputs": [], | |
"source": [] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3 (ipykernel)", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.8.9" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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