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@vincentsarago
Created March 26, 2019 21:09
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{
"cells": [
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Populating the interactive namespace from numpy and matplotlib\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/vincentsarago/Workspace/venv/py37/lib/python3.7/site-packages/IPython/core/magics/pylab.py:160: UserWarning: pylab import has clobbered these variables: ['tile']\n",
"`%matplotlib` prevents importing * from pylab and numpy\n",
" \"\\n`%matplotlib` prevents importing * from pylab and numpy\"\n"
]
}
],
"source": [
"from rio_tiler.landsat8 import tile as landsatTiler\n",
"\n",
"from rio_tiler.utils import linear_rescale\n",
"\n",
"from rasterio.plot import reshape_as_image\n",
"\n",
"z = 10\n",
"x = 165\n",
"y = 398\n",
"\n",
"%pylab inline"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x1109db4a8>"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"tile, mask = landsatTiler(\"LC08_L1TP_044034_20180601_20180614_01_T1\", x, y, z, bands=(\"4\",\"3\",\"2\"), pan=True)\n",
"tile = linear_rescale(tile, in_range=[0, 3000]).astype(numpy.uint8)\n",
"imshow(reshape_as_image(tile))"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x11084e908>"
]
},
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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Z7yemVGi8opybMbF1DinCuXcMuTCXwlnj6RrPmAvHfialghgI1hCc9ttHu46Nd2wbx7N9S3AeC3Te0noHwOWuJQTL7ZiUZHdAKryMhRwnQmfxzhFz5u54pHWOxgjWa2Th7d2Ry+2Wv/KXvs9hmPjiOPFqsiQ8n774iE+eXvLP/1lPLpltUDf1/nDkdozcD+O3mpPvjWFYBvRxikxzImcdgClnjCiz/njXcT9GxjkREfpJY8oYgxEdxMsauUyCBerbCssXltaicD+LMvsFWdFErpB+4RSWvy8TzVc/1JrqnmDJou7FAivsA+PTOEewjilmxOQTbBc1GKnoMy7kmJ5msQx6PWt0xcs12gJCzEIqOvFTDRWWcuJMDIKYk8EyphKilUMoAmPKa5SliGBEjfNiQKSGcpMIaVa+x1p1I/bBk4Ctd+pfF9VcOGs5t5Yhj8RSdR/1vVwNM8E5dq0lZsNhihzniK8EYi5CFywYJXk31jPnzJNNwydnG14dRnrJjEVACnvnFZlRyAZ2m45dKrTecrZtKaWwbT1tcJTguB8mpmTJomSlM8pPiAj3cyZvW7LAdUyMqbBpHBeN55AzN3PkMEcdMwJiDB+fbTAGfvB4x3kTCN7SeMfdrOTlmDPjHGms5VlwbLzFtPD5dc+rMTJMiT4LzjkkJmhbsIY2ODAQfOByu8G2G2bjmIEffPcF/+xHP+OLV1fcjJmm2+Kt4Sc//5xPXjzl5qaheZdJaeZuSjgjfOdi963m5HthGKQIMWaC99wdJ12V7Sku76zFWMPP3t4x54wRhXaTs8RcsFaBarAWbw1j0tEsRd0K0FVZIwWoK1LddmcduZQqftFBjdEIRzFSj1GrXwxMUyX8Fh+/KAIxxlByQUohOEfjHalUPzsnDmUGdAJat4hvQLKsBqesLorFlYpQUKO5sPEaXjXEpHoDZzR8uJCViyFj4TyMMtzWmqrr0JCrXQhWswRk1c1akJfDUKzR0LAIOakmBAMb79k3gbs5MRfhziQuGk/nHUOF2a2zhOoa9RXZeWuhQJ8Sd7M+b86Fsy7QOEsssnInscCucdwMM6133MfMP391WyG84av7nq33vDpO9CmRi/D6MLJvPNvg6CfL1lu2wXE/GM6Cwxh4cbllP0Ze3w8qSgOGmBlSJpXCkBJPNy2pCLfzxDQmtueeR6Hhyablizbw5n5kiImP9h2///1n7NtAyYWUMocakgXDV8O0Ep2fnG+Ys/DTqyP3x4GXtz2SFfltG48TSMeeizyz3zTciyNTmIvBmJbvPv2U/b7BEPmH//M/JueMHO+5RIjtjv2u5cWTTwjzgd86g683whfv7kjTwH634dG+5b/7FnPyvTAM2tS/dEaFBUVEhUGN3uLVYaQUoW0855uW801DLIJLmbEyrsEZNt4x58LitlprTtDeGGLJFfqb1fgs/uLi0wJVRXaC385acllIM20LI26MwVVBhLP2QRTkBIOXKIAzBu/sipBOkQcUNVBRwTJJgZJPx9XHoAtOkU5d5VPVGQRnsUVUd1BRUBHBLddxKPnKA/7FWlrrVoXeEBO5Xmd5XimnNzWXwiEmMIY+JZyxlWDVez9vG0LXkKr+oVSNAxUZBmtxGM5bT3CW4A1nbYM1lvs5qojKOXaN581hVLKy3sOChooRhqihU28tmEJMhas0cVNvepwTF13gGDPPty1nRhil0DrDedfQupFUdKyMKTOlzNUYMcauqlVj4WqMfHzW8cnllo8vtrw7Trw9jjw/22CN4fo40qD99LqfOMTMb5xt2XmHsZZjTIwx8Q//6LPqMhampC7VZRuUDyuFWQpjzrwbZo6psE/C+fkZcTjwZ3/2//LRs8d47/np6ys6a7jwsNntOL+8ZBpH9o3h+vqW+2nAiPDkfMfhKDzdt3T+22U/vBeGwVlD8A4RoWsbnHP000QbPF1Q1vzuOKt0NmUOY2SYlIjx1oBRuelcCvOo/t8yexdOYHUdUsFWBGIWNCFLeBCWFTeXsrL3soSvsgplNDyqq7mt8BwMpiIOQSMLi9zXLGRWPXcpVbJaF/aF5Fvuh6I3s/4eqYpMJeKctdg6eBcdysmFUAguolxNfcCVvDOmooBy+qz6W6qZQGgWw8UJiVhqONip4VtIyJgLSKZfbYxhyoW7KZ6kyJU0VG5Hw5mXbeDZpmHbeKZctRFOdQ1TztwMEy/vejYVUvezGiAxsoZ1M0KRjDGqU/HGEFeFpmWICQfsveNdzthNwwYIXsnSxhqKqEvYOgcIfcpsYsIbw9NNoPGOqzEyxMRNP/Nk2/K4C3ijqslF+t7nooaucmRf9zMOGItwM058MSeuhlgl2cLWOxoH+8aBGOaUuYuJNJbqnhqcPxKMpd3v8M5xuL3VxTB4BEjBEy4e4ZsG49QV/ep2xDdbfuuTp2xuX3M9RqIY2m85J98Lw2CtYds2zCkRvKNrGpzROHUuheM4qxtQJ3nMmUNMdMHxZN+yCZZDTNyPkSRljQYA5BqvW3QFzmq4z1Wteaxhtof++aIXWNx8gKnCVWX2qeG0et6iUREDTOW0tDZ1sMkDJFKElbyMNTwL5huTVoUE66/0O4B1i1EwTDGpyrLOa40qGMaYviGLNvV6RQTJIJRVAu6shmERVsm5M6zxkIWLWNwmXfRl1Twsob3FAPoKMeZciCvKqbyDMTTW8Hzb8KhrVg1CX/MHrMAQE3OBq2lmHGeCtZw1XoVeWfmOYgxzyRVZnpCSt4Z9E7iZZ6zAJjiebVqsUWRy1gZFKtbQWMtdDYerwVaScNs0vOtnOmf5ZNfxdNNQjOEYEz98c8/jw8S/9+JCjbhAHzPv+mkls2+GSCwQc+FnxyMAcy7cjTO5FLpKcnpruGgDH21bOu9JoqFr6z1ZCiIFYyyNMZiScJKwGIaonNKTzhGMDoq2Dfi2ZYqJL9/ecTsX/vP/+K/yt37/r/E//g//gLHA9ZBQIfqv3t4Lw1DktGrnkkk5se8arDGMMeKsJVnB1bBbrKq9uRSu+4nWOzbB00+JWBTOAmv8PxdBjBqMhSEWWfQNQmg8cy71pVRX4gFs98bU6IABp5B/iYYUyZXVp56X9XuLVLvU6MUS2QjO0TjHscxEKauLsHAEBlaOZCFQnbV46xSN5ELOBedsjZToszbWYvIyWdSHKQhWFlSjM30hRaGGaQtYNEejCFAjD9YoD1HqeUxZIigGY/R9LP3Teo1IHGLieohqOMtiTMoiiuBRu6NxhiEp259FeHUYaazlkApDTNyNEWcNnRPOgiYOpexVbCVqyDuvnEFfjbgI6iK0YaVX+qTGM98JnZ951AWeblqaneZDdMEzpEyfMg7lIW5t5Kqf1ZUJnrkavsOcsAa+uO551Aact6QiHOdMa1VefR0zY8o0xvBk03A7RYa5ahus4eNdu/Ie1joShruqCdmGQNt4JbRzIZeCbzUSJ8ZUaXxh4+DRzuCtMOeMxIHeOP6b/+Jv8X/+0z/m7nDgRz/+CT/70z/l1c8+p2lbosBtH7/VnHwvDAMI3hliNvSD5hbcVyHPMEXaxtN1nu88OscZw8/f3NLPOng0Zh1XV2Df6iONKZMqyy/rxDQVthouNi13QwGrK9WSoPQwM8JWeK/IXieaR2PvuQ7GdRQuS2pBV/yF1X/wlMYoMjgOEWuXldSuKOWkmlxOd8qdwMCcMrn6vj7Y1QWQinxSyhWGPrgmilacOxmCU4gSrLVrxucSzl1ySWztg6ZqNtrOrToMOInBYimkrEKgIsKjLhC8oZ8yUy7q0kghY5hEaNBQ5Zf3A1mgcZbP7wYVKTnLeePxzqqmQjRScdE5zlrHYUr00RIc7IPj+abhZoo8bhs+2bW8nGbejZFpzvRV/mGBbeN5eZx500e+nzY83oRVi2JEcz7eDZEnm5bbOfJunHHGkAXGnAmN45gLP7o98vGm5eNdy77zvE6JHzy/wGFIKa8kcnEOu+m4PYwc73tSznTOYS28GWauplERjDF0zvN0o2RrAcRYXPAcBQ5DwszKS6VcSEk4jpEnneG75x22f8cwT/x/f/zH/Is/+SExJn782RcM93dsLOQps+taJtd8qxn5XhgGEdg2gdYHXt8eAPW5FuXeFDMB4c3dgV0ImhkXPNf9UGPlShbmXPDOsG0a0nE8hRDrqo3Vi4kR+jmu8znHU0agq1GB+jX9aSqTb43CWakx/moUrDEnZt+xxv1lWc2WB60zKlTVzDJBQ13Bx6Js9tIny1cWiW6p2aJLhuGCJlao/4v9Wt2YUAnYIgq7l3N6XwnXykVY8yDvogjF6H0FZ9h1QVOJcz6d3UhN5DIEp9xBsAbnNerhTMRH5SIar+HemykyF6kaAMswJ27GqAQtMKREaAJnjeM+aeLQlDN2gos28GzbMKbCmAofbVvOG80O3XhNlpqjoqnWWXbeIcZw3gUudy1f3PRcDzOdrwRwzQz11q5RiWM6uW7UMVEeRI6mXHg5TEyl8F275a9/csk2eI5zomC5G5SPOO9axtt7pGamqsDKcJwzFsNFaOhjJiFMaOSmq/1XGStAw9DeFHCW4B05JnVbxRJCINnAOM+03Y5hGBinGaxhe36OpESKiSmrpPzbtPfEMAj9lLjYdmwbx5R0pVhW0FwEm4V39wMHP/N4v6FxjsNkSUl5g7Mu0E/pAYFYKmFnVvafusIJaMQAQ1qQgjFrVqU1amSWVdVYNQ4ihiQ68BZOYXEDvLOrxFpqhGUu+WRclglowHizhmSL6LOqCtEp9K0uzQJCqIYIqRoDuzwj30AsS3/VK2LkJGZajFg1KWs/5FyUT6nkaFrOt3ynRlHsqt1Y8hNOiV7WGLrGEZzBFI3QpKz++771xJq7EqyllMIQM9lbXuw6glV+56NNwAHXc+IYFWlMuXCMCYNKjMeUKKXl411HHyAamA10jVfDOiYa69g54WzRH6TCkDLDXY81Kr/uY+b1cQIMU04q2PKWEkU9cRGmqvRUY5CJFTGaOnamXNh2nr+6u8AJdC5wOyWGaJiyWXmqQ4zMdfFaRHGtU+LxGDWbNFBDpj7jGo+1GrodK5J0Tl+Jdw7JBWsbcBZ//gS32ePuBtzuEdF3ZDS8G6xhQnBYppywD6JKv0p7TwwDHIaJpoYnk+SaQ3DiH3IqVXBU0cSU2LRB5cQidCHoxBNNHjKYSoZpss5KpKkMkIdTyDolIk2dLIsSkeq7g7oOqSiUX4RIC7pYJrmtPoDKrC2mZCzqKixuhDGqGLSL01Kfr1Qi0BghJU6GpxZpAXUH1FiYVUuxuhOlrKHVh631jta7KjtmfUanLCPzlE9oo5KLC8FZqngq1NBtTFIRmt6LQYVPU9KCMcr0ayESzSrVSFOMhTmWqmjUyEQwMMVELMJZ43m+bUE0Xfud0SzZKSaWWEvjDBZLRpHOszbw+V3P62FSTQZQktBYy3nb8GijQ3uL5TDNtM7yfNcxpMzrw8TVOLPvWtU8ixCMIZnCZRvYN56rmgTl63srNZKj6eUwIQxz4nqMnLeeuQrP9sHRGsPPbkfeHAYOc+KiDWy9r/2vBLUiWEPrG0JFj7EI2Vhwjgmj78zYKmwTyhwxGB5dPsN7ONJw1m157Br+p//lf+Pm/oCgBHIpBW8dY5lwy8v9Fu29MAwAsRRiTrXoiH62QFxTO27beDZtYIyJKWW2puFi2zLMkbthqpPstJov7HyxgBR9uWlZNr8ZdVDDUaXFpk5SakJUzZlYWHid5OhEqhGEIoVcTlyGRgpUBbdAc+f0fqacVtlzEcHXB56jSnwf1pBYkIGxOklFWGXKS30CDRl+0yiY6mq4mlgma388eOZlsEu9RrUQGk3QTFZVbloKGgnJtWKRzQbnIGZhTgVnDaNRxWEqQjC2pqLDWfAc5kwuwn0qCJlgDfdW05EbZ3k7RjqrpOLHZ35Fa1/fj2TRvIqLtqHxnus5szVKNuYCt2NkTKqBcVgEQ/BKJjtRHmrXeNUTVOJ6SJmdgU3jSEk4jDMpF55sAlmEWAnsRTT3+X2v/IpTFe4+qDH7vz6/ogAf7VrOgycXYYqZSaCI9v19jJw1Gvo01nIYJu5j5mzbqVtsraoeUUObjWG2Hms0jb5r9LxzKmzbwIuPP6WI8JOvfkL77obffHbb0vWNAAAgAElEQVRGHI+0DkrKUCypQEqZfpzZtYFd9xeQY1jaMCcNpdVYfa5iJFNz6ceUOQX4NKPt0fmGbRN4eXMgZh2gIXhyzjUXohoJDHkJA9YzVHTIoopsg6OfEgUhOIXQS4RjMVbm9NeV1FQ//Zsl1mCJ+Zu68utvFvS/HCRAlAKp/quY1aip4agTlSXfo3IYRpAqKlqKxeg9CQuY8BVZpFrmSypEKUWQtHgMJ/GRGhPtl1SWkmWayZlz0RT46rKQgaTX3neOrnGkLMxZagWlWrHJGrbBsWv05t/1yifcV5jeeluLrVj+ytMzpGaxZmDfBr5XiUoLWOu5i5l+SlyNwuM28Mm2o7WRqzFymBKgroMZ4aJV0ZapRm+sadgbb1d3zVnwBsaouQWPNur7P9tqqFFESc7ryRNrH7XWsvFa5Wk8ZD6/Hfjs6sD3L3c8329428+EpiUjnLeBZ9vAx9uW6xls8GyNYTiOuhDlRLPdI84Q0DKAgmCl4JyhMYUSJ70XLIjnzduvcc6SshAPPddMXGwaUs4Mgxq/qB6i1iIpGSfvSdr1t2nWqvJtSFrdp/OWfdfgvCfmwtvbA8ksen19QBFh03i+fHfPrg18fLmjbRwlF8aY2YSGY8q8vj1o6KfKcbNZfHJZ6+0ZoyG+KeXK3oOp+bOp5k0YLGSLMVUEcEoABU7VoZZcDFgQj5J0UsOBORd8dYmKLIVXVMkISrSeKk1WDcJSg6Iu6cYsdRiElE4KRoG1MpIiFp1wzlr6FMkqVlRy1SpioCKlxYAtTOZCwLXeEaPWnrBOYbfDELzWRmi9Cq2mWeXMqvXQqNDNULUInV/5iizC1jmS0xyIY1RXpvGWP3p7x3njebZpmAocYsJXY/Z00/C0CzyOlp/eZ14NM3dT5O3g+c5Zxw8uNsSscDwW6k/hya7h2X6Dd4Zjirw5Trzp57V/5piRXLjsGuZS+JPXdzzbNjTOcj/Xmo4i/EcfP+brw8TrfuJ2jFwPE18eRlIRdo3mYrwdI6+HyGXX8OrdLdumCvRsIIWWMc3MMWKt4dGuYYyJMcGm1nm86AKha+jnjEkTzjheXQ+QM0jGNwGTzxBUyBVzogmBH14lfvc3H/Pl61smPAXN8cilcLk548l+w03/FzCJSkTRwLJaxVK4GyaaUHh8vuc4ztwPI1JqDYMqRjJWk2EO88yUM+3k2Taei21H6xxlVCQQEzSNI1jLdT+ufnq9+srEq8ZA/etto5WE2mCr1NcwFTVKC+m4wPXFhVPXQxOyci6rXNdb6GNaa1C6Ku4RobL3Stbleg+WGkWRE0J5QCec+o0lwsAabVgzTVFx15wL1BRzZxQVGWOqbLxe7xdOauo7WUupZSUnL/cbcsqMMVVjKkxzJCV11RtvcV7DuasxMZpR6a2lbSz301xrZKi61FiVfC9VpQ6TTt596zkPga13PN02OGPo54wzWootOKvGZ5zpoyKU33l8pslcCIc5EwWiQJBCYx0meG5sWgVmjVP+xVWi+W5KfLQLXLaBKEIC5iw01nAbM84azlqPMRAqwXg7RPqYNOsU7cs7A+ddYM6qszECxy6vfI0YQ+c9iCKVVH3FJNBPUcPOKVFKJE+aEbrvAiUEnHfEqOXuchHarceK8PXbA2I8zhVSnhlnRUDTNJ8M/rdo74dhQP3k823HOM/EXBiLcJwTm67jxZNHHL54WUnBKtUx0I+zrtLWMqdCKYlUCtu2xTsd/LYSaQa43HXcjtOae5ANSMnEOrt1chl2baAxjQ5oZys/lXGuYCqZaI2t/rqee06az58RUs5Iga5R4khyxQBqUdQorYZBoxCaT1Cl2ujnSyakswp9l75icS+MuijmwTtXTZesRWTmnPEYtsHTBa1WfViM1De+Z1aibzFywZ5qQlijE7iIah9SzqRc8N7SWsH5Rc0pzDEzzXnNg8giGNG08jkVSq0RWRCMmJp+XiG/hVkK9zERrOW3nuyJIrw5TkgpfLxt+e75huIsXx8H+jkzpcKchc8PAx9tWx61gYvgEGAWONQkrja4Ve3pa+5ACJ4uCCVm5lS02EuNiEzpVOcyi+oMztrA9TRjJlU+bhvlQ9qa0LYJjikWfnp9wBvD803Lubc0ksE5XGO4mRK3w8RNr4jDer/yYwv0H6bIMEeswFnX4EMgO69JgHOibRuePTnj4+dP6O8P9H1k02iNzpQSKSVMKdz3o6p9f5GV/te098IwLMYs5lSFLaqAzEUY58iLx5c0wa0FWZaVcohpTUlWxWQmFsvtMFKkoQh0tbM2wWv1pwc8wBKZs/UWClLzCyyb1qP1iS3WOrwXfLIMYyaXXFOSH5RW04AIJVfJsWgkY05aC5EqphFTczFqCHWpqGQw2HB6eQs6KCLV9bA8ZFi+0XfVhxZTjc9yxBJiM5Zd61cF3ym5a6k5qQzG4k6UBTaczgQoOdo2nsZbkjK6WnDVJEQM8yQMU9IIBPDoTPt+nBThHcaoBllOJddPp1/cJFNrchRuppmX/aSrf848aT3GGQYRPjnrcAau+pmxTuSXx4ljzDzbqNhp55S/eHWcuRXh+b5VPqPmOEwpg6lJa6lo+btUuJ005LdrHBunXMntODPVsXacEzvnedK1vO4nclFi/GITmFPh5/2BORW6xvN82/B01/BuihyKVj9/N0xMMSrZbF01nFqcZuctrggZ+Nn9qPUcWk9wHu8drXHkEsFAG+DmcMvhMOPEMh2POB/YtC1N5xn6nussWMnsHmbB/Qrt/TAMhlqLUHmEpTljGKaJL9+8Y7dpkWEixswyu5eYf8yszL93GuY664LmWzjL2flOU3f7kSdnW+aoxGQ/zUwxr7UIQOs/3PQDRXQVwjiCb2hCR+e2HIfDGn3QBC3qT7tq+hdcv4iSbE1zpiKAXERTtB8864kWfbCMSyVZa3aiq8ZBHhiHZYKtn3zz6yuMvBnm2mdayGZFSA++T1GOZM3rQJO3nNFy7ZvgaIKSYyYpLxNr/8VcGKfMXEPFZ21QEdGknE8usha2rbZMM1IFNk0gV4LRV6nzFBUJ/OjqwNY7LltPW0vdjyK0Fi7blp33vOonXlcXcSrC1ZwQDM86z9Y7Nk5h+pSETU3U6lNSwlVUNdpYw77zFFTevfOOyyawbwNzyrw6TBSjCWbPNg2X2wZjDV8fJrbec9m1et8p4Z0WbHmxb3m2axERroeJY9aw+hwT4xSVG3JwHGe8NWyDZeu0P0rMvNi2OGcYU8Y2gq/js+kCF5d7tt2Wz1++YhgLTy7OCcFy3hpycXzn00/46ouX/NmrO2zOmPbbTfX3wzBAzWPw3E0TC33mnGGcNZPy6cVe8yRM1gkitS6gwFRrPoroqtZ4JY26JrB3DoxGODZtw95a7seJmBIuWrzXSeCsqeSYrhzXx2H1260dcbanazvaZksZe1LRku6yhCI9J2heV8ElLRtO6ERQzcHitqwbzcjpGP3CqepSqbN4USYu4plSeQNTtRnfCDmCst4CvhrQU6sHlFPK9yICa6zuY+Gt5hI0dRMTay0hOByVBM7COCclO4vlMGZSLDi0DH3Xee6O8Rsl7hbX61RBSiMn1kDwfi1Cs5Sms0A/R1LOXDaO88Zzl/Na39IAF13DMSbunMVZp0y+s9zU9O0scNE4SvXhEQ1zpmKZU17RYmM0emKdYRc0iQ9rGYupiAqe7houWk9wDuMMfSp0wTGkQpMFW/Tehzlx2QQuu6bur2H5dL/hJ7c9wxQJ1rDfdaScGVPh6tCzawLBGu4aB63mcJy1nosucJcLpqplY0784NOPCCHgXEMwDRMTh3Hm2cWerrVcXR949eaaaBwhBEYTaMLmW83H98MwiPqvs82rvDjmTMqnMmw5JbbBc7HdcD8MHAbNoqPmMhRR1tzXMGM/abalM4bzTYMAP3tzjXeWy13Lv/3pM7a7PbfHntfvrrk5DBrOKjqIG2t5tO9AhHf9yBwn5jjhrMe5gPcNMU2UkmsFocoHLGygqYVjZUk6MiuLuPAGi0YB9N+2ymHTIqJCE64wWosxVlfIG0vWjKaqq2DlJajkJdSs1Ub90iFWSWxNsUhVz5FL0d2XKnSYU+LJbqOGwHvlDWpth7tx4jx4lVM7w37TaoisVtzy3lay1hCTag8ShTFrKnHntQhOKlJ30NIchZwyNqubZGrkwirJUqsrwZsp4vuR755tVRswRV7sdKOX7eWW336045++vedNP5OcRn6+PE5cjZHffbxn6ypPYix90Xd07uAQM1PWGhRv5pld63HO0HrDMMwc50yehce7DbPzDFILv0Z9d/sQ2LZOC7SME9Oc2HrHbz89p20cVzExpRnnHM/Ot2y8ZRMCd+Nca0AUrt/ccNUr7/D69siypcHvPjvXsW0cGUeortb1zT2bTUdM1zzKA8fjgdubyJvXDWe7LWe7DTfjDc5bnj95xDRN30Div0p7LwzDsmvSUjsRdIUyoi7GUjl5XyveSs2hX7iGxVVtvWNb90AoRRjmmVI0gWbJcdeipZY4z+QmUXIiOOFy22mCzjRTajbgrvGcbwJdcLy6HyokThhr6MKGEBzTNCjnsJCBqCHTcuYQOWnUNTdiqR59klSvq/Z6zKnE2pLvAIAoQbcgj0XIxRpqPPElD4u0zHIi+mw9VykneCIo62dqv7taMyCXQhblTTBV8VcVqX3UvI6cNUu1az1NUJLTW4MUwzinNQ/FOSV1h5hrncRKulZktEQKQN2/ULNgbZVMz0X48n6kj3mttmWtZeMsroYzl93FplTIpkakinBXv7P1ugELIgw5c5xUFm+B+2HiMEd+49Ge86bBiGoyjFFJcrKBCYMr2p8eUSn2bLnqZ94dJi67wFlniTkzlsKhz7zqR83QtJbWeZ6fdYgTDknTsKekRWRup6gp2nV3MgG+OAyEfiYET7vV8bTrGprgiClhp5nHZC4aS9NsGF3Ho8tLmiYwjQOfPnvM3/hrv8s//j/+kLvj4VvNyffCMIBuILJkGILQOLfWEUi5MMyRi03QIh0GwkJGLmRiZeOlCMkIh1FJIWe1YIcqGmtoNCZeX9/z2ZsbYil4b2hco2FOr+HF64Omc19sOvY19PTqblDGvySmeaBtOpqm1fBRVk2/NafcglJTqtcU7bJEGdSU1R8swqJcj6Go1sDaZR+LhaA8hVmdMZUDqCpMZU/XfIlgNSSmoda85pDkUitC1SrSdtFI1MGoLoyGjDvraZtAP04McyQ4rZJcspzqLVSks+08weuuWogiEYNZhU6p5kjI2keGomGhOgKE4BzOa8ap7v+p13A19JJy4eW9xuMfb1r2wWtJ+XqGgGHjtc7FnAud9zzeNNzHTGtVjk0trDKlwk2vvn1bc1S8tXgMcdZ6H33SseGspom7tiMjNJI58/BuSlxNhdspgfe4tsGkyDhF+ikx1rL7sRaOefJkj7XqelwfJ6woUtl4w+Ou1QI1U1zTxa+nSGMLl8bQlUxjvUZ3qosbMQzFkH3DEAuhbfn4xRPmcSKOPY8vz3nx7DGfvHhG/mL+VjPyvTAMUhn8ZfMWOO3TkKo4yVqV3yaU1Z5TWUNrepJ6nlJUKVexqIhwN5y2hysC/ZyZvVaZnlNBRsG7ROscZ5uGjy73HMfEGLVaFEZDRiKGY4wcp0hMuo2brSvtUg9RzKk825Qzi6JQszMrn1EVlbm6BpUiWAVPogs4p4pPZSUKF7i9sapHWKpYn2ScOlm9c98o36a/klXzv3ztYdRhyfVwxoBztI0SJ3PUfTOnnMlZ1nT0JRlrv28J3hJj5jglRAqb1rNrVVNgnHCYYJp10xipxmglPdHMTNWlaH9Ur6tWmlr6yay+9nFOfHU/8HTT8NG2IQr84HzDky4wpsxXBw3TfbRrOcyZPgtdVk5jTLKSxEu4NGWVVL/pJ5bduzAqtjPAzC0imf1+z1Hg86t7xjmx2W05v+iw1iElM0cNmR9ywhvL5ablMCcaZ9m3nn6eict9xMRhipRcK0o5rdUwpaxjvGiE62aYMdbQNgGspa/jeRwmohF6MUSBse/52edf0ZDxLvDy7TX/z5/8KU/PW8yT/beak++FYcCcMgpBB8OU85pi7Lxl23T6QkWlues+DlXPn43uv9B6p2XAaqrxUisx58zjfcvtMNMG9SOXbdpKETKFY9I9C40Unl/smGLiaphW5vy7jzvup4nP3t6pPFvyuvnMAvmllG8Qbg8r7bm6PC/uwsL+qytwQhS28hSpCqKWSbH0lXIwcioqu66ZiopyKQxS1p2bqCtMTosOoZbOLzX8KVViLYrUDNAYi6RMP2XIqtlPUWFJaBybRsujx1o+fspaczHLsuGOVmFejGGwhlhDkRqGhSUqqnteurXGxbKVwFIxK9VcDN01XJOo+klVg9ZqOfnXQ+Q7u0Y3u5VAFzy3kxYn+UuXW+6mtG4k45zjctMQgmOo9RgX7ccxKfLLRRO6jlH3MQne8fbmlhgjTWhO2x3ME7tth+202KvJiS5NFOCsC3jnOGvVIMacmWLdUxXWsgJiIIpwnCPDrNdvXa37gTBm3URIFw9DmmfuxomtNxRnSOj+mvdz5tiPFG8437Xc3t5rZOgwMsx/AcOVD8S4K+Q1mLWQq76YQD/NHOdZ/d06wIJVReNUMrFm+WmFo+XkZg0pjnOqZJn6tEvKtTOa8iyonv717RHvAgWDFN2AVnX/KpJKJXN9HLkboqbj1gFdA5JaTo6F7WfdJk6fR1aBk0UToU7p11Rjt3ALJ0JzKf1WO0zPmc3p2GWJrddEFvegbiRTawoYcyozt7TFnXDOcFmL7FIyRK0dsG89Yg33U9Skno0ORG/UuOakK+VSubrxbl0Nl0pYpaJCSr0jUZRl0c1aFhXmwqEsVagWzkYNoxK5uaYx56Il373T1OaPNoFchEMsYCwXrTL9L846zlst6DOJCpxGazjrtNL1zVirhKXMUHLNkdDQ5EKULqUyru8PWvBXoPPKqzQl048jhBbnA21ouNgo+jTVjYql8LjxdBZeH0amWkhIEI4l131SNOu2axxtcGSrLp1k1jqPU5wZs1DijHGBiYAYLVzjDXVLAyjzwJA9r16/oR8nsvkLWNptie9reP1ExC07TosIt8cjTQh14xZZA/AF3ZDjwnfcjzMpZbpKgOVcGFNeVX43/byiE6rvGqzl4ryhbSx3Y2QYMi/vBkoZ1hg/xnBnZt7e93zn0Za//PwM5Iyfvzvw2dWBfs6n5KUaRs3oYFrSt52K/k/1FMTQOl9rWNYt6epzZ5SgXGay7tZUvtFf1lqSFFyppJ0ooZlKzc0QDW16Y6uvXutTGAPlFD60zhKs4/l+w0fnWw4xaXapaEn/uWi6dU7Cv/XxOcHX5J2YGKIihH6KGoMPgXHOxLrKpizEWlIvZaGkouXzMetuT87pblpSJdQxVyKXU5p6404IJYuse1BsveN+jLw+jFy0nnHXcD1nbmNizsKzbQPG8HqqKsw2sHOWu2HmMmi1JJvBtQ7befbBcT8Xvrg9AkLrDWZWvcNYi+OmXAjWsmsC3hm+vh9o+6gbMXcdvtuwOX/E/TzSj1puz6Jbz9mbIy/2DWYTuHUeti3Xx4EpJYaqwLXOYBtLcYYf7LbcxczVONHPM839PZ88PiecbZmzbleXpbCTmW0WnjYw2kRqN5ztO7ps+PzlGz6+2OLab1cO9j0xDOpUGlnINd1AZJlUPCDZlsl68rkNU90nMdddlJat18YlddarFHac8xoa9U5XwpKFu34izOrbzUll0M7CpvGVh8h47wje8fnVkSlmnu1bnp9v2Haez94eeH03rlqE9ZHqAq9IaKkBUes+FKkZffo765bUpwecQDU0eYk+cIrElKoeLKITTdOyDI1l5TiC1VqYmArP671pncdFJqWGZMlCbINnKIUiBt+oBsJ2tiZTGlLSFb8AxixCLThWCbSzBiMGTFmjHGJO5ClS61A6Sxuc7okhqkLMWfum9aqu1OxWNXJzznVX6SqwMrp/iBYyMYgxTEVrPnaN4766DsFa3h3H/5+6N/m1bcvSu36zWMUuzjm3eGUUGWlbsgxC0EFISDRASHTpuUsDyf8CbtPyv4B7dCxBx4KWBUKij4QsZIkkbaczMuLFq25xztnFKmZFY4w5177hJP0eJE83tiLeO++cXay91ppjjvGNb3yfKEinzC8edhwHj1EwdOcMIcH314Wrs3ReSE3eFD47yKTlm2nl14/XRmhzViQC50ns7I4qyTYvYrDDfo/1A2tO4pZVoPc9L0bDw67HpcJqAtMcGa3ls8OO79eVvASsE/5OjJmHvscbCUypiGaEi5Gewt3guMwLPifiutIfBrz3pK7H7kZefvEF19PEb759yxXHz169/lEr8qMIDMbAoKCL3Hg0MFGQb1rqH244/iJkJGSYpHS+YmTGYtKl1HvHi/2As5ZvwlnHd2Wqcuw7rktgdAP7oSOcrlgNSN5Z9hU8s9B3jpxkKOnb08zTtPKrTw7cD32bolsUTS5FiUbai+f2eFvBoaPaWeTg0JZl7UTU7KnKw22CsWxvqKVD1ueXItbiRUuZWEQg5bP7Pb9en5rXBmx+G+IVKR2h07xSrKUfRJNAOBtGKdmisjUFtcBrpU3BO0dKkoJTJGuJSUX1a6u0Zic1eBhDRWecMSwaFHpvGXTgDWR0XYmaWCNTqNrspBRJv3OR6/LdHBg7y33n+OXdjillyXBCYokSYAYr3JApRJxR+znvyKbwuESuQewPp5JZs2xIvReFMBEAgmPfMSdpdWYVzt11njAvnM4n1mXm7v6eznsOu47BWa7TTLSGd1H8MHKSxe1Lx/O6EorI32GgpEJXZP5mcKLv7I1l7z1zgjEGHnwh5djcxe96xzAOPBXpoF3nlaRg8bdvH4npw/Lx3/T4SAJDhacNpWQdhZZdVZB/uTFEJET2q845dp3TgZ4shCit02oaOnjHfujY9Z1w7Y+jADvW8m5aeHuW8PGrF0escbx/vgrSnwtzibw95ybMUoFBrwSi0xL559+eOKoq8d1ugBnSKs5DlUMgd3S9seukpqpYa7sSU0110ZmHbXahgGRLGjiETs02OGXEfAXNthKVVC2tybQGzDP01rHm1ERfQG42g+gedE7ovBkE67Awdh3OeyktKBw66Txckyx+iwSImCSQVu7DrI7bMmp+03owIp1urZi5lkSblPXOqpCJgK6VZLboNR86ud7OCFkrRBFfccaoXmPhzbRgJphGz8Hv2TurClaW3z0tIqaaC/vBco2mDdd5Z/j53cgXx8K/eD9RnGGK8LhELiEyhcjoPZ2RsmDnZKQZa0hGzGx9J2Y6krpGHt+9pfOe4bjDdR2XeWJapXRKIbHrZCAL55j1fEZVI+uc5c57Ykw87HruvJDK7saebCwpJu5cR+kd31wWugKXJXK3NwzZMC0rf/abr/nsxUvGvmNeF7578/ZHrcmPIzBAIyBZZ5vse6EoMEVboNaCKaIDANKJCCmruzUN6a6ob73JvLO8OtzJ7ALiWHw9zxiEqx51iEb1YslFOiPiPWDpek8xcL+TSbh1Wrks0tLsnOXFfmTX+ebmZK3hvIZWPtTvKdjH9sWN1QChYFysz9XvWm3geyfTkWtMLMhkIzWw1E8QYKGBljXeXkKkM4JpzCm2IDx6x/3Y0ynwGpVWvUQZH5tcZOgkvR37jsGAMyAassJuLFlmI+YYtVwoat67zYhsTIVNGr+qYVWJ+cG71lKuDlZryYQ1kShMwXDWac/qEpVKoddOBYjQT80A6uwBwJ++OXNaEw9Dx7s5cIqituVzYdZO1HHwdM7w80PCWsvjGnleImtM6hEqHQ5TaMKxXgVug028v0RO89o8OSoIfnKidF61PnZdpyPmkdOy8nLs+cXdnt8+X0gm03VOgkQufH4Y6JwlZWHujurALua+8GLwLaDsvGOwsM+JJzLP04SzHo+hFMs2J/vDHh9FYBBAUJD1Xg1GcykcR08sQgIZXAclK7HHMAfNJHQX6q36Dmja6p1h13kOQ88cE9O80lvDmqS2T1ls6FPKzKuoCVkLvaK/s0qhD51nrwMoucDzElqrqmohziHx7dPlgxu8klq8s4zOMnaOcZDMxRlhDp4XUTOKilxXMZMq45ZzIZTU3LFDlC5BnYfQrqYEgbyNQzsjEmSt/UtmzZLFfHrYsx96lhilRMIJwm4sdhAhKd91OhAmxLJ5jjyeJ8ZOcBargFBxhvOaiUnGrGUqs34HKUGMlWGpzkjrdPSeyxrIUR3CvDy3ToYuMWmAFgm8AngvYOMchTI/dq5du4sK93grg1v3g2e0lmIsWMtpCko3F4OcROGz48i1WH797SP33nDUEe3LkhiMJRsYraUfPJ8MR357mvmX7y6NkFZr2VAyKRYu04ryuvCqEVIndZ+XoDyUwufHPS/6jp/tRbr+kuHtZebnLwYO3QMnDUbOSVfimrU0pDDFzDklemf55YsjUzEce8/PdwM5F/7km/f887cn+s7jD0cehpEuz1jbczgc+JGVxMcRGJqNnBHr+Zgy2eRmcApyv1XuQkqy+yRg3zs+2Q/snOWr08yTZggxZfCCXVxDlLprjeyHjuuSRafAifjsi8PItIqKzmE30PeOt49XnKa3QycBYFrFKctaEZyt3Q6jpY7T3nPQHa86ZC+pELO4LB1Hz8Ouh2nBGzHivYbIaQ3Ekmji4Qq0iE2FEXFcthLCqddE4YawpISpYiT7yHljOHTO0XnLLz8VJ6Wnaea6BnJG3MW946ABcAlJyD29k4UdIGY4zQtddFSZuVXFVepnCBi6HWRICVvEJGjfeY695xxk+Kx3XnQubrKHVR29xHVK3qPvnLZ8JeB3ToJtjEnNjiWYrEmyy8GPjIMHa1lV/ObuMPLq3jKtgSlmfvN4YUWi7zlqHygXQkw8DJ4ly+d3GnU/HTv+wumwGjJJWwFe39nG21wMoAMAACAASURBVJhXadk28pcznJeVUgqHTghfey8791yArsO4QEkif3+JUPU6QoyckU3ltIqmZefFVi+UwnNWaUNnuM4rx14crZIRadyDs/iu4/E888WrT3j7+AdIic5ZZcScY991LDFxVQu2oIShXDJLSFvbroJoiKKPN5tWYtYBpKETECtGYaPNIZGKyH5J90E6D07r3lENdENKOkxjW0fhMHQM3jEtQp5aYuI0rTKhZ+RGGHvpApQi9u4pZzXRlcMNSvHd9zKctGDovSxYjDAD6yLLLSswTa7e+rr8dL5AF2hVL67nJBfTUnajP3hnuBsHvHVcFqHHpiyai3MUVF/APyGICd08q3+GZA85FS0ZlK+RNg0HoyVU3VAra5Ns8NpdWVTp25jqziTHWCrPStvWTe5fdRO8FX3FKrpTS8fBbxtHp9eq85bXu55QClMqRGOZcqHrLM47vnq68v66MA4dr/a7Ni2ac8aVwh2qeiWHhDOGX9yP/B/fP7Nk7VgpnmKtZV4SqKR+0YxCyl5hmRal5Qs4nHk/z7y9Bvqx5+Eobdg3IXNnBJNaYmCJkcFbDodBcC1XcDmqQrWS2kzheU7YmLCl8EevjhzXzHdTIBvDYERDIsTA2zffEX5K+XhjzJ8DJ1QatJTy7xtjXgH/HfDHwJ8Df7eU8v6vfh8hi9yNHfmG72/0hqIuAAUQTNkWx2VNfHWa8dYw5donl51mzZnvL1cmFXi5rpFOT67R1/debr41RC5zwK5yc31yd2A/DoRceDxfiDGrZV5kP/SMvbDfDErbVsS9ppT7oWcKK1nt4wvicXlaMv4iNntzkHp/10tA3PeStVScod5kVT5epjQ1GyjCW6jgHdAWl+KdrfVrraDmr4+7Rkpao6Dpc07Ngq73IuiyrJEQMtc5KrMyq88mULUodBE43b2N0fLnputSpfI6b5migHj7vpOFoq0ba41YwLNJo906fdeMrHYn1iSIvlUJvZLlGMbO0an4bjaGOSSeFykZf/N05cW+5xev7tR5q9AZYRfunGAgU7KsQdL+zsBaChHRtkyl8Grs+W5a1ONUvq9TVLxmM96J0lPOGYppwTopSe7X788Y7a4djGU3Cufm1djz5vnMaVrpDHx67EU9u3Oc5yglcd8xOAnwfS/CrwHL2zniKXSjYcpwCQlI9OMoSlXWsM4T+/1PP3b9n5RS3tz8998H/pdSyj8wxvx9/e//6q96gxoEnDHkkghBbzT9u9BhxfAzZbEPN8DzupJyUeqraSi/NbJY1zm1hVOKgFZOyTG5yJef18ib54mUipiN7kdxubrMKg0nGcj7yyyKUqrvd78bGVR/0iiYuMZMWiPWWvYq8jFZw7JKT33wns7Lzha1BXleI+c1COHKiuNz3W0nVS4WEFHai5gqYY/4Y1SQUWoOKWusZGEmF4yV2mLwnrBGLmYSzwFj8Z3haZZzGLJ83sNO6nSZRRFRlxQkGKfqh6HovFH+QzJKS0fKmRoU0H9nqqWffIZ31T8Unc7Mrd1skOP3MiyiGpV6voqI1VgnJVZ1ta6Gx9MaeXdd6J1I/X1znoi58DQHphjF68MYPjsMorh0PNClwPvrDMYy9B1LTkLG0mP2KWOK4YvjwCXKUFQNCkVbrTEX+s4yenFmD84yL5sqswzIZZ7nwN3YcRw7NeixIplv1QDZiQfmofe8PAxModA7VfHqPC+OOxwZ3/fkEFhS5LIEfC48hTNYy5IKyTge+pFPDwO/+Xph6LsfaWn7/08p8Z8D/7H+/N8C/yv/hsCQi4BxY9/RK0W4goBVvANg8B0hRZnAA7romopz80bQKJPiNlJLoc0GTGraYfVmPs2BdVG8Yeh42I8U4Pm6MC2rAJEhKqZQWjups4ZLkEAB8Oq441l3lNpe3XdOxVVkAYydxzvHdRWEe+i8tNCSYCJD5xk6z/3Y46zhN++eCTlhrAivFt0hK1Ba2BSjrQOnBi9A87sAPZZBBnBCRnwM9C/WSndhSZnHaWXfe17tB6yzPE3SrcnaATrHRCnK1CyA6m9W+746fn4LgAsd3GpPQsa2Ux1yU+C0ptvotZLsUHkLztVeNTlLcC9Gp3GzzthQhB4OfHeZeTst3GlmsmbR4ryGyK/fPvOLuz1/dDfKxOS6UKxh5wwHBTTfnCcBna04sJ8vC8VBZyx3napdW0iaKRQETBaTYSfiNv6mpCqlqVf1ndUhwMLd0PGid/Sm8BgiK4XdbmBdI2+nFescIWZGZ4jAuOuIznJdErsQ6C34kum9ZwmZ02mi6zvcbk/vPSUnUliJuQgYW8/vD3z8fw0MBfifjDEF+G9KKf8Q+LyU8rX+/Rvg87/shcaYvwf8PQDfjzKRtqx8fhg5Dp6310VT9WqYEtSzURZqLoVd7xh8zxpkYc+KTSRFvO/Gjmpx3whQihcU4GlaiLFw3PV4Z/nk/sD9Yc/T5cq0Bs6zpLoPh5HPHw6A4c+/e2RJie9OV6EMq3qwc4JRuCjS90PneHeZ6K24VIPMUPTap++dw1nL0Hl8gR54TEG0D3LGWseu6+idE0CrZD0PBeOg7ywl60yB0cGsmJqik3NO2ZCAMTxdF3rf0Vm54TJSShz7Du8N1xRJxfDteeHVcc/rexlD77zhPK2c58AnzqvupnD/l5Aa0BlS5hKkiKjX6W7s6IwMIq1ps+vLBXK+GYRDWqmiP7lxQGIRVJ8iAaYGF/T7aoWl3RmhWJ91WGgJmYex57O7PV/sHd9fVr69zLydF4wtfHkY+eXeULzn5IXE9HLX8fXzhec1chw8L8gMg2Qsd97w7x7uRSIuZU5r5M208qYsVBPjVAprkGBZbQlq2VIKTHMgRiGdneaVt7uew9Bhx4FCYdd1+K7jOSW+f3Pmy8PI95fA3a7Dxszvnp+ZQ+I4rBw7aVnOa+IcEn/0+siLoeNdslwTPF9XHi8L2QgF3LmfdlbiPyqlfGWM+Qz4n40xf3L7x1JK0aDxrz00iPxDgN3dQwGx+v71cpZUWwE3bLlxUJLefUylAXK1p11BxDkmUSEuquXn5AQG7VRUEZKgLD1xzI7YaFjePnO+znx6v5OZd2vVLLfIyLCzjL2Ao8sqDtlopnKa1qYn4Z3MYFhrxbhUP7cgO0vnnAJNkZAMgzXsvCw6yR4Sx6HnOMpn1V2nMypNnzMv9yND5zldF+YkffEYi9rc0YrzXIR7MCt5qR9F2yCnSpvWcqsUpjUQkuW70yRljaLtOWVBeUxuQdlZ6eh0nWENMprtvW1BFwoPu0GzG6nrl5SoDM+qO1GQzsSchFXoMDpwJQuszk6AcjuMtjY1MTHWaHmz+WnsvNCMP7vfcxwdO2f4m53n0Dn+7PHC4xTYWyd4i1l5PwW8ERVoOQeZKQjoe+ct97uOrCAzOfP+ugptPEtp5ZX2bUqhN1Ynb1X7Im9TsE2lqxSmNfH1Ghk6zy8+EYaptIJhukSMs5yDcC9eH/f048CaJFs1Bd6eZ3LJPE9ipfdy34MtRAtZAcoQorbWC979hKa2pZSv9N/fGWP+MfAfAN8aY74spXxtjPkS+O4Hvhcp6cKyTlpCJrcWVR36cRgh2OgcfQUqT/NKp4terx/XNbLY6tsgTJqKT4QkZBI0la0Tjucl8CIKhbrzQrhZFSis4BYqdkIR4Gvfe84qZW+McA723nHoujYTEVQ5OtvCy+PIoi3UVOASpY5dYlJwy9J3mS7By93A4B3P14WUdKEYCZwvdp7h6JhC4O00k3Pc1J+MWqdrzb/ETC5RMhVN7QGuSzXwgTr5+X5a1LdDOPudk66ACTo2TME7CdgZqfsH7+iMTCOuyidJ6oS97zucsVxC4HFeRIy2lC2DQIJEA5vLzQSofg+ov9Nao8i5HpwTyTiEo1IQVe370TN40YxMzvGqd7wcO35+tyMX6WT96btzm8cISRah90K5XkOiOIOj8LJ03A0dv3ueOYfEt1dRo15T4pP9oPeJIeTMXefJuXAJidMq3py1k+OcafR9ocLLEOBpWtj3HWkQMhc5M/QSjF4cRj69H5nXxMEWkpVr9uY8sQTJ3vrO8XiZpUvkHMXLxGVMqQHtg7up737A4/91YDDGHABbSjnpz/8Z8F8D/yPwXwD/QP/9P/yQ96s3pgBJtU0mwJkzBe/lJsdIdjB0hafL0gLGFBJTTTEx7QaLWYxDbo1V1iyEopS29qF4PEoP/3dPF2DzhATZXWOWBewMJCOWd3e7ni9fHPi/vnmvabsAlR7xtYhZAlcF3yyG87w2urOeTM6r3DyDd/RWNAS9NTzsZI5jDpHiIC+CMywh8/1pakGuqLs0xTRX7ZjUVAbYd16Gk7SFW3UZS5Fz6jCQpB245EwM0o8vWXblol2JXNAxYsmWlmA4dB2dV5Zjqo7jcF5iI2oNnWP0TmXSjY6QaGlUZMZF9VhaYBOkX1rA1kqgryVhE7QBzQqNlhsyffv9ZeHb64wxhp/f7Tl6EUJ5GIS8Na2R96qcHTTzPC0iqJIQY5md74i58DgHvgmJb84LcxR1J2NkVN+rfkVlaBkMd73ni/3A4xJEWm4JfHtZSEYpHtngOtGVMBjenK6qlF142A/stOuVzmcGZQFPa+DxunBaIk/TymlacUaEZHoLJkViEEFci6hJVyFab2HvfzqM4XPgHyv67IF/VEr5J8aY/w34740x/yXwa+Dv/pA322TPxCo9UmvIQogC7IjFo4znelfnC2S1V2M3WW36s2o2GGgnKebc6M81MBQKu74D4DFmzrPQgHPexmxzFru6wTleHndc5pXnZSWUzOO0cPPR4omg0nIg050mSV0u6kCppZUpZyxCA/eIrFnt0zutD4+7TsRpEBbgaKRDEzV4GkNz++68ZVpjy5BMkTmJu91OUHSr0mk6LJaLgHzeWSiFGOR1zgrol4zI08UsAq1Wh6BkPiVTimWxSZ2hLblIKTDHyFpbnNSOENwPHYNzPM1CEwZpaSYqyU3qhM46JZd5DmNHyRljFk7LWtXg6Jy0V3vd5b1D6eyyyNcsJZwtsru+GLx2Twwnbexfg7p1lMI5RGxUJSXvOPY9nYW31wWPDHAlCjaKlqR1RjcLyDr/MUdp7b5+uccugfdTkPvLy2tdJ1nDmkWhqaDShcvKk4G7QZi23kLR++Prxyvfnye+O0+kJN2NkIQGves6sFVMWD1ZUlYxX2Gpdt7R9z+RfHwp5c+Af+8v+f1b4D/9ke8lgzTWbDuYM2RtyYHsILJooihEa83ODc+h7lSi2iyvLUboss4aXt6NXPSG3Jy05cY8aD3fdVV7Ut6rynzVY+x6K45DveeqpiHv4txGrGuau2id2TvH2DnmlslAbcvlLN6T1iQxMy0bsOqdxRopY66zvG5aI711vDgMPC4LaxC7NaclQ1V5GnRB5VKaGMoaZaaj5EK2WToKRdqxQV/rvSWqQU6vNGFhIkpJV3v0GkOIMWEtJAcxJ7KV8sAqNtE6KYq99MWKWbC37HrXRpilE1TonKD+0xIYvdjHPS+Rd+eZw9Bx7HvWmJmzfG8J9iIye1EKuwzkySZgFIgdVOn6zRTonQQGafuK/J7Y1dl6K4k+ZUx8/Xzl1dixxMzf/uyeby4L0ykJcS4LdrOkzBcHkW+T4S5pvX5x7Hm/ROZUeDFK63rJgqNMIRHm3GjnVZcipMxlDQyDzOOMY08x8N3jlcdpZQmZzhle73omBXMvKWEyvB4GsW80gIW+F9r1qqS+ZH7arsRf08M0u3ajM7Z14Tp1Q5YJQxkqAq2Hs8wVfNAhK1KTVu+GUuQGzTnxdBHX4PreXvuKU0x8d55lAAqLsQWbs7o8y0qveF4uhUdNUaviUM7q76AAWMU9vBcHaKsuy/X1thTWqPWw8irmEEmV9qquWXOIXJdA55UmXgpLSTzPMxhYc8JisVo2ddrxqKKyRXfhwTuWtJJxlOLICkpS4Hxd5bXeUxAF7KBeHjKebpmC1ODeS8red57rEkgp03vL8zqTomRx1lrux55d7wkxoGsNgGlNXErBmcjQO/ZDT0HGkGNM7Afp4e+OA9Oa+PY88Tc/uWcJka+eJqYY2wZgELLTm/PCHAujs206VJy+XOOSfH43cI2R6yo+Dv/WqyOlFP7pV++E92Lhs11PKoUly6ZirUxtvg+Wh8OIzYnXvcced7ydA/teND6e5sDjNXAOIv6airQj//dvnympcAmR7y8bmHscBAQdvOjZlyIA9RoT0WS+fbpwnlfu9zvuvMHFxDfPV56WFYwQrqxTMyAMJksnZ1pmDm7k1b4TuwTneLMWLlNgWQPPl+lHrciPJDBUc1XTABPYwKhcoPeemJMwE/TkrzG1LAHkZilbhJD/6U1UoE1abm0u/ZwC8xIYe8/DYUdYo7gDq8pzO0Z9H2tFJt1QFBvQEWld+CIfL8zLUgp3Y895iaoRub1HwTQRFmct2Yi2gdz8t6UVbR7DaFdmSgoaGulYSIuvllelYQsVfJpDYl4Tu85zHEQJq3NS49ax7qSdG281cGRRCIoaaFZVx0o3wTUkKY1kqMNScuKyBDCFqDqetp4bDVZG338KwucQkR15vyUI069Xn8kaPPvOspYqxyfBLlU+BYIbOd0l5FoL09Uaw5x6DBbnRNVpCjKsVAlxMqSWeTsHOhWJAXg19vTesayBS2fYKVA5ehEVNhlOaxTQT+8NY2GwTtyyYxSHcOokqcjWN3sBzXpCykS9H+vEqbcCTE6q7Tn0YoYzeJm+9MYIl8eKSa4MmWUV3MnkGMiR5oR23I0/akV+JIFBT2pFnNluaJDFPa+hTRNaI4M5pqXmpfWygaZvWBezsAGNahmUVnPIjiq7YMziuHydF1nkRl+tfgoU6XXLDiyATtVrrLtYvUl7TYOXRRy8vTE8jB1lBhn90vQ/CV7SqTRb55U+HKKqGMtxO2spSNAEqWXle8ln11mNGpSE6KWgXkECVN4IRiYYqU9Hx3WWGw4DJUprMmP1PCt1WXGMkDIzEavCLRgRE6mBKWqWthgZMQ5ZFLO8sTIODpWBJqBpLi0T8nod5Fpk4pJZY+KNZnJr0nJHyV71ZNcZiZirnItkTpV2LcNxhTlF7seel7ueP3974nmNbSArlcK310WYm0lYt6Pz7J3FFNn1366WFzo1u0S5bsfeq0t5ZuccUxSky1ur3heb8O1aJKOKOfM0ixQcgHMi8jOjmqUIOzSnzIvjyPspgjUcB+Hk3I8d2ahKWZEAkYCX9weWLI7dUxVL9gIKO2N5set/1Hr8aAJDjQi19uYmCBhgjZE6ZGPqE6ENCdWHlFgV9aaJklTvBqg8flnYXn0ICrJrTbrLVDalLFinMwNS5+978SmcY61rt67K2HUMneNh6LisQYRRU+bT4w6M5fvzJN2KRYaSrNaEBQUAWzded5AiO5QxtE5NVhBRnJxyUzgyRnYQW0pz1LI66ZfK1pJdQqTkzBQj4+ihGAE3c2mmL9bIzZ00CKHnJ+WEtYpnmMbtaTqTJkOISer4D66sZoD6c+8dJm3eERj45DjQecfzHOjUszEj7bl5iR8AlDHJ9zn0XjgSWbJI+Rx1ONd+/ikEzvNKyYVlCXx7WZmjEKDWlLiocnPjW4SELfAW8ak4dp55zTyZLIu2CI5TVbLFBQ01ZC54DOclCsuT0jLVzgnAnUqhxMyuVwvAbNmhWh16Td9dJv7Olw9gHd6IbyUabPq+F2OgkhmtjIi7oSctK9eQuPcdMSXW64zrBgZnMWH5UavxowkMNQ2XCKu3j2YAzkpdFVoXARX4kJuztrbawJHZUsyW4hl1tcrbVKC1MvY859iyDUmlrR7TzY2Yqymr0GU/GQfWmAlpFcaepv2fPdzhbeJgN8LNdRXthesa5X3izfcotAlN71zbgeXrG92pU5uP8G4b+U25tNrJGNmZvbXkJIIpTfkJyTzQckQmFAsmF+6OrqrwUpmFRcubWCdb0QCUq4GO1rhlC2MGMZupqtX1HNeWZGtPFgGWe+9UhKROz8oCOrjuJtBWKrnTSdXcvEFykdIhF8FaRIpOOikNy9HMYVoCOWbenBctGwTo3veO81kG2aoKdQWdp5R4t8B96Rh6w7IGIbipcljvnfAUFDysU8CYgkMAxmKK2iLIJnSLFVWiWpWpr630qIS40ywtyfuxZzAjOSaelsBpSfxsvxMMJGQR6u0ML0zh5dhxXQMOOK+Jd5eZVy87ppB5vGyzGz/k8dEEBnPzD2fBemW51Wm+bMix3GQAcoOlUlN9/X1teTl5lraBMaaKxsqCKQiddFF9gJxz+/2aUsMqchYhDqCN3C4FvltWTiE22XZj5Wb8+vFRbwIrDElth13Xi0xEKurnrGE/+KYQlHLmMn04GxtJWoNCxWEGI6O6UEsqw2leRdquZAhyPM4IGy+W3MhYBsi26llIm/Kbp7Okvorue2MJIasMmiLmuujpCkWZe1nfw7hNFj/mLViAZC9V+7EGB2uEh1KKvP/gBVOZQuQv3l1xdsJaw+f3e4wVKvfYOekceMeaEktM/OrFkaDzHUsSwLV3UmunIrJwvzjueZwWvrsEOiMq1hJchfB1OgUohs74JlhbN5FC4RwDzkG3yuDYuOv5G8ee0Tuelshvn68sKdMXg3GWu140Qs9LVHLe1h3pOsscozAlvWENmcsSGzsXwDi5Jypge77MjMA1JmIR06NXBn7zKNqlY+eZYubgI18cBszQc54iX719JsYoFPnugqMQ1GPjhz4+msAAqKKPkFqyQcGlgsWqiQu0HMCaBiJuvpRuIyJB292s7paliKKw0xsW+MCvoZYPha0rYmSLxaCCsBSeZknLYtpMY2qKnBRki2rHVn8vkEdj+7ddv9w8qe6U9VvKS+o7yM+zOh15Z+mdI2fTWqQlQ3YFdKfmJitx7Wk1CzN0TinPpZBUb3DsPEPnRLiVjfm5pETMct5y9aioV6No2ac8gvYdb5FfZOArZzGk9ZoN7Trf3Jfq7IRkPtLxWRVgfLn33O97znOQGr9IOZWKYCneiGzatIbGFfnd81WMiovSksmsaTP8KSLbuNn0mRvSmR76HBNvLgvD0NGvlnPydM4yhcRpici3Nayx4KxQu0POzXvTK1u2KAAZ9J6WcXEBGPdDj9fXViJczWJMKZSUeZwC3+gsjPMeR+GUAwEwpfC0RuY18915Zo4JE7OMYyu+FWpK8gMfH01gqDfXYdfTq4rvnDbVnjVFJbJswqnhBpW2Vse2FQEvyFRjFSmtS008ChxGOQIx36Tu5aYepnLyJUuphKTDIOlaCBsrcnvN5hhVHaTku928cdm6LUvIbRFtf9dFVbsheuilbH+O6j1Vh7GsNXQ4ssmEUk3bNUBoTl5UZs2YzWDHGjWW1ZS2lExBeRSV128BJyzJnHMr14QVKWPZ7gO67XauV+U/NGxBt+OUMsaJFHznJAg8L6EZyRx6J/wInZfonCys6xqa6evTvDYxG6+fn7PwMnojmFC1MUylUFLiOYuRrOA/iaDXqzp/3QZtNPNZU2YpCeOkrfjNIqXHeRXMY9d7emNIQcRgJ1XL3o+esVctTd2EQhQw1lmL7WrpWhj7TmYd9J4tKXGaVwZreZoD318X3k+RSTGtz+/2PBwGnlZp3wbgEjLPUXCNDngxOF72A9EUbJZs7sc8Pp7AgHQIXh+krbLGzSTWOdtEQ2UMVy6iVXXgWqtNScFAW0HGbUdvNVzOONvReccco9bxUhN3zklKnrLO7suwUW21hZR5sI7JJFT/eAM0q7CUfs6tLJ38gRYU2qIqm19E23rre2jw2HbmGzBPWZjG1HFfmVXAWOpQRu1YVDUra7Zz6TSdNsaQgvgj1oCWUmEtmWiEHGagaVJUCbmmWI0EQNdtrls1HspnZ5203NS1ap+/aG1edRx771hNxilI/P6izFEjrcfTEmCtwcY0+bz6nJJFD8N7IcI5I5uIawCtaE74LMfirBCtnI6gW1OPXfGOIucFZCHvvcMBj3OgNzIjsu88vgjmNJGYZjVPptB51whMNWOQsXvJbNFrk3Lh6Tozeserw8gno2dnYVoEl/rtaeJxDnKeMKoeFrksMvCVjMHvHA/7ntPTRIiRF97wy+PAwTtWIwpmp/TjJJw+msCgzUpOc2DUC1ZTfKktbesWbP/fduliSkuf4WaHRclH8hFAUfu0lTkkGXt1jpQjUZmAdcJP0l95TUFIPu8vs9TypWwtzZvnVfZdZfzpV9syajYx1w9SDf2h8tP+te7LzU5c0OxGOyU5i3+Ad1tZVANLXcidmtxWj4hSpJTIbN0fjHR06uIF1VowMmtxLoWKVNZuTO8co/PUs1TVoFIpGL+dw4b9ZNMC3rQmplWm/qStJv390yJj2hJIRePQ5NJIZTmLfdzLceC8rDwtQZzNjcUV0XIMKQmL02gZVaRzErKMTHdVM9MI6Nmpo7aMpG8B2lurqtOWEAundcUax7HzvD6MpCjj109a4mBouEnULKtmuMddJ1JnCkBWsWBrDE/XWZSw0sAn+x7fWWySuyHlqiEq4O5lTczxKkFHWZtTCJSc6IFPRs9dr5Z2a2RagzCKf8TjIwoM0g57f124HzphNBpJU1/tOlmIRdiIUWsxCm3HkF1NM4NWrNekWm7E2n+vKtEUWobh1OilLqRGhOLm/Yp0EG7bbu1hgbz5M5ZSNu8HfQ+jtUqd8CgfvLVwAWoeu2UNbHWWBqP6+6q3CELvjWVjiFZfjtZtqIssCa32MIjaUNV0LNp3dMaKs1OhHauzMk5tlIwzh4gt8lyvi2DrpIDD0llI1rbPzaU0BN8gQjcSQEVYN+gU51py86SogQEjLcjqeSmofWB0jle7novyPoyWHykW9SRJOvUpoGXRiFoQp62obDORq9/S/MF5Bu/acXSqXE4p5JR4f53Ju4FBy6JnbaX2yob03opEfBCwu+p1LOq3EWM9V2JX0LtCtGILeO4sd0PHp/ciGPTZ09ZVdQAAIABJREFUrsfkwrOTsmFOYoQToxgm76zhRe+5TqLlcd87Moa3S+AShL8yWPFD+TGPjyIwGE2RnBEQ6bKE5tfojOPxKqO6Q+/Zecf90PHbxwvv5+UD8K6utA30KkqGkT8ehl4FRtUnQHfIqGWCV2Dy2Dkep7UN15SqvW0EOQbZsbNmBVnbX+guXp/urY56ZNnx5VDL7aF+8Ghal/pZ9Tm5xoXtlS1DkT9o0NBglpFWXe8cxYp8/JwiDgVegcdrJJfM4MTCLiSR439xGPniYQ8U3p5mTbNlYd8PA0uMqn4kRr9RR4q9VfXmvA1mVWiltiQBUpaFvmr5sik5VSdzbe9pQKipVVQF6aLdkDUl3l5mXu3Fe6F2dpImVs7IYNqigXzoXDM9floj3iT2vlPQWsoJby1D78lZ+AqrisnMMfJYA3EBF5IKpnT86n5k33suao77pDodYvfnGqAdlT7uMGSrgi56m6ZSCLoxeWN4vq78i+8Nd33HtEa8s/yth4N0qEqRmY2U6Jzjl/cjv7zfcTYdxjtGU/j2aZLSy8Bd53k5OJUk+OGPjyIw1HS54gW3YJbUl1EW3qoSaMrHf1zWrS5Ha/dS1PrMfLAbg5B4inYYdEOSelLFQNZY2HnDlw8HTkugynjVWtOiNzxSuuSABI0PSgV5c1nQGkTqPV4kCFa6cvv6Rn9fKoOTD9yrW4XU6gvJOSqIWT+44RHajQlpkzLHaJlTMiUbrO6e3midrefpsgTenGdeHnr6zrHEzDVE9YwUtSixnjfaBjXKERG25xqzistIdlWzm8YJQTcATeVX7XIYxRKA5qvhrASa28DfTkmCuSTeXGduMQxlzLcFWbkgnbU4b7iGiiEI12PwlkUp2Rk4LytBDWWq+LA1Rn0wxBvD1MWeC7PruLvreYgRx0TU+29a43adzZathZwboa4aK8mGJGStL44jXi0F1pgxzommQ84cvOe+77imzBGR4//Z/Y7P73Ycjy95ul6Znp/pdP2ElLkgblp33R+i23WRumxNSckzH4JtzlpCEmVjaw3kzajWe9cYhAaRm69OT39JJdAWsLDc5CbeFp+ax5yumqbXckQXf50hMDSxEblxbj/sgwLmg+9RA0QrUW5/1s1fJgJrklNawLOGrVOhAaEmS+aDT6kl0O30qWRGxQixhgTZZIwTfGLAcBw7ZX4G3p8nolKD1yjt385avJOpzTkldZcSdams6X3KubVwb+CVliWBBhUtI0QTQ6XQtMyrZ71mIblsmp9Vnn6TqjdNF8JiuNv3hCS7+UZ20/JAhXvnuJUUaxa38EW9MbzOndQAK+ZG26V1Vmjxwk+Q4LoaxzrsuOYJ61c+3fXMMfP+urSMsvIZxHdEiW/GaFkFh72HXJmTYmf/ctdjMNjO87wGTteFLhc+Gzu6zrGWzH3vebHricaoG/gBponP7g5YLE/LquAzDP4nGrv+a3+Ym3+VzVzG6kxEbeyZIuKYIUackZbXkpNGcInIN2getZdPjf7QgDWrO2vNsioj76JcgSoFXyN+RfpLnbmAhgXUY6+f3HYK/ej2MyJUUsuKXFcBteddn17a5zq7/a7Ng5TbrEPDQ+3M3vy6qkfXAIKFYmuWpaIuvihSLurXX77aU4rY21/UeSsV8YU4jtKeM0W0GI2IPrZR9bpw66h2Tb/rz1HTfVtyMw6SyyRBq+EsVmZCcg2A+n2LZlQV/7j9vsZUpSpZkE7l03edY9YduPJhjJXebSVH1aypcxZnJKSXgnqBFopKt0clqFmTiWklvn1PipHLHLEh8Unv2bvCN4NvHqXO2jZ52t1kuGLuq1TzmFsGFLMY1PzRwwFHYbSG2RquSlu/2w1MWTRKsrFcYia/e0+2jsF7Rgw+JQ7eEHCYUn5SoZa/vocR/QJTRJwUY7iBBtqAjFEfgjpB2FlLZwxTEtGLVpdXwkpLweVDYs5Y55pgS6Ia1MgFLCCodN3uLFC2HU4yhdKYhLclRGZLlRvYp1/vNnNoCUKpC3/LZGS8vIqlFiVW3XAR6utuFlr9fXUErx6f2/fXY1GqsimmDUelLGIwGNG9pMDPXt7xH/7tn/HmeeYv3pyI6cKrg2cOkW+frhTdmTtnmNfN36KVNDV90h29ZT1mM/mtP7d8TINCQcDVitS34GegVCqq7sAYCdBVDTtqGZS0C2CtGA71mnUs2toWToph33vNdIqO24vuhi+by2M1RrZGplPrjEZKmaVIq3s+Xdl7h+96kvcUZ7Al4zHSMVDnsnq+hTq/dYGylljGiZ7nFBJLzlxDYt919J3D5IwrMog1JemgdJ2nGMs1JUrOOA+xJDwFlxODhQnDrpMMZ/cHGRgACjwcdtx1jinpCTSGNUUui6S1tdYvN1G3ti6N1r5egwpws9vQgL6ClCE2bQKkNTWtD40HbRUbrV3BUFJuO1c7CD02w80H6Ye14FBqJLlNrOvTpW5NmhLrb7ZFcVOnc7P+zG2WYKBNNOl3lgThJkjoOWnApX7ZmJKo/hgBFR8vK797d+btaWIJEWdpZdx1Xek7UU6aQ2p4whastp/ruasCvCVtWVWuUb+djJsggPhINFylnax62ELAiiodX8uz6ppdd+qUM1cV/ZVzJm8gOpEiAhOTfC+L8DIqIxIKrlicLThv2anwjaWQtRwCy7wEpjXwYtyRcJxTZG8M+84x63GsITVwu4rYGAomyWbVObHwGzuhyI/qJPa0BMacCSERUmqTt59Yw1IKw+BYQ6HEiFHxmsEZjvseeoc1CxhR/dr/oWIML/Y7xr7jElbR3csVkMoMvSj6jl70Ct9eZ5aY2PU92Ri63jMqDO6tY+gdT9MiUd6KACtFAsLd0JMQUOcFnlNl0OlxFKS/nFRJSm5WHdK67U7cvAZooKd1iNiMLmyji7MUTYPbgt9u+AJK8S6kKJ9ZF369UZ229gTQkpXXFIsoH7A2q7FvS7kLrbVZg0Il89hSMNh20z5eJ/7JP/1X5Jz5+as7Pn14Ib4Ma2j4Sa907LH3PF1W3pyvMkyu6U/tQAydYzd0nGe1AjBms2urpQZyfJVC3DKtlo2Ztqs6b9qoujUSRGuZaS2tDDHI81wpvD6MXIJwDIwT4LMYw2mJim8UncOwDEWdrNVYByQgzkHnGbTsdMYoSzOxGzyP15mnaeXheGD38EAYdgzhG8YQWUtmUbA1JeGbYGQg0JmiQsfShowlKsBtWwS9rrERxV7fjXS943qZ2HmHKwn0fFzfndntOiZjeTdrCZgLP3t54BoSz8tPqBL91/UwRjwZ9r1nCYElSV/bIG0pZyxdZxvwV2/AJURWvYM678jaJx+9Z3biv5jQOthIR+OyrLpLlk02TkEGozd1snnDDWRjaLstsO3QrUwp7XvUAa6SaRoIGJSNSTNrNW1VIPyGG8RAMhLTUGtq/W6UdajDXlUr4faQMBtmcrvZ1sdNE2MLPEXGtCV1F0T+bux5fb/j9d2e49jzPElr+DB2PF3EjKda4El2cpPe6wfUeQxvZdalOlpXunjtxpibuqt5ct5kSMaInZw3losK9Nax8/p8Y1S8l030pwKdMWu5ULaMqWg6V9ustfzapOjl+DPKEUkSEAY1wIlIsDDI9U65sC4zaek47Pc847A2oZIUzXTGuS2jBWmd3+071iQY2b7zIvKTcrv+vXP0zjB2tgGinZZKSymclhWnWWvSMjbnwpIzq++4psJpuv6Va/D3Hx9FYCgUrkuQ6rwUFcNIsrhMwTq5sNcQmIKarJRNEcga+d3oHXe7jud5FeYcdbHKDRhCJlmRhMu5tEGeCO2mAZqc/A1I0JB247bfwbb4nAKHrT9QS4a6aNieX4NNzaRbVWJ+T+A2lw/KAwkwNPbfzQpvhyRLVRZGs2ipQEb7+/Z5GbGGp4gCtqhxi3Xfn33zyGUOHHYD788Tf+OzO1IqnKfArhcF5RcHx+N1ZkkRLabkfCsjb+cti5cMsI6V3SqAY2m+CzlraWhqWSGR0xvLQT8P7RbV0q9OmHpnlbgmAaUyGx914K1iQILfbPqYUNXAZcLU1o6D/r2i+juVGNx5S28tay5N1TkDoWjLcezwFkzXY5Hxe5cy56jenCizNAnt2lkrgKl+TogZa7wECGspRcpda60AnDtHP3qyd7xbIs+ryNklCjYnljXhCxw7y64ILreazPv8B5gxUKTn/nRNWKdKS4oniIGp3MxVRMMY4fyP3pFK0TFkUbkZOkeeRCOhaNp36KUd9BgXOmeJNQBs66UdR635YdudjTGNTWdcG1ECSnu+NdsEXVN14qZ0gG1xmq2VWNmJdcCpLq42rLQlFi1bMiBmLXnbHYvugnVhbl4MWc+nLETFK6ltQbRcS0iabfL2/U7zyuXb0I7HWzhNgSVEXt/teRg7xt7z/jzzLOWsYBHGsOs7fvX6wOgslyVyRWZf2mSmlaBv6vlIW2uvnqMaAEPKvJvmVj5VMK/BhMVoVijn0Bur4qqJELeMUBy75DidMwzWqWhtxpJJ2bS5m1yt/4y4sGcklq9JlKAvIXINkdnA/W6g3/XkDI9zxIQTyXreXCImRYbOtYyhHvtGly+cZhmJthhKjnQu8vo4MIxC3rJA33suIdH1hYdhYLaFt9eVJSSOnWUtiSlFLkQORvQ0d3ofxpR+9EL/OAIDtHajt64N7NTZB1G12TwAZRDFqrqR+AVe1sDzvHBdbbvBSi5gIcVyU4/TFmgzsbEWcgW8VODEbil7u4a2bWLbYt8Kd/mPetELH+xKVROybt5FLdLlfbdWaD0Xt5TqClduIUZ2AmOMMDGNaYBpTeWFNbrtUBIMNOBuqcVNUiSEnRJkbqGUwrxWTU1pZ/7Zt08EBV8vS2DsPPe7kV9+csfjtWdagxjjaOreO88UgoxOt++1lRD1XNdr4qRW0oCl3R093/U4emexRYavKuYBOpiVhfHYeUcit7Z0TvKhtRtg9Vx3VsDFmGWxZ/XhyNtZbvJs15C34bFc+Q6F9+dJzI7cFTB8uh8Zu8T3FzEZerh/wRpWwhzoO9teXxDFJq+suZil21F1ML47Z7xzHDqvGYMDEtbAcei4rquUODHx3WViKRnnDckWnDecc2Ln5fqwBPoy/7CFqI+PJjAsOumItgtb/ak88+dpVcZY0VJCblZfigqV5MZ9wAjrLifIKRNCaKShNVb1aPncuoNm7U9TOxRFRWLMtlBLrrRl03ZzV2/sus0a0967ruyK2reufS7NnLYFGz2OKlN/s6FQwc8agGqYsJYbLESBOKPGMLkSrJStWTOFW2psPV36/sKrkKysBj+ju+ya0wd2cUtMzGtkWiJ//PmXPBxGLsvK2+eJt6cJC3z17sIcIpMK5rbzotGh4gBVys/ZDXQDCKlmV7W1qQQpDCWUNgAmFhq5Cc7U815tAa2Ophmjr9fAEFS7owKarXRj+9xYimRnCi5X3EjwE49zstPbUiglc+wtn90N/PbdmXEYcM5weRI37UOvpkke5izaCsdR9DyXWNpqLEh79NvnK794ceRuEIGZV4cB7zyX6ySArYElZ95cFh5XEZXZdQ6z2ywT1mUWSbsPUuN/8+OjCQwVSLsfey5rxHlhc8WUxYFIUWwUaLLW8PIwigWZZhsyUi2GNbvek5IMTNUd6GHXs4TIHKX1c7/rZXDrvFCl0Oq2XSXKWvpeqhqUrPKanm6goLyulQG6S7WkIW3po3OmtT9bQBCdVxWBvenV1+ykvv9NCiM8gRqTZJWXGthqmWFvAMeWJdzMk+hXrma4JYsy0GHsBWzzjjkm5hCwxjCvVZxEXv76buCrNycpt0rhxWHH3/ryNe+fJ5aw8DwH+k4k66Y1MoeoeIx8odG7JgqbKE2xK6vysldVZE3BWHRBybmQ85CAHEUCrpVjGnwcpmVSdXBO4r9hLrEF9EIRs+BqtHNzjotBh6Fowcx7sfozRbQiYxYezr96e+LX7y988fJIto5pmaFECo6H/YH96PmL7x/ZjaLkhFHBn8q41IA0Kr3866cz027g08OAsZ7eGdY18rRElnnhcZrJFrpetCOe18g1JL4/SUD41asjr3Y9Zv8HKAZb0fZSRIw1qbZgKUq1rYKbusvUxXZdAmtKjaXondNFte1+N4LGzEFSYxnQkaGd3rm2SNrCNYbeWp3W05vE6by+7h5blbCRkkAXYS0R2DITfeYWaNoNuWUSpbEp5Xm3m/vNRtqGuxqRiXZ/f9AVuMEc23Nuv+fG3yikJAGrYhMxieKxOG2I0hIG8SyogViD9ddPl0ZtfhoW3pwm5iXy7/zyJfsx8PZ54ekqGd9h6BrByhoYvGVdRI+u3H4Rts7DB0CQlkkb30mCoDVwP45g4bJEegX1Usnq1XlTwgG3yUk1Iza66fQajJLq9tcF2wqXUkQ81yoOocxPEc6VFOa3757pOg9FwM4QE7uhYw2BT48jr3YdlyiCLO/jireWgzpqnVfxNfXW6IBYwgKfHgamJErepRRCEULgnTF89XxhTlJ6TSlzTZHRO373fGVZI7uh+8sX3//D46MIDFCZYKbVowbpVNxOHFpXdSCLXghZ0HVRWl3InXMqRvqhgvMaI9XsNZfCtCSiKzf3omQFfef4t3/+wN1xx3enha/ePjOtiUAmV4NFfcjiM2Jfr/99K4Lanqf/rBlFfdRjQ4NZDTi1vKivvQ0mxtBkyLbFru9XBWNs1ajQ7FiqI247o5VmjNmOK+tr1iAeFHOUkWZvxQj384cDMWWerzNd7/HOiSp0qVZr4tew6zz7ccA5x77rGbuJh/3AHKKwEJM4aHfekOetg3MbB7yTwaN6Lm6DsXK92/lw1orjl0qrpSTaEBVvqTMdLRor2GqtvJcrcm8N6sBljHSaKGxgNQVjbAN6q8+JcCkqFVunJnWU22h2sR965hA4z1LrHwfP693A63HAPp15uRv48jjwL9+eeZwCS8jsB8/gLJ8cRl7sOn5+NwonYS2co+iSdt6zhsgSMmvIIq/Xji/ztAR6azn+VBZ1f52PolfCWWEWOqeg2U3P36uHQ2ctWM0s1HHZW0n3atTuvdiKp8owu2Eb5vp+Vuy76u/rkJFXCunf+fkr/vjLV/z2zQlnpF5+H+a2QBvSzc0ubbayIqWbEuBmMVI27YL62ABNU6uLm0VQttdy+4Zs7Mvy4Z+3129tTes27KO9rAYUPfia4udcms5CTLLg55DorOH5OvN0XZmXiHNGAcieOSROaVUAWXwUv35/oY6bj73He5HsE4aqVek92RVjEgKSqEXL+QzKtrTONG/SXDYNDT48jSLDFoXFWVnrtVN0ew0apqK/tlbmObz6eoqnpDzqPVWMCsFYOZbaFjWq5NW0GvUM3wb2mBLewPfXSTgbwDfXle+uC73OS7w8DFxT5t20iveHFVeufed5NfbqgWGwEbCGwRseesd3zxNvVTyo6wSPq3HTlM2r5MfxHj+SwIBBJxdlEVTSyRJSG8ntveXYiyTbNAcmYR80IKkyyrLuXIO2Mq0RibYq421MRaOtmsA61jXh3TZJt8bEP/vqCdMNlAJ348DLQ+I8qwQz0lfOFLKatGyiKdv9entztHq+sVs+LBvqjVoXdQEVfAFVAmvZRVsPt1m2vscHGUR9v6ohYbaAUTGJumBaplIECE45Y/pO+R0qq28c784z1zmK2pAR5e1PXuxYb6TDRH8g8effP0n70Fpe7EcZ6X6+UhBw7G7f463siG8vC3OQlmbjOWBagC83h0vZAnkL+EX4L3UOYyvtNjp0Pa9tIC6zAcx8OPpdijqcpwqGG73uhlIM3soxbh2K7Vob+AAHsUg5cbrOHMeBwVt1sZabYs6RP/nukbHr2A8dn2sgvOs6Xh32PBx3XJeFd5NgNFMorHNgVuwtUvC93cYD9Px2zklL+ION5Yc9PorA4K1w0U/zKlqMIWFT1klI2WF9EVv1eBXCytBJm/LYeZ6XldMaRPUX2fVSFiDp0Fs657msK0/TAkVERbd6MTH2nrEXC7wYM8kV/tlfvOH//Oqd2LipgtGr/cC3j1FdrbI4Q9/U8wYwxWxEqfaPijeU9vP2900zoJYY9XU1SLSb+PdKkzbtWUsFzbxqB8BaCWAfvAg2oAs+IHKllBu1OebM03UzKbFGaMAxy3yB9051M8y2mPQjqo7C2+crr+/3/OzVEWtEq7AY4aysCcKpcL8beHkceXddWxCqBLPqodFUq/I2x9BIXGbDVN6e5s12DyERZWUbmpvnyfevWYNRnUl1H0cUpmPculzGoOK5RjGn3M5xY2eyYRQYQ6qivDWgGQkQ53khOMfsLM/LKkFSr3/nVpHKd45d39MNI8N+5KvnC3dDz7uAKEE/Xfnm+drcwMe+4/vn66ZmZlQkxhQuU+JiI6fxD1A+3iC7+O0GW1FludGU+17LDYTJlot4R8ZcGtPPIBd+P3p6TTdTSm33NUYwBPF6pMmwWwMhiA9Enc4jF6WaJlbn2hRXs7rjw5T/93f03+8o1C9ruP3lTUT/vdR4e5+bIa+WFWxvegsy1rR5ywz0+W0HvSkfjCyxlnncZA/KL2z/Brm5Ky1dsgIpBWSRWh3BNq2tvB88+8HxxYuR95eZkG/MfStFusD789y8KGt5563FqhtVo1Dz4XFidD7i985fneosUndg9RhrJlFMvV5GFzTids1msiM7vWlTq+2eRLKMWjoYjDImbbv2tZtVzxOKOQnuoSVuoGWx1gmPZo0iANt5x7hEzHliTvfs+57SD4RScDopGlKSzVDPSmctu06O1yD3tWRQ0pZ9/4foK1EvCMYQY2pj0cVstbHBbM5FN4sv6/83GfA6TCOKTN7KSHEl5lhreRh7DsPAm/MkZq1B5ioaT9/IrmcsqiQtkR60xv1AR0COw9YboX4hthrXVlYetDS/pf03N/btAm6/0x295hp1cZgPn7YFihuwtp6gBjqy6VzUYzdFln+jGGNuuhW0Doy1pk08Witj0fXLBxVpqSPPzor2wH7oiCnzp1+/53kKnKawZTZFjuWyhrbDHcYeWInWsB97pTlfWyAzigU0PEe/5a0iVlV8atwTbohm5WZxGwkKGclEXDLAll1ZY7XkBGOsaEbqc2tp0RiY9d7T83hbLbayRb+vtJGrgPGWBXpr6RHxmGWN0knoPGvKfHZ35M3zMzZFfrbz/NHDjk/3Hb87TTxNgZAzD7v/m7p3h7Uu2/K7fvO11tqPc75XVd2617dxd1uABE6IIEQiAllyZkGCQRZOkEgxJBA6QEJIlpAcWMYJggwCS0hYQkREDi1kW3a3+/atW1Xf45yzz957rTVfBGPMufap23RXWW2r7paqvqp9zrcfa8055hj/8R///0AyUlY4a3oLfPSVmERK/4c8fhSBoS9yIzfkzX7kaRbLeqep8D4ESu1SHqwxMzgV+dRsYAhOW5yCku+8pyovfvCOJUs2cI2J4JxO2qGlBdztArsh8Okyd8dnp7MKSdmYuVF39YNXZDltDL7av1BrW9bv7ma24CD/owvF8qLVeQuStYjwgjas/34hYqJMvS1g0D9DrfSuRfuRvPaWqlSkHq4asHr6XTchlqrKK637skYB/GqRABK8uGW9PYzMKfOrh6u2odtEpATzXApllVPNG8txFzhMnjUWLkvS7I1ebv1RiyaX0i+tuymbWvDxCu6lsgXz9k2bSobX3uV3RYDbjI2+VC8fjFGncC2PkmaSL5iubJlXL/n0E9S6rQkpe0X2fnAOV41+VhGNuVxn6jrz7rjjDz8+8f4a+XOf3fOZNRyngQ/PC89r5DnJNGWTKRLMRF2yrVjZ/ZDHD1Nv+Bf0aArCpQgNeDe43k83xjAExy54RfO36YPTvAqrDqHglqJEFCfocfBCKxyDZxd896Q8XSPfPF26J+ToHccpcDcNUkenIsazirAfx4E3h4lX6nnR22fcZAoNMGup+M2igJtM4uY/tgXYOh2KkJttYd1Gk14G6KONXHMTKNpna3V5+/vttOu/d/Pvxs24fR+q0pGVXXkLjJZKF31tswxbibH5al5j5rKmzjZtzMa2yZK6RhsMd7uB14cd+zCoKLCQQwwa7Lr4zrbFmlZn46w4a/o9Brp3ZcuAOrkVZSuiLUu9fk2MtrFGRW1KbAPaRmtWeeYmiDS8ownatkABpvt+NmPbltG17wF08HLJmYv4EYrGqYHLvPDtwyP3hz2v7w58XCIPS2KplmI90xiYgpN7qTMjtdzolOr+2U9/ynoMxpi/BfwF4Jta65/X594C/wvw28DvAX+p1vrJyEr9H4D/ALgA/0mt9e//Se9R2Vp4laotLUtwjt0QGLzlOssJ0h6NSps11Q1OnKWolSFIvdcUdkft9bYtJiOpqugD7EaPtYany8LpKvTpyYeeRgdn+fzVkTUX3n8606LCVsH34nYDC19EgptBKthOP9OCQqvjb1/r5m+8yDi20mNbWmw1bX6ZVbQA1LoQ34k1PdC0lBduxstffGq6LD1VAnjWTRm++3oaOJ7VmxHdhMHJhppjJKnHqneWYfB4bzmMA+d57f34gx82T042OroIvuoVuwlajWvxgiimzydTdDZB7PeaFkNvR4LoaLSgWAG38VEasChelFI+NXl5GdaTFm3rDEiQbMpUN9lZKyM1S2whpJU8VqnMLfBYA9+crnz2fOH16Im7kd97eOZnr8SlPRUIPjB5EUxecgazkbKCEyB0u6ff7/F9Som/DfwN4O/cPPfXgL9Xa/3rxpi/pv//XwL/PvCv6j//NvA/6p9/7KOU2mv84gwfLwveGn5yt2caAk9zJBVpKc5RerzOON6MgY9z1LaRyHPnXMSnoFT23lGqxVsItqkWG0JwiMioIMfvjnsm53g4X3EHxyVGlpTYj2KXZ4BffXoSe3TXZingj6j0pXZWnUVjEEer9isvqo02jQlNWrWPXViz8SR6bNkYnxugJS/ckPAmO2d0UW603i0TgZucqVf4AAAgAElEQVQYg26e5nfRMp7vfJ8mbSfDbUVLH7rnY9QR91rBe0PwMvjTpjqznrwkwY1iKn2D5FSYS2TdZx7OF57mlVMU9e+fvrkjeCO6G5pRUgVos8bwvERtk0ogXJU8YrWckk0mfAxnnbpRFWrOGKTr4ZDORiunRlVRai7UzV17zkKtv6TYP3uTxcu1sColugXY10PgmnN3aAeotujcRTs8NpLekhImeMbgxaFrFbNlaw13wfP8/gNPGF4ddsSc+EfffODtcc/b3cRQC4dBukR3Y+DdfsAPgVgtaVn49PDMGjN/70/aiDePPzEw1Fr/b2PMb3/n6b8I/Lv63/8T8H8hgeEvAn+nypX4f4wxr40xP621fvXHvklbsKWSKdgqKjui6S/DOqvSQEE23lozs2ogWGOl02CgWkMshjXJjEVFovshBLnJaBegtu8Hj9eV6W7Hu8OOx3kl18IULBnDOHhWdUya19THpKV82FLwF2erbjDnrKbA362PdaGUm7oVOmHpRYLATZpvGvi46TfSvkqtqvd48za93NHcpqXjWyHaWaAZ2azNCrDdj3a927BX+2ylVpVqUw0HVZXeeBmNf7DNbJSb1+uliZVsZk2Zr5dVtRHknv3q0zOj95yX9SY9lyvzO5/d4b3l8bJoABRrOmO07Vrr1jqu3KT62nHQaN1MgNr1irm5VBtiljLCG0OwjlwL3kjgfkGB7td6K2WOXkatI6ljGw1X6l0PZ29WhrxeXEtfA6VWyFLuBCsBN5bKz4575uWJ07xwFzxDcAzWcFoizsDvvDnw9jDy1XPkqUqmdot/fJ/HPy/4+JObzf4r4Cf6338G+IOb3/uFPvfHBoa2vNtJB7JgU62s18i8RqGXIiCit5I5PC1JSwcvKWqSQR+DUHJrla7CnHIXebV2a0EV0Rah0VhjFXORjT4Lz9dVyps1sSxpE2r5zqOn6ho0jNnq4u/8Yi81bttw0IDAlnZuQJe1N6xFjWotYWlsyTZ0dFsEdJamuc1y0Ofa9OGmglT6h7mB6Vpm0lP323eRE/a4nzhdLj0VDirMklLupx5ANjp/oCWa85YxeKg6+hyzzmjI5plz6qPIvXzQGv2nb45YY/nFxxOfLou4ZefC/aQszGvRUezS9TFAsIViUEMjrefVaKgRJIOKzDS5+VIhGCuwt2IuMReK2VL0dr+NNSoqlBmdYU6ml7u1SDCoOmPR7lErQZvzeCdjaSQ5r4mrUtS9c4ymMlrLKWXRiPSWx+vCk9r1fXm3424MeMQ5axccKf/LCQz9UWutxrwwY/teD2PMXwX+KsAw7tRcVBDqMTigclIhioamGwvvDhN308Cvns48XVcMMvQyBSEorTnjkMm1QaftliTP99S63mgjFDhOA7vBc7rMGGDJheNuwhj4cLqwRCG8VL1p8r23+nb7TvSeedvMff6h78sK1dxM071AFtpvvLC3ayIwbYO+SPXNdrIbIwvX3PysBSry9pysbfmhsQZHUyrST9IyhpbB1NuS5uZDFwHblhgFDwqudxukpJJ2cdUo1jZH75xoEB9C2LAZ6FOQosqsmWLZyFzeWZHmMwJeJhWyLcBFreEwG1Ziaj/Xu5lN8+e0SPt10AGmc8wdF3izG1iyWNC3eQunZYw3lqqYRgOxMYZMoQBzrdyPnkn5EU3oN1hD/E5nSISHJKCIS5q2WZHMJZVCVmLXV0/PPF48x91AKTIzQbL9emVTWZQa3rASe7Nuv+/jnzcwfN1KBGPMT4Fv9Pk/BH7r5vd+rs/92qPW+jeBvwlwuH9VvbfkVZybp8GzJJGpssCr/cjTZeEwBY5D4PPDjpilpdXBuyr6DKkUrBHjjgIcx4E1z308Gtgkz9pFsM0NWpyLo7NMOk2YcyU2fYKX+1H+vDlBW31pdMO1evLlXxYHpybl9aJmYHvitj1XFWPYfn7zR2VroTYcom3o75w83LxMRTZ+aSY+t5+hbplI/7I32VD7pYpYu2cdd78l+LRfFcn22gHWUpr0m3lxPbcNbylsMywt+m40aagW/vHXD4AYBK2peUyK3+RWdkgHxYFqLVbtgtx8LT39a93alWuWWYijZp3OWfIN8L19OCXCZb0+VolZ1vSJ4L13pCrBy1nDnfecc2bppbHM/xwHz9vDwHVNfHWa5XPaG03OKgfckjJpKBRj8EZ5NZrh7N1AcehsCZxjYk6JUKr4aPyAxz9vu/J/B/6y/vdfBv63m+f/YyOPfwd4/BPxBUDzeak3a1WTGRmsaSnfT+53/Ll3d1gLny4z11WCQnAyC/94nbksq05Vynq6xkRUHoMsHNvdf6iClFsjXpnnNXHNlbVWgvd8vFz5+HyVNBatz43RApueAZiWEdxspKqnZQMgGyfA2K2E+PX43TaTsj2N6Xz7XzPYbQEuy8becI6tlu2vWl9iCq2lexurWu0vZVjLdNDosWVH7VRv39fogFPVz7hqH905jzEC3Fkjr5/yxigspXbuSaUyK6A3ONcR+fb2pUow2QRkJYiflyjDXDH39ugQHCG4/veNUWxEcZ6WN1Recg5KleCwalZgULatliF3o8c6dZJim0ewxnSpeoMcBDmLqtLrKfD5buhAqDeWTOWiWqbtc2jdyGVNPFxWlkazr3LhY97WbyNWrbmwpkgphbwurNeZgmG/2wOOr08zv3wS/8qnNRGNof7AwPB92pX/MwI0fmaM+QXw3wB/HfhfjTF/Bfh94C/pr/9dpFX5j5F25X/6/T6GRHtnLblWHs8LMcopcL8L7IfA58cdd8FzXhL/6P0jUdWjnRWxUGvErkyYjJngm8pQxFnLbghMXl4/lkI20taUBRWIRQLSNRV1X8p9YzTOO3rivThcW90uP+7lghA5t8EdWdylB0D0NbdNrb+r5UnMN6QZs2EYelNeBEDXwMWbz1TZSgwM1LS195qWZc43QaSCVYcqmS0wIrN2y3H4TtZSb0qMUispJrXTS/ozxXTcVgo529SbrW4+CRKrzWKdV7fWYFZKszFgnASZWmXis9bS9pRMOlKhwOtpgCzzMO0zZJqprgClVbOI+8PAs6p/0TKrKmB2KbKJv7wfOAava0vepxkYWwtPc+wDfJXabQ8G5zjFwsE7frYfscDff3+SddZKET0MRHOh8Omy9nU1ec/d6MWAt2E0tTJ4KUNPc2RxWd3XMqsP+GtksPBVLnz7cGEfHL9zN5FK5rSm77cV9fF9uhL/0f/Pj/69P+J3K/Cf/6BPAIBEZ2MQuXHnKSWRsswufHHcMTrHw7zy9fOVrJFcytw2KKNcd+T0qFpjGWO6VVnzqSwK8qxqLvpwvko956WMkSGa1oKrN59S63PTY0avkwWUbEdw1QxBfl6avqMevVWZNm1jtxdvtbcmUPp8q/xvNufNZr6JWdsJdPOz9npY+klqdUy9bh9pO6VVBLW9j3n5lSR459JT+/Z8u1ZdMl+f7Z2SVt7Y9tqSrndlrtqozTelGUhQaWWTaQNicpBIyl4pVXCo52XlGmMfnqLdH9PwCVGDRsuWMQTmNSmByXQAdlVQMtXKHz5eOATPGALBKCnKiehPCxCPWqI0jsPkHB/nKOvSQCxSok5OTXUbjmPkQOiYChtQOanfxC6IOU7UTkuwhucl9Su05oIvlhITO+d4njPXKCIt4TBwWRMJw9oOie/5+FFQokutgiqXyhhE1CK4QimCMh8HzxITv3y68HBdez3YZMMH72nsR4P2nGvbFYJ4V91tti9w0zfgoCPecRVJuC1D2DZGa7m11Pq2BNff2DahM10QpdTa0+D2O7+2Gdsp2X+mbTTagt5IMsa0UmDbtW0rNZdw6ULQ69NaxE2pBwtrdAO3WQJ6wHzBMNTPvK2p2uchWlrSglb/7v1q3ChM5drR/FJFuFZEVDZArwV7a1WOTaXubjUOumRe3QhuLb02VcVU05a13drA9fRdXy/XyukqxkWlCr5k+rXQgatSuKyFOWXeWsfbux2TtVL7a/B4MwUmZ7nGzDQ4Bi/1/j/9eBYVKAMfZpkHKfU7GqFIJtWMedtAVilifDMgwq9TsHzS4bJ2L4KWBo2qf1pWnvSlc4FLyiw5s6TC2/3I291voLRbHxPuQKIg295a9oPnw2UhF8SanirCE9Z0KfJKA6aq9pHVS8Ju6RpoMDEyDNScl3IWncnZiWjp82XtdSNsNW0jCKXvcs63+NMNV9t2LUDNL0ezqRXrG+1Zf/mmrERf6wUyR0v/b2Td2ruYRqc22tmpWtsr402FVqZxYNbrd/uapQeC7ctU3XjUTdG4vRd1Y/+tavH3AjGp37k+bIGriariNJNSNdeGyWyAqwRGKSe261Zy4yBIbW+NaFLWlFU4Ra+vtQTvtyCmiL5Q5W0PKJc19ntdq4xcC+XZq/O6fBdvxRoOY9hNg5QCVEotfDhdOAQxjvXOEIzluqYXbcyKyAdE/Y5Vywmr8zgtztMk661c05grlyWRslVQFVa9mMa2ocLKdZVOTAs6xkhG+BwzbokYZ7mbfmOl3domNCxr6q2uNWV1+RWF58G7vgEwMKkUF8jFzGUj2jRij7cyXBusxRmkFjaWyXmyLeSa2YeNHyEpoGEIYl0WVOLrsiQy+Wb3Nz7BbXp/I+t2ExC2ssH0gau2Db479/bdoSuZFZAAUKI6Nmsd3rKEtgD7ayCirnY0XLV7Ayj418oIeZNiWrCBWm4Gt9jiU0sgJF5sPA/npEyTNlsRPaNSX7hS98jQMowKt5lta+UlpSZvw0ayY3qComWJdzLm3L53F0UpUmJ88ebI6/sjH5+e+XS6kHJmDJ5x2LoWzci2bVD5mLdZCJuPqJYwc0yYw15K1pKpxrFzlmWVGYe4JA7BcRxDD1K1iKFRS/caiCg/34DeVhq3bKhlfHPK3SwHClVNibd7IV2p/eA5BMclJpZc2QcnHq3GMOfK0/obaDjThlCaxkKjC6cCj8vKGAIPz1cdzXbSzqqVwTlGtfNaiqSEUdHBZu4R1Csx10pJGaeLPubC4ESNd0lVaLmx9L75fvQcJrHNa9lJTJnlBVFETra2wVAq9HaA3gSQF1kDPZW8lbzf4otuDJ1WtLrxciq9LKlGrdvZTkpMVc5B1o4LDCrqdZ4X3Zimf44tOKDvSk9pb8FN/SYYvY4tnb8NwN4batwwBvNHBMBBlY9bZ6LVZE3av4ufaOApKo9XmjiLEYNW7zeaeZ8D0O+2GzxvDpPiCdt3K1VIak0rwljLToePChuPI5Wi1PmKUzp8LIXRez6dZ8CwC47Xh0n8O5VQNeu6KTj2uwAPbcML2zaX5of5ktreNvjgnI50l03SkE0LY/DKUNVyxOpiccbgvGU/yLSwSRbvag80FbibPPvbgZbv8fhRBAaM0odrZT8Grs2Zx8lJv6xJNP+cEWGQusmdnxaZlYiqy9eBQQWEJu966+maRCR0kCF7rkuiFsvBe74+r+IXiCz2tRTm88Knyyr02FLVyPTlCHBbf9Z9pxyQn/YTD/2Z0xq/m+q041AZc1uWUVXv0Iq1nnp5SvkhmIFVIM+Y2oG7fRAOCPqZsYVh8FwXkeR3zkiAqaIHaI0Mn936bLa0Xg/5fo9qUYGaugWWNWbs4Hh7mMQx6rzISaalz/bdxVHs1WHgvEZSlNQeJEg309tWLmAE9Z+GQNYOTUuVS4U5FXaDnIhrA3RM5XmN/INffIu3wpLdD57nZZuadJpleWvlfps2eSlFp9MwJo2Kwn7wjKPjaY6ccuFxXribRlJKDEjJe9T5hG8vK09r4vzhBMBBJx/nmEnFdGajc7ZzJqwVRXKAYZBDjiLShKUb9UjZNXnPWgrBWrxmrb/92Svh3qyRT0sSglYqnBcBID+/m8i54H+9wvtjHz+OwMDGUhud45SXfhJdF0GTGm3XYqReqpVrKRhTb0Rj9aRS2mCpTXvBMjqrwQTuxkDwnsd5oeTKN9erqN3oZ3HO9GEacQa6varmxWLXp/pmaf+9bSiJ+/2E7aeooSgitoGQ/S3ke7ClyO37yRP6PEpEMZKttJR4HALH/cC8RplINVrc9Fls00sK46Q2LhoQWjBo4GP/SDfBsJUwbdLSGRXkrVYEV8bAeYlc1vQClFxSoZIUZOPFbEi7np1sZfRkdKZ9y44HtNOyFDpVugWqJqJTsprCWNdTd2sla6n6WjI3UbqOBbWQsS84Ds4YdX7KPXjlUvjq6cJhDNw5y4c5clal7FI7zaVne94Yyg147Y2Wp1SqkcCQVHtk0Gs9Bk8x+hnR8krLj+M0QK0sKRFjJht4/3TlWiSrbThM8JYvDyM7FVL+IY8fTWDIpTJ4K3RWTbdylS8qYAtdcOXNfuQ0r3gjKXU7yQVdpivrFKWXDhoUnIHdEPjybk+qMv9+nrfBHYwsBDF23UQ+b+Xe+yLWf9+OUMsfpnsy3mYPvQtRbzZe+5ndMAKJKxtOUdOvy8hVc0vQaWm0vF8ToVnXpJL2IrXWT8asKs5O2nHpRonZqVpzK2FyQ8sb8JlV88AZhuAJVl7zsia+Oc29W9MA4jLXrZ2rGccaBSc67IL4QK5JSjVNnJw3OO9ELKaqK/lNYK1smEzMIvu+DWfJny245CItaVO3bKPS9A+ki9GufbtZFVV1ugmkKW+ZqLxm1vucmMYgLc5U1aDHsqbSs9R5hZ2TQFBNZU6FYET/w1kYnOHhGtl5eZ3BOe69w1nHU17IaJZZVUfSSBftGoWX0KToPl5XMk0E1jJ6x6vB85P9wM79cB7jjyYwgJwAlzW9AGIyhmlwVJ3OC872TVVK1YEX2TytdTU4SyxZpMgQNPhgLW/3norFOMd1Xns6r6pykn4GL+3TmBSkuz02tz9fWsdpXNH6uA3GYNi0AToFeFug8vx2GhvayaVI9Yt+PD2TaH/b0EC82qNGrpWaEumSNXuyfViozWeEAe52I6frCk4MU6NK6g3eM6+xdzu2Bo28r3eWaXQ005jGOow59TKsXms/7Vul1B6txJPT0bCazG7wQm1WwRenwb0JsrYT0Hu1gS+VaOV+N85CQ/qdv+WCVM5LxFrDfhCZuSVl7XrJfRVegm2Nix58U65kK2S3JUrrr7FZkxGdgyVlLloGeGuYvOBRMRcmL+solQLBcgieP3MceYqCNRyGQKZw8IbJiTDR4ywajvf7kTE4fC3MWUSDBJSUA+vL/cAfPGWMZj8P11VGCZx08byzTN7yZvAMRlr6N0nQ93r8aAKDMWgv2zEET84ZW8EHmZU4xchahf56Vl2FJWWM15St05SVCWkdppuASL93QOq8ObWBqnbiS30+esdhCswxs8T0sqXItsFbR6RvZ7PRjDdIv//CTQDZtrUxgL3VXbjp+0Ov5amtY7Olpq0UcFaAxSY0It9Dg0pp+EZv4MufduNWWAXeooKaxdTue9AD0g0AZm5OQWOyMBDLFrzav+ecpY73Ug55I9e99dxTLpwua3cjH5wTKrC+77rkLjLbKcfaXg5OBEqcgnFNqdsoANrEgnMu3fthtIZpFMfzeJ5VTal0w5lbELZliK0ztebc1cUaaNlnTyo8aeCppbJqVphqZdJlYKwlVcM1FWqu7J14Vb4aPZeUMVQGDSb3Q6BiGa0jGEdwlsPgZfRbRW6ua+J+N/AOw3WNMkBmDT97cyTnQrByMHpr2DvJXqyz/EBltx9PYGiL691hYs6ZbOE+eOaUeT8vxCgtJ2MsT5r+eytKuME5cZ/S0yjsAu8OO2pKUuvGxDUlBeyEQZlS5ukaWaP4I9ztB+6mgQoMTsxFEt/ZVP1kN2J1ZrYTxkp/6wZcqDTbef3LvTW1sQPpwJr+il6MjTBkjcF6manf7wYuc2RdkwyUTTJhd1Y5/CaR1+ncNw+jNaf3ktKeYxIZslRItYheQm0nvXyR1r7bGieGHAs5ieuy0xItmy1Tap2FUipkOf2nKXA3BU3RDZ8fJtZU+PZZ+PwP1/XlaHWBVIWdaFATlcqN7Bp9hgUNsAqziLO5poDt2jvn+OzVK3HQusraacBuqVBTCwrbRXNal3fNDGrnsoiXg1jOLSkxL3EbitN/zUkyqOAclspuCPyz55VYK5bCh/OVYIyY0VrBwFKpzLnwZjfw5XHHdUksVsRXjqNcvwyYMfCFtXyo8D4uvLk/8MVhJKcMRQ7BYA01C+CeyET3pyzt9i/jYY3h7WHiovZmjaZ6XSJU00GfNpTjjZFhJ+WYC9lFaq9c5fWWLKIar3YDxykQc+HuMCkfven8zQi91vBuP7IbPLb5B5QqPPom+1W3xKG35G7S+0J9MSotceEGFNOUf2stGlrH4iZ2iPyYd92z8HbK7jKvRD1ZW+YjYqdy4rQ5BFNMx10acGE0pbyfBpKelksqzGuWFqCT+QVjNv3N1jVpZYWpm2pTAxmNgedr3Maja6+iJFOrlYfLymmOeGc47kYR6h08n93tud8XHi9Xvn26viB0NIk0r9hHVkS/dTts2Yxo2iO3Y7FlXj3rgcfnM/f7iTfHHd88PZN1mKyWje0oJU7jjEh2l0uhFMU+rAxSiRCM1PsN67Fmo1TXdq8RHs5DLlxTljmOKqzGT6X5T8oE5k8OI9dUOMWE845xSewHKRXWLOv7Lsik5nmJlFykw2JQ89szDgHvK5VhGni1G1lqxQ2Op+tvoHy8M4af3u15GqLKdeVuTd7W9uhtB3Ru6dCpiEfgPnj2fuCaEk/nKzkm9pMnWsMxBCbvOQyBBxX1yE0qzMgQS6XyvERe7RyvdgMfx8A1JvEtvIEZ+pTfDTbQTtNmoNsqCWhEHXqnpNuss9GcW31hrShd308j+yAnyMO8skZJZ1vKb4ycnrnGDVSrYkybSlGw8gab0J8vKXOJidE7Jh9Y8ir6EX36sImUuD6ZWrU8Q9trbcPUKjMFlcoYpC8ZkxKDnDDvSpYvX6iUYogZrI2c5pX7nVjEBwvT4Dq2YkDnOIS3sd8PTMFzXmNX8Sp5A0dboO0TmGwgZQM95ZTPWCqjl++3kpXFqt9NcQrjrHY3RJ2pGdx4DQrNz7KUIl2BVLrqlTUGh6WYSqH0e19qFaHXNWE0MMiBU7sBzyUldt7zavQsMfPV6cJP9zIO8LQmvnmeOYyeaxSK8+OSxJgJw/N1xlLYe0tM4q3pLVAzNQxQLcb/BjIfg7Pcj2I/t6YivXiTO/JqoHtXllyYBq8A5Vazx1IZnETM55goVJ5nWUzrlDmMAyEPeCNW6lF7+U3e+NvzzOg9nx89o3O83o3ElPl4nln11GiLzLgN+ZbDYatPWwTprcYGaBm2062vWs2E3YYMxVw4LysxW17tJj477vjDj8/cvE3HGnqafwPQZdUWePEw2wIVui5Y53s3Rrwqmy6F4e1+4vG68piXHhi+22EpBeZFWKbo1GEbTTZalpScexnS/r3EzMfrwlqKGsjKphm9V/UmNQ8qNzMOFRxyIqckJ3Vpm7lu2g/tuzbGa/usEkAKSdW8xsFTV6glc3PLert3A3xbxiQ/z7WSY5aOCTJIVbKsDWtFO9IZ4UI0/CeV7X48LSv9FGgLGzlgCrCWwnO7P8bw/86LDENZ28evv7ibsFQmC8ZbjsHznAoP60IBRme45iJqTtfKYQfBeaz/TTS1BXxwctORkiA1spGmdVbp0Y1La42UFbsgtdeS5CYfQ+B+GlhT5roKv/15jmAsx33FW1kobWgLhE0XS+YweA7BcF1XcQc+TJLBxLydPs70dLp+90u0P1tXQrnNtwHjdsU2LYc2ByGy34Ul0QVJP7/f3/DuuUEiDeStnm+br96Mhd/CHe2firTbludzr4udlgpLztRU9b1lI/ROyBa7AHMzcyCdBGvNVpejAc+qGW0LjkhZeFZSmjEDQU/+oid30NbevIrUzvMSOS+xB+GmGZFz2QDa9qmstCWdk8DSSgPvHPeHPc57WFIX5gk6di9OZ1VbtfUln0If0iUqXfPz1tTYtOywirCvMyIyW7mZLK30yUnaUzdlnhxuhZgFPDdW9U5TphnaWAzx8cKSMj/djYzW4bxhmnbcMbKskcFZ7owodF/XxGmZmbxlmqZf23d/3ONHEhgMyQVOy4Wvny6diVaQachmh462eUIIXKNoQQYnEdUGo4IbmbsxsCiXfnC2OyctMXKJmTnnrkqNMUyDp6yitBssrFGmLGOyPeGXoZ6Wdt+WFvI/3U26qUMbQ+lpfcsaTK/X2yluMEoVzn0UugmBXNbEaYnbnIOt/ec1NULWBoK2tLfn0jcLD2VS1io04v4lTMM0jJZNVYhIZWv/wnbO1b7AS2NXCVZibqc+9fpY05WAOo+iQIqFS0mkXHFWTspV39NbL1gPhsuaiDf3yQAoSUkQ/fbiEKwI9wYr6kUxFb642/P6sGNdI2MIxJw4L4u0QYuyDkMjQAlbKqZtpqDefvYb8tetarZ0NhSstaZ/z6YUFawl6lp2RiczKVCEBt3K4fZ+pVSyUSKXvncfHa+CLX17WRmM5d3eUlLBEBmcY+89u8EJ12dXOS2Rrx+feb5eWeKfsh7Dv4xHKYXff//I+8ezprWWSdPaXBFfgYLwwa3hsizc7ya+XhaRkzeiE7AfAt4YzlE0Hr1z7MaANZYQHKP3XG3Sk7mCkdPiPC+8mkZeTSNrlTT1H/zqgad5Fdp0bUrHirrDhiXogmg7p8o4R0fnaSYy7ctaRF25iOwcBoYg4N/znLZxbYBS+fbxwhg8NWdK2oJM1pRaHsJc7GQk2JyxTOPTuw7oNX5GrZJ4XNfEDP3vjsERKdTWBq1a92Mwtnb7PikXhJSDkbQ55bqxO82W8clr6EUyUEwVOX4F+1pNPy9J2K4I5iIntOnB11nL/T7wxZsdj+eVeU0CzE2epyVxVu5DyYWvPpy4zCtvjxO//+1H1ph7yzQ4yRLaARGcDNHtdwODNVxT5hpzl/JvWRFGRWmqzIwIE1IH97QL1bUsrRN5OCOiLzFLi1hkAugBwZnNGHgKnn1aYIQAACAASURBVIMaJN3vR85z0vsq7++t4Q+envnF6cqnNfP6MPHzw46PTxd2wRGbaKy37KzlOAov5eN5E4H5Po8fR2Cg8nxZWGPiMIljVGsjHgfHJSViLcRSuM5iTZeVT15rVgKH3JT94HmcV73wlfOaGLyVQZMwcDJygSy6UI3c9MPoCd4RayVjuDYtQV2X1vZGwlYatIVvG7tPbObaw7Q0nJu/o//cTYGfHHc8rhFsZXKeGMVpuVnnQRvRvcEn2mvfbL6W6bfJSFlAtvMVdsEJEJtllqBSRe+ABo/qe9WtFeiMwXonJzbK89DTtaXNBnWkNhsqn7cYKd2a9sX1ellnVNpO7NMMgju0Mge9jm2wqrUdqwbdWDLvn2bevZrYjULmua6J5zWzROlQFQVBxyACwx/O166IRZXr2cbX9R27MKzRNbFTWXaMiKFcl/SiRmu4Tr8feqcb7uGcYFkmwT44dt6RasIbGcKKpcj8jYKebYYCA059UB6vMxaLM5VdEPC8GviiHjnPC0tMfPN4JufCF6+OUCrvn87EmPHGshs9buc5Tp5sfgMDg1BlU6cjt/QbpFXjgCtV+rRIb3hJYvoZVL+/VhkyaWq/1ogYiNXMo5TKeVlZcurjvS1NfrMbOY6idhORBbnkrMSh2qXQ6s3nBVkML4JEWzhmCwTtxFW04YUXxDklsIbj6Nn7wHkRsU+QDKhtyKZQ3OrZrkFjNum39ppdGp9WY8tkHhVejQELPMxR/CcbBralHgC99Rm86wKrFVUp0jYq0G0EN6PhupUagAviEN66P94Kh6JBA5LOW22tyqNhFW30uRnWduAXOenfP84cpsC7+x1FW3gplc4BmQbHYRL24WmWDKQF9Taq3kC+itCjpYmSmHR0erQyTJcauKzZS/f/bGAKEihux+clkFXmIr4SxyHwaghqe1cYnGVOQqDqBDHtuD3HxEVl8tq9+NLuOOC4roXXuwFTKxcjKupP15mf3h+gZA7ekIzTssxQzMBSC8MPFHL/cQQGoGTpyTtjyUh650D5A5svQnCOKTi8E5MNhxp/FEHV15z7kE1MpddeuUqbKNfNIakNtfzuu3um4PjmPPMcS58ZeEFH1ke5oTjLf0ATTtlOIPrPmiv0Vn5I2jqnzFA8oxNhmd0YMLbRjGVas2EbrXXbP0ZtKbqAsO31ndtG1zeFJlloPusm7jJzEkSqaYHuptxBkfyW6utPq17rxi5s2cCG/NPvUwMXtuEdncUoWToXRjZ4UZC1Zzoq2Wb0tZtgTF8oRuT/5HDIfHy+UisEY1iMwQ92uy9Ijd+k3YGO4+iv0EbA26dsFgOlVuY1c17jd/gSt5nCFpFLOwX6IdC6RyrWb+F1EDn6pWSCswzWaAkn1zfc2N8BTMZ1XGFVXOyqPIcpeHKVsu4wOKwOAR4H4ZZ44LAb+GAGPj7NeH4D25UgtVUsRfvzlSl49kMQi/obYdSgvO9aK1MInGPEVjh6YY89NV3HKp4HVBmcirXw6TIrYGSJRroYzhje7Aee5pXHy8JJS5ikNmrS59cTRk++lru3Rd9o11try3QM4lbirJ18P393VFt1I3V8VR0JbrAJtsy1j2eb7UnDy03X0+BSu35BG8tecyWmxLzKJhTW4ra5JWhtQc21Xn7dBrhGJV1dVindapU5AHfDJ2hzIU7pywK4GXyw3Sy4IDZ21siIddaW6TA6ZVx2/BJj1JAWOf281k0VOO4l+6HKpCbaaWqdhlLRzEQyPgFHt1ZkK9duM75awVQJxEub3cgadG9bmVuc6d2Fdq+r/n9rKXfzGOT9RIxYcLNYqmqNum2Ktw+nmP45DXCJib3qQzxcZoL37IaBairBVN7sR6qRtmYgMxqYa+Hd/QGw+GH3/TaiPn4UgaEt+oIsYBH6tKrHJ2y3WrZoLwq+K2+mwCEEqq+MVSXNKAzWshrhjFtnMc7zysPTvBCs6w7HlcrgHR8uC//0w4mnedUNoWmuMUog2joM1t10FvRh5Eto6WBebmijCxf6Aiu18GY/io3eImYmT/P6wuG7nUKWG3zBvPhjU4c2UusHY3i8Zi2lbN+cNW/BxVjw3jF6pzLkuW/EVg5tcxIbLJJy5Tg5Ut1Qemsqx8nzcF57hjIFMUNZVMi3mpblCc8/5qweo7WLyloLIThQcLckIY1YnUtoqPyr/cSkKkX3UwAqwdhO3BpuRFOdfsbnKNoUNQsgKUe5Bo5ct4vZykGkpSogoe2Zxxdv7/n4dOZ0Xl5kbr0cY8MZMBJ8DdIBygkwhoNqg5QkQTVpQHXGUK12hfSqO2s4DJ7jsA1mNSOcu3HoGaOxTjspFUxlF6xoLzjL6XzllbUcD3uG8BuaMVziRm4xBnaKop/VssxZw5ud0JZXFbD4+nRlGjzBWBKVUoWp+Fv3E9g9z7GwnybevHrN4/nMz18VfvnwzJpSbwmmIpz9c4w4FUVZY8YH2wU8iyoZTzsv/pqaOVTQzWQ6f6CBgbCdGs6KRFyMIvf99dOVb09SI1sD14tYxbdx3fspYKyROlNfzNyk1C3t/mw/YjF8vC7sg+PtJJmPMUYdsaBEQc/RjoA1FmMs3nuGYHi+LhgvGUvJCkoaCYBU0+te8fNYoJo+MzDoeHA7VY010qJ0lprkfgZj8QgO8WY/8P554XxJfYR7mJwYpJTaOxPN/9EYIa6VXCnG8PXTRa6rMTxeFgZnOagl/RQcbw4TH88zR2d5tx9YUuabUpkXLVcwWK8j2C+wBt2gVlL+VCpLVVo4Etiu11UsCtnubxei6clciy4SFXLrZiG8i6/PM2+mkS92E6VW3puZp1mmN43Z2pNgCMbwrxwPmhoKnrP3IpqbXeDpGrk7jOyHwP3oCc5QkpgxP1aLSZEheJ6fHnla+cGGMz+KwCCnnrgHr1nqr7WU3ploR2bMBZ8yQWWwfv56z+McdVRbpu5iznxrF7Ixqs3viOvMPKv9XNykswbvOO6CDBQV+ghxA7oagFSr6AsEJzMYXWIdbsg7yJpoIGUDrKoM3ayVXsuOCpDGlAleBoWa56ax4sbt9Rq0INRyVOm9e9YsJdY+eK1jYc65E4yy6iq0tFZASdvVg1ISX42gQJ8zpjt0tR59M8YxVtSe7r3nsooQSBNZeb5GOYSN0Lm9k6ARvCVmQyqwc05zbfmujdZt9Xc3Qx3zMjsySnZTS4CWxeGkUxCTPD86qbnXqGmlEdDwkstm2GKqel5IiWGgT5IK0CpTj0tKfT2CTHcaU4QHYOgqzlYPhE7O0r/UsOC2QiRrFEp4MI7zunluzJoRW11w7e8a0BkZFaLNmWwKJhtR80IEhp7nlTAEscrzXmY+MExAzsiEMCuuGJYfNirx4wgMQMcUvjlddP48YREqbKoyMLUfB0opWGvZj5af3x94NUa+Ol1ZsxjNlCKgUTXyd6lwVr+BVZlkspANr/cDu8HJQtFeOoiE/VpKHym2xmBcS+fo4Nqt0k9juclae4kTOGs70GU1RbQYcdYuApbugtfUVhbMTkGrmHMnzYCi9hZqkkAZ7ebwhJ623f9Q9iLObCl5owsnHT6T4TSjwTYqz785Z7cTVZiY90OgatvYOYt3jmtKvTNSkfr8skacMbzejf0iHCfRYXT6XlDVfXwTNTVG1I2cEcZkqoWddxpcs5RHqjBtUQl1Yzpgu59Gnq4rT9eVa9SR9LxNPdaqHZEq7zl6R6xFW85qsXczUJs0U6y1cl0j1oK3wtC1Wr61wGMN3Sqv6r1ufK8tiSicS2FRgDyWbZHcultJBiTA9M5b9t6QgGwtc8y4ut2jNWY+sZIuC97A5C3BwOm6YqkctaV7uv4GisFaYziOA1NQFiPCZENBuUJl7z0/OU7i36cyWJ+uC2uu3aau1srd4HleIpOX7oWzhusqVunNT9IgqVmuoj50jQXnHFZNJ5wzoOw4Ywy7ySu+j7oqGshQzbb52qFBBxsb5qAaCRSqlfbcRVWw20Ky1uJHK4BghSWlLkjTyhM5UBVLUOpxrKJ1WXQRNjZfO4UKVVWKJeAV7XMaVLdAP3OpoglwHAPWGR7nha3Dr/chVb45zdI+tAZUNLUiBK2qi5taGdSL8X4amZzjaUlYb0Edw7qVnv5jqvgnHMfAZ8cdH5+vPM6iC9nwj+BlozdGbDCG17uB07Iyp8zkA692gbsx8HBVQVe0nANMQc1ppIS5G4VkFLOQ6MjtIKAHg6YgnbKUM8FbDrtAchL81iRSAHe7kcFZPjxfmWN6ASBbzSKtdpxMNb0ERd9DLA0KWfEtZyQoec0spVyCc4HZGvYhYJzjkgq1Fh7PC9M0SOawJpZSOF0XDiqAMw2Wu/AbWEp4a/n8bs91WQUxR9qW1kp6nGrFebguUeTINMX9+vnadRieF/Hys15S8J0RBlnQ9Ozt8cDXD899wYBoEBqN9K4DcILiN7Tce1nMzbXqFnSsW+m+gVi3DyOqO0406ChJUtNzTFKilPb3BFHPVZyThyAbf9DNcF239HYKjvtpEEMSDRLBWZFS06DkrWXUtHnNRf075ZTOVQk+tU0P1t4aPk6B/RT0GgtL0Fapa6WjUHWqVBZwUmzBNhMWRW5HZ7kPXjGcyqht1JbCt+9VtK7ORZSVXu9HvnwtRJ1rzMxRaMNNxj1mnUNwogW6rIllzdwFj6+Vj5erTHxqiiCndOXdbmCwlsuSuGr5dj8FPs5RNqpmV60l7G0DnSUg5lzUBEfnGLyhLNLGNJohmXEQol3SGRjoIHWj5Peygqoj7KbzWowxmCKzJxW5lv/w44lg4O008rO7HaM3uCQU6uMYuMTEh4cnvDGcLotIulnD/RjwSLs+1cqSq9RPP2RP/qDf/hf0cM4yx8TTLLp1ggVkRt/qYanFPs2LKjPJTIT0nKP0eZU7/7BG8UmwBhcCxTrRZqiFszIijRFprsPouayJnarz1iIak+3klfl7uaG5FIK3TCGw5CKLxVhBnYVGJ6fxBizTho+2KUHZIBTxB2hHdunnszza+3lrWfQ5Y7bsw5tmcyeb7JUTD4Hnq3QHPjvsOA4ebw2f5oWP11U0A4vQnBtHP2fpj4OktZdSWddIqZXJB7Fqq2CLpPfCv0h9KjMbCS6pVsIgfh9Ga/iShWz09TXivbAmDYbPjztSzjgg1srzmnrv/uvHi5QZVTQhBu+YBo+pslmvMROsYTc4fhHPLKVyNw3sg2dwjlIL1yTEoFy0A6FXbT96jqNMlGZg1ajurdi35SwK4pMXnGQtgk+8GOUu4qvaVLCMEZwoqUzAGJyA4+oCBag0vZQbg7O9w1NU/h8DKZXvCONKoHr/fMUYeFoTyRre7iZOS+KLfSCmyMfnC0/XVQLDKlnm4CzLYSIYQ6mJ436EUvhhMi0/ksAAcrKdYyJYERN5mheeomx6Zw0+BD3pZLx3cp4P5wUMvN5PYlibM5/OM1MIKpO+8P4pcl4WQvCEILMT3hp2Xvj9wVW+vN/z9dNFRldLwTnDT9/ekVISl59UMMYCVrKJWNiNgVorcS10hZb6neRBaog+o+CszCwYKkftrlyiqGBbbvQOFKw4DI4Rw1dxG2++rJl3BwHLLmvm9WR5dxh5f555nFfNIuDNfiDlwuNsGay85zCO7HcD52XFW8thDHz16dS5I0vMxCRDTUvcxjRL1kxBDer7tCdCO74bRypS1w7Ka/iD88y/9dkrvrzbcdVT1TpxYsYgLWgEzJt84BQTg3V8eLpIKWkMn+9HkhHJPWcN93vJgp6XxOvdwHlNnNck7UVjsEHwm+Atc0kS+NbCR3V9PgTH6zEQDJxXYZlqRi/8FmdIiGBtIz4NwTIGrwGgcs1ivttvsWZP5yUyR6Hfdzq7BhOAbCAX0dU8BI+xovJU2Xxb2zyOt+aGlSnM1ZQz/+TDAx8vC988Wa5rZiml0/EtRm36Mr/36bmLiZmHM9Zscxnf9/GjCAwxFR6er1QVvnxaxOMhlYo3ou70537+JSlGLvPCw2XmkoQJ9tn9jld7EWB5nldyrbw7jIzW8GpwxFJxtfLp6UQuErVDNwGpHMfANW1U5FG1HmIunNZIjNLnH70jBCtahVXs2abgJKOo2prq04byh0UJWUid6VRANKjIyxQkU4n95G7JRuWaMscgE59GunQYI4pIj3Pkbhz4dF749nzlaY0iXlsr7w47Ru94vK48zZE5ybRpKZXdGNhPoklxiaK6NHpPjNLirKbivZfa/gZEc07BRRVDkXTbCnCLZG+DkwlNAXYtzhYecuKn+5FzWllz5T5YfnK35xIzl1XI53dDYHCW0xpZU8IhUmZeW8cf44qzhmPwHKeRWCrfnq5dXXoKjkEl/moxfPbqyOM8E68F5ypusFyWiA8y0NTGvHdK4hIJecGpjDUsa+5dkyYG1FqP7VSn9o7kVktWOQDWVLSNKYugZ4KaNcaSOdf6Yr7HaRlWS1USlKwP7y1TcHx2t8cby+V0FYIahn1wxLV0xSjpqsh75FLwTlXAauFOqdg/5PGjCAylFrGlq9I/lyk9Af+CKuwOITCvkVRhCEFSe2eYVDnYWcuSs3gIWsN+DKylco2VMXjymkgpIXW2AHbWGnZD4KuHZ64qK2d1pj/mRq6ib/Srugw7VT26Zpl1cBhKzRtJxkCtZqv9tR0Yi3QCBut6Cl+0dZWUPzBY+TtrylxT4bLmbSFay27wpFp5PYwsUVSBchbAyytqvSYZopmGwP1uFDq4tmTnJTE4OYGrpvDYpmIl33206g1aBBjFSCBcVsnoqhHw9md3e4wxvL+skjoraEatvJtGPl4j+0EIXJKiOxFlcUJfLsA+eMDgMczqUF4rvNoPAiaracubaeB5TjxdF6By3AlhJymGIil6xlq4GwKXOarfpJSqa6mc1shpkRKmjTE3JmMGapQSMTjLOLgO5DYm5QvXrhvVpg141dmOohHkxe83dNqoHKEMTQUvys5ryl0NugWg4BxvdyNv9xNLlhaos4aLBlDQ969talYB7wpLKf2wyrVqJ+j7P34UgaF9Mcw2y95kw1tvu1a4LJHHy8wSE7UUjtNArbJhBxWELaX1si2XWvm4RJYkY9hWAw/WUot0Nma9IQ17MMbyaj/hrLTLTDXEIiw+KQVMP12aO1Rp8PpWUUCpZAolSqDC6eLR0iLrbMfN2hFMw5puu5cq7IJnTOK4HLyk/1Glwd7uR0DmQ1ISybM5Ze7HwGEITCFoCzGzG0dyLpzOs7gyjx4M7EdZAkmdp20VsZvDICzHKXh23vOr04WHLOBn41bMKXMYAsch8GlZZIBNT87BWR5j5NN1ZnSOu/2Ba0z86nTmzW7AO8OSpMuzxCQ7UwV2l5K5pswuOL682zMEy957LrGwGwJ1hc+OO6Dyy8czj2sUYNY5TteFwTkOg+e0rsRU5NSv8LzmF5yDnFSBGk21q2RChynw9jhxjYmHedVgtXUaWtZUFDcoRbgtCmls1HgtCUu5AaplwetYfcFkUUEfnePhutL0vp0VJa3ferXnuAv8w29PmCoYSFYa/aSqTNlIcGw2e+JyVVgLeGSNDz8QZPiRBAbACgX1vCbJBnTmP5eKcY7dEPjpuzfsp4H3jyceni/EVDjlVQxMppFd8N0DIKQqjsdmZSkylxBUhz9VGWO1VgRRS6mi8rMb+eLVnrf7gY+XKwbDs0k8JpFDnwZB9o2x8lpVWoumyGv3SUilQqcic/+Dd31BtvRVrB4kaFgrrzUNvgNvOVfw8PPXd+yGK79U1p/BYKrIhH15t+duqnw8q/2as7zdT+yDZ42Zj+ssLNJpUB0LoSSzVooRJufb4w7D3MVcR++wKncevOM4iMpSqYWfv71nP4z88tMja8k8rokP10XS/lJ5s5tYkVT9qiBuAkbvmY53PHx8AGv59jxrN8OQlwSlcD963u4C55SpvrULLe/udjzNK798mvl4nsmlcF0zbw9CF29UgDZR+jSv6jQmgiW5VnKqHAZPcVv3p2SZcNwP8jvnJSnu4thPAessy6xCOw0nrm2x6iGCZE6xBZsW5BvGULY5FMM2n2K0bTwNjloN758XOSQUZ5AyLXA3eM4xsWjG1zolwftudyf0dfkMvQCsDXJVzkqppPIbKNTSeusVJb9UGK3QPC1wOi9C2smZkivHaeLpPJOK9JE/e3Uk58zrcWCcDL/9u7/Dbjfx/uGRj9crv/vujl0Y+CffPrFzhqVWxTVW5pj42Zs7Jm8xyqH4/W8feXUY+eLVkd2cyBXOy8J5TvzkMPL5/YFryqwxsaAkIic38zKLX8KqG6MoYUmk1oXFV4vU5Rj4yUEkt665cFkycxRhDu8sS0r83qcnmqPzHBOXZeV+DDwsK4/zwtMs4rnibKTj1tYxTh6vJZnRbsEQHCnLVN41isDJzz5/zZvjnqfzzLxEDc6ZY/Dc7wZ+9XTmeY282w/4Uvh0OuFNldTbGGKV8fHmFu52I2vMLEWCr3Ee7zy/+uZbHpdVrNmyBSvtYmcqr/cDx8nhjeFZRVq8NTwuiX/68YnTHCkCcHSBnT/4dGIYPNPoexovbMvCSXkikkHC42UmxcKbw8jP3h14nCOn68LPDlMfBJt3MtT0Zz+747REvnq6Ct9EsYGGExk2R2xrDJdlfdHDbgGjEZYM0AcntIXa5O4vc5LulrPIbZe0ItrMnBKnZdG2veHdcc+fffeK03XmYV5xDta1dF+JN+MgXBYkWCw560h3EbLeD9ySP47AoA8pIwqv9xPeWi5qqDEZz2VZ+fB40ppSTr5RzUnbuHMuhcPxwOPzmW8fnng8n8VjwQholWvlOYrm4LxGxsHz5m7i9WHiq49PnWwTS+Z3f/KWS4xYI+nbvFoKmdOSWB+fSUXo1ffjyN048NXTmVIEpKRCShlRLaw99WsnSBsDLkWCRhLNe0l5U+v1297G/TNv7nFGhpCuShP3xjL4gLeZZKu6fFvJnMaRZVmgFIJOYVnnSKX2+f6YCx8uM2+XlSbT/mo/UmollsqcEx8+zgD81psjwVXOJ+HVTmHgMIqHYiqZf/ThgVik9No7h/EegzBIz+vKai2+VEKtXLKUgGvOGGM1A0i0waNapLYWenIhFuGngNTYIVj2u5HTdSEoVyOoPFobuS9KEImxENes5siVp2UlPVUFgi2zthGXlAWktoZfPpy5KpXaN4CyCezWDZC9ZYXeMjeDs5iWFWp20XCmWLbxbsMN7lBve1kCMlSqEtQyphoeLlfRbvSWz/cDz2siJnFimwaHwyoZq3Q1anvzbnaLXd/r8ScGBmPM3wL+AvBNrfXP63P/LfCfAd/qr/3Xtda/qz/7r4C/glSN/0Wt9f/4Ph+kIlE2GMtnxz2XVaJ6ihlvMu8fT1yuC8E7rstKzJlaJW3dD57Ry4njvCflwpoS53nFuwE/7FiWhTUVnueFlDL3+4G3d3uu68r75wvXJDhFXBPWGd6fLlyjGLk0NqOzVnkiwqk3iKz9mmXYKcasi6i+nLlg4yZgtvS3FFkswQm20Rb5kkRMBiNDRDElpYLLp8lFJhIlE3HsFDMRizlHLfL922k0WsN1ieLTQcVamd+vuWKr8AUolQHLNWUm53jUNuC73Yg3QgJ71mC3HwN77xVRtxyGgSUl7kIQnYQc2XmPs1YwinHAusJaC9csXYbBWGJMiqaDUdyiYKiqydCk2r21vNkNxJJZi7BUU5a2s3fSjs2l8PE8c0mRkEUinirYQXBybTNwiZExeAYjreclpx4sByyndVXuwY26Uuc2y71vWQHo4JWBXLexbFGgMn2OxliDKdqj0IByq/HQuS9asxgFd1tpYZG5hz/49MRh8Pzrr4+M1jF5z5LLJlOXC3OUQ9MZiw9WmcMywflDHt8nY/jbwN8A/s53nv/va63/3e0Txph/A/gPgX8T+Bnwfxpj/rVaa+aPebTxZqMlxfN15ax+CujNucwLpWRJU2NUAEeGaR7nhb33vNlN2BDwQ6Bob/i4G8F4Pl1OnK4zUHl3GPjyzR2xwqfnzHmJjEEYdmPwYA3fni4E7zhMA5Om3qnIPMXjVU7ZwyTdklTgbmc5q2NWKzfbpFxDpaRPvYFXFekK3I8D1liluCpKXmGwlp0zvH++aDDYLO0McFlWgnVYwHvhVZScKRTpY6u70cEaljViqOyHIAEuFWqqnObI4OSkz0if3dhKypU3+4njKB4Tny4rd7uRg5VBKBDeg3eWn332jn/2q6/lBPTShts6RJYMJFt4d7fjcYk8zSvOCt09hEBKhTdqXvOYi2hsWDk1JydTtqO3DMYw5Mzzqj6bToyKizUM1jF4izWBUcldQUuwB+VX3I2ykXIsEKwK/hjmWLoyeavdxdFqE2W5le9rNXzToCylYqrU903t6VYrY9U1IY+Nvt5obQI5KNVcp1cHZ4WExXaQ5FI4LZFfnGYm79gPQgZrIwI1bQbOScHSoq/9p96u/P+oe3Nn29I0vev3TWvY4zl3zJtDVSZdXaJbjYIhgIDAkIGHQWDiYGAIAzz+AAyFTHCJEIHJEBgYhBwwCUVIaOjQ0FVSV3VVZWblHc+4hzV+E8b77X1OloRUKSRF9oq4N/c9ue++5+y91re+932f5/fknP9vpdTnv+Xr/cfA/5pznoBfKaX+BPh3gL/2T/w3EIWYAl493UDKHPrp7DqTjMJIYxXL1rEbRk5yXunAW7LStMsFVV1L9FqMqJSY54leKULhAFw0jnVbc7lo+NXtQbrFSU5gHxPLuhJ1X4jUzqGUYtlUhJzZjxO+6O11MVGt24Zlu+SXbz88ajbJz6WMOm8/Qe5uRsuUo7aaXEqAkDPNyTF4sjmXX62zHMaZxloWRqzYPmRqJz93pRSTD/QhMPjAqrbUxW3ZVlXZ0kpz9GLZkJIsciKgkrFeR8AsairnytjXY6xhs2yY55kPx4nDOJO1prHC5LQZ+mGibSpWm4btoiWgMCmRSUwxsXINiUw/z+SUuFjXZ7FXxr9J0wAAIABJREFUCHIRTipiEXLTorKEkJjGqYxfFRe14zB57vqZJytHaw3ep1IGaOYso9CUc7mLapZtRWMNkw8FjJKKaUoums5Lf2dZORbOcDd4QowsjDgZT70FpQCjhCSWTt1+uaBP1nPyoyLg8WTqfD/Ip+voDPw5lZWn+8bjwOOTVs6ndE7ZNlqfpBKknLnqRyprqGaNziIOtEV2LVT0zDyLlV8riobiu3UZ/v/0GP4rpdR/Bvwt4L/OOd8BnwB//dFzvilf+0cOpdRfAP4CgGva8zZ76HtO4FFrtYhaQmQYJ7bblovVgrd3PVMWWW2jNY3W9CnR+4k0wdJZcgpFJOIK7cahlw1P1kvauiZocV0aJV1zygfeTTNzSDzdLgCRyh6HUD44WXltyZbwSS6AptijH1eKqMJxON9pTpg3uducmlOp+AJWtTtnJpyefzJ5Saq3OYNPQ0gEk1g3Nc/bCu8Db0tYq9Ua56zsOlJm9IHxxMc0mjGGQnmWCvSUCaqVoqkdWmvCcRB7Npm7fkIpeLqsBZabJNm6rZxI1rVAdawxzLOkV/lyL9Skc/AKSrGfJgGdorFapgFzFBVpu1ywqCri7ElK0c+e2liS0ghMK+JUdX4/Jh/wSVMbYUKolFFKnJ7dMGNahzPiNG2dZVlbKd2Cl/Bia5l8oDWa1hquJ0mMXljDMIWSbVmahjmzaht8CAyzP9/EMurMtzztLk4k6XMZ+agKkd6i/E1ZZOSFdOE6PKomijs2P6ABz5WMnDtTcQqr0pfJhDKqlLIhZc49jhOL4rsc/6wLw38P/EVkEfuLwH8L/Off5QVyzn8Z+MsAT54+zx+tRbF2uV3IyZTgcr3AOkdtjTTTlDRXNkux8P742RqfMrf9SAJuDx0vVGa7foq10qBxxrJZLkgxcOh67vuZu26mqS2LqibHQFPpUhKIyvHFeoHPkXn2OKOAxG6cSSieLBYcp4lVXbOorGjSQywS2ofUoYwYsFJpJqXMQ3NMFWmt5OGw773Yg7Up9bAItJxW3JbR3mGeyZOMNGvnMMCyMvQxcfQJbQyfXG7wMfLhIC6/WByQJ5bifpy5XDZifspZEGG15sW6gRR5fzzyZL1iZQ33/UQ/zcWKDuu2wVojQSY+0AO2rtHW8vMvv+HpuuXj51vuu5GDDwQV+exijbWW4zjRTROEyDwnFrVj01bsh5mmMmzXLavlAqPg+bKhvwpcdyOfvnzBV6/fkWOgdZqbfuJZU7F2lnfdTGuFrLUr2oWLRX0OPr4fJu53HXNMgvzrPW1jeXaxpJ893eh5sV4zhcj9MKEV9EHeu1MjMWe5AYijVWGUTMpCkjJKJj5CY1NGPexwS3NZ8aBqDPlky8/kmFCZBwZGWRTU6cQBSJxFTKepC0COGVOL3sfHxAkEI8uN/DvzqaGp1MNr/MvYMeSc358eK6X+B+CvlD++Bj579NRPy9f+iYdSiuWiRVuLVZpnmzVVs8C5inEaCYCpGtGl+8CyXdAPE5eXF9ze3UvjDnmj5piYUk1G4C1tXaHIxOhZNrXcfa1j1baQFcGDdRWVsxITFiJozbqqmcyEyqJL2A8epyRjsXGOTduQydx3A9Z61m1DP81I50PRWMOyNuwnjy9S11OpYTCEHM9bz6glOaitTyeXZA/WRmOVKgnJUi/WVUGaZYnjm0PirhuIZC6WrfgHpvkMvDmh6FJIHIP0WGprJQiYQlweRi7rCm00h35kXTmuDwPd6Fk3TrgBGXaDf1BYzh5fPCObVhbJEBPaGkxMBB95f5z47ImlG0cpzZTcwY+FjxFTZtFajkUEpZVEux/nGVc7nl1s+OWv39FqxaIsgu+6iYtKoCSN0TQlHn5KEveudekV+JI2rWXqkKIoXqtK9DE+JN4dBuFSRJloDD6CkrvuqUdgiplORocyDTJGYbIil+nBqZ90ajTLf2U7EHP6Fsbx5OTM5G8Z7s6hQo9+08V6L7uOstiU7y8k0UOYggMMhVchNvnTeDKfoUSPVZu/zfHPtDAopV7lnN+WP/4nwB+Vx/8H8D8rpf47pPn4u8Df+Ke9nlaKRduKN8XA559/xsX6gq/ffBCeXY7c7A60TY1WmmVbc2hbPv3sh4QEXdwx+5kYEqPPDF7R1HJnJWeO3cD9ccC5SpDo1tDUUu/ug2e72WCNwjlHP4iRKiUIWXOz60ufoUWTueo6DIphmmUWPXsWSp/1F2TRNSwqy2cXK351e2CMolT0uSjoitPyZK2QbvyJBl2CZLKUAacZ9JwSrXMSyZci3TBz00uvRRgVQRSdMZ2FL0k/ZCUYrYiIBC/HiMqia5hT5H4KKK3Z2oqYExfLmoux4W4Y2VYVNZLTeL/rebpdkFOJD7SSq7eoK0BciihxbaYgj++6mWEW/2hKhb+IpDyfMkCHEPiwP/Jk0UqplDObZctmscBqzbP1grapaFPiatfxZj9CmdlHRGJuEYBvo8VCvnS2vIfiRQkpgofb3VSatFImxShNWDTiFTFiP3pA9D+QrU4W8Ck/kLVCOEFtHhaHU2r4eRJJ2e6fG5myGzkFI8tnIRf17OO5PDl3sU87hiyzUZ0VrpxuWin8acdKOmd8nhy7jw1v3+X4bcaV/wvw54FnSqlvgP8G+PNKqX+9fNtfAv8FQM75J0qp/w34KRCA//KfNpE4fddGwzBNbJcbnl5eYkyFtpZlW6PCxLRc4JxDIcKYuq7YPnnK82lmP07kg8dlxaGTaPvlYsFyHFEpMY1i4lm0hspasW4roQKlDE3TEIOHLFSgWO7afvKsVyvaupYpR04SflPUc+Qspcqi5WZ/OHeZU5Laed3WXLYz+8lzmL3kOCJmpZOlWJK9xZdx8mfUzgCKwzSf3aUhFZUk0DjH+/uOmOGjizXLRY3vIgppVs4ljiwUya/WotbMnKhJGY/0P0wSvcBNJwG2T1cLuhCR+60WGbI1PN2s6bqRXSd32YzgyZ82DU3bELzU5eok/9WKtrKkGIoCUdN7zwk53zqDc+bs0Xh7f2CcQ+nNZMIceXt9R1s5PvvkExaLln6ayOqGL7v3ECWcdlFbxjGgc+aitlxUmjHJeM9oQ1NpIplVZWhKKTSGhCo9FGU0riSBTVFk72MI0jMqzcYUobblnEgldTznc2PvNw9xZRr5XJP8PCf35rkBWc4VUW9KL2FZWUal6E7Cqvygezg9yMh4O2aFUsVTlOW8OjdGS2khkFnOArnvcvw2U4n/9B/z5f/xn/D8vwT8pe/yTShERDL6QFMv+OqbDyijWbYNzWaBHweev/oE7z3zPHN3+LUIiGLg8mJLVVUMITFGQGkqIx9E7SqJL9eWzWpi2Tgq59DaSh9DwXKxEGR4iBhjQSmGYaSuHb2feXl5yUfPnjLNI30/8kOr2O0ODLOUCJtFhTOa4yPqUUZOoHHy6FTyN5XC5wIGPXXmc3xAjKV0js4TroFsuylimqayXCxb2kqaZpMPKKVp2xa0Zp693CVTYtPWtLVjnINMZ1Alcl5k25l8JlgppclBBD2HwZPzQF1OYGdtGclBigFtFTZqVrUjJslGTBl+fHnJiNTi67rGuorr3Y4QAho5cWefzqlglAVK1JyRyhq0hv04inciJOY0cujfcNkusNbgvefmbkeYJraN44DoMC6qits5cfT+DHyZiyTbaIVVUBnHxxt5n94fRt7tekYfuVhUZBDqktICXHWmBBKVGPsyWvYRgQiXIGGtpa9QOUsoFC316OL1BTMYH00EzoG/SgnmP58WBfH7xFgw+UbhC/gZClFePzSwK6M5+ngmZp0u+dPUJKkShVcUr6fR5Xc5vhfKR1VEI7WrqJ2TseLlBf/Wn/t9rq7v+Oqbt7y5uqXve4yWi8tomeu+evGM6+uXzFHRNDUpJ4w9SU4HcgKjxUuxaGu0sThjC8bc4IxlGEfG2cvFGCU5aNd1jONM29S8fHZJ1w8cju/YtA2rIoCiaNoB1k3DfhjP8+I5JLwPNCWA9eQ6RAkqPat8DhYxp+KU4h8oF92JWLRwjo8vVjxfLfAxcZxmVrV03d9e35GzTCgWTmCtm6Ym58TRelTOOK1KUImVuPkUcAXn3ljFkoqhdOVTFMNWLHDLjKj/bncHBh9pKsvlsuK+n9FKkzJ472VnpxTOWVKIXCcpY3xIXO8HOi8Ti2UtGoNTJJxcmJFNWzP6IHQrrTAJFlXNujLcXF8xec/uOGJyEsWjEVK0BUJSKCXKzj4mBp8YvTR6a2dYOSMxdj4WapcY4S7ahiermq/vDswxURl3znU4I/yzlBkhyM6tLlTqmJOY7HThaJ5UjHBuDJIfphOnKMN8WigeXagnB+TkI6F4hoxTTIULcVoQrBHl42nycfJDmPL9nJD3oSSQ+/Qw/fiX0mP4531oo/nsk0/49//NFzRtS1tpbu52/PU//AmLtiamSFvV3O3umPyA0hrnHF989jELq3nx9AmfffoDPn71lL/6N/+Qd9c3DN6z73piTDzbrtksapQ2GGP4+KMX5Jz4G3/3QzGvaJZ1zb7rmEPkxcWacAx8+mzLxxdrfvnlNxyHgWGeUDnz/Nklf/aTj7m+uWOYJsZh5M98+hEhJX59dcv1oSPExNU401SWPmVCgtpZLpb1eb7dzR4fI8u6JuYsAiwlJYDPiW1T83LVoguU5advbiSbISTWjWW9aCTDwQd23cR+EO3Hh8NR6MnF2IUC7QxD159FOkor5jny+YstF6s1X364EQ6FL2WFlQbqcRjok2RtGh14tW54tmqlWVpZ+d6mkavjgW27IKQO42q++Oxj3l194NiPUrZYcT+unKObRVqto5QpMcIwyeht5RyX2w2tNbx6/pycYHd7TZgnmnXFYfDcDz3THOl84L6fcVrzcrtgUzd82E8oq/nsyRrvZce0myLP1g2NUtQ2sao03SyxAfdlMV81jrZx3OwHmsoJ6j8kLhpZ+KNWrJuqvL89s0+klKisCK2SNbh8gq4ULkVpfJ6AtKdYwPQtQC1EL13IrB8BhTNsWwdI6rfV+qzXSMCfffWEd7uBt/ujSPGNYds4XizFcbyfA7fDLLBeZCH8Lsf3YmFIKWPI7I9HXGX4+VdXJZ1H6mNtNHWlWdQNOUau7nfYqmF/OBKcYZxmLi8rmtrx9vqGw7HnYr3GKovS0q3NSmNLCTHNM7vDkWlOTBqMylQ2UVnLomlEGh1kenF3OHK9u0cpiahOSXEsbMGmqWmbmrFyBB9JSvF0veIwToQ0c92N6F5JyrGCtrZs27oErySWVVXclZKurJQIVionmLRNI+Oxd4dBvAhRfmkNvmgqKN3xcZZErmebFmsU993IFMJZ2muCJhT0/rJxssUlcN8NvL3tmHzg+eWa5bpmGEaMMiyrihxGfDHltM5wfZwwuqhEraFdVByGCW0rlsstPs4sWtGb/PrNWxRQWcu2kkmIRRaIKUp9PJQttXMia3dak31gCp5+v+Pp848Yt0+4HSfpiVSZalFjnEFPihxPZGVoa8eyiYQy3PdR8iQ+uVhysay5OfZUWUqomE/0poxRgp/f1hW3asQArqqYkRBaaxRBSyTe6GVhzilLI7vIjq1WbKyjC4G+mP00ujSakXq5gG44fUmJHDqfm5alSVxEcYNPZVwuPYXei/dlLfJZ1o3huhPPR0ayWYaQeLGsqZ2wL05lzslv8tse34uFQWvF/nhg8gPGwvurG1JOaG149z7x2SeveL5ekmJku1qw6wciiv2xYxcCt7s9t/sDf/JVRS48/UVTUxnDruvwUQAoF9stm1VLVop/8KuvqeuaEIXz349eItJC4P7QSRALmt1xYA5eMhhqcTC+u77DWMsPX33Eer2kriqur2+JIbJsap5tVvi7neRiZJCAF7EBW61YNSKj1sYUCXTCp7FIsuV5WUHIcDvOckEUbYNc7PEsirFaFbOU7ACujsNZXn4iKmujzga/EzfSZMlsuN4P5JjZLmr6cWSYNAtnST4RbWTdOEbEiZkLxHU3zHRepiArpTFao40RcU3OjIcdPk9igZ9EQNVa4UgcxpGcZWrQOIPk2qjzSDTETJhmWmvY7fZcXD7n2fOX9NOAnydW7ZJN67nv7lkvDTGIAG3KkVmJ4vA4zudw4wighLCsrPRgpskzp8yzZSNmqSKXPmVXuKIVmebAfvBUlWEmnO3wKUm5aq0WuIqWz3gmE5WoeL1PKFV6AKetf36UQAel1HgQPNWF2ORTLlbpB5IWhSItFYri5jiVWAUZWSvKuVCup1YbnrQVU0jnxeG7HN+LhSGlk3Qz8Sdffs3JF6aU7Klub++5WC5AZfr+yP3hgDKOt++v2R2OzN7T1jUfv3zBdr3h//prf00uFmupjC31maFpaqq64nZ/oK0ramMYp4l9P3J/6JhTJCa5k6zqmvtjR0boS8vakiI8vbwkZJmXz5MnLhJPLrZ0x45h8lij+eRyyzBO7PKIytKgqgooNGTxOGhtMVnRzzNzESM5owttqDTsYqC1VpDo5WRPQAyJ1soddph82R3IFva+H6UPo2VCoVWZh5eGY20tT1c1y8oxToGfvL4p5rDM2AsaL69bbLmLPV823OeR4zhzDFEUj85ig1irr489l23Nbuj4cBN4tlwyzp6re392y04+CmcjSO17khwvrOFyUaOM4u1hkpGv0piqonWGHDy7/T0vtpdUVcM8T1hjeNHWfPP+PculpW4NUQnN+Xae8CkxxEiiOF1T5uY4YH0QFa2GQxSV7Rwil42jqRwYw2H2XLQVQcHkvThWtfgO+smfywNjNdY+kJsqLZyPY4HCRl9AtOqU5VFO9MfzS0ozsXzZakVtpFywWdSwIeZvKWFPZUTvI2H2BWwri8qT1rGq7TmpTaHYNpVQtJRhWVv+3ne4Jr8XC8MJvBmDiD6U0VTW4jTMAcZp5KvXb0g58+W7K7p55qPLFeM8Y53FWsuzywt+8MkrumFg8J4QAz/69CVfvisYLZW5Px4Z/czd3T2Ns7LlVNIovNsfyVkYiJWVfMt+9MScJOAle/I4slpvaOqKFBPz7Hl3dU3oDyycxkeR3ZqUqSuHHmfWTcPTzYqYQrFZh6LIzPhxYppltLioBaYScj6XF4lMU1WCxo/QjzNjFAPZqqrO6sXBB1JMrGvHYYSohBrkk5wgqQisVNkWr1vHk0XL23A8ayiOk5e6VwsrIpdpzrPNmt1xEsR/q9lNkWMW89fkI9YZnlxc8sJVjF1P5SyLzZpjP+JMh26qswpQaxhHYSr2c+B9lCnCqhX0utYCXu1DYFQZk+Fuvye/fY0fBuI4MY4zar0gJNgdZha1MBnaWnIrs1WsVxXRJ45eXKq10eikGGfZlcRMCcuJrJGpxDwFhih8zNtxJpY8SGWEcdFWTnQgUGzckkuJKhmYpbQLPpILnevEAz3BU87HqSFZ3hdnxBUbUuZ+mIFT6rYg76Q5ydlPccLNCXlMblwLJ+fs5CPDFIoNXUxym8ZJGth3OL4XCwMI9zGmAs9MqSQ0abpxOHfL+3Hien/k6WbNdtnirGXTtNzd77jd7fnDP/opFxcbLtYb+nnk2UXN9b5BG0fX9+yPR6a5YvITKUScraicY7NS3O0POKtoayvil/1A10+yZWxs+aAyH+7v2C4WbBainJxnT9cP/OBiwT5H2mZB07SsjyP7fmJRi2lrmiV+b5g9Smt8lObWum3YLFus0by7vaNyhnXjqKxh1034shPYLkSr7wtC3Tn3aGwpmoHTHeqEyhtm8Q5UzhRtjHAV3+8G+jnyq+sdmlMW5SmQ9UFXk5Dtd2UNTmVqK2Kc18cJUMSYqRx048Sr1YYKTYyzwFmcY9tUkqMxy/e8aipUTuwHgdk8WVSiG4mZdW0lUyFGgg/UTY3TirE7cvv+rUwCUmLwkd2xJ3iRewefuUCxbA0TwnM0RWRkncIkQ21klCpjx0xlJfPiEGY+dNM5MmBROdZthc4epzU/vFyRtOg8hoIHDClJZEARqkWfCfmBjnRWM5Y7PEXAlJXImU/y55xkAc8U7UwSgdujmScZufhVGVGmsphUVjFPxcaP7GLuRyE8WS2vJ5MMMY5tG/fI7fnbHd+bhcE5sR5PXQ8oXMro2lFbizYWqyD6idZZnq5XfPzyJc8uLvjs04/5yc9+yf39HVddx4e7HR9tt7y5uub//H9+xrKpqSsZx03zRHshNuXeR3yY2K6WDD6x3m5lNGTErvvF9gIfPMM80U0zoVhbX2w31NYRY2K9XPK7X3zGse/5yTfviDnzrDZ88uIlc0zcd3t+8PwJnz57Sjd7dCPegp/87Occu5G2qoq4SyzbL59uWa8WOFvx67dXOC0fj60cc4jsJ/EEvNqsud0PGKX4/U9e8elnH/Ph7pZfvv2AGidpYGqNAcZyVza60KOA4f6IupMFxBUYoKaIkxAna90aDuPMH7+7Q8XEWosQqa0slw30MRPDTJU1aZ4J00Q2FcPQcbd/L4Df4EWZOXuyUbha89mTlmOo2A/iD6mVNE5rjfAsi7Zjnj3tcsX22StSmIXpANT7e/ppZvtsw7qpqdsl3TRzdzhQuYq2NgQfOKaJHAKrhaVaaExQ+DnSTYFxEmDuJy8WEGXc6GPiOAd2k/AjpxAZOxkxn7bsU3Fl5iQSZDKl12BY1k5MgFOgnzwxZ0HJZziRJWMJONJKEPFVCb65XNeMIXLbzbLryVJe+6Jj0Rm8ktczGm462VU4XZgTMXE7TAXFb9jWjsvGsagtx9sjV/10lkb/tsf3YmFIKXNzv8enzMuLDVpr6Q9UjmPf4csM/M2uk6aic4QQ+I/+wz9P27b89Ge/QnIfFLP3aGBVEoVTBh+lYZdS5upuz+Q9x15Yhftx5s3dwOT9WdpqjGa7bLlYNlxsF7ywipxTkalK6GytxLNw6HrImaayDOPEOHaslxW/+9kr/vjrr9nPgTf7TtKOv3nHFANt7ZhiYO4F+XaiUFkrTsVhnM+jNlFqnjIYNE+WCy6XLXf7npdPt3z0dEv0gZtdV9KydRG3CEhWFxdeknnZmTZ0Spt+0lQcfHjw81vhB7ZFdBRilDpYaWIIJAXWaRxywXST52XlcG3FomnQLEhK46eBbvZsajE2WaMxzlHrjK00KmvujhM+Z4aQqGPiQkkqtPeeISZWqw2f//j3mPuOOB7o9jthPJRwGWM0F5dbtmS2bQXNCle1dMPE1d01auqprCJXsqO6TwOkmYvG4rOlUo4xeTKGha1QeBaVlF4HpQp3QyTVzor1ORWvg9HSfFxXFmXljj/MYvM2RcRljKSg58jJ04QxkmnSVpaqQIX7AiSeQzwvDPm8teDRLqJE6HHajZx2d3LRx5QL+FWzipbJi3Xb/2ltPmYyH+7uWbYtOkdao1CVxViLNY55FlrT6CObhcZqxTTP/M6f+33uvnmHD5HnT59w6I+8+XDNWMQ8wzhivMZHIRydehlKSWDLcY70Q8/kZbyUcgkxTZnbw8D9caSuLKu2Fv/AqqHSiZRjSY0GP59wZxY/jfTdkT/8o7/Par2mcpb7Y8fN8Uj0JdVJK26HgUVVs6gbXJlNhxhZuJrr2wP7Y08I8ay9N1ryDiqjuVw0LOqKl5cLXGP45fsr7o8DH45HRh9YVE608ikUM5bGqEwuFGhKX6V2hou2Yts4hoPsKFQtz4+lZyESYcPaOXAWiyj5unnGxyy5B42jG0aubq/ZrJYo5VDacqIVRxJV7aisLd02jcqZTeNoCsbe9TMWcQbGJJwIbyzr5YK7/T2KjJ8lIyNR8Gm2wjqHa1q6cWTOiueLit/90efsjiN//x9MDAR0hqZesKwqNA6GgAOCs9yO4hGpNFgnwi2VAtM082LdglLcdgO1tVgN0Qj1KSOLUmWl8RmDUMQ1Jd8hPpDOT5qGE4/BaNnjTykxJZkYtEngvaM/RQWoUopwbmLqnPHh4TVBFREanJPXlewiWmvO8YQn+brVfwp1DDlLo2y9aBimSebzPtLWLSnDMM0slws2ywV1VTGHgI8D737xK/7uT3+Oc4anl1uUyrxXN6RHYo4QhctojKIfJPAt5iRo8K5nmINIoctWS2ptmS2lnBlHzzQF7o8DzZ3j9z57ynbhhNiTOV9w2/Uaa6XuzznTDyM+BMYSgmO1pnYVZGhNZOUUmsiT9VbkyF2PTL4Ui8pBJbJjU9Ryp7yDJ9stH3/0gt00crs/8ubmcMbALWpHjLFoMARD5wrFKYYy+kpgjYzGjFEcfCSSGeYZU352rRTX3SBNMS2kaOMcpMCHXcfdNNOYEh2nFJOfqUfFXYg8f/aCly+f8+atRxWwjHOiMkwpMMfAHGVncrlseL5p+fL2wDTOYBQpK7ZNjddWeIfjEVc5xhjpRhGYVQrq1Rql4PXb90zTRJgDv/PJE46HPf1hpFKJ2dXkENHZoU2FdoEn2y1h6NmFwJSgygnjLG3rGCbPcrGQ6RAyAj6Rvy/aioUz9LOnnwW3P/uIjzwkouuHzIhcUgw4jSw53emlTDmNL3OWpuVpJ3LSZBThabk+JDoRCkqOh8UAyt8peSitK6Dd0qP7Tbfob3t8LxYGlGK7bFnUNbP3+DlSV5pxmvDB0w093TSTUsIZg1Ji0f2f/ve/wg8++ZhF23B1u6PrB1aLJYe+E7pS0zB6z6Ktebpe84vXbwUF10+8uTmyP46AQtWy/T77TE5buHJkMtFH+pj46dfXPN0seHmx4GLZoFSWKLsyoUrlIp7DLBOOpaGpJAlqmGZCSFSVY/CiRdj3Y5mATOyHHmsNq0rGrCnL9nCYJkHJ1Q2XF1sWyxVfXe3Z9wM+CuzUGcO6qRinWRR0WvIXF86xqERmHbNIc+vSob7rZ0msLrukAJCgrgR3n4D9MNH7KM3EAotRRXrbKs3gA5Uy9JPn2WLJ5598xMXFBVN/YB72dJOXrbiR15xnT0b6CpvKsG0rni4bblIma2mYbZYNTd1y3fX0RvNiuUDgR7/pAAAgAElEQVSvLIduoBsnppTEvUnm5naH0/B0vYSc+OUvfoWfhXfQLtYYY9iuNiwWLbnasXjxEhM8X19dM9/t2VjhWtwPE9FH4iwqwdmfjNMiv19ajdOK542MA48+cgyivgS5yE9oelU0JiHlRxBWOalO5SrFs3IuGx6daw/tgKKIzKdXENs3p1gFCoxWK1aVpKI1xuC0yKdDOgFlRR/yXY7vxcKgyLy8vOTPfPEDhnHidt/h5wmnM1VT0370guMcuTvuSESu9wfWbSMdcCLLyvD+wz377ghAU1UoCrS0cTR1zXEc+enXV+yOY8kakG2krewZo6bKHKlszOT38iFKfwHG0fNm3vP2+oB1hvWi4cV2wRdPDePkqa1iVgqU5YtXL3lzLWKt1aJls2jppxmlSspVhvvjDqsM67YhpMBhGBmnmcoYKmdx1vL8Yss2LGnqmtc3B/7eL3/N3bGjrSRYJmVhDfTjzCeXa4bZ83rXCSEpiBXXGEWlBdY6+8A0lZzQuhKJrpXy4jB4pihwlxQzYwq4lHl9fUO+2NJqzdZZOh+pnCXGTDd5KiuS67/5t/+OzPJD5DjPZUyqOQ4T69pymITneArN2Xvp9jd1DTljc6bzkZkZ7T27q7fcXn0g25rFcslnn36Cs5ab2xvmEHiyXfP5p59hDPzsy6+4vtuhlWazWnD5bMlmvUahwVlefvoD9rfX/PLtW0KM/Af/xp+jO96z70e6+S2mUuz7gcpVRcsi8uIxRJZWs7JGtv9knljHS13zrp+48152AMqcDXIVMkU5RS2mU3Mgn6QMxT2pHu79GWlsnq8L9XAOnoYdIQu0tymCrNMCYbSoLPsosYbb2mKUhOwMPtL7f7rJ+fHxvVgYYkrEeaTOnqcfv2Lf/ZI+JjHwpMSTy0v84VBceoFFXeOs5fW7Kz5c37JdtKyaiu3mJcM0Qc7UVc3V7R1vdgMf7q+5PQxc38praGsEKKKLak/rhw8ow8Oi8GiJePhNPlyViSFy6EbmAkX94YtLGgu7w5GUHXVVMc0r7o+doOq04TiMHOPAqm6k56AUMUd8CFyuVjjrGCYBmxz6kUTGKM1q0cpkYR4ZpvG8NZUUbuERuDKbvy/lizgz9RkjfsKeqSxZja01JK1ZN1bcneXWlNNDpuNJpttaQz9POKWptGY/ee4nUWWuq5raOlRp/s5eNBuV0mCEsXgcRiocWyPBviNCtNp1Ax45+QX+m5hUJvuA9okLq4UO7XvG/czr4wFtpKwxSgJ/vv71V9SVZRgGci7EZ5VAW4yp2B13vNismMeBt9e33O4HrIHd21+hU0TPgbUz9DlTaUXrhDpNkt2EUXA7BfpS1B98xCpF64TS5bLg61UuO4xCt9YUordVRJ2LGlLOKykdHq54VYxY55Fx/vbCAEW+bTSLWoJ7T5btycdzBGI3J6Yg5Ywro1YJ0v1u1+T3Y2GIib4fuJoib379NU1bc7Fe4mPk7dUN76+vWS8qAWVozdPthvViiascu92Ouqr47OOPGEPgzfU1wzihjeb9vuf17ZFDNzHN87kzq7XGlIVBay212Ll2+EdrsdOW8h/39ZQy3gd+9vqW287z+csLXqyX6Awog1YHYkjMU0DVkvswDJO46UYJ6bVGs10Ki1IbTeM09/0ASMbFfdfTTzOX6yUG2B/7M/dPhEOiEVi3Dd/cixS7LS7AU98gZjlBrFYsjSEqdeZXCntRml8xS1l8smXbYl3uZk9QsHLShV+6IgQzGrKmbQTN1k0zc5Jov4tFjdZwnDoUMk2wAWolatAxRQ4+4mNgnIXWrAE7RVxWXKzXuJw57PdYY2grqfFDmKmaFpVh0za0FqahwyR5rTknXlUb2uWaxfYSgfLBm9ev6Y4dn3/6EePQgz9irKG1mrs+cT/NNLaidlZyHIzhorIMIfLN7si+D9RF2q5zZj8HbGVIJSHcKJlCnKz1UPQTWShdIZy8LTzoGbJYpM+L8vk3fqO0lUVDKxFPHQdPVqf4u8zLlSD7pjAyhcjtIMKuOUpmSP2n0USVc+btvuPws1/yw+cvWDcWgwBLa2dxzuGsoq5kKxwSNHXDkydbgbxqzZvrW+73e7pRHIbX9x1fvrul94kURAForC1hI7LA6ELWffhGHh6qR19/XFycH5fk0UTCB/mL76/vudsfeb5d8umzDX/w+Su6caIfembvUVpm3rWSWPUUZcnxOdKFkWXTUlvHPE1U2lC3lm6aRJ47BXwKbNsF67ahmyfJSywnxsWqZQrSU6i1KRF8mv0gxKJV5UArZi+S3pNFuZoDkyrIMDSVlTciP1onE9LEjZMnxija/AytlYzIKRWgnbW4ymGdY1E3DH1PrQ2LumK7FK7jMUbGksLlnMNpwyJoUJraCmXax4iKmsY56spxfzzQ+RlVWdatpTaWSTdAZuk0Gx1JJvPeB1GJWsOAgnFgGWZubz5A2JLDzOV2xeXFmj2Bd297UIrDOHM/ebbLBSEbgq5YLi1LB/3xWKAvmqSikJ6Am1ES2beqJobCl9AanyUfc0plwpDLxWyk6XvyS0gzUHYN2sqZdU68fqxzKjLq04hUobg6jOfdQ20NF8tKktN14qJ13A+eKRamRJJex7+IXIl/4Ye1jt/78Y/4M1/8kO44cHt3zW6+Y5wlfmvTNGAtGY01lnEcuN3dc3m5YbFc0vWjSJODSJi7YeLLDzvudh2UHYFCHHPGPOwOHt6q05/Vt0qG05/Py8K3GknffnxSHE6j55v5nptDz4uLFU82LfO85cPdjpAirnIYZQghUTuHVgafPYexZ1UvSJHi3qOgzzRNZVFIEE03jayamupY6lly8UbAfT/warNgP0wybYlya8pJGonBR6YQCaVE0KVjHVO5qzhDZTRj0HSTJxfZbUiZ2khTVCEjyBCkxLl0grBv2xprDMcho6xhud3yq/dXPFu3YksOksodraOfIyrBWhtqY/BJkr/XlWGl4XoQknMYR3LwVK7idvToKbJqWuqmIka5mLRSkCKuNOTmkFDO4i4vyXhCGHiyXrEwmbWDX1xd8bMvv2IYey5rR200Tmms0hyGmVevPuHVs0smH7h9/5punNlNnjEEGqtZOM1u9IUPCbt+AgVVpYsMWnwTcQ4FEa8k/0JrjBZDW84PgFelOFO6UobgQen/b47CqYdhtWLbONatAyVaiGEW2nhtDe+PI2MozuIshqzvcny3/cW/oKNyEiirc2aeeparRYF6Sq0aQuTnX3+DUmIyyjkzTCP9IL9ijCWuXe58X1/vubo7Ms+B4AMhBmKMuLL11Y/6CiALwMMi8BAs8u1fPHxd/tL5uXI8SiBCMU2BP/zFW277mVcvnvDJiycsGodVmUWJkQPYLBraqiL4xP1woBsGoScVGXMIUaYZKUDKzFNg3w2s6kqmA8awrBwGxewDN93AcZaE78MwMU6BjMSiiyNSlUVB01a2mKLE5Tn7gCLzartg01bniPWYRMy0chUxiGgmI0zK/SwA1WHoGP1IyInJS55myEIyOol0lJEdW0zyb+Uk2Q5OG26OA7MPtFYWp5SlKZ2Ap8+e8eLpc+p2yfriCZfPXxZzkjqDUkzphawbRwwBYzTPn10wDp34CIaORfbYGHA58OnFGmcEtZ+sEerT7Hn5ZEvlLH1/IOZA3ba0dcWyaVjXtYiI5sgpAkCs3YlpjkSfWBiNU+rcIzh9X7r0Hk6LwkmglLJ4LUI8BROLxkY9ug+VNURMW8iifgpovu9n3u8GjlPgMAXuh5naaJ60Unqr03n63TYM348dg9GaSmn+5BdfcRhLqrOSnYS2jp9/9Q3r1YLPP/8h0zTy5PISpRR3t/ds1ksq69AKpnnm3f2RL9/cnhcLXaR+ypScgPww0314w9SDsIQHldq5cDg9/o0396HcyDzQQx8Wj3e3R652PW1b8dmzDb/3wx8wDR3/8Os3rNsWZwz9ODKPkXnMNJeGrVuQeYg7u1wv+MnX3zCFSOtEP0HKPFsv2SyXTPPEs2XDfTdDUtwdJ1preLZo6KZALN9WU4lacPSRaRZEmTESYzaHeC4d5j6hjWLTVqyqSrbFhUB1fexxRvFq0aIV3E0zMQV+/MWPOQ5HPvQHPv/8X+H55QtiiLRVy/X1B8ah4/bQ4UNg0Ta01jDEyK9v7kHBcfIsnOUXdwe+2ffUpWn2ZdktLZd3ArydEmPfs2oqVqsV+37gybKm0XDVjZjK8NHFmssYmW9vsM+e0C4bvvrpPySmzK4fIEU2tWFdWVbLlinJCHWzVUxZMe1umVCsnGHx5Cld35EimDSSUmQKQu9eudJfEcGtiMrKnbkxmo9WzbfwayHIIueLtVt4DSISQyEGQl12cGVkqZTsJJwWJqU2sqimwnHs5nCOAnh/kNF7PxWRWll8TlCYf5mBM//cjhgTH+53nPrnsw/0o+i7d4eBfpz4d/+1H/PkYs3+KDLSYRy5645gNCke6Yae+27g3d1RRpHGYKyAWVISLgL5UZHweHeAOl/XGfWt1ZrHC8Tp0T+y+n67NXl+nCVuve8nvnx/zxQiv/fJU5btgpwybe0k6TgeMVpjsVKrl4ahtZBTwaCVfIM5ShLVwgewhpcXG5yC7r47y6ZDTOwnL/F1RjFNnt7nB7xclhMl6kwK6UySbisxFw1zxBYrcVPSm1StiCmyH2cOk6cpaPtKa4buiA+B7BW1qVAZbm6u+ebNr1FJPosoYfGSyYgjDr64XmFbVziryHNmN8+sreVJ5bgaPX0WmnQfArVr+OKHP6StHN+8e0c3Cv/RtTUOS+4OKCU6kvtjz+Vux/3xyLuhYxgCxyJxXreVyKpjQhuLcYbkDC5F6pzZDQPZOVbrNSFIKeZj4Elt2TjN1QC3kyeFSFtbrJPz1iSFMqI1cFkRgSHE0jNQ5BCJkp4jQUfOoK3CDzLK1OWGksu5mtUjwVMWGTtZygmVRYV62rnK6Sa9nrGUi6kMPSqjWdbf7VL/XiwMKQuZJqVIW1X4EHl9dc/opQv84smGfdfz869es16JVHV3ODCHwM3uHo2Mye72PYfDcN5mSl2nSFFeOycjW2lOuwV1pug81iqc+26PtwjqN/77G8dpzvzQSZaZUwZIMI2e11d7Utb82198wtXtPbf7I1rBoqm4OypUkrFlZR0hBqwx9OMsBGHnWNeOqxL4cgmM08y2bclaksFTSiyaijmG0nDKxLnQfaYZHxI6y4mbVD53xJ0WOMuycQyzgGu6cZadUy2ZmDEINTlnoUeZLLCVGBNTNizbBc42xKHnT96/4/XVDTl7LpYLmnbBYrFApYQlk5XmYtnyct2CguAD+3Fkl8S1OJaQmLUzXM+euRMJeo7iZ3lyecG7Dx9Y1BVT8Hz08ef8e1/8Dn/rr/9VUobXN3vux5m3r9+yH0UcR4aLRS3p6XWLci0peazKLJuGiydb4jgzHAYW7RLlHFZXkIV5cT1MIkmvLa+WDdva0YfI8WSmMrpwSOXCdRlsGVkKGVp8IALj0SKd1jCnfA7ATTmfhJLnUXHOmTnKSXTiPoZYsrDyo2DcsstEyb/vS2mSKCnbfxqbj0Zr2sZxHAMfP9vyA7PFWTiOge1KsgXu7o/c3u0Z5zWfvHyGD5HWWSiM/9v9wPubo/j1T9KzlMBoTFH65XwK+XjcW6A8fvz7b7yR6ts7gsfTi4fyofzhNJd+9OTTBz1Pnl+/v+GLF2s+enbJsnG8v9mz73oWtWMIM7pkV6oiZ92sl2yaiqaElTqjGWYY58AUA3d9z/P1mmVTE6OnqQx+ENdON8xygplyR0myCJ75ACmDLYnaKdNP4q849KJPaGrHXS9uzVVbARQFpXyPT53YplfrDevVmsNux/3ulnHoqI1iigpX1Ty7vEAbx7HryVNPVhnnLJWzKA3oCd2N6KLrCCkRkdHodcnqzCkR0sTXb97x8fOtuC21ZvYjH25vebJp0FWLSpntYmY/zsxTgAROGRYLi0ERk8LWLa6qabPoQKrFkh/+4HPev35LfxhZrdbouqY/7LEpsK0Vc6ikUVm4B222rELEjl4Uo2V7n0l4n5hSCbgto98QMyQEm2+1NIOLSvacNZIeVI+nXevphpOzlBi2fPEUcUj5f6c81QwMPp5HojllopIS8rsc34uFIWb46Zsd+26ii5kffXTBq2eX9KM0zo79gNKZyolxZX/oiCmxXbT048j7XceX7+5EEFRqM6V0mRRwbjSeOvGnhiI8zJNPV/PjBUIe/maZoM5Qz289M8OjPPOHRsW3FgopLf7el+/5gx++5Pc/+4gYE69vbtkuF3ShxxBIRHRWaK15+XTLh7sV81Ds3zmybit678UHEYRP8HS9pBsHMTiVC0twYZasc4lL1zTalmAbgbxZox/gpFnublW5AHLZwlalGeYqy4XW7AYRYI0p0zYW7ydiXmGqGls1PLkA645F5anpuiM+eoxt0LYijz3KKGnchYIwO302WcQ/uzGwrkWVemJd1s7QNK7oT6S0mUPmF1+/5fW7d3z88Rfc7u5wxjHHjNKW55sF7+9uGEKgQqGVZbvZyHg0Z7I2KOf42z/9GWkc8cPEYbpB1w2oRO0M24slOcqEbCh8hFbLIl0bjckQeKAtRTJdDOXOjuD5gxCytZZksZhOYBcpLax+1EN4rGk4nZrq1MOQ70Odzyt19sCgClYupnNZIqewYgx/CpmP4xx4e3MEFH/0qw989WHPq4slH1+KoKdyjutRcGxypzA4a7ne93x5dc/V3ZHDvieVO701QoM2Jb7s1Lk+Bc08nkbIf0+H9BoeH497DQ/PL8979AGeehUPf+dbXQnOTyRzfxj4O798y+hnPn+y5EefvOBu1+OCZZwHco54ldhUC4ZhYrtc0mXFvu9wVrOta94fB/kZteb2cGTRNBhjmfwgAbXWYJSo49DQx4izMveO0wMLcl1XhBhxiBhKG02qDJUzjDEVoZM0CF0x+7hSotWVJWtFjoFh7Dns9vhxwlpDQvNkc4EPkfv9jtoqcvAsFxtGMnfFI6JzISpXjiZmbCXlzHU/sxs9WSuCF6/Fy6eX/OjzH1BXNSHGMtlI3A4Dy+B4mqAP8GK7ZdvP+Gy4XK242t+jYmLyko0RYuZi09Ld7gm+5/5uRyQTMug5o3UpubTi8nLDxgXe33fcz4HkS9R8ZTHAFFMB+Yo+5GSimkIqpYPsiJ0VbNsQxWIdfDrnSW4bRzbihoxe8jLOTfIyNzzd/YXNos6b0xPk9bEeJ3NiQMhrOKP/dE4lZIt/Iglp+t7zx/sb/v7P37BZNfzo02es2oZnF+tzkMqfvL7m529viSmRQhQcXBEuWSs/1rfGkUXLcBpNqt/YCYDUc7/5/n1L6KQQ5RrlefqhL3F+3nmToM5bwcejaAWkkDgcR/72z97wD9qKP/jhc378xVO+eX9FPzbs+p7ed3TDOz6+eMqyqqi2hqauuD3sGWPkxWrJ/TCy6yPjNNN7z7qp+Oxiw/v7A3GOVJXYtVP5WUNOdN4LdAZVMigFcmqc4fmypnWGr2PkqhtRSrDkzmh0VmycZYhRwK9kdMo01vLV+yt+94sVn378il989TU//erXDGHm2WrJi83qjK2zxrHebLF1zWVOjH3H/aFjtVjyfLNg8AEfPN4HunHiej/w9qYv72HE2BqlK7rBk2Km1mIvNyhMhmns+OjlE/7g9/5V6j/+Yw6HgZQj/y93b/JqW9rneX2ebnW7Pc1tonvfiLfJTN8iqyo1oUQngiNroDNnhYhQkxIUHCj+BY4cOBEKHCgIhaCggpRYhYmmWIVWkZVZmZFvF+29ce/pd7u6p3PwrL3P3ueciDcCqiDSFcQ5+6x+7bue3/Nrvr/vtxCCSZVzsfJkQrBZXrJZXpIBLgRsBLSm7h3PZ3NePn+JRNI2NaIsWQXHX/6J5NPXl6zbhOy8bXsQgtMyRw9dpLetHUSC4FmRhIiUlDTOs+0t7SBNr2IivCm0SuI9RC42DW3v0TKR/gbAiTj09dzzSEohULmAIPZaqDHuIOyHFbV4//6RWva/y/K9MAxwH1MJBN572rqh7bokQuICf+2n7+IjXK+2XC9rXl2tsJ0FMbhwMjExJ6NwP2cfYhGk3FnOY6MQh5r58f2IJz/vqhS7fMWRu8fxH/HwEO6NhGAAHUXBtu740y+uce+fMSqS4E7vHJsmkccstw3dwEw8HxWcTMa8uVkQZcA6nxp0YkyDQ4BSitPRiL7vaa1n01qQAmUkUqfZo5SKrEwz3HaIPUe5oco09UCPXqjUracH6jUfEwlI6xzZAIx6s9piB9LdLz7/lNfacLtcJUoxpVjWLeOyGkBpLeM80m+XbLcN0zzjvMh5Pj9Da8nd4pZMmxTzB8d0nFNmGXVr92rgn726QEfH82kFSpHnBeMyZ71d82axZvHZF0il+fLyEt92KB+wIfDJ9RIBtM4xNoaXk4pRnpFlmhgiLQKpM4rM89nbSxrr+dEH7/HinedYH7i9veP1qiZIOKty1l3i4DBKsmgthZY0vcW5kP73ITE6kXQldsJBZa4oVNgTvyqV1K8u6xbrA6VRzDKDkJKNc0l93cfkRQzhhpZikL0LRxNOGAzSIW5BkDyHSPJGvsvyPTEM97F/JGL7nq5L9FUxBLbrmj/65Wu0gN6nJF7fO4JL/IliHzbI/bkO3ftdlWKnJH2IRd+nAo5m9aMh/nh56FkM54ziock5TiDtLz1cKxLBw7bu+PMvr/k3/6WPuLpe0HU9222fEoFtjzEK5x1Nb1FSk2mTPg8GKDc6UY+FwLbrmI8qfKb58nqZZhgtCYgUz4ZItlOo1op3jOau6ZLeZoRmyGbnWiXZQOcGtzZRpTe9Y91ZSqMRQtD0nrPC4PHUTZte/FzSOzDVhJPTMxaLOzZNj1YCZS0X6y1KGiazOc/OTpiHFR9vFeu25W61SdULM2FSFbyYpR6AdWPZtj23qy2jTFFVFT5GRkVJ1rfYGFhvtzS952azYZplzLIs9Q1sWqJIaMJCCJRNuavZ6QStNW2ATdPTeti2LW+urhIEP8+QSlF3W5qmwftILyBIyUmZEZBct4HioFEthEgu01+1dTQufZ/j3DDOFI1MAjB6CG97H9h0lkwKToosVTtCZO2TgXZdQsEmYRu5rzrs1ayEuMcoiN1EePD+PXjnv+3yPTEMDGXCIUegNdWoRAiBc56u77m4uMWYhMMP3hFc6oNPaEi9j7dTzTd9C1LIfX7hKOE4fEsPXfwnP31DcPaoBLQ3Dkerjn4/3B+S9a+bni9vt7x7MmF2s+D1tafMC57N5hiTYsnVpiEQeTaf8cmbi5QnECK1PHtH7RwyCoosqWJnRg+uJHTRE10gREmnPRtrMVLwOy/mXG0aLtZNiqlVTt05Op/Us9L5Ev39D85mrJo6EdqqBOsOPhARjLSkMkVCpVrLpnecPXtO0zXUXcN0XDIqMjIC783H6Dwn5jnlZMLYB0p1xZVLnIu2tUSlmE0Fp6OcuvO0NtD3jk3T0TQdVVXhvKMsMnxfMDEZdetRQpELhQPqEIfqTjLkY6N5Ueb0IbBqLaK2RNFjAC0UwfukI+odX11dJ+6KsuDV7S2ltXvA2DxTFFmJyUom5NSbVerWjVBkgonRqR/EB04Lgw8JsRhjorQPJDamOIgkl0YxMZpJZtBaEgYAWrCJLEYNehPAIDIEQkIi6boXv1UD5iQJ7g7Q6wEstctnfNvle2EYHg49YzR6gHz2fU/fdcMX4HE2EEOAGFAmwxgziJ0MAz+y/7xrktoP4Ae4c7Gb6RHHUzvDzH+YeUwnOBrgB7t/bZ14l2mIxysPtqUTBR/5+PUdSp3zl378PpHA7abBecu27aiyjKrIyLMEdZ2v19xuUqLRh4DzHici2gistUgEJ9OKbtAfyFxP0ImMJYTItve0tqW4XNK5wLrt0YI0s1UFuU+NN23bE4hUVcFPnk/o2vTS37aexbbjdtNS9y7xXhhNaTTLpsPFhuvrN2y61OyVIxMvxnoDUpCPJHmR43TOJn/GJ7f/hE2b2K9sCKybBhs856OKWWVYtYnLs8w0Wia0ZiDtJ7VJCWeSEnrdWQopKbQghHs3fKQVLkZWzvPeu+9w/uIZby8vEb3FRkdhMn54MubtpmHTdXx58ZaqKOhipJSJRcZ5TxQGVVZU5Zi4bmidZ5wrcinIo2SSGWLnkKLnxdDgJITABk/nA3dtx13fIwOUUlFpnSpMRLa9Y9VZehfIs0TTFmJiHXM+YoSkUklaoB/Yw6RMIcPOIxbDZEFMre3Bx8eD7Dcs3wvDAPe12sNBJEhQUymSvqW3buhQ1CiTo7XZlyHv8wipD+AoufhgIB6RY4h7UMkB3c6D5X5YP/IixL0ReeR1HNzAYSghHhghhn+328WWP1zXnM9G/O4P3uU91/HzL98wG48pMk3b99R9Qy8Up5MZWmquV2sam0hIjRQ0nUUSaboEPz6fz2g7y2a7JprI1jlWnUvY/hipt31qjhJJtWndWM7mY8ZakclIMa+QwdN3PX/4i1c8H2dMy4yRkqjC0HWWu7ZDSsmkgk0fqPKcUSWwdUMbLY11tNazaix//V/5q/z+7/42f+fv/l/8v3/2MS9O37BZr3hzt+I0TzDxtYaF80TXcP7sJWfFmPmZSByZRnO3usFogZA5ylTc3d1xu675YD7G+cjFuqbeNkTrkoCQSNoQN70lFoZ/4cMPmYxmtF2P8pIcGKmI9y1fDboOL0YlZ0UOApoYycZTirbGNg2lkszGBSdnJ+gs4/aNpOtaeh+obeCm7blapVbzED3nVZHEb0QKL5yPnFQZIUQ2vYcQEUMlY9H1tF0iLpYSVs6hVaoySZ3au0eDylZhdGqQ8kn6b9XtINLsuR92fBrxuzkM3x/DgGBAIA7L8FlrzWg0Yr3eoDKFNokkdif7dhgm7EFGu59PJBqfvPDjX4+2x28wDo8SmYd4hqNjDjAxFkQAACAASURBVG3FgXEaHP5EkAK364afv13xo+cTPnr3Ga+uloiYkoHCJWNWGHAm4RC8S4zQSgrqPnE4Jp7IpD0wrgqWm82A8hQUShN16uoLnR9IR5PL2QdH7xwxBnoh2GIZSai0ZGw0l5ueu23PaZExLnNmVc5X65aLVcOi7ilMKiuOyjHLtqWQkszk5FkOQvInv/6Cs/mc5WrL9c0NyjYIwp6sdKelYAei1CgUZVkgSSVLHyIyQPSWTEpMCLi2R8QkTTfPc56VBUvrBkl4gR56pXOlmWU5Jniurt+wWtecFDm5SZ2rd12PloLzapQUtSO01uIj9K7H254y0+RZTiDdC/WakRJkmeGrVc2b5ZbOO7xPzMzXMT2LEfegJq1A+AQsQwx5HRfuEaYhKYF7Fwfl9kQem9iaIo4dF4fYt+8/K3NynfQqd1Txuzrcd1W6hu+TYTgIxneDKA613CwzjMcjEMf5Ajl0MiZHI53gMM/yyCT8BnfqOKH4YGA/XX54NPwfRhSPopGHG3eJyHhvgpzzXNyt6Z3lZ+/Oie6C2ndEpRlIhmnqpKnpg0cLyTTT9CHV4Hfl07a3CRxWRoqiYLnd0lo/gJhUoqEL0A+zagxJZalukhyejREnPK1WNHJ46WJyZxMFRcKMLJsOGQVG58yqkkoGNnVLaz2VTrL3ZZFT+8Dl1YL/+Q/+Ib2LnIwqzsYVlYaPL2+RMvUbaCETTkRCX2/pW8VkVJErRfSWQkjWdU1NR9f29G1HqTMaazHKESTMxiVlVrDaNtyuE7xbxlQKf3V1C1IwMYZigJNf1S2LxvJslJObxEgefUAMimPzyqDLjOl0zqgasd3WXL69IOtajBSsbeB609BaS2EkoyxLVPJKMMo0KsJnq4Z+kCKUsG+FjuyQiykpmWcaJQTr3uLD0IZP8mwrk8R1Y0yKYcElXkklBaMBVdkMTW8CMQja/gWFRD9aDkouO0rOfBBnORzuu69V3B/Ebg/B18f9u+XQBzja9YmkZHxoKOAbE5MPr/PknsMGcbgipgFqe8/dquVTs+GdkxmfvL4iL6HIDE3dEWzibJQIXAQbEhmpEUkhymSSGAexl+AxRcGkKvExJkk7l8IyqSXtABQSMcGmCy2xQxNOrhVdHwjqnpXIqGQYPl9sGZVZQisOlGqCgHIdyiZF6DxPna9136SEm/Ms1z3T8YQXkzlaBAIWJWSi75cDBbuN+EASm42CGDxa5xiVURjBYrNh1VsuN9s0SQRBVRZMZolKrwuemdZMyhIpkvJX8ImvYbXtKUvNqKrwzvFquWHde0IQ3LYdtXdkUvKszFj3ji5EToscUxScPHuGNHmapEJy1zebLau2Rwg4LTOMEnukpBCCQioKKaiUpPOJgzHlwtL3u9OQyLUkG4BTdhCnaQaCWYRIeROjWIQEefc2DpBywcpaQAxCuOnd38k+ftf8AnwLPgYhxAdCiP9dCPFnQog/FUL8B8P6UyHE/yaE+OXw+2RYL4QQ/4UQ4ldCiD8WQvyL3+pO0kh+9BCCAy9hN4CH//c1Ww68iB2Q6euSgQdhh+A+OXjf9P7Nbte+uvGN1YqDRznc9dDrePzw9+vTFIK1notFzcnpGafzGURFJgtCHxgbw8hojFZUVQEDaxMMDEGkaoLSKomatC1RwKhMWhYuJHe084klWqoUmgG0vafvEyzb9wHhBYrUKJRnGpRk61PIUmWKZ+OS0hi2veNm3dD0nkIKJpnhdDThZDJnOhozKQveOZszLQtmZU5ZFHQe7mpPJhV179j2NtXeJQQB589f8OH77zLOFKvtGhsDWWHIjMIowaJtuWsaVqHHKcHpyQmz0RTXeq5vV3Rd0trIs9Rp2vSW1iYcwvnzZ3glqXu3x4FIMbRAB8m2d2xCQJnEiiSFRsbIcrlkW7cEKZm/85IWycY6xmXGuDCpgWlIAtoQWXWWrfVMMsPYpERjZhJD9qw0vJyUzPIswaRJBjnI5L1VRjHNNbNMM8n0oGQucG7XYxET/2iMqaXeeqxN8od+4M3YAZ6+y/Jt4FAO+I9ijD8D/mXgbwkhfgb8J8DfjzH+FPj7w98A/wbw0+H/vwn8l9/2ZnYz/1NZAXFoHA7/O8wxHCYXv+b/46s9Mbj3dd8HFQwehCY7mNk3Ps3uqANLNhg3cXT5XVHxgW0Mkb53vF11vP/ynMmkYjyZMq0qXIgJaCMlWZbYnFJINeA4fOJznIwT49Gyableb2mdS0QxWTZcIuwNl4/phbYDMUv0qQKkpYAQkqaDTnyZxmjOpxVCwNm44IPzCeejnFluUCZjdHLKWCti19J1PZkqOJ+d8Jd++mOezWZkcvBmkJTlGCElrU107I13uKEEV45GTE9OODs9Q6vUFh5CJFeaTEo0YqAti6zahrvVBonCRElwgbbtOBmVVCYJF/XOY2Pq8KzmU7wyRJ94LSORSmmmWcaoyGhtYFLknI9zdDVmcnLKarXi8uKCxXLF5fUNtfOQ54xHObMi3Z8kEakUWqEHrEIbIloLTsqMXEqUSJocAONMc1pllDqFCYHEn9ET8YNHYJQkyvTihGHQC0HSW1UKIwZsBPe4HWDfH/TPPPkYY3wDvBk+r4UQHwPvAf8W8K8Nu/3XwB8A//Gw/r+JKePxD4QQcyHEO8N5vnbZDfLv9ATifrAeJlgODcCeZDPex1m7y+zARnHv0u9W3k/zx3cThxzIAzdgKDUcOxHxYPNBmPOko7EPhg6eZ9jXR/7p5zeczyp+9v4zYt/Sjkv+7Ms3SK0oC0PbJ46/WZnz4emIzlqKTCMlbPuOzjpWfUrQbW2PQFAZw3uzOXf1dkhYpRlIS8Gzqkjy9FKwbDpiDGihyJUmuEQUMi0zeu/Z2sDEGEZK0hBpe8cmCu4WLVU1xtuOum3JQqDIJnz26i15UaCVwjlHVeb4GLhZaco8ZyIlbfDctQ2lyfnsq7d89N47lOMp485ys1jSKEU+mqK6wGkZsNHRxsjvvPcBdzd3RGd5fjZienJGiILF7S1lrpCZ5mQ6xrmOUZnxp7/8gj//7IK6TXmBd0/HBB2IJiKi5VmVJy4Jrfmrv/VbrJd3XN/esdrWg55Hzps/+qdkWUZRTVmtVrTeYR1oDV4mzgURE0Ap5pBZWHeOXEnmo4xpaXARQu95Pi55Pq9oreftasuzwZsxpIoRpAYp68LADKWAmAR8ZJIIcCRylkRKmzo7UzPdP8ccgxDiQ+D3gH8IvDgY7G+BF8Pn94AvDw57Naz7ZsPwreL1x8m9++N3g+neuKTIIGXoIyTCkQeJw4eApN2GR97/0XKEYDgOF+4THU8v8b7CcfTMgyXYnfko5REiy7rj85stPzqvyE2NJ5IpsM4nxWspkqbnEGP64Oh8YN31tL3bhzW769e9RYmGaVHSOUs/0OgZkZJlo0wlmveBYLWxPbJLfAhVrslM0rgMIXVHyhgIQOsj9m6FyjLKYo7Shtwk+Haz2VKUBd4Jgg9oAvV2DUpxPp9hraPMEx/HSdvy0w/f588/eYXzng9fviRTAhkDnQ0I59FaczY7ocextT3GZGwGkaLJuKQalaAMJ9OS69WKxbZBSoMQjqu7FV9crFk3iRBoPi4YjQqM8Iwzg+0d3dAWHaLDbxacG8+m0txtPFpnPH/xPr/+4hPabc1m25FnGS/ffYeLN5fkOiRtSu8RpMRiGwJiYHBaOksXAq3zCClZd5ZJZti0lkmW8WJUcVHXGHlPr9f6xOsoFAN5jN+jHkWWDFDw6fxyeC/lwCX5z43BSQgxBv574D+MMa4ezMpRCPGdriyE+JukUIOsGH2b/X/THkeDPh78lHLnwj8x3I8igl1lQzw5vvfm4GGpUhzsKe5P//iW9yMznW8HrT4MdR7eYkz7Wet4e7dJ5cDpGIRgO/A5aq2YliVFliUjKNJM74Kj94Fta/f5mX0FJ0a2fZcEfIuMXBc455NyVIQgBNvGQhTkWrFp7b6kuG5t4niQCVXYS0kQCpB4Ieh6x8tx6sqcFAVCCDZ1g7M9PkUlOAH5qCCTknXdMJqf8OL0hFE1oq5r5q3jx++9x+evL4kxcrNc8OJkwvnpnCA1zbbGxUBVjRiPS5z3WOuIQtA4z/W2oVityMuKd85OKWKkXqwYiBO5XnbcDarRVZExqnI2XcfzWYFQiug8Te/Y2iS+c3f5hpWW3NYtJssYj+ZMxjMKnbHqLVVV8PLZGZPJhO16w7jQlEXG+voGYmKxtl3AxKHVXcB2EIMx+l6ro7GeMAqIIaxpgqW2HhcCfUwViHGm8SKFeyImzsggIhqBGAwJAoyRQ1gZB53zb798K8MghDAko/Dfxhj/h2H1xS5EEEK8A1wO618DHxwc/v6w7miJMf5t4G8DjGfnMXEnxD168f7iD+5ld/zj8+23H1Ybkk0QB+vjnjrr/vkenz3G+7/FoZE4OJc4OuZwn4ObHFYcGpDjezzc9cATEdwnOSNEH+k6y6ubNVV2wnxcsqo7xlXJ6aQi14reeZrODmSsFq0EbZ9q6lqmF9KGpG1gBo2JVdNgnUtkMEaTmUTO0vlAMWAjuj7pMswKw6ZLnYJC9OluB3KQ08k4EZoSmJaGZ6OCmxhRgzHprEXGQD4a471jPC6ZzKbc3a5YrWs2mzXvPj+jKDL63lHkiqbueH5ywrvPz3l7dc0vvnhDZjTPz8+Znszp46BVkeXoEMgywYvzc8TtDX0IfPL2LWezE6ZFwXq5YpznTKuKT15d8Op6jZSS80nF+axCiciibhi/f85iucL2iZg2vVuJa3LrIzIveOf5M5z13N1cYdueXGecnp0xOzmlaxuC98xnJ5gso769Q8uIVZFYJ+Tm+UiwaC0+JjauEJMSmAiCaanpuh4loI2BQkqMSR2YrU86IkpI+hjwIqJFIrbZDGruhGQ8jJZUmcYO0nTxn7VEnUjT7H8FfBxj/M8PNv1PwL8D/GfD7//xYP2/L4T4O8BfA5a/Kb+Q7vzwol+/fT9eD1zyh7vdj/OD1ueHRcPdSI0P1j916bgfn6mkt7v+YV5CiG88y+5YxNftG4/22RmFYfe0R4Cms1ysGn72o/f4/M0NVVEkeTtnabsO0XdUw7ma3uGcJ1eKIlMoqZOCtYBxrsmU4tOrJZuup3UWozRGKcZltldRMkYnsV0pmFcZnW2JETatRalEYe5cKk121jIyig/nE6al5tVNS6MSpdl62zIqNM47TJ4zPz1lPBmTmRxtDE3fgrOsl7donSOEYrneJnc8Rsos49YtWTQNNkR+/IMfcDI/SVDwCEoqsixnOp3QNhuElKii5Gw6JTpLtI5MCYpMUg00+fNJyXSU0/Ud1jnm0wmj0TmfvrqhJHA2KSi0ou16OpfCgFFeMD055/b2lm5xjfOekcmpN1tuTUZZFIymU8qqZHm7wNokDNMSKZSiGAhwFq1NfBRDYtD7yPNxhlYR62OqroXUG5krQUQk9unB45IhEcJEQApFIVNOQxEIKiJVEra1LkL459Mr8a8CfwP4EyHEHw3r/lOSQfjvhBD/HvA58G8P2/4X4K8DvwJq4N/9Tnf0cIn3g1rcrwC+ZjgfDfinNosHm4+9gm848+O1xxN8WhW/3bmePvtQXkLct4KLY+Sad4Gr5Zbf+slzrPVs6n7olQgE65hpTa4F0xjZWEsuBY0LPJ9UlHk2yK07Rrnig/mIm3XDzabFRoF1KTFpg6fShmmeI5ViOipY1rBxnrxQiD6VNGUQKASVkPjeps5Nqen6wHW7Zbmusa5nXBbMpyOejUu6ukYVeRJrmU74K7/9Q3rr+fmnX3Jzs6BtOsYTQ4iw3LaIEFne3uKCZz6uklHWhtu7O/KiQA38mH1vE1mu7Wn7RIQ7G2nm4wrahkxJbust1vY8m1Z0L0/3EnnOB374zkt+56MP+Pnnr9huOz784DmzcU7se5CeO2fR2pCNJoQAd5uaKBXzKkchqNcbNtuafDwaOk8Vtk2MYts+lYRfTsuBwyOJz2qR2LImJsnWl4Vi4xzdIMizU0BxMaKFJJeJYLaXSdOj9556h4CM6d0xSibhGpHK0UEwkMR+t+XbVCX+8Bve7n/9if0j8Le+4308deHHFYHD5TfkHMSQyLv3FA7ameLw+dB4DAQsab+4f+L7gf4g8fng8kdJw0MnZAiP9vcS78uVu1DkMCy57/xMPAtCsGei2ocUjeUffXbND09KZuMkV9a7gIwJPy+BSkYqKTnNDTWBLgROMsnz04qmd1xuWj67WTHNKzbbxB+JAiEFnXV0Qyejj5HSaKrM0DhBVZT86N0Jd6stm6bDucC0yFn0SZMiy+C6rvGdI3iHUQlAhc4ZnZwSjGE0mzKfzqjKgtamBN8Xb265Xa3pnee2bpFKY63j5dlztDH8/s8+4mRa8PrtNcv1lo9//Tl3d9f4mJqjlISrtx2buiaLUAKr5YJFVyNcxyTPmRUFq6Zh2VsmVcINTKqM+XjEfDpjs1jx5u0buhC42GwwVYEpxvggOc1zstMXjE+eEQJ8+OFHtNuaT3/+c15fr+hdQGvFzDpEmVP85CM+mJ9Rr5Ys3rwm1NtB0QtsFExyQ2EkGyS5VNg2oTjPCoPPDF+uGkqRCGNDADfI7O0q230IbAcDkklJIVLTYec9PUOFScikiCUT1+R3Wb43yMc9QSncu9vxaCtHwfsDIoXDQ2FH0fbQtMRDh+PRtvs5G4443g5jiCPj8BCFyYNjho9H/d1DNuFBBDNEIxydMQ7PF2K6nV0IE2HbOa4bzw9Pxijd03YLAinmFwcnlEISfMp+b7ueLtcYCfNcc123RKkZVzm+TirO94+WujZDiPTSo1yCSvfWkZmM3GSUWaJ9f15lvK17JIFxbth2LdYIDIYiy+m856vbG6YaXp6dcHZ6wsnJjJP5jBjgT3/5Ob2zSTw3z/i9v/QTptMxf/B//xFNW1Pkcz794g2XpWHbtCzXG0TwFAps3yFd4gJddG0iSdGpDb9VkUWz4SwzGK2JRDZdx7ZtATipJsxHI5QQXF9d47uO0iiW654vb1d4pahMziTL0VWF1DleJAJa2/fc3d7tWZm2bZ/0NQtD4x1vbi+ZjWZIbfAoWp/ChsamGV4rDUrz7OwZIkK7XtCv1wQf2HSOzgbmpaYJHiFAxgT4igK2u4qM1oOQbtq26S0xgJEysT8NaFap5Dc0CD69fH8MQ9jN0vcG4dAcHA2YPRDhwKvYGYgB7HLMBr0/cv/33gAcLYJ7v2G/4/098sAu/MaHepDZ2M36OyO0S1aI3aWO73fnqezCi8OwyrnAoracjAtOy5wQ0kxrVEap5MD5CFvrWTuHjYGldchtm5SZoqCxqbX3xcmYED3LrjsK28JQ6nU+sA02kZp6j1IdkyKnKnJGKkPqjNORYtl2dAgcgp5AUY6IMdL3PSpGvLXkeY4LgtvlGh8ii+WW2+WGTGvM2NB0lrbzTKPkB+++5BeffklZFNRNjdGJ67PrHavNBh89Wsskx2cFjXP4QVy2KgtOz085846qa3Hec7nd0vvE+tV0FiVr8jwjk4rlpkaGlP1HK5ySfHW34jSvyM5KblpPtLd8NJojTcb2bsHibkGMkWmV70WGl03L6fmMX118gekNZ8UIt9kkJOKgIzkuDJJIUIbZZIpSgiVJCvBmsaRuHVOlaF3ihyy0TACn4d9EKMXz6ZjoPHXXJ+i5UdQ+9XcEUn4oDvRNkUhn3W96W4+W74VhSHXaHbac/av5MEW3NxTxMEDYTY7yaM8jb+LJZN/j2sC9ITrwDPY5hCfShfF+EH0tvmI/sLm3LPt85UNTM3gTcFSePTZsByFF73izaMhPS0alocxT92k3vKQTJelDpI+pXLXpExW7GbQJ7pqe0sP5uORkXFI7Rx/8/lvZVWakTLmEnSZHaTSTQhPx3G1r5oUmeMikoreeIBSt6xjlKiUHneOHJxNens5RSiUvpOt5tbni6naB1pKP3nvBeFzwyZcX3Nytub7bEETAe8d6s8YFwagsKPOM3Cj6KGhtRMeQBH6JqZeg0KkDsiopqzEjrRFNw2q1QLBllBm81jiXjivqhkIZVpsWLeGm7vFaIoJPgj29Y3V7w3g+x8XA8vaKGDyXFxe0bUvTp7bo+bhk3fc4GSjHBW+uv4I1LPMllVYYoYbuSIGPBjO0TK9XK8zIEFXk/MUzTFlyd3mFcZaLNnV7IkiYinjP3NQPDF5KSJROL6DRkj5I4iAsJElEyjb6r825fd3yvTAMsGO7lSi1j9SPBuo+1BCHw/lwnuVgrD+e1+P+x+NFPPxLPGEIdud+OJaP5tivP/P+sKMQYzAoBwZj50HswVpwUJY4uizeeTZNx22teXEyT/h222OU5GJT0zmbEpMh0YMFPE3n6F0iQ+l86pUgBLRS957ZcGPJ4KXS5kmZ07tAZRS5lpxU2Z6S/KOZ4bNlQyYlV7VHak1pclzXUYdAnklezEaMq5LZZMRoNKJue5abO5RK5bht37K4WpMVhugEry+uafoOKcB5D0IRQsA6hxCS8/mctrfUfZfEW6UgDh6Ezgx5WYGQKEBnGUJIZnmVyH5Cyses2x6jVWqwkmkC6W2g1JJMDspcUhKVYlxWdG3D6uqKdVNzd7dGAy9PqqQbKiT9eovtW67qBX7tUSi2vqd2glmepzZxJcmK1C3ctB1KSl4vrxjJnPl4yvmHZ1zkOW+/+IKJSUQtlshtb1kNYUuZaereYqRMNHIiJYwLKYmZTuXkAEolDIoJ8ju3Xn8vDMM9UetDL+FwNN671mmJHKwcdhtG2LEvfn+E2PHjxWMD+kTcsHffD0/wjbFDfLzTLtR5ytDsd7ln8xUHz3KInbgPcI6tSgxJwfpm2zEfTTk/PeX1q1ecZAYzLbltLHdNR2/j/rmbzuN9SNlxkZijF23HLM/QUtC7CANIJjOKKs8pjORsXFF3PSEEZmVGoRVlZnhWacaF4QcIrrYdr1xPrhTTouJutSUSeK/ImSnBdlMzO3+RWomtS+GBMfTWcnW7YFoUzOdT1tsGHxInhJIp8WqMROukuyCkYFoV6bsYYufcaNquw0iBjRKkxEBikh7QgJlWxJjo7o1RTMgQMSSVLhFBwrjKmI8LdABlND5TOCeQMXIyHrOtNyyXG/reYjLDrDCMK8NWZMTJjFW/5bK+Ig+asjT0MuBFQJmBiDczvHj5nNnpOYvFEtu2NH2Pi4Jnp4rn4wmjeUu8uGQqUvL5rulZ1An85EmeQ+f8XiZglGlOy5wsRqK19EKitaFQip6EhvR/MclgQQ/y4YftEuLRz4PlwaBHHO91XDa899/35390wuOVRzCkKB5N2vdXjw82HCZRH5u5p+xDPPixD2N2hk4IEHFvNOODA4MLbDYdv3ALfng+JojIsrM8qwo+eneM1IYvFj0h1yxXNW1nEQJuN1tuNttEJx8Ci6bjg5MxwcObzZbzccm4yJBaIYVk0wZW20S6muWS3kfOs4yXkwICZEoxKXJOy56f39yhhOTZdMJYa0ba8Gbdcdlt+cnPRtRdR+8DQiTBHC0E/bblal3z9vIOnedIJdisaiZFSQTyzDAZF4mMprU4NFkuyDKNEUnPYVIZjFI8O5thtOLm9iaBu5QCI5nOKvq6RfUK7x21dzR9y0hrpqrktukhi9S+57SakJucy9WSIsuYvXhBQCBVTl7VjLOOaaZQmUHOznk+mfBMaZqu44tXOV8t3lJmCRPiTWSleq77lti1iLsrfpRnzKYVjVH8QLzP8/NzKg3d6hbqNR++/w5/8otfs217XkwKfnw6pQ+BZdPz59dLms4hlcD5QGsta2f3YkGnecZYG6KAq7olqIRH+S7L98YwPDlDP+X9iCfH1uPdHkYCezzAQZB/sN+TtmI3/MWT/gDHGw8MxM4CxHhkDR6anvtPDzyVeJ8XOUw8HqYn75OuKXHb9o6rdctMG1rbs2otkzLD+1R+XKzXZJmhKBTjIkMbzabtBzm4ROoxLTJmZcF13SAFLJuOznqmRU50niLTlJI93+LWKG5blxiTI7xdb7lcNdSdxYXI6bREZQV3PrEX2ejYLJfUztFZx2wy5vnZDGMy/tEff0zbO0KEWZHjvSMGn76BHcJRCm4XC+7WDafzM4jQtBbrEvnMDrJ9c7fa21bvI1ooplXJtq7ZbHsKnVqjl01P5zzzUlHmOb/zzkt+9fY1SkhO5yeJLn9AJnoEl9fXXN/cEIXn2bNzyugpxiWT2RyhNDZGMpNTjktULpFC0jjLbdvSRYcZGzrfs1wueNsFJpMJo8mY2WSEkYFmu8VttvRdT9Mlwd65UVR5IvUttaaoBPWkYmktnlSGzKXkztvUOeo8wiTF6xghi6C0Jv+LWq68XwbH+UFUsFuemu0PZ9njWsMuB3HvLXAw6Hiw58PPDxuuHh1xdNCBgdiVNR96NcdPku78a9yIwzXJcYgH9ufBlzMkpbad4/2TKV9dXNN7B7pD0eN6R98lIFQQUHddYoGOIcm9idS6vHWOmYzMi8QUvbWOQimC82QSgpJoGdlaR4Zk3Vv++O2Cv/zRu0QRiTqjicnVJ0TavqfTHdoUyfDkOWfPTjDrLberdXoOBS6mVuM+BFrrUHXLumkJAcqiwPvAZtvgrKPtwqD8bKnKihg8MfqkTxpT1t4OWhk7SvfOOsLa0/QdoEjSfKka4WVqcDqZjvjx+y+Yjgq+urljud2yqpt0Dh/Zbjasl0vurq6QgJGKZ6cnPJ+fEYUgBI/rPcv1mpuLG8ZFxqSs6GPg+rbFuYRgHI9zsk5Sbxpc7/B9h57NKDKJSLLYKdnYNhitGReK3jnWbaLT00LwvMqprKINIeVUlKQSGdve0jhPMYRfSgpGVZG+i7+o5UpxNPOKg4z9g3lW3Kf6dnTz99s42vcogQcJDwB72PFx89T9tZ72Hp7MO95/2Cc97wfs7nYOzcNDnul4EKbsHuKh+M3j6x3fiBierbeOtv1IbgAAIABJREFUvJoxGTWEEGgx6T1TkZ+eJWq8m9ax6jr63iYqsSjprEcpMWAjWt6dllxvGlwIieJt0LaclKlJx4YkQhNDYkS67obcUJaRGUPWW4iepnY44ykriXWpI/FPfvEZ7zw/ZzoecXl7w8e//HVK/oWUYc+1orM9XWfRUqNVEljx3mO9JCJQUrOtG7QyKKUoTIYLHhs8buhWVEOVSiuJdYkiDQSZ0WilqApBLsE7SztUTq4u3mLKEVlmcKs10Tk0EGzgq7evwEVMkHjnuLu9I4SeF7MxTSPIc433kburW7a3G85mI85evCQvC/Kq4KvbW1ZxS1kYJJJYJ2r3PgQWN9c03YaZNmRC0TVN6qocjxhNxrirGyrvESHlQWrruessXkQISdX9vMw5yTKmWRIykjIR4BopUQjsX9Qcw8OOxrgf/OIb9hOPJs/74+89hL3NGRIMjysU4ui3OFizz3eIh/s/6brcH/QAJnk8pr/e+ByQP+5zFPd/PoqPOCSWiD6w9fD8dMZ629L7BIxqXc9P5nnyDpThdFSwqlveyIZ15wihhZjKfZIUt2ZKDerQgd4GZKYos8QGNTYGokicDULy5ZtLylFBkWdIklyciQOun8hd14EQ5F0DqxUn0zF5ltF1DmxEhUBQhtPRlE3TcH23oml7TiYjqsxQGMOoKlBKcbtMVG5N39DbjiIvIWqCjfR9S4ypJ2GnqaGVAiFx3g7vwqCVKQVZNQJv8fUW6x13mxW26/A+tYV76yEkWvYff/Qh7balXmwIUnA6ryhLw6effkFjAy9ePkMaxc16gZKQZQalBJLIRx/9hGp8yT/+9J9incNHiZAKlWnQipvtisubBR/Nz5lKA65nPpvQKkM2GsHdAjrB1iYJu35QxbYk3VcfU3J1lhlyo4dW6/ReNC51VIT4NZPN1yzfC8Owo3O/z8zHJ4bqUJnYD7KjDOWRh3103A4a9uB7EV/74f4kR4jpoyTDwy/58az/6BkfHPVojD9ceRwpcO/qDIZriKd3vRTJa4BPLpZ8+GzMpMx49flrQgyMTMYfv+kYVQUvp1MmmWZWVRRqwceXS3KjCDEyyRQvspyP10uCS6g5JZLgyaQyPB9VfHq7IReC81GB7Xu0Nvy1n7zHsm755eUtddegteFkWqFimyTumqQcFhW8Waz46uqaSVEgJciYiEd+//f+Cn/5t3/M25sb/tc//H9wLlCVJberJLJTlmNmoxO0meB8x81yQWcDWYxYl6SeR6OCyajCW8e26ZL0PBLrHFJJisyQaU3wHu/TN1l7z3Q+57TImZrI3/v488EwRMbaJJYlIVhcX3GzXCCryJkuCM6hvOTN7QpjFH/26ZK37RaB4Nm04qMCrm7e8vLDn3J7veDy0y+Zbg0RmE4L3vvwBdOTGRa4/mRLJStCgM+Xd4yzjPPRmInRvF03vF7U2KZGS8nIKGa5YeMdTedoegcCbn3HXdMxMppSp67Y0ihEGARrcvPonfym5XthGOCpxNxTc+p9L8H+oGF3AXsU897A7N2Gw53vXfyHy0MP5SjO3/0+cga+dt4/PvChsTpYf2+XxBPHHR14UM48NkyHh3a942LZMD2vmI0K2rYhBs9V02OlQoYVCZoUhwGjqApFZy13jaVu1knvMkakkgkJ6COVUrxZNiyaHkNSyZaAUOBtz7TMkhJYFBTGkBuDG2bwGETq8iMJ42zahnGmKYvEVZkLRdNavvjqirqt0RKkiPTeMTIKNXRajqoxRmuWmyW//uot46xAxKS6pGTSjyxGkaww+LoBdiS1kmwQOm77bmhNTrLzSgnybOjwdHXCcwzffSESoEsJeHP5llXbYaSkCYJMSiZVzjtnUy7XW9qQyHnHeUapNcu+Y20d/Se/wm166qal61wqvQ4lRtu2yLzgd97/iM16zc3tXfJmlKYoS3KtWL+9ZtM0TITAyBSKGi339HtiCD2lkASSNoWLiVq/c56zPEcEcL3nuyzfG8MAPHK/9z+HUf+wVHccehwctfNAjkKMfVbiibH8wGg8dWscjtUHxuOR/XpQUXjqtgU8qsIcXU8cf37yxh4Y0MGzWDeWZRc4nU95/bYlxsCy7cmyHkNSifYhUXfMqpKoMm7u7mg6S+2TZqYLETGENSFGbrcJEagGjoKFtYy0QQu1LznmCEqVSod1U5OZNPCmRY7WEud6MhFpQ2DZdgitmE5LJtUYbRSvLy+5uLzC9ZbJaIRSehj0CdwU8Ritubi9wztPOdJYZzE6hT3Bw91qCwNpSVXkSSNj+GKc9XS2J8QkZV/kBZPxhLOTU1xbs+oslc7ovEsGUaRu1kCkHGm2fY+SAidTJed20/DyfILVAddEJjHfa1Ju+6TavVjf4tqBRCZGytwgYuTudknrPMVkxOn5GdfdDU3fJzWvoqAoCt5e33Jzu6ISgmmmyFWill/5QDfkDLROOZhdU56NkeBhalL53ydk26OQ/Dct3w/DEO+TiA9d7gMP+njbg4El4i5xGAeG20dBx7HxOLqGuL/W4XUf7Le7w6/3OI4H8P3f92e9f5an/6G+3lgMCdl4+Bxp4MYHX1gIkatNx49OSpTKaF2LiEks2CpBlmcYrdAShNLUzjPKDJkSAz7f0faRPEuSbtsQ+KpueXky5qfvPaPMDdeLDU1r0c5TlgVNa4d/g4RUdCFQFYnfwQ4q2UZr3j875cuba9a2Q3eKone4LPDxp5+z2W65W2+oyoIfvjwn14amqXFADEnDlJjg1C/ncyZlua/YJACTJteGEAJSy4RajIPwjgrUfUfXtUmKr8iQfUtEcrtcUa+XNF2D6xzWuoS21BIfUutyFiDTKmFAbEcfPFZGwh1sXI9RauiaHSaFA3q1LiYj/M6LM87PZmzXW24WG3wMvF1vaDrLZrNNHAwRFustv359wWK9IfjAyGhsHNStQ+D1IIu3I3xV+4pD8pBEvFe37pXEECnVX8Ry5QM3+rFxiAfT9f3W+x6EYb14bA52R4Rh1ZMpBXiUMDy6I/Hg46P8wNOD+an+ifumzQcz/eHxT9qMe4uwM6K7vMrh9xV9ire3rWVtc0bjEXXfM80NpUpJtc4HxplmnEu21oP3ZColqjrnQMN8nPPeyQwXI7++vKMVjlKnHmApJOOhDEYISKUQyuNFpPUBIXTSH5WCTAra1mKdo8wLfve3f4z7c8+v3l6ma3mHtclFF6QW83FVMakKfvDuC3rf8Y//9Bes6i1d3yBIYjPFbJa8muHbV1KQ6UQoWzctvfOUo5cE2RG2l7R9z2q7pQDKzJArw9v1luv6hsY5no9HaCWJIVBkMileacWi72mdRzUWJSVGDUzOMelzbJTDhkiIYd9TEiOMcoXXkgZPpXJc7/mtH73He++/y6efveHNmzds6w2LzpPphtkkNbL1XUfdWbZXNwAorZL2RkiKVbVPdHNFniU/KCaezt574mCAXIzcDToXo0yTKYmRh71Ev3n5fhiGg+VxWm+Y0cXgJx+WGx6OoCcrCBwZivvz7gbX0wcdIjCfvMm9LRDHI/Nwt/2pHzd9PeWdPGUPDnkgD9KiR6XYo3MNmAZrPTfbnncnE0LXYSqTavzOIwnEGOhRXNcdDDO8D54QPFIolJIUheHd01NypVksVzyflkTb8+pii0NS5oZtCIisZLXcprKmkCitGVUlWrQI77EuueZ13zEbFbz/7IS3i8UA7XWcFjnvv/uSv/cP/hEIKDPFut5wdZfxwcszzqdjVpsNn7y+RArBdFTtKeMyo4d7LQjeoYRM4B4U77z3u6w3C15tLhLNutZkSqMygxjP+fTNWxrbATAe51TjDLvwBJl6b7MAsyIjdH1qDotJ5WukUyJPOJLCOElhPMQ4IC0lk1GGs4HWepCSPNf0MbCue7bOsvWOlXVYLxmVBc+evwQCy5tLRNiCEExPTnHOsV0tWW3WdCHSec/zszlFnuG8J/iABK4XK/CJt8H5ZCBGmaEUklzsKPa//fK9MgyHt/7IQBxl7MXjKoN4ePTQqTmUbQ7d/KNDdzbnqbt5GNof2KOn+iie8P533eEPT3t/4OFxT/zjHYInH2Qd+FoUWEhQ6eW2w2SG3/rwfaS1bNqOm8WCzlo2TYeyFpVJvBXQ9ZzkWQIcOZGSgRd3LJc1JYKpzrhYN+RKUiC42Gx57Rw2Rtabf4JSmmleUOSaxaaGGFGFoJEBBj2I1gX+7v/xD6mdo22T0G1vI8+ePef999+hHFXgLMF7VpsVMkZ++atPCDGy2Xa8OD3l93/2U8rM8MXrC3yMaK14eX5KZjIubm744OUZ80nFZ68vWL/5P9luVnS25+7tgizP+OHv/IjxeErTNoxMnnIORK5WG85HIzbR8mJ8ilaKze0a21oKrShKQ+cc0UckSV66iJJgEq+idIGVb4gGTvKSbZek7gOSzlry3PDrt1/x9u6GEEFVGb/9zk9xNvLj987IMkPbdtxeeHxneX46ReIYmUCrI77MeOe9d5kVORdvXtHaNgHXXOT95+dIAl/drJAB3hmVPB8VaCm53DY4YPz/B4/h4ex56H2nnMMQJogHVQoOE37xa2d8cbDv8UA/5k/4Ohv7MD9w6AU8vMbDiOXR8g2Fja9POj44Qdx5VYe5jJRsu1luuR3l5G1Lg6M3Au8kmTGUuQYjIQMnJc5ZtJAYI4khiaLUbYcxSZxm0zs6lRiNpRTIEGk7y02E/6+9N4vVLMvyu35r732mb7pDRGREZlZWZWQNxmVDN0XLsrHVL4jB9dLwZj9gS1g2D7aMJfuhbb+05CcQNgIJWWoLSzYCWkiA3EIg6EZIDOpu3O2uMauzKrNyzoyIO37TGffAwz7feO+NzJSTikhxlxTxfd8Z1zl3r7XXWnut/zoejSJYSN3inKdpGiTPyAc5hc5xVU1bV9g2tl9bJdxUTcs7Hz8izTIWy5JBapgultRNjbQty8ayrBsu5jUvHB9zPBmTpYaPn5whLlo4RZ5xfHjIyfk5Hzw+492PT1lWFQSHRnE2nVOWNZPYzy2iQHtPoWIClA+eJCjcmeN4NMJoE4u36BsAC3glpLmhczZiK3QRZzK0lsFIk7SKLiQEETJSjFK0eGZdh7OOLE04PjqmSDOenJ9SFBl/+OuvkuVDJDjmF2dcnJ5QV3XMVWhbTs8vKIoEqxNeeuFF7hxM8G3Lo8sF4mOPidp6PnxyxtEgpUgN+IANMGs6cq2ZdxYL6y5ln5aeL8UgK5CWK+ZAFD7Z+JQ7u9kgTMuOSIYrM/ZO45nrTIJ9QV15CtfFAcLOYdcL/5Zhscld2gtahL3PfsfOz5ULJf2Pa2+22RgCiA8463g0LXkQGi7LBdko42A8RIlikMPlssYr8BqWtY1lx6lCmRi4G6cR/2Da2uh3K0iylIPhEHUx46Js+9brgUXZUNdddGWwDNIx4/EBKhvS6jmLuiYPAo5YGWpjevPF9JLZ7Dj266wa0lQzKFIkTXkwHDAtaxZVR6KFw/GQe3cOcV6om5rT8ymLsuFgEtODy6phUdaxnNskdNZStw06M1gcp6en1E1DU5eM0pS5bXE+YFCEFtIioawblIrYiYMsQSmhEfDBobVh6Sxfeuk+dw8O+c4f/AGJjYpjlOQggvaKlw9GnJU1j+YlIrF24YXjY4xSNMs5eEu7nJGYhHwwwnpYzOboEJG0pouSWdMgecq9O3c4GI3BexZNgw7CIDEkhaK0lrNFxct3D0mrlkXTsrAdjXMkKmaojgvzxY0xbLAH+v/2Ug5XocR18G892W+EbFvon3KnT+BjxcLWcSHsWvkrC2NHap92hz5Ssrdj/Xv9UPFSuz07NsdtrKkt/2etIwLr9dm1ooldiaaLmq8+GFJby2svPiBVmsvpnNliCt6zbDvqpmVex0rLRCuSfrkLLcydY9Z1iMQBeXc0YmQE4zpOFlXMwOsswUQ8jcbFvpfKpLgAdVXSdS1pmqIlwdcNwyRBiWD70vEPHj9hWdZkieJgOObOZIwxmmGP5YD3FHnGsmp50RjuHo6om5S26ZguKz5+csLx0YTRoEOYUjUNTdvhXcfxwYiDyQHOOdqu5slpiXcWI8IgyzHK4NsO2zrmdUtjLd57sqCQYohoxS/+i9/k7ffe5Z2PPmSQ5tw9vsNwNMHZQDOLSUZZlmASHVOjL2Ml69ALThSu63DllKA0WbCIc5x9+CHLywt0PmQ6m9G5jk48ZWcpm5bRJGOYGwZGgXO0zjFblrx0MCJRilTHCTEEGB8ckywq0rImlQgOW1rHnTzFi9B8RjTY50YxXKG9FYKroheubH+aUlhH8K85ZB3E26333r3d3sb1iogIKzz5K3yG6wIYci0Pe6HFK8ev12H2Y6X9LVYRalm7FP2xzmOtIyQpL947YpKlnFwseHQ242CUI7qjsx15ZpiXDV0XKy0PshxthCzLuehbsg2ShJE2GO9IdcbRcMDLBy1vXsywwVFogzaKxCcUWYLSCtfWVFVFXXfkWUaRJlS1YpCn5K3lbNHSWU9d1xyOch6+eIdBnkcrRASH4EOET1+UFdP5Euc9jx6fRPP8cMSyrpkvFhxM7tPUFpMk+KqirkuWVcmXXnzAaDwhMQlahEXd0jQ12AYWZYTl76sorYst74IEMtF4rQlKkxzc5UuvpVRdxeWs4vLsko8/fEzbOegiaM4gybh7eIxH8eMfv4eJ2dgYDc55lGvAwWSQohFOL5dMZwsO7t6hKpeI0YhWdHWHGOHlu0cxH6KqEDEsygpXRRSqrm8ruCqAy4sBg2JIvSw5LjIEuKwaXhxk1C5gzBfUYrhCYRNj3LHiryxt9nGGa1cVtgS21wxXipZ2zrkpIvAUK+PG4MGa4avuw03XXRtNGwWxG6u47hph7WpdiXKsoO2c56yyvHqQ8u6Hj2ljK2XqznJ0MGTRNpjCcGADhoq7acpQa0ZFxmA8IgB13XE8GDBUYAjoLMNow8GwQS5mdJ1lGQLWerSOqxpZj9EoEmhtg0kNZ/MLat+RS4oRQ2o6WtE0nePVl17gr//FP8sHH5/yT37z/6KxjnnV8sHJObNlyVdfHpEYWJRNLBTXsQBsOCg4NGNOzi6ZLcreqnLUTU3nITWGy8tLsnzA/XsvMEkKbF7Q1gtOFjU+ODoiAIrWGtKALgJ+Hnh8PsMj/NOffIdJoTm+a1CmYDb3zC5nNN4TtCJPDbk2HAxHSJLxRvc21kGaqJhN2VdBTgY5iVZUlaVsZszKlhceHlIDs7bBe8hSzd1hyiDNmNWWed1xlHlMVzPqZwFrHZXzOB+twtPpFGc7BllGUcTu48cTxVGoWdpA95Rheh09N4phD7rgBpmRrbG/mZ83tRYb3zvGFjYWgKwCdJ+KdsVwvUK6ze+KZ9mb3beF88pD7T/XbnBhpeTWXbWkfybf86Oui1SuFMAukMvG1QngA++ezhGZ8Nq9e0yXLV7XLC7PSZRwbzBEO8vxaECXpZRVi7aWrlHM/IKhNvyRr7xM1jWoxEBbY8s5RgIvTwzuS3d493JB3fVKSsUZfiyeIS2DPMHZjI+mCzJtCC04bXnphSMepnf5g/cfcblsGWcZ//fvfI80SyE4ynLGaJDzza99hX/pGw+5uFhSO2gcLOqG8/mCO0dHJEbz2isP+IOfvsf5RcXFdMrB+ICHr7xKZz3DIuXenbssywrX1IjSNOWS1llc22KtRURTDAwm1dig8d6RZorGxbyCN9//MUejjIcvHNLYltOTObbzZH1ret1DtV/OFhRjwbqYcGWMIR0nHD8c8v77cYlWtKJtLNYLd168z3sfvUfVNDjrGaUJ9+6MaTvLk7MF2XhCUIrFbEZuG3RiuFiUEGCcRuTrVMGP3vwJkyzjlZceMB6NmV9OqeZLlFEkShilX1CLQTZyvrv92rDeVl6AbG1ZSfBOAHPTy+86338lOztBwi1+Nrt2rYkbg403KoHtjTviCzsCfd0lNpD211o7sq0cdvla6SZnPSezmhdGORqHb2q89ZyeTRmkhnFmUCGgdSxttt5Da8lXyMxNzcVsgRWh6yIKVJootFakiWKSp3Suxeh0bbIbLRijCS4gQVBBqFvPJE3ItALvwCuaxvHwlQf8oa+9ynuPHnNxcUEmnm+9eg9THHD33l0OJgcsq8DLd4/5E7/wc/zayQmnF5ecXlzw8r0jHty/x2///g/4+PSULE0ZFjmJMbS2IeiMNiSIdnQuoE2CmJTp5TmzsiIThdKaJE1ou5LOWXwTmKsGn8VeGc4GzuY1y+4MFYRliKsvyiichxpH0sDZ4zPMdEmSatJEUSQaoxQKKOuIV+nF0liLGENZl8yrBWmSMhoMEBynvmbeNWS1Ae+Y1TW0HffShINBijHRwmp9BFGuOof03cIkRFzMi+WC6WKJHo8YJSl8ITMfgW1n+eoMfX04D7asAtiY1Gsr+nrzY/9q2/Nw2Nv4NBvjqXHOGxTR9qdc2XOTX9LbAit3iP3gJ1eUw9oK6TVfcIGy6Xg0r/nKJMXZlmVdoxVUbWyjPkxjhlzSWw0+WFSjqDrLo0XJ5bKm83GpcVyk3JsUTJSiEMUwMVxIR2ISsjQlhIjl0PjAh2XNSRMbyCqtIxCt7fj4/JzGBi6qim//4dfw3jFb1swWFXcLzWQ4ojg6ZlZVlB8+ItUZs/mC1994i9FwyA9+8hbnywWH44KTsykfPHlM2TSkWUbdtbgASV92PV0ssJ1Fa4Vx0LQdl4sKEdUHQQNV32Sn0bHDhrexIlQA1Qt32zkSUQQCzjtc3xNSAnQiKOtZVi3jwyE6OA7GIyQTUjFc9uC548mIJHisUjilSVRCpjRFljNvK07amkVXU1iNWGHRtGgrGBszeA/HGc41QGw2tKgbUhUxF9qmpm4bzhZL5m3HV3NNCJ7qM0YfnyPFAOugomz/3va1tyNu/dctxbA6ZgPYfnV2vyLM++GJ66z19Y69rzvTe9g7Rq70p9m/+PrXmsGrCiNs/Q+bx13HNa9ToOvtW5ZJCDjrOZ3X3B1l3DmecDmdE1wEhy1DoNAZjtg92yuhCx7arh9wNgKQqggCEnzAELsgXdQty84iQGIMeZphXUfZWmZly9myYukdw9RQVxZRQtW6HqXaI0Y4my94/+SEP/raQ0aDlJPHJ7Sq4N33PqLqWv7o17/BeDDi7PyCqn6HH735DiePT7hsG3744zd59OgJF82cIIH5ckmqNYNiyIO796hcyzsffBBXGrIU1RdlOR9IjMFZR207vEQcA/FRoeqgUH2jGOUEaUGWsfIzD4raxWzIVOuIdaGERBSu9aRZSmdbvvK11/jSi/e5qC548qPfw/fNgw4O72DyHE/g9NGH4CFJcsb5gJPzecRy9JCKxiiNTjRWGU4bR5J0dNYTXIzpJEoYDwZ0OirieVnFIisRjic5XRuYlZ8tyvCcKQbWKcArS+DKHLpjZsueZMlm4uyvtemCvZ8M1Z/zSWGH3TDAHh+y5XJshPq6mMTmepuWdTv32Pqxr+q2aWcVFa5065IrymHr4B4b8smi5cujnMNhzvn5nC5A8NDmHodwUtZULi7ZWRQGGGUJ06ZZL+cGQkyy6TyXTYcPAdNDwedpSmsFEeGgSHmAw9WxD6UGOoTax6zAIAFR8Fvf/RGVtNw/OiBDcffOHbxofu9HbzEZF/yJn/t5XrhzyPnllEcXZ7xx8i6+taQEHp+dc3J5iZoITge6pmNRL8mGBcUg4/TklLKuWAFbhP4lOuf7smxQKj5jxI5xaKXQXvA2sOgamkWH+PhXduKpnGVW10gm5MYwTFJUmqCUQqtYyNfZ2FT45QcvMSmP+C39+ygJzBclqJS87bBdgzEpWifotCDNMvwThes8qVNopdEmRUmEa2vblpNFzUBpDEJuFCEYjocFB8eHBFH89KMTFqolKKg7h1YJB4f5DQPyenquFMN2SfNKABQ3CNG2VSHs+N/bCmHbXpDta+xAx7ERpC25Wt9r63M/BrDjyWyxs73/Ordo33W53pUI7AYU9y68OmPrYuteHFvrmWt3wsdsyNNZxTgdMjk84PxsHouDjMYFaFvHRR37OSiBCtfHCwzDLKF2DoXEakKi5ZAEIbgQW+E1NZlJelM7Brw6wHpH0zlsG/BGg/YoAeMVKiia0pKMDWXVYExG23b84O13WVY1uMCHHz3hX3jtVQ4mGe9cXFDlFukCpgbnPZ14BiSoxOBMACXcOzyg62zMJtQKJaAVdM4hIgyzBA3kicZZBwin1tI0ljY2mcQ1jmmoGYaETBSOwLSpqa3FaAVdoO462qUldAE3KNBBuDidUjvLD3/yNiZNyZOE0jkyHeMA1XJGaDRd0yLFgJqOvBmhCXRtXDrVvoeoCwrvI0and57SOpI0WqStd5gQSADtPCo4ChGMAAbOly2p8oyGX9TgI2yEYCuav3EB+qi7BNbwbNvnXyes2ysTqzn9qv1+s2t/E6Mrd59wZQbfDxCq7SKoa4OrW3RNEBT2hDzeYicYEvy2wurn83W8IWxisj4QOsty4XnLOR7eG+GLjNpZnApczpaU1jJMDRNtUEqBFoZpQnCeYjymUwobPE3Xctl1pFbhBSrnqKzlMAv40DGvaprRmGlVcbGs8LVjXjWIKAZBkQaD89HvHSQJxWHGV7/2Ij/35YecPj7lp+9f0nUObQTl4Hs/eJ3l7JTBATx8qeCjkwHvVzP8EHwtjMc5qgoUVnGxrGGS8vVX7iMYXjg6oGoaLi+nLMqS+bKiajsWy5KT8yXzZR3xHgK43NMSFUcSNNoLKRqthVnbUPZdtY8HOdZ7CqPRIXC+aLlYVMzbhkGacGhiKfob737A27OPUZnwanKEqzpO6xKTaCaDnFQ0YbmkKwIfLT6Ai8DIgqpzxEKhFWXZUlYNhGjZtJ3Dmo48E9Le0qmajg/ePcG6gDHCcZZRWUueJWiBRbn4DIP8OVIMIWwG8P60vAtasifHK0Hdmak3kcOVMli+gaMBAAAXJUlEQVT1qrwSq9jZvnvZK7S1dLJjfVx7wuraMSK/izx1Jfiwuf7KEtg3TfqbraFfti2mK3fdZi6+0NArsRAEfKBpLE/mDaPRgEfT2RomXRlN1kOgBaBxES+wyDNUUpBJjCNcXE5ZVCUo4aWsYKETMt1i0pQQAk3d8vbpFOsdy6ph2cb4RGZUBHhRGkfAJAZjIpbkyck5328srxwdMshTWltzOMhJVMJpvSB8HDicpxyUGfd0gSs800WFTQItnsIKs6Zj4Szz6Zzf+J3v8o2XX+Lu4YSmbqjblrJumJYVyzYWcpVVS9v2jWMlWqhKYhzFIKSJJguKRddQW8sgNYyypAdwiRgNy7KNFZ6ZIajYDjBNDQdA0zeWdc5T+xZ8wPmITtW2FalTfGk4xnUd1aIiywxprgh1wrJsWLomgroaTehXIQA0MNCKwijGmeFJbWm76M4ZEcY9vob3nrK1VF9YMFgleB+2ZZpN4g698G88+R2zfXumZCVb10cRV17EToDz2vLKPaWx5uW6Ttrb4rjnouzFNq4DpFldH9jJat5levvH6qyV27UfGL1uWXO7h2YEjp1XLQ/vH+EcTKsKfMckM4yKgkQbcBbdxtWEYBIkSRDbUdVxhh3lKSmCQmIbeBHqpqVznkxrnAS6AD4oEg1KC4PUkBuDqLiMtwJTyVWCcYon51OqskG8wgehUJqZbahsR3NheXQp5E8033jhiEOVMvc1Ng34rmNZeTofZ3zbWX7y4SOGWU6eJpycTTmdL2mco0MQbVDao41GlMU5hwOGOo0AsEHItKbI4mrEyTL2ihwmhgejnLJ1VNZRJAmVsuS5xhhF4xzBASowGaR9a8AAnpjPYeDIaFCCE4/Hx+XMJRgPB3lCcZQhw4Q333yE1sJ4NCQxCd55pvMltm05yoVJEpG4BJjXMS9C677ADci15uPpktEo5xtffvnKCH8aPTeKQYkgWnDWrf1yxUpQZC3QYVswrhOYbYnaTnBiBZp6vdBsLIF4r+1O27s2y67Vsbv+scsKVxQIa56vqKL+ASWwBnPZNQo2d1m9n3VZ+d6jrNCsdt/DVhSjD0TazpEORhyOG+ZVRJXWAe6Mhkg2YJAomrrk/GJG2bQQFGVZUrcNxmiyxKB9xBkMxEKh5aLC+sBwkOKcZ6hj1V/dWkQLysSqw+AD4mMehFGKLM9xylN2NRcnJblLMJkm9NiPozQGz6q2ZVZZTmZLqtoyazpcCspBa+3O6++c43Q653g84snljPP5gmSQMRmO8C5wNCjoljVl2dBah/OBoUtJg45xFFGoBJZ1hHTLlWacpWRZgkoSdOdoO89omGNDrDFRXQy6ni+qGLvoJ+o8Mdw7GMflyRCXQr13oCLGg/dh3dEryw1pVnAwGaALqEMg0ZqjYszoYEw5n5G2S8RHwBgXAsvaEhCMUYSgqTtPYoRRkZKNE54sp/sj7qn03CgGiENXa70GxNh0Zepn2rCnC9iM+bVzsLHGr4lD9NWXwjVxCrn2nJvusznrOlN+C+vxiuGyu2Hb/VmHVq4ELK/j5yqn29bN9SRbR8VU2rkTjo4mnFxOKetAbWE0mmBVwov3j/jyg2N+//Wf8Pr7HyLe0rmOgEeCIM7TBaitJU0NqRYoKxyBoCHHME5SrHiyXDM+TvnoNNZdSBAEzygbcDDI8QksqKikxTYOO7cUYhiOB4yAVCe0rkNUjJVM5zVKhM46gpWdZ1YiBCUkSuOc47vvvMu8jt21xgZefOFFchIUwvnZlPPZgsRolA/Yzve9LCIupcOBwMuHQ4KHIk9wxASwZdlwWbWoCM+w/lsapbCto2ktYuIS6LRpuH98yOHBIcPDYwKek5MTzk9PsBK1h4jQEKiWLXezgsF4yGkz56OzC5JGcZDl5HnKqNBc1i11GxPNhi4Cw2qlohuYGCB2zzoYDvAobGWfPqD26LlRDOuyaWHdLGQViAzsYitsz5i711iftTGp2Z79o2RvByTp97D3bTcesS2pWzN3f9P9Zrw7RoxsK48Vb5vr7Yu3Xy1nho2LIH3Swrbgx6q6fv+We3Ijre/Zv5Eg4DxvvP+EV+5M+NqrX+Lt9z5ivig5W5acT2f89vd/QGIMX3vlRb758FXeeOstBqkmzQ7Is5yLy0uWXY3oQBCPDsLBMGVWd3gXGKQZde1oO0taaPKh4Y5LeXRaokQ4SFPGIuim5UIWlKkltJ6DQc79L0/4ysNjXv/uo4iOVHmquiHgKRLN2KRY7yMIrAiFSkjTjCYQ28UHUKLoXOCdsxO00QzTlOpsxv959jrDpOBwUDCtF0gKhU5iP4xUo1SgLBuKREAnaK3QWlPajunFgstFQ1CgtaIwmmCJSUSdw/ZJTIMiZWwMqdGY3nV47/ETgrOx45RKmIwOCcGQZpq0s0TNA6eLkmY6JZOEgR5wd+Bok5Z5VdNVHWnQBOdYNh0tQJLyr/3r/yqiYPb4hGa5xAM2wPF4QldVkHzCTLNHn6gYROQV4B8D94nj+FdDCP+piPwK8BeBk/7QvxVC+J/6c/4m8BcAB/zVEML/8on3WZn6e1WVooQQZC30+3iH+x73Vc8/7LgUXDnuGoG+4hvs2CjbHPcxjaeXe6/UyOb624K8cUniruviIpsHDb1JtM6F6Nfmtx9u9S6vKL4djRrvaFvHybxinI24d+eQ+bLme2++y6xu0AJZopmVCyZNSt22jNOUPFF47/DeEoKL0OUhkGlDYRJK5TBK03S+j/YH6tJycVJTNZYUTSqaAs29cc5okLKYXXIxq+hqxwvDAUkr2BCzCyvVIiqa2SYxGGIthlaKO5MCnyukDRglLJuW2toYpAvQdi1DUhSaRLK4OtHWnPuSx0ZTaEOWKNo+2Wq5rGNPBq04HqRUPtAFz8Wipmpin0znPM4FWuuwnV//kX3fYs77wLJuqTtLkSVMhhldG5GiL6YzVPCITlDFhGQ0oRhmeOf72grFUJd89P6HVDTUztJ1HUoLkgheCR/NSnKlOBwWYDRKaYISLqdT6mWJbSLSt+9jPonW1PXnn+Bkgb8eQvhnIjIGfk9EfqPf95+EEP7j7YNF5JvAnwH+CPAS8Jsi8o0QwlOB7ddz+NZY7i3+LcHr/61Tp/cGvrBZAdjUKu/OzmEnbLcRLtm6TrjqImzHBnbiDfvJSusdWw+1x+fa3N+R5937XecqbDjeu84VPrdWIG5gbe1OWE9ZtZwsGl6ZDDicDHn3owjNlvRQ8R+fXrBoSpZthF5vnSeI0Po2hit86IWlh50XBT6a0FrrWLRUt0xPWzrvmQwyUuDlw5wHd0Z4nXLcdJxMS8T3WZGzlrd+9Bjx4HSgcR3YwHGWkYnCBKHxnuE4hUwzP6sJAZqupXUOJPZuDBLIgkEwpEmGSVK0VCzKJa5zPWCMo2wseaK5k6UEiShTlghHN29acJ62s1R9f4ZV4d4gT+hnhw3eZv9+dKLovOPJdIn3HtFCd7kAJdwdj9DBYpQi0fE4FzxtVUPbMEgNnQ8sypK6btCF4mBQoDrPiQ8oo3jpcIRJE06rhvOzM06fPCENAsHHpWbvWdYNgyyluWEs3ESfqBhCCB8DH/ff5yLyI+BpIc5fAn4thNAAb4vIm8AfA37rphOE3djAjisMe4N/263Y9tDX+mLF+M3xAnaFe3sG3XYUdl0A2SgqWauUPS72brL9uc5nkE3shNC7CVv3kG1PY2X2s1GUq8tdzZxan7uP2bB7vc11e78Kbx3TsuGoMBwfjHl8ekGORhnp5+bAbFkjCJd1y1y62PSknzmzNMF6jw0WH4TOB+rQMioOGI3HmCTl/PSMZVlxNBkyyVMmSeB4nONUyuHxMZNlySRJmdeWZdtxUpeUTcfE5AQdkFwwXUS/RieI3hTHGaMQFbtmxZoGj9GaIkkoejj5YDR5mqK0Rjlwy5ZEQd2jMitR3BmkHBYpXQicLhtOypZF2UYsChOh3RO9SRSKbl+PUK11LJjSivN5TesDJlFYH7CuW49P6z0nyxpRwkHom8bYIT6A613IRCleuH+XVCsGpwnqNGC1JzcJdROTtYoside3ETHrycdP6NoWr/q/rQ8YLdRlRAbvuva6UXojfaYYg4i8CvzLwO8AfxL4KyLy54DfJVoVF0Sl8dtbp33ANYpERP4S8JcAsmK02gZcYz302zaZjVvbt2blsP69PSfepB5gc+R137YlUa7I1E2pCNv8XcmK3Jy+xddKHcnWOXsO0WqZdssVWh+8b+lcw9RG2WyUwdYpeBeo647TZcsrkwIkQuzlieEoT0i1Ztq1zBobBzpxQCuR+CKCULtYKakQOu9xzjEeDbn34D6IYG2HEEjzFBQMUs2scSzbJW+cXHA5m2JESLTQ4DgjBssK69BeSNCxiKnHiyyK2IxGhehuooQ8Sxh0CbRCkaUcjQsSC08WS1SIVaJKxeY0BmGQaryzkMSqUqMVLkDjA8vW0rYR8dkoITWaxITejQo0naPsHFoJozzDaBUh6tuOpXUc5gkdgSIx67955yzjLCFRcLGsoqvmPUeTHJUkVI2lqRuKyYhiOCAXz2hUMKkGzKqSy/mSqo5YjkopLssG6zxni5rTeU1mNGkSO4tlSlN3EWYuQcUOXJ+BPrViEJER8N8Bfy2EMBORvw/8nf6Z/w7wd4F/79NeL4Twq8CvAkwO721Nv7IjURshCzum8WapblvkYEeoetdiI4abmf+KVfIJtHOXp5yzDfZyJV6w7f5sCebGPdjmco/frWvsnLv/+0a+9i+wZX/0BVazsmVRJIyLnLKsKZTmTpGTKkWuNdN6BvTZnL11lmiFch7XRSuoIULFF2IoywrbNiRZRpoa8mGGC57KOs5LKLsl51XHMEuYljG6X+QJpNBqhyCIhUGl8TaggkIbz8EgRQRc5yEIxguJMpSdwzcB23pCLqhEg42rAxqFt47ONrRNiRdH66LgJv3auE4Mi87ReE9mNIMkwfVQd3eGObkRvMD5oqasLeiIkdklPsYoWheTmxJNkRiCdSRG03m37q/ZOk+eaOZNx8fTkiK1PLh/H2MS2mXDycUFF2XJdFniygVvn5zTdZbOWlofXZ9kULBoYq8OCeA7y7JsKRXoRHFIxiTPaDrHQITOmP7+n54+lWIQkYSoFP6rEMJ/H8dSeLy1/x8A/2P/80Pgla3Tv9Rvu5HWvn8v7ILEZamw8bWvC8ptINk2V1qnVa8luT+fzWAOm83r++37+msMh23rZOuy21mQ28K7WaqUzWH7U31YHbniYb1xxzjZvutGX34KF2bX89qxtnbO3VJiwXmqsuWn3vOvfPUVPnp0xnKxhKDIk9hR6rXJmI+WZWwbHwIqRDPeBMNBmuB8oG5b6AKIYtnWvPveO3gfOJ0uGOQpo3FB2TQ8qhpeGA95MBrQdp47aR6Z8sKgE8QLtXbgIJMUraB1DpMIeWaogqIJgp17isqResN78ymqdXgXCJ2nWbZoG5gMM3RwyPyM3CgiSr4mBMiUYoHHBniyqDmdlQwzw0BrSmtpvGeQJ1w2LanTWB9ovZCkhrGO/SG1Epz1DNPYaEe05nJRYhDGqcF5R2cdo773RKo1L40SuhAYZQm///qPmdcdIQRaF/MptAhBxYzJxPR/A4nJdUWakGcJyyriWi47S5LFVoHeB8qyw7eeLDHMFiUGyLP0utFyI32aVQkB/gvgRyGEv7e1/cU+/gDw7wA/6L//OvBfi8jfIwYfvw78P5/Iiewa0PEe/Y5+dF83wFfHrYLwgdiubB+vQPqu17KtHID12kLY9Ryuk7p9gb2KV31lfr8mXrG60C5uwv4ZuxGFLb56ZSk3aKwrnsgNdsRufKO3qvqkJyuae3cOqOqG1nuch846Wudp2zjjKx0TeRZ1G7MfVVyWy0gJQZAktqLvbEfXxpLstrPMy4q2sxwPCobG0FpPa2MXJyEuAQ7ylNRoTnwV+0i6eIz3Hq0lmtwmxSI4D03noHOxO7dSJD7gW0s19WSJYlo3pHgSDbYRXAjUvUuycgtcn0Tkg2dRtyx8BLdxITArG0ZFgu3Tw73bBHJWBWiJEg6GGUqgMMLR8Zj3zudcLGsSEy0IRYS76xwURnEnTdBaWDYdyzYqBufjhGFCVAwiMe16BdkP8X6KmMOxSmWHgGjBaMUgS8iNpgtxmirbDtTnD9TyJ4F/F/i+iHyn3/a3gD8rIj/fj7x3gH8fIITwQxH5b4HXiSsaf/mTViT2nYH1IN+ZSWXdT2L33NVs3OcgriyBlSa5euTmFutTrxfR9SX2Z/FrlMZVzIjNoauYwjpz+boEDFlZBVvWxXYk+Zrch91Zf/NMO8HH7WDI+gFjkGS3XR5IiEr1bNlyb2DwSjhfNgwTTeM8jxYVpbVrvdk4T6qSqKRECDqCmRofQEHoMQNM3wW6sh3BeY6yWDzUdh7f56loraIAJAaROJg7YqTehagUpH8NVWMRnUaLktinsWs6bNfRWh8TrJwnBMGYjIumRnzMs3CE2PBFqx6+Pj679T6iVvWZSlqEPDXr9/7NB4e8e7ag7hxd8DjnSbXiYJBSJIZF03FvmHEwTKlay2GaUjYtH16WZCG6F9Z6Ote7MKkhKOGjaRlxGwlY3wt4AO9j3UaaxYDm0GgGaUJQChFY1vV6glAIeaKprCPVCqSv0RAhTQxZmpClny1lSW5aFvtZkoicAEvg9Fnz8inoLl8MPuGLw+stn58/XcfrV0II9z7Nyc+FYgAQkd8NIfzCs+bjk+iLwid8cXi95fPzp39eXj8besMt3dIt/f+CbhXDLd3SLV2h50kx/OqzZuBT0heFT/ji8HrL5+dP/1y8Pjcxhlu6pVt6fuh5shhu6ZZu6TmhZ64YROTfEpE3RORNEfnlZ83PPonIOyLyfRH5joj8br/tWER+Q0R+0n8ePQO+/qGIPBGRH2xtu5YvifSf9e/4eyLyreeA118RkQ/79/odEfn21r6/2fP6hoj8mz9DPl8Rkf9dRF4XkR+KyH/Qb3+u3utT+Pz83ukK8ONZ/CNiWr4FvAakwHeBbz5Lnq7h8R3g7t62/wj45f77LwP/4TPg6xeBbwE/+CS+gG8D/zMxL+mPA7/zHPD6K8DfuObYb/bjIAMe9uND/4z4fBH4Vv99DPy45+e5eq9P4fNze6fP2mL4Y8CbIYSfhhBa4NeIZdvPO/0S8I/67/8I+Ld/1gyEEP4P4Hxv8018/RLwj0Ok3wYOReTFnw2nN/J6E63L9kMIbwOrsv3/zymE8HEI4Z/13+fACmLguXqvT+HzJvrM7/RZK4aXgfe3fl9bov2MKQD/q4j8Xl8qDnA/bOpEHhHRrZ4Huomv5/U9/5XeBP+HW+7Yc8HrHsTAc/te9/iEz+mdPmvF8EWgPxVC+Bbwp4G/LCK/uL0zRFvtuVvaeV752qK/D3wV+HkiENDffbbsbGgfYmB73/P0Xq/h83N7p89aMXzmEu2fNYUQPuw/nwD/A9EEe7wyGfvPJ8+Owx26ia/n7j2HEB6HEFwIwQP/gI1p+0x5vQ5igOfwvd4EhfB5vdNnrRj+KfB1EXkoIikRK/LXnzFPaxKRoUScS0RkCPwbxPLyXwf+fH/Ynwf+ybPh8ArdxNevA3+uj6L/cWC6ZRo/E9rzxffL9v+MiGQi8pBPW7b/+fB0LcQAz9l7vYnPz/Wd/iyiqJ8QYf02Mar6FvC3nzU/e7y9Rozmfhf44Yo/4A7wvwE/AX4TOH4GvP03RHOxI/qMf+EmvohR8/+8f8ffB37hOeD1v+x5+V4/cF/cOv5v97y+AfzpnyGff4roJnwP+E7/79vP23t9Cp+f2zu9zXy8pVu6pSv0rF2JW7qlW3oO6VYx3NIt3dIVulUMt3RLt3SFbhXDLd3SLV2hW8VwS7d0S1foVjHc0i3d0hW6VQy3dEu3dIVuFcMt3dItXaH/F6K0vIcwUq6IAAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"tile, mask = landsatTiler(\"LC08_L1TP_044034_20180601_20180614_01_T1\", x, y, z, bands=(\"4\",\"3\",\"2\"))\n",
"tile = linear_rescale(tile, in_range=[0, 3000]).astype(numpy.uint8)\n",
"imshow(reshape_as_image(tile))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.0"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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