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<h1 class="gh-article-title is-title">Lessons Learned Running Presto at Meta Scale</h1>
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<h4 class="gh-article-author-name"><a href="/author/gitmetaphysical/">Philip Bell</a></h4>
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<time class="gh-article-meta-date" datetime="2023-07-16">16 Jul 2023</time>
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<p><a href="https://prestodb.io/?ref=highscalability.com">Presto</a> is a free, open source SQL query engine. We’ve been using it at Meta for the past ten years, and learned a lot while doing so. Running anything at scale - tools, processes, services - takes problem solving to overcome unexpected challenges. Here are four things we learned while scaling up Presto to Meta scale, and some advice if you’re interested in running your own queries at scale.</p><h1 id="scaling-presto-rapidly-to-meet-growing-demands-what-challenges-did-we-face">Scaling Presto rapidly to meet growing demands: What challenges did we face?</h1><h2 id="deploying-new-presto-releases">Deploying new Presto releases</h2><figure class="kg-card kg-image-card"><img 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u46n1Vz5MiRtzRN62IYxp7OnTtfa7PZwqxWa+aiRYtykdcjJCRkGvKbgaa/x+PpArDGQDHo73K5loK2PsoP5ebm1kI8D/Rui8USvXTp0vW6rt8I2mvhf3E6neOhUFwNHuHgYSxfvnw1ePQC7Vr04SD4t0Kb7YQQM0A/AT4qLS1tjE+RagD6acgjtBWGIBkKWKejR49egPYeQnoAeNlBP7dHjx710K9m4LUXvDPz8/Pt6NfvyItCf+oxD/Dsi35YmR7xdtxnlMWgjTQuV65yIMDKC9/f1evmtRKkfYfjDPrhyvYROTAa6FA2NJVDzOoqFAIBg0BRdhoB07lK3BF9zZo1Bo9uhIeHP4gXfyIUicG43kz4K/GyX7Fz587shg0btofykYDy2sjPhvcgrxvC8cjrizqdoAzURvwhxFsivyPStXbv3p0GuguQBivtU4Rj4DeD5juk1zdo0CAR4f1IJzZq1Ggd4t+jvCn8VuQNR+gGjYVpEO+K+DnguRA+C3E7lKMclPWEX4f05aC5F+21RN0GiH+LPsyGfwVxVnh2gq4p4g3RFoc3g+581MtF/h1QZHojHImy3bt27drA01pbt25VLzsAFcwuNjaW73FxTsuW9bEF8EhPSMj7O7esyyaHXaOUFNgEK6cQUAgoBEoPAWkzUXrsFKcSIiAf5tWqVTPwYjfy8vIsCCMxonEAIxZjoeCwUkPIqw7/ERSCbUg+AJ+L9CUI/4BfBb8E6atQzvEaiPNoyyzE2TGP3ii7C8rCtShbjfQ/4P8G0kPg/0R6LfI1+LcQ5/aikL8GPL5COAzpz+DvRvw6LmeHsk8Q3Aq+zX08hiE9BX43aBsh/BKjLL8gTEb5VnhWcMIR8qjONQjHQoF5F+Eo0LvB503kswLEo07KVUYEhFDPmcooV3VNCoEAQkA9ZCpGGIKH4aFYuND8n5iKWYKXe7bb7d6KKZuXMzMzo7lbeNmHIr8WlIMXoUSwTY0V6e8QNkVZXnZ29rdI80gNT9FkIl5n2bJlmxHnIZmaoPkDdUempqZOR1YE0vlcBvcL4jySsxt02VAuGiLN00B9EG6BYnEf/O8ouwHtvoH8b+HZ6eD/M8KuKDMQZ6VqKfx5SK9C3Tx4s41zEY+C5+kFNhC2If4Z+L6K8P8QfoE6MWibR2EiEI9EqFwlQQBTTHJ0zRlu2eTR9Mvch3dmyEtzqCmmSiJidRkKgYBCQE0zVZA4MAQvW8bUzRxMsazH6Mw7K1eu3MfTL7BH2ZyRkeE599xzd2BKZ+XevXsPYhrnW7z4/4JiMhPxHVAyloN+B+I/YyRnCeiWQUmYtmfPnv3MGDw3gWYRpqsOIqnVrl37IGxe5mMqZw/anIfyHcj/GwrVarR5BMrEAig+7/Xp0+cvKFObkT8DNCsxzbUU+V8yT9OhzenoywzwOhIZGTktNDSUR4F4lOhv8FkO/gcaN278LxSWf2NiYl6C0rUWCtsa9D2lfv36PN01fcWKFb+h3TWwq9mIfq1DO8vR90xMMakpCBPoIA9ZYf996lTnzq0bcEvsNhwOh56ippiCXKqq+woBhYBC4EQEtOOy8LDnNL8EEhMTQ80yrEYKN+P++bwSivP5JeFfHpuUFHJcGitKkJZt8eqSwuUmLUaFbGyzwmmOm/ncZlzcKBvnFW6f+2rSmaHZLzNthv60/nGzHOHxePgVqGjQISBl2WvQoLoJ/RMnJCQkmfewknHQiVJ1WCGgEFAInBoBzV+JODV58FGw4mIqL6wsmQqTL+SXm7k/TfBdnOpxkQiYMu51/pCEXv2HHuzTZ1hzf9kXWUllKgQUAgqBM0RAfSWdIXClXI1HVoyOgwZFRrmsAwWJWrCZ9JhDHkhrGmFNCFxxcbM/XM5xf/pTpU1apjP5m6GZx6HpTHp/GrOMQw/+aYZmERb9cJiI+C0lJTkL2dwvNYXEAFVuZz5TREL/oV9oxAbrmrSfgfB/WTR3OhuTF9BUbijU1SkEFALlhYCcUiivxlQ7JyLAU0TwRt++gxu4nZYFoOAVRZvwErD4v/mhOBRULi5eQICIPw3nnyxdXFnhfJO/f75/3CzX+V0F9QzLpPLy9CNbkb8c16jBH7sIk1iFlQ0BwVOSaWmTXZrQ1oSEhl7rdObnh4SGhTrz8qWhGMqxz9BkNn5XTiGgEFAIlAoCSpkpFRjPnMnPP//MAzCG26o/CxVg/8K505ufObfArckKW+D2TvWsNBGIjl4vlVZB+ndOZ954qLVQZHJdgqy8Eo/M8tJsU/FSCCgEqjYCBYajVRuGCrt6LTo6Wj74MXXTFKMx07gnfka2PBwfzJ4vR7kqhgBWLLlxydqilJ//waznYozOcHKxTCPiK69iqKjLVQgoBMoSAaXMlCW6p8EbGo0L1i4RXGX79iip4CDKYTB7vhzlqiACMGr3jvpq9IOuI4qQYSjIr4KYqEtWCCgEyg4BNc1UdtieFmeMymiwMfBOxbRH1fTTqq6IqwwCUHkdPFqXotvJHrBXvePgDJ3ShpLb2nhevnO/DLmzmb0m6faLEwP2uZNCKeil3QDG+IjwGt1zv5VTCCgEAhuBgH2oBDZsqncKgXJGwCH0uF1kaX6IjGSH5kHrRko5d+E0m+OpJlo6693UhG40aekySuX0xjeG5m/kSIC7pCRh2VxD6GkNsTTP4fvICPA+q+4pBKoyAkqZqcrSV9ce+AhAibFjbViKQ3PjzAqDz61wvCsiVuzNbpHl0mPJoLp5LoFDvjBag+G9gLsg9Epz54QmDIh4Er0LvP4BNx24hdm0TKzA2xdlM9K71Ivc5Bit5QBLVhrJ7hDWFGCvlBpGQzmFQGAioJSZwJSL6lVVR8BPiUnBi3TUuxnVtu4MuejfbLrEsSK7O+VqjUkP925FVLC/c4CCJmAKxmbsgepYxXL6OmfkeH7clf1vuweyljaOpJ+aNnL+Mnk0FB04pdT4MFKBQiAAEVDKTAAKRXWpiiOAkQCMArhToMQkjMtpZDWMeyf/TSMpJ7Ium4hf3kxQjyZuat3Q5WlYQxMhcrEQ9AVYXTFyOPtKqg6cNuMmov55hemZpqhyzvfn40/DZeyK44WKMAWTY0YwCjvWn2Lpwctsqyga2VihPyYdZ/vXNeOFyAuSBf0Bak4cj7rrkNDW77JZlmyzNv1+m9Z07UEaQQdoX9+xWZ+6df2/GB3bKSv75FPASEUUAgqBCkdAKTMVLgLVAYWADwG8+ONGp1nTHJor4RURru/LfmJBphgDJSayV2M3jerpdPeMtdC59XQtPMTGCguvRgzkMY9gEy0rg0auU4jtez1icbqHJi8OrTv/X+uDFJFzR+9Hs1436kZOWnS/lhs3KtWW9m6cG1qcVCCD7UJVfxUClQ0BpcxUNomq6wlOBDCthI6LtMnxrm6PZg08sjNncnpmZLPuDZw08QaXs9d5Vmt0uLXg9yrwCpUelZQ2c/YiZ40EOGKwhqAoatSmsUX6y88XxsJVLveTv1gjF+wOGRvryrka8hm17Lmo3+ldXlkGuSkD4bMXgOKgEDhLBAoejmfJR1VXCCgEzhQBx1w5rUQOol6PZo9fmBvuoBxB7w13Okf0t1liIjR5CrqpwOCFi7eu159pk6pe8Qj44xwdrumDu9tCEjoIz5S5Ts9tP4Y1owhtFuTkWKhpE8BFkJRff7l6q3iuqkQhoBAoSwT4a1A5hYBCoKIQkPYX3hdhwtic5IVZEY7Y8Dzj70eE+z/DQkKgyFgM7D7EL1hWYHT8YjlUruwQ8MeZcWf8WQ4sD5YLy4flxPKSvXBAfixH5RQCCoEKQ0ApMxUGvWq4yiNgGpLeJMK6PZz956KM8CtHtcp1zX00TOvYwmKVL1K8TJUCU3F3iqnYYOm7VChZLiwflhPLi+VGkB8bbCuFpuLkpFpWCChlpmLvAXH06FHfdzYsCTVpN0H5WVnq27ti5VL2rXttLeTUREL93GnLMiJ6Pxqfl//6neHWOtU0zYMdTuSLVN0JZS+LErSAvWikPFguLB+WE8uL5cbykyy8Co16ppYAT0WiEChtBNQPr7QRPT1+WlpamktWEdigy9BkvEtUlJp/Pz0cg4wahqPjvRvI9Xg46+tFh8MHjO2Z55xwc1hoqJU0D6Y1LN4dZILsuip/d1kuLB+WE8uL5cbyYznKq5dy9S6Nr/xoqCtUCAQOAkqZqVhZiD59htXA4Xs2LKUIxULbaHRH23zoUFTFdku1XpYIxI0ivAo10Wds9uNLciKvuqVNnvPJkWEhIb4XpUX9KssS/rPmzfJhhYblxXJj+bEcWZ4sVynfs25FMVAIKAROBwH12DwdtEqRViow4GeEiOGhMfVyMIodh2/1O3r1T9xjc4Y25KaSkpLU93kpYh4IrOJGCVvaZM3V47Hc/gtyQie1jMgVz94Uag2zeV+QSpEJBCmdug+mQsNyY/mxHFmeLFeWL8v51FwUhUJAIVBaCChlprSQPE0+F198sTz3RRie+ahqhX1hpNVqwxJcfcfiedPWMrvk5GR8/ylXaRCAnQy/6GiUiMjKNz4S2Tol/yfEU7e6psupJfVrDCpRmwoNy4/lyPJkubJ8pZy9ewcF1TWpzioEghUB9fisIMk5HA4DXl+UMnMjVq3M0DEZL4SBwRkh5959IzfQcZSrLAjYvTv2Uu9auc+lH45o8uHlLmfnVhacVgAbGfVLDEoxs9xYfixHlifLleXLF2PKOygvTHVaIRBkCKhHaAUKLCUlxYe/mK7rFnJ7PE4saZrBXYqOjlaKTAXKptSbxjLsFKx2GfBYdtcFmdrdg5vkEjbE805FqBVLpQ53uTL0yY/lyXJl+bKcWd5quXa5SkI1VoURUMpMBQq/Tp06UmExDMtMw8PHvNDfC1OmrUaXNCg6chqqArtXbk3b7XbecKzIe5HLTM+4lFunSrUhoTnwAc8sM900kfLD6MnhNldkGJZgI5eX/SoXvAiw/FiOLE+WK8tXyhmX5JByV6ubgle6qufBgoB6jHrntXU7JHZ0V5oW3TBO1GnvXTZb1kLc/Huazu3xF1yvAZetJc3y08LZ3z6SkDQlfBElOZOSyroHXv7715BmXnsKZ43HMvHyOUCP7z//ESgNRs+6z1bIP597ZTodyo1UfFjhQ/w4I2lWEFGf8628hw+WvnvAU0Me8xM+/oJ5mLQm4zILfdvdnz/2SN8/DofPG9XOJd6+K5wsOAfI3Nm3zNpWjMsFAVOOHswT3/lmLk1ea9POr57b749nY+ar4w7KRQSqkSqOQBVVZvClxMtjG+JFykPBAeD6dKFbtJ2UOn8frQyA7pBcdVO2+EhFJjY2NiQ8PPwqIcRfUDxW+V97y5YtQ2NiYq7B6X/nwO8PDQ39csGCBUf9aYqJs7IjR0KKKffPLqxQ+ZeVTjxJWChZ88Q/nD01NSNi+LIH3K74tlYb21roRY5HlU6zikv5ImDKM/Uft6vby1ZbfM2cH1JfiLyMfPIv396o1hQCVQuBqnWeCEZh7Hh/yLnsySQ3qHt9ughdkOZsvt/laet0G81dbq1WviHCoeaIoic+SvkGERgDwWKWHFduFGJxXSxheUIzykfJ9E5xaGFW7bBFNzKwnGpNg2pi/UcPRPwrV2P4LtXO9h6sHJTi6cA8ooKRFTcUlAFQZF5EU6/Cr+rWrVsvt9u9YcWKFftr1apVB/EJAOgO0FyXl5d3EWgu7tKlyw0Wi2VPs2bN5mzZsiUJZTVAs9EwjEa6ru9MTU2dFR8fb0f+YJfL9ZbVau2G8jSUu1EvHjQLwPdq+OkrV67cAp6no/yA/DSc70WWNCmvTfJ2z0U3xeZR59Zh8nfHO/wqV3kQMOXZubXVynL+eA1dJOX+hLZOKTSVR87qSgITgaqhzAihxY0ma5pDc6XgpXzDi3siDx2NGbQ127hszM/ZPSlXa05auEUaLzAi8ozichYY9CfpynuciCdf8uF5HMMN/c7iyqG7slf3iBB/NI7Rf/j28YiFUvnjzvHeGby0uBQcKzI8FYTwV6zcYmVGAgCFoy+Uj0yk9zudTgOKxxHEG0AxqQmFZCmUlFsRvx/etnHjxkkofwTlCzkP8TkIW3Xt2tWC8G7kp9pstidRD+cciWYo18G/JfylyItD2ciOHTsOgEKTDdoyUWjiapCeBpOKXTmekeSOsF7fx+2y6qRGZQB4ZXOszPDoDOSrXd/H6vp4pdW2KydnJK5znHkfVLZrVtejEAgUBCq/MsOH+WmaGy8UV9xj2Q0iiO74bJu4hbLCG1EY0QXnCBrQxEUtGrmNJnU0T7VIjSy2ivhkNo0ENVYvys+hNZdT0MGjhrZhp2HdsCckInmztfuSvdR9yQHXQy3vy049J1x/KyVk8ecYmXHJL8xYOT3H6s9Zuf3795uTLBFQLqTtS/PmzV/y318H+SFQRBoh7I3GRiM+FvHdiPN5OKxYZUA5eRp6SiOPx/MMQvYDkL8FIzTjoSitQvmdqDMBeTwM9iCCDxBOAy8DCk0M0qzMlL7jfWWAGdrRtTHZw1vUxxLe1mpiqfSBDjyOLGeW94IsMRzyfwL3mwsrm/TSHN0MvKtWPVIIVBwClVqZkXYf/AKG6zs297FVRz0PH86JrNa+vofuGZTv6d3BKpo20LXIsBDWXtj7du0srE+UhnLDPEuDD9iUibNQv85QUmAk+9ARQ6zfbohZyz2W8akR8RsP0Eftors/VHvckcfmP639SMmgMk98PsO++EZlnBhFGQIWl+OBLzB9NGfz5s1DkPfT8uXLF0MpwR4sxibEJ0Ip2QU6HsF5Hn4cyHlK6Q+8JLKQjoQ/hLi56+qnSN+POr8g/AH15yPO15YHu5zl4P8l4l3AYwXKWDFiV1jo3tyz+ytHewY9mZtA2db2t/bMp1oxoTq3pJlq3NnxV7UDDAEpV8i3Voyu39ohnx6bbW0v5Q+9Bl2V90OAdVl1RyFQKRCotMqMuW186weOtI3ULV/MzwjrWjvGRT+McDn7dbZaa0SFHrcKhoeH2fEbzVJorSznedwGjDULvYFYN+FC0xVOI59Nb7z8NLl8s8zVmSL6YHZP6lK+/noDGOzgH8dlv5DApWt4EFNCB/ZWunmI4f52novunx3RHtNRP/R8NPvjxZsiRuML02liXMD/NCK8EonJYbeyHNNKSVBEBPDl6aU1sKORIyUYpdkJ5WYkGwJDCXkfCslvCLd37tz5VtBELVmyZAfyRlarVu3wwYMH727btu0R0N+DEZkDWLV02/bt2xswja9bl8N+Rk7iQYF5ETyaRkZGHvSVnQw1H8npB3ZUSYHPcYtBpIdSvw48j4cpJgBe6BZDtnKVAQG+kXzy1fp1sLhortWW484ZhOwFdvxJgVdOIaAQUAiUCIG4UanyC73ro1lDWtyX7aSbhXj+67z8A5mGm0cA2BmGEB4PPEL8P87t2bNXbNq8RWzZuk0czMgA7fEUnMaUhvT+ZZznX8ZpdkuXpYnfZs2Wcf5j1jXpOY/rGYaX3pv28jL5+YcgLOBxrPfH8vz5mG1w3rH4sethvsd4cD+8mMiuHyMT/2z3OK99McdNtwnR9aGsVefcd6ARC4MVmhIJpWgiqUMVXeTVr/zKTE3SDLnIrO+fRzzqY5bxaik/HhxlWn96jks+/vXMPITsuNxsS2aU7I936rDBPVl/0MNC7DtkOFm2fM9VhPPeY3yfHfMV0Y/K3qYpX5Y3y13KX94w5lRyye4eRaUQUAhUYQTMl2vXh7IvanhfvqBRTvHbMme++QDll7R8f5sZfqH3xY6lNS+/xoMVIvHSq0XXPoPEDbfcLtKW/yUpTRq/avLl4J8uHH/lv2+Iq667qXB2Qbowz8LpAsJiIqdLz2wwSiHefe8jkZ/vhYYVnaKcP145WOb132/z8wgmuLEPZu9oeP/BxvJW4ymnM3f+SoK/omEqHDLESAuPpJmKh+5LE0Zm/JUp3qfGf8RN8ua8hISEmoW6qPmUFzO7oB9mvh+vgjKT+JShd/8iSnohqz7dlpUx6g2XcEPfLArjss7j+6M4+XrLzky7Ohnfsr6mYODP8ma5s/zlfcA3je++OOX9owgUAgqB00LgbF5Cp9VQuRDjpcoGl7H3ZXbf79J+3pVDtORezdW9nTWE51Lk8K/5ijxJh/Kd+XTP/Y/QUxOeoKNZR+mLr6ZQXNfOtDp9DcW2b0dHjhyhlHl/0oEDB+j8vn2oRYvmdOjQYfpz4SI6r0MsrVu3nvLzndSvb2+qXr0aYTqDGjaANaDPpa9ZS1COKCYmmvr27kW1atWk32enUHRMFPXoFs9GqrRkWSoZ2Fa0UaOGtGbtP9TpvA60fMVfhKkXat2qJf0xbz7lO53U//y+FBYWRlBOaNHipbT2n3XULb4rde3SmfACo99+nyP7fOjQIVq9eg0NHNifalSvTu9/+Cn93x3j5LzS1SOuoOioKJwNJdeJm92Uoe7DC6woHKZF91wRElqvuivvmi8jGnWtJWbtukl0xpRT3pkaN0IZmYh2O+KaeQVSeosWLR6DATC3bRoYy5A3wvPrGG+MJ5OYdnL5lmHzBnlzmQ62N00wZfUsCGrBz9y6detivHgfQvwyWcn7R/CKKkRZUZHKK2xpbsPS7V+R/y+T+LXJ5exMWm/qZH/TvSM5mtPSmvJtNbo18RjYJE83N1c7WdXSLDNlyveUy+2mgwczYPDtJEzt4f6Lwb0ZgfsNABQh+5P1w6RnvsqdiADLmeXdrYlhTF4WVkNzulqDag/57osTa6gchYBC4GwQqDzKjHelgLvjgyLSI3K++TczjObf7WFFRi6D5Weu+WI+FWB48VG1atEUFRUp/b1330mffvMTpfwxj9pDmblzzEPUqmUzSujZjVr2uYx2pM3Am0ujSy4aSiNvvYP69upBt936ID3y2P/Rc0875MsiOweaFdwsKBeDLryAXn/zHSgsaXT32GcoffFM2n9gP1048DpyurZJ25ye3bvR9z/8JF86iYMvpCcmPE27du+hqb8vokdvv572HzxILz47iTB9hXoD6NXX36ZlaX/RXbffSnc/+AQ9P/Ex6pXQk26930H942OpW1xnuu/xN+g/1y2gl557irKzs6ltXFsKhyJUktcRzsGUy04Zw6svsIUdOJqff/eMyDbd6+e+v5To+iQ8pL3qxanQPVZu904HTYBy+CZy62Fl0dObN2+eBAWnCWxpnkG6J16a18E/j5dmZ4T1ENaCfJ6EsnIl0q2QfgshH+yXCz+XuaPsXeStAY9x4HEFlLrGoMvhZd0o5lGpJVBakhD/GfmPgnY14nMQ/x94j4EytA48RiHvU6T3Iv4U4tOhLL2OkB1DZio4MqPwH3Mp7p4c0YWsFmrZWLAyVq7KDK5LKsbc0XlQvqf+NI0+/3kOHVwPidE5dP3Nw+gCe1+6aNgQql2r1nEKDdctqM9vZjjgIEP+fXB885attG37v/gddKew0FDQAxggc7K6/mXAW/Iz8/zb4Di3w47p2B+jOwa/WcZ0hek5j51Zz5/WW1J2f00sWjbWPZC/vifH2QWtzTPvi7JrWXFWCFRNBEowThEcwNjxrOWeRlmyJ6YfiWj6/nCXs09Hq00+VFDie26W+GJ8tqJsoCoVit7dOmGkw6CNGzfRF59MxohKArVr2xbfWrn048/TyRbiNc247qor6D+33Egzfv2Snn9mAmVBaQhBGT/sMdpP4556id5+5z26+/9Gy/IdGKVZuHCxVISIdtHOHTtpx787ZD8v6G8nGLrK+I3XXU2vv/w8ZWxMpbp1a9MLz0ykMfc9TKtWp1MmRooeeXAsDR5op/bt2lHPuI70CpQb7nt826bU8bx2dO+YO2nRrE/o/XfekA/3YUMH0z9pa+iKyy+FwhYlXwT8sD+Z43cZj26xu+2i0NAb2uR6lh4Nv67f49lDk7HDLflslbwUp/7Lxw3w6Aja3QjqTTDW5T1l2Ci3PkYObkLYAS+iQ/CsqIwA3WSEdigiFyO8CemmKLse8XUIv0LI005YfS8Vo+d5QzwoIC+hbDfymEcHvPDqszxQtxPSDeFj4V14OfNqqKXws+GfRV4k/G3Ij0fYHt7U1Y69SZFZnEsjbAYAhzN6mvMauUY1T45tcXzONB/XLBUAfsG/9b/JZMcI3msvP0dXXNCTXn71DXpywh00ZfZiuvnG6+m2O++jPXv3SnquZ9ZlhQVYSMWF4+yYnxnHNCUNsA+AMbO3DBO4xdZlnuxMfhwWbsvkKwnxh9PsmZbbNevqsJ72LzN5F5VX+FpM3uUVSrlD/vI+QKPmfVFe7at2FAJVBYHKMTKDXVZT+HyjcblNFh427ujTwEkjBtjktfEz9HRXjvAoi81bXSoy2LyN3pk6m6a81keOaLDexFM/MBCmr75+mlq1bkV5uXnynjnnHGkXSzVq1JBpp9MlH/YYIcBUkJOWrdpGTzzkpQlB3rDLh9LOXbvkVNR9Dz1Gi5YslcrP6DvvldNQOTneLVBq1KiONwGzbEnNmzWTvKtVi5EKS25OLtVr3YH+3bGLfpk+HVNinejiYYOJ+30UZe3atvHRV5OhE/3Iz8NOeZZamA7Ll6MzsqAEfxhLPlQvFOg+ekWI+AxjIvtzaCyqTqfJ8S58B4PitPfKqY+XThRGRFhpuAXx7XgxNccLzIkX2CwodKtxLSzPc+EzfflOxOfCLwQNj6KwUkJQXngEZh0UuTfB703wgcmymIeiaISpCAeiPsd5E741SH+L8D8I18Oz/VNrhDyMthn5XI/7thZ8d9u9m/zJFVHIP7lrGCenxbbnGq0It0JUtO8ulDI8edXSKEWf5cufR+7uvnM09b3gInI8/iDZ+/WVigC3cVXS5XTjqHvphymf0VWXX0JXX3WlVDBYKThy5Cit37ABU6kHCcdNULOmTejccxvLuocOH6YVK/6m1L9W0WUjrsH05mI51XpOI+99nZ2dg+nOf6Ag7aMI1OVpUfN3sXHTJjoInphOpNq1eRYQKvzu3bRz5y45XdoGvyVWNtmtW7+BMtEW/754apTv1X8whbsXfC2YJmuM31or8Iac6MjRo7Rhw0YZb92qlRxRNTHYjtGjPXv2UHX8Jrkv5eJ8cpZyh/y3Z+M+YOe7L8qlD6oRhUAVQsD7SRXkF2yP9b7mrYbnGsqLCH9kkOaKDscZAXjp4rl8+g4PoiNHsigPL3ysbKI33nqHaOff0p6lXr164GdQn14JdOvNI+k82LI0b9aUdIu3IbZbYbc6PR1/z5EPVTdOxMZW/HKU5fpL+tL0Gb9Jmq3bttO077+kJk2ayPTVV15G73/yNX321bd40Vwm89jOgR2PCvHDmWij5OXN80i7GbZ92Lt+Px7ULfClfQP17NGdmkHh4VGdrJw8Xz28oX1TXeaXNHnWIY8HLE7Pmcph+yYWy7jueWLtEVufIY4jfSSXUWmsdJTIwf5HziPgupahwhL071/E/0T8PV/edryoti9atCgD6anwA1EWjpD3j3kZnt9Mu5F+gfN79+4djZBthe5GcBh174f/AfH58Cvgv0I6AyF2AdG/RL3q8HXhv4SyyZvofYby1vB3Ix4JnwvlhhUg7hNhFEn2l+N+ThoS+wyRj6kqvqMfDjmpySXQIWPCvSOHxwj8OJRyFP2WSgdPbX7zLV8+0Y3XJdEA+/kyH+a+8p5o364tffb+69LOavilFxWMumzDfXnNjaNgexVHiUNukqM6TZqcS7/OnCV5rcZo4AUD7PIjgRUX+/n96NvvvO3wtNPo/7tP1r142I2SrnHjDrQA9mTs5s1fSD179qA/5ktIZd4XXyVTd9iKdcRviZUadqycXHvLXdQD97IT9mc5ubn04KNPUOdOHWnwoCtp4AA7seLz8SefS3rIjB4eNwmKfBdKTVsu8/iPG8Zez7/8muSzciXPJh6bjpKJMvpjypnlzvLn+0A2Je8LtaqpjGBXbBUCwY6A9+Fw7r1Z8+gBIfZkeHjX1WJXLXFZUQ4vLpn90quvQ2uoL667aZRo3aWf6DPwEvHngkUFVT757AtRq1V3cdud94r67RIERlYEHsIiqlmceOCRx8V/7hjDWoeAzYusg2F+cevou2QcIzqic8KFIunam0X7bv3FxKefF7m5ubLMiRVGt991n+jQvb84fPiwzFvx19+S1959+wReHDI+87ffZdnj4yeJh8c+KeNz5v4htHO7iDvufkBQtVgsB0+Vq6yaduorpv7ws6SBoiXr89JzfHGLyOZxou+g4WL37j2y3Lx+mTjFH3Px08JVGObB6qaejxydxHeR/fRXNp1S3eTl1TDOHQf/VXzXrg5u5yTulPxOUvdkReb7yZ/mhDxWauLi3pUrrAChjf5zdOONLxnC5fauuy9uJd0p4D6tYlOOO3BP8r1G1ET8vXKV5IERq5Py4rqPPu6Q9wmv6uPVbqlpKwTVP0+cE5sg7xtmMBNbDVCd9uLyq0aKlavSBaY65YqpRx4bL+t+8ukXsi4M0oV90CXIayrv3/XrN8jy5158VfYjKytL/hZGXHeLoHM6F2xhsHHTZtBFi0fHjZd0H4MfgMf9fb/AyJDYim0TLhx2uczDaI2k+emX6TLN/TYxwAeDaNKhlzh/0KWCf0PszDKZKKM/ppxZ7ix/vg+mT98QKm8eHK/iu4k4NL0vSwZmnklnlpn5ZppDM8+ftqg8f1r/+iquEKgUCFiD/ir4wYAN18a+eaTWs8sp9q44N9WqxuaqcP4/7xJcKH/dsbtp5HXEK3zYxNMWYqNqGPngUQ489+Qw9sjrr6WBFwzAyhA2wp0gy3koO2tLGt14/SfUsGEDevyRBzDiwrMiMJgdcSVdeflwGecpn/m/fU87MCUUHhFO5zY+R/LkQl69tGPXHrrzlmthgOydEmL6HbCjqYkhch7+37FzJ8VE8w78RGPuur2gbn97P9q3fBbt2rWbJo4fKw06+Qt84YwpcgqL6TueF4upqJ2YAqsuh/I3L55Bh7EKi1dTsTOvXyZK+KdZQ+gOmC3YlW/tIqukTKCkpCmW2Ng1/GI5pXM4oADZU+R9WKdOHQED4AJlJDo6WrBdDaZ4nFASXjCMiOqpK+bvx/pWPTY22Qp6g+vgWASN6S6++GIP2JE9JcXKRyVwuRlyOY8EFebPHeQysy3/kMvYyT54ecsbhPscG5tuTU9PdvbqP/RSXGhvHOz1xZ9zf/kbfcVU22hZ77n/ZcIYyRoeHeUdKZGZ5fjHgxHBf/dnUHiTGhQdHSVb5nuIR/tS/phPWRj90JBm2yqW/eALB8rVTQ/ccxfdf8//YfoxXN4n7dq1oRsSe9FnH02nDKyK4/ulCaacaP8alCfIkUleFbUB9mTPv5tM3foNob5Y5cfTRTx6ct3VV1DKbz/J1XjxWGnXpuv5MH5fLtvdt/8AJX/5Ef08bQbVqV0DKwIXS4N2vueBPFbldZL9HpY4GEbyBzDta6PqmF6tjt9Hdxi1z5r2PYyQt8t2unbuRG3Be9pvc+nGG66lOnVqy+ngbasX0t23vk5169QpR/S9TbF9T3QUBvQ8elhW9Zbee3uCfDJJxauYDhX32ykqv6R53JSk5S0HkpNjEXcUNdJYTJdUtkIgsBEIfmVmBPEDwpORF1oPS4Gqtahr4KA3KxQPfjmfGfi1ahbekuSY4aOp0PBSa//l1pzPzo1NXrm+yYPza9bEpLnPcZoNbtu2ZdMMPF189diQt//lt1CXVo3pyiu8U0z4gpRKFC/PNl2jht4416tTu7bMNnnwihT27DhPBwANfEvCOR0RESG9Wc4P9zN9wJvY1ojWtCvQ5HdbXG3RBt6JmpwX862cln051Z+UlIJl2EzqvwS7oKpXSSAoMuwcBmbxnN74sb+gkYkUiOtY7rGYr7xI/seoiomBt8OvyGwfenTj8PCoh3Jzsu+HYrMaEzjfeazVZiyd9XVqZNNqHlqWzfrDaSvWfk2dcdRqgV1JnRr019/b5VQNM2KlxY2NkB9+8jn6a6F3utNsACM5clqUbWR++322nK7ZsXOPVKL37AP0FkxbZnltuNh+BZZT8neWh62HWJnhZd90MJOqR0fSrXfcC5stNp63UKavzspVq6kPDOevvOgCenrik5Txxsu0efMW2Xw8pod4q4MJL71DT457hLb/u0PmmzYuvMXB/D8XEkZIadOWbbLs0OFMGfL1sOPfyegbR9B9UMQ2bR4rlZmFi5bIsvP79JYh/6a8ApHJMv/DvxNdx7NBeEJ+m/JNUzS41mzUAaU8PSldPqWwDQDfs/wQ4b2SpNITC4UDNL572YG9lQpomY7zC2jZPD2ZvNsXJBH2WkpCKZwfX91ut+spKXYjOdmB3wAqoH34In8rsrL6oxAIIgSCX5nxgZ3r0ngIV8fz+6wdv/jZm45fAOYDkONchMFqs1iW8dcqpnpg6HiOzOc9XrDqRr48TH7Mw1v/RP4N6ten6V+8LQ0U+cHNdZjevy4z5ocx82DPIy/8+OOvP6bjMtOZ/fWn9+cl6/voTX5m3ZKEaF46m4Uskay/uI42OX/QdQt7nT9Ix0sPnTsznaHYtnHJQA36GVZNHbvMYsnLvAD9QRvYF43qQZEBAEJYLLZOVputE/b4ndirX+8Vs75+5iWy3A+ly0tc5n0q1EB1GM3Gd2pHfy36XS6hbtOmtdx7iI3Rf/jqPawYthCPjNx1/zh5r/Iy/VzYdt0y+m6a8sWHdO8Dj9L114zASI6L3v/oc6iZ+6QROzfjvb9cEoTjr86NERkb3Qibr5joaFmXV/K5PfeSqYh3x+gMu80woGdD+m59h1D9+vXkvb911QK55HvTps1EdTsUjG6On/gsPTPpSbrimhvphmuSMNoRTVO+myr58P1rugH9+8koptUwWtOafvo1hS6+/NqCjwd/WrNOWYb4zcF2Dz9Od2ad7eveW5NgH7oib/aIwSswrjXTvvQHqOdt0f3QXgOGOhbOmf5Rr/7DbtuxP/sJ9Cl3R/+lf8HEfQT3L8G+9K2dByiR473sw95bmDLt6Z7nJw7ZeSD7f8jKF3axK7ZO0uA6+/cbOyhrFu3XGiHfBn53LZw7bVrv/omP5gvtjl79l+QJkbjKedR6fVqaA4buSqFhTJULfgRK4dUfGCCEWJ389mQd49iT7Qy75v9y5+cQKwHszAchPzs133JUswkebeGpHnasQLAiYzp/fpxXOM38a9fGqAo8O04fawuvCr+HtamkSBrmZS6SAY0/nWSEPyY9pwu3619m0pc0ZEi4W5gZM1y8kYo1cndoSOgrbmd2bY3CoImVlFPJ6QpemmXAu+S9AKWB/zhyC/3JxMjM8JCQ0GasvGJaJw9TNilCC5+l5y6Yc27jFw7RLgO/MdxD5ajQsJz5/ojANGZCj25Yjk948f9AXTH6Uds3pdjk3HPlJbshwCPZuZSd55T3yjYoGKzIXDjsSjlCwlOSmZlH6PlX3gJ9tJzm4YrMH2bNUqE2Vx/V5BV3MTXocGYWXTR0CKZKvdOhTO/vWKlit3DRYvp97p80Yrh8R3tXPEW2oZm/YVQIK6Xuv+kSOZ30L0ZpvvxhJjVs252enfgE9nhqIet/h32Y2PHoj+l4Wuuq62+luX8skIb1K5fMpvs//VyOhvr/rkz6cgilBg6V/3BotQ4PHs2atTWs/n+yeGQEj5CXsPgvGj8jC+Je62TNmI0F6XuALv+0Dpv9wy3/gUcT0wG8ZtHEJs7HBlp/uSz63brQDU0XuemxsW5yOESvAYmTwDfc0AwdX3fQm9hZf9Q1A20YmFPUPw6J9nyDzIuhzLAg+ZnJoXIKAYVAhSHg2x78sXezG9CNWVlj35fH30AHOXsHpeQ4JoXTxxUigRda4awSp5k31z9VG4UZHt/DwqVllzbPn8F5V86mjwtRbUxOSoXdAxXYcG974lWYXkrFF/dovES8b1lff57/UUTTLdm7xkzGuVi4PVgahW6pMhOQeS/Chkqc1+MCvKjqittuHyPYUJyNcNloduqPP0sDXnRXnD/4MhiiY2UaDNQ53X/IcGk0fBQGumykjlXxokXH3mL2nBTZZ67PRvJDLhkh/vp7pcDKP2nweycboKP+Z198JbACSbCx+cSnnhO9L7hYYCpV1s3IOCSGJ10vElGXItuIOSl/yHw2cB915z2i34WXCGvjTuK773+U+ZhyEl17XyiadkgQs2bPke188tmXaKeOaNS2u/j8y68lHZRJGX73/Q+yD1dcfSPmeNsLLPH2lZ/571MyOI0/ppxZ7ix/ujlnB6qz0sDwcOiLywz5x+/4jGOZ3tgJtA4Hj6iUzBXm28Oe2DOh/9CsXoMG1WUOhctLxlVRKQQCC4HgH5nxLYF9ZnTkbutdWRu/22rr9HC28FSP1Kzm6MGZQs5fuGzUyPvAdO3cWe77ggeSHOEwQ+bNcXY80gFlRC6BjoANAS+B5rQ5IuIfN+vIir4/TMfOnzfXMUdQ/OvzZnw8XRAKI8sXXv6vtNHhpeJMw47rMB/23jjnetNmO5zjH+d0SZ28ZHR35z6Dtu6zUFwN4y+2WLHfNDfs6KqvMErmtV8pKb9gpGNj4fz8qJ8WLUrmr1zTabFJDlt6ssNZXd/tIS0mLzsbIyUslhK/fkxWZx56ZW5Im6lvPn6bHhv/FL33zuvSH8fV1pKgrMjN88LCQmG83pCuHvkf+vrT96nTr0tAuhu7Vf+PvpnyKl014gq51HrW7Ll0Qf/zsdv1ZfTpB/+jX3+aQpOeeZEeH/sg3XP37bR2w2a64bpr6MWeA2ll2nZMQa6nV197Uxrpcts82nNebFua5HgcKRu1xBEd7HgkqW2bVjT57ddk2rQrY9u0y4ZhF+zHHqYLsV8ObwOEVU70629f0ZBBA+n6a6+W9z23ya4Hds/G6iVKWbqK7rn5EmmgzPnm74jj5eVY7ix/shjOFz5cwFbYWeSAIuMgg5UINl7nvhyzZXHoMIiXdwobt/uO1BD+tHa73YAyw3cUbwtQMCyV4j2eg5BX8FxHnkfygPKTuGSJbcaMGfk2t5Zh2MRW1FdOIaAQCCQEzOXAvR7JeZmXCS9Y5ZKnJ7rP8EMMCgF0ACG/LC+/6kb5lYfVFjLP/OKVCfwxac30+g0bxSPjHGayyLBwnSKJu4aPTAAAQABJREFUTpHJy8I3b9kiqVatXiN4KWtx7mTtnaysOH6c74PIeP3bPA9jPvDJ7Ev5njAP+gyk+6Mc+qLFxY2yUcHXsvkFjpZHZf1z5XPYsCa//JZm+8vNlC82wRMwhhXfTf1RfPb5V2JK8ndiLkZEsC9MAbl5b8OOBsv5fxIfffK5gCGwvMexI7ZImTdf1jOXQu/bv1/wcugvvvwGy7NXF/CBIbCY/utM8eHHn4kvv/pGLPcd0soEZhs8AjTl2+8EjvcQ2BCxoC4+HjAiM1VMm/GrwL5DBfk8QsQ8P/rkM/Hjz9MKyhYvXSb7xKNDpsOeTNgiYZz83c6YOUtmm+2aNGUdmiMzLHeWP98Hx+5Dv/vjWGa5xRITE0N72oc0VSMy5Qa5aqgcEPAOBZRDQ2XaBHYAJmynbx+XHZ9y0LLs1jYGvXtP+Bkf7IcXgPyK44Mdn5j4PF06bJBcSvq/N18h3rWXN9L76ptv5fJtXi3E5y0dOZIpNwp75PGJtHHLv3TbyKto1G23SMPL5G+nymWl7dq0puHDL5Z2ANOm/yonqXnJNy+THXn9NXKVyfsffyoPj7xoWKJcjcQrOH7AmTqh+GpOuvxS6oLlp+++9wHd/sR/6fYrB+IYg3vlcm0+foFtdrBvB45XmIZjDtZiOXc1uuTiYfjabS1HmHglCNfHi0IaZ153zVVypRUe7Kc1QsODPzq+HXdnGJ6GT5Oltjt3w119Ijs4RmhOTMHrOHiSvxqrijN/Q97huYKr5hcWbJbvykppVSPy/D8fMDx1q+kW2NrIzeYKyMohYt7PJ2vKpCnpvWDSF+Z5svpmmRmWtG5J6U063jTv4uvuoHPr1cSmlJ97tynw/aYLt1lWaVPO+zINT5+XdcuGQ9l/0JtRdu8U02nvkF2a3eT7tdC9WprsFS+FQMUgIIczK6bpUmw1mTDsKvSUpyNTu1XzTP1gVTjNTvWu1+QX7+k6c+pl+q+zaMjA8+naq0fQhx/MLFhGymch3X/vXfJMJOadihOwX3v7Q3mEQRscQFkLSkSfPr1oH5azNu19KfH277x1/MdffkfPPPeS7M7q9LU4ciCRMjIy5HLXtm3a0x9/LqBWLZrTpVBAdmOLd3yN0qTnX6MR2BmYV4DwSdjMi0/mpr3boLz0gdFwbfro06/o9zl/SL6vvPYWXX/PU9jX5hJphMz71GRmZhLsIeiWm24gbHZGHVF/zF13yL09uBK/BErqmNQ3G0Yf/eryULZOsdHaf1mRkaMyVUuRkfAxhCfg5yA5/B8bKtZtOIi5hSzfGqwTKU+oWtoZ5pQjKyDsWd7+cU6bUzB875vl/iF3279OYZ5cxq6o+v5lhWnMspLm+/eJ2+L6vE8OuwXYowabTtI1t46hPeuW0vix90lFxv/6JGF5/PHJmeXO8uf7QDbruy/KowsntOEdORQ8KtPLPvTrPn2GyT0jMGVVOd4DJ1ywyqhKCFSSm1jDfgzeeeZwm/uR2lE5rsGfGyFb9xgeXlSEhSYldvzg44fkYSgAz78/hfhMGn57XzmiN/a4WCj52LBxF9XoULBiqQ6vRKpZDRuTRcst2WtgFQdvFb912zaiHSvogfvulorIC5MeoxdxYvXBjEPSbuCq626GknMF7BWuA183XYPN9W679SbZBm9+F40VUs9OGCvPpMnHlu7sDmGTOx5d4Q3FevXsKfcF4Q3RmjZpLI8mGP/44zQ3+W2Kj+tKd9x+m6yzZu06nK8TJuM3XHsVXYzTvSc89Zw8pJIzzReZJDjJH34+m8rMr0tdznGzQ0O6xOSk/vF05NtcLW2yd4+Zk7CoOkW7vAae1UP0bbwjzr7DZ6BVlyJafE+znNkXjnPa35nl/iFT+NdnerPczDd5mPlmyOWFXXFlp8o3yzlkx7zNlYPYSZt+X7CcLkvsT3NT5tHQIYMKN1vuaSl3yF/eB9y6774o946gwaR07z41QCwKd6c93yrkjsTpvvyK6JNqUyFQWgic+JQpLc7lzcfR3x2HU5vnPVVtQ7MwMZo3+BrxZj7tPmgYUqHBu4RfxKdyrMywW7PmH8ranEqvvPUBDbviBvpr7SaaPnOO/BK08DlMh1YXPET5fBpWeNjxA5X32WCHeXpf6H2RwRJHpg3k87RQ7drezfm8dOdKA0g+HJKoAU7ZDqP0NWuhlGAzMew0LNtEicD4NZ8ZxY53ePWG3q9t7xdqOJv5ynxuRy6fxdert41ackdjLmQF7PhXmKxS7B/54Q22/F5K/cftSvxAC2lZPcfp0TzXy0reYwy8DRfLpQoVNPQKoXYo/UVOQZt2GgWGmlUIhXK5VFOxGXhBf1q1cCY9+5RDnifFjZsfJ+XSkSIakXKH/OV9wOW++6II0nLLwjOEf/rqfiw3xFVD5YFA5VFmgFYaTm1OmiIsy16I+qhnaM6EZVnhlsRX8sXmXR4P6x+sb2DzhmKd/3D0N99+T2Pue5imfPouff/FezT183doKk4XXp2+Rk4nMRMYUMpD+iZ/miztWziPT/P99MN3YCNzUK4M4bw5c1PkSM8nn3+DU4ZvkDuT8qnE+/cf4GKpIOFcXfnglRlYQWLB3hlbtmyVyX68e6lPEeIpLsO3Yd+69RtluYEN6ngvkJiYaLr+5mvpvQ8/x+hPBvGqExzZJ1dzeJWZgwVtbP93J+XJXVwli2L/cLOMGSsxjN/s5W5nt/8KW/VIQTE2ccnKF2LW+aaXvJpVsZyqXIG802Ii9bVkzc37ezt2AoEUixikqHLAlNUFs1LDI5A8UmNOX5mKTlm1WRxfljPLm+XO8pf3gZf4JE+g4riVTr5vN2DCMs89hiYm5oe4jzJnM790WlFcFAIVg0ClUmYYwuQRXvuZxc9FOnqG5zj+zgu3tHjWY/ltqcvFRnms1LDjkQaffuDN8PvL27Jv2roDSz5HyI3seHffDrHtyTHpWWzxvkIqDdjbgv5zy0RpgzL2vtHUonkzySEBp/wmXnqVnMapW7eOnMf/6LNvoGTcLhUJPsuJXc1aNSi2fVsZD8POq0Mvu6Zg2P4i7FjKw+dsd4OD9eiW28egzRh6DUtkv07+Xpa99sbbNPjSOwmrp7BsvCPF+DYoe2r8Y1imXZ2uGTmKPvzkK2xA9nvBkQaXJI3EBmPeVZsNG9Yv2F1VdqLQH8aGMWIFhjE7irMw35ya7xz4pjWkRYTL3dzqTFz+fNRMVmQwveQqVF0lHd6Rmc8eCt9ii6S107bbsDmdd1vk4u47BdrZI8AfJP4fJWfP8fQ5mPJlebPcWf58H0hOvvvi9LmWSg38qkmfP3/G/sVzZryx8rff+GwK/MJ9Q7ml0oRiohBQCJQeAticig2CmWH8w1k3nHMPtji9RYi738p1r9ni5nWgmPE55nivO9PzkkonlqHmYAMxXuLJ3o013pzPy1NzcrAbuM8dOZIlY8yMNxwzN5LjDcSysay0YHkm0rw0FrutSnoPCvKdLrnRGOe4wN9b39teLui5LXZO0PFmYuy4enaO94Rt7tfRrGxZl3mxZ76SDmUYqZH8ZQb+4HBBwXy5HlPBBgflTsnTvHYZelmY1USu0/DMSXM6+43PFXSbEJ0fylpz3iNZ5zG2VXQZNl96iZzdMVdqjt0fzn6DRguxfL1LrkFmnJWrvAiY8mV5s9yl/HHHmPdDiW6esiFixQUfScNq4EiE6xMSksJ9zcj8smlScVUIlA8ClW5kRsKGPeYd+ALiKafUF6I+qx7i6hBfO+fXN1aFWdq/YLE9NDlPW5TudmbmCGnUwkPCpueRCBumeMKxFJrPPGLP9iqcz9umh4dLmznZTDQO1GPHTwLecMx7soDA4ZAhFIHD+rgOf/SEIc1GuhZJgJUjKAixWSUdk1jB31vf2x7Te7doF9gYzyptaZgPV4/wGfJyv6KwMR/XZV7sma+kQxlPOXE/OM2Oz+FhvlyPqdiuJzTUJnma1y5DFKKG2JNhuH9Z6HJd94pLH/CWzTZvv2Ek1M5+6a85/3Ra9XzUKjUiI2E9xR+7LI8OoZlsBLx0rbSbwWmcp6imioMaAZ98hZQ35C7lL6/IXqHXhX1l5PMeB2w0wq4BL7tDs6txh8z8Cu2calwhcJYIFOwUeZZ8ArC6JjDl5JEv3Re1TehgIjZ2G7Y7WzzwUqqt/0tLrSHxjQRd2iqf4lvo7ob1dKpbXaPIMLxp5DFHAgrC8boeviXldXrn4Y/fTZeLvPnepa1M6Juv12DTAkaagTQfKy15nMirgF4Ok3vJCvPiNk26Y+2bw9rHt899lRci22MV5VhdpJDAYA76qAvDLegIBl527Tdo215DW7SeLK9uCLFSBrodlpPTo457Ss1w64szHKFrmBlvUpjiUFNLPmCLDVLSvZpk+7p582YfFDunrgpvdP0g4cE9ViH7zRTbUVVQagiY+8tk5wlj6ip8/YRl72xfN3/ebLRg3g+l1tjZMBJFn05/NixVXYVARSJQiZUZL6zSnoM31Ysl8btDm4bcaYOeyOmR48wd8ecBY1jqVmpDv0di+AMl2Gy8G8JIDL5Us2lUB3F+OB37kD4W8+b6p/3FeCyfFQjY6+IgOPw77pP8GI1/C14uxZUVzvdPF26/cNmJ6R1ZGuVibOpAjkZr8lCeCeWFrV/07JxGMe4VrRpqP5BN/zbFEb6VuUslZjx5UjS1BJvxOKXjjRyh+L0xRjsS93D2rzO36rdimlN0a4efnVfXPCULRRBkCPjkumaLR8zcaqW4mtqvb4ypdcT3AVChRvKxsbF8PAJ+3wbmqrW/NT1f2boF2e2luls8AoXfcMVTVoYSGKvSZGzowjuzwmF0Qr/h+ezz9mZbuuzL8XTc5tJaHnaL6jgHzoYtziLJI6DeYDfbM0FJGBgWseAo5dxoEnn1cWruTtJCckh4LDi1VrZfbpAW9eLk/lm1QxiawaHXWnZ9XRxuFkYra4Vqq5rU1Za/dVf4NrN/PF2XvAYoOJQSY2JS4pCXrAO3Syce6fvjtvB5j/f2GJNuDj1+yK/EzBRhsCDwxEf5xlMLLPqlTXL7/fhkzHzy3QfB0n/VT4VAsCFwJq/pYLvGQv3FHgtJpNtjScNUSbFfSu+mCtvuJftDs6INUQ8c9vq4cNzfcX7hvOwa9cThjX+F/Pe+LocHX/5/N+Rl7/qkQbtLmn/16k3/jnljY2Ro9WhP4Tr+PE8W92+vuD5x/ZPRmWUP3lAvh6e+im5PaHYHWVIwOIWXcYUtJy26b8GW6z3aoN392YvW5kX03PCYx92ykcXKq8XYTkm5yoGAKc+NOz3uVs9YrO3CchavfSUyAZ9NeM4W9zsr/2u34yDKHIul2tLZfQ8RyQMry78TqkWFgEKglBHAqAPb1fAwcBJPR5WSg4YgFcVefbrc0Ms+cEUpsS0jNkLja+dNB+UKJd9KsDJqrMqx5XuLL9r+RM7VNEqIp7/Ic2FUsGC1G8eVC34EzNWLLF+Ws5Q3y90n/4q+8c2DJXv3H9IGxxks79s3sQ73ycyv6P6p9hUCZ4NApbeZOSU4IzRPGvaF89LhCwqTyTRhAhSR8UTpyRrFJhUzcnFyzv23fhxCH9+cRyEtrDC1lUpS3Kh3bWmHRhlsv3Py2uVZOgEfZ4S5dI0x8OFQnu1X/rZSYGcEjCllUsTX7R/IfnTcnxGdruxruFo31m28ISHv46NccCNgynH9v4Zr3J+htvbROX+nTIr8mq/KlH/gXKHNKjRPHWfhFQ6B00HVE4XAaSOglJnjIMNQsBxPYWXD4S2BvdyZuP2xSXJqRjOysIrJayOTNnk0lIXRBp0hzzPpR8nqOEpGpqjODAGeypP2Wpqrfphnwpps+v5/05z6y7djt1ooMt5VZmfGWtWqeARYfixH/sGzXEmEkZQzd43lznZpyikEFAJlioD6JixTeJm538yVw1HmrakGAhQB3iUZ03dzno6Z2i0m59f/Lg2zzE1zyZccr5hTLngRMOXH8mS5snxZzixvCqDdsc1jCyJt+VuxUcPVWTVDYTOjjjMI3jtP9dwfATUy44+GiisEyhKBdO+4n0u4x9SNyVk98HNLyM6mhtGwlq6b0xRl2bziXfoImHLbhQNtB35u2CBXbN/kHiNb8sm79Fs9Y46sNmu/eY8xWODjwmPRSp0+Y0hVxUBBQI3MBIokVD8qPwKwS2ID679erLahZTjdR+5QevJzpycfmxbKaQr1Sgmqe4BHZFhuLD+WI8uT5crylYb0Xju0ALomBz/vRcKAixol9B/6StzAgbwDMK5C5gdQP1VXFAKnj4BSZk4fs7Ot4bXKOVsuqn5QIpCGfY4cmH5Y+Fzk272jcpI/WB1me+cnVz5fDB9XwfYXygU+Aiwnlhc7lh/LkeXJcmX5spy9pYHzNykp3dtjt1ETket1d0g4964gP3C6qnqiEDhtBJQyc9qQnXWF0npd8YPJ9zg96z4pBuWGgCYcvrYW7Nk3skvNnPR7fwkJ/ep3J07xgUAhUdMGw0emggBDgOVjbubNcmP5sRxZntxVh+xv4OwrI7tz4p/Seg6dyFnlKAQqAAGlzJQn6I6CPR1YCWHsz1QZ4Xr8MGLvzwP7xST5WRyjVLnAQ4A3IeS9Rz5ulvdvDg3qVDtnz7WfhoR87VNo+IufN2BTLvAQkBvj+X5xLC+WG8uP5cjylHIN0E0mYQAsFRg91HoQkU/0cJHDCCcnx8r8wENb9UghoBCocARiY5P4yGrqbR92Y+/+Q//meFGKRlF5IPVXUEylh/M4LhXQuLi4iJYtWxYc4V2Ij0lbZJvgoVwAIBDrSJf3SOwDR9t3fDD7EN0oxHu/5Oe5De8Gcm6P2lgvULbS4w3xWB7sWD4sJ5YXy43lx7eTKc8AuLVO1gX/ZwvTFU6frK4qUwgoBKoaAkUpM4xB165dL4Mishz+OT8FRCoo8fHxdpS/wXQovxZpGed0YYfyiaC9ifMRt3HYsWPHuogncbyQk/wL5alkICCAXZe5G/XuO9y800PZm+lWIR6cnJt/8IjHp9II4fG9ROWbVP0pdwT88We5sHxYTiwvlpu8jXxyDIRb6iR9kIoLjjOI6tVvaL/YJO8HF+iVQnMS0FRRcCCgXnLlLyc+n3si/G0bN27sA+Xj8S5dutTnbhiGUQNnJbXmOJ7YjeDro/xa+P/Cf9K9e/dmUHASocS8C5ILdTikh4LuJ/BItFqt1yL/U+S1Ac3DqPMFwo7IM/wUJySVCxgEJse7eOXL3lerb96emd+lZ+3sWS/9FRbS/9k8bXG6m/ehEfL8JkwE8BSHMhAuH8kxznKqD6Hv/CzB8mC5sHxYTiwvlptcuQQ5lk/PzrwVPAPk895JkU2x/dWXURn5NZibmX/mnFVNhUDFI6CUmXKUAR/wtnz58i+gfHSGT16xYsUfCP9wOp1HuBu+Qx/lPDbi+5CVCW+H3w6f6na7J0DhecBisXyJ8m2IW9gjngG95h74o4gnI68RwjvAOxqh3PNi//796usLIAaiS/NuqGc9NLlm5uLnowb1jMlxrMzSKeEVq+3xj/KMTTsNF76dpVIjDU99L1p+2RZ45PELWPnTw4CNeQsw9OHJlmiMs1RigDvjz3JgebBcWD4sJ5YX28hI+QXijVVMn8wdyYspVtkKgaBEQCkz5Si2lJQUN0ZL/ocmH4Wi8Unnzp2rQ9k4HBYWJs09Ed+Fsr7I74Xy0fDrkD4AXx3xeihnpYUPKWwIhaU+4qy03IVyPH7pXHirjy4c+QdQ/iPypsIT2pZtcFy5AESAT3D3HXS6+LnICX0i8+O71M6d9/SSMEvL53TbEx/nUeo/bldWrjBMxYZftgUeL19+ASt/ehiwsXUBhj48GV/GmfFm3Bl/lgPLg+XC8pF3EMuL5RYkLjbWNPR1ufHE2B3idKlnQpDITnXz1AioHYBPjVGpUkDJ2AGGkxFeAT8Fykd/pD+Az0lNTV0KZedRjLyMQ3ppWlrai0i/hngt0G7BCM4ETCW1RflNSC/2eDwzobDkg8dupJchvRLpuqDPRN4LyBsI/w7SPJSsYTUDR5ULVAR4kzUcdBo3Os3653PVcf4pnd9/XPalu3Pp4acWhPZ66k+Lzd7EoIvbOKlDM904p65u1I7WyGrT5As5BGHgOaHBeNai63yQaeAtV8Z2vXJkxo3wwFFBu/YJWrnFY/15nU1L2WbVWTtsG5OzsEE1emHu05H8cUB8unzau3FulAXVwawOh0MqLw1rR2/cv991Ycr8H+SIMJ4LQXUdgXePqx4FAgKB+PQLBFzOug9sAJyenuzk1Ux4ht+/YO70Tmy3cpIHB8uCR1iOc7B5eQEKygIoOvwgLZLmuApFJ3gETn2FFY1NYOby0m0Hn2LuVQAGP5HbN9NlXLs4k4ZQFjUlHaZX0eg61rOdg63P6sKMuEmk91L4JgqUH7bX9kQYUGZ0HjUKBOePz7Zson2wdtmRi57lwfMkrweRSGNLz2o0s5pN/3LmpPD53n4LDTIJqtEYb7/VX4VA5UdAjcyUo4x5P4ekJGKFhp+npuLCj3hWNGTaDrsaTAl5EFo4zM/PfxyeacwpQflK8I20gF9SwSsCfJkPpzlf90srRQagBJWT0xcYpYFxMNtk+F6o8zHipl829p+Bh3LIvj+kRWSG23XOgUyK2GGIiOUuqg7pQ9YFt0QFXjJe/JrVTa7MmtG525odjWi2jqzR2STc2AcpEEZo8HMT+E3Z6HCYruXUt1BOzTDaV78apdWJpr97d9q1cszQVnJnZgbRKwfs6htE00qFhY+RGZ1HZ3oNSGxBhvY/tyX/mqWzZx88xUdWYTYqrRAISASUMlOeYnFggyqHVDhMRYZb94+zbQvPwWu+kNLT0+XOsJznTwtFBUl54q0M/f5Ifig3h46P4+9Hp6IBj4AmsC0+xg2gGCSR3jQyxYZpw7zeXXAkUCiJNYvpHv9LwJylBevyBWRfodoMXo5i8uQ0y+jR8a6kpDZtMjL2/hMS0f7OGT8vnOOYMiVkfFKSOxD6iF+QNgJTRTwgs8fn1/gA/YZDHh1Lx+8zmYxgM/L1XcZxAZ4l3vvCwHZ5mjhPeELltgDHEamEQiBIEVDKTGAKzl8BMV9M/nkB2WseVcKqKR0PTV6melx/zTLuePv27T1+ytapruVkU2Q6+Oqm4ncyRmb7derUMUpC78crAPDHSEYyeZraSduKjhk1kq6Bpcdwu+Pb8SnjMRU1YQKmPxwGv5j9+l3RUTkamJy8bl2vC5K+yT2ScZQ75Bgxwumo6J6d0L7QHA58QGD08+gu0tIa4t7lKb4gHoU54RJPzDDv6xNLVI5CIAgRUMpM+QvtuJd8CZo/XfoSsCwbEn8lwTd0zX3nl1rBSBO3DGWHAz56Qecl46gnX8JQOCxQNnhkwcP1mchUenz8ZL4vTyo5qMv8pVLD9MyrEF/uwwkKj4+f7BvXgxN+7Rsc50zwk6tVmN7XV65zHC2nmbaMHXAid2JiYmhmXlaCxWqLdqVcEk+Onxfb7Q5LCuafaEJAzC+dAMNCh3Y1Z2LAxpIcWy5YndCHYjPGoz94rUOZgQyDZ2VSsddzkgL8bvjeJd1NO4VV3GPNj8rktJnPceUUAgoBhcBxCBS5AzDmrI8jqmQJGCuPwOqrJ7CBXx3z0lgJ4DjKBqPsGYRPYel5Z7O8mLAAJ9R5rlu3bvWZzuRlhihrC/8Iigroi+Any9DuRaD9L8LLi6ApNgsbEI5EvR7FEngLyvwrl0eWuKmE/onn9x4wTPS78FLRq//Q5zkP/Qvo6YLeF17SEP0P474qV+EIFP6tlPm9W+FXrDpQJRBQIzNVQsxld5GsWPBICfSTVmjlYvjWsOtohvT9WIXVFmWLuXXk3Y9gIwYQ5iN/ZqdOnbpimXk00n1h4PwJlptX5x2MEa5etmzZ71CI4kEXi3qDsafONigV81F/LcJrsNng94jzJv+fIuS9e14B3W2gM7Ap4QdQWC5EfkNsMjhr5cqVO5DmpewTkPccwtfAg/fpWYS28hBilY0Wg9Vii8HnNsTnhoaG7kKfhqNsH9qohn7ko6w26o9AXjLOxMrYvHnzVUhHYLn8d6tWrTqEOL8UymyE5ujRo76XjjZM1y3/z953ANhRHGl3T3pxc9DuKicEShZIBiSBvQKMEdg+g3/pfPbZxgnO2ZgswDw5EJyw+W1zxudzts9a/4cNNgIRtAQhkoSQtAoop83h7b44sf+vZt5brTJCK+2uNC29nZmeme6e6qrq6uqqambbFCoEnk2M3QoXflrWO6n1o/zjTb3tEZa13BRhiof0VB5fjrcw//l+gQD1iXPxxfMrYIb98QLN/uWyZcvgz+VOBlytTb/U4hfiQ2AAIHCwlD4ATfCrHMoQIEGGBqg1a9ZsGT9+/LX4FhrQn1RVdTIEg7k4z6cOnNgQDGqQvxmCywhc/xLnX0TQwJ9qmkYBAClY4L0QZN6L576Pc4qZY+EYxe+uHTt2XA5h4svYBoK8TIgxkyMtBQWkZyfg/Q9DcPkYjrfgR0sbJGSQIPU5/BZj0H8Iz92I33twfSPi8kzB+aV45JN47y4cr0f5v4YgcxXySVAiAWYe8mbj+Qdw/hm065dbtmz5AM4fxDOT8Z1lOKdE7TkpibxQSGCZPXs2nLDZJ9AWhKMRQlXU6RfUXnERVQphazBPTAIQGX1ec1Kw4+0XCjp1+8DivAo4dEeXoZBzvxuD6u2X4j/pQ2BwQsBnMIOzX4ZSq8gF3MZS0EhoK96DMfZ5NH4BtCsvYQD+EQk69DHIj4CBEr59GL9X8aP1+vHI/0/8VuL3fvxIExKEwEDlaNCy/AjHcvz+iWebcIzhHgkVlATK24gjaXsmIf8hnC/H8f047sbvPmhlaNZJaReeeQ+d4J1aHDL4xfEsaWVKIaxgqwDpPJyvwO+/cU1CA6pf/UccyZ6H2kCapzocX8JxA47fwbOz8Dsf1yd1QMh7oTjh4rGQmLZblrkTVSZwXI9odNQuVlBQcNK0QlT+CSa0bTDZJp/g1wzx1xHxB/2BSNJ+8iFwGkHAF2ZOo84ciE+BsOJqJLCkQ7O8b2NwJy3G8xBuLoO243YSdKhdyOuCJuQ3EHBIUCHNSAjHP+B4CW5vxY80NsNwXIUfuaOvxvtLcMxiKWc3nn0C5++Kx+OP4ZhPBoQQ0tL8GPd/huN78SMBiKIi92pKsJy0GNcTUV4DjmOSyeSXIbA8j99XUOd78aP6SaiagB9pgbbhmrx1KaVxn4SX3+P8IhybUGchzs/GL4t7J12IyMMwZGfeemn543Pxad9B3TtwPu2lZx//Nc4PMLDG9WBIvXCRJXGVZGgkBPrGpgPYM3X57QwkAc8y6amAxd04Ovu3ORjAxvlV+xDwITA4IXCGGQC7QjEZqUKIGUc9AgYZzdmZuB00d+7cAsqjC9jTFE+fPt2NVwvbmbN6jVtnzy6l+3gP4W0ZJ20P7FMCeLYSeY/gd3vuvkpHKi+39MLwbFW+TCof9zR6Jq8ZonMIM79CGS/iV03XF1xwwTBqF66pPqp3FH60tCRNmzatJJdXRG2gc7w/gZ7P5Y/Pl4PrXsGJ7p2s1Aun2iu/NHvelW/m6jkldffLN53mBvD9AqOTX8jB+HLw9clvgV+DDwEfAkMHAmeYMEMd01fL1/f8YGbZ997b6lASVCBIkLHrYVNfgaXvef7hvnkQQK6CsDMmf6/P8VjtOvg78q8e6738cyd87BVm5s2/a868+aSpOkBYO+EK+reAXnjNmXfVr2ZfNv9cKp7sf/q3Gr+044UAuffPrn3/hDw+He/7/vM+BAYjBAaz0eBghNcQa9OpHTgWLGjwYrHU1joLGhpcWxnawgFAQ0wZL/oolkwoRouCn0O2IBS7JX9+OODCDkeC/Q0t+TyRHwhjMe/J/WVOQZltihejxtsyApoZkX+uri7m1pmLYUP2N4zaQNdeSbT8QWXUu3n0LrXN237CazflIeaMFwcH57X19e6gXF9fS7YHp2CAjrG2tgq3Hi5ge8SFu0SQb//gPooPc1siD7Q3AEP6Bt9eYwA6jIR6WrLsSknjJJk/Yqga2ZG15vMHoEl+lT4EfAgMdggMqGYGs9++2ojBDqu32b7+Ehj6q5y32ez+fCzmtn32e4eaZubKbdgP6HKCxGmIl/3ZwSe1rDzs59ReNRWavX0XXPohslHz++SkQt0v/FRBwNfMnCpIn7J6MOAhtD3t3ETMa/v2EgyAZFM7tBN56yDWiqvtOZEv6a9yTqQN7/TdgoJ6kXIuH84k/kU4wP+CyiHNFQ6D0VWoV+slMemajJTdSe2FZsDXyhAgBjDZNoIryTyFMEu9fTSAzfGr9iHQLxDwhZl+AeMgKYTsESDIvPs9l49UJeW3+9pTY7XCVJqzYScsBAz0F5J7U6DQtdM9oab0Vzkn1Ih39LJguuCOKrExEGRe1BMt36ViVq36IASZwS2svrj8H56xcg4/39Hn+y+dMATyXnGlUbYtYbAPKIbRSYX6AuYJg9YvYBBAwBdmBkEn9FsTIMhQWaosL8WUq10I6dOy7KgW8rh98l2I++07/IIOAwEO93bsli2JHS8+8/hbuQdgZOv1+WFeGOgsMgB2Z/5Y0vgFogI99FIstobsnvDztTMD1zt86dKlZG/VB4e8fhq4Jvk1+xA4cQj4wsyJw3BQlJAfJC6svWIMRJcaR9IvfeWZZ1oGReP8RvQ3BPKeQkNkmYBfzbnzdwBhjW8A3N+ocDzlkc1VzJlzyZWjsS3ptwJC+1p9/d/i0Oa6Gt3jKcl/1ofAYIOAL8wMth55h+3JR4nlTA3ChKJLEiG3b8kNM5PJDEabinf4pWf2a/ldxYcUFEjkyotfQ6rhp1djyfuvjozpHF4A4fKKFDPAK2BbR557p9en+l9zBkLAF2ZOs06XuIlJlyTjnztrj0ajFtTKvjBzmvXzEPucnzlC3U5t9lzZ64dY80+v5goHO4HI/l5Zp1ev+l/jCzM+DvgQ8CFwMiDQuwT2Uv3ji6kC8q5DzB9fsD4Z0H4bZeYNfXnQahGWen9EpJL0GvJ7++ptFOM/4kNgUELAF2YGZbf4jfIhMOQh0GsAPHfelT/lTPolBs0387ZdQ/7rhuYHkNAivbRsWSuOP8h9AvWTb5CdA4Z/GLoQ8IWZodt3fst9CAwJCGAE/Vc09HH83vQNgAe0y1zBpbb2w8UG0y8TevyfK1eupB3kewXPAW2dX7kPgROAgBtR9ATe91/1IeBDwIfA0SEgyPWXAgT4aSAhgGU+l98bzBwBP/+fWoGSImpPPn8g2+bX7UPgRCHgCzMnCkH/fR8CPgSOBYFf2LK8gx6qx55cx3rYv38KICAYogArtOzkJx8CpwUEfGHmtOhG/yN8CAw6CPQOlDAAvuvlp/+5kexlENPEF2YGqKtos1SqWjAri4WljYLJvrpsgPrCr7b/IeDbzPQ/TP0SfQj4EOgDgdnzrrhUsfhaCDNtyPbtM/rA5lSeAv6uILmy/smtqPfSfN0wzPY9zPLA8I9DFgK+ZmbIdp3fcB8CgxoCJLS4CZ5Mv3dUNosufPsMDyYD+Zc0ZHPnfqgAbejto4Fsj1+3D4H+gIAvzPQHFP0yfAj4EDgKBISGfcJcXtPW1uYPoEeB1Mm8RUIMlf/0069OcDTr6Ysvnl9O1xT/h45+8iEwlCHgCzNDuff8tvsQGAIQwBaZD3Nm7aSm+gbAA9dh+S1PhCqrkCiHGxr2YPeTD4HTBAK+zcxp0pH+Z/gQGGQQ6DUAXrH88UXUNtIM4OcbAA9wRwnhQL4UvoZsgPvBr75/IeALM/0LT780HwI+BA6CwNxLr7rYZNoGCDIduEWDaK+gc9Cj/uVJhEDvdgamvEsEnE+Uamacqsvnn8Sq/aJ9CJx0CPjCzEkHsV+BD4EzEgK9Qgs2NvyLyrOfBRSWkgGw7z0zYPhAQiRfseLRBI7P5lrR208D1iq/Yh8C/QABf820H4DoF+FDwIfAUSFgOw73tTFHBdEpuUn8Xsyd+76a2bVX3nvB/PmFdI0FQH8cOCXg9ys5mRDwkfhkQtcv24eADwGCQLPMpKwPioGFALRirp2MI6tlnLPPORkephYtWNDg5g9s6/zafQicGAT8ZaYTg5//tg8BHwKHh0CvJkaPyu8dFwzq9Ji/xHR4YJ3KXC6Rlkz4htinEuh+XScdAr5m5qSD2K/Ah8CZDYFVjz2W9oWYgceBujpvOwObOTD8FX9xFIN2zGZ1uW0OBr6Ffgt8CLxzCPiamXcOO/9NHwI+BI4MgV7D0rnzrnzKZiL28vKlKyhAmy/YHBloJ/eO6xbPX6lfuhf1fDVXF4fPvK+lObmA90s/BRDwhZlTAGS/Ch8CZzIEsKYxU2JSMcHAjwA8oJjgCpgzP/jBsJYSU3taQmsaGuoMtKhX8BzQ1vmV+xA4AQj4y0wnADz/VR8CPgTeFgS2SYKn6MmKiopeW5q39ab/UL9BgNziqbBgko3ljvPXaJVeQtf5fDr3kw+BoQoBXzMzVHvOb7cPgcENgV6hxQ6KS7VMMk3N9ZeYBkOnQRnDZX9paTB0hd+GfoOAL8z0Gyj9gnwI+BDoC4Ha2lolkUjwV5Yu7UE+nzlzprpq1Sqz7zP++YBBwHfHHjDQ+xWfDAj4y0wnA6p+mT4EfAjw+vp6i4SXOfOuenpO7ZXvonMyAPZBMzAQyGvFVKFvE0J+f8juoe0l/O0MBqY7/Fr7GQK+ZqafAeoX50PgDIeAZ0wai/E5z78yD9FMEGVWjOCcf+jCeVcGYAC8Kgcf3+h0YBCFhEwKYLjJ74eB6QC/1pMDAV8zc3LgerRSffXu0aDj3xvyEKDdsV13X8G+FgiGHoEwU66o6mKEaruDtDXu/SH/lUPwA6hf0BkX1l4xZk7t/D9fdNFVZAAs/P4Ygn3pN/kQCPjCzCEg6aeMyV45gole4WVBgxs2vNcwsp9q8ovxITCYICAee6zRXUqC8PIn2yITGV7kOA42ARJ/pIbm7vt0cIp7Lcd/GHekAsb5JboiAtSEBo8vneLW+NX5EOhfCPjCTP/Cs7e04PYSl1lztn+DPaxZkwdBr3DT+7B/4kPgNILAqg/W2PQ5lqzW27bdJUmSYltWl8A15efv07mfBgwCvonBgIHer/hkQMAXZk4GVFFmdlyXK7RAorHxcwUbqHN9QeYkwdsvdhBBABFlydD3lWcebYEs/6SqQQEgiSfp2jUA9iPODkhn5SZTzFGVVjCkH0RYJEkNQb7LnwakUX6lPgT6CQK+MNNPgOwtxluXZoVt2XFYl34JzDyGe2PhzbF22XOvXo1z4Xt09ELLPzlNIZCP9Cts/ih9Yv6Yzz9NP3uwfxYJLRIJlSuXP35vfX0dCTM0wfJjzgz2nvPbd0wInC6qRs4E6HTxMZZwYqQh2b/sc0zovJMHYjF3ltPTFtxeVJkapSjqcAt2A5IiTzOFueXYRcLGJnaM77gb3+HqeE7ytxy7sf4TQw0CAvh1CugEMWYcGPtCLSm/nM1mmulIoMrnnzjYfDp5BzB0BZfa2g8XZ7lxOc9GHlu5so42m6R8l2+9gzJPw1eAWwSNU0AnJx94b5dO/LHk5PfFsWqIiePULlHnHu87x2rEgfcpWBjlzKm96r6LL/uQuOjSDwhoZp7NPUWMwxVFctfegQYZ+h1Pcr/Deyev7Zk774pJc+ZduXPu+z5UQ0Xl84+nWP/Z0xACx43zJ0wnLi7PnHmdOnve/E/SMQfV48Pxg7vCpZF3QicHF3TmXed5wez3XDkNPKLt3bVXVhEU8vlnHkQO/uJ3gPPvhG8fXO3JuD5uekcj3sk7J6Pt77DMoa+ZiXGoSAUP35KuTlvqMObYcDfkISbZMhMyyddQi4gksyUEiEo3sR/zODQfyCeGeJKlUclZBieOW2VFYbbjPEV9BEFHJvfUA/sLbeG5tnxRRFlEr0bby6GbL0RLaRDAPn3MZo7IIr875NitmZJgI4vxPuXUHVikf+VDoC8EXDpBxtdT1UwFndg5OmG2sp9O5CSTnQ5maP1BJ+5Mf9Wqh8md6Xd9muLm97k+jtM+dPIVUci0RA2aX8ZkKQq61xCin2PBxGaKyMD6OM641cJ+FGoEbfnLKH2gzCXwGiFMSVZOoC/6FHjanAIuNDbEhMIy2RpmyJVYgStm3A4yIBk+k1zyDCbLCdBPG5PjTcAtd8+xUzKevG04k1CWw/kbe8oZD1QxIZXCfDOCabQCWqEJhYW8FM67mCqa2Q8KWnvfedv1DK4Hh7wwU3RDalY3N2dmbVmGbNINv0OsA8sZ5kgZCDFcZk7AFsowWXLOsqVQmN2Q6axQ7Gfbvs+bjwsBSQLPqx0bDqNZoX6dQkISUv1i+sO6y6IvFrUntzm2PZ4L/ph775A/KBcNHxPrKt6ZCF/CuF7jCS1ONx4FoYAxKwpYNAYd5kSYJFXqEp/FErqk3JhZf/UFj62oW7gQ3iML8Lgv0BwCXj/DhYB6c3KGaSsXSJzJ3BY9tpASLm7JUhb4RsK0xoSDyQCfKCl6xPl6puucsPPsxnt40wnTyZR6zhpq9w+ceTo5ruVSj05mxnrKV/UolzJJr2BOMM1ki7ZKSDEupfEdWH7lNHMowNhTLQnpAucmU6g3GqvMH2qvnemoMGXKFAFjX4CH6+CW2yxbuF5nZzpc8vi9YImQ61ZmL2I9+lSJc9uRMJ44LAkhmSaRGPwxQZZZgNnmSCZxYHFxiN2g755b1fPsils50dPbnCDjOaKGo44n4OVTFng049LJ2514e20YfVNm7C5Hfq8knIjDMCY6DHRiZSCIpTCGQK6B8M+kUlmWRwvHKXBuyGQLOH8h8aPgW2//OwYX5pCENvQSqcMgeY4Bg253lIujqnis+b7grmNpWiZ8RQQSgezcTodPml4Y+O2qGE+7Szt5rUhfSFAdjUBdSl1AhTp+XIQ/Yf7jga1Lr9RnX7LwL1zos19a/vdRueIJ5jnG7iEeBa36buLWTxRyJz4mGn7KbVfu4SMdKm5OVqW49qFCyX6r+b5QPatdrrD6eRYtMwkmPckVZc6Kpx5tJBUyGNhxtf1Idfr5QwwCOTopvV2fnDHFZWWK/vje+wq3HYtOpsSEtiudnQvefPacysDvlt1Ms88jMOoTpBO2QMisBHpHStCzHH526NWNwUZb9mr2U5bMd6dCTc+x2FiKZHu0xKtvzIyKc/5BzqWX0t/XVruq9Pys9Whv+vfOHAjQRBVjQPCWzDzV5hMrufm3baSpOEaq+GJrtDtS9P6IcAJdPwj96aiP9+I5AmB3zTzu8cTVFkHHCBqhscM5LJ3kvmN6LFG5Jal+VJOkl7pnqW+whccYu9C2ynGpqd2WUhuRnf/X+b3wXpYPfHnUjxpcN4emZibmAdFS5KKkwZQQk0vYF7q7WbvoOaLQAUGmsSBdGjDkkMlZsFtLRlBKOicd7xcuYhBgGoAwMRcBDlRPQ3JnL3RGwqHSqCPpQYRqV/G0gMxsSU4gm86wZG0ZS9dj+YcEGWplsHXJ74yis7fS+ewFL4VW1s0hgzsvUa0QbR5jdwdNpkd0xjPbM9lydoNoYw/w/c/ln6cjDR4dLGo7yVJMqZUw4wgXj1TflvsG98r/40OgDwSkooyw1SwLFbEbekrYXsw4jyScQ5BpSLFS4FUo7bAgS7l0knJZaO/UB8z/KHRCM9xnXmCRjJIpEIFQQDi6RydmwJSktJ5m4URtuD5TH5tn5dqxX9gmpj8FVBGDYJNfBs7RibkvHk6wUCho8yDrHlYGWugAnR5eoCE6iccLbUUuztiOUsx5kbttdx+onKmnNHl66qnVkRUrHiVvJp9v5PAaa/lFQHQlLWll7CtY0n+QJUjIOSyeXNcYToQKyoCkWkbwaAyCdmwhx3bkfYR+T5tPE2ISPgjH9+M5Lmb+Qqhbd7CoYWSijhzCMqmuoDccLgtTloKZqMGSLVGWwbv0fh+TArxMS2GT8XRfQcXT9AhVVgsyDkNABDvKXtXL2HWiiz3Mabn30ETlJFixYHKBzplWIsveeMLuxrOxQ58fxDlDV5gBnIGDTpEkEt22mMBCwTlsZNZgN2WwDijpUAl6ggitEYIxS9wMp7OSHZV5ZxET6SSUggckYqLE4GNYS0Qqui1eotuBqUKSZ5gOmwz99Rj+mjHCCURL0o4ZRh0InkGrWC6u4x3TYAGefj7ldPObjX1cOLuZpK7flGnZXdK95q9sxZWsV5AhBCLkzBFRE2tiBVJJNoKimk12mQRByflGJg11IDRHNsqW6VskPK+xZDYiqTzYzeTOQkmkYSbgIXntBo6VLT/5EDgEAhYznXJZSmRNMRbr5xfKo03DvkkHnbD9dCJh4UE4YSmhh4muhMQ7ohx0cnBpB9HJKNBJF49MNWxxLkjhHEuIsY+8Zg63NFHCOGRty6QgM6ATKsi0mKNByDcyz6fmxPnN+j4g9U4Q6KYQt9eEw+a6xhhv710tpclDH2Ydx8JrRBYZS3AVY8Z8qUdXnRvzdEI2AO7ATFqegJzIRrCsHEjYVls558mssA6cmBz8XWfAdV5L+9RzL090NPlPF188/4oXXljals8/A0Bw9E8UwiqTpVSrLWZIqn6JczMEGqITspMhgcQBB5ZtFeJGGMtQYVNIaazNZgISnutNOeGHeDx3ebPLn8sXieqMqb8LRcwwOD8LK7tj3thqVjsOL4Kra5gJE0WBTsjqywQucyubBv1JKdEpbtb3orAdEnc2RGXnDcUMrW+J9drqSGxBHWd1ZGrgJclmIiCzlM5hJ2MHrpEKdeF434H5LwQqCV8kYRqOyQpoKArCkAxTtJYoPJHEu/lyhtpxaAozOSgbMI6dVsH3vnhL4An29a7ioBIsKXCc4kJVCUHKVix0msmEEc+KZLGw4nsfCDUvhwh69R3ZT75l5EQJWo9syAkyKLfk1uz8Hlv6tx5LzBOqNgIrpIzEIZKpaYWZzKpUoKewTCzQu2vO1PlhSVYjlspKHIkNB5pMRomE/qxJqWZNwcpG+Sb95ZAi/89/nyf/78KFQPIFSyA80RMMq1mMjZaZdP35oWcWXcM7Rt0sqhrNZEmlIheoggMvsXrLFCvtGNlOR+7WgoGuxL28Y+b307PXtEnDqAw/+RA4EgR6DFV9T7Hd/PxdgUfZdZ1F0cJQqcblorBqhTWmKhbJAcI2uh07Cbv5ro43Xmn58fJaft9d2U+aKe4tAZHgTdoOb4bJqhZl53eY/GN7LVaLIGwjWBj3c3RiHZZOYDUGOuGyEjFh0p6jkymwQsDyPWM6lDc9SalJvcV4rlAWf+m4N/A3V5Ah4YkYfC6VguVfdYn2xM/n8VTNDemaOL6jXNhY7ucazH8lA5SZkZW0YbF4dzobzzxU3HXRt7OXPxXHRMBPOQioCmf2MENTvb714eJCQAcOXV7FNv7tG4FXC2A4a9hacalkFYUlLciZpdgSc6DV17uF1FMmafGdsLu86Fepmk1bpfc3bOgDRI9OrK88LgK/f8FcmLT4gg7TmiO0QJmLhTQ20BgCrIbgAc4OerAxZaZRBoyeY+UAdpJRE/QEihsFupphUk/hOR36eokZW9WbjacrNP7Hxu/yF13h363TE0SSFpNHRERqWyz4v+xaESwqylZi0Cou5FJE0zARQMLkw+wWTpqrcldXY3dH9++rUufHMh97tRs2Z0M0Dc2GxzxowyyWW3qOSf24JA7xmH6s7TCdkZ9hNqzcowmnQmEaUIbSYogeddwad2d2YpMuPRSX1EsFMWYo5aSs2R01WYPD2frhsrO10+K7AtxpObfYSVimkuWasEgKhtZGUSUzsKGHR/dYTuWYAB/ZZLLxwM7JacGmWwG1xtbka7Akds0nXjNXj7kl/aWd3wu/7KoKXU1QNbOELrdkU25/EJGgBc17qX2HSe76FfJNG6gINy33kXooj/zkQ+BwEID6w3I8JsYeLsV6LCPj8qOm9Vuxbw+H5pEWYynRshK0iUQnzbr08xahXga/uxydWPGIJRqAgA3VCt8SN53diiw1z4iIBHQ8ukcnEJdsU0UrtHVxuwBWiJXlshjVaEvjwYKngEdPtQNataOxj3bq7KPBm40VVarx5Z338DV5OokEoPNPcbmtrYuGA7H3gfA+HPflaRvnh03QyahQDh1ezX7YN07vTDgkSBBRNce2PB54en/u2/46GTqLbJoMYxlL/LCwHYd2WL8fNuUV+yIpKRgA5KrSrR4sSfiGwD/8TvOSXy43f5INqFMhmkAKgdCiG81Bg6/XONtQqbCtu3WxZ6QmtU2MiCRsFQxh6xBtNNiuc9WQzcCKDruoRBZVAUkejUnDRORPSQs+xQlrExyZTWhOif+I3KIvGVtkfnX9HbwlTyca1DgoyRvbf8OzXYztRgt243jUZNqywmSacwzN5H3w0Gw702RmvNzlnFt5hzmn1cluYR2b4+zhWYdnWjeIUHWYVX7+EWNWtyNCZxU4Nsy2waS5dc0Dqep/7uNP6RF1NE9ZrMJmf62QnCXlAfvl578b3kOPbaY/uXQkISN/f2P+BMfLYYzVpDuz2tLSR9ps9nE9rJ63O82enhNLXvRSDIwaaTYcsF9JSPy/VmmXV9yZfbktG2hk34c9z+HWa0n1vpoV1kjm2OfbnRnDVL69T3X+qQ+BQyBQppjGSwlpXMXtmYszprU52RM98hr6DXtCxeHyyv/6pTETDDFydlnO4wV0cvEDovqNJuOJdFgdx1Mmq3bEX0sUtqS8GHRyp0cnW/rUfqSBIP9IZ/4Ex9pYsqrNcs7vTPMFLTb/aDaszm3J8CfPvyd78auLuEuqYe44TRmm/eO1yBVFt2Vf6w4GmrG0nzksnUDNX5BIFIeDwQnLe5yzizX2etytb3GfWs+s0/x2BpKt7HRk49/Kg9wd3/L5ZxY0Dv3agCL0J+L8vJq7jFSjqe5k58EDqM8yZ+8bni1MpFzXa5bvleaEoVApq8I6QU5z+a6YedGGpHjCDKuqmrZ6qmzxx1Lu/L2w1Fz9wqICd66dx30aV/qOLb115E76CuoC9V5wV3ZMwhYXtWfFx9u49v5UUFu4r5uPhJ3apXULPTtLjWWt7clgWSFWGUwlsDbTw9rZ/+UQpw6TYCNXbqTLTEue+kZaVNVozKCVgqGYhqYwEwOo8YPWjZXKPG4ZTnXYUWfohdN1+2bYF9pY48zbzJAtANR2AWZG2rO2PUxFvBnB0g50injdTdvalc/rEW00Sxk7hinWvzbfF3ntAO0OSdtklEjW5JQ8i3Kc1EP3UivYhlx+/j6DxXrNTCA3t5bFXKv4x/Hw42fdlv3uloz5Zyeint9msK8h79P4MaOH8Qi3zRJJyrTq0tww10PpWxAD4KY0FE2YUbq2ANDAwGZGft0MBWwnlJKcjiqJd2PG7WlkfJsZAqWfDgOBtM34MIl1C1uqgKPyNLUoa5g3wxaA6ATrDW7ciV46EREjK+ywyjpgqZXuzi/Hotz2LuNzyaA2jqfN7RMD1r+99d3wqwcILEejE7ddtV7r+tLJZfDswIBRH4uSNpK2Pnj0XXfp970JOsmE1WmdGfEF5N1AL5rQzARlpodwSsvAgbSu6reCTr6hZ6F7328zQ3QC2zIDNpCqabXWgEd0mnktxN0oKUbFnYmJeAWH4S8pFp7JAYB4msdDchln6oGWO4fLUhwGVmeFHX22/prI2jelYbcoH2gzc1M2BKOZcMYR6VJFpE3BQh3N0LfkvOTihnODGdZUJWMuPz9q/vuKWKTRnRHnAUv2NI2rAPeZXk7f8cTNqfXy83RC9+GUgqVUtJDtyP1+P+L27JV7U9If4gF19tZNJsXm+B29mIHFTVRhSTJR0HX9A8EQE9lbXHrXQevQPyH+GrRJoJmACjpJCFmGsNWiylJPj71/XKSyhlIamsJMDsJkMzO5QoHNjPpEbUwUb8/qpRWSjdkYD9/RxVQAAEAASURBVO3JcqUE6+sRiesdGT2lBeSuN98KNT98z1blxl+P+MRGI+oJJihLU3gZWDoCcHA5RcaFB6Q+arc80pEVuZtqvUPvtXfpIimQDzwCdeSEDdzaBWNkhKlSTdSlchhI5hINCKVQDX56ul4f+1hh+8xFqepu3SypCAaitmQHdoNVTwyqlgGcbMtmekoKeNeqWGH77AfSs19r8m1m8nD0j4eHQMbmyoXFrHk5bGZm3tpZlFRDpQUWLw5HrNDuFFcLFC4KFdsAU0syy4lfE36lmS2olH7753GfsGGtmC9VUXgpqcthfatkaenmgPQ26OSA5+kCzLyOjgfSSbuB+SSokpTuigLH7Vxqz3JeGpCcqy5Rl/0MNjMz7kjXQEYpLo3Y0R6Laz0Wk0YGhZW2lUzC4fEAy3atu6+4a/692cuXth/c3nypZ9SRlqQdig7umOYNToh9+5WlSxF/JIb8GNlsnNEJ8bvUOcPYpjrYzFA8o66UVlIecIoCkhTYkrUUaC2cgMT0dlNKFCpWfNU9kaZLYTPzBmxmWE4lSdqT8XeZhTSeQLxROxXpQDoh7Q2NDVNyggxBvHf8qN0P/w31cMOuPaqQaWLpGMQpYZkL4WNYWf5lG3a9NbCZeSsW/Nu1MRF8JREfJgfCRYUBO9JmcFWBFFOpMbPb1jM6l7tUPd6+9gdVqdmwmVnp28zkwXiKjrFcPa7NjLfGWR9DZF/YzOzu04Sdfc7zp8kbhGY5uhLRUnlzcKbbCHgE5LMldVRSqCuit+qPQG5dUhB2VjbdwXe7s1eX6eZLefvHEd8Rw5Mp491Zi12tG/zjiL4KMxfX1ACxO7xUnmzhHXKxDK2MK1wSkeBO09b8AzjStPXglNZ9m5mDYeJfHwYCksLTjuMy1VX3l5K9DP2OmNbizrXv3QEPaFl2NDdaqPus4cAGhnBX0kbttdmLpbfpj8DIfkkZ6GTHnXwXBBPbE06OWPQRb4z/TnpkV0q+AFqkjzRa/F+ZAj6NujAl7tW0F7EitgO2ZW2IvQomLth3PZuZvoXu7HuRO4etGmxmyAruzE7wWuIUNM/RrTJ4QV7rZNgPAZGeBQsakH9mw4a+nmxmErD6pXOaLOLQ3ncN/7A8GDYzNmk5Jk6g17DiycXIRVgdgGiYkdWLtnXzjaW3Zv8AEeZvw6PWKte2hR58B/CuXS6U3c/p4zp06eK0yT7aymG35oqnZNBrJ6hYSho0sQnXi5ex33ihC3Z5d/b/7WsKkc9F4FnfZiYPjFN9DJPNTCebUXCrOUfY2a2jo9F4Q4x8/Q9KtMZ5c0u4WCmqWPiIMRNsMDgz6thYDHITjNRpuwBwabMLPmslyULtarC+q7PdZo9ys7Feu5VtRFSltzTZ2RvSpHbbFD2QwNMW4ssQ5kNpKIM5hGAIXGiaThkClI2QZWki1H1nt3Sb00xNK2UFeBDiC7fMDqapZaQ0dCvHn9FRR6xHRIOfr5ff59rMGIlmFi5P5dWW+efoSLEJVsGTuyibHvt8K58xTHb60lvfR/1zHwIuBMhm5pW4NC54c+ZiWbXfGqNFuo5EJzWLWShtZit+s1SayRwnPKV0f5RYEAn8hYDvhgU64SWdUY9OMh6drNMkZ5NLJwrbE8Jyrm2aoBM5LeEFMmyEIb3CZTskuFQI36ayHl2MlLk0MQuX7t3dbKoZUIsZ1pBc8cWyOllAKUV1RJluCpcyp7WdaXWvGVcU3Zx9PVgZaG5JLUYcjkO1Ci6d7EwWq3Zg/AtkMyOJnM1MvrQz+4h1BvCfXhZ0ZgMj9/WuzUwrP6/o5lS6OxLeWQtBD5NksmY4MJF2Jc0iBUyveXqXmE2xDMqwYUD+IQRoBBmATkyzw1DUss6w8nloND+f7JZaZIwnIZltxGLP1qgmGiXZ6bSE3KNA607jiQpBxFFodYCHoW0pMgyrMmNLozBcnPXiUnMyCHCKGVSDrlFxAqEOBGzGFLVAoq08cikQFuabnaIsAJsZRABeV2Z2dOx9YCRs7A9NY2I7gq3pylKE0p7i28wcCp+TnxNDFfgRlg0LiG44/le3cPVdm1JZHXFmsrIkGQUqeXzKiPqPuAA3kxNiaRjaEfusgOhs0aVMdx+bGWCBRUroUkc8NU4xHmxLyZ9tc9g8BE8aA+Y6B7PPOSRpkyqli+Z39INE42pscIpr8Hns3aHgAOkGHhkenwB620ChkGE1llnOykpV+nmTwq5qUtk3OOwS6FVKjayaRSTTqMGeMo26M1d1CoJOykzb39D1qGZbAUW2EzqTDew/s2ZLNqjCdCDIeGc0IHWnHcwLKPk2My4Y/D+HQiDNFDZCdbohYFc0mnzqJoPiMekZsD+zQHPJiMV1UADopEWIMJz5nHGa3dmKLUH62szAQ9omOpksO09Vh5yfNsTtT/cIVpvm2lh4Pc2FVcrcA+kEikaXTgJ5XAeBBEEnYMlEJxG0lVgwYTAi2gV1Y2+RwV44p8B5uNPmH1srMAhQXIxcMtNx2MyE9BoZKnJLvLetRccy/62gk1uMaADuH4hhEEcQTRC+umZrNqQyNVDNrTYo47v30W4gZ3iqq5sCSNehC624KZQ6k5FNHnKwzQHzVTPMwM5LYzCeIAjexHRCv/AFjq1kbkxnNVl26QRaQykDOpFTWQSC5GFE2E2PCop0l+7AZibnzeTiGHbkA51cGBY/tUz9FSzlXt/t8At1BXuihdgwqBovJZzHUi3FDsHogxPHjYuGEyTs/oT1VS9CGlyT3AVcohOiBDSiMGtuhjH8sguq5f9Z1yHu3y6zi+Cd1ksnWFbmRQpPlkg80GpKVzXJ5Q67hbRFtlkc0FCjzYhOMFnR9qRYSMGuP+MVpxV8oqfddmujVgy5NDQpPObB2bCZNqmc737+lsCyaQjepSnB0iLFLtqVUYLbsMaJzhIXQEoNqXKyEwS8tiHUtHkJmPFd2Ws3Orn4GSgKpySYAEu59fq3wyuQteK6X4iirW3WlC5dTIe/9zlRWUzYafJhCApWgl0so3BaRSwboCzeRPejKU7GMe1kt87ioxTWCsa6LcCcTZURsW5YKLj2zzfx9r0oeOTd5jyXgffxVNqLZaZSpUj6j8uzT98wryQ+6ZZUTWWYF4PTR7GGGUhicbRGEvbUIiXbbTg9mPLGt95b0PaBB9Pnr2xSalxo1Lt//T8+BA6BQMaytUmFTuMzd0X+MQbxmCqKQ6VFEi/am7JCm2BbBoFBXFAkzAJJTjXrTvz/qK803X13rTP+m9lre+PMoFRXRQImXAgB6JlFoReQ9cJ1v+gs2tJiT+0wpOkJk50TUvj4HQavgu80HIg46AQBK5kAncD5lJPHqJV1TJaAkBQfqfKWABfbaKZaFbHXRRVz/SOLCjtaUPB77zGuIfsc6C9J1HFTS7cklWIY+dr8tqXfmDMyM/2W9IjSsF2clQKRl7tsLQkT+fGgkwmlSqY9w7tbUnrX7geKOj9wf+bSXc12IF/OmXuM0WDJn39+GdmjkmE1JRiuuvne1Rn8FxEdA3OqlPV/+pq2asLtiYpSppYUBZzChpQdaMxwOcQU5+JCBEdlcrI1bcU3fy/YeOXvRGX9xuxVjE3ohRz0Mi7OloREYuldwaW4sfRD300OS1nO9D1ZaSoCzJwDahq71RSVhZyBFHkUbtcBvOaOx+ikrO2YGdtgPZjEdk3QRJNt8y1lAbahqMBcO6kstfHnX6pM/h0FT/8mmuOJQL31mzpTqiI8sTkW+NtseCd2BaLDqsNqUdyUwm/0UJQnxqaFFbMqYGbasnLcsQJta+/jqTmx9EebkrJ7v7ewIXQydIWZGFEhc/bERTXBmwz9cDjElf4VutknXfFjUd2p82hNJGI35vKhinPRDzjhqbRrhfLw9ZzsCl7K/dwnsbQk3fZwV4Gjadi4Wg6o0O3ZJoQZFCBJjh4WVrba3pK4/vrDuIcvaNAwBSKhx4M5LX3l0rga09nUxAOPvBimbwGRRBo3e7H08o+4gfXy7c1nbmmVqqB/yrUZufX5O/7Rh0BfCCjO7rRVQTk7EY9pJ3Cs710670sn63FdF05WdetKtAobz/Q+m8NY6AI9nAPzzdGJOwHIP3ckOpER2cRxHEMKmplgTVEiNm+/Cn9d/mUSfBg3bWxB0JuVO4kEC+1klx763XPlw5C1cy3tIcMY/XrTNpzRr2/a2g0jeQlbhPiJelBMv/zySNiUZyTKo6811NXRsryb74MHO9m0Oe54QpNFwOMAnIGSnZEE3ze9stOsTjpc0zFz3Z/vkQc29PQEgylCe5TiwDD2VO7nPvqL14W6YzOLOtl0SDKgqwx4E2zTgd+hHNQloytz33UlPWSHQy/scN/Ku6FhcoAAe9O+iTB+ByVZ6E5zNlB8+e9EZNknXdPQnZsOeobobT/NYaED2zH8erVeCrVQn+846KVBfnkIwxjk7fWadzck3xhjo4rNtW+0q2PZTcano7K9LYmZHtMD3WMiLKuwToeVljLsfaGAVCOqapaCkQ5/cp8+DgvxGxAOGgZecLlm2EOYSW4HQj/jzQLroYcjYWMhmDZtguduNAkFDne3VT+mASXKJQST2HX4kQfU3cxesJDZdcgEWrp1oMIc0gh55Td4pvKm9Orn48pl8i36pIDCd2P5qBM2PMlxFZYpZYVwgqV8ezviEXO9KCQ5FVAljtuSYdGZJeyfHSi3Fr96/PzkQ6AXAjEP12ZKifVrjOgELMF+NqgqWxHTvAX+m93FxeFMeS+dYNmeq5FIUC7J2mJ4QysbX6OwTS+5oQVydMI9OoHXXw53F0On00908hZKWs7IMdRVl0uYHdB3YIsEjyZBq0/fxrtH3JZZt6adf1C+KbszqEl7UrbaCbPN1ITqApN1Qv+KPUB2tsKmIKoUBYWoxDrK+E0Gl88q0N54iwrM8Q46PdMSDIAl2nQ2aoBncmdJtFM/DzBoyeefafDo/V7CMHDs0ZLz2ptpfhWWZD4ekqXt2M+sjVmBnnHlTJeyncIdT3YlEDRbjYaZXKZbYtRb3c6I8WHpJQj1WL4hc1yOvdu9PW6wmOrRyWTg9HrQCQVoJXfrh13e71w/y90v6bCT8Hzb7r+ezvDuAowlubEohv26Y64bOBpO03A6gBLdd2DPM7d61a6/bZm2b9k6/ZOBW7JbEe+5KZnRugpZT6ZybKFFdAKNjNztFIU0rEY5QqmKvWpOgCa1ff6o6BZSJWF89cpzCx0af4amMONKqoIjmFbH/Ae3/HFL4+jJ2KN9XNRi4wTXNYQEhfVU2HH2ZbFJC5eqJMnK2LYOF9R2TRaPbfxuaFff7pG5u3pPluh5FRtn1wPxpgAJY+CP6FbqWb7YtR1HnFNCfaQF7l/vD0kqQDL3ghgmCSsUhj2Gv0Bi3CZx3YadAgQoWtKSQnREchG+9QfhlXDJ3plg0uRum51dgdgFCIqkNHdqAm7cQofrUjm2boe3ORad5OQIlW8ZHog31N9Z6Xp7VFRQAFY/+RDoCwGa0Qm+6n7ejWXTP9VvZ5OxS8s43eFjEPw/0J7Uueilk4BUwbGngc2ywxmD4aL4x877Qjvd0gjPgcBYj4rQNbin5uZDMqgFbtdPcfH8hOlk1vWowiM1GB245zBDcygeNyUXv/dih/gJt6S3QmaZjFgzU0qYGWwzNaWlUYeCNCzSQubDsNuMAqtjDCYJWEauHVOlNiz9KgUNw6DQZ3nXK/bM+4stgyho7aGGrWceKLwvzo0n2+/nuxHi4/ct6czUHsceJWHX+Iykq42dCMjCYa+wz2RRrknFDjaz4XZmpMKarWBwxbYYb80V5PJyhbtm7Ax6Fk9Fk2TKgjpmgYQcCDKu8EHIfMB40ncsocLwsDeeLPYEcG+ccDCWcJcUoULBeGVO/abh0iL2bXJpE29JD3srA4+Muz17Fgabs7oFP7dYywZb7IDU1oRtE0BSaZtLI+SsY7GAHpKdOCxznv94+N7Nsa/G8A2gE5p2D7E0NIUZF8geo/aYFHsDWW+Qevv6h1nw4TXdgXHFspIysHOYYpmfPLtbj316bDaHcV4X0YzSE0nQbxBiQNrtBptbc6d5eeN3+LKc9Ow9CyEGj3qISTlTvGwEy9ufvDyvxMVuNpAC8nIsJ9gga/S3jHObE+wD0K8AVTxXWXoS7QZewh3wHt6ES/qxJQ1C+2FdZ3BvW6laWZiUtmUde35Nof6ZWSv0efPmWeQmuIUezCHelLo6AST3kw+BgyDg0Yk3c2Rv4uabx0UnVFoOsbA5HszqGVufZXOnLM6+v+Fu/mR9zBPG3UpPkE7gXegOBjO+lZ77Zrd4HyR3bOXqhStA+RgEPJrd+j2+F9f0Yw9i/5sHX2UBKZHQItii5I140Lp8XIvxwdHPZxcuXOhqeTbSg0OUQbtN7+c/tq048KLJyDL8yPyUg4BHJ/Beosnhy/RbDlfo/36dBf7e2BOYHiyUt/cknDGjCoyvfYDpC6dwg9aNvESDPyVPAIAZpUJ08lqb+MgF9yQefWUR31Dnqju8p9hCSNwUhDWfaOzoO5ZQfn48afwATYZpJcIbT4DIDWQijDTprsy/b07zyUQnSIr7t098s+33BkkZ6Sokb1iyJ/Trl6KB8aJYcQydvyFb5oLzi/UfLeCI3uSOUagin7zvyF8NlaMHgKHQWmJklCCZupqRnCRbu0HwelLdYSkIEgExL/hFsDRJN/kU6z3JaVZIRUfS+ALQMhi1aQvaQRjyjFzdmLWfLEb8DHh51GHXypffvCm4E+USk3UZbb6ot3usuSM9ErOgWYbgH97dw/5VyCp2Zids5NROSijeLZ8xcvmjhPYRseDMRdp9biZjv8eRfmi3TCrHWixh1VPApTrBHitZJWErB7SxHCXGXSZOj/rpDINAf9MJgS+nmUGcGZdOUkytbkjYT1QQnYRYXTTsvLwWdAJMfsd0Un1HZjS0lecjnME1a3r4R7DjvCs4Qb3SSyegchAs6LYPnXz1SjdMO7Qu+9MR6YReJ8GMNKie9pSo74wZ0GmJiaAUlFJb0lLJ3FeXvQtLHMvgyOTl74fgaX8GTEK301hCiTTthxlP5nk2XaTBSr3gPoiNwHBccWvuog8eejk0RnFSnbtxZjqYOgsrOq9U32H8Oao5fy8uD6x67UvYd68O4xTh4XEmCjews8kYH2X8ou4s+9fNunqZKz+B6gxHcjX0wG3soJ3DaWpfjCrhzgMLXdfsTD4cCeU+8GP8SMiPQRDCGLp/PKG7SEOMTvZLh17zB8dfD0m8gZ0kTer840puB3nrk3ivtqZe1N9dCw/+gxgXCQUoe8ad+j1rhHa7rCO2BTy07QLIeEBhTTe7UfsGhIbeADuBLUURZ59lwZDQkuLQqae7dWEg4B4fFoCnP8WZ4U6xoinlCV0Mx3rqBJhSnZNx+GQHee4sE2xZsc0OE3FmJgrzz1vu1T4GQRvfmRNmer9R8AVLmFT3dE4bRHY3scVA2RgNFkdN7zmHTbQqLlkBl79zV658dt+Erzwe2Fo2n+AHLZH7/WcM8z4qoE6Hmy6d1AN/aokh9wOdQDiGfdeR6OScmPntjYZyJzcoHhMvYTk6CYBOQHENYcnZiLABoBN2WDopAZ2ENR5G+UUIx1eZzLDhhsMnwNt0MgIdTLY1tcSdZaaAog5oUVNLJ0jmQ1u/o33RoxN8o8u9c50HwQ3q+4PohKYKB9H5sfo6vw2D9xzRyTHp7FhF+vcHEQROfDyB/eMqOb/9wILLmFO3kCa3h8ezUXeYj+52lA9KptnuKGo5LTphO3eEfjea4bm0AVGEN0QUti0SEE1Zw2mHjU0Ps51Mq6XC1YhLxYqpIoxCRFGkYkmRhsXTfIRlO5MQnf4chB2YjL1GQmSswBMmyIZlYcNTMCNsXrfmLu2XEPQV4O+BS4j4/lo0wZ30U7e448lBz1D+URMonOx2SFiiCfQGGpMGF50MLs0MbaJIEit2HcXfAxgKWWY3tyQjnR1qYTgsRcDsEGWaYfsYgY5TjXTaSZWWBXomjW5LY8OtJKTN3g6tp05qQNkxEnIO7URIdG6cmWFCPD2r2HrwjU7xmXbs/ZKVtLEiwmZDwplNYgX2U/J0JdQ6m4rHuhZe3kMxayRgl5KTDcnyBpeUZFggBg2jscRiL80olh6C0e4Htkrshr5xZrwnc39zMMA3uLX0vdcLgxRgIAEGEmDgYJ9TSTFl+IXvkMKtie115eG2J9YVFG1x2ErGtv7fK/fPWvNM+zAw6FuPfz7IIUD92Aam4vXjAXTywcdEeO+OZKS9VS0MaRb2tdY0bFuEDeZzdOI4KVW1ErMmRlKHpRMSrmNEK4fSCWzL3L14p6vsqXPK2E+X7zOvTTisNsPVcQLxmEAec45GJy1EJyZYDnEdohEst+apXAKdhAxzT8QQL9TWSL/c1cM+9prDDogzc0CvxJYrMNAXdd5Eh2ilN2HTvejGLalIOqMUyiEpgiEH8fwsGXaZMNJUjExWJMsKzcSIadHUYx/ELPrgmXItyv5irTjsJoO9tQy9k1gsJuHnzLlk/njosR+y5MC/vfrMIx0wAJZPS+0MDewk5B9mPPFwhEXSpl4kq1KYcAQsG2iCQHQICxm35MSI4mCiZhJLuzjiGe26nV73MA4ujkC9c5iNKBGEFUZbjF1cIH4ekPSXV3XK1yUd50JD1aqwF31VhrNL4jRUEGcGRjK4oFAIJ/wROsg6acNLG8F4SSx36SNPJ3hMguRfkHHjzDx5xXh5yYo99v0YT+bCbv4APoA3veQKN8ypZwfS84IlS+SksSCyfWs6Ck/uwhCzwha0oQiVBgsI00TkPj1uOokxY4OJSeNZ+jfzeBZj84EaJSqbWjhIhBpqzMAnUo2T51AOMS7/XXNk++7SaRmDnQtnzundFh+3epM5wrADldh/JYK9TOHVAx5NnmzkOSqAPELSO9vMTGNXcVvkVmNfWGE7sDdGA8y1V1epqbUv3o4dYl3VXk711qcDXCwgiQZc/9FbvDgz1z4gitMsM2VLpzQNlu2Tm9NibKfDK4u4KENQvgJsshTusJjSgZfHagI7sluI4CgSqSzrBO61jA7zXcC7DRPK7PUsYK2r+2pBWxMgPfyb+iXAV4jVB0n1h8BARLbvzExPm8q5+LppMHYkGIw07GAFziMo4yAYqICBYWyquDoRqv5Is27Zf6i4g20HlBrCAb56eCS5tv4GbPlwBBgMPBL4LTg2BHKzo5ymcj7sRbavNqeldOc8h0nT4gYfv/Ilc5QpApXdRCdZePVwiPw86NGJG2BRgsGfll6+xmyP3JKjE8nZEFTF6soC40141pF2kojKU1H3oZN8+xBly/qfr2ov4PqFax/oAp1EQSdiGmIrTW7MiLFJCza4kihVJF4InhxqAZ30oMTRKgzFuIkA2SKRzrBOTZaaRwfFroTtbDi7Ul6nONmGP99U2P5XFPyee4yPELPPr+d7dYNmMCCz2N004XEnKzMR5ybRUjA9bdjnmUKamrTY2Po1xsi0rZWnLBZGfNQAjIVhH0cwwOhAvIJJ2Xh3IL3nJbMleIu+t1jj2xHycl04yFYXlqnrVl0PAaceNZLQuASwOJhWvcYMub8NDQ3ebMuB8wEXiCZ7mkYShCbC7ZwcjswAjqZS0elp3T4P8emAIxJwxByRtlh5ypbIwDyHIzSeAERwjQZ/1TPtZmpnh2gNA0cKA3wbhJ11kQBb/a6z1HXuDtX1ePMAHKGXgaO0HIozRNXrWXqTStYySxf8LFmlZ8S0HXFpKrQy52xJi1Gy4JUIwlSCzZIKgJTB3RbHDpCMjQF9QcrJwFS3O5FmHWWqaC4HjlrCbhg/XF4bKeje9N+frUj8Fs8izoxwBR7aPLJvIhgQ7eZg8O7vYVf6tDIDu2OfqzvO5CdW8TFBxRzebaqlho2pCFc1d0JODUekEgACiw+yrm81Em9t403hW/W9JQG+FaFA3iwokFZ/9FYNQcRzAtLhtEF923KKzgdemKFB3GMW9sz7ktP2JNRPPr+ez0dQ3Sk2tsgFmrmzuDRpRZDKZLBqEl6FQ71IrpwUe1dDKOhIK1NDaTjQQa03KUXoDN4lYWlnjx3aVnq78XR1Af99wyK+gsXAC9HZMRwpuZgPVEAXekTAhPIbGvixPJr70WPsdSHU7atYuDuOYNIyU59Zk1X+ZzeXrj9fWCWFQVNmPfr4QGEaa63Zve4bsErOHVkuzgzai486IMHNDm3x7A3s876vT9/byT/1fINxhSG0yQ4iirmzWMxkXRignUeCgSl4pI0pFRnBKiikH2BwiQsDrKbu7olsLVuUfbomKv9u3SK+kmCAGbiH8Ac0x78YnBDIMUrMjs77UXbCvnZ+7XP15lW6YO+yQzSTQ6sV4AjN9sAZSyWThbiUQIwBmLpYLp1giyYNt8ItQi0FjhCdnJWS2TwXR6AZwQ68O4hORhTYv1+7iL/QiyOwOPSSRx4Uy8C7PjydLGlo0FKtNWHLLg7A6kv955tZ5W+tXPo06KS60DGjkXC2pIqlr5zI9X25kvfHvPDizEDkyNWRe4AOvfgaY7PuN87f0c0+2bBNXG5IykQngI8nGIBOUgQD0EmlbNpQliZsIWCyhrBjoGsEJ9MAkCh2RcByFwzMwmxKM9WE4UOGqZkaN9eXL9KXDi9kv33zNu75Le7nUXhw6CdoqBBxn4UdO7+T+ND/pt4v6MURxs75jnFhW4p9clOTeB9wZIKLI8CPXhzB6QE4glC8xJ8VBRYGgkXbhRoGFlYQjqQJRzCeyJhN733dXDdskf742Ar225dv4Btp4PCM0/MTVA91LVePiXusQav7krsrPPltPEU5lJbvEMHGvSyUTKWDSQSv/O3rXCHUvW6WsIKqY1YMi2TGsVXpWbNmmVvdNzAG5Y4kdR0QZ4Z8Zym5mqj9fP2cb2evbExLH1/bzmsNRakh6nKXcoHvidyYWiVDE4PYUwi2jWEUe/sgRje8bgNJjCedQo2ArqrAK87F2IqkMrnTMn5wq7mqapH+94kV1u9euIEcV0iAHNhlJ3CAAUw5JoFO4VV36t9a38lv0kOYTQIsWsbMVBrOegRfXlMe4JtqCpxda3vsxvePkbvGVjpZHRxaZSFb2BkJIc6VxqQe+NPGdNG5RYGqHsMavSstTcSXzWi12HQ9qI3XZTY+EbeuL789+6upIwJfj30JS1HXoWsfJiVfLh6A6zTnwgMu2dQ5OYYaI9bInFlwhcPxkDgztz3gvnPQH8zqaoFgtW62swCxBihiONDdRQkEI3CPuAuhitsxrFg9dKfx7YZWfqMehpEwRh2CQVnWWYehak1liG2qKhK7VvXwxqtGifiRYWAWzYg61QlLGrUrxc5CC97VanHAQJ0AGEzoiZv/ARj88rxz4je4AZX6EP9BH+BfDhoI5AQZtKfy9uxNG5rku7IhpZCEF+CIUakbDViHX1MWkDYMB500JKV9c2pE13k1asZwMlbGEA64E7YC4EpLNqj9YYNZdG7EqUo50qhtCQc4IgFHXDoZCxz5fCIufR7Gvb+5fKr2tT/+O+9x6YSU4RRqAAl6jjzuEhpzvjgnoOfopK/xel8Qxo5EJzGPEcdAY7EYDRn76+iNM1MLWsQs8yvQRi15Qf/B2g72RQMbQFHNgEGiUrB1YMBrhoedzWVFyq43Oo2mj0ySukcWi2xWC1owp6f5tiSrWXVHqxRcts0snlogVTdnrDGtGTbJ4tKMdodNz4bVqVnOpiY6za+U365/r/3ewN3eZGt/H/T9pqF0jqUkt/9sNdCo2sbNToGEHbNhE53LH0rfcti25nhZ7a9FcN1b5o+2dbP/MMLYsBRfHciYPcOgWYGwsmZUmG0uKBK718V54zUTnR4XR2zgCLbDMDMZuSjClY3AkX/uzJTMLCKnED66Ne2cbQhpRofDp6XD6rQ0Z9PiTeZXhy8y7913j/rtHI5gzNgfZwaWBx6d1E52YrWYsAKtXY1fPbWIO/PGYumGbF4OSjcedE2CC7LIbkdib80UseWgE3fyi5GLaBG14AG3b2HTQkvExiU/Sg9/s1V96K208kF360wILyHdbK0S7E3Q1NoJhc4W7Oe9Z0fGbv7oFDkRVYUOVQz2lg05CrbIlFSuvvqWFGroyJZNKJCGb0uwMWTbBg3ruT0On5KMqLOTgs1ONEtfr1qUubX5Hv67/ZONQz7glGQMrDBDS0tgkjV36N9tkbXb6ao6a74+NsJ+PbpSPPunL2tb4Olj78JDeStsWq48WurrAUfPfeynmdG74+w92IPiU7uYemm7qnx27V4TtgTso3n363wsC8hUWq5sDutu2Q2WB4tuiB0uNjG4nsZyDzRgzuau2OCaDOGn5GLMuPfvxjtALjB5LHTVcTYFwaqedhk2rY66MO8TZ8Yt8ed3Gve2StotLgwM89XRYfabkWXOswu+9ujWhXyhvdN9yvtzLBg80edZOv3oQ5kxe9vEe/ZkXBhc0q6yz6/eWErq1X9n3gB00Bv+5aCCQKweDIpZpbdnv94mB75PHHJY1lwPOvnv0SPEUzfPXbeZZm87kZ+nk204/z1+R0q05Nk3ffInmVE7u8VFO4Eju4V6eZsmX/tcg0F0sqCXTvJxZgTYYC7NI0GGZoP9QCePlSwg3YrLlDFFdOvAHvNePKZ6b2D4+4v6T1uUwOdI5Bmhm8+PirDfnF3tPPerLwR3YKASxCvy6Sf5kyMcd/bJJ3f1hT/RJ+6Lm5fuyrDP7pPU83SFfROejTx+X+CbrvEj2QwM7QTUiUmvPhPrwGf8KvcpNFASSg3xBBad42WrNhr/mQhqn6LeGq2b9RBefjum0n7u918J7aCPPB4c2dcHKkvEEvmRn/7LxG0d+mU7s/wz4Nfn7pPYtybdqbPN3wl8O/8otIEuzgob1geUKpjU4BnNwsJsMRPL70Zj8R/jQ8x9AAqVtzWezBQYk3jdYncMcePMTM7HmYGmzS0qxkxyw/7DaqWuQ1Nms7TpTODiEcDgjxNGWS8/fH3EJf2+MPhOrg1HOmzoc+PBLSJQ/4g5ZVfSuGpHln+2U1FHZxzltxW36+m2GP8rBBolv7TV57VTckqIPDApJ0Vf8lB6+Cs71NUpRakss43vdNwfuGt/g9DhJJHSzC3HMGP7b7K7ITQsXrwYz9zt5rr3SDFMFtf1yMpJwO5N/Blxm/G5vbb8Swoqc06JfeHaReFX6N6su40HXrfVr0tZo7lMEZ9uuy94kDxAajtX8MoXlVO49F661e2/cs8OMYyqWWSc12aKP5gB7ZxzHONvG+8JXE1PXoaBZOU+eVUKlu+llrG483uBmFuC+6d/YTD8duP6fZbynxoznanD+Pmrb9JWLcC6b86Qcn+1/tnggEBOezkdBvCb1purjYB6Viij/zzzg+CXDmwgGe32D51U3GZc22ZJv0awRvaBGjbnkRvUlVTXtG8ZP1ynq9/QTKupUrE/u/ced9+ZPs14B3QS82apfQpho+7IXNRkSL8FnYw7WzF/vSmmfYbuf+phMaVui/l6WlKDxcz8evx+rY+8AjrJe1sckVcAPrkUo2OeV9DzdW47egf1yE36PamAdrtimi2jK9Tp225GYLShr8Wk7xcXXzy/Autv/5ZUrV+tXbYshTyaVHoze5wMyUQG4bF51ohv6dOaEnyVDWPWMkf/csf3gz/b/z39jCO36venFO2WctPc8+UL9VmxawpaSVM5/pvmk9sd9X1h01hVE2Wf2vrNQO9CrdsWsrOhMapPqu1zTqf1B12DtiGa5ZexvJuVd2Q+0abLDwlNjbw7Yn79tTs8erjkXn3BswltCdPN5MiA83/23BN8cn9xoNFa9Hctcg6hk8UYU+/GmLq/bTGajNN0ndrrCov7PYtfx3YM7/4f4y8iol0dzJjPZb+nUanAMMB5AOzMFLfyAfiDZRdXs2HYUkRGHFIiJagtRtfCUKreW19Eq9zOc5d8aj1hgsfcuCpeg2MLCeieIEPwrt2A6ylAhMMwSHZ/W4HeLcYhYDrgzB1Z5jTrdJNhCTcugCOpVW2WvbToVhNxZpy/loTFyx+5LbDTVem5ZebfOAyy7b/Ve0bLZ7Puz4xsT0qzeiz+L00mwiVJWpDQEls65eNnwPBYCoObwAgeHIWz0Zf+ODnsma9HW7yC+g8GpQ+KQrNRH0/lAgpCMu0Ctw7AzjMMdq/8P4MJAh5jEYj4GAKyu7FXgL/Dp9yXGdVwW2j3/qaCyWCwPWE6+b6I2J3GeBAJMMQRQWyCl68DhoIunWBT3+q9hni84Fbzf4s05/+dKJ3QEuvf7suO6kxL52MDyqvhHfgRKH/cb4VVRyZfP5yRolCrg1niJ7FxF/08XvLiF9092ZABOnG9LY4Gg1xJx+AVFTEYa6bZqJx4I1vZbMR9EzwrV8KQPOS3LbA4ryLGGTCUJfiQFPI5lpqG5Dftb3Ste4qFF+ArIQjGE0kadxkMxJ++vpRMA5COH0fqMZ6ww4wn5d8V1WaPMYp4OcYvJasrrmYEtClGLjIzhDvYTX7m9h7z5ZLbjT8XBKRHK4r0VatugGbkYO85VFGP37ESPLC0jTuM8R0JflGPwRa0msr76JOoLtNmqfz7iHpfQHmgFRVhESfhveUwWM5ZyMCupR4jUy3jtVNARQDK/jH1buaNqbmSiE7YAl5PQs9hQoNc8w9jIvhDZYbELNjY1CLIYD3F5snxrHx7TtVROVUVHVxPHfmpIymOk7YEbFFwFVe1T6zazecPv8NYUqhJj1dXymue/QKHpo87noBycCl9rkGL9X0u6ZQEo45OZWpblr+vrZ0vaNPUsYToWDO0bBMBwHIJnQ4zYowUptUJo5jS7pB6NbxBrt7XaXbvvc3YWHxrtqE8LG+LqGJvT5q3wBsjPmm4yMJQzDaAIiFVkzY1mYFs1ikuK+CVCAk/ojXDx5UtYpPjFj/HjTMDZwpiywHbbNdltRw42MsYDR2GDUw2CQHjinbtq038qhF3GktAAI9XlxtvPvuF8DuGwZWAwe64Mq09BRjsMRfYgcAY8uJDVZYtOW6gpSHPx/IdeToeoX0EM4VpO6NwrQYxz7Sq/cv2TvOSGtBJNCj9Y1Shufqprwb3kJD+Tujk8odEZXM8OxVC9/taWo0FnZoGYcalExvr5H3oBEQCrIX/KjY+Y6WJkHJNAkHuiE52325uKL7NaCgN8m1h1dmbyojWjHDiU4bLWfiFo9Wut6D8FjZUxfbZRUVBZ1jGlkZ0Zu3xP1lkTu62ZMRjQpwZUtB7cWY6mKKU4et76QQm/2kbIjjaFozL6lfX7QpdM/JO4y/FAf5EWam+3psEvUMY/Cw9cneXNAMC1fz2FFuItpSR26yDGGiSFPQmHjmeRd8ylBOX0LnYIUWSFZcHD+Vv6W07TXKROEIPAGVg/iHUuKp+47UdkQUj7tD/glgWT4woVdYt+wJtPfAOcASFXvZgZmRjXDq3PSvmt3WZC0RAKyUcAUIa2Ky9V+imeYBLJ7bV5shqRVeAfb5LZ5/f26g0l91mbADtbKgIOzs0ie9LZKU2RRPdY4fBSF3AvQy+h/Cykht28nBJmBdHNVHdlREjUyab+OQqc3LC4WeLIAyTSXRK0g7ePAubt0KvRg8aWVMkicELLgfaJPUny98wPjvyTn1JeVh6tqY4temfX4RnbwwxpVwxyHvnsH8PGlOxJYq6KauPaerm725P8w/tTrKPIMaNQsbzGFN1V5ChgnI867BlnsRM5SSW/baKdoAJ6HloZizsoeg0JjStJqGyLzYa7Is7dphthbcZm0tk8VbWkbbVFIsWxxGdjiWhT7FNOvZslxXsh2tbAS0gRWVFLm6KiyqFizFAiLNX7hKTbEWrtjQ0hfhw2mwBxhfDkl/FzK+XSeLEjTNTKtjT5xXzBxsTxmegRalNSto4IOKFsAq40N1mmFgaOo5SZi8EAviN07nEbSmBSTOJvo30DNVHTJmMrnAIG8a+Gs5WDi91/nNjSr5q10FxZhDgYD8MDGcfYDA8obAvAU2/tGOH0lZ8q7G5SGOboEHaUVUiNzu23eVYAjCQsxglHIqhAVLWCAbwQi1p7iYYcBhs8UnP7HImWYCBawSGFdwcDEoAA4UcZdE8tgASuC/QECQGb7Kw3xjYk7sGj6B1ezKKOjKjsc/CfPCzexJOZ+Ht5uYxdxmbMxbfVl0omiUhOsEdE/DGBukokFstmAAzBONSo6rslLQk+TBZiDEp7AP23HbrLFsJDrcC+H7QiZK1WixHFON5eE9TvV6CJaXrnzFNY09PLOU/3dRmXttqsvcmJHV8t4ZYTDKb7dIJsXWiE7xpgE5Ejk7gQgM6kYn/e2aPKo5BsCAgcRCEWWiZuyHlv3j2COe/dnXxj60SyueIyOhxSrBAQJOEAl5hKbpo7w5qI7oVdmNjht2o7HKaMFBsjijOZowFO6oKXV7RhYlCEkO3bgEgcECUZI4NahRegH0sSzEwVcMoely3ySY9v4tN0rEygTggbuK60YjI3TUQEGW4CfTCwLs7NP/WTZkC7RWiDFos7WhslaTobldMQf6Q18xsqHf7CDIHKe8wzbQsyRFtwJGRwJGb5BS7aVu30Vh+u7EZYTs2I4zGzqpC3gIBucuwCUcU4Ii5H0dkXghkKWmMi+qQysfFb2eTVgg+KUMCNk1MUQmCrO6DxexwKGNkhE/qxREgqUsnswuchwo1/eXtnfy6NptdkAQf7lDhGaSwS7po5CDXJWC3il98pw2BwCGnaMj6Mo/Dpagzdx9Di2dpSeNJ1mIlprmplLMn3zWe172yT9y/lSHOjEQleQmvupNzODF2y7pjt4e16ciZ3tIj2Pp4eHvVHfpbiuCbEbhyd2UhbzVMEbdocs8Vg8gW78tw9A4GNacQQWHLmpJieETiE/6wzZwEzdekTAAeTvlJh2ntZaoyAu0G58gl1/TDEy7zWafiOODCDEwJXad+GlY/NEL+/K64EerSpX9vNNm7LVkd3hNgFTC5v4hA1QYmCeHHRQCSPF1wEQpxfAZJEvQ1JEhQt+KoktxqmO2jHXh6aPaSc8bL657cyf/eDv9+jQIb9U0oB85u9tJbtBXIXnHvP+Ilb2yxJzcllGmYnZ6zMy1GV2q8WlFF+Z4sj3YYqMFziMWbxHAdc0KApYKcdbSlRPOwAN9dDAGkuIivPW+s0UDrqeR+ijgz81y077OmKMF/FqopTnz0QyOlz+3rMaJNafYJxOeYZchaTRwwwCBxERFRC4QlB07g7jf2wgAfTnDIw4AKIhjgMYIBIlG2jRLiDWy0WTdjIm94bLt4DCFcywD7A2GAV/w0mCEAFTH69PJCcZPJ9MTuFIwQTf7ulAQjvAA8C+BdQDhCwR0dwgXCgYNxhMQhWNW6DDKHIwpwBzjSMZqxNaWK89fhI6XVz+8Tf084CvZoxZwrl9wlHpwjWoD116+qL+D0hf/P3ncA2FVVa+992m0zd3rJtPQOhBBASpAJRQiC5T0SC4IUH2BQVHqLXGyoD0GKCuhTRAXJINIDoV1CCZAMKZCZ1Om9z9x66v6/de69M5OQUIIa4GcnZ865p+6zzlp7r732Wt8iOVm7PTCnN2ofNGKy2W26XFWsiAloDQsbDZ41YO8mJ1wYUzQnjrjovq4Y7yz1iJY8ldUX5tpvzaqw6m5cmt1bhxsDZ+a/UjgzyGWfLqgnhjwMOHgssbDU+erwiDmxWxdf6zKlQxwVHYXGJsCztZpo1OXKCS7chQb4LUFWcJxSygJdY0xOEFPiRedULti6Ep9zb25Q6E/0S4/DPsWyXLtxuhIf5xUA81B9/vLLTzRgfVrmVUKp/ZmfH+s1lF00xlwOAL7jtAnS6U0Rc0aXLr7aZfFDMKgr69OAf8vYoj3zSLod3ROPoE1VwCMBw2grFdK6Ys35s5LHxEt9ysMkIaoVGOVTN3wKMhVURGTlZa5f2crQClH6RqN+ICwsB3YmpJnACqssUHmpLYv8rbrk74clCfWiHgz3Ac4vt42ZHhaRbNHXmWQd0wK80a+xuooi663jD/HVn7eQR97GyaM4M9jOFAxAbHq/Ui4aDq8UZ7d0Wif3mOJURCzO4x51SpfCpuDck+mcZrLNZ/pUegNaqC8h1QTKFLn6O3j3PpIjtC0K5hBydHNHKSBZpxTyu4YS9qFrbOXXEBM6Y78WIt5+L5i2YQEw0IQ8q+cf3/OsQ4X+8bVfixKbW3O29ItZhRqb0WPwysaEKM6XWS4atSw0lgCNg0UHGgihxVnIr5Qw+JDJee8B2QL6gLNtahHbosiiruZ7vpZm3PSsZ6MlLzZrSkpnJB00VfD9cIvUN0zvUa4+Faa43XBmgDutrdwx4P39w5q3W1d80GoVMigJBIjvGHSS5x9mJL70pdzkZM6T3el70+pRd5uYlZuSO3DAA2HoHXeK+zsgy6wy1+6u+Z6HHJAfPBtTRDHDmVM3wGeVeKUZPTqveAcNXE3ORQIDDXg0YbIhtL19B2TxNkAibJtewrcA8bXu7xf5W+l5Fz0Vm/BcoypjZCCQWoHY9tPy8aGAO+mSq4qhB67wrkK1V55/10hh1LTn1HXLs5AuYCYAJivrY6K4ENm7MJefDZbykHUhIyewJcYSCTaUFLzvQMgJ2qZtVfnOFr9X1P3tIm8LzhVHPSsKfJ2mPEKxdyk7ikshwUchDNIUE+8hJ/neYT3pC0JOVMhJEnLyVsybuPJolvjcCUwnOelL32lsBcsLpgkgHy5vAj5jF4UbVcJLMTm30NvyzCX8RVx37xm3xSsAEjln2yCbVehTpnfGRUWbLoryFJaDcO0s4ImBBhhvwgcILa6OriI6YvJBHxe907N4C7UVM8rk+qBQ6v7wfd6NkS47+9fGYZgGQM6bXeV0rJ4f2y0xd+4SLW9CsnRCnrcdFpn93gn9yykJHgFUgTKrxGz5+6X+V3H/e864TVToDP1Jjz27xC9N74jzcuIR6k/wmQMZHkFqAYJhBY/wSER3hnwK750S4C1QQrbOLOX1QOeovx/+jDtx0xNvjx9NUGg0EgVE5WhBd+a27Rh5kEqAItTQUuRkgo6N5RnaQ2WNEN61tcxz+9Nxf0CSPNmeFM4MmN9si3oTV5w8kDzjM/lIBMkN6hQz5T53I40zc71rXCNh2UVOqAawOkqPLtM24fRNcEy+6czf6lMGo/ac9qiYle8T03aMiLKYwwuyJMiJxAJ4DtkUYMN0zaE08xGBi8ZAlSZ6ir2sSRd8y4zJrL7Ip2759Tl8aCtufMKPjTn05Mw7Z+q4P9YfCWUGZjl05oJBGSGbAsZWQrkfjQq2aHmBdlGh8Mm/bOr2ySMlGkd2Cksn/THKRELYuRW68YWZhQl8EOvl1OmMvmKqkHme20ORgM9hlM6Cytir4/ke+viw8eE8xkIh5myegwgfcigOY0cRjiLagZgKv2iBseid5QfYRYtbyGO9F9dXu78crEQ4hK6BwILxLChkpImnCjReUqVSNHBhApEGRKj3UFKylAA8vzl1pkuDVaBB34gXNMjZlQZe0ODovdAgHYnRGfODBi42Eqg+VoX07T9dfaQpgCgBFDAg7I4o4BFkwyZ9YHV6ob3EI/zxTuYb2Tns2YVHFMhJTrZRPpMlCTPpFfdsxt5Mr+/rQ6QDLu/vTfgdkfGnGOMR2cEYDbyLWrhygnOBCzMOP+N9yskF6ee5q3FygqAAgZw3eAK9A55BcsJE6l3T1xABqO2Mxg2yq6AI+W8X8zZs0EIKnltAA3nVJubtw1SZPhRVFDmLe2EBHVFG7GCObiyZU0Rthd2ZPn9Dek1tDwtzS7e4hyqCczJHPvbrTNqCrPzoNHRUj7QPDx+Nl+rJ7P/Yv+C4F6DOdSAKpGO37MojZNGg8oJ4Qemtm+sdGfZokgUPIvCI5YPKm8zwSBg8stTuSJ0+BoCa5hFgDnpSdktk6dBjo4wiSRiZk5zAA8C99Hz0KWXj5KQaLBzizmQo8zhOS9pBOf2g9OobIcLOoAKJo0i9dH+SkhOKKiKkYOzHszCkd3sR9/T0H9Kplr0gsn67iMXAx6TskJ5OS2p8jQ0Cgm3f2ufVBwrVKKBglQRGEnYU2r9tBafm6KdO4KABE9twLpW1qRWimyCXmzl0/VRHinNG3z9zyn96rfynH7j782iaiRiP2gyM+6j9YNXVjIVfSCeRgxNSOtIG57gfhBwSR50Ssb1bcRtkNwuq6wsCp71qfGtSJChBDbjL1ZstmTr0VHEbTrTZ8EGfdtpdHf4Q4MypkUboGuutxrUdYJgQKTZItI0GG9PO+IaYid+loL5guBpiOCp5jLzFRRE10LCbh0NwSkOBAjaTBVEJwPvSbypwGCYS4EJMdaZpsAACUHv+v44Gmegx2caY3O2LYFBy7aGf+sukvsJH/S/pLEGX5zDopIYJUKG0gEeA10RispucYKJlNOM0Hd2tuIqRRFGA4+RECkNXkMGPkDX3WbaTUf5dGw2wUWGajrFpS37Tk1VDwJMQqSWIdvggcjLaMFONMnKCe8zFzWpgiQm98IJy9yo2nUa7tu6MalMEQkaVoh4iA0hWDbkMUx0oOnLXtoIsDh+srVjCnOobIKvh1P1JkKlxkrRUu4Sfn4iiKHBrZrJm25gU/6SUOdWp9hi8S69EHbDHS+00+pO98MiiFBw/TbS8S9mtPwGPLLib8doweASEJF6EJImAEkjJJH7bpPRDjdo2zGa5N74bHmSoAykhvahauANJK6txX1L+CZ8sRHXevT8JSUuWXM/d/qQa45YOxrNxLjYddEvudzvll4nytqQ8ieQkY8mk58GBIkUDVM2fn7p3etDBdpOTDBBsyrxDF++xpGlQHeZLiqpFDaX4WIpODRXBqMZ9b/Reo++P+G68U2iPd/p37lT+nTd/t3tnOlcHeUJg21Id2LkkOaXnIhRMYmhU0DY5CGMbIxJuSKNOuu8NN6SVhvRDCHMGDTB+pc/HxTUrcO4NTA73u723pWYjgo1j5g8toepYbigdXY5MvjVVUV07rEy6vypvAjQWIeNb4Lm4F+4zvtBPqsMNdUIbHm6Tc/QKwYrrnOvnMMxwjcXgszAaxfEXQpv/7n/tkIdUtvzlZn27D+O/0cMy9xINbNTLTtOg9mEmVXcy+UPTYG4I8nasVFdXTXJn8xyB9CQMU3QSzT0EqA6fOgATFT6iJcXnsDN4AARN3w0KMTl8U8nwyFzwauiDyAld7DaebuI4V07gFxp+KSUnvmwHaWEE5ERhHgmRE+kiw+dqUtxUDyyyVlQUFdkfVE4mZDP7/AUMkcF7lhNXGYHs9SeYfExx/Ip1feJrXq94YvT5DvfBMVGBliJ73fw1kDHIdnUBZH0J5uyX7tohuHI6DocqdZ8UlgbqQB1Iqm2BkNXMRYNNbQW1PW7B3AHeH4ML1cRUmbuLcGk+EUXDW9gZ69on4o0YWdGpqNwPWwe1oh5NdS0XLNzUpFRPmmT9q3ikth+pHVFkyeIWeCTL5lrCSo5aRvwyu3tm0lh7ZBX7ayyEVAabmR1KJbuky3Yt4L0VkO6XVm5XlNxpUo7eJCZkT7IvOJSbNTWh1LnhMTBMbKKAVyEnn5ncO+RIed/cOqB/3udPjlolFTUFpwAG9/3vQSxxE64IAQTWzfYNZWxXOXGnq/bYn9KTdpGTMOQkhGdfUKuwGgD4oUAWyXcUQTDChxBw2U2QnG6z6Ph/suw34cy8ePVvxLTaFvO1CFcLirjx4PwK+5JVaf+OMUKAgKF0I4MR3Nj+3bbmhvE+1fhyNThnKY3MRsv5KwZyHt+Y9aMOU73YI0w44vDjN16pvpBKaeCmKRg9N7NBeC+WI8/oGGLTYDqc7FV4RXOUF9i2CCKpng/tIUaNhMbBTNh5kM1dRKYF+QCOtyPZXtOkAnun4vVuTYWXZ+46bk2ZV8OLrKN/nZy5qVNaAxrkFXHzgc9UWZdDKMZiAABAAElEQVQ+7oZjjzuXGPgD0SCtjI27xdn/FLmr1po/6bDUizxI2XNQibRo7WXq6sy3GHfqp5sfFQpQ4wFFZdYdoqCpxViXVLRJQdtYdWi5WPb8xd6du1ZzHI9QqCoayj2WjJyQLKWTVmbOO/cRkf30G2ao3VQu0dAXfKmSn7jiYvVZFsL0S9q6mDk3s/7C70XJcMSa0TokpgFob4qm8vKmqCiQBA9CSU/Jievb5soJsiuIyJQsNoARZHvc4o2VOfZOn9fZ9sx3Ax2Ze+6yTj/7rN/FD3+oQVkdlVTPBFn/Q/VE4+r7LwiSyWpcydAgjJFj9bu0FenOLzNoGXeHxfDBeb1dvnVA0v5Lta2+8jzrsKarfU1uUsHd6DXuso/DJrX34sgjl/i4JzZTj3Rvrq2tpVG5u//j8AJ7rWOaR8pDxhHdMfYSMkArxdy884QD49fcd0YGiyh9NU1tzqV3Du8zjxDQ6YYu5dY+pnyp2LE6z1mgHPGLpbzFtYDsNrDI1Pk4oNHrST6jZViaCufgKXBrmNAQYfl+CZG4kvBCQ6K5XQTsMjPusLhPEiOVWbw3bvA2OOI3IrfgjrzC5PZ/fjNICM7vLBgw0xTpSb8wznl6UP0jt0xzok/88LQjW265/ZTpFBs1Vt4PDZbg9IySuAc5OfJGY/6GQfb7hKYu8Jnm66f+XD26hgYq6TZr7GH/mS1i4v1T0i9cjYbjjTZ1bZwpFLKGBNNmb6WP1RQFpZW5QXnDk99i7Snt8INXk3Bmugc8B8Dud2Jbgp+OENIpGNbCU8Qyp+Xwz9Zfp70GtVh2G/10I3XyLYlJ2wf5aUlbPjFuOQtGmFo2ao0lfZwoRmoSjelS4zqopdimhcY61Hym9ytwbvA5Zi8cFjf4ZP5sUb7z2Gs/8NTjDChcQgnhTGjszlE3JSau75HfSDC1mO7hta3uCq94sDhbWpmfJW947ELWse80EKVdvfpBmMI6oSXOTwfK8GSA/xINjAMK+dHrr9TWfQIaaaLoJ7OQJRJa80yAPjb056wzuTqDeA3ItCNVfqemJJs/kedz3gwUe9vcUdE+UIFwZtp6kgc6QjqhA3IyIqnTyK0KPGItLrOqH/2B/xW3kSbLxC5yIp+WsLkrJ4Am2LuckEzQsjc5QTPrE1Z3UGZvehTxTEWB8/jq73m3u68yTj7P/J1+wIONfE1CKFnkdBawjdZyP18xIYs/HfApbz2Z8jH7wBQIwRfv2V8kK+DseDDyW55McqIrShGFlwNEo7PCrx/SFEKiwP3USH/gF3r3C3ZXXHb//e5Xf1SPEp8s5Xb5cmNeV5K9hthoL6w0LGCZzRV+saIoR1rlydLfeu5/MmCkH+xFVqxYId/WeVp5L3BmkKdzcWOM/7elKIXUF+Qzo+XMg83Db/16VjdZA/kitOJQKugJC39lzGsfFl9Imvy4ERu5v2Q134XJoIMkD1Qy/QnJCH0NWqgvoePUl2A/2RElhGUHJacZCKuvZwFbaWaZ8eSj7vu4CjxN+7jyuejn+tIXBrQH3CzxiszyhbmxJCBqJgSlF3yqUu/izOC2H7SENgvtyUf0SVFEUCZMflpjkn2ZKci2jfp6bOtF/ZdqtXvPdJv1Qe//Yc+H+rB/SwpnBoyIsKCA6bTHVK18B2fLmgbYMtZl9pZdy7ZWXGtsKQrwZjR0XVFD9BtJEYmaIol0uEiszeWgihS4qpQNsK58AM+Udo2IKnz7mS83iZmWrJTBOO/6umYZRlfU4XmwiakKTITum9eBbWq4cT58ZZ5vL7huTSf/n2FNLSTFihgpzzYHeUI0TPZLDQhDawGoUfeCEmkYVhg4ggO8l84ijBeFe+t7eE634RSVe1lVS4JPBprR5GGgCgM350ScdWJHp7l88vLkfdOD5vJVgEcPUaJLut7rBT8g3ho0gE2/La4oFTBkXtQ0xC4SPWaPS4NrkluLskAD7oAGUj+NbqOJFA2yQQPfKA04aMBLgTUzEd3gzJeagCEie1I0gHXZpYHg+VCOZLjtuzT4dJrJ5YSP+J9CfCzDbf4CttmSVNWqBomd1zLMzgOPDBS1m1sBNrmlOMCbfNzuilm8D/gRkZgtEoN6Wk48TA2oPNujSPlQkCAndhWifGY+32jNsCRvhSsn4JGgbnQhmVwejCkemfJtozxGucpquHn+Y8L//Drj2le7+P+MqGpRRk5ybXMAoJANU/yiMZJkzfDK6FlQKg3BnQDZYUhOZMiJrakq963vcXIw2iwq8HLICZuM8cWUYVktgZwshjQs7m43fzjteuOemSXxHz2xFFGFlHEeTT4cFGhyCLOjlhW0Re+IplXCMfFStBWXOqbVUX6NsRVE2lqWJVqAt9QVT4qBuJAiCd3UI4CkzFK5kg058Wlq0Cc7BTrjE/oizqTfX2vO7DTkmQDKK4TRnDQYlm0a7REhl6MXkZnfnY0lMnzMSwj8E3KOOu6Uieh0b/AIz/fD4YeH4N8A618oMzT7eL5jGmcG3EH8Sm2pmW2JXmB2TUTUzeWNvexyp8PpoL4EblBby7JFKyyHXXETeEymFInYxCOqk+1hcpZseXwyeMQHHrFEWW+MT/zBRjarw+AzhAoFBjxCIcvZltUGHqmAhEiBdDjTIkxVkiJzAhC6d0TlH63tZkuR6NiHkQFNWWJKyuj06byh0iMaO2OstSTAe2cXs2GgaycRU+4qQDJ4VDjc/0qnyAtKvASWzokNSTEZrzZlUNImDmpsIqIAlvbsEC2zfpi8rf4GdgvacyeTEBZgBi7OjGQ5wwFbWANedd4AwrIbOlABYTZUXWtuAV9vh6WnFbMIPZhSGExaMiL8TIMgonIlVc7yMi+yHed6faIwlpTLhnUx+bd/NWf3mNIM5lUxmMD8El5IsQ30VxpwZqBQZcr/7zgzpIh+eZq4YHuv4UVSyG8MWdKhCOis6JThJiWzhW30mYnSpMXSQtoqLopgs5cMpbSP1qQeUIOE873Y9llWrz8pNpT42IpjpkubH9jMHiacGXB8SnhDzAy9ILy3P2U81O/RTqLrJ1jG1gkyeyyQJcIzi0XdYfO9bTSHibu6hULS3q104KAQIenb914xYVsHmwno6WO6DXFaq6IuaETu04E+6TNLfhk9ueYKN1qJSXDKBdAXHi3Y6dOc87f2OYGWEekbEds5VChaOWhAFptjXBpk3jVNA7jZuDQYxQrI0IAUONAASg6N4nuyDbE+z+M8eOxMUXf/W8qjhDPDARL1bu/x6bGPFgXcBgtNxkmF4oqoqY9sHuLnRGx+GFBGJwE7wgWtayc5AYLXHuWE4iaIP0jYSE48OC8jJ4bV59fZhlJNPHjQLHvDI1vlhwlnRlZTeEy1d3PzbMjJw08bD/Zo2mJqzMpsKE+K9Fh2lv3i1DKx+cgDve3j5WQnHvFupQUHKXnfqj8smVDfo8+OmfxYZHg/rUNRD9oh2PcHWnyHf/23Q6fel05ZAGOMizMDe3zipGnS1xo7zIltCfHViCCcGaWsXQaGiMIWtcMiOioPJOWwvkuobwTbnWRsJxohZn20rYAsZYEeHApMjsPWTQmye8uyZP3vrZ8snJklSza7TtJobIJwmTslxoyrQAnoithPG5+Agk7VxZmBa3N06WR76freJMKwpa9EbX6IrWplbZLLI8ftiUcAwMqAaA3+wAZ1zeSaRnJCC/EI7UYepiwhaqcieWU20FyfbOUPQzlCidEfN9Bj4S1DU97olJ4a8arT6T4TLfO1Qk08kZ0rvXxAsbXt9nP9nRlLezuuyUQTujfY7Q/1JVRuQ7b42la9Yls/PzCqO8d3WuILfapWhXb8pvLrzDk45bxMQli4n6ZwZmTRcPIsds6abcZJvTr/PBBWD9aBM9OCVCD0ThhIpGSB+hJaIDy41pUTN3SA2gnaj/d2F2wHCQLHMLdn2+K1wyulu4ZH+KHP6ezXUKXcO+DM/Vaomvu9uDgz4KRcRXS/fh2mPYAzs+xP0VIApcweiMizMcqavnnIARo1L1EllgcA5WxdCM+WhCQVwSOwDA4gSIkQxTLYF3d6pmfzdjjY7vDITt3UQrHljvNS+BnnAmfGWw9vFxc/I/PaXDz0fPLcfs1zEjKM9ldq7PplC7X70jgz7CWc9gf3VNfxmPxWUuHamcvHr2fUcja4gJyGKYwbTWeIeJWW5+/dKG762YPGF7dE+Y+Hs9R5G4YFZXq/PHU50jXBjweAGKxQYl33XqOtx/4Hz/9LbELXgDRrICJm46kz6oZFeQFoAOtQnkY0cDhowKRiaEETkDkSqJZRy2aggeiZBpwZn4/t8Hl5XWWhveXus3wtJBjfAs6MnzMXZwb8/Gn5GFEAjSZCa9Cg2mJw1VUpnJnv/jFS1Bnls7rAI8DCm/nWoKjIlSXIicgnHoFseesgJ4UYrpV7OcBORQwzSIN9MdEzBXKS7eM7ZMmun1Ii6n93treZGtmFDwFnRkrjzFijOjxbs1o/p0f1LCY5mexxQt+cr98XWpozQCQkObmHNii2g7oCkhMqYffvrn/GycnSlDNwG06g5Znbnuz/5Z1r/KfXxaQfDQS0o17vgoWWsZ9mbpDBmWFeq2VdyPci9t/73b+Kip1d1uxEUsyGvjZ9G8mJRypGsEkesGKygIStbYOcVGpC5KsCBisegbVoYCDGu+cGRRswN7cV5fO64lxty2/P4V1UkRTOjMwMovknsMDqhpDe1Cf6xL0evhnaOGVyga/p/77NX8H73XPJH+OV9X3O7IQpzca3n74ZGCsAQS1R0O0gv0Z2DIn5iEeAqSLywCPoSyKIMh0AjHb33BzeitZ8e16+XTcxy66/FVM71JZ+7jfmUYQzg9mFXXikqc9/JSkyPG7Uz8th11xzfM/TS4+qJNXBFYc7zqMtEJ/CrTFPwLbtej0dZSQjZXCyDdExbl98Cic1fGd6eXjZiuhPH13Pzm8z+LVdmnruwT9NPrThWj7qLE9XaYip+eOZ2kZcsxGDhl89d88Xpmzr1GdDxmcP6HxKe1yUFWi8CJhtucjIE8C7qi2AO5kG026WIpK6zSJJk/UndNF1YB4D1g7fMrmM1Qdz4lt/Bz8kkhMXZwZshKm3XWiAQ//xovzHn7iHB5Ih28VYSYHgQgcQCjUqOJWWFzKXALROXkPfaICpO9uZfMbvo8riQ7OcM09jVrHBrINKmJsWfXfvqN88DVMxdEwXZwYIR2AON6VE5r4Yt82mj4+RX9/U/OQDV5+qEWAeCq5bwuS5cwlqhjlFcKqcWweLTrV7EHx2g7sRQjKKVFnANp/AeO9cJkcmCF77LB5Eye/AjGfN46S63+e93Dg/CbM6FImZ6YuAGU8NP8YU+JeAF767H1NQd5/JO7FNyygNgBT5DhqcfNB4GtSCBoeau9MgM9/fPyQDQyTzZNTi0/IxokCq9wFDaW6lMf1y+7nZvdimhfQJt/TCB2QN7C7j5eTEA4Q4d0m2OV5OdvOcZXc+mZKTfp1wZlRwCdhSGeMRbLlygrCq3kOneh4ILfW6isxe5YRqUw1xfhc56WWbpc2bMbBMy8nFpxSMnP9Yx98bVxdeCFkoR1qOme5L4Q8NuVEjMqkCZyaNIQJHxtu/waldpeUZLG5BW6HUdjJtEI5ob3WPyJfcL8nfOFo4x1VnW3l5zFzAwpCTRdbqzAWZddqJMmnYyLBAeQzoiZ+MAoA8V/IBN9RnMeU3mgmQf5QahHLRB/gkFbyQ6BnQMWuPgm9687m8FVu0jEb9DI7nke3gkSck+QzikXngkSnEI0xHx2+/g0fQP5EzvGVYXuAx4ZZwElBSjEKRSVctN6cRk+ZIbOeG5Z6Hly7HKW6h65i0YAKAHztTsB3oT2wXkxjHQ9ejA8AUTao/wdNRNq9Af1InFAg45ATh0DVzYDvizm+XZnUd9vPIP9r7vd+Bu0MRcCQpDHxMmcEPmm3K4MykBw3bsZuWUZwZpPlWV3WjT9WY8sobTA49EZWXnZ5lHzUT3qXIPHVkigYOdcRUXk2tYM4DtAjcM/CaRACa/93vguJWJFO/fVvjJULvQ+JDoK3rxrTrU8bjzHjI+wQFYduiBk5ESxAuWvNb3Dscxt5qzN67IZ2k4bpaLtbs3vRC26niElVCI8qXLGNiBULRlkJOKexzF5wZJDfKXAFFKkIqh4W8E6/1eNYf9CPzdwVZziPf/gHbAiYwNo+T83Gbmcvx+qHR7d03yCHstNuS0zf1spO7dP5tgxQnsCNUqlF8AwPTTOQKQA0njDNuvarLALL3L6IBQhIdqmEIfzx+jyPx1PTSXnFm8Fz0P+/OnCR45MHwaXn/FCDfhFHFdy+X7ZWupHqkcGbUDM5M3hzQH3KyIiMn7j3TVkFXRkbl5H4cuv+C8c9MywmEEtfvIieEM4NQS7o3HFXGpiJtIQ+TnICHZz2xxXjzoJ/ovyvws0eeh5xANj+snEgn3aHPqu8Wn79ntXQBZHE6yYmtpGZRqeaU9oMYTgLfAbHV5T3y91oBCAbIeKqtIOyOlGUUV7sTSnSpW268nbEbMz/cNdEgDMyPakZtBckJ2hxRE8YslAowFpwD+d07zgw5BL9X2ev3fK8L/y3H0fcw6aWXnu7E+vr0E/CaIdr/ESn4JvvSn+wRZwY9Cgo+L3vhhXE8EnbbWJKTD84jS5mD27kWlj3hzJDSUHWdGSU5GRLyqYVXGusnB53fFeSLVU99mzdRV1GL6zNll/4k5O4V79af3LZdeB54zDhwR584fX0/Pw/cWUiKEyyuo0CuozgzmJbN4MxQP3QD2nRkyOZsKZYlJCec+lR0Re6kbKZK7BLIya7F5XPqU0flhF3g0pBmrF0a7x1nZh+/564VeF+/lPd11t5Oynj3h1IvtrfTRve759O5XGRwZpjkA8aKCYwViSUpKA0FIHPwTMfaBecZ6zAzHyQjhqEbIIZ0AYkltlNYM7QDSk8Y14OBMRksYcxK72ljKtTEl0vhzEhu3lE6OVXclssxkh6tYpPFfqrCWbd5uflm1TXG2pIAAtQc3pCf53ROrdBGrDhLWAGmY7oHLIsW0+mTrSGPpmVl+/oHjOyGDqkU8PBTOobZ7Ok/NA/tSErz4141SLktYKJHak24eLl9SerRHtnr0gAglKM0cLFxqGHdDRdgX2gAWko1sBbhaQZHgm6TKXvGmcl8z5SS4n6LVA338DdE+/ASdNanSg0RY+8lQ1fXyTK09/PoCB0mZZL4kZT/lFIpeKBQ4/2mGzkQz+DMtDLJVWQom3PYVfTpIuqA3YbL/QHZeFc5wUk1SyAn4BE3BR61i5JjQoXxcvCjRwJuR7q40ol6Ae7ciGuQEwNyMmwun7LcrIWcrCuEnAAlGHLC03ISgZxkj5MToHYjV1OOYL4dvUawq9tBrjN5CkJp50z9obmgXefz4SyZ5domExk5GVOqgXMDdHmkl3eEzNM4MzWQbVTJQuM8Dj8DNu8MDahtQNkzDVwiW25bUQ1Fs+Z6CYMekhObHo8EnXvGmRn9njSV/B4lhOOkxIauh6SMtWXvcdW/6zC9sLPghBNyvLbnWFXEVoXDYfKkov0kyfu3jNL1fdYlcz7VOhNCrNrAmVEIEtUDBytSVlycGSAkAT9sn3iE6JLmEXTqmBrK4JaZjoX8NIQzI3bBmYF8uIyFIGurz6se3JdgdwUazYFpy/V1mLqprQjyLdGk3TRjgtRTlKfBN50htRozgD7sBAe7uS6VyFENoicn/dtapRwzJpcnHGvacFI64KZ7zEPbDHaw48ckEtXMAKMq5I48VhAUE6BfcKz3Z3Bm+AVMYYN4/+tJ+QAfkhYFGaFbkJKT6UND+B26Hn+o3JDpU10+dwAay2uqcS45Oac1MswyuG3SO3FmcOcQzqUw9dA+fM9UDT7QX+rk972gotRoHH1DtMjWtMJIgmfXxW0P5hFlzLU55V5hTMyXI4OG1n9MYW0foNdJC0wVFyELkmXpSAghORHs/Xsju+Szv4pfsvpS1ySYEjE6m5gWYWd8URjpAapdItNubLkachhEpxJahD+kcc7FcIqImOpkSeGwv3TLYO7Na8wrR4SaBRcb8BsycqQLbNc2LMosx+bPVUrm04MG+2YP4/MbuHIUPtVRmEd0QacpCc7bHeZgwmEjYJQEbuwKC6W2UJC2zitbWRj45HUiVbd7BBxKa3rSBMPYjoR6f+pT2awelZ2FyfjRhjAJGmhMtokG921jlxx5c/zSNZfwdjZeQ/6QNIB1yf78b4fyfrlGIRr4PcAPNDE2SZMgtSKaoSy8cSjPtLyFBpdy1vfbPsw0KHhfkc2FeWCRghxY9uBhRYO9+J5xsCsKaWb7vaGminw0S5quh/9spMCRtUIz4eRsHFY9XtVS0BiIYlkYMwvl6HDMHjj28Pbe27k7P453AV1pZB8a91poI1b18+8ccmOy/s2r+Y6aleOOMbexHZMTOnTDB5OTxbf1B1duVK4cEkqOhilZGr5mniBzjPnQYkwU4vlcTV/VnZDO7IecNHLlaMjJ0Rk5KYiZ1tsd1mDC9kYsYY6TE6ZoAK1E3hz48vC8XgEXfQ13p6YYwkStc4lh1JX4pHuijji8QWGnY5c7YKA6WALoIVyxAJfgfbFev6L6ppGrw5chncMe5QScWY2L8P5UqrGEaUn/Di3CryVoJzBgAO+iwQ2B90M4g9mf+UW84ok++RLX/xO+b4lUhAy1LdD8sKS/5/yfRYq8TCsYMXhwc8T2jm/3pubge0bsgWVf9vWknKJDuHD/ygnSFkBZq7E1Q6sSkvhDjPkPQqW6MvuxvX8L6Eoh0DfUnVKU61ULuiN29o4498A5W4qCFaf5hV6SLUeGkmb/29cHesCao21o6uuCwmj1waIW4AXUu7aZV5108/C1T18Cv657xr3akhWksDKEUH9AHhl9nj3/J4mJazuk79kSte9wSHMZOfUMF8cdlZitsD/AYNnda/Az+7g6BVG6n4Oi/rlWsskbKuttNHXeZAwmHfL3xDjWjaXO5zI30YEwn0eWg8hqnzdEbrnknENygv7EC/fIfN18tSzA/t4q2DndMlsAIR2lBXU59AsBI1OQJfzK7z4pbr495XMz1qcSzgwMBjydImG8nITSMkJvE6L0IkvwehnU+xDJS+pZs0PGIa9G2DfdQTqmtl35oIvcgv4A5yK4Rnng1Th0NqWgfcDObk5yDVIvwRnZnu6XdeSIiiQMrW/j9ax31++Zuc/7X4Pk+1ZC6Fz/oCcOK77anJuFHOCyweJdlkgeEeQ6nG/JxiK9NSxpXf2OV0im76GRubzkqsTOpWXeV26/GI21Gw+MZ9sO8s/JrgsVQpJPf6WLHVt5TbKmyM+eKvQ5G751ia8jPd+Xqmh4rL7jNsd20hYaHFKyTv51vHTI0A7ojjonPNXBliCcdTKeR18C1gkxaoIHtgT+U+SP6Hv7R9qtN78q7n70JXOeYeqHx0xpfo/Bpud4+MRtSYQ9W6xQ0ZRCzDG6SgqYyM10RC32IHp8JDzVKzSrS7JEC4a0O/I9YiPS/L5+6LTkW7fAWbIqpIdIARjPfAJ0syjPBi5PyOpX1nayRZXXGDVFPuepYI6zYdl3fZ37RoOQdPLdl5cM9skHdSf48c82Aj+DaAAPOFdweAruntpnKjOvG5nZY3oOaxwRgQATyQ7TShycLet5ftQQjURjRGhNvZbHryq+Jxry1YIrYt0z/P7Va0IcvhP7t6FOvcFH82/FNdGDEpY2vysGVFJ84l7DSR6aY+vZKrdBNb41ImmNfQ46Q+5fsbpSKroq2TK/wPMSwvdj7AY0EsTOsT7MT+eY1JgZiva59f1mLcJMa4q94slcn1P7lerNHW6nmfmY4TFajNsc20lbaTn54q2suCehH9gV58c/3wYekVUXZ4bkJGk7o3KCRhu7EMXkZ71rlntvCT3WcVe4rvCgpK4fHrGl+UOQk4BGcsIK0OQVyZpaBOslwKZdfh+VE4vkxLGT5ZrVp5ii2c/EjjxNbAC+7xuHVGkb4QMzgqzZtzQgKgndBzWebrEtOaUYoXGJqJ5vvdrNT5p4nbGiMMBXFXqNt576vr9rlwYxnL4Qq3GbYzvTWy/Ad+KntyXLhiLSfGDNnLSuly1BEHkh0RoPR4Jym6wXNPp36zLxmtghEUua1x/jquY4Cbfdy5Z0RA7C2s+kerR7zSMYWTPuDz2oSwVXJRtmFPe+ggEKaLn/5QSRTDQrYEoS+UXt75KiBwF3vrjeOmLZWmt2NvxPEkkWR8ZcfWEB1wEX4xiOLb8d4Zo9iBxEkuwrujopyq5MbDl6gXdNCl+pOvUitgJXK3w5OLNEVfXCcKc4ZfJ1+gPFPumZAlV/64nLA93gkVEFeTxjhN+FFMQjP/5Vsnw4gf4gIU7eMCydLhS1gFRtPMyUrRgNed0CHYvcVRiml7Y8eZn31vPvE3esb0zOg1vK4V1xZx6cZacia3tVQ5LlIMyuVIGQUHBdZnhNDhAx8J5t4I8j4pM8Rh/UnkZozts0D6vNzWXrnr5UXU+8jqzZS7tJKlN2Gvf5Oq6hvgSwC2o/l3/2xxfNr8DyWYPrw5XF8fqab0G5Gw/+GHYvc/+M2xzbmd6iqN+X3tSr+mL88N4EP7U+msaZcavJdRcwj86FUnr+XUJ9tDF59B1Pm9OywXBdwokP2XJyYYEwUt+TyRvRnyDzq9d2dH/xlcKuuNp4+1sedW0I17/j4e9jxwdXZshCgIfdFEkuRCs1e3aW88ysKZ7ue89klLjNeW23h8JhlV9Sw7yv1lkF9XH52PvajMU45WFMJbmCRDgzEHAXY8VjOW26qlW0qsoyhGcv8w6bvXXXmFvKrjW2TQTGSsIUna1R0TenRIpU5kA9xffGC8gw4ylvdNhZlT4pP6jxMmQFraq4xpw+YmuzIhw4MzS9AyuJx7A68aHz4RCgIjERnpsqEpkFURsoQOhrGLvkKGp0GL2K+zrYr/xfHQvWPA1FEhgdXslCNmKkumS2Sp0RqmAjXj+B5G1RRIkMHDhN7b94CRuZPjrCHvPORDuOdF70lNHHpx2ASZu2mEeIVigcla0au6g1zi7yjlg9O6610jQQLUmLd7RERP+eaLCm1c6aEpAKApoo63BpIIEGfGZESmPtgAZew+hMChdnRMngzBDY1OzrktMhXCdW+vgr8wOxhmWfyYstWsSt0QR8VOV0oTDBh+pY9pZe/bB10eR/L7hL3FM73uqWOfH/53VaTnIvNw6G8rJwTpb+fKUv2fqNKwrjS9EmU8je7iX0J+EN98ZyN/WpC1/qNr4IhrwfbOLKCWNjODM+y2gBEnBVm8rOa0uw89QRc2DrQwdtKbtG31aVzZoM8EhbTPTNKBCRqiLZsCxmazKT+qNMfa2NByr9Tn62l5d1puUEVpBZw8xT7soJJMAPnBngs+SifgjepuFgpqTM54j0cHeGTiuL48gucvKbNyI5j72i5e1ZTqDq21KCdJGOQWfgkHJz4MJzsobnYviaecIr6Q2c4ya1zOynNVK0EjVcnBm/JXow1VXZLLNLm4fZpYFB1gGZ31J1nbEdqKktUV10Nsec/iMr5WhBFvIAIj5FBcBOZz9T13eawUlBBXLCy1qAM3PWteb0PlOelVDSODOgASAd2hIOr4DBcQxnBu1eyWXxz3SZ0iGzAuy5GUWejhXLWHxP7R7V9wcrhO+Nunje1phybG178eex60Hav7/K3LlzkVcO8+6WMGyVt2kGRjX7uxB3oyl88nX9BOhYFQfmsmcOKPL23nW+25+Il3er3xD6kwvuZr5NncniTTF23NOv6wGc8jTrSDeoKmbwk8DsEpbpM3lPwqNVNcrAmRlhl2cJwpmx6iddl9xRHpCbRwzR1QkeOQQ8UgweQfSSoyA62eWRXic4yc8L/Koob47yieCRGb3gkSQpMNRLoN5+CxgrTHVxZjIOwKnq0vgDSo4ju2kw7v66mwz2OeyihUEx8r64Khp8eYNWkBdwkLXboXENnIlhVELfABY3ochAKZNGGoad/tMO0wevPyk4RHxG11Phl8E5GP3VV67Hu+5WYCcaxZnRbMeKAWdmJ2Pzdg7abOuwr2HC1foWPHBnkZ+3AIipu1d3Bj5bJUOcmIWxPnQ0Jm+H83zbsJNTmc2LgEhW0Rphk/6wypzZYUozHQ9wZtCXyDhZtc1W0KQSn3CsQ0N97t+un4weNm9mjvX0/KKh/rvOn0D6wTu+53ZYdM76C/NtadBL6qPOiTfB0QOXr84ErOz2au/684MrM+nboQEsyNeY481xEq0Nrtf3KKHHP5FeAFYcPavQSvjbmNFlKsVkegqho6TzyAGY9BlKefalSeLC7mHD25WQzuhz2GEA0qpoUxBIpLJjOmhsBC2YocYbh5DEC/FGoKUbF2/g2iHMXQ6Rbkx3JWbDmqhb7Jh9QZu/SQiIMyfzzY9v5Q/3AGcGVR+tb0qVISU43XGgI3J9elznYwylUo5iFLmRjt7A1ruUMI6lLN9Q/KqhpMApEUkneRge8K4JEsdHn4Vtcmyk6iJhK/uvKueC9rgR6IyybwwK6dBBWSlvI5wZlX12lAboSjbtgQYRxKxvpIk8ohOxBG5KYlXoWD0FjrM+z8cfPHCKXffwFv5oL3BmQPtRGgzrTrEuJDXf58Si/rwkKTK4dI+FwgSX/EaobZqId8VETu1OtxvEk/f/qHOPFd6PO4cspxT4FNzjUeKeyYX6Lha23eoVOpvpS+4OJLKH9MRAwik/6PJu/yZW6kac0KluY4am6/gCdoUt6SPNI/ycfocfNgKcGWCsHAUeOWqUR/DhE3AJ3I58vBk5MSEQg5CfQQM3IR4hlQT7aPK3wDH78222vtDPHiyutDeEG9jDw8CZAYx6WpkCz7pNONUjLScMcoJoi5ST/qicUCAdLe9ZSHG5/Vw6LSUnrhMuTN94AqULTD03s8ZehXBm0NIDUTuxcKL0dQzdqzrj/KuISjl0QFbL2lXEhSjsuFH8DLzf6z14zW6iQQpDI4n3HYaKtoHUp4yc4P3JVbTYMdoLBFtXnsPuDUqy/kiv9LgNjT9rXOhtny1KcTnLUZxEnrL3do/eIqeO6bnFZsLbquh9SVFI+/Buo/RM/f7P/Q25U2mMvfzyk9urq6uPDr8UdmWcpp7+c7XY7Ulpf7uYI0qLNdnM8uiJwTyXrnukE/UnsOLoQXgu+nSP2Z+0S907ImCC1tyh+XsuZyPA4ouT2NLmkeSM7pj0lSEmHdIna2VRhXhEOb6JhqtpGVg3yiOp/sTlEYjInnikSJitRY6oLc5lf+ZeWbzYyR+mnkS1AmP1pQQ3VJf0msDs3LxIqf7EWTSWLRtPfu9C7ikh9zQo1tVhjm/HqC+Zk5LH9HtnZNJ9B5sa/hIPa/hMpXFOZ584CZb5z49I7OB+WSWMmSnALmPbaChCNAA/v9RFtHP7JbdPpZmwGOSni/pUHM+08FnAmQna5nZAHLw2BzgznYPOYS9Z7BY0DqM85KbHeT1ZUiJL0VKvhu/5OKLClo7RB7fLFGrTqqEfBPyeuJZIOggPL8gc+6Brqua+FSERZoXY0ql+TjDdM3W5PiIB56TfYDpQEx0FIQe5mBFHUEDWHbFkkMdVoWM6KQCEuFQrOtbxUVi2F8pIoUd0//3qFM7M5Suipeub2Szww5wdw2wadJ5KWF1KMQmftz3O/COYGoVljdIH4z83g7LQp/j5kG7zrsGEaJ2ZxxqA91U3d4qo//USb6srBM+KklXboEPvRlaYzykG0/2ILjEeg348B/cNpzp0WGb4DXgI5g85y+S12RvVNmOecC4TKWdksEcYkURQjkJNbtdhKenOQZFSViD3Nl6XiYQGh8uSIOv623dTODPf/0dsQv0Oa5Yl5Dnbh51pGucVKRow0ED4hxFhDi0c0KopGqBxTVb52BDQJLuHE7x1etBp0LLkzQdWKvU3fy3lh/SVp8SEJ7cS2jCIZ1P3liogv+WxpGTTkH1Yw7C+qOKaRCygSPB3EomYIWyMWFg2LFpZCvcPGU7O6mY4bXMpim8QcxIDo/fJ3O/TdZoC8DOC44nZMCQtbKjVAxOv0SM+RUQGEkyPIXE5nVWoYB5Z4oGhK5LB1bIswYiQlCVlVInJ0BJ8CC6kdkUafPAydRX2rww9JgrX1CdnO1ye0zDIpuOzVuZ5+ISELfLqY9wfgbBBFCnxHi52rKDMk5N9bBj+Ul1DcdE2LcdpUMEjs8rt+ju+nsJjuuhZUeBpAo/sgseENg1I11QXCFDme8tzkeAxk0bhw8oJW4bGGmKIxSbhpmdJUuqZtE0FvC7gdyP7vXbrymu8L2LXX777j3hF3Q5nti2kOchUPDVLEhVZaCuGDZazM478xcihRnJCBAAJzVKVJSb4+CBg2Tt1w0ZbIe2Qub35wIn2lv9FyGs9bko4MwDWxvPgS2zGMu9LXpkGdtpbRpTquhHTN+VaPYKqRgdMlhxt9zQgP3Ce9bt4MsgaPWhEHAPfLTVVRS/xESgAoXLpjKq4dP53VwkdsFJUVESWodFOb5dncikJTB//pl7l86IvqUy9Vh8BP0WHLGZk6FoAp1i041mra5NBQGyZmHeFf4mIv+OG4HVMZSjTcsyWv17kfxXPuWfZ/fHKLa02QQvM2TIkTUE7Bh4RozwCHQmXQHUnFoPjbqmHxyd42SAQ57tMk7dMzWE7gMS7ef5UY8vPvpjVXYebnni7eTTccMnTRZjKGI9guoiGCYiIg15FxWAyomotnk6EuquckETvrYRhfqke35+4gS3V1wsl7I4duDnvhylUcHQdrmyOvxPkRHrogsAm0Gwjnvmrb/1Vn9zSoc8BOvjsnSN8MkIKyjXNKelOsGBHAvYE0IwSEIMEkBNuTPaweJ7G+vuTrAMWqpbKIN/m09jmI6bFt119au7g23hYBmcG1dmFjyBsybhwPK91J78gdX9JgvPziGOLGOkHSJQrvIDMR+g6UB54dn1ch34g6YQhhXHNqJV2/Lu8n+19V2Zk7lEdaX3vr7TahaHkFOCn5xYEpWApUpgBG4KmXxzTkBO9Cbt3alAaWrxwTeMjtUeUN3ez4+f0jgkQ0M3xwRE7gVYG5nF06yjVQvnfpaM4M2F3H/4QE6zcsUO7+R/TvHn+qBZAa6Nj1DTg2GawIpgAwxDOjMvbUDTd8iz+3krTWGggu4Z1qM8Eq44+gfzd00XhyB6NMcqIyeeddlei6rELeEuNO0LECXCUyjiKwc0HDoPVApFBo9dm7kHrJZQbA06CoTomhRa517rhbyGYp/ErueyFnqy/Pc3JqZjJSMBH11AhywyuBAUEiyXSNFgg1F//9ztxZkADaeUOpt78D7Y3GhA2gitEHanbp8A3oFAx1GN4hGiAph3F5mpK2Gjb4lqBx2nv+Inv0eN+Ei9vjMsFOcLJKc1W0M/aHuoMHSYbw3HRka1J9YfPUtsHBpi+qtk8E1ogRPrTsmcKcA/McTt6fuF59jg4DbbGpTzQL1jsQyYO4CoJ6BmYGteH4uZAiccaOj6/r2VlssKfGNL/m3ruTEE2IsH6Ut8VGKdkd2MMPBI6zTVhv4RftLilAXKCxlb93i8GfUV5earHiim6BusfMNvZbnKS4ZHncOVvtoNHIGY9HcBmJ2ZEQVqCsVqQnOBXQ4zP+/ofEhPv+xZvDmWa4n2Wk3DaEZdnlCIbKRMKH1tjHkZqDRrpcXKC7g7CA2EBqhlN86IQzsx/vxNnhuTknnCT9ucNud7JObkqVHLZlgLOwNCweVjpYOL6sydRW+G+W4t7I8aeojXaHhrEwCkTODPU5qDxCATGaEBGNq9T1/NT7eXqGxOTGoedvBK/FAQSJfLQpto9KKP6cNLpRwbBofNO9TT+ZEW8qJ9JJ6cfs99WsMxIZJ1ZuPCU6RhS/iWv+pQvrg0/SQ7A8jglI/NFqZ4uD2D9fvfRNXs8F1FTo5ZeUmzoRKwx0Aulaet4JFt6vetXvrqjfpycCkDD3NyAlD1RAq+DrmAEG3E7sY6k0V2RJQ/WLtd2lob0OWaEL3Ab/DmpunKmQcUBVCS+bW9c8tNzMLGj/PZr/lZs0EKDALe4PNIEHnl4EniEpXlEOK3JLKP64Kbk9dVjPNKUvmYlrUPgEVhG8Fx4BbhEEgElxSN0z2k/NBGXxFj9ID8GuDO3whqb5Pekb/AOOUHE6l77k+px/UkYNyBZ5E5mVuNzt8YWvN7Op5HqBBUk/a6kjdH/VL0uXslgpApF0/3iDuymxcWZgcGS+lT5kjVM27aBefOhhMlOTOK+gL2pZ9C48rS8BGYoTFzr8gEp+VQeoT9pnBlYLl3FjeIHaTcVYOeIxySm5mp8dcuPPY3zl49MTTi+nJKAk12VzYFRiGRCcOxHVGKsLyF1Ts8TQy9frTX4LzUWYMgxMXWXD/5335UZOJ1gis/txF4OeRvo0USlvZXXcWD+TbDtYe6+rg4MT68Otsd/Dzp2tOsYgikpR7tJ1UyZVJ2iTTiM8zBNk46Jp51k+Bp1tsL2aBmTopTZmlXjM+LoPRhMNoWYne9FUDWHqxVUUIerqQ4Bx01ojPT54448+/md4qWDbtDvnD6BPfqd/9G2LkpNMTEWTgUy4PRxG+6v0T+u76X7Z3QX+F5Ib92lT23tYyf9dSW/cETIc+FSCGV9DCvHwsgchFRcGvis1Ajus0wJnSZEGLfajQbEqO+DBvDYr17ieutX4wJfPpMhiLov10ZCVnQRUIklNNg45BZ8SYB3UIIIwBVf52/Hqr3RPbLnP9uxm8yJUpMDWJJPy7tQAJAo1C0TXX3NWNGy17IJRw68UaAjlSQ7TqOkdNFHYJij5BQoCrEPCnhkyZXC6YU87cYjJCd0Tuo8OndcGbvpmJxU43gTa1KaoHQDVA4uMxBIkklbjPIIIpBc/IwuW5798Dax+l8pJwQ2dv9vozNaBtXF979kno+cNzOpjcAwh4zhbkGybDjVupq4rCkpB/5Jc5k6aa7gYTqD/oy1FSQnJEtJ2j2+PIEfoXPSe9C5AHIQpvvU7zBRN8ws3B+pm6h9EkpMp8jZVMEgjYQG1cDjKJM2yNZMP/ZS3gjB8nYFjGyuS+heTvoP7d6MtAX0KJM7iI2RJmgwJ9DvhgZk+cJ4BgunyCbaR/41UDSIj0CsEKeUB3vaR4ehCBGt6dzR62twPa5z99GxIz578hdg/+589bmn1mYUG6xJoVHSvyVQ3q3fq8t3zwaPO+yhaABRxG63vmOHTeJXGMuEXISpC9o/KVStnI3qhehH2F1QLxdjZa88QqeFsLhlHI8UQWlaW4f+BJP4kmQZ5OaC6U8lnrZakoJcea3pOuA2WvJp377KWHPEzxJ3Ti9iz/7lf3yNo4634XHdyG59Ruqh6eO7HfvBilbAGuQfsLNX+fKLbfw8ncnF9OUwIKKZIbegkXAVfbykfNtiFr2dhZy5oc1aEZvjhOkM+hOmHo9TsCJ9d3TMY/0Rtt2y9KrMFrie0IrTclJ9LGjzWzg/oMCQDI883AmjDHd6Cf6XmzfXcDbxNMkDqSF64DTqLthW+rOHktEbgJyC74bOeR+Lso/XgfWF6ajOISfckuz3+Qe6HrvAdQbc4+0W3ybwWomiNzvEUXGa2TgJp6WrnJQSgH9RGOYr2IM7xak4sq4pxJNNmTuBkcjfBOHWu9Q10gG453Elm6Cfx5UwpnvAjU4IfTR2W3To9jXa4g6Euik4BCcVd9+4S9BK2npM06o22exnLTvM5RuXm+snXW2sK/Y7dZrCds4q4z0G14YY8vcJnp3sG2JWYqCJZ0+YJGXbDCO2RJbf6wtugXNaXJenAH10zp1Xm4cg0uMQOGEFGaggJWAd5YiFGm+WM4QFBhQR9F0P1Ls0WI/UYYlQpnIfkgbh8TQIq6d0OVIQFlCMXshVJ1UAkW+2JsSkw39kzCvIVRuf/C6LgBF3oWnmXPJ5ev2taN76Tfp8fE4/AtVJID4te6IADI7QCWZV/0xvLsrR2mougkKwl4LGQIv1xvLr2owjdFMo5cDh3Zw+18oJmqILugm4/rke6RTsfpp4pOaW9Am788ix2P8i8qy8TzkZzyOPvWYu7jVo9gvzKdKYnEAJTnXJkBN4C7py0gw52QA8pknXGrUlfrYZ1uOds8udnqSjDasGixoa0zNyUhnwyck8nydLUgMev5wDDI1iJPqbCgf+ORdfbS4Ycjzzk5TETkPdkyamZihmcKwg7BF6P3cGheoN7zSJBneMtRWpBndf24pwaDTCxZWJxzvEqWha4eRI01pjcgIDvBkx+QELf5bsmqx62v9CEWd7KYtv2+5RE2UFtcPKQoog/KgUaNdxdPalTDOOQZ2erK2txfAqhLcNORkLDdaZ6nIoJQ792tO+zElQfFyrT+Z6F6U0ddBtQ5CS5mJF1o4/atEpb2A32I09MdwdeC0crkkp3GA1ZL49/JSbEtGA5O2pcSO/Mnffdb3kZuGLOcnitX38MCi7qTaMBsgoDrp1zOCLQUn13fW2Sf3JncQjITqIRpc65eoQnfvB+5NxPOK2d7Wt0ik0yUMP9qeTRNJT0oYRrOCI5tUO6Y+zuxt2mv2YkqyVJPZmvpfX52Xzxkn5Tn/C1oat2HA8Isf1+rdjdkXBNF5U1Ksoitfr0UgW5NytLbzUsu0ZgEKY+9c32YIh5Fgy/UheQj0ikkMyBNW5j03/gf3SrV+HzqqqlusnYPeqzaG56YHNKA1Qc9cSO3rpe7YV6E/DYZ5SiNCn3rVOqJfUWCdQv4YulWWmmylSOfmG6YxE7SM/96u4UZbf3XvPOci7vJdC33PYZqVru/VD4ILcuZfT3nO3ywDvedb4E9LTFeyS5Kn5siDnRh0OUF6/hh7ekqLdmOO0kM0aiq9UJClqvsYDMccJYtrejtu2g5AzftWp3r+5pjLSeBEiVnqNcVuXrH6XAcClSrOenhhk90yeoL107zeBtfIhy4X3Rorru9XPtA3zM3Ym+H8xv6rmm8YTAz/3gNFp+onb85frP14vadcV6dbKKdni6R0j7Jv9Np/PEGOeYpiUg2AesMRiDoOrAYvCXwjWEQACYKRmEYgXB7guwIqyOcuNyaonQpQlFiO2wmcMcnPb9CxxDxJ+zWqR1LOmm8bftt/o+UamDsXXGL/pkdVlhF5T6bFXVuWwP08tsV++95uuleRDUeFb90VLtrUqn2mPggZxlwZKgWk80v9zz5dSDM2d8iviR/RB6ZqgOoNIz5GNKbwY3jHSQT5QhMOD9whC6yzxcL+J7wlPfQXwCtH2hEC4uuev7HYOd1MISkpx+lD1/URcnJGTHyRPyFHZNOQdG7EdnpUl8wh6kmhHEmDo5DQHhKI85BgluiZNjmTQ4Ccm9E6LAwRk4L5NN8EBOG3WLrhav65f0X5M/FSmmquREPH/qgrVF2m658PS7JwVkaKmZvXw1mHpazsSwHfxq55y01jZdqP2efA2fVdnTki/oc7WfjhNGE8h2++qt4fYmWiEICdQxd2GFSyPPpvkBOa/ISxRW5CcIHUfboJex5WTAHL2BWSWCywQLTFOTnhSYH7L2nxgHv/zcNw5vI5ryLuq/2bHT7zfychJ5dXGfUjY+jWATzqTvOKRSiSFnDtBe/XOs3jPh6XBGcjx1NxqHNMyws5uMZXPMZ/Eck3zlqGfa5dkvoHnkuQpXoVVIAQlhoBIvx/+T3D2iLU4sJZSzDm+ZxHmOvLxPeMOD7rjJnR0nSbUwlt8f/6wdfwXXE8UF0dUL74JvlSXog+qw5jlsVefX3nVUdWnHIwvfQ+Ok4IQg5P50tefe677qEWL/4rvvwD7umE9PmPN84+3H73olD/jUx+Mffjy4ldrXlj5x6OqP/9VDJCW4wFQjsSWV19Y+dVjjllcZCtuHst5ODdbkiRMShPMObQQy4J7On+OWR23rTnstdIi2Qn4VNnijg0sEmlkGHTtQvZrqDmUyEIqVQC4SP2J6QRxDwOJ6ORhS4rbN3segHIGLk0NvrKv1GsiHu10FjPtKT7+z4nZ9l9mTjBfu/Os7A/NI2fBDaFhUFrYOMLPbjfkE4lHpjvGL7f/1HNlhkerrjUfbuHKF+dr5p2oUnd9hJ2ZYNoU14mW7BlQKwjL2+uYCQjIcELwGCZpdAx6MN0BQRNMkYEsE4B/kA851nokuHzRdWkZU5KmDSf4NfPy2QM7htjZbbK6YL7H/Nb65dr/4SyGXGXB+98yV/ep6jwMCiKzA+xv5Vn8gQUTI+t/sTQfNN/3QtNoX/29Pq2pm53YEJXO7WXqIWR3LhLJs3tvBH+jTxcAu1UuS34jH+Y/JIXFDI4sB1QxgszbgG/B2wPljb5nOaYQg5oSiFj0PVkyimDeAfi8spu9j0PeXLeID1JTIs++FY6pEfjMtNyo1X72fxOT+0aU3MlBO2cG5x6EsnnKAoojS3KiPyF6Kj186AdXqY03/squaO5jx9OI0S00VwiVf8lC9fLHXzHlLokva1G0k1oi7KT1A1YXnCXXU+AB5t6Qst1u29YndR01UxueOTlqxCJZVg5ylA/D71jzB+XeLqY9UWdkz8lxSnuTUnlvnM2AS/e8+98W8xEVVUWKhYY2t8gyHjqoTLsQUy6MnQ/T2d0U7AG/L+ipkuL0v36t51aEVN794jZznl/VD+8akQ5WkMCv32KVXSbLgwNlUY5HKYKlhg1DmgnUoNBVicCjGH11WXYiKKyO2V4H07t8a0VAbEoq0uvTp6qb7juDD1aFzJDbNcDWmyJC6u8ZB3df9o+NJVKvxC9sVbTFrcNs8aY+o2vitfqbsK1j5p9vLQ/ytq09TvcYDRzQIEhqlZT0M5cGj28ygnMLnJIeXaroi7Hp6BwPrtnAiQaVNLdKNCi2jQfnT9a//Rg9OoQ3h8aNXDxqgc9ua/qJ/9ETbxdlLZ2xwhKfnDM5j/s6R9CIwAM7y8/M/hG7kyMx4ew5XvjM7NA7mifCZ4ao92nZIwXQsekO29H8M9+zJ/w8UdU8YuWXZ8k5M3M8nmZgBxQhhM2jyXofwquDHmnwlGM9LX9fEwkMDmnwmSnJ3NLllf4bPT+ZdJ3u7+P8cmSW/mxHlH02ewDJUa8x3vTLYj1CjbdMRlK8bb1O96GT7aE5M306pnAtoDql5UQCj8jak5ukLID0lQwbvLx9xIbISvMeqoWcSOokkhMa55XYxiNHVpoXQpwFojEUyIlDQzni3SKN975ytXYLLEl3NuwwD/LJ5mc6IuxgOBzO6rFFZbfFc0lOcr1KkQI5GULtdchJAckYtg14bnZbdjxHtnoneUQ7lIGt5VliY1yR3yjJjWxceXHBSDVwZupouOD6ZIIM1XhyGJFcM2LLnt/hd7pV7YwmhX25aYh9eWOf2Tr5WvNNWXY2lPjY9iKv0765X+o+9SBtZHIpMwbiI7YrJx64p4moUrdV9rzeKAdnlEilXcOicigpZgKxbP5jm8z5I6pWTDQIwL2o0DLvOOl0z5V3/xzP31yDN4A2hilhTXXqmn/qffm4m8TE1qiZNzHHyZkqcW97VNGK4VWEKapkf8zpQ8LPwXMXe5quhc8MXuRkuv6jUl4Lr7zsqONOeRTjj+PR21DADDRr0Ye+5wFMrUEHBZxRMuBO02D++RmHO1tx7ogHs250LhwPn8Pn3Iq+Dac79bQPW9sRGXo/riWY/C7aF4efrtdSHwTjlCmamksBPjYwLNAptuHwG9Bxn2X2+iZ0blWAnn6t5Wda3cIbk1OG4zxvZtAJzpY9WnPU9lQF8UhbjgEzoKsqwIdeTfvMqBEn5TNDiky6A/zsxMT5G1qZjazSX2mQ2ekNw8rpb/ZLLVOvM9+Eg8FGgM1tzwlIbVsHnO7Pz9EixCNw37W8VK1xPPLaDjlnRqko7YhIFSO6mIVx5vx/7uTzI6paRIqFHzjZpY5962Vf1q674Kf0tpAPFIRaY5aYsfIsHLgwGAAAQABJREFUtuXxSzy3nnaXuKOrLzlPkZTDOyPOQXCumtGYEGUw7+dkKUqpH9mTod+xXgwY6QZItEQoHZATk3WbLFKqGQO5gjc7lrOlKMDWW5q9drHjXx+60sWZWdJGrQMmaOjZoIFGOE0n/zr5lY3d5u+7Peox9YJduK2PXbi2N7B1xnX6m0gVsnFqHoJDmNTeMGj3nnaYHctVHZNnZ7k0SNgRzIxnK7Vbkt7WPjmvvMCZsHNAwvdhc8qvMedjpuHgiKZmk0UmF8pSvuQsb/gJKepQKN0UCVDULksoPr/3xebrWdNRP9enRHQ7d2a+lD0LntsdwGcCbcBjWrQ7YnRMKZQGV1/ua/RfbhwC1WeS+x778AefZB/LOJ8Zqsjud2nYbceaq9M+MxQ0dmz6YAgfAAyYRie86ORbzfu39upnD9nSCQg3ndisssU4czGhUAjEXcJlyBjZbMVWb/EAMdEAjC+FOvso/kPDfH5WU5IHtsUwr444b2p5qcB1jAUtqzvXFC9OyZf+Er7C83g79i8BCmQNGmg6J4Mzg9rgbMZuWfoOnBn5W/83kjOQDBb6vGauLKws2cO99S1Mfb3Plo+bLkzNLycxhiBrxhA0ht4rz2FDhyLvRYYwa+nGKHB8gkNbajv9NxXtlHrmtz93U+L+bYPimxjxHj8saxMjCiNzuovf+EYrtnahAUEZm6ABTV0KDRO4WUBYDGzvAA18YzSQ8JWDttWdb4vw5FznLy9c5X2CWpKU8JPNBUr/OJ+ZZ77LO7CrYysd2Et5E/tpjlQ06RA9xIl/WvZGAQT50diFsWev8rVg1eJOIKfP3pZeZ1Zkg4fPjA8DNfjM9KY4heQkPfJs+onnms/favxja4957pApThqUtKkRlZ2Iy06ESYe9ScxtmubAdiX2SqMVtRwHegTkRPhkfGMVZvmsRp0FtrbLXldOCK0LBVP/JCe9eaazemKhuHf1pd5HaWrB5ZHNKTnJ8C142JUTmJUTOIPc4WihDgpywnJ6Db3ILzu5MhCxMVz2vt2lKBsg1J+dKps5XqFDuYs6SXXI8UX7rjxnK+Tk0FE5oftQceUktZn6G0beJIz67jmHE7N947ibzXt39ouzhh1xHBSQyhGFVWL/FxtQI2cAW46p/3ODGUM/ASuqF6JhIhWZUBTu0WAAzm7Vmb8OIydygHGN7WgvKCwwHxg+uZw/M3UC/9MzP/C+cveNuJfbSabbCgDlMECWYy97/jLXItb8bt/z9eWMVX5EfGaozijU6dHUEX81FFqNbVrQHrpOwNQs0BuPL/yV8BPoqHYpEiwx947f4/q+vPAEKUWuYpQ+hmS7z5Il4A5Yfaot0/Tj8X9DT/98TLVe3rRq1dgU3RGQETemFKHjV6d8MMfff/f+xD22u89MCANEfKsnlnFKFPzV6l+a9zQNi7OGbF49rKhVwzKrwv4vpXgEZMAw0NhoRdVNgtpt8Aj8aEZ5hGe16iJQ36aleIQkETJCDoL5ptmcx9mq2RP5nx7/jrqGFJkQnguSuv0JaRZU4AjuozUCSvqwei69uPgw190ZzZUwltF8TlCWHHTtXHt+p62C7/lxEwXAE2TYKVkEoT+DlSWe3lu+xEbI/yTTXpDAuTgzP0zjzMDWgV3YifYcdXnq+3zrOiGO/87PjaVtI+zrQwDqH9G0mcMSEhxL7GtNoJAD7QwDmYT5hoypbyduo0/FHSAOHliGLM+QJWf3mMy/NgmTAhQXl3Og6KsQoGLLqMvzSI8fMFX86R8XeLfQo9OcRe0A912ehDWJYlG8RJMd7vFxfzLvQbtcTRhrBdiD0IdS7zHu3Pe7ic+zr0UAlNA5BFp0f17++/CZSSSK1nbDZyaFuzX2UGIAt6FGNMH3+Ms48PLXfh8t6Ynw+RjdLHAcfmBjlE0pUHlZQmLFbaachw9PidNTPEOiCaMmdckFimnnqFZPvy46ynysCV5ubwe87M0J+U5tzQW+lhac5hZ87BqaI69+gZz94AzsfobRtdt40d1xDEvGSYqaSFreUVa8Yw/mD8+lneCLatwHTok0l485V3Qq6Wel1ziJu0KQpsGqy/hq7FtNNOgeljDfai/A9MSBzUk2uUAR5QmJF7k0cNI0oE+/JxokWXuZnzd5ufN2Vg57s7xIq/07Msc24XS3gAYsLfwshIpKkNCYNGn+j6LzSnMD7+kzU1sbyV23wZoP2n3qM5Oh6Z7WGOGCA2YdCZ+ZCvjMAGQttjdfJPKZ0TtY3rpu40hE6SlTioucjM+Ma0JP8Qh/4nvuSLr2vBUiv61dP6QnKi8QjjOvIc6n5MmiHJ6JRe0mQO9sLBIqRcs4HslHdqNcxeod0FlHiZc3wYi6meSkqEhb9xCmrJoz75HhEZoOThW6C43A3TXx9zicmfeUk3+mbzJ+NV5OqqshbuBFiATF96WekVnjohpCLU3X6flL3ND0VUt+J8q7R/QFwzpfYNjSAe1JMen/sfcmAHJU1RrwvVXd1cv07PtkskwyWUhCSAgEBIFhEcSHCmryuzzw6fPhE5WnKGuANLIIPh/6UFx4KiiiT6KCiCBrhjUEEkJ2kplkJpl96enpvZauuv93bnXP9CQBEuA38L+5SU93V1fVrTp1zrnnnnvOdyoBhpewWVWn6UXYO6uQ90+d0hlJtcJdWecFqJqS7YWu6EGqegdSfDeXVysbaoqtjb//t9DAHtof9yevQwYx0hIqDkfqaFxnC0+9Ue+b7h/tvffycRwg+r2wUcyMYzdXbOo3P+h2XPjrEf2MSWRYkAESQIp2JpOxEesCU5jxBcuXS0MVaMcMgZykWcXSpUu9+syZvGCbM7YNO8wHRel4MohwmOQV/549wo3FwTkXLPdmndjldmpG94YNd9E5ZaP+E4k53N0mso7tLDsDMTOVyjBiZqaSoXzQtvz2rkAkXVXzSswZj5nJ7zmm0xDbcYX379j890/8T7oxOuosHU0z8Ahb2KXzGVUaa4gDzb3T8FTiiivfiEf8itkbzfCe6SG2B0ulmyuq2Ib6ImPjvV8pHtwt+3R5JDzGI1QWzOXdvK5nF68HzsxSJ4fHZOdAIgdxOL0OaP97wBbGfii3QQ5bmAxWp7EEdCcTRvYG5nQNKYovpbENMkuTaRx2H70u+DHwdpL2sagGvxSQBfOjJp9W6uf1iI2raDc8AfnUSE8Ql9OZiBsQPzLNR0k5Vk/CYN0zi1g79MymugaxYVZV+rUf/XNlXE54ST+QbEoJwXFo6NhJJviJbsxMADEzHOc5eKOYmYGUXvdqjB8Lp2Dfwfd6662et97ljfZQHb9HsXsS9gdfj5T75qxMx4dMJTWtiJlTi4U9lOTKawmmzfDzwPpeqwS4C0jIgl2LNOoDzijXOqEsZGwAc37/b3wA+0hGpH1/vn69t294dvHmrpJgZ79ZXBPgIQAMaNBNXgymDvLXzZQlUuUhLb5sAUtVNLLEpbPz9W3yvdH58chWweyRjIftrS1SYUI5yzkBnBPuzsCZWX4lc1bLolywugEpTxHaqynvmpjlzRqi3VF5F9kATIRXSaa22Q0wZCJk1yMCnlyQaLJP9zz4jms7OA0exS70Ag0EaBAv3rjbW9Q1IkL700AFDUZToEGFAxr434gGMGAgtoU0cK8BcVdMBFVmRA3v/L3dxgmzVvJkw5WpFIIfjXnVPgtCwF8dZt46P/f/6lG9xELQmY87SUUoulNU9eY0yfXxf/TNCSqKORC3l7aNGqfOuZYnaq9Ipco9qtFcifqkoOsrQ0xrCvDAC+uBS6KotLICZApm7E0OTKSr5BHwVBhGOPAnfrmCykjATe++GGUE7X4+VrL1da1oc48aqgllizVVA/ivKydYPDBHdJEuDzrxJXOzKV8glEDs2n5K5iBykn9wuYwN8G6+qUjDtFevcRXpO5WTaioK6w6GNvqQcoItmAvmG11bbvJDxe7CkNGvyLi6Huwh003D24Sm9bHitdv0on0xUVwX4kXI2UDpM8QhYIXDUkCDUZFqqgcNZlmpyrLiuFs7Kd8HvZOhj54xYOwv7Vj5ckpVlkWw/AlbkxWBo64zEkOI7agLMGMG9F4Uem8jkJanepzgq128RFN1dC2HBhoe3lMtl0VUeF1i2+pcQG7BlUqjZEOhwwXuFwoazm3LG9y54F9MKyc0Ad1JM/4O2uoaMAk+c+ZMCjZG3620GSS3s8D00PZEWMu2bJV3LnBJesGrczCe1IOu/aDrLown9QGnaE0fLwki9aXIo3K4Ew4cT/bjkT//G+9GD/SSWcV3PNLmS2rNobW79aL+AVFcQTyC8QSgZaiuAVMX3u+RlJ1qnhaKNU1LpGccMo/AfEGDjpcGIWIKXQPDXAo5uQFyskp+JzkJ52A8YCCOSxMdvH9DIks4l7qN8cQ9XyuxFFwYyLQ9en+cmdbcCaThH4Y8rSJeth/4GidnCL2krYSSPYGhURZau0kvyjhmSYVfC2I2AnwkFINF0D9W0AzgtSWXzbXjddWB1KoW1zOUO7v7RkYMhkRCkJ+wXX5RLKQpe3YMec7cOGCp84Eb1I2YmaOKmVkNKOauBFf3pfA8/Ty4BojcUFQGYtHsJKE4vc3meZvHkdWm+Wxlfcetgdear9VnYd2/bFGJXbIryn1tce7xoezM0ioNNQnFkJV1Rm9d5d/9Xz/K1Jvdng+NxcxM6ByMAL/ZhE25L+V7ljrxUmb4rZgI2F7H61N0zUFeOK1Moh6KbkGJoMYTPGZ6kambI921ByEuTkYZTgdhnTzODGaqi5feKqZtuKoAZwaKLdyCflrw1AjLYDVeZKgc5EIlg8JcBm4AX92Knqg/YipwHl6Emhv6617rZAoEw8UHx05Bv8rrehMaLGVO/PESo4hLGtgTaIDVZEvxZU1ExJcpll5f7Df6uslXdUADjXEtB6GBAzdndZFnb+d3PH9bFE43ZkynqrncV9KbtgNregjrgYmjS1gW/Q70xNjOBTNSPR+cU5668SH980CHokFosh2MAoiZAcL1zj23BtYctTIzHZZKxfwqraRr1PY/AboCNUocW6miyoYYiTvWtrPn+Ds7R1P+4X7/cpvS2w7aWhyKNdu/gUPFXYFSo9qDDBxvGkGCQYDvGQQY58qJCvDDhGNU+IIZBOeZx7mD7P6nOVBOcn0hIyVIwzIGlcUf/kFmxt+/yTvDYRxOr3ckJ4hHWb3CRjfEs/byOxLVa3rEMjJjsAomXfXUgZQiogh5opdLXXGgvhhkTmM10/22KYKK18YsKp2FkvbALLFUX9Zr63YUKqNIs/TKsjKzfM8bKE+Sk8KWk1Ggtmken72l48bg2rnXZppwgeULy5yS9hj3PyH1HhPHVGD5wvZEEBs0etX5vj23/jlVwbh2buHp/u99poE1LHIGFBlDE0kAuqoOf6Hze/6ds67SmwNeXn5sSAntitq+raAroc0vrhSZuCUGSy0luvu7/vamG/W5XosffzBFJ3XccvkMJz5H9Hp0oNnuqgCPbDYxwfYiPlnJaFngAgOwArJiKx6ejTKu+/moPuOQeQSGNgI+aIkFdZAQCQeU9hF+KgynO4CYrofpbklYYADAOEF2Lm3AXuCzvLEit+T+hOmdDB6AtIZZi4wXg5xhoIfHKSe3J3zXXLo1yiXODDwmRXTImHFIH1etEigmecD9008YT+1GA6UAi/1OIJXJAjQuhdhM6VXDMjDWUkU2a2czdaGQPn0GhSwf5DxkZMEVd0ADJbyXc0+Zz2799Krb9v3mmsuaNZ+/dGFIKd4xavpei6mcnueiKjU1grIjCKQaRZD/7rLLk4sRHzLzgPMd4gZSDYfXwjRrwezoMmN5peJEIt8PPH2oJ5gVTizsS3g/eM8Jvv9ZIa05lwHyy0zEDHSuz943Wj7U7Z0VARAkPMJNHWleW+URVciOKO03KM2beWD/kiMFQ4H0dNBDhj3PzDIPiw9bPNIY4AOoYr2vyOtpryjXdz8At+DYdUp3PfrKuccWX2vd8prjuRqAM9Cfzr5pPvGzmaXsr1d/W3v99DzOzNjBh/cBzK186g42a9uwdU6HLv7dYJ4FFKAym5n/i2ymz9AgQAy6Pw2+cp8obx+wZg3HRTNubkZHStRVeXnlRBpgkCLExoPSQEgaaB62t9hj764J2e2rLy0eGrv6PA1yz7P+ysypKVWZFr/F99uxfd7iwwlhUbIubvwL86Z/zW6jKPnc83yL4/5P/DwmJ/p5GoDWzNt9fzrU+14QzkzbluIfX1rk++WGMEcQZp6u9A6eJ35Bo6yF9oH0rMGkpxn2yoz2pF1f7eFV0DyliAmBnHCYNVTRSPo5IFsEvE5yIqxSlceRsRepB+o26rTsA2Ju+5RST/u9XynICkK6LRSwk5eTo8LWTTsMz0oUnYGcZPc1+tjPmt89OVHP+6E5p21EnLvP4F/WhWcOyUmzav20/Sbtkoly4uoJosFnfi6q+kYzzSldnWXYbMa+jKglOUFwfsmQQeaQmKgrEL2ObdkG6IqAh48OWSwyq4j3e5jTWV7E2xsqvbtzcTk4O+hNGok8Yjl50S4zPonMDD16m/9v1P+htClX63N6dHYG+4H/Z4ey///JfS4zv1ihZHeMfD+49lDvv3aleeKwYR9lfz9w94Rj8rott/ELv0pU7+tXm+NZdVYmy6Z3Z3httY9VjmZFjkcgJxhQxsaTPI/4AG2PPI+ILSJN4BEwE3gkCx4xwSMoZi1bAY/k5BTZTA/tczwfJXc33IKvTvXbEmfmr18/MLY0d4mH/EYelb+8aC3sGBUX9Br8S1mmVhN0/eKg9eXXrtfuclc34FHM65/cmZf/ND2lP+ptNqxs86ilTI0YvKbcKyoRExMCWCxWJlDvw6UBvWE8gq5AUPR0H0fCIY/Gs05kZonSC+9uRx2Wm6aURPbcNQbHkhvDxvQUJiHfMi+u87GXe27RXjvUmyv9duaMmKNUstt9q/e//kM5x9s2ZuquNuYjCvfMCoV1NpbwjrpgNvLnWDBxxzLAhU93rbiv3z3gPam2tqjfMiu642LacJbNqfY6yIAKviAVBRkvBYx3zu3GAiizs0YNvjjm8CmIng7hJpDVDewsoAXic6bBx/WggirTiOgj3GnEgUNVCwps9HcBkhkPALDMAo4swqiAE4KLTLHKe1FaYcv0Ur7muSu1l4kwYTzscFgODPbiaw0YM9rVCspko4iWj+xTLWPpZcAEwNrqq/DTb5lW5nTUlPsG9g1nokHFSFz7jTJES3VL40tjjfyuu6Le9iF/qKlOLY9nlJpdETEDdvTCAZMh+psdm/IBZwbUljgzmldDzPDv276rfRbXSNeB63EHqH/6b2PhjkHQIMuPiWZFI+6DLO7DpgFiAEKAdweeDWig8HSxInorvGzr9Ar+9DPf1l4hGhQaUCeFEzVbkr6PA54x2VDEdzYVZ4e2DOrxi+bFjPnLZsjBc/VjTN2rJ4KVHq1sd0zUw2icj2cwPHpb4AGp8OVJJ/9ICuT4euaVmWmDDv8oeLC/LgiDIZQdfrEjkwifW2Hk5eS21X2ehlB9MG0mKtqT3ilR0BUx7LsGv+d/YpyaeYOGsU/+tz570yD7EKoKHxt12FTb5sVgdUAeCogBS+FzBnDsegg1jKScCBkPL+UEa6y+vWkHEP+oLIMSCpAxFHSUPJIBj/RBTrbOLLXXtF4ZfGnsPlZA0cPDCGPmxh2m51qk7cFUGpOTDJZdXgXU/KvwrW+ZVs47EKM22BOzRyxfIHHrxSjgVyAnt0FOMil/qKpcrRiNKzV7oqIJ17AQa/fHxpFRpFMRO5IqwpmBnDQrBcZMGNtzcnL291NL20bUM6JZ5eiY7UxBrVh4OqF24XESQIDA58zUANPh+YKuQDwGLDnMGhSUWfHqqNTbbZB/VATgKStCTXjYmxzZl04Kz6mr0iteW1jLn/zLpT533knPkhqUyayrYs0DWd+Hiz28p95v7W6s5MMvdgUT17cwc/x5Mk9NBSvSM0bF3iibCr03D8u1W4b/M/AM+sS5xo0xed7/y39yctJwVWpJMqueUuJl7U3FvLPYY4280plOXndedcF4wrxLa1LFiay3oiMhZqDUwawS1X6+99aijWPjSMEg/qHbzOPa4uIMVHM/GuNJA8YQySN4zlgwAN4TIPeJR7C0osMzOoFHUCPBD5wW8AgLyPEEcOkuj7Akqnp3VSJzbl41f/Jv3/S58asF49iYMYNAfMAWIA8UOelmNhJQnA21frYRvLrtqDp7X8ivDPX2ZaNV0/XUNz9Xka0Ej/aBOSJ43XZrzFcfLC0OFVtVe0ec2mhKaU5YuA9LLMUk5BiHcGZogY1wZrxeDcbMxa9dp/2PnHiQxwRysgYFklfepJ+6L62cBmyaeUmH18L3CS87MhIwhiIWM4nsF2OmX8lgE2CcKLMX5S6x1ORB1cS4jaUoA6CZQOuEdgFqAiYGgIPHSkasXKUq3vb6JVP9T9znLuPhYnJygg4ar06fEM8qy+ABbkP22d6yYmtkXXdR8kdfkFfN+ve28xtfLvUeW1pUnIg5ld0ZpQmB2k24rSf7vwu5K3iOhyoerpAe6t777bcgLOpSpnEMYlZqEd/vBbGV6oBqB0ATG9Ar+wxbLcNKNTzTWeRxjwAafevemwqtU1ewL0Y8yOMPWl8a0MU/IcAaLlmhQ1l0l3rYHmC37PFrdndDsTLcNmRHF80JpI+ZC4JkEGBkDoBNalkIaB1dybjnsU3ewIJKtWzEdCqHEko9HunMSFbMgjExHaoMS6xOotbLnzm+Jv2TB78Jyxpw8GwDt/I4M+WG+eiUAH8sbrLP95t8iYmFWTJAyPkdIm1oWiY8I4kihaWbAwKxBhz4RBhFFO7pzYjAoKUEfKoo9nm9/jg57OiFK8SyOatTzTakkt89bCF9VdUumm1OxJn5OtZxH3p+6peAynfuGA0U0EBju5EZ0uHX2BvSoLaulqV6iAYMNMjkaKBUDqUclF9TmiKG05wQfBpWg0EDkajVeOuiOu3ORy8FNowUQnqwXJwQjpT0GiXHYM13Kr77ka6KhBcU+fEhIicLAADATUKEwNtUrVxJwHG/6/M3F20NFwS/0ZkmW54CLn8vCMcqklltMQzTBgy3WsqGXKBGegh0tUHXPtCVHgxlraoeMQp3wI6Om/wFyWTuecjmaLomc9FwVrkgafNqcKQF3JoepM2DRyAnqtM9vUIZ6hixo3Oa/Kk5DdFswFOOdeiJcvL4do9/YchTFscsqDfh1GNlf2bEhJw4CuSEhVA/LFmrqc+eNtVz5+8oMwSF8thd3BrDmWHmoyV+8UR/WrkQRsgSAHiBKXDPkBMCdSc5QcJDAhgZ6dkYLPAj1YKlfbx7M8IPpRWEkVHs1by+ZIGceIFzUKVa2+tDyj1p3Vn2OuHMCOvH7TdqX897h779G1H0hx3GVwZNdpYB8EdMItPFqrIPhe/2aArbUxZQelCJOLJ9UIuecwzLTA1hYYzA5YvxSsAog1reszPhfWGXJzi3Ti0bGFGqYllnim6xWVEMjkiXbYQ+9yN+bKTSJx7+17PW/iJ8+ulQYe4zoNtYckuiOpIGhoct6nFfWgq6DmnnDlSf1Hs90HvFpPeEbcP7g9Vrtq0LbnQ6drK9MQWar0g3wqJclOVKFcqWeYHppaAisI1ZKawPpgAaQ4EhIbJctcCjw6j7t7k9jPLF+ZYzKGg5f223eQm8bmfAW1cKdKMkDPUuTEx3Q3d11AacnmKvEtk+aoNHAgflkU3gkc3gkdnVajlkpCqtq1Mw2s/E5GFWCvAD0KtaQBUjmDQ89PkzvXe7JQZcHsnjzCzyGD9zVLV/KC0uGnS8M2VuExnqkJFicJRhWRmkUCWqvE6m0c91+EIs+FAVzEi8OzGeZGGgBzkrFX6viuQX8pu4MgacmTKNrZ0Wcv7QHVf+pasQZyYnq+felm7cOKp+fcDkx0GxIOVXxEKK0lmjOXtQGrujsdzbB6Mu0jGSjX3kpKBeXMay1cDBH2ADLKTVcniw1O17mLetTw81VajlHSNONfTX1FHoCeDBzEJh0HoItIoxurfay37bfrNPxiPlHwW9N9GyOudHG7ZSiXAYTyKr8jq/7RQ+TxyPvGiC/uUDsBs277ilCPbc22tSx7y9Q8eFm47/3G8jJe17KwLrBnWfHyXEkVfmHOVzzBNmm6hYWJYYQwec0FkYjyfs1Fytfxm4KJ+DwkhM8bMNU8qUJ6YEM9sf+FoJjNR31r74F1G883Vrbk+cn9GZcU7CA6gEgNmTo9/z3YD+aGi2j7nOumGTx3N9jWX9dvAm7cLbX+wKPLS29piEjsrdOtAWHTavy2QNGIAqfaqKtRpESIEhpQInChKDolXiswogJMzEhhs0MRBQ+M4in7OpvEh9ed4cz+afnsejjWEr3M09q+bo1r27vqtdlL+GmqtNKGgHnhoeg/t+fUPIeWp6jX/b6i/JIE+3g7f5F2BgJR1dKN+eEmd0plFdmfEKVKt5bPQ2303jp5z4PC/8TX/R8Ght8NHOjB/FmTw6mK7SENYZCwIoS8aSeJ7mGx07vn3yE54vuGJ8Jn7J/SLUvpcFH+/L+EpB1xiwLaaWOeYps63MnIZSCsiFmtuv5WYp5VemPx3Ner4CAzRdq4lN04vE49On+Les/iIfXz7c79BD/frFXw4V7xoMzulJaqd36M7JGNCrG/z8KbiJYauSGuX2whuM8FZbW/UBr3Xv2uu0i74Jl/e2l61FQDg9IZ5mi2GLzAXIYgNAAKu8ihoiOcFUD4dOvArUgCE5SY9kRaRO430oefh6sY9vqgiyV6bP8rz2q4/zRMvN5g9bLe9/zHasH7V9R7s0LyeN1+iXd+vKx0DSkal+tm5KGX9q6nTv6+BHSgF+R235L0TF3kF9QVdCObtPF0vh0gxhbf83I7dqv2BjM8WJz/OLvxTFe/tTwacG1f30XhB6j72B3ntHl/n/04PH6UpxJ1++K1qysU8LvDJk+UoDfiWG8eT4WtuYUWpmFvTdkQjT8qds+ePy7zAUrjCuRkHif8KsKzLDx16qL+VPNZYld67+8jsDjKPuLvhxvLI76V0AI+LsvowALgoLzQ6Ku9tuoqUud7kFWFAPdKra+eeVWt94+DLtvz/zO1HV36cfE0kryzImXxS32GxMsusqPBzZdt7AIN0JjSH7yUk1ZgeOcOJRmw1P87EeRCZuL4dnB8WIX3noq96NMBTEolXmM5tt76lLAta/blyp/Yr0zcU/Z4E/7TZui2SVY+B56Z8TFM/UlfFn583Wdt/1UVq2fmftnJ+n6gcG1SV7k+zDUUuZh+tWan32dwduCTyVn3TQdeT1XhihFr2rWfEL21lgW0L3lWL/GKAQT6jxG83TWea3nytEmx8/7nCvEq6Ht9ugoAtm9fchTQtnohdNxWQj/5vrg6OvuMjwDXjlmDCnHE5BsB+i/k/FGp1V7eP39NziW90jj8YfimkZQr2PS5ig4lVh2r4qbzrQlwNb+AbGt81HAC5FiSO4ihQj9lpPr8arM6d1G8oVQPA97tjbjKNevZLnLg/cBGbCHWGKydhlJ8m0QHKzS1d7WISVDXddVlHq0SpRd6B46x4nhKjCYBEQKSleDGEJVn86m1k6Q0lMKROJSEaLHNvcGnFndHRGxta4b1gYc/zksYFbM7eF22f+MFn7Uq84BRa7WQ/vTfctvj/RdEOuhx1AgxvcwK7c0Qd7258G9wFECfvR0tIr06+xTt+bsS9P23zZMf+lz9n0Lf+uMUVNzxP0IxflvRfJlFNa2ht7nmRZrqYNstHzpH1zlMtvnnzfjwJjckLC7fxkhSxnIEsa5EffLhzxu7Gj8nR1lx1dGePO0nBvcHNKORNywjHL/OPArYFfUsrfwXkEPxyunPyrlJMNOHLDtJWZl/bp/Cqspy9d8SPzKOBfy+UWV0rgZs3jMZ10AM6M8rG7Eq6cYEzZuNcsBgpSEGB+XnA75ERY3bqaPq5BJGsrRDyZ0iKf+XcWQSE++HQmNlh0VFGS5DInKNy+8EeZpj/t4x+A9KRqfOwnXTf7HyPaSSHdX07e4v7ZDTfwMIgkdcVPwMfVKPjnThyewymfk4ajpVwcs4GqEI79eVsYk4q8QSP1HnQZJmK/culGOmZMTg7Ue65M0T6T7Y0oMCYnsEHwGbEquZf8QEdJBYZ3VwdBTmgvd1+MFauxFMrsWhQ9HkywE7E9WetT7ui8xftUJ3aT7V3gEWQFkRp8ll7lVxqfxZLwl0ZMdtpV94kHbwUoKvWDsVtyrWm5SR6//+xEnBnKTH1yHavUSs2KZMoqXr/XDmF5M+DxYikLkoBsACuKsIoPTFMTZQEnPmAZw499qXQCLAgHJnYbIP4uyOHMUNQl9U2jWGfUOi5iK/MRftE3M2TesCtcvH0XfqGLzi1D8eVIZsEYKd5KT9B4EMZhrZDfVvxh1avFY1+W3hPyoDwSuNy4AisJH0ccztn4/pRMeJHyMf48w2728AHPcx0OoNd9/4w/ZB8UPk/adJjtHRgz6CnPSNRpfiDc/wJIqcj9cHPhPMHHd0KdIlq5wLkUG2UB5nwUKKl/dcHFwLWuklvdio+kSCi6ewVexM4LluceHo6lwlYyRwzqhdYLD5Iq1vJ9UfX6sEFx5NgXZkPWNVzwmaad+I8G3ya9YflM82ORakMfzhVmtvswwgR8RK83bI8X/CLzRKUBx9QWbO9E0HInaoQAy5tWOrFmiflurtmKgmVbNLiqAY465xN3pBv/fGnOfXoADVa9bRqccouo3h0HDeDLRO+ORoFfhc19ni5d6XlSI+OmsMnnSRsO/jwLd538nKPA/nTdn6a0mysn+HBwusYAZEW1H8G6WYACNZ0FlNQn8+BihTxCs8PleGZvU06W3RKv7IpxyAngtODUhvt3jEeQ2izlBDNE1/hA5dyWS5jT+gwuC3KCQ2iOeVhy8sBXcEROTi6uZ/yuB9HHo9zAUqfsAxfhyib2wvkpMwv6BAZVlh31mf8Rr+VgHA7UFRTnI9sb6YpVb6grFt6UntqXUJvRj026SS9CIY/CdujPE7J08OdZeLrJzzkKuHR1vxzKeDJRM8njVOh1pIYAsoZ4xF5w4U8TWwgTRv5YKCc0nrwDHlmCJZS9pgMeUVFTCuitdnJMTvJwpV6v4nqvvykCLaXMksZAK7NzUAD9uCZ6vWFzx5DCn3HNYabAEFFWr2D2bM6NRddjxCAuUySryp0xjNFEAGFBXEvr2jFIFOgmVGD5I9EAIrGaZI6KR0o9Qb/sLyfjej+MndHDBI9xGBbbH1Ym53dZvAE6yUKohULb3LFS9kQC644l9PVtPs/cmQ7pbaKQHtIhb7BToYAX7hIu/FL4+Qb5BWnmhgV0Tsh8FgGvH3p2RDl29rX6S9U+saG5hrWXTvUPSITgXODf2BlA+4O23Hayfl94JVOzL+Zt6kqKJc/1mR9AQGwD5odYisWI4NGwlO02DO0y6BAF5KbRFszCXCaEJd8SZmqiNzew5/ant2JEoxR8RUG/8Yc/vn0D27BtqdPqCpFkhpjuzEIIFg4Wofx+phFAQBpogCC0iMXPfnqfctzsa0CDwLtDg56EdyYCdpe8EDFPxL1PQecoCQKBB0Zb/hoOeB9nxAn3CWGabO+EAocrJzmFXV2SBqhhEWEkoSaNOGldhC2as9J4qcov1s+pEruY39/vAlPBoCiUjcLPhdc9Jifrves2HVXdFdGa9sTsJRsi/ERowUY4kYBvySlS0pUFHIvvFGjMulISSZUMCLOVzvMO5YRkqRVe1LsI1yXX9qXU6bmYs3E5sQRQeaCMwbsjWeX8v7eZJ8691lyLwOpXp5dbe04+PjAoB4rD1BXhuzv8u+y62q4BT/PepLN06whm9kwgdo8hDhTo+/kq5fmLK3w/3OdZeOzk5zemwOHSlSa34EWHqp3rQBaCCxPLLJ/4e4d20tzrzBfrAvbGWbXO7hOOCQ69XR7p1Ovq2kd5c2eML92oC/AIK4PO1hHzAddKSMoJxbXNuA7BspCT9lExS94gCsK20gfIydKLN2DMnahS6adDGU+knISBrZQzLL6CrN8/bmZ1NC2HrTAmJwjZwuIIJgOoF9BrKf9+/xbzrKOuyaydXuFsQnB+56++EIrIiQc8WdT3WHsjXZHb4ZI7B0OjanV924Ax72dXm8f3m97jISMeWFJAohfWBENm7KS5D4f7PPc//hC+v3vGzCF0NnGXVfiK6RxixDGFIqRNG5j8rwOefHospXyyLcPO2xgTw6HdVv/ca6zelJ0dXFLjHUERy0Q6m80oqGeANGdkKGQVLwogelUlCGyC0LYokHGzoubGP1kNQ6Zaj5CEKljpyFrgSa/i7ELZAyoRM2ZFy2viztPIpP9G2vZ8sPJK44EPTlFuv+7rnpcIQVEq64kXjm/SuNl/XgAOLbBEC44RWKa68M5rFrf2sq92G/xT1Duw0Z4a34VWHZDlDyZFfZmdo4xPH83wT7YZDmjAJQ1mX2P0otz2wKJqESUaZBw1zU0LaSVEA4See7gHAYhB4EgVb49xQGWL2hv+aDVELLUOsMNVtk00EEl4hl4HdHcVnDMonoUSkpPtfUKBRlwnlZzHGo/KdiYc3oiKlR/flVE+vHFURIJY6TwKPJJwxMDCCh5FtkIcNY/SRlbF1I0yeVw50bgS8Pt4cdsILzMdyMkfecNwVtRbguRECSIbKAXU6F064qrQFczu8YbMn6cx8/1ml+U5pQpyclK984Pr/8O/9t2SkzVijefHd568dG2P+HpnRnwUORSQVHvN+BVICYOzhBs+1emK2kpTNMU+067bF7wUUYee7LT65lxt9MLoGpxfLUZx/wm4+uEFV03oAKEgat3j2N6A5pFysnXYqtAUpfZnr/MGLCfVZYSohMWGsDiHlgteh8HfSLLl6LFJOSl8CO/hz8g2IRmBE5F4hO0bsvmsoST7bHtavWDtiDL0911GfzN4ROXO4Lwqb9SyssmMraaxKmDtzyMIkC3ZHOHlRQqv/fEOe0oKlZ0zTKmAXx88wkY8TOxErZCp6HGMP+DxFtOvFa0g0Vk7U+wLM1fq4gPT+M/u+7JvC600YB13ogEhaXl448l/PiaKnthinHrfJuVbce6d7UMkMS9Rns0/FpQiwBVxD2gwpCFmZsASzQOmsmBPn5p0+sVA6zVWf9NVem8ZsqlmlIgYKoomsjABLcRWw78jNDuLZG+uFfl5kYFiqdsivKLEK+rv6xANFjdrYeGXQzcAl4f3IqZnCHHaMNrgNTrC7QgaM+6dq6AgFVnCUM4/0SR+shX5NbEkaxnSnXmwHqcMZZ0FQxYqWCuKp7uHXM8owSWoQgZYiv5LbzKGZqzc4AV1JcBjYBjOTBTfQ/Fq3lbv420hv/X8iVN53yPb+U2DSOPmNpW+Q4O1/Op3+F+nrTS+0+PRro/4tPMf6rLP33SNtW7uSuMZFMRazx1r54ePK+pfMJPFPiKRhaXR4h4vTzL+hzxCxmCy7G+btRpkp8zpT7NjgaZ7KgKIT0LWh4cutM6yfrHju96f8BuJiblQfSGsb5kc5ZTYx2bxH28bsZR4ynM6Mp/mYvcCGgjP3h5aeoPICloSA2blGA2wIkDYOwyZJ1RjVdLAMYMKj+O0uxqDThuMuRdapon+B3cpNw8DKgSIGwe9h/G7mfz03qIAOAoovKfXINvHcqLwkJwVMfk8MMHUCFIvIxZDwB/3dPeBKTiWM4kHxuREijqx30HkhCW8wtkNOWkv9SvPz6wVXc/t5jehQCSZE26DnGy9jj+M4MYbuh1t1TDk5OEe+/yNOTmpg5w4kJOPQU58dnvs0o/MhtfvjeXkfiD1tkdYaes6sxaY4POAw3LsFyEn+yAndhAmF3ptZNYPd4UDv3EVJXe0IJZhsdQVUpj1gUb2/b4oK42ZzmnIWpkDDdDQm3WOwTwDs0Whtu/DvaMwM5R6AQ3orDi1gMqGPsFHFZTCPpATlY8GFba1xu/sLAnyp2egCt9f+9mtMGiQ0lc6KSc5Nnivv3Fof1pfQVEw42NNzvc2DSuV8YzLI1jar+/NQkYEA48o6s4uTPGQPAT7AiJEJVDxX44n4BFOyzbEI9ClDvQtUv6hS0fBgltqA8rOEo09jWKV2nN94hYX5zcHO4MzfOHM3v/62eMNCwf82qf3KOyS3nbri01Xm8+jwOQzDQH7NUxG2s5bag4vUDfETpeZcm8iJwiyf62Plb24Iz1FKN6j+lLOsv9utU7tdnyLKHEcECL2NL9z6YYr/K+yFox9rRwAvrgih3uBrjtw/EzvrTu6jEXIQFoWgVGDeXQdarNNhZxoADxRNsbA/wyVP1GDFZcOPicaSF0BGuCuhRxPlB4LMynQFGPUCNLnX67UnO2z68RjsSHl6HVxsRKH0oFHtB1xYwYpk0Q+ZK0JpaKI6VsuQUAq8Cr+5W7h7x41GvbEVOBYOQ1RQ1RHDVZapPIQFBcShVDuDcRGRVeZ2gVvAxD3WTLtiNjMEh7J2Ly3McR6Kvze3tVflUGX7OK/xyqe3IGi5HKVMTfpBMIiuSf33exbdcJ3rRe6E843Bhkyn7zeE8DXJ+xEaB8cGHbbGrMv+iTvq7/SGJlbzEcx3U3hyUvXIl0LsGiCe5Oi7Ot/sMrrPVr9YJbXZzyoP0zdYAhRATkAI+a5+oD4ycbrff/Lb8V2FGrEmiUxEVlfAqmsSgMAuf6wMtSOTZupBknUX12/r09MKQ3yBsBLV0UN5SA0oPQ2BTMLoQNDIwnQhNjMUj6cAbpidSnr8fhjva1frZFBp//+13iV1kamIzHuZHvfUQDWeSm3so9fU0RysovqOSUiekPbgKehzCemJE1eNZgSZSGPQEwhWMot1QFHjZsCKeUky1IkJ8DziOgO760qc3oqixO9D/1rdaIbJz35flGqKSacOcQiZP/A5l+OVSXICQpdhpfdqq/tSfBLBxg/s6tQTkxud7ZavTFrWn+NlBM2inhlTGjH5QTI10W7E0rpv9xjVVSror7X5vWWF1gcGjqBNoKc2HW29cy0YvGjl6/xPSg7D7dSrADUhB+61RTgXqXY70s+EeZt+H392ci806NlDb1RMaXCh3ozaV6ZNEUZ0qIxqSYaOIhJw6o+IpBRMRgOKYFqRAIYG3x0alAMJw21d1q93dMY0HrzNWQW/RDoshjxSMDL5EVM/nk/UADjOxosfiBzTa/yJQAtsAcbXrkQKf17o0ZD7xB4JMQbhpKiEmBx0KUCUAQKsFSIR8ARkkcYeIRnUCInCTRgl0eyas+0Urs3W9bX2/qFJpnjcs6PjQXAD4IVRDLicgnkUc2VCPnM4pszj/Wm1C8PcfXEDq9yFsaTs3agImqRY+nbn/L39FonDc5caYxMDbIYEBqQkyFdr7CwCfeIhTbHedlXHrQqYWjXd1neeoY0YbmmAIHSDCtZ57BHptWw25+/3E9xtAjOzet0WnjAGhOqVf7lS2wIkFJPYMMT598dLesZCE5JGryhyMfqexJOhQAN/F4ehPkGaCuGybYCVYE0FSSjYExKwwhKQJeMVvv5oC6UnsbKbO9J8wN9lHXZgZOeeaO+QOoICno+wu2IGzO2DucJRnwY08AAl7NGRhZmTqkQI+6hP/k2DC/OXRuYxyhlykh3TtPWMGf+/NX2Cr5CGgav5XbemT8Is0py8cXT8DLLtbtCurdASbpuvnVX88dxyONLbjWP0Q3rjJTFTzKB4h/38On7mLcxWMQa+zC564Mde0CjniFJQRgve8HqMHuztcza47H4NuDLvOQr52tevdqzLhckSbxGmUPyQmwDhUdAA5p36wU0WH2ZzBaRNCjs7+tYtqrfsErdnwar5jMgt7tZMPvTIIyAtzBiCQynGKjhQDLAKEN0n2zvNwoA7YricqkBUyKXIt+Jb/QaayM5OdkKOamcICcMciK9FWxTbu/95QRp+HD50WxxXE5k5oMrJ+zlq/hjOPSx479nLk5mrNMRayblJKGw6V3COzUQYlPjuMLBN5ITQJehLLgrJ9wya4XZ7rXYtmJgZxQBsG/9tcGX++W1QUboEm4gQwYBnZZO7nNcPJAdsxlXd0G2H7+IU9YdGTb0GmuEvg1dUSAnnay+ZYZ9MeYOeTkZyu1NlqFsudmtkbUgJ9qR953nr2vy/TAogBBcaLhMNO3yCAoK3/sGPILxRLmL5qvt7niCun7C1yzB63KJHwwJtW4b45EwPCBhxPzCSwgxw2rO+KWtXg5eha7F785rKwP3wFN/388fz56IdazTES95IrTu/CEsEe/zeGcFStgsqdyt8eMnfEIUDNWcjmQQU6NaqaBtdgARdjPgz54vDYnWl6707dhHB+T6Y5T8ggmH24DqhmNvaKVpAuKI0B50K86P4uM2dx/3L9V0276dqYAh4DSmShrEmHPxUjmeCFpz7codQGmNNEjmsacAUYK7h5C6Gim315F5O+LGjGoVgxKmVJ0oNEWqi1Eq9uo1crCn9GqqYyG3E4NACdHnN3r87oOlk1CGUy7jCdHfclap+UPgMpN+RZPPlx4rHgYZADhtjkk3XqWRnqfXD2Bpl7btNGrgGmzw+JyaPUOiXFPVEhRZLAJMorTmITiWmVUyKHoWn1EhokpQDCVSVu/8+aF+DDYjPdQdGr8Gf6iPVeSIwX2EpRHFaJkJFeilJQfHprzXlhbGWt+ABmEexvXSa2IL578Sc1PL02AVowJyYyIHNyQuhgvER8i+8odNvr93KdAl6+TVyuel5ZcHKQgd2hSD/X5yQnODw5QT8AgVSCXvC8DloJtc1sjzo0sZOif6o0KX4dOzr1whocrJbnblpNOo8dj6FEVTqklOgNRVAi9KEDEoGphPceWEZRDvE5tZpYwwvzWs20rP0dMzA7/7XJlMax17AlIWJ8qJh+4bgwcxt6qROZTzGC3Yj9/pB1dXkIwcICdfpt+pjclJTse4NBCUPamoriEDe0yMxkj/T7b3AwUMjx98YYB/yV0edHnkkpaC8WR8XHgzHhm714PwSAsshFbsQLIhlSq4cpQV8Ah4LyeXai5z6TnsTi92wa9F5c69Zl2xz2gwOa/qjIiyUq9aAhBA14tKO6EyezqL4HNux5rK+Qgg71Fx1uk94XjfwE9Od1cZaDcpi/fjVvPZu3Isg6UuhRdufhQ17pRznCYRxn2Ec5c7Ni6Eb8A5wk5uciMdAfK0uT+unJC80xiJlh+LISf5iTiKR4PGhMV/gJjlzvKPezvixgxAQn1e7lHh0fYkUq5nRipUqqBLRsz9oJSrmA+NKsRI1AqUPJSTfBiJZBJgd4BhpwVTkXU9kmNnhaJehTiUbeTFIQUoBwPUv+Mx7BJDEO/utWyV7z/vTASzGW9JMKgAS46cfhZzDK/leLL6UMRKfOuMZPq8pfU6XHvOBPOX+iEPET35/e4H2DUa0l098G16DSpcgNbaij/b3iUaIAVRVvzGKVOpFFYPsPwFWURizHhMBDZMtvcgBUgdg3v9nkYYziaVp1ANglanFm4Fj7S8O3JCPAJMJzqtF2u+kEdpgCCW8DDlROxe28181/whUVQsvMV5OaH4rGzWzKazHh2GfuKWFcWpDzRiAReexC3UaWHLy0lOBt0JBxjWx1FYGVV9QQPNRMkYtNU/aQVGTAtVs4euWH6AbBWe9oDP++sKokF+Zouie5hxIB0e1baLgLc62d7bFMgN5PDvg1+5AiPUS+46aqsJR2hsPHnnPNKKpQM6L5zbHhM1jYoBX+BJeCSP5MQVl4DxIwzfCPGym81Kh7AHPi9xaiJCrNl57+YW350Pp0L1xSyEJU3Y/ZYXpQmwEmxbKJ6cKfYaiX87N5o5vcld1kLwcEGDkUGp1eQJ2q8BkBt63eGQYf9HWmZY9+D3cI4+hy8ndB+QLWo0pq4Ans+K5URP2a/pOCiPgEGLq77l99+vrl7hro7I/f/Bf464MaMjlBUKykGusPK3Lr7iEz/O/OrPX+N7JR1IsYTpExnAICK1cAG+jNxQ8CcsP5OSyys19yFgAxWk+81G63P9gPT3KcKyVMLxKmhkgbtLNLYENXpen9k1yubiiTUP6EpjxRWislg1y3ssLYisD9i+VMCPlD+RkAwolfp02ldX6F/4gxmtvUIfAUR1L/Zsayxnu2bUD+7+wQosG8l7Ql95RYqjIXkCZ7GTABB5cLdY8fE7xa/+8lXeJa/uXaTB8l+J6l9vNv4Z7v8gyi6Ylu0abAVUmPz4HqWAmsF8DUV5cXn2C6PqBed9Tx9++Ap/m+Snd5FHLgLC6aMbjc+NZHmxpnCLSs5NIEmBnITv36Zt69WbSE7gKm3uh5xUXW5WoRRAWbftD2BqQIY55BbJVFSPWPjoXEh+UO3lPzJ0Q/DR6iv1yLSA2o3N7Yhx23XmfG03qgwbE+Qk5z4nnyosumzc5kXrutTPLr8z+evVXw25K1ITaEB9YsOb6ooxbKoDdMXy/85Me7Kb/T8U/AuLDtFxMtxsAhkmv7w3KYA1SFTCJh5hwQd3GhcCZ+bXY8VTD+AR8Hb4Te4jnPdmjxlAY7JAVePX7RWfojQMCiMPeajgTUEjOcnp+EvuHwzt6yqb1ZsQc+HAmLU3LRrqruAVCjfL+rKajw1hLIF4w3bGsip0spRzBPF4gtnnfuZPl3zLiJZrYhiw2vs0r9PWADn54zdYJ2wI2Nvos6AvugIDIEwYi0xkztZdsdK68Iq/DP3pey54rBQL957RH/bC57F7omMPaJIGNOZijHMn4WMenNO/Yx6zLu6cAyMHSytcLFi+XBCJj1TzHKmOaSGcGqrTIHAVS/RQnChceMpDHcpCZBGtm16mrK8IWm0nNQUGpXKDEpcHhOXft/xD2RK/fTpd1T2ozAKllzzUZp6AmhoNIDrcd9xG2Eh+vQnnchnvG3eLsmf3mmdfv9o6KZLls2DZUhoeMh+Q/qDyVNR0UprKBxv9VMCPGVhuJWaCpeV4IEBa1OCBbhOBVCqrBpM3DcTZCTjaWR8Xscru2o5FK811xzZ7H0M8EBQwGWhuE3oS668ahg0nO2wppz7aYR499xp93fRisaFCE20nHfXOaNAVUZpRDmjxwzvMEzMOalYxB9l1CNd/M5yZ/MVNvh9ZCuS4pMLbnd0jqik7x4xm+bF/G2Dfn3uN8TICZV+p9Itd8xb7+3OBh4clJ+uRrXDLD9NV+xLaTMOyl/xpLz8xZQMISxEor4TsIWWCnED5cecbD4iyNZsyZ9+5wXMSShJQZfsxOcEULRWxSE7YUG0QxjvkBPOUnJygDjbkZNgQwR54fBAoViMs1jRkCgq2F68mWfT5QWvP0dcbLx03w3z8blmmYVxO4FJEUKKcqNj9hvjwXzu9S466Tn9pZrG6oThg7v7EGZ3DKxZIjKjDosHda4R/9Qt67ZDOZ6cZX/rAPrYMBTrLMahQ8T3HLnUxRI4sI0z2/qYUyBm82SyKrQoMvDBoUCjyI3/erR27ELhl00vEqz6vv/3TZ2+PvG0e2aDX9sb5HADLLH2shy1DP6W4JmAfYWwKoOwl2g1AlsYbjCTufPrO9NRN/Z5z/ne9s2zEFtNgEJQQ92KsgxwjAN1i6RJNjJZpShr5VEjqxXng7gF8Bo3Lvh5DBABKR3WVpsYNZc5eHSjxAF31jIphJKK0LbtRf/bTZ/qeuoyQuN2VCBkzAyHB2IYxDsNrZ4Z9/q7nS05ZHDbXzgyxTT7m7fjdt1hUGkJ0wWH6c2iN6qJt6jcaIkk2Dzpi2ZoYSn4Q4AFcxsKxs+FcvOahne3d3+sIGjOrcDdhRDYVM2UQ+BlINQ56nV1woU/fmWaf3Jmxz8OzGH52n9Fff4XRMyskhoIo2hYzAYNuiTSqh5pwxTmIxFbgo/OgcFgQxSmLgSdTsTMmqi/7jdXQk/XUw8ytQjRYEAyUCHlFWzXlVt4AAEAASURBVNJmlZgjelEbzh0mCBMYbsDF16WOv2e7dcmoI5qJMXwwWlBQ8kVYxLthCHQ0VopBPeMbyaosfs6xzBxGAbRisFDldCY6B5HXhpCXLduZ14mxUFGJWd47olYjJGU6pcOhmFgz6jUtHM6wRZ3bzI9AuH659SYEG2+T1jHoQHhHhCHCspjVdgLOumlnhn9qp6Gch2uJPDtg9dVfkeltLlYHfR4xkjCVeNLMZt6IBjCiK3fGlOrL7jUaeixPHQIhEeeOhDGigcp2IUK9Gma5OokzA4q/b1ojrtTFmQl6nDZk000Fj3xsp8E+DIUSqe83+utITor5YBA8AuUXS0JZxlBVd0xOsGSCKqiBEr9TDGVW8Trk5BNXGVO6pJzYkBNUnqaifF6nPWG7ODMAQ3DlRHpYeHYB5ORXL5qXxG2lGXYFJ+MeqdIvlnt5u+E4nY1lfCBrimhE9cVPg5zMgpwggHGCnLz2akwTsBCKQmZ51zCrwZrZdFQAb0YmXnMk6yyGslyyd4d2Lqp037UjzJ9lre7yrGPRtcAEEsyEvHcnHWfmjiT/zI6UOB8e0uHnfzO7t+FKo/eoUj6E+qhRYMfE44aTwRqxCRwN1OvzKqVq1hvyKUWoBVVsObyyPS5qrn3UmNKTVeowBlXi3MAQESNBRewCamAjlpn4JM7M+0ZIchcKfhHcDGlKF/T9rK1p9tltaXYB6p0Ovfyb2X2N4JFm8AiCuEZQwykhecQEj+AoPwCEi8AjZeCRUo2XwHtYsYt45DFrSo8FHiEsIvCIR2URv+JgPOFTMcEAX5bJvsOrVsGQCbPma/WPPdTJL0IcJXCtlSyKUvbi9UqJh+/GULdvSrUyOBi1R0OlRvLo+YalarUYT9rhAWlmHuTZdbMh9cWNft+UoLfE9qnlA1GnDpPkpqgpmnXBZ/ZnlZP7o2zZ7geNc4+7Ub9jPec74aEhT6gjB3VOCx48GtLYwGhWNL8WYws2JYC1BhpMu0r0Es7M7BJlGJ6EaMwQybjtyWCyL2NRfU5WLfECZ8bHSU5KYxav7EmJ2nu3GlMGkJSL+yGwQI8PRSYxkR9C3NsslwZHlk/kfR/JS8jjzATgZPtUM//J8yghEEvxlozD5yJJrLE3qxwFJXNs36hUYmT9YsKYc3lRwiltgZ2LKtpIucbDpNx4qX4dPeBhCQ8TbSiYAJwZ8dxHp4v+P+dwZmidSN43otJPvTHT9FJMuRoDRJlX5bumF7HHakLOurO/5e/KW5vumo9LqQPW+N3N+b8UCdad/0LvLXeKuv4h47i9aeVcuMjnbM2wy5aEzZGNYb6efleRzAWTXOLMfGaOuPOFXs77M/z0rC1xZhp7bYYQZnVpXxTGj7xjwkU4CA1SoAHhIjBAOrkrSDoi35FYouz0q7xN9Ynnl8+0B/53i8SZKaY4Bup/sr1fKEA5Gkz7UINyD6DUR/ZG+VlGVhyFAXdqX1aZAzlZ3C95hJB0iUdoHggZycsJmAZ+EoUlJB4RMJmwh2BSTsA07V5NaYMcPn/yXNH9xFbgzNgiqKjIfKMGOVkEOXk9rlyJqWgFAuJ3zYScVJdrL511KevOy0mf3Nn9c2/B5/0+UjhDYZKE/PkDt6enROLq8ftS/MPxrDM7nbAvn/8dI7L9ei7DzwhnBlcjcWZOm+l8f3u/XTqa0U7VHXsulGlDt8UW4Q5P6B2GN0dizEgOx3wGi2W4QdIV3QBeZyiWAGVMMkKzStBJyWCiA7xOtgUDzs6aEH96fhFT/tw1iTOz33N7z3+Fzh/DmVkx1/neEx1KZcISp2YdZQ5c32M80j0kbwWmOnhEYsyAY1yJwZwBPKJL6SB9muMRJxPy8BiWiTYDnHVnXUg8VVti+9d0em5G9gZOlgsAxnLL7HDm1LYk+zrGIxHyKi9PDziPhcqyG9d9IzSQL7C0t4CSrxV83u9jEskjEWzryG8PrxGeh14yZsQy/OSOtDgLKMcL9QS78gO3x7699jK3KLEc2whnJiAGT12offeZrcaiFHBmAJ7ajKLJdV2WMgX35e8YomVrCnLAXaFyGvqAdOGvA/kAamaOBiQneJFOQRyPhvpTjvOyVxXbj6sWj+lp5ehno5M4M+7zKZbWCZB5hIK8Jn3P9S7OTAtwZtLDen0yA+wsptQPJEUVPDPlcGODP3gQkJ7errSjoGqKqA6gDAdwAWARJFG6PIriXBG4ufu9Pt41u8jXRzgzFMW76GFR/jAHfga42leQlhwzWAsMmVogPm5aVpW48oUrqxPt2P/Fb9Pyk/C04HM1FebKB1tJYwkb8ZTpLx6yuyX3bTmCpIYWLOet9BNg2lu/SstK7GF6aZcbN2MwaEmY4kx8l8YMpWbbqFmJgUSBXaO/fr2fupdYO9vg1kuB+VA/tX6YaKCBBsCEKqRBKcJCq3wuDQADlTSIBkE2rHnUfsSTdZcVxfryODPznhSV2lbQgNT9ZHv/UQDTLeRrWK9RvAxSkQlnpmefXh9Ji0ZActYPxHkVBuQKkhNErwbBD969KYfSJUQl5MRxuA5PHVBPebTUb0d8iqfPo9rd02sTfYQzQxZG+f0jwJmBXxJqrpBAcF+fZqLaLxTZ5rOmpq569NLK+E7s8Px/vF05YZAT5spJmAkoY+hu1hO+Xzxy88vGd+E5OdGwxOnYJo2ZLDwzUL9Cg5xo3E7uCRcRDSTOzHBPWb2ZdRrh1awfSSmVUld4RBEQJIOIy/P06I5SBTnBjVk2cGZg6gFJXERri6jiOO8LBezu+VX+PiwB6zR6LJ3EmQEV3q/NxZkBNEai68biPbiLV87GEsngXqMBOENTXB5xKmGclAvVCQE9PpAxmac3xyPFfsDJ2Ww/HhHgEdEdRP3rVuDMEI/U3WHM3x9nhihmZJUzsGAUDHnYo8nbtJsk89IPFAwMfm/BR7yc8KqcfMnRQ/45cDy5AYWWUTh5aLsrJ+HTyeSS40M7aog9vTWqfjeVFTMzKd+JOO0jeOUa0GMVR5n7GTb0+xzOTMsPomVDmWADt51GjCm1Cd2pDGqslMYThEn4Y4bjGUZMRoOfOX4ATWVtO2PbPI54ipG6YjaE++qpKMv2nHt0gJa0s4+jpxbCmSHH1CTODOaPhTgz5FUhAsGAaIVSwceO3Is2SxOV3gk/4oZWpoSf2a7Mrp8vrryYOcvBHHgokhlco5v2ZExavbmI8kETy0DuZla4xAJjFMYs1toFK+sbLT4NcNFrLj+Hp6DkgBnAnFZ5DAwWih6nCCfKYZVp3wXr+ZQGzXEV+L96NQLGVucNHbfDr98hfA/3ZE/osR24HZlJUULuL1hkCoVoqY3ui1Y+JQ3IiCLFin1IGOklGwkRtUIaNL8FDWj/5csRab56hT08AhpIOhGpfPTTZHtfUQDR625gbSHOzF7cAr0mtDDkBC49vuKG7epbyQnhECB+DzzC7UTWAzkh/iUeGU/kkXIC3oXyKnt9wH9a+P7BNeEVBMb4duUEink/OVl+uwj8ZrNxMmS5imQSKXdSy4/dGBAF6NrsLHe9yrjmHM4MTQDoJduBcsKUT9RvED+/eOkYxgztmN+PPr9MfyB35IUyshw4M1DRtG2yvc8oAHcbjN6MF+YEtRbhORgWUf7ZF+rSr50231nVIseS/FAxgUfk6Wh8Ao+AM6nGpMSZ0dNuyQvS4E3Xm+BZbmYBYn30dekP3P3xwPrjjuMWhTPQ+NGKk7TSBJiyVcfGE/KSYGTIt/x4EsYkOp96nf8N7y3haNnupPpBHBAQAExVVKpqk2+U7IjsDrqDApyZ1m9ych/Ri+BixhpdMy5D2d7KePgZplx8GuQSNAhzxHHm2nD+A94lQh8wrthdHI4e3IN08BTscIQ+ug/7CHVO3R4MZ4a8IFCkFGntPlxKK6MALzxYPG/C0CAiS0JvwIcVX6Yz5Rv0z/LccXQMrN88foYGAFFyMNOeVNYxfwTiAqCgUVAOC597THb57U8b5829OrNubpmzpags2Pm7i3MBU/nCXMSA9DpYy20nAfnSD+Jl8aw67fWEd/7dXdYyrN8uwn1hXRK5d5hd5w/PwI6BRxJcAc4ouC4wiYshQju+QxosQKcUm+/1pUAgYnZQchJnRtLh/fBnDGeGJIC4hxrhzLyJnITHA/KoJsxbyonkafCv118MHnHj4xXPuJwAZdqAIUMR++Uduvrtn75S8k9zr82say5TN5cwfe/vvlXsBhYeppx8/k5WHk2np+9JKAsf7TOWIaYLld0BFoLK2bbtVpmn2/XAfQtkVlpHnYgzc39OTmgAoNmE1BVSR+Byx3XFXTjurjFdkdMvebmiDlxdITMyCIaV5BED0iTODNHmfdJ4Ac4MS6flVU/ELXtzHgnjCHq57SA8EiZ5aJU/k2zIAQqGkz8ojRHiNzF1pWGBf7O6w2ZuTys3fvyP1msLrzNenl1ibq8usbp+fnF5nPaDvLmB6jRm5MYNt9+Cv2H3M2XYPvdcumrQ4CgIqxzzQoIvg6NyJobDJCw3xzZVV2CxeyHOjHs0B85MWAmvwqXD0yPHEvohB0EirwWHufsW3j9tOQgNICc4j9RBGElcg2cSZwaDN3BmNODMoOaKB+UKpHUpsR7ICwJK5gyYiZWA81Q/6DuUV54xCEyLsCPgCKNd4SYXhlCAc+goqrcAPwOaC88EUC98L1zzSp8lFvYJZfHuQZ5yBs3BdVeJ/srLjb45RXy43CdiWCJKYuKGwlzIr3CyHCBmKmJtfEEETOmAh96adCpnr7Tq9+n+enhBqpH5BCgCCS/dgcyOhO048yifL99UlvF5FVVFGQJvCma23N6Kv2S5u4qZGGf8vuQOb/bnQBqEh1qJBk4UPnYMhRo+Y9I7iTPzZlR8T/xGTx5PbgxnBoXJ0gylVam14vX/gZxksnHwiM8HJYdqdXzcfUdzUAE54XwfAu2VAdtZOJBSFrdnWBIxkUNrrzL6a67Qe5uCSqQqoIzG9WyK5MR0EP2FJuVE4z7UWQhFISftaady1tVGAzI26gT3VgNNNIQeHMTj7IZs6TDm5+C7lF06XsG1wK0PXcGRqQ5YVLQJGCLwPLob5d+3+IPBRA5MdJKcwpZ4TO5hZtZUbYE4T3jrJ3Fm3oKU74WfyShFM3I4M+Afr6m5BgbQq4GPktOl75RHIG+trS3yjpM692SBM+PhisewytwZIv0i5QSBiygaDOEt7zHFyT0mO/n1tBZTBrTBJ68x+you1/sXloqRIkWJxS2RIvgoLP7b8KYARCrrQYyjP6TxUHfKKQc0SNVNKBrcjWQOnK8KKoFwZAyMOTutLD4jXsxNXpKXxYI8i99RJRk4M/Nb3ElzeNsqogHP4ba5Boi7+1v8LZCT/KSBaJnDmclY0A+kKDj3kSc4PD6Beovzvvs/u0rx3T/vIZ+RcGaAIegkQYgH2vmnT1oZ/eWLNxfgzMgzSQOYPDUY4Ass63wvOUbOeW9oK543PQR3dkbGzUe/H6+6/VnjQgTghlBNFVVkXMuSdoZTBg9X8Vf4lW2zaj2/6B62T0no9rGoWzMLnpzaPRZDwBTzrY3DOHJDjqE0ie1kPy7zQrvjWy6okLPhrGOgqmgaB1C2x7pSzd5SETSfGE4H/qkvxZe4fVLvtMbKBB4EaKAo9+8Wnz71pvQvn722AGdG7lVIA/RMjQydfHsrGmC/U25JVP/iJe+FSCIEzgxDJm7B8fnzTL6/JylAODOYzNHztp8acj55wrWxyLqbeJu82Lzx7k4U30ROCmQnLI88QE7OuV1UPLre+Gd4R4AzA2Rra2zCx4hH4a/wHVPCtx0zPfmrh3cHPpg12RLUeZoFjqztdAMLTxokOYlR8Tqa7UG2uIsSCm4jvoWxDoMdmVUUnDwoHBPr9SkE+/ch/m0PDJlNH23W1mzrsla8EuWLcMAExYuCbNmEzYpa29TPtYSTv4a7fxxnxr0l6iNHA9nfQeQEBKNl4rB7gKsrxmXhg+HMtEcHFeDMIIqSgkMncWYkod4Pf0ivE84MeCR43w7PhWf/Z+LXj1/OB+W1H1RO3h6PLA5nZqzvEZ+SIwcWmxgbxyICg0NOmP+DFZ7HnaLM8zsGtLMwzi2Esd6EvPH6PQaDR4Vrz46AVccC1QECIMcTXClSbXEKmtRiPIH/h/BkMJ4gwzaJifjukMrbdS5euWhB+tWntgeu2JVxZmDFa0xOCGYG5zJ7gDNz8ZX6RcvvFKvz9Qlzd0ud0PldN4wcO3IyITfiD22TE+n8BpJejKl0xbm24LrkMS+lxTnojDy2Y9vzv/+j36GfjlS7QXYscWZk9WdupYU45UU9uADpletqfc6Gak3sOu/YMYyVvPJxL3iMMQuuv2CbxJl5OF3VbyizepN8ySN9/ESErgNjRQBjBVkRXBvX0nQKuAphjqjrLuVxfPsbvShgqicZrEfiXIPP49QOp3mFR4gSFB9DdCRVYqIsOMkTWCUSBrgphXpOcQSQRRFRNeBknd6qWq335a9xZJsishGvKddR8C2Yf4z1wAp2AEGJCEGGmwcw1qc+G1WPrrtKf6nBLzbUBsQuBFwN5bB23hYN+jJKc1+GL3khwk/EhRINUCSTO5M4M3gg7/VGQzNaIc4MPBNL1mV8/1V7hbFuil+sL9PE6+fN8Q9eRqCMxMlhOiLXCmQiv2nMc4kN92/bpt3zt/kVkbTe3KPzxU/0mCeCNaeAK9N4R2SXd6Kc4PSoD6Pe84VyWnuXQe1jcmI7U+A5qY1k1HJ44EthoKDQI3L1KLYAZ0KMAVk2OtJN0kh7jhV7WbTIqw7AXuipDml9+WyMe3DiU240c67LcUHRMxQuhGuCckcA84efTXiPnXKFvrYhKF5F0H/7v50XzOPMHBYNCGfmvnV6TUznc0CDpc8TPhTignDdWCnA8vMkzgyeyHu80cALXi/EmYnZykee6teWNl4JHikSrzaqTvunzw/mcWYOi0duv78r8MiexurRtDG3y+BLX0sAG4lwY3I4Mz5vCM6gwiZYkWorj1xaPIStv6dfTrlDoMxHqsHv8TRgubQ6knYwfwaciIqsQbg2Ybjk3fVZ6GnEKfMkXJuxmoAYwfDUH/CznspaX98L/8pRcISxn+K18FqDggUmGBLAxobMujgzo1n183/ptD7YdJW5tj7INk0PvgnOzP66Yr/viJELPb3TVz9q+I7qsfjxSHdfin7IhgBIijOJM0M4MyyHM+NX2U64xqb3WuyTvZZ6Hoy9yIanrd56LPE0FYlBuLQiW3QRP71STTeVCPiwmVPkySr9aeZ5fFAJNAM7otTrVPboSvVX7jHqE8LTgBIBVSB4ANkdCT932gB4RDgBXmFTkFa+uUYq4LHcDQgYgwvfLgiY2pHfM/9OLrVtODFW6GU9m8IgrVR+J7zvyX/OBUzlv7o2UO4bwcwMQtUD3RTuxU7Ddpr6TeVT/abzUTWhRF5+2ugF1g7c92IoCRrsBA1OnUADpnQBJ/4J0GDeBBpY9QnHMwWDXyXGuABcgQmUod8JJLAqKGlPYRD02HVNfniPUqAR1+XizPiAb4Gly6kDWf4xZPl9mHNlZPMrVm/N5Zm+WSF1ALgykV2GiB9fqqbnlAnUDWOOhkTsEYOrD/ZkA7N9SnFlgFf0ZkTNv98t6lPMbDCEioBbiceU9CuiDaN4BeTEh8X4AjlxSWOPLa9DThjPtn5TGjZk3LypnCDqUIQL3NDjc9mCyF0peyjil3sKSFzKfcIbpg/oj7yjJmjQjaXpmcCH+UxPnJ3vSfDI+nuMnmlXGX1TA3xwxBQjbYZIfKTGydQFGQopeCQNOuLcsyZiB4/285KAj1d2pETN5Y8YDVFbacBkpwKX6FMVNuLlzi54ZkF0VEXW3eDO8QuZ/PTepgDCqhA87ldYF3BiZnVb/LPdo84FmxTPcOuvrZ4ZWA6dAh4BZtlIu6XEz66y9P155AnwyKIiXoKq2lUdKV5zyyuiIWKbwC1j0KVMUxUeAY/QeDIV35V8AHAhXfJx+vmijM9dSplzsm4lxdvLRjNnajSeULA+fXblZDz4tpM2FrRwmIoGM7YGYZZfux5SsF8j6wLGOBxUIgqQjgFMk5sR37CwA3gym+PmYNkVvGfeSr0fYH1Dw7oTHbZF4tx6jx5UBSDV4NniWXXzMPe+nuBFcwO8FLPvqjboih+vF1OAl4bJMBn6XEWCZC8wYYcMZxJnRj4CwpkhrxhcHfz8Zn7nMwCLcGxPSzwr5mEQbowIOLscdlwf6RPChICFs2bEdp6LYMYE/AiUNEI5LQen4SrwWzhLw0VHtegURVe5wOxP2RVQnTau8ec+NdvX9+dN5s19DvMH2DizQDm6DJF381EpdbkFSzsyYGqCex6/IKAqp5T3M16JK5WxAKv8MlCYiRYEa7bSHef6kIgh9J0a1YwCcDrMOnZ+k7hzzVCWG4bndECCzAXoEmigLMD4ARpgh4PSAG4WoaiA2ymgAfZUHANCFwNQ3s6QKtpMZj+/opn3P7BDuWUAueATgo3pOibbe5wCBGiheM+sse/p0JWRiO58CO7reTA8pg47bB7G3WMHR4k9XTl5ftR2XopiHR5yQtJjA8g6i9nfDjiFGZC3iEPwQn0kFitWWTvymNtQKO35xdN8Xc/vsm6KZIEWQPO+fMvxLiQsvw1yIpc/c4GFhyonOCaMnguXRlfhTOgH1yLPne+DMory3RO/YrKjlHqYdeI09p87IkqpnnFOywCPKS14Q1SIxVGLnbjPoPvHcdAVjw56oJ9lcD8FDgMsQ0g52Sh1BekJogzPeFQRK1GdLQEOWfHxpxcUceWRfnarpLi/dOwa8tcy+f7epEAeZ6YUfP2xafZtrYNqFXKsT8WAOwe6tGHEcZagVIe/c4xHHPHoAHgEXkM8ZISXOyhHRjhMXN2MRR1sGeMRTRWjMJA2hYAzA2DKpxoqFN+LXeIWMC4CgAt4JMezZE1IKhUWhKUNhXwfdkMh8uPJRKoWyglGGloahZxgTKImWsjSlh9xtfm+8B0fqfKjtwEFKpfMMG9d3+M72jD4MsRkzk7aDoD/+FTg1GgsTaESWB6CfvhzNzlNaZaCyDSEO2DahJgxrrwiaSDlBPfCUyiDE/Up/HWfl21fUKM9ZiXso1+I2NfiUsZdqLlr+ke/SSPuH91pYX+2N4GB2EcPQCkDA3bfGNqF37ec+4jwdWxi9aadbYwkRT3wV6qhaCuwRhSKGIofBhDWElHTAhMn7G9jfd8A1koKj3oE6/2D5UE+ANyY7ubpWm8uLY8tAM7MX+SzBuVR4y5/HZrqBGmzRECljZRCt0ImTcAPT4pxhfugDrBc8mcoeM8xp9xCAVMULLUcGAFI5ZPbHAboL0wyOUeQltsoNdsZtMA6wNrxCr37+lA7ftlCWDt93Xo9bO/GkbRSBz9kjgbOQWmASmVGpQ+Lt0B1TDp8sCKg9hf5PN0zK1jvX7/MZWj/QuDMPLQjjzMzHtuZv5bJ9/c6BRwFbmprx3Uaxcu0XYwshyefZPU8m22MQk4gFNVej6jE+nzxgMFcOXGZm24sK+UkwFKoJBkFJPlQeUD0Y5DvnlYd681jEZ0DnBkVTnLKb9VkrLhLE2wIUoQbZnqQF2pvV04oni2n6Ok0OTlxBRLnRDMEAhuhPjXujMkJbYdEkWAqRR47tc/FY9qw9Oe9wdhgRX1WqI3RtFMXQDkRDCQVKUuEoib3ocAUyMIUi3SFw7JFHmZUaErCcuwR1GwYrA06/YrX39V0DOt7FHWhBtDPB4AzA0uPChbmsF2p98n2fqEAjGK1sSib7Lox0IFrfuWjPxfB7X0GvG+icSTD6wAmWjXOI8KHwVvyCFiLDAHJI2UaR7KGkDxSGVL6tKzd3VTh73v0UsSIoM0Gzow7AGFukEvNDouwcu8q6UPkKdt2eTcMI4GSOai5hZMPcTzZT05yCS3hIXAz7HLcoz3nGh19oCqqaudkEn0g7Q+SIsMmjv1S0dBDnD+JDU8uvXWkNKYXTUFxyCmjBq8t8vAqBLiXA1U4iFUODAaYuiA5BmwPWDMnW+5lOopWAiCZDyONEOMJ71N8WteiK9jAaiz1tuKkwJlZSP3jGNdww7Yj1Y6gMeOalz61GA8W8y1QHwpYXk9LWHhIqWBbZ+6Ft/FGbra/1jO1BtlPIdiZ+MWmZZ7e8V1Y3n23h7blcGY60ikfQvrcvrjPZSj8LL0kCs/Anlg4a6VxwYVnaY+GT5cYL3hI+ZPmjOBw/jveZTBy7rvEncHncO47uEJavbg22oKYGnXhdfppr+viZMwGAXAsJ6JyZ0rNpl3oX9aWa5A4jzgo1o48AH8OhwZYDhvDEOmNYXSimQN65CqGjMn2vqBAXzmeGNCxYbwjZDbryi2WLu8i/ArG9uVeE+8FXpOldzHPocpJHmcmysqR7QYTGrM28OmYnMBYIPwAfUOSLZx9dfoTnzs78Mi7LSf/b3vXARhF1YR392p6SEILgRRC702KlAiKoGJBQcUCUoKgoKJSBH4ORcGGAoKCithQE7Eigg0QpAlSpIT0kJCE9H799v/m7e7lEkJRRInug9ztvf5mZ96bN29mHpmgLv/COmRfqdgTVyvAB6asxI+RaUlhnXqDFcTOYZqlECdqDoxmjHoKftEfRwJMJRCdZGOuyHTPFfGYK0Y7PY+ClfwJVAh0x2HjAQKlxY3RZRmuQlDqU7+vbAjAKBp4iz/8K7ZqgMcIeKfyZo42ifTnXh/omXDkGHdcWxHUnqf1pMNxzmHCpvRcOBJDczNwBEy9lmQ5qMJtmm3iTa6I+XMQJ1p+KeAH9zDZM/YvWLiL501sHbio9URZS1jn6AOj8TRoQcTMt0W/uGTLyEQL3wI0aYWGhJtOneQnm7oGGGRvJMZKhGUgJx7geUJ1+sNJVk0YwPkm9gicpiKXYzCAg1g7/CyI5ERTCYXyw8lZeJDVJrA8gpOh4dLHPxv+QWZmAUZu4qxWnD9is4U3IXAG6W6IbfQMBmQUwQYfzFRb0qwGwMhmnk1w7pdH2aSAfRuFUfHCqFFUEP+pkuOY/mDTH+RNN7TAXgK7NC1vc4sl7E5mow8vQ6Jvill4ZPkm67Au82x7wny4I4LVkvHVAtl/BtVtoo86Qi2pDfmZGQ0/MxnFXs0r7M6OzeZYr4IeELhYjBFuAaDJ6FYYgygdVnZYKbBUQAIlxRcmazBRMx85lwwDdDf1WsAUMAjxAeKT6BRUCKtyNwzqGJEadSVAgKYIYLUhD5fGMGkk9kCwCGVdI4EmTULAPYbuhIMedELMCPzLuPGsejgynZgk76KMTpAIFwaMTpr4AkeIZcDZJVZ0N46AlyCHecRS+CZZhenLN9mHdppn29vi0uhEM3JxeWCmw9iirNLZaUGctXeug2uH7mAzAz8zkKQo/XZpcRUUuDnsEkSjvlJSTCbajhOZH0s3ncQvBNQWXMxcQY4weYIdg4H0DTAD0PBggHbovAEC3gppUVQ6on5feRCQN5YaI45PwLji5eNyJcz3Uqi1nrCFQV4/3OuJW9G9eioHnYBG6FjIjSOobxtbwPEAqyksGiTO0FjtTBzCWgPOws+M4IBVR9iBcnFB01mzj/QyzdnbxMgdM3KVWXGzmJ8ZqX0TK1Lzo7oD7vg43FC/Lj08KLPcEAnXvF3XnLD1LnFpIjCPV4IcwMtU+5mBxR+jWRHnD6tv4sxriBGavF+HNZWcy0pr6nFQsUlhQHjFMZ/EcLlbpYeaMJDXYvcRMQx4yXAFzt84nQlrnslDJ65GNX/DD+3f0EbdTSxgwOQMBs6mwxk/RN66+BOugcicxJnYzbc0v2CSgUQEEw6rBIgF+EvPLKLmh0n5eWwUFz+aXhSYHgkx2Et69WfjgDMQv2PQTrvnrdk0fUn+MzLgql0ocnIdiqrErofNYoUR/jOCZ9qzW86x58JypBA+ZkpwOVlFhUu0QHEKCj5wJKDhNYEG+JmBW+hAvSsQjo1CgmdaG9tcxlB4NGoIrIc6DO+CYmUalAzLgeQ1/Mzo9JyNzNPLRV7/fjI/AL1J4Va0snIr2Bx76TBAhQdkB03P/mQbWOiUzG4FrV4hdgVy6veVBgEZ25uaOXs6WfLAZPPbPK4/+NzDo3lIL4EjFOIVOqFJ3TSK5qmLoBOOj0dGRiesEkmK+MF26wDczO2vF3gnlIfdkzxrCHSCyfKURstrihyujkVVfLffQSd60ElDKKlHzIFypdFVaLYLxdB7q6hwitZc0Ak8XtegE1xm2eCMVQhpOMveuNJlCDW7QCe4MxZ9cRo1Yio4JgsY/lbKukFtC1oRZtyCExfn+Xx7XEd0El/nXAE/8QgXnitkNw91zRWbcoWBULImPzMul6Demk0AvaIDSTMw14O5gBkc7yqFMdE7Bw2D0OcNZ+PIKIlJQeIF6aQ2jhAQMJdis8r7zLL3dzhhCQ62H/xLNZ1IsiGNF+7DAx4H4VLIfrllYj+uTCzzE3zygp60ne4w15IHBdzCMqwnUNivKhE1lnxscb3gAC0AfmYCNLwXLk72NWrFoAwzH/LQPlzTAWtcNAwDFlwIy/O4d4+U1AUDThaage930zt0Tm1g55xZOEpq/JS5H3r8C7emJ9vUsOWQjqvAoGHwLFwYBtL6CzrB/APGSFpTufteFH0+ybHB8g/cDBRX3YyMuydS/X/X5z/UrDw8iPeAaK5Gc8z35dk0E8FQWBvrhKNNDfYfm/rwh3vP9Mp2A+hPQuTuVysap5RoOmSahWtybLiynOf8IUT/sniJ8UWOHb/jxuy55nsOmYXpMIH7pE+U4c0fEq0DgaTdBUFoCeXKxkAeX8jsIK4jiRDE7iRSYxwofrLAuCGCJalhkVIlKY2BURAroTCWj1yp0FX4vWdj/ffJRbabsiq5adEG8ZPkxcalSh8azrGNhVr4BLRhbqTlj7bQu35sEuQ6/PVjXrh2Egh0CWHUCxVN0is0HbJtwjWn7Vx3jMU/yMB9ViS1j35fWv2X0DW16MVAQKYTvzmWmyvswmNYXp3BGi6huYH/IdToOjiutTFrdB0uzy+maiXPbS+WNzpVru2QYxVish0wuRT5wFC9+HX2EsPzwFEgOO/qYLKOOVbKT+sR4Iq/tr3h7ecPWPsbXXw34Hs0RDmNMb/XpBNGL8QsedIJTYyoz00nIqSlPCyoYOXBcymgt8PjOlRtPZHpM3pvsTi+pQ//Tsoi/WqcJ0EMPtrZ/CnLQ5lW4S7gcEVjHXco1Ev4MdrbejR+pm+uMpY/802S1FuXmptlleo7n7I4rs13QOkevqX8teLqsucN6zn5HfyZutUyfwcEFOadF31mWR6ptJOcji9vpuUOhhqBI0HWox/hosdL6UlcXJzmw8ybQtOKhK64sHRwEXmq5l2GlkbXqpRnvT9R6CT8KevcDDN343WhmheN/podm1Jt10K5AVJ5LgrWT7Cu5XyAv7gpjLbCjEEgAqmbTkhCCuUYLDsWGHOUw6lrjpYXkyt5YZ/peu1vH/9gm5VgFvt3DdA8fWiB7ntk5Ffv57Rz4qzPon/9ULawhZ7b3cRL2B4dok1YPxUXRV5CMOEuuF9OWsNxj1XPU1ZhSLlLiIK6jL2Bxrmw6HnvXYpKxyU08aeL0gL8DwZCQGkhbTDbfE+lSxiJSxhxaknXX0OJVyOkQwEwNVjPZzU0OvMSijVFA0OdlVFNXTZrucsJRykuASZNfl68kFWi0X+RLnh39HcFlbmEhtl0QSXPRRa6+Ai7S4TnREEHi4UCmJ9t6W7MeWubKdLCxeB8fBvv6DrXes+hKm5aIx9hQ94iHZgcKURJClNNjbzQrMrsaoS+BsN3RgD65wtZv7HcxmmsELUEGgWnlnPBCpyvcDnFMnj9LQgwiPk2B386JESffUy+zZRqhZ+Z+09XcVOjta645OcZM8MWCqAy32C2FTDgRuIsFjCAjJDnzzQQxAw9z0kw0DrzDpdrioaFOyvCQ1z288Gg1CE0yrGCY+d5wIADDABXnLHh6voCP0HcfG0Pw5vQM8J9VHgHl8gsyeBSvy4bBKrpJHCO9VYowd8NiQnhN7mjywsAjhgIR7R8ZlMv4Qw8UBcNauys8KQTo86fN/AVmtxKX936VKt3Zz9XkA10km4WmgkuVxSjE45oj9PD5LIQt0h/d13D/DfjZzQ3K3QiMTPctL6B4me7F9BmQAo9logBBRUVoQ6dMZToBCQRrOPFQLD0PlBfqEEnOE61YjtQ6XKJsE9EOzCRtTvtpxt6+2b/Pqd6ooWfmSk7isSxbmZGZibo1uDlW6zjoeR/k83FQ+rJ2yE9yQ0WuHQ8p4YZhdP+gi3/QJlQdE8rQ2UTH84OzTCnwV6GT16w+QmanBxB/1W2xqd7gDM4z6pplG8Tw2y8EFXsdEXAQzckRHCewYu5UBL9tGyJ4SNplNXvQB62+nWlQUCey3qs3q87mdZ5gsUh3gA9TIYjOuAI5tJ0dDk1HP5a4Acs73ezq/iOFi7giBdwpNwJCYkYIONIKnDkmwKNT08vZ3A+4YhdbA5JXVSJiw+HlQ/DET0cPQbouLj85wxxEigkHFGYmRuaci9vmmnYoICp9UtiSFWFLRRrUShuRG6EDW8Qdr7+OPQn5sZQTLd1IwTqgamSngs0FMQSg5YvgIv4MzjUOh3Q1JBzDBcnK3XCz8wLRyvFPl0DNc8wZkbW+eprKg06ZjZOrXRyA3BPTwAkNWYdx59upOXSQDdprb1cOQ7AILvcVXJLW6c5ROdy4EJJ0Amue/YG5VortQfOaPSHChz+bf21wacsuJjSKbbAGh2FU4kWMP0KxtLt0PN8mrdWWFuyRLeNGCllPVf693d+48TlnwzEyEgAKF7i9WHHReLPWZX2wZVOoSe8BkUWOLmrIHruD8bExVVpLeipbVOuxmrI0VhwboSLskmqiDNtMiODgRBYTsO2UrquQCClJy0WaRsEKOVw/p4AvxSHQoz8T+kmY8I2GjKbHN1bRoqp3kAyJodzps52K0wlSBnq+hRxe9fZkg1FAdm9FVD8zBAvTkw4Q1tWH+Q8GAlTtjJ80GGJ+POpIssQWM72APFEFojCVdBdAAwgFRIFwEC0fZ0JGJw6GwZQLjDC2UcdMBDLdIIrAV5/Dzbz5X46Od94kkkKVUamrhd6BcZV00nJYsMXHUwVezJtusHwu3SVQxSjilyQpPB8XzCv4lGrEzgiWL/J0diMucAR3AHG6ISzYabUQxXEaixzcYadxUQndKUHoxM7Nn9l5FsFTNHhCD/+x6PzjSeqcaQmnbj9Z1BZSPYPVNPJWX5mqoFZN50o20RJrIKexmAnig0G6BnzogddmUA0oFkoHJMOzZruiy0/JZWKgzHA7pgIwvOc/NWgo2vyYEICX5YwvBZtH6farGD2YIxBekOQIWGuwCZJC8sVYwkWj+9LFBiAGqFWjQ1KCejkkFEr/NrIx/lTyjzvTKn/6FcdNC6lqZ9XDAQIXzCnQdGVjlTeCHvG8mNJhTAYFmvdgDTAEUHCkXJ2nAoc4W2fpGrgdc6G9cSALDzZZTAcga2rEYu3YatVC30pka4MAH8hAkfEEig4HoRDvP3tGoo/7J7hfZqNv465FPM38AZBnvsTn+AL8Iv+jlB0HYHa4Io88b5Wpiz8NhEdmNArSDc7zq8+3ZKz4nJkUdht4ovwe1G0ydb9tNkVAyFBZyjTNztth7du0G1+JWAEaQ/B4KMErQXDs+IIi9Ti4Gmc6ESnrYJFYaWo02eWkEM/KBKTsjPYHDBfhZgndsAT8Z7mjfQ/HWIXWP7zNPIPMzMEfpqwAAgTxx+VXPi/28EkflTqsIZXcUJLp0OMMDvEJnqYkWHixsWNACrP7EXJdJOOdEhYR3OfHdqBFTBPpivLC4y8eAZSlAw4iUtpFqZPOwDTZImdZSJu6ZgILx3tkoMB9AFLADxx0Dd4eelb7ldNvwCURn1WguezNA6WH0JOKB5LfgEIOdmlgIjD+SrKgz8BKiqBIa9U9ths/hSi3+kQJ35YctwaUWUTW+LQPtwM6RI8NYXg+KsOGKAuFzNprYaB01lg1GpyUSZDq3OmNOMM6QdMfNVJ1qYbBtV9UPqifl+hEJDxDLefHzOxI5X1sED45OfjXDi84rV0upyR0DtrAseTuAtMDCwHnZRLd3BhEpLpBKgO7HPotPAXIYhluKsMOCKewWVLwBEupbGPIe3Ik3zlUQlHiLKAqmjXxHCT0Jbhi0ahExCuRAseeE9lPZWQWV30cQ46oSTKvwB/NPVvU9ogG0NMq9UTO+YIYujR1kKO/20On4zcyWFLM72cRY0iLE5XS2yqw7G7bqLXc8GQXAWUYIVCs1CGhBsEBgPQCeQzoBUrnFOWQVJbYgOdeGk0OfAAlu5tcKYEOA0Zx6CzV079kuYHeYwUoYYrHgKELzKOZM3nk9DfpDDcxO4os0Va7a6WdofQAiJ00IkrBEc+/sUOqA8ItKZgicZRI03NEo5wVjC1pVrBVQpJRr4PJDtAz3RI61IaN9elH5ist+8mYCg4Uo2nbjrR4XImBq9ECaeVfnHt0QrtFM6mE1qXWBHpo266WgBaIWYGAR5haD1Bk+g9fbO1h1yLsH7xrmST/jfE/kanDOUW30inFUfCotgcTtoa6bRCcJVd9IMOJUwJwLCR2gXRHK2ouAwZtVZB76cQ62gx9Nfy4V8nG0ttmreeS8leYIQjZHi1pTZla2F6/CfDFcDM0PBpwgQI6QVAMYkmE0QyRFSA0wpndY60AkNJvtFL4+trdHJWLTqvxat3wRGWA3ZyVn9/a1Ub7wYW8gPgya+yXZ9cN/Mho+CLSaodYjx6kRyQVrLVl5BBi77QJAtZCunKILCtqlTG45NqkxBJGQclSttaSoPFBDFNkp8Zu0vyaQPlSuyK3QH5PGEQzx+jIyCOS5T/WMbzw8AlwcBprRKaNbAkXywM3F1QH+oFBOiiPBmXZa/Tqeg3/bHQZrWos+RwhkJrhZdg0HrhyKcWnRitTn+uKrgzZ0mG+wNPOmFSxPPQCfMzg5sJqmAXLbWGSZMmMgp/lk6orOKPyQRakekEjvBAk0Tgbj8zoDFM7tKiAfMltIvFIGsGu8KBJEJuqVCL5UmGoqIgg9ZmwFysMUJmr4V0Fn7RoCZpF+1wB2wNCvGp1EZyVqIzBQa0lc2iRuW6GfNEv9VQvyBQN46QOTIzSabBEI5wwJGyc+CIUzRaGgTgPOBP4AiO8mluJ0sPhsNg0CU6WUhrHK0V511PqHtykNcE5SfRCfzV8GDmUQfzM9PqKQuUgT38zBCDRGsPMf4UGKPBueRThkOIoT8W+sCP2eEEzqDRV3lr9ZgtMFeAE4QdFpxMamHNZzWYgw355oaDGlq2QSJK9EGBXH1jHJ50wgSpFP1PBlpsr7wgc9aMyzybe724/iqTMr1Z0nRXXm6N0mAygFjd5pknHDRr7gU/kR8och/fF67/ZoXsGKk6OzEk+EVa4OcLUn+RQ0YmOS8pj03ZN2JQoagZh6jmrQ3id4nPGRazCZoYmdrhLBjUrK929jp/KzCgPlGoEwZ1llQj6wMEPHGE8Dx+FCawOnDpfGNRcOQi6KTTQtsDv5e67sN0WgAdlY9HeGdvWke6ZzXCpdFJLJixz1OtUMDl78NYmrby4T5LeloPmy1M5CzUGh/1nwLRJaO9S6QT7HplholVq378CyDwN+NI1FzrwtQqcaAg8GlNoE9yeonuFybvqAHKi6AT91rCGKAaa8TVz+f7HSkMGAnL2tuArz7dA13Lfptv3MhBcgtT3lrMRV0Snj9KJ6gDLk/AwXhIUmvRYo3x/f0/zr8w//39OU+L8mRGr5RxpnVkZRMRxV8kkAnJscB3mWO777CNGwsJI1104QPN85NBGnFPI6PmcISG+ZnBMeYfe/lkugc/Mw2Ow89MqdnZKV/kr4L7g46Q4dmQpm2p4zanPG986ZzMTB3Dc0/ofyUM6mxHjay/ELh8dNLGZL33ZDk/FngInQQRtx9wCcEaYU+gwB1pYrRkbF3g92foRLh2cXmDnDJjC5jTdoKeXG9oCLcH70L6Yboob25D6iLj63hmG4+Ley8XgsFCMPYLiIoQLnKukDKrn/8aCFwAR9xrCQ34j+FI86es83EGMxDFcGTFa3BFxuEQXtznJ3BHOzTQZ8VLOmZ/CJKrweR/lFMZnGsWooo4bZdCp9gHOi4RqL8Cx2TaLgHCy4fn676TJDFM5eAi6gcMLmot+eMwuIjG//Is2r+8xstWoYxQEvslT0S1GjPV+n2hn0p+2tuRnxlBSIeOkwYak+3hj6bLmUpXZRJvyNc/gcvJZlnztKIrP9chlnhrdOVdGsDjuqSrAymfQ3OyhNefsvO+UTpXII5fGxqfsDbCUWyoWSQrKPiZAacEReVUYA/0ynCPDgTmF+re2emXAQZnN6LG1GsIXGYcAZ14a/hToBG6D60D6KFrLs9XpNoZnWSHzbaegQJCfq5dLIG1R0WPBnAzrdCJy6E5XM4byh28TzODq4GDExrqn7Q30nCGUAvRCZl2Q6kffmxSYMlnxl0yrT015S/+tVwEDJiY9eJrVHP+2yBwARwxXeJ4oWzuK/C4n1EMMovc1Zn4g3JmWWqB7Yz+cWt2M52YJ7jEgnSnqzRcp6lo6Y1rxwTOCS0bHm4ONDtLeaO/wPuG6MSgSljtPZxob8zzOuniZB4XwsKFB/yWJWItMYAWPfzMMP2Gi+w8YPBXrqcX2erlylaPmJnLBQKgBTgZfBobGFzHG4ca1mSesg6qgv8M8ButLCKHSVZsnu7gtdCPAhMlcjBNE78vZGVkcR4zqdOQmmWqgzaQhCLgjmEhQubVONLchYs0f48O1H2XXWkbkVPJdcOxbi1R4OUbn1qzCoG/AgKYLHBvDW/s6C8e6x1teGvV79YBBp7vBrOIVlCqbIw2WuCGYtAJ2+8htwA6gT8xogUWZDoBfSTjejBGJ7gpHs7XYW3H58B5ZrIVF/k9EKn/6egZ+527ivnOICSUV4MKgfoDAWA2KREb+waJ37v89D/vyrRdB9XzjnCP0dIikpsQvlWanVR2iaESuFQQUGop0Qik//A/h2Mj8lMmFEG6X8ToBBIU3gXVLr4UllQp3gKXhOz7HhliPPD1Ntvs42ZXJAyQ/vN0ojIzCo1gAhZ4jUa24f8G0d+EzBT9rAZrqN0hNnPBb4tGKzYEwx1gc7h8wM+QaSscGuGfSIgokiVRFXxelIkOPh9qVGd0WleOVq/PKjHxJXQhBlzLk58ZsDxAbTWoEKiPECDBNOhkxb08eR/4pgp/bZ4X/QpKbM0qRVeoyyk0hq+EEGB4oM0pesPnEjkH86ATlx2WiVU6TiwFt5+PSfuMNy9mBwboT8tKitwaVAw/M5JicX2EkdpnFQJAengGFr5/mCeDn48JIM3mlAVX8YZmuL27KW5BaITLqkPAu/jDvQAp1MMNDFkT4YmHsQjMwPU6rlIvukpsOBEQtLpcP9F5WhdpyM6WLw1+fgnHwc8MlYHmQrUHYGrrvxj+28yMCa8cf2BpJa4WN1ywYBK1sM5wFvA8WWiSNbNk0SylVn8qimUmQkE4tqhOYU9Wz9+jjulx+Y07i4tuZ1WDCoH6BQEZZ2U6iQGdwFLj5CxGJwkYCv2dHdx0IumdERG4CQHPUI7hJEsJ7EB7cFruAPMTQpM6Te0qnQAIaqg/EMBGFjgLIYtyiCPP/acX+xNjQ391+5m5CDohKJiQz2SK5/eLo4QH/kdqnuww9j9PJyozA0TQSs7DOFwZRtozxOAQYmhgAishiGLBJGmXM8ZFyldbKRiTsQmSGgqeZcivwA+M50aCE21AYwueUVk+9UOFwJUOAZPUQVhnkM8amjwlOtnGuWJMnGYbO6ZFrCfOyww+K3mWFZ1MJ/K9N8yPASwOY1DvNon2yPcTyYDQkEuhE/xCOWwaWJ3qhwqBKxQC8AYP30YeoUF7kW6ljie/Y540Qlkuik7kNYXWH9DM102J/kbbe0K/rP08kmCSsJSZg0uWu39Ebcajm/X9UVvfB3BJ/R8FJMGLh9tHK+ZIR6FZbO0709qu4gX+BJCsmtNVfGnQ5ItL/KRJFV+1JmPWF3ccfsWjjnj35OsMfqyqWU4V3xW4R8dSyuaUmB91gmbAUz+uSAiY0Cv8wds73UfsPFDGt24yx9o+dzF/fNtfQicwJQUdbgMpoiUufJ45cm+ZqyOo0+niBUXASYxMNU1SRjWoELiiICAx27huHbrxomt7Hter2xxx+8HFfH78GqWjyDMKzAgxNdLmGHhN5RCUtYPileDJ/MibAuXS4KCZtj7HzWIY3dANP3ck4KzeUCjl/0PfEhD/QwOuMVQS6wFBhjwnBu8osr0MR84tsR2E92Bhh7fTvjNAbzmZ+nwQqbv86QBvxr55lZXRlZy2r8XFx0DXpincphf0DRCf3DXfmALpD+vDn25ALahC4HJDgPzZ4Minx0tlISdyjS9UuVytgcN5uKRsp0Zw7QzgL51O2kA/rcxZ1dosaPqVuviBUAJoAseSWV0CnTN/pWsFVDq53G9Zrf9SISDjaNv51k5JZu5Z3OEUgDvKsvx411adKOzROfUpWa8wJ49/uqXQx8tC7IKunU0UBsKVQW+wPcH+On7vyLa6p9Y9AHcGMq3+6QbqccH/NjNDL05GwNC5Vc3zLJqHcTlFT6hu+SKlCoiRrRW4NNz5mA4zuexihzMvQKspbsIbzA5XhcNihkWSPwdXpbygcQq6XLvGWCo6A/01moZmXgh1is4ICMojcXraDLtKmJ2KZthDHWuo5VflPm84prRN3agVlPdSzaErGYCscah0NLndrkPkThfxcdu34Vz1Gtw1ogYVAn8RBGQ6aQk6OW3VPIS7w3piR+kHHGR0guOgNDgGS8f9AbhHVcjDXWglEbwTdOKS6ATd8PLHLY/OKl2uADqxOxv4C5qGuIctFPfdRACZI3FRayiyEe1V4p6ow42N3KqsRcYkDzo5J12A+eEh3AFdKJZTNccdi8sHr23Qw3Wpt4vXrFX9pUKgFgRkZiJkdmWPUqcmFlKatkBLOiothflSFr5TcT/yKTDq2ZUORwHWk9JQvQu3cIBOLLim2OjPG+0VGo1Bo8uwCd4u0RWE+xYa4QLiMLj2wFrCh9OGGHRnoHuiYE24o6WPfhW85hd50InSqXPSC2WIwz1UOGeAjr779EAph/Vjqza7qR+/ZnJP+JSqH0EZbP3o7eXqpceuz39GVZ8yXjMQTXXEZE1MiA+eySKDTvGJQaCXjyv9IHWn+yuAvJjESQ+GXEHTWSlZYeAP5nWSczEYfPC5iDth1Ag7+nhrd2wjl+0ebSLNM9A7UZgYz2fESjtkd+bav9GQu+zZae5i6oMKgT8FAQ+cDZpZ1afIeR46AVMBZMSt7J50AtNs3gWflLjgERMp0JXO+0En7OoOYopyQEnHG/DCz4/4aH8xkVi9us1q3PbEcxrIH8B1k8kE5UmTelz1pxBALXRREJBxdvhy0fBzpnUQ/MRcjXLwLQb3BSJdmQP3BZKeGdQNcC0BnLUine6lxHoCGShZNXEC6AQWs7SWkDUgOBngOfIxZftMEM2REKjf5z2vP8z6VE0n7Cc+zk0vSg7l+yz6oWOvsxkcJfuV+k0DVgNBoDYyzCoKwNWVEbCYiwYihRCSgY8Bcw2s4vENOTvzCUBlwSIjnf6BcaYL8vCPxYnFuDYqhTM60zhJk51ywyN0XS6nWQpDwHfeecfYuHFj8YYbbiB9ARZHO0/C8mMwCf88y951bphuP36Tyjw7AmCl8THvzZQbcDGY+ekJ0VuB/Shb/5BSGYv6fQVCoA468bH7RlRyYjTwLQQ9Bm3g3znphOgD1h5uOiFq4QuZ/wyNLq10Ca9cpO1Jk4wGwIR4t2/f3jF69Gia/GvQxZZc0ec30d5+TlP9r3VB7cnd5bWrAAA1vElEQVQ1ibf7GLSZprFR+0wYA2OU6sqoxqkQ+CsgwO5EqpYS+s4RG1rt5ii7qIkCneCElqgEawhuEYbOC1GMx3rCVhBaReA+D7TiJCE89CxFba4elwbbnPp07iW+Uuom5ngTUonxrw6MNlavXq0rKyvTP/nkk5SXxXmuF4tzbL06irpjI0L5KmV9UdaMp99JHWCG9HRxbKuvqqtVn+oRBIAY0DpnL/wv7/X56x41ahS4cY6bOnWqb3h4eHqLFi1OTJs2jWnFjyLmh250RRiT5lg1CG4l70i1P0O/ORwrkQidHme9kXBL7GvZ4sSlSeLyDWl9KE5Jo2c1qBD4ayAAXKbJmhjpvzzUpBOSpFATr732WnCbNm2y8bdfaZImYLYJQcRtKY6PBmJKjs1wPsrSQRdgWrAD5rjZqxNjJ79eIE56+Xjluk1nWlJcHNG5GlQIXE4IEH4qxiN/dTu0qai7bjdNRkdHb2/atGnZzTffTMe3HFtjmESU4yalO58YVCmKI5Jt61nXsL7Q0RI9z38rqduEl0+Ksa/liM++nzqa4urDOsI6T51VA0EAUozRZGlEXDIQcSG+SZucDJhqh+Pb3EjDktrHKEdD1TlxiM801inGBD57dDWnXp1JeurQoYMYH08FOM7Pz4800yXtdDz8mr9Kh74Q5417nVy49Bc+yHhozFMI4zTfccHUF2jQQ6ud7hB32SGXNNA4uOIcL56Yofg/cwkhVaAGFQJnQQB0Eg864UEjfxOd2Gw20WAwWFwul2LdxHXs2FHHTZ9OdAcPURJdOJ1OSVcMdLH3KtZxB4jFgWRyqmoTfCR3C8eJfs8tIT1rxGqECoE/DAFJF4UsVyXpiWKtVHs9qb2WUEPnW08WYC0hqfwFgq+vr1Wv15v9/f3Z2vTrr7/quBXf0jOudXI6bMxLiEBSTvLoqvngqjDaODg0ogbpDiIp+CqRPNXTOkIbBxFt0wkBK6N+qBA4DwQYg0THTLhlm85LzwpbcUml6ZS1I9uVnpXKca/EpQ9eFp/er44kNUqFQH2FAKML0IQXic7rGsQmUTTMz7B2qCuN4l74MP2GlXFpXc+VrsarEPgXQYDRy9atW7WgF/IuXGd4OkfssCmJ6Xmelb40LvWqpR+nDj0rgUWAOVODCoGLgEANRCFkHDBo0GN33jmSHRvVLj8p1TbpnlTHyjk5YsPaaS98dGrA5KUnds96I3Fe7TT1twqBegaBGnSB46fAAQMGPHnbbbd1qWsc96fbZ9yXbn/p+YR8WFzVDAvfTbtl0isn9s97K3mylKJOzjUhpP76F0CgBr3Q5jcmJmbyiBEjhstjq5E+Jc1x671pjrXTMy2tao995Wfp7R58JeHHx1aeXIF6lM1EjfK1y6i/VQi4IYBjJyaZ6d27N+kAiO3atUsFIjH9gWlJSUyX5tV8sU1Mhih2RcKNybaXqPDUrXm+pjhcnYAw8aXjBx9YWSzGLj8lrvxc2pWa3kmDF1d18ib4qKHeQYAmUIbbUI434VmEftkhNgrg9KhdmV70PDdL7NOvQBR7wob1/lTnNIobvxNMDfJshS7NpKUnssatLBVjXz5h/25nPtMnmLac0ZQ6QROw1PCvgQD0ZBi9gJG5CYMSIyIinE888UQjGqCyjnxfJAYMTbYXd8Y6cm2y/QtKI1p6LE6iJ2yI4ye8XiLGrsoXF3+QfBulP7Y00wvZryh6YYsjdU4NVxYEYLXBdF6aNGmyu0uXLmmBgYGfMuslmOqtaBXNzjlDxfzTertju0+K09JMK2ylEay6plGFabR0B5S/l/CdzlnOaV1VR7wMxtOUbnog0oLzVuDhlYWI1Dc1qBC4AATYeT/lEQRhR+fOnbOioqI+Y2Vw6Wt83zCmTxOorUj1KnUc9kp1FgfwTmbdtLZ/w3LC+2uu4R1+BuF7g1jJ6UEzumYV7FqoFdNbUVlYkKh0weCpfvwrIIBNMdMha968+bFu3bodadSo0cdXXXUV3Q/Fr2jVitYR/rogvtSg4Td5p7i4phpxMw08vl9z8yujm5vpOcBb2CpYCzneUpBr1GoTKO6VGc3NpDtjIkVkNagQuAgIMM4XjMc5LS+WQ1fgieRyxmlTfVtFMXCnSM7MpPD6hoyr1/+Q2ph+fbCp0H/GyuR+qI8pfiuWInJW9UuFQH2BwAXp4kWYas/JKgtWBvR1mRiSKYpMckPuDVZ+ltE/7vuUAEp//bPcRk+sTuyt5FUZfQUS6ve/BAIKvZxTkgKcF6bmiU2U8R4WRZ/NpWKQ8nvNV6d6vflVeiT9Rl7djDXJ/b4kaSeCytAQFOp3II6Uzg8vN2eq1M8YmuHDh08La948c9jQoWNrg296ur3f0BRHzg0p9sQ5Gdb2numrMXE/tCzhl0kwt3v0tUTJbIoyqDtRTzCpz5cIAZkRILo4JwN+iU0oxRW6YN8Qo88FXWSMvv32W5UMyvcDGY6brku2l96UYt9nOiWyYyUl7bUNqeFTXk1InLQ8S3z89cRXpXhVOqPAR/2+7BAgBuPvpBdGl3fcccdIHNFmDBow4KnaI5ydaYkenmw/fn2SPR9ryjWe6UTfj6xMjKN15OFlJ3Z/sCkJPvAZg3NORsmz/OV8ViaEy9nGv7FuenFkGkfm0fR9OV+kCxM1SVLYsdPx48dnZGVmhuUXFT2COHIAoGvz5U7GIZdx/F1ZTTRNchprWx13aUdQ8pgdJQ3oOzHV0ckiBPQrKyvlSizcHa98lBZB8ePWpRtUzpogoYa/AAKQPDOzTaILwtfLSheybybXe++953PmzJknQBctjiUmTqNxRIwzGbkth33oudzBPZDWROuf20jb64DdFkNxd28tIwd/XFK2bYBDH9yqvLKKK650PJCZKekJkN6ZzJhRNjWoELgcECD6oKNThV4uRxtKnS5ZEs9o8siRIw9nZGS0yCsomPH1118zi6fhm/YwxqTSqRuW10TbLqupNiTRyd9PFYz6Hk5kERa+n9q8zCKMKisr4cx8YJ8T2WJXip+88ICXuo4QJOpRUI5mZs6cGTpu3LgX7rzzTjZ5/g1DYIzn9ddff//VV199CF5Qz9qBzk+1dRmWYk/A377ZOWKEZ592ZYpe01YkbJr4Sqr4+MqEtz3T2LMqoTkLJGrExUNAoYtXX3218X333ffcpEmTZlx86UvKyejilltueahv376/3XrrrUNq1zYtzT7ouhTHqZtSHVuWeojOKd/Kb9KaPPRqwq8TXk4SZ69Ofrp2WVVyeRZE1Ii/AAIKozzNNM1/woQJ87CO/E+J+wuqP18VTDIDBfrr+vXr9xsc6k2pnXlpptgMUsxfQDNJj5yy9aqdPmPlybcmYB15ZEXC5q1pMCipEVSpZg1wkCSC/uSXq4jgaNLSKZOmZwHKq1j/UJkePXooZdzZ5F0cxVM956yrjjbp5evk8hyOeZglEZDh9h7de4h9evf5SW7EKPehxm5UlqqQZIXaZHX9lUiLfrUHgzNMqXMr9GHwzBD2qfTKpg9m2GcqokLEa9/fnBkt95eb+UbSrKmvnnhj9aZTLSlO5awVyFyZ34RLMm6TmSXhlIJXWgU/PXtOcR44qdAFlXEHmZ5q0EVddRF+edCVG5eVvPA2yuhi1qxZN3bq2EkcceOIPXIjeplm/la6gAlq92HDrhuiDBSX6rklLbMzxegHM5yzZ2fYelD6/mzRe51MA4eha/PIipOLp7128qXP9mYxnRuVLhQo1rtvjUIvtXD3H6cX0A2zMrr99tt7du/eXUT/MpYvX040pAFtG4nePKEt05lCp2wdqWst9CxznucadVO+2NjYFtddd93NJvg4o98i3PIRzdCzKU/0Bb1Mf/iUw72BpnVEWWfmvZ086cFXTqxb+mkKLp9V1xGCgRLOArSSoHwrE6j82zM/TbJ1Bba415XgWdeFkMMz/Z577unTtWtXsX///h/VVa+MjOfqj+Rauq6CF46jOtmChL63h6ldsUarFYcNG7pALsrGSu2PSLVv7V4sigOT7Y7HMm2SP1Q504yViXPJXXXsqkIRpqpMh4Zdm3Dh9tUc/wwEPPH8XD3wxPNz4p5HYc/8HtHs0Z3mife1M8m/3W298sorXTu07yBCQnKuO11oHO78tevzpMfaaRf4TXXSZM/ddddd/Zo1a2bzg+fTG4YNmyyXYzSzVRR9r0+2H+1eRmaojjxTLQkmGJk1k1bmMTPUh5efWEFlR6lXH8ggrFdf58Qxj1G4cRxxf5S+PKphj+66LkQvnum4N6kJrSOwMGJWd7UqVfrkrrtW+qWuI6xeMDIhuCbkJOoWBw0asFZug+DH2r8j1bauJ9aR/lmiOCndcTtLl5mt2W8k3k2uPyauLBAnvHzCcwxK3+XqLv9XjV3a5W/ugi0QAMTWLVvf7xfo5zhw4MB6OMV6zG63Xwc35Rpfb9/Dndt1Xj1/0fwU5KMX4aL84GTvKikqaXnoyKFnv/zyS7933313XEBAgBc86b6AdKrT+dhjj3VKT0+fWFVV1Rnn+k4fL589/Xr0W/34vMczkU436XL4c8HLaAD+Jtmt9qstVkuAl7dXqcvhOhoaFvoZ0g9CfN5186bNNx46dKg16uFKS0u7hoWGzUK9xpCQENuYe8esRL4yWXdAnDhx4nUFBQV3WSyWSJ1OV2Y0Grdiwn4bx0QVNHHjCgOmC4M+XGxwxZpWG9eYJjuysrKal5SUBDodDs5isbGzS+6xx/TcK6+Yj3BnvG1iSLsSGNcZG2g1VRXOFmhgHwf/ABzM6iqszlZ2jcg5bRWcaHUxh3vxHUaRm3o1XHkQUOjiLi9fr6aHDx9+BQv2mMrKytEOu8PXYDQkQpnvnWXLltFkwgP/6M/Vu2fv6yrMFYOBZwsQHKNvH010FTX1tqlLeo7oWYW8TuSLOnLoyGSz1dwDVwUI3t7eB9u2bbt68eLFiUh308WuXbu8VqxYQfQzCLgc5OXlVeZwOE7AhcDnL7zwwj5IZtrn5eWN/OqLryJRD4fn9thtzgYN63v16GUfct2QN5YsWVKMOklHQMQEOjQnJ+cu0HaETqsr9fbx/gkT+9s9e/as+jN0AeZdnLxwjQ50Ycflei0LCgp1VquFM1utndAexz3xooF76UlH8mlzoIXTtyqp5Dgfo6ZhtsNOln7pnAm+mUwdbJVWZxu7Rroxwe4Qm1PR+OOsz/SohvoBAVqIXa1atboOeNoO+iHLMd+OBe6OdDqcPt5e3glR0VFrX3zxxd+Qz43jkEwMPZNzJmbturULgLtOHP3chys0orFhXTx58mRGL3Pnzg0/ceLEZEuVpZdTdGpR/2EwAm8+//zzxzzrAjrq7r777geQb4jZYm4IGsVNSOJJmEZ/BZr7+fHHHw//5utv7v7y8y/D9AY9h341j4yMnI91zIW1S3/t0GvffOutt7KoTvw5cU/fVadOnbof13q01Wg0dE3B7oEDB7756KOPnkE6rYV/eB15bGmc1yszRpuxLoZgHWuNOjiz2dqdvrkOo7TcsQ5YX01YXYT2pdDq4X2RXkwXyiKsOUCWgVXlNjHSyRs4a1UpeuAKIj9O5P5AIvO/l5/5e1tjUDjnB/WF/lxRkVF7GgQ16I67JRKtFmuHsvKyAkx4Rkx8vgGBAVV9+vS5BjvAfchLOzE7XupOs9l8NfyxLPztwG9TMMk20mq19ofueih4wqwJ5Q8++OA9B/Yf+ADMCdcwuOHvdqfdWFxU3ApIY+l1Va9rcc7/C+rhNm3a5I96t5/OOt0VjIfDarUWAGl8fXx8fMOah60D4/HAI488MiHhRMJbUDjkKioqnEB2DeohBxXk+0IEl91w5cqVhVQfCGhZ4snE6TQqIGEuxhAEhNZjbMnwXjp00aJFaX9k4kZZ8Eg178XAEdNT6Ef34ODg2V999VUytauEB1Ktd5wRhYX+PP/Tx1FapttDRIY67C9/nNI6Mcf+icPhCm8UoHlkcWyb92kHGn+e+6OUetXvvxUCbrqIbhm9Dfd2DQL+7DZXmfuWl5eXAeccYPSDwAxw8CMxes2aNfFhYWFeYHTN2O29CbybiKOmxanJqSMrKivagJnmOnTs0HrdunVJYPCH7t69+9vKikohKCjoBO4uEgsKC9qDgef69uo7YtnKZRsxUn7//v3a//3vf1sy0jOuIRwHfeVhAvYCbfijrc8RRg7oN+AuxH1UWFjIoR0n8mmAk5wDVyWFBIc47x97fwtM7tkEOei3LD+VcYrhI2gsB7QWLNNFAo6krp89e/apS6ELcuP+zDPPLAJcmmGhmQmY5Hi+sXvTbJOLXPyMhoLw4buRmqcpTRT3gy562p97P3VAep71PZfIa8MbacfOvz/6J5UuPKF35T/TkRKYaDvWkdfgn+shrBl7sT70xjxZChx3AS8aEL1grh755ptvfg7pthELumXodUPfKioqmtCxU8clCQkJt1ZVVhHjwPW7ul8bzOmJYBwG79mzZ3NFeYUOuJ0AHHdio9oBGwCuc5fOd6KuOECHMVIjbhrxVWpq6ggqb3fYae43Yq0IDG0Wugsb7qvnzZsXg7Vqa25uLgc6diGf0KABs9XgQA9cw0YNu2zYsOEIQXvs2LFP/H7k9xdpk0C0h3aJkfDz8fUpBY1fj03MXjp23rZtG/MpQ2XOH+gIq+Y6gmPZicXFxbfiHqdnsA7u9Sw/MdU8IFfUvurFi0m3BOhi7w3mIdeU1pEPN2Y02J1qiau0OPuF+GmeeXFKmyUc+Z6peYu3Z3X/iWeatAkRuNbRreNIVH3tkGs3gottT5MTAQ/mZHNaRrUUhwweckCGCMs/ePDgDa2iW4mdOnUS+/bpexpKTS9NemASeTzkwDGH4UzShb/i5557rq1cjgNiDm/bpq0YMygmecuWLT4Uf8fIOya3a9tOBFJ/BWT2QxRN5N5ghmKeMz3XnvK89NJLIWvXrm1+35j7YqmP/a/uvxW72GjsKrui/tbYcTJR9/333z+RdAcG9h+4GzvXlhiHkAZlKZSbR21ce+21u6g+Chgbjf28QckTBw+/z36QMSSpjjs1wL2HtW7d+uPu3bq9vXjVKokyPGq9M8X+6g0pjvR7UuxzKBp1aqg+jyzq45UJAYbnbVu3XU84O3DAwN/AiAw4dkyyuJkwYcKYNq3bEO4XYTcXpAwB+lwvUX7Cw6t6XVWGCWsllHNHId1AuAhF8jPt27UXsdvsp5SBd9C+yO9E/lKc4TOJHaSLIykfNg3b1q9fT1ZA8KS71Uh9wI61C5WdM2dOMK7eaDFjxoxxYCDE4cOG7161alUb4GQXors4k3TXGNqfRHSDtndh4xBFeE00BtpeEB0VTXSxVe7LBWmC8il08SGs9p5Znz6YcFou7/6Con7b6JYtv4SC8NLad57FQTF+dIrtgxuSHcn3p9jGUyGK27pVUWy8MG26G1IfrggIEDNDHWnTqs18mmuBt3uAl33o3QM/BDAH97du1Vq8ut/VebSBVTo97PphLxO9EH6CSSi78cYbV00YN2EU8Jy83eqAP5m43FTE70FKmaeffrpb506dq0AvVjAVJP3mxt4zdijRHOo/+NFHHzFXAESroIU+YNR7UR5IKQPeW/1eiylTptxMdfbq1Svxqaee6gz664i1oiO1SfmQfm23rt1ESCwz5s+f34P6D3rR4YRgPPVzQP8Bp0GLbA6nNYbKnC+gPKMrxvCDXj7fWhxYOz/WTD/06fX2bdt++sS8eZG102n9wDqSdleqfZmSFidbOym//+vfBGT2MsKbh2/CxOxSzCSVeAIQmIf9XTp3EadOmsqQguLAzHxGyAnu1ES/PQMmySeAbCJEhk/K8aTgpKVnMD3rCenGjBlzA/2GOPw5+j116tRJ9BvBIH25P6mPDBmwgxzcvVt3EVKiz9ypHg+QvBzv2KGjCATsIEe7J1n08ztqJ3Z87FBKU4jPo3itR0JAydPik68nvjPtHZs4Y2XCiyxTNFMa09MzEPB9fDExPhYFKf2xpYwoZmQ4RvXLF8VWuBRh0ClRnJtl68PK04fqxdENiiv0gdFFZHjkp5hk4XXT1FnuJ8NFeoaI/CPCNzALdylj6Nu774s04V1zzTVvYRJjOK+kAefvIhwcfcdoZUIiHGJ4dPNNN79MNAO9MLa4gx4eI2bmjtvumCWXr0EX8iTK+oLnftSPW26+ZbPSlvJNEymYGPJESmPoSPEkgVHSsYn4kdrFBD6A4mi3qaSd+1uawGGp9+XDay3i/95KkfoYwxQZWfnu3Xv8iPKiDrplI0eOfJTV9cR7bAMzMd35OOkDtE0XxcHJDvOybJEtSJRHVfxlkKp3H8p8Cq+3i3pf1VukzaY8CDe9DBkyJJ7wHzh+hzJAzOkvtm/bXsQVMmuBq268pHRsTm+jdQcbgtVyfqIVRgdj7hrzNNV164hbmbQRzNN4Wo9QRpqDpRMEd9soR8+MprEGRTNmpUfPw3K9yhfLD8n7RmLIsGlga5RSjjIRs0VpkHhOpt/KuOn5XCHGtJXRxNy3EudNe8cCXzEn5fWLbcKZ8i82/iZIh9g60q9v389ZXdPYOsMtgu7lAKwfrbGOXI31ZHqa1T3fgGLYmM7V9uWO/0cbv8DgnK+//jrjmiHtIMRiEy2Oe/ZANM1V2iqVCZ2qEXGsxCUnJDPxWGhoqLeSv6iwqBcv8BxE7dsoI4IFf0wcB52D7RA5chCXM4kNRO0lEMtzSYlJNwGZCVGlw3M8yFYhIiZfxvWjPW8S+yEw5CBEwuTLkIF2gqUlpe2Cg4IPQ9x9DHl4lONInEkFoN/wLernTuecHki/IRIlxKkz0AIQG3tAy8UekIhL4PLsVfmcRhDyqcDw6cO5mHHvsPeo1+tKlEqAjGXs+ZUZ0JoB5YiOKoFOMqkHNgfnrdVVUPwo7Bj+6yJBgkN9CC7RhVmQ5/Lz8xmDSriIP0YXmLh34viQw5k/k5TQeIA7ThJZQyx9EGkOOn5CNJuARafYE8e2nMPl2CGP3YZv+uMwEe9EGQ5i8k70G+f+xUQnxSXFw7ArDEBUDboAY+ICfTC6gD6NN+G20+VUFgMNdqSsTSwqbSxmS3v06RjKHEU9yvzD0iH632K32UnsHoM0DmJzzwWAotwB5YUYExi02JtYO1qOP2OvKgDLzxdSpnExETj2j2P163RaRhc+vr6cXqMpZ5W8eB/pQIAunBVakDHZbQiiWOXHVzB6MeHsH6pHjMBZfvWj/kEAb49oAkdIjHElepHncS4yMvIXHNlAR8TczWNgLq1OSzR0COVIB4Xohc3ZOILpSflbtGixVc5PtMLooLyyfBvRkkavYdJ7HAWX0HoE+rkGPpAaIR/5kWFzvLKOyGsaBxUGRi8ga0G+EZ4sFalNYvgD887kXe0f4F8CFYrdiCOrI41sHUh9+Y6OjbOzswdTGtYRwtc6aYbWEWJkvArDGL3wIl9oryzAOiKeobI9YmO5EbGr5XVEWwqjEorm9AZDKXtYMZ2N1cXZzILNydHqSBDSajVsnRm+iWJM/yi9SD1mvb2yPoBMPHRmGHCASO6XBAaEzgw5raBt6tljmkDx0v24XI676aab7DgnJwTigFhNgFQczjZ7QCSoB7PiBcTTNG7cuBDHS62JIUF9fpS3/8D+G8zfmWdCBH8zOPp0mF9vbNiw4WYwJ1uwu6XFn8e5psJ4OIlQENhvIJL7vBLnjs2IKQJzlEUZKEDE6ZIJhMO4ThPyA5EjWGK14z2lbikaCIhAcWwsFPlCbKvZK77IXDP9ttYp9Ptb6U4ZeuTuvPOupwi5vL19qyA+XUz9g0i1Q+PG7U+9EGH8ZmyabUZTUbjFX8uvmduEP0oSmfgOPFvAWAXqR72AAJhvhieYGF0QX7Nn4HkuMflBIUFNlEEAr+kSLmJqmBgaOE9K4zRJc2UVZc0I95HWHsdAvaE0G4BnHvpfJXCm1Qn6BVx4RDhjmlDnpqZNm6ZlnMqImfLglJQbh9+4EXGbBw8evPmBBx4gRoHHpMr6gUmc8Jwj/Ru5H070i02SUJoPY3EilymncaQAj8mbB+PCoQ85UJTksjKzouT0uidH9NPEE6NRPXkufbj11Nc/O7Vk6u1RqVR2neka2rSw0G3AgCng6zL8/ALSP46Pf5si75s4sUP/2NiTkyP1q+9LtjY3C5o+/gbuhfFN/fJJR8bElBil8upn/YaAgpvYBBC9sMHYzLY8YtDBWLvXETbZgl70Rj1jfrBBJSMURi+Ys5th7SHmpw0Uh3tjTfJHedI1K/7111+703wOuqRNNAdJyQ/vvfveUaw7PZa9uiwJzMdGrBtbIC3/dvz48WwTqkAUNEg7FBbAqDgggRHBzLM2oVzcGPUGwrDkBKSV5ZCQctioOxMTExltIT6H1hno7LSQ6yOFflJoVmhPjnavI7RGsXVq0aRWr7/w8anvnryzTfqyaWCE1vS0H5DXmd279y6HDxriDRoOGzbsWaLN8ffe20YfHV38v+a+v49Pt97b0CpO8uWFL5ZGajdRI98OlzZC9PxPhSuWmQFAar0QCUSw3nHQZAlumO3mFMDRjtXusjMkAKK5uVMoXxkIabdv2/46cbE0uVMgaQ12kRwpaAGfGPLiSCgFiDBw7+69T+cX5N8AReCJUHqcmJqSmgOmYBqspDb89NNPbGJW2vX4Jj8cxB1zYGa8aEeMet1MCPrsHg/GYKcxAFGVMbjTlPpoYaEyq+NSAk6Xc4/qeHHH/PHRP6EYQosUgAdPvLjwnaQRDhfXKayRz6uTR4TSrnMu5aD6Bw0auDruk09iwyMjE7ErGfZupP4VJNGfFNSdpwKJev8NSw2Ga9g9sp0kDciFf4QHCIwu6EEJleWVpAdAu9aF2aezF7rpAvkxYbNyYIYYEwQ9sTwoLA45ePDgM7BSujnrdNZYMDZjIcEswNn9DCg+vg+8r0kX8FOhtKV8g5EyEM01DW3qZjSUNPqGUqWtpLiEgzTVPQbPdHpmkzUYmeWbchoW5lZON2jETU+NbbUb46RJGoyMTBdrU+52cq4mzeylr02e3DMPaTOoPMapwRFw3Pq1a0ce7tJ1d+y11w5fE22YR2ksgO7ipV25EqN+118IsHlVcEqMdQwXw23DPwpnCs6wdQR0o8zBLJ4+YL0KRhkSSYvFjcM2i82baGnf3n2mo0ePmpTVieKIkdEIGlLOZZvie++9t2zp0qXDtm3dthAKviNzsnPGnEo/NSYtNa18zJ1jnlr/yfrXsNl2101teQZlHcHGwEjMPaSctF4wJgRWiSI89rKyUFa2I41zOV1MFwh5WL8968Iz8vIiWRltT0t5FHrG6fPHRn0KShJm3tUiZeZdEp0uej+5H/iiYU0bcK+hHqKXF6keGAhwQ4cOnffZxo3PBDVoUHDTbaNuXhth+BBJ9FcdPNa36si/96nmBPT3tn3e1rCfrP2yGWJid2kkZhY7USYm9qyEGADP3/QMLfIqaJFzzVs0n7V3394bT2eeHpWemn57cnLy7YV5hSOBDGNQ7l25nBaT5fFvt3x7x9hxY6O79+g+LKpl1LuwvGh64viJT6dPn94R5Zi4rXY7+C0SI0MBO8xKQnAI0ZVJGU1U9y0oIIicInE6g04Zw1n9nryGY4xmYqFjYokxypRT5lyHMhAR4qZSICZ9x+Ga9vR8+8el+uhnC0vMd1Lbw+8xsaM57Hbb7tmzN9YMikw4caJ1Xl7BA5TOjXvHOKrWeTCLVz/qHQRox6QEP28/L5pYwZxXKnGC+xRHiqFJUgn+gf4VJAqvqqh68ejho8PS0tNGp2eALlKSby8tKx0JPojoQmF8tYtgeffNN9/cCx2DVj179bw2IjLiTTDlIQd/O/jenCfm9Ea9jC7AAJ3FmCtttmzZ0ozdJofNBts8KPHKN3bORtp4NGzckB2BKvGe39lNpWOlfDAyJV4t56UVON6U0kV++aYkLEy8+PaXp0Kzyrj1xXzzpXnewUMovfdwiS6wSx5w+PCRkU5RNB85dLBvUXDwLaw8dAIYXVwBk7I0HvXzL4AAdpBAR3YAimNLiZFh+IljWTYHQ+KizMHVzcmrItwOuOMgrSmnjS/UHF5KOJYwHPQirSOgl5zcnJGiSxyDzEvkAhooHJ/+6uuvJj708EOtYDEb07pN62XAb7+ExIQVkPTfgHznlIgr6wikLpU4lqWTAwNoUU91L1y4kEc6GwNODYxajZYTNALdYM0YGWJ25D6wr9WrJV25H5KTbywQwl88VWiLX//DmcZgZlyrV+8HZExs7Uk7Y3uz1Lvl/Oxi7hEqGDPKxDYy2AQH7Nu3bxZoXUxNSwvJzUybziomHRq2jlSvayz+H/y4YpkZwETEy2TnexDRUT9ZX/FSmxG87Ba7W1RNvxnS0gMCxHv0QlnZ8rLy00BYDtrguxC36XTu6U/zCvM+gwnpZ1k5WZ/DaukjSFyYXgvSHRGSXgtpnmfDT80WcMHjuvfs/iYmYNJVGIo87oC+gK3FCiIFAWVYHyGOzCQpEPKHIw/F8TDTFlA361NhSWELiCRJNwASFhYoj4SExPQwhVyJMQry53905Ccc9TFy7wBhnVwMFLi2Y6kZFacZjWvaA7yEN12FCQeCvPQ7qSbfVu3ZrhfKYZkgRlIqM8KBGOflZfiF0mPSH3CoO0+CRP0N2AEyPIPlGuEew6nc/NzmhFPA6yxlZMT0e9KFPEmysvCzlEnpOFo9VGmt3AJcjYfUhdEFjpk+T0pN+uiLL74gJKQ2aFdoIC+/5Nfi7bff/nHjxo2xmKCXwnyVO3Ts0I0ebSr0oEQJ2EywNmFtmEFtgomKUBIxWWogsWFjCG4QHEZHZc2aNkuW01k5egYdyXQhMWReem6z/czJBD+jZh2lx5i2aT7bJx2hjb+5ea63xvaeWJb2c1iQzyFKb9F7FKMLKDeejIgIz0SUF+jRohMElj4qd7pKFwSof2EATjH8InoZ1UFSOMdmsxkx89jrES6wAByT5mBZviGvIwwHy0vLT9GcHhUVdayssmwz6MW9juTk5DB6wZHpPlRE+O8kWqE/SPQLIbnc/vkXnz/at19fcqNBKg8jpBblT5n9wOaE9RNHPKxNMDFnjF7GfOhfhr288GW2SYV+DOnMsHygm1A6AYCbhjS5Jg1taKQg0UtOjrSuBAcY94ulKbv89Pxbdw9pBMmLyP/wQ6orxrSAteXvrV1nPwMTXoOOHRs17DAKzBaklPHxpfA7tQ3D4sE8kRBhK9Ufs2K6E1GQ+FafOEjtqp8EAXoLDLDgmjf169vPAdySeWqWRhOaFtYcqV27dBXhdMjNNkMz/VOytgDy3CGDkpRxmWQDVhtTyLrihmE3LJPTlLct/5QnSql9d5z8wJDmwdgHHyftdJyFPqlkgF7ODaSFfi5rpkEDBx0gSxKY2tGutUaAae0ustqAz5r+lIAdszROD+lNjQJ/8sfcuYuah4c3n0fOoOQqzhr7n6xaLfb3QoDRRXiL8E/JOgNK5e1qNw+drh8Iz6fETnEzFn2u6vM80Qp0W56g/EQTCl2Mu2/cCLLAwMQIkfN5Q104w+gCTvgmEQ2A/p5TasBx1GDCe/iS2azEeX7D0uNXsgqpiy7Qt32U9vDDD/ekMkpfQfh19cGz2j/0PHXqo+3CwkIXwDKlj1yQwfcPVaJmvmIhoMynzZs1fwbuCciaKaJ2ZzEHbyP8hw6LMjfSVTXPUxzWkVlyfvc1NjhOvZ5wEzi5sXZdtX7XhatsLcJVH7cQbWDtWKOUATPfiTwA9zyHNRPWrTgyF4d7hDuVMso39FneJ2umB+5/4F6KU8ZNTIiS56/4xqY+sG2rVk/AEnH0X1Hf5aqDAflyVf5n6/UyeFkh1tLgrG4tEOAF7ChPYUH2uenGm54tzC+MhB+Lb15++eXjqJ8mVUiMRZF2fIqoDYqR5AeDnYlCQvFxelq6KTUtdTrMVo8h7ZPTp0+L2MXqwZV3wW60O9p4A/WU43tgUlLSzZGRkZ/AI+Ip6BNYYP/f/vvvv3+UpDsNfBsw6QaNC1KPItRDzvDaL5q7KPyrDV9VjHlwTAi46XQcR1mxa30O4vpPd/y842NIbO7/HQGE4Atvq/OPnzjeFxz+Rvgl2ImqSGzogM6WYIKocMvhXJ8vtpa8zcMv72M3to1t1YqH+N4EJ0SD8HeNY+5bSaPOlDpmhzbQPvX0+FZbODK1M23HXsLk2rSn0H/j3vy3wZyXTR3inIKxZqL+RRkZ9MUYQnkPQD/VUN8ggJ2hC0eY3Pffff8aGOEFwNGjnTt3Fvbu3fsIHHANgUOuk6tWr/ru9TWv0+IMioD9E1lAiZIIGpJAwjWmW/POe+98Aybk9+Sk5NvJfxPM+leT3g2kinrQUVvQX//BVw1eO376+Hz4WeqGnehYWOHF4Zw+legCTHxL0MUMoruO7Tpu//HHHxk4seuEobPI5eflt4FPjWj4pSnEQtAEllRpUBa2YKFYsn/f/k+hT7AeG5Kx2I3+DqYi4Nd9v/4PUtJeoJsNr7322n5UJiANdGFidPHO1rTAXw/b1mo1XP6yh1tPQR8lXDZt1RBdzF6TNL6g3DGlRYh2+v+gQ8MkmNskuli9Ob3pb8fN64x6zWGUnblq1asnUP/CrKxs6jNN/HXpGlCaGuoxBLx8vFygEW7z5s2v49hnISQtCdgMa37b/9uMg4cODmoR3uIoSRnhN4zRC4ZKSwl9MHygdYQU1AkEkK5suSbmmgOY82/EfUr/A+OwEjRiI3qBhCc653TO4EZNGr0L3M0GzrbHdB8LpfkvcKyaEP9mvGXco+NCQSNPYX3gAv0DtytgBR2VQC9ThMQmAlLP7nDgmkS+0bDeZD700EMV7Tq0exH6m6OgZPw2lIMtkDJth5K+AfQ4BUe896KNo2vfXfsx6JmDpSFJUEEaEm1MW56wzO7goq9qGzBu/A1N8zE8gYvZJnDbrnEsei+lf3q+7ZUQP93KJbHR66R15Bo2Voyff+S1xBV2pxjWp4Xv+LEjwwpR70tcUpLS7Svy+4rckWCCxFGghoMI+5Yff/jxSGFBYdEnn3xyGsg4LjIq8sTAmIFTZWgqHKg/dGMoStFRoTdKk50GZ/zFOLO8HcqF+UcOH1kdHxdfAsTI++H7H/L37tn7w5ncM8/BxTRzNHb8+PHuuTm5j2/9aes+KHrlFuQXlGz6ZtMuvNwwIP6iVW+u2oU6GcyAcHtR5zZ4KG7z6cZP081acwEslg4D2VkfgPwbOnfoPAfizAgwND/D43AxxPaZKakpsTCp+7n/gP7jUBcHxKcxiNlNJdPrlGRzJ8Gn6Z2cMeT+nYlZrVmeOLiWNsUwArPYxAl+zdt2Lyl3Mm4c+1fOROkIiacru2r9wu6wawLHf7bPGE5xox6LI4sUSpcmf4pUQ72EAPBQS5Mh9Lw67961ewesg4o//ODDQuD1/6BLVgz/GOOA93YwzXoaIHRmfIguRF709hwwHe0gnwvSnDubhzVPgiLvc199+VUh8DRv586dBXt279kJhmXJll+2hFI56LG0hzL8I1Ci/wUTaA7h8pbNW/ZD8RAS6LavLntt2RbWHD7eeOONg6DRzcgTgTxJXkavItT7G/rnR3Vh4diACXoOxhL1048/7cB1DCVffvFlBuhmAnRqfgJjM4nygS7oi9vGgYlHOJFo7cb7h9/mEHxi3/02MxJRIs78iS7YBFxR5ZziG9a2Jyy7R1H+Hq39+NWrJf2aihK+vzGkzdBys/PJjTsyGlD68OHMXJw2QypdEED+hQHuB6DmAsVcu6PXjh07dgOnizd8uqEAm8mnwPgX4DjnAdCBExIZtngAJ33p6AlxZ9ELgWfwkMF3w5roBDYACz+N/7SA6OWXnb8U7Nyxcw/0Zp7D/jiC8sFiKhrryCO4AmTrd1u+ywloEVD8xedfHIOn7asw96/7YP0HH1I+BA0Y+kx4+30P/fTHunMAkqEy0MNx0GEYZcCm/Vfobt6H4yRvrFdfHDp4qHj79u25R38/uqBxk8Yne/TsMRL9dcg0LY6Ol9anDVuzwmyibrouKPqGkhIzk0Ca4o6TZJaq5SxWcbQf6KW00jGFRWBDzOgJ9PD+d2fCHbxxqhAQdfOJgqpulD4i9muCCa0jyppL0VdUuJI6Rn2hPxeOmb7FJBtzz6h7Ou06sOvq/DP512GXaUX8PiDeh7XvNYL2eAx2jB1QdiNMkjMwEZJ5mrLbYtIbeCNtAM3sWyrKKnoWlxb7AinzIVX5HZPxLxDbpwEhXBCnGYH03WDN0ReMVCtIbvRBwUEZYHa+le+9oZdH997Qn4u8OJ44emJSTl5OO3DblZgWD8RtiCNEZRwyvkmc3hET9S3oX0uYYpfC0mn7unXrvqCKCAEVzh+EhC6QJa3Iz387eSaSbYsmtpIVMGGKaqJ2edfT65J7mO2uCcE+uuVPjIlMYBKdBWhZKis89VbybK2Gr3hmfPRyagNdAEzlXawUoX7WPwjQgu6KCI/YAFwcef2w6/sDp/xxVn8ncJSH1OMI8Hg9PPnmIB/cpTBkIp9IPQiX6ZwbnkjJt8tZdIEJ1wuWFbdAatMXUpVA7PQKYft0rFmLZr+AOUoCrTkxOeux4+yEXW5/SG9aYzfqBbPQTOwQvwPz8osMTjddgKn3ha7ZJNBtB+C8JaBBwD6I0j8hiSXyEo2TF9VO6P8txYXFUb7+viWoaxsYna+ornPQhWbe2ylzULTo2YmtVin1MPwHXdA1BOUW551NAoQXHhnd8pQ01gVgVKAoH5fpdbDUMs+g40+axkW/x46t5N0rtaeGfxcE6LiFJJBYL54FPj8FFxu94G4jFFL420EvIo6fjnTs3HH9zJkzczFyDciF3AmI0G/pARroh7itUHY/6kkvCk5Ccm+AMvwtoIG+kI4ENWnSpAjlj0MvcRcc4J3EBsFB3nUxr3csLSq92mKztIU01Qc+x3ICgwJ/BL38RNCWSJRIgZjy1bp9e/aNh9+xnt5GbxuUjY9//PHH7yGNrFPZ+oW+RKDt20Ev7WA4YgG97IGk81O0Z1H6RpUhsErxLc5fmzTR6eRb3NOv5SIImWzU5sKF0jqy+KO0iLIKxxMNvPQfzbw3/BeFjuTy4tw1iQ+CFWw8skvxc9A3tcv9VRl/gvBFBHoJbBcG3YBv4AHYScxCXeXo5XnEKy9Piar9m+I98yv5an/XVc4zD/XNnYcQ3TPxHM/nbLfWGOTiFzrrrJUO5Kxu1/O5OlZ9+ldAQKGLT8FgiGAKqs2Sag7PE988cINlqv27hvfdmtXU+HVWuRqpxC144OGl0kXd5S+E27XSPfqDOf1C/a81HPVnfYeAojui6MzgeKZ9XWOqNQfXxpPavy8LvXjSTh19VPrgSdc1stUaQ420mj886KAGfVAuj7SaheRfF0qvs9B/OpJeHJu0IYr7GgrA5meffbYxQQTSGPIFQC9UW9dkJ79QEhUqLx+PNYNcjsRkNf5qIQN5X6yRTvnluLPq9qiT9U2uu0bDcv3uOqmuusZQXUjy1EjeGutCMuKgKY2+q8vIT0BSSpPKnpWqRtRfCLB3HdEi4hPcAUOK471pKMAlOtJkuFcLj5WRUjmii7NxRc7hgcNuHEWSVq6P4TxNuDIN1Mgjx12QLuR8covSV110cd6JXcZtcmhXoyL5xyhY952LLlj/QRfnKltXfWpc/YWAwsy0CGuxkBTmobPYhUYDPDwvvci0cEF6kfG5Bi140gua+kP0IuM91ee5jtSgq9r0grwXWEcg4QStEE3URVfKOkJ0g7rOCkpZJsU8K1WNuBAE6OWxSZfplPTvL8LTYiMqJL/IC5VX01UI/Bsh4KYLMDObcXkdSWZIFM5h8qUJUA0qBFQIeEBAYWYgmXmZ6AXMDNP7UOnFA0j/wsdz7tj+gbHSeZxyJvcNlA7X41zSQv2AVrkS/w90S21ShcA/CoFquhC5LRarZSN2WmeoR8pVBv9o79TGVQhcYRCAvgzTl4QPsL2w/vkGSvNkjaPSyxX2nv4L3akhXsOAa//+L8BAHaMKgdoQqE0HtX/Xzq/+ViHwX4ZAbfqo/fu/DBt17H8jBDR1nbP/je2rTakQuBIhIMh0oU7MV+LbUft0pUFApZcr7Y2o/VEhoEJAhYAKARUCKgRUCKgQUCGgQkCFgAoBFQIqBFQIqBBQIaBCQIWACgEVAioEVAioEFAhoEJAhYAKARUCKgRUCKgQUCGgQkCFgAoBFQIqBFQIqBBQIaBCQIWACgEVAioEVAioEFAhoEJAhYAKARUCKgRUCKgQUCGgQkCFgAoBFQIqBFQIqBBQIaBCQIWACgEVAioEVAioEFAhoEJAhYAKARUCKgRUCKgQUCGgQkCFgAoBFQIqBFQIqBBQIaBCQIWACgEVAioEVAioEFAhoEJAhYAKARUCKgRUCKgQuCgI/B8Mc3MCOsyP+gAAAABJRU5ErkJggg==" class="kg-image" alt loading="lazy"></figure><p>Figure 1: Process workflow for pushing new versions of Presto (Diagram by Philip S. Bell)</p><p>Meta runs a large number of Presto clusters spanning data centers across locations worldwide. A new version of Presto is built and ready for deployment roughly at least once, and sometimes twice, each month. One of the earliest challenges we faced as Presto’s footprint at Meta grew rapidly was deploying the query engine to a high volume of clusters while ensuring consistent availability and reliability. This continues to be especially true for interactive use cases of Presto, i.e., when a user launches a query and is actively waiting for a result. Query failure is less of a concern for automated “batch” use cases where automatic retries ensure that the query eventually succeeds.</p><p>The solution for this was simple. All Presto clusters sit behind a load balancer called the Gateway which is responsible (in conjunction with other systems at Meta) for routing Presto queries to the appropriate cluster. When a Presto cluster needs to be updated, it is first marked as drained from the Gateway, i.e., the Gateway stops routing any new queries to it. Automation then waits for a predetermined time in order for queries currently running on the cluster to finish. The cluster is then updated, and once online, it is made visible to the Gateway, which can start routing new queries to it.</p><p>The other aspect to deploying new Presto releases is availability. We need to ensure that users can still use Presto while clusters are getting updated. Again, automation ensures that every data center in every physical region always has the necessary number of Presto clusters available. Of course, a balance has to be struck between taking down too many clusters at once (availability issue) and taking down too few at once (deployment takes too long).</p><h2 id="automating-standup-and-decommission-of-presto-clusters">Automating standup and decommission of Presto clusters</h2><figure class="kg-card kg-image-card"><img src="data:image/png;base64,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" class="kg-image" alt loading="lazy"></figure><p>Figure 2: Automated workflow for adding hardware to clusters (Diagram by Philip S. Bell)</p><p>The distribution of the data warehouse at Meta across different regions is constantly evolving. This means new Presto clusters must be stood up while existing ones are decommissioned regularly. Previously, when there was only a small number of Presto clusters, this was a manual process. As Meta started scaling up, it quickly became challenging to track all changes manually. To solve this problem, we implemented automations to handle the standing up and decommissioning of clusters.</p><p>First we had to standardize our cluster configurations, i.e., we had to build base configurations for the different Presto use cases at Meta. Each cluster would then have a minimal number of additional or overridden specifications over the base configuration. Once that was complete, any new cluster could be turned up by automatically generating configs from the base template. Cluster turnup also required integration with automation hooks in order to integrate with the various company-wide infrastructure services like Tupperware and data warehouse-specific services. Once a cluster comes online, a few test queries are sent to the cluster and automation verifies that the queries were successfully executed by the cluster. The cluster is then registered with the Gateway and starts serving queries.</p><p>Decommissioning a cluster follows pretty much the reverse process. The cluster is de-registered from the Gateway and any running queries are allowed to finish. The Presto processes are shut down and the cluster configs are deleted.</p><p>This automation is integrated into the hardware stand up and decommission workflow for the data warehouse. The end result is that the entire process, from new hardware showing up at a data center, to Presto clusters being online and serving queries, then being shut off when hardware is decommissioned, is fully automated. Implementing this has saved valuable people-hours, reduced hardware idle time, and minimizes human error.</p><h2 id="automated-debugging-and-remediations">Automated debugging and remediations</h2><figure class="kg-card kg-image-card"><img src="data:image/png;base64,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" class="kg-image" alt loading="lazy"></figure><p>Figure 3: Bad host detection (Diagram by Philip S. Bell)</p><p>Given the large deployment of Presto at Meta, it’s imperative that we have tooling and automation in place that makes the life of the oncall (the point of contact for Presto) easy.</p><p>Over the years, we’ve built several “analyzers” which help the oncall efficiently debug and assess the root cause for issues that come up. Monitoring systems fire alerts when there are breaches of customer-facing SLAs. The analyzers are then triggered. They source information from a wide range of monitoring systems (Operational Data Store or ODS), events published to Scuba, and even host-level logs. Custom logic in the analyzer then ties all this information together to infer probable root cause. This is extremely useful for the oncall by presenting them with root cause analysis and allowing them to jump directly into potential mitigation options. In some cases, we have completely automated both the debugging and the remediation so that the oncall doesn’t even need to get involved. A couple of examples are described below:</p><h2 id="bad-host-detection">Bad host detection</h2><p>When running Presto at scale on a large number of machines, we noticed that certain “bad” hosts could cause excessive query failures. Following our investigations, we identified a few root causes which resulted in the hosts going “bad”, including:</p><p>Hardware-level issues which hadn’t yet been caught by fleet-wide monitoring systems due to lack of coverage</p><p>Obscure JVM bugs which would sometimes lead to a steady drip of query failures</p><p>To combat this issue, we now monitor query failures in Presto clusters. Specifically, we attribute each query failure to the host that caused it, where possible. We also set up alerts that fire when an abnormally high number of query failures are attributed to specific hosts. Automation then kicks in to drain the host from the Presto fleet and thus stem the failures.</p><h2 id="debugging-queueing-issues">Debugging queueing issues</h2><p>Each Presto cluster supports queuing queries on it once it reaches its maximum concurrency for running queries based on use case, hardware configuration, and query size. At Meta, there is a sophisticated routing mechanism in place so that a Presto query is dispatched to the “right” cluster which can execute the query while making the best use of resources. Several systems beyond Presto are involved in making the routing decision and they take multiple factors into account:</p><p>Current state of queuing on Presto clusters</p><p>Distribution of hardware across different datacenters</p><p>The data locality of the tables that the query uses</p><p>Given this complexity, it can be very hard for an oncall to figure out the root cause of any queueing problems encountered in production. This is another instance where analyzers come to the fore by pulling information from multiple sources and presenting conclusions.</p><h2 id="load-balancer-robustness">Load balancer robustness</h2><figure class="kg-card kg-image-card"><img src="https://lh3.googleusercontent.com/oQmIbyh-d-3r2AkFguXlLnziGfVpctg-Uv920Rx3C_xy-hI-6JaBW9yDc5lh0FCWjzcXkUyspgw6FLTsSiyU3HgWnBjlmuQ_auWC2F1_xqfJQ371vRV1sKjlMoCROw1BElpiWDaFi_YF-Q2V0wIELZE" class="kg-image" alt loading="lazy" width="595" height="249"></figure><p>Figure 4: Load balancer robustness (Diagram by Philip S. Bell)</p><p>As mentioned above, our Presto clusters sit behind load balancers which route every single Presto query at Meta. In the beginning, when Presto had not yet scaled up the level of internal usage it has today, the Gateway was very simple. However, as usage of Presto increased across Meta, we ran into scalability issues on a couple of occasions. One of them was the Gateway failing under heavy load, which could lead to Presto being unavailable for all users. The root cause for some stability issues was one service unintentionally bombarding the Gateway with millions of queries in a short span, resulting in the Gateway processes crashing and unable to route any queries.</p><p>To prevent such a scenario, we set about making the Gateway more robust and tolerant to such unintended DDoS-style traffic. We implemented a throttling feature, which rejects queries when under heavy load. The throttling can be activated based on query count per second across various dimensions like per user, per source, per IP, and also at a global level for all queries. Another enhancement we implemented was autoscaling. Leaning on a Meta-wide service that supports scaling up and down of jobs, the number of Gateway instances are now dynamic. This means that under heavy load, the Gateway can now scale up to handle the additional traffic and not be maxed out on CPU/memory, thus preventing the crashing scenario described above. This, in conjunction with the throttling feature, ensures that the Gateway is robust and can withstand adverse unpredictable traffic patterns.</p><h1 id="what-advice-would-we-give-a-team-scaling-up-their-own-data-lakehouse-using-presto">What advice would we give a team scaling up their own Data Lakehouse using Presto?</h1><figure class="kg-card kg-image-card"><img src="https://lh5.googleusercontent.com/kVHMqIxQ6_y0BNVUrY8fLIyS4ZR61WD1POCDX4lhEyUT3ERxVLZ_l8-dS_qZgzoMC4A4G27valSsTNPdMIm6x-LoqwEY4BpDnPfLLsr9u4KItet_0lChBTnF2QRbRz9acQi131_uAR5m988bkvX3mEs" class="kg-image" alt loading="lazy" width="637" height="243"></figure><p>Figure 5: Presto architecture scaling (Diagram by Philip S. Bell)</p><p>Some of the important aspects to be kept in mind when scaling up Presto are:</p><!--kg-card-begin: html--><ol>
<li dir="ltr">
<p dir="ltr"><span>Establishing easy-to-understand and well-defined customer-facing SLAs.</span><span> Defining SLAs around important metrics like queueing time and query failure rate in a manner that tracks customer pain points becomes crucial as Presto is scaled up. When there is a large number of users, the lack of proper SLAs can greatly hinder efforts to mitigate production issues because of confusion in determining the impact of an incident.&nbsp;</span></p>
</li>
<li dir="ltr">
<p dir="ltr"><span>Monitoring and automated debugging. </span><span>As Presto is scaled up and the number of clusters increases, monitoring and automated debugging becomes critical.&nbsp;</span></p>
<ol>
<li dir="ltr">
<p dir="ltr"><span>Having thorough monitoring can help identify production issues before their blast radius becomes too big. Catching issues early will ensure we’re minimizing user impact where we can.</span></p>
</li>
<li dir="ltr">
<p dir="ltr"><span>Manual investigations in the face of customer-impacting production issues are not scalable. It’s imperative to have automated debugging in place so that the root cause can be quickly determined.</span></p>
</li>
</ol></li>
<li dir="ltr">
<p dir="ltr"><span>Good load balancing. </span><span>As the Presto fleet grows, it’s important to have a good load balancing solution sitting in front of the Presto clusters. At scale, small inefficiencies in load balancing can have an outsized negative impact due to the sheer volume of the workload.</span></p>
</li>
<li dir="ltr">
<p dir="ltr"><span>Configuration management. </span><span>Configuration management of a large fleet of Presto clusters can become a pain if it’s not well planned for. Where possible, configurations should be made hot reloadable so that Presto instances do not have to be restarted or updated in a disruptive manner which will result in query failures and customer dissatisfaction.</span></p>
</li>
</ol><!--kg-card-end: html--><p>This article was written in collaboration with Neerad Somanchi, a Production Engineer at Meta, and Philip Bell, a Developer Advocate at Meta.</p><p>To learn more about Presto, visit <a href="https://prestodb.io/?ref=highscalability.com">prestodb.io</a>, watch Philip Bell’s <a href="https://www.youtube.com/watch?v=BGqIkiUtKHY&ref=highscalability.com">quick explanation of Presto</a> on YouTube, or follow Presto on <a href="https://twitter.com/prestodb?ref=highscalability.com">Twitter</a>, <a href="https://www.facebook.com/prestodb">Facebook</a> and <a href="https://www.linkedin.com/company/presto-foundation/?ref=highscalability.com">LinkedIn</a>.</p><p><br>To learn more about Meta Open Source, visit our <a href="https://opensource.facebook.com/?ref=highscalability.com">open source site</a>, subscribe to our <a href="https://www.youtube.com/channel/UCCQY962PmHabTjaHv2wJzfQ?ref=highscalability.com">YouTube channel</a>, or follow us on <a href="https://twitter.com/metaOpenSource?ref=highscalability.com">Twitter</a>, <a href="https://www.facebook.com/MetaOpenSource">Facebook</a> and <a href="https://www.linkedin.com/showcase/meta-open-source?ref=highscalability.com">LinkedIn</a>.</p>
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<p class="gh-card-excerpt is-body">This is a guest article by Stanislav Kozlovski, an Apache Kafka Committer. If you would like to connect with Stanislav, you can do so on Twitter and LinkedIn.
Originally developed in LinkedIn during 2011, Apache Kafka is one of the most popular open-source Apache projects out there. So far</p>
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In stadiums, sports fans love to express themselves by cheering for their favorite teams, holding up placards and team logos. Emoji’s allow fans at home to rapidly express themselves,</p>
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<p class="gh-card-excerpt is-body">This blog post was written by Josh Clemm, Senior Director of Engineering at Uber Eats. This is a repost from his LinkedIn article, approved by the author.
On a cold evening in Paris in 2008, Travis Kalanick and Garrett Camp couldn&#39;t get a cab. That&#39;s when</p>
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