opencharts/medium-swh-long-probability.ipynb

{
    "cells": [
        {
            "cell_type": "markdown",
            "id": "755e5ec3",
            "metadata": {
                "tags": [
                    "open_data",
                    "probabilities"
                ]
            },
            "source": [
                "<div class=\"output_png output_subarea output_execute_result\">\n",
                "<img 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dnR9mzjwKKvIZwwyy/efYbNGTKTN0G94LtIllrAVR4w2GxzYevTRRbPYz1YfGdP+LIj0SFLdv0pqtPdI0NqHUA9CoEci1C85Mx0CD+6rRDuL7lAwNkWke9VmbD+T3kchhHgit3XjEWeDExUeSaD3etMv+pr1Ch1Fugp/lu4pFIHeo1APSqBHItQTBRCP4MhiX3cny7JsprwnHtpM9wG72EW6pWyYUGb4cov3ntG2OzPmuvQkwroJiPTe2YUqbiSATTsI0n2IAr0SpKUBvlqqAIYP7hPlSKo7pUFQ5pFYdC3lfexn2Qd0TGIM69LHuo8eZBxtx/wIMhHoD2IS6bL751Wg76nF6Dzk2RgRpG074yT0GSoJFu4De63Rz1GFKHFBaDxGuqN7HTZTG33d4X0Vcdux9SzBrJMV37OzdPvBxd/IS1zzkYXlGPabKntLhFmPHgG/jFmhLbKMYe2G3vW9cBpakN41+PXfY1nPoo+tk1HVkI4SSnDS4HuQ04CMYngTlG0xQzuRVfh+PYM39gSEEyKdVPfexOWthfvqjIzpwIOUych2fG4Yn/rybrb2B9oxeI1IDwU9ExNNumRDQRqVTYRUvc5ETQJ5H0Q6DBncu5JZRR3/4dufFSmOXciK67MFgTV3IO177LgupFR32yK9LL8sFJGufVjRLsa633WA7cuskxAB5pr0UHeMTiMs1xSbvAtwtyqsta2JAgi7fj3EvmEc9IIt0ejCbDqp7n4LosTzzy95Mnx5SOvSbfWTDF5HKNKvA3y/+xhTQuSd77HJO7sslb31ZX3DunQYEhcGbQlEoK/+0MbO+FZFuqUjdVfUHz9EoNSPsTIL8wPf+2w/m9lmuYJ4RPqIuyCOSexn665qBCnnDSu1REgB2AtuCETAUn84NrZ3eU9Hvt8u4H1ubPmiywEH4xNL9hvTlkPGSLb6yCcyzCIT6YEG+6uYK7K8+xKbvLNLpsKZTU8UwDDYzqxiYxzokxhT3kl191+kD9nPWxHpeoPjQGKkWYR1EUam3DhOj36GdkxV9GfrakH607//o4W6TnljFv0HC7kAoIKkQcYcFEN4faHesOqh+PZm5FvfFvddjD04binVPUOkDyY01wN97hjUzfzqdeljDATrbJbZQBkeiaX6wDKw2ES6jGwRFIWJFuZ6Z9uMFJnvAdsaRwdwkCkiHQJkbUGka+YWBGw68v1CTnUvB3nGEpZVeh80tbge3fy/sWypxfQQdfPaUl2kb4yInzFB8OjggFl0ALAWFHZgQzHAACLdBjZS3pNIbDsmtsTRtef1I7dsy97f1eI+Xo8KouIXTBA2MgK8YH0nhEpRv3OsUC90i3bfZVmHdZEe8qwcWO0Lv6rxz7y+0Zt/jZXJVtxrqsbfdTqGSQDdz9xZ6uOSnmdQrYp0/S4jnpeeePKZTSADFJEOAQYnGVaAgLnGBL1i+2g/ZgtgyCD31sJ9x0x5H3vm/imGSYCRhWWdKPRRpO+ODE75vC7dlkjPFSDSAQAgWmwPejCLDkMJrXURsOvlX5ORbz2mSE9HfrcsoipkY/NBTW/ZTZKqbXM9uvkzX9el28g22wecYXYR6FHgx3huUp6IdAAAcKrzwgQwIDZm00dJebeU6h5TCm5uSaQnjn7WuSL9bkT7rXpqY2NuuhdLO9M+6+/I+qHHJm3xFxm9WNJvH6Truk4AAK9wZDQ7pyQgMJGuGWM2nVT3MH1TnynbToh0j9elJ5HVPbDIL1LhWNMJAAAuwEw6DEbgKe/pyO+URVZ3NpbqTikO+xDpY8X7uwYDOD6uS0ekw2joI9immAEAABQ7u0Mc2BCXLynvQ324fDap7uG+86yHOjKmwMx7+p2+SBz7nDbsOKEJkQ4AAHFzgQkAkT4Yc08/u46HSIVDbum+iSOfEa1Ilz0fWI8OiHQAAIiOJ0wAQyPZGjtEOsLBI5F+KSIxGJHe89nvY7x7ElmdAwdE+iVmAAAAZX8mnfXoELLIvOlBaL1DUt1vIrCfdSR7YGfp9uemvLu0Hr3kcaRnmsjO7Ih08EqkAwAA9BEEAvhCZum+c08+8xgPQx8n5zi2RFNnkejgenQbtkws/30XHiNva4h0AAAAByAYgVGQlHcbyyvSAER67Gtkbb1/YulvoxfpkgFjI/M4V4BIBwAAsAw7u8OYZBbuedVnyjup7lawJZzO2b3fSZHu0br0WWR1DRDpAAAAAFawJTbnjn5WE2JPdVfy/lY2ueySti4DOWOtR9932PXfh3XpiYXi3o88iAGIdAAAAADrYmur/E95H1s8ZNScF2yJp8TxOpI7bsvEk3Zms44BIh0AAADAKjZEZ58p72POpOuZPc5sfsWndemI9DNsIZkIVxbKGpGOSAcAAABApI/I2eK6EA/6MyYRCFPnsJiG3CVt3WmR7sG69MRSWdPeEOkAAAAAUYotvb74wcKtUxeEPqLhLB5t3LTNuuqRZ4H3cmqCy7bssi7dxqZxuw5r+wGRDgAAABAMNsRnHynvpLrbJbd032Sg37Vpj9xR+41tQ9t1CxwT6TvMAAAADjDFBBCJSD9LZJPqHnW9QaSPK9KvLZQxIh1eRPoWMwAAACIdYsTTlPexU90zasq7eqNTu/cWbt0m/doLke7quvQuR971BINi8CLSnzEDAAAoBm0hXnxLeR9TPOw4r7l/YXoGl03qjUfr0UtcXJduQ6Q/ycAhINLVBjMAAAAiHWKlCIozZWdWdNH2D0RgXI74jMzquSXSm4rHxDM75I7Zz5ZIz2lWUIp0gjIAAHCBa0wAFrEhRrukracjP2NG1XCqzmiazAQj0s+3zSyiOgWO8YuMHuOAAQCAFDuIXXDdjnxPnbo8a5kqPOZ69F0PaczBoo/JKspPb8B8OfKtk55+xxmRrpdUFLZ0xn6SsTKxUKdyWha8iHRMAACec48Jatl2+BvrwbjeqIcgBSwJrnVR//YWAvNUNUx7J9XdSbS/GntwR+9ncHFo7fLI69FVjwM5el36GBlVel369MRZ5ImFuvRIcwJEOgCEElgvsQIA9ChKxxZcc9V8bXo68rNlVAknRXopItdH6pSPwjJX4y17Sk7UbxsinUExQKTHRIdUOgCIExf8RKLYOAfssVJup7yPKb6eiB0aC0sbzI6IusTT99efdeeISJ9FVJdsslfxbWLe6H0R6ZF0IJLWw3pTADiI9hEjrgk8xJSSAIttYGNpjXGqTsymy7FbYz5XRo1oVGf0uvQnNWJ6eQMh7qVId2VduoW29iJWIx0U2xTvnSh4x8+YIGwKR6M7/okaP0UOAPzE9pq4GUUAlnF1l/d5BHbwldzCPa9dEJgD7CEyVh907Lz5JJI6BA7zi9GgpyG9GBsPfacU53qEfoU5vm+8Mw/gVbZyOgNAn9jOuLmiCMAy2q9+GvmeTVLe0xGf5+nEplrwXmCNXWcObbQ5psB8HMiWttel2xDpDIrBe5Eujv8upBcrHNfH2AWMdt6Go9MBQIqoe2GlwjiPmV3NYQi0SLix7bsYaD3q163VjRiWTbmY8i6TKWMOYBErtBeWNpjV3Dvx/L1zZX9dehJRHQLHRfqYDWIslnQyLzbAJu8D3OtAXocNfSDUejUjYKn1X9ouf1t8hA8RlYsezP088j2P7fJOqrvDyH4eYx0fVhWTq5BEuu116XJ83dgDdDsyV6DKzwEH+5eyHjvWYC6t6SyitomwREwBOF+vEoqhlgvqRtAi9VIGYuoYs+9+RDC4IVjb+soA1qN/r4MjtrmpA/0Pg2JQL9Ilfe0pwPdbyYhYbAJdv/MKm7yzi56JCGUWnVFXGCro0vVqj0h3ksRy3XiOrB3YiIsWNX2XFhGkuiPS65hUROaYPuIxEFsmDvjZnOYDtSJdCHGEXO9qvoywXDN5d2zyI8g5NnBBMADwFtv9weTIjGLMTC3e+ylCe9sQq/MGImJomNXrgMV9NBJLdSX39LMR6eCdSA+1gnyyvNHO2GJUd/A32OQdSzX+GiMcOlC/upNSDNbFmslzhPa2IVYn0o+fEu5D8RBTxsQQ9kOk98LGhv1kQmfsE0aeaHMQq0jXZDGkeEvKU9Y0+Igl7V0Cnk+BvRYiHUKvX3OK4Y0fs7GZUdQ+R1LeH2zWfSn3MU9bYBbdv3aSGDHgmD5iM2DbG3MZrrku3UYGF20Ojot06Yx2gb7nZeiNQDpy/Y6Thn8yiSHokpTZLLDXYj06DC1OXPANl6S8vw/ELRLrTI+N2GF+4HsEAyL9kK+8GLmujDH7O6YtE4t+NqfZwFGRHoFzvi6cWBbw++mya5uicxWyTaTT0u83CbCsAYbm0YFnSCkGZ0R6rKdJ2E55J9XdIwr76Xayt+QfxvQReSD3sC3S944MioMHIj30inIb4hFkIrSvz7BJFqBNLqQ+XwVYjxHpEEs9Q6T/wGr6f6yBpIhWKynvFlLdM5qZt74Tkd6PSB/7BCAEOjQT6UVnpB3LPvB3/hKSUBeBfXvmxwQl1AMX6Iy6QkzBwyTEgdUOPk2n/dtcj/4UeRHYSnkfc2BmLzEg+Ok7tZ+chPSOFtalp5HUFfBRpFvsjGwI9YXvQrQngR6UUA9coMfSPsEBJG3ThX1KlpSG9YyCTeT2tzGBoQXXauR3BH+F15gCfczdyMe05TKSugKIdOf57KsoNYTobc8f/SLUfd31XWabNgELdE2mAOIK3C8jPDKyiu2d7qMOJEWQWFmbjkj3sr5sVbgbMY/tD8a819jZSjsZDAdoJtIjSXk3RWnukyiVYHU7oBDVwj83jqPwxS6pOPPLgOvrjlR3GJnMkedYxloAsoGYbb9GIBm2iCXV3W9xiUjHjhCDSHcsMBsDvUnE1thJ1eVgTQeqf6vhR9f1AMDGh7WgRtr/FxXeLu4xt0twAIdS3q8jXptue2kWsz0q+AkMBDo2dVJcjrwuHZEOiHQH0eLuryIIXLs4q65nz4tLB0l3I9vki2QaTB0V6HpgRdvlNpJ6ikiHmIPNpa9Lcc7wcXoJz7XlxyCQDF94IdJpN015snBMX067A0S6IKPmMe7mqo862cqMtQsB2lRmifXsua111jpA1LPqzgTIOnDVgwfFt3+psNPbTR5lnRvA2KwceQ7d1heR2d6FvgiR/oMswHfakerePwHPAOeR3HNobAx2QAgi3bHAbGz0DPJdIQK1WE9tCFMR59r+rswSv9hEyQCGLbEuGQU6SPpH2Z9dilUoQXzB5rb48ujI49zJ7HLwyP4jNw48CgLuR1vQYiG0DcEoX8QlIp13Ap9EetEZaTG0j9g2etbmiwjT1Rgp34YI/W9xfVLurbE2xXo2RrAsa85TmTnXGQW3EdZFZjrANhnPMjpLB57hgdme4EVtRpFSV1ow+v4UgWYlINLhJL+c+PlKjbsO2kUmIpg/FULxSTq0vK+NdGS2ZC7XpUc20WJZ746/k44o69EmF4ZNEhX+hnA+BOsQMXrQVpYBueCjrvTAafFMwaa+F++n382FbCEGB+tF7adA3oVNAYf1m3pPn5BeaWdx2Z0WtVcB1Q18KyDS+w4Oi+uzBFF7cRob+fp8qrMTQa4F6EzE5ywAAXppDGLsDXtsxCb5CZtMiy9TsUV5XVHVvrMnUAaHxIkr/YH2NxvJ+ApNoGt/uHTkcfA974PrjQxOh7AfCuU7PHqpUCjL83LL9/4UUJ0AOE+k6xSTojP6quJMMT6FFtc3ct1JcGX+/MkQ9jHZ5NrskCo20YHNMyK8FSvSTcGVuqheN25zZWBxJUI9tJnAtSM2/orvOUimwpjAyCjKUcQlIt3vew/h4wFO8nOD31lipk5cIUbfcYlNWrFXbBgHjiCCzaX6qIVsHtJGcrJhqCs+EgEXtm1IdUeQeSOUA1uXntMsoBeRLutPvmIqgNFhFh2cq5PKrQ1FgxHqeoNM5U465+7UUqWYkbjoKYC2DMPXlY0KYxPmnQPHwIbgk/YMjkFvIl1Yqrh3egcYvUMkiAIHA85nB+ul90JdBPoXhx5pSW0/Seb585Nyi7j07R2wIyDSawKzLYIBYNwgmVl0cBTXZtNLof6PiF0E+nmwWWX4IvfJgVlRRDrvEKMd8a3Qr0h3ODADCJGnEHethjCQwaOlo4/3Ra/rlmMcEejdYJlNs3agRa6vKe/0Lwgz7wRyIOvSc5oD9C7SpXEsMBnA4NDOwHWBsnI4WNLrup1Pf5dN4lwT6GxW2Q5fbcVs3rj+cqtel7D5ys6hzIscOwIivd7RZIrz/QCG5CsbNoEnuDyYpHdI/8fFWXU9eKCPjlNunvnLLHr4YpdUd8Slz8+OHSEafukYmP2D6QB6Z6+YRe8iehKs0IntOcG6HkwqbK9P/rh1+B21EE5l1tqqAJXBgqWj4rz0P8yit2sDz0W5PhTf3nj02JSxPYF26/Gz8yznQwYLDCvS9dEBRad0X3x7h/kAeiVlFqsTf2OCTtyr89eW60GluXrduM1VJtJfLUSsZ2POJBb3nIqdUsfttMD/dA68bzx7XkBctsGZI8NkYEwvtbqiDkDo/Nzx73Sgs8N8AL3xUHQ+BE/gFSLqUk8etxTr/y2CvLXetE0E9BDC/EI+X7fp/6rX2XOXBTqbVcYheh8YiLHmK7fKz03PXDzX20ex+0Tbg7Z0SXcvR7L07Alp7wA9dIIeCR2Aan+gBe8fyt007jpu5NKCeidB36a82gZTskmdFvyJXL7N8rDMpnv9f/Zg2YePAwohknvoG3JHn+mTZ3ak7cE4Il06JtLeAfqBNHfwnaWn4lRzKQLr1hDd+oue9TrVLrU4n3hedn+wWWUvATgiHUIUlznPFO0zg2V+PuePi459qfw/sxDAdoBM4AReY6S97wN6LT3gcH3i8l2g6yyCJTX47Pq/9qDuk+qOUAvimX08L52BUBhdpAvzwAIzgLHQa5RIM4VQhIpOFac++wVZPP2x5vmggbj06RhjF9ejOzt4cIQHaj9YEemyGUaKKQHadX7qdYALIKQgNFOvu8aD+9wzuxONCN6zMSDiMrBnxY6ASG8YmK0JzABakY55DBTAiEJ9WXz5iiWc5lHKCfqr9zoOcvXUG2bREWyIdJ4VYhTpBGYArfiddegQuGBJFfuVuIoWkmTxxCWG6W/c8Y2Iy37s6Mu69J3DSwYgFpEuLAjMAI7ytXDYK8wAEZDQHzjHyzIb1qEPRuZimTMo7Bw+rFHeeyAucw/smFPdwQmRLh2/Dsx2mBbgHY8ywwgQPEZ/gFB3h5RZnUHr/MbB+AeBjnDjGXlGiF2kG4EZO74DvOVJkWIKCHWwx0dmVKMUxZQ5wo1n5BkBkf49MNtIYIZQB3gVKAkppoBQB4sCPcMMo+CSnXcMzDjpEzcexMcbD+zo+rr0JzYIBudEOkIdAIEOUCPUOS8WgR6DAHNFOCDQ3WXteD3OPbFjzrMBIh2hDoBABzhDqBeXXvLBKSAI9NDJeA7wWMA9YkdEOgQu0hHqgEBHoANU+oRUi0csMSi6v/2AQLeGC7OkHP2EuIxBXDr7rCw1AedFOkIdEOgAUOkTtHj8l+IkkEHEmfifHFNYq99bZT/lHYHgfh1x1f/lHtnR1XXpj9Ry8EKkI9QBgQ4ANX3CTLFOve/AcMYMqhNkkd8fPBXDHg7w5TwTINL7Ccqmil1+IUy+FnV8hkAHaNwnlOvUf1UM4J7LfWFLBggR6RpS3f3AxWwHH2eAc8oWEOk9BWWKXX4hzAA5xQwAnfoFHdBM6Re6CbLi+ldhwyWmcKpOP1uszxklgLgM6Jl8e+Y9g2TgpUgvOy+ZPfmDIgDP0bN/vxIgA/TWL3xQrFVvyr0ivd1lbM2mIdI98XnKvczSHDvGZ0NApNc1rIUizRH8pVx/TloTQH/9Ql5c0+Lb3+kbDqJTUl9mz0lvR6RX+yXZlAz8wClB5/GGk3nk7R4Q6YM4BF2ZE8U6dfCLryLQmcECGKZvWKnXFPh7xPp3dIbBr7L2HN/jfh22kfKeYXmvcEnQ+bwjec6zACJ9mI5sozfcUqS/g/tosfBRrz9nBgtgeJEjS0liF+s78TtTMne8Y2zRTP3wy8chLsN69h2ZLBCUSDeclU5/Zz0iuEp5vFGGKQCsifWPEfURT4Y4x+/4WXe1aB5rcIlUd39jC4TumX2EciMjN6c6Q5AiXRqaruDMqoNL6ADrd0kxJQACsCvWM1mzrgd0v6rwZtf38l4f5EhHxLn/jDW7TV3xE1eE3QY7etPWAZFuNRBjVh1coJw9X2EKAKf6iVyOPdSCXc+u+35824O8x1SW0+SUMiIdkU79GImnAJbw5TwDhMRP3759c/8h//2fZfFFi/YJRQYjoQeHFqz/BPCoQ/v3fy7U60akc/l66fDj7iU410Hdmj0uAAAAwCuRLsHXtPiixfotxQYDB8561nxF0AzgvWifilifyXVt8XH0wN9GRHnO7uwAAADgvUg3gq6ZiKhrig96Rq8DXSDOAYIW7roPmYpon8qlZ+CverpFuQmUFuPPIsw3+BUAAAAIVqQbgVaiXmfWEevQhzhfsikcAMjs+7TlnyHCAQAAAJFeEeupIg0e2qHT2jP1mtaOOAcAAAAAAER6z2J9ql43l9OCnQ3mDBGqXlMuU7HPZeR22YlNMma+AAAAAAAAkT68WNdrC+ciSK8iLNMnEaG1uwUbmQfaRjENZjyIMGe3dgAAAAAAQKRbEuxTEetakIY8g6xnh7X4bJW6XdinFOs3gdpFD1hkillzAAAAAABApDsn2PVOvlqUJiqMGXYtQHMRoJse7DNXfpwt3FSYr1lrDgAAAAAAiHQ/BPtUxGgpSn1I+96JKH+5hhSgMqCRGNfEE7usmTEHAAAAAABEejiifSaXC8e66bN2N3LlNmeFDdFe2ucKuwAAAAAAACDSxxamUxGlU+PqKxV8L0JTkxtftz4IzwP20d/3MeuuU9b1jPhWLm/sAgAAAAAAgEi3J1Iv2v5dITTzSOyTtPyT5z7W1gMAAAAAACDSAQAAAAAAAOBsfsYEAAAAAAAAAIh0AAAAAAAAAECkAwAAAAAAACDSAQAAAAAAAACRDgAAAAAAAIBIBwAAAAAAAABEOgAAAAAAAAAiHQAAAAAAAAAQ6QAAAAAAAACIdAAAAAAAAABApAMAAAAAAAD4zy+YAADgBz/9+z/T4ou+nr/9+dsGi/Rr18KmOdbwul1sizLcYhGItB3M9Ff6BsBXhxcrSPvWdnse856H/MlP3759o0YDQFfnsiq+zFr8SVY4o6z4u7T4PpX/2xT/tzhyD9NRL0pn1uLe+vfXxxx+8VkXxRf9efPimlR+/FBcy4NO9O3zHXuGVbXDbPi33yn+PjnyDsviS/lzPcAwP/K7pv0180OdkvmMx+7f0q774srFJnkP9eqlXtS8V3ooSKnco6x/qw7NoLx3k7J8lvfOqvbu+s4n7J+3bZs1wZKuV7eV39Xlt5ZneD4Q6KzOsUcLn3PUf8jfZBK0vnvXFs/67n4NyywX/7M5w7+9K5smbbTm+fRzrFrWmUVbQdqiLpdlv235mTqIThv6t1O+8KR/kzqi28FN5Uc7eYdl3TucU7calE164J7m72j/uj5hy7JP7s3/FJ+1EJ9f2790uNd321TK9mC7qNr+RLto6uOblqcul/xYmz2zz3tXT0aIYQbtu7rGCjXvouv7Relfir9ZNohRUokBLmvs9ua+NTFG69jtSL+q/Ukm93yxMTPpAHAO2jFft/j90tlNW/yd+XsXHe6tf+dT4Ri/1gV20vGuaxx0iQ7MEh14HOh02zzD75Ug+bqPQpCOZmF2bsX/zesCtAP2XxpCtcv7qZZ2nYhdbw6US9t6dXHgvVaVYPHQPS7OeNe2f6vfe1m8d1IJVLq+c9O207Rtfq8/EjBMDpSfDjDmUs/ymmc71x5Nfc61HqA6Msg0rQmG8o7P2sX/6Z/f1bT9Nv4t71jO1eebHhMZUubXHepZ136htM3HE4MQ+rk/Vcp8daS+vPEDUj+WXdqIBOWrA+3gUurW7YF3OKduHWrzV/J9Iu2z6nOvK2Kxrg9IjfdZDOB/qoJnXnnW2Rl2mTZsFxct2kXTd71oUa9vZbAiaTgA2dkmI8Uwg/VdZ8YKVf9lDqTNxE88H4mbcqNN1b1v9b7Tc9q0+JMvB36s3/9Ot5/SxqxJB4AQ0COQj5XrqfI7t+Igqw7zH6Nz0KO2evT0vri+yueWHcUXmZE7xtOJZ/isne8A7183ej5v8fef+nyuA3Z9FLv+Ydi1LJflQPXiRjrusXmsufaVwGPtamOS4PIvo06Z7eLBeBf987+r7cqCPeYdfzakD9rXtH3bZX5ZpmuPaKunmrLfVX7niwjxQ6QN/++gaDzx+YfaQSYB9cQo46+GH9tX3mHoumaK0qRB+SUHBN33dt132r70I5c1oj009gf8msmV6paddW5fa/rqagxz6nma+OpcBG4fzz8/Eivc18QKqxZ+YnLCp60Ngb432vZD5Z1vG/RxTd51WhHoT8Z7PtXZmJl0AOiL+1OpRQOS1d1bnGJudADfR/TlZ6uKw0xqUrn0798aznp9ZIZ6UZ1VlM5M/345+ro8EGB9OGMNVloRC5fyrIsWa6u6pCDWdUQXDey6qNhVz6YdSnv9cObatJVO5ztlB7nHTzXv8834nZ+a3PBI2qwOVj8bgik58G4fBliP96FhumBiPKOSwGVRSVetzkB8ERtvW9pDt4W7BvY4KcJUZVaxo5hrXMZNfJD4GDMQ1INGaZs02AFIj4imIUTm4sCSlkRsMzGea9mgDPfyN2kL8TeR+pG0FA9mBsa7WTypv2Y7WB0ZbHpsu1zogEgvMwrqfHVSMygzrbTL5IDoH6IvKsvqylx3W2eHii/ow1a9+sUaNgfeo+z/vscMqn16dFNf3SWG+SQxTN7SV6eGwJyo99kRreNAsVV24vmXNc9ft3RQf9ZNpd6V9TE7cG9zRjypScE377swfPyyY90168FDZRnOUp5pK8/+4uOYSQeAYBFHbnZiF5XA3pwhqU1Lk8DsoSJm2zzDc8Wp95n+WHbU10Ynt+4oUK5ERJ7LsoVddwMLBCUDFgtH6uOq8s4zB5vNsiIs0mr56X8X10y9Hf1fdrDHUr2fce7CVd1MqfzflU3/I3Z6OMdOPbE/5hMkCJ9UfndI2+TqdBp/dWb2wfBvk5azW9ctZ7pXlYA6PeDbE8NepzIVziWv1PnqbOZ1TfklR4R8r5kd8jy3hu9fduyLfI45nmtE3FB1ok1fe5YPkoFFM1Ng2sPzt4nBTsUKaeX9dka7r3tWs0wOZZQsTrS3tphtb3Og7ph+Z4ZIB4BYMZ366sRMq9mpdQnEhtwJ2OxIMvV21LhJYGR2vMsuaaFn2rVMqbvo2S5mUHI3cPDcFad2iK6ZXTgVzJkBxa2FR344EbiZ//dk0bSLiv9ILDyDKW5P2cqlpRhpxb+tT5R5FTO4z5oE2uIrLg+U36HAuvRjg/kZuddjXdBfKdOsoUjPe37Eah3qOmAcmnAfys+/mYk90de+2QunYz9vtp1t3227RawwPeFj15U2cGqQvtYnyvN8MK5zMd8vPeCLMuN+K9LdASAmMZ4bQdjkQFBT28kWf6ODfHPTnjYd75BB+bza0RXPWqa8Xx073sOwyVZE1kQd32ytSXDbxq7Zqd85UwDr684IUhKbFbFmvaZrxziZ9tmdSrmUXaG/mO/XJnVUAqOJ8XltRYOuOzdGO18dCNzK3eitzKrrGfXiXR+NAZBkAIHURKTfGj5jXRmcuTEGM7YjtAXznrVtoTIzuy+XGRX/X6az3tSkc9fVkURsP1HHN8msawdPp3afH3mZV16pR+uaZ86kjC9NX17xz7sBjudaVPoiXe8fpJwnAyz1mB4Z8LI5KJseGCTqs/1U+9r1iTqa18QwWYv7TSv+c3Pm808rfeGqa6xQGVR7knqXGX3/vKbNb9TbtPi/xEfrv/u+dKvnZWdrw+fp5y2f8/vyA7nv93aJSAeAvtCzlXdHfj7kOrO6znouHZG5MUjp5C8qHUCTddtb47MazfpKkDmvdEAPB35db8B17OPua9a8zo3O6cF4D7ODWqjTsxjlkTll4HtsZ/hjdLHrKVrbpdLxp2Kja1mjvxq6IdTUxanURXPw448j9jnnnbvYsfy8WaW+N8EM/GZ14vOAPeYVYfFHB1M/S3u6qQ5IVQK3dYuyO3Uubdc1rFvV81KXlgMFa2Pwbl7jK802M+3x1rNKvbuoaQtPB/zNodl9c8AhVaczPvTv/Fe+/yT7X2wa+rG+hOz1qbrVcD+E3PDts5qBhb1xJOStiOOyXSQNRV2Xvmhm+IGdYV9TmMxVv4Oyt+r8DJ6uvvaixq/NxMY3BwYu+nimMo4y6+i+YV/7XPHBTfquMoYx2+LDkfbTNA6c9hgrVLMJy4HRsm+6rMY0Mpmh/87cyO269NHiK9ci2HvJLJJB7YXRTnS89Ul80ott5J7rcpCAdHcACAHdUf9duT6ZQYN6Xe9UF3A9NrxHk5Fj3bl+K6/i3/9Tb3cHVqrf3V7TA0FXdiDQPdR5VNfRrXpYf/Vou1LIe5k2Wva1K+2pelC5vqgfmQqlIF0G0vaeDw3SnLDHjWmPU2edH+FQSm16oD3YYuvAMxxazz1kqvvnStn/Jb750vAT8wbB97pBmR/yA9r29x3rQ90M/9L085UrH7IAKwNEpaAwj2ZbG2K+KuCTitjvk0PtzSyrmx6WU7nCVY1f+6zebl72e18Cr4fYpGmZ/13TXs2+66vqf+lC51jBmAipq3vZMT8hs/M6rbxu4uRS/JSeYd/2tVxO9iip7lpvtmddh/5b7mLPTDoA9Oloc0eD1Et1OEW96ezWuU5aO+X5kRHorydslNd0Tjd1wVBlFLlRmqGeYTbOSS43WztHSPY1a9jKLnVBrZlyqX6kgtqknFHaDPHOHT6zr4C962zIvG7H3hbCszzH2kxrLMt4J3Ugafh59wOJbRfESaZ+7A7+UgcrfuRBZpgOBcT5kXbdNcNgJte2ci9zZnZfmQUzswIanQqgZ0NlYKJcBtQ0q6avctv1OFhU+rNy5vOipi1re30xxPmb5T4nxGMX/1Mr0qU+Pai3y1KWPdnhWMwxVc1m2Yfwtar0R5K10dYvHnum7Rl1NOnB5mVm4KbHOPD6zOeZmP6r0jd8NgaILmo2QdXPmsvgUWJcl5X4cd2XLyh3iBcfV2aUVW2gZ9efEekA0Be5xSPY3qSkSeA5k4C9DA4+yzFRm6qYqHPeJzrC55ad60bsc+weWcsgN638+39HUuTShgGittc/8v1dh3OdW9lVBgVKUbU5MJua9bAubCEdYZnOnwxZGatpq9IZT6UMJtLpH1sjnw1wBFuTz9x0CPyuD/z9KXvMDHFd2mPewdbPUk9v1dtNHVunuhsB1BAMItLb1OXK3ho3NbNQQ8z6vRHvEgzPRKhdqR8DZxdH/NvkRKp42lBM6d/7W75fNvRv0wbCrYkg3PZYt3KjX0sqz5gb7aIs60TsPjGE1Lm+wqyDqXqbLfbfE31Rb3Y4ZFNpF01Eeldf+275ntxzZgjDa9VtsLvtM102/L2LUzFMg75rckKwNo0D28YKiWFHM1Yw/cRNAz+xOvDeW2VsvCvvvTDq0GXfeypILLoxYtZEnq8szwXp7gDgLF1Tk+WIqFzOoTR3dZ4bznFf/f8jzzFVbzdNyY90rsuaa93T+uyq8GxKo91cxS7mTGLb4+aqdk1P/EmifqwDex6qHkkHbAYO2Zj1WNtFZq7mB8StK5gi++Qu5DVHYG1a2COrBlhnPPe60i7SrnV4ID82rZR3W1HQ5xKNrOL3yjq5bxCAbtSPHZar13PTtihtIamI8OSISD/FbZO+QoRPmdo6OVI31sd8p/Qt3/27Gn8DyLziQ0vbVTeDy413XQw4GNNmcM3W6QZj+PlcsjPuK+UzyL3MvvbUcYSVzJTGPsjou2aVMrw48/nbxgrzaqxQ41cbx0x6wsa4ZgfeO1VvB7Q6Z1Pqexj3yw7ErNUYYYJIBwDbYuD6iMNPuoiAIwHXof8/tVbZDOZ2Ax6p0tjhqx+jrXsJCuquXQdRb57lfX2mvReH7Cr/n54hXNoGBStjwObShkiuCaymLjVKCfDfHMl34k/M8ntoOxDV44Y8a6POmsLzaYAdrLuwrPiPJnU9byiCzJ/t2rZPY3Bk3cDOOkU8OXBtWpZZ9TixC6NdmCmsu4b+ralQTI02eHNEQOw6toMx2qkpcI5tkJgfeMbefK34MNOOh8rq0Za9LGCKsCF9/LpFHTV//tShvW7V2wmPWc92ahMrbGpimscjdc8cXJgZ/qYU/UlDP3wO5v0ODipWy4V0dwCwQSlWykBsJWsEnytC1HTijx1no7cHRP9S/VjPpIOcXNY2VtOwskoQsnTAfm9mRY6k/Ol3/2IEsSeFurHr6V9nCJKjdpUOalUJxMcY+NAd/T+Wy25jDBBMlRsbilXLr0wJvpY1lWlN0LRS7c5UP8T33eHbHuFWE7B+Uj9SMqtB4OiIgMk62knb4c4ILuvKYdZWfFWOg7s6EDDbaAszQ3SY75Qd8W8X6sca+0WTdxD/pj/vc4N2UPpOHVSrqv3lGVbKztF+uXq7+WJd+Zv/Ln9v3/Mgs2mThyNlNTfK+rba34eEtLHvwnBgX22mY7/s4D9gDNN3eZWnr7SJFfZGvX5zKsWhQV/xkzeGn0jF95Ttdmkshaz6l0VPgr165FumagYWJfYq2SHSAaAvTh29obmXFMFqoKQ7mrl0MhsJ2K6PCNOuIr3akZpHcGiHvTGeYSrPYQZgX3s+59Xk1FEwmg/ybPOGwbW5edBl06PVZGOmB9UhBbmBXct1sGbwkp5xHNmLXZqIO1mT+4cR2LtKk3e+H2L9tGyyZtroVtJTc2lLU/V+Y53fzwj8+wr8sppybT1T3+AItkNHZaWVNN5pTYD+2NR/SDl8NYLwshw2Ug5VH7lv4SOrAwe7AfZA6FT2NTOz2YkgvyzzN0fwnbDtqiIa634nq6xrvpVgPzeeO20hwq7PqFuHfPvNEVFeDkg8Vt5z3ZP/KX1u2uSzpU8xRUrfx7EN2u9aah9N+tqPNX2t6avrYpg+MpimPcSBXWKFudRr8//3J97pzTGAhvgu+zFdJ/8Rf1vGixfGAEJ1cKBLWVWPfLuRSZS14U+Salsl3R0AbHUwOsAyj76YiIP6VBM8/d7T6P/MTDMyjuAoUwcvxZnfSXB2VXmG1AHTvUkFPRY8iPA1bdzm+Rfq7ZqxNmV7zK7m8UvlMTVjBkDLru81gDCZO9o2ddl/rJTfrdEuzPL7tcez5+dnPHM1Rflh5FT3cglFeV3WBKZJy8/U5fBUucdNjY/cl8FrC4F31mDGQH6tWgeOLleoScFt699O1Sn9eWa67JXY/k6usox1cD/2kZN5zQDQc4Pf683XyiDGZYt6tG5jf89pvF78TF+t+9pfj/jqPmMYMwZLenz+LrHCvGW92xtxZukr55VY4NZo258qAj05N/ND3vVrxZ+b/uS6MpiyYCYdAM6hrXDeVpzWXDr6QymD2qEtDwRqm0OfW7lHLrMJ34W6GajIz6fyDHW7weq/XRwZJHg8IMCa0Daw058/Nf6uSXCtO4ZyYOLCsNfjMdsZo9ydOvUTdi1HpRcNyraN8G3yXs8SNC0alttjz2W5Nsph2ldb6rtuykziRgY16jIqHo6U33MLe2TG99OWPue5ZgAmrfncY3XjWXUXWJuGv7M+MhB1sIwkKJxJfV2q+lnbP8RHPjd9PmkDf6gf60qP2er5TLs8n2gLiSFmpvJMjweeq46VUebTFn5Az9jdnxIbcnRbfqCP0gMEK2kr6YF3H0S8i39+MHxJ1sTGR/qMLj43Md4vbyBiVmYb1+Vt+A+zzDYn/N5jAx94zPZd+5fnhs9YlsesJ792qi6sJctjdcBXt4lhTg0MzfruuzrGCmYctDphn2dZlpKYzy4+YCqxwEK9XTpS3lv/XXZiwLdp3X0Z+JPlB0tVn8nzKPd7ac//X4ABALUPlOQNFZL6AAAAAElFTkSuQmCC\" width=\"500px\"/>\n",
                "</div>\n",
                "\n",
                "# \tProbabilities (Day 10-15): significant wave height"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "224f7469-7ad8-4910-8a7f-583df109f649",
            "metadata": {},
            "source": [
                "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product.  \n",
                "The original product can be found on this link: https://charts.ecmwf.int/products/medium-swh-long-probability  \n"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "374a552c-6803-4965-9b32-d80c18c345a7",
            "metadata": {},
            "source": [
                "<div class=\"output_png output_subarea output_execute_result\">\n",
                "<center>\n",
                "<img 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RR4ZGSnMmL+CVs1yade+FT9nzwkhIBKlWctcHr79XK6552Wef/s7enRqwYiTe5Aa9KAluNWrJ/RsM3P2/D37S8uqA4Hw1lgs9i9AOBwgFKUK4O/z5ukM5BqivIyLStw46ItKLQbLsaFgmcTxyXEKZBKgSYRlL/wJIRWkkDhKh+Jv9xZaQ3OUaBIm1rr6DEt5aRxnCcQkohoOPpCWCDhMyWdKLNnDCC0UqomkuMywjgzVADYEMSQuouK/ovLOCU3yfUb6zXa7/tbTkzdvhIuOemsGUDuhvTdFaDdedUbn3ZMmrdv2w7sHxJQpU8qz8vIur6woX22aQk9LTXCOO7WnOn50Dy9CWJZr1EBVf0e/+W+ANE2Ex8uSxYtJT00mv2XTowp/iK9nw7Q8Y+OGsWv7Xr6evohOHVrRsnkeqiKs9+dXvrcSUBSF6vIammSloGkKP9zYFUVBRqJMefF2mva+ht37KmnTKvcXX8swTfaXV9Gnb9c/vfUvRHye7BqXThjGYy9+yeJVW7h8wjCqd5eRlpKAJzWRK88/ieffns606csZPXYA1PoxAmHadiukcMMu5ixcw1mj+5CZmY4RjaIkuti2q5RYLEZf+MlNQmDNfVKih/ID9XSO6ezYU0nntvl4k7wQ03/VHiMN8xfHJ6WUJCR6cDkc1rw1fv8oy04BS2s0YybNcjOOdUYUBeX6szrlvvDY7QWZmem73enpTQAhhAgOHn76h/bkqSf3apv2fnm1v+STjxboNo8T42e0TimtOJVu6PiCUc4d25+u/TsS9YdQGoV7JMaZ4wfx9pM3sWXXPr6etRIS3OjHcK0ZpoktycO6Bev1/74+VQBTvV7bKCm5DPgSYOLEifKqc9qntE7z3air6ml+h/rYO1MWfyhB4EfhXEXhAXJ4gixGk8L3KDQAe0HuUIWiGJRXdsew+chM3UACkkRhGZrJWEZXMpaFaccS7M74x/6DuXAc9ncNwNRREmDjitvRZDkXTziZRZ//A5fTzuUThnHSwE5ced5wbB4X8gS7F4+AEMRiMeYtXk2/nh1xe5w/fbxpbXzjRg0mqut8O20+4UgU81gRdiFAUQgGoqwu2oZQBB88/xfat87lnBueZMqn89GSPBCL0atL29jJwwZGa+t833q8jnuA0DWjO3VUpK1pTYltKhOlIgEGEKUTkjqSKSeRj/EyFZVaYJN12ca9V0gMVXJ8avX/FGbcexRDKpaB3RhR8gK7nbA92/rsSIM96RBrAhSC2t3gyjM+5MY2T4t7cj93PZX31sQLGv7yzydSXxnxXJN3Wk50PVTJI6KEf4t9L5ddW3vthL4XVMvcy1/olHrP05O3bIyrqQKGaLSfYKf9BDutRjnaT5hol1KqH3+8MWhzN31N0RxXn96jSfqQIUM0joykSICKffs2VVT7Rs1csmvel3N3bTh5wt+jUUMSi+rH4q79KWBKieJysmvTduyajYK8LDiOd04RAiI6LQpyOGv8CPy+AF99O5fyyhoMibX2f4VAlaYEu8bcJZtokZ91TO6PBLJz07jorCFx66Nx0QtQxM9qu9I02V28n8IWTY9JLvyzQQiBGdVJzkjihotHMmZ4T9Zu3svGbSXgdaE3BGnTpSUt87Mo2VcFdjtmPFRs1PjwBSLMXbqJafPWEYkZqKmJfPru92iayvBBXSD60wJcCAHhKN07N6eyup5otY9oLGYZqapiybpf9Vy/bjwQgnA0QjSmYxrSWjuN838YNIBN2/fjC4ZJTU34sXYad+UKKZEgLh3fzV1YcLf7rKseXdOuR48ORUVFVYBYPi3V0SRdLlRl+UdPvvLVrLMmDNTNQEhTlaOz9K17FBAzaJKZyoO3nY3LaYdAGE09ZDtKCURjnDa8O6un/4f2hU2hqt6ygI8GCWgqNXU+UVFdj01VU0OhsIYV5VRvHtVKK9/0zRjV9HQ3bZG3Xvto3baJE1G4eZtDPNs6EvfJWwb65wheAZoDJSCWNF5DQSCp2X0WVc2+ICF5G6KuDYi46+EXQBz2UxGSqFRp3SrAgf37WLZqL9dfMo7evdrwzZv3kJWRxPqte/G4HRYp5xdd6ZfdlGmYrF67ldycDHJys45PE5WWh6J71/a0yM/h25mLad0in7btWlgLLW79SAmmNMGUPP/ONO7853v8+96LuOGO83n07osYd9Xj5uffr+Ssi0cqaiTKzt17leUrVxeqQiysrw8sBJBuR4IQ0jFl6dLQkDYPOedBmCQEexD4ETRBsA7LF74Xy/UPKPJQvPz/Bqw7dVT0J5ayEaWiH5iWGinBeoNPih+mAyGJiIQRNpXTUyby+X9fAAF2TVUVRR0XicZwfvbZBTFTIT0jZ/Q11/SYVVkSa76kYvktpox9+s5XGz/gE8ByLNhA9M7KyhjbJU/pKnVDDUWi9iyjqPbVF59aoWgOX9O2XbRdexLUHav27U53hl+02RybYrFIA/A1h/g15t69e2ft3bt31qhRoxxbttX+86Z73/zrK6/9xYiWVqn2Y2Ty/K8hhMDUdTZs2cPOPZU43F46FNp/3rMJB19sMxqje7d2dO5UyOz5K1G37KJP9w64E9yWovBLBYMi8PlDtC/MjXOgfvx9RQiI6rz51M2WAI9fIxqNYZoSh107tkUvBLqus3HrbsaPPQn5J3f/Hw5FCGQ4StP8LFI3FzN19kp6dW6BNCW1DQGmfbmQnKxUzjm9H9Q2WGx+r4uP35uJ1+3g/pvH4/W6ScpNZ+Xc1Uybs5oLzhhEVkEmZkPomOx/AEUR6KEIrToX8tnUZRRt3AlS8rs4tuJWvYxzHI5yAJgmg3q3550pcyls3gS7TaN318L48YfWrwawav0uHrj1rKMuxlAwbAlm4lLRMEX/7s346MU7MkZf/PCiiROHdJg0aR7vT1/ecPcZvaaf1KPZ3Yu2RZ69/pYXbn35uRtNvaZBOSZZD4nUVFYX7ebz6cv413+uQ6+oO4LcJwRgmKQkeUlJ8sbZnT/piwFFIabrMhqJYXc6lweDgZ2XDilwqumpHcOKcg6KmPPqlBX3xs8iJk3CZGKh9fARBB5gHfAe0AXEWpCzIFWBPBM0aRG0dFNBBPLQvXsR/nwU3UUjg/J40Ujhs/SOGAI74aorkfp27rrhDLq1b44Z0enSoRlISXZmijVPv6dmLmHH7hKC4Qi9+3T+5ek/hkFyciLjTxvG6vVb+WbqPIYN6oHX40Z12amtrOPdz+ZRUlrNt7NXk5Lk4clXv+GZ16YSjsZIy8gINwRM/aWnPkq88d5LpMftEIkJTuobGnJMwxTnnNPUiaknCVXsADjQrIM1GAZWUL8eKALWYgk/aWW1pQmkEwxTItPATLG4gH9O938jpEAKE0dNBxo6vIy9pgsiYj/0dw0oAV42TLEUHwu+UOXkKzx9+/aWNQcqFFVTqW8IYbepVKx5XdoTPRAyZashtxzYt3tLLYXtr1y6svipcFTU+QOBfmlpaUP9fn9mJBq9OCsz49zUJHfzs8acFCnIdidqCpRW1hHTDd57+7XTiksqaVGQjc1mY9jArrKquvqO1q3ydJfTFaqsrvt27959l02YMCE2ZcoUieXkMqZPnx4DPiw7kHebHgibQlH+lMw/0zQRHjfL5q/A6XAwqG8XHn32U1JTE3n4b+eS1iQdwpGfPY+iiLggUBg5YgB11bXMWbSSpjnZtGtdgN1ht96tw/e1YygFjRkAqzfsQihQ2KIJmu3YoUCpH/beCsEL73zP/GWbuOHikZw8qPPRb1hKDlTXkZmR+id/MX4MKSVCVQn7QyBhcJ8OKKrCB+/PoOxALS0LmtCjYwv8MR01HMPlshOtaSA9xcPHXy9ia1Yy9986ga8/ncf389dyyxWn0qVDc/AdO/XvcAjFCmn26toSfyCMKcHlcpzwDK1wOMq23aWkJSWQk51yVC4KpmT4oC543Q58gTC7SiqYvXg9oYhOj6HnHzxWA7jk3JOQ+g/Y5IpCOBThnOue5PpLTuHUkT0PCgKJoFfnfHHpeWOS/v6Pjx8RQtwlpeSALSATNe+O/Ts3LNycrN0CmFIePVHalBLF62LL2p2cesk/GX9qb6QUVlrYT+DnBJEiBEYwwvqtJaKmIWwWNsv3b95+ofOqM796wCaU3S9NKboTYCIokyy5a5ntm+Lu4GakcwCYj8RAIQuoxUAgTInSB2gFBKWKKgyo6END4UdoGatxlvc7boXewHLhfgZUEucFSElYgfq6EmLSIDHBS8uCbBSbitTNeKzrWFrfCYIQlFdUsXHzLs4842Qrn/bXaLFSIqWkW7d2tGmVz+wFK0lK9NKnbxcUISirqOOl92eQlujliQcuZeSQLkybvYrVG4vZW0Xp6OH9GrZvXNodzS19vqDcX1aF1+0KCiHkxad07CoSlaavfLTqlYkTJyqTmGAtXjceAlg1GPxxhwNgF5g9gO4SRcbXPFiTfziJ7s8OoXuQWgARST5E6DcBuwlfqpHW089eXrNm+oB6UxfFG4uEw27D6bAxbnwvXv1wJntKKkV6WiJPvPadrmA4zh7d+frVm0verfNFtczUhOxwOJTtdKgNsZiN7p3bRO6+4WwxdmQH29wF6xypKQmyc+eWYBhg07jnhrG8+fFcrjhnGDavE2K62LVrn6yrb1C7dGrnvuDWl8+urqrpMuubb06O3+lzINampydvMgz58DffLysZM+Ghgq8/mySjNT7xZ/ICNLr+d2zajqIo9O/VHm9qEq8V3siVt7/A7MUbGDthGCKmWwQxRdBodR0LQghkLEZiopcxY4ezY9NOvpy2gJ7d2tE0Nwub00bJ3gOkpyZYQuMHG4mUEtWusnfbPpKSPHRt28zylP7EfnPEXiklt119Gl3bFzBr4fqjKwBCoMd0VqzaxJiRg8Aw/89Y/2A9r6HrODOS8Hic5GSlEonGeO+z+dx29RhOOXMQT/zzXd7+dB49OrXkL1edTusWTZixcB3LV++geUEW+yvrcLnsnDduAF36tMeobUA9zCN9MHxzeFhFmpYUkVaIZmdxOQN6tqWmLkAkEvtlfvwf8kQOC+EYponqdPD8K1/x0FNTWP71o+TaMo5JEJSGQZ/ubQ7es6/eT1VNAytLD7sc/EBTPPhtE6fLzj03n8nYK/9Ffa3v0DObJi6vk0duPzUrNSXlrOxsTzqgvD5lU4032fx2zMkdz99f6Xv/v89+o9gSXdI4StxMEQLCMXKyUpjz8UReefY2ZFUdv2YjkBJQVRp8QRau2MKTT08xP/p6sdo0J2P1wO5NbNdM+OKWBpt8+qVPil6bMMEi6U86MikKJsR/dkXwDlCKxRz/K1IWoQMm0hIYVuoz6FLBQOLZfg66Zy/R5C0WGUQcnxYgATeWh3qrkGwRDuzt/ISNSkYN7sDQfh0tos9hQv93fR8VhYYGP/MWrebMMUMt8s9vcGFZm56O2+Xk9FOH0iw/h6+/nsOu3fu4bMJQnv/7FcQMg2vvfoXuo++Ub02ZZ85etn1HUkrysnmLlmQOH9gZgvWiVcum8qTBvfAFgrUAusCOLkxAwNzDFUwFFagBKqxpiHvKTJvEsGP5pI345/8M4jUBXHtHEskoQmqhg2sQIUFTYNdcfHvX9UtLS3R1aZNHKBylRX4m4XCMZ/5+OddcMIL/vjmdnB5X8+xrX9jKKw4kv/fNukt3lASmjh7eJ/LgrWdxxim95LA+bU2BaS7+epJ97Mnt7aFAWEydvZq3pswVKELEYrqQuiECwYiorfcJ1a4JPRARppTk5WaKqC7F+o1b1Y/evN185en7smrD4XcURdmfnp7+99SUxL/269XxvRf/fXtmdkZiwaA+HfQlM4uE3ePC+BPFmhVVQQ+E2F9WRWZGKt60ZCINATxN0shtksrz70xn3Pj7WbFmB6QmEonEiISj1pd/yjkpRNxNHaFVy6acc/ZIysoO8O2MxTTUNvDXh9/iu3lrGg8+4rtSSgyh8N38NbRu3oSO7fOt8KwVOzyujUEaJkMHdOThe39A7IzHqZESXyCA2+1Csau/Om79v4QiFPAHGdynHQleF9t3l/LkxMs4ZVRv9q7did1u59u37+Oys4ewdnMxW3eV4g9GOG9cH/476VKadSlkX2kNB6p8SN3giNoUioKhGwQDIQzTpLq2gdpGuagqlqLgDzF6WHdWb9zNguWbLf3seLdQIYiEogR8IaLhGHpUJxbTDxHIhQDD4LThPZj29n0UNs/+eaXTlEjDQOo6CV4XzfOzjjhGazzwR5CAIujZqQVet4vTL/sXC774J2YsZuVCGgYel52/33VF2l2TXnpKUcTFpinZUx6NpCS6fNX7N0z8+OsFF91yw6kxU4aPHjUzDJIS3HRqW4DpC/5kYZ8fDpR1jzL+w0Q4nJRV1XPvYx+waMUWMeqknvTv3qa+dve6D9+ZU7Jx4kQUCUJMOdreLyQTpDWSfiRZwDQQOwAFIXQchzP5xcGPwKrYJrDVdCSWuAM12AQ1kow8zlDAwXNqMUkOZlS9RknylIp5yzVuujSE0NQ/hoijCMKhEN/NXsoZpw2Nexp+hfD/QVyz8RwyFqNpXjZN83NYtXozd//rLWYs3ITdZsPrdZKRkY7Nnb6rZbLzpvff/2j7mFMGbRs+uKcZKKngtQ+/12bMW1mmqkzTdaldPq5bpqqYywH590nz9IPjbMSHMwpaFPIFMlMh2mAgDXAIrOjXD1lqf/5tzlpntlAmQXcpKFF0XPE1BgS2wKfXOUJUxPyxGCcV5rGvvJq3nrqJBcs3Yxom/Xu15ovpS3j78WuwOVxcecdL5GWlyLEje2kP336RzWaXXHn5KCFDMXHeTU9ZBF7DwOV2cvu1Y7j+3lcBgaooCMMkJdnD3bdOgJiOoikgwe500LVjKxYsWUtVcYk2pGtGSlJyutffUE1qRnZh305NvG9/dH+0dv3O5Jkf3k+Hji00dAOiMdTjffd/Z5hSgsPBwoVFpCYn0bx1M2QwjKapiFCEy84eyuoNxcxYuJ4LzxxER0Py7EtfsnVnKf+44zwKWuYhQ+GffHca/2ZGYwwY2I2wP8TCZeu4dHx/EhI8hEJRXF7nQcvONCWKw8b3M4vYuaeCh26bYGV/mJJoTKf8QC3Z6cnYj8WLOuy60jCRhnlExdaAL4iiqrgcNhYvW8+wwT3/z1n/jWisR6Y67ERjOm1a5NGuR2silXXkd2pB/qbdrNqwi9OGd+fcG59k6679tG6ezeuTZ9EQNLhZtWG3qaSleBGKOLg3mFKiA9/PXcOC5Zvo170NW3bup6S0mmsuOJmWhbm4FIEiJbntCjAWbaCyqh7DOD5TwzBMVK+L9z6cxbI12+jSrhm7Syrp0r4Z55zeH4fTjjBNMEzatsqz3NAWmernx+Mn5NBPv3USQpEY7Vrlkpjojp+nkd0isbvtnD+qQ7Ldbuva+JV5K2u1RRvqJgzq1+6yer/+3dvvztVsHqf8KQ1fSnncwl9Kia4bmIcNrKKqEAjTolUeD9w8XuZmJ4pd+2qj6XkdJr8zp2TjpZcOcU6ahCmO2OvjbL0JMoO/ya48SndulW1wky4EEIMEAzqZ0AvoA+RyKMJ/cEilghQmzpqOoJhE09ZDo3F6PBAAOuTYTem6Q2nf1ik2zX2dyl0fMmRgR4t1/HtLKCHQozqzFxQxbGB3HLafIAn96ktYLlIzGqV7rw589MIdXHvBSYw/pTvvPXkTiqLW7t9f0uT7efP/Ck7jQF1w1jNvzVQefOoTnnv7O7IzktcZBp9cfka33naHlvnip6vXJZyxL03eLLvxuOzGrbINTnKFlfIqNKCdRJxm4jgfnF1BNGA5daJY6ZcRLDfQ/5VtzgeEgrlUuw6wH4lVe3MLLBmECO0TtbUBe7/urcU1F4ygrLIOwzAYP6oXk7+YzZfTF3Pp2cPZtLOSJau28eQDl3D9hSPEPdeNVVWhK1I3kKEoQhF89ModqLqBarMBkpQkD6OHduOLrxaiaHHLUFoC7AgYJk63i369OrB6/VZq6nw4HaotphtKmzZtdD0WFYTCwu1x0aF1PmY49vtmsvxCmKbl+t+4ciMJbjcd2jZHRiKHmNM2G8X7DvD0xEs569Q+XHHHi4w9+TZefOc7itbtZObC9QRrGhCqclyhQEVRkDEDh8POySP707VDK2qqD7CnZD+RQOhgpozEiv3vLjmAlFC8v4r7/vUelVV1vP/5PG576E1WrN1hnfRn3ttGL0TjsaYpeeDxj/jLQ2+yZ98BFEXg9rj+T1r/jbC4EgLDlATDkUNlcU0TRbGeWclIxut2sWV7GSqSEQM6MebkXsxYtJ7aej8d2+ZD3KtjmCa4HLz+9nTqfUEeu/9SdpdU0K1Dc55/5EqKNuzinoffZnHRNnz+MP76AKFolJ6dWlC87wCBGp9lyP0EVFWBYIQrzj2Jh28/n45t8/n026U4HBoOx5E8D2lK5AkyCn+Kok8sEmXS05/QMj+bmgY/EcPEYY8/iG4JJl8YMxAINYi46iWEcNQ3+HuUmHa2bt5z+fNvy1MuvXJEzPCHbMfS8n+KkQpY8WSwKjoFwyxcthmn086gYd2RviAGkkgoxJRvFvDJtytkWkqS2FFSVbJ+y47dgCguRv/RuYegMg+dGu4ii9sxCSGw0wIjXh5FlQI6Ax2xhEZjfn+YHwgNqWIKA8/ucfjavEc46sFZ1c1SMY6RFRDXMdAFIE1kN1Rl9QGGd07D5RTotQErVvEHaOGmYbJyzWZaFOSSnp766/KUVYVIMMKS1dsZ2Kst2jFqNCiKggxFsNttPPmvGyBkWT/P3n9manZO89DzHywe8N5HXzzl8Sbf/Y8n3+8ppaxNT09psr+0fJ8EcX7UdGqqGgBEKJJ+EUGeJkIQFQcZGGRgEEMTyiGuaxir0vJaYD5Wuma8UKPsLaCDRET48yoCJqBJha+B4N6RNGs5hZJQJmXRRKT+HmigoGBIg09fvgOEJDM9keVFVibfxh2VvP74LSQmexlzen/e/2g2H329kASvixsvHWURnBSBqZuEgmEcDjuKAF+dj8QENw63kwvOGEjHk/9CarKXwf06Ig3j6H0/DANvopfBA7qLN96fRnpaolZYWJjWrVuPFMUQIKxvWUr/n2fEpZQoDjs1pZXU+wK0bJGH4rBDvKa8qirIBj9jT+tHfVU9fboWMvG2CbjcDr6fu5Z2rXJYsGwLy9fuYOigzgjzeAu3xD1k4Sh5ORnkNR/JqhUbmDZrCb27tSctPQWHTYOYweC+7YkZOv945hN03eCtT+bQoTCfvt3a0KldgaWo/BLCWXwOJv71HF55bwZjLnuEZVMfi7u+/zxz80thmhLV6UA3DOrqAwhNAwFGLIZd06gPBRGRGMmJbup9ITq3y+eaS0aycMV2TAnXXDgSh9sR57yBYrNxYH8VXreTft1bIW0qf7l+HJgSM2Zwxfkng8vOxx/OYursVdg1jbycNDp3aMbGbSW0K8zDk5IAZuyQMmnKH++z1otBZnoiWU0zmP3RQ+TnpFly8LB5/Tmr/pfg6AqAEGDXMKMxduwuo3WzbFSbKu9++H35wG3jFQ1ITPFKDJPZy3f6I5Fgg6IIpJTKU0892vH9t9+Suq4njhnRYVRZg33X4plFLfr3ayeNUFQcq3jPDyGlxDTMg8V+BIAEV5KX6jo/e0urGHRaP/yVNWzfsYeKA7X07taOzKws5dUPZhibtpe2/O67708HZs6bN0+FHygBczERwFj87EFnNioSWI1NZiBIBYqtzTfGkdXijj70lifAs3sMwfzviEZTsTc0+8lQgMQi/klFxZ0aweHYxisv7+SskztQ0CIHGfp5lvGJwKZtuzFMSdu2zS2Pg6ocV75zI6QEYdPYvGMX46/+DzWb30EPR1FV9RglAKxfGsEQAsHAgT2JhsKs37jNNaJHslT1wWfOWrZ9xIP333HNXfc+tHdvSfBO4PXvnpiQ4l60I9dhj34PSHOsFqQYgy9R8QKLsckUBBnA9vi1OKS4ubCq51Vi/dIFIiKRCGQHiYg2Pg9HcbrEf2Ea0vpwdD3pCO/QCYLAivcnY7JFcZCeHqUsZhDRTRAebA1pECoWBrBs1RZ0Pcz7T1/HgN6d2bKzDNXmwu12IA2D3bvLufjWZxg+sDMdWucfLBO6e08FMxeuZ19ZFZPuupCQL8gDj0/m6gtH0LFNPms3FTNuZC8ef+VrBp/UHaMhiKbGn7Sx6mPjgOgGDq9HnjK8r5j03Jf6s89f5f/nIzMuvf6CYRAMK4oQfzoBIxQFPRZj7aYd5GRn0KRZHqY/eKSSIgRS1zGlyblj+pOWkoDL4+K6q/LAMBkypKv13hxn1bYjrn9QEYjQvWsbundty9yFRYQ2bqdPj44kJnlp1y6f/Jx0Rgzuyv7SKtJSE5k2exVjRvYi0ev61Z7CRK+LW68YTbe22bjcLuSvuP8/FQSgG2SkJGCaJuGGAM5EN5vW7GDmovWMGNQZEj10btccr0OlVbNsHFkZ7N23GK/HhT3Fi+ELoirx/P2YQUZGMoFgmP3ltTRrU2BVEVQEimKtCdkQ45zxgzlnwlBrHgwDFMGCZZtp8AVBVQgEw5bnzDTxepwIm2Ydd9i8HVwHoQjNm2Za1/8d+7wcVQGIRmIE6/0kJ3v56oMHuf+R9801S3fWOt2+77K7XN1/yMCe2rN/vyZt376drstv/Huiw2bbEonFmDlzZoIDc7zbrgrNm5DidkQSNu8offKfL3713JdDOhtGMKypPx91QKgKgYYgC5dvJjUlkd5922KGYujhKPWhMPW+ICvX7WTDvNWs3bydXl3b0X1gd4w6P+17tye/SQqhsJR7yhoi9fVbadWqFTt27DjyQkJYEi4I6Gio6OxGFRUg7CBDYCpgGofH/H/qxq04rRJNQvM1I5ayCS2YjtC9jU/14+8IUKSBdGj0rX2L1VXb2VrTQCT8C5mjvwSNVoIQoKmU7Stjz95STjt1qLUYhSAcjOB0O35eCYifQyiCcL2fp17/Bo/bQVhKnA6bpUiY8pgboqoocY1YYnc76d61A83r/SJqqhSt3eZ95J+PfZCa4v2qusY3XghhfLpwey+bSsLzk9eUKoDZoEoUVGyYYgsq9SAUkIY1HSb8KOgjJeACtROEfCEqN5tigfBIBLJ93BOgqqDaf3Czwqoh4PBoqFLFHsZyIRwWQxACjCiYv1N7BgMQLsmB9Gw8ni9QQiFY8yihgI+WzbJIcDv5/LulTPzr+ShCwem0Y9dUfD5L0RKKwhffLcfrcRGJRGnXKhcQSGny9pS5vDF5Nm89fSPoVuz/8Qcu5ZYH3+A/91/MTQ+8Tkw3+Oate8AfOpjfLKUkEgqjKAp2m3awCycSsWFbuemwu2KTX/r2HpfT2ez8MwaBP6gcrxHwR8GUEul0sHTOMpITvbTp0OrHwp/GMJYkJTmBlCQvALFwlEBNGEVVSExw/+b39mCcXkqGDumNr6aOWQuKyMvJok2rpng8Ltq0yqNN8yaQ4Oa/b0wjJzMZbGo8reVXCG8JsxYU0adHR9D/b8b+D4ciBATD9O1eyFOvfsPbb33Htbefg82ukZ2RBEBdTQMZqQns3g3RmI4Mx0j0uijISz9irxfxMInQFE45qRtTZ6wkOyOZwi4toSF48BirEFGMxpLBumGipXjp3K6A0ooajKLNLF+ziwZ/EF8gzClDutAsL4Os9OSjlk0XQvzmTo7Hg6MqAKs3FHP13S/y3MNXEYjZ9F1l+uZ1GzanA2+3apV928w5C09tN2jh3+wOd2JB07wde0r23QUwdux5nn69Wp1/x41j2bSr3vHkS5NzLzqlY3RntVb30nOfJN1409lSrwsIq4TlMRDPhzWRfDN7FeFwlN4jeqDIINu2lzDh2sfZurOUtBQvdfU+endtQ0HTAC2CYUvMapqcMW+N4k1MEpvnTNGFaM727a8aQgwVcbJfNtk0oxmwg3rc5OAB9iGUYsiIQaoAh4QGLPmhcqiiyU9Cqkhh4Krojb/F50SyVuIqHcwxMiERSCJAq8Igm4teQxgxenRqidttj0uWEwxNxYjEUB02zGiM0v0HmDVvOZdePBZ0HcOUVByo5aEnPuaZf1yF06YeewHGvQRl+w4Qjhqs3LCHlev3hWMGkXsmvp10z/WnSYki3C4HCSkJjRujlXJ5cLEL9HBM1vt8oqEhxOSpK7j/3+/5TSMWA3bk5aR+dVL3XPtV43vee/HYbtOiJGUesLfO4NXV7cytOHDTnCjgQziqoWkEEuIkoAYsgfnjUikSPBKzab0h9l1N2NNarTL/KRaGdGm3abJZDNFsOHS9EItIYMR5AoqKYkA0sROGz4U9BopLIRYAJd7wyeGFzZ/Cpk9Ab9ThTqDybqIg9M8omfEgDmWLjAUNkZKSAKaTs0b34tEHrwCXk6JF61izcQ8XnzWYDh2b897n8zGliSo0ps5aSdf2zdi1t5LivZUWv1BReOjO86morqd966bWO6gqRGM6C5ZvZsb8dRR9+29GXfQPbKpi1Z9XFRCCUEOAz6Yvp13LXHr0aYfQdbDZWL9qO9fc+8buwX3aXlW6b0f3xARPRjAUMhPcbnHsAiZ/PExToridrF+1CbvDRqcOrY7ZSvYgpLRIWy47u3aW8tbHs0EoXDBuIC1b5+FSfpuHo1GgyGgUr9fNGeNHsGd7MdNnLaFb5zY0yUrD5XKihKOMH9WLJUXbaVmQRUqyl4zUhMNy/7G0WSEsJfwYob1AMATSJDU10Sr49avv/M8BIQRmzERL9HL26f0pWreTig07KezehrM1ja9nr+a9656kZ6dmlB/wMW/ZNvaV12OzqfTs2fZHnWYVRaAHIjTv1JKkpZvYsrOUlOw0km0qml07aKErjSmCgE2oyPoA5541mAceeQ/dMLnlilOJ6ToZqYm8NWUuT77yDffePJ7OnVugGPJHe8UfoYj9WAGwaTgcKrX1Ae578suy9Zt2FtfX130rhDgTeG7HjvI7hBBvm6b5rqoq5p6SfRAPt4ZC1cRiTbUxF44wM75b4/3HE+FuHdvkb2zuaPPx19M/vebG284zTGmqP8U9lIBw2CnZX8XGrXu5cPwQiBnE/CGapCfylytH8/irXzN6WE+G9O3AtXe/zOfTl3H71WO47OKRKAqioGm2sXLjXnX65ClD/v3yBy2FGLZzwoQN9ilTiFLPLWRyD2EiuHFQgC4cGFJHdSnQBqspmhurRK8Niyx23FPRyAfYdSa+1u8QzliN80D3+Lv3Q4tCR5c28lPuZ86Wpfzrbxdy541nWmZs6MTV326sMbJ7dynfzl7NJWcPZVHRVs679jFOPbkbbQtb0adnG555bSp79h/g1cmzaFGQxd03x4tDKcqhVFFFAZtGxBdk6qwirrnn9QiqtkdBqQBzXkpG7pxXP13+8dNvzU1LTTQZ3LM1j993IV6vC1NqwmbTUFUVRVHN6vqI+Pz7NfrjL3wcLK+o8NvtjhKnQ52WkOB+t7KyYfe+0hreKa0BBDef0+aqUqPVpF22cTnJxXsfColUKRMxY1leXcbQTAGFQG8svoYa/0Q4FAJwY8gCobKnep/wf3qzKuwLpdLxfBmsQlTvlUKqEI1B/lCTDpfoSF2J11tvPANYVFDQ9RiapsU9P0eO9a5Z0FBpvVwnSv5L1Y9NBTVyG0ItwWlPEGnZDmrrGnjziRsprajFXxfAFTXo0a01PXq2RYajSNMkweOi4kA9eXkZxGImazcX8/Dt51LTECAW1bG5HJjhKJu372dncQXZGSmEA2FWrN1Bh8Km3PTA6/Tt0Zrvv/ondaXVSNOkoqKG5GQvbpeDnp1b0LxpNtWl1UhNZW9xBTc88Ha4a5fW30/5cu56QB/SJ9kZCgYgzSMVhxrnEP1viWZSShSnjYo9pdQ3+GlT2AzV6TgY9/8pKIoCUYOCvHRuuXoMsxesY8INT3LfzeO5+NyTTkiXzoPZAsEwBfk5FBQWsGr5etZt2k6/Hp1ITU1iaP+OvD55Npt37mfNhl28/Oi1uN1Oy7NmmNRW1xOLGWRmJP8oQ6cRC5euZUCfLn/6pj/HCylBsavodX4SUxKoqfMzbe5azshKJTMjmZtuGMfHH81mx669dO1YwL7yWjbu2Mdpw7ojbRpmOIr6g3FQNAVZ28Dpw3vy6uSZfPjlfG689FT69mmPwo+rsgphebLNcIyHH7zU2iNCVpDRNAyuv/o0rrtkJHf/8z1Sk7zkt8xBBiO/Ke361+BIBcBhY9f2fdxw/1uG3eHZMvWrL89KyWq6VVEUTNP8R+NhUkpFWCsl/v2JJjwkwCNjum5ioKR6bUpE1wLXPihePu+0L/6bkd5En/XVAmX4yT0xQ1Er9ng0xGOJMd1g+MDOXHXlaPz7Kti5Zz+7ivczbmRPrrnzYmZ/Mof7/v0Bvbq0YNGKLdz0wGs0+IKcf/5wTj2puzJzwRrOu/7Rnv986C8jgJ2V7imW1jGWBnajMw9wYbAKVSYiSAIZs+r4p0lry5f8SpZ4PDPAu+NC/K0mo0QTsNe1/hEfwDQlCXbYvHUtQiis2lDMgap60rNSAYk4Ebq4XUOYEhTBhOueZNvOUuauKqa8rgFbQhO+X22wcNvrPHvzWdz+j7cRQO9ubayFaNOI+oMYhokryWtZPpEo5aVVvPjebB7570eVl1987nNvv/fxw1YdFMmBAwdI7T2xq2qPLVKcxU0X+WpFh0s/QgtFCVSs2d+0aa4tKzPDZ7c5G9Zu2hINNNQl2FQxRUo5SVUVGY1KgsFw49qS11zTQ3nllSK9/dYtM5eedPM5W7VTMtrP+1h4PJWiYWmeKE/oroZyUrDvVlAUN6qpHezA3Dja8WaONJdC2ARyFlFZLO4W4Zy+ggBQKgEbpinREByorGLd1u1sXVlK+w5t6dCxAxs3bqSsrIw+fXvhdLhYungFBS3ysAknJftK6NatG1WBEipKE9HU9N8u+IWJqQVBGJhqmFDqajKTK3Ht1QjrHsCkpraOIX06csao3jg8Litd1DCQMR0ZlSg2G2gK3Tq3YNX63eRmp/LFG3eweOU2Tj+1Lx99Mo+ZC9fTp1shhq7z99vPoV+P1oCkaP1OTjrnIVJSErjr+nEgBXNnruTb2au5/erTufGBN+ndtRXXXXkaaakpzFiy07z5wZdLg/5wSLHZfBeeO/b1J5568QVAtGrVqmrb7qqPL//bc6c8fNfFSe1a5pgpXreiaL+QtHYiISUirshu3rmHprnZZDTNxPQd1ofkJ9Do0FJVlSaFeYRnFdG6eTY9O7cEm8WfOipJ8ldAUeL53MEI3bu3p2vHQr6fsxy3y0HnDq245arTIdnDPya+ZVVRddjwV9eze08Fn323jO3F5Vx85mC6d2pBRloiEFcEBBZJTkgSkzz/u7k4wTDiXUa/+mYJl972LNdfcgqD+7Tn7jte5KbLTyM3HOa7OWvYvmsvT0+6gu5DulOxtQS324EIR486b0q8qlhSops7772YbUVbWb56Oy3ys2iSl4GMt4f+0fcUgRGwKhNaXgUr4y3qC6ElJ9AiP4vdJRXk52UgnHbrHf4DORiWANes1rL7iis48+qnGDB44Jau3UcOTcrI82FFOhv3UbA8qz/wT0+KfwjGwqFaPUB6TEumS9dObni3zxnjH8+tDyvlX81bkjd8wnhpmHVCUVXLPXWQLWtFXhQZg2ANXbu0omvH5uzetJsNW3bRNCeLM88ehQyGCO0o4aQhXVkyoBPrNhUzb9kWnn3jG/7y8Nvc958P+fD522T/Hm3EonWVW2+49b4VN952P5mnTTB5exIEUQGNILAZVdSCYgMZPeTub3Qb/wYnHiARUuAsG0A0cyVKNBEtmH1QCRBCokuF9DzYLwwEGicP6ERyosfK9zwRm4cQHCirQdNUUlKTZMzASG/Zl7mlB7RwRTP82WdAs3vROz7JGf9+SXodNsPudtO+dVPZt1uhbc/OEvODz+cp+yvqeOCOC/DV1vP9gs385e/v+JKTvKuaN29+y5vvfrSuVatWjh07dhjWsE2gZvmk/Twh27KT72iKTQ2SJLayJW26Nt7pbTloZdF8D9Ax2WP7XlWVdbpVc6BRbpvxjw7wyitFxoiLLvLsLZ3cNGhL3YmmjNgozzdYh+qO1FGQMQ+vfT+xZgnYqtth+JojpQqmijBcYGqWJxQIopAnEcNFSzmPlnJ3sS6CKCgojSUh460kNPLzCnjt6cloDoGiCTZu2sDGjRtRNIHT7qa69gDqfti2ZTsfTv6Qp554mpUbFhDd3gm3O50qTH4uy7Zxhi3nkImphbCoiALdU4aRth5pq0caDhzlJ7FpfwMN+EEE6FzYkqrqWpau2sq+0iq27S6jfWEeBU2zEDarHXd1ZR1SVfh6xkqef/hKhKKQmprE6WP6E6kLMGZET978eA6r1++i3h/kyvOGEwpF8Xic9O5ayAv/uprPpi5jzPAePPbC58xftplnJl3GzMWbOWvMMPONKXPKZ694qXbh0lUyGAjuGHPysL9OnTVzt5SSJ556kSFDhmjz5s0zduzYcQA41+E2xp171aOvepNS3I/fe4H7lOFdhYpEFX8wJyAe4oiZksXL15OWlkTL9i0xfYHjEv6HQ1MVZHU9V553Eq+8N4NN20to16ct0h88oTwey7tsFdYCwahTB1NTfoA5C4po2jSb1q2bo2mCmjo/MgTvfrwYh8PFxPtuAU1lwmUPM+JAhGsuHmuFFzUNqRtsKl7LsOGngt1mXSRaD0b4hN33Hw3TlGhuBzs37OaVD2cSjEQpyM2gdcscelQWktskhQO1fprnp7F6006+nLmatt3akpmRbL2PP1P/wDRNjFiM6XNX07NTC5o0b4L0Baw4/jFwZPabdW67TcOo93PtdWO59/43cLsc5DdrglNVSEpwW4f+AR4yDWDL1hLSU7wMPOtB46ThJy36+qvvEr/7fu6a5OTk9x0Ox98rKiqCHKt42kSpUEMaS1GpfC0lpD9X8tU3yzLSCgbKB++7qzsw67wr/8amzZtZv6UY7N2FkiUBg4iu4LDHWVvCIuELvYHY/ulU7atgzfpteDwuxpw6BAAzHMHnC7Flx35yslPJyUunQ5t8OvfvwNmn9ebSW//L8vW7+PeLXxjVtX7F5kzcB2wFRGVGh0NKiw2oBa0c8mKQEid4+eID8ovd/keDVJDCwOZrhuHdTyRzJWL/MJSYB4gTxqRKepMSwiUV1Pt1UlMTLA3+t0y8xKoMZ5jgsnP+TU9iSsG1F42Kbt25l5RRV8bS7h3s3fb4QKvPwa4Y9ZV/Rf3kevyjugqqtkXe+mi+eOujmaJFfhv/rr2lDlVEgx99udZf3RAUNluwMiMt/ZXSsspXKzmgTJgwQZ0yZcph6QpTAAS3iygwuFGih62PVt0wf0H8BZteH9SRUjZ6yn/kM7V6zGMWRLYWBl3ZhRsLzpshKrlOBHXpqFbIiybjrBlHhHhlxszlRAq+IaxG0KIJaPWt0fxNEaaVz66YdgKGk6amJgaA9MS7OqhArTUrGEBqcjIp7mQ6d+5Eu3btWL16Nfn5+YwZM4Yvv/yCYUNGEI1GadGiBf6GACNHjmDXrt0U79lD24QB1Blg6c3Ez/qDKRImUg1jqlHARAqB6SojmrIV6ahGItF8zQgXnw66tRlUEaSKSxBKFdKEqpoG0lISuOfGs/h02jKy0pNZsGwG544ZQEFeBuFIhKdfn4rb6cDttKPrBja7Ql2tj517Kpi3dCNffL+CO64Zy5gbzoBAiOfenk4savCXa8Zgs2lcd8VpCAnth/+FRK+LTu0KGH3po6YhlQPhoH8d8AIQkJKZmqbIr2fMED169LABnH766cakSZOOmNPi4uovLz6j1+Yvvl+79cb7X4nOKXzI1rJZtjAN849LCZQghYKhaRQtXEVSopfO3dohfYHjL0R2+OmkRHHa2bihmLTUBDLTkiD2+9U2sPgBYIYipKYkcebZp7Bu9WYWL1xJcUkF/37hc0pqBOMnXMz555+LYTn/mPL5NO6++17MjMEoho+w7sbpUOk8sDX25CaHLlC9HIJ7OPG5LL8dx2OUWTUTFOp8QfKbpNO3e2uefmMqvkCYm68YjcfrJCUng3ONCL07NWP73lrmfrecEaP6oP6M10ZKiea0c2B3GU0yU2jWNNNSpn6toqcqGMEoY0f25Lv5ayj/ZC4FuZlcNmEo6RlJx1tQ9jdBA7ht4hvcfOVYVJuzsrBN638tX7Z0WqLHgc/vv9Zms03FSp8+FqXJjWA+Y8ggermjtDxRTP7oBTnugqbKzl3FskWLlnqbNm3UaCQitmzeKGbNnMHwk0ewbctGKg746Nq1Ezu2biI5NYvcpgWsL1qOvW43xSXlnDS4B57UJMxgCADFYScYjlBd56N5fhZqnCyoV9bRpEUuk1++g5vvfRXdlLa2rVvqr38wfZ3NpvkB+7y5cQEjrPCOxCoN1xboKC2h74g/ZJQTtPylihQ6rrIB+Jt9SSR7Ma59J4FUMWQMD3bm732Csup1ZCelMqBHG4THiekLHiQC/SwUBUyLNSw0qy55LBQhGo1RW1bFkP7dePjJ95hTFHK43Bnkdk/RitYNBKcOKwVysU2KjoYwrncI7loleWyoSxl1a4NSOl/Z5WhhV0cO3UugdHmNf2+ave9tRU6FN/bfI4rb096+iU36lClTjqYYSpAm12CTPYCZCHYhKRIxQJGHCBFHFfw/gJCYdpuUUVUlJgWYiialAi2R9FMkUQkqAqWyN6KyNy7AUAyi6asINf0eqYYABSWSgs2Xjz/YhGzdLcbQuKAFqmlDahoVUUFykp0la2egaTY6dLDc/36/n6KiImwOOzZVY/jJwwCY/u13DBgwkF07drN+/TpaNzvPykQQYaRmYooYiMMEghpDd1aie0sw3OUgDIRU0XzNcJUMR40lYmJ5LL4A6hUdm9CoNu4hrOxBoJGfm0hhiybccMkpBP1+ZizYzrABnfjr1WN49IUvaNuyCSVlNVx13nBadWgOUR0ZtYb5zY/n8NRr35CdkUw4otM8PxOj3rJgbrrydCY+9oFVEyCq01AdoHfXQjq0ziOm6zT4gtjtmkxISF6dkdvjL0VL5jUA8m9/u91tGE8EAVFUVKQDFBUVSayu2PYzzzyTJUuWuMrLy8W7X6zqlJriMc8a3VspyE23mu78gbJGCpAOjQ0rrRoJXTu3Rkb0X72JSwnYbJSUVdG5bT55TdLgBLr/j4VGhUmGwnRu34rOXduwdP1estM8XH7VudRFvcyfN48BAwcQ03WuuvpqK6XM0KmuKGP1xmJ69+7NvuKdxEQFXbp0pWjlcnq0+F1v+9ch3gRJqIrFrTiKJnDwVxKwaZTsr+KKc4dRWdPA+5/N5+4bz8BEIk3wV1RTXeenV6/2tGsbYeHyLZTvqaBp82yMUPQnO/hJ00Rz2Gnwhdizv4rEjBRc4vD+escPNV7at2+vdvTtWgipCSyfvYqps4o4+7S+eBM9vygd+9dAAxg+sDNdOhRScaAq8sF7k6ftK62QPbu0r6+sXD9eCNt8KaUQ4hj6yBekM54WPGAKUNW6yv7Kmv73kbpkMTahCVVVbZFIhLVr13L+eefzyD//RWZWFju2bSEtI4e5c+Yye9YMPAnJ3HDTLbzx5js8cMNJdOrZARkMYQbDhzRz06RJXiZN8uINEAwTRVEQQlC7t5KY1ylPGdxJfPDthujY8aOf+3z6tH9VV+vioYce0ic13m9jcB9rXdmBBA75nQ9PATkhkBqmouMtHkdD4QeEmyzCVTYQKQU2oHRfBF0m0bxjNpU19WQ1y0JxO63vRmM/HZcTglgkhs3rQqiCQFUdpqLy4lvTSUr08PX3y+nVbziuxPYk9P2OVrb5LJ9+gYrNhA4aTAZiCDlXlWRIwecujZErMB8lycy9qDH/vA3FtBEaRHycGnk2ejtnBoZu+tyz4hgPfGj4XkHnx3rs8a5oMWkS5jXn90g3dfIdvv2LjCi9lcPmzkQgpDh4BVNIGot3ClPBWdkLZ2WvQxfWAsRSNhPJXoRp91uhAgyEqSEiqdhlCtESB2pCJ/YXV5CT0wQpJaeccgpfff0VU6ZM4cabbiSjSRrhQBiH20FGRjrRSIQxY8awdPU86oOliNQcIge2YaYGMBxVSOUwf5KpovkKcBzogRbKPHLksLwDYHmgkqXCNtt+pHMHIrIKm60dZnAfi774B7ltm4OUPPqP1xk+qAuRWIxn3viGs0f3weNxcOaoFNwuJ4SjGDE97oaUnHlKL665YASqolBRXUdBTnqjf5lIIISqWs2+TCn56rsVLFi2iT37qzBNyV03nAECdeqMolEuWTNqzKj+lFXUyi8///JR4O/xzn8mgMPhaJ6WkvJSy+a5zcPBekNTlbbDBnbH4XAwfGDn0EWnd3EtXbmRAYO6I3+m1/qJggSE3cauLbvwBYJ07tjaUpqP1gvlOCGEgFCYvt0KWbh8C7X1AZrHKwH+YYqNKkA3eeiByzEbAjz5/kJcyXm0a9cOVdV47733AYFhGOzbX8rq5ctITMtj8ZKlrF+zjOVFG3j3vfd46+136PHI5X9I+tnP4eA9xLNOosEwDb4g6elJoKqHMjUas1KsL6GqCtHqBlRNxTRh3aZiVm8oZuqsIvr1aENq0yy2rd2MKgQpzZvy1Yufk+h10bR1HgRCqC47xIxDbZAPI05azYYMUjKSOal/Rx5/+Svar93J5ecNx53gRMZ+nTJrRmNIKZHV9bRq1oQN20uI6ScoDPwz0ABiusHtk16T0Ug0IS0lsay+zt1EcybuEMI2Z8gQNCHEj620iVKhmp5kchtdAFNRMBEiIZ2av/2V+hmz6DloIHPmzGHcuHFs3ryZRx99lANV1Tzyj3/wxmuvMHfhUoYMGcLmTRtp3rI1n3zyKR07tCG7dQHR0nLsdtthxQAl9bU+TFOSnJJgxckB4XKwZ8c+7v7XB3Lh0vWyX9/uoTPHnvLc5dfcflcsZq2LSZMekkz8wR4TFxoqhwT+7xaJNDVMxSBh+wX42rxDWHdiq+yFDuTxX/bbhzN/+XWce8NjvPKvW2jZOpeoP0ROVgo2u+2oIQEpJcJu45PPF8oObfJEQkqSfOXd70VZWRVvfzKHNi2zqfWZTJ09FUfai3Qo/5AV229ElSYS5aBPp7GAIxUCWQtyfxQ5WoVTJPJ6wCskzRrvQJW8YHdym/07LpYjeZdVR5q3cBSB/6vQ+NqJcDjXLmX2IwvYrYwODZa66+CEiR98LN3j0DRL0RjVj7/AugfHgZ44DvQ8ciwBw1GLSDqAou2hoqGEcy471DAlKSmJiy+6mIsvuhiw4oBOj+UvGjtu7MGzPP/0K2yeUcmUWVtQRSL2qhYogSZHFW6HhL1lu0jAJgVSKnFlVCeGgmJMwpQzIa0rasMivIk2TFNAKEKg1s/Jgzrz+uT5PPvw1WhOG+98NJu6hiD1viDpyV7OHN2HrIzkgxdtVtAEM04yKsjNsNZR/J4URSES1RF2FTWmMKRfB1o1a0KCx8VTr09l4YrNfP/NY/z1ytNNb3qi4a/xEQiGROtBt9zRv1ePsilTpjyLZfV7I5HIyW0Lm4588+kb9Wdf+lTLSWmrv/bhI5K6GgXTdPkqa1GEZPvmnbRu1woZPTqJ6kSh8X0pLylnX+kB2rRuRlJaMjL025jXSryuRnKSh388dBlEYvE0st9385YShKZStHorBXmZBEMRkpM8JHhdDOrfi+Ub9jN79myaNm3Kxx9/zODBgxkwYABr1qxh1MjhfDNjCWeccQa7tq1j3LhxfPLJJyQnJZ3QtNVfDUWxSufqBg31fqTLydw5q5k6u4jbrx5DRmYKqSmJFomxqp46nx+X04mmClJz0lm7ajvVtT527S3n65mrKGzehN0lBxjUpz16KIJpSDIzktmzaitCCLp3bgnSJBCMUFtaTWZ6EvYENxhmvBuqEo/ZxnsoxHQcDhu9uxeS4HFimmZ87/l1zDFFERiGREtws3BWEZ3a5JPgdVlKyAkf3COhAdx753l0GXSbTE1N/XZ/WcVZ62Y+Seshf20St/x/aLFZ97SJBLL4nCHkMBiJRAgNpObEed31fHDd9ezcvZvPPvnEYoanprJr1y7cbhddunbl8y+/4sKLLmHvnmKa5GTTrVtXptw/kT5dmmEe1n9eSiudQo9EmT53DaFwlMuvGYNeVR8v0alSXeOnrKrOVDS7umLtjs2jxp3zxhlnnKFWVlYKS3k5Rj1eLKGv8Ad0hzMtToB36yX427yFqTtx1XRGYBCJno1q2ya3Fz8iBp19Py3zsygpq2bGBw8yeGBniP24CoEpJaY/wPPvzzQWLdugADIlt4laW16GqtrZtjcdGcvC7RjPgOx11G25gu4hFwcXaDyzzdF4QgFmTLB1j51aDxgLgbnAYOA8BE0AiYKJ5E6SeJg5PM8tNMg9mAg0wCRGBfvYgqAKSRIa/WlCIurPOvp/AGkiNBfhlTuf65Sklzbn0Y2dRFK0g1SRxFCO6834gUIAMr4SDikFjQ+vRlJQq1NINFpTtwCKuxqYMWGVLkYipYlpSERCHXq9C1V6sHshVGOi2kGxKWgJOrs+y0TblokrFr+ykMgjnB6NGq2Aw+pDKEAdjd0KDfxo1DALw5gDMSfIDTIjJ4vy3dtFgy9IRXUDr785Db8/xOKirUSiUVSnjUsuHEFjJc9PJ8/hzkfe4a2nbj5YbMSybKz7OGhlxT8CgaaqlOwspWluOgX5WVTX+Ji5cD0jB3Xm9JN70bC3ghYDb1ZO6t9BmfLtUnYvfl7eetU4uWzjgauklO8pQvxNwtmapl2k6zFsSXZt4l/PoaS0Sts0e5nVwUxCQnICnTq2ZvHStSQlJZCVk4GMxH6STPVrIaVE2GzUV9WxeVsxzZvlkl2QYzUgO0FFiaQJRkMQVYnn7tg0y31rmL9LOF1KK1Vp7Za9vPnxXJav2cGUl263mqt1bEOnPqN4+umnmTVrFrquM2HCBObMmUOHDh0wpOSss87CMAyi0ShDhgzhscf+TSwWOVH6+6+HEETCUWr9IQ4cqGXL9n0YhkmdL8Swfh2Zs3QToWCEc8cNxOcPMHPBOkoq6kj2ukhLSaBP55YEg2HmL9tEnS/I7VefzjlnDACnHUzB9g3bMAyTgo6t+fj9GWRlJFHQpRXR6ga+m7uGT6ct5fxxg+jWqw0yEGJ/eS0Z6UnkN820HC26iS0jmb/f/Qq9u7Zk/LknWQWBfmsKpRBEYjrrNu+hf/e2aIke0PWDnu7fCxqA3hDEFwgZl1566XNzZkwdO2PeGkwpbYqiSH5sGFsr5DNHPX+NPM13XEEH2pLGQQUoGgjw2fTprNu0CYeq0qVLF0KhIM888wxdunTh3HPP5eqrrzI7dOqs1FbXUFZagdvtZszpY+WKRd+gJCahNDQIaZiWdm6a2OwaZ5/W1zIL6wMWWQ7AH6RH11bMW/yysnn2Ss6+/pked9xxzwW1tfUTsTz8x8QR1uPvDgEoIEzcOyfga/kpQdNBtK4NgihGwb1ClH6OV1tNcWk1pmGwc285gyJt4h0BrWFv3LRVRVARMNmxp0yzqy5kSgvqpAs1v5U07S1NUfuaaqtW6Zb/KfaytubQcJriOpzFYVoTe3CA4nUoPArm5gCidCXSOA1JDSa3xB8gBQUb0B7BGbjYyhsErMc6xMTD6pyUEH/kMFCFpWn8kr1FgNNfi09rzUbvRYha/mqmatACHdB+3aSJRsr9Uf4mMQxwIVnziWD5J+phR1n/UtDwJS7AFsjHYfTAxEQc9npINGxItMNTOKXg5yKEBuDFok9WADZMVAKUcgNQDGEQlQ4OVENBXgbbdpfzxCtfUVntIxKJEolG2VFcQedOzZGhiFXZzic5a8IQ9pdXsWtPBa1a5Fipb0dsUta/TcNA0TQ0u8rl5wzjtQ9nMn50Xzq2zUciWb91LzdeNpqzRvdm6tw15GSnUFFdzyVnDcHpdIjcrAThW7iuzf33/O11h9NeHg5HN3bs2LF4e3HFulGnP+QeOrBdqy++XUxeTioTb53AyJE90QNhEpIT6d2zI/MXr2LY4J4kJiXE66+fwDdSgrDZCPr8FK3dTE5uFs3atsCo96H+TIOWXwKrKGZ8Ldht1FTW4nE7cTSmdp1gKIrAiMS48tqxNDw+mT37DpCZnoRUFZatWMu6bTM5cOAAd9xxB4sXL+aFF15A02xcfvnl1FTsxplgsd3TM9JRFIUrrricJ554HEsx/APDF4dDVamva2Bx0TY2bN6DEIKxp/QiOdGD3WYjOcULiR52rN7O6x/OJBCM0LNLS26871KorqemtIrZKzYTaAgSjeq0a5HLOROGovtDmKEYtkQPPn8Im6YiE9xEozEqDkTZt3UvixdtBCF4+I7zWblmBy+/8hUul5P0jBSqFq9nzPCedOzZBlHrg1CEru3y6dQmHzNmIHUT9Vhp7ccBq3eBnWnfLqFP10IisRilxWXoUZ20lAQ8bsfPn+RXQkgppdw7hY4j74oEwvrdJw3sdeub73/W7KRBXUMLl209LxoNfXXY8QrQAqusegVQyYUlQ8nO+5yHSRAOq4FOU2H1uP8BjvCP1FQf8H319dSE9evWUbxnD+PPPJOE5FRS3JIUYwuJCR6Z3zpPmL5D7rRGT/jhi1NiNbPRNZWyvRXmoy9PFV/NWP94WVnJnfH0tAhIwUQEk4TJE/JBcYBJ8it0z3a00THoxgkk/v0chAlSIeauxMibweKKfixuaIF+m459wVUYRW+Tm5NGz06tuO3q0xjYs+2RpSLtGkYohqrC1G0GF170APW2Qmj3bSODMUZz4GvD1tsxnSbSJtvuH2m4kJr8wRP+UB4LLIVgHhibBWqpJGY4UXCjkIegM9AEKAVKkITjFTAaZ9YEspFch2AQVmvltxHMwCrCf9z7oAmmQqp9q8xxLRcbGi5WhKIbMqqpeC2Ja1sMJ+swQEBUntjwjVBB+aFsEAaKVPHnT0Pz5+Ko6Wy58H9Q5VEah2W2Hica+xRMAxYqJma6APcKqLwQQsUgDVTNLr0uVfj8IS49ZxitCrIZ0KsNDpuNVeu2MW3eWi6fcBJjRvbEZtNAWi1GA+EIjz73GbddeToZGcmIo4STyipqmbV4PT07taJt26bsKS7nPy9/ybUXjsTtcnDqJY9QU+enTYscFhVtpVuHZrz82HX06tMOojrYbSxZvJ6LbnmGOp/5tc9XNzYW05sBxR9//Fbuu299MPnZv1/eWsRqM0+//DHWbXiLSHE5dk1FOGxU7D/AkpXrGDFqEB6bdsKa0TQSY8ORCIsXryEzK42OPTtg1J5Y4X84YrqBSPZyzXVPcv64AYwY3Qez4cdlhU8UDMNATfKCPxQPc6iQ2gvsTQF4/4PJzJo5gzfeeB2wdJGG6r0kpDWNk92iHGEnVS2FUAn/kywAh52lSzYwd8lG7r7rAut3wQiNtWFM0/LEqQ47OG3UlVajxwyS0xMhZiBUgZqTwWtPfczcpZt47YkbLUNR19GcTqrKD7CnpJz8/Cak52ayd8d+Zi1az5Yd+2iSmcJ5YwbSJD8j7kGzWYTD1EQ+fe0bdN1g3NgBaIaBmpbES//9hC7tmtF/aNffPL+mKVFsKpOe+JgJp/Vl8cqtlFXWEorGaN8yl7NP74fTZQfjxHhnpiy1zjNhwoTGQj6CM07pK1//aNZZi5et9p4zZgC3XDXGNe6Kf38UsSXl+8vLqzm0T30DpALLsXvf4ot+W7mt5DHeM//J1YqJRAlImGwaaIqKISCxwY97W200O13dmZGgVQsh9LrqioTLLrtsdywWs3/00UdqWXl5yjPP/jexS9duvPbKKwWDerdP/OC9e2Se2y0aNegf7QmKgoj3YHYkebDZVLlv/wHFV1//042x/5eQlhfAFsxElvcjLXMFXoegbmFzEvsOlrW7PhWFeRncc9N4evZofaiEZ5wLUFtVz8at+6muD3DNHS9Tn3E9jH4YPtTRqk2kik3Ms5PRZA2Kq4Fm288XbiE1U/64rNDRlmwUGAwqEkMo2PZFsKz4GmDdYQeqCOxoBzka8fPJcjAfQRJGkAWkAU1AfAqqdnRj6IdqiURBETquVD8BLR91vwRNHHL7x6wLRvl9PJbSOEpJ9TgpwYiZiJjEiB4W9jtBMBTAVBAXAhk9kO/2h817sSd5UWJRJJJxp/TiwnEDmb98Mz07tUSxa6QmeZDS4JvZqxjQux1ZmSkgrdS6RK+bnp1b8uGXi7j12tOtTeSI6Iflerz1wTd59h9X0axpOp1G3M4jd57Hq5NnkZ6SwDtP38LmnfuoqKwjNdnLgVof1971Mh+9cButmuVgRIL069+ZVdP+Y7Qd9tdhdqfrX7GYrxZIPOecy2Y5PMmLlm08zWY07M5s0yLHJBpTNFVBODRkVCcrO41uHVuzaM4yhowcgENRkOZvq0lvCX+VcDTK0qVrSEtNomP39ph1v4/wN0wT1eFgy9a9fDtjJWs2FXPa8G4Qjh5suPR7QFVV9Ho/INDsNirKqlm3+Buate3J6tVrCNZW8caLj2CG9lNf50MIgU1ECFZHicViyJiftOw8kJJoNILd+FGv0+PCb/UaNPaQSExwk5rixVAVYgdqcdhsB4+xhKyKjOmYkRjJiZ6DJD2pKgibRt2mYvz+MOed3h9HWiJGVb2l6Ng19uwvR0pJRn4TjDofBS2acFaCC13vSVpumpUtE4pa2QKBEEiBrPdz1jkn8dyznzJnVhGjxw4ATcPpsFttgvXfnsUi49VWW+Rn8NbHc7j2opE0b5qJkpPGvx96E58/hNPt5PcIVGsAQhE8ctcE51sfz+otNG1tZXXIO+HaJx3dOraxL16x9lOsSLDAcvD+B6uz6qVE/ZfTJO0sHtn+FDcUDperOJnuplmDopyvqhI9CpWlIm3nZjxL9mt7F500i69a3gIknNbLe97UFf43+UEa2IrlK7jnzpuuXbK46L7bbn2x6cS/nEmn9i0wYzGEcmR3uUg4iiElgUCIhn2V5mffLlenzlpRnZ+fu8S/t0Hs2LHjz9Ns/HBIBVMYOBtaENSi5KYvIZSYil04dafm0Bat2CIeff5zXvvPdSRnpUJUZ/vWvZRV1jFz8WbWbdnBtFm7iSYmQ9+74IUYRGzkCEluTEBiMQUpS9m44UYcwkTK4wuZgzXJMSwlQDXR8w93tx++j5lA6NCSFFj/3heEin0IIxtog6QYwUKLqFwYtlrxxoMhFvmOw5SHxuEBnAn78Tp2Ub3zLLIAokfGywNYqZv/C0/l7wXT4t9jloXgowelKJ8spFclrVdP6lcuFw11DXRqk8/Xs4ro3K4AT0oCmzbsYtbiDVQcqOeNp2603Bd6PONVCKRpMvqkHvznhS/YubOUls0sMsdBSElOVgqfv3YHg0f34en/TEZi0qldM778fgWZ6UkUNsvmsktHW5PosIMvCBkZUF4BMR1NUzEDIRK9bnXqW3d7L/7LC3cne/MDKNKT6PXcF9NN8z9PPiuaN80277x+rEK9n0g0RsQfIiU1EdMwaZqXTSAUZtXiNfQe0A1h/vqa9AeFf0xn6ZK1JCYl0qVPF8wGH4r6+1j+um6gZLp5Y/JsJn+1iCvOP5nh/TuBsKr4/Z4ER01VMUxJJKbzr+c+JzsjkWWLZtCxTXOuPncgxv7vUTUbc7+Zy9CB3fAkJyOlweJl62nwBejSsRVJCV48yQlgNoYAfsH9Cg51tvuV1QSFTSXa4GdfeQ2tmuegRmMIzXbU+7C4XxaHpTGsJeIkPYfbwbUXjcDlcSJrfFZHUlUQqbY4Y+npSchoDEVVkaEoSXElwvCHURSBUASHB/8MKdAjEU4e3Jk1G3azcuF6mndpCUAoGIFInET6GxQ8VVUgqnPxhSMtQ88fJBaOYdb5rWf7HXe5g5by3pIKqmtrtT59e5m7du15758P3R195N/P9NKs4EZjIDMKvB7/ykoA9uyBiYUKrzOWGmZxi9KDZthTaRCpFVvJ2LOa3cNOZu+g0apzAi3XbdvmKCwsDD5ww2kLW7apf+imB998eM7776vh1FRj2rRpFBYW8q9/P/uylL6Ft93ytw+vuPPVTi/+4wp6DusOdT6rVaUE4bCxcNEGvp1dJJMSXOKtT+YpB2ojFUOG9P3HvHlLp/To0cNWVFR0XD18/ieQKpowMGrayiA+0Sp/HTveuNvmoo6cghzGj+7NqvW76WpIijbs5NXJ8/ny2/kMHnWSXLIuLIy25yNa/w35hUuKiCqkkDilYKjrAGbzL1A23EBHYWJI5RevzUbH4CDQDnLmDv8Zhxk/DiyhHAXWKciNwJ4yMD7EFKDGs+1oAgwH6gSmiSkUKXEJgYoiDt83FCCiRohh4LVEIj+MoyuHXfPP1Vvu18EAmsiYzBJ2UTb5X0jxlJDZQ1BHtufA5++g+YO0a5VHZXUDdQ0B6nPTWbhgLU2y07j58lOJhkOsLNpE146t0WzaEalLTruNm684lfsfn8yTD1yCw2E/IrNEVQSBUJQVc9bw8TdLuXTCMIb270jrFk0IhSK8+fFcME0CVQ1MmbqEL6Yt5/abz6RHmwJcTmuTjrcDp3unFnLj4hdNwxdyq5kJBpGINGp8qto0EyIxhYYASNhdUsncJZu4+orRqKaBYtNo0TyPNeu2snn9Njp2bvurMgMOuv1jOssWr8br9dC9d2eMBksY/F5QhEC4HNQ3BHnywUs5/7LRUO+H6AnmNBwFUkpUu43vvl9Omxa5XH/NGHA5rBTQQAjVmcjOnXvJyW1KSloWmCZCsTNg2ECMQJAZ81aQ4PXQumVTkhM92NzO4+5lYEqJNCT+hgYSPM5fXUwJTWPdpu2sWbeTO++9CKOm4Wfn60fjKiUupwNpSsyYgaIIq86Ey8PWDduJRXUKCgsgFDlIfG1UIo7VoVIVAiMYpW3H5qiayr+e/YxW89bi8jho2SybI02X3wABhj+ElEFUVUFRrII1TrsNh0P7jZVpD4Ny5P1qAFKa5OdmcMPFpyjlVaFenbt0++/l1/31g4P3Zg30wRURL+TSaIDFmIQEJcRHsr9HVi5LsJcktgpPD1T06txsyeXXpBEAZSdEHGa0devW0QkfSyWxqqZCkfqGx+6Z0O/1T9fOxdrhjenTp8evmbBRStnj/vvufOevD789/qWCJvbkSIycgizLQW1KUbRmu/nkq98oHrfH6Na9w/K77z7zwWtvuGfmkCEFznnziv7U9SwFViXAAiWmr6/ppRkbt4kEbwbpiRHGDu9NdkYy1937CuNG9uKNj+cydFBnElKzmfm9TdDhXRjSBV4DAgjLFS2w2evwt/iElC2XoBg2okdQ1H4ZGuvn/xBHcucPLUoDK5LYwyI9mwiUvQJVj/+xsTBuGNOcL5XILhQtHWR/CXlgEwfzCQW6GkJ3VqHWtseUAo5SKraxHvX/Dx6ARkWmjxTCVJDfKB8IXZwOOV+T63iWaju4Ez2888zNTP5yEVt3lfL9/LW8+uEsurZvxoCebejXow0r126nU4dCS2s70sgnJTWBvOxUIjEdh912RAaAaUo+/XYpWelJLF72AvhDmHUBcpqkEw6G0WMxaqsaeOGNb7j/P5Pp17sddz74JjMmP4hwO5GBMCLeAU+P6cKoqVHD4aiUvno1OTtNqh4XkeJyoagKqqKgaCrZGcm0bZVLbXkNWdmpGFEdh9tF+3YtWL5iI8l79pPXLBczHDluoXJQ+Os6y5esxuVx07N/V6u3++8o/C0IgiWVnDKkCwkeF4Gyatxuh2Ud/85XbhQO+8qr8XidROr9qMGQZbUpCpFwiNXrtnD22OGHCCpSYgZDqKrCqNOGUFlSxpLla2nZLJfMzDQy0lOsHPuj1KU/uHYUgZKUSKD0AP/476cM69eBU0f1wQhHflD+9ifu3bTq9leXVbFuyx5Gn9IbIxD+9dkgccW2MSYvFIVYMIxhmCR63Vb+j5QHCzUdj3KmagpmIExh55aMGNiZaCzGpecOB4cNGQidMAXvcCVECKz6FIpCRVU9CRkpVjaAKX/TgtKjOoebTFYIwO1CBkI8+fj1vPHKN+KRZz9/f+J99+2d9MgjQSAmpWwMDDXuVVVYHVcbb5drJpycFEE0b6Zk/ksJYZv4hTqFpvpY9RpOM0w0U8dJR2UWIKecoxggay4clfptZkbh1XLxE8ucw+4LffPhB2kP/ueZjPLyvfZIxFSz8vIMv8/3Znpyct8Ona4KX3nRqebl4/u3T8tMEMGGIEUbixWv1xM747SR/502c97frr3hHiZMmGCfMmXKD2SXkJaSAkQwrMbqv34QTySipk3aRFjuLWstMrMuobjkPv790hcEQhFcLieffTmX5GQvn321A0W9Drt3IsY2YE0MUFGEgpCgqRHSmn1Fwr4RqJEUjpa+8UvxS77fyAFUQHQHRZGYQqLsiY+0dS6JiUK9C01JrrFtK9+BiTvaR2ljNDdsqg0pVARhTykicReJ2y5CFxLjOPkL/5ehIAljo7MZFRtEIZW8RMMekw75AZbGJAfqA3wzq4jPpy/j0rOH8uCDl0JSItTV8903S3jyla/JSrdaZGdmpB4xPkJYG216SiIbtuylf78OVlW1cBTTMLHZNF57/U7QTSLF5ShCYLNpmIZBbb2fsso6Xn1nOqs27OaMET35/Pv/QnU1309fSm6TdDq0zbeIezYNLS2Rhl2l/OWht0TbVrmMOqW3EJEYXTu3PNRR0jRJS0tk+LCuB1PlVIcNTIPElCS6d2vL4qXr8Ca4SU5NjqcH/vSMHyn81+B0OendryumP3hM6+5EwJQSRdMo31fFGx/P5v0vF/Lef2/Bk5WKWdNwwtIMjwUpJYrDxrKlm8lrkkZNrR9FVSzym2lZ1ksWrqJfr46Y5pEllxv/bQaCZGamMXb8SLas28KS5evo2L4VqckJJKenWJVG9UOFcYTLAaaJGYqweHYRTVITKS2rZvLXizl13EBkMHz8m4ciiOo6G7buIxqJ0alfB/TSKlTbr6dxHeQlmRLhdbNnwzZisRhdurRBhCNHNSgaIaW03g1bvM1vTMeUEt2EtXNXE41EGTWsG6YqkA2B341MKqVEKgqpyV4+mbqMUwMROndpYWVrxQ6F+H4pNm7ZBbQ6+P8awPaNuyns0EzGanxCURUx7pTekX37dn08YmivVEXVfNU1Df5ozMBhV22mKWt2Fpeu8Pv9b+u6Pn/IELSWmZ1ammZNF6cUhf2vWvP0Kaf0CAyZeL+2/1GxcUeETY+dR/DOD2Wlxyb0gJTatddem7F+/fq0Vh168e7771St3vrCg2PPPKfo4y+nTEhLEqf46tSk/CYpaDY79fUNxIxYdauhPWZP/nJ21dtTZpkel6MkPzezeSgUwOZwfvreR5/fD9iGDBkip0yZEvdKSwFCMky2pA1d6YjOPkLk0RYDiX6cueS/IyTgAqFIp0QYVFZchxDPYtN2MnfpZmrqa6m1tZbhaKZQXHfTJDSI/PoYKipSsYEEj1UuB3fOHGRDK9T6lvGz//EPd1hCgOhqOZvMAsuOwAA8CMqcKFktvxftW73Gt9OmUKy57Tbnu2Zt9XhZoJjCbgp0JYapu9GFiQMTNxqx/8kT/XEQQCUxSthAvrwDl+JmfVWYpvnZrPc6qa0PIqXJoN5t6d+zNdHqBmp2lXKgqp6CvHT+ccf5RKNRNmzcztCBPVC1w8MAIE2Tc07vyzNvfEdSQqLu9TqUgmbZKF5VEIqIWHktQoDDHiddCYEwJUXrdjF/xVaaN8vm5X9diz8YhtJyvv5+OWMvf5SbLx/Nf/99PUZUp66ylh3rdpJktzF93hq+mVXEvY99wOA+7Zk74wkiFbU47HFKiVBA0yBmpS36an0AJCZ6SE1PoVf3dixaspZBQ3uR6Hb9ZHpgo/APRWMsX7IGt8dFrwHdMXz+39/ylxJTmph2jbnLNrN9dxmGYVqFAf6IBSsEZfsq+WrmCgb3ac/5Zwy0FB5DgqpQWXaASDRKbk4WB3N9fwBFUZCGgQwEaduhkLZtWzJv/gr2lJTRtlU+CQkJeFMSQDfQYzHWLNvB/vIaTMPk7898wqDe7Xj0gUtZtmorhCLHrXBJKRFuJ/u27GHt5j3cdOWpGOXVVgjrBEAKgRmN4Q+EcNkdKE4npj9wTMa+NE2E04GMxVi3ZgeJXifNm+egJHlY+u1SvpqxklNP7klGWhJKVEf+jmtLVRXMYIQLLhnJ0rlrePbt6Vx74cm0b1eAO8FtzWMk+rPnOQJCsG1XCWT+QAE49ZJHil5+7LoeJw3oJFs0zRRX3vG847xxA5s8et/lht3m9LRume0y0SJ1fjM6bc6qwgf/9VKnQCBU3b1dhizMzLAJqfbUMBe++Nmaj1/+rGc/MIJDifh2nnXu1P1fftPmwy2tMR95eMGw085acfLJQ6s0hVPsqtG7aONGo8/Anl496MdfuYG2XQvp16GtWVaVHevevrmoqfdZu5eipW0vrrli24499Oza8Z+ff/3935OSEm5PSEiqqq2ufqVHjybuVavKg/PmzTvicQFJCpdi4wHKsXLVJZCBgfKryjefMDSS5nLB1hX0eqmb9cKmSDkOQ86Um3ZsE07hIHz+t6Yoy1DkXISKzmBseEVjfRETBwqh7CXEbEE8JaOIWTWZ/peP1lhmR/SMC3+BRSYodvv5Nn0y/gNXi+pNNqR0k5cu0F1vKJvN8SyvBY8jSLq3mLqKHoQksqvQZI94Vp6OVepX/IHVG/4ImEjsCGZRw15Rh4tBCJw4XOuY+dULlJXVkJWRTDSi07d7azLTkrDZVHbtKefTacvwB8LsL6/hkrOGoJohK6/4sPNLKREeJ0kOlzl6xMDac295ThFCT7zvhnFq6+ZZtG2Zg8tpP5LNHLeEunZsTofCXE7q14FHnv2UAzUN/OeBS2nbMoe5Ux5iyOi+yKoGNJvGpu37ePA/k7nlqtO4/qJTWLZ6O9V1Pnp3LUQgcCa4aKyo1lDnZ9eeXXTt1AIjZjB97moafCGuvnYcNPjJapFHx1CE5YtWM2BYH1yqgjxKpzYpLQJaMBRmxfL1eBI89OzX5Y8R/ljCMxqKUtCpOUP6tqO4pBLnMap3nmiYpkRxO3jmtW8ZPqgTI4b3sHo+xOW8NEwWLlvL6acM/NmsikYinYwLlSHD+xGsb2De/CJSUhNplp9DZlYaui659u6XWbVhNyMHd+WRu87niZe/pmm7AprmZcAvqeMgANPEH7Ja8IpED2ZV/W8fGCzrX3E72bu9mGgsRqeOrZGh8LGVSFMinHbqGgIsXbKR+cs3k5mexIAebchumcOuPRVcd8EIWvVqi1FZC4jfvVaCoinoVfX07d+R/Jx0Pp66hIrKOgqbN8HtcZKXkxaf6ONba3V1PrLSk6k47HcaQFlpzRXDz5v0+quPXdfz709NkS67DZfDYfYYcYOiCFxvPXkDHrfT8+38rXWffLN4QTRUd2Dt5Fufuuf5b29wCPvG56es/DfAgN5dr0xMcL0Gpm/h/GUfnTysb+2M75RIaclOUVqyfFCOJzro1S/n0bNTC84b19/8+vsVfD3tTT26YydbdxSbnUYNUYhEVFRVwzQlvpCIBiOipqqer757HRkLsXL1hnvHjTs1we/3r/X5Am1p395eVJVh8mCppXY+hEQIyUSsDsWnUscWInyDxI3KdFSZgYob0P+3YqTRbd4LNIFDnyt16nlCMWUMp+NB8rKzqFlXo1bvSQWDeIkZyzNlComQCvUpWwinbCBxy1VEhEQ5dtHDPxQCS98CK2ZUolazLfGvFO9/hxa5LbjpL7157u3pnDq0O7tLQ9S3XsSO1QNIEZtwu/1sKy+QTg1W6zHFwG/2IknYUYSKQCeuDMS5D//3YXUhTCeZ7faTCOYbEJK0zq2lZlc53TsV8NBfL+TkoV25+KanGTuiF8Lrov/wHvQ/uaclVFUFquspWr2Z0vIq8vOyrA0dizC7YO5a9pQHojfc97L01dfagfD5Nz5eBEru3++4sPkDfztLIXKIM2uaEqROZloibzx5A5npyeRkpXLpX5/loy8XMOG0fgwZ3Q+C4cYvMPikHnzfvQ0X3PQkcxZv5L6bz+L0ET0ZfPYDnD+mP4lJHumwaaJp23zWLd7AoLMf5KvX72LM6f3JzU7D7QyAgNr6AP7yWgo6tLQyA5atoU//HqiisZn2YSNnU/H7A6xYsYGk5ES69+uGUf/zBLIThVgshj0rhaVTl/LmR3M4f2x/WhfmIYO/b2ljsBJmURRKK2vp0amlRXyT8TGy21m9cgPtCgvQVPW476XxODMYwu10MnrsSZTs2MPKok20a52Pze6gV9dWoAhsmsKkp6Zgi4cbQv4gLsdP1l478lqaRl1lLbv2VDC4X3sIhE9cZcb4f6pqfahCwZWahNngPyqfxIynEdbVB5k2bSmVVfU8ctcF7N5TweczV1L+9WJ6dyskMycNo6ruD+1cqdk0DH+InJw0rr9oBAtXbGHq3NXU1fm5+fJTSU9LPL5zCcGqdVvo3rkNMzYf+rUGENT1dS9PvGbI1Xe9NC0xwTO4X69OvD55ltq7Sytz47YSrr7rNRGJRo3k5ORpPVslvTKkX7fkR9+Zd8lXc7Y/IKVk4pAh/4+8846zojzf/veZmdPP9t4XFpall6V3VFTsvbeYRE0ziSYx3WASUzQxiTEaY4m9YO+ggoD03mEb23s//ZyZed4/5ixFUVFBzfu78/ETWM6emXnmmbnbdV239qd1y3MjsegDT/79R/0JCU7vz//8zDc2rnuPyeNL8Xhc8h//+pGx891NZuX+Ri4/f47yjZsvVi49ezZ0dmqKaqOlIyh3/v1phpSVyEC/X3EnesS+vQ28v7GCQUW5oaVrKwJ21VbZ09sn1q5d12maPCgEsHu3dSUL4zdlIQN/tzBlzQjAgQNd2YemBEDsB3QwxBcoAPQRNoC4nwCaiabvIELMVIQI/cHwt3UohcprQiVCvxxDFGtjK0IipUD3NhLJf4fEnd9CSI4rXeSzmIKF12xFyBf1OjPY+rpqUx24HP2kJrm46RunM3VCKXf882lk8utwZq7Ulv1FuFLOkW7PMsPrThXNXYWKHg0IlRQ5QgRFt7aZRKWQ5EjhAUr7V+uqP6MJMKUDoUnEMBPGqFKsf1wEept4bNFfGTaqhEhMZ2hRNqs37mN0IIQvEKKsJA9vWhLR/gCaqjBhzDBef3s1+bmZqJrFp+9s72XeJQsNQ9dtArpUVV0jhKhUBLenp3jP+ut/Xnn2xmtPdiS6HQcGrCiJLjBN7KpCZoIbojovvrWO4SV5jCwt5Pd3v8DMScMpzs9g+txx1kTBSIz2rl5CEZ1p5cPYVtXItZecwLiRxSz42p/NjNQEmeCxq7/5wYXMmjqCK8+fzeZdtZx54VxmTh1htQQUwcoNe/jZH55k8dK7yC3Mpa/fz65texk7fjhm1ApShKKAqtDX3ceWbftIzUhj7MSR6L39B1VCj7dJieKw0xOKcONt/2XMiCJ+cfMleJI8mMHI8XcU8X7w9EllNLV2k5xsUdqEEPR0dtPY0s5ZC2YfONdPY4qiIE2JDAQpKM6jYFABW7fsomJHNYuXbWb6pDLys9MpyEnj9n++QCgcQfuYoEt+4PjWGGUX3X1BKva3cM6FczC6/aja5w8ApGmNaG5vaMHQdUqGFH1k9j9A0VSyU3n178/hcNq46edXYLR2M3h4ETePLeFPf3icrIwkErNTMbr7j4tc9ceZqiqYMQOH3caJJ5Zz4lkzWP/eVt5YtpmLz5iOw2U/KvplX5+P5KQEjsACkMr1C+8PX331nFNWLK986nvfutolUWZ4XKo3Iz2Z6y890bjp94/1CT0UGjE0a9qOXU0vLFq27yVAmTNnjrJw+XId8PX7Q8sXr9wx5+Lzpxt/+sO1Bi6HYjZ3ipff2SQevWuR+pt/LFJv/f4FlJUV8fYT71KQl4bS0sm2bTXc+JvHZFNrl+n1eKP9oWhVyB+scrid2BSS/H7fuPz8/D/39vXeEQgECQSCwAi7lLtNxskUnLERZNgiuFHIwkUh6QB0EmIQY2lE0ovi6IehMUiNN6v7gfjcvS/VkahYlYCJoOXjMCKYpo2waApmyGDDRWLU4EW02yP0tE+ySrtSYLg6CA16Ge++KxByoND+1TOJwAEynQlGk9yoovyOuv79/PyuV/nOZbOo2N/Crqo2zp1lk7uX/NZM8i9R3fktTB+zS9td48WT+BuztXO8UpfQKTqTV8pNoRvF+WO/xqTEP7F1ZUR6Q9lCD3x1dZ8+rUkFZJsNpvRGG55faSvJS1eyM1LQDYPa3XVMHDuEiv3NtLR3s3NvA1mZyZw0czSzZ41FRmOgWtlYLBZD1VQURdDU2InHaZfhKJqU4sJYLFaFpc3oaG7vLfa4XeJXf36af/z2WqRp4u8LsHtjBW6XVRIdOayI1rZudlc0sruqkW8le3HYbfztwdeob+pizZI7KEhPRo3FyC8r4vXHf8m6DXuYctZsKlduwTQFuh4T7V39hGIJkWt/cp9t3Rt3Ko8+d7uJz6eYnX0Qn/dhd9hIT01EIln/2mrO+9YFTLLbWLF6M/ur6hk0tAgzPqClrbmdnXtqyCvIoWxsGXp37zHrHx+NRXUDLcHNHT/7Nxu2VrH6pd/jzU5Fb+9Fsx2/IGRAdEd1OUBV+NqF8/jHQ69TUpSNK848WLF6CyfOnvS5BJUszJ+CjMaQEsZNGs3I4SWs21rD7qoWvnvNaeb0c34hxowoEqGWbpKTXJYg0iEOckDgRzhscVCiAkJBGAaBvgCNzZ3WQB3iFY1jsT6AUBWaWjuQUpKal4nZ6zusunDgvBJdRHt8VL2/A5fbweiyImJ9QVAV2lq7Wf7uJvIyUxlRWoD0hT4TzfFYmEWzBRkMI4JhJp8wgRdeW00kGsPh/mSd9cbmNgrzcz4UJww8LSYgiouXRx95hHPPvuyHvP32i9ddctk3zzz/lPIzaupb1eQEd1JdQ7/z7qfX/wHg1jlztIXLlxvLLecP0FNRuf+8n//5mZ12JZZ57mnTlXBLl7DZbZx7wRwqtlaRn5PGPx9dQigUJhyJkZOVynevPoUtu2sZXJgp5kwZLnbsrdUMxbV2/S3Dvq1d+rxhKuY4TVN+39jY+FT8fLXy8nJjU/lGyf1Cx8MCZtkeYTCWOLEE2uOf1IEoKKkYph1VKDAUmCAs+diBi/8qcMkH2gE5oFrkPSfFmChRD5G911BQ9l9cahizdTq6EiNY/ArOutNQoskcN5mxY2ACcKGLFK1eidhMuuXfMJJeJd/+V55/axPzpg7DF4yx7s2nxTi7ouZPGUVnR694+O93cc61v2XTzmuVwoJkMobkkeh2iUvUE0jJ6GRTyvXsjybK8c2/lWwpUFAs+eD/eTNi4I1h+8N9IriviituuYC6xk7GZKbQ2t1HOBrlJ9+/wOJ5R2KkllzGb//+HJte/xMTJg2HaIzhpcVU72+irLQIxabR2eMnHIkq0Zi+BqjBYnjagGhyUtJP3C67GgyFAKsEXF3XxtSzf0Z6SgKdPT6uu2w+rZ095OWksW7pXcR6/CR4nax47rd8/9aH+POdT3PvP35AtC/A8ldWMbqsiCkzRuPfU8M7K7fT2NJJSqJLuD0J8sTZk5S/3fdU8Mob/xX482+uzBo/JFvXkr2q9IWEXdPAF2DSmCGsf/MOYuEoSx57nez8LMrHDmf1um0kej2k5WRQva+GusZWhg4torC0+Lg4fykllkibOKA4B9Y0SMVhp7qqiRf+9RJL1+/jhBmjSfS648p/x28fDgAeEdBY10ogFKG7x0dGWqI1iMhhY9vGXQwqzMXtch4uI/4ZzcIHgBmwZNkvOGsOV37/n8b0c34hC/OzgmWD812J6SlSsdlUhK7KYBgpBYoqEG4nBCPU17Tgctrp7vMT000EkvqmTlrbezlxxmiUYCSOGPp8ZpqgOGx0N7ZhmCbFgwssqp46wEOywH6K20nUF6KqrpbG2lY2bKvmlLnjGDF6MHp/AC01kf/e/QJpaUlcf92ZEI4cZLF8STYQkPUHwuxdsoGcrFRL9vuTTFXZsn0fJ8+bygeLUof+tty9EAWwgRmbP//sh56688r3Hnp1e/8Lb65O7+zqiwI/unXOHI25y82FC5d/UClCSCl9P/vJz77/oz88/mxhfqY+bswQDcNA7+qndFghK965C39jB26Xg9rGdpat2sG86aO5+LqzwB8SLz67VKmqaVC37qk+z3F15TszZ856defOndVdo844n5WPh+f86h1tOXOjmxYKkzPQkFJwBb3MJEwRJotRUVHYBTQCQeB1VDMFFQcQs5zsQOl4AFn+VcmdB4CBA9WIWFwvTwiJbe81dJc+ikMqGO527B0TsPmK+HJrF59k1rlJuoVwXa+J5E0yLTRchNo72ddTwUXnnCSnjCsRjz6/nJlTRuJyqJw2ZxSBmEJeXiIXnjkd01T51tfPJMOt4Q+FOXPBRO6673V+c+dTDBlypggYilEKZroUms5XdyU+0Qbe0cIEfy1OdZ/AprB2SxXrt9Wy8KaLaOvoJT87lbAviOoPIew2/vTzy3nqlfc57/o7ee7emykfV0JJaTEvvvwupUOKUDWNH9/+pB4zTAGcgSWiaG0vECeeMPt9m9F38QP3/gh8AVAUhg7K4az55VTWtHLOgsmYUnLp2TO55OtnULu5AsM0mTq+lFv/8gynzBtPOBxj4+qdKJrKYy+/z3UuB+k5qWg2G16vi+QED33+sNyxu0ru2F2lA43vvb9h0bmXN5zxu59dNn7S2EJGlhZAzAC7hs1jQxNQ3dHDzbc/TlVNM4ufvJVJM8azbtVmCvOz6erpZ+yooaTlZmH0+tCOMfBuYHywsGsQiSFjxgHQl6XdrlHf1MGf73+F0kG55GSmYOg6QhFxnE5coe4YnQtYbQ/hcuDv6mNPZSM19e109fgwDIOLzpiBw+Wgq62LuoZWzjrts5X+P84UTSPkD/L86+vkkMEFuiGVQF9PRzQzIy1x4Z2LmFpexojBmdFBpUWqUGMq/jB7d9XS1tZDdV0bSYkuWtv7iERjOJ02Rg8r5PJzZ2H3OpGR2AFu/uczi/pY19yOHjPILMrB7LGyf2lKhE1FuB20t/WwYcNetu2uZcSwQn5x00VgU9H7gxYFMRRhRFkhLoeNvr4AXk1B/RKdP1izPVSvi6effIcN26r4yQ1n43I5PrH8H4tE0RQF+xGCBSGtmb8Dyqxcd125zeyRYzTFPiwaigz+xpwhf5l+86JQfG78x+WaAmDjK6+4nl/5zgvrV717yjur/mVEq5tVu13DVBWqKhv516OLGT9qMBNGDWL09JHgD9Hd1sP3fv0wr76zyTz7lKnKu+9v7Tp1VvnpDz//9rp4teujD3upPJOxvEI/UdagUYBCGNgEah1odkv7QuggJJxkwnQsgNr/VL6oRlEMO10TFyKUGAk7vosWyv4K5/6W63ci8NHDSuVP9KVtR+Zsx62lkZykMSg/ne997XTeWrGVH3zvXN5fup4Z08cjbBq6L8imnbXEdJ2ZZ86A7n6rvI2kvb6TX/71Xl5cfAadnb+W5SIcmyWdWgoox00caGAYUNHraP58HF1jjzgM6LOYiaWyu1hK1nkExqh9JHZfb+pNa0ReVpq485dXs2zNDmZPHs65p08H5EFBEJcDojHOuPx3nLtgMtdcMBfFbuftd9YwZeJIkhK9rNzS1jv/wh/2RyLR0YCPQ56n6ZPHB0+ZVer62XfPQ1PjzNh41vjc62u44NITwemAWIxwSzf/fOQtHln0HmedPBFNUfj1zRdzz8Nv0NHRR0KCi5/c/h1oa7eyOdOERA8YUv76lw/y2789E1NUrS4nO+OlpqaWP4+eWWjsWNtx77gRRRPvWXhlyfRpI+WunftFb5+fadNGorgdRDr6+PYv/8OEsSV854cXsfq1FdTUN3HBmSfiTE7E8AesF/axfBCkBJeDnrZuOn0hdu2qZfiQXIaNGoQZiMT58NDvC/Hakg18f+HDlI8p4Ym7byQ9Jx0ZiiLc1n1BN/hccHFFWPLLQiADIWqaOti4pYr/LnqPb199CmecMAGRkgB9fkwEr7y+nJNml+PxeI4PSl1RIMVLw562yK/+/lr7Y08+7zQN87XEBHtKOBx1z5k5feRN15/rGZTvsfl6+z0r1+0iPS2Js+dPpKc/QFFJHrgdVhYWjUIoagVUxwAvISUIu0ZvRw+VtY3k52WRlZMRZ0ZIVI+TYI+fqsZ2tm6tRNFUrjhvNiR50bv6LXVRVTkgJa1HdO57fAmTRg9iypzPP/Tn85opJQFTctsfHufsUyYzc8oIBgYlfZxt21lJgtfNoKI8hDjiMCDr8bn+wnEjZAeDFCFGx9TIGw+9suXJh17ZohQVFTnr6upMrKL6R+nrS0CUn3lm6Mrf3/m9QQnJFTWb95kF6cmqlBJFSkqHF3PLt8/m8edW8Nq73QwfPwTVkAQiMRpbO0jwurv9unOJy+3IaW2rO/+O+exMzu2xgXMcHc4oMQQKLkrIoQyVHnpIYS5OJCYqaQheBdFjnYxXwPAgeOIn2A+4+R/MEoWBMOyE07dg7xyDEk0hnLsSe/do7D1l8XffV6sSIAAdQR2gkcJk84+oHqga/DO2bfo3r/33byQmONGcdsoml1GzeS/BQBjsDqL9Pux2jSlThgMQq29FUVVMaaLZbCQkuElPTqKzc4/UbIitus2uYMbmopAAyldI5+lTWjzCticSaq9VYsEoL/7nJ7jdDl55Zz0NLV0EfEHcXhfSMPAFwiQ5rClhr73xZ4sX3BcAw2Dc6KHs3FPNjMmj2VOxX/O4PX2RSLT/0KP9/c47xy999xWmjh+K7dD+qGFgmpILzptN/e46crJS6O0PkJLo4cLTpvD28q3c9/jbxGIx2rv6ue/xJfzp55eTmuSlZ3clLrvG/oYOUpO8mLKd5rYece7J5bKuodW+p7o1d9CQ4WLJOysvCrcp+q3fv/rGp15fdeHfHl78z+lnTdf3VTfZKmqamXHaFHw1LaAoPPj076CtnVf++xrVjR0UFWTzzorNnHLqdGw27ai19g+IvCA+ckSvaVoT9Sp27+dfjyymobkLr9vJd79+WrxEbR3LNCVJCS4uv/oU7nlsCUkJHsIRHSLW0Kb9e+vJSE8kIdGDqRufKru13unxl7op2VdRTV9/CH8wRHVdGw67xtjhRdz/+BIGF2RSOjgXm8vJlg07KB1cgMfjjuvTH4f0QBV0VjZy+hW32StqmgrcLmd3yB94qt8X2SSlDBRne5YsuGRVccngkuQz548L3vX7bzhQDRVfiMSUBMxgGNMfssRChEARyjFzqgPtkbqmNoyYTk5xHtIXRHE7QFPp6/Xz1tsb2F3ZwAVnzWD0hGHI/gBGV99hAEYpQWgqVRXWlMC8gkxkVP9yRiQfcm2KqtDd2EZmehKTxpZgYvnVjzVNpbKmgfPPPOGI568BfOPCyYMw9XwTOVbRjNZ/L9r6RzjY56+rqztqWV0hBLfe+v2OHdtqHv3hLfdf9fLiOw29vlXt7wvw4NPvMmJoPj/+7bXQHwR/ECmhYESxfPCO7zB09veir73xxn26zsp5U0tO7Qs1zO+TyTViEMvkXHSiqNgRBIHdWEPU00FEMKhClRHL+Qs7VoETzBIBY0AJfsV6/kdtwkRIlVjifqKZG/BUXImqu4gk1RDJWoO0+bG3T0Qg+DBJ6sszBQtl9iYQRGKgI2ptiJavo2b8m6/dfB/fvvpE5p80kf79zfgCQYYNLULEotg0K6MzwxGkBFtcnGaA4mhzaKSmZKDZd0jkO4YpZymN2NRO0FPA/j/dChASIU00h1vmZicIXyDEC2+uZWxZEd29AUtIRwhihsmzr63B63Eyd9pIUsMRVFVFi2cwmTmZrFi1BdOUpHmlFxgF2mzQVxIP+BOTHD+oqqlxnTz/5sNERYSw+rdGMMzjL67AYbcxZdwQOrp9FOVlsPjNO7n/nhe4/R/P8dQr73PZOTMZPawIIQT7a1sZMiiH/y5axtjhRWRnJPOvRxfz4J3fFo/892dseG+r54UlG390wRlTWbZqBwv/8u/fgnxtdvmpEIkp5501A9ISad9WzcPPL8ftcjBrZjuRnj5qmrt47OX1NLd1ctK04YwdXkReYa51zp+4rgI9ZlBT04LX6yKvIAMZ+fBLXTcM7Olp3H/rw2zdVcvl58/lnPnlZBZlI/sCB/r7iiKIxnRU4IYr5nP9z/5NV08/i+67ma5eHz/+3aP88sYLmDB1hKU4JuWAeMcnbwFNQdht4LTz2nPvsb+hjWBYJys9kSvOnYWum4gFghfeXIvX7cDmdNDW2EJbRzenzZ9urcbx0iEQAlPCjormsF2R+/z+QJMQyvdBzRZC3KdivyMnI3FU0Nc6vaqmufDtd7YNnz+zVKCqihGJoSgC7XMg/eUAzTHOw7fofnH5X7uNvpYOotEoRYPyQVWRQlC1p47eUJS6miZ0w+Tn3zsfR2oisW4fmqZ+iL1gSktDYNWGvZQOziG/rAijo+cLo5YeyYQQmLpBUUk+/f4QsZiBw6OC+fEzG3q6eslITz0o3/wBs6SAzdg8RSi2fy/a/E+wHP9H9Pk/ySTAwoV/7wV+OGbE0HOrtlTbhwzLVftauli2Zhf+YJhTz5lFrLsfh8OO1FQ6mzrEo88vN4Hc1OSUf7d39tzQb6hbBye7p45ueWTBjhOuDoirDYdEtYSp70ayCase4UeRTlTSgUqLFi7j42LjKtamES8Nf9V6/p9oca6/7mkmlP82nqqLEboLQxjY+waj+QoIDH0KQwvi6JiAGvN+pYIAFSsQaItrMjncreTkRWlscrJpRzWFuZegqAqhcITm1g7GThyFDAQP0Gw+iLi1Mi8TzaFx0Xln8f6OTuXllxdKTX1VtxkORUNXJP/LjAADU7OhNfwVl2yjsCCXSWNKmDplOAiF2//yNOu2VDJjxmjsiW4KctP49+NLiMV0Lj9nliVLGn8ZSl0nNyeD9o4ezj9/Dtv2tep/e+CVxT6fz0v80RhbVjCyoqYZIxJFkYdXqoUi2F/XwbotlWzbXUvokpN4cfF66ps76Wh/mUvOmMb1t9zHiKH5XHHubBacPJknFy1jyvihJCYncNV5sxGKoCAnne9cLUjyuom0dTNp4jA56YwZxrqXl/PA46+bw0tLUnMyE66dWT4EQhE15AuiaSobdu3np398glPnjEYxI1x0zhxGjCxF0ezUNHQwqCCT3j4/gYo6ykYPxQyGPxKhbcZBX23NnTz6/HKmTxxGzpBczGDkMMqgxBoKI8NRTBNmTxnBddefAaEIRl8A1aYc1mrQVBUlFGH25DLmTBvJ3qom7HaN7Xvr2bKrFpAoKYn07q7F6bRbM90/pl8rpSWQGPSH2FtVhWHTWLNxH7+56WJs+ekQjlqJkwBMyTXXng6hCKFwmDUbd7LgpOkHUDfHzSTYbSoTx5SI6rqWftMXWvP8U/ft2bh25TNLlq76z8ZdLWe1dfn+qCgK7y5b88iOPVXFj999k6tsULo9PTsDDPMzgekGHJhwO619GolZlRVVBbsG4ShSVahtasNu18gpKWDnxr20tnTT3N5Na0cv08rLmDVvPARDGL0BbB/L1JA47Bot7T2YwTCqTUPq5idKUh9vkwpkpCbS2d2P0+VA+7jzURXWbdrNtEmjPnIktQJgd2sv//u5Tf+WIC688EJ14fLl+sKFH1nq/yQTgCgvH2zUN/fcec2373ZUVTTpg0YN5o3Fd3L9FfOJtffgdDoO6Fi37G/hhTfXKeWjh/j6grFEh0N7cdGiNdO3vtu1c6i+tMTjCxmgKvhNhT+h8go2hmBTtmJz1KHa9oJ9KdjqwC7BKzHdYCSAbotftohf7FfDNR6NSYQUmPY+QgVv4apfgBJNiv9cRQoTYWok7LsK09VOOGclsYS6Q7QAvnx0gASM+HkoNJKddhWTx91HWaHgh984jfycVMxIFF3XSXC7kEdBBBJCYEZ0CrLdzB2XAqSrQklWo+hG9BjBiL4sU4RAhg1mTRmJ16WJnRUNLHptLWbMALcDh93GQ88u5ZEnltDS0M7ksUN48a27mDGpzBLuiZsQAmGajB1TyvY91UT7A1x7yXzF63buHPjMk48+OOWlV14bOnHsUFRFHL7ywgqT33h3M6+8vZFT5o7lrw+8yuadNWBKlr24ko07qhlTVkh1XSuPv7iSoC/ArooGnn9zLb09/YycNcYcMW4oXo+TefPGo5smdpuGHo6IaHOHlpycoF57ycnKP277euyNR36mX/21Bcj+AE6nHZumkZzgYtq4Ys45eRLXX30GGVkZJHgc3PjTK/jbP3/A92+5nMzcLBqa2mirb0VxuzDjZX0Lvf9BvpPKxh3VvLxkA4ZpoiQnfqhMbhgSNdHLUw++zr6aJgoKMultbMfUzY94gUpMRaE3EsNl13DYbfx30Xs8uug9mlq7eWPpFnZu3MtNv3uE3RUN4HYedp8+aKZpYmoq767axdsrt7Nk8QauvGAOiiKINXeid/cjTRNpmEgpiXb1AYJ1a7cxbswwbHbb8dcC0Q0SE73c/pOLnIle92y7Xfvt3f968L8XnznD9/T9vwqVFqc9ZZryNF03zg3ptPT0hfxbt++zVVY3ypqKOnp7+hBul7V6R1ulkBLhsIOisGdHDTu3VOL3BVE8LsKhCDX7GizgZSBANBYlFDZZ/uY63l25jfZeH5eeM4uf/OpqZs0eg9EfQJryY/UGLEXEGEOH5tPa1sPmtbtB0xB2q930ZdlAatfvD/H4i++zt6LhIws9UoKpG4TDERK87o/8Tg3gnsc2dN06Z44mli83WLTow+OfPv15Kps21fTBiD/WNrUOv+57/zr3x9efomRnpigr1u3mqgvm4ZBxwdpAiDFjS9i59l+8t2xrwo0//0/CjsrWWF5u8pOLmrqeGX3++buLExYn7mk90+AJqcpVCowAHkLaDcRwAzIl6MLK/h0SmSgwTInpAJkB/5vocCEBk2D+O9g6x6EF8jmszy+tfqRUdBKqLyCUtZZo5kYMRzeOzvFWS0DIL1UpTwB2pLQjRFRAW8c2c9nyVcpJ04dx7snlJOSm4W/uoLm1gxHDSyDy0eppUloZmjRM1NQE9m2p55HnX0VzLTB0ieGLmQ4fmvml6jt/TlOFBjE476xTeLjqz9TXt/P2+9uZOGYQwunAH4xw4WnTeGfVDkYOL2L56l0kvrmWs0+ZjM2uHubMJODxuvH7AthUhVv//nJHR1ff08Qpv41NdT/53V8eSHzniV+DBMWmHQCs6TGdO+9/ld0VjWSmJ/Hykk3kZqUyZngRqzfu45RLb+P806dQPqaEPVVNLF6xlUefe49INMa/Hn1Lbt1dJy49f64yKCfdzC0rBD2K5nZCIKSIUBS7rjNsWKF48JGfaPQHNBmMEOvux+a0g1BorarHppg8/s/vM3j4UKQ/CFhOff+GPSQnenA77WTlZDAiprNx216muBykpyVDNGYB8AyJjMYwDRNVUzH6/DQ0d1NT38aTL75PzuBcxhdlg8tugfYUEQ8fJfVtPVx29kyuuO5M6PYdUYIYrAqVHoowblIZv/jhxfz4tkf4wz9foKwkD6fDzm/+uohnXn6f9Ixk3AkuMMyP7CNLaYE6lcwUdu6r45oL55JTkGndE1OiHkFIx57goWJnJaqqUlSQY53j8ZYglhYDYtakYYwuzZXrtsf8O3ZVbJ1yxs0lv//Vt4I3f+uilNfeXvd6fVtoxZDCVGeK28z77g3nm/6ubmXtpl20tHeS5wtSkJ2O6nYiw5Ze6Mc996gKPd39bNteQ11DO1JAXVMn2RnJdHT309rWTWtnH3X1zbR39pCalkZUN/j2ladiy0pBdvWht3ZbI3aPgmqoKgLTF2TKjNEUF2bx4iuraGrr4eT5E3E5bRCJfT5g52c0RQjQDSaNHcLOinpqGtopG5J32PjvARMC9lXWUVZaZP3gI7aFkFZtRflYpP1ns/GJiYl1P/zhJeE77ngiEAwGovf98Tr7NRfMw+FyHFYGklJa+uUpXip31shv3vIA+xpNOpxnCvWMX5M7aLlOl0OrXTUHpcyQ7FMNuRhhF6inAjMBv7RKzgNl54Fr/jjU4lfWhImQCsH8dwATV/OJcY77R2w6oSOkhuHoI1j4CmqgCEfnONRo4iGZ3Re7YS0QILICzC2g1GIQ1dabSUlvqHb7bgbnbuYPP7mW4twkduyp4awLTsHs67dKenE7gIMyDAvpbbdZA07a+vjV7fdz/3MV0pV2dyzceQGOqGFfgMpULJ7bMcd4HFcWgEQVgrekn3WuDXzt0ld5440HyU5LY+XLv2fRK+/z+PMruPKCuVz9tQXWFECfn62rd/LPR99i/owxXHDa1MNbABJQBNt27CMpIZHv3Pbc7jffXvEiyFsB40c/vG73E08sKmve+qBANwiFoxalSBGE/GHcwy7H43ZQlJfJ7soGEhPcXH3+HO7+75vYNI2C3DRq6ttITfbS0xfA7bJz+Tmzuf6KUyk/7ebuosK8qpmTR0y+8LQp2BSw2VXGDC+SWUNyhNnZjxjooSsqigKK04EZjVFZWUtTaycpqcmMLx9JtN+PZrcRUwTPPrecN5Zu4g8/vYLi8mEQDIFmo27bPvZU1TFzzmTsUrJm0z6SE9yMnTzcWohAmGhMZ8PWKrZXNrJqzS527q3nW9cs4NIL5+J12hADTl5K8LpAN9GDoY9Vt7P2hUCPxtDSk2iuaMRh10grzuHOPz3JC2+tZc3mSl596BbOuGAu8qNU5KQEhx0jFGFTdTP3/vsVvnvNqYwfW2IFDRzuIAfAbu1dPaxbu50zTpkBirByhuNtQmDoBlt317KvupmdFc2RbdX+9Vu3bqptbmkfetcff575gxvPTO5ojtanusPDVVfMbvYFUWyqwGGnvrKWfRV1ZGdnkJqaRF5+FgBmJBbnuR/6nhKYhomS4mXVO5t49o21/P0P14EpeX/1DvbVNFOUl8GE8UNZ8u5GVqzZyZTJIzl3/kQSB2Uj23sxDPOzKUMKQSwSw5aawL5t1bz7/g4GFWQyZcpwUhLdoH90MHc8zTRMlJxUVry2BpfDzoRRgw577oED8zEWPb+Y886Y96Gg50MsgGPo/AXgAK4ALu3v779w4cL7xwH7czJTCjs6+6RNU4URi6EcMpLRlBJTSlRfiKEzJok3H06k5PyXpBx0nR5rcoj2deO0IclLSM7aT+9/BknCOqiaIo2DTn6gbPEhcQL+x7L/uKMJZ2zEcLXjqb4QYaoff4OkhhQmSiSJhMor8Q9+nkj2arT+Yuy9cZbAF1wNkIANxEgrJjNAVer0aWpf1zTScpFB81fiqpv+yj23fY9hJdnogRBCKBimRWsRQqAoEmwqanIGdPRQv78VXRP84nf38vRLLThSH5ChztMFekwF2/8OsDNu8sB/lrRzSDRghs7hpRcCuJwpPPyX7+BJT6ayppX3N+yjtCSPEUPySE9LIsnrZNy0kTxwygzatuz+0P4QAjBNxo4exuPPrwy9u2x1JsjpgFFeXp5Uv78uPTs9WZgxHdOU3PKHx/nrr69B0xTsdo3//OkGNu+s4d7HlqAqgn5fkBVrd3POKZNZs2kfbR29ZGUk09sfwOt24HE7eG/tblzuBENTlVqhKH954rm3Zz/x3NseICo0d843LztpwTWXzlSmjS9VzHAEu02zHKJNo7e7j6rKWgKhMBPHjSAxOx2jz4eqaSgJbvas2cUNP78fQzeZMn4YZXWt9PX4GDk0n1HjhhIIhdm7bQ8ZWVn86Z6XUBTBNRfOJTsrhZlTR2IHZswczYwFU/jW1xbwo18/xLLVOzjjhPEkFmdj6gP0PoHRHwT4ZOcPICWa3YbR1U9uThoA4fYefvSrqygtyeX3dz+PbkiLQqYqH3rTSilBVWht6mTbzv28/u5GstITyc5IOej4ByiVB2J5QTQWY/3abcyeMQHEF+T8ARRBIBRh1Ya9fOOKk7noTBynXPnHcUOGjXm+t2910u133Oe4/JwZ9oykwDgjbMhYWAibpiJ1AxkLUji4kMKiPDZt2kNVVT1Bf5DkpAQyirIhZmAErXkA1v41UOwq4Z5+mtq7mTOpFJwa0Y4eZs4ezcyTJlhUS1NSPiKfCcNyKJ07EZq70Fu6UTX1s8tCS4nNYcPs9TOsrIBhU0dw1+2P4XLamHvqZMzewBcuCiSlpXDYWtHI2s0VfP3iE6zE6AOMFiGgp6Ob7IzUgz/4iMrQsURMxZUCSBVC/MPlcq12Op1nGlIZNm7U8L82NOy/u7OrX69v6tCKCzIP9MKEoqBmphCqb+euB16joDCdYGsXYwcHxdL+tzXD93WCLZnUVs5liONt9kuPEiBTEYZVDg/Bgcln/3PO/oMmTBSpEk3ZSyR9C96Kq1FM29FFZwMtAWGSUHM+4fStRNN3YDp6sXeNRdFd8ZYAfFGrNMDJHwgCJDGlQRjC1+wQu5p/TEbW2zz52hpuv+VaNK8DAn5we8FmB8OAsEpbax8b3nqFpvZu1mxrpLHFybvLivG678HonqY4CClg9RSDHNyEX3WTWDLUAjAQ2ISJKVMZUXYyVftfYeKYPPKyU0HAxLEl/OLG83nxrXXUNrSTm5lCKBzhgtOnMXxoAWVD8+KRxOFXbpoSE8nzb67FxHwXeBIYXVVV9fWmhtqUEUNyUFQF0zQIh2Pouo6q2FA1lW988wxeen45Dz69lGhMp6Qoi63L/gaZyTxx70tUVjezePlWtu4KkOB1M6askLLSAp57c123bpgvNzU1VGiq8qyiKJimiU3TeeL5Ff9+f92Oa1e/+WfpRqo2px2kpLaqjobGdmxuB3NOmAbRGKbPb5XuDevlFozGGFyQRTQaY+Fdz3La3LH0ByJkZSTxn7t/wKBB+VRV17FrTzXjRw0mGo2xZXcdmW09zJw5BiMag2AEvT+ALdHLj687k2hMJ68oy1LvOyQzP9pxtgdvpkTVVEzdSkM0TSXWZ7VeTpo5hunlpSgOGzIQ/hCIzJQS1W5jzca9vLl8Kzdes4Cy0nxscUlnBERCERxOa8iOqRsobicbV2xgaEkhXo/ri33nxZ1Je1cf7tQEjL4AT959Y8Iv//zs3wKlRe17qlrre0Ou2mRPKFdVhLQJ6/V8YNpgKAICyqeNJdbnY+2mXXR29dLV5yPR6yF3TAn0+iFqYKh2hGZnx9bdNLX1cckFJ2H4TTSHFyMEhj+C6rDR3dZNb8Bk0OACYm0hVGFD0z5vJ5t4u0MlEoygul2kpyXh8To/+feOk5lSojrtvPr6OgYXZJKY6P7QMz+Q/a/dvIsZk0ZbzIWPaQsdywBg4Ci9mqZdk5CQNCnJa//v3JnjKnXTuaans0V/5tXVoq65k//+5Tsket3WGE9fkN0VDax4bwu33P44xSVFUskdQptvvLA75+NfKxAYhMhHZEzi1Pz36Kk9C4dhIygV0uOT1P7Xsr8PWbzsH03cTzDvPbyVlyIM+6dE9QuQKqYwcHSOw9Y1hkDJM5i2fmy+Qdj6hsb9/7EpXR+NmVj3ZjioKjZzhLQJRJQQAXo6bmbF+r9w/a/f4LYfTmHIoMFsW7ORlup9YNqo6+xnZ7+LZ96LYO8bIt0Mo7cjU2i2b0IQJoooqdKFiUU5TMWqBH3Vg8B4dYRqrPNVBQjFJCklC1tmOhX7o7icVlbta+vh3IvmcW5iEmeeOIHf3/MCU8YP5V+PLea6W+7njz+/nCHFWfE+4MFjmCYoHgd3/eNlfcnyrXz7gokP3v3Murel5BfRaPRam4r2y++fb2WwmsL9D/8UOnoxdANMA1VKFswbx+XnzOTJl1fxux9fxhtLN1NWmMXlN5zDO88uZcW6PZimpKQoi+sun8+2PXU0NrWpmmYPxWLRajDJSs/w2Gw2s7GxMQrRX3ncudft31cfGzd5mNrX2kldXTN9/gCFhTkUjShB7+5HVcUBhzwguoMEVVEIR2IU52fwu1sup66xg5//+UneW7KeeWfMoARJRVUzSR4711x7GpljBlu6CP7QAX16VbMjQ2GyslMtcZ1I7JhlcgN8diFBRmJMnz6KR59bzkPPLOUH152Fw2lD6sZhx1OEQMZ0xo0oZvPO/WRnJGFzOTBDlp6A6nby1LPLyM1KZe60kdiTvOzduhdDwrBhg8Bhg3Dki4t6pSQcjpGY4ELqJlJCVnaq/M8DNxvPPf5O5u7K1rTspHAXuhm/hYev7UAAZPgC2Gwas06fTfOuGv5497OkZ6RQtq2EVJfGrBnTcRTNoW1/JVtqtnH2BdeSM6osfq0mmLp1Tx0uiDVTkDiC9OICCOsQ64L+imN0vda+05BoqkJnlw89EEb9UtgAEjSV7Xvr+Ouvr7YwM1HjA0ssiUWjGLqB1+v5xIzoeHCmgrFY7Nm2tpbKguwRlxsR39DVm7YMdThsaDYbquYwbTa7IjSVWMwgEtX5451Ps3jZJlKzc5j183tlpWMBNU8hqAZUkKgo0pRZvUOMUkerRtZqPE0ngDAwpEqY//EAIE73k45uQrnLcNWehhKxEP+fyZ0NsASkIKHqUsLZq4imbcdwdmPvHItiOL8wbIDgIAZjFCgqoEsTn9qHM2M4m/gzry55i11VW5h78j5ef3uj7O/wCgoKYF8IUgebtml3Sv1djF4/mk1F6DEdCWY+djkV1ADWRjbgf2IvmIAdWA9UYvXM/IbGicNfobbpdb5+wVy+cckCnnllNaPK8vE0ttMfiPDOim0Yuknp4Bwevet7nPfNO9ixrx7TkGA/+KRb6GpJd6dP3vaP5zXDlD/yh/UzpEzaAH27FVXtKx89JGHeCeUQskBY0aYO7DYNNT0JgNXvbmLi6MFMm1jK82+uY+zwIkac+AMuPXsGp8wexzU334PbZccwTXTdQErJpFGDOOeUian7Gzr/rDlc5YFg6G8V+6rXmlKqQggjL6+4yEQNb9xZrWVmuGV1daNQNY1Z08aDTcPo7jtyyVaCpgoy0hLwep0Ypsmjzy3ntXc2UlXXRkhT0cMR3F4vU6aMprt3Fc2t7WTmpRP1BbA7bAdfgtKqOpoxK0M8HspuA3TVpGQvP73pIq658e9MGDWYk0+fivSHPvRZIxJj8JjB6E+9gy8QIT3eAhtI3FRFpbfPj2rTaKpvoaKmgTNOnkksptNY10JhXsYnZnrHxBRBNBxl8679zJo0HKHrVgUpEhVGa1i74MLZEqdNpdeXiXHkxrKUYEoT1WEDRaGlop7t+xqYN6scXY/x3AvL0RSdffUhJs7LpLqmluSsoQweNYNI1CBqxEjwWFl4ONhP2KeSUTjW4n4LG4bLCsCO7TsgzmRSBL5ACDOio9nVjwSHHi8TQkDMYNbkYby7ajvzZozG8QEJbKGq7Niym1EjSg4794+y4xEACECTctmOCRNuuuXBp5eflJ2dHpW+UGZKYsLkwYU52Q8/tyJqGLoN0xCqqlKxv43hQ/Pp0DVefvl9JejOQ5ilUKuhmRqW3IGU/phTuDrH05z/LpGUPTh6hiPjPfP/XYt3gdUowbz3cLZNxuYv4DM7/wNfGx9+IXScrTMwtSCB4teRmh81mIO9Z0T8349/NWDgKsJY/W4FJzZHBv7Elxhf+XWCttms3L+Gp+57CXJ+LLRp52FmguJAmjWYsZdjgKkgFCVmCEDDABmTmD5QQxykeH7VnT8M0CMhHdiNTsgdJH9wlJ11f+aun57BhNGjeGPpJir2t7Bg3nieenUVSV4Xo4YVMawkl+ffWMfvfnwpv/rBhTQ0d2B8sAeoKAibyi9/8bDUFNEYjUb/brOp3/3RhaXOOxdt2KnHYgnTJg4n2hfAbrdeAXabhmlK3nxhJc0tnfzijqdZ+MOLWLetikAwzI9+9wgAT728ipa2Hus4QFKChzWbK/jHw2+w9KXbmTdztDzlytuxORwX795XO9mU8kZNVV/TDSMxNcV146D8jPDO3VUJ44dlk5eTweDRpZh9fjCiFpjpA6YoAvqDTB4/lLdf+QORbh+Pv7iCju5+Tpw5huuvyOa0i05A1rZiSkl+cS7nnjGLzVv30tHWRUZ2GuYR5swfb0lXVVWJ9PgYO3c8boeNTTtrOGnuOAvJ/cGyrRBIw8TltKFpquX8sdDohCJcee0CEAJfazdbN+5i3sxyFJvKrp37eXvVDr51xXxc7g8jwY+5CUEoHGXrrv385HvnIWN6vLSvWIyIXr8wpUTTNKkciY8Yl9hVPR6661vZvGM/Xb0+YrrBFRefCA47F54zh5Xvb2DV1jbeeftNmpqaOe2005DSZPeubWzauJHx4ycwYkQZG9evxe5OIS3JzZYtmxk1tpyklEzqdq1i2vgETJ/vGE3vE6AIwlGd4SW52FO8mH2BL1wWWBECMxTmoitO5oc33cOJM8fE945xYOiTUBQqaxq5cMww69o/YU8cjwBAAjEh5gE8JuCx1tY2pJSKpjlOu6Ni/+1ALoqWmJHismmqRkZqIqedNJX3lq8i9v4fSSzLpdE/Bi0cY5BAloEMSpVkIVXCaSQ0zyJS+BY23Y3NV4T5BZa0j7kpJsJUCeQtRYRTsPWVxas2x2hzSQ0pDITuJqHqQkJZa4ml7MF09KD1DsMWTrcy9C9gDQe+XQC62o+UThzSZKYRRSrT2OKYRrgfzCU6mjSQIGwoGsJm9bYkUrUKgNILpj3+nYcyP77qNnC+GmAKE1Vq6Fm9nH3pKv77h22MLD2PX/3laZ56aSU92x8mEI6Sl5XKxu3V/PbmWdjz0rngawvAH+aqaxeATbPmJOhxlTkh6O3zk5yWYv7n6XcUU4pfAHaJ8UqvIc8C7s/Ozljc1dN/kT0tEXwW4A0hkKbBPx9+nbfe20qCx0llbSulg3JACNZurWRwURYlhdkU5aWBEDQ0dRIMR1gwbzynzh6Lkp5ExZYKkZ7skfOmj4hNGlc8qLK65dW3lu/7fmlugulQoldcc/ZYc2hJrjK0ZBDCrmH09B/R8R9mcZ9p9Ppx2DW+fv1ZoKnWbIhwhL6dNdgddlxuJ0Z/gPTsDIYNCbJ1824mThtHSpIHGY5+sXPc4+BAvbOXW753Pm+8vYk77nmR6y4/iZT0JGvwUdxUIRChCC5HXNjl0Je2EEQ7+1A0lQ3rtjFqZAkejwskOBw2Zk4ssybCyS+C62RRJX2BMIrLge4Loh2SAR9SvTnyy8um4e8PsPa9LfT7w3T2+Jg8figlhZmYMR0jGEZTVWbNm8is0/No6snn3/++l9q6Ovr7faxatZrs7GzWrd9AUoKH7u4+EqSd3u52Xn7tdfwhnfzCEvZt3sy0GQsw+/qOTQBgjYQkHIoQDEW/VIyRFAIjFCUvO431WyuZMWccQnNBfxBTQv3+BoaWFCBN05rb8Al2XGXTysvLbaFQSIwcOdJQFMXIHzSot6Gmod5uV0rSUjxqS1s308uHUTYkF6GYuLMmE2o7ke4151rcZKEyCMQMaQFJpBQEMXEEcxAtswnlrESJeVDC6V9IJnvMTRgIUyWUvRqpBXE3nogwtaOQw/mUJq0hOlKYuNqmIhWdYPGrGLZ+9Eg6jvZJVgtiAEp8XNkCAtMWwEisxdU+hahQ0EwH04WBK2QgZdxFKhqKtMrjUh6sh9jjmFcbkAOKzv+G85dYjj+CpUhpYmIqCjHjVcZNT6Jt22I5ODtRbN/bwNpNFUwaW4LUVJ59bTUXnT6dG3/1AFJKfvztc9i0tQqnw8bMSWVIRaDFAVZgrVVvn58/3/uqsNlUGQpHngOi9y/aVH/dBeVDAXX8+Im/eX7xutPPPHGc64TpI5QBiVPVpnLbzRezbXcdv7/lEtZsqmRQQTogSUnycsqssfT6gry3Zjd//uWVfPeXD+B02rnh8vny/Q17zFcffkOZMG4It3zrbDH1nBNtYDfpaOH0S37z97ff31U/bcKg8JwTJzm9DjdmLIoMHznrP5IJLHCeKSVGZx8MkFpMk52VTUgpmTl3HEI3MEMRigYXEglH2bl1N+VTxuK2aR/qvx9vUzWFaJ+fs64+nb/e9wq1je1847KTQFGQ0sqeDdNEdTt54811jB1RTHJq4sFgDmsCnN3rZsOaLSSnJFI4wPc3TEqHF1kv+XD0+Gf/gDRNOrr7Kc7LwIzqn3K+gUTYNBqaunj0+RX88ZdXkVuSa0lQR3UwTBRNtYCrEZ3G2n28um4TfX29pKamsW3bNgAuuOACFi16jkAwwJQpk+n1R3DaFObMnk16ejpLlixm3qTB1qChY2RCAWIGiQlukpM8VoImP2eF9jOaIhTQdU6dO5aVG/YQCIbR7DbmTh6BkpLA1rcqOPWEaaja0VWEPmMAcHQeYtMmi5W3e7dIcnu9N5YVZ33zyjMm5id5nSR6nby/YQ9NLd1s2lLJul1VpIz4I90tl6Fi0d5VqZhOS8pXCzCQ6QlMYaL1lWC39xDKWYWr/hSEaeNzl82/SBug+6XtIJa0D2/1xQjz04L+PtUBD2ADMDW8NecSSaokmr4daQugBjM/0BY4HpwKiUCg2/qIJVXhbpqHKUx0FDSpMhOVmDiggYSCtUEHVsQqAqANdLstR/q/YQKrBbId6LeumDq2YHIZ2X3TWbF+u7ArEZ56+X32N7Tx5N03klKSS1ePj8QEF8898BPWbNhLwBfkup/ch26avPfMrZSOKLYYE7q1EqZhUFxWzL8efzscCke6Bo5/660orbuUrdeeO234Qy++tPO0007+2Xd//eg/9m25F6Or30K+KwqTxg4lEo2RmZbCf558h/v+cD1FeZk0tnSzYv0edlXUc/8d3yY9OYEbrj6VUUPzzOqGNvHiW+vVvz30Gs/ecxNej4vH/vkMKlJJS3LJP//kPOPegvTC6ZNG6N7kJCJdfVbv8lNur4HxuoqmxtHOKr5ePzv31pOWkgCaaqmLKgJT1xlSWkwwHGHPtn2MnTASRVEQpvnFibhIEJqG3tfPybPHMGvyCNLSk+FQ4GE8u+zu9pOcfHCCn8WCM1ETPOzdsod+f4gTZk+0QHRxdsABoOAXUdlQFELBEG8s28KZJ05AsWvooQjK0QZwigKRGN19PlxuJ+9v2Evu/hamTxuJjBkHmBdCCBRNRddjKIpCeno6O3fuYP78k9A0jUcffQS/P8jMGVPJSE8hO8/D+yuXk5iYSHFREf+67yGK0w1wlB290uDHmAmoqka4s5fahnbcTgfjyg1LOMv4nJMeP4MJAdIwGTV2CAW56by8ZAPhSIzmlm5KB+egKPajDqphIAC4UKqMOORxbEGQE09DW47wmP77Q3T7I9qtv/mNWAhMf3t6VnKiY2GKyzD1WNhcMHeKMnxoPpt31tDU2k1+UTZ97mm8/84gMCMYQgNTJT7B1xQcWua1wCVCSGw9IzGc3YSz1+BpmocpjHi2+xW3AbpfUgXRzHV4qi9C6O4vRsc/Thc0hYm9byj2vqGEcpcRTarEcHSj+YviGITjEwhIYR4IOBAmA80OiYXkP5TPLLGc5kcd/X+F9imx9q4PqMSUdQKQrYSNvwmbw85bry4hKz0JE4WV6/dQkJNGQ3MnkwJhPG4HbV19zJg7nhnzJxJr7eHXt1zGN394N+9vrOC5N9ZxzUXzyM1JQ5omQlPYsGGPLC7Iktv6+u/Cmn3FwoXIyy8Xr3qi0W9feCF7Fi1acnd+ft41LzyzcvR550+34Q+BlLR19gCCW25/jOyMZKaVl3LnL6/kF39+mqq6Vs49ZTLfuOFs6Asw65RJ5vNPvqP8+4llpGXmrI8Y6uT7n14TyMnyuB5b9I4S0yUzJ5aK9175g/LPuZMl4Ygme3w4HPZjkLFaZSFTSkYOyyc3KxVCkQN0M0wTNI2hwwaxdfNuKvfWMHxMKWYo/IUKRmuKAF+Ab115Mna7zRJAO+TfVVVF+oNccdFcbvzlfxhVmk/x0DyMQAzV42Z/VR01DS2ccsKUeOYvD2x6qwf96a7FNOWBIOnTVUMkiqqSnZHM5p37CUd1hk0Yhuzpj8cwH/9dA5MYDUOyv76NvRUNuBQFoanISOzA54QQEAxSMmwY3546g7b2Dvbt3cvIkaMIR2IsfXcp06dPJyc3n4CvB4/dQ1FREYoiGD5yJDfccB3SVwOx2DEp/wspLVGgqM7Q0gI2bKsmJcnDtKkj0L4o8aUPnpMQmMEwSclervr66WCYPPPUOzzx3FIGFed+KkaIFQAsEp+ONHn/0X3stviprNpyV9sDSzve/89ji2a8v2GvOWXiCEaPGUJqagq5yRq1zWHk2F9h687GIwwphWoiMe1g2o74zQKJiaK7cHZMJJS3lFD6Vpyd45Bf9SAgTvfT3a2Ec1bjqj8NJZrIF1u9OKQaALib52EoUUIFi4nZ/Ojeeuw9I9AiKYfgAz6vu7Wuz7T1EUvei7NtOqYUByLoI337/4Jz/zSmAS5hEpaq0GztJLkqicWCjB4zlK9dMJv8vHQLH6CpBMIR6PFx8qyxbNlZS1ZaIk63C6EIvvH981m9Zic+fwhFjY9Tjc8FV1SNdWt3ybr6ZjfwBgc1snjiifX9111YnpiSglJeXq7s2rXvh1ffdM/bBbnJTBozGD2m86s7n2H0sAKq6ltp7ejlHw+9xgP33EyC10VzSzezZ46GHh+//NNTZlevX3n6tQ09wMN7K+tuP/P0+TekJ9rP6ur1lZx7yuS08eNL5eghBULRNBGsa8Vu06w+8THIzIQQoOskJXuZOXc8xHSIT5sb+HczGsPj9VA2cgjbtuzBW+OioKQQMxD6ECjweJlQVVAEKamJh4v5HGJSgnA7GDG0AJvdhhHRUR0O2to62L2zkjkzxltZnfH5qhemaaI4HeDQJIGwkIY8+q8zJU6nnQvOnsmiF1eyasNe6lq6OHn2OIRNxfCHPj7zlBKpCMaNLOJbV8xn7owxpAzOhfbuDwcPqooMhzBCfWRlJpGVOQszFqB8wjjKJ4wHINDbiiFN+noMCgrzKSgsRsaCnH3mAqAbat8+6jL4x9mAOmSC18UFV51K6vPL2bK7luFD8sjISUNGjx2N9NOYoihI3cDo6gcpufiiedjQWbVlP4YpD5ZJP8GsAOAcOY02LE1Gq0rrJRMDA2uou4KTWUhsgIECZB/NSUoAhVjq8mhC4dofp0V7OsS7T/9ZKSnL5bFHnmNWWRbb2oazv/EEWJ5tOkRUKcNOmUTqcfHbFFCPqOUvFaQwUcOpOFtmEShcjKI7cfSWfXUrAcLKdk0tRDD3Peztk1ADuRxky3/BFsdMmMJAmHa8dWcSc7URyV5DxLaBaNSDo2s8qu4+JoGAAKQthO5pwRbKwBA6yOM/vU9yMLz6soIKBWhSJE2mRnISJCSuI+Cvxe8P852r5nPt104Fmy3uJKyysOwLUD6hlNeXbWHW5DISUhKRMZ1YbSv3/O4b7K1vo6O1m8raVjJSE1A1DanrXHHxidy/6H3Zu6vq0E0lAaEKsdTsGjtj06ZNy4EVucnZ7//8T0/PffvpXyqKofDmsi289PAtrFy9i35/CH8wjO4LctLJk8Bph3CUp59eav7+ny8qIDZed+3lP7n/oUeXTR2dNt+hsX7n1mh2QX7R8NtuulDOvXieBVD0BXG7HYe9kAbkvz99JjpwMRJUFWGaGP1BRBw9f+g3KaqCGQqTlpnG8OElbNu+D7vTQVZ+Fqb/+AYBEst5hIJhItEYHpcDzaZ9aP+ZponisrN62VZ2VdRz2dkzUdOTCDS2s2XjLsrHleH1epDmwXGuehzL8GkFixS3k5b6Nlld2yqmTig1NU0ougHa0X6PbiCFyYWXn0TdnjpefXsDAV+Q0WVFDBk/FLOrPw6Y//D9HPiJ02Fny65alqzczj1//S5+f5jErGSk/xCRJKEizACafwemTyJNaWXzdo2O1g4amjsYPnIIZihMf3+Q+m29eBPcDBpaDH0G0WAfNlW1svdjaLHGdubNGkOvL0BHj4+MgkxLifBLMmsPCISmsvydtcyZNoZd1e2foQKwgIdIZRAAEgUFGw4sv+QGEoCXsGqYNg5DDhzNs9sr7fi5jBEZ63ju9RdFw2OJ3LNYQHYOmvIdqaafZci1BgZ2JQHEOInmt3C+GBwc4/shk4qFpA5m4Wo8gXD+YoRpx94/+KsZBAgDTI1g7ntowVzsvaVYc9i+5Fw3DhI0hYkWysK2/xwiyfuIJe8lnLUaYXhwdIxHNZyfIxAQSCWG4ezE3jsU80Bh/PiaxNquNqztPIAb+CJX3AQURVJpCiLJUZGd+TSR0G8oyDHp7oFoNEbUF0aRoQN9S0UIIjGdt5Zuxh8IkZTgAmGdt01TURTB+Gkjueqq25k4poRp44dizWqXJGel4LDZRHZ2dkdra+thy9EpNy5Lofx3wHuAmpSS8qM9lQ0bjZguX3xrnfjLL6+ifPJwymePswBmisBo6kD3BRHBCHv3NfKNW/6t2B3OZ1NTEheuX/ly7knTS75pV9W0upbenNrm3lFzZhU4584ZQ6iiQdgOZP2HngUWHcxph3AMdP3TZ7ZxDMBbSzaxp7KJH3zjzAPgrMOEdjQF0x8gpzAHPRJl2/Z9lDsdpKUmWe2A49Q/N00T1eNi1cptLF29kxsun0/h4FxLeOjQz0mJlNDd52fE0ALeXrmNxF37IeRnyKACsjMteeEDv6MoaFmJVjWgL3DUGa5pSuoqm/jt358VvUHVX7p0q/ePv7shpKkxl9Htl+rRKNvEJYeNbh9Fg3P57vVn8exzy1m5bg/VTR2cMm88CAUj8IFqgJRg1+hs6+Xuh19n2+5aYpEYP/7p/aSlJXL1pSeSm55ktbBE/GrNKAQbsBqWgCII+nTqKyqxqSouJRW0KC5vhI7GBprag/S37SU/N5O0/FyICEs18SjvrxnHhhyxPSTA0E00h41wJEZ3jx8zXo2Jdwi+PItX/to7u0mdNg5NUz4ViNxy5edSRsZhPz8oqBZC8i4m7YANQTNWY7YJOCrwqZXd6o4pao1+h/jpnS+Daxi2cd8klg76+8BqHTRNFXFkQQAOSPx+opuJVwJs/nxkyxzC2atRDAdaIO+rRQ8UBoqpEchdiVB0nG1TEKbti+n7H5UNtAUkEhN77zAcvcMIpW3F9DYSyVkNuhNHxzhUw21l1SKuwfiJmNA4+M/RRyxlF57951hb9Au4NxrQB7ILDCemTEXXnCgihopynNd94NFQhCRkmhRmgrvkv+yu+B562CTJU0BBbhp9fQHMWAy7x4WM08OEABmReJITaGzuYs2mCuZMH21xw+NOzujq5/c/vgSvx2UJwQzoAURiQlWE0dPT+zPgxxzSBli0COP6C/F/79QhiXe/VdW/Z8+eLWmpSTHV47Rv313H2adMItzlwzT7URSBw66hpiaCP4SvPyRv/v0TeiAQeuXUGcMWD8pLKNlR2TktHDYb39lc/Ucga3Bxfusvvnu+r7vHl5DsdR85xFMV+nr9VNe1UTooB2+S5wCn/KjWNY4o9/f4eGPpFqKRGNhUzGjsCJVCUFQV0x+kYEgBwVCYXVv3UD5lDB6n41Md99OYaUhUh52N22uo3N/KAJf8gwGKZreDXeOMq0+BQJj33ljLfY+8zuXnzmJIaZHl6A8Z8BQOhXn5pZV4PE4WzBmHZtcsUOBHnYcpMQwDW6KHW+94ylC9Oa3JHs/P//Svh683Fef0uVOG6aedMVEz+wJSORpwhIizMYIW3uKiy+ZTtbOaJe9t4wVfkPEjBzFoTAlGZ9+B6o5VelIJBkIsX7OHiWMGc+pZ01n+9kY276hh+OAczr1gDnp/CE0TBw+k2K0HwTQRTiftdfvp88c44eRJyEAIhIJm9zB++iSCHd1s31VFdV0HzZ1+SgqzcaenxCdJ8rH3WEqJ4nWDYaDHNSMOXQqpm6hx8aGHH34Tj9tB8eCcuIT0J67YcbOBdd2xvYJxo0tpbushKz053hI8uu+wTj/jQJV04NdUmlC4B8GtKNyFRiY2mlHZj0olGjVoWg2aq/qT/lM0VzWac5cUkYpZeBx34tW/ibYS3C9EcbfrwoWmuXWEDfBjZWsKB8VdPnklBFKY2PuGYO8aSyhrLYajCyGVONDsSzahxwf8bMbw1uNuOgFhOL5Czv8QkwfxAaYwcHaNw1N3BkokGenoIZKzmmDOCgx7L4pUEVJYlY2jWGepRDDtfhTDaf3OcbYBumA3GG9g6G+gmPuxRySaaUccdz6vHUugTxE6qfkqBeXP0dP7O2RUwRfQUVSTu359DddceiJ2uw0MIz4RzXrZu5w2TjljGg0tXTz18ioioQioCoZpTYhTgYLibFJSEw/PQhQhorGYlFLOy8/Pt3/gtIRiaq+GPImnYm0+ZzSmO154/n1x28+vIDcrBWdhJu6sFJxuB22dfSx5bQ1IEfver//Lpu376i4/e8LSKSOzm8cNzexas63u5+9v3v/Y0KFDZwE3hMPR2J/uecrb09FnydweKUNQBLsrm/jWz+9n4d+eBSEwpDzwWdOUxOLqgkcy05TgdbFy3R76fCEW/vwKy7maH/2iF6qCGY5SWjaIxAQPe3dUoBsmUlGOCVr8Q8dTAMOgIDeNU+aMJdHrwggfDFCsQwr8/QGWvb2Rlx96gyWvrCYtyUlyoofRI0qQiAPz52U81Wxt7+W+x5fQ0NSJ/AR/bRgmitOOrSDLaKxpir21crv6x9sX/uThhx9+NCXFc8Md/3zyd1/7yb8rl7+316/YVKEbhozpR/dcWn17idHjY8iwIr799dOIxQyWr97F4tdWo3qdCIf9QLtChqMUDs7hR9edwTurduDyuhldVoiuG4wpH4YRjh4BSCiRpoGwa/g6umhq62Do0AKkoVvVMAFIE7OvH7fbydRZ5RQX5eDr97F9VxUVOyut1pDTgWGaR7zP0jQRdhtbNuyhtqoJLTcdxWHHMMwD+9Bw2qmqaOCtt9bR3eNj7IhivMkJSP1LHjQvJWgquypqKSnKo6a+jcGFWUff0mGgArAKg26s1Fsg0RHsRbANlRLgTOBNTJZwmLpzAchR8b3+SWZ153TwDxRgNaRiR5FgiwNbo1gdh0+/rPGIR5jYu0YhtQChnNW4Gk9A0T1frkaAMFCkRjR5L9G07bj3n4uIeb6azv9QO6AkaBXrHR0TLCpb+jZ0dyORzE1ETRWtbwj2QP6AniEHpw4eem0CUw2je+txtE+OU/e+mPthrbIhQ6haByHtPV6M9pAiJzAVOymY8erEsT6mDdgFhISBNG0UFr/NyrqfsXtPA8NKCjh1bgE/+MYZTJkxGnQdPRiN6/gcPBdTSmJt3WzfU8fgoiykiI9GTvJCMAyGiRmOHkS+E191KWXpoFytqy/cUl/fELr11luVhQsXDkRo8t7n122/7qKJ1wDPAoTD0Xdu+Pn9JzS2dYnkRK8ZWLxRyc9JFbOnlBEMR3lk0TJj6crttudfW9l61Tnlv9FMX+vdL+5Quzu6S4ApyWmZIwflp0/77tXzRjQ3tZvL1uwUOQWZGIZxeCYlJcJhp7utm3sfW8yG7VUU5qXDALVNU8CUKG4HSqIHuvqsDPgDNiCJmpGawIK548jKy8Ds9aF+zPS++LoAgtIRJWzdtMtiBowqxYxzxo/lLhBxFb9p44fyl/+8ytknT0LNTEa2dgOWc9Y8TpYv3UxLWzeF+RmsXLONWCzGpPFlZKYlgjQtnYADwEZITvTwl19eTfmkYaAbR1wf61IlapKHxsoG46X/vKyu31qnFhQWvpddOPzJ6667znb//ffv0DR1R3tL8/prfvivuzYt/qeemq4n43RAZ99RLcZAD3oAVHnx5fPZu7WK91bt4LnnVzB53BAKRw1G7+hBibcP5p8wgdWbKzjhxB8ydeIwrjxvDiWjBmE0d6LYD59nMXDRhmFS39SOIqFgaDFGb/9h91pRFKRhYPoCZOZkkJmbQWVFLe0tnfT19JOXm0nu4HyIxDAPYQcYhoGa7GXr2j2sWL+HrNRE1myrYtq4IRSPGQLhCIppQoKH5at3oQi44drTSPE4kcHwUQntHFdTFKr37Wd4qaUHsaeyiQUnjI9PnTy6oNYaB/wi0I/lgXuxAoEMJIOABmAvMd7DRMExIMoCkC3Qp5jYjr6n+gHA1yFcb+LfMTDY5dMvbbzUJMDROY5QzmrC2atxNc9FSC0+Ce8Ldrhxul8soZ5w5kZcDaegRJK++s7/UPtgINA5FgdjiSZXoCdWE0vZg5FciRLOwN41CiFFHCcQ7yJJgUBg2vuJpewhae+1Vv//CwrIJCYOVJFMleznjzTzuL0dBRcPMYVLCKAjODLX5LMf07q7VRhsMSEr+X2W7fw2gnqKC7LJTPcybeIwxo8chBGKoNpUtMxkS5UvejC7EQgcLjs3XX8G1bVtaKqCkprEe6+tonzMEBISXCgoh70zFUVBRnVx648vNc+85vfT7vjnP4t+/N3v1pWXl9s2bdpkEm/vmTG5/9Fbz828auGL7VLK2o6uXvH9Xz9owX7BmZ6aKE+cOUovystQuvsC6pMvvX/PtedNX3bv06ufTysoK+/u6H751psuzUtO8pKU6KWkOJPZZ0yOffcbd9gmjB6Muyib2P5mVPsH1jYuVzpl/BBmTxnOidNHWWV6RVigLZedPTtreHfVTq6+YA4JXne8N3xIX18R4A8ycVIZE6eOsGRZjwLxLYTAjMVwe9yUjRzKts278HhdFJYUYQZCiGMIClSEghmNUTAol96+ALf95RkuvewkJpYWYLNp8TKtSXqyh96+IPmZCVx8+mQc7gSKCzKxadY0QC3RbTn6SAykJCU1kfKcNGQgZAWuH/UaEQprVm7niRdXq2u3Ne6tbWx7/i93/Obhq6++ThFCxABV1w1FCPFqbW31d+5/dt2rU0Ykfq25sTbp8gvmID/FvHtFUZCmxOzxUTZ6EGVD8njqxRUsW7WDnLpWTj5pIkR19GAYh9vJLd85l+RENzabRklRFluWbmJ8+TDMcOywKoA0JcLtpLu+hZa2TqZOH4/hC6AcIdAbCEZkJIqUkqHDSxiUn82OPTU0NLbS1t7F4OI8knIzkb4AuoV+RA9H2bSjmkmjBpOdk8a763axZMV21JU7KB9TgstlZ9O2ajJSvJx4QjmeRDcyGP7S397SNBFuF1t3VLLgpGkoCW46uvpIT008WEI8ChNSSinmAl6smmU/Vo9fxxpX1glADBWBgeYEVNAlyHzgGrB9Nocdv5Aj/OxzPYZxmp2pBQjlvYcS8+JqnnMcxW0+6jykBfCz+QkUvoG9ewz27hH/m4qFh1q81C+k1UGPuVuIpm0HqSIQCN2FrXMcmn4QJyBQiHkaCOesJLHysjg244sBaApMdBT5PlvMFdwgJOuVYk6VC7hN5DAhDjA9inOJCzf5i15H8+fj6Br7kffSaj1IVmDynlfF5T2NRLmYSeOmcPYpE3DYbbjdDuZMHk5SRgq7d1SzeVctJ84YRU522mHzvaWUiBQvr7+wks6ufsaVl7JrRw3hcIzLzpmJ0+XA1A2rz2uzQmnDMFFTE2TxyKvFb2+95bkrv3Hz9UKI7vhX2oBYy+KbPRf9bNGvVm6uXw/cCwQVVcmSprS7HLZYMBx1apqGruskJ3rvisT0m0KhMKAuLBlUcN71l80e9eOfXhbFpiogBN194g9/f07ZtruW7t4Af/zN1xhTWoBimIeXduNlS1ITrazfH7SU7OK9Yhw2Xn51FX9/4E3+euvVjJ8wFDMUOSKYS8oBTvune55Mw0TxumltbmPHtn2MGVVKVkE20h88pkHAgMrfpvV7eXdbJWve28qdv76GQaMGofiCmIaBkpXGT2/6BzbV5JbvXIQ3M9Wq7kgwpGTb7v2kJidQlJuOUBWkaZWmFfWjESymlKBp8qyr/iB8MccDLz71wH8zCkasMs0jVgtsbrv95GA0ekVWdt4kIY3Clu332sxQ7Agl+U820zStYMzjZOemClav30NKSgIzJw4jp6yIWHs3NocNMpLZunQLdz/8JtdcOIdZc8ZhBg+CMmV8nwRDYXbtrCLJ42bYhOGYvsBR3W/TNK3Ped30NLWxr7IeKU0SkxMZObIEEjwAvLVoKb3+EKefMZ0EtxPSktiyZD1rt9eQkeThjXc3U1qSy/XXLiDF68aIRD+20vRFmYmgsbGF9s4exo4qpccfYtHL7/ONS0+0Rkd/DC5k0Vrr3y688EIr+fYs/+CXHzQhQBPYMCxnnQDMBQwrx1MHRvF+Vrd6zN1xHBSo6B6crTMI5y4jnL0GZ+u0+Av7uBz1w3YA8b8czV+IrbcU+BKqEMfaDqsISLRgDrZgDoYaIZK1FqkFiWSvJopADeTh6Cmz0PfJFTjapmMq5he6BgYKXhC5jCeDh/V2ztWGcoIYySSaiMTpLsfBhEFManhdi+nt2U7YMFm1aS99Ph9nzp/It648BYfbjtR1TFOi6/qHgvYBuVG9s5/T50/ilaWbeemllfzwm2exeXdtfC9LlEQ3SoIL2nrAiDvEQFj850/Xmbff+9QFby1dG5s0YcJL+6urqzr7+jbPmYOWc8pfvpHgsd8ghPi6lLI/waUts2na+VLQZejsU1Vl1oihhY/sb+xo7u33/QYgKzP1nqK8nG9//7oFXHblSWasvdcupUTYbXS397BhWzXZWamkJCfyt7tf4NGHf0akqw+7TT2YwQuB1E30lq4Dzls7RAVOhiLMnjyCsWXFOF12MEzERzQZD219fBobYAZk52WjByPs2FmB5rCRlpF6TDUCVFVBBsKUTxxG+enTmfjMUt5ctoXvTizlph/9l69dehKZwRCxWIRLz5mPJ9FDLD5kRrWpVFY28bt/PM/3rz2dooLMA9esqp9wzRIUj0PWNXWJHXuqfyiE8AP2Cy+80Fi0aNEHm/xGMBp9HXjFiEU6/nPHt6SMfXbJ5APl+D4/o8YPpWxIHoteXcXiFdvIr2m26KShMIHGTqIxnZNmjGLGtJHIIwR5QlHpaO4kGAgxeeYEzH7/EbP/jzoP0zQxe32k5GUxtTiPvpYONq7fyeKlm0nPSKUwP5OWrn4mjBxEQpIHvdsPviDjy4cx/sRyfNVNmIYkGotZTC2HzarEfMkmTRPF42bDlj3MnzcZW5KHxx98g5PnjsNmt30qeVQN4OxD1v1QJODAXzR5+L+Njf9IYQA28BWzAY2ASDLO5tkE899FZNpwtE+MCwV9npDlKEwYCFMjlP8uSAV754RDNP6/cqv12exAIGCxBoThwN08BwlEU3eju5vRPc0YrnZMRzd6QgPexpOQ8KEWwfFeEwMTD4q00yVzGSdyGC16MFGPJvP/rCYNFDQM/38RsSa+/bUzcThVOjv7yUhLtJ4xTUOEIowaN4RRM0ZBf9AStAGIy9YapommqcTCEc664kxWrdlJMBRm7oLJyC4fqAo//cV/0DSVX37/ApxOB8I06Wjtpr3Lp2Ql28z9lbsuBfX0zr6+ivTUpHuXL+97CPijLxB1Atg0NT3B49iR6HL9ti8Szu71hZ83DHPY9j01j4I10yMajZ5TX9/w7Qf+8T3/6PLB7khzl+KITxKUUpKa7OXWmy7mX/99i1fe2UBRXgbRfj8OjxOkPAxtL4RFZUQIUBVrMI7gQHsgNT2J1OxUq799PIRWBpgBPj/5gwsIhcPs3lHBuPKRJHjcyNgxOqYEVAU9FMaorOf6y+azq7KRm77zN3ZWNVNRVU+ot5u508ays6KRUcOLsWUkYXb7QILX7eSys2cxbkSRhSn4iH7/B00ogqqd+9ENUwohzFtvvVVbuHBhdNGiRUf6uDlnzrQru9q7/Hf++urkU86cYJddvs91/UIIVCEw+wNodo1Lr5jPlvV72bSlkkVPvcu8maMJ+kO8u3I7X//6aR/i0UkpEU4HvW1d7G9sZdTYUszIpxjmJMDUTRSXA0VV2LZ+D4oikHaNpnY/TqeTnu4+aqrrOfXESYydOhJ8QRRVoCgqZjCC4QuSkODhoqtP5tlHF/OPu5/nyqtOoaQwGxkKf7GDpT5gUlFo3d9Ibk46bqeTvq5+wrEYI0vzrfM6cqXniKYBjDnk80e67R8sJgQO+fNXtph9IAhIw9V0AqGCJUhTwdk54fgGAUJHkRrhzA0YrnbctWeg6M4vB4PwRZgcwKPLA7RLe/cIHN0j0G0BoumbMe19oIYJ5L2LMO1WiyCWAHwgGDgQEBw7U4AYJnkoSgkVopmgSGQo8mN2rqKCGBhCMGACFAmqXUG1C1R7fAuZh39GGmDq1pEFEJELQFuBYYS44pzTGHXSROjuo6u5i0WvrOLUEyaQZrNhtvWgqor14hWCYCCE2+VA9bgsXrXLzptPvEq/L4TdbsPo9YNpoKKiaRqbd9ZYfc348kkh0GMmiQle5bsnTzays9MT315RNvGP/3zu30V5aZlZKc7H+/3h3HDMyG3t8D8Xiho1zZ2dTwFFQB2wDuvGGnMvucT+7mMP/fXfv782NnpcsTfS1InDEe/tx0e82rIyGZuVyt+G5KMIuO+Jt7n+5nsYM7yYay6aR3KS5/DwVwhi0Rj+UJiU5ESrpxn/JxnTDyisHU+VNaGqmOEwQ8sGEQpH2LurkjHjhmPXNGvE6jE4tgA0RUFzaXzzmlNZtmwzP7vjGb59xUlkpbgoLM5j8tAi/nPvS7zw+hpy8tKZMW4IKIL8wiwuGFFsBYaH3NuPM1NKFE3luVdXi0HFxW3FJZqxcOHCj5JuF8Coyqq6fzx//4+dU2eV2mNtvQdaSZ/HpLTSHT0SwwxFGT+hlNJBubzy1jreeGcT/lCYk06aSGZ68mF9fRkPmkKBEDV1zaQkecnIzcLs81mqikdzbN1ESXDR3tjJm8s2o8d0UpIS6O7pZ1BhFieedjpEw+zfV0dvn5+NKzcxYmgx7oxUpD8ASGw2DVM3kN39nL9gKt70JJ55dhkXnDmD0rIBNckvvhUgTat9tW7TLubOmoDmcrDyzXWcdsL4uALgp2O9aQDBT3kSX1mn/0GLBwFaOB1X44kEC94GlEMkg49xEBBH/EfSthFN3YW75hyUWIKV+f//6PwPM3Ggrz/QHlBjVhsmpAVwtk9Ed3YihUkkcwMREUPoHuzdo9CiydbvxX/3AIzuGFUHTFTsoEzlbOrJPfSMj3QVhAwIGxaAUMT/J5EoSPx1AWzRKNbYpgEJJ+t8JRI7Aot3F6+QaOUQdfPm0nXMmjKWpGQvC+98GptN4/4n3+H1//6MU0+fiohnnTJe1tcNk78/9AZTxg1h6qThYNPo7faRmZaAy2m3BsCoKsR0fvfba/G3duNy2DFjFn0uMyeV9NREQuEYF581Q+3s6pEebZRsbmnXlqzYcVsorL/67Uun3by7qvWK+5/b9PtwVEdajJ46eVCCQwdOuPe22xzpCe78sqE5RmdVE6kpCUSiOpqmotg12lu7+f0vH+C7V59K6Yhi7r3re3g8Lv5y/ytkZWzlzPkTSUn2YsbBfFKCsKt0tnWzYXs1Z501E9MfPDDU5ng7/kPvNYDUJcOGl7Bxww6q9u1n5OhSTOPwz3y+A1mgLD0YYd7JU7jNMAgHAwwvHURaRip6r48rLzmBfz34Ouu3VhLyh5gzbSQ2m4bR0XswMIQDCopwMD5VlMMFbCTQ3tUvSkqKmqtqnUDVR52ZdDict//w6+c4p04fYo91+D638zdNiSlNNIcd1WOJV6FYrA1PXjqXXncmT9z/CkLCpLljidW3Y3MeOhvCRGgOuhra6O7p46STZ2D2HX3p3zQlhqbR29bD++t2g2Fy8rzx2BULLJs9KBujtx+BYNCwwXQ0t1NX38yWHftITklkZFkJwmHHDAStwURSYAo47ZxZJCBYvX4POblpJKQkWOqFX/BrXSoKbfXNpKcn4XG7MExLzjkYjFh74FMAACEeAPzPOPTPYgNBQCgLd9OJBPPfRkgRB3EdwyBgYMBPYjWRtB04609BjSb//1X2P1qTB/S70F0d6EmVeBpOxR7/aTSpCsPTgBSSSMZmIorVMtH6SrD5C61q8MA3HNAL+OwBgUAQBVykM5oF6AyoSx6+8xXVcvxDZ0tKTgaHTcE0IRqTKIqGKiCcOA6j14tXEZiqSsQnUW0CKSSaTdC0HireAhk2ARURW4wZa8TlSuWBp97hd397lkAoSnV9GyfPHkvJoJzDpsNZuieW9nii18V1P7mPv9z6NU6cNZpLLpzLPQ+8RmtHH8Uuh1ValxKz24c30WMFBKq1nyt3VvP0y8s4be54NmzejcftEjlZKeIPv/im/twb19e0dvScdOMfXvvO1y4c9/Y154w7a1v9ljeFNb1T4aAQ2FzgDyGfr8fwep++6gf3XLz8ud/EFKdNc6SkSbr6FVRBYoKb99bsIjMtkVuG5KMgufO2r9EfCHLR6dPIzky2MpdD35aGidftZGhxDuifbrTssTQhBNIwcDjsjBgzjM3rd+CtaaCotBgzED5moEBDN9AS3DTWNuN1qowuLSMtI9WqoBgSZ6Kb4UPycdk0tu6qZeLowSSmJCCJUwY11QK22W1xxxpnAEggGMIMx6wAS1FQ7JrZ0uETKdkZzyxZsiTyMac1KDcnY96PfnahEm1qlaqqiAF55s9qitOO4nXRVdPMytfXohsG4XAUt8uB2+OkpbULoShceuFcYi3daA7bAYdl0UQd+Lv6qNzfyIjRpRYT4CjPx4yPFFayU9ny3mY6uvu5/jvnQihyYI6C2X8w0DQCITKy0sjIyWB/dT1dHT2sWbuN7JwMBg0tBN3EiEZRhCBa18asM6ez7veP8eCji7n0onlket1WcHO8BUXiZmX/HtZv2MXs6eNQhYqS4GJvdTNTxg/5TG7m+AuxfxVMKkhhoAVycDecRKjgHaQAZ+cxCgKEREiB4eghkrkJR/tkbMEc5Jel8f+VMIGpRDHdLdg6J1jtgTgw0t43BNE3BAnEEmrRE+qtAUmJNcSS94GQqJEkbD0jUWNe4NCAYKBCYB3jaIMCARhIghgI1CNy/4UGIUMy8lzB5B9Aa381CYlePGRxkBozBIDuUBOprhQs5YqBIC/Cnpds1K1SCIat75QiE9REGlo6ufisOQinxtSRg3nrva1ced5shpYVWi+oQ2zgBfy1S04kJhT+9sBrjCzNI6ckl0H5GeytaqQgJxXN67Ze+IDh91Pf0EZXTz8A/f1BfvD10ynOz8CT6OHm2x7j1DnjmVBeGIzpsUwhRFRR5MRXlm5dfuEJE3+5aROvcJCJC9a74TtADkIU9/l82zo6u8x7HnnXdtFZM8x/PfQf5UfXn0VOVirLVu3grl9fQ0+/H1t2KvQHWLl0M5iQlZGCN8lr6chLGdc6AHSThCQPw9OTDkzx+7JMKAIzHCElJZFRY8vYumkXDpeD7MI8TH/w84ECBRgxHTXRS2NdM/t2VzF0cCE5uZkcHOCkIMMRRg4rYMSYEh747xtIAWpqAmp8AqDR2YvqcdDV0sOK19cQi+pWBUoIpo4vpbAkD8Vthy4fwd4AO/Y1iNb3dzaappmBxeU6kpuKqaqi12yt8QwuTACny+ofh6Kf8WIljXVtvLVsM4mJHtxOOzbNUtWz2zXMmE5KspeCnHSSUxIwg+EDz6GMz7+IhCJU1TaS5HWRW5SH2df/sdm/Gd9TpiFRkz2Eu/pY9M8X6Ozu59S545CRGHogfABoeijQUFUVZDSGlJJBQ4sZlJ/N7so6Otu7aG/vonRIISl5WRAIWXvEH2Le5OH894UV7N6xn7RZo1EMq3VlSmlpHRzHfSwVhda6ZtJSEvG4XSguO8vf3ojbZWf8qMHWPv0Y9P+R7P9GAABY6nYGWjAXV+NJhPLeRWDi6Bz/+YIAIbESJpVQ9ho0XzG2vhL4v5j5H2ICMOx+oqk78FZdYv0wPttxoEWAVLD5irH7igHQnV3EkqqRShSpxohkrkfG9aGVaDL2nhEHAgI4UpUgfuSPCAqsYv5Hb3kpJRrQ2xVk3dYN1O7sYvbcGehuHy+8+CK7d+3ihm9fjx4zqNxXTVZOBn09PtasWcM3v3kdVY3badmcg8tVRmDg+OoIFCWfrEyJx+3kBzeeB6k5zCgfRkw3LIrbB84BrCqAIiXX3XgeCXYNj9uJMOGkWWN55tXV+INhfO1dtLd3Y0ozjqZXcTrsSGkyYlgh2ePKeOrfL9PVG+Bfjyzm9Xc2UVTwplPXdbuUst0wqOjqImoYRtfXT56a+uCStT2HnIoB3AHcKqUc5vf7paqqfXfe//riLXuazn95yYYOm92eN6Q4g56eIFPHD0Wakkfvfh67TaOjy8e08lJWbdjLrn31nDV/4sFpgAO3STeRscjnyjiPlSmqihkIkZWbychwhK07qphos5OenXYYPe1T2QHnn0DD/iYq9lYzbEgx+YU5B4c+EQ+IDJPCgkxI8DB8cB679jUQ3lXL1h3VZKWncNVVJ9NY08pLb62lMDcdR6IbUzcAycbtVeyqaKC9q4/Lz50t77z3ZcWQyq6urq4YUMAAmftw04DGxqa2xi0VvjfS0jPO3b1+mzPB62JUWVF8+NCnuFabRrA/wMtL1smJU0eaKTabUlpWINC0gbIWqIrErgn84SOg/iVC0+hqbqe9o5sTT56B0f/x4k4Ait2qIKgulbrqZt5buQ3TMJk7bSTDywohELYApx91i+JOWwaCCEVhxLjhBDu7qa5tYm9FLbbaZsaNHIItORG9p5/yeeNZuXEfDocNLTcDmtqRUqB6HRCOIvVjgx35oJmmiZLgYeNbK5k5dRyaTSMcjrB89U6+d80CPAku0D+96u3/nQAADgYBgVzcjScRLHgHKUycHeWfnSIoTAvxn7cUYdhwdI1ByAFxli//xfZlmlRiSDWKYtqs4UwH/+HgH4VkYHiFGk5DC1vDT0xAT6xGd7dbnxsICBQdkAjTjuovwNZXgnKIpsBBFovkw/LEA0DDgT8fbqZp4kZl45b1+N0vYnZ7mDJzAquXvc8vf/0zpk+fTkNjPV53Er5gH1lqGu1dLWzYsob59SexcdsGXD0zsR3QvpGYshDFM4S6ph38cOHDlA3OpSMS4aGH3uB3P7mMaVNHYA5MFBPCynZUBdXtRO/qQ2vt5tLrzqCvsp6a3ZVs2VXH3spaSgpSSE70WGAl0yQhwUNhXha2xHiA5LTzm5/8iz/f+zKhsJXRdfb6UbQuKaUMYvX5KwCiKK/Yk/TTb72VJxYuPGwZM7F0A24AvmkYxjei0e61L7+5ZsUpJ82KLlm54/4ZE88nLTlJbe/uZ9DgXBrr23DY7YwdUczwEUU01Lbx5EsrqalvZ9S0kURbOrE7rfaF1bI8mAEacfSyQHzmKYGfxw4wAwblEwlF2L27inFOO4kJHmuIz6cJVAacf1IC9dX1VO6rZVhpMfkF2Yfp+x/8vIiPd+3jnLNm8MCjb5GS6KW6rp2q2jYcDo3X3t7MFefN4JTTZ4Atnu2Zktp9dSxeuoWNO2qYOKaEBxetiPb1BUlISFjq8/kOLZkNmIpVzlLD4fCrP/jFnUNPPXFaxapVq8f85083fGJFW0qI6VZgbtM0hCKIRqJs2VVLW5dP7NqzXz1z5lid1ESTaFTBbjcJR6nbWa163S41bXAOhMJWy4qDpX9fdx+7K+oYNaYMVYiPlTqWWFl/a2sHLqeN/kCYt9/bwqjhRUybMgJsmiWWdJT3bADVb/r8uD1uRk8YSUtdE23t3azfvJvEpARGDR9sYQpmj2HT9hr2/W0RF58+FXdyAn+68xkWzB3HmPJh1nE/xVwL4GM/L7Gy/5baZtJSrN6/tNt446X3WTB3vAWw1c3P5G3+bwUAcCAIUINWOyCY+x5g4uyYFC/Zw9E6bqnoqKYWnz3Qg7vhZMT/z4j/ozQBmGoIPbkCR+t0a1U/SvzokGxdIq21i3/e1l+Cvb8EGAgIajCcHfGqi8TwNKMn1MarBAJFqijhNDR/EWo4FfEBsSF56P+LD78XTXRcAnbu2cG0i3IpHjmGDRs2cM899+D1ernqqqsJhYIMLi4jPSOVjMx0mhtbuPbar7N7927q6uqZlZFOs2HEzzGMYk/HCOsYRowJI0t44qWVvPDGGsaPGUJhXgaK2wX2uFy/YRDq66ezq4+K/c3c9cCbfPvK+XT3+MjNTqbfH2bNpkrOOKmc/PxM0pOS8ORlgNsp6fcLAmFMfxDdMHnz5S38+b5XmDB6MNdfNp+Orj65cXuVqGrsj9TWNyVKKf80sPCPvHBGxfUXvnb9woU8xsHNL4AMYD6wQggxGHgxFJRIQve9/taStNEjBj949pkzYvsrGlQUwaCRg5g4daTl4AwDojoFI4s5oz/A3x9+g8sDIeYsmEK0rg2bw2ZNwjMlCGsojpboto4a1SEY+VR0pmNlQlUxA0FKyooJhoLs213FmLHDcdi1T5XdGTEdNTmRmn217K+qpax0EHm5WRhR3cLFHcExCSFQFHA77Zw8ayyFeRmcffIkenwBtu7cz/zZoznlhHJkMIQZp05KKSkeUkBpbRs7KhrZtrtW3PnrG6KX3XBbsW4YAaze1YdODzgX2CWEMBobGzsfeGTRhHGjhhhjRw1S9aiOzXbkrNkC+UlpL8gyMU1htHYpqmYj5g/y2jsb2ba3JVBRH6netKVhTGFuCgluO6GYQSxi0Nzehx6Lxc48dYLt1BMnYIQiKMICs4aDISqqG0hPSSS3KBez3/eRpX/TkChJbpoqGliycjtpiW7aOvuYMWk4oycOQ/qCmOHopx6XDAd1DGQgSE5+Njn5WdRUN9LV2c2KlRspKc5nxNRRmBL2VDTw3BtrCQTDdHb00tDSSUl/Pg5VAd1AxMGZH7VnpGkxaBACIxYDyZHP2TRRE7xseHMFs6aNR7OpKE47qzbvY+HcsRZO5Sgpoh+0/3sBADAw7EYN5uBpOpFg3lLCio6jbRoHk59PeNCFgWpqRNI3E0uqxF13poX4/z/u/AfM1ELEkveS2PzNT6F+KA5buwH5YesvCrb+wdj7B1t/BQx7P4anEdPeD1ha41ILEk3bhhQxi7cnhYXRMOwo4VSUcDpqOA3FcH7oDiu6ShgoHz0Lt3M5lVVVLF32NsuXL2f27NksXryY0047ldT0RLxeNwDNzc0MLR1KalIajz53HyUFHTgpRZEqJjaiEcAxEs2+mH6fjydfXklyooefXH86kXCA9cs3WMUKYfEIhKJgs9nxupyMHzmYn//pKa44bzb7atsoys/i7FOnMWvGaGt7JnnY+f42Nm6r5oTpo8nNTkVx2Lj9jqf5w70vMXxwLnf96momzRoDbpv44XfuCT/96tpEKeVbwJ8YiIXEbVLKCbu+e+HkQf9ctL6Wg1iAh4HJwG+llAUAmqbNHjt27Jry8nK9p7Nl9R//8vTUny681qTbp5g9vvjtEwhVwd8fYNuGvUyZXMbJs8awZs1OWjp6ueTSk6A/YMkEO21gmHTVtvHGs0sxTZPCvAwmjB6M1+OyKgGfbut9LrNOX2BGdYaNGMqm9duo2LefkSOHHEBYf1IQYOg6akoSFTsraaxrZtTwIWQV51qVnQFZ348IbhQhkKEoZaMHW7PmhSAxI4mi4mxw2JG+IELKwxyFGQhTNiSP806dTFFBJh3dYUdRYV64en/9wCT1Dyb1pwDfxbqvraCNe+HBnxecNKPU8Jbmm/QFNaPHh2GaArB0KGIGArB77Ch2h7nwp/erTrvCLTddZOrhqOILhFm7pQpT9Va98fwj1w4fNXNCzf7m9CHFeSVVtQ2V0WC4b/jw0qRgyPcDj0vNWXD6VGn6w0LRLAxGd0cPPT29nDh/BobP/5Glfykl2FX8vX7eWbkdRUpGjhtKSa+f0eOGYPYH4mJJnx23caAtELEqZ4OHFVOYm0FFTSMNLR3sb2xlxpTRjJo7gY2L19LS3sPlV53Cfx98g0F5zYyYNx4CIYu6GYygx3QURTlc5lhKhMOGr9eHHjNIyc+wZgv0x0c8D1TGAKmqNFTVkZmZitfrQlFVqnbWMGZYoYVt+BwgxP+bAQAcYAeooUwLE5C7ApmzHGfLnPgT8zEAvrgsbDRlH5HU3Tgb56NGkq3f+V+W+T2GJm0BRMwTX8vPuEM/sJaHtgtAoEYTUaMjDtK5sKoyuqsV09mFVKMceP8JiWnzYzh6iaXsAcWI3y8OAJFUm0J3R5CZc0aSPfIE3qp5h7POOJfa/Q0keVOYN/ckxowZj8Puxtcfw+XUmDPzBGx2jaLCIn5y46+I7lOp2LGUQCREkk0wTAMzr4C2fZmyqn6/SE3ycPHpU8hM8SJNSWI8kBjICr1eD4mJHjxpyYwaPlj+8d6XyM/LFMNcDqprW1m7eR8TRg/CluDhmftf5cmX30cqbvHO6r3mo3d9S1FsGrOnjiAnK5UhxVlMOrEcbCqbV1T0Pf/m+iRFEf8xDO4ABpCHCVLKaZFg6DXhcV4M/OMDd+HXQght9oyp8/dW1mbOLku557kVm2NnnHFGJC8v6/bFi1997Ru1LXqK06EM0NEkIDSVQDDC+o37mHXCBC64fD71u2p5c9kWVi7bTJbXTU+fn337W0hO9OIPhMhKT0aqgur6Nppau7niu+cRq23FZv9iX1NCCDBM7HYbI8aNYMOarXj2NzK4tDg+fOmjf1fXdbSUJHZv3UtzQwvjxpSSnpvF/r31VNe1kpToZsigHFISPR99fEVYDIT4cWRURyjWRD1FUfjgCSgCcvIyyBmcC/+PvbMOs6u6+vC7j1wfd59kJjIzcReiJEhwCVC8UAhQqEGxtoS0QFtoKbQU1+IJEiBoQtxdJ55JMpmM+1w/5+zvj3MnUhyCtF/X80xTZu69Zx+5e6+91k9Mi81vLdJq6+q93qSknv7m5i2fNkxsbEC39PSUCx6Ydt3I3DS38ehz7zmipkJpjzzOPHMUqtdhlyvqWzRnfrqJhdG6q55b73rY+cac9at8bmeOKdXs2393MfPfXoI/ZJq/u+OaFUIkrQXWOhw687Zs8uXoWgeYbN29vUdeesrvTMs0EShSWgiHi46mFjZv30O/AWW2GdTnXWBht2rKN20nEjE5++xRpGckg2F8pmT0141D7amOIJqmUdqvhJaDdVQerGX5qs2omsaQEf1sWeFAkIG9u7Jiw25Wle9FF1CQk8aQfsXomSnQ5scIRWxjp5j7pREI8fr7K2ygpwUpaQmcNKqPbYrUuaOPIf/XrS1nzKiBaKqGdOi88d5yLjzjOFwu5zeqlP3/TQAApIIlLNRQKu6q8YQzlxDMm43r4BgU0/HpO9eY14DhqSeUug5n/SD0QGYsYfjfzl8Alt5BJGUT7qrxWEIeu6To38B9ne6DR6UXlobuzwV/7lF3Q4LNSnC2YjnakHoHUokchQdQpUAxfbi9PnqVdaNXWTHgZn/LFsp6lnLOGWcc+jw9ZnJT2qf7od9NmjSJfQkBNj+xAzUcxbAEgUgEM64rEeUJ4dEqaG7z06M4h0H9eqD53Dbz/sgMJlY+DzW1ETUskZuVyjOvfGyeM2mYcvHZo8Soc37HiIE9GTlpiHzj3aXWjn1NDf36Zv/8tffmPJyXmZj8q6tPoyg/k/Fnj4ZAmPnvLGXm7FVy9pKdWmVV9e+xgX0dHN4ZqsC2594rr5lyTv8cjt5PCKDV7XbvbGxqeWRovyJlxoeLfSqs+cPvfz/TkvLDk44fhhYxpOJxHfUmDJPkJB/nnjaCaEs76zbsQlEUBvcv5sEnZjFxTF9a2wIU5KTx8ZJNjBpSwglnjwJg77qdPPHKXJbMXsWQvsVEQ5HPBXJ9GyEUgRWJkBDnpe/AMtas2Ijb5SSrMBsr5hn/72EYJlpiPJvWlFN3sJZB/UtJTE7ADIfxxLmprmthzpKNmJbkF1ecQnZ+OsRaAv8eR+4WD6kof87iJiNRu6Rul+5l18Ics7qh/Tw/3Mkn94gfAzcCFdGoMWrdll0jp79zUEOLe++j+UuXDus74JK1a5blq85Mt8ul8rPLTw7fduWfnWlp6erSNTt5b87SaT/72RWv7aqoyf3bUx/cNXhQ7+4d/kBcY4vff9qZl30El3Pdddf5Hn744UCGLUOsCCGs7LQEV0pSnO/EEb3DBCNO1aET9AfZtK2C3Kw00rPSPlfu15ISxeVg784qNm2v5OTx/UjPTMZoarPpf98SZkQoduXHau8gMSWBxIxkqvdXU1vbyLwPl5Cdk0GPnl0YOW4A8XHbqK5tQnfotLYHmPnRauobWjhlwiAKygqhLUDYH8SZk8aTD84gNyuVgi6ZNLZ0sGHdTnIzkijrWYCq2FbQUtOo2LqbvJwMfB6XrQxqmvgDIZITfXb2Z379EsD/7wQADlcCwom4q8YSzFxGMO/DI6yETQ4Z13Qa/CgGofTl6K1dcbR0j5X9/7fz7wypRDF9e9H2TbKv37cmuXt0yyB29Niv/i0xkAJhOdCCaRBM63z3Ee+yR5kA7H5DophhNM2NZkKfuutRTJf18gEsZ1KFEgnHYYVSrQLVUp0RhKXG5II0g33zPYhd/fBGbYGtSoEtOqClk+5R6F1UzKuzljOob3dGDC1FGocpVzZFTmBFTenKSBAuJfuAqrv85Xtqe+x+5G3qm9sJRaK8MHMh68srCEQVtbWlLa5facnad2fNjpZ1z+PvT7/Lpm37+ctvL+XjJZtYtX4Xu/fVUr5th1fTmGsYdGCXtqzYKbcAYzRNy0dV5v/krAHDnnxz7QoO98Li01KTr3vg95eq2Ske9bQJA377+3/M2lS5f09pdm5BfH1DayQxL02LNvsRii2Z1Kll4NB1CrpmYXQESctIprG+hS3bK7nmkhPIzEhCUxTyinPoUZRNZloiZlObjYYvymbUkBIWzl3HyNF9AYkZiqLqX+z4dyxDURSsQJC0tCT69OnOhg3b0Z1OUrNSkYHgoQVZxixStTgva5dvoL25lSFDehOXEGcrGkpJRmYyZ5w4mO5FWfz5nzOJGgbCoSNDkWNiK9tZ9o4YJs2tQVFYUGDWNmye/zlveQegubn12vseevnDiRMnRj56952ViX9n4iprq2fuI4tqCdz/0HEFySds2PrECRU14c3Ll3/4N7DapZSvCSEksDk5Odm89e7nPvrpRWPDpx/fR0lMTv3xmaeeVPvwww8vzsrK8lRXV1vx8fGeaMg/qqqqPrdblzx54tmjVKOhDVVXqT5YSzgUpnTUAMw2/xei/qUp8XiduN0OamtbyC/KQajKd6IjoSjKIZXKrLwssjLT2L23isaGZhbMX0lZSRG9j+tL72gEDDuJ37brIN4kH+/NXUPCqm2cM2kYzu5dmPnkTJwuBydNGGhvBFSFsh75vPjqXLIzkkjJSEKGoiheF+s27WDC6MEgFLSMJP7xl1c4eWx/HE79U2l/pmm3TrVPSVKtf3v9/xIAOJQECMOL++AoQmlr8Re+g6dqHGoww0aeWxpgu9gFc+cgDCfOxr6xHvP3fQI/nLCEhemuR23rwvdDhfxslH/neETsJda/6fiGMfBInYbZgpaFThCwW24k0ZOJx0oXVUEUs3CbkB05qA2pYocqcUr1sCKbqhH2SwxL4hGAkLiFQbjZAUq8NFWnCIaibNxawf6qekaqAmEePU7TtLC8Tl58bo78eOXBg/v2H+w2dGj/J1atXHvxEy/OdncvypYnj+5rXfu7p1VTOm4NhfyJL86Y+czIISVJ7f4g73y0mu0VB7n6wglUVTdy6blj6NIlWww55Tajprbhp8AS7BIwHKb6XW4Yxvgm6VufIPw3Ass7Tyk1NfWMsSP6FBx/yiCL9gAlg3sahflZJTNmrbgzIc6hnzKhn2H4w4qiCNSkGAMhaqLEjFPMjiAoCl16FhBsD7JucwWXXHM6NLeDYpvldCsttIF/hokUAqGqDOzdhbWbdvP4g69z6sRBZHfLJVLXjKprdn8WeYgt8G2GoqpYHQGy87MIB4Js3ryDAU6d+MS4Q9azNnNDZdWStQSDIQYP7YvH6z5KztgKhIlP9DG4V1fyclKYt3QzF2Sk4Hbqx0x2WCJxFuZY78xZq+zc33xvbW3tPD77Cxib0PArQrw4e/Zsewy/CENuSR73lQTd26+O3Dd4/pTh48aN37B6zvq+gyas7VQlnDx5slpaWiqnTZs2W1XVW597c/mfkhN0Z2FOyikrV6/Lnzz51CkzZsxapiiCtra2dFAeOeWEsW1TLhgmCEdV1anT1tzG9l37GTF6EFYk+oXleyXW/29u8RMMhEnvmoUVNb9TEalD+IBQGISgqGdXshqb2V9Vx87dNkNnUL+euBITcLmd9BvQjX5xbsqXlbOrooaXZy7iYHsALWpw3SUnojk0rLYAhmGSVpBJa1uAQDBCKgKcOtvWb6Nb1zwcDh0tLYlnHnkLn9fN4P7d7GTpiPK/aVo2lTlmCSxb2jFNC6GIQ+JHissBHN50/C8B6AypIIVEWE5ctcOJWE4C+R/irhqH3pGHqYRRLSfBrCVYjnY8+09EmM7/gf6OCLv83040dS2ufafYl+UHUxmxF4wwAcKyFReJ6LgPLSQGBinorGMJ662npTdYKPO40EwnVQ0GLUVgiixU0dZhondI3CHUCOITEGslJjMUldAPSYOls3WbQVTxC7+MsHNvNWefNJSMtETCgTBOh3ZUFm8ZFrrXLR55/mO5bNWmMPCb6y66/JX38vI827duPP/W687Sxo8fID5esceYv3xLVm1tdbe0RMfIe2/7EaFQlDZ/iOMGlzBxdF9GDSsjrigbwlH69Sq2FrT5vcFg8Mispz9wKnZLYBOkq0LsEpOnljpmTCuPACQmJvocDtUwm9pUKxwVSjCkTZhQRr/SPCMaDpDVM18jYkDU5MV/fUhjcxujh5axdecBunXNZtCgHuBxsXPNdj5YuJ7zTx+J2diGjBiHJGwtf+dVjDkZhiIkxHs596zRrF6znUee/4hzzxhJ3zH9bJBUJAqaBlHbY17V1GOygH5WdGoEdOleiN8fsumBfXui6xqqpmFGoqxcuRGkZOjwfjidjk/QBhVVwQhFwOWkMDedNz9YxfEjepNfnGNrT3/DsCWC4dbr7xcfzF8fDAQDZZ1/+oy3dCaBwpJSHTNmDPPHjrVEk+N5scXoRYI8LbgjVD385nF7hRBP9x00gYEDB+pr1qyRwFGugg0NDX9e3hHcHgkGssaMHHCBKZXRmzftnIUQr1qWrNd016ArLpiYdcvPzkrvmhWPFYoKfyDA6vVb6VXSlYQ4L9YXGOxISyI8Liorqlmyejujh5dRmJ+O2dxxTC2cv2wcxgf48Xg99OzTnfrKGhoaW1i3YTsOt4uB/XqCFESqGintU0RpSQHr1u8ifl8NI4eW4otzH/oeaJqKbOng7JMGs2bTHhLjPcSnJ1G+Yy9jR/bHnZvOU/98ExW4ePIYG+RoWofSO8Mw0ZLjQFN59O+vk5jg5YKzRqOleiEYxmgPIgTs3rYPyDp0Hv9LAI4MKQ5J9zrrByCiPoK5c7Hq++Nu7IM/fSXRuH149p0cQ/z/D/T3iRAWpqsRLRpnq/99z+WRw6udDWwXKGi4UYWCQpROGSenhG0s4gNulHVilYSfiwoS5GhSwyXg0oUlohIsTWBqEI3BEdR/m14lNgPQBFKl4CQBil+ygdso6JXF/t1Ps2rDLlat38Xwft3A5YjtAMEwJUqck9deWRrYXVkXcvgyH4gG6t+46LrrkLL5t3l5vUZ165KVR1qy0tHRLjdu3vbzO288n7NOHib79O4imuua8XgcDO5XzD+f+4ChA7qx5PkPOX5kL9ra2jVN03I47N5tAb8AfgI8AHQpnVG6r/qcPe+nlHtOkvCOIoR1zgUXLFz04Zua6nSYMhJVpSkx24OkFqZoODJlcF+NWLp2F7V1zezeW0v/sgIqDzZQkJfOgepGtrw4m/aOIKGIwfgRvRgwqKfNkz5i0lYEoKm23WrAxiY6dI3uPfPpXpDBgqWbWb9hF4tXbiUjMZ4BvQqpqmsmPyuVggHF0NB6SOr12wpFCKxwlJ69urFqxQa2bttN/8G96WhqY836rfi8bvr164mqashPc66LKf4FAiGaW/x4XA57l3aMWhoSQUtrB6+8toD0tORwVXX09Wg0OhioAQ7w2YmABIwFCxYgFiwApoXlQ/K3PM+LLHSsmjx5sjpjxgwxefJkOWPGjE/1wpVSikiwYybAglXb5k2aMKJw48byLKTMzcvN+v0NPz6NS88fYWZkJqlRfxhNUaiva5BxcR6R1yUPK/D5xjoSQBFYhsmOHVV4PU66DeiOUduE5tC+EQr+m4ZQFKRlITuCpGWmkpaVRlWljQ+YM3cFPboVkFdsq31ahkH/oWX0H9kHAiFs22UFKS1QFKyoSe9hfXjxrYcZM6Iv5et30aNbF5K7duXxB17C6XJw8TnjUDXF5v3HaKBG1ETPSOK1F2dTW99MnMeNy6nz/KtzCYQi9CstYOjY/hAx+WjhBjJ6/i8B+Jw4jFt3tHQHqRBNWU80aRtEfLgrj0cNJx1SsvtfHA5LiWDE78FRNzjG/f9+F38FcNDJ5YgCOlFcRIWLiLR79LbrjUGK0NgjllInVwldZgqD02kgVV9KWEbRwz2QDp9E6ez3dk46nzV/K9gE7AQpOFERSIZRWf0hF08+jeqqA/QrKUTzOJGGETPIERjhEK7M7MD9Dz2v1dXU3ijgDQmi6+TH4oVI2tu1qFvLhTf8PX/k4B6cNKaXOnpINy770QQLh67IjiCbtlXS2hagf1khtXUtfLxoI4P7FpOWksCNV01Srrjp0RIO7/zA5vnXxS5TZBrTrMlK6boEy/MHAW+PGT1am/3ee6eP7NfNwjAEUqClJUBTO+++tpDK6kbh87pISYwjOyOJCaP6kJ6TSnNtE0nZqTRVNbKnuoHduw6wYet+BkwYiFlVf9RkL6VE6BoN9S3srKhm+OAesclNYLX6UXSNMWP7U1RRzc6DDVTuqeZfbyykpCibRSvKKd5SwegB3cjMSjnKcviYhxAIKdEElPXuwdYtO1m+eB2WtEhNTqCkpMi2nI18um2tBSiaRt2+WqKGQTAcxe1yIFTFTgK+4bgVAS6XzswXfifPvPxPCdFo9GUgF/sx/wpLpBRcLzqAVQCdO/3PsBI+MuyWQqRj23vvfbSt85e6Q1cam9vuzCjrGe4o3+7xJcYxb+F6HnrmHfHaE7eDrhJqNVDVw6qImqoe3dqJPSMdze0EI1GKCzNtGWFV/V4X/84Q2EBBGRP0yinIJjMtmYoDtdTUNLB7TyUD+5USlx4Pai748sFlU0EtS6I4HQjTwjAMTAf0GXIyVaEcXOn5dOvTh4f++heS88dw4Yl5yFADRsRmdwpAdTrQM5N57uGZOHWNsu55jBlahlAEazfvocMfoq6hjQfun86gPkV4va6jxv6/BOBTI1beUQycrcVINUxb73/grhqLFsyIvcQ6DA78X9hbyhgH37fj0tj1+QZc3Ni/X+f73QnoC4BZhWn6EUIXutJCmxIQjUKzClB9bSgp76Mrbqz2Eaxsq2NrZA8Cj0S5Gqw+wsAUNeiOVSjhdAwr8SsaOyjYXLs4S+FU1eL5ht5s3b2Cp+6+lO5DSiDox2wN2oI4ZhRXcRYP3fuattE5XPKHDSfK/XGjmbfzF3tmdG8deDX6wOadpz0+Q9m0fnNFfNXqx4jvliupblTMGDWtrEceB6obGTGwO1lZqezfX0thaSGEIuQW5chrbn9CAkVAHLAe+BdwL9AKVAHU1aVZialtNVf/aGDq4y8vaE5LS2sM98qPmkiH5tT515Oz0FQVTVEoyEklPyeN4i6ZON1Ou6cfDJOUkoDVHiQ5NZ7kggwGlRRQ39TOI/e9wo/PG4dLVe2F/5BIijjinh9dNpemCQGT3Lx0csu6EDhQx7bdVeTnZZC+ZS/L1mwnOyWOzMJMrEjUplQBpmUhLXmUk943DSEE0VCE+Mw0RPluZn2wkPPPmUDZsL7Ilg47AfmMMrYQAsswyMhLo0dRNpu2V/LhwvVMPuM4HLp2aEf3TcLrcTFgRIkYP3qo/8UZH9xhGJHfx/6kYhelvsxZSqQUnIfCDPFlexOSw4mlMnnyZLFnzx5lzZo10T179t/10NMNvdKS48+9cdqV4cYN5cqfHn034vKmGGdc8ce45KR45ZbrzpQl44ZZGAET01RoatdkxECo4vAEoCo0twXoCATJTCtEMczve3/xiTjUFgiGUVWF4p5daattoLaukfLtezA3B+k7roTd5TVkZmaSnpqIAKprG/F6fcT5bG2S7mUDmL1kFVdcfDYvvfwhPftPYMiwYYRaVuJyO9AUl10xsyx2barg3SfX4nHqXHDaCJxpCdAeBAkDhpaCqtBW1YgQgi3b93P2pOHM33HEmKWUctoP7EL+IELETB60IKGsRYhoXIz+V4O78gTUqPcIcOD/QmA7/wULZxK39aqj2RNfI0wiSCx0XF8xCbAJmS4ElZjGLFSzgYCm8qoI8axicSZovyQpbSbdC26isdlNa0sXMlJ99CqLp6pqCYuW3YplXYQqophSJwki5whDKZaa1lgwC70jL+Ym+eWSHBNwYdGqmLwo/0rJ+OlccMbxFKSnMmF0D/CqhNsTeHzGYu76ywvU9XnFEPl9NGkCCcwSB6PVJIfTZI1v6/ENg4uXr954Su2aZzyOeDdatLOCYKuKvfPhSiaN64/qdICm/19DjgABAABJREFUYgXCgP234lE/C+2pOPg04AauBFzAfmxa2AXEVt8rJ/cv0kxlzKOvr3laCFLLenat3bz079Zd97ygjh7Sk+SkOLrkZeBN8tkI9piwTeeifuS/UgjMqMH0WctYsmYHD987BSMQPuwJ0HnXYja3Ngr8k3dcxlQDFYcGbhck+mjeUsHbs1dz8pi+pGelYEVtSp1lSVSf2xYZavVjhKNfGSfw7xKtpmmCEKgOB1u37kRISC/MZvG8tSQlJzFqeBlI+blqgZZloXhc7N62n8dfnsOqDbt4YOqP6dO3yAZBfsOQEkzL5GAT7QMmXlPb2NTSjU8KAenY5bDvIoQQQkopszMyMv557mkjzty9YzdzlpbXn3HqiW/PmbvgyvRkX7RX91xVaELJTEslMy2ZS84aEc3vmqVH/WGcTs3u/zt16g42smLDLnr3yCe/MBPxbVZ8jkFISyJ0FTSN+uoGag5WYSb0R40r4K23ZnL+eeejaRqr16xmy+bN/PSGG6jYsRnNGcffHniQpsY6tm7bztQ7prJ67Xp6Zgl0JUggaLsrKgJSk+PxeJyMHlKKy+O0vwNCOcTEAWn7JWgq1ftrycpOY8Zi+/ZPnjz5fxWAT49YjVeqhDKWghS4q0faevbpqwl0fR33gYno/iwsYYD832U01RDRlE04q8bbs803bI9YmMgvu2mJRQzjH2twWxio+KlUgtyjIhYCVZB6Cpn962lcPpXCVC9/vuNCmmqq6Dukr1w4e7m87Y9JQtJNCCSWUGJCQaCBsJemrz7hqEAIQZKlc6H2U174uJTbN7+Cx/kI55w0np5DxvPRomXMWriOYOqfEHt7aXKjJSlULDI5Vf5BhzQd1nHm5tc//shanmU+/cqHXHv5qaCrYNolc2lYnHbOWGjz23SlqA0wsivMAofuFCBOALk5NrQgcAOw9YhLSG5d/N6qNP91MU2fQGNze/vjj3/g7tMjTxk9pr9AERCJIsPRmMOfOErX//CkLFAcGi0tHbS2Bbj0rFHMfGcpvXvmU1SUgxU9bAMshEDVlM/sqQghIFbxras4yNwV5eyvqKF3WSHpBZlY7XalWzh0VLeLpQvWU76jkgtOH4mvMBMavwJOQMrYTl5iGhamaeJIigPTpLqikg/mrcWQKikZVezesY/tOytpbG5n0vED0T8DkGab3SmE2wI0tnTQ1h5AWrBh6356FufgcDm+tpzr4WtkX6f8XK9PUVBdLtfI3Nzc1bt27ToD+BAb7PldLf4AUkophBAHU1L0X8+dtzzU3BqoNwzjw3fnLOjIy0w50+MQKZnZBYSFd9fcFRse3rt/eWFjS+BnD9z3E7/ToXsjje043A5k1CQlI5lIOMr7c9dy7S8mY9Y1o37H+hBfJYQiDhlepWWmkZbopNHVhXWbali8eAlXXHElb7/9NgMGDCAUCrN27ToKslNZt7GcK6+8kumvvoTHG4fucNLQ0ETficNw6kGMUAhV1RAC8rJTySzMhFAUaZhHMSnsNopARg2IGmTlph9SN+yM2Mr1fdC1fsAhLBSpEsheiKV34Dlwgo0WlyrO2qEo4SQCeR/gqhuIo6lPjAkA/1+voQBQI0QTduA+MP6YgCM1nMCXbwFIJDoCP7VECZBPIbpA0WhDsAFFKccyTyJhwDX4it5jghrmtl/eQOnIUnB6ee+5meKhj/eL5sLbEM5+UG8gQ7ZIT1Si7gIzGYRuCwx/5VARBJAkGXFcrpzOW7UllOPm/qc3kzBzAy31Y8F3DSIwDtkCqRFEsM1S/QcVK/7FjUS33U7o4YdErVo4ckTk7433PvZb7wljBijdi3MOHUMIoCNIp1ytZXUueLaQydCBvSLbd+6Nk/IQeUEAr3xisGMXIDYNWnfF5EE9np6xendHKHLloy9+9MrapQ9Io75dqOrhRfvfd2BSykP+9QLAtKiua8G0LAYNK2VH+V7SkuPBsj65e/siQJwE4XCwbU8VB6samHzJRHyGBZEopiXRfS46mjr419Pv43XpdM3P4JF/fUhyWgInj+pLVm5ajLpni8qoivgE9cwWjFII+kNomoIr0Yfqc7P0/RW8/u5SjEiYHj26MLhnIUJajOpXTE1dPdPfXkbv7nkU9SnCam7/FKEgm29iGSaPvvAR4YjBpeeOZuTA7jE617FpZtsSGIZMTU7U6xv2bqrYszs8qKxo2YYd+1pN08KyrItLS0unl5eXf13P368cUkpxypCuwuN1zbvzoSefV5WC4PnnDHQtnFfxc0N3/8Hp8z3z8D+efSohIf5gqMPjnbdyl3LFNX+//tJzhgXHnjXGFdxVJVweJ6quMaB3VxatKKd89XZKeuYjw2GE+OFisTqTMhmJgiVJyUhnqCef8ePHYxgGO3fu5JJLLiErK4ulS5cxcnAfXN4ECrsUUV9TSZeiHixbtpzCwkKGD+qF6g2CZdj4KglEo8iOYOxYn77+HGpNhCOx/3/4WYslAJ2//P+5gB0VwkCRGqH0VZjeA3j2T0KJemOLvH2NHC3dUUydUMYyTFcTroNj7Sv4Dcve/8lhOVpRw0mx//rmk5n4Cu12iU2/C4FViceoQ1cOCCFq8CthVgopdyHNU5FZz6FEN7Nv+i/wJeloGjTv3C+n/e01sW/fgRat2/11yoXj0uUKElkD8gCw1yIgFHULmN1BpnA0iu6rhIoghMRnmZwkulEmHpArjf3sq0MoogwZANrt1yYQxdNuIfTXlJTp7xDd+S71jz8vo72qvTsGXxkaE/248dY/vpD62mO/FugaSoxLvnHTbsp65KM6NFSHdlRpubhLfhi77N8pA3xYV/mImzZtGsaPJxsf6KZ2uZT8RYjWdwLBJFFf2RaNd0qninqoxG9ZR+vSC4eO5nXZPH8hIFaObGnzo7iclJYW2txl86u7l9nfPklSfBzV9a3UVjXQdXgvzLom9IQ42ls6ePXtxUhpMen0kaT53KRkJrNs2WbWbNrDqblpNj4kwYvqckB7ACMQQothEixLYpkmelIc8z5axYIVW+hX1pXqumbmL9vApHGDGDSsjMKUeDKyU0G3EejdumaxeOVWZn64jMtS40lOjPsEIFEIQdQ0caUkoKoKOysOcuPVp9G1Zz6EI8csAYjN4cLnjYueeeopt8+c9ZF79ZbdEWzy9yyHpt5UXl7+wuTJkx0zZsz4tpMAAchrzhqe3trmv+RgTfPjQuQHJ4P63HMLQqqivFjctWvkgYee+8UDDz13EHhKiA5/fX3uLWuobWh7fsmdlfXNxiXXXUBoV4WmqPZz5/W4SIvzICwLS4pvk/xxzEJKC8XpYOPS5dR0uNi2dSt1dXWcccYZPPfcc6xbt5brr/8ZQlEp7FIEUlJZWUlpr37k5uby7L9e5IYL+pEpNIhpEABHVd6+KD7tdQqA5Ww+hqf6HxzCRJEa4aRyIok7cB04AeWQxv9hsJIUFlp7F9xVE5CKQUfxq1h6h+0+96VxM/89YeodRNLW4KycGEuUvvskSANaQa4gjsUkK+9IxHIWiQ75a0jqg5XSC4f7PlrK/8ilIzK47++/JDHBQ2NLh5y3bBML1+3ZU73g70v8T95aE6fOjLqz3pF60l7UBAUTiB4jTxoFQRiNZGnR24oTp4gy0U2UGVIgMU3kSBCDIxyIV6nzOgkFnuTlf5RywjnH43r5GSnHnyAbjqtOqSh+xNy9rz34+vtLUR0ahpTsrKjmrn+8QSgcxd8epHzLXhDEKIYW6zZtc0gpgxxOADrjE6tPfl1CMyqpsTaA1REMXX75DfdrzvREaRgWhmkiNA01wWsD7gAUhb0V1Tz60Bug65iWBFXgcum2g1mCh4g/+LVL3bYAS5SS7jlcctZxzPt4LbPeXIRaXMCqlVt57tW59C8p4PIfTSAtOZ5oOErf0b3pkpvGyvU7EaaJ6tCY+foCpv3mKTZt2I2WGE/UMBGKbcGsF+WweN462jqCXPqjifg72nAIk9uuO5drLz2JocPKyMhKgYiB2RZABoI0N3eA0Jm3dAsH99XYinGfcoqKEAjL5BdXnsIl54wlOz3JLs8es8U/do2iUfHYPZc5Vav9lofuuepnT/7t1zfd9bufT+nZs+ffI4ZZMmrkkIdnzJgRGThwoP7Fn/j1hwLIGy/u47WUyBRFiukvfrDpwOTJk9UZNixGmJbF9l27XlcUnlBVtRgolvJctbp6TWDDhnW/193JN738xjrtD795SHP53EFHTpbZ0NhGU0sHacU5mOHoty4EdazC9pcwycrJJi09nauuvpoePXowevRoRo4cycUXX0xZaQlOh45l2vTks848nezsbE497VT+dv9fSEpORDFNFNU2FjoWltkagL/oVeK2XgP8/93B2hr/KtG4fURSNuGsHYYWTP10U6AjjIRc1ccRSdpGR9F03AfH4WjrYvPf/023/r87JIa3Cm842S7/fw/nLbBnlTZQAhiK3TDeAZ5sIAfCz6F0uLAaakjJmciEkSWg68x9cpbYtb9OOh1xmWeNMr1x6r6cnU0VarsixTbZzm7rVpBjUDERxwgyowBRFASSLCmZiL2N2YmKcEWQpgOtbCfe1lfomWQiTAetHa1oNV0VHrjLUHrHqWvbfCmXmI80PPjEtY5o1FQvuvQkkZGeSJ+SfBDgcOpcdfOjPHXftXTJT5fO1ERRW9cgsPvAeV80xvksoLvoN/vKc/qOfer1DfOrqmper6qq/df9f3099KurJ7nwuqjeeYBV63dx+qkjIGpXGhy6hs/rsk8yRm/zuV1s2XmAd1/8iEknDsH0h7+WW5sAsCx0XaPv8F6oisKr7y6lZ5+uSKChuZ2B4/pDWwfSH0RTFYyqRgYO70V1fTO33PUv8rLTyMtKYcKYvrz38Vr2VNZyxnnjaNlby9rNe1i/s4pIIMxJY/qgmiGOG9iDoh5dcMX7IBjCami1JY9j0ruWlMQneBk1pIQ9e2t46pWPmJqdQnJW+if0DtSYyFFZSQHdumSjawrCOLYbBiEAS9J/aE/1Dw6Vku754HJLopbv1NFdBj390of8/ZkPrr3sksnVzz0/4w/FxcVOAIfDIdPS0qwFCxZYwNfJ0AQ23OWQz/bkycPcreHIhQrW0kffXLd58mTUIwSEZGy4lmXxLJix4toMc/LkyaoQwnQ6HX+94rIrty1bte0Xl//isQnFXdMYWlYYHty32CFNU5imaWMAvkN56K8bQggwLNKyUkkrKIj91lYh6du3LwDRSJhg0I8MmyQkJtOlWy9s9VmT0aNHQdMy6Gg6pnoXGoCrZjTtPZ8kfutP/n+WsTsR/3oH4ZRNaK3dcLQWfX4vWyp2V8904WrohxKJI5S+HMN7AHf1qBgk4L//WkphYngPoLd05/tuIx2euez+rmkBmT7oeQts1bGaXkexgmzeUUX11v3EpyfhD0bEfbdeyLCR/bIL0lLQHdBWV4fhyJY33v1HsatpPSJlDMZeqR1L9FQn5c1AkAXqaIk0ibJni4N4fSqKnIlTqaQm5GLdpn3WvuoWpa2tz0L2dB1t1YCSsln/aOy4uClJt4TfePcRb0VlPbddfzY/v+pU3E4Hiq7y+xvPo2evQkhOMN589j1r/8F6Hfg14OcL+jQLFmAUnR5coei+m4BF8eBqQ0bufeQtslN91NS3EO9zk56SwD8ef5tLzh6Nz+smIzWB808dYcsBaypGMMz6rfsIdITYvr2SU04ZgZSfZlH/5S+cNC3Mlg56DS0lGI7y5z+/RJfCTCaN6wfhKEbYOMQyUC2L1KQ4zjppKN27VBLn89KtSyaulASyclOZ8dp8dt37MukpCSBh/OASWtraaKhvIDc7jS49CnC6nFjtfoRQPtHbt+WIFYb2K6agSzZPPPU2v7rzaf5w22XkFmbZIjdH4gw6nQadOkjr2+GxC4HVFqCkb7EkGBYE2gWq4uw7sIi7cy9kwnG9+cXd028/7ZQTAu+9P/uvkqM14gsKCly6rn/qyHJycswFCxYc2QUTpaWlellZmTljxgwj1hoSU6eOUau3BUZISzEff331x9Mno5434xOoXikPTxiNnb+cMWOGGQMPykefePTdRx99dNNNt0zrW9I187KP5m08Z1CvfO4oyCAxLw2rrhXF8cPQA/jckBJUB7JxC0LdbTNCFGHrAHjdLJy7gp7dCkhK9iENyfo1+2hqamH0iAFoPjdGRxDF8h9z2WMNwNFUiulswF/0Ot7d5/w/U7g7AvGfuRQl6sXZ2PtLSvweIRrUVoRqeAinbKKj+BU8e89ANdz/9SwBqQUIp63BV3F2TPr3+9v9x4HogWm2o5thqlTBXGTmMOhRCuUK0XBLjKFgkZ6XzvKlW4j3OJk85TR7Mg6EwZTEDyhl6fvrwuujA0wGHO+Wu1EMRRWRb2G+FtiYgnxMkY5Kk5xDsvMFOhr2EJBeHv7bFCaOH2A9+sLHSsKqZ+5r2PuHa4nwnixqLKgdHfS9u+eytvEl61pnvPNm/A2XTxIJ6YkQjiCjBsefPs649rq/RDv8IfeyNdtpb/ObwMwvOzZvxIwENaJSSuvUCaMSV23aqvUtybWSEryUFOeQkODD49RZvm4H8XFelAQvhCIo4QimYaDoOgcONLBi3U7u/f0VeFUVAuEvNHz5MqE5dLZt3M2Grfs4a9JQCrtkU5ybBoHQURRDoSjIjgAJiXGMGNPPLrdHopitHXQtzObyH01g3qIN5GalMbRfN7bt3IPHKejSoztpKYm2tkH4s3Xq7R23XZXIy0nlFzddyO2/fZx33lvINVeeYRv+RKKf0AeQ5jfn/X9eKIrA6ggKG6ipIE2QbUF8CV5OO3ccSQk+1+U3P/NbS7gHq5piDB/Ud4vu1jf269V97T/+/kR15+eYlkRVY6VmCbt27aK4GCcUA5CQkGCtWbMmUl5ejqqqk0zT3DVmzJg9teX+IssyB7ld+iNTp05Vzps27bOqCkfiUA79d8xsSEgpxZQpU/Zrmrq/26BTV5ttbR+2RKxfnnf1vSU3Xne2dcKJgxWjLfCpxjc/rIhxlIx2iLbaBbLYT1Ojn2j7AdwyHt2yd/x5KRKfqjJ/zrukpCbTf2ApKCpWxPpU8O3XDc0emsRVPZpg4SxCGUtx1Y44JIn7Xx8xxH8wawlSC+CunIiw9K9w/odxAWogC1ckgWjCHjqKX8ZVMxJnSw/bEtd+0bd2Gt9bCIl0tqIYnu+t/A92AuADZaitKWauJoEwU1VFZGJJSDjpKgoC+2h6ezlXXjiR+tpmqmqbmDBpKJY/aDtvqSrhSBSX283iefPYI0eF1e69dLNcOoj1db+NjYYNYrSw0MlM/Ij6xgYkcTS1tqNpKmvW71ST4t3sLX/gN2mb7trf1HOL1zyrv1Q9QqypVkR8+YG99Q0tpVHD0GTUQJoSxeXk5lsejz76r/fDIM8AosnJyV9p6508dFe0Zmu/d8YPKZ46b9WeUxLjvYpDU8WY4aW4vG7QbX7xeaeN4PY/vUhZjzzKuuUxYFiJbWfaHuStj1aSk55EcVkXaO2Az+HJf6lrFaPoRcIRNm+pQFUVJp1xHBgWhCKfWg4Wii2dKjuChyovqqpgtfvJSEvkggsm0nCghhVrNuJyOeleUkxivM9uaxjGUZr+nxeRdj/JKQlcfdGJzFm4ltlzVjJ+7CB0h/4JfYDvArj275bCNj7AQDa3cdzxA3npQUeiaXL+tt0HWbV5f/jAwcb6Dz9ccNDljqsLRwzTMC3LG+eS/vZgCMIWqB2TTjj+rTnzF35gGLtQFQUpITU15R7DZFBba3PvXqWls2/pU3XVG1UJPzFM9e//eHFlG6z8dy2CT4tP+7sE5NSpU5VZs2apLz7+eHWobceSkeN/9NtNG8v5420XS2FaiB/89v+IECoIza5kGRZqko9V89bQp6wHvuQUW09DKKRkZpGSbuGLi6exqYX331tG797F5HbNh5AtK/xF5klfJo5gAYDrwAT8XV5HDWaitXX9xh/+gw9h2ot/xkqivv14901CGN6vl/x0tgQMD47GXigRH+GMVUTjd+PZP+m/kiUglSjRpK24aobHdtbfb4IjgQRQh2OB9Flr6K+EKhG0v4bBw7IyWCGGluYzf+lmyrfu59qrTyXZ58EKhFB1lUjEQGoK+zfvs/bsq5OO7AwR1VGONN349sZuT2Lh4D6MqB8zqnHnLyeTGO8lOyNR3P+7i1m+ad+wR56YOazRc8BUMkuFKcDrX6rN+3hOis9tGKmpCVrnytLe0i7nLd2ou1zOE8Lh0GIpoamp6bOPL6UoKyvTy8vLO8/UnDYNA9bv7luSf/P81/7gjkbC5GWlCleGPVHV7DrAmx+sorXdT25mMiXdstm6+wBrNu0hIyOJXRUHyc1I5oQJAzEbWhGCY1PC1DUaa5qIRE2G9e8GUROjI/gJcaEjQwg4EsdpWZZdznfobN2wjYMH6+hSmEN+Xiaa03HIye/LrtRSgsPpACnZvbea3KwMXE4HO3ftp1txPpquHVOw39eNQ+6ErX6GHNcLhJDDBxRz0thmZyAQyQ2EIrmhcBSJpK09yPS3l3LFpScQDUY5UNfKP57+YJLTHVeuGEYk5G8z0dyRwvzcU8qKUnxb9zQ0jR418oU39i29XUrr6WffWlc5dSrKtGlfC1NwKKbZ1QMhBHhTBxZMGNE9b9nrd0f79yrSbdW9/7Q51Wac4NTZuqac1NRE0lIT7URG2kojMmJT9jJzM0hNjichIZ7qg3Vs3rKT0SMH4klORPoDMX2Jr/+dOqo2LQwXnsoT8RfNwLv9chTT+d/bChAmQqqEUjYRTdyBZ+8klEjCN2x/HE509fZClKiPaMIu2ns+hWf/JLRAVuzz/zsAglILEU3egG/blfADcUW0xfMUdTCGiAiFzVXvEYwsNf16Jv7KeerG1hQ+WLqZ2356FimFWUQq63A47cnZEe+F1Fxj1j2Paq/Pb3hVfepKb2QT5yJVC2l+618EXUBTa4in//pTCvIL6FOcgyIUVIdKfm4at9z3KmbUCqkl3ZzRvVV0X/Uxda/f57rjpgtTn/zXG+Ztf3zZmnbTZAULdFWx/P6gGgqFFkNMVMHuNnwCdXb11QN1IYShKCKi6ypG1Fa9e/TRR/Ubb7zRXVvf6n7gyXeiLz5wgy6RPPHwm7S1B8jJSGbs8DKElHQpzCAaMVi7oYLNOyvJSk/kxOMHUpiRhDfBa7vjHZNtr8AyTRy6hsftIBAKI8VXk/s1DRPV5yHa3sGS2etwaCp9+5WQmhxvdwMjX22sUkqEqtLY0MqbL88hJyOZwf274Y7zsHzJGnRNo1tRnu0c/v3nAECsRdAaAKRQVJWs3DSJImxlR1WVqAq0B1i9YYcYNrYPBKMQiYp+PbLzA4FwPkBLux8pdbxuIafe/3r7tN/c/OLMF+7NU3Tvx49PX7Z18mTUadO+oprXp8TUqVMVQFZX7+25bduOW04/vpcYcNJQYR6o/1pg0u87JIBloQio2FvFsIFlaC4HHAEIPZK7r+k6uYXZJMZ5aG5tZ826rZhSMnbUIISm2k6KX7Mt8InmtBpKxV15Ev4ezxC35br/TiBbJ+I/vsLewVaNQg0nx+h+3/SBOqIlEEpFiSSiBjMI5sxFC2biPnD8fw9AUAkDKkKq32v5/8joxAOkSVUpRrLd7EcwIUfgv0u6BRys7+CMCQOY+ovJ0BFAVQXRiIl06jzz5Czz+bcWqwlx8Ru7DL3m1dVuJisCYVnfPs5YYCv2edwZRKMKAwd2tzn8hknYH5TOtAyxe39LS+WB+jbPxi6e/FV3p+x84k8i1NohLjn9escL02cZj740J3rdpRO0vH7FFh0h6XK5wsBIYMlnHffqq6/WH3/88aiU0qc5fLdGo/5Cl8sZFwqFp0+ZMuVFVRH1luGQC5dvVu599C265KUzuE8RhmnxwhsLaWn3c80N50JLBwKFM08fwcC9Nbw3bz2nXn4S5t4aiHxzydZOgSEJ6A6NlOIcfFv3smztTvr17vqlyqEyJoykJsaze/MOdu+ppLAgh7z8TNwej20z/BV41Z1hWhI1wcW70+eRkZrIqJG98aXESwRiyMgBLJi9lDifh8yc9G/XsOgrRqdSHFIiQxE7N4kpIKMotLZ20NYWxGrpwApG0DSVkt6FEi3m3GNaAlUTzZU1Yuuu2ta63YtXtQfNyEvvL1toI/6/+eIPMG3aNAU7eS382U/OGnPpFSdFIwcbdP0/hAL47yEtCyXex6LZS+lWlE9CSsJnUmNt7IVEhsL4Enz4khPwetw0NLfy/oeLKMjPprRvD4gYWFEba/JVrsonvjUSid7WBUfNcbSXPoYiVRDfXKf6BxPCQiAwnc1Ekjeit/RA7yiILWDHMJuMtQSwNPS2LniqjgfTQVvJU5ju+phmgPXD2RJ8xZBqmHDaalwHJh4T6d9jGXYqItBQkCIX6G+JE6+1IhMmkJbqpb4lwBU3P8ryBRtQ47zoPjeOzGS6dcm0qqqaxaLlm1YNSB67STZE42UnreBbDwUDSEk/lRvunMG6FRuRQiESieLMSePanz1AQ339xohh7Mh5/zzR8cpj4tbLTuCsE4dy94OvCJdDFy6HS3/ilYXqNVc9qJ//4786OjpCB+Pj47cCM4BngOQjjzh5cqnj8ccfj15/7RXXJaemL/jVNWfc8v5L91yUEB93+gnHj7n6ren/us2SYlkgFJZ/uvlc5dLJY5k4qg/9BnRnUL9u9O/VFZfTSbihFcu0cDhU0tMSGdi/O/17FXL/nU+jZiYTjRhfu+ltSUk0ar9fS45HT01g+7Z9PPHwTNZu2M2qDbtZtKwcy+fC+Bx9AdMwER4XlmmxYPZiamoa6N+/lO7F+bjdLmQk8rXzV2laCK+b6roW4nwufEWFzHhlrnjmyXfREYwYO5Tla7bQ3NiKcDqOmQXw1xrrpxxbSolpWVhH/kiJpikkxHtQFOVQgmV1hITV4lesFr9itgWFFQ7R4Q9hRIOpNc3BPi+9v+X1q6++Wj9Wi7+UUkgpTSll+vHHjzvXqUl82anIY5BUfh8hkaCq1FVWY5gWOVmpdgvjC54JEWOPyHCE5LRkunfNo3/fnhimybtvzaW+rhHF5415YXz5jsunwNMFEomzsQ9S66Ct24vE7bwIqZhg/YfvWGO4SykF4bQ1iGgCzsZeR5Tlj3UcCRDMxBlOQuvIJ5j3IWowE0/lhP/YaoAUJtGEPXgqT/reWCOdKNpPu3MWYGKCqkBgj5AbXxJm3XY62gNsLN/L0tXbyEyNZ9hZo3ju/uk8+fIcEhPjlHZ/INre7q95bMboKk6PNhC1xWw6j/ftnYuKwKAjeiJN7Yl43SqWJdEcGsvmrhUzP1hmtba2ZQCJ7sjKDQfbGofdcsO5LtOhK/98ZKa1cuM+zelx/WHh6oq+S1ZummOE/ctTUlLa2tramrAX/knAn4AmgNWrH9MHDZoSue2mn906Y+asmz9+/uakoi7ZxKcn8dojv7R+8fsXhz7w4INDevfMd9320zNkSdd0keBzkJIZk9NVFAb3LeKSnz/EgYP1/PaWizH8QVQrgtAUTho3AH8gzD//NoOf3nA2RmMr2pfo1UopsWL+AqZloTsdKLlpNJfv4+GH3iAYCJOU4GP8iDJSCzK49y+v8sBT7zL2lOGYlh/Uo58Iy7IQQkFNjGP3ll3s3LmfroXZ5ORl4vV5bKDfN9iVWzEJ4u3LysnKSGTkwB7MfPG96IPPfmxs2rLd2SUvTRl7ykiGD+7N0hXrGTVyAPGJCbYs63e4g7UsiZQSVVMwTSsG4JN29UJR0BLj7PL/ISy+xGtJ9h2sPyp5O7LfLAERMdFUwQWnDHA9OX3xuVK2PydE3HYppypCfCby/0vHjBkzlPPOO8/KzMztefqJAy+89kfjolQ3arr+nzVfdoZlWqjxXtbOXkLv0mLcPi8yan7p/LgTyCkEZOZkkJQQR1pSArv2HGDdhm2MGzUI3efBCoa/lErgZ/DTYqDA2hEEHK0E8j/Au/8k2wznP2yhOiqErecfzFqEpbfjrTz5iIXrW/wyHtIMcKK3F6CYLiLxu2grfQLPvlPQ/NmxCgQ/qJ30Z4YAy9WAFkw7/IvvITqfRJPYHCUldqVQomI/3EIV0PSiSuUzxGXmIzLS6di3X+Zmp5CTkSyMA/WMH9sPXVd55rX56vixI1sihjhzzdz3Bvu3Ls5tlscZCFOFY1of+mRIUDCpa3ZiBky27NhH99JS8Hh57uV50abWdl1V1Zstyxq8aWfd+MyMFO3uh95Shg0qZm9VHYWF+e3vfjB/Wt8RI1KMsL8FiDQ2NoJ9cy4GUoF9AI899pg+aNCU6MknTnhy9ty557/0t6t8/YeXWgTDQnZ0iONGlinP33+V07RMfB63VViUrRA1eO+jpZx00iiEtA0RuhVm8vDdV5KSFAeRKKpiy/5iSjSnzslj+vHs6/NZv3IrfUsLP7X83SnB27kz1Rya7WRomChxHjYv38ILf3qRjrYO4n0eTpswECEE/Qf3BE1l3PBSHn1hNvPeW864iYMwWmzmhGVKTNNEj/cRae1g0QeLcKoaffr2ICMlAdVxGOhn8+BtetVXBSkKITAjBtm5adR+sJzHXpwTffbVuXpTQFkZn5Cc63I4CgiHZUZWmijpKGTd+m0MGdQLt8eDNIzvhA1gmCaa2wWaQkd9K74kH2YwgqpraAlugnVNPP3PDwkGw0Sj9jyUnhZP5cEGLjtnHEQ+RXFPSoQiaGluZ93G7dxx00VorpmFEyac+qCUcsKUKVM0IYT1TaodUkoxduxYIaXUR44cc5JDRN1djusTie6tEbr+n0ettiwLxetm3Yr1ZGWmkZmZipBfHWDc+czIcASn00FWfhY+n4fmlnbmLV5NQkIcQ4f1s48ZCn8uPuALr6L74HgC+e8TylyCs2bkpyvj/SdEJ+I/bRVG3D68FacjDNd3SHfsrAZI1EAGznAiWkceocxFCMuJu+JMmxsqzFgS8MMtb0k1SCRjBe7KE+3r9x2D/yTgAHYCq4EUwJD2cymEfuhF7SJ2b418mHQxVrpTatNfino8bktRnUpWZrJD9TjJy07lwvPHM25EL1TdGW/G+VKe/Ktadv+CJwJqlyJpujIFGDSiymSBcH8L56QADkUlUA9nXDyFqQ/8iW27mvjZlDO54YqT1dlLtph79lWdBlwVCQeHNTQ2v7tqa4P22rtLJ4YjYVdTa8AlhPgDcPunXK7q2A+lpaWOKVOmRBoObvnNmHGnXTnj0Z9R0quLtFr9yqGJIhKlpG+xXQwUKMHGNv762NsMLMtBsSxkrG+sO3WGjupjg5eCkaMWMxkxiE+N57QJg3j17SX0G9QTo7ntUBXgkGmQrqHGxfzNdY26rftYt6WCrvkZPPbSbFISfJwxrh9ut4usjCQyclKRoQhEoliBECdPGs7qTXt49pWPGXfKUNsSN2qgup0oTi+bV29hf2U1XfOz6VqcjyMrBZraCPuD6LoWW/hBdTnBMIiGDTTty4MKhbB7uj6Pg9MmDAz97M7nXeu2Vt4cF5808J93XTpgwKAelgyEFWladO1RSGu7ny1b99CnVzG6w2H7InxL0VlN0eJ9rF66maqaJnburSYvO5XzzxtHzb46XnvvXSqrmyjtlsOpxw9E11RaWv00NLczYmB3ehblfpK9ICVSUQiHwsxdvIqxoweRlJHMjT85hZ/c8vj4+Pj419vb28/mG1gPSynFjBkzlMWLFxu33XbLZSVdE6474/jeBi1+/busnByriIkbEPUHaWhoYVC/nnaiG/367fVD+IBwhLiEOOIS4vB6XDS3djDrnXn06FZIt7IiCEWwTPNTcTJfuJIL04m7ajzR+L1EErfF3vLtPbTfSsQQ/8HkTUSTtuHZdypKNP770TqQ4nA1oCMfV9XxqG2FtJc9RiRpi425QPCD9hQQkqinBiUS/71hGCT2zLJXgSW6xQqnwgpfIyvUW1nBhSxXx7BNvZxw8kGUrJMR4+6Q/sR4qQQMR2Jh7937Kw8uqW3oQMR5rIg/COEoWXkZpKfH6VlehRvvvMY6J7fSaW2foWm9BB1JsB7kAWEZnenZsTxzFRBSQzUtVldeS+9hV/DmhyswQxFWrd8lhJCKz+c7TQjxglDU5EDQn7lo8cK4bburzcqaNkPTnAG32/12DDF9DfA+MAr7Cytih3CUl5dHZrz8xD9PP/Pi34wY0JWS3kXIQFjYuuKHx2P5g8iOoJAdIZAQ5/VQ2r2AzVt3g2qXj7EkVnsAGQx/4mskFIEZjrK/qgGXrtNppIUE07QQmoqWmkhrq5+nn36X3097ljt/8wRvz15Da3uQmR+soG9JIaOHlTF8dF/69e9GRmYyhGOiOpZEURTcmsqNV53Gnb86H9nUgSJATU9m0+YK/vn3l8EyOW54X3pOGM6m8r1c/eM/sX7jHpy5aSguHTUlHkVVWbhoAwerG9GzUhCOzvF+uRCGhXA4zJffWeFatnbH8ilXXeJ2u5QRCT7d7XA7hLBkzBHOoFe/Etrb/ezfXxPjfH+z5+bzByZQ3S7++rdXqaxuQlEVzjttBOU7D3Df36bzztzVjBlaRlNzOxOO64MQsH7LXkr7FTF6eBklo/oi4j2feNClomCZJu/NXsaIoX1ITkrA8gfJzEvj7l+fR0Fexqn/eODeyYAxffrkr1wyllIq550nlPPOO8+s3bP6chls+ms02JIw/uwxSrS1Q3yZVtIPLaRposTHMX/+Koq65JCQkoSMHps5vtNnANMkJSOFosIchgzqRTAQ4v135tHR4UfxuA8lhEfGl6qjKJF4XJUnEOzyFkooFTWUymd3X39gERP6icTvJpq8BXfVeNRw4vcsdHS4GqCFUlHDyaihNCIpGwhnrMCz+zzUqO8H2RaQikk0fjfOpl7fOfe/s+cPdgqqAZplYvRSIWUDLLoV0gsQVhOyZiGGuhrqN6CoqVK+0QNHtrcFb7frZbg57pxTRv95/NAeltXcJkAQDkchEkXXNKKGiScvQRnRr1S+3LKfYHYDIiWFAw0oOyTECxnNAM2FEAbH7imypC0OXLXOybK6XQQaa1m8ZjtdCzJEQ1MLAX8oFTgdy3QopMtAxC0R+7YaEaOfIj0/D4fDy6c/91iB06H91DSly7Ks+ywpj8NOAkyP2xUZMKD/uw8+8M+T777xdNG7Zxdbr/7TXMKO+J3L6eCqiyaiSIsNm1fSq08PpGl+4nWH7pMEoavUVzWxasNuplxzOpHmDnRVIIXtxrd3235emrmIzPQkhvbrxuihDqRlEh/nxetx0t4RJD0lwS49ByPII+2Dj5zEIlFS0hNJSU8EoaBIWL94LbPnrWPxmt307dUNvbaNX//5LjZtrqCtIwBIok+9y4VnHkdVTSOPvjiH9OQ4QqEI+bnp/Pqa0+lRWogZDCNju9/PUpoLR02cuanGPXc8K59/a81r1/7uhav2LX/8iWg0kmdEolY4aiqqZR5yHNSRDD1uAHM/XILX4yYrJ+0TIkHfJCQgLYkQ0Noe5NHnZ1Lf3MZPfjQBp9OBK87N9ZefhN8fwu12kpGZzDmThvL27NWkp8STnpLAU0+/y+jhvXjq7ufp1iWLKy+ZiBU2UBSBtEsevPfREoYOKCWzSx6EwrHdpcTrdcmmpmbt3vseuElKXhNihsanUE8/dexSiscff1wTQkgppdy9ef6v77zrT7fXH6xM/MsffyJpCyjqMRC/+a7DsixwO9m6bguJSfHkZafbO+8jhZCPUciILVyVnplGQpyXjPQkVq/bipSScaMHI3QN2xjSji/dSFGDabj3nUygy0y8Oy9EMdz84JMAIRFSYLqaiCSX42guRfPn/HCkjmPVAKSC7s9BicRjuRsIFryLiHrx7Dv1CAGhH0hbQAnb0r87L7RZDN/hdezM+w1MRGxOEaqKYrYhDv4NZ9d688a7HrCUDU/r61Y0cMOPTyEx3sHrtf3CDzy3whVdtGz27R1b3v6Nrj0w8aoTEvucNNigqlFzJHoh3muXstv8aAEJLW0MGVAihq1dyNyWzSi+sVgS2lCUDWAWQrQnUtMQyrEkQEqAKNGK3Ts1IkHR1NJBxb5azp80wnhr3kZNDzVeevCkbX+07krpyU1XoOy+plDm6C/Uf3jTc0UFObO37astktLIAAwhCLhc2uBQyFh22WWXJc547a13R/bLHXHZOSMoKe1i924iX1yCFAI8cW4i/iAOp044EMT5RbswRSEaNdm55yDBplbiMlPsEnsoyvNPvUdrewc/On88LinJykqxrXXBpkNZEl9inH0/ZEwc5TMWSEtKFMMCl5Pd23azpXwPPYrzufSik5kwtoFuhZm8Omspz7/yMdmZKTgdGgtXbmP77ip69cjjRz+eREm3PFISfYRjmIC8rBSIGiiWRCTYz4XhD6EdCZLDHpomINoUshav2e2o2FP5YKZcfdriysqJbzz6i+joU0fYbwhoEAjZVE/TwqOpjBo/hPlzljPG3Z/ElES7FPw1kwDTPExVURWB4tLBsnhm+lxOHt+f3KwUEhJ99mtCEdIyk0kTCpgmVtTgpImDaa5vYe2WCmZ9vJrX3l3Oy28t5fLzxjJyUE8w7ORLCltKac6C1fTsXojb4+bjD1aQnOije9dsnKqKAiIp3kuvXqUdQhwUpw48VZ21ZtZnDV0tLi7WHA6HLC8vR9j5dDQjPY33Z/7rDw8+9OgvSwuTvX/+89UyNzVRyFD4E5LKP/TopFYqpsX+fdX069Md3eOOsRiO/fE6sVAyEsHpcpKRnY7b5aSlzc97s5eQk5lGp4wzfIUEAED15+CuOh5/ydP4Nv8UgfUDBgVKBBJLNQilrUFEEuxd6w9l8T8UnQhziRqNQ43GoUTiMXyVtPV6BFfNUFwNA+ymyw8hERAmUg+gmI7DFYpvOTp7/ruA5UiSUZGoBBQwBVhVGyAyl7K+uTK44gERrK9gykUTmXDGSFm7ba8Yp7UYVWX+mhcXzd/4+6SUc6KmdWrlwbrwG0+/J9yqFjlQ06Dd/8QspUdRLr//1Xn0GdSdUIufkiHdGf7BLOa+VYEsHgkpOloE9iG0KohmgczgyHz6m52jfWcFRJEitYjSbMG9j7zDI/f8mIuumKRWXvonOXdJ613x636ek/nYALlnzUoiD96QzK7x2VcWVL0w593nJyx76y58CV75l0felQuWb0+v2Fvxmsull8+YPiP32Qdu6DlxZAmJmckQCAv5OQvrJ8YXNdAdOr1Lili3fitDh/azZXI/5f1CAIZBSnIcE0f14eU3FpOfk8qJY/ry+vsr6NEli+LuObatrmFC1EQanQ7FditCfsZnd4ZlWQhFQYnz0VhZzbJVm8jOTGXkiP4k+NxoHtuYCCk568QhHDe4Jy6HblsXS4hEoqSnJZKS4CV7ZK9Y+cXuqRKOEg1HUdMTeeDeV0iMc/PjKyZBKHLUbj0SieIsSI/eN/UFdfXmvQ9AaOXSlet/5A8byVP/9jopz3/Mgcpqec0lJ4hLzhqNqmt22d8wSfB6GDOyP4uWb2D86EF443wQjX6lJMCypD1vxHvsXygKZqufxQs3MLBvN/ZW1tOnZz7C5YBwNHZvBDJsA2WFrqEoCm+9u4zU5Di27KhkysUnsreygVtvOIte3fPQ3U5bjyKW+8xftJq87DSyM9N54uWPGdirkPXle2lp8zPutBHkF2bJe39ziTjtyvvTpJQ+IURbcXGxc+fOnZGYvn9nqEIIs6JijymlxO1yEQgGM++aNvW0f7348o9/f9ef+/743OM855w92kpJjlcsf/CYSN9+1yFNEyUxjvnvLaRLQTZpGakxOexv97jC9lkEC+KTE4hPiMPndVPX0GL7gcbiK0Mp9bYuyMoJtJc9TMLmnyJ/qGY3wt5Zh9NXIDU/3oOjkT8ApbrPjsOK1mooxRYQCmRgJOymtewRPPtOQ+vI/V5pg1KJEkndgOvgqO9B+ldiIahSBDvUd1GMPyOsUrSsX3HCxHSsqnzK12/VqlIkZ548nEmnjQBVFY+99DEvv7XQk5OR6rAwbgi1Nd0qJc++8OaSW9+fvxGXUyM/K5Gs9CROHd+fol6FmIEwAoka78LZFsFzkmEoKbriX2sqqtfEDCkiatc/jmkqJgAUDQxDykH/JCf1QRa/8hfifR4SvS7x9IPX8fqbi8t6dk1hS3klfxGKLKgpDVVMP2fYFrb7XvrHzxk6vFSiKuL+315IWyiSOeG8O9m150A2RNm1u1JOPn2YkIEwgq8meGOPTSE5KZ4Va7YgdBXLMD77/E0Lt8vB6acNZ/OmCuYu3oQ+YSDbdlVx8QXH2+pKgfChMfz7WD5rbDK26CleD0a7n/nvLQAkQwaWkRDnxen1gGkiQ4c/Ozk1geTs1KNbB4qAiIHsCH4SvyAERiSK7nLi87q4+6E3aGzxM+XiCcTFe5GGaVPqnA7aKqqNZWu2u+traz4GzIbG9nuCIeOp+Zu2RhMTk/9e2i3z+NJuuZbidCiy83oJgRWOkJiaRN+yYpat2sRxw/rh8riOUoP7vLAsC8XpACF49pn3kVJS39yOKhRSkuJ4/vWFXHT2aPuahaNHnaJ9WQRr1u5k7rLNZKcnoWsq5582koycVB7541UkZybbC3/UsBUMEaxYvZn4OA/dS4pobmylpbWDoSN7o6kqT02fx4Zt+/n51aeJSRMH8uKDPy1NTE75+MpLzp761PNvvCeEcDx29dXyYFaWnDZtmgCiycnxY1taww/Gx7sDLpfT3bVLoa+kODv9npvOiuvXp5Dc1ATpSvD9xy7+liXB5WTXpp243C4KcjPtlpbxHWPoYs9UcloSXo+bTY2H//SVV24J6C09kYpBa69HSNh8LVIxwPohJQEWQiqE0ldhxO3Ft+dsMJ384FsWsbAFhFS0QBZKJAm1rYhQ5hJkbhveXeejGF7brTDWPvjOQokSTtlEwpYp33klRSLREGiiEtOaipleCMmn4q47lY9eCnH2+Bz+/JuL2b2vhnNOHc5Hs1fR2NRGWkoC55wwWDn9lLGhi3/xcObOXbsLR4zocc/SpXteapZK1Z9+/cvujzz9/J3XnjfihMuvOV3S6ldUAFWFxhZOPfsk3vz9o8q27E1SHP93Gd4eJ5R6I+bmJb8RBFIe8e8hfIMUgOagKsOsTS1VgyaiuqaBktYOMlMTmHLlJPnS9HmiIxKiqbnVarr1OL20IOp6+sGfU9K7GIJhEY0aJCX7RJJDY96rd1gHq5uUu/4+Q5bvqBQdLR34fK6vh2CUEk1VSU9NoqmukeT4OLuN+ZlfKYHD5aQgJ5Udew9yzz/eYMzQEtsRNxz9SjKuNl0QVI8TEY2ybNFqWpvbKSvtSmJSAnFxNlhNRqOfoD1Jw/wMtLX4JBdfCCKhCO68NBbMXMSjL3zI7n21NLa049Rthokkhq7Xtchdd7/u3rKnZvPo0UN3L1y4ggULFtQANZqq0NbWEupW0IfuXbKkUAUyevhiKYqCjETJL8ylrc3Pho3bGdC3J7rzi5kBhmGixXlYsngjH8xdy2kTh6AoAp/HRUK8G6/HxZjhpeRnp35268SymLtsMz+/8hQcXrddfXA6MDsCJKcmYPiDttWxajMiNmzcjmVZ9Olbhowa7N5bQ1mPXBy6xuCBPXC7nTz/+gKEqnJgfw3xXl09+4T+g2bPX/3M2NGjPpy3YOFPhRDtAE6Hg4y8wkvidPOvc175ZVq8m1j1BVxOjaz0JITXDaGIkMHwf+TiD4CUKMDevVX0KumKM87zlWWmj2WYkSjOlHgJgUMD+NqrtqOpF1KYtJY+RkL5FKQSBUs/NiP9JhGj+4WTNxFN2oJnzzlf3+Dne4vDbQFhuNCNLJTKiZjOVvxd30SYGt7d5yFQvlOgoFSDKIbLPtZ3VP4/4uixMnk5mGvIy82RN01LkSe4fqIYliQlJZVdFdXMWbyRUy+/h9zMFPqXFZKWnMC1t0+xZjz+hqPywIE2j1OvXr5sezswuO3AgWnX/uxXF1x/4+1vb93XY7ymeQy8Ubflj9iLUyhMr9IC3n3yZ8ofH5whZ++/mtzevVhVexKiBU1BiE5bzy/7ZHVeNcFhPo088q/CQrBYUF7KlnFnUjT0dd54dxknHD8YhIJmGWLSuAEg4JTjBykujxBvvr+OHkV5EDUBiR7nscvVUYPc/Awlt0sWJ6zfIVwuBy6n/vXpC1KiOzRKenRh3YbtjB83zF5wP+PshQBCYRLTEjnvtJG88MZCpt71E4zapi89qUtpawQoLgeqFGxaV07FvoOUdu9CaWkxCZ4YhTC2y/nUlsShwXxxmJEojsxknn70HX419Wn6lBby5L3XcsLovjjcDjuZMCVaos+47bfPOJ55c/mHRT27//L666/fsXDheQKgoKDAuXfvvrA7Pj46sE8xXrdLIfpJoF+nqEtJ7+4sXrCKXRUH6NEt35Zz/QTzzk46LMNCT45j8bx17D/YwBXnj6ewIBMhpX0dFAGWJD41wZY2/hQDIsuSKKrC5vK9/PT2xzAtQX5OCooQ3HHLRRCOoHnddsUkYrB1WwXNbR0MHdwHTVGIhCI0t3SQnZECkSiaQ6N712zcbicPPjwTiWRAry5cc9Hx3PbTs9IfeOq9S3JyckfcftMNq7v36Lb4xt/88aS8FMdx05/4VUJ2RoqJ2slGi5WtI4boBKf+J6r9AZimiZoYz/z3FpKXm0l6Vvo3dsL8RiGlVBDirnteiPQYcnanN8jXTwAAnI19QYnSVvIk8Vt/8v1XAmIa/5GE3URSN+DefzJqNO4/bPE/Mo7AB0QSUCIJqJFTMN31tPd8BjWUimfvGTGg4LebCEg1TChzKe79J3xP0r+x+ye6gBiAdXCByGvsJ3qeexy0B0DXCAZDTLloIqkp8cTHeampaeDh5z80H5+xQN1Svnd/KBT+dQZ8HICzgCeB14UQJvCvV2fOnTR3/spT7rzxbOPcs0ZrMhhCCAVdVchKT+See6aI0M8ekB9vrcZVciZNbYgFASknCESKhDBfzKmVQKeGgAHMAVqx8Q0Ck1Yk0tIQylis0Wi6q4OOxmqeXryC12avY9YztzLsuD6k6hpISWp6ksDnxj1vC/5AmDifAJeTsaffzmuP3khqagIyFAYhuPTcMTz07Acxhzu+fhIgFDweF22tHQhV+WKWtwRVSsaP6EVTczvTpj7FrVPOQHM77dL0Z3C6Dy38Dh2hqezYspstW3fTrWseo0cNIs7jQnU4wDC+dNn8iyIaNdDTk3nm8bf42e+eorRbHvf+5mKGDitDhKNgWUSiJs7MJOPeP76iPPzywgfjvUW/X7loUdN5Cxce+hxd16WmCWma7ZR2y0VPjpO0+cWnJSECUCyTYaMGMueDRSTE+8jOSqPzBtmyrgJFU1GdOqrbydvT57FzTxWXTR5HamZKzMNAgGEeqsh8lueAlBLFqTN3/nq6dc2mtqGN804dRnGXLC762YP0m7WU4sJMlq7ZTkZKAiVFmew7UMu4sYNxJnix/CECoQjlu6qYcvHEGCbCwuXUufHq04hEDTRVId7nRlUVFI9T3n3rBeLHk0cXPfHK/KLVq1dMuvPnZ8VNPnMYGSlxUobDn+hl/icv/GAnWMLpZHf5LpwuB/k5Gd9P6T8WpmmBEOLpV+e0PTtj/ow/Djn7ys6/fePV2lk/CNQobSXPEL/1x99fEiAkQioYnlrCyRvR6weiBTN+gKC/rxNH4APCSSjhJNRQCoa7ho7Sx1H8ubj3TYoJCX1LiYCQGHH78e477Xu5pgIFCzDMFSD3UjLkUkYN7i2NukahCBUlauB2OSjMSyOrKAf8IdKKsq2y5eXKO3PLd1/24ytu/NOf7ptVryhgWYnA48BvsDfhHcnJCfdt2bara8X+2p74PKbZEVS12GNs+EP4ErxcffHZ7HnwYRY0rcZIzmdvQIq5IMd/iSTABLzAe0ALRH2KJXZZUmvUJKgW6A5UDZLcDxAMvoXjYBZ9dhYyaGwBl/ztbDo6Ivz4V//kivPH8YsrT0Fz6mBKaG7n8slj8XqdMWlWg19fezp79teSnOi1d9pCUFXdRE5mMpYlUb9R30KiqypdC3PYt3s/BflZthb+503YpoUiBGeeOoLCdbv4/QPTOW3iIIYOLcMKR46qBhxa+HV74d+zYy8bNu2gS2EO48YOxuNw4PC4bd5z1Dimeb2qKlgt7Zx++kieeuljirpkMWxQia3BLm3ShKYK8CYY5btqXW3N9bP9rQ1NUkqVI6huqampSkLCLj0jeWzzNbc/xT8tQzlh4mAIfQpcVACWxKkKxk4czgfvLWTC6MEkJMXbbRKvC0yLPRUHeeuD1TS1djB8QHcuOXsMqSnxED76Mztvw2fdDyEEcxesZ+ma7fziJ6ciBcT53Lzz0SqkJfntfa+QlOChtFsebqdGVpqHk04eSV1NM9Of/4irLpyAz+PE63HQ0NhGXm4a0rRQFEFSasLhA5mm3ZIJRkViUhyDBnaXhblpIho141JT4tF9bikDYfGfKOrzeSGl/T+KlOzZvZ+yHl1wx/sO2ft+12Falv0Mxfkqf3vvy5G6xvabgUMJwDGZxZ21w3A0ldDW4zkUSwPluzYPsjuolhokmrIeNZSCs7nnf8nif3QcCRR0NJfg2XMOWlshHSVP0NHlTZAKorNEfwzL9KarDs2fExvEd/MgS+zV2db17yy1NwJNWHqCTM0plppbRXE4OFjdyLPT57Nm0x4kkmAghOLUrOysVJGalr71j3+8dz7A7373OyUtLW0GcLMQonHqZZc5pZRaZWV1Q0ZGRl33ogKBYRy1W7PbAREGnTJYjMxJxhgbgkuhPQ4qJGKOgEZhe+5+1hUXh88juhlDWYFU61Ex4zTMEx1YWX8lwTMGn/Pv3HFdKr1TdrL49b+ycOkaigtzGHn8QGY9ezuXnTsWTVMRUtK5mU9IikOJUbSwLE6ZMIg+JQV2nzl23cp3HWBnRTW6Q/vadDP7pkg0h07XwmzKt+5BquqX1sxxaBpDBnWnd0kBb81eg/A6baAUnT1+idB1FLeLyv0HeXvmHJqaWxk/dgil3QpITE7E4XYSDYbsszrGj6GiKERDEVKKC8nMSKIgJxUyk4jGFm6hCKIRw/rNzx90znx/6TJgt2nJI+spYuDAgfqJJ55orllD9LzzTm9uaImJ/sSUD6OGiRH7N2qYmKaFaUki4SguoTLuuEF8OHcFrc3tqEnxvPbGIqb95VUWLCvnorOPs26+7gxr0vj+Vnr3PBOJ/DwDJMuSR/0YpkV9YytLVm7np5edhC/BS1yCDzNq8Nv7XmZ/dSOmaWILNlnMXrSe195fy11/eYXHX/gIkPzsjqd4+e3FtLYGyMhNs0WdOq1rowYy5q2A1UnftEGIRE2RmpFMVn46ukNHBv/7Fn8AyzJRkuL4eN5ycrIzyMzL+t4cIC1LorqdPPrkrI6y3pdodY3tzxPzAumMY7NVlwJn3RCkiNLW8xnit/0Y6zuuBNigv9VYmh9v1XgbnvVftvgfGfaMo9iMgVASWiCTqK+S9rJHUQPZeCpOj1V6ZYwRIfi6M6ZUw4SyF+Hdc+Z31k6R2Lx/HXvxdyBxIFC0M4H32Ljg72LcGUvEhScVccVPz8Xnc3PC6L74vE5ExEDXVGgPqF3yM/E4rYlCiB8JIZ6YNm2aCnRomoZhGEx77rnQtOeeo2uPrm4HWqrgaFSbYZhoiXG8//YSfv/IHexZtx3n1KGEtTNggtdq22CJit2KmKPARCD5MyoBApsu6BBRRVd0JWx2CK/vObKzlhDc00h7YCftLft5/tGbGT9+EBNHVfDky8nkZKbaHxAMUdQj1+bJR42jS/j/XgK3JC63A8uwZW6FIjh5bH9Ki3P55Z3PcMfPzyUpxgv/uqFpGoZpIozYgvElQkYNhENlwqi+RKMWO9fvpqgoCzNiorocCCHYsXUPm8p30bUwh7GjB+PUVJweF+gaVXtrmL1oI4P7FlHWuytWMPJJjfpvGEIRYEawLIva+hZo9cdEfCyC/iCeonxZsf+g0trWGs5LS4tW1tdLQEgphRBCWbtmTXTDhg1DEhPi/nD51b8eNvPJm6yTTh0hwm1+4Uz0SdXltIhGQRUSA4VQWEFVwOsCIDk9iVMcDrl63WZz3Yz5YlCfrpwyoT9Oh9N67rUFenVdK716FvLGe4v59TWnmWV9uwmjPaAogqMqKZZll/pjAAh7V+rUeeD+V7n+spNJSok/9NwoisKsZ29HINi8bR/L122jODeZm6acQVKSj32VdfQu64ImBO/PW8c/n3ufEQN74lAFlnH4+/JZd+JQghDTnPgyJjX/iWFZForHTfnqcuK8HooKcmLzwHevliqlRKiCWe8tb7/nH2/sq6xuPAWo//fXHbsVWiq4akcQUiRtPf5F3PZLv6N2gIVAIZS6DsO3n7g95/zAGAnfbhxKBMLJKJFE9I58DE8t7aWPo4QT8ew5G0VqMfqg9bUTAcvRHGMffFvOiYdDYu+mDwALgCRsVYeQAMvKg6w/0uK4n5VLXpInDckVqqKgCEGfkgI0XYVw1D5fn9fauHW3unVnVc2lF120718vvghgTJt225g333j3/v69ujru/M0vtielpO2/dMrtJQmOQM8RA7tDR1DpVLhTVRUCIYYN7M6Lz9zKnTc/xKuvzsEz/UoCySWKqJV0GLBrPxgCTgL+vR1gYff5PxYmG6Wuhs2peDzvYUQrCLeYTBxRyi3X/4wrbnqcf/7rI4YO7En/gcXc1zUTVVVxOjS7v/tldxJSIi0bOBcNhGhuaiM50UdJjzxSkuNo7Qh8swRAWjgdOqU9urJh0w769uv5pcYmBCAUDtY0sWn7PiafOhxF1UAXbN60gx279lNUmMPE8UNx6rq98FuW3Tu1omSkJnDWiUNwuRwQMb7x4m/vjC1U9d+0/wVkpiYSNUzwB5FCYhoST146K+estNaX71WB2sr6+tDkyZPVzMxMTQgR/tGPzu46b8Hyh5obG/u3tfsTplw00VG+o5K4+eus8eeNN++5+WHx/vz16oD+ZdTUBzhYV4OqabaegmGhKLYnpKIhghFTq6lvoiA3nYzUJGob21SnJ3FzKBw58PpHa3MHDxq64Mpbnrlq7NDujj9Nu9zAMDUrZCdElpQoDpUPZq9GCAhHDeI8bt6bv46ivHSyirJt3Myh+yLIy88ARcGIhvF3tHLOuRPBoTP3w5UsW72dV95ZSs+iXH586Qk4HBpPvjwHFBUpv3y1979wzT8UMga+MIMhqmvrKeveBafP/b2h/k3TornVivzqrpfUyurGE4GDn/a6Y7tSShVX9UhCKLT3eJb47ZdjfZvsgBjiP5S8mUjqWuJ2/QjM79Lg54cTncA8GyOQiObPxHA24e/2CqghPLvPRY0kHk4EEF9uIRcm0cStOBv6fQ/cf9vBZiudClcmwquCUIn3tsu/Pfu0vPSMdPHwg6+xees+Hv7LtchQ1OaJCwGhMMUFOQwd1DN6oL6+E64mX3llZl+nYg545/15fPjx0l6l3XON7bsPqJVVdWJo30Kuvf5srFAEJSZKg2mRlOAlKcHH7bdcwMErHpRzd2wTXNIN2cuAP0NAqnJXC+KdNjhNHJ0ECMAkgiF1mrmRH18J61b5+e1PL2TkyIF4FIX4BB+znruVfzz1LoFAmEQJHq/Hrt7EyrxfdiIxTYnqUHl71hLaAxH6lxbidTvRHDq/uGISv/rDv3jsj1O+/oQsQdE1MtJT2LJoD30Hln2hspmUgK7QXN/Ctt0HufTccbi8LpYtXkttQzNFXXKYOH4YLl1Fd9t970OVDWF/gKZrJCTHaHKdrYPDf6YzHf5S18mSKG4HikOHjoCNY1AUVFVBVjfxp9svRkqJETHRknzs2riHFx96nZffXCz27K/lsgvPFc++OKMlBiI1n3ji3j7XXf/7R++6+cLhH85fFZi7aJ1Yvn7vfuHJqJ332Efdbrt3eqLPGx8aN/HUZxctXVo5f/7SGYxaP5Xb086jVHaWzC0MofD38Hb9kb9edOKgN8clpaUneBKzQssWfPR6SVel3kpIMNau26LdetvU8GNPPH13XHzCKyNOvnX01J+fJU8c119Iw0TRNV6YPo+WNj/dumTT2NSB3x9hSN9iFAG/vuUxbrjiZHIyk1GEgpR2D7/uQA0V+w9y3PC+/PH+6YRCETRd5adXnkpzQwtVNU1MvecFGlvaeeieKZihyFeicv43h2VZqInxfDxrLvk5maTnZB6ipH7jz5YSy7SOqiOoivKZCbBhmmhJSeaUn9/XtnP3ganYi/+nQn+P/VZZqriqhxM2Vdp6/Iv47Zd+O+2AGOI/nLCbSNpavBVnIwzP/8vF/8iITYGokUSUSCJaKA3L0Uaw4AMsRwvuAxPQW20pyC8DGJSKQTh9NXHbfnxEK+G7iUNUOSFBMU3yNSnSXtPEmuvw6Rni5RdeYt/6FM49cRglXbNACBtApggkUkppqSaaWXGgce+uPavadF0jGjVY8N6THTfcdA/9S9PlXdOuEqIjpAlFIRI1SIj3QHvg6IlNxJTnOkJ4nU6K+6VZqx7aF/EP0hximKZab4L1R0TkRYu9+xRmdcCpsSQgBAghiUpBYrrA3bGIBXO3c+BghIG9epLZJQua2pCmicepk5uVbLcvLIm0zK/0JEvsxW/3voMEQmE0TePU43vh8TjRFIXKA/Ws21xBr+557NlfS1FBxte/ORI0TcHrdhFq78ClOz77pTEKm6q7iISjbN6+j4IsH+/M2kufsiJ69+6OU1fRnc7Yjv8zUP1SHkK6dyZ5ghjqWmCzEoSICfXw2ROkYaKlJTLzpTm8Mmspd/xiMqX9uxFubsMZAxjGJ/qwoga4Xbw1cxG/+dNL7N5XQyhiaArIV9+YdfpbSfEbr7zysieefPLZbaVlvW65+vyRw27+7eXNy9duTwIu2L236uM+/aXcuKVGra3dow8dOtTYcvJ93kXVgZ+Q4bkPjR4UYpLLkUh4SQZqNO/hynfuKX/g+if8v/bpzR90NFZvW9VYfehF5513HkAHiuv0pKyivrfeO31WR0cw7pxJQ6mva2L1pt1MuWgiRYWZmDH0uUO3fS5GDurBMzPmc9tNFyCDYRSnk8eemsWSVVvJzUnnvic+YsTAbpwyfiAl3XKwpEVRSQFrNu2hvSPIzVNOJyU5LkY7/V9YloXq87J68RoS4+MpLsxFsY7NtZGWRNFVlMQ40+7rxJ7pjoBqhG2skqIctrE2TYmU0jrhrN/x8aJ1e8B6pvOjPu3zv51auVRx1g3FUixaez5LwrbLj20ScAjxX004dS3OmhGo4aT/StDf143Ou61E41Cicah7T8NSI0TSVhLM+xC9uRRX1bjDaeFntAekMJDCQEj1G8refIOQ0hLHaRbDTI2nP8Dt85NTmEqS0i769hxASd8iuncEIRzrCUukpgDS7X9/0U527dy5UJofbxDnjVPldOnoXlw04sDBg1bvHrnmgT3V+pCx/aGtAzTNntQ+RarTkhLNpbNzZyU1LVE1c/8zYu/YmaFIOOyg28hWutwRYWh8ajQFR8UaeNdvJwHpEqKKpMnU6TOygT07BPUHA/Qv6cIF1z/AjMduIq9LFsKy+OCjlXjdbrweeyH8qqmWsK8VXfIzsCxJWbc8dJfjECArMy2B0UNLqaisw6Grds/y64qsWBZOp4OynkWsWb+NkSMHYEWihyaizkVaAMKhowJVe/Yz/e1FhEJB+pZ2wzAlHo8LJSaRi/nFk2ZnqVVRVVqa20FCYoKP1nY/VTVNhCNRSotzcHpdEDHhU5IAVVUxmtqYeMZxrNywi5MuuZs3n7yZgQO68fpbiynrnk9xtxw0r4v6A/Xmky/OEVt2VCp52anEx7lxOnTRo0uWa92WvV2ff/7lac+/8GrklHF9faU98yOTJv0yaeHyjc8A73Z0dHQ8//zz9kEVnRUrVsDD/IYLPNczjDgcWLgtYetZC9AteECBWuYxpSEoxi0wJo8p/Uco5P/t1ZNLGx+fUV555KUAxJw5c1pVVVn43NOPTfv7I3//Y2lxjv7x0i3ccu2ZZKYn2ZgGp+gsEaLqGpleF3UNrdz711e59tKTeHb6LBoam7nvt5fzu7+8yp2/nIzH7WTluh0sWFGOokB9UzvHDS7hD7f8CK/b9b0B235oIWP6Cy21DYQCQUp6dEF1O49J6d8yLRS3g/nz18s7//aa2uwPE+/zoQjBLdefZ0w6qY9AWIJASDGjprQsKaSU5vCz71D3Huy41zKj9wLBzzuGkFLKad/WfRQWwYwVGEnlJGy98hglAfakYmkBQtkLEdE43NXH/W/x/5Ih1TBSDWPEVRDOWI5iuHHvOwM1bFN4DlcFBFIxCWUvROvIQm8p+e7GiI0BqELyKoIGrdVSUu+TMvCEqvhS+MUtF/DbST0gHCLO50bVVJtyZFmYlgVSSs3tFgfqzJUn/OjOyq3lm+aqqvLww1f+RL/6sceME08++e5brjr+tjkfL5TJiYncdMdlInqwAU1VP7OMbZoWqtfNmhUb+PXdL+HzuuX1l58dze9aduCOP7/kWLFybkX9yDkpQa1fTyqk4iwXdPWDD5Cqgd/SGHr6W6TlvcCSJesZPaw3L761iL4983nxH7/gYE0TL8xcyFUXTKCgS9Y38gk/zAXjaCEYIUCBl15fxPK1O/j7XT+JUfi+5nFUhY42P3Pmr+TMc07ACoQOH1pRwKFjBUOsWldOfX0zHq+HA3UdDCjrQq/eXeze/hGl+y8Ky7JQXE4CrR288vYS6hpa8bicrN+yl/ZAkLLuufQsyuGD+Rs4bkhPrrjuDKK1zTh07ROTsWVZKLpGS3OHvOyX/6Bif50IRwx6Fmfx2B+vJrNPMX+e9pz5yHMfqm3tfn50xkhu/+lZeOM9SMPE6dBp6wgy7YHp5KQlsXHbPgwtwWpsar994eJl/xBCBKQ8xBAQTJYKM4TJP2RvNliv83OlG73socReY1KByuO8yAfcxAZRb2uXC3n15IEJAnGHoofveuSlTS3/dsEE9jyu5edmV54yrlf6b64/h9y8dDup+gyKRntHkF376njwybcpLc7kp1eegdfr5t2PVmKaFqedNAR/ewDTtCtqhmni87jQ3U7MiC3+dKwBmP+JYZkWitfNR+8vpKgwm649ukL4m1P+bEaMysq1O82b73lJ7Tto1B9mfjTn0crt2w2Ijy/Ii3s1OSmub/eu+cGfTTk3OKJPTjIJmjVu4q91Q8Q/aGH9bunSpe2f9tnTp0+XAJMnT/6WKgCdIRXctUMJW45DioHHIgmQCMKp65GKgadm+P8W/68QwnQiTCeOpt7obUVYWgfBvA8wXQ04GvrjqhlxRFXAJJqwDc+BcTFWxff0hVe8iJCQVlsdffv25udnDCVRawdPPJgmRgxdrOk6WkKcSTggg2Hvgan3Pxe3tXzTgalTpz49bdo09WBWljzvvPOUwm4jnzpu+NA+789Zfkpbh99EVdV/A/9/IoTAdrgzTO6/41KKenYVcZriQJF5z/7rKvWma7Z7H12yeZ9Y0q9dPikSwtuQ2xTbtFAxwZSSruGdDMpys8Hr5eMlm4n3eVi7pYKaumaKeuTRv7Qrr7y9hJ9cNIGU1MSv7xjWOen/+9wvJZhw6vEDSUrw8os7nuZvd1x2qHXwdY6j6yoZacnUHaglLS0JoaogBDUHali1bguaplPSo5A+A8uoqqhh3dY1lA7ojtERRPsKC4i0JIrbydYtFbzwxkKOG1LCOeeOgUCYi2M8fU1TcSb4yMtOZW9VPbK5A2diHARDh81+sKs5KArRsGH97r5XlY8WbiAUjlJSnCV/fd1kmZBeXHP2uX/yzp2/XJ004eTzX35r1hl9yrpenVNaaNIWUDu/IJ54L3+6+WISuudGplz5V/2FN5b8xO9veV4IYUh5VGYjmSFMpBQoYhNnyDN4jjuAAUAKKSRQisIuVIIcRKUl9gWUgHh8xprWn0zu85CMOH558cUT//zCC7MDR302KA5dj+TkZfG7n08mOyf1c8WRpJTEJcfjrKrmrBMHcOK4Ibg8LqRhkJuZwvzlW0BR8Pk8ELP5tfWbLayIgep2gpRYwQhCUQ613f6/hWmaqAnxLJy9mMyMZLoUFSC+gatjZ0hpG9kF/CHrjvumq+s275130213/emhhx6OITfb6vZVth2/rxL3uo07xn84f8VtWRkpCtJK6dGz5IMJJ5zy2+uvv77j849ix7cPl5cKzvoBCEuhtdcjxG++FqmYYH0dMxuJQBBOX40Rv4e4XRfEDH7+t/h/5ZAKIupDjfrw7D0dGQP7tZc9CqYLz/4TwIhDDaXQCWM7DGn7zgZpHy+6RpihF5WM3hM5YXAxbds2IPt0JxII4nQ50OJ9EOfhg9fmc/u901UhYdfequRQ2Igi9LZpd94Z5vE17mnTpgUBGed7f3ft/tWbkpzBU26++iRJS/uXBjNJKUmM9xKX6EN2BIiGgronIx2puoS0pCEUJL8CdoFsA5ECJgr9eghqPljKwO6lVB8McP+T7xAMRVj0+h/o0j0PTVFQVZXM9CRcugbyG+zMvyDi4z2cPK4/9Y1tbN9TRc+eBViHbIHta64oNp7iSJDdkZO8lBJMicPppLTElgYekzqQBYtW0dzURnZmGmNHDUIVKg6HhuZ2IRRBa7sfxeXAbO2wjY++RFiWRPG5qNh+gN8/+BqmZTH51JEkpCZiNbTadDc4lPiMHNyTljY/1978KKmpCVx4xnGU9SvCbA/a6nQADqd5zz/fVB9+/oMVKUlJTU5ndGzlwWb3pT//h78jENLrGxrnAb+a9cH7Y8eO6H3WyEGlphUMqWY4YuswAEbYJKEgTc5+a6Vcsm5XXSDQuilmadup8nx0dLrhzRRbGSavoBon8QiOI5NmRhAmFYUXWMOR5R+76TFjY8VPzhkw2xNuvuiyywr+9dxz+8KAnDp1qjJt2jTzrddevOKOO6cmpiT6PnPX33nfhK6xZtVmIuEwp50w/FALxjAsnnt9AeNG9MKKRFEVBSt6BNtCVcCEqfe8QHp6Ij+97kystgCKQ8MMR1GU/2wFv68SliVR3C52btqBQ3dQ3CXPbn99gY/DlwnTstDiPPL+e15Q0jJzG1R1V8Xpp59+M/DXqVOn+qdNm2YBLfaP9XJLS+uslpZWBXBecdo57ddff73/yx7ru1k5pcDZ0A9X9XG0lf0ztvgfrYL+JT7EXvyTthBOXo9v93lIS+d/i/83D2G4UaI+nA0D8G2/BO/e0whlrKR10B2ghzG1AEKqMc13GWMRfBd4gNg86hooFd9Us37LfP7x1BvcN/8A+0QGzox05i3ZSrdBU8zjRkzh1mn/qk7LH/jLtf4b8tvSrhwRiR/SCxm9QwghqZ4VeP2Vp/pMnnzm+774uAPt9fuuv/bi8ZT0KdJMf/Ar7WAM08YJSFOiqqokYMpwJBJA0VWiKCQgORNBGFM5YIbYrYT6m1tMPVKJw+nmd7+5mMoVj9Kw4WmOG1qKDojUeF5+axH9e3XBmxyP/JYAVlJKWtr8LF+7g4y0BH533yvM+mAliteF4nGieFwomp2cC11D0TWEqqA4tEO0OcuStl69w+bu766oYvnqLSxYvJbuXfI4ccJw+vbuTlycD09yHJrP1pUvyE1n9OASXv3XB+ipiYd87L9ovIqu0tHQyqLl5Zx1whAeuesqps9ayvPPvI+Smkg0GLETGNOyf4Tg+FF9uO/ea+mSm8aMd5YQbO6w6+yWBamJxj+ffl+9+8EXnxjVM2VCc2vru+0d7e6OQGhzxf6qi+obGrsDlysKFe2B9oFXXzAqrdeQ7igRQ+oue/drmhaa1y1XzF9v/OPJd5zV1c23AeumTp366Yv/v8dyEWSfaGGTaOYRsZV7eYaD/IW/iSr+zQlAgJw6FeXJ19cutoTwO9tSjx8zZowKMH/+fAVQ/vnoE9ddfOYIh6oqn6r/33ktha6xePEaLMti8IAyFFW1r5mUaLrK7352DlJKbrjjKfYeqENx6pimiVQEQX+IX/7+WdZsrqBiXy133f08W3Yc4OmXZqOmJX6mrPN/W0gpEYog0hGg6mAteTnpeBLikMYxEsCzS3LUNrazaPkas62tYygwE+iYNm2a1a1btyGxV3Y+a61AM1Dz67/+9Usv/vBdVABiIRE4GnuDqdPW6xHitv4YYbo4TOT5nBASIQXR+AoiGSvx7T7/P8rd7z8mpIowvAjDi7vyBIy4CpyVEwl0fQOpt6O1dcN9YCyiU1egU43NLlce26EAKshUsKIhTWlNOBHRdaL073pPvPDiVj7e+jHx1TNkpKaWYNGJcnnp9R1mUplbdbpuYphyPRoqbRgcJCxVpGP/R+4Lr7029ZwxOQkr3pxGdk4KMmIgQxHUGBDuEJr8y+xiTAvhVNmzu8b6/c3PqAuXVi2KOy3+hfa/8Ft+zVDOweIEVCsSURSvm5fOnyZeOmcAfQaXoZkWzrREUASNdS3889n3qW5o5cQxfSkuzPzWTEMsKVF0jZkfrmT2wg20d4QYO7yUjVv3sWrjbixT0tjSRlJiHHff/CNefXMhpmnSs3seK9bu5Nopp8foeRa7dlSweesenE6dgrwsTjp+GLpDJyMr3a4aKwpVB+p47b3ltLb4cbsdXHD6cehOjVkfriY50cfECYMw/aHPrb5IKUFRCQTCuN0OhvQvJiUrhd/ccDbT31nKPXc/x+3XnwOqwAzFdqGAy+ng/9g76/gqru3tf/fMHI97QiCQBEiCu0uRAhUqlLqXUndXyq17eyu37kYp1A13d3cngXhycnxm9vvHnCAttNBCe/t77/P5hJAjM3tsr7XXetaznJrKpef2Z/qclTz+0jiyM1M4ZUB72aBxY3y+IMFgeM3s9RV1umG+B3yM1aKhTkSrSXJym1/eu33uRR6natbtLpWvfzQBRRFcfdFg7DYNEmP0z7+do5lq7NsVFaVfCCGMhx56SIwePfoPXB1hMvbw744ejTlq1CilpOS7z0WlvL15el3JNMnSs89Ok263y1y2YnWjD5+5CM1pP2T4v974T5k6n+TEeFoW5kW5M/LAD5GYlcJJ/dvTtHEG734+jcKm2Zx7bj8IWemoyuo6Vqzdwaibz+K2hz/gm4mLCOkG439cwI2XDeHEflEy6D+1g98RwDQlaqyLGdPmk52ZTlZO1jGt95cS0FSxa0+1uXPnnkopzUhMTMzuuro6ec9dt5z/9LMvvdA0L7euS7e8Vh99NDHAkTich8FfqpgjAXt1AZgOvAXv4dl8DmowMcpAP9wNYxl/3V1CMH0ezt39USKxf29O+v88JNJZhlbTDM2XiWfzcBAmkZjteAs+RCpBbDVNcRX3QZi2/bEAIY+JMyCwVPPSQJyAokyVphSlGWp14O2IkvCqZtRuELu2pAhiXxPkF6A6XZqx3elhBxiQIET0dvIBQ4BbILI4C3lJAiuXb+SC21+mbX42j9xxnoxLiRW6N4hQBKrHRXVpFaZpkpRircIP/VBLTCHwV/vN0S+MV8f9uGhnQnLay97/nDSbBwMVPOz6Dw/QhpywKXEpse+9Qe2P48m45AE0lxOzshaiZWtGxCAQ0rnpsiE0bd4IJXLsmtscNGIpURx2ps9czvadpbz0r8sxTElinAfdMOsbhlBeWcPtD39IaXk1W7bvRagq23dWsHDFJhRpMmX2ChpkJFKQn03zpo3o1rEAu9uJr6qWmXOX0aJNAds372LRii1Mm7uKB28ejtvtpLi4nAkzl7GntJaCptl0aZOPjBrsQ4/X+kdx2An5/HwzaRFOu51GeVkYviAej5MLh5/AkmUbuevRD2lX1Jhzh/UG2G+AIjo2VaFPlxb0HtCJGRMXctsjH4iObWazYs0uNLtH6GEfffr0CU2fPn3fyikvL8+xadOmUDBQ22Lm/GVxe8srjRfenaIVFTbbsnD5OpdEZF53yWCpqkIaUmPi5AnfaarqBdSoLsBxgRX6lfKSPn2fd6bUPXLVud1rxo4du/m6ay55eNPa1QlOu3bI8L+UEqHZ+O77aRQ0zSG3cQNr5X/gZ4WgpjbAhZc/ydtPX01h84bc0WAok2as4JY7X6NXp0LOOK07rz4ygnE/zeeSW18mPsbDs/dfwhffzyOi68yYv5YTh3S1+jscr5PwN8MwTdT4GOZOnU9KUgLNmze28v7HCPWptkhlrdy2c6+Q0igHWtfV1SUDZXZn3Iy4WI/qratpMnXqqvU5OTn527dvD8M+1e+jwl9+nSRgq22Ce9sp+JuMJxK7Napdf6jnxgr7G7Y6QikrsNXkY/M2+kvU6P5/hlQM/A2n4t7VD5AWcVB3Ya9uTsyG84lddymqLwtvs4+pafEa/sbfIe21CCkOaA0r+YP3JGA5ATqQDaIfisg0IaEmw27WPKjgfU+w+XLJum6wMhFjvhPmIpiNYDbIWVgSgquAH0FcaCBri0j77Dl8CZl0atE+UumTRnrbS8S7H05CS0/ElJJnXxpHr7PuZ97i9RDjtsLFh0AwpKOkZ8j7nvzYWLBiJ4MH9LytZOeWWR06XqXxiHsu2VzNqNBKSu0KC6fAi/9BGAZjf15E2fYSyqrq8AfCICG5URrNm2RQWe1D1Q2LPX8MIYlGNuw2nn/1K7bvquDOa04nKTme1NQENLuG02XHE+PE43GQ0yidlx6+nCdf/Zoab5D+XZvRJDuOU04oosbrY9Rt5zGofyemL9hAVnoyfl+I20e9w/K12wmFDd589we++H4OSfEerr1oMKmpiXjcDprmZ3POyT3o2CaX9q2bEJeWiGke7GDVNwICEKpAOG0sX7GZB5/9nMLcbM4Z3hcZiIrPmBKbKujcrhkP3DgMj8fBLQ+8zbhvZhPWzWitEOi6TlllLWM+ncSbn00mJTEWPaibazZuRw/7XEIIpk+fftBJb9eunQ5w2pBBX51+xrAH23Xp12djpS+5JiBanzS4/5vzlu9k/cYdkr0+c1txpREOh2sOd68cewj5/vTpocrywEPB2qoR5VsWdfnm+6mX/uexy23OaOOgAxGNJjPuy4m0btGUvCbZvzb+iiAS0Rl21VOsXr+D5MQ4pGESE+PmlEEduerCgcxavA6hacQmxHDp8L7M+eYJXn9yJHc//jHBSJj0lHgcdmu7h2sP/U9Hvbb+1jWbAEl+bjaKpiEPk3L5IxAiWnLscoiYWI8XaANMwQrzi3/9a/Qu3RC1N102iHNO65OpKHKMlFIKq1/cUU8ef5NmrsTmy0ZsPY1g9kRMVynO0i5IYYA8kBwoMIVBOGUJCANXWUfMX33mfzj2MEHxoRiuqLBSPQTCsFpJ26sKsdXmAxLdXYKv0Q9IRyUiEotjbzfs9WJD+777y8qlI0MEaACiL8jpYKRLTUVq4EcY/sPHvhQgJKB0D4SaqIgqKAv3ofyRubzaCi37vbKtN7efuuvLiW83ff2TyZkOFTl78Qbx79GXceKZvdErvGjqgY+HpZEQiejkZKfx8F3/Fi9/MEH59JU76NWn3/k9Bl0y77Zrzy1+aOyN9tGrxQIyfVeIx3nU8dNL/Rwlq1W/TeM/H/5ERXktQhW4XQ4G9WnD6af1JCHegx5tDKPa1GNGr5BSWq1VnXZeeO1rkuJiOHdoN+x2m9XXHqC+9WrU8aitrmXL1p10apGJzWYjOSGWdqf2tSYmU2Jz2Cho2pCU+FgeePozCvOzGNijFZu27WXMN7PJaZDC889ch6gLYHdoYBjRML6Cw2nDblMJBMx9xn6fwRcCoalg09i1tYRdeyppmJnM2g07GXl+f3JzsxCmcTDD2rSOLybWzeA+bek/uAvTJyzipXd+4IbLhuBMjmfJrBXc+8THdGiTy4sPXUas24GrYariiY1l6ao3ggJJYVERa9as2bfZsWPHGgD/efPdWcAcRVEMAXy0Zg1Sysnt27W67OLb3mjocnmcW4tL7gTqewH/Jco4QiDHTl9bN+b9f2edMuz8yf0753qy0hIP+VTpEZ2vf5hOn54dSE1OsF78ZZRAwp6yKqbMXkWPTgVo8R7MWj/CNNE0jdxGGRQ1zWba5MXs3ltFg4wk+g7sSEJCDOPevJ3HXhrHlHmreX7UpRAM/Z/kAtRr64dq/WzfUUJek2xikxKQx6Dk7xA7Q7idIAkDycAbDP+8tENilbY4c6TRfnrfpbMWbWqcnhSjqIiBNptzjZT8C/iU6EQ1Cngo+nAdOL5Ro0YdNNjjqwNwBDDttQSzJyHCcbh3DUAKHaQ18QoglLqIcNIaYjdcYHn1/yv3O74QklDKYlB0HHu7cqQ8C6lEQEhMzU84dSF6/CakVNC8jXGUdkELJVif2/+NA3f620OivlD6YOhYqYJffrteR2CnsIIBe4BAc8NU0lTF7L5d5D4oaPjK98aeZx+NOFLdatPsZNvajTsZcX5/brrzAszyqv3SbCJaTm+aKDEeZk6eR07DDIIRyUU3vYgvEAyZ0mZfu3HHKVjdfhXA7N6944O7i2tvTYoRMWkpLlUR0CQ7nVtHnkpWk0xWL9/EruJyVm3YwdxFmxh18zA6dyo4ZuF/KS0S35KlG/h28mIaZiRz0bDe2By2aOFYVDksHGHjll1s2rIL0zRIiI+lsFljkpMsXQghxP6oRLQU0lfr5/m3vuOGy4awfXc5rVo2JuANMG3OKvSIn6FnDET6/CAUyxgoCthUQjU+Pv12Nh6Xg+HnD7TEl6IXrLrWx8QZK1i/tZjkxDhyG6bx07SldO/QnOHnnIDp/R2ipqUVjeF28fXY6eytrOaaey7k5w9/ZvGqLVx78WAS4mPA42Djqm36bY98rE2cvfq2oM/7XFFRkX3NmjWH6NX7671IKcX111/fdvbs+enLli1agaVW/Vct/xXA7Nix3bCqysrn4ty2rFtHDNLSklz079XR6itQb9wFVNfUMWHKfAb160p8gufQo4zyHV7/aCKffj2LqhofifEeJn/2IIqIys0qgrKyGj77djaFTRsyb/F6khJiaJaXxYCerQlHdPRoO+7DGUMpQUQrCv+JME0TxeNm8k8zyEhPpahNcwiFjnm0wzBMVJddvvPxFPHYv8fv2Lx9dyOgMbC9fh6UsiyreX6HFW88fkXyirXbGDSgj/+CG56pW7dhu78wu0HHhevWVfzWPg7UAfjbHQAA1BDBBlPQ7TVWaZ/QEVIjnLiWYNYMYtdeYa36/xf2P/5QdLyFbxKz+urorf0HzrkwrGiOACNmJ6GUxZiuUjAc2GqaYy9vixKO+8WXft8hOJqRSKwGPGvBnARUCUMEc1WZP6xWSdhyJ/El03jynito0aoJP/w0D8M0OXlAJ9xOkJ4WiIQW++rf9inmCYGu6wjTQFFVTKmybt06+fIrr4iLLrko0L1rdznhpx+Kr7v5JlfzhskZL466UM1unI4Z0BFIVE3FZtOskGsoghLv4ZmnP2PSrJW89sRI8ppmI4PHQERESoSmMvrpzwhFdO657nRiYz0W5yAUYeuOYjZt3UU4FMZu02jSuCE5DdOjQkjCCrHXj+GgULFCMBDii+/n0iAzmRP6tEGGIpaDoCj4vHUsXraWDu2K8LhdGLrOynU7mb14A6XlFrcCCbFuF7XBIDmZqQgV5i3ZSIdWufTuXEjDjBRcbrslPqMbaKr6a7La4a65lAinnT27ypg2ZzWFzRvSsldrxr/7I6FwhAtvOJNlExebV935qhJRPOUjR1w24prrb/161KhR2ujRo48ikbuP+fpXQgCcc87pTb/7fsrEFT893igrKxmHTWPlyo2E9TDtWxda1RmKYOfOEhYtXcvgft1wxbh+szxt8YrN3Prw+0z/4mFmzFvDg898xs8fP4Ddph50L+q6dd+HgiHmLN7I5u0lLFq1lWsuHEi7js0hGEGaB/etkNF7MegLsW3XXgqKGlv3zD+oXNA0TZS4GGZNmovb7aRdu0JEVF3zWCPafdS498F31Lkryz+YN3/JlOD5j01kz/U/U2hmCKcZYo9W2nX9wIYPXdUx5YTubbDFebjjvreo9Rv8MGVpjWrTSgub5a0eeOKAxa1btdj6yZivPYsXL44pzI0LtC3IOTWv/WlD4K8QAjpSGA6cOwcRSptHTYvXiVt9FeG4zQQzZxKz7tKocNA/1HX8h0EqIYS07S/5+0MbURHRNI1Wk4dWm2ORNoWBHreFQKMfMZwVCNOGWpeFo7wdqj/rUBs64P/iqEcTBgpAQTHNz03VbBWL2mrPO6TGbeXGG28gt3k2hHXOPKkbqIpV0hDxCV8gws6y7SxdNJe8vKZ06dKZrVu34fV6KSgowG53sHbtWqZNm87yZUvlpZddRigUdN162+00b5Kaf1Lv1px/cgfyWuRaIjQuZb/NiNbPgyVJa0qTgD9IcUkleY0zLWP6ZyYWIaxEoE1jw5YSuncsYOeuPezcvZdwRMeuqeQ0yqR3t3bY7Vp0Ua8czD2Qh57cJNYEVVJaxbCTuu6fyKUEw8DjcdMsP4eVqzeS16Qxdz32IWef2p0BPVqQk51GSWkVaclxOJx2TCmZOHU5E2ct55WHRyAAzaYdtMqvV3g80vMhrNZ3ZGQkY7drbNlWQpserajzB7DbNVBU9pZVmzV1AaWoZdPVV193y+prrr+VFi1aHOUJ/1vmIs3hsEe++27q19PG3N8oNy/LyvebJq3aNGPipHls2b6b/PxGrFy1gZ279nLyiT2wOx2HN/5CYBomY3+YR9f2zTlz5FOs3biL1gU5OFwOzMjBQlSaXQPDJBIxaJaXybxl67ltxMl88cM8fp6+nFbNG3LyKT0gGAJAmhLhsOOvruPJ177C7w/x1CMjrDp39Z+RxjVNieJ2sW7pWjRNpbBpYwQCaR4/nQ6kiVTsVHsDJcGg9312Zt7D0BXNuaK1DbuC3EFG5MZMs7oqYD0joTCP33MBihBs3Tkk/v2x0+MdTkfTGRO/G/rl2M/M9NR40bN9Y5nXKFEMP6mbOm/H/l39dzgAAFLBsbcbIhJPVaeHsFUV4N52ajTn/L9yv78EwiSQORPH7r71Lxyb7UotWtlsw1ZViK26OVJIhLD4A+HUpUQ834IwUQwnWnVz7FWFKKHEP7dbQCgSjymUYS0CsuXpX8opk94WXQd0Jrdjc6iooXhPBR+Om87XE5eKrPQknr//XLl44yTx7ldLCdZVsGdvKWVlZeTk5CCEoFmzZoRCIXw+H3369KF1mza88cYbxMfF4gtE6NGpNRedVMBz//mE1z6exPmn96R/j5YommpNiNFTatNUqPVx25VDuf3m4Vx5/YskJ8VS1CoXGQgd2QrpQMlfIBIMs7O4lK07SvD5A5x+YisWLNvKT6Eg110yBJvdBvVNdBSx/4uHMfi/2p0iqK0L4K0L4kqIiUr/HjBORcHlclJeUUODBmE6tM7lxCFdkHXWRNWkYZo1ZlUh7A9RUe0lLycDR1oCRkWtlZU4qCzt90/BL2GxtD04nXZ2l1SAaWK32bBrGnh9DOrdRhl2cneef/fnZkVFRU2BTWefffZ/6+RSPy4FiDTNy5t17qmdC1oXNop2RIwadsNgQL/OfPvDTNZs2EJWWionntAVzW77bWEaKVFUhYvP7E2nU+/lP4+N4NOXbrGug2EcnHIRAmmYrFi7nXE/zmf77lKaNEynectcbspMZndJBZNmreKOB94kEjG44PSe5GSn8tXPC3G57DTITCYUNhB2G8IfPE6n69hCRstmq/aWsbe0gmb5jXDFxxyfvH8UppRgt1NeWcsWs4ng8ZltmGEfxGmmDReAAU1UNZAZpyxevY3ThnTG4XKgOWx8/9NCHA4NicltVw5B0zRFmqYiojwfIQSKKpi3Y/+D9d/jAEQZ/zZvYzRflpVDLu5jvfW/kr+/CBI9fjPunYM5fk6XiEYIrL80byO0umxc9coCaohIwiaC2ZMwnJXWOEwbqi8bW3U+Wl0O4nekpCXgBLYrksmmoE37MF1P+UR8/eOTnHdqX6654iQ2LFxLs/bN5JjXvxQzFu3k6Scff+bDMd8kn3ntq5dV1vjNbj16KU5bEp6YWHJzc7n11lvJyspi7ty59O7dO7xkyRKlVatW2po1a6isrKSsrBRvnRfNZsOd7OT2K09B9Xh46sUvWLZqK9dcfCIxibG/Cn/abCpCVbn8vP78PGM5GakJJKUmWM1W9p2yX1wHU1JeVUNxSRkleyuIRMJWdY3NRnZWGl06FOF2ORGKQuOGG5kydzU2uxatt5cHFGccgYUV1j87dpfxxY/zqKsLcMPlQyAY/nXFgjSJj3HhdDp58+MJXHn+QJRQBKmIg3LTRijCrIVrMUyT6645HaOi9pi1lVWEArU+hvRty+ffzeWl58aQk51Gg/RE8Ab4aPx0pUu7otBlXj3z1fe+LlBV5UfDMH9n55Ym/zEZ4O/jwNCblFLa33vrpatfePmN2zISnY2uu+gE7G77wZ34JJYKnTTZuaucAb06o9U3WPo9SElRs4aULH6DWI/T6qh4qKiLqhDwB5kwYwXnn9GLSEinvLIWdKtHQPO8BjRtkomJIOAP8snXM/n4y5ncePlJlvRwjIuHX/iC554dQ+8uhXTs2BzzN8pA/xtQH91aumI92VnpZOY0QAaCx834G6bEHufhlttfV6fPXITvijnX0tg+grZ4SDNh4mLY3RL6ugief5ZY8Oh9REIRHC4nCMG85Rup9frp07kIh91myXL/ivB58N//RQ6AwFTCBFMXodXkE7PhIuqafoytJh9Xcd9DVAj8D8cahrMqKv37F+MAYqfQ3djLW2GvaLn/baFjeEqIxG8imDUTlCj1TwqUUDI2bw5qXTZqMAWkYnHcFEmNKUgv2EIk+wG++mEBWZnpfPrdYp5+azreuioG921peNxurcKrv9Cj/2l3rttWHvP6m++MLCsrezYpKenG7777zvB4POq6deusMLkQ2O12XC6XPP300wGYPXs2gwcP5qOPPqSkuASbZsn4Ohx2pG5wz+1n88LLX/HUf74hLs7JBaf3JrNhOoTCUQa8IFhTxydfzeScU7qTlBS3Twiors5PeUU1peWVVFRUY5jSWgsakpSURDJSk2iW1wi7PSqFGyUsCiH28Rc6d2zO1HlrmL90I907Fvy2zZeS8qo6UlIsfoY0TBYt30Lx3ioWLd/EbVefRozbvi98e9A0qKnUVNXxxMtfEjHCNMpIoGF+NsYBrZXr69H3FFeweuMuLj6zN0o46iAcIwgRJVLFemjSMJVFyzfi84do1CCFD8dMwRcIceHNQ7S9FTUIR0xDI1SHECJ8QOOeQ231L4v5C4F86qkPPIP755436qFHby1sltfY49Qczz9wgdK7SwGqov6qDW8wHOGr76bRt0d7BsTF8OPkOQwd0hubzXbE6ZO4WDeWs/2LzwuBPxDi82/nUF5RwxmDu5LfJMPK9QtxUNMqRVVRgNhYN1eeNxAp5f5rD7zw2JWU7Crjk69noesGXbu1wAyE/itFg+pJv9MnzSY5MZ5mRfnHzfjrhokW6+K9d3/iPx9NpEHrwZQXzsCYqcYwNwLSBs9Vw9bPkD3ug7dclH7bl2CVn0goEq0dNGlTkMOCFZs4oUcLyzk/Agfwv8gBgHDyKkxPMbEbz8MEYjadjz/7Z+qafEXM1tP/5wQcTwiTQPYkXDsG1r/wdw7moIiPkHY0bw6at9HBc7EwMR2V6DE7CWXMxXCWgzCRAjb4VlIjMwkGK5kz7ytU4cDwJVDX9ym21vbFla6GJlc/qDaZ8fbj8zbuvk8IIX/44YcwoE+dOjVgt9sZM2aMvPDCC7niiit49913efHFF7n++utJTU0lHA5jt9tRFIWKigqEEKxbt46ysjLy8jIwpYmqqhA2uP7SwWhpidx35xtIU/LUC2NJiHHTv0cRmk3hhXd+YMmKTXRumU046CUSneBjY9ykJMeT0zCD9m0K9ikW7jv835qMooJMUje586qhPPX6N3z29Ryuv3QQzXJ/zbdYs3EX/3phLK0KGmFKiT8QokFGEiBo1iST3XsrSUiLx/xl+DZqNtdv2MV3ExbSr2dLenRoxpRZiw+taKgIAqEwNV4/8RnJBzkIxwqqomB6/XTu1hKbpvH5d3N469PJ9OjYnEZJyXLm+KmqVOzlKjTQoR2wlKhrtW8jw6WdsSLM1fJG7NyJjS3ALTwrFjNcqoz984I/ffr0Senco0fj7u1b5OQ3adTquRdfHjRv/qL8jz941P3Zh6azScNkZeqn95CWmYQSFWqqN+gWq15QXFzKnIUrOWVwL2JjLCPerWNrps5YRP8+nQ6uDPgtHOozioLf5+fRl77kvNN6UNSskcXEiZaX/tY2FFUAB/BZpES12TCiUtIdWuUigxGE+C81/rEeFsxcjMPuoE3LZnAMlf4OhCUp7eSTz6bx0fg5ZPR/i6nuXnhri2HOVtDTQbWBmQLyafhKgTgd/6Ua3sWbWbVlB73Sk8A0GXZSV7p3bMYDz4zh3KE9yM5MIhIxyW+cftix/1c4AAIIJ6wnkrIYz9oR+OoNfcSNsvV0IlnTqSh8B+fay1GR2IF6yRkdCHFocyWxDtD+1x3KPxgS01GBGkrmv5dzcbBjgFRQAmnYA2nYy9rve9lEEscUKhQoVfrgzj6fBkk/yBppopVWiY4xb5rS7nG4UtybG7ds5bruzDb3jxzWSft5zGNG/yKlrlmj5J5tuvRj4MCBitvtBmDkyJFceeWVaJoGpqlqmiYkcOGFF4pHH31UDBw4kOeee56SrUuZ+PV4fDUV2GxOK+RtmsS4nQRDddz9+Pv4/CEK87PZU55B8/wGuN1uRt9+PguWbaRFYVM6t2saPb5fR/+P+oxZIQHuvHoopmHy3NvfUV3jZ/gp3WlblGPtRko2bCmhb5cWXHXJoINbBKsK/roAU+ashMAhii5VlS1binnpvR946eErwLS6pOU2bsD6NZtoXpCHjBw8eQoETrsNbNovdCaOHRRFQCBEu5ZNaNuiMeGIjqNhOk+Pfs+86/EP1bjYWEMP1X0CLJVSasDBVQAZ0QPdSSZP0wBowFg+4155EY+JeUfhBAghhJRSxqanp75/6w0jM07s382HGU677Op789969SWXcuFJskP2AGXbxlV89fpNxMe5iItx43TZrUGY+42o9UsiNI3FS1ZTWVnL0MG9sDvs+97PykqlpraORcvW06ldoWWMj/Y0Kwp+f5AHnx3DNRcNIq9xBtL8HafzQBwqxSRNVFVBVQUV1V4y0pORhsF/01xT3+Rn06qN6LpB66I8UFWkrh9zB6C+YaQZErw5Zhrz67oQmVWMvi6I8DVAGlk0AOBLPAwEYhACdtWAPx3Q7Dz7+td0bFOAy+NEGCaZaUk8de+FvPDWDwTDYdZu3M07z15jOYeHcPL+UgdAAyqBnwAP1kQtEcTGbSGhwRT2rr4GA0lQKgdJGpnFfYkNpJNQ9AZlW04nFEyzGmsdJS+g3iFwACr7zJxsAeSAOJwj8f8DInHbosI+8M88CwcbmEYMQJrIYhN2bGsntu9qJ0UKUqahYiJIBDLImpV891nYzZ3EKG9d0YmvJr8vKlu0650ipezhdDrN+g2rVthbGoYhVFWV8+fOERMnTcJbUyuGDx9O5y5dAMhKTyWrTxcwAtHC5/04oXenfQ/hm59O5tvJK2hZkIfLYSMvJ53Ssmr8gRDSNK2GPMdUYUygaip3XHUaO0vK+fzbObz3xVTuvuY0Vqzdwfif5/HBizch9V+Qv0yJx+PiojP7cPND7/L8IyMwQhFUVbF0OSI6O0sqcNptCI8LvaYOzWmnQUYKc+Yvp3nLZsjwwaQp0zQJhsJ/WTWdEMIKM+sRsrMyQhK7WVPrvU8I8bWU0oalN3UwQtGq+XasZjylXEMq7cnnOazwSdHvPyTRngKKaZpmmzatv8hIcpz4/bdfmquWzFLmLdnAY3edz1ln9uLl178RF974HNdeMpi8nHRLDMqUB5ybA9QzoqJKU6cvIDEhjv59Ov5K2U+aksLCXKbPWsTmbbvIb9LwqB1JKUGaJrExbvKaNcQMhP9kvl6AKXHYbCTGxVBTGyQjUyD/fPfcY4co6a+6tIKSvRXkNW5ATFL8nyP9iX3/ABJpAopg45Zi7n3yE7bt8bO3Yi97mj6J3q8pTGkKBS6LxKQKwhuQhZ4zRH02JxSGSiHwBaHvkEvZtX08ur7/JAoBbpeDe64/nRqvnzc+nojb6Tjs8P7yCIAAaoE1UfMb4y6maeY0Fmw6h0D0fakJiGHfyRNCIsOFxFbGk1/0LWWV7Sgpbwd2CWb05NYH8BQOFkSUWL69PODvEIiI9d84EGVgdgPZHJTAL77+/wWESbDBZGLWX/x3j+SYQGDN6DkgPGAuArlaR6naA6Is2kG6CEjGxVVkc46SzRijw7tz1Gfp/MPoYQPzyyuMhrXbt28znE7n8ksuueSN+++/fxWgrpjz9Q2jn3z1orTkWOWxey4hJT0RGfLC3snWng0/mKFfGf/6cSEEppSMvHAgO3eW8ehL49lbUc2H42awc3cp3To2p3O7pnhsGlKa+/P5iEN68H8EDTNTaF2Qw87iCp5743ua5zfg+QcusRocHWaia9GsIWcM7sxF1z9Po8wU+nRtSXWtl+3FFeRmp/HwHedAXcBKU0TD05rddti86XEoof5NKNESwbwmmUphs0butes3ueqb/hwSb4gIo6TGaPERt8sAD3MPghTaU81U6ieww0JKqQCyeMfqbkOHDHgzwW0WvPrwpTKvSbqyZPlWcv91OQkJHghFuP7SIVx/2ZD9c9RvOH7BUJhvf55Ft04tadgg/ZCEPaEIfHUB2rQsYObcJcTHxZCWcoQVNUKgR3Sef+tr1m0utrgBx+BaCQFEdFIzk2hTlMPzb3/Ho3ecR3JSbLSk7m/0AqwUuvWY6TpLVmwgOyuVrNxspC+4vzT3aBzW6PGYhkH9UjMUkWwp03jgmc9Yunwjhe1PQub1oMTTFMPRGPbaYQeW6G8UqRDuAXYXVg/WCqACQVkMuDu1J5n5lmMmD3YShaby0bgZnH9mbyvFdpj7/Jg5AAdeviOs2jVdrqpww+zZ9l21nY2AmmSIOAMpVYU22DkBkzVE8KNJu1DRJV4li1XKBeQ3+p542zbWR840UEykqahEojtWABsQhGiuwLIGDiQmEVzAVmxyqUUpqNVRDFBmWI+dWfALJ+CXt+X/STUCYSKFGe3O+H8D9Zc9BZQOlgaauRqUaiMqSLYSZCbwIFBmwPWqTS6+MYEK84m53d7/T/uNFy184PbLesyYvbzNAw88EBpx4Vkp27ZveKZ69+oWpcWbbTH2RlIGKyEsfrXC/T1YfcMlDRuk8NT9F4EQ+HwBPMnxvPraV7z49vf079mSPWU1tGreiMbZqUgB6rHIlwpBMBDkh6lLufvaM8hIjxqG37LIUmJKa7zNG2fywK3nMH3OKloV5HDOGb1B16l/UkSUkBTrcdMstyELl6yhc7e2mMHwvnSEaUrC+l+79FNVBaPGJzv3LrJdOrw3dz2ySQVJUVGROFAG+CCMFlZa4BkxDhh30Hu/Ef7v0KGDTQhhjrz8gpfnzF1wzUWnd+XmESOwO+1C6ibtWzWxPnigof+diUUKwY7txSxato4h/boRGx/za5KXsFb/ppRMmbOKl977gbNP6cGPk+Yx7NS+xHhcv72T6DYiukGNN8Drj1/F6BfGHrtq4KhhcrsceFx2EhqmolfXoWl/gNd1KKGqPwDdMNES4/jg7e9Ysaks3KJJstqldY6aV5CLXusDAYq0FBFlVHoaRRy6UiIKU0qkaVJWVsX1j33K3GUlYCqEZAx1XoOQdiVoY9n27e2gZYLazPpiBAgc4lCjP5Xo4dlCUSukUFGhxJ9Nqs+MKqT8+iJFDINnX/+Gmy4/mcbZqYcc6zFxAPZVFUV/H67KU42+F/WHRFbeEnvw9GSlTG2pCEybRLUs724kizG5Ehv9sPIBMQI2QGSzM7I2e5jWsHKeaL/sNWVlzwtkuHks1CD5GT9+AkhU7AhiULBjIwMbDdBQsbMIg08JkY4mfahiBaavArHHQJkhkHUgG0urNZHtgJ8D8d8SsTpWCKUtwFHa6e8exjFHvROQGnUCTDArQLEBSKgqhr1JoD+rgkTIp56Ddt86vF9tP//njXnKde5K56n9CmxzFi37+LRhZzpiXKoIBgIIxcaAXq1EXKzLIrr9mUFGa/A9LgdmXYBrLz+ZCVOWWEp2TbP5esIi3E47i1Zs4ol7LiQ5LfEg5vXRIhSO8PL7ExjYqw0ZaQm/P4EqCqFgiNHPjyUYjNC3e0tQBL27RmPgumFJ/R5kzKzWs3GxMaxauwWi5YdCUTF9QcoqaynMt0SY/sqVnykRqk01nQ5VBWIMwxQtWrQ4ii38djlgnz59tOnTpxtJSfEDmjbNe2Vv8ZYmP7x3m2yYmyVMfzAaYfkD4xaCRYtXU1Nbx6lDovn+A4x/vczuwmWbKKus5ZsJC9lZXMnO3RVs3FrMfdefwfcTZ3PGSX0tQaTDQQgM3eDHaUvp1bkQ3TAsvYpjBgFhnZwGKTTPbcC/Rr/H8FO60bJlLjKs/7qHwL7S0YNfl6ZE13UUIaz2z1YP74O/85vDsD5v6gZanJuFM5Ywa8n20Jr1m8vHf10aRnM5HE67M9Ztd3i9dY5BvVprA3u3Ys2G3Qzu24aiNnkQCFuqngdEBUzDRHHZmTVzOc+++zNrV+zC9epLVP80FH/FQliYD1WWw60gyeQZYjnYnhiAWyDtkogJZILU0fGh8T1Paztkd0WnFyiCYr2Q0i0VRCKRgzYihADD5JYrTyUYDHPvk5/w5D0XYjtEt8g/5QAoWAS86UBd9EB0wM+hw+gCaykWEpCRvFx4GpeIFVyIstfAlKrlHZQCcQheQ6Nh9AsR4FNMPuRHuvK+eFs/ZWerrqf5+yd72mz7WNvqHkLFwpwKOYZHOY/PWEkCCskYaEgc1NEbjXM5n2zOxMEwVMYB74G8EMFy8M+BXSbCH4JlWNdUxXqw3KC7TCIhIBuUQrB5QPnvoq/8UUhCKUuIXX393z2Q44J6JyADlFRgC5CANZU7FXBWm/hzQdZKZIWGyHUTLJuY3CwvyTtvxY7glecPcW5Z9IqKLyhxOZk+eR4Ns1LJLcxD+gNwDMOXiiJANzixT1tO7Ntu38OqRwx2l1YePlx9BJBYoeF7n/iYqy84kaZ5WUe4epIoikKj7FSK91Qx9NTumP7AQaVb4VDEMiwHbk5KbDaNuLgY6kqriIl1gwDd0Kmu9eGwHSE7/c/igByspirgD2md2zanb89OVzhjYhaEfL6JWPPgEXhVv1kOqE2fPl1Py0w7bfWqdc9/8dqNTbr1aSnNGr/AH7KiPkc5bmlK9IjBdxNmUdQ8l87ti/aVfB0I0zRRXU5OvvRxgsEw7zx7HWcN7cEjz33OPdedgWpTOaFXRyZNn8/g/t0OXXYnBFLCtl1lrFi9nYfuu5Da8ppoWevRDf2whyQA3cDjdjJy5CmsX7mFMd/MonmLXIxQCH8wgmlK4uNjEEgrMiAlhm5Yq+qo1PPy5Zt489NJNM5Oo1eXQnKy0khJisFu035fNlpYHSJ13UBRFOw2m1y4YquorKrSzjyp84t3/Ov9p+tTQ69+/HHi+QN7DrjsimtuvP2xz1t663zqx1/PdmuqUPp2bSHuuGooKekJEI6AIlAcDhYtWse/nhovm915i9hYfgkrngNRJCG1E3hBRHlvcQhZgBRtEDjZf4oFYLf0wuwmFl/tIzR8gM5VioEbiYKwG+wNpdK3ZTv5+CtfiX/dfgF258GOIVLidNoZ1Ls1k2evYFCfdr9yQP90BEACZcD6X5xk4rBC8PU0qgMCZmmu1TTotIRFTa5GLDQwe6qQCDQFcoCGgBurn/unVDGBYhowhh/Fw3SWdjnONpaGskXFB03frG2Y1bRg5/cJ2csnFa9vccWc4GVijxwlSxktzOhJEAgxgW/kC7zJE3zDuaThpxex3I+Tl7AIF6dDpBT2roW9oeiZEVghGS9a/bnaagU8w63A/n/BCTBtPoQe+xdWOv89MAGXAJ+qs8cZITZRp3luMS0yJuCvKGdL9nBKkltKmXyiiNw1KOJ+653quuo3k6q9QSemlOGILmwusNk1DNM8pi1AfwUprVCuaaLEuXn26c84f2gvUlLj//DqXwiBoZsYpsTjcRyV8ZVR3fMubfOgng0tBNhUJk9ZynUPvMW65e8SKa3av2I0TGJi3TTLa8ii5WvpO7AHhELs3lvNjt0V9OlWBJHjHAGISt1KaVrNpAwTvbSKzie0Mk5dtLbJtFkLWyqKmFhQUKgcNg1whHsCTCmlZrO7r5s65oEm3fq2MY3KGkX9g5K3pgmlpZXMnr+cPj3bk5KaZEn/HuK6KYpFxhz/xh0oQtC1fTMiwQj33zjM+rgpSUtJILdxNvMWraJbp1YHn/doj4ulq7by6dezeeb+iyEUJhSK4HAcn7JrGYqQkhhDfGwsjz79KbVeP3vKq3DaNJKT4shMS+LaiwZRWVvHxBnL2bazDE1TCIZ1Whc04pVHrmTP3krmLtnIuo27WLBsM62Lcrj28pNAtyzoL+8s3TDQkuJ46pEPue/pT3n54SuI9bjN0c+PVVoWNJ44oFvXsfC+6N27tzp9+nTj2gsu8F1rWYArgA1vv/12asnubWcMGdi78LU33+/Qfdjo5ghFy2yUE9upbQtbJOhlypRpyLaviznvnUwgxYRcBTlbwC6gChQEqVjGJB5BDPsJ6Qedn+jvMBYdbp0CpjPJ8ggk0E6CDbZt2CEWTV3A3dedhd3t+FXDJyklg05oz92PfURhfjY5DdMO2tsfcgDEAb/FL16XYBnz4VgGPIx1Cp2AHxLEDnIcM1hYcQ1iD8h3VcjAchDqN2BgLdtKgUXMZKw4jeFSBakwWoRBCl4Qq4HukXtk0crys9v3kQ/lX749v3/klPO2vDFaRLshSbGvXGAolSBGcJ8cjYMUHmA4Q7iDN9BwY7WMewVwYS0RDazwBlh95TdYc16VRJtrvRppDTb3P9wJCGVNxVnc++8exvGF0IlIcKVtpU3TZwj5Z2Aakqpt1TSObYK3roYW42bykGOELNVTg19OD2ve8pWKN1UNS8NqQbtPThOi/z++fJB9Kr+KQjAUJjHBA4oKxh9wABQrtCtNyUO3nM3o58bwzAOXHFn9vQRVU8hpkMrajbs5WVGsSISmsGXDLk69/AmGndQFwodopqeoOBw2vP4AYVOycd0OPho/kwvO7E2LwhzM0PFSghOgQm1NgPlLN1BT68PnD7Fk9RY8LqfITI+XsxZsMN0xsbn+Oq+2du3a+vrGP3RJO3TooI3sADabc/yrj181sGfn5iY1dYqi/DHjqQPLlq+lqtprCfo47JbxPwwkIFSF+cs2MuKc/sxcsJa5izfQu2sh3do3sw5NQkHzxsyeu4w167fSoiDX+rIQ6BGD/3w4gRiPg+dGXYqUEAyG+eTrWZzcr8Mxd9SEsCJdyYlx3DTy5IND/DaNYLWXT76cybX3v0nH1nkM6tOGS87rb6WZovwZaRhkZ6UwPDsNBIy43Mb3381l7JezOOfiQRiVtajaflVDKaVFUPWH2FFchhBC/uvFL4NtWhXsumHE6Ut3bl3/ZLsh12wbPny4Onbs2PqHLJyfnz9x06ZNElCuuOKKcuCN+x/cP1zXf2SD7Zt+GL9g/tLOqdhMX8zzindmKsI0EbqCDGCRzqOfTwI6AMkgMjmoGu2Q0AFdwaoeuBjIxAq3bxfghMScQukIbhPrN++mS0LMr+5igeUEPHTr2Tz60jgevOms6F4t/CEHoI79fLsQv3hqVCQNETiiR3srOl+bdaCEY6uLbU03f6WtSLk4gAMpDVPwhKJTRxAVgQk4CWMnhEASIpEAOxklFbZhAxGlF0TXq6OkwmixRsCa6UDTYT1aYN9448jh7X4kUVn0xhv1YT1h0RSkFAh2MYoSJomlZMk13M4TxOG3appQaIcDGzYkEhMTJ3Gk4sEJcguIOqgCbZ614X+8ExCJ3Y5r+6l/9zCOCyQmNhTK5U7KxHrm7v2Uzr238vpDD6Co1oogIc4NKQk89cgH3H7DNUqThmmuXSWluFyx2QtKNHbvraCd3Sb+TPj9Tx2DlJYC4IH7r1/eRCfDX71nfdEK65qSSFjng7FTMaWktKwGu9PGohWb6VKvN/A7UBUVVVHYXlwGqoKiKMycvYoB5/+Ls07qxofv3oNeUXtwvjgqWiMlVNeGuevu/+AP6Vw6/ARatmiMGQofNwU4aVPYsXUPX/68gAYZyRQ1zcbjcXLJZUMIVHhNV6xDO/Wk0MYhlzzeet3qFacLIb6QUqocURrgYOTn5zuWLlkcum658437bj3/lIuG9dSlkNphxXIOB2E1mPEHgkyYMp+iglw6tiuy3vs9RbeoouSOXeWcdc0z5DfOYkDPVrRrkbu/54OUYEp6dGvHtz/OICEhlgaZaUjT5NvJiyhq1oD+fdohIxahc/WGnTjtNpoX5hxX7Xv5i/bXMqLjcLsYOqgzHds0pXWrJmAYyPCBl0bs7zZomFakzGEnIy2BRcs3U7W9hPj4GCoqanE57LhjXQjDtAh/cW7Zt3sbxv28vM7pFrd3LxDlm1Ytq3z/++VLosb/oAFt2rQpxEGQQgghG9y8w7VrcqUSeM/XmodOSjY9J7HnQxA7JeiSeBRSsBbsNqzHVcUqg88FstivX2Ny8MLdjL6nA94DPifjgGmY5KPwANASKodmRKpLau0FeVkW1+YQ7cQF4HDYaVWQw0dfziSmUd997x2VA6BEB/QhVliiPrrvq99LDJCHYADW6v064D/sYJdyYyNtZrBb2bNdKtxF80NKwnJXTbk9IFNMGuDjLuE9gt3/mlsYDfNLpICHxFvjRq8e2aHDw7IJl4sK2lxySd/33n//gO+JqOMwGh2k4APxEfDRQdu8UHpoRAJ1qLzIbgbyGPdyJ62RvAVyJ0Iph0qBtkQic6PX5dh0cf9rYbj3oPkz/+5hHDcIFCJIkmlCjMxhq3Min439ALd08NZL12GGwhiGgSir4qbLh3D7yFNRYlyEqupQFaFosS4rv1fltfLHfyGktJjr3r1WBz17PYFHWG1ypWkS0Q2cDjtK/XumiWEYGIaJ3W7DNE1Wrd/J1NmrqKiq46JhvXA57Lz12UTiYo+AEa4IUBV27Szlxfe+54EbhoOuYxgmO3ZXMPqWs7n7nguIlNdis/3C+Gsq27eW8PL7P9OxVWO6d8ijwhvm6wnzCARD9Ovd2lrVHqBu92dhmiZ4XCyZv4bvJi1m+CndaNG+GabXb7UXrvbhjHUqmzbtMa+59+0m61av+C4/P2nCpk2V8Kvg6RFBbNq0Kfzhi6Pi7njizbxBPZpLZ3KMYlR5f6Xa+NtbAd2UbNmyk6Ur1jOoX1cSkhOQEeOISIOKokA4wouPjoiSlwTo1uGsXreD5rmZ+5j20jA5dVBPPv9yIoMHdCfG42LanNW8+OgIzHAERVWQpkRVBPGxLo7akTlK/HLbAsAwSEmMJSUpzuqJIcRhxyCE9ZyYdX46dG+Jzx/i469mkZOVwtjv5tKnWwsuGtYHu01FSklgVynnXnaK2F1WF3jkmbeu3rIr48EPv18xrU8ftANW/ofHcBRZJOUuLzfRt+H1qHjoiEeukRBCqb9gNoHZSSIag3Bi2c76lb6JZTMlVpZ8DYR21D/dAqVCYqu3JwIok2DasCLpeSi8ANItJKWmqEseuDYh8eNmqip+84EWSM4e2oPFyzexxbf/9aNyAOofUxewyYNl8MPRNxJAnoJlCVcAsUA64KVqZIdTp+qTKobZFLF6zPuPT+4zyq5Nf/ohAwk8hGC4VClCsgZB0QEBhfq/6/P5hz+8+kIE8cbixQaLef2yMzsOcNTV3XPNmR3fT6vw7Bg9fbr+6+9IwXCUfftcgyCPAA/h59/YeQhJmFoygXKs2I0LqxiTAwMp/0wEGk7Eve3/5uq/HgKBTgQXNlLtLVF1aJ6XiUhJgN2l0RpZsGvWBGF6fdg0a/I2fYH9k89fHACo17SPTYmnoqoOQzdBVdi2dQ/jfpzHpu17+H7SEm664mQuO7svDocNT4ybj8fNIBAMMah3WzZsLmbRys1cf+kQ4lLiLQ15w+Chuy60VgqHM7zRSSwc1qmt9fHxVzPp1amIMd/NISnBQ3ZWChec1QdUgVntO9j4KwLDMJk/dx2T56zktpGnEuO2MWPOUoZfdBJ7N+/mtY8mEh/nonXLXIRuotkOQdw6SsfANCVKrIcl89awZNVWbr1qKHEJMZi1PstASgCJiPfoC5Zv0jbtrPpg69Sp9zY54YQg1vx81A5AUVGRbc2aNeHrRr06+rYrh/RrWZANdYEjJ/xFV/0R3WTazEXExXk4+/QBVhOXIzT+B8KM6NZxRgAk2DTuf/pTrrpwIIP7tK3fJVJKTju5D1//MIOCZvl0adcUaRjRencQqkrz/AZ8NH4mpw7oiNNp/31y3SGO7c86dvvK7o4AiqJgVNfRu397Yj1OFi7fzAcv38SEqcv49zvfc1K/dmzYXEIwHBZd2tZGKspK02r98oVPvl/5HWCfPp1D5LB+gXr1x0tkW9pyHpeSRQImoOIX1h0UlQvwSVgF4cwoYbw+x6QAPjB/Allj2XUZBnaBw4T9Pc81wGOATQU9Ak00WC/gfqywAorg84+oHnt9y8Rkj+QI0k3SNOnQJp8tc/YvV4/ITVV+8QNALIhzidALnUFAe+soaAqMAd7FuhFrDC132k8tddSU18fM+bpPnz7a9NGjdYj2gx0tTMYK46Df9T/1fx85JGB+Phz13fGLJmlK4D8RzTi/ON132i3Dux7CQxLyoH3W/18ISSURRgsTGyalWJyGHKyT38Ta0z+7QaHEtHlRQgl/90D+AigIoLo2SONm+TTOyaR2/RbCoehjqSoIVUVRLMU467fY1wDo74JqU5GBEA6HDV8wRHlJBf964XPmLFrLqvU7SU2JY/QLn5PRfgR3PPw+K9dsZdLM5bQvasL7X0xjzebd3HvDmcTFefBVegn4AhYxLhQ5mMRYn06I1jhLKdm2Yy9jvprFk699w7DBXbnuksEEg2Feeu9nHvn3eBYt20Bdjc/K4QvrHKKpmLrks69n8+wb33L7yNPISEvAbrOR2ySbVfNWkt44k4vP7MN/PviZr76fy6wFa9m8bQ84bFGVO+t8m/XRgSOBsNqcoimUVVbjtGvEZacSCQQPSjPI+n8MA5umJH29fHk8wKhRo/7I5RGpqanmDTfkO0LhUO4JXZvL2Mxk0wjr4khbOeuGSfHecr75fjotCvPp2rWt9d4+VZqjw4FlcYqqMHfeGpav2Ybxi7CwEAKH3U7/3p15+IUxnDqgA/XS6vX7dznt3DLyVJ558xvmLd2AbhpHXIViBaNM0NT9P3/geI720VNVBYIR2rVsQmZ6Ih99MZ0TB3emb7cW/DR1GVmZSWRnpsi7Hv/A9u7YGeF2rQt3G6YUHTp0ODpPpQ6TOMyosRZsABEAPOA2oEBgthLo5aDVWEWy+yrkBDAXzHWgbAfbJrDviBr/+scQpLW4HrYRrgY6jYHmtZbxbQ4s3gEbwobzg3ekLRJWbht5kuZ2On43VSSEYNW67Qe9dkQRgCD7CX/7cv5BJHuA19BIBeYRYQtV7CTIv6hDA4LYM4tXpFW44rp9MHbO89E62T9exHyEOHuspQn46tg1e4BHRgzrcFqQyI1XDW/zUSXN9vwyz3MQRkk783EyCxv5MoLEjYJ19dxAYdSx3QohgRbZn1j4RyGcsB57VeHfPYy/CCqSCBlcw8I1Ti66+05sjkyG9snkmuFdaZqbTXJqPDZVswJDhvyvIHR4vX6Ew8milZvZU1ZNg4wkThvSmQE92uBJigUB1SWVPPjsGB6/+wKuue9Nzjm1B506NKdT95YQDFHnDeALBHjns6ls2VnKKw9fgd11QOGRYYK0yvMEAsM0WbpqGxNmLueKc/px0Xn90QNhps5dRXJSDI88ehXh0koef+Urvpu0iAvO6I3TYScxPgahCDZv28PCZZvo1qEZO4vLaZbfALvHTWpyAvMXr6Fl+yKaNErjrWeuY92mXUyZtYJxP83jmWevw2ZKTCEpLqlgw+bdtC5sQmpaPGbEODRZUFGs8Hk4QsiUVK7dQVmll2Z5DZDBiNUa+ACoigJVterg/p2YNHfDKTfffPMQIXjvu+9Gqxx9BMA+a9bM0PTp5mP3337JyR3aNJV4fcrvkhqjvIywabB40Wpqa72cOqQnDrcbecwazkj8gQg/TF1KjMfJkL7tLMfqQKdPUdhTXktR8xyWrlhHz25to4py+zZBg8wkRt1yNu+MmcqukkrOGdb7V+2sfwWbSlVZNV/8MI+zT+mGaQpUVRAf5+G4hdGiaQ9TNwhqCp9/OpXLbnuVUwd0ZFCv1nRs34yOXYuoKC7nunvfNL/6ebGRmBA7ZvGy1d8DcvHixUdrkwyCgBml3K3Ayo3bQJNWyXEu2JtjrYE3YgXGtyoYeySyDhRT7vdv5IG/JYCA0wCZp7MNhUbxCveq0ETCg6KCR9olOFqPWNI1O625p1dR3KXnnGClAQ+R/98HRbBm/Q4+/GI6HftdsO/l33QARPQAPsZa+JrRA/ECKAhpx0Yq1sr/MdbQmUsJs5vnRRnACxfRaJMz/7Knx1a+OGoU2ujRx9/4HwATwNrv4q+vObPjSok2MlHdNnfkKR1mvPHdYv9Bnx4pbbwhIpRzMW14DBdh2qCSjpvGGIxD5XssCdloiaMRQpj/BYbijyCUPY2YNZf/3cP4C2HDo5ikcBm7tcuw9YLlzjHmkGtvpUGqXTl7YDtOH9yVdu2boWBatNu/ybEzDRPFrnHTg+8SH+vmsuH9OLl/e3DaIRxB6ga6148QAm+dn5KyasqrvHzw2m1UlVTgranD5rDx2VczKdlbRazHwxXn9efNTyfz3aTFDOrbzlqhCUF1jY+95TXUeutQNY3y8hqWrNrK6NvOQbNpRAJBxv2wgC079vDIfRejl1mlfqPuvQBvWQ2Pvzwem02z6rdjXKQmx/LC6MtYuHQjo5//nNefuArVpqGqKm6XHaPOh1AUpGFS0KIJ6SnxPPnqN7z07FiuumgAk2euZOuuMvaUVTFl7moefeoa2FtlnZj6aENU6CQQCBEOR1izYTfT560mGA5z6oCOdOjWAqPG96sqB0URRIIRkdSsgV6Qm64CiYoQLF78hy50RBECA9J6tslR3Blx0iir+e3KCsVi3FdW1jBj3jLat25O9x7trRBv5NgYf4m10tu+q4wPxk2nZfOGGKaJUp+wjEZ5ykqreeOTiTz/4KUsXraWFSs20LZtAQfd9IZEqoILT+/FY6+Mt/xiefiVuZSW2JPPH+Zfz3/BqGc/JzkhluSkWB6763x6dGtpcWqO8ZxZb5dWrtnG7Q9/wNS5qznv9F688OAlpDZIIVIXIByK8Oi/vzC//GmBmpKUMLuktKIQGAH8O7qZQ2jw/QJjMekjNb4Uq9krp5FNK05F5WSQC62P1MTDylrYKPczSqOZAfwS1ffLEjqV/eq19WSBWCAbmG3T+AJIPtXazOemQoy4R3P67xjYYEFMsLbSNfadu3C4nb9j/BW2btvDW59N4bkHL2Hs3P3XWEgp5ejDXJD6sMXn/KLOPw6rVr8QuIkID7GFbnzNI+IuXpc2EjHP/2pAjjPkH7E5vd1jfVNf9Y8efZBg4F+KUaCMjjoEI4d3Ol8xIo1s0vgoqTJpzz5uwChpZ7QIM1DeyWgep9s+zobgfgRzgbbAciyOQwUkmFZmIJf9UZJ/BBQdb/P3iF17Bf+gUf8pmFj0jS2KyQTTZHe8gV7oQG25ggahFzBmziJSW8LLj4xk6Fl9EF4/dvv+fur1/cHnzlhIanIC+YV5x6c/uCTaMjfCTQ++zWN3nUdKg1QMb3Cf7avfpymtPNSzb3zDtl2lnH5iZ8Z+P5f4eA+tCxqxaWsJo+88D+ya1cnPZmPMuGlUVNext7wGm6aSmhTHrIVrGXFef6SE5MQ4chokExvjAkUhHArz73d/5NT+HWmWn7XPAJimiRAKwnVAr80oGx3TwAhFGPv9PCbOWE6ntvlcffVQtq7ewp7SCrr17IDpDyAUBcMw2bi1hHlLNhLRI+gRExNJUX42c5au58pz+hMX68bltBMKRQhFdLBplO+t5IfJSymv9tKlXT4De7ZGi3NDIGx1MzzESlxKkApIgX7PI59oL773470YkcfDEaOeo3VE85MQgoyM9u62RWnZy9aseHfMS1d37zWgg2lUeZVDOgCKQBomIdNk5Yr1lJZV0a93R1xxnt9fUf9RKIp13YWA+p7xgKnr1Nb6efzV8dx97RnEx8egCMGPE+dQ2KwxjRtn/SJSIAiHIkyYvgKJyakndUeGQocds5QgPA727ijl7Gue5dLhfQkGdcb9PJ9Jk57Dv20vbo/z4I6TfwKGYaImxDBn2lIuueVltu4s5an7LuLW+y8mvH0v9hgX27aU8Or7P9CmMJu4xATufWIMu0rKiPF4llfV1L3t8/nGA7s5Ii6IFHRAY6mI0EM+wx3czBBUNOBp4HssPX8/FsNPYhl5E0Q4iJR1oOhgbEfLaIzeIN0K96dglcOHOLh8/jmIigWY4lsU9yrO7zyl72mVpbvOmjVutOqOcaH8VuhfVdi5q4xnXv+G5x+8BIRg3HzrreHDhx9ZCqCe7S9cSNkYUxai0gCrdn4r5XTmLB4Rq/hcqpwtIpcNb5tqE+oZaLw97dVXfQ+N+uM1tscCUeMvRo1CHT164Scjz+mQFzK0kcUpvrmXD+0+651v5nipv/AeVIx9ZE3B2whKsC7Cq1YhYv3B1Ht2/zQEM2ZHpX///zD+YD3ZfqCJqTBQKEyokZRsMjE2/MwOVwtOvPQFxIrzefT5T5gyZxWXnn0CXbq2+JXq3fGGYZoYTgf/fnk81188iJTEOKQvhKr++lop0dXcHbcMh1CEidOX0b9HK3TDIC01njOHdMbUDYtQpghkKMQ5w/pYK+louHfqtKWUVdbStV0zHG6HxW2pn5ylRFNVTu7Xnu8mL+L2FsMwA1ZJmKIo1jbCujXrRxuShIJh/IEw2DU6tc5jwozl5DRIwwjrxLidVFfV7svzCyx1vsKm2RQW5uzXWFcUDJ+fmjo/597wAp1a5XH1RSeycPlmdu2pIOAL4fY4GHpiJ/Jb54HXb5WD1UVJm4cJw5umiRrjZuGcVcqCZevo3qX9Td26dNm6dMXaL3/88cfw7xniqEJcvNTimhQ1sz+6fffGk14cdQG9erWGmjpFOYzxj4R1KqtqmDN/Ba1a5NOpc2vQjeNn/LGuoeELokSrRgJBq/vihi27mTBjJddfchKJ8THWZ6VkyIDufPHNZOJjPSQmJ+zPJ5sSu9NOv54tGf3c5/TsWEBiUtxh881CgPQFSUtPZPKno3js5fF4/SG+f+duPnn9a8oqvdw4cihCUfcTBX9r9fo7UBQB/iAdW+cx4rwBBEMRbr3yVIxdZdjdDuqq6/h6wjyaNErh9CHd8OQ3orS02liwbKPSq2fP7J9m79g7f+Nq78b58+1CiN8nAiIki6VOkbQzR9zOS1JjF5dThJ1zUQFNLCZK1CNqLCyvWV30JAXiE9xOEJoT3dDYGfsZVbFNzUgIhbVYTkBDrND7UKzQxngqReUeN6s8oo3vvVOKd2w6ddlPT6l2twtFNw4/jasqJSXlPPv6tzx174WWWuEvTPERVwFIgEwMeSEa07HCFR8BN+Mnn2JGShtni8gtw7NdXl0dIgRrXx+/eHPmKJTRo/9Qic2xhhw9Gn34cNQ3xizeDDx48/AmZ+k2x4iRp3QY56jcuPclFB0PsbgRRBDsQWELlvDBNnCEoKECsaZ14qr5Y7VDfzfCKcuIXXnD3z2MvxwqllOdL0EKGzPLodh2Bz4/TJhp0rPfv3AWX8m472fRvWMBndrkoSjKX9a5ztAN1MRY3nvjW3IaptEsLxupKIhfTrY2bZ8ioK7r+Ep9xCfGYlMVPvl6JoX5DXj89AtAEVZ9THSCEIqCGarvfCuRQK+OBUyetYKV63bQsUOz/X3PoyWAGzft4t/v/sCzD14KQatMDClBUwkHQnh9AWyqSsQ0MXWDOQs3MH/FRurqAtjtGlkZCfw4dQluh42uHZsSnxBDTUk58Ylx+xwNaZrIUL1wp0Q4bRTvqSIUinDHVacxccYyvvxxPoP6tuecM3tbpDIpIRTBrPQilP1CTb8FRVHAH6RNi8bKmP/cxlufTk4e//NPn0Z0XhJC3A6HZoIrioIZHx+fGZdU5Fb1/2RlpLQ56YRWxg2X9NNtHpdq+oNCUZSD52FFQRqW4V2yZC1+f5CTB3bHHuNBRkWTjm95XZTzIARjv5/Jhq17UFSFJg1Sue/2cy3hpuh9bZkEyWmDezP++2mcOqQXbpdzP4vfMHG7Hdw68hQe/vcXPHL3hThtGoejOwghkLrldD541/kQ62blrJVcett/yGuURnJ8DIMHdCQcChPncRET57Y+/wfOR73uvd2mcddNZwFgBkPW/Rvr4edv57C3rJJ7bhiO2+3G9AWw2zX1q58XsmZTcaLD4RpTmJy469qrr3wI+A6IFBUV1a1Zs+ZQ90LUegrJGsIM/9zOWHEzOXIcS+mCiodKusg25JOCRhgdGyFRJVQ1HtWYvbDJx69cY2vdoxV4XJwx6Ga6N3xZTku8qm6VL9srY+IqCaOyEw0deAWdVXsbU5h+pXwj87yEtPTYbap5xvKfnnDZXU6U32qopaqUlVbx5Ktf8cgd52G3awfSPPfhiCMAADIGjT1Y5XCPAVVAHWXcJioZJRVA1IqUE1Qb9tc/X/xDnz59/uq8/+9i7FgMRm11pi70JbwwucWE3l1faFDgHnOZu6zXos6nzlmzoJ3ZFpsCrwKfAR1AmETkBhSnRG0PFGClbOqVQ/5J4X/D5kUJphxQb/L/F1SsSECeBKdALtQNNuqImhmqnKe3Qddbi9uHxnH2ab1RNItYpER10o83pBAEQxF27qnkinNPwJnghsABreolYFOpLKsmIc6D4rCxYtUW3h87nVuvPIUJM5fTv2drbrzyFKRuIg4nGwtIaTHnfb4gbYua8O7YKeQ2ySQpOQ4zHGHlqm00zE6lstqHx+XCE2+1rtV1A81pp6q8mqlzVjFpzioaZ6eyfVc58bEu2hQ05rE7zwebjZlzVrJmw05OPLs130xcRJ8hnWnYIINFy9fRf1BPpM9vpRGiyorWuECoGv5QmJo6P6cO7Ei/nq1wuiz5YjMUsZqiwz62+1GcYVBUlCjn/cbrh2nd2zcP3PnEpzd4YuN93Zt0fmTC8gn1fUW1Z26/Xbnj2Wedbdp0aJsQozxd56tr9/id55j9z+iuU1mrmqGIMP0HVxrUizQFw2HK9layeNla2rRqRpP8HAiHrc6RCKu8C6LlmByXCUTYVOYtWIsQgtH3Xmg5ThEdM5q6OtDgCkCzqQzu35WfJs3hlCF9sNcr6QGYkvTURG69cijPvPoVD953Aab38NExIQSqEJiBEDIUpmmTTJb88BTzlmzgxofeI++9H0mI85CRlsBbL9yIKiXan3SIjGDIusSKQFFVwnvLKdlTSpOcLBwJ8UQCQey6SdPGmdxw2UlcdGZvJadTgTHure8bvD125lvdOrWkqsa/u7h4zxtYtWx7sZzCer6YBBg5cqR7/fr15vSxZ7eFrN28JWYCcwAPwOWFE2J2JA70TfoJk4UPpWrGxjh9y0/LUpKT3/p+asqlzXLTVZtNY+xrt3PtfW9K589DYtvr5mzv+l0Xb7AKzg/Eec6FLI7YbONtirL1s5dudCYnxFqLgkOcLwkITaGyvJrHX/mSUTefjcfjOKTxh6PRAbBhyRdVYnA5KvXt8jQTQPAQcuSaTl2loXd+Y9zih0aO7GB7443pkd/a5F8Oq7+3TlXjk8ua86poabhm2G8umeG9+a471qcEW4kbL9+Z+Kqn/PkWRPY4BR2BGRhyK4KIVQHpkFZqp16dqf7nn4JQo4m4inuD/KerGPxxKFhOW5ZEdEE1FWHIdYqp1K6MIPRMyroFCUsVh5DHbXL+JQzDRIt188E731PUNJtX3p9A13b5nNSvPXaHHWkYSCQ+b4gLbnyRVx+9kpzcLPaU1RAf52b0C2Pp0q4Z6zbuwlfrx+NxWaugQ0nICoFwaER8IXnT6I/EnIXry7ds3x07Y+FGx5TPH6KstIIHnh1Djw7NqfMHKcjPQuomJXsr2bBtD00apPHUa19xQo9WvPrYVURCIWyJ0bBwxMAMhiEUolf3lvTqUsTk6cvIbZgOUuB2OQhHIoftpSCEgGCI5gWN2LazlCde/ZIbbzyLSE0dsfEx1qrzj7RFtthx6JrKxEmLmTxrJdVeH326FrkeunmY/vL7k+4OylDOS6++NFkGfQ1j3Pb07xfO1TMz0/ulJdqKbr96sDHghDZ6bXmNGti2V3M4bVHn5YB9qCp6OEIgEGT+otVodo1Th/RGddgwQ/UNgazISk00chGXFBut3T9266RoxJlQKML4H+fzyB3nYwZC6BEDTVOi6RvlV2F8IQRxsR46ti1k5uzF9O3dEfWAm18qCrExTjRNwdTNI1pC1DsIit1Gy5ZNyG+SQVWNj5KyKs4c3IXHXh7PmlVbadcuHyMYPjoBpV9AjUbrhE2lrtrLwqVrGXBCe7Zuq2DCj3M55ay+GOU1dO1cSNeerSGiI3eXq8OGdpfDLh5kBHaXypfem5gxcfaah4KhRqNrvcHFm7ftnu/zeacC88ATBl+byVNnnhTw1aqAgOJ5OLLnF+Yn3Om2i8s2bt6uhTa9s7yZ97vblq7btqB67U+PRgz9XIQ6IuiNjLj3iY9aF+VndBpychcpQhHxxos3Ktg1ef+j4wc899q4nzEbnERObx/V6x2c8mSteLv7p8Fgvj3indy3XeeesYX5GQKHzUq9Heq621QqK2p55N/juee6MywJ8d+Yw37XAdh3i2hYeXA/Ji1Q96ngmIoE5IXn9GsjTXnSm+OWPhBl3v8XGP9ftO8cHRXsm0Myo0mRJ6kG5WaO8rHy5dM7y29Lr1j2dv6qnwclekrZVtJJhiYlYkZUtZ4hZGIZj3ri5j/J8NffBbp7N27f6X/3YP521MtYZ4DSWWKAYq71rlFq21/J+xNepSjhQ265ayQ24d+nqnY8UV9jXVJew/13vkZGajxPvvol66e9SLMWTRABE5EYx0O3vEKfrkUsXLGZqXNWsXrDLu697nSSG2daK2NNBV8QVIX163fQtEnGr1dpUlKys5RPvlsix3wza+VTTz11+X333fdybFxS64efGeMOhkN0bdtMXnr2CSI9PUliV0Wwuo7Pv5tLWnIcX/28kH7dWzJseB+rn7uqYlTXAdFVeVR+1gzrmKaJJ8bJqk07Kd9ajEDQICOVnZu206hJg31Kb786H2GdQf3aEx/n4aknPqFrh2b0O6Ed8S7HH3K6TcC0a8yetpzdeyoZdcvZxDZKg1of2DStZ6cC4+nXvztvwpcfnudxamgOF6tWraJN23bF7zw3slpxmfF33P8WgWBI3HPDWTSIT8MMRVfzirJPxnfHtl2s3bCDHl1ak94wAxkIIsORfeJAum5gS4pl1Kh32Lx9D/ffcBZFLXKIsWl/PiUQ1WMQAjAlH3w6ieEnd0PVrEjJ51/O4IIzeoNNI+IPWu1sf7kJRaFRdgbllTUsXbqOjh2KkEZ9cx2JpiokxMVQs6eKxMSYI/aPhQAzGMYR4+LK8/tz12MfM+rZz7jm4kG061KIXmPdR38WQlMJ1gVYtGwdScnxFPRsx4aNP+ILhDB0wxJZMkxq9lYSCIRxu53ExbpF9c5S9bX3fqRzu6byzocukkiMGd8tavvZD0uar1yz8er1G7dXJSYliOR4d1JZRQUN0uJIjGtMXGzstbExLqVbh+Y8cMNpxrOvfxn5btKSVradrkl5YfnxSodtVsAXlooQb3lrveuvHnnJpDNGPttp+Y+Pi1bdWhIuq0aPGOKRxy5k9eoN7WfMW5VTuebVBKDB8KonP56enJBbU7M5f+bMqXckJ7gTdV0/ZGRPRltwV1TU8Pi/x3PH1UNJTY7b5wweDr/rAMgD/xPB0lSxHfCBMJGZ18QnvlcavOCNlovurlaGq6NH/0ad/V8KIWktPbQmn1YkoKOTIXXm0xlntAgjUdHMm4iILJ4t/ajVoL292tamrttOoX2MUpvWGXt5c2LDcWjSynjUG/6/aGF4DCHQY3aheXP+7oH816A+EpCBqnYAGRDt5Yb1iEjmifxrzGjpiR3PWWf2EnGaiuO3+qgfA8hoXn3tpt2kJceza+GbvPDmd5bx1g3KK2sJe/0g4LarTuOlt7/nrTFTaNY4E4fDjl7rR5hWOFkIQSgS4YYH3+Hrt+/E5XYetNr7duJiLrj5FUNRtUU+X13Xa6+9VhFC1A4Z0CX0wM2D3c27Xh/+atJSed/Tnzjuu+nC4CP3nOkSQtAsNxO308ELzw2BQAizxo+mWefl0CRFUOwaHVvns7eshrue+Ii+nVtw5kkdmTZzKY0Kmhy29l0AUjfo2rE5XQd25NO3v+fBRz/ipddvI1JScVR96k3DQEmKY/H05azeuIsLTu9JbFIs4T2VlgphOEKsx6E+8ugVBsGgLNtVri1YWx7ZuKN61YIFi2MHnn1f5uYtO0RCQixjXruNBnlZmNU+FE0FRRAMhqipqmX+0jU0apDOmaf3B9NE+oO/IiQKAYR1mjbO4Icpixl+7bOc2KM1j997AanpSciwflTs+PracYtrZlJZWUvEMNhdUoXfH6Fjm/xowETw3ufTSE9NBGDN+p3cNOLkQ2zQ4oa0b13ApBkL2LJlN7l52VZKCdANk/LKWoswytHNgYqqQChCfKyH11+6yUqD+ILIWv8xMf6oKqFAkHmLVpGUHE/rji2RxWV0ad+U2YvWsWXFFpq2bMLW9duZPHsVqzfvpqhJFkMHdmTcD/NoXZhDv8FdRHh7qRCKUHp3yZe9exd4cLvNLz+bEV+yt1yMPLePrjVMF1R5RaQugC3WLXHZdAJhxagLKnfeNFy98+ZzJLGuuhP63XpBwOf7sU+fPjdOnz59LeD45NNx9zrtSocdxZUnNqsL4IhxYQ9F0EtKbXdeM6xu+ZqtX0Uikbvz8hrOX7duXS+v1x/ftlWrjKef+Xe7YYM7KakpiVb05hfTkRCCiooannzlS2684iQy0xORR6Cl9buzWn2pIkEQy0H2AmYCvQCJ9Oilri+qYi6q09JefQgYO3bs30+O/1yqfEUcM3GRx/1kcg1hDAKo7AYGA82QrEShGmiEJoeZBkXqAGFC2WabLNt2iSiMm0XvxuPJ3NMbxZeBpruJAAEkyj/K/FvuSiB7IjFbzrRqof4HYD8xsKFEtFEku3065ZGBNOiYIl784lpeevMr3nj6enr3b39cIwGqqkBEp1fHAm4fORQcNho1TOOTr2Zycr/2zFy4jlXrdnDaiZ1QPU5mL1rP6FvPYdbCtZimRNMU0KM901WVb76aQaOs5Ohq3HocJSAUwYi7Xqdpfs6WpctWd5USm5RSF0KMeOv9Lzdefnpbuae0SnjrvGiaWvvyu196Hrp7uHS4naIwP5vHXv4KBejaqQDbEeTfpW6guRz07FTA1LlrSEj0oAgFzaZiBEOI3wjnCyEwwjqm10+jBinU1PpBN476yZOaSp3Xz7otxUR0w4oGBEPY7Jq1regsWV5WpT7+5Ge8/MHkbchIeTgYvGPdokkt3nr33ecD3nzbw3dcKBOzU4RZXYficKAHQ/j8AZav3oQ/EGRQ3y444mMw/Bb7/pDVCFH536yMJIYO6MQV5/Xn4ptfYtvOUlKz06w6+aM4QmHTLIMgJXPnrGLG/DUU762ksGk2N115MtI093kJ5wztwRW3v0ogGKZzu6bcdOUpHIrcUk8KHNC7I9/8NJOYGDdpGcmY4QjrtxSTl5OGO86DGQgdfTfH+khIbd3+fP2xqLJRFELBEHMXriI+PobWnVphVNeiqCrpjdKxL9/Mui3F2GwKn3w1myEntGPEHRewdfZy3hkzlb7dW9CtawvMylrsDmuFa+qmMCMhZG1APWNIO4mqYgRCIrx9rzVuIdC9fqTXqshRVYVIXQChqWLT6q0x4UgoUtQ8/6Ng0H878Bpgq/XW5fTr1/fzs298I/uR2ypyzxrcwZGVniA0p52GafYYqQc8jXOyX/V44letWrmqS3pqLD6/10jwuJQzh3Sm2h+EmrqDDt1Eopvw7ze/5bqLh9CoQSrSNI8oovS7DsBB8r/VQAoaTwE9wKaHRFP9ezdO58IxH367bdSofT0P/h7UazXPoynNeIYkutIelUTCfIaKgY4XmISCH4UYwMCS5boIlTPrpHzvW6GMWyJk8jlsXzuYCs1LfP44wqEEnHu7Ygsmo5i2fx6FTphINYSIxPzdI/mvg4IV3EowhZ6uqqJ6u6Fu1wtp3OwkHHWvUFXts6RuI8cvsFXPUL9qxMnIYAhhmuQ3SmPuonVMnbeGK88fQHxmMgRCoBvcd+OZpKcmMPzsEyAQ/FUpVXJSPPm/CP/XTwf9e7QgLOIrlixdlQRURieKYtMUHwy+9PnzPW6n31tXJ3XdXBcJG93/8/7U0CVndLI3KchR7r95GE+/+iXVXj9DT++J9P22FoIQAsIRklPiOeeUroz/eQH9uhXRuFEWq1dsoHW7QmQwfJi6fYnqcbJz4y7mLdlIv16tkf6jMzqGYaImxTLrq1ksXL6JvMYZvPzeD5x+YmdatWuKURdA1RS5q6Saq+9+y7tmW+WUUMWym4Q7bwdAt4HDz2zdvIHtX7cNN+LjPSp1QVAUar0+SnbvYeWazXRqX0ROs8bgDyL9od/MY2uqguENcMYZvVm7YRc3j3qHru2bkZuTDvpR8gCEoLKsmooqLxnZKcxcuI5zTutBk4IcMCVmXWD/uZKSKy87iStHngqhCHU1dYc0/vs2DUgEJw3owZffTWXIoF4oAibPWsEdV5+ODP4B43/Ato/Jir8eqkI4FGHu/BW4Y1y069YOo7oG1aZZvAebRqzHwbgf51NWUcPlZ59AZm4mkU07adI4k3vuOh9CYcxg+CBSqVJfNqcqmGFDSKmjqAqq3frMoaLANpuGlJKCwhx+fO8+2+YdZfozb373jL8o95m4GA+aphH2V3HZeSe/98pH0yJ3PvZhyyfuPFu5+KITxadfz+aWEafy9cQFruqaPV0uO7ufXpiXTlWNT0lKihVjvp2LKc1fEfpUVWHrjr3cOvJUcrKP3PjDEZIA922qDpNJUqGLQPwoyU5ZiCntoRc/3Dw3/4YXHaNH3xT6re0cd5RGh/o1zXiAkxkVpTB8hUIFEA9swOJ1BkHoIIIIs7XU+Fk1eWUZbBsl5IkPIqs7oq0LoZke4tddijdhLcHccciy9mg1TVGDyYh/DJdeEEpajqOiJf+0xMVfheg6WeqGgqmGEZVOdsyqxozsJayLqKL38R6EwPAFAYlis1HjC5CTlcyVF56IO8aFXl23T++9fZt8MCV67cG5U2Gp9DCgXzsGnNgR/KGDhV1MySfv3E2jNiM6CCHuk1LeVv/OruLikSF/FUXNGy8t2VvWFjjDHwxNufHuF06cvWCQ99E7TovNTkvk5YdHcM8TH9O5SyEZcR7Q1MPm8sGaKIMRq8yrvLKWDVv2UNQ0i+mzl9PaaUeED00XktLK6ZaU1RCJ6LTsXIhR5d3X2e5w+6qfmQVRyQFfkEF927Fp+17yG2dgt2ls2bGHVp0LQUAkYhijnvtC+37KkhdsqjFKuPNYNXVqzKBLLumsYXZfunoL85dtFL17tMLnC1JWWs6KVRvJaZTFWWcNAsPErPNbvSOOwCiqNqt73b13nce9DrtFAPQFIXz4c/hL6LqJluBh5Min2VtRR5vCRjx6x7m8/slEzpbQICsZ2y+MrOEPYkorn+9xOQ6z5f0QWP0oBg3ozuQp8+jRrR2hoI7qcWL6g6h/Y5+MfVAVQhGd+QtXEBProWPPdhhVNag2G9I0UW0qhmmyfXcZ2RlJXH5ef1AUzFofNqcNaRiYtT6EIn7ToanntRyIw31aCIEMhYmJddGudWPt4/fv0rFpEitFJ8yKWnHHwx9c2rRhvFnYJFV/89OphEIhNS7Ow3UXDxIdWueR2yjdzGycrmHK/XoJYR3jEGRRCWgxTghFoqW1R35djtQBiDLIUNgrdLLQMv+9hIQRW1nquUgq4kI2Jd1owE1HvONjDymYLnRukglspCuOfb0XFExgG5K9CKKNhx1AY6xP7Fyo4geFE3rCaRvgS2C9BOFAMcEUBrbqQpzVhfgz5uDP+wLHnm7Y6hohQol/r8rR78K6dKGs2cStGfG/8P9hEBXsEjYAU0EGoFFuX3bvfJ2amvJomPX4j6NeSc4IhOg7uDO13gAffDGdi87shSfWA4a10jej3eIOt5IygxGkDB9SmjZS6yM9NVnfuWvPgTkNCYgyrzpy+o41btxdfASW1iAjyzRVyR8z/udGE6fMN5ZPeErNzkjk8nP68dJr3zD8lO40bphGQkqcFYX4Jbs/GgqfM2sZ9z/zGacP7oyiCLbsKKXWF6BsczHxiTHYbdqvVqRCAKEInVrnsmHzbsZ/NIFzRpyCLK0CxCHzm8KmceADKRRBxBdk154KGjVIYcnKLTTLy+TEXm2QtT5Ut0Nu27hX06VtI0RqpUFnoOb+558/t0ubZnf466o8j999s2zbqbmyZ0sx6zZsQyIZMrA7thgPhi9w9GFsGe1e5w1g1votQ6uqv5uvtZwb68AUVeCr9lJcWsnk8S+XdRx8fawEZ0FeFqOe+5x/j76c+ATPQddDVfcJAh9xYx8BxMW46dS+iA+/mETLwkYI89er0L8FqkIorDN/3jJsTgcde7TDqPKi2jRrFaxpRIRg1k8LEELlygtOxFQUZCiCqqr7+DKH4q/8WYio0TZ1E6O8RjvwfKuKwrPPXGugCBWkPVxag0TiiPdg+kP06FIoMEyh11py3/skacXhnRSjLrivEdTR4Ig4AAlgOEELAtQhUoo3kJ09nwUF16KUhxuYpbIHo8Vsy7ocVfe+YwkFMNjAFXTlHloTYBcudiFZh04Kgp2W0yoBB5jtgTiJmKcgt4LinWqaTNMRqqZIRUE1LUdBkSpSSEwMXHu649zTHV/uOMLJq3Ds7YIWSEUJxx+Yaf2bTsGhYSphlIjr/+vSv9+CwNJzSAKtNRgVQtFLJGrTxj2F296Zn2cs4rQTu5PaLMvS0P8LoNo06naW0bVbES++/BW+QBhPfAzROpbfDb8easVSD5umUlntVaSUd0cnDMtk3iqbI0J3iVgjXTrmq3gZw7Mdu+ihxZ/YBTd26lCgGYriDkVMs2nrPHF/ZrJ4f9w0lq/dzqABHYh32nB5XAeLughBJKJTWeNjYK823D5yKG99OpnyyjqCwQDTFqxj6Ind6d+jhTXBHVibbrdhhiOUVXmJGCY7d+xlb3EFnnCEmISYfQTCet4DQHlpFZGIjk1TCYV1pMPOmpVbmL1oLeee2oOh5w2Qb/77CzFt/hqGnn0ChCJyyuzVYtwPsydmpKWk1vr8cwgG1W2bV/LqYyONbv3amVVbdyszJ8ylts5Pjy5tSMhKRdb5kf7gb2v//941PsAgHwmEplrEOdPSSnjxqU9ITEzm1c8Wfexxuy6Ij3E5kxNiaFvUGKfT/psO6xEbCglSVUhIiGfj9jK6tmuGjBh/qBLzmCJq/BfMX47D5aJL7w4Y1V5UTbXaCNs0AqbJxB8XsL24nHNP60lichxm8NBO8fFAvb6F8otWvVKCXlmrSimRCDRNQQgFo866n/Y590dBdP2jTswROQANsXoBBIE4uUvN3TiBBe2uR7ytS/NxewZL+YIhsg8/ig2/Kr37SyAFnwNnS8FJBClF5wZshIAQJoUI4lGVEMQKsElkPBhuEM1BU02kDcxNQlGqsSOjURbJgVUQAtAwhQlCErtlGLrNiy/vC5RIDI6yTqj+VBTd81/kCNSv/mfg2Nv1fw7Ab6DeCSgC1SakPgZMVfOprQqS+PyrqXRqO407H77isPXrxxKmaaK4HEycs5Jx387lvhvPJC0t4ZC14geuLI7c+5cM7ttGnH7qSe9rmnahrusSRmkY5t0MdlwiW2OJXfzAidy5aBsTrqoOr/4h7ufJ8+oad5y346n7Lmt0xkkdyc9Jl+ec0p05i9eLJ1/8gkF929K0cSZ5BY2snKpuojhVdm/fw9LVW3ns6WvRS8q5asQp4HFCeRVP/PtzFq3YTM8uBTg1DVOaKKpq1crX+li9aiszF61H0RQ8LjufvPsDTXLS6dW1BclJsVbqwaZhIli5ags/TVuGIsBhtxMMhVEUQWF+Azn6jnOpqqwTa1ZvFYaEWm9Abli0XkyetVKM/XERkWBdhyFnnFG1Z09xXUGjeNdjd10gwprQFkyaL7btKqFTu0KaFORBIIjp9Vkr/r/48a6trqO8sg7DNNmxN6iP/XlpWVZW9uyHHn74q45tW126aUcZWZnJKCu2HBOd/XoIIKLrJCfEoSqwZu1mWrRoGnX0jt1+jhiqSigcZv78ldgddrr07oBeY6WGrFp4G7WRCF+Pm44vGOGGS4dYefxQ+CiFo44Pfmnc65/hesfkj3Ir/giOKAUQxlp4OB1VNG38PSt3nIvoZUq5Sgnjws7TpHMfsxgu+/KFWIP8qyMBQnJ2/dpIKkTQiEHHB6xGVVZZ/RfsGuTr0Aj0ZCATtCqgISgamJrEXA/CG40+1l8Gjf1kSCGVqLyqiV2PwbXuMvwxO/E1+hFbbS726uYowWQU3f1f4QgIIJy0Cmdx36gT8z8cDgrWvd5MSvUkYNe2xfQaHocId2Lp6i1Ur9qCx+M84vDpH4XVU0dBj5hccvYJJCXEWjLBB7ZrpV4217Ff1CWiI6Mpgt90BiQ8ddfZ9r7nPHLB8POGfzjy8pHTTzhhQBAeymWAaVizgiK4GImUjRn+OswtDiljnos4dwbH3fnoK2c9+/o39tefGJF+75OfkNsozWzXqokyeeZKPh4/g6f+dYVMdjmEPc4NpkkwFMGm2dCDYWv14wsQ8frZuWMP/pCBqkZwpySAL9qQTVFYt3Yb301ZQmZWMnfdchbYbBCKEAkE+fqnBbz98USuHzkUt8tG2IR5c1YyYfoKhp3SjXZt86mt8hKXligDVV6xaWuJGPf9Ar78aUnVx+NnbO/Xu1XTgT0KPU++Ot5YtX6XCmzv1au7YhfBfpef3sF+8sDOctOWHWLDxu20btWMzr3aW7LDdb79fRCO6Dpaz359Crd+Ljhao6nrBlq8Rz717Ofi3bFz1pRV1pZGgt5S4Mtly9d8JqVU8/Jy5w+44IkOrzxyeWIwYirIYzTpRCsxlq/ZRp9uLejcqRXf/jCDhPhYGjTKPIYtjI8QqkIwFGbhghXYHHa69umIXu21jKcAoWlU1tQx5otpeGI9XH31EEyvHyL6X9rT42jwl56/X+CIzogDhEsNyCYNprCjuA+B8hRkKWBTBMVY5LpHSCGWyYyTyQxH/KXWZqS00UemkCozqCIDJ7ATq2tfAOLCUGRArg5NgG5gaxgV46yXhs0EpRPQEWQfoC/QKvreDqAUKMHSaawEKqVCpRSUKQZqXUOS1oxE8zbCl/sVwczZRDy7LNb9vufw72EJ6PZqbL6sv23//zQIIIIUrUE492whNl5ywzVnUbynknkrthDrcWIe5yiAqiqYvgDDzzmByiovD70wlppqHxyQ75emRHic7N5ewqZV69i1dRdGREd4XPucgt9yVNwuB1df2M9ctWjhT88+/eS9YLRyeEuT8CqAomJIBQMVU0haRSQjsxzm5GcS/Re8fE3M3Rte6dqx/ZVnXPXCsurqwMIfpixTHn7hCz78alZkwbLNDD1vtHjrs8nm7t3lEolUVUUmxrnQovKlmttBRVk1b4+ZSlJiPBu27mT6zwso2VtFMBRh1aotvPP5VOJjPVxw5VCCtX70ai+6P4hm0zhraA9aNG/IN9/PoSZiMGnCQpas2sYlw0+gXZdC/LV1hE2DaVOWc9LFT5W0Hnjr/Idf+XFOVVA8JGWo29LVux/atruqvE+3VjIpKQ673fnSh28+/f7zo6609eyYL7/7aRaBYJgzh51IfvPGGF4/UrcMyJGHziXC7UTYLW6DcGgIpwNh+wNROCEwTNOYu3gTN915x+kY/hM0TT1HCPHZyJEjbUIItmzZOriisvyd4dc8uxBH6k6hKsfGBVAEoYjO5NmrGNC3HaYhGTygO/MWraKqvBoRZb3/WUj5yx/5qx8UhUAgxPx5y3G4HHTr1xW8PjSnHeG0g6qye1cpH3w6iaysFC4ecTKRqnri7H+n8f+78ZsRgPq1ayNhqk2ypkb2hhJsZTUFCM1ELlMEndF4nwh3Y8eN5EJcfMRpjBXvWCV5HH9BoJHSRizD6M+FdCOWbAowkESrcWKAHDDag2gSdXi8HKzkV18LngLKCdHXTCxh5x+AHwTESjCjXzDrhTcAuylkL0WKImniqGmGfUUzgqlL8Tf+HntFS2zeHJRgKorh+IsjAtZ+gg0n4CzpjjCPr5DN/xUIrDa7HkAP1rC3ooyO/S7gpj3lpKclEAxHcNhtv7eZPz8ORWD4AnRolUu114/TaaNe6U3qJsKusW3rHh588hNW7xQ0bQBn9i+kVbPGJCQlkpqcgOZ2WK1gD4NT+nVQ6ur8kfXbyh84ZWCXB7y7r1g7feRDXuXRpASzWZPojS4Ehg2kCRiSUYqz7ty8s7/+aWIH1Wb/trisvJ0ixIeqqqRXVtbGV1fXGaFwWF90/1uO97+YzqN3novdbmdHcQXb1u6QjZtlg00Vdb4gqqLQvVNzmjdOZt2WPSxeuYWYGCclpdXccc0ZuBw2jN1lOG3avvpxI2IgYl0kxscwff4aqz2xTeWGSwejRuu39+yt4sZRH4Qmzl6lOTTlfafDds/y5StZvnzlACHELVLKp08++eTwurWrH3XabUbTdoX67g0Leq+vKhGxMU59+BkDNezaPoLf0eaMpZQIh42VyzaSlZ5IcnoSe3aVEdENEuM9eFyOI3YkTCnRHDYm/jSfBg2yjI9efjvQtGlz+5o1awSgv/HGGxFA5OfnO0pKSiZFQr4G3bp2qbN5XNmEgn9+opGSQCCE3aZiqgqEdWw2jRP7dWXi1HkMPLEHsU4n0vj9Zj77oyAAUZ2EaCpl/1dFPeONg9icioLpD7BixXqSUuJp1bUtwT0VGKYkWO0jYJjsKa5g+rzVdO9cQLf+HQgXV+yr6f8fDo0jsgpa2nyynVXq8o0XmEIYitRVa0kcj2AF0QuGQGJHsxoiHHeMkgqjhcl2GtCdqziZvuQAySCmgAxYBL48kO2BHMm+soBD+eD1jaCD0b8lVtrDA+gK7M4GVGl5D9IiEpAgcOxVxORKkKi0FBIdE0dZO1xl7Qikz8Of8z22ylZodQ1RA2l/qSMgAMNVihLMOO77+r8GCThdgm8nz+O0jvM589z+YEhmT55Lekri8d+/lCg2O5t3lBIX46K2LoDdYUOPGCiqgq5pnDvyKVLaXEvi0Gvwbf2WUR98jWp+Saembk5on0f/Pp3Jykg85JUXQpCaHMdNI06xkRSnI4T57BNjCpNmX2jMH5AQ3jvtG5uRm2rlHFQhkdEewrWAqgczMzPd5bVqrqnvvsGUsh2GvMfAvFYIsSk+NnZSJBIZtmrdbt/A8x9WQLhaFeXl6Sau80/rgU1TefWDH6VhmqJzt1YsnL2Mvt1bE9QFV931GqcO7EhqbgaRsupf1dSrLjsAZZW11HoDtGnXlILWueiVXsL+EFXBMJ9+N5/pCzatTk2MdRfvLWuYlpbmadukiblgwYKOpml2EEI8LcCnKsp8VTXt557avcBXV3vmiaf3BYlqVtUidP0Pk8UiuoE9I4l7n/yE1KQ4XnzuOn6YvJifZ64gPyeDm684idTMZGTo91X/pCnBpsnpC9cqjXMalXXr0zd87bV3hDn4gZabNm3ShRATgTtefvPjtKybTpT5uelgyH3301GHmoUgEtKZvWgdg/q2Q0T0qE2WxHpcdO/cmjkzF9O3X1ccUTGifQM6KCogEKqCUJV9Bh8pMQMh6rx+pJTohqViaZgSwzDRDQM9KvqkahrhSITFS9egKirdenZg5ZxVeAMhqmrq8PmDlOypQjcNhp/SnUYFjYiUVGB32v4X+Pwd/KYDYOWPVxNKWU726qtFpqKHNpmaUwCyfmERiZ5iFUhGI0AjAIr+IovjJUwiNWRhkIxOMXZWIEgDcyekg2goUQ3q/ZTD48D3JaAKaxEkAdEYRG8hpQ9JBIFDCOHyEppRI6tnpogpphMQFEoVKUwMJM69XXHt7UogfT6BRj9ir2iF6m+AGkhF0V0HOAJw7A20IBK7FVtt02O83eOHeufM5FBn45fn6WAHSsI+FSr9F588UtTzPAzAJiAcDjN8SHfady5EL6tGiXEfxFI/nlAUBTMQYtCADox++jP8wTAtmzdizcZdXHbJYF55djw1PXsxf/NNVrpr6XBsecMZeEI1W9Z+wk+fzKXlTx/z89vXIDTt1+V5WE6AaZgYeyo1Cdx265nytjvPU+9+8JPIi/2uC5pzPldAOGQcgpjoBVhKGLs5t6SkJA4tzomUH2Od9q+A6VJKf43XuxB4SAir4iAc0W3ZjbIf+M+Hk7q99dl0R0pyXOHOnbtT2hQ1pqq4nNycTKbPXUHvHh3p0q4pHrczahzFgYMFKamsqKVkdzkVlXWcO7QnBW3y8RWX4UlNYNnCdfKWhz40Vm+tmJaT7nlm9eZdeYqiyL179/r37t0rgScG5ObGLyrdPTUhzl1jSplSUlI9+fFnXlpcW7ziwmULV8WkxMTRoFHanxJ90lQVWV7DG09dw0kXPsqsSYu5+Ox+6Kbk5xnLqa71k9oglSNZBBimiepxsHn7HiWvsGF5q1aFB4Z0DryoppRSBUZMnjL1/tNWripa+O2jptutKpggXA4Iha3U0ZHew4ogYhhMmrWSfz9zLQTD+3YogfTUZJrkNGDR/BV069Z2n0a90FTrnqvfjSkJ+wJU1/io84dAgGmYlFd5qaj0YpomXn8ATbEqN0LhCKFwhEAogk1Tqa6to7i4lKTkRBplpfHRpxNJTo4jIy2B9JR4MtMa0yAjCWLd4A9iVtVhc9h/U+jof7Dwmw5AJHY7wawpxK26gWqho5va/jsnhDXTSgRVQCKQhY0wHQAo+YscgAAphGiEHQXQ2IhgKZAFynywK1bDwqMT2LQgsML+pmYidymQtk7KQiOMu5GNcpcqP9+MKJ1jhFqcrNTsaqhMq4J4FHLk/2PvvOO7qu7//zzn3s/M3gOSMAKBsAlDQAQRFXcdcc+6tWqtVrtDqt3f1latVq1WbR01jrpRUYggssImrEAIkL3nZ917zu+P+wlDcdVR66+vhxjIZ9xzxznv93m/X+/XWxIEtFBoNN7GqfgapxLMWEEgdwGu9hGYPTnIQBpGVJnvi40KaASCYM5CfFXn/FeE/wVOGqYZh4B+0F4iGo0RmAKEAbbVH3DSyIOunESQCMQBKirS9GmXcQNoBXoAqQUJPug1wgwblIGZmkSorhHzK84jSkNih8KUlF7Grg1VbNley9tLNzJuRDaPvLWSrbcv00YEocsEus0m0qZ4bVUieK5DnHmdlsvHie6eIAmJcRxuKyQECCH350ettm6hRA+/vv0U7+r1vw4uP+OF6t6hp28WR6lJ+iSZhxe4j12UeW5FGGB1NUS/ysShyGyI/ttFNIgRsWwhhLCAn0kpUFIxZMjgKz2mvG1gdnr+u6u3Mzw3ldhYH6YhGF2QS09PwNktaoGKJoWlx82+vY38a8FK+sIWsyaNYOr0UdDbR0xiLLYQuqa+TTR3BoITRg1d+OY779YRE7NO9fY2AkzJT45vDlojtvQ2n3rEuJzV844c8fiP7nnrDG2aze8teWdYc3117FXf/Y3+2ffO53vzLyFcXY/730z1SClQEYusnDTu+P45DM7NwPC6+PY5czjzxKkkxPoh9MnkOdtWuGN9tNa122s37TXj0ke8mJc3tr/7uC4omB63bduyXhyfuf9x39Pe3nWVx+VNfvDpZad+95pjQVlyd1Utg3IzED7TUV78FOehtaa1rYtIxGbF0o2MHDaQ+LREVFTqWEvBkCEDaWrrYMPG7YyfWAhogt0BGpoasJVC4ziZdU1t7NnXQkt7N0pppCEZPDCNkfkDMAyJy2Xg93owTQO3yyQ2MQ7i/eiWDtZv2kZiUgKDJo2B7m4wTSeyYdtOt0vbRls2dkcPhoy2iP6f8f9U+EjLYHtbCeS+Rsz2S0AoYrQhzIOtUxhoQxCLZC0wB2fa+/hqki6Lo1F7m0JSmUAcYdbjZiUaC4h3yPpmdFgfjJl9EvrTVWkS0kMR9moP+tZ7Je7n3dzyK8GADjhxHjp0nSHyLYLvSYLvckjaql90p98R8DROxds4lWDqOgIDFmJ2DcHVPRgZTsAIpsB+ZcHP6QgI0NhoDdL2/vvf8xXCxGm+/RxEFZqVw4TXAikhIb6TQKCCoN5GLynEiQl4fcMIhaKs6miKZ5SC6aAD2tYeBH6EFIiPiCo4UDjpos3ACgk+JUmLgy4jjIzYoL7Ycqf+8KhTw77/t4c1CFJKwk3tDBmey/urNpHk93DGLS/TNedmjH+6tJ0rwYMwhIEQjl6FjkQsXd2FGnai+X8Pv8UdN5+GFuITi3P7S5OsQIQn77reWzTv/Pie5cELxNl6Iq+r34mTZY5O5SmO0ibpZZqys/sf1H7j059d6/e39wdjioqKXBUVFTIUCuvy8qUPjR07ZeHqzXU/r7zjmRnnnjhu8PeumKd27Nwj42P9vFG+ljMvOR7TbYLXcQfDnb289e4G8gamccolJ0BDGzoQYve+ZkDrwYWDOe3S0/EYMvaEi3/x6xHDcn+NMLfFxMXdMnuCp3Lt2qbjqtub7+3sCpoL3qu6aMF7VUuBqoSE+B9eeOXt1586dyLHzJropDx6Arjj/I6h/DdvvJQS1Rvk5JOmga0c8RkpSEmMQ2uNOmybZvZHmGxbYcT5qG3o0Df/8FFi4lJfeuihv/3soYf+ZgNi6vjxw1p7Gm/Nz8//flVVVdfB36J1vru+ser8m39277tD8lKmFg5J4Y4/lnHl+ccyIDOZwUOyPrn9sBBEghEWLt3Id684iVffXsPOmkamTx3JoMFZ++WbDSTTJo1h6Yp11Ozcg9Im23bVUlVTTzhsoTR4XSbDh2Zz4pyJpA7KYH+eP2I749DRMGs/A1AIsGzqN+9i45adDBiYzqDhQwjX1GGYJjq6wXH+E1FHVmB+CYI+33Qc1gHQZoBgzgJ8+45DhuMBx6bERU2aBqe+vgtBMia7cBwAhdOZ4KvAbKAcKCKEF8U/ENwHFAJDgH5j/G+iv1PcCAWGdLFgl6Yu505U73bJr34FoRZIXwEn3C0I+GHfNiT5CA4jsflBR6BlPN6W8YQStxHMXowRTMNsH4G0YjF6sxCHOAJ8xhPRoAWhtLW428Yg1H9H7X+/EfYLqEsGUiT02cRQR1aGhdv+BQk8w6C8kQjVw866XDbuuR6LtGh3LC/YHlb0WOzU6VqIVDtVo6aBzESZksPYv+hiK7TGFoJ4LdCGTWOygXfoPoa4WkhNGAjK+sIyNEoppN/ryMeGwsj+lqxRgtUHfT+lNO64GP7x+Gv8/OH3cRccR8bMn7J3XxzKhSQEhCFNg6mhFlvrXLdmUr2rJe1XPPG3qcw9YjOzZk1Ahw41aB+VFzYNSYLfxRknn5R98snWynW331s8buZ35op5FPKGWFNc/IxRVna2HRXhkThUmfHAOxyoLDr4cuuKigPtwR1nYGW1z+e9aPjEoruDIeuG1MRYtWb9Njl9ehHrNu/inw+/Rs6AVDLSEolJimXF+5UIITjl+KmEd9VhxvnZt6eF0y7/LWkpCeIP99xAqH0ryyq26fhYf3j8yBzh8sQUNDa1XCUj4tXExJiO5tbdPwRGuVxsmj59llleXt4QCgXru7r7+vbWd/UGgqHkPz38qjvO5+bk02eS5nF/JjGWD0JKid3rdASUwolmKFth+DwIj6v/Bhy4TrYtCISEVgoj1qd31rSI6279a+vSlRuX9PV2n6G1lmefPcr9/PPbwnsbG15ze9yYpvuDh9VQFQZkakLctWdc+Zt7zzh+4rRzTp4qVm/cycL3NnLlOXMYkJX88YN3Kg/YUlXLZd8+gYLRg1n89hqeeq6cM044goKCHAI9AXxJcRhKMyAzk/sfewUtfRw3ewLfufIU8PVvPrTzbIfCWO09+x8NwYGGSVFaACIqp1xX28CW7bsZPHgAw0YNw+7owu31/G9n/wXjMA6AJjjgLYzuPFydQ9EonOAqIg+MGlBtILEQ9GGRg8mW/yDDLA7YgSSIzVFoehA8AVQ7ujfqc9QhGDgh4TwlKRIR3bIvUQR9tyEjN6GSL4Ge7fDYFpwNz0V08R1C+gbEfh7kBy7LBxwBd0cBno4CIv5GggMWIpQbV+tohPJi9Aw8qOnQZ3AEhGPpQpnLiKu8iv8m8R8NRDTIdBs5ejvWhjeYNXoV2YkhNlWs4NZrb+TMq06Dvl7effVd7rjnetLS0gjaPjr63HRbibS3dtGwa5zs7TlFNuBS3pgR1oRQssqyMEwOIhhHj6UBA2d3rNCEI5q4yZCa8hzzMvoYVViI7gs4NfifE7atMJLi2LOlhthYH8m5mYRbOhFC0NPbS1JKLCiFsmwQAmXbmH4/Cxas4I6HX2f4qS+zsHMMoSfB1WnhjU5f7QIv4JMaoUyt8zBEbB7WWpsj/vwPbr79BF4elMWA/IGOZn2/4xPj6Ifzwd2o1ni8bv5Ucj5nXfG7sQ8/tXa9fuaGEr3gR/90ub2UlZ1tO2/T4Phu3TjGv//fH4uKigoLkLfddrv/+edfbrC1hrhYZbrcGB6DGdNGce1tf2HbzjoSE2I555RpDB6SxWlHT3D2F1Ig43x6xboqUbWnpS0hKXP7jdfeP2BfQ2NObUOjGJyb4Vm4dJM6YtzgJy46cdgdF91etg0gC/z1oCIRguXl5QbgCQbDKQLEqwvf7zRNl3vMqAL1/d8+621u64790U8u0vQEhbbsT6Xxfzj0Ewm11kivG7xu6rbv1Xtrm4Xb7RLScNKqWim8Xjcjhg1EuD321u0NRvGVv6/ftGXXI1JEflJcXGyMGjXKqKysDB9zzOwzy8uXDsnOzj5u586dXYc5rAZ0S2fn2osuOu8Xdburys781kw/fg9rlqznraUbuLR49seOW9uKvfWtFAzJQgUiqFCY2cdMZMzIPOb//p+ce8p0mtu7GT9+GPW1TaxYV8Ww/CEMHZDA9CMK0REbq7fjgIGPqjyaH0Gs1FpHBaAEu3ftY2dNLYUjh5A1aAB2ZzeG2/U/4/8l4CAHwAmrBLKWYpsh4mqORAsbtLGfYJUJZgxE2pxIldBhXLixqTmIWP9ViUSPilpFLy4E4AfWAq9HX5cg7MNvRz4L+omBFi5LaEvSN9dQYi20dQOJCGmgxRo86hji9CYMmtHEovkYvez9joBGozD6MojbcQG2tAgNeJtIbB3uthHIYBpGIB0jGoX5tOkB2wwgQ0mf+L6vE5yRalxeQWx4A4OrLmX27EyGDczXWgXFzRfcRlpSDKFdu9BKcdRR43nr6AeiZC1NVVUtXb0BWjs16yorWb32GjDiZW3jLPe76+foDCtWJyGEjRXtqAWZcbmYhpvOrk7S44dhaA8yYnJ+kaZxyxKSk5PIGD4Qq77l86lzaUAKjMQ4Nmyq5v77niczNYaTjpvAW4vWYEjYvHUvV11yOjOOnoIUGuwI0uel4t2NfL/0cYaf+xCvvTlGq1VhIXExUJh4weFFRCCAoldJDLlCqtZCS695S5J6As8OhcSw4I7f/53vXPEtRk8a6QijaNiyrorc7FTiYn0fHrOtsIFn//FT+4ab73J39fGbkp/edeW0GUf8YPLEiRvHjBnTVHrnncfv3rlzL4Y/3utSgWAw+O5BZ/xJV4Sf//znPVobi4cO9GGhdW5OBqveX89Rpx7No3+4jp/9oYy9tS2EwhZX3HwBkeo9CMt2KgMith6QmSKOmjGx4Xe/nH9HboZvyE/vvHf+3//5ig4EI7WjRgxe8Mo641evLCrr1LpEwnwthJgNJAJP46Qs4oFmDZs9Hk9LKBR6+Qe3XisefeKFM2Ji3LHdwYi227tFYnLch52kz3L7lUb4PezesY89jS0sXLxBrN/WzL6m9l07q/ftAvB7PbF5Oel5N156fFZsXLy8qeThqurq3X+QUtw/YkShu6yszAbCkydPHr5r566HBg7MiuzeveedjzssYDz55DMn/uTWKwKRnqBfBEJU72kmKcH/8QMWgkg4zGuL1nDRmbORto0wDOyeICmJsdzw7ZP4x/OL8bjdrNmwi6TkeK676Hg8KfHU7djDm28t4+hjjiDG7fpUnen6pZy1EOzYWk1dYwvjRw8nJTMVu7sXw2X8z/h/SYg6AI7xD6dsIJK0jfjKK9BCHbJ7FDibbZeI8q48QBbQiWTIQd8oP5240OfGOcLZ2w8gjXoc9lgMYj+V2wIf2A4hjH87O9TvAGRqZC6mXYOFpQ0BKcJCCa1sYCIx4l77HOJFDsgAn/Iy6H7eu0YJhVAmvr3H4wWC2eWEspZgdg3G6B2AsH2YPQM/IT3ghP+DWeV4Gqci1IfCg19b9OfxfT6wRRWDk7v43S/vwmWEBEo7bXCVii4EBnYgiNKB/YtL/tB050skHHvcCIi9lJ6de/nbM69SMfhnImQbWLZBJNSDrSIopdhrFKCVj7b2BnZZc7F6xpERlPTuqyTF20puzkhUKPy5zktHjX84HGHt0nX89o9Pc/zxR7JuVyfHf28lbW3djnExvaxteoXbWzoZmJmB1Boz3sVtP/kzWafcyisLjkOsQ0npMrQW+LTDw+129o9YSEZMUPRWH0ln0h2m1X4J3LqFyKkXEHfcPFZuaQ2V3v2q5wfXKIpmjgU0jz+7mIvOnMXogtzD3BCQWmN19Rj33H+b3ruxKvKDX/49PzfF/2xjXfX2zZvXvzxtYsEVR08ZlhAOh3n+tfcbgUwcDmd/3K3/If2Q9SwpQZSWan3mmScGTBW2nnxsgXnGvKl6R9VeoTt7GTZ0AE89dwflz5Xz/prtWF0dKKURLonhNkApmZrkZ2h2QuE13/ne7+muenD2jBm3XXz+t8J33//4yzV7mzq1Rgwblu8RojQJSrtxZD0ORjvwW+C3VsTJUKxcvf4nTY0N2YuWtbF1R70oPmUas4+fgu7s/bfKApXW4DKo2VnLH/76Chu3NXHavGmN91x746LcEUfd43a7liml8HrSGDvpiFO+fesDpwbDQa/bsF+UUjyrlDYrKyvDLpeLwvHjx7e2tj51yRkzEl56e0PHXo/neDsUWsgBrsWht1AI27btHXUNbco0nTK8HbsbHBLix0EIbKVpau4gJSMJFW3BbET7LgwfmcvPf3IJv/3DPznl1BmMnTEa1dSB1dlDZkYKw/NzWL1iPUceWeTo4X/MobTWCNPA1prN67fR3NbBjKnj8Mb6nI6D0aY9/8OXAxOcTXs4fheBjPeJr7x6/87/YAgcm2/23ww/kINmExFux7E0DkHgK5AA1pKfAZUI3CTiB/YgaADUgefFAuzP+fgIolwAJ0vLNkzbRIkgih0gOzEE2Hh1rKWwTfsQiaHPcBTtOAI6mhL01c1C1s0iFF9NMGM5aANX+wik5cfszUZaziTW4MT8tfNTaEEkaRu+ujn8N0n/ag0STXu7IBQzlm2NJpdcXMJf7r0Rt23hMoxDul0ZRtTFit5dFbGixE2N6guhWjuI8bu44cYLwe2J3pJo9MSQEFH86++v0NLeSUH+HF56exGtHc8y1e9l85YWJk0YxeQJQ5C2Qnrd2KHIh/oAHCxs8lG7HGXbGLGxPPvkQn5fVk7x+dfRnTiXUCAd/5Rk2veBYUJMCmxb/wAXXvsWyPWIOAPdUU9W7hTq910KOzVaCUNH76mNMwV3ejQMEGTFdFB45EPs6xiI3vMM7bfchu56DzFvJrvOPpWC945tKWy/Zcupl8yf+8zdN2O7XNx+/RkkJcQ4rOzDRDiEEJhSEG5oFTk5ma4nnrlD1W2ssp59dcXwuiZxy+wjRuh5588NLX1xGW+9t7Wlr68v1uUyeyzrQ3m3/kmhD/wpAUq58KzT259+/qWNFZtrJlx82UkqMSFWNO5rID0nk8a129lb38qRU0dg2hozxocKhWhqaiUUCKFtiyOLcuzu7u4R66uGnPjLh968BKgDKCwsdAtRGYaqyUAB8BLQe5hxKSBWKlVgw6m/v/uvN2RnJLp3V4fVnCPHyMLCQUi/B/qCjqP2GUmBylaYsT4q1lepnt6w/OX8W17PHzP50fSsYc8AzMrL89a6XLqqqsp68P4HX5ZSvGwIQSSi0VqbgDryyCmFDc2Robmp/n8MGZsdf/MVJ6lHy95JSIyLfz1jqCelsnJf22EOrbXzsDz82sKl8wM/Og2/30t7Zw8XnXnUJ4zZZtvOOiaMGowOH6pVIITADkWoqWnE7TIZO2UkodoW3B4XpsNiZOjggXR09bB+/VYmThqFCoYPq8SntdO0JxKx2LBuK509vRwzc5Ij+hOKfC10+7/pMAEsXyPBgW8SF2X8f1Te2A0kOylHx+V0oq+anOgbDub9fqkQitLoX4/XHmJwhImqnP20qVFRJT/lPhz56zPCwEly5oGRB4ZC0gt6EFidoKPV68KLkOog4y/4qJr2jzyv/UZbC4WFwtU1GHfXYCwjTHDgm0Q8HdjdeRiBdIQV40QF+j+jNZavBbPnMDu6/wo4ARwzJodWc65av+UZWb+7iYKCbOzDaI6L/f872AALJx9lGmitibR3HFa6VwDfKj7akdcNR5h50pFOOkFKcAl+8/OH+e19L3Fh8WxyMpJISIyFOJ8j06s0WimkKcHjAstGh60ogfmA1rutFIbfw/pVVfzq3UrGXvIXngkfxbrfANtAuiOYpgRL0RPWCNfV+GKuBlWFCtVixPppbM7H/WwMOhpT2k/CxXm2XG6NKLKZ4pvPnk1vc8VFs7jvLwtpOzZkUzc+qC892RBubWzbagV+/sgfSlLy5ky/8e+r/Dm6i2OOGM75Zx5DSl46dPYenhQowO0yURELq7ZZZmeluW+8+WyF27TpC5rdO2o9azbvoWhUfvpFF53/y4zswUtq91S1RIcZSUjIqO3tbdn9AafAKC0t1QC76toad+/b93xaQfo4ZUg7Iy1Jrt9cxfGj8unp2wNCMKNoJN31zbR39RAIhKitbwIEI4flct6lpxrnXXFW6LGHXpv7+wcCiyJKzK+vb1peWVlZDcwFTgZexikEmoqz69/OgezgMGB8BC4HCg0pRCgUFmMKBojTj5vEnqZ21q+vYmzhIDIHpqND4UO0ID54zQ7W/wensiLc3sOZl58UefKVVZ7px51/PVD9pxtu8GTNnGmdffbZwejnxOzZs83a2loDoKqqyp43L99YsKDKioQi9xbkeI6+7PTJ+vTz5qpnn3gL28YYNnzwfdOm5gUqK8s+9Hwf9Jj3+Dweq7OrD7/PQyAQ/vjYpBBYEZtX36nglqtPgw8q/EmBFQjz8sLVHDNrHHZnD26368AaZ2sMl8mEsQW8u3QNVdt2kz9iiFM6eJBB14BwmYSCYdatrSRo2cw5djo6GAal/ifd+xXBBAjkvIVvz8kI6zC5QJynyAbdBjpOgE9DV38q2rWfJ+jc1RCfL2b6aXCRTmE3BdTgJ0QhSUDUPuSBHiawhUYnA+lOH6DPnQ3vbxTTDx+IUdF+Av3vCEX/ZgIKhUbixvGJPpsjAGiJQO7nCUjbTWzNyQAEUzYQSqtA2j5sTxvS9mAEUjFDKfRmL8ZTNxNhu/jc5YT/ATjX2a9j4kYTbvobm3fUMWxULioQ5rNuCIQQuD6GxW1190J0Abd7ehEILFthxvk45ZhJvLywgoWL1zMgI5FBuWnEpaXQ2dVL3oB0REIsfXsaqN1ZR3JSLClZqQ7hKRDe35DHshQyMY5H/vIy9ddfzuYXj9JIW7iEIEEKBodd+MNR0y4ERsSCiI0gH8g/EEeXGq0hVh+YZhLYIRSWLUmt+Sd7AgtZ80opZKWyZHWNrr9uY08kfko77h6Xbt/pESPH2PKG189rHT7amvWdTObt2M4Tl3+bnu4epk0ZzexZRQg0dii8n529P+IhnNp2tzRRlo3d2im11tKQkrgEPzdecyI5mXFp763eccMZc0feYNkjCUcsevpC7KvvXPLe2uBd0NmF40dvif4EMG+55ZYAsKiuJuOOU19cah17zATd2NgKwZAIhyM0NrexacsuwlaYpuZ2BmSmMmfWFIdhHgwSae4EieeSi46xTWkMueWOR5+M8bmWaiv+3q7erstx9Al2AVOAh4BlwGU42xcLmAakAe8JIebYtl05KDdnZ0Jyxpj7n1qGKcrFklWbzYd+dTWXfucMYde3IKQT0FBKOfLDtsKOOjiG1wWWOpD7FmDbNpimTE2M036//8g5c+Y03nTPPUHuuWd/tFQ41QAWB5VOLlhQRQrErd1YlfjuP38UnjplhItASBqGtKZOGV/37L/euH75spWfOA38MTHtlTvrUrOykikcNpD1W/aQlfERVQACwlEhHm+sFxWKHFhBpAAheHPJepLiYxgzsQDV2RO9Hgc+j2Xjcrs5ctoE3ly0HL/fR3ZuFjoQ3P9eYRp0d/awadMOcJnMOnqqQ/YzjM8cZfkfPj0+2LfBBHC3jsXVMzAqufLhi28D60CvBSsEZg8cCOqJg9LdNmDT8yUN3eG3X6djSeY2xnMLGs1IDCFBBzFcAgaCmKpxxeBw823+DeP7ETjY/ji+zoG/S8AHtIOuBx1GCkD7scnBkCYHpIg/Ez7AEwDwtI7F2zoW2wgTHPA2lqcNGUxHdQ4lnLQZ/97j9hMQD0kRfI2dAScuLAgDaUmIOdOSxZIdkj11TciUeGTIMaz9C4iO1gt/njM6mJHcn991uQwIhSkszKNwWiH0BCh/dwPvrtiKaRgEAr1ELMiLwLLydXT1Bhg+OIvUpHqSkuIYMjANd7zfcSysAMI0SIiLodf0YMbbmi5BxJLC0FAgYGg0YqE1eDARUfcRNCFAI0E559lfxeCwIEAKTUMAXA0Pc+a5E+jtDeKub+bEo8aJzS/e5959zJiBdMZahMZprYi3U+d9RxTB84s0z1cVcMN3nmLDoj+x4N7nuKK+jnmzZ5A2JBssC/qCiFivsxgrheoNIKVESnFof/OIwg5bnH7GbH36JSdYCOE0oZESOvrkyy8tn7lw6YaZoYjNnrq2rgXl6/6mI30vnn766VtfeOGF+lmzZpnV1dX1DU1tb977RPlcd0KsqG9oR7y9nPc31NDV1UNPIMDQvGyKphdBOIwOhdHdPY6D5zKwbIWFMrq72nRjU1MwMz3lyLAKZwJlONISTUAucD+wG6dssS16OR+PnskUtJ6NYdy5el3lxuqtqy7dULHi1LcWvTOzsbmDNZurOX79Tp2VP0AQCoPSGEmx9NW34o/xYaQlatC6Z2+Tjo31C+EyhB2KCNtW+DJT2Lx4rdHeExJgTnrllVf+xYFl6aMClNLtdlsqJuaWORMLBhtSujENOrp6rfv/UW62dYZ/fMQRR/iWL18e+JhHXAN6xrSpf/nz3xf+bs60QhkT42XMiLwDb9AH7K3WoCI2K9ftYPa00U7Pif43OsX2bN5Sw5qNuyiZfxlWSyem6zCFZEKAZeHxeZgzcxJvLV7JdK+H9NREJ6XgMmmsb6Zyy07ik+IpmjERq7Xj8N/1P3yhEK5+S+TABMegOKS/D2+xBI6hWwWqHtz7H9f+DebBZe8moD9df4HPjBIEpWg2M4izOJlrAQMFGLyEUwelnCHYsN8L+bKK4PrJgRrnmD2gelBsRlpr6BBBaqVklAZDzwI9CW0YCPolif+tI0ZTM/1lhMJ2E7PnBADCcTX0Dn0WYfsIpa7HCKQhbDdm9yBEf9UBHEiIfA35AQKNjSDGEyZBbyEhIYmCIVmsf2MlGelJZA7Owu7qxTANp446YoNS/57O+cdBSlTYwm5oR0rBrGOLmDxuKNLl4vGnFrCsYjtNrb1YEYtzTz2S3lCEe/76Cq1tXUydOJxjpo8mKSmOzNRE+hpbUAlp8PTzWAmzpMzMBK2IaLl/h9//80CCOrpL4sCz0r895KB/HxFVytvnPptXF/6Z7156LC6vh+6OFvznjvRxownnYtKN09YyaNv6IWEIQ0C65B4xmInDf6+PmLZU/O7xX7Kl+hnmzRxHjC+JonHD2LZ+O5al8Pi85I8ditXWFe2I11/Y4OxwDSGxunuF6uxxoQ9YNMMQeu6MAuvEOYWWkTucwK5dvnv+9sZNW6v23bR6c9XTU6aMv6O8vLwS2HX79Sfcumj57n+edsEv+jLT42LmHDFsxKgR+Xr6lNFi2vEzoKUDu7M72o5XHHK/Jc7m9Khpo8TksUO9azbt7vZ43QiB0BoDuAAYBDwJbDr4Th90iVdqOOagkPf/AWMBT0xMbMcLb66bYSkRU1SYw7yjJ5KaHMey5Zt5971NjMgfoFPS4oXQiDcWrScjNZ4brjgFd1qyNqRU23bs4dof/s1o7bJePemkWfeUlb3cHwE5rPEvLi42ysrK7FtvvvL0hx997oevP/EjNxnJauOilfoP971ktnUFFlWs2/gUzh7n46ABcd8DD99TMHzwfMuy41aur+KiM2c5EQrDcE4+2qVReFwYts3ri9fyu5JvO61++7khAjrbe3hhwQpuuuoUIm09H2+whUDbFjGxPo6cOpbl769j9txpxPo87N65l6rqWgZkpzFyYuH/jP9XBSnpau/CYQ85MIGPNP79cAHxoBo4kNdG4mi35h70EPcCrk98KD8fQgQRtNOGJAXNdgSrgVwQW52yqK+y/5PGOV4NWEuwAUkXW4wg10m4BBcXsJg0C4Q9DqTxBXASDtyraFRA2ri78wj2ZuHffRqRxO2EUzYgbNNJEVh+p4qga9ABvgAc5AzA1yE60B9JCXQ3o3qqGDlsMDt31/Hsq7sZUzCQ4nPmMCA1ARUIs29XPZnpibi9HmcHE7G/0FM4eKdrt/fgc5uI+BgmjxvCmSceQcqoYdAXgK4+iPFy27Xf4rV3VlPX0MFf//k2o4YNpHB4Lvv2NpCUm9WT+qvXvLVXv25iXwg9JkFgH6g8kH6IerIfjcOdWreWHIHNa3VXqSXbb5Pbq2sZl5rCq2+tpfPPdyIed6H9OHvdrSAChiEVSA32XvB1K9YskmINszjj9Ok89/JPeXlxJaOHtHP0tDxW7eiko7OXNFNzxaUnMvHICRAOO9EBl4ndF9zfrMc0jENPwOWiqbFd3HLHY6ZlK/Oy8+YiLJvjjhzBVefODP7fQ6+f+8TzS3NKrpv1nZq93cnN9Q0DCrPkvfGuzJz31tROXL5h39BxYwtFXWO7gVIiGAzjiraeVfqAYp7WIF0GvY0d1Dd24Pd7sJXtN0wzRmvOElJebAjxtq1UitZ6LnA1sBNn9epfqwwcipMBBD0ezyyt9eVSEvK5PPPbu7v3DBmSe/L762uK73/stTFnn3SE+7TjJlP6x+fo7OlTCbE+mZiUSm1jW0Vvb19bR2fP0N6QHDJl/FCBzzDuvPPv9An/M5s3r7tICBHmAPnwsGhqahKAXLJ05WhDUvvoUwsH54zIlfPnP8rqjbuan3/22W+dcMIJ1qd1eoUQ1tAheaF9jW1x4XCESNjClRBDpKsXpTUenwcVjtBY286+2hYGDUx3SmX7v146Ht/zC1YwpaiAxKR41KeQExY4VQPJKQmMHTOMDRWbyMxIpWZfI2MKh5CRl43V1uUoPv6P6f+lIxwKsXrdFnAV7f/dJ7pdGieB1ntQAQACJ97dieKYqL21gAo6SeQtAOaiePCLHH4UFnEoMvHj1NrVodmFJgmJArcBLvuzS/9+HkQTJyKEpBXlgjxgOIIfYPEMAR4ylzAqkooSg5Hii+NJRqMCSqKMMJi9CC3wNk9ANE9wuhtmv0s4fhdCebC9LY4zYPkwuvOQ/REFcMifEI0M/KecAaccVdkhOtoaGDViEN/5wYX867HX2bqzltdffo+CYQPp6Qmyp7aFIXnp+DwexhbmERvrR3yc9sLngGFIbNtG2oq+QJjmtm4SmjvQgSCmaaA7e8nJTuHS4qPxZKew7M3VxPo87Kxp0m6fR9x4zvHdZY+9Fqit3xGPstwi0SX6WmGLhR4POvbA1f9s4wIiCLw9hAcPmOsu/dPz8l/PTCQ2LoGGB1uUrh4Es5A8DQSc+5wNOheEFQspUiLRCG3T+IKJKX5N7tHQE3mTa378LDNOOk8FUHTEb5c/+M1zfK+lgzifl6KxBTTVNJJbOAjd0X1oDhicHvJ9IZ55dXXwxYUbVo8sGLzh+HN+Bgi3x+udfuNl8wq/dexE7vnri8mooZOkC6s7GFpQ9lqlBZwtpbhg7aZq13dLH7V+fst5onVvo0rJTHFKEoSEYBh6AmA4PAVhmnT3BHj+teVorbn+kuONQMjK2lXTxJaqumBjc+tUoAOYBNyDQwJsB1YDq4AqDgRizFAo9EOcmOJtwWD4aCnl+I0bKzeMHl0ocgdmJa7d1pgZ0WvMgZmJRmhvxHR7fDW/vvOHjx99wnl/jYuP23PZpWfNKvndoycCqYA3Mz09NCaz7YZoT4RDY7CHQXl5uQUYS95bdUdaVtbKy26+73zQrulHTmo78dhZS6666qrIvn37PvVzorVmyKC83nfeq0ydOXkkd97zPCPzs0mM9xMIRchMiSdiK2ob2ukLhrng9KOQtr0/7I+QvPv+Rjq6ernsqlOxWzowPq1CotJIj4vsjFTK36tg6449XHzuiZg+N3Z3L6brf2V+Xza01ggpWVGxmYy0ZFo7DrzmlAFqedj8fz+pfwnQxEFVVyaOEE83EWbgRQFhNFW0kMYrABR/weWAldHBCdLxMpQYnMlkYNOFTZxTimhEhxf60Nl8ORA424hckEdhhJZi0UW2AXcTYpaEfxGmY3/AJMKhTO7PDyfmGkqrwN1cBLZnf4oALfHXOSU/tlCEspYQiduNVh4MbwvSikEoF2ZPLtLyHvSNOhodOFCV8FVB4+Tm42N9BAJhrFCYorFDyBuQimlK3l62iay0RGbNGMWWbft47e01KK04at5U7ObPsDB9Rjjsfif8bBrSMfym4fzeEGil8LhdROrbmT5jDCjF2MkjIRyEOE9KSkLbbqonB7nQl00QQ3SD1YhRZUOKiO7K+ezPrBaSkWAY9u+sV9+Z5Hr5X/8S1fv2oKxJNoUIXFEmahA8oOIE9kyNy90LMf2RH2EgDM12HdLvvWOyhSMEIp+lLw7RuNH+2agRwX+aZ3z3KZ2bIMTZc3ryRkcAAMItSURBVIfSI01OP3o6M2eOJtIb2l9GKIRA+j10t7bylyffrpl33LRzf3GZ3W1YNyZmZfv42b0rJjz7yntXv7ZozYyEpIRdpX8p/2v/uUgh0HCfUnpVQpz7DzFeT+5f/rHYbUXszJH5abhdHjq7+hiYncLMo8Zh9wYd56wvRGZWMn9+/Gc44c1uULbuq6rluddXeGvq2oZ394RY+N7GtjXrt48DPQDYAdwALAIeA7pw0gMdwJ9wZMXqgbBSarwQ4tpNmypTAPOkeXO6d9c1ZmzcuFVYtqpKSLCWzznx/Ofh/H2A629/e6rcMGS5ESXNNTQ10dBE9GJ/6jopO9o/4Q1DijcQgmVLV3zGp4P+e6KnHzH1jVffWXfl84/cKq665c/c//gCHv3D9ShLsbe+jYR4P0VjBjO8qAA6evprXMEQ1O5rZuHSjfz89vMJN7VhRiMxnyjwAwi3i96uPiorq8jKziDB56Nq115GjB72pTjr/8Oh0FojPG7Wr6lEa82osQVUvnuAzm4ChJI34Wkb/ZFKc37276idtg3DkYxG8B6ChOiH/AgixBEiCaj50s4oBgt31LnowaH0mFH2WP/w+eqcyv6USDwYw8DjxlQhlGomQ23iOtnDdbK/gsB2JJW/4AFopJYE01YRv+UKxAdKOFVUL0loA3/dLABsAaGM94gkbkVow4kMhOMcPmdfJmYw5UA5InyF0QHnuy0liU9MpiA7CTNikZOZTM6gTADGTB/jNBCxFcNyM0lOiqGxpYOqTbsYOigLFY58ZS17Dxl5VCTF5TKwewMOg14EhZkSb22r3OluDdjQ0tGrL0bpdAxRo+kIC5a2o/02YjyO8/pZnQBbQ7pQLrthcKQz57fWGRevMTwxIUnbP1wMvhBWKghJYjSMFqh0hein7exn62oQtmAQHmEYtvKwlW2qSgSMPIPwHvreTLHWMFXnzTzD6gw8adyxKCgnjxvBkjvuZdXCv+JK9TjJLYDuPsJ9Ib2zulZ0drSJI4dmZd7xQMcZbpp9EW01j8hxv1S9t+nFpISkq1LSUtpKSmaZK1bUGgsWVIWV3r+9WPXYXRee+H9/fudHZkyGXrujc8orizYduWb9ZncwFOYH158ujjxhKqongCEERnoShCNUvLaU1et3khjvx+vziKR4P9MnDmdsYVihbJ0QH+vZsqNuVaCv+8msrKwn6uvrj8bJ9f8ietw/AHdxqGDQWmCt1noj8LAQwvfqgncWAD3JyYnu3t7Aus7O9hOklHfFxMRc3d3dvaOoqMhVEagQdnTTkp+fT1VVVZjPuCxF+yeYg4cMNSKRiBg50qUDgQF2NELwaaEBfvST2/94+623XGIFw54H/3o7Y373T+JivZxYPNtJn9kKIhGs5g4MQzrGXQo6Wrt56OmFXFY8B3we3F5XtMDTaeSjopyJQ5wBhyCCcBk01zezY+c+hCmZe/JseuubKV9SQYzfS05+nkMu/V+9/5cCrTXC62bXtt00NLZy/AkzUcFDi/RMgHDqOrS7C0/DNCdvcxAnQHHAZdUmNqMQzAQasJkVZSvtQNACNFNNDE1f6rZRI7CiObRNwMtIMhEs/NKO+InojwLEgDEODBeSVrCzUaqRsJK46MOQcV9KgYvAdndjBNIOf9n3OwQHqgiENvA1zNhPYgylrCOSsMOZyL4m7FASaIm0/E6qQB1gVXzZDoEAbOmnJZBAY3MrmCZhy8YIhBxnqzcIODl6IyGGYYOyWbpyG/GxfvIL8rCDIUdT/D+A/u5+2laYcX5UXzCyZEml60e/fLZuxdq9D3HS8el6GVdwGom6XQj+gOq1kAu70TLqBMCnENOPor9oN6Ilg7FcvXsvt1pjTlI1aqHUbRch/u5Ccw4u4dS5TdKYQ3CoOv2W6OC7FwFybEPCFGUwha02QojBIDGVukfvWwL24KSIOW+8ubYXY2LmDv7w52cYmZODRQDD5WbKmCG0tXWK2vomtG2b40bly5t/89A9B0sxlMyaZZaWlz/Y3tlOaWkVHLorjgDmt654pOf6cyc/t2nHzvHPPLf8/554+E+/LLnjN1cLoZk8dggibGlDSoHWPPePN9m4bQ+L39/MstXbGJKXQXd3gMbWLsYVDmLXniY5dFA2w4ZkxyTExyRZkeAZ9fX12TgG/zlgG7AXGAqciRMNqMXxyXbiUChXA3/UWmcmxsS82hsOG21tHTXAb6SU5UqpMd3d3QOB7RUVFf3FRwBUVVV9yjt6WFhVVVUWQE0NONmKzwzxu9/9qbovEHHoMo2tXHX+HG742d8YkZ9DYrzf0XYX4kPNj/qCYVpau+no6mHZ4rVIITEMSXZGEgOyUpDxMWDZEAhHd4iOrC+GZNf2GvbWNpKenszIotFEmtuIiY/lqOkTeWfpaswYH1mZqehA6MNppP/h80E70Ze6PfVs3lbNKccfGRVkOrTwxASI234hPcOeQMswrrYxmMGU/U5AgIOeZA+CYgwCaNah+TMmO7D4I6vYyTIm8Rqloo4SLRH/Vlrz05yY2M9c2IkmgtPrdQcK4cio/yfQHwkIoAkhsGkwRhNnjI7mKuBA4cQXN0QFWhDIXoyneQp8bOtfcYgz4OgLOGkCT+t4vK3jAYjE1BJOW4uSEYTtQvqakRE/IDCCKRi9A5Ba7j+HQxyCLyBloICYmCTMmBxq9lWCy3E++slmUmhwmaAUm9btYOWq7UwYPZjjj5uC7up1yGhfCD54Ho6zI/rzohz4o9FopdHaEUEx01JU04591stvrXPfefe/Vu7es+dewzD/bh+XncYb9skUGElciqIHpe5D91kYi6Ikm9E41/TjSlf7yZJb0ZgI6niIAd4r8XsazF7zZEquPpLNO87gibJzQSQRr+fiQtIhoAZsr0Z4QPo4NFXWH58eiJIaSw0WpjDQYEuCaLEeaeyuHo/1Epb/jEbRsHum/P1zDxLJ2EL6XsseOlDLtROGiCsvP4XJcfEI02/PvuixVIzYs35y65U77vzNXetLQJaWl9uAa9asWfpwu9mSElRpKSIUCFsjhw5OEEK0AU+5XK6LTNPd/NQrq/J272kUXb0h7XIZ4s+Pv0FWagKDcjL4zY8uxO12sW5zNY89s0h39Fi9M6aO73C53Wsqq+rqA4FAttvtbotEImcAa4AHgJHAHuCHwHHAD4CLcYIktwGn4MQa/wYYHb29o4EiYDowXimViMMrqD/oFn2tUF5eHpw8qWjpky8um33B6TOky2Nw4+Un8Ldn3uG2752D6gl8WA1SQ3ZGEj+47jTer9hBZ49TcSiBPXXNJO2MJS7OR1J8LPlDslCWhYzq/29Yu4W2ji4KC4aSkZeJ3daJy+1Chy1iE2OZNmkUq1dvwjdzEomx/mjFwf+cgC8MhqSzvZOKdVuZNX0CwGHVPp0qADRxOy6gL+cNQplLUZ0FeNpHoISiR0vHgEkgI8rzbUcwBBMX8AbtGPyQN0Q5bwBaiy/N+AMIDBKADjTlOE1Id6MQKCGQ/Uf+T2SXnGNGiMXNYh5Ao5nBLfiIw46WuH2h4xIgtSASV41v3zGf4dsPNdT7OQOA2TsAV+8AAGyhiaRVYMXvAgS2vxEZUxcVGZIYgTSMviyElvujCYc6BHymKEG/0evraUH3VpM7MAsihyoAakMSCIRYs66KlWt3MGHiMI6eOQ7VF0R8UeuHVnxoH64U6AhWJIiywqAjoB15YGEYiDg/uF20V9ezYc02+dwL77vfXlH1/nHz5p378MN/3WNP/o2Pm0QzU/VdZPA7LiOB7yCxiET+At01GO+EHOrFKD5ePKrfASjHps0w6RTXkeZuxZ+0i3PnDeeHt5xKsCee+uZtLF56K71qHYaC1zU6VaBSQCSByAKGgAhzaFdaS0vycMuh+kBCMOxpJxhTpw0ZcfWGbctX2aFcR+RK2XCvDk2LMGhGnD6/Yrl64P7/M27+4beJcXXxi1vPGLZlV91rvd1h3l+xas2N1157Ten991cUFxfLssJndDkoyj98hqWl0UIjv7kvGLCq7/5x8eDfPri4dl9z85KMjHTR3MXqh59ddpqUlrlpyx7969vPF7f/7BLef2MVMTFepICCIdl6xvRCUbF2n/3Gko2BHTuq1gM/A2JxDPtJwHU4+f9ncfL+GdG/S5zaidei7/0h8DCOiJEE1kf/CJx054PR7+l//SuQQ/9M0IA4cuZR3/vFn/+14qKzZ3m0ZTN61GDeWLyOle9vZsq0UejewAdC+c4zMTAng+KCPEdCWwgIh9mzfR9rNlazrGIr2elJDC0YiBQQ6A2wYeMO+oIhjpw6Dpff6zT0MR2ynxCgLZu0tBRGDh/MupUbmTazCLdh7C9H/B8+J4TACkdYvaaS8WOGE58QC4dRQ4WDqgCUsPHvPZ5gykZC6SvBCOBqmeAs6kKDT8AcoA1FC5Lv4CS2m+hgCmu5WfuIJ4L4AknuHwUfjr9diVOpu/ojNYy+cggchymdkXSyF4sQThulL3p4GrQg4q/H1Tn0Y8s4P/mrDpLojCoPgpMq8DRNwsskACxPB6GU9Wh/ByBQvmas2H0IZYIWyEgiRs+AQ1IG0ZF+olPgpJo0blNQt7eGXfELufJ710JfACkOiP8IwyDYE2Dt5mrGFg7i6FOPJLy7Abf7368jPlgMBTQYXjD9zu/BedG20aaP+NRB+BJi0a5klBXG8HsJ9wRYtWSTbuts15XbauWS5dvrWnojay4//4JrbvnJT2oBN8tvCVCs3ZSJh+jQFpq7uYZYbsAgjBV6BN2xG/PtiDOEUfqAiNUH0R9tSgP2+CHeGMn3rlkMIpEffO8CrO4QHlHPw3+8lmPOLGVXuFYHE3MEzYj2Blw1aEyhdAKoE7QQQ5DS+kDkJuCvx/K1oIXleCWubsa5uo0+Ydn1ltdsWTvC7sgcpBiA5E2onoFpTXXp0UvK9c9/+Gfx859ezsUXHqNJSQzb+xrkD37x1MS3li0rFUKcWFxWZpTxieuEePCpiparziyq3b5r73H7mpv/7pIyad++2pSm1s7v71j94u6XXnr1xmf/9Yp5/AlTdaizV0ybPsp52DxusvY2Cn9DPE11LQktzfUJcbGxP+0LBJRSar7WOg14FYfpfwWOMNCLOEb8VmAdTl9RT/S1q4EGDmh59esH2MArwCU4xVJfLL/3C8Zdd921vnDE0K7afa1pA7ISUaEI11x4HEcV/4xf334+x86dBKHwh4ywClvoUHc0YghCCnKHZJM7MI1QJMK0qYUIIWlqbKKqai/akBx97HQIBNHhiKPudxD6NwsDc7Po6ulj/ZpKpkwdh1LqK+ok981F/xq5smIzmekp5ORmoS3rIzeH0evthIeVsPG0jsG/+2RCyZuws5ZRLyK6UwuEW0EOUI3FhcBMnPjhXhQXiS56sSj9Cox/dLh4cezqHjQVOJb3azD1JE6NdxFncyy3EEdqlNj1BXsnItq+OWchnuZJiI8N/38G6GiqYH9zIoUSNkrYyFAiMXWziN19GjG7T8XVMg5lBrBi92LF7iWSsINwegXB1LWEUtcQSt6I5WsGQGrpRAq0PHAthAKhEELhEo7bER8fJi9zHakxHkaNGxrNW/WfswBLkZgQy5iCXCKRCHZ797/VpW3/6UYXNEe4UYCKgC8bnTQZkToV0qahkycjM2YgEiczbNKZpBcci0ichJExg6bgAF5f1aHLtyi1oTZRW/6CjZddc+2Pt2/bdsotP/lJbUlJyQEV6TIRplj72Cb+xuN8j7/Si0RyDQbnYYdGYLVL9NsaNopPVrC0AAwIehP1mNEz+cH8a7D6gphCY9suBmV3MTCth5Rza5EnKGQmSg+CEIJebYg6bRgvI9Uud6eyErcRSl3r/ElfSSRpCyp2Dzp2L3ib8XTnoWpO1jt3f8uq2jePjrZBUjxt26LJUmKkBbdZ+u3eEaLjjp+IXfWK+/72Cpgu0VNZ7THi44zSW84KrV+/Pkmpn8nLTl+XwhX6PH6uRwJQ8mHvtaTEya9ElB2Mi3G3x3rNSZZSYw1D5oQDPbm5hXPufH5BReDsU49S42fN0Z6wRaQnSCQQQinFtp11+qJv/5o/P76od+Tw/Cal9VLbtt/TWkuc3qEunPz/r4GjceSJR+JUAUzE2e5MANKBjdHP9EPhbJ6uj37mLRyugCPh+PWELi4uNtLSsp6865E3bTRIQ+L1mNTsa+Lmnz9Ka3PnYTeKUgoMQ2IaBqZpYESFshoa29m4ZQ+5Bbls2bCNrTtqSEiKY8acI7B7+gA+ulJAKUzTpKBgMBErwuaN25A+D+pztF3+/x1KaYTXw6qKzWgcxr+2Pj7ufOi2SRtooTBCySRvv4gt+U/ZHQMCyPYCQ0cGIsKW1papOYX+RkDQTftXWivmjjL+e3DY/7UoGhFIDKH4WniQAujDQqMxML+kchfnO5XZi4jEfQnfHz3GIbf2AJEQwAimElN3oLOYZQSwkrdgx9Q679YS2+doD6BMZ8TKjdGXjhFIR0bX/QjQAboeIaxgNXPGv8zVZ16MJ8bA7g5hGnJ/VZI2JR3t3XT1BMjJTsHQGvvfvekahMsgHAihbYUnxufs9I0YhNspbwlHLNwuk0AwhA5r/HGpADQ3N+Pzx/DSq4u1Vkp876brtNfnN4EK4Omzzr5QPvPMM+Lss88+tDVemQhQpP1UiId4WqcQzx1cismVwD7scBxmxwZ4rxvSQGfw4a1yfwrAFgJCCjvzRn3a9TeITdl+hg/LRSuNaQow/PR2dzHg/GG61XKqeH01bXaMbDLc3X1oNG6hzXVGrxVvBqQ72jVDhONwt43BDKQdwg8whMJECTfoCIbAFqb+h2FxHojhYJXa4okfjdDn3XuHeGbO6Zxy5hyGpsbTUtss73tkgScnJ1cgSglf8f1s/DxJIy8C32IFLg4oawMH0gA+M7yzLxBKmn3EkKxXFm+/Sil1ihBiphAiZLo9e/Nz4wofufdBMXviSD1k7BChmtqhp4/pU0fwf/OvDP/6wTcjja3tr0jZexuIVtAxHPCrYnAqAKqAFJzGn9fgtCqcg6MceLBGU3+RhsBxIG7EURgsjX62f1X8WqKsrMy+/MYbf7XwnTeu0pztE4AQkh9+5wx++n9PU/bSe1xz1cnovtAnR+K1JjkxjsnjhvLsY6+SnhpLQX4eGXnZ2O2dn1iOK4RARyJ4fB4mTChk6Xtr8W2tZkjhUFR33/8qAz4jlFJIv4/K9Vvp6Oji2ONmOB0VP+E+fjhuqp0GNFu1UO9XnWeb2eVmVupKfO5mGuQEiAUR0WiXcKashwYQmiz91Tz4QxBU4+z8XcBap3ABDsTmvg4zUH5JisgOnPB/KLkSd1shQn9VMpoHEwmdcRzsEEjbh6d5IoKJ/aPEiqkjklCF8jZHb5RAeVuIWNUYykUIaEToupBP1Zt50tI7RHfHDqZ9qwT21iBj/WA7ZUrKspBeH43NHVTtbmD2EYXoUDgqhfDZ5ICV0sgYLxvX7KA3GGLihGEOkU9ppMukvaOTF//1HOPGjaewsJDl77/P1q1bOOmkk5FSUL1rF+3tHbzy8ouisHAUhuli/fr19Pb2+qdPn56ktW7gox7F1QQ4W7t5XfyaR7UPix9xBSanIEUiOlStRVeXYKNQyqsR8QL5wQa7GsEobejWAGJfy1lyxvQa/Y8Xlok7b8sFn4dAexdd7R34fSaud9+UA84chp6jDNdfey1zUBi500KgsZQbugZru2tYVBeg//sP5YYIBF4txRik0et0wXRZQggsTP6OreehxUCh1S9s8cQNo/VR11wl7/vt0/y45GJKflvWft+jC5+/+IJjF4gn9qiE1F01nd1jvktr1OgH+ODp7X+k7iur7Ln8W0V9A1LisoG7kry+Re3B4DuGISfnDEi7Y1NV65T6ho4ra6r26VPDsxk7Mk+4lAahxeknT7dbu23/r+5+KqO7m6SEhHi7s7OzXy28v4XZizhiQIujx/QAf8VZ3Vo+alw4W5B1OGTAmOi/vy7Lz0fi4bvvbhw7qkALiSPSY0huuf50nnxhCX/46yucdNwkBmYkRqlch/8OrUF6XQS7eli3uYoBmUmcdepMMMwD+f5PASElOhzBH+Nn2uQxvLtsHW6/j4G5Wf8rD/wMcIy/l13bqtldU8eJxx+J/hTGHw7jAAjA0oKVqMgeod3hulkiMbaG3JFLcbX1ib2DZwjtEgil0D4Jkf3VSF8NBiDZBwQQ+IAtCES0K8D/LxAaoQWhrCX4q85G2O7/1EA+5BDsry6Ivm72ZuPqzd7/DgXY/gasuBq0v5Euja4QqB7DYyQntzAifQFWL2xfs45QSxt+n4f4WD8xsX78CXH0dfaxYetehuZlEp+VCpEIhq0ckovWKKU+mNQ/eLT7Ydk2rng/r76zhu3Vddw1ajAunxe0DaaLfdUNvPLyK4wcOYr16zfQ1OS0oF27di2ZGRm0d3RS/u67CCH10qVLxaZNm1i1ahV+v19Nnz7dEkL092M/mF3A/BIE8wWlm4uhZ55HrBYlWCGNMH7M5YbJ67aS8YLOViFWBqXQYE3SGAkHCe32s8zGGmGBt1W/F2oRyfFJLF29g02VO/B6PPQGQghl64L8gaL91cf3xOy4KTd8qo8OK8/o2D3kEKWOwVG6V79mhDNYeSg3BGcA08GwgeVg9WgMJRAabeoFIqLHyoiYgpn4mA/XBRPlqkcf0ft2NYn7Hl242++NXPH4Ey8BiM5fj23HId05KD986rCkBEopkebGRe221dN+ypzBGS8v2r0PrS/UWhxZXb3v77t27f17d0OF58c//fXFTz/5hlV0//fNbUs3kJOZqv3DEnwXnDq5b+uu+pPeXLxat7Tuvayzk3Y4xOH4XfRn//UN4ZQA9l9qXVJSIkpLS/t/9jNEU4D3cKoDOjlAzfi6QwaCod5AEI/P7ZyzHQhz/6+u4rzr/0hLUwc5mUkcbjvXrygnfG72VNXwzCvLQAuuuPJ0VFcf2B/O938ShBDocIS4pDimFhWyet0WvH4vqUnx6FD4f5UBnwCtNNLrYV9NHZVbd3Hc0VNxOpx+us8fdutoAl6kDmuEFDYdPXn07MuiIP95NWjIIldLy0h6UjOR1Zal4sy2L/B8Ph0cyX1nyvYvsfqTy6e+ORBoI4SwfP9B4384fLgM8GBSoQOJ2ZeJqy8TF9AHugl0CxAMvc6ArAVcf+1ldO2pw0YRDIbp6u7FMCQ+n5fmpg62Ve0hf1Amu7ZVYwfDJCfF4/N5ME0Td6wvKkpz2BVsv6PglhIiFuMK81BKEezuI8brxohLYOErr7JutyYmJobu7m62bt3KlClTOOecc3jkkUc45eST+MsDDzJs2DCmTJmiTdNk48aN7N27l7lz5wrAKC7GmD9/fv8j2X91oLR/YGVhEOheASs882nXIaZyMxip+miE6IBIU7fc5u02kt0ddoGrRxoHl9cI6JNh8kVExBmWXvV+j+g2OtlZU0/ugAwSE+LIzkpl5PCdrN/dUbN9z7xH8HM7Gh9ukFFjr3FE8D1afsCZ+9DFw47OrJkOTdJuQ9EHug9JvQy5ujZswDYnq2DRbsP9019QfNGxpKQmM+aEb+VuXLT8wgeu+sE/r37wagVaUYyLJDQPio/sHVJaioZSnVnCzvqNE7LSkjOPLtbVZc8JsVIptVJrLaOO1q3NXSJzcJr7uC3vrAnece/zrtycVI46ZrKo3b7bX7V9R58VDs9qagr8KD8/f35VVVUfB/L1Lvr7mB78kIKYNWuW6OnpEaWlpRFnPKU6JSUlbuLEieqtt95yAy8D1Qff3v8GtHV2N7b1kJidhCHQGIZkyqQRzP/e2fj9Hpxy10Pnj9Ya4XYacFUs38Cyiq2EgoqSH1yM3dn7oQZNnwVOOsAmNS2ZkcMHsWFNJVOnTcDvcTkdQP9XGXBYOPfEpKW5jQ0btjNj6ljcHjeH9d4+Aod1ADpB9c8GpZ1lx3K52cy5kUFjyj3ZlavpiRtA3RsT9pLFfbNKSszy0o8M431xKNEmPmLpwVEzseiPhiNwXPJYZw/3DX5iHE8nmL4cd8t4hPJ88kf+k9jfzvjgX2kEmjY0a4SWpmGKrPReYnzvMn3iRI47cw40NIHbhHCE7o5uOju76entQ5oQ43PR1t5FX1c3oVCExtYOvG4X2ZnJ9OwNIYRARSI4cU69PyDgcrnwuF24XSZulwtXIMiMSQWcMGci+D0QsCDeh2FI0tISUFqzfft2xo8fz44dO1i8eDETJ05k27bt2rIiXHTxJbz26qs6JSUFv9+vn376aV1YOCoEtJaVYTupYVyrH7iKI298JBIIvuW97OSbc2L8hveFxdsnhizLPzQ3u75gYHbAN+Soitcf+IW2U+OEbApAusAkrJXA2CBDMiAj9mhtmE7DTRDaxBVIw+rLYEAgTbR75+qX7N+IYcPyKBw3AoIh7IgtBmYk8dba1pHmUR0v2q1xIaTw6VSB3nrgnnhBx37CbRRRJkuvM7/UYIFhaUks6B7Rh43SGu3q2KxUJCVZG7k+5kwbJ7weTY/tSTGm/fg71zx4xT/I/5OHKhGijPBHHy3a+lugs1bV+kuvzo5cO3psb1Jkm/cRpJ0/dIinqqpKCyHCxcXFhhCiGbj51BNmPX75j/5aBJqJY/P57a8ew+v3RY6bOcHfEwjS0Jxw9NSJY/5RVVW1ZtasWWZUg6C/bUh/YEUUFRUZFRUVkfLycgDeeOO59OOOO6P70b/8JeOHpaU/Ky8vf0EI8XK0t/ohFbBfcwhAdXV2udKTY00helC2RkqBHQwze9ooXnxjJcOGDUQotV/dEiEQPg9tDa1U795HU0sXrZ1hbrnuW9ih0Ocy/gdDa83AnEy6uvtYv7aS6dPHY9uHtmz8Hxw4bH9JT3cfa9ZUMnZUPknJiU6Xx4/5nFKHbpE/5AAoYBtEGg96TUsJaUqLIOw+dhZJe3YxYM0a7d9W17fz0ZOXliMoLi41nEXvy4AWlEW3LI/ogYRwygA7nVf7Z28qqGTQFhjf2AcmKv0bTl1P7NbLnBK8/zZogUTQBVRojSuhRgzL+j0Thi3lystuI1xdgyElIuQY87jEeOqbOthR04rbZZKenspFFx3n6OBKqFxXxYJFa+kLBti8bS8TRucxZ85EVK9DJupfxKSILlaA7BcWii5eWmtM002ot5Ujpp3D0eljGDOqgPj4BPLz8wkGA9TV1ZOVlUX5u++KSZMmk5SYqIcMGSJiY2MpKCgQTU1NKiHOm/PMQ3eedfGJBQ2mJ9Y/dEBcx8+fXJo1ICNuen7u6YmzJg3+18ghaW3/XFj5vWDQGrt7bwPJ8Z4fjmmjsrDlmXt2jjnhJp3sTg3mJdDVkCXCHUn0hFOE1EJNdBhs+wP1/RbHFhbDQ1qkJacSG+N1ztvnxUhJYNyowXQ9tyPVak78P9JR+EF0H2qt+hfYj7NgIfrowK834fQV6kSpOhqkS/cKpQPAKwTljxBZSNn7Cq7YJFaur0L4XFR3hZV5zOVNetEVMOFGTdVNH/1gHDyoc/SRDfdyKafT/uTOFzLG1T1S+8zvf5l89i1VncyaJSgvp6yszC4pKTF/cecvKls6I1e8v3pbafFpc3y3/uAG/97GvklvL1ntOfWkY6t7bE9k2ertIzZs2lIArJk9e7aaPXu2LCsrMysrKyMcYPZbFRUVEa21ccwxs09Zs74y+9uX3jQ7zE2tR00pzM5KTzy1s7O9PT9/5BvFxcVWaWnpf4vhNwDL4/EcNyA7k2deWiQuOG0K0u92eiqYBplpieyta0X63OjuPsfRNAxwudi2eQetbV3ExPqYO2sSqzbVEJeaiNXR5bznCxigVgrDNBleMIg1aypZv3YL46aMQfX0fSHH+KbAcTsFtqVYvWYzeTlZDMzJcqIlH/c5rZFxfpyuNA4Oaz3agdaDX3MDQyU6CEIp2nOH6K6swWLE358dduMlQ7/V3pO/4/GyNzYXF2M8U4YSX6Q3rLXgbCQZOpfNnEMvxzAceAGDxv63OPG7IF9tF8D/DASWpx2jN5uvR83DvwcdtTgDEwWekSvxRR7j8m//lrShqdi1rfuV/7TWaCnYVdNI2SvLuPzcY5g5eQQ6HMHqC2F63QzOzWDMqMHsqWshNTmZonFDmTR7MrR3Q//CoTVELKxQmFAoRDAYcX6Gw9i2TThiEQiFCATDtLa1kpmimTjRaZupFMydeyxz5x6rX3j+BZGekammT58uADFt2rR+lri85JJL6Ottt+/8waN+pUnOyUpqfGPF9qIdu9qO7wqEdgeC1in1LRtjtze3Xt3SHrkCrJG9gciQBUsq/7QAMwCVLxG5J4tfcCVuXNRi04QhNHiFFY1Ti4MSKgdRDIQBwkdudjIRJMuXrKdqfRX1fX24VIMW68O2ftNtEg96r6OGE/V7rNBHzNf9DgZBWtmpdzMmshbcITAVGkv0QVwvTMlDBnLw9Faia59B73hA1waT7AtOPktN+v6DMuWu+2Tr/YhZJdos78HFVQfFKItw6iay0MzHZj6C+WjQBtdzjJ7A5UyBzrahbH/3/I6nX6nqwnjmV7q8XAiHqaZLS0stwFi2bNm6k4uyzmsIpKTs6yvyJqUNmeXxVo78yT3lC5csWWQGAn23bqzcagNGaWlpLM4WIiyl4KJTjkp8/MXyjmkF0+OWbVt2anxixvQBmQkXnjR7TPzcueN59tl3WblqHVmZ6SQmJjdXVlYyf/58XVpa+vknw5cLE7CEENbUkSOTl1dW/uRHt14T6OvZzdMvLqVo7BCGjR2K3dGDVor01ATqahrJTE1Aul1YgSDrKjYTikQYlJvNgOGDaK2pxzAMdMT6QsPz+ysDvF7Gji1gxYoN7KzcxdDR+dhdPZ+ZX/BNhdYaaZq8v7yCpIQ4CkYOce7FJ3xOuEwWL6wAUbj/d4d1AFzRF/Zv5z04HW6rnWiAqEDY20Vosyz+7fGhW3pNuqdfVTxl0INlK18VQHFxsVFWVvbFRAMEEoTNiTqdKfyKI7EIAJ1IOsEN2gNKgk4GYpzGat9MCIXQgmD2YtzNRUjrq+VffpHoV1ExXZ3kD1jN7MIzmDIjn9eefJsT501xpEGd7nBIKRg+OIu5M8cya1oh+Lyorl5cbhdYNj6/h2NPmAqmAV4XtPXQs2MvsUmxqL5glBCo92udm64YYuIF/a1OHTsqcAQHoo9t9yZs21nglNYQ59eL3lzJ4rcXc8JJpzwAbI6EQrFI2Q2YUkojGAzGxMQkvf2re1983/mSbVOAuTg689cD9/YFrIqlS/eMx+lCt8pZPwW5Fz/kjenbrba6Q7U6xohwnjDZRUT0CKGqhQyHTcPL4ZxbjUASFJ2EAgGefX0LZ10yh1/f9xoLB40ltFCTk365YIdpEgK6IMaGBGAy4AetPoIM7MHpImmg8OkkOiUiqCNO5k27gHy8IyFj7l5d83yrKBhwN2PzylmwLlEYaUPMh595j51dA+kLjAQd8peXei0+rhteafSEnJ8239MhComIsbbSGNLKi0us2nvaDQz+555hD/MsEN6fLgC7pKRElpaW9sE/+3LS/wlOxz/WrNvcf0oVQK/b7R4SDod7zz33zIGVm7bN27BpU/JjL5bnAKtadNuw719bfF1+QZaR5DY4dubYnt3tPbGL39lIMFKzsLax/T232/00EBZCfFLg5D8NA7CGDBmSUFOz65jllZVT5sw9tu2sY0ePTUgbywvPLua9VVupa+xg1vGTMbp6mTd7PI888RY/+cEF1FXXUrO3HoFm2qTRSI8b1d2DYUiUUo5+xhcMISU6FCImLobJkwpZtnwDps9D3uAcVE/Pf6zPx9cFSimkz8uq99diGgbjxo/8VMYfoL21k9cXrWPSnE9wAHrAdcgslYAPgQcXbWj9VzawhT+JcvG3PwBXn5M8SCnz5GvPKiq2XSx68KmylquuKnI9+GBFNEv/OaDRzNMT8XEJp9PLeDwsQiFAauQgYIwAn0YngYwF+c0mAgqs2H149x7L51L/+09DK1xIGluqmOFfyUVnXsEVl/yCnAGpnHjaDOxAGNMUTowjFCY9Kxm/18ujZYu59Ly5Djs4GtrXtsbu6EYDEQ3Pv7SMJSsruf7S4xk7vgC7N3BALEhrtFKHUL70If8TCBoQet9+5oJlWZi+VP3is4/L9Vv27c0xtt97wkmnV37UqeWBd0pxceS5554bp7WOAT1ca07HYa78GUc1zgAMZy+sIzUnXRrhbGFz4/wNvIbgdgTnYrIHm1ZkZzvGVtsRvvxwSSAYyqYrpPU1JXeLvmADVdu3435zKcF5napmU6Ls57V7gXxgADBeI7zgFhwcFHQQwamN82mJxk9E+MUeVeGyZRFSQ0IyePxv0tW7hexX3+XyCS2MnTyZ8aNv5aXz/ti7xzPj6St+WNoSd8R3w+FH6CFZN3OTPpXNpCCIYOHCg4+YaEAjFjcFpOEFLBQBXOQwgxG4ojKSontwnOq8eHhW2qub76+6bpTF/eKfXKVdPEg/SU8BsqSkhPnzR4mrr14o33nnHXnBBRfY8+fPt4UQdQBCiKS8vLy2FStWX5aTlXzn/JvPJjEhntWbqi/aUd1AbKyHY48ap1VfyH7i5VWx9z2yYEVTj/3yRcWn/vOu+x7u78bzdTL+JodyGOjs7JRVVVWh+PiYc3bt2nUEUHTKySfG/vUPt6oEb2uC3aE4/ew57NxQxUtvrqappYNT5hYxalIBS1dv45WX3iUtKYa42BhGTxoFvQFUKAyGEZ12X17Fo5ASHQwTlxBP0bgRrNmwDa/PS0Z6Mqov+P9teaCyFTLWT8Xy9fQFw8w6avInhv0PxitvV3DRmTPZ0n7gd4c4AP1PdA8H1R0LNO4oA0gi2UyIXh6lXPxNz9vuKZk6PFJaun43cO/VZ02+QFr6hKvOnlDz4IMV78LniQZoCUJxCVlM5jccy1yKCBPBpAOFgW3YyAwQoxWGH4wwB7Q6v3mISv/G7cHVUYDgv9sT1jjie8LoZduOzZT84VkeLltE09a/Y/cEkP0sDiHQlk1sUhxTJ+Tz1EtL2bq5mhFjhqACIaSUCOE0CxJeD3VV++jo6mVwbjp9feHoQQ499gfDluLQ/wEuEAeqK4S2AQ8JyZl0dm2vTM3MUVpr9+7di+WgQbNtQCxevFgef/zxQdu2qbHtYE1ZGcBDOF3k5gFHAkcAt+MU4fUHQRycLWy0FrjFK8zWJcRyJ9fj1q3Y/A67rQtjie3sd8fqg7fRzqyNJ5k51s9YWreOS7/Xjjv5Rh16OGTJIYlKrLc9ShjR6h5Igcg0jcvGaXMHhyaTBJoIsAINMTUY7nba219GerejguMAF9LcxynH7CArMcSQ3EHi4htugkCfLn+zQiT445tq3rn/CkOE6F7+G1j+G5ilEzmSbdxEOgpHxtILZEYH0Qa8Hf17DIhIlJm4GXStlCKoCc1MIjTFUOnLd8Y17xs1XcI/ledDeTBVWlpKaX8UAXD+XbpfJiQUCtXs2bNHA75R+VmMHjEYl9tNQ3uAzt7Iivl3v/jGgnfWXezyeJOWrNr6j+lHTr5/y+JFm++672Hy8/M9VVVV/ZyB/yQEIIuKiuSaNWsi+qCsSkVFBQCDBw8YW11d+3Bm1oDun958fv3VF5+cbERa8lBow5DCbuti6PAcLk6I5V8LVvDKwjXkDUihqHAgf3rkdf78m6uJT0rC6nIaR5teD3hcbF65hdEFORD59MbnM5+cFKiwRWpGKoXDQ1Ru2IpvyljiY3zosPWlRB++zlC2jYyNYf3qTXR0dnHM7CmO8f+0jH8p2Lx9HxedM4ctSw6sHoc4AIelshpoZiP6JyYtBIhhC1dpF1lESktRJSXI0lLUA8+ueuKqM4umCilHX316UbphBhbcV1bWE40GfGS5z2FRghMSXE8aUxnBUViAizq02I7WmUh2HOih3sMBMuA3EkIhtEEwexG+vccjLd/XZvvx70BEBR0HD8wnKW0iT7/0Lk/c+z3S0pKwunv3cwAAhGkQbO9hx+56stOTMBPiULZ9SK2/iOr1x8R6uejMo0gYmg3NndAbdHb/n+li6UNKabSywW3S29eHy2XEpqcmu4QQVknJAcW6KI7GEah+G2e3L4j2k8fRk18GrOCjfFQpNFpL3hW/o0d7yOO7XEwKjUTCj6PatuB6L6pFN047u3TnWkpCaI7hLJElz2KBHdENyiUoBTXMNgkZJGlIAO0DeyCog0XtPwgDp+FmqmFTF3MtAzMkhWOquPDsi2htXILH60YqwYxJMxk/ejgkxxCubcAKhqisaiRr4DDoqfVmFM5zr0w/3WLYVZqlDCCeOE7eX8Tr1NO/gCCAE4Kw0FQDO0CbQBIGqxHEArUaagThy2KFHetTHkEkiP4sGej9y1tRUZGroqIiUlhY+E5HrzXzup8+vqupqX5XenZe83e/d8M7b76zfPvWPY3LkuPjM9yEHn9v0SIAT0lJSaS0tDT0sUf5auASgogQwl6zpsKWmm8JU45Sit0ejys2EDI9ublpVFfvPu/qi09xn3P6bNfR0wsnoJqjerHOZTMMidUXJCUjmctvLOaPv/gbS1dsJCM9gYljC4hPTiLU3o0nzg+xPjr3NrFg0Ro6Ovs49/Qj0WFrP5n2y4AAtG2TPTCTzu5eNqypZNr0Cc7w9WcT/vpvhm3bGPFxVK6tpKmpjblHTwHt8PE+bcG/bSn8Pg92MMJHVgF8qF2tgUURBmNw1LBvBLZjYRDiLyKC1oLS/YugKC5GPlhWseLCC8du8tpmsW25z7jmzInVf3mwYonzerH8zNEANxEs+ghi4kWxF6hEkYNL2OCR4FL/H9T/aycfro0wwvL/p0fzuSGEIKLB581mxowLadrxPmvWVbF5SzW/KL0MqyuAacporaubjoY2tlXVMnnySPKHD0S1diI/qDgWsUhNSwKtidS14jKNLyRQK6SAQEiMG55pbdmWOHrhyh0+QC1ePMvEaWdnA2fhNJLpxmlTVYVz9P45thhHL77f9n54VJqo46tdLOOXnM85HE8KVyDZSyTogtbNuN6LMl0PdgIkgnYshinQwsWbzRathulir4EwHB7vDCAeSAXXR80VjaaNWnoI0i4WMG1MK1edN4vR+acwbGIuMN2JqkgBvb3oQBCrsRW3x4WORAgGg9DX2lVTUxPcW1MThAU4vo/uYQ4WNm4MnJ7Z92DyKposnBNpR9AM5i6INSDoh2AQR6koTsIKRFd6ru0fq4yCF/6eILhYz+NPLPiM97OiwtmMbN++/R2/P6mmq6u52TBkV1NdzeAf3XqrAbhDzc1vtDc3AxjFxcWUlZWFvg6Ev8LCQndlZWV4wAB8+/bpQpBFNuL7WHY+sC0+Lq7grJPGkzcwjTj/Udx2ywUWRiRFdXSikdqQjsXojxiYsX56WzrY8N4a5s0aS3t3iN21bazdtIvHHl/AJdd9i8Yte3h3ZSXadlJkM6eMJCExDh0+1Jh80RDCqQyQpsnQYYNYv9apDJh4xFin++f/Bw6AbdkYCbFs2biN2romjp5Z5Jy3OrzY2Udhy459FAzJ+lBLYBMO3MImsJqd8L/j1rkRzETQjbPETQMWESaVXR9SfAFdVoZdXFxs/OMfZb3Ao98+Y8JRtmLMFcVFGQMKY/9VWlpmlcyaZZYepgf4R8JAAq79y2gIp0whvv9lZ3Hr44PV5t8kaEASSlmLq3UMwvb+V+/+wXl+PUD1Xs2Tr48nfsRlPLv0DUZl+cE0HPY/0Z19OMLehlaGD81m0lFjidS24PK4Pix4IQQ64jxark8pR/ppYBoSu6NHnHzyNPbWtyY8+OTbPwB+Ont2+Zby8v1CMgU4j+LjQCMHjHy/jd7WP0o+ziUpFYpibSKE4lL9LE9RyMUYfBuNjRWU0LoB19KIMwPHH+QEmJj0AsO1FkqYOtCvoWI7FTLDQLjA/GRijsZA02M1I1QMp19yJm2VVaC9gIKOHgJ9TutYKQRCCuyIwvT7xNjhmfzmvrK0Y6+77ydvua5NEEMsoUNmiD7SmYDEQFKGoBrNGhQnIenCkdRZ5xzdDQyyoKkL6taBWBel+k1VWDUeLJ+X+AH7BlCiY19nfp8o0ZLSz96C3LIs0dXVvFMIQUHBCPf27dszhBB9kUgkXFhY6Pb5fLqiosIqKyv7j083rbUQQngqKyuDeTnZl9bsrZtTVDR+UNHonJmTRg3u+cPDb+zcUbV7jc/rzbjzljPikpJidVxellSNraZSaMMwRLQC1pHBNg3wuNiyfhvd3b14XC4K8gch4v1MaO2iZl8jt9z5d2ISYrECIaQhGZKXwaSZYyEUcfoFfAVh+P7KAK/XzehxBaxcsYGtG7czYkIhdkc3hsv4+jAxvmDYtsKIj6Vqyy727N7HzGkTMN3/hjiSECx6fxNnnzSND/JWTXC2JCtB1+JoYO6P1SdgEIcTnvNEP9dEiD+yl1FIhPjQbj66wxclJYjS0rXvXv+tyZvD6BPrN/acfcXpU3aVvlC+nM8SDVBIBK6odReYKBS6n7X0jQ7790MopDYIZ67Av7MYabu/Ec+8BHp7Yc/O0Yz+1o+Yk9uti0dnCCy1v17fqUU2aWvvYdeeRo5xRZsKfUTu68vYFQghsMMWKcMLxOiCDaFQWJ3ucrmeLS2NbOZA/fh9wHRgBAdy+x8st/90gjFlIkyJltzEH7kKH4rvcykmlyAQhILqQCRAC5ionfJXjeME9yEo0DhNlHW/++g4ySEOKR788LkiSCYHBcwzb6TTv5w7fnQHoYhNZqIPtI8T5sxg6NgC8ES5Z1pBVweRsM2MGWO49dsnZN+18t075JXXol42ISt6vN1YPIxgCU5vvVQco78cJzZiOF+ltTPOSH+iIBWYBToVCCMD1bF05uSlTdq5eJD4R+kmSuZ/jnZQGFprVVlZGY6OBIDov78WiCoeKiFEcNqUcdcuW7HunvNPn2VcddGJTCgcqOKzkmOHDx3gae5SbfWNbeHc7DSJ2yRc1yKcVto6GjV3RLGk30ugvYt1K9YjEGRlppBXMAT6AtidvXhjvFxSPFvP/+MLwV/+6QXz0buvd42dOBwiFnZbt+P4fYU5eKcyIExMbAxFEwpZvnIDbr+PIcMHoTp7PhwJ/AbAthVGjI9d26vZtXMPR0wagz/G7wj9fIY1zlk/BXWNbWSkJfHB5ccEZ/HYDJF6cO+3yF6cAqYIsAb4If3KewohNCUf2wFQl5Y67Sf/XFbWCvz96jOLZgsjUnjFmRNz1+6e9EJZ2YORq4qKXA9WfEKlQP807D9av5//zbvnHw0tsM0AIhyPVK7/9Gi+MAjALTTCq9m0ooqMuHXM+O5PsXoCB3QAlAYpOGLiMKpqGnj9mUXMO34ydnffITyBLxO2rRAS/dzjLxmP/XOx4XaJu+Li4spvuKFNlpZi4TyN7cAfcAj2+wX7OPBsf7Yd6nw0QnSidSnFgOJWvo2BiRtBJITjBCyNOJHA8VFiYP/87QWIcu368UFFtQ9Oun5HIYJGAFN0Ch1Nd/H7194kbUgSEfc2huXVs73hDQYufJMYvwtlRfB6fBwz8wSGjB+ISynOPnmGnl/2vEWNLQnbmhfdaIEggIlTPQitCN6PEkF6oweODj6Mw5IMa2AQ6GPQmGj2Ssl4LbqOTlFd/xroOq/thIGr0JvnL54tS/99Ut4HJYDhP0/w24/ozl8lJRUlZKUHrli2Yt3/HTV1JL//yQVW5pAsg76wsFo79aw5hS5CxmSkDKi+LkQoItw+D8T5wZDYje0YbhPhcbN9w3aaWtrxeT2MHzMMw+9D9fQipcQwJFop4mJ8JMTFRrw+nxg7ZaQrXN+KaZqfq/X254GQEh0IEZ+UwMRxI1izbgter4fsgRmonr5vVHmgrRSG30vtnnp27ahh4rgCEpLi0fbHq/x9FAK9IRJi/Q6X4AP3zwTwAYnAPg4sENqPs5fZgsVZmMzGiQQEo29Y/MkHLisrszWI+SWI0tKKxZcVj98s4fiiQRXnFw2ZvP3BslXvwydUCggO7i7j4OvcdfuLhlCgBcGM93C3jgPL/405dU1Uml9IpGGR4FLED0gluHsvpsfl5CmlRITCNLR00traRZzfizANdH8vty8ZkXAE19Bs+18PvChumv/Mm7lZ/pYLjh/2t988ury2shID52nsz+u/fZhT/PcghKZYGwgRQOtSzsVEcwuXYyIRSCIhjW7bjuvdPmdTMFqDnwNz2OoXDRKO9r/WB6aYLU2M/j7KQiHQmNqgD4dPANBja1yrCjmZQhbWQNoQED29vPriO9Q17MTttglphfR0M3vaQ5xy7BTifC7eXPSyyM4e5dqx1UDU2YhoTt/ur9jf7RzWRfQWimihH44vEAD6+l2nDCANTRea80AcobQOGzK8PSYrNbXPFLh0cbn1RU2Jr43hB8f4l5WVyZUrl+Qte+fVW8vfXXrtMdOO1zddcTKZWamm1RlACjBNA6ujD0NohBQ+IQRCSha9u54nX1zKuJGD+M5136KttoltO2pwe9xkZqSQPyofAiF0MHQImc9J7UgRH58QbG/v3vHA3S9M+PaFxwjUV9j2/TAQUqBCIVIzUigsGMKOyp34fF6S4mMd3ZBvQGWAUgrD56VuXwPbt+1i7OhhpKYno61/z/gLoLu7j/g4/2GvjwkORbnNmY9RmUGcPU0QaMbiSsz9nbB76QYg/dMtbsIR9tDFxcXG38rKmoF/XH1m0WxL6aFXnFk0KGJZrz9WVtZx1VVFrgceqLCi2i8HYGPgJCAOnJHmazZVv0xoJBIraSueliKkMr8xDsB+aI2WJqbLjQ6HDwlxSa+Ljet28MLrK5k7bypFQ7OhsxfzK9iJKKXB79UrF63hyZfXyPjM4XffftnA8FOvrkkBZGHhIbeiPwLfTwr8/LepTNiUaLnfCTiDMDY/4CoMrgBi0eFeaGuAxd1OiN/LAW5QH424tNPZLaTd+ISBpZ1BtsRDSnt0OmmJAuIljFaOAdbRjrmGlIzSCsMSdG2XhLbHMI5TmCygT0OFgW4LI15/K1u//vYOnZgYkD7Pqdqbkw+bQFcYwhRQYMFQHE9JCmf6dgrsPhzlLksguzWiDggI53cKoAMIIfkuMAyluw3BA2zVPeaf2jNzg5ecN3bEY0+9spWSEomjA/CNwYMPPmheffXVkY0r37zp/RVrro3zSfvun18uifEJ1RPAPGhBNw2J3l+84mSa4mK9ZGUkk56ayHvlFQxIT8DlMhk/ehhGjBfVEzi8jr/SeDwufnLz+cZlN/7Keuif5fLq752lrdoWZJSfA19Ouu2TIHB4PgNzM+nrC7Bt03aKpozBkP/9lQFKKaTXQ1NDM1srd1EwPJf0zLTPVOv/QWggPt5PV0/fYV83ATYBjf0bh34DOwlnGUvnwNIWBowPaYZ8KvRHAwDEcxWLrz1pTFLY7Z7rMc3Trj6jqPmBBytee/BBOKhJhwMLF5oYDl5QP10m9b8fQiO0xPI2Y/TkwDco/A8HPXBCoC1FqK8HG3GAAOhxU7+niaWrtnHC3CImzxiDauk4+MNfGrTWhIJhfHkD7AW//ofZ1qs3VK59Z/XZswcelZqd08yBfvIH44vvhVEqVNQJ6Ebr+ZyOheKnXIOBH80giPwG3epBvN3ljODARr8OixRiEkzyBy5n/eYFZCTF0NFt48k9k2D3ECyrF1+CwmM2oloLsA3NGFvgxkBg0KUcH3wkoIQTmHAiCZpQROCKKP02pgrKawypO+yOtlbLShjq7tmOFh2AdKI1ccBEHCfFraEH1Dtg10TFmiNAnzwQYFRJwHAcnQAPMAwN2HSjxR5WNiwd/5d96bOPcdMwHdhasnjx50kDfO2gQVQUge6uT7/p1ltONnRAnzHvCBmybGH2BjEO1+46+iulnUjLpGMmM3H0IHbs2st51/+JsSPzePTvpVq1tIlwVx/mR+XOtcZwmZxxbGHSjXExA2zNgr//5ZV5550+Q4fClvB4XForLcIRC8OQX1kqrv8c+7kMg4bl0r1uKxvXb2PilLGogKP6+d/oAjjG3017SzubN1WRP2QgAwZmgVKIz2HrBOD1ewgEI07U9AO3XILDurWdd0fQKGYAU4FqbM7Ftf+KSjSufz/wKhzOki4uLjbuf3Vj+8MvVJSB2qy1yrjirKKLrztxQl55eblVXFxsFNU/aBz60Sj6jf9/413+zFAgNMHsd3G1jkNEvjnhfwcaYQhEZwt5npe5/qpLMV0Cl2kQCkWcXPC+JpTWTD5hKnZjG9J9GPb/Fwwr4kT0fRlJuqGyyu4MqUhcjO9pn9/f5I9PjrWtyJff+fJgOJUBBkKE81/gF8br6pfGX8EYihBXaiEetYU9QdmBDOxArtLBUZYOjgsTHDWcjDkddNo/JnXAz/hVyXrqum/jogtfJZGf0zfaIHZuPN36Soz423VLVki/acNaQ7FYvGwv4NfaSSloeoGghoASBLVJULuQmIzBLSeCHacCtiLeRAwVvZ3K7u5AaIHQ6gA3IRL90y9AVKPR9Rpjn8Zo1IhuDZHhaI5DEY+NF2fTkYNFEFiCi1W4qbdz0c8YShp9NsJZJ8rLvzHGH+DBBx4wJ026OrKnvu6y1996d+CN357HaWfOEh6X6yPpT1rr/btIpGT560t5f3UlnT0WjR12JD452/r+d/8oZGyMdmelIN0m4YjlRLo+BIVL2nLGERPDW7fVvPv7h17XZnKc9mQk2+Fw2BYuEXHnZUQMn0eHwx/1HV8O+jU/3C4XBaOG0dMbYMuG7cjYGJR1qD7IfwMOGP8O1m/YxqDcLHIHD3CakHzOtU4DKB0VS/uIFEBz/7/cKE7EYATQgkUfEebh229wwwiCZHyuEfGhSoHVNx9xxOZAjnVs2C+OvPKMSZMeKit7DsrsklmYpU0REc1OOOgPsH5tOLpfIrRT42D7mvCGE5DIb5QDoAEhQXe+Rd+mu3h/1WWiq62Rk4+dindQpsb0MDA7xX7tnQrVvbtBWoGwDHf0iuT0RGEohfwSJnokYuHKStGBfc121fo645lnF7tWb9on/TExHcFAQJgerynsr3C1i2LRdYvF0WvneaqECGHwYxp1GyY3kCliiTfixURc4jzQ6RLdIjV96JMSwmLN76/mntugYOgkjp07ndS4XE49biKvnH4HOSev0qH3/i6+c0YdL79XKxjTYLXLPGNBrRZ9widSRKudryENTD+Hp1wI4Eik0Y3P3qORMWBmCaw9KBnRzh3qp+y4iIb/oyXMrmjXThFVdSYN9BQgCcW1yGj3I4WNyZ9pp5E/0oJXN9mb4Gzb7jtpq8/fkXzVuUVTS5+uWEFxscEX1YPkP4iSkhJZVATVW7eO+MsDf/j2+acd6Z5QOBjVF0JEF/MPQimFNEyE30vVpm3U1jcT6/eRnzOA1JwBuDzeSEpaRvX6TTuy59/5WFJ6Spw+66QjSR8zWNDUjgpbhzL7lcbldnPtBUenLXlv1dFxMf7m3VtrUx9/6k2jvTuCVja5A1M5dvpINebYSRZ1LWY4EBFCCkzD+NJtsBACHQoTG+Nj3PiRrFyxAZfXRf6oYaiOLqT539ElVSmF9LjpaOlk3fptDMxOZ/DQHLA/v/HfDw0+r5ueQJBYv/eQl0yAVujP+7s5CkEIqEBwJ+6DNLvgTbowuQuAss9ti3RpKdpREVweYDkvXV48IV9KPeGKMydeqbRnW+nz77/LUJclsIQ+WLOofzvxTYbQoAXh+CrMjgKE7f3kz/wXQQBSCAI2JCT4OfmECfjctl62crNeu6FShrVPxMSYdktLt9neFeGhh1/j3ZUbGT9qiD3/rhtE37Z90ut1f6HlSLZl40qK46VnF4lX31hnutw+KjbtrK3Z1/zq0IED3wY0tmVHC+y+EpSUlMhRozCPPvrosBDSUlp7gAEbmndX/ubOnZveeXdpYXso6V3j8hsXBAs42d3MnPikVTGede/pYFM51x2t+M6114BHotu7uPS6U6Czh+ysvODm1y9xnz7cENdc9r3w0+V3azKzPTpF2T3vS4Pdc6XFbBYLdJ4Q+DS49IFKgn5KkCN0EDG6eEZqtuAXN+EWaa50bK1F9L0CejUs004UASCokYH+xl12dKdSCGQgCGJwqnNL2EGAP7GEdfyV98Xz/YpfTrr31farzh7XpyJyArDiql275INfRhrmS0ZJSYksKyszw+GwAKisfEOWli4PdOxdddtrC97Of+ru63H3S+B+4HHvz8fLuBj6WtpZt3wdLrdJemoyIwvznWvV18Pvbj/L8/eX1via23raKrdVBc84cVrWb+8rw7Kl+vGNZ8q09EQiwTBGlBMgEBgug5lFeXGWZU/cU9u49Jpb7jutLUB5xfrtj6tQ0Bw8NG/UusraG0eWb5LnnTzdHnTEMEVvyLCbO4RtayGlwDDkl5aXd3oGhEhIjqdowghWr92C2+sld/AAVHfv174yYL/xb+tk7fqtDMxOZ1jBIMf4K/2FRLn7v2LYoCx27Wlk7Ii8Q143ITr5PMCpCGqx2YzBNAwm4xhaFzYGmmpaOI4neVQLPkjW+zdxsIrgw2Vrq4CqK06fOEebetjNZ2dnP129MlRvTgkJrXxorTXG/yckQIVEEspaivcbIP37QSggGThCwYbIbIIyh03xA6myd1uDml5qku1vx9d1+uIHZGY+1dbTsKghEHPs4IKiY7bt2Zv82N3Pcsl3ztI0dwgdDDmNgT7veCI2RlqCfv6JBeov/1xhaTP+PqU63u+NyPb6+vol9fX1IQBDSvUF3Qgj+of8/Pz9U93tdutwOCwmTJhgzZ07V1599dURIKy1nnfi8XNOSU5Oy54xbULm2SdNTWvfUOY/Ilkl20o0v3zrTSPwzY0lOc0ee3QEo2qdmDNtHLd/92JUXy+6RyGlJNLQimFI7v7haXLrpkpR/K2j+cndr/e2NtY9gctViY/7xJFEtFRm+15T9kZgd/R8ZZQDIBD71ydnbyCwiBO2uJ9u9Q679euYxIn+XF3/+zaDk2+MTmHbBuJBj8EpX/AA1cCU6Lq1AYM3kVTzKMvE85ylDQodUvH8+Y5VsW3ZKqXRe13xrNi0svK+aOXj13GqiOLiYrl582Zj1KhRFAKv7NqlKyoqKC0tjQBhwxBIKdm1swodarjiokuuOOu8U46QeXmZTjj4IGitUVpjeD2gNBXL1mFFIsTG+hiWn4cvMR4dCO4nxhVfcIxRODxvyKIV2zvveezNxiGDhi6JiR1zVFv9jswrbr2XR++6SSflZwu6eiEUIRyxEFrjcZnq0gvOaPzLw/9I3LOvrvm4ubP+pULdj0gh2FW1wywcPW7Z3595s2B9Ze2twwelxmWkJHD9NafaRoJHEQhJ2ntkOGIJ0zC+FO0AISWqL0RyRgqFwwezY3s1sbE+khPjUaHIV6pX8FnQb/w727tYu34bA7LTGFYw2JkUX5Dx3w+tGVc4iGWrtzJ6eA4Hf7nQWjuC2unATcBbhLgZD1NxBDgMNJVRve6H0Awinx9QHaXzfaETrb+nAMBlxUemZbp3jd1Se8wRG+Zd9tNdtx/tAqR8N2JTYtjKJd3ut+BYCUcppxfA19vf+yyIsmwRdI34GzHV38IIJX0tV7XPg/77tVLCWxKCWcBs1JihdEz3Viw6L+3PD8/69iMbxf9r77zjrKquPf7d+5xz6/ReGRiGAYbeiyigqFjR4NhLLLEkMaaY9hKDY2ISk5iXGI1dY1fG3rsgSO+99zIww9Q7t55z9vvj3DsMSFOK4MvPz8hwOffUffZae63f+i0htiil8qG1z29/d2/vD99785YR/fNLrvvOSNWzXxdphaJfym/ZSmGaB14MJjTFY6aFlprM7JmLrKcmztLS80vv/8tf//EzIURbomlCZaWrqro6euP4AdcIxZqHX537RfvxeqDDKKXETTfdpH366adtnsratWsienyFYsfp20o5L377uV4plf3pe89e/+obH92yesXSDuPPGoChaazbXINSGt85ZzjS8LBsxXrsSANpKW4lTI/4YukG/vjLy52dWPaXJ5QkN3h9vPzMx+q6nz04r6Wl6SyglkvVzaTxICFiYqqtq2wJzQh2YDqhQoB4ISLsRcadCsmLoNM1YPkhG8hnd6gggNMYeRdgoPBhYQDdgVIUqThlDOdjsYkW3mUzOnNw8QfuYDuVKKrjxBgc2/bdUSPd7qzAKVKT4qGJsz+cWFkpLz5O0gATJkzQZ86cqa1Zs4Y1a9aYOMGQtlsmBbjdboKhcKYvKfPyUGt9B9AkmluNO/vkq0uytew//vwy/KlJEIu15bZt23bEb3xeNixfy9atO/D7fWRnpVPYqQhiMeyYtYfxMy0bPdkDhpfnnvkocuWt98+84uKz5OP3/sh49Nk3+0+ePMUY1Lecs0f3VxVdOyALMiESE1jKWrIitrT30PMaUlKSHmhqCswdMGDA5rlz5zpJYZyeAhaec7CCRamp6VdcXTn65MxUL1075XPpuKEmeemKHQ1GNBxDak6R6ZHUE1BKoYRA6horl69jV30TAwb0wDAMhP0VVfOOARLGv7mphXnzl1OQl0V5105HdOW/N0zL5pd3P8O9VddS/YXzelRWVsbj6gZOzf9iYlyHEQ+/OcG0hxDs4mUibKaWXZzG9qNh/KF9NKBSxksGPxl26ohk1Wxq3adX05BXrmpS+oAJ0pXoKXJ8PdwjgvgsEc6diau+FyKW9K0z/kCbgs4gW2HaMGUbBGcoudiUGYvdA3o8PP2JKNeLLQMYYAghtgPb3fB+h47e0JyFkft+9esrYrFIzJVoHGjbCsuyUbaNy+vClZtuYugWti3icWMBCBwtbUHUFGgSQ5PgSo1NmvKCe9HqHe/PfPbNu4QQ0crKSlecr2Kzc+dBY05KKTFp0iRt0qRJEmDmzJni/fffN4WjmGlLEQ9b2jb5+Zldt23bdR6OqLXh/BgShfT5fcakL959MNvr6jVo0MCru3bMHtunPIvLbxtnDT99sCIQEosWrRNlHXOFLzNVIJTqO7yLTcySVmOruPWOR7j1mrOcnu3smxNlNYWwGlq57/G3+cHN3/3oL/f+q9Ye/6LGi+IhLlE22TysfiFtliDEFBwj3TEsWL8Etgy02Wg7CQHNUelQfluj/wghykZAAYoFmDTjmAinDaGkIxrjgA7ALoTaHtcuDrNb0tMHTMdgIhvZyrX0oI4nxDZQguo955w770Q8NXly+IYL+5tIuxxQS3dWH6sJIXHGe6uSyIoK9Gi0TMQbB5lCQHJyEldddfWQx554fszlF59r+ny6598PPVsYiimjc1lZwbUXn3zqSQM664ahY2gaLS3NjDtziPIn+4SKmQgh4n18QCYn0by9lgVT55Hk95KdnUF5eUfQdWfVD1/WfNckViCCIMQVl490GxqnvPbpyiU5va9ounr88DW5ReW5qenZGe98Olc8//pkYqZJl05FVkmHPFXTKDophTsQCFYLIdq6DSqlxKhRo7TJkydbEHxHCgiFWqf867FXuwMZA/r3+s7UOavHFhekcf0lI2NZvUuhMaBjKRFrbEHqmiMlfZgGWgiBiLf57lTekZZ5y1i6ZDX9B/XEjjoVK8dLbUCCpNmwq4GFi1ZRkJftPDtLOZ7/UXJWdF1j9Ek9+eDT+eDuvftzwAnz9weWYXEVRlu/rqXYvM8rmPwEizo+EhFePSrn1x6qurraYuJEbcLFF6uq5hs3kkY0P2eeN6luG91nrhVb0obIllAhQFyN+Nuz9ndgI9GIZi7At/5CpG18Kx2ARC5ZQzA0Hif+bI0gJlAMpZtdbL4k/65enRvBJ3Rbak1RM7LQs271Zz/rMLzfdHy6WxNmDKFJRzrTYyBTkxVen9W6Yp314ENvu4NhU3cZ0unoh8K2LKLRKC6XQV52Og1NLWypqUWTuntDTWjVpu1NdwghaidMmKBXVVUdEtW0srJSmz9/vi6EMGnfqRfw+/0EAoG8m2+8YdzDjz1bgRVxoXmUlN6ev/npd4eUlWS7PAYYupN3lS6d+QvW8sPvfX+o2/CWXHZ278wupTmcflIf25OVqlm7mtGkoPeAcohEsQNBFAi7KagJoCkQIsnrJhqJ7Tb++xg8miaRUhCLRkTlBWNT//zXf0L1xTqVE+El8QhXqRAWf6Q3+eo7SGajs9wD3iw4CZvT4h0W48rMeCSUWChTwReaoJ+QDI7fDT2+XQrQCycN8BiryeNVmhEIGthCM/NpAmAjHgJsYL5YxExw2LBfXnBUVTlXJpXYCCL7J5VDC6uqZ2w7hDSAiJ9V22xbVlYmXC6XWrZsmVNuuP8kowR0IURUCKw77vidjLcatgcMGGDMmzcvtnKliCq1ju1rFpx63a0/P+vjT77wa5o3bdniOb1/9r2xPXY1NRENKJ649xZS0v0YCoYNKCe7S5HlsCRtQEiaAiLR28K2FdLnhUiE6ZNnIRRkpKdS2rEAX3oqRBxBnwMZUydKpmE3t3LxVWPU2WOGlz3zSpF8b9qWhYHmnaGdNRujMUsm5eblx4rzs1Q4Fs2YOXcZy9c36rquPx+LxYQQQos/VYQQKv67GDlypJ4zebKqjkaXCcEygOaW8CcP/OfdwdnZWT1Wrqv9bVlpJp0LMlROViqjLxptU9co7HBUxGIWhqEdniMgBFg2LsOge++uzJuxkCWLVtBzQE+sllY0/ZvvGWBZNprXTX1dAwviOf/y8o4O2c8+OtULtnJUPQVwzqn9+e1fX6TvKXs7AKNxBExXxV+IRI/dbZh05H3+Kbayn4nkqGFppaoCWw+HPKbfq23v3F+585pF9qolFMZmo4xZbNXHEjO9COm0Ukd9S7oCKIllBJCRdPiW6P7vD21OgIKhcdLYZ2sQkSi2GqJn2jrfEzGcexLwwLmQfPN37Np7pjLzi6XaqDF9Cdc24s1OY8OqLerhZ/6jpMet19YG9Q+nLHlr48Zt1Z27dCnKyc5IzkhP6uj3eAvS01M0glbK7OVrS/x+fyg7u6R11YatNLeIu7dvWjF31KhRelVV1UHDyNu3D9BKSupc1dXVYSGwUlOSaWxqHj7p3Vf6T589K/utDyZnbNq0Jbtv3z75aUnGwIf/dJ0vMzcdQ0GS38Opw/vYpPsVwlbxl0uhaYw9qUKdNLBz/8bGABefP8IiI0XSFJBWY8CRalWgAiFnNRjnP2jSCYVm5qRx7mkDqW1odqRDdY39vbhCCP7n1u9w2XdvG3/FFZesmTjx1b/Hqi8Gp7nOM2xX2ziHf9KRbgyMSKpmw6jhME9JNgonZ2+xuypnpabQgAsQnIVGcduBE7OHc083Ac+xgGn8FnCB2LdKSaXSmBiXHt83lFIIxNx1N40f1LFVxIZPmMArjBopq9hvwzF9wgTsP/xBxtqr323YsM5RYZMOv0EppVVWVjJ//nwddnMz1q5dG9E1LXpaR9P9/hq633XXXQuEECil/HPnzm1NS/OUNDaGrxPCU3DFdbeMGjGwc9kNF96K4dJJT/bSt0dHNmyuIRo16T+0h0WSVxGzBC1Bae5s0FBtainEtW3QPC6EobN0/jJ21jWSkZZCbm4meUV5EDNRIacz3qEaUCklZm2DSErSPbf84EIuu7C524tvTA1MXli75osp0+fkb6srrC8pPGPUiP5v9+7co0JLqdn+xvtfPKZp2u5nuNdzaKfdIk9RTnpo8urV64B1TY11PPv69CWdOmQPGNiny+1uPRbdWNvk6pyfxclDKnAVpNnUNIhoNCYMQ//adlAIgYpG8Xvd9OlfwexZi/AuW0PnnuXxxkH6US8h3h8sy0LzeanbsYulS1fToTCXsvKOjrNnHZ2Vv7MocoFpYsZTQj6ve49tHAfgdGASMQzstjp7DYWBIoqLCXHLWoU6GqH/A8EUXoWFElhE/Cls6T5cpTZvs9MyV1OS9zYZKhtz66h4W0MTpznJCewICIfmHM6fgqu+FzKW/E2f0VHH3k6AZsNnm5HBMMpOwUbF13N+FK6YZnXuL+ePPZdPX/uA08aPxJviY8XMZfz9oTdFfkEHsWJ906svvz3l1SvOO2XKs5s2btq2ZT27arfR0NCQRXhnGp4cGW3d4v3Zr+7OPHXYsOiFl18dW7lkmt21Z8FiIYRSSlli/0YnjgHGI4/MjQmIjR598qlTpy+q1KQrc8zoEb2y0pM6pae63Red0ZvS4lGgbNJSfIwa1d8iPQlMU2FakqaANGtDCuL1nXFOgsfn4Yxxp1hoQrCrWbNqG9p02olvtr/JXpk2gdYw6Wl+J8l8IPdRwHnnDGXrjvqctz5Zeo/X7+0Ra4z9lCrRzMjPdD4Wn5ChbqKWR/iO7Mbv/RaesORsn2IdTh4/sQa0EGhxya4ebY81EZqzUUh2ouEGaoBiWkCYTFBQBfE5xrnA7QgasKkWB5VAu/NORBXY35PKtBWpVVXYE5i8v80NTZOxO++0RFWVuMay7J5APU4KJhncGkRygX9JKWdUV1cjBZYW52oopfArlR0wzevfX+/tnpaWnNfYWLsG1G98Xk/joAEDr1y8fPWNf/jFJSf3HdAZFQzSr0eJXdi9o42mOSmn1pDo2a+rw/UIhDS7qRXizXUS6pZK4bTBNXTwelm3dDWbtmwnMz2VkqI8SjsXg5Rt4f6vs3LWNQ07aitVt0ukpbqSb75hbPLNMU2bMuvk6PPvzV//0L8f+kf1Gx+NUUqd2vzEg11CodB5AwYMeGLu3LkHU7m0J++OnsiRI0fKyZMnm8QaXlq5sv61M888fdPKFcvvXrV656KCgszUex99u2Rgn86uH159hplW3kHY2+q0w4kEJCoDUtKSGdCvO3PjlQHFpcXYLYFjXxkgwIpZaMk+dmypYfmK9XQsyqNj5+KjGvZ3Ogn62bBqI4W5mRjZabzy7EcMH1BOXbvtHAdgOiYXIBmAK94RxOIjFFMJkcRn34Thb4MTzpMqLrsugoomCmhqLSC3aQXRtO20dpmI1dgZb+0AAGxhItD4csfiEwEKTUnM5A24agcglfatjgAkkHACpIIBOO/FjB0ITy1aNB7DinigeYOmgosMImdcLd7d9QXp37uTstNHqOeeeVt4/OmBH9160/2ZxYP+KaWseab6bQaAMTcUioVCIYQQdbDH+Of++x+CK67Z81wOYPyFlKK5pUXX5MrYDd/77rinn33jOy27dg176A/XdMkrzMBqDeLzuUhN8VFeWmClFOSAoUPMlKq5VbO21LaplUkp0TXtS4NUmRZ2XaOmcMK22leYtIQQhMIROiRlHXxeUaAiJjffNE717Vai//4hV+W7H0xaIYT4q5o82nJW4OILrlc38rJxH0v79ccCkgA/u827Hv8J45jTJSSC6Gb8OJIQDURYCfhpooYsHkMp4ZQTKxFv5/uVa3sSaYBwTCzxGKTedEXfiqrnFizbSxpYB6Smyahl2WOFENcOGjwsafCAniWpya6k7BRXXm664U7NTuHNt2bz9OufFyXJwG2Z+eWpK9duqYzFAo46MiR5cwqLb6w85dRRQ8p9/lQ/L7w85bRnXplcHAy27kQFL7iv6qrMy8aPsGVmkk3YlITC0trVLJWtENJpn6xizu6klF/qZOfU80tESjI7129l6Yp1pCT5yM/Noqy0GM3nhXAEpczDzp1LIQSahh02lYg0CuHSck4eWHTqkL4dd1zznVGfXvP9KiGEuAoIJft8K+fOnRvDoWmGD7LrtsuZ7Ag0iQEDBuhxUu0jwDl1u5rGzlm8MhqJhFxfzFmzdeO25sJupVnccvnpGC4NXcovadcrdWi2UkiJHQqTlp1BRddOrFq7CY/PQ3Z2BnYwjDxWDY2EwIqZaMl+tm3axqoV6+nYsYCOnYrihL+jZfwttLRkHn7oTbLSk5hhriYUiaIJwbmnD+DNebu3dRyA25Gc0k7nYzEab7CA9fyUd8XKvQ9wTOElhkUISAGJEiBtCzusUdvSjWCoDG/aUpqNFgKdX8VV3x1PQ3eHmSOseDTgBHEEhAIlifq3oQdKEN+y0r9DRTJwsgJDwBLLKUaxgKYYBJBCBRTathI2jXqWDyqq+eAfT9oBmauNO/+69zOLB/1JCNEcJ/CZcx2Gi0jUS995553i97//vQ0wfvx4rbISoBKAiy++eF9tpsTEiRPl0/fc4yopKdHrG1vUSUMH6C+8v+aHSxcs+OW/f391UbduRQztV2aRngwxU2DbAtOGSFSzGwNt7H4p5f7lV9sfUAj24Rcc0vewbXqUF/HFnFV0Lc3HOIhyogDslqAYOqq//WO9aMm7H0y6OD09/eH6+vqWtl4EVeILrlXX8TEdECgigAuBHp8/3Cg8KOqRaCRK/SwsQiRSkCYhXOzEwkUqAd4R63gAOPy6fTVhwgRZVVW165aL+wZjEW0gsDwhDTxyJPrkyZh+n5fWoHn1kEG97rrlqjNLRg/rsaNDWUmMWCwFTWnotsIlGTmwayQzI2nEA0998HBxbnrSr285uyLJ7yUYNvF7JOmpSQwb2N1yp3sVKR4RaQ6o9CTXeT3LCqjoVsTAAeU2ypaxzbVSxo2YJuUeKkpCJO78btjxNq8yxU+otpHZ0xfg0nXyczIoLsrDn5EK0dhXDvcfCqQUAgR21FZSBHAZem7/Lt7L3n36jnV/f2rSVQ8/9tRbLcFgp9SkpIKmQOARnORP5CscQsWdB1FZWWlVV1f/uLU1MBQIer2uWFZa2o7P5m4unjRj5eW2aZ3187tvILxmq0uTTlmkZdnxawbLtvdwAzRN7rMviJQSOxwhvziPltYgq5avxe/x4PW6UOYxqAwQAisWQ0tJZtOaTaxfv5myzsUUFefvFvk5CudgmhZ6io/PPpyNEIohfctpbg3S1BKke+dC3B4X7f1spwwQwERhAnOI8j7zqeM2HhazUEocIAd39OBMPDaDVScu4WmuYQSZ2HyBErdjKYXLPcvmDCQnK2jWwthpqzD9W1GuZjzbTsYIFsS7oZ0gjoCwkAiaO1fj3jEEI1BygkYxvjoSSnH1oJaAmSZQtWDMEwg73mIn5oKIywkRuPqG8ETew97xPIHpc63svD6aO2307zd/+JPfVX7//qTqf/8wsI/DJGLiibxKS7vP9sBnn32mL3r1Ve22f/2rrXxL0ySTXvjF+Tf+9sVbhw/qftJ1V57qHda/SwyfR1P1zdJul8tLhOmPdQmSUgph6Nzx5+f49Q8uxOf3OKVFB4FtKzVvo7Zg0MjxLR6P5+pwOLydhN5m4l08sme6T2Lf10FlJVp1NfZ1F/QbqiPL818/95k7qVI9KiqMZcuWRSvKOlRsbYjeeeqgzqf87ieVuX1H9IwRChpEI869sVR8QWZjJHto2dVqz1m8QWam+endt9TG7xOYlkATNqYpCIREJBRFz0rlqcfeoqJLsT30jEGKUETSGhbqKzSlsR3CHzLJh2oNMn3OYpStyEhPITc3i4ycTDAtlHn4K/5DgQKUUkpqCDxesHw7Ppm+dvmTr0ypfe6ZZzZ7ve5QJBL7rW3bHnYrO39lJK4l4ZjrmkZp566/9HvUn2+4/BS+/71zIng9OoGQJCPVIhq1iMYEqT6BGS+HsJWgKaBHm4NCCvFl51oplJRYQrBw3lJHUrx/D6eagqPYOEgIzGgMPT2VdcvXsHHjNrp16Uh+Ya5T53+UeAixmImRmcqCmcv4ZMoibr7ydPzpKU4qUJMQjqJiFi/PdI6/uwwQYugIdARv0swivssHYiUjlY7DbP7m0EwYmzoCQGZ8ojZwwpdKYktQ2AjLg3tXb7RAEVbKeiLZ8wkbU/FsPRUjlNUWERDHsyMQl/5VrkZkzI9QB1c02dfbJ/b6/Ti92i9BACFQc8EOKnQFIgrYpUAxsB4l0i1LabqIzp2vnVv0d6489RSaxnTn3c+W0hqYdtrqpvAznlTP6nfffdcdCATM7OzstsufNGmSXVVVlchaJ7DHLZ4wYYK8887zNCEGxgAzKcnP/NmfDT/j7MsvXL9+TcF1v3q2Y9fO+cN/8b2z6DK0wlY76g07GHGaohzC6v5oQwFCl7QGI/i8Hvbj33wJUkps2/IBTZFIZOMe/5hoSDSp3Tp21CGczLK9Dty+e+IRdCiqq+OleLZ3iTTCmdsveHu4eJ2pLFsWrRx3Vq81Gzc/9sOxPQZ/73tnUZKXZtu1uwylUE4TG4ESQmia4+CpYIzkVJ8cfWY/haWUaglKqzWkpBBKxcltUgqkJtEMg5aWEJqmSUIRYg0BDJd+SIalzfD7vBCLMXPqXMKhMDnZ6aSlp5JfkOOcW9hZaB8rR9KpHBFCWSBagwojkjt6YH7uKQOuWdm7Rxf5y1/9rjMQcLn0P8diFkopF8779FWep1RqD6KWMi1LhhpqX/YVFtZMfHP+jQuXbh3etWMW/Xp0MN/9bIEeiSm9pTVMelpy23ymaZKxo/rZp54/JEoobITrmqWua7sjAvGImK7rdO/djbkzFrB46Rp69a/Abg0ijhIfwIzG0DNSWb5wOTu21dKjWyk5eVlH3/jnZvDWy5PYvn0XlecOw5/sQ4Wj8TrdfXOHHAfgBQwiONaklQY+ECupVBrV37DxB/Bj4CKFNGI4ZClBEnu0B3BW9wolFHokA6M2g5ivBtO/lWjWHMJGCO+2URjh9HjTo+MwIhCX/g1nLMNo7I6MJR902k4sZdVen7X/exQS6qnHPQROGbgBWkjEM8w+EMmgTgbxKwQzdD3NC553J5tdDI9+wY0XQbBRWnU71adz1g2NtSz4829+/8jtZ5999vp9HePWW29133///aH4ymMP6zhnzhxj4MCBsaqqKrt++4Zznn3+P9/5+7+eKDhz7MWlF507sHzkwIv5dNpCxo7so7p064C5fZfU4nKnxwuEEBA1GXfGQP715LvcfNUZGAdjPwtBLGqyYMEKP7BdSjnOsqzuwJ9J3KO9c/T75dl9I1CVlZXaE9XVLddX9jMRdjdg+pjh/XLf/WzOj35wxajBv7vziqgLDKslJOPPq+2V2MNhlk67Wbs+JoQQwiHnfTkfo2sS1dTC+O+M5LmXPiEzPYnSnp1QjYEDKlM6TXPiJX22zYI5S6hvaCI3J5PCgmyKCvNA01CRKBzNVepB4BxWCmK2kjIkpGF2/cHF/UqKMv6w8Vd3P3nF5o1rs1wubZJti7dN04TdPeUOJSKwL76Htbm2du3m2tq1l1xyyfRHnnmnz8D+na+YvnDLuG11gdcXLt/0YmvDtlD8e05pi/QWTp+39vanX55cOu6MAVx47RlR6puNSGOrkFK2lRaqmInP7aLvoJ7M+GIBnqVr6NK7HLs54HAwjqBNNmMmemYai2YvZtfOXfTp1ZWMrLS48T9yx4G4GmQ8umfkpPPog6/hNXTOGt2P4k55qIgjHS0Q+zUAjgPwLGfRiomFYgjN8ZDfN6umVdW22q9lCTP4nFM5jxAR3CSj4YtvJ9oJjiqBiv+nB/PQg3lYvu3EkrYSLPwYqQw8m85AN33tUgPf/KrNQVz6N3sWvi2nIy1PnGK9H7Y3jg/0cfzv7fhYliseS7CAziBSQEtotx+PSFxLLfAJSBOEkM7jsQ1QqSiCCFzmepWkP9K44NkOVxXNuel7111kRbds0DQpxFnnj2Dxmq3ijrv+duFffv+r2C3fq3nUbGkIlXTM96On4vCWPEuFENsqhxZ5P1tTn1ZXF6wbObJE27rVUPfddysDBw6MnHHJb4qr//eSH3zw3osXz5o+tdPvfnAuRZ3y6FOaT07PMisr3S1ys9Iluob2DYT4DwrljBm32yA91e8UAgh1wMknZlrK8PnEg4+96JeSTyzL+hPw1/g/H+sC4K+Fiupq5xxtttk2OW6XZn08bf6Qyy489dKf//LimMuyDDMQEbpxZDgYQgjsaIyi4mzOGtmHNz6cxfm6RmmnAuxw5EuNqtoMv9cDQrBo7lJ21tVTkJdDWecOdCjMAZcLItF24f7jYGwJIZQNIhJTfq/tufzcvl16lv68+dl3Fl/wwMPP5geDTaO6dOnw7/Xrt62zrK8dEUhAArz00kurpBSrOvXsM231oqUP3H//n5aOGnX2toSmRWIwShVm6owlM6fOiHVZuW77TR9/sWz0uacOiJ512UibUNCI7WzUpHQicyoSITnJz6ABFcyaswTD66ZjlxLs5tYjRgo0TQs9I5U5X8yjuaGZgf26k5KeCuaRX0fbtkJKgZbqh1iMe//yAh0LszhjZF+S05NR4eghzU1xKeDjbRbbC71VDhXcwy18l1Ii4re4VBjhegnGSDjZhhB7dytzhklCASqWtBHLV4vp244QFt4tY9BiSU7do7CPg4iAw5Zq6fIsvs1noYWzDlxrg0PHfR5YGf8+WEgplaZkPOpj0R9lDkSXmaAfr06AwmEVbQGeFU6rWEuB0oERQF9s0YJU3XnrQZ2fVVePqOrXLfWyvz32KzO6ZotuGBoiycvmLbXqwcfeEjPmb7J69yjf0rU0L/rxF4vc23c0kOxz079PxRZ/SuqSO37/jwqEnOrz6L8OhnZzmd794IMLz+iTevvHn04adtf/PiUuO2eQ/cPbLlUYmqAxICyXS8z+Yi6ZGal06dYZFQ4fdw5AggPw4JPvMe6MQRTkph9we8tWaKl+fnf3Kw2/v/eJSSiuxynEcJofnUBQCnHxxRVGWWrWkOmLtgwL26lj/vqrS04fcXZ/O7ptl3S59SN+RaZpoeem8697X2Jgz1KGndwbFdw9LnaH+t0gBEvmLWfr9loKC7JJTvZTnJ+D9HkcIR/7m1vxHxKcJIjA74Oo0fDR1FVNz789p+E//3lqIVCb7NFfD5tMizkGz8BxBL7yHY+TOhNrmATaPDeHuLs79aNJiWUbpRA5u0f3Lr8syU8rOmNkb267bXyMWMyINQcxXAa2ZSG9Hmo2bWPpyo307FVGbl4OdjB02E6AZTly4rO+mE840Eq//hUkJ/sdwuFh7Xlfx7LRvC6igRDvfDqPleu20a+iE2eM6ovQNRLKkftD9YzdHADHAbi4Xau9irZw33GCOFmog0rnTO7jVK4UYUz1MLprBpwmHMZ4mH23K23vCCjAStqM6avFTF6LsHU8m85CtzzfLEdA2E74v2AqMpaEsasnwjYO+BUbx2i+CY5YmsTGhUXYAiwdXALABWoARAeDlgn6cfRgUezWUXUDNQImKqjtAOI8UE3ANsCHkn3A1Y2nTv7nsFfLehe88ovrThMdSvM1FY0JTUpsy0am+KjfVqemzl0ptm2tY+OWOnp1L8HQBK2hMFt2NFPfHKE4L43/TPy0edWmxk86FecGdZer9al/36nqajaf/dpbHxZb4SDjzhpijz65j/T6PZitEYQELTmJ6Z/PJjszjbLundsY2ccTlFJYQvD2+7MoLMhkYK9Sp5xqX9OwADwu7n/sk9Av7v7PulCg+WwcmZ4TEpWVlVp1dbU18c/jet35yPRHx54+cuCf/3StUI1N0tD1o/JWW7aNTPIyY8piAq1hThrUFV+SFyveXld4PYCKr/gbKMzPwevzUpSfhe73QiSGilcAnAhQyuFcSUMD6VGRiKp78+MF+pT5WzY//PhzS6KhQE2XLh0eWL9+6zrTtBJqi1+3d6usrKwUFRUVqmp3SeeXtokfw4oLMg0A8ruXl31vUN/S82+5anRo6Cl9vPauZqSuYSuFdLlYu3IDO+vq6dmrnKQkP5ixr/cMlMIGpM/LjKlzsWImAwZU4PF5UdGvuc8DwLIsNL+PlcvW8eHkhfTuVoI/ycvAAeVg2ijr4BUO7R0Ax/BXf8Ph/gNCqHhKooEP1O/oTAFFjKYJCxeaiB4sRhlnm8bD6XqgGC1QjBbKwvbUEurwDkgL75YzMSKpWIA65joCCokklroK36az4tK/+w//t0firRDenRZ5L0hG3Cb4WIuyHQ17jh6lXszlNAM0cyhYqceJbrKjNeWUlJs40Qxv/HMycGr/tgI/BNFRCXuLoOSd6PCeA1JLo+GI0XFYTyu6bqtwuR1HSWoS1RIkIytNnF85WrVs2ql21DZS1ikf3E5odev2Olpbw6K8c5F95sjeKZ9NW3qhEDB97hqq7v4nFaUZdCvJVKeOGUvP7iWSmIkKR9ENLb6SO/6hlELPTGXGgtVcW14Yb3i0v43hvfdm86d/vbJd2KGrcYy/m92T9nE8L3wZ1fE0QENzuC4QsjZ1yE8dYiS7rWj90XPpnQyLQtckUdPEjEv3an4vmBZzZy5kV30TRQW5dO3SkYLcLOffIlFUKPKNVIocDpycsoSYUoigcLv17MrzB9rfGTtAjT+te/HLHy6uvf/Bx0uAeS6X8UfLsrEsyzNyJObkyXzVWLhdXV190G3if0qllA3MNQydQCgy7/2pKzc1toR/+ONI1D75lL5SBcNIIbBjJp26ltAUCLBixTr69+vmOMlfMQLjaDZoSF3yxaSZ6FIycEgv3LpxlIy/jeb3smzxWj6cvJCRQyvo26sU4fdAIBQn+n21Y+oH3+Q4QJWw46TE9fjUk2olp+J2BPObQDUISFKIA4e493QEjJYOqJYOyFA2lruBcO4XhDyNeLaciiuYt1tHAMFRVxZUEsvVjB5JB8vbFrM4ENqYsFhWBppWH1ugRMPfNbVqIXQ52SB0pUl9hg2pMoqU88BwQWyUUxDyjcZ225X88R6QGv88RJx8FMPpGNcNxDgnqt0xROPA6LOyIRQ85be3X6PMmjpNd+05fIWUqGgMe2ejSE71i+SsVAhHIRwBISgsyQMpIRLVKvp0VhWd81VrKCLOPWewuPtPz+FxG+pHt1UKhMBubnUm5yPQavhYwbZspC75x19fYEi/LnQuyTvw9krxryff5e47b6+59safzHvyySc91113XVgdJabyMYACmLIpuxlNb/C6JcQsW4ij5/TaSiFcBgtXbGRQr86kdCzArmtg9qzF1Dc207E4n5xumRTkZKL5Pc6K/yjU8h9zJJhlEVNBs9RcesbIk8sZPrCzPG1IadErHy0qf/a5lyqAGS5Dv//zz01KSko8Z555ppWfn28dYEX/ddHmCMRiprZ58+ZtaseSXyeVDk06bUjZd0ePHxULr9pseHyeuPwuVPTpytzpC1m5Yj0Vfbpihw7cS2GPg1k20mVgx2J8PmUOSV4vfQZUYBxCCP5rXZztyPquXrmRj6csYuyovnTrWQrRGHZz0Gn+9DUOeWI4AOBotVQDNdRigihAxepgxRbIkpg9LTQXyIMz3vdyBAIdMAIdMEO5mN6dRHJnEXY14N56Kq6AI2Z+VB0BYSMQBPOnYNT3QIukHNrXcOzkCISMYltE+xv1jeNNMeNJSeYaQeu1AkrbhmEExL4K478pCJyV/yqcYvw2k6OAVlCpIC5FadK2ZUBomWuWuP2Nj2cOHt6Hzj06CnNrLdL15eGbIHCpmImKmW1kLKWUUwdLPB3U0iqkrgl/kg9/Zip//PPNvPT8x+Kzj+cycsxAlPpyR7XjGUoppMfF/Pmr8XncnHtqf3TD+FIf+S/DJjvJ6lK3eeWQrOKuM4Ff4DTyfQuYypcLS45bTJgwQVRVValnnnnGdfLwIUmBlhYbPV4BcRSojEopJ29vWgzs3YVZC1ezra6WFLdBZkY6hUW5FGRnOvn/SOyEXPEfFMKJCRC1lIq2CMOlp15wXn971JDy0jOGl3d+9YN5fV9/853TMjMzX9m8edOzjzzyCAAlJSUewzDUmjVrHPLS7mjT4T6pRIWBIXJ7BlL9qU+/8emSUSNGzC/oP6ic0I5GvB4DZdp4XDp9B/dixtS5GMvW0aVXF+yW1oPKBTtcAi8t9Y3MnreMzIw0evbqgiblUTH+SimEprGrrpHX3pvJ+WMG0a1HR6f5E4c3T504y5sEYmh4QFWAKkXtEojpCrHS6ZitDn11u9sRSFQNeHb1xl0zFGPnEGIpa2nq9h8iGUuRSnO4AcJ2qOlHdCZRSCWwfNuQ0RSE2n/zli9/E9KR4lSQRWSpDHWHpvhUqLp7UJEPdYX59fRVjxLav+mJaI0biApUTGLGNKzYSGAAaFsVWk+EOUtqhasj9J3/tNcUKv3y684hsr0ObR/Gvz2EEHswsUW7zxJNdJTltBA1m1vJzMlA2YrNW+uQLv2E0l9KCM/sqNnFxHemM/6swRge10GNv5SCe++4hj/87ZHsv/z9H/9cNe/jv2RmpP0uOTn5Vq/X3YvdJVeHgoQgsGz3e1zC6dggrvEggIA0jK0r1u+QWxeuUlqKH8s8cm+BrZy200LXMTJSadpeS13tDup27GDxko3k5GTTtUdnijrkO6mpUMRhKH6bDP/ecIomIWopAs0yLV33X3XJcOPBP1zW5Z2nf3fBsEE9/iIN3zs/ue2WO5VSOVs2bwqvXbsmglOp3D7VdKQmVwsQZ5zdd/anU+Z9fsefq12bN+xq8WanWFZclllFY/g9bgYO7MXajVtYv2ojMjkJ29r/WDFNC5nsZ/uWGubMX05xYS69e5ejSXHUxJpsWxGJxHj+tc8ZO7Iv3SpKIBo7Ii/WieMAJFJBLmwUFh4E2U6F006FPhm0lWAmDMuhjyKn3EbFYwJ6KAd3QzfcdX3xbj8Jy1tLU7cnCOVNAyWRypnTlLA4bCEzoRBKEk3eiNFSgoglHVL4v/2ZR4E0pDgdWxSodJWl+oksholsykQWgmKwSsDsAGYB2N9UTVci55+CIyOfRLucvwJRCuI2pJZmI5NiWFcozEfY8rNmpp729mOhugUf8tu7blbemIkhj0x37/jaxZkMTBOvx8AwdCdycFzWS+wbSgEug5ffnsZl404iMzPVkRs96Behe89O/O+Ea2iu2zDkJ7+ccHssFvMLbHcoHP1uWV5ethDCLCsrcyd+BgwYYEyYMKFt3hg5cqReUVHh0jRp6ppmSiltTZOmpmmmpklrwoQJIvHdCqdWPPFzNOYeNWHCBCGEiP2x6nfPr98WmnffQ68JGbMtpDhsDRbbtuMkMgMtNZnNm7bx/pufsGLVRspKi7j+lvH4PD621TajYiZW6ARg9h9pOHkzVCQGwRYjLz/Jdfa5Q+z7q67Kf+Gf3z97V83aX3cuLX1fGZ530tIyX/b7/X/F6UcLDhXoSHU/swH18suTAyjzN4tXbrrrgqv+6Hv0kbc1AXbUtLARyg5FSE1LYUDvrqxbt4mazduRfu8+OT9mzEJPS2bDqo0sX7GOstIiupR3dKpsj7C8cKLGPxqNoWWm8ORLnzK0X1d69+0CsSOnKXDipAASmIVgLBqZKN4ElQIEoBb0GQozFaxOoEX4qkuP9qkB0KJp6NE0ZCgPPVCEbbQQ6PIsQrnwbTgX3fTtFhX62ukBh/0bzp2Ge8cQtFjSIZP/2p91DMhwnIA4y0YgKE0Y3TYOuMeZeI85Ejn/BuBtnJy/AhJNfqRuCQpNza6XwtIM9H9JxkvL7jb9Df+kJ+8qy0t1ue789RV0KsgUVmMLmn5kh63CCcsmJ3kwDANxIubAhWBHbRMVZUXO3w9xGKlQlKEn96EgJ52anfVi6Zm9VThisXEXZff8/ZHnMzO9v167ds0cTZOgwLRs5s6dC2BUVFSIyZMnRzUpsGx1afyI04BeOFTOnSyr/nTD+nURAKFruIRjiOOlYkfcH62qqrInTpyonX72uAV/vevHT3386ZR/3vfw6+pHt1+KXdeM0ORXmhgSYX4pJTJO7Fu6ZDXrNmwlPyeTHuWdSElJIjUtGQydS64Zy7//9QolBZl0rOiI3Rhwjvn/DG1Sv61REFFZUpqjSjpkqf49S1zNoVi/5sZAv6df/ZxX3p+9s3fnHpMXLVpKenq6u6GhIROHDnREiuedwIvY0qOH+4/r1hnT737g3apkv2/QpT84L2ZvrDGillK0tIrsvBw6BUKsXrUer9tFcloysZBjRRQK27LxZKQyZ/oCGuoa6NenG1nZ6WDbR9zJS5ALhaHhSk7lk7em4/O5GdirNG78j9wrc+I4ABOxEcAq5nMOL+NjPEOx8aAxC5AQUIjwYXP3E46A4wzIaDJaNBklTbRwBpangVDJ29hGEO/mMzBaC+I8gXhB21cpI0xI/+phhOXl686HiUhAJlLsPdWoRIiDRIO2bwYifux1QFP8A4mNaZvYHV3IQZroGIWh31/O2r8/ybJPpoukXCP91mtG0LtXF7p26YDd1HrEjT/gpArCEfp078iyNVup2VBDXkHWUWHyHg1IKSAa4+rxI3n0hU+48Yoxzn06hMoFIQR2c5AOnQvp0LWDGtyvq3DmRMv/2aQvxqxcV1PodouacDgcBBkpKytbsHr1yoeSkvy1q1etZOTwkd+dOmf2d0cN75eZn51lLVy6MlxckOtJTknWanbWh+55Z9ntpqW1ggqD2Yyz8t+Vm5v64I4dTRtwAkNHtNpg6dKlKhQK84Pbr/vPsqUrei9YueX6GZPmm0OH99KtQBDtS2/Jl2HbTkxQM3SEz0NkVzNzJi+iubmVTh0L6d+nG2kpSfjTkp37bFpYkRDZaUlcdv5JPPPa51ylaXQsK0AFwl/qbPf/BYnrVsGIEEKI0vJihctQaMLeWd+kP/7CJ8vDweDb+fn5vu3bt7dAmybtkYJSSsn3318TcbuM96Ur2fvbeyc+vnRTU+r/fP+iOm8HbypWRNDYqhWWFIjauka1ePFqMXRwL4zMVBspFFIIPB5ryaczhUsgTh01SEqk0w9Cl06zpyN3skivh6a6RhYu28DWnY0sXrKe2753DhjaoUX2vgJOHAcg8f4YNNDIKkYjyEKxEsUQYCZCl05P+SO3pmgXFbB1jEAJeqAEK5iLbbQQzVxMqMM7uHb1wb1zcJuRO6SoQDz8H85aiNHQDRnJ+Erh/32d6cGKbY/1FNS+zj/hzruAmEAhYwqXQeoYlyzO+5j1bz5IyB1i144gl+TnM/iWU0R2fjbdupQovIawWw5frGO/5+kw/mhoDqJJQWqSD6wTpzYbQNk2Zd078Nr7s1i2cjPduhQ7SmGHYHikFKhQBKUQUpdoQpKWIo2JD96mdu5s6P6flyd1v+7qMwk3h3jh7VnnlJV1utiflNQoXR4zKcnuMePVO7MzM9Pwedx2U0tAej1uDF23Q5GobG4OYFkWoYhNYyCG0DzB6QvWRf7wlwc7l5VlXPvoo68ER48efUQjAVVVVfaNNw4whChvvuv2y6eu3dB0/boNNWLoqP5K2UrsL/mglGrjU0ivC3SDLas3snTlWjxuNx0Kc+ncuQOZKUkYST4wTSfUjZNO0nQNq6mV8p4dOa2+iVnzVuH3ucnKSj0q5LATCW0RgVBE2K0RoXl0cVL/bvbFF5zaa9K0BT+u2b79H7m5uf4dO3a0tv8au9cOB8YEJUmklZah9ipttwEZicZU5bi8d6qrl518778mXvXOB9Ouz89KMVKSk7j+yrGhMeOGiiH5GdrGWYuYPXeJtWxDg2f1xjoam1ppbKiV3TsXEjUVvTfUqksuOTXqTsuU1DRokVBEaFKiadphNfhLiHjNn7eSWQvWUlqcTafCbIb370JudvohNfX6qjhxHIAENFwYJOEhxnAEV6HE37FVDnqoFhEUCHnE79NeWgLBfCAfLZKNbZRj+nbSUv4MwvLg3XQWejyXf+CogI1AEs1ciGfbKKTl/srh/32f5fGDRJ1/DMfwR3DyESgTT2dDnXTlcjnrkZvoNDiZx+7uh8fvQrfdFHcuICUnwwl1hSJCtYSOKiPfyY+4WLN+G8lJPrz5mdi7mo5d3/AjACEEdjjG9VefyaNPv0+vfl1Ak1jNwUPqVZBot4qdMIJQUpYvSgoz1CdfLGLAsO7QGhXdOue7b77s5J7EhbVSkryUlBfZmKZEKZmrOWFRlJIICXoBgMJWwuFmu9yjB3VyGyp4wUPPf7B29OjRvxg5cqRn8uTJh9pj/pCwcuVcBbB4+dakrHQvnYqzbWIxbV9GOJFv1QzNEe4JhlkwZylbtjmKfb26l+H1uklPSwFDx9GHiOy+Z+0gNYnZGmb4mEH86Y/P0LNLEdlF2aioefy9oN8AnCodsGOWyO+Yw4+vPT1jyuwVv+rcqah2/abtz+Xn5/tGjBhhVlTAsmVY1dXVVkVFhSs7O9vOyclR0Kb3sHup53Ss3ZPvXKmc3gS7HQHb+e6yKLA0FGr5w/yFy5+b72Qne89euPqHpfdPHFBYkENjYxOBxgYjivH5lp3Bd4vSrBHe5Kw105bUF+VmpZfNeXlWx+ffmJmm6y5+/f3z7IFnD4pR32yYzUEh4WvPG7at0Nwuvpi9gjEn96GkYy4eTUO4DYiaRzT0n8AJ5AAIx5KupJWZLKcIg3LCdMdFLwStEHsbGRFHcCnx5XMA2vEEwunOT7AAI1CI7QoQLvoY27sT147BuHf13U9UwLkUGwWWC2G6j9oZf1PQcHL+L+Mkg20BFopWZeHL0sWZY+doWz65mUd+2p9hw/tSUloEmg7YTslUIAgkOEVHd+YUQkAoTJ+KTsxbso71yzbQsVMedih6QpUCYisyslLxuA3+cM8LDOnfhdNPH9RWLnSoSBg1FYzQGgiJhqZWVF0zyrLJzElVmUVZuydey8ZuCbbdJcWe7OT4nOUUiwmwQ0HNm+VX546qEA89++GVtZuXvJ9d3HPSyJEjPTk5OTGAdevWyVAoJJYtW3Yop/ulBjQTlJJ3Oq9d5+9eefFZsdgOOuSnCxW1dl9bu9W+MAw0j4udG7aycMlqADqWFDBwYAUpPi++lKR4GMtERaIHLOUTxLnBMZMRA8pZt2UnhUXZpKT4jk0f+hMEQoGKRMWQIeU8+ZfvZVzzs0futSxrQP2uup8mxH+UQvTuXVi0bOnyLe3HghBwyikj9cmTJwOYCKG4TXVkF0OJYJLOBh4RcwC4RnlIQVGDGXcG4gVBIgAsBoVSzFu7ftOktes3pQEp4NYhsuvSs/uM75qfkpPk1v/n78+9sb5Lv/HeXn06+WYvWJO8YsUiF1BeU9v4l7wH3yg+fVg3++YbzjERQo80tQqpSXRNfqXnrZQCXWPRik2Udsila5kj5HWouv5fByeQAwA4KW3FF+o5DIrI4Tf0J0opBvOd5bOpnBXnUTYZiZMBFMJyo7cWoVpBC2diayEs3zZauj6NMN14N49Fj6bujgoIE6F0QvmTcTV2Q4YzDyv8f7zCArYJWKqDtJxFYHKBzqknPc+GKX/m7h+M5ayzTwI9HoImYaiOba20FEDUojg/k0XLN9Lc2ILQCk+M4vd2SITyrx4/ivrGFpat3MwLEz/l0vNOilNBv+IV2Qq3180PrzmT3/9vNb/71eVYoYgQkVjbwxHwpXLL9tj7MQoEqjUiKnqWqDt+eG5e3xHn3qWUulBKWdtOgMjSNIkRb68sxP7bYtu2TadOpW6Xy6UqKyvtqqoqs8edd+qiqioa2rGkS0522pj1y1cpIdCcAIdySFa6jvC6IRhm6dLVrNuwhaz0VCq6dsLjdZOWnITmdTt1RTHTkRIQHNK41DSJ2RJk+JiB/PWe5ykrySM1J73Nqf0vnHupLBspBGeO6aO/8sjP06vue2fcRx9/NPT000/ddMqwIbXpGY90bWzYmqK5vGuH9u/zeUXviuWL5y+mpqZmzeTJk7chJRPuOFmv2jKpI6n8g34MIx2L9bRQqdaQzL08IT5sO+hIpTNZmDi8gDZuFGALITYk9CKUinDXbaO7bt/eErJtUlutWFCI3AAQuHfB1LbdSSnmTZu1cM7JJ48aUP3B4r+/8dG8gn/ceVWs68i+ipawTmOLjEZj6Lp+SAsJKQUEQvzw6rF8On0JJzUF8Kf6OToi1g5OjGZA+4TyUEkVF/EL4cVUv0Jzr0KMMGE4iX6Rx9KkJiRmHNhaGNtT73AF0pZj+Xbgqu+Fp2Z4m3h1U/fH8Ww9FaO502GH/48XJGJwGo7S3yvAlg4oRmK61jTTy7jDyBDTuG/CpXQr6wTCYdh+kytty7bRUvxM/XQe9c1BzhrVF8OloyzVZsBs20Ym+Y/7XgAA6BpokmBLkAf/8z4XnjmIkuKcr0ZWUoAmwO3i3w+/ic/r5ruXn4aKHoFctlLgMoiFI/zxvtfVnfe9PrM4L3PiwOHDl2Snp7s+njSp17rV63qjTAPHn0/QSBIyHwm9LxN4X9dltRmv8y8rw71mDVGlVJfv33zdf6zAlmG/vuVcu6GxRRYV5ZJdnA+WzeZ1m1iybB0uQ6dTxwKSkvwO+zs12XGWTOuwNPoty0JLT+btlz/H7XUxYkgFXo8LZdmHlSf+tsERuZFguK3auiZrzaqNrk+mLWP+0o1qSN/OYuyYQSxZsZU3PpzZvGbt9paYskzTtBsbm1s1y9Yf2Fmz+SHX4I2Vses6vKCuQkPijJh64H028hlr8eAlwl28KN7nSuWnMzHA3KvnjRw7tsx4//01kRsq+18oTUqIiWctt10gpTZQon/wcPWMbZWVlbK6ujox/mwAr9dDt27dy4qLi2+OBnb+LD3NQ1aqhzt/cnEso0cnqKnXo+HoPp+6UmDoWtv8Z5k2WmYyv/3NY1w5fiTd+nWBluARDf9/uRnQcTmLHQBObwAbVBYP8KDwMV7dg+1ei3ZSDIYJ0OP369hfWOJBiTZOv+3ZhdJCWN5aounLUVoY965e2O5m3NtHOPn/YyU7fBQhcHL9iZr/XcBzwNY8VMrlxHrmPm9kvfdH8Y9//5JOGakQjbatrL5JKAAhaInGmPjyZLqU5jNyzACsxmBbW9gTyQFQcXEFYehsWLedSTOX8d2rz8AOOnXpB+UEKKdApTkQ4p5/v8o5pw1kYK9SXIZxZJ+VFERMmynTV/DyhwsbN27cFrRs2+jRrUPyyUO6e4rzsolELZRSxCxFLKaillKmadlRW2mqJRgNvvz25Po33/qwpbS0tO622256uequPz+zq64u94ILzvu3CtV956+/vtQqH95bWzVtAbW7GkhO9rN+/RaKCnMoKsjF5TJITfYjPW6HYW1ZR2xMmpaN5XNz/79e5fzTB9KlR0dU6/E5Zg4Hqn2e52vtACcn4HGBkKp5Z71oaGolNzsdT1YaBEJs3V4HHhc7ttTx8rvTqalpYE1NqOWm8d2+d+U7T9ZxMx+L8VFTRaXEpTur+wagFaeo8EW28SG/Zap4su24cTtSWYlWXe2kkW68qN+1QiipQtobj7w9tw7gxgsHnIMgNTXN/ZaveFrrnVUo0X6iT8iZKJXkdmd2GDa4Ykj3bp1u2rFt0xDDBbddfYYafuagGLrc05ArJZASahv1aDgmEgJlaJK6xgCP/Oc9NF3y0++dj8fviavcHD5OfAcAiPcGsLhTXUYdz7MQU2xAz92COl1AD9uRvv1mcxx7RgWUNLE8tShh01r2IkoP4WrsimfLGPRI+m5WywnoDEic92wau8UGIsAaodiWD77h29QFRT8WZ+TlcM2PLiRWU4dxFEr6vi5M00LPy+DJf79Bst/DhZedCg0taHFZ0BPJAUggwSq+48/P06Ewk+9dNRbc+sGJgVJgmTa/+tMz3HzVmZQW5yD0I1+CpJRCuHSQmmqobRKhUBhbKZL9Xqeu3m3snmYVceF94STvEWAre/uOOqMpFGb+vDU88MxHjVtrdm1pDZra+LMHld39s+8YGekpav7S1WLO7CUkJfk57ZSBSF3i97jxJvsB4Rj9o9CRzzQt9KxUnnvyXUqKshk2qJtTgngi6kwcBMppE3hYfB3HkRAIQ3OiWKaFFYkipUTkpKkVM1fw5vsz+M7ZQ8nsmK8+eGumrLr3qYZOw25ZtG5sVf6qEZSJjkg7YoF7DwFLxXYEH7CDqaxGUUMBd/EHsXjAuQ/75r59U/DK03v7fanGzRJ7azTqfeeJN6e1TAC5rLJS5LXM1yO+tGuA7Y+8OuetCROQVVVfkshucwRchsHjDzxQdNUPf5rSr3vXk7Oz3He4dVHocWsIwLIFtm0jpGDXriYe/OO1VvdhPQWWBU2tIhoMC93QqWkO8o8HXuPKC06md8+Ocdrj4Y+db4cDMEHpVAmTM9U5XMrbpGDyEzRtC6JQoU5VqO4gW/imnYAEdjsDEmjs/hiuuv7orXmEc+agvDvQWgvxbBmDZrvadAgQ8WjTce4MaEAAeAnYQvxtEDhMno6KzMGrGFx7AS/95x50K4yuHxdNCdtgWjZ6RgpvVn9GzLIZ/52TIWJimyZSyhPSAQBACGp3NbFxSx3vT5pHh8Icrr7iNIfguI9ztxWEwhEefe4j+vUsZeSovhCJHjVmbYKIh6GBjNfvOHX1QtmqbVbd41QTfxGApoGhK7M5KHbsakI3DAItIWpqdhAMhdB0jdKSfPw+H+vWbyE/L4sOXUshGDomhthSiogmeeTRdzjvtAGUdiuGr9B05viGQCmbhuYgtmWTlZN2RModExEsy7LRPW4Q8MLLk9m6vY5LLx5NQVoy0ucmGoqoxUvWi8erv+D5j9Y3mNl93KGbr3XbN50qmQQ8iUWGbXG21Dk9Lmm9E1gKvMtsz8Ydt4Wr86aPv3R8v0xrzRiEnBnxpsx66qnJYeJTWFxHhR9dMTg5EjJvMnU184mJ8z+fALLqy+WJu7mwbdeihMeTVhKJNPnKy3tntEZDsa0bVifaslhlXft1yUu3n81O86T4PBrfv+Ysa/iYgTZSE1i29r9/e0GceUpfKroVH7EywPYOwPFtVQ4FASS5KHoCxQirC3aNQk0RiBVgJ3O8aOGLuDFXRFLWoDd1xlVfgRYswLv9FLwbz0NvKSXY6Q2aejxMsPhDENbuPgQoJzKQKC08DpFwbkwgJsBUCjML5EVROmz4BX179cST6mmrojieoGsSqynAmLFDiESi/PP+1wi0BJE+D/ZRqL89ZlCK7NwMBvYu5buVoynvlM+vJjzphBr3AWno7KxtRNM1Ro7oiR2KHNXh1lYfHrVQ4ahQ4ahQUUugdpcOONvs/rFthzdimyohNCF0rwfLjKmlS1eqmpptqiAvk/59uzGgdzeKC3LJ7lSI1+uhbleTU/ZnHaNOx5aNLzUJj0tnZ30z4khwKI4X6JJgMMqP73yCM6/8Axs27sC07CPiV1mWjZ6eTF1tA3f/fSJ+n5trv3sWRbkZDtk1GMGla2JA/3L1+59dyKSHL00fm7vWZf+kUrqeflSQhGBTWEOTBi+iuIgID2CSg2I0yPFqULgi956hV/z9913Db/aL6LlvPTJx/uftjT/OLwrgX8/Nara08OO6JUfePH5gvyqwKyu/1CejfVQgUW2gIpGmDcCyNWuWTN22cc1MHBdkKbBi9Yp5706dsb7/ms2B6Xkdeq2787537XO/c5cxeszP9Ghdg+X1uGxd147aK3jiOwDgLD3LUVwHpCJixUS3gTVLIFaD7eZ4cQKcCGYkZzZ6oBhpuQGFFklDD+ZhNHTDu+U0fOsuQAsUEej8Mo0VDxMq+hhbmu2cAXFcOQNfajgkcOR0iwTi/BY8713OyYN83P7TSzAbm9G/4dC/ijPBnV7ldpvGu7BtfMB5F55Cpw65THx7GnXbdyHdBvYJHLZ1atAFRSV5DO5XRp+KEqbPWbHnRC2c+zLli8VUvz2dyy84GSy1zyjB0UCCYb+v2nrYzd5XcS1+meRDGjqrVm3g7Tc/5YP3PycQCIq+PctFj25lorgwl8ysDFLTUxzyYySG3+fBxsZuDTpNeo7BI9V0DbuhmSsvHs3cJWvZsLEG5TZQJ/B4SkCZFt5UHz+/+Xw2bt3Jrb99DKNDLuFQ+GuTKJTtrLn1tCQ+/3Qe/3riXS4+bxhnjupHZopvt/CSFGDaEDNFZmYqfUcN4pbrx+q98t2t6q9v1jJ/seJcXRCwJflKpxCDhSDGWTH+hm13E3Tt9vaIkMi4+YmSlS1PvfDxiriYUJvxTyDuBMjHq5fVW1H9EVuaZ15/Qb/u1dVYEybs14Z+yRmIj9/23qwUQljQvLa4pOQ7/XoPOnXeyo293vloermRUlR14Y336f9++kNZlJ9u2VIelTnoxHUAlsVvbhGNrKCWFhQlKHwIhqGHFWoDiHqQx0cKAFASpSRK2EjbTftywjZtgUgGeigXV0N3fJvPwL/+QmRrPqHSV2iqeJTWjm9iuwJ7OQN2O4eAY77CduOoaUSIK/4p5Qj+n9+MWH0PZ3f38LtfVpKsa2jim611UEohpER63WgpPrQUH9LnQboNpKFjKxuvbbNpax2pyT7SctOxo+YxM4RHAyIezFSRGFJKLjp7GO9NWrDXHC0wLZv3Js3n2itOJzM9+agojx0qlHKEURJNWRJGHwGLF67krVc/4sOPp2FaFicN6sWwQb0o79yBjOx00jJT0Q0dTBMsC4RARaKUdCpC13XWrt0ELvcxM8K2aZOUn0k0YtLQHETEUxsnOgQCadnsqG0iHDF5+5O5XH/13XhL84lGDqZL+mVYpoXwuzEti38/8Bqr1mzh+zedT5dOBbjdBioS25NjkKjQiZqKpiaGDezHd2++9sPYkrenuKJzBb10i2UmZAnIRMpsS1fdNMOYExS9737GtkZKtfyyi7JqdnTKiS9hJPvv8GZPmIB8/K2ZO2Im70khRt964eCiqirn84NcWntnIPF7InpwA1D87rvv1l15ww0bd23bthJY/dd7/vTXd6csK01KzV58yQ/v11Q4qoShH/G01XFjG78yqoVFpdLoxkzW8AMe5TEqEfwQnd+gKw+Y8cYAx4WzLWyEkoRyZqE3d0YL5u5V+7/bGUjwBbRIBgBaOAs9WIASFra7gXDxB1iuBkQsGc/2kzBai9oOo4RCR2Bhx5PwR2+qkUAU1DwIR0AEBK6gQpIv4DLgi4WUt77Pv574IymyBdv8Zsv9iBv/LdvqmL9kPZu312HbirzsdHKzU0lPS6JraSGfTVtMMBRhWP+u6EKijrlLdXSQcAQMt4HL0GgOhEhJ8gLOymvpyk307l5CdnaaM9ke40eVEOcBgdQkwjBAk0QaW1i4YDnbt9fi93ko6VDAKSf1RyiFz+dF97jiJEF7v0xpZdvoyX5sy6a5JQiGdFirxwBS01ANLdxwyWiq351JdkYKhSW5EDl6Ai/HBBKwFKvWbac1GKZbWSFPPv8xxQVZ/OZnl2CGo+iHoIrnPHfQ0pNZtmA1z736OeePGURFRQeSk/zxnhz7b7gjpRCYtvJ5EFedO7TbjK3/O6n6z08vMiYYvWJXXGHxUUyTgwW20slwrRUlarLa3jTAro32ENYYHZbat7NFLaBKfMGNyuARsU/vpaoKu7KyUnuyunrhTZUDcmLKHnHjmNL3YF0L+4gcHABtBWJAJfAbICQgXcGNwNt9+/ZtBdZ37tJtTLCl8f7Trvjzhe88+TM9KS3JUQU8QjhxIwAA1dhUEeNpXuEjfsBnmNhESAc6OLbfxFmVfvOvmUKgMNNWoQdzEHaiYG5faB8ZAJREi6Sjh7Mwmrrg2Xw6/vUX4t0+AjN1NS1dn6a5x4OE8qZiK5tNarGjxNoWHbDbogNHGhawGsQn4J6lkPVCgQ/Ujga8mS9z6VVjycy0iEW/GeOvlMKybWKmhXK72LRlJ59OX4LH7eKC0wdz3umDKO2Qg2XZrFq7lRffnMrkWcvIyEgmOcnjrCK/bbAVl40bQfU703aXcElBaYdc5i1ZFx9+R9/lSUjwJlb5wmUg/R6kx8WuXY1MmTybd978jGmzl5CVlsKoEQMYMqAHpSUFpKankJKeWOlbzkr/AJ6+EAKiJvnZGUhNEtjZgDS0YxIFkAKsmElKxzxq65tobmlFHKGW1t8obAUSLhs3gs9equKWq8/EZeisXLkJIy/7kHgWlmU7z92l89wzH/D2h3P40fXnMrBPZ5L9XlQ0emiOqJACM6KykyLd77nlpDFDyso8sRWzhDEgJnEblr1Vt0pCU+hQN4VVA84VNTv6aNbnegyXHeNk2ZFTuItbVQWPiBiVar8M5erqantiZaWWV5H0mbJNv5WSflJVFWrC7rD+oSDRAOtWoBDoCHRX8Dmwit0vn3z22Wd3XnjR6Tdsr2396K+Pfmi2NLaijuA8euJWAbSh3TL3Qq7hZJ4QHmx1H8KzAnGqgEEqnsT55s4REChh0trpdbw7TkJvzT8s8Z+EC6n0EEoLoaSFmbqW5uTZSMPCGyrBs30EWji73VmodhEuweH2TUyU/lWDuSYRTXIp6C8gaT2D5CVq0uN3CpfplNMd80GmAE2CSwdNw24N8dHkBXz8xWLGnT6IEacNgJZWbEthWhamaREzLWzbxu0y8HhcbaH/E7YKYH8Qgp///mn++rtrnJVzfEC98u5MsrNSOGVIxREvjVNKJQqmnVy/Hi/3EpJYSytLVqxjy7ad6JokJyuTjiX5uFw6Uki8HjfSFQ+B2uprhfVspRAuFwvnLUXTJT3790C1hvZLiDySsJVCGjpbNu3gk2lLOXNkX/IKMk+YjpMHRNwJe+KlT/nl3c9S39jCZReezDMP/AQrFNlnxY9SClsptBQ/W9dt46GnP+CkgV0ZMqwn6X4PWIk2u1/xXJw6O/VxXWHsR3973lhe7haugX8zO9/3is1QXOumjSUSTIY+2Lhti5ulojuSt9B4mycYxG/4HjuZgNhLKGiPo0xgglh7+mteT7JxkxBixqOvzJnGoUcBEttl4mRPNZzptB4I7rUPCdg3XV1Z+MHkWdNWfXZPofQYmohaX3tB1b4K4MRNAbRBqLb79RpPMYhMtZ2/koIZy0WfvxOVJaHCRrTCl2ibx+YUbaTSaC36FFdTl32E/7862sy46UWaXsfBiaSRUd8VKSSmq4Fw3gws3w6EAqOhO66dg5C2q90+vr5DIHG4l68DQRy1SqFAWUAKYJukRi186W6iO1o41lV/tlIIt4s1Kzfx6bTFhIIRFIIeXYv5wdVnkp+dDoEgKKd5h0uXuDyu3eQlpY543ftxBaUYNqCcWfNXMrhPl7Zau7Gj+vDXB9/glJN6QfTwrn+3wY+T/DTNMfpSQjTGhnWbWb1+K+FIFL/XQ6eOhZSVFoOycblcuN0uZ1viRv9whVAUCENHCYhGTY7lGlwKgRmOUtSjE5uqJ9HcEiRPz4Z9C8SdUFBRE+Ex6NW1A/WNLfzuJxdx9qj+CMvep3OVkGLWdI03XpvCgiXrueXqM8lKT8HldbWVEn4tv0gBmhCjM2tcf/3VJeo3DzzPznfG67GL/2hueLM8ZOZqLjLRSFOSLVKyDkV3FGMQNHIFD/I2iNdBaeyfO66qqIKPaL3u/OGPCiPys+vGDww98cqc+cQN9iGcJThaaQeDLYTg4aert3bpXBq46qePak/dewNunxszFEXXtMMKb5/YKYA2CMUENBA2S9hId+AmlJWMqgMxWaFWgO3nCDce/4qwfTuQsaTdZX0HhMLGxObgIeg2E24b6NF0ZCQVo6Uj3i2n4V97Ed514xExP62dX6G5+2O0dPsP4ay5KARCyfhP3CndI2Vw4HNUOO5qjRuEB1QWMEhAP8AyiJmxg+7jaEHZNiLZy7rNO1AKrv7eeVw5/hRGDu1Bxw55uL2u3SS3xKrSiueQTevbbfzjOPvU/rz7yfw9GNs+r5tIzOTrPLfEqs5OdBTUNKTbhfR5EC6DbVt38NmnM3jr9Y/54ONpBEIRBvbtzugR/Rk6qCclxXkkpySRnJqM2+OKO2HxZ3EEQvVCAJEopcUFCCHYsXkbwu06ZmRAKSW0hhg/dgjzl65j1/Z6hKEdHxylw4BSiphSGIZGkt/Db35yCQP7dna0/tutUhPVNzLJR92uRu7883Mo0+ZHt4yjIDcDl1s/fB0BpbAthZZkUN40X5zbNYfUzUHWbnhKV1WaC2lZbMRmWfwYZXHz6cUkBQ8hfId6JEA+8ea0Fi2T/9Wkfd71F/TrDodECmyP9lUBe0NzLkndqmnaRf7klFFbdgSqBp/325ZZc9agZ6RgxfUSvi6+BRGAvVCDRmm8GkBDxLKxa+pgCghNYZeDbOUYej5CIZRGzFuLDGUho6mH9jUEXnQUDrv+QHNE+2vZo7LL9CFNn+MUR1PQm8uwhYWSJrGUtbR0fRpkFKkkRn0PXLv6Iy1jz321j4Ipgb3XONUAOwPExdjMw0JiMLcBUfsXVXbaWbYKt+6zBevRhG3baEk+lsxYxrJVWzlrdF8ykrztVpPffuN+KPB4DHRdo6UlSHKyF8uymLVgDX17dDpoBUBCrKUtWSkEQtcdXXchwDTZtGEra9ZvIxgOI6UgLyeL3hVleNwuhBS4DAPdpTvbK3Yb/KMEIQR2LEZqXhZi41ZqanaR06GgrcPf0YaUAjMYoWJwN156ZzoDenUmMz8TYscHS+lrQTlMJSMjheyMFNxuAzscQxoaQuxOcdq2QuoawtB5790ZTJuzghsvP53crFRcPjcqZh1ys6X9wbYV0tCQts3Uz+eiIhF+c35fNWzkaH7918fFkvn/1oz/fF/EngsJGr025wKdsXmKEDORpDGX01nFAnZXmR3kkBNAVj0yt+kHlwx6MSrtM35S2ae5qmrhVrV7VB8MB9om8TI8b1mWWrBgQb2Ucrxt2/Kca/4QGdynVH/j8V8LPcUrzZYQmvzqTdS+fQ6AjULDGXd9neq4yMtYNQJtFggJdkeQEY6VE2AjkETyp2I0dEMLZx4w96+wkUhqWcUH/BgXyVzAQySRjuWs2ffa/sDdD9tGl9KQsSQ88c9UNBXV0B0lFDFhY6WsJdjpZWwjAEqiBzrg2tUHLZSzx7494KQ02o4rwBQQQfEDdE4HIqlKPXymvfbdP2gi5UxU0xFt9X5QKABDp662idXrtjN2ZB+wbCzTPMSGOOLLdczC+Z+QEiES5Zfyy9up9hU/xzkUXH7Bybz41hdcd/kYNE3jrY/ncOftl+7Rura9sW+rWdEkaHrbNrHWEKtXrWPz1p2YMRNNahTkZ9O3dzkelwECDF3HcBnxzoTsjrwc0/vlnK/LZRCJmohjnIOXwtEkOGNEL5at3kxuThrJyT6nSdAxO4sjCLeL+pp6Ro/9BcFQmA4FWRjZqcR2NeEy9DaGv0zyUL99F/c98R69uhbxs1vHk+Y2HKf8CKgH2paN9Hmo31HHlOkLKCnKo2Jwb1yWJc4uDSIuG6V++JvH1PqVMfS7bsNcbksWE+MlaTCbF1jHHRQ3xShc46j0VbetfBInts9BWhUXBHrgpdmrbrx4QGFQaadfXzn0TVE9o4GvVhlwIOzC4esJIcRn+fl5hePOGu0eObizNnTcr7j0/BHW7T++WKhwWDq8iUO/l98eByDhsSXTxEyaOAcvFWhqCVKMQ7W+gVonkd1txKEE4I8kFAKltyKsRO3/gY8ugWa2kkYnlvEx79KCj/Q9G5/Hn7FboE49xGuSOFK9OiBsHexkUsEaDVq0ri9GQzenXTFg+bcTyZmF5dsOAmTMBw0VvNtQgctyO9sQr6SyQVi2Rl8gA2iQlpraa7Phb/Wtnr06t0uHLGXbtjhWtfSadFT9ho/qSygSZf7SDXTvVoIm5SE0enFqR1R8JdpmBC0LZevEIkGsmBtlR1BWGBEvE2xzzIQAcYK8VgI6FmWzas12NLebZ57/iI5F2bgMAzu2uxJKSAma5vwJYFps2byDDZu30djUghACr9dNh6Jchg/qjaY5FSiGoTss/fa8CqXA+uYcJCkFRKJ07dyBRSvWsmH9FjqWdcAO71sa+YgfXxOYgRDDThvA7+96il5dS0jOSAEzcrCBefxB1wg0tvDTu/7Dpi07KS8toDAvIz5OxO5Vvy55+61pzJy3mpuuOp3sjFTcvnirZds+vOtWyilGSPKyaslqVq/dxLBBvcnMTEMToISEQCtnDc4UHz/6w+AP7/y3+d4pLanuM377YsTPcyxraGJzwyIWdW5iUdte2zeTTXT+03GmvC8N3upqrMrKSq1B8XmKWnO1JiMnTZgw8r2qqsnxpi5HxNwkyPq/TE5Ouev00UM9mbkdB3+nUl79yltvjnvns3k8+49brcL8LM0yrYM3/IrjBJmpDgEJXYB0PmEeNyJ4jDOQpKDzJBIdLBPWCKw8BbmgHfUogLARSiOathKttQgtlHNQ8p9AYGJRxHDe5hqSuJVlFBIDR9AExe5eVDY5Sglbaur0Q3ACFBCF3eNcQKGyNBusMUrToqa/7X7IpiT0lg4oGecgaGGCqWtJL32VsNGMsgVWJAUZ7IaR1JWY8kJXACy8WETMoNAtf0FmGqZpIePnfrRXW4kVh7JtXCk+PG6DltYQGBp2zDwwc1ZIMIOQ3geR2h2wHTYyjlOBEAwddzoCG+H2IGyFstutXoSE4FZoWgJW2Pn7cYpE8xapCYYOKuf6H/6dqy8axUmDu4MUSHecLGqabN22g01bd1Bb14gQAkPXyMvJpEtZB1KS/aAcxUDD0JF6IvzGboN/nCW5bdNET3WEjhobW5xKhGPYllIKgbRtBvXuzNpNNeTnZeDxGN+o8NJXhhCgFIuWb+Sdz+YxdlQ/Hvv3T4g1taIaW9A1ifR72LFlJ/c9/i6Denfm57eNJ8VtON+NWYed9bBtG+kyIBrj809nIBCcNmY4nvi7SqKKQEmwTEo7+nyv/PtH0Vt/O9F+/O7Uor5laesWrd20bHx3XJ9kFBZFo01JKSlGa01N0+YbbrjBWLlyqnvZstpcXQ81bd8eqIsfdp+OQHV1tT2BCaJ+7Pznw0mpt+1Y0tIITOHI5nYUEFq1alVo/FW3AWJL7fJlHz317IvuSy48576B5/3PZZ+8eIdV0auztFpCAhFPzR1gXH8LygD3RpxhdyEXMY5HCOLnNQxRi2IBIkVg91REB4CRF3cCjtrFCwupJM1lL+KqHYC7qfyQSv8SQdEwG5lELnNwYUs7itIVhu0iSQlyAJ+GWAFZQegiUWfEW42rvfbVdjrAy8ASAN2y8aqYCOmi0MRVDuapoO9LASPBUGmVJq/KGBt1G8rAKGglo3Q9aXUbcLc2wVm2bU13yebMTlt3rl/24YCdD1w6acoDXnbuUhi6wLbBVqj95OAPOwxoK2S8g1woEGLd5h28+t4M+nbvxHnjT8ZqCBzQM1ZIhN1KLLk/c9bG0FSMPn374XbpbNy0mdZAK2VduuAyNObPm09BcQdSk/00NjaRl5tLbUMTfnsnvtgqiAVAfLMNj/ZHbov3HQUp2FXXxJ/uf42f3ngePrdG3a5GNmyuIRKJAqBpGrnZ6eTnZZGamuQUjQiBrmlOeVf7lMpxaOz3BaUUwuth7fK1NLW00rOiMy7D+HplZ18Tpm0hkvz86Z7nuPLCk+lYVoQ6kZoEGTr1tY2ccfldLFuzlXNO60/1S3di1TajuTVQ8NLrU1m+egu3XHUm6ak+XF7PEeN42LaN9HrYuWUHX8xcRHlZB8orOmMcbAwKQdgleemFKcHb//Dcurq6nc04BU27gGagFIfbXIiT8VwD5AghIh6P5xfhcHhO/L1KVAnsNcUK9ZPKId5WZf5aSPnKwxNnLeTwowCJ7w+Nn9tS9uKzb9q0yXvlldecHgzUvlheku197sEfWWhSEIpKy7b3SH1+O7oB7hdKxCOyinFcxlgeI4LOP9HFdoSKQBqYvRXRfmBkgXH0KDjOiQQ6T8S9cwhGS8lBHQCFjXDWnPiA14CZEmybCN/HwNgq8RdCEvDa0xaRTVKs/Z7Iac2lNO4EtI8E2OweKQKnbG8JQDYmN6Hx7E+V2DTQLrQv17vGnYD2IzXSbh+NwIfAOjdwLuDFlNtMXV5oIr5jw53mxp76/LPSZt1RvGzz0seuvewMc2Tfgk6RmKU8LkPk52aSl5tBdmaG0wa27aJVW223OsALvL9hatkKTRPgMnjn3Rl88sViepR3IC3Fx8DepRQW5dBuXXqAey8QIsr2QB5BdxeeeuIhBgwcRO/evZk9ezYzZ87koosuQgrBjp07ycjIYMOGDbzx+uvc85c/M33mXLrkGwzul47dsAOpHd0A24HY60K24yi0j3rYisb6Rmp21rN95y4aGpp57KXJXD5uOJ2Kc8jOSicnOwNPPAIgcJyAE9XY7w8KhdJ1Fsxbht/npWvPMuxg5JiJVVm2jZbq57mnP6RjcTZD+5c7radPlHsqwEby5gczufCGv/D3317Dj2+9EGEp1q3bxkPPfMgZI/swdHB3ktxGPJh++Ne2u3uk7qhDbqtlxPC++Hw+59kd5P4ppRC6rmzbEpu2B+0Fq4NLmsKszspIkVimx+vWPes2bk4CvIWFOVqK3x977uX3XM+9+MZTzc0NWQLGGC5XVSwWe62dI9DeGAtAXXllb78vbPzSMOWzD7w+exWH7wSA02k9QftqD+FcmpJCiIxx5499ZvuWzWNHD6/g6u8Mtyt6lsr2Y/tbpgOwN4QjuVepNKp5AT/pdOR+LiCm3kQXaxGNEn2RcuSX8jkwie7rn4aFUBqhvOnogRJHytf5hwN+zY1kG6htEGskShAXGr9y2WzQUc9L3rjMCVO7UqA+IGlaJtTY/uycdjZaE2KKwD5FIRNRhGp2q0wANKFAs8HzG51nFkHtLKE6d1Rb1xFxWbhf3ut8rPjp2spxBBoA/EAxsBndfl3H9ugQBhpYMX/2qPVskk//4ic3bPjZDWcMSNJDCKGJmGmyq76RzVt3smDxamKxWFve3ON1k5OVTk5mBpmZqWgJadc27HYQ2pwEdpPTNL+XhppdPPL8x2RnpHDn776LbA3jMnRcbr0tHHjQRyYEVjRKTqeOLFzWxPIVKxh3wYXMmzePtLQ0brrpJubMmcvJI06iZkcNOTk5NDU1UVhUxKaNm1i9ejXdCnse1mBKXNPBzhPhEBLj1Ok9N7Bt6nc1UburntpdTTQ1teyefYQgPTWJ7Mw0+vbsgs/nZfSIgUz435c4Y/RgMtOS0XSt3T5VO8Let6d6QtkK6XajbJtwOALy2EZrHJ5KK5dcPJq//bOaDvlZFJfmo8IniDywlJjhKNPnrqIwN51bf34pkZ31PP7ip4TDMX5z23h8bheGx4iXcR7+IW3bRrrdtDY1M/mLeaSnpXDqmSfhshOc+0N7xzEtITVBx6Jk2TE/uQJBVxAC25ZIqUb1KRMSgQ3ItGTWLE0W/X7/w1t69h6y4PFnX/ufxx9/fKAQVHk8npsikch0pVT7aICTTHp2Uest4wY+arrMi26qHNr6cPWMbRyaRsCBEN3P5/FXW9hA3etvvHeucPl7ZWbm33rN7U9e1rUkw3j2/lt1Zan44nI3voUOQBzVwkIpgeBBLsZPIfdwBhYfIlmLsA5tvBwWBGAmr8e9cxDCMva7+k+QyFrYymT+ySqmInnRaKVYWICtFtnwnsbb/4nQ6nZx7TOCzXNhykMwcGGIwR08qsEW2+eCFkNaSGsUaAm3dKkHZ+jp8bNK12DHQ0AJeHvD2Tdr6inM9U3t+Gxt9V04fqcR/76GExwLA6cAyc4VEBSmCG3P9m7ng7/ce7f/unHlfby6raM5WvNu5cLv81BYkONIv7a79+FojPr6RjZvq2HR8jWEwpG4/XG4Dh6PQVZGOulpSaSnppCS4gcpER4XgdpGnnzqAyKxGJXnDKekUx6akJDijzsMNliHquavkICIRujfrweVF1XS0tLCzp07ycvLIykpCSEEHo+bc845F03TmDNnDhdddBErVixn1cpV+M8diorXwR9afXlc8CQ+6Tsrd75s1BOwFcHWEI1NzTQ2tlDX0Ehzc3CPCVDTJOlpKWSkpdCtvIQU/56lzVJK5ydesuf2urnjR5Xc8+Dr/O2u6+J9AE4AI3QYEEJALEZBfg41O+po3llHSmoKyjyG7XoV6B43aSl+auubKS7Kdpy64zwKoACha+xqaOHBp9/nnDEDWLNgNQ88+R43Xn4aXUoLHU6D4ojqaUiPm9Ur1rNsxTqGDepJZnY6WuJWfZV7lohG2BYIoZOwgxJQVjzQpRySorBQlkV5odFhWD+9oDj97D5XXXzW+udffOf+R5588odCcH1pevrP1jU0NMX3YAtQEyYgq6rmbL6xsucMkGNuu6bPG/98amEjuyMBB6wu+BpIRCKWCyEeA+7duDX9lmXLPv5Jdvap8++458WOv7/9Yrn3PPjtdQAgUbplM1Hdyy/xYTCBAUSx0NQGdFPuNx19mFCgNCwt4tTiWwfWlnBGhIWPXDbxIUEiSmFIKzFW1EsSwiG2eTSKswTv3woNNXDxy4L0Dh4sBOeD2gxbtoINmgnWCEcIF+UCzifCalvDnKax9AZB+rU20/8AHim53AXfxa3+RQwLDYlJEgodSQ8MhgBzcdr+hbCxgVrgQXA4FwIRbdD9k88s+5/f/SR4y2U9s2U0rO0d9hNC7G4F3M7JcLkMknxeigpynZave93KcCRCQ3OAxqYAm7bsoLU1hNQky9ZsZeqc1YwcXE6XogxWrl5DzY4d+DxukpN8+P1evB43Pp8Xw+3a0/fa1yuogNQUFi9ezJw185g+9TPOOedcLrnkEl566SX++c9/cvPNN5OVnYNlOYbCNE0CgQBnnnkmE19+nc2bNtGtVwVaQHP6UIr9HC8RWYmatAYjBEMhQqEILYEggdYgLS2tRKKJ1qcSy7KcKgYgOclLSpKf1JQkenQrIynJu4fXJhAIKZBCOmG//Rm0RBjfhuysFEYP68HHn87ntJN7oQ6TnH28QwiBHY6SV1LA1m072bS5hp45mXEhmmNzDpomsZtbuf7yMfzz0bfJzU6jsEPuN9KI6atA2TjETykJhmPU7Ghk7vzV/Pk3V+I1DIcIeoQmVttWSJdOLBxh6tS52JbN2WNPRhc45biH6yzFybB7fub8YcUVC5tbw4QjEdCUnp9mlxRl6sUdf3RO+XXXVi788S/vap0xfcbrHo9nQjgc/py4E5BoHPRwdfWMW68a2GHhsqabXC7Xymg0+gnQym6q15FC4oY/AqwHTlm2rPpzINq776D+L708seb8Mwa7BvXrDJhtubxvIQdgLyS6O41S1/MnHiNAhB8iZRAjezNqrIBuChHkCMoECwupNALF76OHCnDV9eJQiH8CqCPAJGRsGR7dbp+8dUj0FpmtFudtdFFQIHClARYYGrx0GdRuhfqLlYjcLHLQKRCokEKsTLdRfW2TR+p0zj0bigdYZA8U9L3JZAgxVuFnMrATm+VYVGLgwxnKq3FyJH8BaonyBQINRcCC7UJiyc2ieaWWOu38ojtuvjj6oyv7uTXbPuQB1ZbTkzJebKPtdhqESGS32lIAdtTE8ruZM20pk2cs5dbrz8GQAk1qxEyTQCBEazBMayhIKBQhHI4SCoWIxsx4FNvRt5dxoyrjYXQpBJYNodYG+o28jPzyU4iGAyQnp6DrBqFQkFjMxO/3xZ+KE4KPRsIIKdF1nXA4yq6tS1kx+00CTbvw+nzEojGUUui6jmmaTiti6Xietm3jdrvwuF14vW68Xg9+rxu/34vP58Nt7Ns/F3Fmr0wIf+z3bu9jctsfhCASifI/97zAvXdd9+3QqD8IbNtGJvuZP2MhUkr69K9AhY8tEc+ybLSMZO7920uMPaUvPSpKjqoY0uHCyaE7JL/qt75gwt8nkpuVyodv/QmtNXxESyltQLpcbN+8jTnzl9OrRxeKOuQ78mhHOUhimhZ6dhrPPfEu85as4yc3nEtRxzynXFRKUAIE1qZa1fz5gpoZt91+R2F9fcO/pJSP2bbd5upXVOC6s0eldcfMT5/dWhc4IxCMDMWZVQfhVFGvgEOQez00JPjaFwG/AwbixGq55JKrum9ev3j2968Y6XflnwR8a0mAe2GC0qkSJpeoc+nN4/yAdN5F8j8oPYSetwNOF1CuHHrlEXEC4g5AS9kLuOoG4GosRwnFwbT2bZxo+7tgLnQUC/ekrDuZJpufIknHqWtcocPk8VB8CvQZBZN/A4HnYVcKqWFnNDSlgxoK7BwNJfd8xEcXVnDN3JvQ8zYQ4TmuoiuP4UEARThxoXoctmB/4E6cHf2CdRTFrkQ3mt2dCfb+bHFm6OMb7g201Pd/7h/fV0MGdEjWxKG9nEopJ9wtJdu21rGlZhetwTAffb6Ijh1yQSkaW4I0N7ei6RqGoRFojTCkbxcG9S3jrY9mM3JIBRV9yiAY2U10U4nwO/GSyQRZbs/g196MHIFwaoZjAfScYYjUbge/iH0huA2zdhbKCiKE1nZUEffg9vV7IgXg/HEwo77HTfx657gvCCcv/voHs8jJSuWkwd1R1rFjxX8TSMgVtzQFWL1uM4UFWeQW5h0zZUDnHJy0T2trmMdf/JRLzh9ObkEmKnLsIhGHAhVvpY0mWb58I299Mo+KLkX864l3aQ2HmfrZP4ntaMQwjsAMqpTTvMs0mTFnKc0trZw2chC6rjnP5SinSGylEIZO3Y4GXnt/FoP7ltF3YFfs1vCeJFFBPMuMuabWu/a8K37mW7Fixf9OmDDhX1VVVQkvTgFGWRmyfqf7s5ag2SdmWiuAcpzuf9/Fiae2Tw0k/tw7XZDY395TWfvfbZzqhQKcSED7bf0fPP2bIU2ePp/A/xcHABwnAGxWcSF9eIjvk847KH6N0lsxcmodJ6Cbclyyw6reFgqhBDFfDbHMRbhr+6OFsw6p/A/iXi/wHpjLQAZwCH3OvnHKBIZiMRodvyVYrMHGc6HfzTBlDjQ1QtmfIcMD821olGBfDpHJoFoUWtImWrffBeIJUDBSeejFdC6gOy/hpgZnxd8ZqMLJ8buAsILbxGIeEb3T0nLG+TzivrRkr//Gy05Nvena03WX1JSUUhychetch3C7aNjZwMPPfojLpdOvRyciUZPRJ/ciGAizYUsteVmpZGSlxFXpnLK1WfNW8cnUxZw9uh+Dh/XACob3re4n2v73NSDZexQkNMxnfzGfzIxUSrt23E/Zls3X5/kc/ZXNASEEwVCEvz34Br/7+aWHr8t+AiARBZgzdR5ut4teA3tgB0LHtHW1adnoGcnc/YenufjcYXQpL3bq5I8TqLhBbGpo4Z9PvENuZhrXXjGGlsZWbvj5g6Sn+XjiodsxGwP77Pz3lWEY7Ni+k+mzFtO9vCNlXTsiTfvYlWiaFnpuOo8/8BpZGamMu/BkZ0wcINCGLuyWSFLtedfc6Z08ZcbfbrxxwJ8feWRuDNDKytDXrCHiNow/xSzzF7atJPCE3+//n9bW1toJE6CqCtg9cQhACSFISkrKDAQCezQNinOLEsVeB5ox9nYcAJg4caKCb20VwD5QJUwmKJ0XxCs0Kj8aj/JjNEII8y7MWoH+0U5n0dX1sJ0AG4FGNG8aekP5VzL+sPupnuWU45nbwIoLz9Kk0BslkllYnASkadBqwysT4dc3wvAkuOcviiQPTASa4jsLfR+2Fit+9tswa+qv576On7aNh8kizAY1DNuexqV0Y6Twtp1IeyOqC4TZ6k3x82b3rh1Gvnj/D5Jz09xC13U0lwaWfUjGX7h0Gnc18+AzrxGNmlx78Wjy8zOQyln9Sl3iTksiLcXv1DMKAe14AyMGdWNovy7ORBOJ7V/a9xDY9PvHPiJyygZlEIuFsE03qBioKPt+rieu0TR0DfNbxPY/OAQoG6/XjWnZEI4eU+MPoEkBLSGuv/Q03vxwNhlpyWTmpMd7BHxzUAqELsGyebZ6ErvqW7jhktPIyUpFNzT8PjeXXTCC4sJMCEcPWX1uv5AS2zSZPX0+9Q0tnD1mKIZhICx1zF4p21boPjdr5q1GSkGvrkVxIuMB5nABWEr6teacSRN/a1512/2/eOyJSaPT0tKubWpq2rhmjbIAGYnFfuNxydqhfTsO7dul6Lf/eG7KDsBXVUUwvqdOQO5nn30255prrrlg69btt9m28iQnJ8twOIJl2S1gr7As63+BlTjF4CfhxGnrgHOAUEpKyg+am5vrhWhr9YqU6izApRRp7U/9/4cDALudgCqeIYifZP7NTVjYELsbszYX/aMdjr0pP0wnQAFKxBC2I5n7VStAE7GfsaDvwFmQ68AGMDco9LUKrKnEOBsXhgS/Dx5/EpYT4WXDwovAwOBn0pG0rB9h0jAsxmTNS+fkvcNCsFGEMdUQXmcK71DeVitiYQsvuxAIbdtMT9Zn13T46e0/yP3x9aOSDdit6X4oTF8pEAre+3AOH09dyO03nU9WZiq6jJezJU4pnv9vUzRq71TEw6WGy9hNYDsq2J9Rbx+eb//z7YFS6vAn8hMIUgoIRuhe3pF5i1axfsNWOnUpOaZcACEEZixGXudCtu78gJbWMJnf9LCKp6JmzFnFS29O5dLzT+LScSehJ/QlTBuP26DynKGJ0rrDu1+6zs6anUybtZiunUsYNKQ3om3Vf+zCYk5EyMfHkxeSnZVCaUUn7JbgITmFUghhRYL6fx74vjG0f/fBf3/0jS8syzKuuPQ70y+5aNycgQMHrxx28hl9V23aOWDG/Gnr/vLH37378qtvd+/Zo0ts9pwF2S0tLd6srHR1/XVX66UlufI///yZ7NEl3yuwicSUXdcYCXz6xeKK196aVLm9tg7LslVOTlawMC93V9Q0I5GYVdvUFGhasGDhhx6Pb044HOwEeAHTsmgCUoQQnduf8/+PFEB7OPoANqP5MZfyd27E4hEUf0IYrWi5tXCmgLKv4wQIG6EkkfRl2J463LX9EWYSB/QeD7Q7dg/9BD/gHWCmAFsnwi9wsRDBf4BMbP6ESQ0X4qYVRTGCFBQWBruQ1BFmI/eKDXz5jeoB/LpTp7IevXt2cwVDUTPQEghvr60VdTtrfUpqsm+PToX/mnBFUt+KIvlV8nBKgXAb7NxWy98ffZuRQ3ty+qg+aAqnocxxXvKUgJMC8DP989lkZ6ZR1r0zKhT+doXIhSAajfGnB15jwu3/P1IAsDsNMGvKXHweNz2/gTSAE2bXWLVmCzPnreH8MQNJzUh2StGONaRgy7Y6nnjxM0o75HDpuBGOfPG+3tevuLjZ17GsmMWcBcvZVd/M6aPiuf5vqBwyke6o3dHIpBmL6VPRifLuJdihyKETHKXANm1ipomUku/c+DdWratRnTrk2kIIWZCXKUYOLqP67WnUNgTYtqOR0cN6cO9vryYtKxUViSGlcISh9tJ3V7bCstu1x45zh2wFEVPa4SiELcL/fuIdU3N5ImPPHL2jS669+PW3Ph24ZNWWTj+/+Xx9xqZM4P9TCqA9Ej0DqvkHNmDwd27EJoId+xPWzlS0D5scvl6Xr+wEKAQQy1yMsasX0kw6JPLf/ve2J9rWmwKIxdfpEeI8TxQSjQjLuE9sONRj6Lp+ktfjfe7eP/9PuFuhVrpk6Qrd43Hh9/nIzsygV49ybGVbmcnomhbP732NFzMSs8hIT2Ls+cOxm1odAuAJYvz/i283EivYzIxUWgKtRJtacMVFgo6VCyCEwIzEKO/dhWdemUKgNURqVsrXXDp8TUhJsDXM069MJhqL8ZMbzsHn8zgRof1F3A7nFdYl27fUMn32InpWdHZW/Qmn8xuaG2yl0NwGazfVsKshgN/rcnoKfLWdIDWBW7pAEzx3349YsGS9SE9P0v78wGu89MZkwqEgV5w3mLLSItIzMijOz8Tljkc2Eyqp8RLd9k6WkKDvQ7RKAwwDmeQkcH13//Rs4hHLLIRW8b0rTpcKmDZnJZDZ9r3/fw4AOE7ABCWpEv9LikqlhAncCrRiRx/AqlFoHzU7kd7OyrGxhzQAlHSel+VCWp74Z0ftKmAFiiIEE4GfAD4UbpK+wh7GFOZnP/fmf6pSenVJ9whgRP9Oe5JthMApaOdrvZRCAKZFIBAiMy0F0TaRfPtXlicipBBkZ6WyZctOivIyD/6FbwGEEKhwhM7lHZk9cyEbNm6jvGf5MY/wSCEhFOG80wYwc+EazkxLwp/kPaJiOvuEAMu0een1qSxZuYmbrzqDovzMuLQuR94YS0kkHGHm9CWEQhEuOPsUhNQQpvWNiU8kqhxiMYu3Xp1Czc5Gzj9jEAXF2V+vKiTBQbIUKck+ThlagWlZPPP4r/jHPyZimhbjzz+VTz+fRW5OBi6va49oT6LccsWqTazbuJPigkzKOuXjdSfUgA8MsbsqSqAQQgoEgl7dOrB96e7t/n86AA4cWUabWWxkKyEKuR2IoGJPYu9UyI9adjsBB40ExMP/obxp6IFi9JaStkKvI4l2KTEX67EZB3wM3AwkoeFztPkOBSOH9vjVG4//PCc12b97/3uf7uG+/FISDkXYuqOebmWFEP3/EVY+IaEUuqFz2XnD+fujb/P7X1/5/0IPABITrg4KYqb5jfinUgrMcJTBJ/fm3bv+w9B+5fhT/Sjr6EYiZi9Yw9ufzGXc6YO57IIRu491NBYvmsa2rTV8MXMxwwb1orAoD6xvvuTRthVaqpdJn81n87Y6Lhs3gqzc9COjihmfQ3VNg2CYn37vvPjHijNOH87rb3yK22WQU5zPB+/PIBiKEmgNsXD5Rnp160DX0kJWr9/Ou5/Np6ExQO9uJYwc1oMpM5exav12R8LctonFTM44pS+nDOn+ZZEkBY++8BENTa106nt+28dCtdMrra6uPrwL/S/+i//iv/gv/ov/4rhHZWXl4ZW8/xf/xX/xX/wX/8V/cWLi/wBrBJYZo/67+AAAAABJRU5ErkJggg==\"/></center>\n",
                "</div>"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "ead0d413",
            "metadata": {},
            "source": [
                "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts).  \n",
                "\n",
                "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/).  \n",
                "\n",
                "<sub> In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction </sub>\n",
                "\n",
                "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)."
            ]
        },
        {
            "cell_type": "markdown",
            "id": "e0ed2744",
            "metadata": {},
            "source": [
                "## Retrieve Data\n",
                "This product takes in input one of these 4 parameters:\n",
                "\n",
                "* [Significant wave height of at least 2 m](https://apps.ecmwf.int/codes/grib/param-db/?id=131074)\n",
                "* [Significant wave height of at least 4 m](https://apps.ecmwf.int/codes/grib/param-db/?id=131075)\n",
                "* [Significant wave height of at least 6 m](https://apps.ecmwf.int/codes/grib/param-db/?id=131076)\n",
                "* [Significant wave height of at least 8 m](https://apps.ecmwf.int/codes/grib/param-db/?id=131077)\n",
                "\n",
                "These are already calculated probabilities, so no need to download all ensemble members."
            ]
        },
        {
            "cell_type": "markdown",
            "id": "96f51623-95e0-41aa-b9d5-a80d3c3fde06",
            "metadata": {},
            "source": [
                "In this example, we will use: \n",
                "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n",
                "- [**ecmwf.data**](https://github.com/ecmwf/ecmwf-data) library to read and process the data \n",
                "- [**magpye**](https://magpye.readthedocs.io) to plot the result"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448",
            "metadata": {},
            "source": [
                "First we need to install them in the current Jupyter kernel:  \n",
                "<div class=\"alert alert-block alert-info\">\n",
                "<b>Note:</b> If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n",
                "</div>\n",
                "<div class=\"alert alert-block alert-info\">\n",
                "<b>Note:</b> If you don't have these libraries installed, click on three dots below, uncomment the code and run the next cell.\n",
                "</div>"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 1,
            "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd",
            "metadata": {
                "jupyter": {
                    "source_hidden": true
                },
                "tags": []
            },
            "outputs": [],
            "source": [
                "#!pip install ecmwf-data ecmwf-opendata magpye"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 1,
            "id": "4395a25e",
            "metadata": {},
            "outputs": [],
            "source": [
                "import ecmwf.data as ecdata\n",
                "from magpye import GeoMap\n",
                "from ecmwf.opendata import Client"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 2,
            "id": "7c429eff",
            "metadata": {},
            "outputs": [],
            "source": [
                "client = Client(\"ecmwf\", beta=True)"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 3,
            "id": "db6fd2e8",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/plain": [
                            "'medium-swh-long-probability.grib'"
                        ]
                    },
                    "execution_count": 3,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "parameters = ['swhg2', 'swhg4', 'swhg6', 'swhg8']\n",
                "filename = 'medium-swh-long-probability.grib'\n",
                "filename"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "5e9a3248-51d5-4983-95ab-e529b3f1f1f4",
            "metadata": {},
            "source": [
                "This product is available for the steps 0 - 360 by 12.\n",
                "\n",
                "Setting date to 0 will download today's data. \n",
                "Removing date and time altogether from the request will download the latest data.  \n",
                "Try commenting out date and time to download latest forecast!"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 4,
            "id": "51a980a6",
            "metadata": {},
            "outputs": [
                {
                    "name": "stderr",
                    "output_type": "stream",
                    "text": [
                        "                                                                \r"
                    ]
                },
                {
                    "data": {
                        "text/plain": [
                            "<ecmwf.opendata.client.Result at 0x7faaa1ae5160>"
                        ]
                    },
                    "execution_count": 4,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "steps=list(range(240,366,12))\n",
                "\n",
                "client.retrieve(\n",
                "    date=-1,\n",
                "    time=0,\n",
                "    step=steps,\n",
                "    stream=\"waef\",\n",
                "    type='ep',\n",
                "    levtype=\"sfc\",\n",
                "    param=parameters,\n",
                "    target=filename\n",
                ")"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "65f5dd51",
            "metadata": {},
            "source": [
                "## Reading and processing the data\n",
                "Now we can use **ecmwf.data** to read the file."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 5,
            "id": "5e7ceda3",
            "metadata": {},
            "outputs": [],
            "source": [
                "data = ecdata.read(filename)"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "cfc536bc",
            "metadata": {},
            "source": [
                "The **describe()** function will give us the overview of the dataset.  "
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 6,
            "id": "61e65089",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": [
                            "  \n",
                            "                <table>\n",
                            "                <tr><th>parameter</th><th>typeOfLevel</th><th>level</th><th>date</th><th>time</th><th>step</th><th>number</th><th>paramId</th><th>class</th><th>stream</th><th>type</th><th>experimentVersionNumber</th></tr>\n",
                            "                <tr><th style='text-align: right;'>swhg2</th><td style='text-align: left;'>meanSea</td><td style='text-align: left;'>0</td><td style='text-align: left;'>20220427</td><td style='text-align: left;'>0</td><td style='text-align: left;'>240,252,...</td><td style='text-align: left;'>None</td><td style='text-align: left;'>131074</td><td style='text-align: left;'>od</td><td style='text-align: left;'>waef</td><td style='text-align: left;'>ep</td><td style='text-align: left;'>0001</td></tr><tr><th style='text-align: right;'>swhg4</th><td style='text-align: left;'>meanSea</td><td style='text-align: left;'>0</td><td style='text-align: left;'>20220427</td><td style='text-align: left;'>0</td><td style='text-align: left;'>240,252,...</td><td style='text-align: left;'>None</td><td style='text-align: left;'>131075</td><td style='text-align: left;'>od</td><td style='text-align: left;'>waef</td><td style='text-align: left;'>ep</td><td style='text-align: left;'>0001</td></tr><tr><th style='text-align: right;'>swhg6</th><td style='text-align: left;'>meanSea</td><td style='text-align: left;'>0</td><td style='text-align: left;'>20220427</td><td style='text-align: left;'>0</td><td style='text-align: left;'>240,252,...</td><td style='text-align: left;'>None</td><td style='text-align: left;'>131076</td><td style='text-align: left;'>od</td><td style='text-align: left;'>waef</td><td style='text-align: left;'>ep</td><td style='text-align: left;'>0001</td></tr><tr><th style='text-align: right;'>swhg8</th><td style='text-align: left;'>meanSea</td><td style='text-align: left;'>0</td><td style='text-align: left;'>20220427</td><td style='text-align: left;'>0</td><td style='text-align: left;'>240,252,...</td><td style='text-align: left;'>None</td><td style='text-align: left;'>131077</td><td style='text-align: left;'>od</td><td style='text-align: left;'>waef</td><td style='text-align: left;'>ep</td><td style='text-align: left;'>0001</td></tr>\n",
                            "                </table>"
                        ],
                        "text/plain": [
                            "<IPython.core.display.HTML object>"
                        ]
                    },
                    "execution_count": 6,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "data.describe()"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "c2bddc76-50ea-44cc-8728-506be1232235",
            "metadata": {},
            "source": [
                "And an overview of one parameter, where we can see more information, such as units or type of level."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 7,
            "id": "9ac51194-5380-470a-83ba-1d351c2cfeca",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": [
                            "  \n",
                            "                <table>\n",
                            "                <tr></tr>\n",
                            "                <tr><th style='text-align: right;'>shortName</th><td style='text-align: left;'>swhg4</td></tr><tr><th style='text-align: right;'>name</th><td style='text-align: left;'>Significant wave height of at least 4 m</td></tr><tr><th style='text-align: right;'>paramId</th><td style='text-align: left;'>131075</td></tr><tr><th style='text-align: right;'>units</th><td style='text-align: left;'>%</td></tr><tr><th style='text-align: right;'>typeOfLevel</th><td style='text-align: left;'>meanSea</td></tr><tr><th style='text-align: right;'>level</th><td style='text-align: left;'>0</td></tr><tr><th style='text-align: right;'>date</th><td style='text-align: left;'>20220427</td></tr><tr><th style='text-align: right;'>time</th><td style='text-align: left;'>0</td></tr><tr><th style='text-align: right;'>step</th><td style='text-align: left;'>240,252,264,276,288,300,312,324,336,348,360</td></tr><tr><th style='text-align: right;'>number</th><td style='text-align: left;'>None</td></tr><tr><th style='text-align: right;'>class</th><td style='text-align: left;'>od</td></tr><tr><th style='text-align: right;'>stream</th><td style='text-align: left;'>waef</td></tr><tr><th style='text-align: right;'>type</th><td style='text-align: left;'>ep</td></tr><tr><th style='text-align: right;'>experimentVersionNumber</th><td style='text-align: left;'>0001</td></tr>\n",
                            "                </table>"
                        ],
                        "text/plain": [
                            "<IPython.core.display.HTML object>"
                        ]
                    },
                    "execution_count": 7,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "data.describe('swhg4')"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "6c03429c",
            "metadata": {},
            "source": [
                "We can use **ls()** function to list all the fields in the file we downloaded."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 8,
            "id": "f955b02e",
            "metadata": {
                "scrolled": true,
                "tags": []
            },
            "outputs": [
                {
                    "data": {
                        "text/html": [
                            "<div>\n",
                            "<style scoped>\n",
                            "    .dataframe tbody tr th:only-of-type {\n",
                            "        vertical-align: middle;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe tbody tr th {\n",
                            "        vertical-align: top;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe thead th {\n",
                            "        text-align: right;\n",
                            "    }\n",
                            "</style>\n",
                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: center;\">\n",
                            "      <th></th>\n",
                            "      <th>centre</th>\n",
                            "      <th>shortName</th>\n",
                            "      <th>typeOfLevel</th>\n",
                            "      <th>level</th>\n",
                            "      <th>dataDate</th>\n",
                            "      <th>dataTime</th>\n",
                            "      <th>stepRange</th>\n",
                            "      <th>dataType</th>\n",
                            "      <th>number</th>\n",
                            "      <th>gridType</th>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>Message</th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>0</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg2</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>240</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>1</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg4</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>240</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>2</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg6</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>240</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>3</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg8</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>240</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>4</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg6</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>312</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>5</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg4</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>312</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>6</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg4</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>252</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>7</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg6</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>324</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>8</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg6</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>252</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>9</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg8</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>264</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>10</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg4</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>348</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>11</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg2</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>276</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>12</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg6</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>336</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>13</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg8</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>252</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>14</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg2</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>312</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>15</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg6</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>276</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>16</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg2</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>252</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>17</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg4</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>336</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>18</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg4</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>288</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>19</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg4</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>300</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>20</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg2</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>348</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>21</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg6</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>300</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>22</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg2</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>300</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>23</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg8</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>276</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>24</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg6</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>288</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>25</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg6</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>348</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>26</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg2</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>324</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>27</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg2</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>264</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>28</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg2</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>360</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>29</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg8</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>300</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>30</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg6</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>264</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>31</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg8</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>348</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>32</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg4</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>276</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>33</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg2</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>336</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>34</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg8</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>336</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>35</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg8</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>324</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>36</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg8</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>312</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>37</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg2</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>288</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>38</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg4</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>360</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>39</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg6</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>360</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>40</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg4</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>264</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>41</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg8</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>360</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>42</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg4</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>324</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>43</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>swhg8</td>\n",
                            "      <td>meanSea</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20220427</td>\n",
                            "      <td>0</td>\n",
                            "      <td>288</td>\n",
                            "      <td>ep</td>\n",
                            "      <td>None</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "        centre shortName typeOfLevel  level  dataDate  dataTime stepRange  \\\n",
                            "Message                                                                     \n",
                            "0        ecmf     swhg2     meanSea     0    20220427      0        240     \n",
                            "1        ecmf     swhg4     meanSea     0    20220427      0        240     \n",
                            "2        ecmf     swhg6     meanSea     0    20220427      0        240     \n",
                            "3        ecmf     swhg8     meanSea     0    20220427      0        240     \n",
                            "4        ecmf     swhg6     meanSea     0    20220427      0        312     \n",
                            "5        ecmf     swhg4     meanSea     0    20220427      0        312     \n",
                            "6        ecmf     swhg4     meanSea     0    20220427      0        252     \n",
                            "7        ecmf     swhg6     meanSea     0    20220427      0        324     \n",
                            "8        ecmf     swhg6     meanSea     0    20220427      0        252     \n",
                            "9        ecmf     swhg8     meanSea     0    20220427      0        264     \n",
                            "10       ecmf     swhg4     meanSea     0    20220427      0        348     \n",
                            "11       ecmf     swhg2     meanSea     0    20220427      0        276     \n",
                            "12       ecmf     swhg6     meanSea     0    20220427      0        336     \n",
                            "13       ecmf     swhg8     meanSea     0    20220427      0        252     \n",
                            "14       ecmf     swhg2     meanSea     0    20220427      0        312     \n",
                            "15       ecmf     swhg6     meanSea     0    20220427      0        276     \n",
                            "16       ecmf     swhg2     meanSea     0    20220427      0        252     \n",
                            "17       ecmf     swhg4     meanSea     0    20220427      0        336     \n",
                            "18       ecmf     swhg4     meanSea     0    20220427      0        288     \n",
                            "19       ecmf     swhg4     meanSea     0    20220427      0        300     \n",
                            "20       ecmf     swhg2     meanSea     0    20220427      0        348     \n",
                            "21       ecmf     swhg6     meanSea     0    20220427      0        300     \n",
                            "22       ecmf     swhg2     meanSea     0    20220427      0        300     \n",
                            "23       ecmf     swhg8     meanSea     0    20220427      0        276     \n",
                            "24       ecmf     swhg6     meanSea     0    20220427      0        288     \n",
                            "25       ecmf     swhg6     meanSea     0    20220427      0        348     \n",
                            "26       ecmf     swhg2     meanSea     0    20220427      0        324     \n",
                            "27       ecmf     swhg2     meanSea     0    20220427      0        264     \n",
                            "28       ecmf     swhg2     meanSea     0    20220427      0        360     \n",
                            "29       ecmf     swhg8     meanSea     0    20220427      0        300     \n",
                            "30       ecmf     swhg6     meanSea     0    20220427      0        264     \n",
                            "31       ecmf     swhg8     meanSea     0    20220427      0        348     \n",
                            "32       ecmf     swhg4     meanSea     0    20220427      0        276     \n",
                            "33       ecmf     swhg2     meanSea     0    20220427      0        336     \n",
                            "34       ecmf     swhg8     meanSea     0    20220427      0        336     \n",
                            "35       ecmf     swhg8     meanSea     0    20220427      0        324     \n",
                            "36       ecmf     swhg8     meanSea     0    20220427      0        312     \n",
                            "37       ecmf     swhg2     meanSea     0    20220427      0        288     \n",
                            "38       ecmf     swhg4     meanSea     0    20220427      0        360     \n",
                            "39       ecmf     swhg6     meanSea     0    20220427      0        360     \n",
                            "40       ecmf     swhg4     meanSea     0    20220427      0        264     \n",
                            "41       ecmf     swhg8     meanSea     0    20220427      0        360     \n",
                            "42       ecmf     swhg4     meanSea     0    20220427      0        324     \n",
                            "43       ecmf     swhg8     meanSea     0    20220427      0        288     \n",
                            "\n",
                            "        dataType number   gridType   \n",
                            "Message                              \n",
                            "0          ep     None   regular_ll  \n",
                            "1          ep     None   regular_ll  \n",
                            "2          ep     None   regular_ll  \n",
                            "3          ep     None   regular_ll  \n",
                            "4          ep     None   regular_ll  \n",
                            "5          ep     None   regular_ll  \n",
                            "6          ep     None   regular_ll  \n",
                            "7          ep     None   regular_ll  \n",
                            "8          ep     None   regular_ll  \n",
                            "9          ep     None   regular_ll  \n",
                            "10         ep     None   regular_ll  \n",
                            "11         ep     None   regular_ll  \n",
                            "12         ep     None   regular_ll  \n",
                            "13         ep     None   regular_ll  \n",
                            "14         ep     None   regular_ll  \n",
                            "15         ep     None   regular_ll  \n",
                            "16         ep     None   regular_ll  \n",
                            "17         ep     None   regular_ll  \n",
                            "18         ep     None   regular_ll  \n",
                            "19         ep     None   regular_ll  \n",
                            "20         ep     None   regular_ll  \n",
                            "21         ep     None   regular_ll  \n",
                            "22         ep     None   regular_ll  \n",
                            "23         ep     None   regular_ll  \n",
                            "24         ep     None   regular_ll  \n",
                            "25         ep     None   regular_ll  \n",
                            "26         ep     None   regular_ll  \n",
                            "27         ep     None   regular_ll  \n",
                            "28         ep     None   regular_ll  \n",
                            "29         ep     None   regular_ll  \n",
                            "30         ep     None   regular_ll  \n",
                            "31         ep     None   regular_ll  \n",
                            "32         ep     None   regular_ll  \n",
                            "33         ep     None   regular_ll  \n",
                            "34         ep     None   regular_ll  \n",
                            "35         ep     None   regular_ll  \n",
                            "36         ep     None   regular_ll  \n",
                            "37         ep     None   regular_ll  \n",
                            "38         ep     None   regular_ll  \n",
                            "39         ep     None   regular_ll  \n",
                            "40         ep     None   regular_ll  \n",
                            "41         ep     None   regular_ll  \n",
                            "42         ep     None   regular_ll  \n",
                            "43         ep     None   regular_ll  "
                        ]
                    },
                    "execution_count": 8,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "data.ls()"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "51d4b715-40df-4b41-a9a7-8459a9c5f613",
            "metadata": {},
            "source": [
                "In this example we will calculate the probability for significant wawe height greater than 4 m for the whole period between day 10 and 15."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 9,
            "id": "4cc99a54-01e0-46eb-af53-b64fda70e042",
            "metadata": {},
            "outputs": [],
            "source": [
                "swhg4 = data.select(shortName = 'swhg4')"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 10,
            "id": "2d9df96d-578f-4037-9451-a361b5f384c0",
            "metadata": {},
            "outputs": [],
            "source": [
                "long_prob = ecdata.mean(swhg4)"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "d48c59e5",
            "metadata": {},
            "source": [
                "## Plotting the data\n",
                "And finally, we can plot the data on the map. "
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 11,
            "id": "03f7aa46",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "image/png": 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\n",
                        "text/plain": [
                            "<IPython.core.display.Image object>"
                        ]
                    },
                    "execution_count": 11,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "fig = GeoMap(area_name='europe')\n",
                "\n",
                "fig.coastlines(land_colour=\"cream\",resolution=\"medium\")\n",
                "fig.contour_shaded(long_prob, style=\"probability_blue\")\n",
                "\n",
                "fig.coastlines(resolution=\"medium\")\n",
                "fig.gridlines()\n",
                "\n",
                "fig.title([\"Probabilities (Day 10-15): significant wave height > 4 m\", \n",
                "           \"START TIME: <grib_info key='base-date' format='%a %d %B %Y %H'/>\",\n",
                "           \"VALID TIME: <grib_info key='valid-date' format='%a %d %B %Y %H' />, STEP: <grib_info key='step'/>\"])\n",
                "fig.legend()\n",
                "fig.footer(\"© European Centre for Medium-Range Weather Forecasts (ECMWF) Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use (https://apps.ecmwf.int/datasets/licences/general/)\", logo='ecmwf')\n",
                "\n",
                "fig.show()"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "ea69aa8f-33ac-4220-a3fe-07db32e164a4",
            "metadata": {},
            "source": [
                "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data.  \n",
                "Open data is on 0.4x0.4 resolution, while high resolution data is 0.1x0.1 grid."
            ]
        }
    ],
    "metadata": {
        "kernelspec": {
            "display_name": "Python 3 (ipykernel)",
            "language": "python",
            "name": "python3"
        },
        "language_info": {
            "codemirror_mode": {
                "name": "ipython",
                "version": 3
            },
            "file_extension": ".py",
            "mimetype": "text/x-python",
            "name": "python",
            "nbconvert_exporter": "python",
            "pygments_lexer": "ipython3",
            "version": "3.8.13"
        }
    },
    "nbformat": 4,
    "nbformat_minor": 5
}