From 976d8820ba12ffeb4579b33aba6b5b5e59bf1857 Mon Sep 17 00:00:00 2001 From: Albert Kottke Date: Wed, 3 Jul 2024 10:17:50 -0700 Subject: [PATCH] Updated examples. --- examples/example-01.ipynb | 10 +- examples/example-02.ipynb | 486 +++---- examples/example-03.ipynb | 776 +++++------ examples/example-04.ipynb | 2 +- examples/example-05.ipynb | 260 ++-- examples/example-06.ipynb | 4 +- examples/example-07.ipynb | 454 +++---- examples/example-08.ipynb | 2305 ++++++++++++++++---------------- examples/example-09.ipynb | 580 ++++----- examples/example-10.ipynb | 272 ++-- examples/example-11.ipynb | 19 +- examples/example-12.ipynb | 820 ++++++------ examples/example-13.ipynb | 444 +++---- examples/example-14.ipynb | 2610 ++++++++++++++++++------------------- examples/example-15.ipynb | 4 +- 15 files changed, 4537 insertions(+), 4509 deletions(-) diff --git a/examples/example-01.ipynb b/examples/example-01.ipynb index cdd93f7..7dcf65a 100644 --- a/examples/example-01.ipynb +++ b/examples/example-01.ipynb @@ -124,7 +124,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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", 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", 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" ] @@ -309,7 +309,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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", + "image/png": 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", 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", + "image/png": 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THunljYqaWvxyqen5e4mIWoNDDogMTHxWCd7/LR5/XstBlVIFTztzTOnlhX8O7mjwT97HpBfDWCags5uV1FHoLw+FueP1XXHYfDYN03r7SB2HiAwU79De5fPPP0f37t1hYmIChUIhdRyiFtt2/ibGfXoEv1+5hR4+9ogM9wAAfPz7dUz8/BiyiyslTqhdsRlF6OxqDTNjwy7u+sRaboKxoe44n1qIhOwSqeMQkYFiob2Lp6cnXn/9dURGRkodhajFdl/KwIubo+FqI8fOZ/pj45wH8PG07vhj4RAsGNEZ8bdKMG3VSRQb6FjG3NIqZBZVanxBBWq9Kb28AADbzqdLnISIDBUL7V0mTZqE8ePHw9aW4+9IvyRkl2DhlktwtjbD5n/2RZiXXd17JkYyPD+iE5aOC0JibhkWbok2yHG1/1shjP//6prefg7wsJVj58UMqFSGd+0RkfR0rtCWlJRg0aJFGDVqFJydnSEIQqM//i8tLcULL7wADw8PyOVyhIeHY9OmTW0bmEhiKpWI/9t6GVXKWnwxowc87cwb3O+pAf54KMwdv8bewp7LWW2cUvti0rW3Qhi1jkwmYHy4B9ILK3AutUDqOERkgHSu0Obl5WHVqlWoqqq674/+o6KisG7dOixbtgx79+5FREQEpk+fjg0bNrRNWCId8NP5mziXUoCZff3Q29+h0f0EQcDyCcGwNTfBG7vjUF6tbMOU2heTXgSZAAS5W0sdhRowsZsnAGDHBQ47ICLN07lC6+vri4KCAhw+fBgrVqxodL89e/Zg//79WLlyJebOnYuhQ4fi66+/xsiRI7Fw4ULU1tbW7Tt8+HDI5fIGX4sXL1Y7a3Z2NmJjY+u9EhIS1D4eUUtVKWvx8f5rsLcwwYujOt93f0crMywY0QlZxZVYfzKlDRK2nZiMInR0toKFKSdv0UVB7tbo7GqFXy5nolqpkjoOERkYnSu0giA0a83v7du3w8rKClOmTKm3ffbs2cjIyMCpU6fqth04cACVlZUNvpoqzfezcuVKhISE1HvxgTJqS5vPpCGjqBL/HNwRNnKTZn1meh8fuNvK8dXhRIO5S1tUXoO0/AqOn9VhgiBgYrgnCstr8Oe1HKnjEJGB0blC21wxMTEICgqCsXH9uzFhYWF177eUUqlEZWUlamtr6/13Y+bPn4+YmJh6rx07drT4vETqqFWJWH00CQ6WppjZ16/ZnzMzNsL8IR2RV1aNrQby1Hlsxp3xs5zhQJdN/GsauR0XDeO6IyLdobeFNi8vDw4O944XvLMtLy+vxcd88803YW5ujrVr1+Ktt96Cubk5vv/++0b3d3FxQXBwcL1XQEBAi89LpI6DV7ORkleOR/v4wNy0ZfOuRvXwgrXcGN8dTzaIGQ+ib94utLxDq9u87C0Q4WeP36/cQmmVYfx0gIh0g94WWgBNDk1ozrCFv1MoFBBFsd7riSeeaEVCIu359mgSTIwEPPaAb4s/a2lmjKm9vHE9uxTHb7T8H3+65kxyPkyMBHS7a7oy0k0Twz1RWaPCrzGGN9MGEUlHbwuto6Njg3dh8/PzAaDBu7fapFAoIAgCQkJC2vS81D7FZRTjRGIeHgrzgKuNXK1jzOzrB0EA1h5P1my4NlarEnEmOR9hXnYtvlNNbW9cqDtMjARsPX9T6ihEZED0ttCGhobiypUrUCrr/9jq8uXLANDmxfLO3V11xu4StdSaY0kAgCf7+6t9DB9HCwwPdMHvV24hLb9cU9Ha3NWsYpRUKpucsox0h72lKUYFu+H4jTyk5JVJHYeIDITeFtpJkyahtLQUW7durbd93bp18PDwQJ8+fSRKRtR8ybllOH4jF+mFFc3+TG5pFXZezECEnz1CvVo3ZnRWPz+IIvDdieRWHUdKpxJv/1SGhVZ/TIvwBgBsOpMmcRIiMhQ6OWHj3r17UVZWhpKSEgBAXFwcfvrpJwDA2LFjYWFhgTFjxmDkyJGYN28eiouLERAQgI0bN2Lfvn1Yv349jIz4o0fSXWn55Vj4UzRO/lXGBAF4sKsb/hMVCgdL0yY/+8PJVFTXqjC7FXdn7xgQ4IROLlbYdCYNL4zoDEuzpr8llFUpcSwhF6bGMvTr6ARTY+n/Tbw/7hZMjWWI8GOh1Rf9OzrB19ECm06n4rlhnThUhIhaTScL7bx585CS8r9J37ds2YItW7YAAJKSkuDn5wcA2LZtG5YsWYLXXnsN+fn5CAwMxMaNGzFt2rQ2z6xQKLB8+fI2Py/pn9iMIsz4+hSKKmowqbsnwr3tcOR6DvbFZuFyehF+nPsAvOwtGvxsRXUtvjuRDE87c4zq6trqLIIgYHZ/f7yy/TK2nr/Z5PRfh+KzsXBLNHJLqwEAXVytsfKxHujobNXqHOrKLqnEqaQ8jOzqCqv7lHHSHTKZgCf7+2PZz7HYev6mWg82EhHdTRANYc4eHRIbG4uQkBDExMQgODhY6jikY9ILKzDhs6MoqVLiv4/2wPCg/5XSTadT8fK2y+jgbImf/tmvwTu1a44lYfmuOCyfEIxZ/fw0kqmiuhZ93z4AewtTHHhxMGSye2cIOXj1FuZ+fw6WZsZ4dmgACsqr8eXhRHjZm2PH/P6wv89d5ZYorqzBDydTsedyJpJzy2BjboKBnZwwZ1AHdPhbef7uRDJe2xmLT6aFY2K4p8YykPaVVSnR7+2DsJYb48BLg2FmzLu0RHSbOl1K+p8XErUT1UoV5v9wHnll1fh0Wvd6ZRYApvX2wbLxXZGYU4Yn1565ZxWv0iolvjx8A05WZpj61xhETTA3NcL03j5Iyi3DH9ey73n/+q0S/GvDBVjLTfDjnL54emAHLHwwEIoJwUjJK4diV6xGcoiiiD2XMzHig8N4Z99V3CwoR4inLSxMjbDpTBrGfHIEq48kolZ1+9/glTW1+OpwIqzNjO/5vSTdZ2lmjHlDOuJmQQV+OJkqdRwi0nMstERtZNWfNxCdVoi5gztgdIhbg/vM7u+P+UM64mJaIf614QKUtf9b8/6j/ddwq7gKL4zoBLmJZu9mzezrC1NjGd7dF1/vnEUVNZjz/TlUKlX4YkYPdHGzrnvv8Qd8MbSLM3ZezMC5lIJWnb+iuhbPbbqI+T+cR5VShRVRoTj1yghsnPMA9r84GD/OeQDutnK8+csVTPnyOI4l5GL5rjikF1bg+RGdONxATz3Rzw/utnJ89Pu1Fj0YSUT0dyy0RG0gKbcMnx5MQEdnS7w4snOT+y58sAuienjiwNVsPP3dWSTnlmHNsSR8czQJ4d52mNHbR+P53G3NMWdgB1zNKsHXR25PCVZRXYt5688hKbcMrz3UFX07Ot7zuaUPdYWxTMD7v8arfe70wgpM/vI4dkVnYFRXVxx4aTCm9/ap98BZnw6O2Pv8IDzZ3x8X0wrx6OpT2Hg6FeHedi1a9pd0i9zECP+ZFIqSSiUW/HgRVcrGlxonImoKb2toCB8Ko8aIoogl2y+jWqnCfyaF3nesoCAIeOfhMBgJAracu4kh8X8AAHwdLbDy0R4NjnHVhPlDO2JPTCbe2XcVqfnliE4rRFxmMR5/wBcz+zb80E5HZys8FOaOHRczEJNe1OKlZ5NyyzB91UlkFVfixZGd8ezQgEa/PnNTI7w2viseifDCH/E5cLAwRVQPTxgb8d/l+mxooAue6OeHtceT8fzGi/h4WrjGfwJBRIaPD4VpGB8Ko7/beu4mXtoSjWkR3nj74bBmf04URRyKz8b+uFvwsrfA1AhvOFmZaTEpkFVUiZnfnsK1W6UwNZbh6QH++PeoLk2W6NiMIoz79CjGd/PAZ9O7N/tciTmlmP71SeSWVuPDR7rxoa52rFYl4oUfL2JXdAZCPW3x0dRwBLhIN3sGEUlLnS7FO7REWpRfVo03f4mDk5UpFo8JatFnBUHAsEBXDAtsuwee3Gzl+PWFQUjKLYOtuQkcm1Gggz1sMSDACXsuZ2LRg13g7dDwlGN3yympwqOrTyG3tBqfTAvHQ2EemohPespIJuCTqeHwd7TAZ4cSMO7TI1j4YBfM7u8PIy39RIKIDAt/VkekRW/+EoeC8hq8+lBX2FqYSB2nWQRBQAdnq2aV2TvmDOqAWpWIb/9akrcpyloV/rXxPDKLKvHOw2EsswTg9ty0L47qgi1z+9Y9ADh91UlkFVVKHY2I9AALLZGWHLmeg23n0zG4szMmdDPs0jawkxMC3azx45k0FJXXNLnvu7/G42RiPmb19cXknl5tlJD0RS8/B+x5fiCe6OeH08n5mPzlcaTll0sdi4h0HAstkRZUVNdiyfYYmJsY4c3IEAiCYf/YVBAEzBnUAeXVtVh/KqXR/fZczsSqPxPRw8cOS8Z1bcOEpE8sTI2hmBCMdyeHIb2wArPWnEZhebXUsYhIh7HQaohCoYAgCAgJCZE6CumA93+LR2p+OV4a1blZY0oNwfhuHnC3lWPNsSSUVSnveT8huwQLt0TDycoUKx/tWW9aLqKGPNLLG6+Ou73YyL+3RIPPMBNRY/g3ioYoFAqIooiYmBipo5DEDl69hW+OJqG7jx2e0NDytPrAxEiGZ4cFILe0Gl8fSaz3XkllDeb+tUDDZ9N7wM1WLlFK0jez+/thYrgHfr+SjY2n06SOQ0Q6ioWWSIMyiyrw0uZo2MiN8dn07u1ujtSpvbzRwdkSXx6+gbiMYgD/W/L3Rk4ZXh4d2OACDUSNEQQBb0SGwN1Wjrf3XkFeaZXUkYhIB7Wvv22JtKiyphbPbriAgvIavDelG7zs28dQg7sZG8nw/pRuqFWJeHLtGaw+kohHvjqBI9dzMb23D54e6C91RNJDNnITLBkXhOJKJd7/Tf1V6YjIcLHQEmmASiXipS3ROJdSgLmDOuDBYDepI0mmh4893pvcDSWVNXjzlyu4mFaIuYM74I2JwQb/cBxpz7hQd/Tt4IhNZ9IQnVYodRwi0jFcWIFIA979NR6/XMrEmBA3/N/oQKnjSC6yuycGdnJC9M1CBDhbw8ex/d2tJs0SBAHLJwZjzCdHoNgVi23z+vEfSERUh3doNYSzHLRfW86m4cvDNxDubYePpoY3uUxse+JoZYZhga4ss6QxnV2t8fgDvriQWog9l7OkjkNEOoSFVkM4y0H7dCY5H69svwwPWzm+ntkLchMjqSMRGbTnhneCtZkx3tl3FVXKWqnjEJGO4JADkpQoisguqUJybhlySqtQVFEDUQRkggAHSxM4WpnB0dIUXvYWOjdv6a3iSsz9/hxMjGRYPSsCztbNXyqWiNTjYGmK+UMD8M6+q/j+RAqeHthB6khEpANYaKnN1KpEJOWWIS6zGLEZRYjLKEZcRjHyyu6/ApCxTIC/kyU6u1kj1NMWfTs4IsTTFkYS/XhfFEUs/OkS8suqsfLRHujqYSNJDqL2aHZ/P6w/mYLPDiZgck8v2FmYSh2JiCTGQktao1KJiL5ZiEPxOTiWkIu4jGJU1PzvR4RmxjIEutvgwRA3dHS2gou1GewsTCATBChVIgrKqpFXVo3skkok5pTh2q0S7LmciV8uZQIAHC1NMTHcE49EeCHQrW0L5Y6L6fjzWg4m9/TC2FD3Nj03UXsnNzHCwge74IUfL+LzgwlY+hCXUSZq71hoSeNEUcTuS5n45MB1JGSXAgCs5cbo4WuHYA9bdHW3QbCHDfydLFu88EB5tRIXUgtx/EYu9l7OwrfHkvDtsSSM6uqKVx/q2ibLzJZWKbFiz1XYW5jg1XH8i5RIChO6eeCbo0lYdyIZ03r7IMDFSupIRCQhFlrSqPyyary4+SL+iM+BtZkxnhrgjzEhbgj3ttPIqlkWpsboH+CE/gFO+PeoLjifWoBVfybi19hbOHI9F29GhuDhnl4a+Eoat+54MrJLqvBGZAhsLUy0ei4iaphMJkAxIRiTvzyOJdsvY9OcBziNF1E7xkJLGnMupQDPbjiPzKJKRPXwxNJxXeFgqb2xbYIgoKevA7563AHHEnLx7y3ReGlLNJJyy/DSqM5a+cutrEqJ1UcS4Wlnjqm9vDV+fCJqvp6+9pje2wcbTqVi6/l0TNbyP2aJSHfp1mPjeqw9z0MriiJWH0nE1K9OoKC8Gu9NDsOHj4Rrtcz+Xf8AJ+z61wB087bD54cS8NHv17Vyni1n01BQXoN/Dumoc7MuELVH//dgIJysTPHWL3HIb8YDpkRkmPg3soa013lobxaU4x/fncWbv1yBj6MFdj4zAFMkunPpZGWGH57ugzAvW3x64Dq2X7ip0eOLooj1p1JhIzfG5B68E0SkC2wtTPDqQ11RUF6D5btipY5DRBJhoaUWK66swd7LmVjw40UMe/8wfr+SjYnhHvj52QHo4mYtaTYrM2OsntULbjZyLNkeg8ScUo0d+3RSPhKySzG5pzfMTbmAApGumNDNAyOCXLDzYgb2x92SOg4RSYBjaKlZKmtqse18OnZcTMf5lAIoVSIAoLefA/41PAADOzlLnPB/XKzl+GhqOGasPolFP13C5rl9NbIc7U/nbt/xndGHY2eJdIkgCHgzMhSnkg5jyfbL6O3vAFtzPrBJ1J6w0NJ9XUgtwAs/XkRKXjnMTYwwpIszBndxwZDOzm0yTZY6+nZ0xOMP+OK7Eyn46fxNPNLKYRCVNbXYF5OFEE8bBLhIexeaiO7lZivHq+O6YtHWS3hzdxzem9JN6khE1IZYaKlJ51LyMfOb06gVRSweE4hHH/CFlZl+XDYvjeqCPZcz8cFv8ZjQzQNyE/WHCfwRn42SKiUmdvPUYEIi0qQpvbyw61IGtpy7iQnhHjr1kyMi0i6OoaVG5ZdV45/rz0MEsP6pPpg7uKPelFkAsDU3wbwhAbhVXIX1J1Nadaw9l7MAAOPCuCoYka4SBAErokIhN5Fh2c+xqFaqpI5ERG2EhZYa9drOGOSUVOGtSSHo5ecgdRy1PNrHB642Zlj1Z6Laf7nV1KpwKD4b3bxs4WFnruGERKRJXvYWmD8kAIk5ZfjuRLLUcYiojbDQUoPOpxZg96VMjAhyQWS4/v6YXW5ihCf6+SO7pAq7L2WodYxTifkoqVRiZFdXDacjIm2YM6gDvOzN8cnv15FTUiV1HCJqAyy0dA9RFLFizxUYyQS8PCZI75eTnNHbB+YmRlhzLFmtz/9+5fY0QCO7umkwFRFpi9zECEvHdUVJlRIf7r8mdRwiagMstHSP/XG3cCa5ANMivBHgYiV1nFaztTBBZHdPXE4vQkx6UYs//+e1HHjYytHZVf9/L4jaiweDXRHhZ48tZ9OQmlcudRwi0jIWWg0xlKVvq5UqvL3vKixMjfD8iE5Sx9GYqRG3p+3acjatRZ9Lyy9HYm4ZBnV21vs71UTtiSAIWDCyM5QqEZ8d1M5S2ESkO1hoNcRQlr5dcywJiTll+OfgjnCxlksdR2O6edmii6s1dlzMaNHDYUcTcgGA0/8Q6aF+HZ3Qt4Mjtl1IR1JumdRxiEiLWGipzrVbJfj49+vwdbTAnEEdpI6jUYIgYGJ3DxRV1ODYXyW1OY5cz4EgAP0DHLWYjoi05cVRnVGrEvHpAd6lJTJkLLQEAEgvrMCc786iplaF9yZ3a9UiBLpqXOjtOWR3X8ps1v61KhFHr+cizMsOdham2oxGRFoS4eeAgZ2csONiOhKyS6SOQ0RawkLbjtXUqpCcW4bVRxIx4bOjSM4rh2JCMHr76+ecs/fj62iJUE9b/BaXhSpl7X33v3SzEMWVSgzq5NQG6YhIW14c2RmiCHz0O+/SEhkq/Vn2iVqlViViV3QG9sVk4UZOKXJLq1BQXlP3vrO1Gb58rCdGhxj21FTjwtzx9t6rOHo9F8ODmp5X9sh1jp8lMgTdfewxLNAFv1zKxDNDitHVw0bqSESkYSy07UBlTS2eWHMaJxPzIRNu36ns5GoNZyszuNiYoaevPUYEuRrkMIO/Gxd6u9D+cinzvoX26PVcWJoaobuPXduEIyKteWlUZxy8mo0P98dj9awIqeMQkYax0LYDr2y/jJOJ+ZjayxuLxwa26/Gg3g4WCPOyxW9xt1BZU9toiS+prMH51AIM6eICEyOOzCHSd8EethgX5o5fLmXifGoBevjYq3WcKmUt8kqrYWlqDFsLEw2nJCJ1sdAauBs5pdh2Ph0DOzlhRVQoZDLOpTou1B0r9l7Fkeu5jS5nezIxH0qViEGdOX6WyFAsGNEZey9n4r198djwjz7NnltapRLxy+VMfH8iBWdT8qESb2/3tDNHT197DA10xsiubrAy41+pRFLh/30Gbs2xJADAv4Z1Ypn9y9i/Cu0vlzIaLbRHrucA4PhZIkMS4GKFyT29sPnsTeyPu4VRwfd/ZqCoogb/2ngBf17LgdxEhmGBLvCyt0BxZQ0u3SzCz9EZ+Dk6A2bGlzE6xA1P9PNDdzXv/hKR+lhoDVi1UoXt59MR7GGDCD9+g73D28EC4d522N/IsANRFHH4Wg487czh52ghUUoi0oZ/P9gFey9nYfmuOPQPcIJlE3dVk3LL8NS6M0jMKcOUnl5YPDYIDpb1h2zlllZhX0wWfr6YgZ1/vXr52mPJuCAWW6I2xMGBBuzSzUKUVddiVFc3Ltv6Nw+FuaOsuhaHr+Xc896NnFKk5JVjWKALf9+IDIyLtRwvjeqM9MIKLN8V2+h+xxNyEfnFMSTnlmHZ+K54d3LYPWUWAJyszPDYA77Y/M++2PfCQEyL8MaFtEJE/fc43t13FbV3xicQkVax0BqwEzfyAAB9O3KVq78b89ciC780sMjCb3G3AKDR4QhEpN9m9vXDoM7O2Hz2Jr49mlTvPVEU8f2JZDz+7WmoVCK+fSICs/v7N+sft4FuNnj74TDse34gQj1tsfKPG5j/w7lmzXtNRK3DQmvATiTmQW4iQzdvW6mj6BxPO3P08LHD71duDzu42+9xt2BlZow+HQxzgQmi9k4mE/Dx1HB0dLbE67vjoPg5FtdvleB0Uj6eXncWr+6MhZe9ObY/0w9Duri0+PidXK2x5Z99MaGbB36NvYUXf4zmnVoiLWOh1RCFQgFBEBASEiJ1FAC3x8+eSylAL18HmBkb/vyy6hgX5oHy6lrsi8mq25aUW4bzqYUYGujC3zciA+ZgaYoN/3gAvf0csPZ4MkZ+9Cce+eoEDlzNxoRuHvj5mQEIcLFW+/hmxkb4aGo4xoW645fLmfjkAFcpI9ImFloNUSgUEEURMTExUkcBACTmlqJKqeLd2SY83MMT5iZGWH00EaJ4++7JxtOpAIDpvb2ljEZEbcDVRo6Ncx7A1zN7Ye6gDnhpZGfseW4gPp3eXSNzzBrJBHzwSDeEeNrgs4PXcSwhVwOpiaghLLQGKj6rBADQxY1LPDbGzsIUk3t6ISa9GH9cy0F+WTU2n01DBydL9O3AccdE7YGRTMDIrq5YPDYI/xreSePL4spNjLByRk+Ymxhh0U+XUFql1Ojxieg2FloDdSXzdqENdFP/R2btwZxBHWBlZoyXNkdjzndnUVheg2eHBXB2AyLSGB9HCyweE4j0wgp8yqEHRFrBQmug4rOKYWIkwN/JUuooOs3bwQIfPNINxRU1OJtSgGkR3ojq4SV1LCIyMI/28UWIpw3WHEtCSl6Z1HGIDA4LrYGKzypBR2crmBjxj/h+Hgx2w4nFw/HHv4dgRVSo1HGIyADJZAJeHdcVNbUiVuy5KnUcIoPDtmOAiipqkFFUiSB3jp9tLmdrM/g5WXKoARFpTZ8Ojhgd7IZ9sVk4mZgndRwig8JCa4Cu3brzQBjHzxIR6ZLFYwNhLBPw/q/xdbOrEFHrsdAaoKtZLLRERLrI19ESk3t64WxKAU7wLi2RxrDQGqD4rGIAnOGAiEgXzR8SACOZwBkPiDSIhdYAxWeVwEZuDDcbudRRiIjob3wcLRDV3RMnE/NxindpiTSChdbAiKKIq1klCHSz4QNOREQ66pmhAZAJwGcHE6SOQmQQWGgNTEZRJUoqlRw/S0Skw/ycLBEZ7omjCbk4l5IvdRwivcdCa2Bi0osAQOPLNxIRkWY9MywAggB8eoB3aYlai4XWwESnFQIAwr3tJM1BRERN6+hshbGh7jh8LQdXMouljkOk11hoDczFtEKYmxihk4uV1FGIiOg+5g7qAAD4+s9EiZMQ6bdWF9qKigokJSUhLi4O2dnZmshEalKpRFy6WYRQT1sYc8lbIiKdF+Zlh74dHPFzdAYyCiukjkOkt9RqPenp6VAoFIiIiICNjQ0CAgIQGhoKd3d3uLi4YMqUKdi5cydUKpWm81ITEnNLUVqlRLiPndRRiIiomeYO7gClSsS3R5OkjkKkt4xbsnNmZiZeeeUV/PDDD7C0tES/fv3w8ssvw8XFBXK5HPn5+UhMTMTJkycxadIk+Pr6YsWKFZg2bZq28tNd/ojPAQD09LWXOAkRETXX4M7OCHSzxsbTqfjX8E6wNTeROhKR3mlRoe3cuTN69+6NTZs2Yfz48TAxafx/usTERKxZswbPPPMM0tPT8dJLL7U6rDZVVVVh3rx5+P3331FYWIiuXbviww8/RL9+/aSO1my7LmXCyswYgzs7Sx2FiIiaSRAE/GNgB7y0JRo/nErB/CEBUkci0jstGnKwc+dOHDhwAFFRUU2WWQDo0KED3njjDSQmJmL48OGtCtkWlEol/Pz8cPToURQWFmLevHmYMGECysvLpY7WLKl55YhOK8TIrq6QmxhJHYeIiFpgfDcPuNvKseZYMqqUtVLHIdI7LSq0w4YNa/EJbG1tER4e3uLPtTVLS0u89tpr8PHxgUwmw6xZs6BSqXD9un6stf3+b/EAgInhHhInISKiljI1luHJ/v7IKanCjgvpUsch0jsafRQ+LS0N+/btQ16e+mtTl5SUYNGiRRg1ahScnZ0hCAIUCkWD+5aWluKFF16Ah4cH5HI5wsPDsWnTJrXPfbf4+HhUVFSgY8eOGjmetpRWKfHh/mv4OToDI4JcOdyAiEhPTevtDWu5Mb76MxEqlSh1HCK9onahXbp0KRYsWFD3699//x2dO3fGuHHj0LlzZ8TGxqp13Ly8PKxatQpVVVWIjIxsct+oqCisW7cOy5Ytw969exEREYHp06djw4YNap37joqKCsycORNLly6FlZXuzue6ZPtlhCl+xacHrqOTixX+ExUCQRCkjkVERGqwlpvg0T6+SMwpw6F4ToNJ1BJqF9qtW7eia9eudb9eunQpwsLCsH37dvj6+uLNN99U67i+vr4oKCjA4cOHsWLFikb327NnD/bv34+VK1di7ty5GDp0KL7++muMHDkSCxcuRG3t/8YgDR8+HHK5vMHX4sWL6x23pqYGU6ZMQWBgIF555ZUms2ZnZyM2NrbeKyGh7ZYw7OBshVFd3fDGxGDsfm4AXKzlbXZuIiLSvCf6+cFYJuAbTuFF1CItmuXgbunp6QgIuP0kZl5eHs6cOYM9e/bgwQcfRGVlpdqzGjT3DuP27dthZWWFKVOm1Ns+e/ZszJgxA6dOnaqboeDAgQPNOqZKpcLMmTNhZGSEb7755r5ZVq5cieXLlzfr2Nrw1AB/PDXAX7LzExGRZrnZyjEuzB07L2YgLqMYXT1spI5EpBfUvkMrimLdwgnHjh2DkZERBg0aBABwd3dHbm6uZhI2IiYmBkFBQTA2rt/Jw8LC6t5vqblz5yIzMxM//vjjPcdtyPz58xETE1PvtWPHjhafl4iI6I47Nyq+Pca7tETNpfYd2o4dO2L37t0YPnw4Nm3ahN69e8Pc3BzA7QUY7O21O7l/Xl4eOnTocM92BweHuvdbIiUlBatXr4ZcLoeTk1Pd9r1792LgwIENfsbFxQUuLi4tOg8REVFTwrzsEOFnj58vZmDR6C4cTkbUDGrfoZ07dy4++eQTODo64scff8Q//vGPuveOHTtWb3yttjQ1JKClD0f5+vpCFEVUVFSgtLS07tVYmSUiItKWpwb4o7pWhfUnUqSOQqQX1C608+bNw4YNG/Doo49i3bp1mDVrVt17FRUVeOKJJzSRr1GOjo4N3oXNz88H8L87tW1FoVBAEASEhIS06XmJiMjwjOzqBm8Hc6w/lYrKGi60QHQ/LSq00dHR9X49bdo0fPrpp3jsscfqbV+1atU92zQtNDQUV65cgVKprLf98uXLANDmxVKhUEAURbXG7hIREd3NSCZgdj9/5JdVc6EFomZoUaHt3r07AgIC8H//9384ffq0tjI1y6RJk1BaWoqtW7fW275u3Tp4eHigT58+EiUjIiJqvUcivGFtZoxvjyVBFLnQAlFTWvRQ2MWLF7F161Zs3boV7733Hry8vBAVFYXJkyejf//+GpvUf+/evSgrK0NJSQkAIC4uDj/99BMAYOzYsbCwsMCYMWMwcuRIzJs3D8XFxQgICMDGjRuxb98+rF+/HkZGRhrJQkREJAUrM2NMjfDG6qNJOHI9F4O4EiRRowRRzX/2Xb16ta7cXrx4Ea6uroiMjMTkyZMxZMiQVhVKPz8/pKQ0PBA+KSkJfn5+AG4vfbtkyRJs3rwZ+fn5CAwMxOLFizFt2jS1z60uhUJRb07amJgYBAcHt3kOIiIyHGn55Rj83iEM7OSMdU/2ljoOUZuIjY1FSEhIi7qU2oX2bklJSdiyZQu2bduGM2fOwN7eHhMmTMDkyZMxduzY1h5er6jzh0BERNSY+T+cw57LWdi/YBA6uVpLHYdI69TpUmrPcnA3f39/LFq0CCdPnkRycjKWLl2KhIQETJw4UROHJyIiare40ALR/Wmk0N7N29sbL7zwAv7880/cvHlT04cnIiJqV3r42KObtx22nU9Hflm11HGIdJLaK4XdERsbi5SUFFRWVtbbLggCJk2a1NrDExERtWuCIOCpAf54buMF/HAyBf8a3knqSEQ6R+1Ce+PGDUyePBmXLl0CgHumFBEEAbW17Wcy6L8/FEZERKQpY0Lc4GErx3cnUzBncAeYGXMmH6K7qV1o58yZg6ysLHz00UcICgqCqampJnPpHYVCAYVCUTeQmYiISFNMjGSY1c8PK/Zexe7oTDzc00vqSEQ6Re1Ce/r0aXz99deSTJFFRETU3kzr7YNPDlzHyj8SMCHcAyZGGn8Mhkhvqf1/g7OzM2xtbTWZhYiIiBpha26CfwzsgBs5ZdhwKlXqOEQ6Re1CO2/ePHz99deazEJERERNmDu4A9xs5Hj/t3jcLCiXOg6RzlB7yMHChQvx0ksvoWfPnhgzZgwcHBzqvS8IAhYsWNDqgERERHSbhakxVjwcitlrzuCFTRex/uk+kJvwATEitQvtqVOnsG7dOuTn5+PChQv3vN/eCi1nOSAiorYwtIsLnh7gj9VHkzDn+3P4eGo4HCzb94PZRGovfRsREYGSkhK8++67jc5y4Ovr2+qA+oZL3xIRkbapVCIWb7uMH8+mwVpujCFdXOBoaYqK6lqUVilRXq2Eu505RnV1xaBOzpDJBKkjEzWbOl1K7Tu0sbGx2LRpEyZMmKDuIYiIiEgNMpmAtx8ORb8AR3x1OBG7ojPqvW9qLEO1UoUNp1LR288Bn0wPh7utuURpibRP7ULr4+Nzz2IKRERE1DYEQcDEcE9MDPdEaZUSJZU1sDA1hpWZMWQCkJpfjlV/JuKHU6l4eOVxbJnXD552LLVkmNSe5eDll1/G+++/f8+St0RERNS2rMyM4W5rDltzExjJBAiCAF9HS7w1KRTvT+mGjKJKPPHtaVRUt58VPKl9UfsO7fnz55Geno6OHTti6NChDc5y8Mknn7Q6IBEREalvck8vZJdU4t198Xh9dxxWRIVKHYlI49R+KEwma/rmriAIqK1tP/8S/PssB3wojIiIdIVKJeLxb0/hWEIetvyzLyL8HO7/ISKJqPNQmNpDDlQqVZOv9lRmgduFVhRFxMTESB2FiIioHplMwJuRoTA1kuHVHTGoVfEZGDIsXAiaiIioHfB3ssTsAX64mlWC3Zcy7v8BIj2idqE9efIkNm/e3OB7mzdvxqlTp9QORURERJo3b3BHWJsZ4+Pfr0NZq5I6DpHGqF1oX3nlFVy+fLnB9+Li4rB06VK1QxEREZHm2VmYYnZ/PyTlluG3uFtSxyHSGLUL7aVLl/DAAw80+F6fPn0QHR2tdigiIiLSjpn9/GBqLMM3R5OkjkKkMWoX2rKyMhgbNzzrl0wmQ0lJidqhiIiISDucrMwQGe6BcykFuJhWKHUcIo1Qu9D6+/vj0KFDDb536NAh+Pr6qh2KiIiItOfJAf4AwLu0ZDDULrTTpk3DRx99hDVr1tTbvnbtWnz88ceYPn16q8PpE4VCAUEQEBISInUUIiKiJgW62WBAgBP2XM5ERmGF1HGIWq1VS9/2798fTz31FCwtLdGpUydYWlriqaeeQv/+/bF48WJN5tR5nIeWiIj0yez+fqhVidh8Nk3qKEStpnahNTU1xf79+7Fu3TpERkbC398fkZGRWLduHX777TeYmppqMicRERFp0ODOznCzkWPzmTQutEB6r+GnuprJyMgIjz/+OB5//HFN5SEiIqI2YGwkw5ReXvjsYAKOXM/BkC4uUkciUhtXCiMiImqnHunlDUEANp3msAPSby0qtCEhIdi+fXuz98/MzMRzzz2Ht99+u8XBiIiISLu8HSwwIMAJv1+5hZySKqnjEKmtRYX2kUcewcyZM+Hj44PFixfj119/RU5ODkTx9tibiooKxMTEYPXq1Rg/fjx8fX1x7tw5TJgwQSvhiYiIqHWmRfhAqRKx/cJNqaMQqa1Fhfa1117DtWvXMH36dKxevRpjxoyBm5sbTExMYG5uDisrK3Tr1g1z5sxBcXExNm3ahGPHjqFr167ayk9EREStMKKrC2zkxth6Lr3uBhWRvmnxQ2Hu7u5455138Oabb+LUqVM4ceIEMjIyUFFRAScnJwQGBmLIkCHw8vLSRl4iIiLSIDNjI4zv5oEfTqUiLrMYwR62UkciajG1ZzkwMTHBgAEDMGDAAE3mISIiojb2cE8v/HAqFdvOp7PQkl7iLAdERETtXHdvO/g7WWLnxXQoa1VSxyFqMRZaDeHSt0REpK8EQUBUd0/kllbjz+s5UschajEWWg3h0rdERKTPIrt7AgC2nk+XOAlRy7HQEhEREbwdLNDH3wH7426hqKJG6jhELcJCS0RERACAh3t4oVqpwp7LmVJHIWoRFloiIiICAIwJdYOZsQzbznORBdIvLLREREQEALCWm+DBYDecSS5ASl6Z1HGImk0rhdbExATGxmpPcUtEREQSebjn7YWRtl/gw2GkP7RSaAcNGoSBAwdq49BERESkRf07OsLF2gzbznMpXNIfWim0Bw4cwKFDh7RxaCIiItIiYyMZJnTzQGp+Oc6nFkodh6hZOIaWiIiI6rkzJ+3Oixx2QPqBhZaIiIjqCfawQScXK+yKzkANl8IlPdCiJ7f8/f0hCEKz9hUEATdu3FArFBEREUlHEAREdvfEe7/G489rORge5Cp1JKImtajQDh48uNmFloiIiPTXxHAPvPdrPLZfSGehJZ3XokK7du1aLcUgIiIiXeJlb4Hefy2FW1JZA2u5idSRiBrFMbQaolAoIAgCQkJCpI5CRESkEZO6e6JKqcK+mCypoxA1qVWFtri4GCtWrMCoUaPQs2dPjBo1CitWrEBhYaGG4ukPhUIBURQRExMjdRQiIiKNGBviDlMjGXZwtgPScWoX2qSkJISFhWHJkiW4fv06TE1Ncf36dSxZsgTdunVDYmKiJnMSERFRG7O1MMGwQBccv5GHrKJKqeMQNUrtQvv888+jsrISx44dQ1JSEk6cOIGkpCQcPXoUVVVVeOGFFzQYk4iIiKQQ2d0Togj8HM27tKS71C60Bw8exFtvvYW+ffvW296vXz+8+eabOHjwYKvDERERkbSGBjrDRm6M7RcypI5C1Ci1C62ZmRm8vb0bfM/HxwdmZmZqhyIiIiLdYGZshHFh7riSWYyrWcVSxyFqkNqFduLEidiyZUuD723ZsgUPPfSQ2qGIiIhId0SG314Kdwfv0pKOatE8tHebMWMGnnrqKUyZMgUzZsyAm5sbsrKy8MMPP+Ds2bP45ptvcP78+br9e/TooZHARERE1LYi/BzgaWeOnRfTsejBLpDJuMgS6Ra1C+2oUaMAAGlpadi2bVvddlEU670viiIEQUBtbW1rchIREZFEZDIBE8M9sPKPGziVlI++HR2ljkRUj9qFds2aNZrMQURERDpsUndPrPzjBnZcSGehJZ2jdqGdNWuWJnMQERGRDuvkao1gDxvsuZyJ5RODITcxkjoSUR0ufUtERETNMqm7J0qqlDh4NVvqKET1qH2HFgAuXLiADRs2ICUlBZWV9VcQEQQBO3fubFU4IiIi0h3ju3ngP3uuYPuFdIwNdZc6DlEdtQvtd999h9mzZ0Mmk8HFxQWmpqb13hcEPgFJRERkSFxt5Ogf4IQ/4rNRWF4NOwvT+3+IqA2oXWjfeustjBs3DuvWrYO9vb0mMxEREZGOigz3xJHrufjlciYe7eMrdRwiAK0YQ5ueno7nnnuOZZaIiKgdeTDEDXITGXZcSJc6ClEdtQtt9+7dkZ7Oi5mIiKg9sTIzxqiubjiTXIC0/HKp4xABaEWhfe+99/D222/j0qVLmsxDREREOm5S99tL4e68yBtbpBvUHkP7wAMPICoqCt27d4e7uzscHBzqvS8IAqKjo1sdkIiIiHTLgE5OcLQ0xfYL6XhmaAAfBCfJqX2H9p133sGKFSvg5OQEX19fODo61nv9veDqgylTpsDV1RU2NjYICwvD7t27pY5ERESkc0yMZBjfzQM3csoQk14sdRwi9e/QfvLJJ3jyySfx1VdfwcjIMFYLUSgU6NSpE0xNTXH69GmMHDkSiYmJcHTkEn9ERER3i+zuibXHk7H9QjpCvWyljkPtnNp3aIuLizFjxgyDKbMAEBwcXDefrkwmQ1VVFR98IyIiakA3L1v4OVrg5+gMKGtVUsehdk7tQjtgwADExcVpMgsAoKSkBIsWLcKoUaPg7OwMQRCgUCga3Le0tBQvvPACPDw8IJfLER4ejk2bNrXq/I8++ijkcjkiIiIwYsQIhIaGtup4REREhkgQBER290RuaRWO3ciTOg61c2oX2k8++QRffvkldu7cierqao0FysvLw6pVq1BVVYXIyMgm942KisK6deuwbNky7N27FxEREZg+fTo2bNig9vl/+OEHlJaW4tdff8Xw4cM50J2IiKgRkeG3ZzvgnLQkNbXH0Pbq1Qs1NTWIioqCIAiwsLCo974gCCgqKmrxcX19fVFQUABBEJCbm4vVq1c3uN+ePXuwf/9+bNiwAdOnTwcADB06FCkpKVi4cCGmTp1aNxxi+PDhOHbsWIPHWbBgAVasWFFvm7GxMUaNGoVPP/0UXbp0wdixYxv8bHZ2NnJycuptS0hIaNHXS0REpK/8nCzR3ccO+2Ky8GakEpZmatcKolZR+8p7+OGHtXL3srnH3L59O6ysrDBlypR622fPno0ZM2bg1KlT6NevHwDgwIEDamWpra1tsqCuXLkSy5cvV+vYREREhmBSd0+8lhqL/XG3EPnX/LREbU3tQrt27VoNxmi5mJgYBAUFwdi4/pcQFhZW9/6dQtscWVlZOHbsGEaPHg0zMzNs27YNhw4duufu7d3mz59/T6FOSEi471AJIiIiQzEu1B2v74rD9gvpLLQkGa38bODy5cv45ptv8PHHH2vj8ABuj7Xt0KHDPdvvzH+bl9fyAeoff/wxnnzySQBAp06dsHHjRoSHhze6v4uLC1xcXFp8HiIiIkPhaGWGwZ2dcSg+GzklVXC2NpM6ErVDGiu0xcXF2LBhA7799lucO3cOALRaaIGmhye0dDiEm5sbjhw50tpIRERE7U5kd08cuJqNXdEZeHKAv9RxqB1Se5aDO/744w/MnDkT7u7ueOaZZ5CcnIwFCxbgypUrmsjXKEdHxwbvwubn5wNAm69UplAoIAgCQkJC2vS8REREUhsR5AorM2PsvMjZDkgaahXajIwM/Oc//0FAQACGDx+OH374Ab169QIA/PTTT3j//ffRuXNnjQb9u9DQUFy5cgVKpbLe9suXLwNAmxdLhUIBURQRExPTpuclIiKSmrmpEUZ2dUX0zSKk5pVLHYfaoRYV2m3btmHcuHHw9fXF0qVLUVtbi9deew1JSUnYuXMnRFHUVs57TJo0CaWlpdi6dWu97evWrYOHhwf69OnTZlmIiIjau4fC3AEAuy9nSJyE2qMWjaGdPHkyBEHAyJEjsXDhQgwfPrzuPXXmnG3M3r17UVZWhpKSEgBAXFwcfvrpJwDA2LFjYWFhgTFjxmDkyJGYN28eiouLERAQgI0bN2Lfvn1Yv369QS3JS0REpOsGdnKGjdwYu6MzMX9IgNRxqJ1pUaF1cXFBdnY2Dh8+DFtbWyiVSowaNUrj89HOmzcPKSkpdb/esmULtmzZAgBISkqCn58fgNt3jJcsWYLXXnsN+fn5CAwMxMaNGzFt2jSN5mkOhULBOWmJiKjdMjWW4cFgN2w5dxOJOaXo4GwldSRqR1o05ODmzZvYtm0bhg8fjm3btmHs2LHw9fXFa6+9hhs3bmgsVHJyMkRRbPB1p8wCgJWVFT755BNkZmaiqqoK0dHRkpRZgGNoiYiIHurmAQDYfSlT4iTU3rSo0BobGyMyMhK7d+9Gamoq3njjDcjlcrz55puIiIiAIAg4duwYqqurtZWXiIiIdFS/jo6wtzDB7kscR0ttS+1pu9zd3fHKK6/g2rVrOHjwIGbMmAG5XI4lS5bAw8MD//73vzWZk4iIiHSciZEMo0Pcce1WKa7dKpE6DrUjrZ6HFgCGDBmC77//HpmZmfjiiy/g5+eHjz76SBOHJiIiIj0y/s5sBxx2QG1II4X2DhsbG8ybNw9nz57FxYsXNXlonceFFYiIiIA+HRzhZGWK3Zcy2nQ6T2rfNFpo7xYaGqqtQ+skPhRGREQEGMkEjAlxR2JOGa5kctgBtQ2tFVoiIiJqn+oWWeDDYdRGWGiJiIhIoyL8HOBqY4bdlzI57IDaBAstERERaZRMJmBcqAdS88txMa1Q6jjUDqhVaKurq/Hbb78hNTVV03mIiIjIAEzq7gkA2H4hXeIk1B6oVWiNjY3x0EMP4fr165rOo7c4ywEREdH/hHjaIMDFCruiM1CtVEkdhwycWoVWJpPBy8sLxcXFms6jtzjLARER0f8IgoCoHp4oKK/BH/HZUschA6f2GNqnnnoKX3zxBWprazWZh4iIiAxEZLgnBIHDDkj7jNX9oKmpKeLj4xEUFIQJEybA3d0dgiDUvS8IAhYsWKCRkERERKR/POzM0beDIw5cyUZReQ1sLUykjkQGSu1C+3//9391//3hhx/e8z4LLREREUX18MLxG3nYcTEds/r5SR2HDJTahTYpKUmTOYiIiMgAjQt1x/Jdsdh4OhUz+/rW+2kukaaoXWh9fX01mUPvKRQKLF++XOoYREREOsXc1AiTunviuxMpuJBWiB4+9lJHIgPU6oUVrl69iq+++gpvvfUWsrKyAAAZGRmoqKhodTh9wlkOiIiIGjajjw8AYMMpzl9P2qF2oa2trcVTTz2F4OBgzJs3D6+99hoyMm6v2Tx37lysWLFCYyGJiIhIfwW62aC7jx12X8pAUUWN1HHIAKldaN966y1s2LAB7733HmJiYuqt1TxmzBjs27dPIwGJiIhI/83o7YPKGhV2cAov0gK1C+3atWvx6quv4sUXX0SXLl3qvefv78+HxoiIiKjOQ2EesJYbY+Pp1Ho3wYg0Qe1Cm56ejr59+zb4nlwuR0lJidqhiIiIyLCYmxohqrsnrmaV4HxqodRxyMCoXWhdXFyQmJjY4Hvx8fHw8vJSOxQREREZnul/PRy2/mSKxEnI0KhdaMeOHYu33noL6en/GwsjCAKKiorw6aefYvz48RoJSERERIYh0M0Gvf0dsPtSBrJLKqWOQwZE7UL7+uuvQ6lUomvXrnj44YchCAJeeeUVhISEoLKyEq+++qomc+o8hUIBQRAQEhIidRQiIiKd9WR/P9TUipzCizRK7ULr6uqKM2fOYPr06Th37hyMjIwQHR2NMWPG4Pjx43BwcNBkTp3HeWiJiIjub0SQKzztzLH+ZCqqlSqp45CBUHulMOB2qf3yyy81lYWIiIgMnLGRDI/39cXbe69iz+VMRHb3lDoSGYBWrxRGRERE1BLTIrwhN5FhzfFkqaOQgWjRHdrXX38dTz/9NDw8PPD66683ua8gCO1uHC0RERHdn52FKSZ198LG06k4n1qAHj72UkciPdeiQqtQKDB69Gh4eHhAoVA0uS8LLRERETXmiX5+2Hg6FWuPJbPQUqu1aMiBSqVC79696/67qVdtba1WAhMREZH+6+JmjX4dHbHnciZuFXMKL2odtcbQVlZWYtWqVbhy5Yqm8xAREVE7Mbu/P5QqET9woQVqJbUKrVwux3PPPYfs7GxN5yEiIqJ2YligC7wdzPHDqVRU1vAnu6Q+tWc56NChA7KysjSZhYiIiNoRI5mAWX39kFdWjd2XMqWOQ3pM7UL7/PPP4+2330ZxcbEm8+gtrhRGRETUclN6ecPC1AhrjiVBFEWp45CeUnthhdjYWOTm5sLPzw/Dhg2Du7s7BEGoe18QBHzyyScaCakPFAoFFAoFYmNjWWqJiIiaydbcBA/38ML3J1NwNqUAEX7ta6VR0gy1C+3nn39e99/btm275/32VmiJiIhIPbP6+eL7kylYeyyZhZbUovaQA07bRURERJoQ4GKNgZ2csC82C+mFFVLHIT3EpW+JiIhIck8O8EetSsQ6LodLamChJSIiIskN7uSMABcrbDyditIqpdRxSM+oXWhlMhmMjIyafBERERE1h0wm4Mn+/iipVGLL2TSp45CeUfuhsNdee63erAYAkJOTg99++w21tbWYOXNmq8MRERFR+xHVwxPv/XoVa44lY2ZfPxjJhPt/iAitKLQKhaLB7dXV1XjwwQfh4uKi7qGJiIioHZKbGOGxB3zx2cEE7I+7hdEhblJHIj2h8TG0pqam+Ne//oUPP/xQ04cmIiIiA/d4X1+YGsnwzdFEqaOQHtHKQ2Hm5ubIzOQSdkRERNQyLtZyjO/mgTPJBbiYVih1HNITGi+0OTk5eO+999ClSxdNH5qIiIjagX8M8gcA/PePBImTkL5Qewytv7//PQ+FVVVVITs7GzKZDD///HOrwxEREVH7E+hmgxFBrvg19hau3SpBZ1drqSORjlO70A4ePPieQiuXy+Hn54epU6fCz8+vtdmIiIionXpmaEf8fuUW/vvHDXw0NVzqOKTj1C60a9eu1WAMIiIiov/p7mOP/gGO+Dk6AwtGdIaPo4XUkUiHaWQMbWVlJTIzM1FZWamJw+klhUIBQRAQEhIidRQiIiKD8MzQANSqRHx68LrUUUjHtarQHj9+HAMHDoS1tTW8vLxgbW2NwYMH48SJE5rKpzcUCgVEUURMTIzUUYiIiAxC3w6O6NfREdvO38T1WyVSxyEdpnahPXnyJIYNG4br169jzpw5eP311/GPf/wD8fHxGDZsGE6dOqXJnERERNTOCIKARaMDoRKB93+LlzoO6bBWLX0bFhaGQ4cOwdLSsm77e++9h6FDh+K1117Dr7/+qpGQRERE1D6Fe9thTIgb9sZk4UJqAbr72EsdiXRQq+7QLlq0qF6ZBQBLS0ssXLiwXQ47ICIiIs17aVQXyATgzV+uQKUSpY5DOkjtQltbWwszM7MG35PL5aitrVU7FBEREdEdAS5WmNnXD+dSCrDtQrrUcUgHqV1ou3Xrhv/+978NvvfVV1+hW7duaociIiIiutuCkZ3hZGWKFXuuoKiiRuo4pGPUHkP78ssvIzIyEt27d8djjz0Gd3d3ZGZmYsOGDbh48SJ27NihwZhERETUntmam+DlMUH495ZofPhbPJZP5DSZ9D9qF9oJEyZg/fr1WLRoERYuXFi33dPTE+vXr8f48eM1EpCIiIgIAKK6e2LT6VR8dzIFkd09+YAY1WnVPLQzZsxAWloa4uLicOTIEcTFxSE1NRXTp0/XVD4iIiIiAIBMJmBFVCiMZQJe3noZ1UqV1JFIR7So0C5atAg3b96st00URQQGBqJ///4IDAyEIAgaDUhERER0RydXa8wfEoD4WyVY9ecNqeOQjmhRof3ggw+QkZFR9+va2lqYmJjg/PnzGg9GRERE1JD5QzsiwMUKnx5IwI2cUqnjkA5oUaEVxXvnfmtoGxEREZG2mBkb4e2oUFTXqrB422XOTUutG0NLREREJIVefg547AEfnE7Kx49n06SOQxJjoSUiIiK9tGh0IFxtzPCfPVeQU1IldRySUIun7YqPj4ex8e2P3VkN7OrVqw3u26NHj1ZEIyIiImqcjdwEy8YHY/4P5/Hpget4I5Jz07ZXLS60TzzxxD3bHn/88Xq/FkURgiBw+VsiIiLSqjEhbujpa48Np1PxRH8/dHS2kjoSSaBFhXbNmjXaykFERETUYoIg4JWxgXj4vyfwzt6rWDWzl9SRSAItKrSzZs3SVg4iIiIitfT0dcCYEDfsjcnCuZQC9PTlCmLtDR8Ka8CJEycgk8nw5ptvSh2FiIiImuHfD3aBIABfHEqQOgpJgIX2b1QqFRYsWICIiAipoxAREVEzdXS2wuhgNxy8mo0rmcVSx6E2xkL7N6tWrUKfPn0QFBQkdRQiIiJqgXlDOgIA1hxLkjgJtTWdK7QlJSVYtGgRRo0aBWdnZwiCAIVC0eC+paWleOGFF+Dh4QG5XI7w8HBs2rRJ7XPn5+fj448/bvR8REREpLvCvOzQw8cOOy9moKCsWuo41IZ0rtDm5eVh1apVqKqqQmRkZJP7RkVFYd26dVi2bBn27t2LiIgITJ8+HRs2bFDr3K+88gpeeOEF2NtzMDkREZE+mtXPD1VKFbac4+ph7UmL56HVNl9fXxQUFEAQBOTm5mL16tUN7rdnzx7s378fGzZswPTp0wEAQ4cORUpKChYuXIipU6fCyMgIADB8+HAcO3asweMsWLAAK1aswIULF3D69Gl88cUXzc6anZ2NnJycetsSEjgYnYiISCqjQ9xgZ2GCLWdv4h8DO0AQBKkjURvQuULb3Atv+/btsLKywpQpU+ptnz17NmbMmIFTp06hX79+AIADBw7c93iHDx/GtWvX4OnpCQAoKiqCsbExbty40ej8uytXrsTy5cublZeIiIi0z8zYCBO7eWDdiRRculmEbt52UkeiNqBzQw6aKyYmBkFBQXXL8N4RFhZW935LzJkzBwkJCbh48SIuXryICRMm4JlnnsFHH33U6Gfmz5+PmJiYeq8dO3a0+GshIiIizZnc0xsAsO38TYmTUFvRuTu0zZWXl4cOHTrcs93BwaHu/ZawsLCAhYVF3a/Nzc1hZWUFOzu7Rj/j4uICFxeXFp2HiIiItCvE0wZ+jhb4NfYWlo0PhkzGYQeGTm8LLdD08ITWjplZu3Ztqz5PRERE0hAEAQ+GuOGrw4m4eLMQPXz4sLeh09shB46Ojg3ehc3Pzwfwvzu1bUWhUEAQBISEhLTpeYmIiOheY0LcAQC/xmRJnITagt4W2tDQUFy5cgVKpbLe9suXLwNAmxdLhUIBURRbPHaXiIiINC/M0xbutnLsjcmCKIpSxyEt09tCO2nSJJSWlmLr1q31tq9btw4eHh7o06ePRMmIiIhIajKZgAeD3ZCaX444LoVr8HRyDO3evXtRVlaGkpISAEBcXBx++uknAMDYsWNhYWGBMWPGYOTIkZg3bx6Ki4sREBCAjRs3Yt++fVi/fn3dHLRERETUPo0OccPa48n4NSYLwR62UschLRJEHbwP7+fnh5SUlAbfS0pKgp+fH4DbS98uWbIEmzdvRn5+PgIDA7F48WJMmzatDdPeplAo6s1JGxMTg+Dg4DbPQURERLfVqkREvPU73Gzk2PP8QKnjUDPFxsYiJCSkRV1KJwutPlPnD4GIiIi047mNF/BzdAbOLh0BJyszqeNQM6jTpfR2DC0RERHR/Qzo5AQAOJaQK3ES0iYWWiIiIjJYA/8qtEeus9AaMhZaIiIiMljutuYIcLHC0eu5nL7LgLHQaggXViAiItJNAwKckFVciYTsUqmjkJaw0GoIF1YgIiLSTYM6c9iBoWOhJSIiIoPWx98RJkYCjvLBMIPFQktEREQGzdLMGN197HEqMQ/KWpXUcUgLWGiJiIjI4PXxd0BZdS2XwTVQLLQawofCiIiIdFeEnwMA4HRSvsRJSBtYaDWED4URERHprh6+9pAJwJlkFlpDxEJLREREBs/KzBghnrY4k1zA+WgNEAstERERtQsRfg7IL6vGjRzOR2toWGiJiIioXfjfONoCiZOQprHQEhERUbsQ4WcPADidlCdxEtI0FloiIiJqFxytzBDgYoUzybxDa2hYaDWE03YRERHpvgg/B6QXViC9sELqKKRBLLQawmm7iIiIdF9v/9vDDs5wPlqDwkJLRERE7cadB8NOsdAaFBZaIiIiaje87C3gaWfOBRYMDAstERERtSsRfvZIyC5FXmmV1FFIQ1hoiYiIqF2J8L897OBsCmc7MBQstERERNSu9K5bYIHDDgwFCy0RERG1KwEuVrC3MOE4WgPCQqshnIeWiIhIPwiCgF5+DojNKEZZlVLqOKQBLLQawnloiYiI9EdvPwfUqkScT+U4WkPAQktERETtzp0Hw7jAgmFgoSUiIqJ2J9jDBuYmRjjNcbQGgYWWiIiI2h0TIxl6+NrhQmohqpUqqeNQK7HQEhERUbsU4eeAKqUKl9OLpI5CrcRCS0RERO3SnfloOX2X/mOhJSIionapu489jGUCHwwzACy0RERE1C6ZmxohxNMWZ1MKoFKJUsehVmChJSIionart78DiipqcC27ROoo1AostBrClcKIiIj0z51xtKcSOexAn7HQaghXCiMiItI/vTs4QCYAxxJypY5CrcBCS0RERO2WjdwE3bztcCIxD8pazkerr1hoiYiIqF0bEOCEkkol56PVYyy0RERE1K4NCHACABy9zmEH+oqFloiIiNq17j72MDcxwlGOo9VbLLRERETUrpkay9CngwPOpxagvFopdRxSAwstERERtXsDApxQUyviNFcN00sstERERNTuDeh0exztEY6j1UsstERERNTudXG1hrutHL9fuQVR5DK4+oaFloiIiNo9QRAwIsgVKXnlSMgulToOtRALLRERERGAEV1dAQD7r9ySOAm1FAstEREREYAHOjjAyswYv8ex0OobFloiIiIiAGbGRhjc2RkX0gqRU1IldRxqARZaIiIior+M6OoCUQQOXuVdWn3CQqshCoUCgiAgJCRE6ihERESkpqFdXGAkE/BrLAutPmGh1RCFQgFRFBETEyN1FCIiIlKTnYUp+nV0xJ/XcpBfVi11HGomFloiIiKiu0zq7gmlSsQvlzOljkLNxEJLREREdJcHg91gbmKEnRfSpY5CzcRCS0RERHQXSzNjjAp2xdmUAqTmlUsdh5qBhZaIiIjobyK7ewIAdl7kXVp9wEJLRERE9DcDA5zgaGmK7RfSIYqi1HHoPlhoiYiIiP7G2EiGqB6eSMwtw7GEPKnj0H2w0BIRERE14PEH/CAIwNrjyVJHoftgoSUiIiJqgI+jBYZ1ccGBq7eQls+Hw3QZCy0RERFRI2b184MoAutPpkgdhZrAQktERETUiAEBTujgbIlNZ9JQVqWUOg41goWWiIiIqBEymYCnBvijqKIG353gXVpdxUJLRERE1IQpPb3haWeOr/68gZLKGqnjUANYaImIiIiaYGosw7+GBaCwvAbrOOOBTmKhJSIiIrqPh3t6wdvBHF8fSUJRBe/S6hoWWiIiIqL7MDGS4fnhnVFUUYNPfr8udRz6GxZaIiIiomaI6u6Jbt52WHciGVeziqWOQ3dhoSUiIiJqBplMwJsTQ6ASRby2IxaiKEodif7CQnuXIUOGQC6Xw8rKClZWVhg2bJjUkYiIiEiHhHrZ4tE+PjidnI8t525KHYf+wkL7N6tXr0ZpaSlKS0tx8OBBqeMQERGRjlk4KhAu1mZ4fVccbhZwSVxdwEJLRERE1AK2FiZ4d3IYSquU+PeWaKhUHHogNZ0rtCUlJVi0aBFGjRoFZ2dnCIIAhULR4L6lpaV44YUX4OHhAblcjvDwcGzatKlV51+wYAGcnZ0xbNgwnD9/vlXHIiIiIsM0pIsLHnvABycT8/H1kUSp47R7Oldo8/LysGrVKlRVVSEyMrLJfaOiorBu3TosW7YMe/fuRUREBKZPn44NGzaode53330XSUlJSE1NxUMPPYQxY8agsLBQrWMRERGRYXtlbBA6Olvi3V/jcSoxT+o47ZrOFVpfX18UFBTg8OHDWLFiRaP77dmzB/v378fKlSsxd+5cDB06FF9//TVGjhyJhQsXora2tm7f4cOHQy6XN/havHhx3X69e/eGlZUVzM3N8eKLL8LZ2RnHjx9vNEN2djZiY2PrvRISEjTzG0FEREQ6zcLUGF893hNyYxme2XABt4orpY7UbhlLHeDvBEFo1n7bt2+HlZUVpkyZUm/77NmzMWPGDJw6dQr9+vUDABw4cECtLDJZ031/5cqVWL58uVrHJiIiIv0X4GKNdyd3wzMbzuOZH85j45wHYGKkc/cLDZ7e/o7HxMQgKCgIxsb1O3lYWFjd+y1RWFiI/fv3o6qqCtXV1fj000+RlZWFvn37NvqZ+fPnIyYmpt5rx44dLf5aiIiISH+NC3PHUwP8cTalAG/9ckXqOO2Szt2hba68vDx06NDhnu0ODg5177dETU0NFi9ejKtXr8LU1BTdunXDnj17YG9v3+hnXFxc4OLi0rLgREREZHBeHhOIy+lFWHs8GR2dLfF4Xz+pI7UreltogaaHJzR36MIdzs7OOHv2bGsjERERUTtkYiTDl4/1RNTKY1j2cyy8HCwwtAtverUVvR1y4Ojo2OBd2Pz8fAD/u1PbVhQKBQRBQEhISJuel4iIiHSDg6Up1szuDRtzEzz7w3nEZRRLHand0NtCGxoaiitXrkCpVNbbfvnyZQBo82KpUCggimKLx+4SERGR4fB3ssRXj/VEda0KT607w5XE2ojeFtpJkyahtLQUW7durbd93bp18PDwQJ8+fSRKRkRERO1Znw6OeH9KN2QWVeKx1aeQzem8tE4nx9Du3bsXZWVlKCkpAQDExcXhp59+AgCMHTsWFhYWGDNmDEaOHIl58+ahuLgYAQEB2LhxI/bt24f169fDyMhIyi+BiIiI2rGJ4Z4orlTi1R0xeOybU/hxTl/YW5pKHctgCaIo6twCxH5+fkhJSWnwvaSkJPj5+QG4vfTtkiVLsHnzZuTn5yMwMBCLFy/GtGnT2jDtbQqFot6ctDExMQgODm7zHERERKQ7vjp8Ayv2XkWopy3WP90HtuYmUkfSebGxsQgJCWlRl9LJQqvP1PlDICIiIsP14W/x+PRgArq622Ddk73hbG0mdSSdpk6X0tsxtERERET6YMHIznhpZGfEZRbjka9O8EExLWChJSIiItIiQRDwr+Gd8PrEYCTllmHKlydw/VaJ1LEMCgstERERURuY2dcPn0wLR05JFaJWHseBK7ekjmQwWGg1hAsrEBER0f1MDPfEd0/2hpGRgKe/O4svDiWAjzO1HguthnBhBSIiImqOfgFO+PmZAejsYo33fo3HsxsvoKxKef8PUqNYaImIiIjamI+jBbbN74fRwW745VImJn5xDAnZHFerLhZaIiIiIglYmhnjv4/1wCtjA5GUW4bIL47jVGKe1LH0EgstERERkUQEQcCcQR3x/VO9AQCz1pzGjZxSiVPpHxZaDeFDYURERKSufh2d8M2sXqhSqrDop0tQqfigWEuw0GoIHwojIiKi1ujTwREzevvgXEoBLt4slDqOXmGhJSIiItIRQ7u4AADis/iAWEuw0BIRERHpiC5u1gBYaFuKhZaIiIhIR3jamcPS1IiFtoVYaImIiIh0hEwmoLObNa7dYqFtCRZaIiIiIh0S6GaNvLJq5JRUSR1Fb7DQagin7SIiIiJNCHC5PY6W89E2HwuthnDaLiIiItIEC1MjAEBNrUriJPqDhZaIiIiI9BoLLRERERHpNRZaIiIiItJrLLREREREpNdYaImIiIhIr7HQEhEREZFeY6HVEM5DS0RERCQNFloN4Ty0RERERNJgoSUiIiIivcZCS0RERER6jYWWiIiIiPQaCy0RERER6TUWWiIiIiLSayy0RERERKTXWGiJiIiISK+x0BIRERGRXmOh1RCuFEZEREQkDRZaDeFKYURERETSMJY6gKGpqqoCACQkJEichIiIiPTRzcRMVOekIOm6DRyqs6WO0+budKg7nao5WGg1LC0tDQAQGRkpbRAiIiLSa7O+lTqBtNLS0tCjR49m7SuIoihqOU+7UlhYiMOHD8Pb2xtmZmZN7hsSEnLfIQpN7ZOQkIDIyEjs2LEDAQEBamfWVc35/dHHc2vi2K05Rks/29z9W3s9A4Z9TUt5PWvz/Jo6rrrHkfJ6vt9+vJ718/xSfo/W1vXc3H115XquqqpCWloaBg8eDDs7u2Z9hoVWQoIg4H6//U3tExsbW3fxBQcHayOipJrz+6OP59bEsVtzjJZ+trn7t/Z6Bgz7mpbyetbm+TV1XHWPI+X1fL/9eD3r5/ml/B6treu5ufvq8/XMh8IktGzZMo3sY6ik/Nq1eW5NHLs1x2jpZ5u7P6/npkn9tWvr/Jo6rrrHkfJ6Vuf8hkLqr9tQv0dr63pu7r5S/7m2Bu/Q6jFd/9cSUUvxmiZDwuuZDImuX8+8Q0tEREREeo2FVo85Oztj2bJlcHZ2ljoKkUbwmiZDwuuZDImuX88cckBEREREeo13aImIiIhIr7HQEhEREZFeY6ElIiIiIr3GQktEREREeo2FloiIiIj0GgstEREREek1Ftp26PPPP0f37t1hYmIChUIhdRyiFsnJycG4ceNgaWmJzp07Y//+/VJHIlIbvx+ToaiqqsKTTz4JHx8f2NjY4IEHHsDx48fb7PwstO2Qp6cnXn/9dURGRkodhajFnnnmGbi5uSEnJwfvv/8+HnnkEeTl5Ukdi0gt/H5MhkKpVMLPzw9Hjx5FYWEh5s2bhwkTJqC8vLxNzs+FFdqxp59+Gl5eXrwrQHqjtLQUDg4OSExMhJeXFwBgyJAhmDlzJp588kmJ0xGpj9+PyRA5ODjg0KFD6Natm9bPxTu0EikpKcGiRYswatQoODs7QxCERr+RlZaW4oUXXoCHhwfkcjnCw8OxadOmtg1MpAZNX+fXr1+HlZVVXZkFgNDQUMTGxmrzyyACwO/bZFi0fT3Hx8ejoqICHTt21EL6e7HQSiQvLw+rVq1CVVXVfX/UFBUVhXXr1mHZsmXYu3cvIiIiMH36dGzYsKFtwhKpSdPXeWlpKWxsbOp9zsbGBqWlpdqIT1QPv2+TIdHm9VxRUYGZM2di6dKlsLKy0kL6BogkCZVKJapUKlEURTEnJ0cEIC5btuye/X755RcRgLhhw4Z620eOHCl6eHiISqWybtuwYcNEMzOzBl8vv/zyPcd+6qmnGjwnkaZo+jo/f/68aG9vX2+fZ599VnzxxRe18wUQ3UUb37fv4Pdjamvaup6rq6vFcePGiTNnzqw7flvgHVqJCIIAQRDuu9/27dthZWWFKVOm1Ns+e/ZsZGRk4NSpU3XbDhw4gMrKygZfK1as0PjXQHQ/mr7OO3XqhNLSUty8ebNun5iYGAQHB2s2OFEDtPF9m0gq2rieVSoVZs6cCSMjI3zzzTfNOr6msNDquJiYGAQFBcHY2Lje9rCwsLr3W0qpVKKyshK1tbX1/ptIKs29zq2srDBx4kQoFApUVFRg9+7duHjxIiZMmNDmmYka05Lv2/x+TLquJdfz3LlzkZmZiR9//PGe/bWNhVbH5eXlwcHB4Z7td7apM13Rm2++CXNzc6xduxZvvfUWzM3N8f3337c6K5G6WnKdr1y5EhkZGXB0dMSCBQvw448/wsnJqc2yEt1PS65nfj8mXdfc6zklJQWrV6/GqVOn4OTkBCsrK1hZWeHIkSNtkrNt6zOppalb9urczlcoFJwahnROc69zZ2dn7Nmzpy0iEamtudczvx+TPmjO9ezr6wtRwplgeYdWxzk6OjZ4FzY/Px8AGvxXE5G+4XVOhoTXMxkSfbmeWWh1XGhoKK5cuQKlUllv++XLlwEAISEhUsQi0ihe52RIeD2TIdGX65mFVsdNmjQJpaWl2Lp1a73t69atg4eHB/r06SNRMiLN4XVOhoTXMxkSfbmeOYZWQnv37kVZWRlKSkoAAHFxcfjpp58AAGPHjoWFhQXGjBmDkSNHYt68eSguLkZAQAA2btyIffv2Yf369TAyMpLySyC6L17nZEh4PZMhMajruc1mvKV7+Pr6igAafCUlJdXtV1JSIj733HOim5ubaGpqKoaFhYkbN26ULjhRC/A6J0PC65kMiSFdz4IoSvhIGhERERFRK3EMLRERERHpNRZaIiIiItJrLLREREREpNdYaImIiIhIr7HQEhEREZFeY6ElIiIiIr3GQktEREREeo2FloiIiIj0GgstEREREek1FloiatfWrl0LQRAafP373/+WOp5Bev3119G1a1eoVKq6bYIg4Nlnn21w/59++gmCIOCPP/5o0Xkef/xxREZGtiIpEekLY6kDEBHpgjVr1iAwMLDeNg8PD4nSGK6MjAy8++67WLt2LWQy7d5TUSgUCAwMxMGDBzFs2DCtnouIpMVCS0QEICQkBL169WrWvjU1NRAEAcbG/BbaUp988gns7OwQFRWl9XN17NgRo0ePxttvv81CS2TgOOSAiKgJf/zxBwRBwPfff4+XXnoJnp6eMDMzQ0JCAgDg999/x/Dhw2FjYwMLCwv0798fBw4cuOc4v/zyC8LDw2FmZgZ/f3+8//77UCgUEAShbp/k5GQIgoC1a9fe83lBEKBQKOptu379OmbMmAEXFxeYmZkhKCgIX3zxRYP5N27ciCVLlsDDwwM2NjYYMWIE4uPj7znPvn37MHz4cNja2sLCwgJBQUFYsWIFAOD777+HIAg4ceLEPZ97/fXXYWJigoyMjEZ/L6urq/HNN99gxowZrbo7e+f3qbHX3R5//HH8/vvvuHHjhtrnIyLdx0JLRASgtrYWSqWy3utuixcvRmpqKr788kvs2rULLi4uWL9+PUaNGgUbGxusW7cOmzdvhoODAx588MF6pfbAgQOYOHEirK2tsWnTJrz33nvYvHkz1qxZo3beuLg4REREICYmBh988AF2796NcePG4bnnnsPy5cvv2f+VV15BSkoKVq9ejVWrVuH69esYP348amtr6/b55ptvMHbsWKhUqrqv87nnnsPNmzcBAFOnToWbm9s9pVmpVOKrr77CpEmTmhymcerUKeTl5WHo0KENvi+K4j1/Bkqlst5YWwBwd3fHiRMn6r1+/vln2NjYICgoqN6+Q4YMgSiK2LNnT9O/oUSk30QionZszZo1IoAGXzU1NeKhQ4dEAOKgQYPqfa6srEx0cHAQx48fX297bW2t2K1bN7F379512/r06SN6eHiIFRUVdduKi4tFBwcH8e5vw0lJSSIAcc2aNffkBCAuW7as7tcPPvig6OXlJRYVFdXb79lnnxXlcrmYn58viqJYl3/s2LH19tu8ebMIQDxx4oQoiqJYUlIi2tjYiAMGDBBVKlWjv1/Lli0TTU1NxVu3btVt+/HHH0UA4uHDhxv9nCiK4jvvvCMCELOyshr8+u73OnToUIPHLSsrE3v37i26u7uLycnJ97zv6ekpTp06tclsRKTfeIeWiAjAd999hzNnztR73T1G9uGHH663//Hjx5Gfn49Zs2bdczdx9OjROHPmDMrKylBWVoYzZ84gKioKcrm87vPW1tYYP368WlkrKytx4MABTJo0CRYWFvXOP3bsWFRWVuLkyZP1PjNhwoR6vw4LCwMApKSk1H09xcXFmD9//j0/tr/bvHnzAABff/113bbPP/8coaGhGDRoUJO5MzIyIAgCnJycGnz/kUceuefP4MyZM3jnnXcaPWZtbS2mTp2KK1euYM+ePfD19b1nHxcXF6SnpzeZjYj0G59oICICEBQU1ORDYe7u7vV+fevWLQDA5MmTG/1Mfn4+BEGASqWCm5vbPe83tK058vLyoFQq8dlnn+Gzzz5rcJ/c3Nx6v3Z0dKz3azMzMwBARUUFACAnJwcA4OXl1eS5XV1dMXXqVHz11Vd4+eWXERsbiyNHjuCrr766b+6KigqYmJjAyMiowfednZ0b/DNITk5u9Jj//Oc/sW/fvroxyg2Ry+V1XycRGSYWWiKiZvj7Xcs7dxk/++wzPPDAAw1+xtXVtW5GhKysrHve//u2O3dwq6qq6m3Py8ur92t7e3sYGRnh8ccfxzPPPNPguf39/Zv4au7l7OwMAHXjZZvy/PPP4/vvv8fOnTuxb98+2NnZ4dFHH73v55ycnFBdXY2ysjJYWlq2KF9DFAoFVq9ejTVr1mDUqFGN7pefnw8/P79Wn4+IdBcLLRGRGvr37w87OzvExcU1uiAAAJiamqJ3797Ytm0b3nvvvbrSWlJSgl27dtXb19XVFXK5HJcuXaq3fefOnfV+bWFhgaFDh+LChQsICwuDqalpq7+efv36wdbWFl9++SWmTZvW5LCDnj17ol+/fnjnnXcQExODOXPmNKug3pnn98aNG3VDHtT1zTffYPny5Xj99dfxxBNPNLqfUqlEWloaxo4d26rzEZFuY6ElIlKDlZUVPvvsM8yaNQv5+fmYPHkyXFxckJOTg+joaOTk5OC///0vAOCNN97A6NGjMXLkSLz00kuora3FO++8A0tLS+Tn59cdUxAEPPbYY/j222/RsWNHdOvWDadPn8aGDRvuOf8nn3yCAQMGYODAgZg3bx78/PxQUlKChIQE7Nq1CwcPHmzx1/PBBx/g6aefxogRI/CPf/wDrq6uSEhIQHR0ND7//PN6+z///POYOnUqBEHA/Pnzm3WOIUOGAABOnjzZqkJ74sQJ/POf/0T//v0xcuTIe8YL333H/NKlSygvL290ZgUiMgwstEREanrsscfg4+ODd999F3PnzkVJSQlcXFwQHh5e767hyJEjsWPHDixdurRu6qv58+ejoqLinim2PvjgAwDAu+++i9LSUgwbNgy7d+++50fmXbt2xfnz5/HGG29g6dKlyM7Ohp2dHTp16qT23cinnnoKHh4eeOedd/D0009DFEX4+flh1qxZ9+wbGRkJMzMzDB06FJ06dWrW8b29vTFw4EDs3LkTc+bMUSsjAMTHx0OpVOLYsWPo27fvPe+Lolj33zt27ICTk1OTQxKISP8J4t3/5xMRUZtRKBRYvnw59PHb8K5duzBhwgT88ssvLSrQW7duxdSpU5GSkgJPT08tJrw9A0JAQABmzJiBt956S6vnIiJpcdouIiJqtri4OOzduxcvvfQSwsPDMWbMmBZ9PioqChEREXWrj2nT+vXrUVpaioULF2r9XEQkLRZaIiJqtvnz52PChAmwt7fHxo0bm3x4rCGCIODrr7+Gh4fHPSuAaZpKpcIPP/wAOzs7rZ6HiKTHIQdEREREpNd4h5aIiIiI9BoLLRERERHpNRZaIiIiItJrLLREREREpNdYaImIiIhIr7HQEhEREZFeY6ElIiIiIr3GQktEREREeo2FloiIiIj0GgstEREREem1/wcqnlzHpK/lzgAAAABJRU5ErkJggg==", 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" ] diff --git a/examples/example-02.ipynb b/examples/example-02.ipynb index 8a6ae3d..36a796a 100644 --- a/examples/example-02.ipynb +++ b/examples/example-02.ipynb @@ -1,246 +1,246 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Example 2: Random vibration theory SRA\n", - "\n", - "Random vibration theory analysis to compute surface response spectrum and site \n", - "amplification functions." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import pystrata\n", - "\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Increased figure sizes\n", - "plt.rcParams[\"figure.dpi\"] = 120" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create a point source theory RVT motion" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "m = pystrata.motion.SourceTheoryRvtMotion(6.0, 30, \"wna\")\n", - "m.calc_fourier_amps()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots()\n", - "ax.plot(m.freqs, m.fourier_amps)\n", - "ax.set(\n", - " xlabel=\"Frequency (Hz)\", xscale=\"log\", ylabel=\"Fourier Ampl. (g-s)\", yscale=\"log\"\n", - ")\n", - "fig.tight_layout();" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create site profile\n", - "\n", - "This is about the simplest profile that we can create. Linear-elastic soil and rock." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "profile = pystrata.site.Profile(\n", - " [\n", - " pystrata.site.Layer(pystrata.site.SoilType(\"Soil\", 18.0, None, 0.05), 30, 400),\n", - " pystrata.site.Layer(pystrata.site.SoilType(\"Rock\", 24.0, None, 0.01), 0, 1200),\n", - " ]\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create the site response calculator" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "calc = pystrata.propagation.LinearElasticCalculator()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Specify the output" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "freqs = np.logspace(-1, 2, num=500)\n", - "\n", - "outputs = pystrata.output.OutputCollection(\n", - " [\n", - " pystrata.output.ResponseSpectrumOutput(\n", - " # Frequency\n", - " freqs,\n", - " # Location of the output\n", - " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", - " # Damping\n", - " 0.05,\n", - " ),\n", - " pystrata.output.ResponseSpectrumRatioOutput(\n", - " # Frequency\n", - " freqs,\n", - " # Location in (denominator),\n", - " pystrata.output.OutputLocation(\"outcrop\", index=-1),\n", - " # Location out (numerator)\n", - " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", - " # Damping\n", - " 0.05,\n", - " ),\n", - " ]\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Perform the calculation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Compute the response of the site, and store the state within the calculation object. Nothing is provided." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "calc(m, profile, profile.location(\"outcrop\", index=-1))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Calculate all of the outputs from the calculation object." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "outputs(calc)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot the outputs\n", - "\n", - "Create a few plots of the output." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" + "nbformat": 4, + "nbformat_minor": 4, + "metadata": {}, + "cells": [ + { + "metadata": {}, + "source": [ + "# Example 2: Random vibration theory SRA\n", + "\n", + "Random vibration theory analysis to compute surface response spectrum and site \n", + "amplification functions." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pystrata\n", + "\n", + "%matplotlib inline" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "# Increased figure sizes\n", + "plt.rcParams[\"figure.dpi\"] = 120" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Create a point source theory RVT motion" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "m = pystrata.motion.SourceTheoryRvtMotion(6.0, 30, \"wna\")\n", + "m.calc_fourier_amps()" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "fig, ax = plt.subplots()\n", + "ax.plot(m.freqs, m.fourier_amps)\n", + "ax.set(\n", + " xlabel=\"Frequency (Hz)\", xscale=\"log\", ylabel=\"Fourier Ampl. (g-s)\", yscale=\"log\"\n", + ")\n", + "fig.tight_layout();" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Create site profile\n", + "\n", + "This is about the simplest profile that we can create. Linear-elastic soil and rock." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "profile = pystrata.site.Profile(\n", + " [\n", + " pystrata.site.Layer(pystrata.site.SoilType(\"Soil\", 18.0, None, 0.05), 30, 400),\n", + " pystrata.site.Layer(pystrata.site.SoilType(\"Rock\", 24.0, None, 0.01), 0, 1200),\n", + " ]\n", + ")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Create the site response calculator" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "calc = pystrata.propagation.LinearElasticCalculator()" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Specify the output" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "freqs = np.logspace(-1, 2, num=500)\n", + "\n", + "outputs = pystrata.output.OutputCollection(\n", + " [\n", + " pystrata.output.ResponseSpectrumOutput(\n", + " # Frequency\n", + " freqs,\n", + " # Location of the output\n", + " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", + " # Damping\n", + " 0.05,\n", + " ),\n", + " pystrata.output.ResponseSpectrumRatioOutput(\n", + " # Frequency\n", + " freqs,\n", + " # Location in (denominator),\n", + " pystrata.output.OutputLocation(\"outcrop\", index=-1),\n", + " # Location out (numerator)\n", + " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", + " # Damping\n", + " 0.05,\n", + " ),\n", + " ]\n", + ")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Perform the calculation" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "Compute the response of the site, and store the state within the calculation object. Nothing is provided." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "calc(m, profile, profile.location(\"outcrop\", index=-1))" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "Calculate all of the outputs from the calculation object." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "outputs(calc)" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Plot the outputs\n", + "\n", + "Create a few plots of the output." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "for o in outputs:\n", + " o.plot(style=\"indiv\")" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [], + "cell_type": "code", + "outputs": [], + "execution_count": null } - ], - "source": [ - "for o in outputs:\n", - " o.plot(style=\"indiv\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 4 + ] } diff --git a/examples/example-03.ipynb b/examples/example-03.ipynb index 2692c41..06fc1d2 100644 --- a/examples/example-03.ipynb +++ b/examples/example-03.ipynb @@ -1,408 +1,408 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Example 3: Wave propagation calculators\n", - "\n", - "Use RVT input motion with:\n", - "1. Linear elastic\n", - "2. Equivalent linear (e.g., SHAKE)\n", - "3. Frequency-dependent equivalent linear" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import pystrata\n", - "\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Increased figure sizes\n", - "plt.rcParams[\"figure.dpi\"] = 120" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create a point source theory RVT motion" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "motion = pystrata.motion.SourceTheoryRvtMotion(7.0, 30, \"wna\")\n", - "motion.calc_fourier_amps()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create site profile\n", - "\n", - "Create a simple soil profile with a single soil layer with nonlinear properties defined by the Darendeli nonlinear model." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "profile = pystrata.site.Profile(\n", - " [\n", - " pystrata.site.Layer(\n", - " pystrata.site.DarendeliSoilType(\n", - " 18.0, plas_index=30, ocr=1, stress_mean=200\n", - " ),\n", - " 30,\n", - " 400,\n", - " ),\n", - " pystrata.site.Layer(pystrata.site.SoilType(\"Rock\", 24.0, None, 0.01), 0, 1200),\n", - " ]\n", - ").auto_discretize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create the site response calculator" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "calcs = [\n", - " (\"LE\", pystrata.propagation.LinearElasticCalculator()),\n", - " (\"EQL\", pystrata.propagation.EquivalentLinearCalculator(strain_ratio=0.65)),\n", - " (\n", - " \"FDM\",\n", - " pystrata.propagation.FrequencyDependentEqlCalculator(use_smooth_spectrum=False),\n", - " ),\n", - "]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Specify the output" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "freqs = np.logspace(-1, 2, num=500)\n", - "\n", - "outputs = pystrata.output.OutputCollection(\n", - " [\n", - " pystrata.output.AccelTransferFunctionOutput(\n", - " # Frequency\n", - " freqs,\n", - " # Location in (denominator),\n", - " pystrata.output.OutputLocation(\"outcrop\", index=-1),\n", - " # Location out (numerator)\n", - " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", - " ),\n", - " pystrata.output.ResponseSpectrumOutput(\n", - " # Frequency\n", - " freqs,\n", - " # Location of the output\n", - " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", - " # Damping\n", - " 0.05,\n", - " ),\n", - " pystrata.output.ResponseSpectrumRatioOutput(\n", - " # Frequency\n", - " freqs,\n", - " # Location in (denominator),\n", - " pystrata.output.OutputLocation(\"outcrop\", index=-1),\n", - " # Location out (numerator)\n", - " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", - " # Damping\n", - " 0.05,\n", - " ),\n", - " pystrata.output.MaxStrainProfile(),\n", - " pystrata.output.InitialVelProfile(),\n", - " pystrata.output.CompatVelProfile(),\n", - " ]\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Perform the calculation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Compute the response of the site, and store the state within the calculation object. Use the calculator, to compute the outputs." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "nbformat": 4, + "nbformat_minor": 4, + "metadata": {}, + "cells": [ { - "data": { - "text/plain": [ - "[('LE', ),\n", - " ('EQL', ),\n", - " ('FDM',\n", - " )]" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "calcs" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "metadata": {}, + "source": [ + "# Example 3: Wave propagation calculators\n", + "\n", + "Use RVT input motion with:\n", + "1. Linear elastic\n", + "2. Equivalent linear (e.g., SHAKE)\n", + "3. Frequency-dependent equivalent linear" + ], + "cell_type": "markdown" + }, { - "data": { - "text/plain": [ - "20" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "len(profile)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "properties = {}\n", - "\n", - "for name, calc in calcs:\n", - " calc(motion, profile, profile.location(\"outcrop\", index=-1))\n", - " outputs(calc, name)\n", - " properties[name] = {\n", - " key: getattr(profile[0], key) for key in [\"shear_mod_reduc\", \"damping\"]\n", - " }" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot the properties of the EQL and EQL-FDM methods" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "metadata": {}, + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pystrata\n", + "\n", + "%matplotlib inline" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "# Increased figure sizes\n", + "plt.rcParams[\"figure.dpi\"] = 120" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null }, { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "for key in properties[\"EQL\"].keys():\n", - " fig, ax = plt.subplots()\n", - "\n", - " ax.axhline(properties[\"EQL\"][key], label=\"EQL\", color=\"C0\")\n", - " ax.plot(motion.freqs, properties[\"FDM\"][key], label=\"FDM\", color=\"C1\")\n", - "\n", - " ax.set(\n", - " ylabel={\"damping\": \"Damping (dec)\", \"shear_mod_reduc\": r\"$G/G_{max}$\"}[key],\n", - " xlabel=\"Frequency (Hz)\",\n", - " xscale=\"log\",\n", - " )\n", - " ax.legend()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot the outputs\n", - "\n", - "Create a few plots of the output." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "metadata": {}, + "source": [ + "## Create a point source theory RVT motion" + ], + "cell_type": "markdown" + }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "motion = pystrata.motion.SourceTheoryRvtMotion(7.0, 30, \"wna\")\n", + "motion.calc_fourier_amps()" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "## Create site profile\n", + "\n", + "Create a simple soil profile with a single soil layer with nonlinear properties defined by the Darendeli nonlinear model." + ], + "cell_type": "markdown" }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "profile = pystrata.site.Profile(\n", + " [\n", + " pystrata.site.Layer(\n", + " pystrata.site.DarendeliSoilType(\n", + " 18.0, plas_index=30, ocr=1, stress_mean=200\n", + " ),\n", + " 30,\n", + " 400,\n", + " ),\n", + " pystrata.site.Layer(pystrata.site.SoilType(\"Rock\", 24.0, None, 0.01), 0, 1200),\n", + " ]\n", + ").auto_discretize()" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null }, { - "data": { - "image/png": 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//VVr1qzRNddco8DAQHfHAQAAQCW89u34kSNHKjo6Wl27dlVERIT++9//asaMGTp69KgWLlzo7ngAAAC4CK8toXFxcXr33Xc1d+5cnTp1SmFhYerdu7feeustdevWzd3xAAAAcBFeW0IfffRRPfroo+6OAQCoibyD0uwe9mNBBcr2MWRNj3NPpjKBoVJwhMNwcutk2eJtbggE1G/16jOhAAAPFpsihbVxGE4u9lN0qZsvJi05IxWedBjOzs9WRlaGGwIB9Z/XroQCALxMYuq57QK285tbla3OWlfbDVtXW02PAlwqWAkFAACA6SihAAAAMB0lFAAAAKajhAIAAMB0lFAAAACYjhIKAAAA01FCAQAAYDpKKAAAAExHCQUAAIDpKKEAAAAwHSUUAAAApqOEAgAAwHSUUAAAAJiOEgoAAADTUUIBAABgOkooAAAATEcJBQAAgOkooQAAADCdn7sDAADgEfIOSrN72I8FFSjbx5A1Pa5unzswVAqOsBtKbp0sW7ytbp8XcCNWQgEAiE2Rwto4DCcX+ym61FK3z11yRio8aTeUnZ+tjKyMun1ewM1YCQUAIDH13HYB2/mtTpWtvlpXlw9ZV1vr+lkBt2MlFAAAAKajhAIAAMB0lFAAAACYjhIKAAAA01FCAQAAYDpKKAAAAExHCQUAAIDpKKEAAAAwHSUUAAAApqOEAgAAwHSUUAAAAJiOEgoAAADTUUIBAABgOkooAAAATEcJBQAAgOkooQAAADAdJRQAAACmo4QCAADAdJRQAAAAmM7P3QEAALjk5R2UZvf4/XFQgbJ9DFnT41z3HIGhUnBE+cPk1smyxdtcd36ghlgJBQDAnWJTpLA2dkPJxX6KLrW47jlKzkiFJ8sfZudnKyMrw3XnB5zASigAAO6UmHpu+wPb+c1lylZZravP/2F15dkBp7ASCgAAANNRQgEAAGA6SigAAABMRwkFAACA6SihAAAAMB0lFAAAAKajhAIAAMB0lFAAAACYjhIKAAAA01FCAQAAYDpKKAAAAEzncSU0Pz9ff/3rXzVgwABFRkbKYrFo2rRpFc7duXOnbrjhBoWEhKhx48ZKSUnRwYMHzQ0MAACAGvO4Epqbm6vXX39dRUVFslqtlc7bv3+/EhMTdebMGS1btkzp6en6/vvvdf311ysnJ8e8wAAAAKgxP3cHuFDLli3166+/ymKx6JdfftEbb7xR4bwpU6YoICBAa9asUWhoqCSpS5cuuuqqqzR9+nS9+OKLZsYGAABADXjcSqjFYpHFYrnonOLiYq1Zs0a33XZbeQGVzhXYpKQkrVq1qq5jAgAAoBY8biW0Og4cOKCCggLFxcU57IuLi9PHH3+swsJCBQYGVnj8sWPHHN6yz8zMrJOsAAAAcOSVJTQ3N1eSFBYW5rAvLCxMhmHo119/VdOmTSs8fs6cOUpLS6vTjAAAAKicV5bQMhd72/5i+8aNG6dhw4bZjWVmZl70QigAAAC4jleW0PDwcEm/r4j+UV5eniwWixo3blzp8VFRUYqKiqqreAAAAKiCV5bQtm3bKigoSLt27XLYt2vXLrVr167Sz4MCAHBJyjsoze5x7u9BBcr2MWRNd7y2otoCQ6XgiPKHya2TZYu31TIkLiUed3V8dfj5+enmm2/WypUrlZ+fXz6enZ2tTZs2KSUlxY3pAADwMLEpUlib8ofJxX6KLr34nWguquSMVHiy/GF2frYysjJqkxCXII9cCV27dq1Onz5dXjD37t2r9957T5J00003KTg4WGlpaerWrZsGDx6sRx99VIWFhZoyZYoiIiI0adIkd8YHAMCzJKae286znd+cVraial19/g9rbc6GS5RHllCbzabDhw+XP16+fLmWL18uScrKylKrVq0UExOjzZs3KzU1VUOHDpWfn5/69u2r6dOnKzIy0l3RAQAAUA0eWUIPHTpUrXldunTR+vXr6zYMAAAAXM4rPxMKAAAA70YJBQAAgOkooQAAADAdJRQAAACmo4QCAADAdJRQAAAAmI4SCgAAANNRQgEAAGA6SigAAABMRwkFAACA6SihAAAAMB0lFAAAAKajhAIAAMB0lFAAAACYjhIKAAAA01FCAQAAYDo/Zw/MysrShx9+qK1bt+qHH35QQUGBIiIi1KFDB/Xt21f9+/eXv7+/K7MCAACgnqhxCd28ebNeeOEFrV+/XqWlpWrevLmioqIUGBiorKwsffLJJ3r55ZcVGRmp++67Tw8//LBCQ0PrIjsAAHCXvIPS7B7n/h5UoGwfQ9b0uJqdIzBUCo4of5jcOlm2eJsLQ8KT1ejt+CFDhmjAgAG67LLLtGTJEh09elRHjhzR119/ra1bt2rfvn06ceKEvv76a9133316++23ddVVV2n9+vV1lR8AAJgtNkUKa1P+MLnYT9Gllpqdo+SMVHiy/GF2frYysjJclRBeoEYroQ0bNtT+/fvVpk2bSuf4+vqqc+fO6ty5s6ZNm6a33npLP/zwQ62DAgAAD5GYem47z3Z+q5GyVVTr6vN/WF0QDN6kRiX0zTffrNHJfXx8NGrUqBodAwAAgPqPq+MBAABgOqevji+zZ88eHT58WIWFhQ77UlJSant6AAAA1ENOl9ADBw5o6NCh+s9//iNJMgzDbr/FYlFJSUnt0gEAAKBecrqE3nvvvfr555/1yiuvqH379rrssstcmQsAAAD1mNMl9Msvv9S8efM0fPhwV+YBAADAJcDpC5MiIyPVqFEjV2YBAADAJcLpEmqz2TRv3jxXZgEAAMAlwum34x955BFNmjRJXbp00Y033qiwsDC7/RaLRRMnTqx1QAAAANQ/TpfQ7du3a9GiRcrLy9O///1vh/2UUAAAAFTG6RJ6//33KyIiQunp6VwdDwAAgBpxuoTu2bNHS5cu1S233OLKPAAAALgEOH1hUnR0tMMN6gEAAIDqcLqEPvroo5o+fXqFX9cJAAAAXIzTb8fv3LlTP/zwg9q2baukpKQKr46fOXNmrQMCAACg/nG6hP7jH/8o//vixYsd9lNCAQAAUBmnS2hpaakrcwAAAOAS4vRnQgEAAABn1aiEnj592qkncfY4AAAA1E81eju+devWeuyxxzR27FiFhoZWOX/Hjh16+umn1a1bNz355JNOhwQAAPVQ3kFpdo9zfw8qULaPIWt6XNXHBYZKwRHlD5NbJ8sWb6ujkKgrNVoJnT59ul5++WU1bdpUw4cP12uvvaYdO3bo8OHDOnr0qPbt26c1a9boiSeeUKdOnZSQkKAGDRro7rvvrqv8AADAG8WmSGFtyh8mF/sputRS9XElZ6TCk+UPs/OzlZGVURcJUcdqtBJ61113adiwYVq4cKHmzp2rZcuWyWKx/wdjGIaCgoI0dOhQLVy4UF26dHFpYAAAUA8kpp7bzrOd36pUtnJqXX3+D6uLg8EsNb46PigoSDabTTabTT/88IM+//xz/fjjjyooKFBERIRiYmLUo0cP+fv710VeAAAA1ANO36JJkpo3b65hw4a5KgsAAAAuEdyiCQAAAKajhAIAAMB0lFAAAACYjhIKAAAA01FCAQAAYDpKKAAAAExXq1s05efna+3atTp8+LAKCgrs9lksFr6qEwAAABVyuoRu375dgwYNUl5eXoX7KaEAAACojNNvx0+cOFHNmzfXl19+qcLCQpWWltptJSUlrswJAACAesTpldBdu3Zp8eLF6tq1qyvzAAAA4BLg9EpoZGSkK3MAAADgEuJ0CX3ggQc0d+5cGYbhyjwAAAC4BNTo7fiXX37Z7vG+ffvUuXNnDRo0SOHh4Xb7LBaLJk6cWONA+fn5evrpp/XNN9/o3//+t3755RdNnTpV06ZNs5s3evRoLVq0yOH4q6++Wvv376/x8wIAAMA8NSqhDz/8cIXj//nPfxzGnC2hubm5ev311xUfHy+r1ao33nij0rlBQUHauHGjwxgAAAA8W41KaFZWVl3lKNeyZUv9+uuvslgs+uWXXy5aQn18fJSQkFDnmQAAAOBaNSqhLVu2rKsc5SwWS50/BwAAANzL6Vs0+fr66osvvlD37t0d9n399dfq3r17nd8rtKCgQFdccYVycnLUtGlTWa1WPfXUUwoLC7vocceOHVNOTo7dWGZmZl1GBQAArpJ3UJrd49zfgwqU7WPImh538WMCQ6XgiPKHya2TZYu31WFIVMXpEnqxq+JLS0vrfEUzPj5e8fHx6tixoyRpy5YteuWVV7Rhwwbt2LFDISEhlR47Z84cpaWl1Wk+AABQB2JTpD0ryx8mF/spw6/44seUnJEKT5aX0Oz8bGVkZVBC3axW3x1fWdH8+uuv1ahRo9qcukoXXvTUv39/de7cWUOHDtW8efMuelHUuHHjNGzYMLuxzMxMWa3WuogKAABcJTH13Hae7fx2UWWrptbV5/+w1kEw1FSNSujMmTM1c+ZMSecKqNVqVUBAgN2cgoICHTt2TEOHDnVdymoaMmSIGjRooG3btl10XlRUlKKiokxKBQAAgAvVqIRGRUUpNjZWknTo0CG1adNGjRs3tpsTEBCgTp06acKECS4LWROGYcjHx+l78AMAAMAENSqhI0aM0IgRIyRJSUlJevXVVxUTE1MnwZzx3nvv6bfffuO2TQAAAB7O6c+Ebtq0yZU57Kxdu1anT59Wfn6+JGnv3r167733JEk33XSTcnJyNHLkSA0fPlzt2rWTxWLRli1b9Le//U2xsbG655576iwbAAAAaq9WFyadPHlSs2fP1qZNm5Sbm6vw8HAlJSXJZrM5vE1fEzabTYcPHy5/vHz5ci1fvlzSuRvmN2rUSE2aNNHLL7+so0ePqqSkRC1bttSDDz6oyZMnq0GDBrV5WQAAAKhjTpfQrKwsJSUlKTs7Wy1bttQVV1yh//73v1q/fr3mzp2rTZs2qU2bNk6d+9ChQ1XOWblyZZVzAAAA4JmcvoJnwoQJKiws1NatW5WVlaUvvvhCWVlZ+uyzz1RUVKSHHnrIhTEBAABQnzhdQjdu3Khnn31WPXv2tBvv1auXnnnmGW3cuLHW4QAAAFA/OV1CAwIC1KJFiwr3RUdHO9w/FAAAACjjdAm99dZbyy8WutDy5cs1ePBgp0MBAACgfnP6wqSRI0dq7NixGjZsmEaOHKkrrrhCP//8s9555x199dVXmj9/vnbu3Fk+/9prr3VJYAAAAHg/p0vogAEDJElHjhyxu1LdMAy7/YZhyGKxqKSkpDY5AQAAUI84XUIXLFjgyhwAAAC4hDhdQkeNGuXKHAAAALiEOH1h0h9999132rp1q06fPu2K0wEAAKCeq1UJffPNN3XllVeqQ4cO+vOf/6zvvvtOknT77bdr3rx5LgkIAACA+sfpErp8+XKNHj1a1157rf7xj3+UX5AknbsSftmyZS4JCAAAgPrH6RL6/PPPa8yYMfrXv/6le++9125f+/bttXfv3lqHAwAAQP3kdAndt2+fhg8fXuG+sLAw5ebmOh0KAAAA9ZvTV8cHBwfrxIkTFe774YcfdPnllzsdCgAAwKXyDkqze5z7e1CBsn0MWdPjKp4bGCoFR0iSklsnyxZvMynkpcXpldDrrrvO4bOgZRYuXKjExMTa5AIAAHCN2BQprE35w+RiP0WXWiqeW3JGKjwpScrOz1ZGVoYZCS9JTq+ETpkyRb1791b37t01cuRIWSwWrVy5UlOnTtUnn3yiL7/80pU5AQAAnJOYem47z3Z+q1DZaql1tayrrXUc7NLm9Epo165dtXbtWp06dUqTJk2SYRh67rnn9P333+vDDz9Ux44dXZkTAAAA9YjTK6GSlJSUpH379unAgQM6evSoIiIi9Kc//clV2QAAAFBP1aqElmnbtq3atm3rilMBAADgEuBUCc3JydFrr72mTz75RD/++KMkqVmzZkpKStK9996r8PBwl4YEAABA/VLjErphwwbddtttOnnypHx9fRURESHDMPTdd99p/fr1mj59ulatWqU///nPdZEXAAAA9UCNLkzKycnRHXfcoUaNGmnZsmU6ceKEfvrpJ/388886ceKEli5dqgYNGmjo0KHcrB4AAACVqlEJnT9/vkpKSrR161YNHTpUwcHB5fuCg4N1++2367PPPtPZs2c1f/58l4cFAABA/VCjErpu3TrdfffduvLKKyudEx0drTFjxuijjz6qdTgAAADUTzUqofv27VPv3r2rnHf99ddr3759TocCAABA/VajEnr8+HFFRUVVOS8qKkrHjx93NhMAAADquRqV0KKiIvn7+1c5z8/PT2fOnHE6FAAAAOq3Gt+i6bvvvpOf38UP279/v9OBAAAAUP/VuISOHj26yjmGYchisTiTBwAAAJeAGpXQBQsW1FUOAAAAXEJqVEJHjRpVVzkAAABwCanRhUkAAACAK1BCAQAAYDpKKAAAAExHCQUAAIDpanyLJgAAgHot76A0u4cUVKBsH0PW9LiK5wWGSsERkqTk1smyxdtMDOn9WAkFAAAoE5sihbWRJCUX+ym6tJL7npeckQpPSpKy87OVkZVhVsJ6g5VQAACAMomp5zZJtvNbhWb3OPendbWsq60mBKt/WAkFAACA6SihAAAAMB0lFAAAAKajhAIAAMB0lFAAAACYjhIKAAAA01FCAQAAYDpKKAAAAExHCQUAAIDpKKEAAAAwHSUUAAAApqOEAgAAwHSUUAAAAJiOEgoAAADTUUIBAABgOkooAAAATEcJBQAAgOkooQAAADCdR5XQjRs36u6771ZMTIwaNGig5s2b69Zbb9XXX3/tMHfnzp264YYbFBISosaNGyslJUUHDx50Q2oAAADUlJ+7A/zRq6++qtzcXE2YMEEdOnRQTk6OZsyYoYSEBGVkZKhv376SpP379ysxMVHXXHONli1bpsLCQk2ZMkXXX3+9vvnmG0VGRrr5lQAAgHov76A0u4cUVKBsH0PW9DjHOYGhUnCEklsnyxZvMz+jB/OoEjp79mxFRUXZjQ0cOFDt2rXTc889V15Cp0yZooCAAK1Zs0ahoaGSpC5duuiqq67S9OnT9eKLL5qeHQAAXEJiU6Q9KyVJycV+yvArdpxTckYqPKnskt+UkZVBCb2AR5XQCwuoJIWEhKhDhw46cuSIJKm4uFhr1qzRXXfdVV5AJally5ZKSkrSqlWrKKEAAKBuJaae2yTZzm8OZveQJFnDmpoWy5t4VAmtyIkTJ7Rz587yVdADBw6ooKBAcXGOS95xcXH6+OOPVVhYqMDAwErPeezYMeXk5NiNZWZmujY4AAAAKuXxJXT8+PE6ffq0Hn/8cUlSbm6uJCksLMxhblhYmAzD0K+//qqmTSv/v445c+YoLS2tbgIDAACgSh5dQp988km98847mjVrlrp06WK3z2KxVHrcxfZJ0rhx4zRs2DC7sczMTFmtVqezAgAAoPo8toSmpaXpmWee0bPPPqv777+/fDw8PFzS7yuif5SXlyeLxaLGjRtf9NxRUVEVfv4UAAAA5vCo+4SWSUtL07Rp0zRt2jRNnjzZbl/btm0VFBSkXbt2ORy3a9cutWvX7qKfBwUAAID7eVwJffrppzVt2jQ98cQTmjp1qsN+Pz8/3XzzzVq5cqXy8/PLx7Ozs7Vp0yalpKSYGRcAAABO8Ki342fMmKEpU6Zo4MCBGjRokLZt22a3PyEhQdK5ldJu3bpp8ODBevTRR8tvVh8REaFJkya5IzoAAABqwKNK6Pvvvy9J+uijj/TRRx857DcMQ5IUExOjzZs3KzU1VUOHDpWfn5/69u2r6dOn821JAAAAXsCjSujmzZurPbdLly5av3593YUBAABAnfG4z4QCAACg/qOEAgAAwHSUUAAAAJiOEgoAAADTUUIBAABgOkooAAAATEcJBQAAgOkooQAAADAdJRQAAACmo4QCAADAdB71tZ0AAAD1St5BKahA2T6GrOlxjvsDQ6XgCCW3TpYt3mZ+PjdiJRQAAKAuxKZIYW2UXOyn6FKL4/6SM1LhSWXnZysjK8P8fG7GSigAAEBdSEyVElNlk1ThGufsHpIka1hTM1N5DFZCAQAAYDpKKAAAAExHCQUAAIDpKKEAAAAwHSUUAAAApqOEAgAAwHSUUAAAAJiOEgoAAADTUUIBAABgOkooAAAATEcJBQAAgOkooQAAADAdJRQAAACmo4QCAADAdJRQAAAAmI4SCgAAANNRQgEAAGA6SigAAABM5+fuAAAAAJesvINSUIGyfQxZ0+Ps9wWGSsERkqTk1smyxdvcELDusBIKAADgDrEpUlgbJRf7KbrUYr+v5IxUeFKSlJ2frYysDDcErFushAIAALhDYqqUmCqbJIc1ztk9zv1pXS3raqu5uUzCSigAAABMRwkFAACA6SihAAAAMB0lFAAAAKajhAIAAMB0lFAAAACYjhIKAAAA01FCAQAAYDpKKAAAAExHCQUAAIDpKKEAAAAwHSUUAAAApqOEAgAAwHSUUAAAAJiOEgoAAADTUUIBAABgOkooAAAATEcJBQAAgOkooQAAADCdn7sDAAAAoAJ5B6XZPaSgAmX7GLKmx/2+LzBUCo5Qcutk2eJt7stYC6yEAgAAeJrYFCmsjSQpudhP0aWW3/eVnJEKTyo7P1sZWRluClh7rIQCAAB4msTUc5sk2/mt3OwekiRrWFPTY7mSR62Ebty4UXfffbdiYmLUoEEDNW/eXLfeequ+/vpru3mjR4+WxWJx2GJiYtyUHAAAADXhUSuhr776qnJzczVhwgR16NBBOTk5mjFjhhISEpSRkaG+ffuWzw0KCtLGjRvtjg8KCjI7MgAAAJzgUSV09uzZioqKshsbOHCg2rVrp+eee86uhPr4+CghIcHsiAAAAHABj3o7/sICKkkhISHq0KGDjhw54oZEAAAAqAsetRJakRMnTmjnzp12q6CSVFBQoCuuuEI5OTlq2rSprFarnnrqKYWFhVV5zmPHjiknJ8duLDMz06W5AQAAUDmPL6Hjx4/X6dOn9fjjj5ePxcfHKz4+Xh07dpQkbdmyRa+88oo2bNigHTt2KCQk5KLnnDNnjtLS0uo0NwAAACrn0SX0ySef1DvvvKNZs2apS5cu5eMTJ060m9e/f3917txZQ4cO1bx58xz2X2jcuHEaNmyY3VhmZqasVqvLsgMAAKByHltC09LS9Mwzz+jZZ5/V/fffX+X8IUOGqEGDBtq2bVuVc6Oioir8/CkAAADM4VEXJpVJS0vTtGnTNG3aNE2ePLnaxxmGIR8fj3xJAAAA+AOPa2xPP/20pk2bpieeeEJTp06t9nHvvfeefvvtN27bBAAA4AU86u34GTNmaMqUKRo4cKAGDRrk8NZ6QkKCDh8+rJEjR2r48OFq166dLBaLtmzZor/97W+KjY3VPffc46b0AAAAqC6PKqHvv/++JOmjjz7SRx995LDfMAyFhoaqSZMmevnll3X06FGVlJSoZcuWevDBBzV58mQ1aNDA7NgAAACoIY8qoZs3b65yzuWXX66VK1fWfRgAAADUGY/7TCgAAADqP0ooAAAATEcJBQAAgOkooQAAADAdJRQAAACmo4QCAADAdB51iyYAAABUQ95BKahA2T6GrOlx58YCQ6XgCCW3TpYt3ubefNXASigAAIA3iU2RwtooudhP0aWWc2MlZ6TCk8rOz1ZGVoZ781UTK6EAAADeJDFVSkyVTVL5eufsHpIka1hTd6WqMVZCAQAAYDpKKAAAAExHCQUAAIDpKKEAAAAwHSUUAAAApqOEAgAAwHSUUAAAAJiOEgoAAADTUUIBAABgOkooAAAATEcJBQAAgOkooQAAADAdJRQAAACmo4QCAADAdJRQAAAAmI4SCgAAANNRQgEAAGA6SigAAABMRwkFAACA6fzcHQAAAAAukHdQCipQto8ha3qcFBgqBUcouXWybPE2d6dzwEooAACAt4tNkcLaKLnYT9GlFqnkjFR4Utn52crIynB3ugqxEgoAAODtElOlxFTZJNkkaXYPSZI1rKk7U10UK6EAAAAwHSUUAAAApqOEAgAAwHSUUAAAAJiOEgoAAADTUUIBAABgOkooAAAATEcJBQAAgOkooQAAADAdJRQAAACmo4QCAADAdJRQAAAAmI4SCgAAANNRQgEAAGA6SigAAABMRwkFAACA6SihAAAAMB0lFAAAAKajhAIAAMB0lFAAAACYzs/dAQAAAOBil7eWJLVoGOnmIJWjhAIAANQ3I5dKkma5OcbF8HY8AAAATEcJBQAAgOkooQAAADCdR5XQb775RoMGDVJ0dLSCgoIUFhamnj176u2333aYu3PnTt1www0KCQlR48aNlZKSooMHD7ohNQAAAGrKo0ro8ePH1aJFCz333HP68MMP9eabb6pVq1b6y1/+omeeeaZ83v79+5WYmKgzZ85o2bJlSk9P1/fff6/rr79eOTk5bnwFAAAAqA6LYRiGu0NUJSEhQT/++KOys7MlSbfffrs2bdqkAwcOKDQ0VJJ0+PBhXXXVVZo4caJefPHFGj/Hnj171LFjR+3evVuxsbEuzQ8AAFDf1bRLedRKaGUiIiLk53fublLFxcVas2aNbrvttvICKkktW7ZUUlKSVq1a5a6YAAAAqCaPLKGlpaUqLi5WTk6O5syZo4yMDKWmpkqSDhw4oIKCAsXFxTkcFxcXp8zMTBUWFpodGQAAADXgkTerHzdunF577TVJ0mWXXaa///3vuu+++yRJubm5kqSwsDCH48LCwmQYhn799Vc1bdq00vMfO3bM4bOjmZmZrooPAACAKnhkCZ08ebLuueceHTt2TO+//77uv/9+nT59Wg8//HD5HIvFUunxF9snSXPmzFFaWprL8gIAAKBmPLKERkdHKzo6WpJ00003SZIee+wxjRo1SuHh4ZJ+XxH9o7y8PFksFjVu3Pii5x83bpyGDRtmN5aZmSmr1Vr78AAAAKiSR5bQC3Xv3l1z587VwYMH1aVLFwUFBWnXrl0O83bt2qV27dopMDDwoueLiopSVFRUXcUFAABAFTzywqQLbdq0ST4+PmrTpo38/Px08803a+XKlcrPzy+fk52drU2bNiklJcWNSQEAAFAdHrUSeu+99yo0NFTdu3dXkyZN9Msvv2j58uV699139cgjjygyMlKSlJaWpm7dumnw4MF69NFHVVhYqClTpigiIkKTJk1y86sAAABAVTyqhPbs2VMLFizQokWLdPz4cYWEhCg+Pl5vvfWW7rzzzvJ5MTEx2rx5s1JTUzV06FD5+fmpb9++mj59enlRBQAAgOfyqBI6ZswYjRkzplpzu3TpovXr19dxIgAAANQFr/hMKAAAAOoXj1oJdaeioiJJ3LQeAADAGWUdqqxTVYUSet6RI0ckiXuFAgAA1MKRI0d07bXXVjnPYhiGYUIej3f8+HFt2bJFLVq0UEBAQPl42U3sV69erXbt2rkxIZzVsWNH7d69290x3M5bfw6elttdecx43rp4Dlee0xXn4ne69/O03wnu4Kk/g6KiIh05ckR9+vSp8ouDJEpolfbs2VP+Hzs2NtbdceAEi8Ui/pl778/B03K7K48Zz1sXz+HKc7riXPxO936e9jvBHerLz4ALk1DvTZ061d0RPIK3/hw8Lbe78pjxvHXxHK48p6f9W4B78O+g/vwMWAmtAv/XDAD1B7/TAc/BSigAAABMRwmtQmRkpKZOnco3MQFAPcDvdMBz8HY8AAAATMdKKAAAAExHCQUAAIDpKKEAAAAwHSUUAAAApqOEAgAAwHSUUAAAAJiOElpHEhMTFRgYqJCQEIWEhKhv377ujgQAqKUvvvhCPj4+euaZZ9wdBfB6lNA69MYbb+jUqVM6deqUNm7c6O44AIBaKC0t1cSJE9WtWzd3RwHqBT93BwAAwBu8/vrr6tGjh06cOOHuKEC9UK9XQvPz8/XXv/5VAwYMUGRkpCwWi6ZNm1bh3FOnTumhhx5Ss2bNFBgYqGuuuUZLly6t1fNPnDhRkZGR6tu3r3bu3FmrcwHApc6dv9Pz8vL0t7/9rdLnA1Bz9bqE5ubm6vXXX1dRUZGsVutF56akpGjRokWaOnWq1q5dq27dumnEiBFavHixU8/90ksvKSsrS9nZ2Ro8eLBuvPFGHT9+3KlzAQDc+zt98uTJeuihh3T55Zc7dTyAChj1WGlpqVFaWmoYhmHk5OQYkoypU6c6zPvggw8MScbixYvtxvv37280a9bMKC4uLh/r27evERAQUOH26KOPVpolNjbW+OCDD1zzwgDgEuSu3+k7d+40OnfuXH7cqFGjjKeffrqOXiVw6ajXnwm1WCzVmrdq1SqFhIRo2LBhduNjxozRyJEjtX37dvXq1UuStGHDBqey+PjU60VnAKhz7vqdvmXLFn3//fdq3ry5JOnEiRPy8/PTgQMHtGDBghq+CgBlaEaSdu/erfbt28vPz76Tx8XFle+viePHj+vjjz9WUVGRzpw5o7///e/6+eef1bNnT5dlBgBUzNW/0++9915lZmbqm2++0TfffKNbbrlF48eP1yuvvOKyzMClqF6vhFZXbm6u2rRp4zAeFhZWvr8mzp49q8cee0z79+/XZZddpvj4eH344Yd8lggATODq3+nBwcEKDg4ufxwUFKSQkBA1bty4VjmBSx0l9LyLvc1T3beAykRGRuqrr76qbSQAgJNc+Tv9QgsXLqzV8QDO4e14SeHh4RX+n3FeXp6k3//vGQDg+fidDngHSqikTp06ad++fSouLrYb37VrlySpY8eO7ogFAHACv9MB70AJlTRkyBCdOnVKK1assBtftGiRmjVrph49ergpGQCgpvidDniHev+Z0LVr1+r06dPKz8+XJO3du1fvvfeeJOmmm25ScHCwbrzxRvXv3182m00nT55Uu3bttGTJEn300Ud6++235evr686XAAA4j9/pQP1hMQzDcHeIutSqVSsdPny4wn1ZWVlq1aqVpHNf8fb4449r2bJlysvLU0xMjB577DENHz7cxLQAgIvhdzpQf9T7EgoAAADPw2dCAQAAYDpKKAAAAExHCQUAAIDpKKEAAAAwHSUUAAAApqOEAgAAwHSUUAAAAJiOEgoAAADTUUIBAABgOkooAI+zcOFCWSwWWSwWbd682WG/YRhq166dLBaLEhMTTc9Xme3bt2vIkCGKjo5WQECAmjRpop49e2rSpEl28+bMmaOFCxfWWQ6LxaJp06a5/Lx33323Bg4cWOW8zZs3V/rfzhU2bNigkJAQ/fDDD3VyfgDmoIQC8FgNGzbU/PnzHca3bNmiAwcOqGHDhm5IVbEPPvhAvXr10smTJ/XSSy9p3bp1mjlzpq677jq9++67dnPruoR+8cUXuueee1x6zn//+99atGiRnnnmGZee1xn9+vVT9+7dNXnyZHdHAVALlFAAHuuOO+7QihUrdPLkSbvx+fPnq2fPnoqOjnZTMkcvvfSSWrdurYyMDA0fPlx9+vTR8OHDNX36dGVnZzt93rNnz6q4uLhGxyQkJOjKK690+jkr8sILL6h79+7q2rWrS8/rrPHjx+udd97RkSNH3B0FgJMooQA81ogRIyRJS5YsKR87ceKEVqxYobvvvrvCY9LS0tSjRw+FhYUpNDRU1157rebPny/DMMrnfPbZZ/L399fDDz9sd2zZxwAqWn2tSm5uriIiIuTn5+ewz8fn91+1rVq10p49e7Rly5byjxy0atVK0u9vY7/11luaNGmSmjdvroCAAGVmZionJ0fjxo1Thw4dFBISoqioKPXt21effvqpw/Nd+HZ82evatGmTbDabIiIiFB4erpSUFP34449VvrajR49q1apV+stf/uKwb//+/Ro4cKCCg4MVERGh//3f/1V+fn6F51m/fr369eun0NBQBQcH67rrrtOGDRsqPOeIESPUpEkTBQQEKDo6WnfddZeKiorK59x8880KCQnRvHnzqswPwDNRQgF4rNDQUA0dOlTp6enlY0uWLJGPj4/uuOOOCo85dOiQ7rvvPi1btkwrV65USkqKHnjgAT399NPlc3r37q1nnnlGM2bM0L/+9S9J0p49ezR+/HjdeeedGjt2bI2z9uzZU9u3b9eDDz6o7du36+zZsxXOW7Vqldq0aaPOnTvriy++0BdffKFVq1bZzXnssceUnZ2tuXPn6v3331dUVJTy8vIkSVOnTtUHH3ygBQsWqE2bNkpMTKz2Zy/vuece+fv7a/HixXrppZe0efNm3XnnnVUet27dOp09e1ZJSUl240ePHlWfPn20e/duzZkzR2+99ZZOnTql+++/3+Ecb7/9tgYMGKDQ0FAtWrRIy5YtU1hYmJKTk+2K6Lfffqtu3bpp27Zteuqpp7R27Vo9//zzKioq0pkzZ8rnXXbZZerVq5c++OCDar12AB7IAAAPs2DBAkOSsWPHDmPTpk2GJGP37t2GYRhGt27djNGjRxuGYRixsbFGnz59Kj1PSUmJcfbsWeOpp54ywsPDjdLS0vJ9paWlxk033WQ0btzY2L17t9GhQwcjJibGOHXqlFOZf/nlF6N3796GJEOS4e/vb/Tq1ct4/vnnjfz8fLu5leUue61//vOfq3y+4uJi4+zZs0a/fv2MIUOG2O2TZEydOrX8cdnPc9y4cXbzXnrpJUOS8dNPP130uWw2mxEUFGT38zMMw0hNTTUsFovxzTff2I3379/fkGRs2rTJMAzDOH36tBEWFmbcfPPNdvNKSkqM+Ph4o3v37uVjffv2NRo3bmwcO3bsopkMwzAef/xxw8fHx+n/ZgDci5VQAB6tT58+atu2rdLT07Vr1y7t2LGj0rfiJWnjxo264YYb1KhRI/n6+srf319TpkxRbm6ujh07Vj7PYrHozTffVMOGDdW1a1dlZWVp2bJlatCggVM5w8PD9emnn2rHjh164YUXdOutt+r777/XY489pk6dOumXX36p9rluu+22Csfnzp2ra6+9VoGBgfLz85O/v782bNigffv2Veu8t9xyi93juLg4SdLhw4cvetyPP/6oyMhIWSwWu/FNmzYpNjZW8fHxduMjR460e/z5558rLy9Po0aNUnFxcflWWlqqgQMHaseOHTp9+rR+++03bdmyRbfffrsiIyOrfD1RUVEqLS3Vzz//XOVcAJ6HEgrAo1ksFo0ZM0Zvv/225s6dqz/96U+6/vrrK5z75ZdfasCAAZKkefPmaevWrdqxY4cef/xxSVJBQYHd/PDwcN1yyy0qLCzUwIED1alTp1rn7dq1q1JTU7V8+XL9+OOPmjhxog4dOqSXXnqp2udo2rSpw9jLL78sm82mHj16aMWKFdq2bZt27NihgQMHOryuyoSHh9s9DggIkOT4c7lQQUGBAgMDHcZzc3N1xRVXOIxfOHb06FFJ0tChQ+Xv72+3vfjiizIMQ3l5efr1119VUlJS7YuqyjJV9/UD8CyOn6AHAA8zevRoTZkyRXPnztWzzz5b6bylS5fK399fa9assStNq1evrnD+xx9/rFdffVXdu3fXqlWrtGLFikpXIZ3h7++vqVOn6pVXXtHu3burfdyFK47Suc9UJiYm6tVXX7Ubr+wiIFeKiIjQzp07HcbDw8MrXIW8cCwiIkKSNGvWLCUkJFT4HE2aNFFJSYl8fX31//7f/6tWrrLPyZadH4B3YSUUgMdr3ry5HnnkEd18880aNWpUpfMsFov8/Pzk6+tbPlZQUKC33nrLYe5PP/2kO++8U3369NHnn3+uW265RWPHjlVWVpZTGX/66acKx8veKm/WrFn5WEBAQI1X7ywWS/nKZZn//Oc/+uKLL2qYtOZiYmKUm5urEydO2I0nJSVpz549+vbbb+3GFy9ebPf4uuuuU+PGjbV371517dq1wu2yyy5TUFCQ+vTpo+XLl1fr4wsHDx5UeHi4mjRpUvsXCcB0lFAAXuGFF17Q6tWrK3yrusygQYN06tQpjRw5Uh9//LGWLl2q66+/3qG8lZSUaMSIEbJYLFq8eLF8fX21cOFCNWrUSHfccYfdVdj9+vWr8LZLF0pOTtZNN92kV199VZs2bdKGDRs0Y8YMpaSkKCQkRBMmTCif26lTJ3377bd69913tWPHDu3atavK8w8ePFjr1q3T1KlTtXHjRr366qtKTk5W69atqzy2thITE2UYhrZv3243/tBDDykiIkKDBg3SwoULtXbtWt15553av3+/3byQkBDNmjVLr732moYPH6733ntPn3zyiVasWKEpU6bIZrOVz3355Zd19uxZ9ejRQ/PmzdOmTZu0dOlSjRw50mHVd9u2berTp0+FK8cAvIC7r4wCgAv98er4i6noKvP09HTj6quvNgICAow2bdoYzz//vDF//nxDkpGVlWUYxu9XVW/YsMHu2M8//9zw8/MzJkyYUD7Wp08fozq/Kt99911j5MiRxlVXXWWEhIQY/v7+RnR0tPGXv/zF2Lt3r93cQ4cOGQMGDDAaNmxoSDJatmxpGMbvV8cvX77c4fxFRUXGww8/bDRv3twIDAw0rr32WmP16tXGqFGjyo8vo0qujr/w51n2fGVXsVempKTEaNWqlcPV9YZhGHv37jX69+9vBAYGGmFhYcbYsWONf/7znxWed8uWLcagQYOMsLAww9/f32jevLkxaNAgh9e7d+9eY9iwYUZ4eLhx2WWXGdHR0cbo0aONwsLC8jmZmZmGJGPFihUXzQ7Ac1kM4w93cAYAoAIzZszQs88+qx9++EFBQUHujqMnn3xSb775pg4cOFCtlWoAnoe34wEAVRo/frwaNWqk2bNnuzuKjh8/rtmzZ+u5556jgAJejBIKAKhSYGCg3nrrLYfP17pDVlaWHnvsMYf7kQLwLrwdDwAAANOxEgoAAADTUUIBAABgOkooAAAATEcJBQAAgOkooQAAADAdJRQAAACmo4QCAADAdJRQAAAAmI4SCgAAANNRQgEAAGC6/w8/Q2g4OC8LQwAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "## Create the site response calculator" + ], + "cell_type": "markdown" }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "calcs = [\n", + " (\"LE\", pystrata.propagation.LinearElasticCalculator()),\n", + " (\"EQL\", pystrata.propagation.EquivalentLinearCalculator(strain_ratio=0.65)),\n", + " (\n", + " \"FDM\",\n", + " pystrata.propagation.FrequencyDependentEqlCalculator(use_smooth_spectrum=False),\n", + " ),\n", + "]" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "for o in outputs:\n", - " o.plot(style=\"indiv\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Show how to manually create a plot" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "metadata": {}, + "source": [ + "## Specify the output" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "freqs = np.logspace(-1, 2, num=500)\n", + "\n", + "outputs = pystrata.output.OutputCollection(\n", + " [\n", + " pystrata.output.AccelTransferFunctionOutput(\n", + " # Frequency\n", + " freqs,\n", + " # Location in (denominator),\n", + " pystrata.output.OutputLocation(\"outcrop\", index=-1),\n", + " # Location out (numerator)\n", + " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", + " ),\n", + " pystrata.output.ResponseSpectrumOutput(\n", + " # Frequency\n", + " freqs,\n", + " # Location of the output\n", + " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", + " # Damping\n", + " 0.05,\n", + " ),\n", + " pystrata.output.ResponseSpectrumRatioOutput(\n", + " # Frequency\n", + " freqs,\n", + " # Location in (denominator),\n", + " pystrata.output.OutputLocation(\"outcrop\", index=-1),\n", + " # Location out (numerator)\n", + " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", + " # Damping\n", + " 0.05,\n", + " ),\n", + " pystrata.output.MaxStrainProfile(),\n", + " pystrata.output.InitialVelProfile(),\n", + " pystrata.output.CompatVelProfile(),\n", + " ]\n", + ")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Perform the calculation" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "Compute the response of the site, and store the state within the calculation object. Use the calculator, to compute the outputs." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "calcs" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "text/plain": [ + "[('LE', ),\n", + " ('EQL', ),\n", + " ('FDM',\n", + " )]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "len(profile)" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "text/plain": [ + "20" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "properties = {}\n", + "\n", + "for name, calc in calcs:\n", + " calc(motion, profile, profile.location(\"outcrop\", index=-1))\n", + " outputs(calc, name)\n", + " properties[name] = {\n", + " key: getattr(profile[0], key) for key in [\"shear_mod_reduc\", \"damping\"]\n", + " }" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Plot the properties of the EQL and EQL-FDM methods" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "for key in properties[\"EQL\"].keys():\n", + " fig, ax = plt.subplots()\n", + "\n", + " ax.axhline(properties[\"EQL\"][key], label=\"EQL\", color=\"C0\")\n", + " ax.plot(motion.freqs, properties[\"FDM\"][key], label=\"FDM\", color=\"C1\")\n", + "\n", + " ax.set(\n", + " ylabel={\"damping\": \"Damping (dec)\", \"shear_mod_reduc\": r\"$G/G_{max}$\"}[key],\n", + " xlabel=\"Frequency (Hz)\",\n", + " xscale=\"log\",\n", + " )\n", + " ax.legend()" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Plot the outputs\n", + "\n", + "Create a few plots of the output." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "for o in outputs:\n", + " o.plot(style=\"indiv\")" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "Show how to manually create a plot" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "for o in outputs[-1:]:\n", + " fig, ax = plt.subplots()\n", + "\n", + " for name, refs, values in o.iter_results():\n", + " if name == \"LE\":\n", + " # No strain results for LE analyses\n", + " continue\n", + " ax.plot(values, refs, label=name)\n", + "\n", + " ax.set(xlabel=o.xlabel, xscale=\"log\", ylabel=o.ylabel)\n", + " ax.invert_yaxis()\n", + " ax.legend()\n", + " fig.tight_layout()" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [], + "cell_type": "code", + "outputs": [], + "execution_count": null } - ], - "source": [ - "for o in outputs[-1:]:\n", - " fig, ax = plt.subplots()\n", - "\n", - " for name, refs, values in o.iter_results():\n", - " if name == \"LE\":\n", - " # No strain results for LE analyses\n", - " continue\n", - " ax.plot(values, refs, label=name)\n", - "\n", - " ax.set(xlabel=o.xlabel, xscale=\"log\", ylabel=o.ylabel)\n", - " ax.invert_yaxis()\n", - " ax.legend()\n", - " fig.tight_layout()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 4 + ] } diff --git a/examples/example-04.ipynb b/examples/example-04.ipynb index 4b38eb3..7372fd1 100644 --- a/examples/example-04.ipynb +++ b/examples/example-04.ipynb @@ -143,7 +143,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] diff --git a/examples/example-05.ipynb b/examples/example-05.ipynb index 3caf008..ef82088 100644 --- a/examples/example-05.ipynb +++ b/examples/example-05.ipynb @@ -1,134 +1,134 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Example 5: Simulated nonlinear property\n", - "\n", - "Generate simulated nonlinear properties. This example just shows an example of generating the simulated profiles." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import pystrata\n", - "\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Increased figure sizes\n", - "plt.rcParams[\"figure.dpi\"] = 120" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Create a soil layer, which defines the median value." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "soil_type = pystrata.site.DarendeliSoilType(18.0, plas_index=0, ocr=1, stress_mean=50)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Create the simulated nonlinear curves" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "n = 10\n", - "correlation = 0\n", - "simulated = []\n", - "\n", - "for name, model in zip(\n", - " [\"Darendeli (2001)\", \"EPRI SPID (2014)\"],\n", - " [\n", - " pystrata.variation.DarendeliVariation(correlation),\n", - " pystrata.variation.SpidVariation(correlation),\n", - " ],\n", - "):\n", - " simulated.append((name, [model(soil_type) for _ in range(n)]))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Compare the uncertainty models." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "nbformat": 4, + "nbformat_minor": 4, + "metadata": {}, + "cells": [ { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "# Example 5: Simulated nonlinear property\n", + "\n", + "Generate simulated nonlinear properties. This example just shows an example of generating the simulated profiles." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pystrata\n", + "\n", + "%matplotlib inline" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "# Increased figure sizes\n", + "plt.rcParams[\"figure.dpi\"] = 120" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "Create a soil layer, which defines the median value." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "soil_type = pystrata.site.DarendeliSoilType(18.0, plas_index=0, ocr=1, stress_mean=50)" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "Create the simulated nonlinear curves" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "n = 10\n", + "correlation = 0\n", + "simulated = []\n", + "\n", + "for name, model in zip(\n", + " [\"Darendeli (2001)\", \"EPRI SPID (2014)\"],\n", + " [\n", + " pystrata.variation.DarendeliVariation(correlation),\n", + " pystrata.variation.SpidVariation(correlation),\n", + " ],\n", + "):\n", + " simulated.append((name, [model(soil_type) for _ in range(n)]))" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "Compare the uncertainty models." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "fig, axes = plt.subplots(2, 2, sharex=True, sharey=\"row\", subplot_kw={\"xscale\": \"log\"})\n", + "\n", + "for i, (name, sims) in enumerate(simulated):\n", + " for j, prop in enumerate([\"mod_reduc\", \"damping\"]):\n", + " axes[j, i].plot(\n", + " getattr(soil_type, prop).strains,\n", + " np.transpose([getattr(s, prop).values for s in sims]),\n", + " linewidth=0.5,\n", + " color=\"C0\",\n", + " alpha=0.8,\n", + " )\n", + " if j == 0:\n", + " axes[j, i].set_title(name)\n", + "\n", + "axes[0, 0].set_ylabel(\"$G/G_{max}$\")\n", + "axes[1, 0].set_ylabel(\"$D$ (%)\")\n", + "plt.setp(axes[1, :], xlabel=r\"Strain, $\\gamma$ (%)\")\n", + "\n", + "fig.tight_layout();" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [], + "cell_type": "code", + "outputs": [], + "execution_count": null } - ], - "source": [ - "fig, axes = plt.subplots(2, 2, sharex=True, sharey=\"row\", subplot_kw={\"xscale\": \"log\"})\n", - "\n", - "for i, (name, sims) in enumerate(simulated):\n", - " for j, prop in enumerate([\"mod_reduc\", \"damping\"]):\n", - " axes[j, i].plot(\n", - " getattr(soil_type, prop).strains,\n", - " np.transpose([getattr(s, prop).values for s in sims]),\n", - " linewidth=0.5,\n", - " color=\"C0\",\n", - " alpha=0.8,\n", - " )\n", - " if j == 0:\n", - " axes[j, i].set_title(name)\n", - "\n", - "axes[0, 0].set_ylabel(\"$G/G_{max}$\")\n", - "axes[1, 0].set_ylabel(\"$D$ (%)\")\n", - "plt.setp(axes[1, :], xlabel=r\"Strain, $\\gamma$ (%)\")\n", - "\n", - "fig.tight_layout();" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 4 + ] } diff --git a/examples/example-06.ipynb b/examples/example-06.ipynb index 9368dfa..aa6cf37 100644 --- a/examples/example-06.ipynb +++ b/examples/example-06.ipynb @@ -221,7 +221,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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", 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", 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" ] diff --git a/examples/example-07.ipynb b/examples/example-07.ipynb index dc87165..6b79467 100644 --- a/examples/example-07.ipynb +++ b/examples/example-07.ipynb @@ -1,230 +1,230 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Example 7: RVT Peak Calculators\n", - "\n", - "Use RVT input motion with:\n", - "1. Boore & Thompson (2012) -- based on Cartwright and Longuet-Higgins (56) peak factor with corrections for oscillator duration \n", - "2. Boore & Thompson (2015) -- based on Vanmarcke (75) peak factor with corrections for oscillator duration\n", - "3. Wang & Rathje (2018) -- based on Vanmarcke (75) peak factor with corrections for oscillator duration and site transfer function" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import pystrata\n", - "\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Increased figure sizes\n", - "plt.rcParams[\"figure.dpi\"] = 120" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create a point source theory RVT motion" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "def create_motion(calculator):\n", - " mag = 7.0\n", - " dist = 30.0\n", - " region = \"wna\"\n", - " m = pystrata.motion.SourceTheoryRvtMotion(\n", - " mag,\n", - " dist,\n", - " region,\n", - " peak_calculator=calculator,\n", - " # These calculators need to know about the event for the RMS duration correction\n", - " calc_kwds={\n", - " \"region\": region,\n", - " \"mag\": mag,\n", - " \"dist\": dist,\n", - " },\n", - " )\n", - " return m\n", - "\n", - "\n", - "calculator_names = [\"BT12\", \"BT15\", \"WR18\"]\n", - "motions = [create_motion(cn) for cn in calculator_names]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "for m in motions:\n", - " m.calc_fourier_amps()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create site profile\n", - "\n", - "Create a simple soil profile with a single soil layer with nonlinear properties defined by the Darendeli nonlinear model." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "profile = pystrata.site.Profile(\n", - " [\n", - " pystrata.site.Layer(pystrata.site.SoilType(\"Soil\", 18.0, None, 0.02), 300, 600),\n", - " pystrata.site.Layer(pystrata.site.SoilType(\"Rock\", 24.0, None, 0.01), 0, 2000),\n", - " ]\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create the site response calculator" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "calc = pystrata.propagation.LinearElasticCalculator()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Specify the output" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "freqs = np.logspace(-1, 2, num=500)\n", - "outputs = pystrata.output.OutputCollection(\n", - " [\n", - " pystrata.output.ResponseSpectrumOutput(\n", - " # Frequency\n", - " freqs,\n", - " # Location out (numerator)\n", - " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", - " # Damping\n", - " 0.05,\n", - " ),\n", - " pystrata.output.ResponseSpectrumRatioOutput(\n", - " # Frequency\n", - " freqs,\n", - " # Location in (denominator),\n", - " pystrata.output.OutputLocation(\"outcrop\", index=-1),\n", - " # Location out (numerator)\n", - " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", - " # Damping\n", - " 0.05,\n", - " ),\n", - " ]\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Perform the calculation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Compute the response of the site, and store the state within the calculation object. Use the calculator, to compute the outputs." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "for m in motions:\n", - " calc(m, profile, profile.location(\"outcrop\", index=-1))\n", - " outputs(calc, m.peak_calculator.ABBREV)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot the outputs\n", - "\n", - "Create a few plots of the output." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" + "nbformat": 4, + "nbformat_minor": 4, + "metadata": {}, + "cells": [ + { + "metadata": {}, + "source": [ + "# Example 7: RVT Peak Calculators\n", + "\n", + "Use RVT input motion with:\n", + "1. Boore & Thompson (2012) -- based on Cartwright and Longuet-Higgins (56) peak factor with corrections for oscillator duration \n", + "2. Boore & Thompson (2015) -- based on Vanmarcke (75) peak factor with corrections for oscillator duration\n", + "3. Wang & Rathje (2018) -- based on Vanmarcke (75) peak factor with corrections for oscillator duration and site transfer function" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pystrata\n", + "\n", + "%matplotlib inline" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "# Increased figure sizes\n", + "plt.rcParams[\"figure.dpi\"] = 120" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Create a point source theory RVT motion" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "def create_motion(calculator):\n", + " mag = 7.0\n", + " dist = 30.0\n", + " region = \"wna\"\n", + " m = pystrata.motion.SourceTheoryRvtMotion(\n", + " mag,\n", + " dist,\n", + " region,\n", + " peak_calculator=calculator,\n", + " # These calculators need to know about the event for the RMS duration correction\n", + " calc_kwds={\n", + " \"region\": region,\n", + " \"mag\": mag,\n", + " \"dist\": dist,\n", + " },\n", + " )\n", + " return m\n", + "\n", + "\n", + "calculator_names = [\"BT12\", \"BT15\", \"WR18\"]\n", + "motions = [create_motion(cn) for cn in calculator_names]" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "for m in motions:\n", + " m.calc_fourier_amps()" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Create site profile\n", + "\n", + "Create a simple soil profile with a single soil layer with nonlinear properties defined by the Darendeli nonlinear model." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "profile = pystrata.site.Profile(\n", + " [\n", + " pystrata.site.Layer(pystrata.site.SoilType(\"Soil\", 18.0, None, 0.02), 300, 600),\n", + " pystrata.site.Layer(pystrata.site.SoilType(\"Rock\", 24.0, None, 0.01), 0, 2000),\n", + " ]\n", + ")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Create the site response calculator" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "calc = pystrata.propagation.LinearElasticCalculator()" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Specify the output" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "freqs = np.logspace(-1, 2, num=500)\n", + "outputs = pystrata.output.OutputCollection(\n", + " [\n", + " pystrata.output.ResponseSpectrumOutput(\n", + " # Frequency\n", + " freqs,\n", + " # Location out (numerator)\n", + " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", + " # Damping\n", + " 0.05,\n", + " ),\n", + " pystrata.output.ResponseSpectrumRatioOutput(\n", + " # Frequency\n", + " freqs,\n", + " # Location in (denominator),\n", + " pystrata.output.OutputLocation(\"outcrop\", index=-1),\n", + " # Location out (numerator)\n", + " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", + " # Damping\n", + " 0.05,\n", + " ),\n", + " ]\n", + ")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Perform the calculation" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "Compute the response of the site, and store the state within the calculation object. Use the calculator, to compute the outputs." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "for m in motions:\n", + " calc(m, profile, profile.location(\"outcrop\", index=-1))\n", + " outputs(calc, m.peak_calculator.ABBREV)" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Plot the outputs\n", + "\n", + "Create a few plots of the output." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "for o in outputs:\n", + " o.plot(style=\"indiv\")" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": null } - ], - "source": [ - "for o in outputs:\n", - " o.plot(style=\"indiv\")" - ] - } - ], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 4 + ] } diff --git a/examples/example-08.ipynb b/examples/example-08.ipynb index 55e374c..bc7b088 100644 --- a/examples/example-08.ipynb +++ b/examples/example-08.ipynb @@ -1,1168 +1,1181 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Example 8: RVT SRA with simulated profiles\n", - "\n", - "Use RVT with simulated profiles to compute the surface response spectrum and surface spectral ratio." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import pystrata\n", - "\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Increased figure sizes\n", - "plt.rcParams[\"figure.dpi\"] = 120" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create a point source theory RVT motion" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "m = pystrata.motion.SourceTheoryRvtMotion(6.0, 30, \"wna\")\n", - "m.calc_fourier_amps()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create site profile\n", - "\n", - "This is about the simplest profile that we can create. Linear-elastic soil and rock." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "profile = pystrata.site.Profile(\n", - " [\n", - " pystrata.site.Layer(\n", - " pystrata.site.DarendeliSoilType(18.0, plas_index=0, ocr=1, stress_mean=100),\n", - " 10,\n", - " 400,\n", - " ),\n", - " pystrata.site.Layer(\n", - " pystrata.site.DarendeliSoilType(18.0, plas_index=0, ocr=1, stress_mean=200),\n", - " 10,\n", - " 450,\n", - " ),\n", - " pystrata.site.Layer(\n", - " pystrata.site.DarendeliSoilType(18.0, plas_index=0, ocr=1, stress_mean=400),\n", - " 30,\n", - " 600,\n", - " ),\n", - " pystrata.site.Layer(pystrata.site.SoilType(\"Rock\", 24.0, None, 0.01), 0, 1200),\n", - " ]\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create the site response calculator" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "calc = pystrata.propagation.EquivalentLinearCalculator()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Initialize the variations" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "var_thickness = pystrata.variation.ToroThicknessVariation()\n", - "var_velocity = pystrata.variation.ToroVelocityVariation.generic_model(\"USGS C\")\n", - "var_soiltypes = pystrata.variation.SpidVariation(\n", - " -0.5, std_mod_reduc=0.15, std_damping=0.30\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Specify the output" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "freqs = np.logspace(-1, 2, num=500)\n", - "\n", - "outputs = pystrata.output.OutputCollection(\n", - " [\n", - " pystrata.output.ResponseSpectrumOutput(\n", - " # Frequency\n", - " freqs,\n", - " # Location of the output\n", - " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", - " # Damping\n", - " 0.05,\n", - " ),\n", - " pystrata.output.ResponseSpectrumRatioOutput(\n", - " # Frequency\n", - " freqs,\n", - " # Location in (denominator),\n", - " pystrata.output.OutputLocation(\"outcrop\", index=-1),\n", - " # Location out (numerator)\n", - " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", - " # Damping\n", - " 0.05,\n", - " ),\n", - " pystrata.output.InitialVelProfile(),\n", - " ]\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Perform the calculation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "count = 20\n", - "for p in pystrata.variation.iter_varied_profiles(\n", - " profile,\n", - " count,\n", - " var_thickness=var_thickness,\n", - " var_velocity=var_velocity,\n", - " var_soiltypes=var_soiltypes,\n", - "):\n", - " # Here we auto-descretize the profile for wave propagation purposes\n", - " p = p.auto_discretize()\n", - " calc(m, p, p.location(\"outcrop\", index=-1))\n", - " outputs(calc)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot the outputs\n", - "\n", - "Create a few plots of the output." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "nbformat": 4, + "nbformat_minor": 4, + "metadata": {}, + "cells": [ { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "# Example 8: RVT SRA with simulated profiles\n", + "\n", + "Use RVT with simulated profiles to compute the surface response spectrum and surface spectral ratio." + ], + "cell_type": "markdown" }, { - "data": { - "image/png": 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q2ucPPvjgnGsQLB4hjAUCgWARPD+UpCvkpsXvmvHYSV0NpIsa/bHcy7CyVy6pvEpwiiicTlUwJgvHZ/U0mVdx2mRc9vo/5UIYvzz4/X5uuummGdsfeugh9u3bh9/vP6LnP+2003j88cc57bTTjuh5jneEMBYIBIIF0HSDbaNpTu4Kzvp4S8BFa8DJiyOpl3Zhr3CSBZXgHDYKgIDbjiRx3IrEXEnD57QhSVLd9oAQxi8L7373u7njjjtIp9N122+66SbOPfdcenp6juj5A4EA55xzDoFA4Iie53hHCGOBQCBYgD2TWUqawYmdDXPus7E9wK7xjIjJeglJLlAxVmQJv8tGMn98isRcWcPrnDmOIOi2H7ev+Wjmve99LwC33XZbbVsqleKOO+7ggx/84Iz9y+UyX/nKV1i/fj1Op5Pm5mauvvpqIpFI3X6qqvLpT3+atrY2PB4P559/Pk8++eSM481mpXj66ad5z3veQ19fH263m76+Pt773vcyMDBQ99yqHeSBBx7gIx/5CE1NTTQ2NvL2t7+d0dHRw3lbjjnEgA+BQCBYgN0TGToaXDR45hZha1r9PLArQixXpmmegR+JXJlfPzvCZKbI6mYfl53SgdM2u0d2uYjnyqQLKl0h94zRyccyyUKZEzrnr44F3Y7jNpkiV9LwOmd+7xwTVgq1CIkDL/cqZhJaAfaZdqnFEAgEeMc73sEPf/hDPvzhDwOWSJZlmXe/+91861vfqu1rGAZvfetbeeSRR/j0pz/Nq171KgYGBrj22mu56KKLePrpp3G73QD89V//Nbfccguf/OQnufjii9m6dStvf/vbyWQyC66pv7+fdevW8Z73vIdwOMzY2Bjf/e53OfPMM9m+fTtNTfU9Ex/60Id485vfzM9+9jOGhob41Kc+xRVXXMH999+/pPfkWEQIY4FAIJgH0zTZPZHhpDlsFFW6Q26cNpm9k9k5hXG+rPG9h/fhsimcs7KRR/dESTzWz4fOX4ksS7M+53D547ZxHtwdqcSa2fnQ+SsJzWM/OFbQdINMUSPkmf+1NLjtpI92kbhEsiV91op50GNlGRdVfc7GxJedxAH4zjkv9ypm8tE/Q8uGJT/9gx/8IJs3b2bbtm1s2rSJH/7wh7zzne+c4S/+5S9/yd13380dd9zB29/+9tr2k08+mTPPPJMf//jHfOQjH2Hnzp3cfPPN/MM//ANf//rXAbj44otpbW3l/e9//4Lrecc73sE73vGO2ue6rnPppZfS2trKz372M/7u7/6ubv83vvGNfPvb3659Ho/H+fSnP834+DhtbW1Lek+ONY6f0oFAIBAcAWK5MvGcytrW+RtnbIpMX6OHvfOM4/3v56xbkh++cCWb17XwV+evYCCW5/H9Rybq7ckDcR7YFeHSk9r5h4vX4LQp/PBPB1B144ic76UkXdQwzfpEhtnwuWzHbSpFfo6KccBt1byO+qrxcciFF17IqlWr+OEPf8iLL77IU089NauN4s477yQYDPKWt7wFTdNqH6eccgptbW01O8QDDzwAMEMEv+td78JmW7i2mc1m+cxnPsPq1aux2WzYbDZ8Ph+5XI4dO3bM2P+yyy6r+/ykk04CmGG9OJ4RFWOBQCCYhz0TWZw2mZ6wZ8F9Vzb7eHh3BNM0ZzREDSfyvDCc4gPn9uJxWL96O4JuXr22mft2THJGX2hZLRXZksYfXhzjwrVNvGqVdbv0ylf18c17dvPIngivWd9KSdPZOZbB61RY2eQ7YlXrI0F1oEpwHnsLgN9lI1M8PgVidk6PsVVFTxVUWgNLswUIloYkSVx99dV8+9vfplgssnbtWi644IIZ+01MTJBMJnE4Zr/jEY1GAYjFrIvm6dVam81GY2Pjgut53/vex3333ccXv/hFzjzzTAKBAJIkcckll1AoFGbsP/2YTqd192u2fY9XhDAWCASCeRiI5eht9KAsQjT2NnrIlfVZfcYP7Y7Q0eBifVt95fm81U38aW+ULQNJzl218B+6xfLQrgh2RWLz+pbatga3nQvXNfPgzkn6Gr38/KkhsiWr8rqq2cv7z+7F7ThKb71PI1lQsckSvlmE4VQClYrxbBcrxzKmaZIv6bMKY5ddxmmTj+4GvNAKy7ZwtBFacdiHuOqqq/jSl77E9773Pb761a/Ouk+1ue3uu++e9fGq9aIqVMfHx+ns7Kw9rmlaTTTPRSqV4s477+Taa6/ls5/9bG17qVQiHo8f0mt6JSGEsUAgEMxDfyzPWStCi9q3I+hGkWEwnq8Txsl8mW2jad5zZvcMceZz2jitJ8Rj+6KcszK8LOKtqOo8eSDGxRvbZlShz13ZyD3bJvjGH3dzcneQv3vtGpL5Mrc8PsAdW4Z5/9k9x4SATOVVGtz2Bdfqd9nRDJOiahwzon8xlDQDzTDxOmb+GZckqXJBcBQLY7vrsLy8RzOdnZ186lOfYufOnVx55ZWz7nPppZfy85//HF3XOfvss+c8VnUgyK233srpp59e2/7LX/4STZvfIiRJEqZp1qq+VX7wgx+g6/oiX80rDyGMBQKBYA6S+TKpgkpvo3dR+9sVmc6gh8FYntN6DorpZ4eSuO0KG9tnT1A4vTfEEwfijCQLdIUWtmwsxHNDSczKcadTbcYaTRX4+jtOwuO04XPaeNcZ3dz06AFeGE5xcnfwsNdwpEkV1AX9xWBZKQAyRfW4Esa5kiWKZvMYg3VBkD6ahfFxzr/927/N+/h73vMebr31Vi655BL+/u//nrPOOgu73c7w8DAPPPAAb33rW3nb297Ghg0buOKKK/jWt76F3W7nda97HVu3buX6669fMK84EAjw6le/mn//93+nqamJvr4+HnroIW666SaCweAyvtrjC9F8JxAIBHMwEMsjS9AVci/6OT1hDwOxfO1z0zR5diDBSV0Nc0aldYXchL12XhxengEhTx2Ic2Jnw6xCcDRZIF/WaPI5iWYPToRb3eLj1J4g9+6YOCZGW6eLixXG9sr+x1cDXq5kVfxmqxiD1YB3vDYdHg8oisL//M//8PnPf55f//rXvO1tb+Pyyy/n3/7t33C5XJx44om1fW+66Sb+8R//kR//+Mdcdtll/PKXv+SOO+4gFFr4TtbPfvYzNm/ezKc//Wne/va38/TTT3PPPffQ0DB3JvsrHVExFggEgjnoj+XoCLoPqSmuK+TmsX1RVN3ArsiMpYpEsmXecfrcf8QkSeKkriDPDiZ54wltlDSDrSMp3A6Fda3+Q8oenswUGU0VueSk9lkff3RPlBVNXlTdYOtoip7GgxXqzeta+Oa9u9k6mlownu7lJpVXaWmdOy+6itehIEsc3baCJZArVyvGcwhjl519kbkTUgTLx1VXXcVVV1214H5bt26t+9xms/FP//RP/NM//dO8z3M4HFx//fVcf/31ddv7+/vrPr/oootmDBjq7OzkV7/61YxjTn/uXK9htmMe7whhLBAIBHMwEMuzqtl3SM9pb3BhmDCRLtIV8rB9NE3AbaM7PH/VeWN7gAd3RXh+OMnvXxijqFoe0t5GD395Tu+cAsg0TaLZMtmSRk/Yw7aRND6nwopZ7B+ZosoLI0kuP6WTaLbEC8Mp3nRCW82n2+x3sqE9wJ/3x5YkjE3TZH80x3iqSMBlZ0P7oYn6QyFVUAksomIsSRI+l41s6fiqnuZKGg5FwmGb/f21rBTH12sWCF4KhDAWCASCWSiqOuPpIq+ZkuqwGJp8TuyKxFjKEsY7xtJsaAss2CTWFXJjlyW+//ABTukO8v5zesgUNX70p37u2DLMX57TO+MYhbLOHVuG2TaaBqwEBlUzOLG7YdbotacHEjhtCid3BxlPFXlod5ShRJ5ETkUzDNa2+jmjN8Qtjw8QzZbmneA3nVRB5bYnBxmI5fE5FfJlHZ/LxnvO7GFF0+I82otF1Q1yZZ2Aa2FhDFb19HizFeTKOp55EjkCbutiwDDMYyqGTyB4uRHCWCAQCGZhMJ7HNK0ItkNBliXaGlyMJgsk82VGU0Vev2nhiVGSJFHWDeK5Mu8/pwePw4bHYeOdZ3Txg0dmNsXphsmtTwwwmSnxgXN7afQ5+O2WEW5/ZpgL1zfPOL5pmjw3mOSkrgbsikxXyI0iwb/fvYuA244sSdgUiXec1oXfZWPLQGJR6warevmDR/YjAR/bvIqukIdUXuV/nh/hpkf3c9Wr+ljdMv+AlEOhKnIX4zGG4zPLuFDW8Mwz1c7vsmOakClpi36fBAKBaL4TCASCWemP5mj0OmrNW4dCR4ObsVSRvZNZbLLEyuaFK6YT6SLxXJmAy4Y8pTK8qtnHqd1B7t85Wef1e2DnJIPxPFe9qo8N7QFa/C5O7Q3R4LbzxP44Za1+ut14ushkplSzSOTLOiPJApmSxqffsJ7/79INbGwP8Iunh+gIutg6klqUt9A0TW57chDdMPnrV6+spWo0eOxccU4vJ3Y28NM/DzKZKS7mrVsU1Ylui7FSQFUYH18V44Kqz5uyMTWNQyAQLB4hjAUCgWAWRpKFBX3Bc9He4GI8VWTfZJbeRg/2Rfhsq01xIa+DwXi+7rEL1zUzmSmxfcyyTMRzZR7aHeF1G1rpCB5c44FIjgvXNZMv6zy8O1J3jBeGUzS47fRVKuB/eHGMgNtOW8CFyyHjtCn8xWld9DZ62R/JMZEpEcmUFlz3MwMJ9kdzvPesnhkXEZIk8RenddHkc3D708Poy5R2kS6oyBL4FxjuUcXnPP6sFPny4oRxunB0vO5XWgOX4KVjub+3hDAWCASCaZimyXCiQGdwaZnCHUE3JU1n21h6Uc17+bLG88NJLlrXQrPfyYForu7x1oCLda0+njxgTau6b8cEQY+dV02ZlGeaJnsjWU7obODCtc08ujdKvnxQFO0YS7Oxw/I6D8bybBlM8t6zrGEe1Xg5WZZ426mdGIZJKq+yrSLE56Ko6ty1dZxzVzbSPcfIbJsi864zuhlPFXlsX3TB92IxpAoqfpd90d7Z47JiXNbxzCOMnTYFl10+KirGsiyj67oQx4JlxzRNdF1f1qFEQhgLBALBNJJ5lXxZp/MQ8oun0hpwUVINJtKlRdkotgwkkSWJU3uC9DV6ZwhjgNN6Q+yZzDIcz/PcUJIL1zbXJT5MZkpkihqrm32cu6oRRZZ4bK81MjaeKzORLrGx3fL53r9zgp6wh7NXhHHaJP7r4f18457d3Lt9goDLxvlrmiioOltH5s9VfnxfDN0wee2G+RsUWwIuzl/TxH07JpdFqKWLKgH34ltk/C4bBVVH1Y2Fdz5GKJR13PN4jOHoaTp0Op3ous7k5KQQx4JlQ9M0xsbG0HUdn+/Q0oPmQzTfHWEikQhXXXUVDz74IJ2dnfznf/4nF1988cu9LIFAMA8jyQKSZFkiloLDJiNLUNZ0OoMLi+vnh5Oc0NmAy66wotnLs0MJyppRF8W1oT2AQ5H55TND+Jw2Tpk2nW7vZBa3XaEz6EaWJc5aEebJ/jgXrWtm51gap02mr9HLWKrAroksV76ql+FEgd0TWZw2mc3rWnhkT4SJTJFLT2rnf54f4/mhJPmyhmeWIRIlTeeRPVHOW9006+PTuWhdM88MJHh4d5Q3z5GxvFgWO/Wuit9p7ZstaoS8jsM699GC5TGe/333u2xHxfS71tZWSqUS8XicVCqFoijHxNhxwdGJaZoYhlEbie3xeBY17GSxiIrxEeZjH/sYbW1tRCIRrr/+et71rncRi8Ve7mUJBIJ5GEkWaPI5a+OTl4JhgtOuLJjjG82WGE4UOKXbmkTV1+hFN6wJdVOxKzIbOwI8vi/GmX3hGcfdF8mystlbsxec1RcmW9LYPpZm90SG1S0+bIrME/vjNPud9IU93PbkIOta/XQG3bx+UysfeFUf20bTbBtNc8GaRsbTlk96Np4bTKLqBudOsXPMh9OmcMGaJp48EDvsTOF0QVt0VBtMbUR7+auny0V+kRXjdOHlF8ayLNPT00MwGMThcAhRLDgsJEnCZrPh9/vp7Oykp6cHm2356ryiYnwEyWaz/Pa3v2X//v14PB4uu+wyTj75ZP77v/+bD37wgy/38gQCwRyMJAp0LaLSOxemaZJXtbp0ibl4YTiJz6mwssm6FRjy2PE6FIYTBfqm5f+67QqJnMratvroM90w2R/J8cYTDsarhbwO1rX6eao/zlC8UJmop/PcUJLXbmjh0b0xCqrOB89fwXce3MdwosCqZh+vrlge3nNmNz9/cogn++OcOG3Yh2maPLYvxsndQXyLbIADOGtFmAd3RfjT3ihvWGQU3GykCiqbOgKL3r/WiHYUVE+XA8MwKWnGvB5jsLKMJ9LLlwZyOMiyTHv74d0pEAheCo66ivFzzz3Hm9/8Znp6enC73YTDYc4991x++tOfHvFzZzIZPv3pT/P617+e5uZmJEniuuuum3XfbDbLJz7xCTo6OnC5XJxyyin8/Oc/r9tnz549+Hw+urq6attOPPFEtm3bdiRfhkAgOAxM02QkWViyvxgsv6+MhE2WF6yO7hjLsLEjUKv0SpJEV8jNUCI/Y99otkSDx87kNLEzkihQ0owZjX6ndAd5fihFtqSxqtnH1pE0mmGwrs3Po3ujvHpNM10hN36XjaFKEsar1zajGyZD8TzdYQ+P75t5h2swnmcyU+KcleFDel+cNoXzVzfx+L4YhbJ+SM+tYhgmmeLipt5VsSkyHody3FSMi5r13i10R8PvspM5zib+CQRHmqNOGCeTSbq7u/na177GH/7wB2655Rb6+vr4y7/8S77yla8c0XPHYjH+67/+i1KpxOWXXz7vvm9/+9u5+eabufbaa7nrrrs488wzee9738vPfvaz2j7ZbJZAoL6qEQgEyGbF/HqB4Gil1nh3GBXj/ZEcDZXK73yRZ6mCynCiwPq2+t8T3WEPw9OEcVHV2R/JcXJXAzumpUUMxvN4HQpNvnr/7Ib2APmyRknVafI5eHE4ydpWPzvGMkgSnLuqcYYQ9zhsnLMyzBP9cc5dFWYoXiCWrX8NzwwkaAu4lvQeWeeEP+9fmqUsU9IwzMUN98iWNP532zhbR1L4nMfPkI985aJivrg2sKwU2ZK2bDF5AsErgaNOGF900UV873vf44orrmDz5s1ceuml3HbbbZx99tn813/915zPS6fT3HXXXXM+fuedd5LLzez0nkpvby+JRIKHHnqIf/3Xf51zvz/84Q/cc889fOc73+HDH/4wmzdv5vvf/z4XX3wxn/rUp9B165eWz+cjna7/A5ZOp5e1e1IgECwvtca74NIa7wCG4nlWNftw2pUZ1d2p7BrPYFckVrfU/07oCnmI59S6avPO8QyGaXL+mib2RXIYU8TOQDxHT6NnhnfTYZNx2RUM06Sg6uyZzHJCR4AnD8Q4rSdUqzh2hdyMJA56ms/oC5MuaPSEveimWUu3AGsc8wvDKU7vDS3JK+qyK5zZF+aJA/G617BYqp7ZxQjjmx/r5+HdEf7n+VG8zuOnYlytts83+Q4sC4lpWk2HAoFgcRx1wngumpqa5jVX/+AHP+DSSy/l5ptvnvHYjTfeyGWXXcYtt9wy7zkkSVrUL/rf/OY3+Hw+3vnOd9Ztv/rqqxkdHeWJJ54AYM2aNWSzWYaHh2v7bN26lU2bNs17/Ouuuw5JkjjhhBMWXItAIFhehhMFmn1OnLalN94NJfL0Nnpp9juZnKdivGsiw6pm34wBIF0VG8dUsbp1JMWqZh8ndDRQ0gyGK4+ZpslgLE/PLDnCqm5gmCZl3WTLQAJZknDYFOI5lbNXHLRBdIU8JPIHhXiTz8mqZi/90RztDS6eOHBQGO+eyFDWDU6qNAsuhbNWhEkV1NrAkkOhOvWu6huei0jGamr8i9O7yJU0knn1uKkYF9RFVowrFw/Hi7daIHgpOGqFcTWKIxKJ8J3vfIf//d//5TOf+cyc+//jP/4jn/jEJ7j66qu58cYba9tvuOEGrrnmGj73uc/xkY98ZFnWtnXrVjZs2DBDqJ900km1x8GqGL/1rW/luuuuo1AocOedd/Lcc89x2WWXzXv86667DtM0a8cRCAQvHYfrL86VNKLZMj1hDy3zCGPDMDkQyc2oFgN4nTbCXnvNTqHpBnsns2zsCNDsdxJw2dgXsSxZybxKuqjNKowH43l8ThsNLhsP74mwusXHzvEMXSE3LYGDFfGqEJ9q3zilO8juiSwb2izrRbW6u200TU/Yc0ipENNp8jlZ2+rjicrAkkMhXVTxOpQFpwluHU3hdSic0hVkU0cDE+niYadhHC0UyjqSBE7b/O/B8ZjGIRAcaY7aVIqPfvSjNYHrcDj49re/zYc//OF5n/N//+//xeVycc0111AsFikWi3z2s5/ly1/+Ml/84heXbW2xWIyVK1fO2B4Oh2uPV/nOd77DlVdeSWNjI52dnfziF7+gqalp2dYiEAiWD9M0GU8VWNc6/8CK+aiOc+4OuxlPF9kbmX3a22iqQEHV55yM1xXy1Bri+mM5SprBulY/kiSxqtnH3sksm9e3MBjPI0vW/tPZN5mtCGk7D+ya5KK1LdyzY4LXrK9/fR6HjUavg+H4Qb/zhvYAv352hI6gm/t3RdgfydLX5GXHWJrXrm9d8vtT5ZyVjdzy+ACRTIlmv3PRz0sXFtd4t300XWtqXNHk5cFdk8eNQKxGtS10h9OuyLjtiqgYCwSHwFErjD//+c/zoQ99iMnJSX73u9/x8Y9/nFwuxyc/+cl5n/fVr34Vl8vFJz7xCQD+/d//fcHnLIX5fiFNfay5uZk//OEPy35+gUCw/GRKGtmSTtsSB3uA5S9u8jnwOGy0+J2kCxpFVZ+RILAvksPnVGgNzC4Ku0MeHtxlTQrbNW4J3OpwihXNXn73/Ci6YTIQz9MRdNcNA6lyIJpjZZOPsm4Qz5WRZYmianBi50wbRFfIXVcx9jptrGzyYgJ2ReJP+6IYQFE12HgIUWlzsa7VT8hj54kDMS49qWPRz0sXtAX9xapuMJoscP5qqwjRFXJjYqV6mKZ5zOfoFtX5x0FPxe+yHRVZxgLBscJRa6Xo6enhjDPO4JJLLuG73/0uf/M3f8PnPvc5IpHIgs9NpVK1X3zJZHLZ19bY2DjrkI543LotWK0cCwSCY4vxlNUot9SJd2BVjLsrtoaWSiV0tmSK/ZEsK5t9c4q0rpCbXFknkVfZPZFhXevB7OLesAdVNxlLFWqxatPRdKOShexBN0ycNoVnB5N0hdwEPTOnv3WFPAwnCnUjeze0BxiI5elscPHcUIptoyk6gy7CyzA9TpYlzuwL8+xgEu0QRjWnCguPg55IFzHMg1/HtgYXTptMpqjV/LnHMoVZLrTmIuA+OsZCCwTHCketMJ7OWWedhaZp7N+/f859TNPk4x//ON/85je56aab+O53v8vXvva1Za8Yn3jiiezYsaM2jrDKiy++CCCa5gSCY5SxVJGA24b3EIZWTMUwTIYThZrfN+RxYFckJjP1yRSabtAfzbFy2gCPqbQHXUgSbB9NMZkpsa7toOWi2e/EbVfYO5llNFmgdxZhPJYqohkmPWEvE+ki3SE3zwzEWT9tOEiVqhBP5g9WF9e2+ilpBj2NHg5Eszw/lGRTx9Kb7qZzWk+Igqqzczyz6OekiwuPgx5NFnEoEk0+68LErsh0Bl3kytpxkdBQKC9eGPtdx09MnUDwUnDMCOMHHngAWZZn9faC1az313/919x4443ceuutXH311VxzzTX86Ec/4lvf+hYf+9jH6iohh8Pb3vY2stksd9xxR932m2++mY6ODs4+++xlOY9AIHhpGUsWaA8svVo8mSlZQrIiVGXZEmeT6fqK8XCiQFk3WTVL410Vp02hyefkuaEkDkWir/GgiJYkiZ6wmxeGUxgmszbeDcTyeBwKNhmi2TKrW3yMp4qsb5/dBlEV4lMHizT5HAQ9dkIeJ8m8ykiyeEgT5xaiwWNnTYuPp/sX14RnmqZVMV6g8W8sVaCtwV0bmgLQ1+QlV9KPi4EXRU3HZV/cn++Ay076OLgYEAheKo46j/Hf/M3fEAgEOOuss2htbSUajXL77bfzi1/8gk996lM0NzfP+rxvfOMb/OQnP+H222+vG85x5ZVX4nK5uOKKK9iwYQMf//jH5z3/XXfdRS6XI5OxKhjbt2/nV7/6FQCXXHIJHo+HN73pTVx88cV85CMfIZ1Os3r1am677TbuvvtufvrTn6IoS495EggELx9jqSIb5hCOi2EwnsehSLRNEdezJVPsi2RpcNtpXMCS0N7g4tE9Ec5e2YhtWgpDb6OXXz0zTGfITdAzUygOxHP0NnrYH81hkyUafQ40w8Q7R6XRaVNo9bsYSRQ4qTICWpIk1rb62DtpZcBni+ohNcothtN7Q/z8qSFShYUrwQVVR9XNRVWMO6blUHeFPBRV/bioGBdVg9AsX/PZCLhFxVggOBSOOmF87rnn8qMf/Yibb76ZZDKJz+fj5JNP5ic/+QlXXHHFnM/72Mc+xnnnnce5554747F3v/vddHV1ceaZZy54/o985CMMDAzUPr/99tu5/fbbAThw4AB9fX0A/PrXv+YLX/gCX/rSl4jH46xfv57bbruN97znPYf4igUCwdGAqhtEs6UZgupQGE7k6QzVVypbAk6eGUjU7bcvkmVls3fBJrDWgIuBWJ4rzumb8Vh32EMkU+KEjsCM45imyWA8zzkrG9k3aQnkfNkSU/tjOU6bQ5C3B12MpeptH6uafTx1II4kWYJsudnQHsBlU3h2MMFF6+ZPA0ktYriHaZpMpIuc1hOs2161VcRz5cNb8FGA1cy5uO9Ta/qdjqYbMy6uBALBTI46YXz11Vdz9dVXH/Lz3G73rKK4ynnnnbeo4/T39y9qP5/Pxw033MANN9ywqP0FAsHRTbVh63ASKUYSBVZOi19r8btI5FXKmoHDJtea4k7rCS14PBkoqMasYr077CZf1lCUmeI6VVCtyXUhN4/vi3HmihAP74qyptXPvsnsnOdub3DxyGR9vFxvoxdVN1Ek6+JhMlOi9TDsJtOxKzIndzewZSDBhWub571YSBesau98cW3pokZJM2ZUthu9DuyKXGuwPJYpqYu3UlSzjLMlbdamS4FAUI+4fBQIBAKsRAq7ItHkXZpVQNMNJjIzb+G3+J2YphUVBpZdQ9XNWX3B08mrGnZFQtVmVmpN07I6zDZWeSBmZRvbK0kMbpuCZpic3htiXyQ3Z79Fe4ObTFGru/Xe4LZjAg6bgixL7I/kFlz3oXJ6b4hItlzLgJ6LVEHFaZPnHWwRq7zPjb76r2PI68Bum9kIeSxS1Axci5zMWPVji2QKgWBxCGEsEAgEWIK1NeCqs0EcCuPpIroBncH6qXlhrwNJOiiMB+NWU9xivLrjqSLNfifj6Zlxb2OpIj6XjVx5ZvxYNdt4OF7AaZPJljQavQ5O7gqSKqjE5rATVOPNptspJMDntGFXZPZMLj5BYrF0Bt20BVwzLCfTSRdUAi7bvFXlaLaM0yYTmDYy2q7IBFx2Itm5R3QfKxRVHechpFLAQRuKQCCYHyGMBQKBACvJ4HDyi0cSlghtmlaptCkyYY+jJoz7Yzl6wp4F/cW6YTIYL7CiyctoqjDr+Zp9DuK5Muq0HOBqtvG+SJZVzV4ORPOsbPbSFXLjUOau+nqdNgJuW50wNk2ToqrjdtjwOhReHE4tW8JPFUmSOL03xAvDKUra3DnDqUVMvYtlS5WLkZnvb6PHccx7jDXdQNXNRVspbIqMx6GIirFAsEiEMBYIBK94TNNkLFU8LH/xaEVYz1ZxbvI5iGbKtaa4nsaFbRSjyQIlzZoyN5svdjRZYHWLH8Ok7vHq1LeuoIsD0TydQQ/DiTyrmn3YFJm+Ji/7Itk5z9secDGWPCjEx9NFZFmiwW0j6LYqrtHs8ovLU3qCqLrBttH0nPukiwsL42iuTKNvdi9to89JIndsV06LFVvNYnOMoTL9TiRTCASLQghjgUDwiieZVymqBu0N7oV3ngMrImz25zf5nUSyJZJ5qylutoEc09kfzeF32Vjb4mcyU5wxHW4kWWBtqw+nTWYkWaCo6jw/lOSBnZOouoHLbqOg6tgUMExY2WzlIK9s9rFvMju3zzjorqsY75nI0uh10ORzEvLaKZZ1DkSX32fsc9pY3+Znyzx2imReJbiIinHjHD7xloCTdFFd9or3S0mxMrnvUIRxwCWm3wkEi0UIY4FA8Ipn7DBHQWu6wXiqSGdodmHc6HUSy5bpj+WQJStTdyH2R7KsaPLSGXKjG9R5Y0uaTiRboivkoSNoeXP/z907+eXTQ/ziqSG2jabZOpqsjUFu8TvxV5qwVjZ5yZX1GV5b0zTZMphg51ia54eTJPJWVfhANMeqFh99TV5MJGRZ4kB07orz4XB6b5h9kdycdoeFso5N0ySeK9M0R8W4xe+kpBnkjuEhH1Vh7D4UYey2iyxjgWCRCGEsEAhe8YynC4Q89kOqwk1lIlNCM8wZjXdVmv0OCqrOnsksHUE3jnlSFcDyFw/E8qxo8tLkc2KTJUaTB6u446kipgkdQTcyEv+7bZwN7QG+8OYNbF7fwoomL7/ZMorbodAfy9eqxWA9x65I9EcPJkBousHNj/VzxzPDGCaMJYv8+//uYjxZ4EA0x4omLz1hD4Wyjk2W2DmeOSJV13VtfnxOK9N4OkVVp6QZ80aOZUoaqm4SniOnuTXgwjStr9exSjVLerEeY6hYKQrH7sWAQPBSIoSxQCB4xTOWKh5W491osoBDkWj2zX4Lv9lnHXvnWHpRMW1jKctfvKLJiyJLtPiddT7ikUQBt90a9/ziSBK3XeFtp3TgcdiIZEq8+cR27DaJfZGM5Wmeck5FlugJe+iPWXYI0zT59bMj9MfyfPjVq/j7167h9N4gEvAfD+4lX9ZZ1eyjt9ELknULfzxVPCJNbIoscUp3iGcGEjOE92KGe6Ty1j5zief2yoXLePLYjWyrVoydi4xrg+pYaFExFggWw2EL40wmwx//+Eduu+027rnnntooZYFAIDhWGE8VD8tfPJIo0B50zxn1FnDbkCUYThQWJYwH43lcdpmWSqRba8BVl787kizQEXRx97YJGjwOehs9TGRKFFXLIhHyOGgNuFAkicFYzhK1U+hr9DJQEcY7xjI8O5jk3Wd209PoQZYlusIeTupqIJIpMZEu0uJ30hF0YVdk/E4bRU2nPzZ/5vBSOb03RCKvsn+ajzmZX4QwLqhIEjOi2qq0+p1IwMQxnGVc0nQcioRyCLGCfpeNfFmf4VMXCAQzOSxhfP3119PR0cGb3vQm3v/+9/PGN76Rjo4OvvGNbyzX+gQCgeCIUtJ0Yrny4U28SxbmbLwDK47MYZMplHW6FyGMh+J5ukMHI91aG1xMTMkyHkkWcNllnh1M8vbTOvE4bIwkCoxVLBaaYeBQZE7uCpIsqOhGvSDqa/IQz6nEciV+/+IoJ3c1sKE9UHu8vcFFuqDRFbKm60WyJZw2hRa/E4ddxqHIDMaXvwEPrMmDXSH3jEzj6nCP+SwEybyKz2mbc/Sx067gcShEj3ErxaFafsSQD4Fg8SxZGN9yyy18+tOf5tWvfjU///nPeeSRR/j5z3/OhRdeyKc+9Sl+8pOfLOc6BQKB4IgwkSrV/LpLQTdMq/FulrHNM/Y1TUKegxXPasPbrU8M8N/PjdTsAtPtD60BJ6mCSqGsU9assczDiSJdITcndwVpb3AxmiownMjjcyrEsmU6gm5cdoXWgIsHd0Xq1tEV8iBJ8Mdt46QKKm86ob3u8Va/i7FUAVUz6Al7uH/HJGAN4qg6HAaOUMUY4LSeEFtHUjXbAEAyX6bBbZ83/zlZKM9bUQarejrXgJNjgUJ58cM9qgTcVgVdCGOBYGGWLIy/+c1v8r73vY/f//73vPOd7+S8887jne98J3feeSfvfe97+eY3v7mc6xQIBIIjwljKGswxVbAeChPpYqXxbv5KsKab2BW5JuxM0+Q3z47wq2eGUTWDneMZvn3fHvqjWeI5tS7ruNVvie7JTJHxVJFCWWMyU+TCtc1IkkRnyM1IosBIokBn0M1APE9v2MNQosD5q5t4YThVl0rgsit0NLh4YFeE03pCNEx77S0BF5Fsmbxq8OYT23lhJEUqr9IZclNUdUzT8lVPFa7LycndDZgmbB1J1bYtlEgBlTi3Bb6OAbf9mB7yUdT0Q2q8AysKDxA+Y4FgESxZGO/cuZMrrrhi1seuuOIKduzYseRFCQQCwUtFdbDHQpPo5mI0WcCuSDU/8FzkyzoSYBhWyfXx/TGeHkhwxdm9XHXeCj7xujUE3Xa+/8gBDNOke0qkW9Bjx2mTmUiXGEkWiOXKdDS42FixP3QE3YyniwzG8rQGXIynizR47OTLOheta8GuyDzVH69bj02RGE8WuWBN84y1tjW4yBRUJOCCNU14HQpP9cfpCnqwKTJ2RSZX0hmKH5mqscdhY2NHgKen2CkWI4wXs0/QYyeZP4aFsWrgOoTGO7Cm3/mcihDGAsEiWLIwdrvdxOPxWR+Lx+O43UtvZBEIBIKXisNNpBhJFmibY+JdlXxZo6wZuBwKqYJKuqjyx20TbF7XwsYOS9w6bQpXnNPLcCJPWTNwOw6KH0mSaPY7LfEbz5Ev6Zy1orF2zq6gm5JmMJwsoMgSpgmGATZZoq/Rw5l9IZ7qr096SORUbIqEf5ZGNZ/TRlk38Lts2G0Kp/eGeGogTmvAidMmY7dJyNKRt1MMxPJEKn7gdGHhanCqoBJ0zx3nBhD2Okgfw5YCazz3occK+sWQD4FgUSxZGF9wwQVcd911jI6O1m0fHx/ny1/+Mq9+9asPe3ECgUBwJDFNk4n0YSZSJAtz5hdXGU4UcDlkfE4b0WyJe7dP4LIrXLSuvlob8jpo9DqIZUszbAptAReT6SLPDiZxOxRO6w3VHmvyOSmpupU8YBgE3Dbi+RKdITc2Rea03hDJKUkPqbxaGYThZHCWqq9pmmiGZf0Aa/BGuqAxlCjQGnBhl2UcNpmBI1QxBljT4qPBbefp/jimaZJcoBqs6QaZorageG70OsmWtGN2+l1RPXQrBVSzjEXFWCBYiCUL46997WtMTEywevVq3vKWt/A3f/M3vOUtb2HVqlWMj4/zta99bTnXKRAIBMtOLFempBlLrhgbtca7+YXxSKJAo9dJg9tOfyzPMwMJXruhpSY8q+iGidOu4HYoPD+UrHusNeBiLFVk90SGTR2Bmm8UQJalWhJDLFumO+RhIJavjZ5uDbjoDLpq45afG07id9lZ0+Kjf5bxzpOZEjZZgkoRvNnvpKPBxYsjSasBD0s8D8XzNWvIciPLEmetCPH0QIJ0UUXVzXmFcbUKvJCVosnnoKQZ5MvHZvW0pB26lQKqWcbH5msWCF5KliyMN23axFNPPcVb3/pWnnrqKX70ox/x1FNPcfnll/Pkk0+ycePG5VynQCAQLDvjqSKSBC2B+f3BczGRKaLq5pyjoKsMJ/J0h900+Zw8sT+Gx6FwSndwxn5jqQIgcUZfmCcPxOuqmq0BJ2PJAsm8ynmrmmY9jyJTq+pOZkp10XCndIfYNppG0w2eH0pyQmeAFc2+We0Q/dEcAZedYlmvreGk7iAvDqdpb3BRUnU0wyRf1o5oJvDpvWGKqs6T+y3b3nyit+obnt5IOJ1mvxPThGjm2PQZWxXjJQhjt11UjAWCRXBYOcZr167ltttuY3x8HFVVGR8f59Zbb2Xt2rXLtT6BQCA4YowmCzR5HYc0RWz6822yRIt/7oqzaZoMJQp0hTyEvXZeHElx9orGGdViODjY4+INLYymioxOmXbXUmmqAzizLzzjuWXNoKwZpAsqDsXyGXdNEewbOwKUNINnBuKMpYqc1BWkr9HDUCI/Y/DDQCzPqhYvZd2sDdY4sbOBgqpjYmK3yUhIaLrJ4BH0GTe47WzsCPD4/pj1+TyiN1lQUWTwO2cf7lGlufK1qr6XxxpFVce5BCtFg9tOqqAesxYSgeClQoyEFggEr1jG00XaDstfbCVazDeFLF3QyBQ1OoNuCmWdTFHj9Cn+4KlUB3v0NnoJeey8OHwwrizgspHMqzT5HLimNV9liiq6YZLIqSTzKmqlcW5qhTXsddDe4OK+nRF8ToWVTV56G72ousnotBHJA/Ecm9obgIMCMux10OJ3EsmUcdsVDBM8TuWI+owBzl4Rpj+WxzTNeS9gUnl1wZxjgBa/A0mC6FEW2TaeKnL31jH0BawpSxnwAVYaR0kzKKpi+p1AMB/zX1pP48tf/jIf+tCH6Ojo4Mtf/vK8+0qSxBe/+MXDWpxAIBAcScZSRc6apfq6WKq5wfMxlMgjSVb1diJdxGWX8c0xsngwnufU7hCSJHFCZwPbRlO8YVMrkiSRKWkUVL1W8ZzKI3ui7JnMkC5o5Moad2wZ4dSe4AyRuLE9wPcf2c87T+9CliWafA58ToX+WK6Wm5wqqMRzKmvbfLwwkmIiXaxNxdvQ7ufFkRTNlWY/mywfsci2KquafbjsMokFItYWk0gB4HPasSvSUTf97r6dE2wdSVNUDS4/tXPWfVTdQDPMJXmMg5WLpGShjNshUqMEgrk4JGF83XXX1cY+X3fddfPuK4SxQCA4mimUdZJ5lfZFTKybDcMwGUsVOKNv9upvlZFkgSaf5WGeyBRp9DmI58q0BurPmymqdYM9Tuho4JE9UcYrqRnVZrzpg0j2TGT4xVND9IQ9pAsaq1q87JnIsms8g6obdZaN3kYPsWyZkNcSkJIk0RP21FV9B2K5ipD30BpwMjllFPWG9gAP7Y6yqtmLJEkYpkk0WyZb0uqaAZcTSZLoCnl4djAx73mqk/EWQpYlPA4bidzRI4yzJY0dY2nWtfp44kCc125owe+a+VqqSSVLSaUIVN6bVEE9rBQWgeB455B+ugzD4Kyzzqr9f74PXT8yE5EEAoFgObAa3aA9sDSREMmWrMa7hSrG8TxdITe7xjM4FYWgx1HL5p1KNTatOtijO+zG77KxczwDwBP7YzS47GiGWfOJZksatz8zTMBlY/O6FiQJvA4bPWEvumFy7/aJunOkCipOu0xhShRcb6OXwViudsyBWJ72gAuXXaFtiq+5ujanTUYzDFTdoKTqGOaR9RmDZQPw2G08UfEaz0ayoC7YeAcQz5Upa/pRNRb6heEkNlnmbad1ATAUL8y6X9UGsRQrhcuu4LYrNc+4QCCYHeExFggEr0jGUkU8DoWAe2mVzpFa493ciRamaTKSLNAVcrN9LM3KZh9NPifR7ExhPBTP0+J31oY3SJLE6hYfeyYyFMo6uyaytDQ4kTgYTXbP9nEkqFgibLgqwsftULjslA4e2xerG3+8czzD+jY/eyaytW29jR6ypYNCcSCWo7fJC1RGQ2dKtUg2WZZY2ewlV9KRJNBN8DgUBuMzI9+Wk1xJ48TuBv68P4aqz+6RTebVml1gPu7dMUG6oLF3Mrvgvi8VI4kC3WEPDW47LX7nnO/nwYrx0ppFqw14AoFgbpYsjBVF4cknn5z1sWeeeQZFWdoPrkAgELwUVCfeLXUU9EjCmnhnmyVdoko0W6aoGrQHXOwaz7CxI1AZ4DGzWjkYz9MzJV4NrCEXA7E820ZT5EoaJ3U2gCQxmS4ymS7yVH+Cc1c1UtRMTCzhE82VaHDbuHBtC0GPnft2WFVjVTfYO5nl3FWNTGZKJCpCuDPoxiZLDMRyFFWd0VSRvsZq/rETzTDrqqurmn0kcmWcioKmG3gctlmHhCwXhmElY5y9IkxB1XluWr4zWIKxpBkEPfN7jLMljReHU4R9DgbieQrlo+PO5mSmRGslMrAn7Jnz/SxpS7dSADS4baRExVggmJclC+P5Il8Mw1jyHxuBQCB4KRhLFuhYwAYxHyPJAh0L+JOHE3lk6aBw29geoNk/s2KsGybDiULNX1xlTasfw4TH9sWwKzJrWv34XTYm0iUe3B2hyeck7LVSFgplndUtPnJFjYDLjiJLXLCmmReGU2SKKgeiOUqawavXNmNXJPZFrIqpTZHpCrnpj+YZTuQxTegNVyrGfheSBBNT7BSrW3zoJiBZY6wVyZrst1CawlJJF1UM0xKMp3SHeHh3ZMZQkWoVdCGP8QvDSRRZ4vTeIKpmMJKc3bLwUmKaJpFMqRb519PomfP9rFkplhgvGPQ4SBaOHguJQHA0clhWirnE7zPPPENDQ8PhHFogEAiOGJpuMJEpHvbEu44FmpiGE5b43j2Zpb3BVRn57Jzhbx1LFVB1c0bF2Oe00RZw8txQAkWW6Ay6afE76Y/leGE4yQVrmhhLFWn2ORlPF1nX6iOv6rVYs1N7gjhsMk/sj7NrPENbwEWL30Vvo5c9k/V2ioF4nv5onpDHXvPqOmwyYY+jThi3+J34XTZkWUKSQDVMVN2sebaXm6oVJOhxsHldM/FcmWeHEnX7VH2zC42DHk0W6Qq56Q55MEwYPsKJGoshXdAoaQbNFUtOZ9CNqpvEZrHbFFUdp01GnicecD4aPHbhMRYIFuCQhPENN9zAypUrWblyJZIkcfnll9c+r360t7fzsY99jNe97nVHas0CgUBwWESyJXSDJVeMo9kSJc1YxMS7Ah0NLraPpdlYiTxr8jvIFLWaXxQsG4VDkVAka1DHVBrcdkaTRfwuG50hN60BF88MJHDZrOl5w4lCpQpdJuR1WikUklVttCsyp/eG2DKYYM9EhtUtPsCyaOybzNbu/PU2eolkSuyZzNLX6K07f2vAWdeAJ0kSK5u8lCuNd9miitMmHzE7RSJfxiZLBFw2Gn1OTu0Jcf/OybqKaqoy1GShARYT6SKtAReNXieyBPujL7/PuDo5sGqlCFcSQ6Kz2G2KqrGk4R5Vwh4HqYJ6xMZ4CwTHA4f0E9bS0sKmTZvYtGkTpmmycuXK2ufVj/POO48vfelL3HjjjUdqzQKBQHBYjCaL2GSpFqN2qIwkCygytAXmrjjrlTg3t0MhXdBY3+4HoNFrnXOqneKJ/TH2TGb5v/fs4Su/385DuyM1gWdiUlR13HaZFr+LZr+TPZMZTu8NYZMlRhJWE2AVr8NGaYq4PrUnyES6xP5oriaMV7f4yJX12mS93kYPmCY7xtIz7BytARcT6frq5eoWqzJdUg3KmknIYz9iecaJnErIc3Bwx2vWt5DMqzw7eLBqHM2WGIjn+da9e3h4T3TW41QtC60B6z1UZJl9kSPbNLgYIpkSPqeCx2E1gbrsCgGXjdgscXJFVV+yjQIg5HFgmFaCh0AgmJ1Dasd+73vfy3vf+14ANm/ezHe/+13Wr19/RBYmEAgER4qxVGHBiXXzMZIs0Oqfv/FuIl1E1U1KmoHHodRi3cJeB7IEsWyZrpCHF4aT3LtjkjN7w1x1Xh/7o1n+uG0cVTN43cZWUgUNmyLjsttQZImSqlMoG6xu8ZHIqxQqlduw104sW6Yz5CaSKWGaJpIk0RZwYVckxlJl+pos0dve4MLnVNg7maUz6MbjsOFyKAwlCrNUjF08tDtSl4m8qtmHQ1EoazqyDG6HcsQqxvH8wdzl6vt3em+I+3ZOclKXZRV5cThFtqRx9oow/7ttnNUtvhkxeom8SkkzaA04MQywKRLjqSL5slYTpXMxnMhz99ZxNrQHeNWqxmXtoYlkSjUbRZVG3+wNmkVNX3IiBUDIa1lN4rlyrTItEAjqWfI9mQceeECIYoFAcEwylizOW+1diNFFNO4NJwo4bTKxbInVLb6amFJkibDXQTRbIpIp8fOnhgi47bz37G76mry8Zn0rbz2lk/t2TrJ1JMVkpoTXoVDVYkOJAj6nDc0wGUkUkCTIlTW6Qx5GknnWtPgoqkbNSypJEl6Hgm6Y2GW5tm1VsxUFV8Vpkymqeu2WfpW2BheGWV/hDnkdtDU4KVT8zBIS8ZxKprj8lchkvkxoWtrEaze0UijrPLInAsCOsTSrmry89ZQOGr2O2jCUqVR90q0BF40+Ow7Fer3RzMLNaA/tjjCRLnLnC2MMJ5bXS53Ml2dM7Gv0zh7pZ42DXrqVwue0YVckkgtMERQIXskcdo5xKpXiqaee4uGHH57xIRAIBEcbpmlaUW1LnHhnmiajyeKC/uKheJ7WgJP+WJ5Vzb66xxq9DqKZEr99dgSlMn2uJ3ywUnvWijAb2/3c+sQAumHgrgjbsmZFrvWEPUxmSowk8zT7HIwlS3SG3IwkCmzqsLzMYxWbhGmalHRLUA0lDlZ1V1ei4Kq5wKaJlU08zX/aWKlwj6eKddurlWWbItWOcSSqxvGcWlcxBst3vXl9Cw/tjrBrPE0kW+LkLmsE9sb2ANtH0zO8xhPpIg1uOy67gs9px2mTKWnGgqOmM0WV7aNp3nhCOyGPnW2jqWV9femiNmMwSVPFMz6donp4FWNJkgh5HHXZ1gKBoJ4lz/DUNI1rrrmGW265Zc4pd2L6nUAgONpIVuwHCyVKzEU0W7Ya7xaoGI8krcquqpusaakXxk1+J08diFPWTTa2+4lmy7XBHlUuObGdu7eN0+x34nXYyJd1doylKesGmzr8TKSKpIsqQY+DyUwWj91GWTdZ2ewj5LEzkS6ysSNANFtG0026wx52jKXprQja1S0+NMNkIJZnVbOXvGpZCkaTxTqfsU2RafY7Z/iMexo9qLqJYVjNjC1+B0PxPJs6li+RSNMN0kV1xhhsgPNWNfJ0f5yfPzmEYZisbbM83Bs7Ajy8J1rJBj548RPPlWnyWQJbliV8LhuGyYLC+IXhFLphki9rbOoI8OJIijdsals2O0UyrxKYNv650Ws1yZU1A4ftYP2qqOo0+g7PAhHy2Bd8zQLBK5klV4y/+c1v8rvf/Y4f/vCHmKbJf/zHf3DjjTdyxhlnsGbNGu66667lXKdAIBAsC9VKatsSo9pGkwVkaf7nlzXD8hgbBo1ex4yKZ9jj4MWRFJs6/BRUfUZMG0Cjz4nbphBJl/C5FGyyxGP7oqxs8tLb6GU8XbSaACUJRQbVMLArEq0BF+0Nrtrr3DuZxWVXOHtFIzvGDlongh4HIY+d/miOZF5F1cxaFNx0WgMuJjMzK8YOm0yqUKZQ1mn0Ope9YpwsqJgmM6wUYAn2S0/q4LnhJEhS7T3uDnnwOJQZk+1SBZXAlJxjv8sGprkIYZxkfzTHH14cpz+aJ5YtzzrSeymUNJ2Cqs+Imas2hU5f2+E234Flg4nnRPOdQDAXSxbGP/nJT/jCF75Qa8Y7++yz+dCHPsQTTzxBb28vDzzwwLItUiAQCJaLsVSBRq9jybekR5IFWgOuWiPaXOcwTEgX1FoSxFQKqkaqoHFGX5jhyjjg6aTyKl6Xjbyq1wZ2vDiSYmNHgJaAi6HK5DbNMGlvcFu5ykE3imyJ4/FKrvC+SJaVzV7WtfmZzJTqRgL3NXnpj+UYiOdRZImNHQEGZhG3bQHXDCtFW8BF0G0nX9ZRDauyudyDPqpe2Lkaxda2+nAoMpmCilKp4MqVvOeRaV7g6SOjAy47ummSWEAk/nl/jK6gm788p5fBRJ5cSatddBwu6YI12nv6YJKqUJ4pjI3DslKA9V6KirFAMDdLFsb79+/n5JNPRq40cxSLB39RXHPNNdx6662HvzqBQCBYZkYPw18M1ijohRrvhuIFHIpEPFeeVRjvHM8ScNtIFVRU3bTi0qaxN5Ih4LLT4LbXBFEip7KhLUBrwEm6oFLWDbIlje6wh6F4nq6K77m9wU00V6ak6gzEcvQ1eult9KDIsD9ysJK6osnLQCzPo3ui6IZJo9fBYCw3w5/bEnCSyKt12cuyLLGm1Ue+rONQrObA5R70Ec9ZGckex+xiMJItEaj4hu/dMVFbd2fIzfC0qXapglo3MjrodqDp81eMx1IFRhJFLlzXzMaOAD1hDwVVr8t1PhxSlSl004Wxy67gtiszhnEUVf2wcozBauzLFLXaeGmBQFDPkn/CvF4v5XIZSZIIh8MMDAzUHnO73cRisWVZoEAgECwnY8nCkv3FpmkuehS0y65YwzCa6+PPUnmVkUSe9gYXO8cyOG0yLf6Zecr7JnP0hN247UrFb6ojYd0Kb/Y7yZV1XIrMRLpIe2UIR1fIEthtDS5ME3ZOpMmWdPoavThtCj1hT112r9ehsGUwwZ0vjDKWKvLH7RNWEsY0P3HVqzvdQrCmxY+qGzgViXxJW/ZBH4l8meCUDOPpDMasc53a08CBaI77dkwC1vS4aLZUE/LVkdxTBWjQa0fVTZL5uYeC3LdjEpsiccHqZgBO6wmRK2nLltmcKqjYFWlW4R+cNqXONM3DjmsDaj7r2eLgBALBYQjj9evXc+DAAQBe9apX8Y1vfIPh4WEmJyf5+te/zrp165ZtkQKBQLAcFMo6iby6ZH9xLGc13nUFZ1Z4pzJSqVa2+l0zMnK3DCVw2W2sbramz3WHPTOEn2ma7I1kaQ648DlteBwKQ/FCLQHCaVMwTWsUs2GC3SZjmNQqxo1eB3ZF4vmhFHZFqgn5lU0+9kWsiXeTmSK3Pz2Mx67Q6HPwjxev4YPnrSCeK3Pz4/11YjHssY43Ma1S2tvoQZYkyrrBWLpUq1wvF4kF8nbHUkXcdoW+Jh+XndzBfTsneX4oSVfIjWke9JNX7SNTvbxhrwPNMFB1g3RRm/X4W0dStAVctfzfE7sacNoUdo1nZt3/UEkVVBrcswt/SxgfFK+aYaIb4F4GK4UkMWscnEAgOAxh/O53v5vdu3cD8M///M/s3LmT3t5e2tvbeeyxx/jKV76ybIsUCASC5aB6m3+pFePRpJUbPJ+wzpc1otkyRU2vDdSoYpomzw4kOLm7gZaAi4F4jt5Z/MWRTIlMUcOlyDhsMiubvCTyZRrcDkaTBUzTRDdMcmUNj0MhV9Jw2xUavQdTF1oDLnaNZ+gJe2qDSFa1+EjmVcZSBX72xCBNfifnrmqkWNbpa/RxWm+IC9Y2s2UwwVP9ByfLVY833ULQHfbgcVq3/DNFjWa/Y5krxuqsjXdVxlNFHDaZBreds1c2ct7qRn71zDCxrJX9XPUZVyuvUyvGTT4Hpgmqbsya61vWDAbjefqavDXh6nPa6Aq5GasMBjlcqsJ4NoIeR92Eumr1+3ArxjZFJuSxi4qxQDAHSxbGH/3oR7n++usBOPXUU9m+fTvf+ta3uOGGG3j++ee55JJLlm2RAoFAsByMpYp4HAoB99KSKkeTBVr8zroIremMJAoYhkGhYmGYynCiQCRb5rSeEF6njXhOnTGCGeBANIfTJqMaJm0BF26HjbJuEPbaGIoXiGRL2G0yyYJKd8jNSKJIV8hdV3lsC7g4EM3VraE75MahSNyxZYRkXuV9Z/XgtMuUddNKaQDO6A0R9jq4e+t4nfhrmSWyzWVX6Ap6SORVdMPEqSjEcyrZ0uGLRrCsFHMJY9M0GU8XUeSDleBLTmhnfbufmx8fQJElItmDFWOnTa4TldXkh6Kqk5mlYjwYz5Mv6zOi9jZ2NJAuqjPei6WQLmgzotqqBN31VopCTRgf9vgBmnxOIqJiLBDMyuH/hFXo7u7mb//2b/n4xz/OunXrajYLgUAgOFoYSxVpb3AtOYN2eBGNd8OJAkgSiiLPEMZbBhM0+510hdxoukFR1ema5XgHojl6wh7GUgU6Q24KqkaD247DpjCcyDOSKOB1KiTzZTqCboYTBxvvqvidNmLZMr2NB7dXM4kf3RPl4o2thLxWA5rbrtSqwb2NXnxOG4ZpcG/FswuWz3i6lQJgXZuPgqrjUCRMLPtF1ft7OJQ1g0xRq9kYppMuauTLllisVl1lWeI9Z/awoT3AttEU20fTQGW63LRItBb/we+D9CwT+w5ELS/29AuXje1+imV91vfiUMmWNHyu2S/Sgh476aJaS/koqdYQlcONawMrCvBoqxjvGs/w+D7RmyR4+Vk2YVxlaGiIv/mbvxHjogUCwVHH2CJGOc9FbeLdgsI4j6Nyu3rqRDPdMHl+KMWpPdaEtnzZalZT9frGL9M0rUpvk4fRZJEmn4PxdIkN7QHKmsFoysov7gi4KWkmNgUi2XKt8a6KZproplmXxACWraCk6Zy9IoxpWs1njV5HTQha6RUy69sCPHUgXqv+tjW4yBQ1ctOqwevaAhTKOg67TDRbptnvZDA+Mwv5UInlrIpmtbI7nfFUEdM0Mc16i4QiS7z7jG42tAd4dE+UZwcT1nS5aZaFRp810c80D8amTaU/lsVhk2n01p9/RZMPh02uG6e9VLIlDa9zDmHsdlTWZon25bJSgGUjOZo8xo/ti/Ljx/r5n+dHSYipfIKXmUMWxo8++ihXX301l1xyCf/wD//A4OAgAIlEgr/7u79j7dq1/OAHP+Dyyy9f7rUKBALBktF0g4mMVTFeConKxLz5hLFpmgwlCmiGMaNafCCapaDqnNhpTYbLFKxqYTRXL1BiuTLpokbQbaekGTXhfHZfmGxJI5IpMhDNEfTakSRI5CxR1xWuX1e2pOJxKHXDHGLZEpFsiWa/i3i+zGSmRFEz2NDhrwljj8NmTdtz2nDY5FoVr5pMMb1S2hP24LTLlFSDsVSBnrBnWXzGkUwJSaLmm57OeLqIy6agyDJBd/0+sizxjtO7aPQ5+dkTgzw3lMA/zbLgq7w+3TTJTKsYm6bJ/kgOj0OppThUCbht+F22w36NpmmSLWr45hDG1YuqZE0YWxVj5zw2nsXS4neSL+vLZnk5XJ4dTHJqdxCfU+HZocTCTxAIjiCH9BN2zz338JrXvIabb76Zu+++mxtuuIHzzjuPZ599lpNPPpn/+I//4Nxzz+WJJ57gF7/4xZFas0AgEBwykWwJ3WDJFeNq4918Gcipgkq6oFJUjRnZxNvHMrQGnDT5nBiGlQoR9DiITotAOxDNYVckDBMU2bIBdAbdbOxowDChUNLZF8kiSzJhj4P+WI4Gt32GV3UsWaLV72IsVeBANMdDuyPc/Fg/zX4HbZUBIQOxPA5F4qSuIP3Rg/nFfY0ehhMFzlnZyBP7Y2i6QcBlq7NcVGkNuPC7rEzmeE6l1e9kOFHAOMxBH9FsiZDHXmscnE4kU8LjtKqnDbOMjG7xu+gOezh7ZZjnh1LsGk/XJW1IkoTXaUPTzRmpFOmiRjyn4nXaZkwtlCSJtgZ3LXlkqZQ0A8046O2eTsBlq339AYqajtMmI8uHP4q6pXKRM31oy8tBqqAynChwYlcDJ3cHeWYgMWd8nkDwUnBIwvj//J//Q3t7Ow899BC5XI4XX3yRnp4eNm/eTDQa5ac//Sn3338/Z5555pFar0AgECyJ0WQRmyzNeWt+IYYTBZp8TpzzeDyHEwUKZR27ItPXdLBibJom20fTbGwPADCWLqIalgCNTbt1fCBi+YvH00Va/S72R3OsbvHRFXLT4LaTLJRJFawBDd1hN/3R3Ax/caGsM5Ep0tPo4Y4tw/zXw/t5dE+EP26fYChexK5IDMbz9MdydIc9rGr2kSvrtZziFU1ehhN5Tu5qIK/q7BzPIEkSrQHnjIxjRZboCXuI58qYponDbtlDxg7TgxvNlOf9WkWzJUsoSpafejpBjx27ItHX6GVls5f9kRy3Pz2Mphu1fQIuG6puzKgYj6eKFFWdjobZJxz2hD0z3odDpdrwN1fFWJIk6+udP2ilWA4bBVjvl8ehMLnEr9HeyQxf+8MOvnnP7rqBMUth51gauyKxusXH+rbAsjZvCgRL4ZCE8ZYtW7juuuu44IILcLvdbNq0ie985zuk02m++tWv8r73ve9IrVMgEAgOi9FkgbYGF8oSK26jycKsjXJTGaqMVva7bHVDO0aSBVIFlY0dljAejOVx2mR6G711Xk/TNNkfzbGy2ctIokDQYyeeU1nT4kOWrWEh+bJRGSltjZseThZmCOP+WA5dNxhNFhhNFvnrC1Zw0boWzugNcdHaZnZPZtkykGQonqcn7KEj6MZpk2t2ipVNPmukdVFldbOPp/vjALNGtoE16CNT1HAoEiXVsAZ9HGYDnmX5mEcYZ0rYFCuqbbYqqiRZF0GT6RI+p423ndrJ9rE0tzw+UPPrNrjttSa/qYwmC7XR2rPR1+QhWVAPK7KtKv7m8hiD5TNOVqbjWdMPD89GkS1pTGaKVtU74GIic+jCeDxV5Ed/6qe30UOD285tTw7WjRk/VPZFcqxs8mJX5FoM4tFQyRa8cjmkn7JUKjWjqW7Dhg0AnHPOOcu3KoFAIFhmFjOxbi4OTrxbOJFCkqwGtqnJF9tH0zS47TV/8lA8T3fYQ5PPSXRKOkAir5IqqPQ2ehlLFdF0E6dNpqeSdbyq2UemqKLplve4O+QmXdBoCdQLyP5ozop0U2RWNHnpCXvYMpDglJ4Q7zmrm9N7Qjy+P8ZQPE9voxdFlugKuRmoiNkGj50mn4N9kRyn94bYPZklW9JqyRTTb3Vv6ghQqFQ0x1PFwx70YZomkUxpzopxvqyRK+t1UW2zEfY6mMgUMUzY0BHgQxesYCxV4KZHD1DSdIJuByXNIF/W6yrJo6kCTps8Z1Tc6hYfpgl7J5ZeLa02Mc5VMYb66XeFw6wY7xrPcP3/7uLGh/ZjGCYtASfjqUOvet+1dYy2gIv3ndXD+87uwa7I3LdjYsnrGklaPwtgvRd+l602mEUgeDk4JGFsmiaKUv+DWf3c6Vza7UmBQCA40hiGyViyQOcCE+vmIplXyZf1eYW1YZgMJ/KUtJn5xTvGMmxo99fE8kDcsks0+RzEc6WaH/dANItNlnDZZEqaQa6s0dd4cEDH6hYfqmGSLurYZImGinBzyPW/yh/fHyNfNnjf2d3YFZntY2lGU0VOqyRiXPmqXkzTZM9Elu5Ktbmv0Ut/7GCaxIomLweiOda3+7HJEttGUrQGnBRVY0aKw+oWH3ZFpqAajCStBryBw0imyJY0SpoxpzCOZqyLCcNgzgEZACGPo5Y37Hfa6Ap5+PCFq0jkyvzyqSFCXjslzaoeT60aT6ZLyNLcontVkw9Zgr2HYSPIFK3hLPPdwQh6HPVWisNovHuyP06D206+rNMfy1kV41kucuZjIJZj90SWN53YjiRJuOwKF6xp5rmh5Iy0ksWQL1te7qkXnG1z3JUQCF4qDjnl/rbbbuPRRx+tfW4YBpIkceutt/Lggw/WtkuSxD/8wz8syyIFAoHgcIhkS5R1k87Q0hrvRiqNd/NVjCczJdJFDVmqzy9O5MqMp4u8+aQ2ADJFq0mtt9GD266gG9Ygi0afk/0Vf/FEpoQsmUSzJU7tCdWO1eR1IAH5kkbQYydX0vA6FVJTPLKZospT/XEu3tjKmX2N3PnCGI/uiRL02FlR8T2HvU7aGqwGvJFkgTWtfvqaPNy3c5JUXqWhsu8zA1ZCwPq2AC8Mp3j/OT0ATGSKdQ1vYa+DoNtOpqiimybtDS7u32l5ReeriM5F1es8l5UikrX84qpu0OCeezJeyGMnmi1iV5RaXnCTz8kV5/Ty/Uf246hcgGCalcxkB4ZhEsuWMMy5hbHHacPntDF6GA14i3lvgh47qYKKaZqUDrNiPJzIc87KRp4dSLBjLMMJnQFKmkEir847dnsqT+yP0xVys3rK0JPTeoP8cfs4T/XHuWhdyyGtqfr+Tf25bG9wsWfy8HzLAsHhcMi/sW644YZZt3/zm9+s+1wIY4FAcLQwkixgkyVa5/Gszke18W4+YTKcyFMoazT5nXWV5T2TWeyKRG9FLFdjvrpDntpAjFjOEsYHojlO6wkxmizgcdjIlnRWNR8UIZPZEkG3nYGCitehWANHGlx1t8T/+7lRdMPkPWd2o8gSzT4nzw4leMfp3XX2joDLToPbzu3PDLOyyUs8X2YonufFkSTnr2mu+YyH4nlO6mrgZ08OYppWw9p4qsjaVn/tWJIk0RN2M5oq4nbYsFcq2IOxfM1XfShEs2WcNpnAHIkN0WyZRp+DVKE+n7iaAX0gmiNf1kkVVCbTJTpDbtxTvnZ9TV5ev6mNHz66H1U3KGlGbchHLFempBnYFXl+0e21H9Yt/2xJXVAYhzxWZF9B1SmqxozIucWSLqqkCxrdITfFss72sTSv29iCLFnft4sRxrmSxosjKd5yckfddqdN4eSuIC8Mpw5ZGI8kiwRctrpEldYGF3/aF0U3zCX3AwgEh8MhCWMxzU4gEByLDCesxru5or8Wfv7MyXLTGUrkkWWJ3rC37jz7Iln6Gr21dIPBWJ7WgBO3wxJqHodCNFOixe8kkVfpa/Jy744JZFnC61BoneIfHkkUCLhtaBXrxXCiQG+jt5YtXCjrPLBzktXNPtobrPUqskQsW+bUnmDtOJpuoGqWp/be7RNsXt/Cpo4Aqm7wg0cP0NZgVQWrPuML1zYjS7B7IkPLHLe6V7X42TaaZkWjl0ShTLPPwWB8acI4kinR6HXMOaEwnivT4LYzkS7VqrojyQK/2TLMSLJI2GvH57QznMizZzJLvpK40TKlme7Va5q4b/sEL46k0U2jZgWYzBQpaQYuu0JoHv9yk8/JZGbpyRTZkj7n1LsqVWGezKuVVIqlff+OJCqV2aAHVTd5eE8U07SaKYfiBU7qCi54jOeHkiiyxMndDTMeO6GzgScOxIlk5m+YnG1d0+/iNPuctbsoS02QEQgOh0MSxr29vUdqHQKBQHDEGE0WFpxYNxemaTKcKPD6BQTecLyAYVCXX2yaJvsms7x6bXNt20A8X7dPk89JNFdmfzSHIkNX0M1YJRVhVYuvThyOJAs0+V3Y5DSjqQKqDid2NbC7MoXtyf446aLKZSd31J6XzKsoskSL/6AoHE0WyZQ0MkWNU3uC9DV6ePtpXcgS3PnCGD/98wAfvnBlzWf8hk1t9DV62TWeoS3g4kB05q3uTR0BfvHUEC67zGiyQE+jd8kNeLHc/AIrnivXRGvQY+fZwQR3bBmmN+zl469ZXftaF8saO8bS6IbBfzywl7ef1sUp3UHAqnL/xemd/Pa5EaLZMrlyVRiXcNhkFFma17/cGnCxL5LDMMx5s4V1wySZLxOeJvSzRW3Bi63q+RP5spVjvEQrxUiiQKPXgduh1JI2JtMlusNuhhKL+xo9O5RkY0dg1rjClU1efE6FrSMpNq9ffNV4JJnn1O5Q3bZq9TophLHgZWLZR0ILBALB0YRhmJYwXqK/OJq1bq13h+Zu3CtrBoOJPIZp1uUXj6WK5Mo6qyqeTE03GEkUaikTYI0mjmZKHIjk6Ap5SBdVSpUIsRVN9U18w4kCAZeVQbsvksMmS2xoC5AuaGSLGo/tjeJx2FhTsTnohkksV8bntNVl9T62P0oyX2Z1i49zVzWxYzxDPFdmdYufJr+TZr+T254coqeSLlHSdNa1+dk9kaXZ72AyU5oxwOOEjgCyBCVNZyxVpCfsYTiRR1/CoI/5EinAEsZTK/C3PzPMuSub+KvzV9RdALkcNrwOGyd2BTlrRZhfPDXEY/uiU9bcgNuhMJYs1iLHIpkSbruC32Wb9w5DZ9BNSdVrk+lmY+9klq/+fgfX/3E3P/xTf12DWrakLlgxdthkfE6FVN4aGuOaJ0N7PsbTxVoUWtBt5TtPZop0hzyMJgsLfo0imRLDiQKnTbnrMBVZltjYEWD7WHrRayqUdeI5dcbPpceh4LTJdRMbBYKXkkPvihAIBIJjiEi2hKqbS64YDyXyKDLzjpIeTRZIV0Y8TxW9+yJZPA6FjspzR5NFNMOkJ3xQ8Db7nAzEciTyZU7obGA4WaCkWVnAU/3FaiWX2G1X6A5bgubsFY01P/OjeyOMp4s0+hw1QX0gmkWRJUJeBxPpIn6XlcLwhxfHWNvqZ327H4ci43PaeGYgwdkrw0hInL0izP88P8poslDzGa9r8/OHF8cxTBNVN4lPq+g1eByEPA4yJR0jVaQ75KasWxcl3eHFp4FoukE8V56zYlwo6+TLOrIsUdZ0fvfCKOetauKSE9tmtV7YFAnThEtP6sDrtPG758fwOmyc3B1EUWSafU5ShTLbRtO87VRLBNqV+avFAF0hN2XdIJIpzurRjefK/OyJQVY2ezmtJ8T/PD/Kr54Z5gPn9iJJErmSPutgkukEPQ6rYnwYVopUQa01hMoV3/lEusQZfSFrGEuqQNc8F37PDSUJuGysbPLNuc/6tgBPHkiQLqozpjDORnVy4PSGVkmSCHrsJPLl2Z4mWCZM00QzTHSj8q9uopsmmm7Ub6/938A0wTCtz02sooNR2WaYJqbJtMemPD7Lvmtb/UuyWh1phDAWCATHNcOJvNV4N8ewhoWfX6C9wT1v9XA4UaCs6Wxq99c16O2dzLKq+aAdYjCex+NQaPIdFFKNPitSTJElVjZ52TmeQZElfM76ISFjySK6YZIra5zQEWDXeAa/00aD247TJvPw7ighjwNZkmrP2zaapifsIVNUGU+VWN3i56FdEeK5Mu89q4eSajCWKnJKd5BnBxO8bkMLjV4HibzK5vUtPLQrQsBlY18kx+s3thL22mu5y+Op4oyqbnfYTSxXxmlTMDHxOJTadL3FEs+XMUxomkMYVwVTsawzEMtz6UntvOmE2UUxWB5r3bD81JvXtZAtavzqmWGCHju9jV4aPHb0ymRCwzCJVyYRzpePDNZYZQmJ0WSRdW0z/7jfv3MSr1PhXWd047DJeBwK//XIfp4dSrKpw0qEmG+4R5UGt51oJSVjqakU6YJaJ/RbAy4mM0Va/E58ToW9k9k5hbFpmjw3lODk7uC8lpFVzT7sisSu8Qxn9oUXXNNI0rr7MdsFSNjrIJETwngqpmlajZhlnYJqXRwe/L9GUdUpaVa+uaoblLXKR+X/1W2aYT1+OBPbZQlkSao1RyqyVNsmSRKKfPD/U/eVKv+vbusOL61YcaQRwlggEBzXjCSLhzXxbrGNdwB9Uyq8mm7QH81xyYnttW0D8dyM4R9NPieZgorXaaOn0YpMM02TFc3euv2mekFP6wnysycHAbOSJyuzayLD2SvCNS+raZpsG01z9oow/bE8Y6kCmaLKfTsnafI62dAWIJotsWUwwVtP6eCRPVH2R631DcRy/OW5vfxpT5SSqnMgmkOSJNa1BdgfyRH22pnMFIH6RqxVzT52T4zTHXIzlirS1+SlP5rjgjXNLJbJdAlJou7iYSrxXBlJgi2DCRw2mXec0T2vYJMlyYpkq/DmE9tJ5svc8vgAf/eaNQRcdtSKdWXLYIJ8WcdtVxasGDe47bgcyqwe3VRe5bmhBJef0omjkj3c1+Tl1O4gD+ycrN1VWEyUXdBjZ/e45SFfijDWdINMqT69ozng5MAB62u6psXP3snsnIkSg/E88Zxa82bPhaNyh2PnWHpxwniWxrsqIY9j0d7n4wHDMEkWVCKZErFciUxRq3yotX/zZX1WMeusXHS57QoOm4zDJmNXZNwO63vYYZNxKDL26r+KJVJtsuWjt9U+n7ZdlpBlCbsi1YStIlnidq6L0OMFIYwFAsFxzUhi5sjkxaLpBmPJImevmP8PfX80h2HCiin5xYPxPGXdrGW+mqbJYNzKkp1Ko89BuqjRHnRhl2VGE3nyZX2Gv3ioUm1WdZP2BjeKLBOrVE9zJR0Jk2xJ47RK7vFgPE+mqLGpo4GiarA/kuWh3RFKqk570EVnyI3TLqPqJpJkWUW2jqTobfRy5wuj2GSZC9Y288unhihqBkVVZ12rn8f3xVjR5KkNzpjK+vYAd2wZweOwMZIssqLRywO7LKG/2D+m46kiYY9j1iYvsISxrpvsi+S4eGPLosTlVGEsyxLvOrOb/7x/L7c/M0TAZSOSKeF32XhodwQA3TQWtAM0uO24bHLNEjCVp/rjeBy2GWLyonUtfPPe3TzTb+VDL0oYux21KvZSrBSZooZp1g9CafE7SeZVSprO6lYfv94yTEnTZ33Pn+5P0BpwzmslqrK+zc8fXhxD1Y2aB3wuhhN5Tu8NzfpY2OvgheHkguc71ihpVjpK7SNbIpopE82WakkzHodCwGXH77KmALY3uK2+AqetJoDd1X/tyrwXhYKlIYSxQCA4bjEMyz95Zt/sf4AXYjxteYLna7zLljSGEpZo7W2a6i/OEfLYp3TZW1myvdNsBU6bQlm3hFgkWyJZ0GrVt6kMJfJIkkRH0EWyoOF32hhLFNF0g2hl/HOupNW8pNtH0zT5HLQGrGEej+6NEM2WaA+68bts2BWZFr8LuyIxkiiwqSPAkwfinLMijFrxBp/ZF+LurWNMpEvsj+RY3eJDkS0f4fgsGb4ndVoV5JKmM5a0mrXyL+pMZkqLtrJMbRSbjVi2xGiqgM9p44TO4LzHKml6xUphVjy6Su09f9eZ3XzvoX21KXstfie7xtMVsWo1382HlbNsn/V9eHEkxQmdDTPsN81+Jxva/DzZHwNYsPkOqkM+rCl5S2m+qzYHThXGjV7LppLMq6xu8aEbsGciywmd9XcAiqrOC8NJ3jCPVWUq69sC/Pa5UfZHcqxr88+5X7akkcirc1psQh4H2ZI+p1g/FihrBmOpAsOJAiOJAsPJAtFsCdO0rAiNPqvJdV2bn/P9jTT7XDT7D8Y4Cl4+DkkY33LLLYd08A984AOHtL9AIBAsJxOZotV4t8SK8XCigNMmz5uQMJywKrMb2gJ1Vca9k1lWt9T7i2WJGV7OTFFFN0xcdoXhRJ5cSaO30VPnL86WrNG5dkWykiIq9o6hZIFd4xnkyjlMk1oz3vaxNBvbA0iSRHuDi9FkkfYGFw1uK2sZLG9ge4ObkWSBs1aEuXfHJEXNwONQGIjl6Q57OLMvzO1PD7F7Is3GjgDdIQ/5sm5VuXSjTvw1+Z00uG1kixpjFGnzu3DaZA5Ec4sWxhPpIifPk6v74kiKsmbQHnQR9sw/mCJfsoSVbpgk8uVatjNYX4fXb2zjm/fuJltUCbgDxLLW9MJmu43AAlYKSZJo9DkYSxXqBNxkushkpsTlp3bO+rwz+sI8uCtCk8+5YFUVLGGsmwZlXVqSlSJdUJEl6oR+yGu9tli2zMaOAKuavTw7mJghjLcMJjBhRqTaXDR47HQ0uNg5np5XGFdj/Oa6k1NdXzKv0ho4+oWiplte/ZFkRQQnCkxkipgmuO0KnSE3mzoCdAbdtAZchL0OMbzkKOaQhPFVV1216H0lSRLCWCAQvKyMJgvYlfoM30NhOGHlH893u3I4bsVdrWk9WOEtqjrDiTyvWnXQNjEQz9MRdNc8p1X6o3mrSiTBULyAJM2SX5wo1DrDe8Ie7to6xvr2AI/sifD4/igb2vw8stca+2xTZGLZEtFsuSZOGr0OIpkSp/eEGM8Uef2UHOXOkJuheJ7LTnYR9trZPpqmr9FDfyzH+WuaOGtFmF9vGeGZgSSXn9rFiiYvf9oXxTCtxI+pYhMssZMqqNhtCrF8mZ6wh/5oboaFZDZKmk4sV56zYqzpBs8Pp1jb6gOkBRvkcmWr+q7pBomcOmOtF6xp4pdPD9EfzaEbJkGPnQPRPE0+56KSFVr8TgbjeWLZci1dYdtoGr/LNuPOQJV1rX7sikS2tLg4sqDHgW6YlCtJJYdKsqDid9nrvoedNgWfU6k1Mp5RufiZmiih6gYP745yem/okKqY69r8PDuU5LJ57DND8TxNPgcex+wSJFS54Enky0tumj0SZEsaiVyZRL5MPGd9jKWKjKUK6IZ1F6Ez6GZtq4/N65vpCnkIeezHvSf3eENMvhMIBMct1Yl3h9N4t6517soXwEAsZzXLTfEEH6h4jqv5xQCDsVxtLPRU9kezdAYtMalpBppuzOovtslgItdSIy5a18wDOyd58kCCv75gBffsmKgJjd0TWZw2udbkdSCWQ5ZAka2qcs9UYRx089SBOLphsqmjge1jac7oDfHo3iimacXcrWz2smciSyxbYmWzj/t2TqIbJhPpmcK4r9HHo3sjtAZcDCfyrGjy8ucDsUX5jCfTpdpEttn484EYmYLKyV1Bnh9OEVpglHG+bFkpvM7Z478kSeLija08tGuS4USeVc0+VN0gW9IWtFKAlUyhVqwsVWG8ZzLDmhbfnBdTsizR2uBi3+TMISmz4a2IUtOcf5DIXKSmJVJUCXudNe/ypo4Av7MrPLgrwmWVkc+P74uRL2uHPOZ5Q3uAB3ZZ0YHTvzeqDCUK89qTXHYFj0Opre/loqjqbB1JsXM8w1AiT7pg5VBLkmVNCXsc9IQ9nLuqka6Qm2afU4jg4wAx+U4gEBy3DB9G411Rtbyxr9vQOuc+pmmyczyDy26rE717J7O0N7hqzVXVoRdTJ+BVORDNsabFx/5IjtFyYUZ+MVj+YodNxmlXSFUGdZy7MoxuWlPVehu9yJLVQQ6wbzzOBebT2O7+IUR20RyPcb3qYnL7OoJtryXgPKF27K6QG80wmcyU2NQR4JE9UfwuO9mSVb1t8jm5aF0LT/cn2DGW5uyVjTgUmbJp1EZRT2Vdu58/bB0j6HYwnLDGDf9x+wSJvDpr3u9UxlJFHIpE4yz7abrBPdsnaA448TltOBSpJhrnIlfSUGQrK3quXNz1bX48DhvDiQJhr4OA2066oC7KthD02FFkiUhlNHRZMxiM5zljgVSGsMfBds1gMl2sG1M9G1bqiEJJNebdby5SBXXWynpoSlawXZG55MQ27tgywupmH7IMf9w+zuZ1LQumc0ynK+TG51TYOZ6ZVRhrusFQPM8bNrXNexwrsu3lGfKRKarcv3OSLQMJDBPWtPo4Z2UjXUE3Ya+DoEdYIY5nRPOdQCA4LlF1q/nl3FUL38KfjdFkAdNk3sEg1c7ytoCzLl5s72SWtVMqzSMJa1BGb7i+EpwraUykS7z5xHZeHEkRzZZY3eKr8xebpslQ3FqLNU3OGu8bcDuwVbJBx1JFPE4buq6iP/F93vLg12lQJ2vHaKx8rC9sgehtkPo+vPFfofN0mn1OqwEvWeCM3hB+l41Y1hpyMRDL0eRzcmp3ELdD4c8H4py/ppnusJvdE9lZhfEJlcB+3TQYThS45MR2bLLEgWiWsHd+wTiaLNA+h3XlhZEU8WyZtoCrYntwLFidy5d1vA4boXlycZt8TvwuG5phsmcyyyldDeyL5BZV4fa7LGEcqxx7IJZDN2DVPIMwwEqX8DltbBtNLyiMwbpFXyjrC+43G5miWjd0pkrY62Db6MFJdaf1hNg7meUnfx4A4ITOAK85hPHOVaqxfjvG0myepdo8lLAG2Ey1Hs3GyzHkwzRNHtkT5f6dkzjtMm/Y1MYpPcE5LR+C45PD+mrv2bOHG2+8kR07dlAo1EfWSJLEfffdd1iLEwgEgqViDcRgVlGwGIYTBXxOZV4f62Dcilbb0N5QE1GpgspkpjQtvzhPwG2jYdqxrHxgOLmrgZse1ciVdDa0BeoEWSxXJl/WMAyT3rCX3RMZusNu8mUNWZZQdZP+WI6TvEkuf+YfUPLbpqULz8LQE/CDi+F11yG/6m9pa3Axmiwg9YVZ1+pnXzRHV8hNfzTP6b1hQl4HK5u8vDCURNMNVjb5eH4oOasw7gy6cdsVK3+1MgK5O3zwWPMxMseUPNM0eXRPlM6Qm3xZp6jqhBbwF4N14eFx2Ah57OyZmN264HPZcNoVfIrMeKqITZYxTGst802DA6uhTUIilrUqxvsiWZp9jhlf55nr0lnV7GPbaIrNixCfDptci/M6VHIlbdZBImGvNVGvegEgSRLvPrOHc1bmkCWJrpB7zguDsmZw744JukJuTuxsmLHfpo4AzzyeIJ4rz7hLsGciQ9hrn/WuQN36PA72LtJushwUyjq/fHqI3RMZXrO+hfPXNB2ziRiCw2Np8yWBrVu3cuqpp/K73/2Ou+++m0QiwZ49e3jwwQfZt28fpnkYY1UEAoHgMKlGqC30B3i+53eHPfNWDftjOUzDrLM+7I9kUWTomxLdNhjLz6gWgyWM2wIu/G57pcFKZ0XzTH+xqhtIskRXyFWxh3jYPpom6LKTK2tIO//AJ/b9FV35bXXPNQNdbG2+hH1rPkhq5VvIMOXYpg73fBHu+gwdARdjldixNa0+huJ52hvcDMRytd3PW93IZKZEfzTHymYvumFVqotqfSXTpsi0N7hI5svohpVL3NvopX/KsWZD0w3GU8VZK/T7IjnGUkV6Gz2EvQ6SBXVBfzFYzXdep0LAba/Flk3HabP8rGDidSociOXwV6q5CxGoxN5NVqwUg/H8rD7y6WRKGuvb/Iwki4vy0dpkq4FwKeRKVtV8OmGvA1W3sq+n0tvonff73jBMfvbEAE/sj/Hzp4Z4sJL9PJW1rX58ToUtA4kZj+2ZltYyF0GPg/hLVDEeTRb4jwf2MJoq8OFXr+K1G1qFKH4Fs2Rh/PnPf543vOENbNu2DdM0uemmmxgaGuJ3v/sdxWKRr3zlK8u5ToFAIDgkhuJ5uuepes1HdRjHQqOMd45lcNoVeqc0s+2dzNIT9tT+sFaPNXWfKgcqIhOsjncTZvEXF3DZFeyKhNOuUFB1ukMeto6kOLGrgdcU7uXSnZ/GqWVqz8n6+uDdtzJ85RPc2v55nJd8lWfP/gZXhW5m6MS/A2nKH/0nb+Ssfd9mPFXENC2Rb2JNjItkyzXhdPbKRmyKzCN7onSHPfhcNjJFteavnUpfk5dItozLJjNUacCLZsuki3N7Ricz1pCD2Tzhj+6JsKLJg4RUqXSqteSC+ciVdDwOG0G3g3zZysWdDb/LRkE1aPI5KWsGNkViz0Rm1n2n4nPacdplEpWq/nCiMOPrPL1IpOoGRdVgTasfl11m+yIEuF2RKOvGIRecVN2ojJ6eKfKq79+hNrhtH0uzayLLX52/ktesa+Hh3ZEZNg9FljilO8SWwQTGlEp3NFtiOFFg/SwjtKcT9jooqsaSLSSLwTRN/rQ3yncf3EfQ7eDjm1fXNaYKXpksWRhv2bKFK6+8Elm2DmFUZtG/+c1v5pOf/CSf+9znlmeFAoFAsAQWI2znYq5hHFMplK1RyWGvo1blNE2TvZFsnbiNZErky/oMS0e+rDGeLrKiyUu6qFJUdRyKXOcvBkvgy5KVNzyWKqLIlv9ybyTL+5R7+Ezp28gcrCY+5H0jQ+/6I2y4lOdHrCEfnUE3A7E8LY1hnlrxYbjyf8B50HDRse1GNk3+nliujNdpozPoJlfSkCRrqh9AW8BFd8jNn/fHsMkSq5q9FMo647M14LX6SVWqusPxAj1hD7IEByJzV41HKtF6zdMyo+O5MrsmsrxqVRPxfJkGt510cXHCOF+pGFftMKk5qsYNbjtFVcNll2kPusmWdfZMZmdUU6fjd9lw2mRU3WDXeAZVN+u+554ZiPMvd+7gyQPx2rZc5ZhBj50NbQG2jaYWfB2KJCEhLbie6eRLlqicbcJeg9uOLB26MP7z/hhrW330NHo4f00TEhJ/PhCbsd9ZK8IkCyrPTZlg99SBOA1u+4JJL3Awy/hIVY0nM0V++Kd+/vDiGBeubeavzl+BfxERfYLjnyUL40QiQTgcRpZl7HY7icTBWyZnnHEGW7ZsWZYFCgQCwaGSKarzTtZaiOowjvkGgwzG82RLGuvaDkZzRbIl0gWtNgYaoD+Wx6FItTivKgcqgnNFk9eySxgmPpetrsKtVuwFmmHQ22g13rU3uNkbyXJy/H9Z/eS1Bw8oyfyh77P8p//vWdHehGGYvDCc4qTKsIyBmBVHNpYqQt/58Je/AfvB2/6Xj/w78QPPA7C6xcdgPE+r38VAzBrGIEkS565qZDhZYDRZoK/Ri2FSs2BMZUO7H80wMTEZTuRx2RW6Qh72Reb2jA7GrKEl0xvvnuqPE3DZ2NAeIJEr41BkTJMFM4zhoI2gJozzswvjsMeqTsqShN9lY1Wzl8F4nr0LVI09DqU2pnvHWBqn7eCFzUAsxx1bRmhvcPGbZ0fYX3ntmaIlbn1OG+vb/QzE8+TLCwheCWyyRHKO9c9FppKVPJvHWJalms94sUSzJfZFDmZSu+wKJ3QGZq16N/utps37d0xS0nSyJY2nBxKc2RdaVOxcLct4CZFtqbzKC8NJHt4d4aHdER7dE+WxfVGe2B/jwV2T3PToAb517x7SBZVrLlzF6za2itHKghpLFsadnZ1Eo1EAVq9ezcMPP1x77IUXXsDnm7/jVCAQCI4UQ3GrGXi+rNT5GIznaW9wzeszHIjlUHWDda0Hbwvvm8zhtMl1TVv90RzdYc+MeKeqv9jjsDEQyyMDHoetVlEEy/tY0qzb4b1hS0B3hdzEtt7H24f+tbafjgxv/z5Phi/DbpNx2RX2R3NkihondzUwni5SUHU2dQSYSBet29tdp8NffL92DLtZpuWBfwJDZ02LrxLV5mAgfrDKe8HqJnTD5M/743SHPZjAUEU4T6Ur7MFjV8gVNSLZMoWyzqpm77zCeCCep2eaD1s3TJ4ZSHB6b6iSL6xTHRa3GI9xvqzhcSq47QoORZqzYhz2OVA1E1U3AYnLTu7ANOH+nZOz7l9FkiQa3A7sisz+SK6uYe2JA3E6g24+dMEKukJunqhUjatVX5/LxpoWPxJW7vS8mKDMs/65X//cFWOwxGf8ECLRto+mcduVuorvhvYAw4nCrGt73YZWSprODx/t58d/OoDLLi86JcauyATctnkr2qZpEs2W2D6a5oGdk/z0zwP82107+be7d/Lzp4b4074oTx6I8cjeCA/snOR/t03w+P4YLrvM+87q4e9fu2bJF8+C45clp1Kcf/75PPbYY1x++eW8//3v59prr2VsbAyHw8GPf/xjrrjiiuVcp0AgECyaoUSeZp/jkCZ2TWUxNoxdExlsikzflGEceyNZVjZ760TwgViOM3pnjtQ9EDnoL94+msbrtOF32YhkSrUK30Asj2FYE8+qyREXNSZZ+cwnUMyDAvpf3f/E5za+nfSOF7ArMiVN54XhJB0NLloCLh7bF8Vpkzmho4GH90SJZktWTNj6N8Or/hYe+38ABOMvwJ+/Q8/ZH7OmrElW1FxZM3DYZHobvbT4nfx5f4zXb2rFbVfYG8nOiDbzO22EvQ5iuTIOm8JIMs+qFh8P7IrMmlSQL2tEMiV6T6h/z3eMpcmWNM7oC0+pbEqLyjA2TZNcJa5NkiQaPI45K66NXgeaYVDSdAzTZF1bgDN6Qzy0O8I1F67CM4ewBMtO4ah4qav5xWXNYPtomtdvbEWSJM5ZaU0PzBRVciUNhyLVLrpWNHnZOZbmlO7gnOco6yZ+p+2Q48uylRznuSbmhb0OJjMzK/5zsWs8U3eHBKy7Cw5FYsdYesZ0w5DXwQfPX8F/PzeKwybzzjO666LPVN3g2cEkumFyRl9oxojssGfuivbuiQx/eHGMibTlcW9w2+kMuTl7RZjusIfusFs00AmWxJKF8Re+8AVGR0cB+MxnPsP4+Di33norkiTxrne9i+uvv37ZFikQCASHwlA8T9cSK0GqbjCaLNSNc56OYZjsHEsTcNnoDrtr2/ZHsnUDQRK5Msm8WieewRKCY+kir9nQgmGY7JrI0BZw0eCyEcmWavsPxK3BHiGvg0xRRdGLrHjg47j1g7f4b2v4EPfr5/OW0RSmaQmE0WSRbaPp2kCRgVievkYP7UEXsmT5eWv5uZu/ADv/APF91uf3fwXbuktY2ewlV9IwTGsC4MpmSxCd3B3ksb1RDAM6gi4GY3mS+fqUCEmS6Gn0sD+SY2OHn6FEgfNXN2FXJPZHZuYZVyv8033YT/XHWdPiq2TuWl5cTTcWlWFcUHVMk1rjWXCeZAqf045pgmGAppv4XTbecXoXj+yN8utnh7ninL45zxNw2ZCBSKZc85rvGs9Q1g1O7LJ83Cd2Bvnts6PsGs+QKWn4pkzVW98W4P7KJMHZhkaYpklR0wl7HYfsB65Gtc31XoW8DnaOL9xkCNbAm/5Yjnee0V233a7IrGz2sS+SnXXsd3uDm2suXDVju2GY/OhPBypj0OHp/jgfvnBV3cj00Byv+fF9MX73wigb2wO89ZRO2htcixrIIhAshiVbKbq7uzn//PMBUBSFb3/728RiMaLRKD/+8Y8JBBbuOhUIBILlxjBMhhOFw8ovNkzmjd2ayFgxW2tafbWq1EiyQFE1pvmLcyjyTEtHfzSPaVrVwki2RDxXZmNngGa/q5byYJomg7EcJtZaBuJ5/mLiBjyJnbXjjKx8N1t7PoAsSzy0O0qj107I42DLQIJ82bJOmKbJgWiO3iYvNkWmNeBiNDmlSmh3w1v/E5OKeNKKcO91rGzyMZEuEXDZaj5jgLNXhsmrOs8OJdjQFiBb0hhN1efYA6xp9ZMuqrUJeHbFqjjPlk3bH8vR7HPUeWFTeZU9k1nOrFRhEzmVgMtGpqQtMsPYshFUK5RBj53kHNVHWZZAAs0wUGQJuyKzptXPyiYvD+yMMJKc+fqq+F12ippBUdNpD1oXG/ujWbpC7lozl1Vtty4UciUNn/Pg+te3+ymo/z977x0nyVle+38rdI7T3ZPz5qywyjkgkACJjAjGBPnaYGxf/7B9L2AbYzC2r33ta2yDTTAIkxEIRBRBKMddbc6T80znnCr9/qjumulJWq0WI0Ofz2e2p6veqn47zPap5z3POVqDNd5SVFQdw4CIz0E8//yJsXedcIqwx062rJyVFdxwNI8BbFklmKM/7GYiUXxerhmPDseZTBZ5zw0b+YObN5MqKnzn0MyK+S0nxsPRPN87MstNW9t46+V9DEY8TVLcxHnFOVWMy+UyHo+Hb37zm7zmNa8533NqookmmjhnxPIVKqr+ghrvfE55XfI1kTCDPXZ1LTo7DMfy+Jxyg6vEeKJAd9DdUAUDkzh1Bkx98bGZDIWKyoU9LUynihYxThaqZMsqVVVjIOyh8uyXuSD2vcWTdF3Mj/vfx06niyOzOQ5PpXnZzg6SxSqHplJ0+J1EvA7i+Qq5ssqGWhW6K+hibjmR7b8S9aK3Yzt4t3n/5HfZsud3+EE1wEDI3eBBvK3DT8Bl4+EzMV62swNVN5hNl9i55LUA2NrmpaxoyJLAdMok1htaPTw5klghvRiO5tmwzKbu0HQapyyxrcPUsyYKFVo8duL56qrWd8tRb2irk+2Ay2Y1PC6HounIgklCHbI5L0kUuHJDiEeHE9x3aIb3XL9x1cqr1yFTrJjkMuBclMAst93b0Orh6bEkA2EP3iX2aRGvg1avWbld/hoAlk90m8/JZHJ9L+jlyFe0dWUgLR47hgGpokLrMjeU5ZhKFmnzOVZNgRsIe/jx8QWShSph7/rnAfO9efBUlBu3tllNqW+4pIf/fHKC7R1+q9LeUmsO1HUDURRIF6t87ZlJdnb5uXl72zlZMf46wDAM0xdd06koOlVNp1rrVVA0HU03rFtVN1A1A1VfeV/VzPNotfPVz6sboBsGumGg6bXfl22v71vtGPMHbtjSykufIxr8l4FzIsZOp5NwOIzH89xG5k000UQT/5WYTBaxSQIdZxG1u+rxicJzBnsMR/OIosDgkujfkWieTa2NwQVj8SI7OldaU43FCgzWiOqR6QxOm8Tmdi8VVePgZBowZRQVRcNhkxi0pfCd/FvreM0RwHjd5xl/LM8r9/gIe2xMJAtsavcylSjy4Kko128xE9UmEgVkUbCW+buCTk7MZleQU9vNf0rl8Ddw6CaJbX3yr3BG/i+iKNS0ziY5CXvsDEbMyu9rL5awyyJnFnLcsqPxC6475MZpk8iXVbIllUxJYVOrl58cXyCaq9Bee3/KisZMusR1m1sbjj80mWZPTwC5pjtNFaqE3DZOzee5uG+lZns5FivGNSmF20a6qDQ870xR4b7DMxTKKg6bRFnRGnSum9p8HJvNMp0ssm88xWWDK5P7fE7ZJKB2mUxZxeuA+Wx5RRzyhoiXn56IspAtryD2Wzv8nJrLNqQl1lGqEeN2v4PD02byoCyd3WJvoaLiW4cYh+rOD8XqcxLjiTW8uMF0b5FFgfFE8ayI8ePDCURB4OpNEWvb9k5T1/2dQzMMRNz4nGY6nqZDtqzgcch8+elJPA6Z113c82tBig3DoKzo5MoK2bJCoaJRrGqUFJVi1fy9WFEpKTqlqkqlRoCrqs5zBSWKgimDkUQBWRKQRQFJFJGX3bdJAqIgIIkCkiAiCFj3BYHadjM5UazdFwUBUTTvi0Ltfm1ffZwoCNb/AS82nLPG+Pbbb+fb3/42L33pS8/nfJpoookmXhCmkkW6g65V9ZrPhXoYx7XLSNpyHJ3J4HXIVrpdVdWZSBR59UVd1ph8xWwoG9jdSBhLVY25bNmKAj46kyHitdPmc9Dqc5AsVlE0nclEEYcs4bVL+H/6Rzi0JRKEV32CWdpQtBwDETdep418Oc/mNi8zqRLJQpXtXSYhH4sX6Qu5LTLVFXBRUjRSRaWxCc7bxomB3+Si0X8HQJh8kmsiBzilXUVF1ZnPlukKmq4Llw60MBItMJMqEXDaGF7FVaHN58DnlInnqwiC+b7s6PTjtIkMR/PWl+JorGDKSpYk/s1lSsxny9xx4eLrmSxUifhM2UGr7+xS7xyyaBHdgMuOqpsNeV6HjKrpfOnpCeYyJc4s5LFJAoqmN3xu+iMeJFFkR5efHx+fZ3unb4XXrc9po6Ro+Jw2kjVNuWGs1Ev3tLiwSQIzqRI7Ohulhts7fTw2bDZFRpYRy3rARVfAiWGYvr5tvrMjFPmKSti79mvlspuOHc+lXVY1nZlUyZK1LIdNEulucTGZLLB3lUbTpSgrGk+MxLlmU2SFBOIVezoZjuW579Asb728z9KtJ/IVfnJigViuwntv3PQrI50wDDN5MJGvkihUiOerpApmEE62pJItKzWnFBOCAG6baRHossumXaBDJuIz30eHbF6o2mURu2TeOpbdt0km+W3a062NcybGb3rTm7jrrrt417vexWtf+1o6OztXXMFdfPHFL3iCTTTRRBPPB5PJ4lkFCKyGVFEhX1kZxrEUubLCdKrEYMRtLStPJguousGm1sXHHY8XEARWREGPxU0iuKHVY6alJUtcsTGMIAi0+hwm+SlUmUgUEQR4SfnHOCYeXDy++w4Gd9zO+JkYXodEq9eBXRIsfWemVMUmi9hq4Uvj8QJ7ehZlDh0BJ4JgWsEtd4dI7vkfFKa+gUcxrcUuHf8MTwzuRRQMvn1gGodNQhIF7JJZSTowkWaw1cPR6QxlRWsgLDZJpDvoYiZd4qK+IBOJIru6A2xq83JmIWdVC4djpqxkqaXYock0LW4bA7UKpWEYpIoK9e/ysOe5q5KFimpVi2HR9zhdrOJ1yJyazzGTLvEHN23mD79+EMMwifFSwtDpd+KQRfpDbmbTJYuwLf2u8zokKqpOh1Minq9QUXQCLhuBZVKcur5733iyofkOTA250yZyej5HZFPjcysrpv63LjlI5M+eGJeqq8dBL0XIY3tOr+DZdBlVN9aVsPS0uKwwmPVgSmngqo2RFfucNonXXdzD5x4f4wdH57htZweSAPcdmiVRqPKbVw48Z2X7xYp8RWU+U2YhW2audhvLmbIvMNMNQx47IY+ddr+TzW02fE4Zv8uG32n+7rZLvxaV8l82zpkYv+xlLwPg7rvv5gtf+ELDvvpSlab94qIcm2iiiSaWo6xoRHOVBmeI54OJROE5gz0mEkXyZYULasEZYEorWr32BjI0njB9ipdbxo3FC5a++PhshlxFYW+/ea6I14EgmC4Q89kStnKCS8b/n3Vs1hYhe8NHrfP3hz0IgoBumA1k08kis+kyYbedhWwFh00iUahasg0wyUfEY2c2XWJXd6MuuL21lQdbf4NXzv4zAP7kEXyuJzio7GAiUeSOC7vRdINjMxnihQpDUZPgPllJMJcpNzwOmPHWI7ECAZeNyaQp0djS7uN7h2dNXa8ocGouywVLrMp03eDQdJqL+1osEpAtqai6qU2URYGA67mb74pVraGZr35MuqjQ02I6R/S0uOgIOPHYZXQMqqrOUtohigK9ITdzmTKvvbiH/3hsjCPTmcb5GuZPyG02imVLKt3B1Ylrh99JuqjgX1Z1lkSBLe0+Ts5lG+QFYEopZFHA67ThdUgknkcDXrGqPadlYUvNVm89TCaLeOwS4XW8o7uCLp4eTa4r9ShUVB4dinPVxvCa89rU5uXOS3r5xv4pjs5kODGXJeiy8b6XbmVrx7ld8P5Xo1hVmUqWmEgUmE6Zqx/1YBe3XaIz4KQ/7OaS/hbCXgetXgd+19ruIU381+KcifHnPve55pvYRBNNvKgwmTTdHs6mOWut47uCrhV+qktxZiFX685f/JIejubZ2NbYODUeL6ywaQMYjeUtAnlwMoVdEq3GNZsk0uK2cXIuR0nReWvs37Epi6li9/b8b17f14NhGIzHi9y8vY1koYpumMvi+ydSpIoKG1o9zGZKGBiIAisaEbuCLmZXcVroCDj5RugObkt+CalsVo2vXfgSJ/v/gd4WN2/Ya2o708Uq7/3yASYSRbZ1VFA1o+F51bG5zcv3DpsetiOxPIqms6XNh6KZThl+p41UUWF7x6K0YDReIFtSuWgJ+azHAiuaQchjP6tl4HxFbfA6tkkiXodEpmTqjE8v5LhyQ5hSVcPrlJFFEVVXUNRGcWZ/yM2ByRRvvLSXywdDfPfwLIOtHovc5mvpcnU7tUS+yo6u1V2ZWtw2isvmVce2Dh/ffHZ6ReW9rCyS23CtmfJsoOsGJUVrqJrXkS0rPDuR4qqNYUJu+6pOIUsxkSzQF15fd98ddKHqBtFcZUXKYx0/OTGPLAmWjeBauKA3SG/IzYGJFIWKysZW74qLuBcT8hWVkWie4WieiUSBWO3iJeK109vi5ppNEToCTjoCTnzr2Oc18eLAORPjd7zjHedxGk000UQTLxxj8QIRr32FDvRsMZkoNmhdV8OR6TQ+h2yR3mJVZTZT5oYlzVZlRWM2U15BAFboi6czhL2OBieLVq+D4YU8m4qHuDR9v7V9KHIzpf6b8Tpk5jNmkt1AxMOZhRwBl40Wl439EykiXgcbWz3MZ8qUFY2uoGuFJrMz6OKJ4fiK5xb22BHtbma3vZ3eQ2aleq96iBt8MxypbrBcB4JuO6/ba1ZQHx9JYJMFjs9muHlZpb6rxYUsiZSrGppuyjf6wx7a/Q7OLOTwOGS8DsnyggY4PJWmO+hc9FkGkoUKsihQqKhEznIpvVhRVzgyBGshHzPpErmyytYOH4lCBZdNIuCSieXKlNXGlc6BiJsHTkXJlBRu3dXBSCzPN/ZN8a6rBxFFgURBwVOLho5lKySL1TUbP71OGc0wXTCWY2uHDwMYWshbrgxAA1Fu9zvOOpCj/jxWI8b3HZrlxGyWE7NZLuwNkChUVzRj1mEYBhOJ4rq+3mB+bm2SwGy6tCoxfmYsyTNjKd50ae9ZaYRDHjsv2dFOUdGYSa1tl/fLgGEYTCVLHJ/NMBTNM5cpIwrQ0+JmZ3eAvpCb3pB7zcTBJl7cOGcf45tuuolTp06tuu/MmTPcdNNN5zypJppooolzwURNXnAuKCsmaR1Y5/hSVWM0XqS7xWUtzY/GTF3lUnuueuV6ecW4ri8ejHhQNZ2RWIHtnb4GQtLqczKVyPK6+X+ytlVEF9/r+H3LumwsbkZPd/qdDC3k2Nzupa32+9YOX82SrcxYvLDq8+kOOsmWVXLlxsALQRDoDDg50P56quJilfmCibuRRRiJLWpIt7T72NTmpaJolKoaw9GV+tJOvwuPQ2I6XcLrkCw/5K3tPs7M5zg6nWF7p996/ken03xt3+QKKUuyoNTCHhQiZxEFDVipd0sRcNlIl6pMJUvm6xdwkixUEUWBdp8D3YBipZEY97S4EQTzs+W0Sdx5aS/jiQIPnTHjoheyZVo8NmRRZCZdQjcMOgKrE2OnLCEIrBqf7LbL9IfcnJzPNmwvKRouixg7mc9UzsovuFDRmMuU+OozUzy4JNp6OJrjxGyW2y/oZCZdIltSqai65X6xHOmiQq6sPufflSgKdASclufzcDTPl56a4AtPjPOJB4f59sEZbt7W1iBDORuYXsZnVyX/RcJcpSnwvcOz/O39p/i3h0c4PptlMOLhbVf08+ev3MF7btjIy3Z2sL3T3yTF/41xzsT4oYceIpvNrrovl8vx8MMPn/OkmmiiiSaeL1RNZypZshq2ni/MgIKVZLZhTLJArqQ0LOsOR/N0B10NmsnRWJ6I175CSzoWN3XHHofMVLJEtqxwYW9jF3/YY2dP7Pt0VsasbQ93vJOYGLE0lqa+2I2BSVY3tXnpCjqJ5atsbPXQGXCRyFeYSZWs2Oml6AyYxLMh6KO+L+jiwQmF/ZFXWdu2ph5m0J5hNLa45D4Q8eC2y+ztD5EpKYzF8+jLPKL8LpmQ2246hbS4majpjDe3+5hMFhmPF6wo5NFYnk8+NEKhovHUSLLBKSFVqNLitpHIV86+YlxVcTsaK5NBt41MSWE+W6Ir6EQQBBKFKkGXjbDXYboEVNWGY5w2iU6/0yL1PS1ubtvVyc9ORhmO5olmy0S85rlyFRVVM9bU4hYVDZ9DJrlGNPW2Tj9n5nMNr2OpquG0mV/V7X4nJUUjW1ZXPX4pppJFppMlvA6Zn9cq3gDHZ7NEvHa6Ai56W1wWkV3LmWIiWTR192vII5aiO+hiNl3m6HSGzz0+RqlqkvruoIu7rhnk5u1tz3mO5Whx28lXNCrqf33PUj3N8r5DM/ztj07xqUdGGYrm2dvXwh/cvIk/eukWbr+gix1d/l8Zp4wmXoCUYj3Mzc3hdp/bl1MTTTTRxLlgJl1C1Y11ie16GIvnafU51q30jETzaIbRYLc1HG1c+gaTrC4PeKg/Rl2q8exEElEQuLgv2DBGUgv8RvnL1v2Mq4+n2+7E75DpDDitytUVG8NMJotUVJ0t7T4eH4qjaQYBl41Wn5NsWUGWxBW6XzBDL8zo6NKKhia3TeLEXBbbDe+G734dDB0JjYui3+ZH/Ja15O51mGEm3UEnjw7HmE6VWMiW6VxCoARBYEOrl6fHkvgcMqfmTf/kgbCbTEnB77JZ83tsOI4gwB0XdpEqVnl6NMFtNV/fZLFK0G2jug7pXI5CZWXFOOiyc7RoRmfXddfJfJWQx46i6VY1V9H0Bp15f8TTkEx3Ve21//JTE+QrKu1+B2BQqmp0BZxrNp/lyiotHpsV4rIc2zt83H9snqlU0arQlpdVjAGi2fJzNiA+fCaG0y5x1zWDfOKhYR4divHKPV08PZpkKlkknq8ScMkUqxoGBslClZ6Wld/bdd398pCa1dAVdLF/PMVPjs9xQU+AN17S+4L1tHW7uVRBoSPwiyefhmEwnihyZDrN8dksubJKm8/BpQMhdvcEXrTeu02cPzwvYnzfffdx3333Wfc/+tGP0tq6TENXKvHQQw9x0UUXnZ8ZNtFEE02cBcYTRbyO9Tvn18NYvMhgZP0L+iPTGXPJu0ZaUoUqiUK1gQTXAyuu3dzoLrBci3x4Ok3Ya19hPxU+/CnCRsq6/8OO91DURS7rMCUXiXyFbFllMOzh9EKOkMcMQtANA0kSiOfM+VRVHb/LtmYlqzvoXDXK+eRcBrss0ju4FbbcBqd/AMDWmXv5lvctxHIVS/87GPEwky5xw5Y2vr5vksdH4rx+b2/D+Ta2enh0KIYkmklsyUIVv8tGVdVx2Uz7qUxJ4cRsFgGBPT0BKorOo0Nxbt7ejl0WTW1z7X09m4qxqpkpX8v1tUG3jWxJoVBVubwW1mH6I9spVFREQSBXUihWNALuRSI4EHbz9GiCiqrhkM05v35vDx9/4AzPjCd5TUcXxYqGouk41qkc5soKYY+D6BrEuNXnIOSxcWo+t4QY65Zm3uuQ8Tll5rNlNq9jSVisqpyaz9IdcOJzyuzta+HwdJqrN0U4OJXmpTvaeMn2Du5+Yoxs2fQ6Tq1RxZ58HvKkrqCLWK5CvqLytqsGzkuTWd1mL1morilROR/IFBWeGIlzaDpNtmSS4csHQ+zuDjTo3Zv41cfzIsYnTpzgnnvuAcxKwM9//nNEsfEq0uFwsHv3bj7+8Y+fv1k20UQTTTwHJhKmC8S5fBlXVZ3pVJErNqweYFAfcyaap91nJ1KrYo3EzGCIpS4Yiz7FjRXjuhZ5Q6sHwzAYiubZsURfC0A+St/pz1p3y12X86zrKtSqztZ2s0o9Xkuy62lx8YOjc2xu86EbEC9U8TlkzkRzXLExjKYbONep8nUFXRyYTDVsm0mXmE6V6Qu5mc9V6Ljsf1jE2K0kuSj/CMOx/gZivG88yW9fO8g3n53inv1TK4hxZy0UpG47Np4oYhgGXqeMgXkhcWgqTUXV8TlldnYFEAT4yYkFRmJ5NrR6LKsrhyyum+RWR6EWirG8+h9w2SgrGoIqWJXtRKHKlg4fE4kidlkkX1HJVZQG672eFje6AXPpsrUiYZNEbtjSxs9Pxjg+k6PFY46X1vn85coqbX4HiXwFTTdWhNAIglBLwcvxslpUbmmZS0Wbz8F8Zv0GvJNzWTTdsJwkNrR6efB0jG89O42m67zl8n7a/U6u3hTm7icmCLpsq+p4K6rG3CpNpGuhvRZQsyvoP2uv5eeCQ5ZqQTG/GJ1xpqjw05MLHJxM4a1dRFzQG2xWhn+N8bw0xh/4wAfI5XLkcjkMw+DBBx+07td/4vE4Dz74IHv27PlFzbmJJppoogF1+7L1GufWw2SyiG6Ysb1rYSpVJFussqsnYJHZ4Wie/rCnYdl9NFag3b9SkjESM7XIbrtZ8Uvkq1y4TEZhPP5xZG2R9JzY9b+oaDpeh8TGNvO5jcWL9IZclFWdmXSJze1eJhIFBATCXjujsYJpSQbrxsJ2BlwkC4qVrAbw81NRelpcbG33MZcuwYYbILzZ2n9N6l6L4IOpM9YNUHSD7qCLU/O5FQSmw+/EZZMYixXpaXExGsvzyJkYV2+KIIkCwzWbK0kU6A97CNQCDTr8TkZjBUv7qummjOJsLnyKNZ3wco1xwG2jWDUru20+B4qmky0rhD12VM3AZZMoKRqFSqOGt8Vtw2OXmF7mjpCvqFw2GEIUYd94EkXTMVj7Rc+VFToDLnQDEms0lO3o9NU+H+b+pXZtgBWash6Oz2Zp8znxOUyy3hdyI4nw+FCc/rDbIn237OjAKUtEc2WShZUV4+lUCd1YGVKzFiRRQNV0K/jmfKHV61hTfnKuUDSdn59a4B9/epqxeJ7XXNTNn7x0Ky/d2dEkxb/mOOfmO13Xueyyy87nXJpoookmzgnRXIWSop2zf/FEokCLe2Va2VKMxvIousHOTlNPbBgGI7E8m5b5F5tVzpUEeySaZ+MSfTHA5UsjdnMLsO8/rLunW67nKJsQENjY5sUhS9Y8NkS8DEfzCJhuGKfmc3T4HfS0uJhKFRmJ5qzY4/IabgN154c6yZrLlDgxm+Wm7W101smXIMBl/8M6pj1zhOLEAas5LOAyZRyjsQI3bmujqhp86uGRhsfpCDjxOmUmkgV6Wlw8PpwgWazy8t2dDITdHJ1OMx7PU6yo7Fzi/7uxzcNILE+iFildVrSzbrwr1JwllmuMfQ6ZiqbjtEnYJJFUoYphmNZgVdW8AFFUY0UjmiCYFfrpVLFhezRboT/s5q2X91NRdRayZTLFtcMycuXF8I+1iN5gxIvbLnFkJgM0ulKAqY2O5iprvq9lRWNoIU+rz24Rarss0u5zMpYosHWJZ7TPaWN3T4DZdJnkKhXZyURx1RS/tTCXKZ+VFvn5os3vIHaeKsaGYXB0OsM//vQMj5yJc8O2Nv7wJVu4ZCC0pja8iV8vnPOn4KmnnuIb3/jGqvu+8Y1v8PTTT5/zpJpoookmng/q9mVdgefunF/r+Odq2js6k8Fpk6xx89ky+YpmkV0wK5VzmXLDNjCXa2P5qkWiD05mCHvsjdrFJ/4ZQV2sBD7U+Q7G4nkqqmY1yCULVSvA48xCjv6wG6dN4tRclm2dfgYiHnIllSPTGbZ2+BBFcdUgDzBJrd8lW2Tv56eidAac7Oj00xVwMZ8pm7ZgF7wZ7ItE/6L5e5jLLla1+8JuJpNFLhlowW2XeOh0jKPTaWu/TTIjlQsVDQFzmf+CniARr4MdnQEOTKaJ58yUvqVuHxsiXuYyZWbSJfxOW4PO+LlQrKoIAg2EEkyCKyJgk8yqcz3xLeSxU1Y1fC5Tq11P6VuKnhY3U8uI8UK2TJvPSU/IRX/YgyyJHJhMc2AitcJSTdcNchWVkMdBwGVbU2csiQK7uwMcmcpgGAYVVbdcKcB8vQ2DFSS9jjMLOXTDDEJZGiQiiQL5isqeZUEZ129ppVTVGFnFVWSi5n5ythiO5gm5Tb322VjKnS1afQ6i2bOzqVsPk4kin310jK88M8lgxMP/d8sWbtzatm6gTxNrwzAMNN1AqV2AF6sq+YpKpqSQLlZJ5CvEcpVaDHaJ6VSRyYTpRjMay6/phPLLxjmvd3zwgx/k6quv5o1vfOOKfSdOnOAzn/kMP/3pT1/Q5JpoookmzgYTiQK9IfdZJaIth6rpTCaL3H5B17pjTs7liHgcVnjDSLSA2y41kPHRWAFBWCnJGI7lkUWBvtqS9Jl503vYkgUsqxafDFzPcW0QJVvBaZPYVqvyjdbO09Pi4mv7prhyY5hYrkIsX+XVHT50XednJxY4PpflJdvaKFY1plOlVSvYYJK96VSJZKHK8dksd9ZcBDqDTgpV0xYs4PLDBW+Cfab2+cL0T9k3NU130JRY9Ifc/OjYPK/Y04nPKSMK8B+PjfF7N222LgQ2tXl5djLFA6ei2GWRgVqT4/ZOH595tEKpqnJNV4DQEuJbd6s4s5Aj6LYxlSye9RJ3oaLhtkmrfh50DKRab0yyUMVjN72FFc2g1WtnOGqmFi5Hb8gM+ihUVDwOGV03iOUrXLkxjM9hQ9MNNrZ6KFV1vrpvkoNTae64oMtqrixUVQwDfE7TzWM9acCengBPjyWZrFkILiX4fqeNFreNiUSRTW0rG/Dq3rq6QUMkdq6igMGK8JFLBlrwOGVmUiUyJdMvGmohFqkSN207e4u1iWSRrZ0+5jMVUkWl4f18IWjzOSgpGvmK+rzDe3Td4MRclseG40wkivSF3Lzn+o30nePq0osZqmb6UVdUnWr9RzNvK6pGVTWoajoVRUPRDFRdR9Vq5FbXayTXQNP12q2Bqhuomm79rtV/DIMXeu1z49ZWXlrT0r+YcM7E+MiRI/zRH/3Rqvsuv/xyPvnJT57zpJpoookmng/G4kUuHWh57oGrYDZdRtGMdfXJs+kyqUKVm7e1WWRrOJpjQ6ungXyNxPJ0BZwNmlAwZRR9IXfNYaHCfLbMay/uXhzwxD/Dkmrx1J7fJzepUlJULhsIWQRjNGZW8OL5KrmyyuY2L6fnc7hsEv1hD+mSgqYbzKXLbGr3MZ+trKtH7Wlx8dRogqdHE/icslWx7ax1/89lSqYt2KW/ZRFjm1FFOvZ12P1nAPSHPVRUHV03q5Q2UcAui3z+8TGu3RxhZ1eAqqozly7hsolctznCdKrEpQNmxLEgQLqksHtZJdNll4h4TQ/kbR1mg+HZuhIUVkm9q0PTzZhsMCvGIa/dau7r8DuRRYGpVZLW6tKT6ZRpcZcsVlE0g3a/E6dNtHTL7X6J2/d0sm88xf/72Rl2dPq5cmMYR01i4HPaaPU5Vq1K1zEQ9uB3yTxba45c7izSF3JbvspLoWg6p+fNxr0Dk6mGBrh4roIsiSsuFtx2mcGImyNTGeYyZYsYx/IVilWNvtDZE8i5dIkLegMsZCvMpkvnjRi3+hblJ2dLjCuqxoGJNI8Px0kUqmzv9PHb121g4DmirV9MMAyDfEUlW1bJlhTzp6xSqKgUq2aFtlTVKNZCdirqykTFOmySgEMWscsiNsn8sUsikiggSwKyKOKURTz2xfvmrYAsiciiYI4VBURRQBIEREFAFEEUzH2isPR3AUEwVyokQUCobZcEAaF2jP1FWqk/Z2JcKBSQ5dUPF0WRXC53zpNqookmmjhbpItVMiXlnBPvxhIFfE7ZcppYDcPRHGVFs/yKVU1nPFHk1l2N1Y7RWMFKp6ujrkW+YoMZqfvUaBIDrPvLq8WHvdfSt+NyisPHqaga22ueyYZhMBLPc/lgiKFoHq/DDE64/9g8W9q9SKJAu9+JgdkU1hdy0x10cWgqvebz6m1xc39hnseG49y8vc1ySXDbZYJuG3OZslmtbtuO0n05thlTIrdh4h407YNIkkibz4FDFplMlugLuZlNl/DYZW7Y1sojZ+I8fCZOrqzgkCUGwh529wQ4Mbf4/aBppv/v9q6V1c+u2vy3dfgRBc7ew7iq4nWstE2rN+XVFQPJfIWwx062Fn4R8Tpw2qRVq7leh0zIY2M6VWRrh49o1hzT6nOYRMswSa+i6bgdMr9/0yaOzGR4ciTBZx8ds5xPTs1nwTBYqElVViNpoiiwpzvIvvEkhmGsIMab2rzcd2i2IS4aTJlKVdPZ2e3nseGY1XxYqmokCwoOm9jQbFnHnu4gh6cy7BtPsqOm855MFLFJgnWR9FwoVTVSRYW+kIeIJ8tsutQgjXkh8DtlHLJINFdZc/WjDk03eGYsyQMnF6hqOhf1BfnNTf3nzSXjfKOsaMTzFZI168dEvkqyUCFZUMiVlYYGWqdNxO+04XXIuOwSYa8dl03CZZfx2CWcNjOa3GGTsEsmCXbIJgE+l9W054JRqxrrxmIFWa/JK3TDrNbrhvl7XRa0dLvfacMun5+Lp/OJcybGg4ODPPjgg7zsZS9bse/BBx+kv7//BU3sVwWxWIx3vOMdPPTQQ3R3d/OJT3yCW2655Zc9rSaa+JXBaLyAJEJv6Bz1xbE8A+H1bd4OTqVxO2Q21qQB9WCNzUsa73JlhWiuwstroRR1xHKm73Dd6/jZiSRhj32x+vn0vzVUix/pfCe/FXZTqmqohmHpixOFKtmSyoaIl5+dXGBTm5eyojMWL/CGS0yLtFavo/bFZAZUdLe4eOBU1Ewgs68kij0tLpKFCjZZ5NKBRqu6roCTuSXJePJl74Jvm8S4tTzO/PGH6NhzE6Io0BdyM5Ussrndy1A0R1nVCHsc/OnLtxMvVJAEgT/9zjGiuSrdQbdFlus2bg6btCKKGcxAi3jN2izidZx1c1Sxqq3qjJDIV7HLIlVNxzDMJrvdLUGyZRVRgBavHYdNJLVGA11degKwkCsTdC/6ROuAXRbwOswIY1EUuLA3yIW9QRayZb57aIaJRIEHTkaJ5yucmsvxd/efZkOrh+4WFwNhD50Bp/U53NMT4IfH5hAFYcV7t63Tz70HZxiO5hvI56GpNJtavfidNkpVHXdtbtOpImVVp9PvXFXb3BNy43XIHJhM8farBgAzCbI76Drr13yu5ondFXDRFXStqW0/FwiCedG3kF3bps4wDE7O5bj/2BzJYpUrN0S4fmvriyqaOVtWmEwUmc+Ymtv57KIbiCBA0GUj5DG9zbd2+GsOLTJ+lw2fU7YacJfDMEwJRKmqUdE0qqpOrqxYMgpTStEorWiQSVhaYfP/DlU30LTafl1H07G2GwY14mus63pzNviVk1K86U1v4mMf+xhbt27lne98p7X97rvv5p/+6Z/4wAc+cF4m+N8d733ve+no6CAWi/Gzn/2MN77xjQwPDxMOh3/ZU2uiiV8J1GUKa31prAddN1OuXrqzfc0xiqZzci5Lm29RXzwUzZvBGt5Fl4TRWAFRYEWz0nAsj0MW6aktxZ+ez7G1FtZBJQf7P2eNPeK9Grn7QnJllaqm45RFqxI+GitglwRafXbGEwVee3EPQ9EcBrCl3STdNklAQMAwzApeV7DuPLG6HtUhi+QqKlsCvhVL1J0BF4eXNNEJO15N5fv/C4diuiUY+z8Pe24CzKX9g1MpLhsMce+BWUJuO4em0uzqDliVuoGQm2OzWWTJXGIdjxexywKFqsrWdi+Hp9MrqoEeu0RVNciWqnQGz35Jv1BRrcS0pYjnKzhlEREoVjRLB5stKXidMgGXHacsWfHJy9HT4uKRMzEMwyCWrdBW0w8btYsRAYGQx04830is2/1ONrX5yJZV3nfLFsYTBf7mh6do8zvMcJO5LGVFp8VtY09PgKs3RehpceF3yozFiyv8qL0OmYGwm+OzGYsY5ysqp+dzvG5vD7pumG4WNUI9lSoiCdAZclsEdinafA58TpmJRIFYrkKrz8F4ovC8Kr5zmTIeu4TfJdMZdPH4cPysjz0bdAWdq0aYg0n8f3h0jrF4kd3dAd5+1UDD3+YvC/F8haGFPJPJAhOJIqmigiBAxGOnPeDk4r4WOgJO2nxOWty2houQuowiU1KIZs3zZMsKxapKoWJKJ4pVjaKiUqxoqGuwVEGgoXpcl1HYpEVphLSKjMLaJwlLZBQikmheqEg1qYRYk1TUpRRC/UEt20KBpcVqAXOfgWmD+GLEORPj97///Tz00EPcdddd/N7v/R5dXV3Mzs5SLpe54YYbmsQYyOfzfOc732F0dBS3280dd9zBBRdcwH333ce73vWuX/b0mmjivz1MmUKBS/rPTV88ky5RUfV1/Ysnk0VShSq37upo8C/evIxojsTy9LS4Vyx7j0TzlhbZ7NCu8Lq9PebOA1+EcsYa+9OWN7Ez4mEsXkDTDfwumyVvGI3l6Qt7mEyW0HTY3OblR0fnGQi7repoPF/FIYsYmBW8Da3emvNEaVViPJ0qYRjgd638KugIOPn56ericr3NSWzDa+k5/XkAWqfuh2IS3CH6w2Zj2sZWD4IAsixwej7XsNQ/2Orh8EyGWK5Cd9DFaM1xA+Dm7e0cm8ly+x69gRzYaoRwIVfhwr6zf4+LVY3eVSrG6aJCq89JRdWZThdRa97I85kyfqdZlXPZROYzGqqmr6iW9rS4yVc00kWFhWzZWkEoVrXaF74ZYTy3SgBHtqzgc8oIgsBA2ENPi5utHT6u2hjBMAymUyWOz2Y4MJnmiZEEV2wIsyHi4eBkGlU3WH7dt7s7yI+OzZEpmmEkD5+O4bZL7OzyU6pZudU/FzOpErJkXpytVnVt89WcMrIVDkwkuWJjhHi+usJdZT3MpEtWmEt30EmurJIrK8+7WW4tdAZcHJxMo+uGJQuI5yv8/GSUg1Np+kJu3n39hnOWVJ0PaLrBeKLAqbkcp+ezxGp/j30hN3v7W+gPu1f8H1FfaRqN5UkUqsTzFeK5CsliFW2JZNhlMy86vA4Zt12m1efAbZdw201Zhdsu4ZRFBEHAwKzsGgaotUa6enV4adOdsuS+UrtfVAw0TUerSR7q1eT674vbFmUT9QpyXUJxtviVqxjb7XZ++tOf8pWvfIUf/ehHxONxLrvsMm677Tbe/OY3I0nnlmn+85//nC996Us88cQTTE1NEQwGueSSS/jQhz7E3r17z3W6Z4VcLsdHP/pRDh06xMGDB4nH4/zFX/wFH/7wh1eMzefz/Nmf/Rnf+MY3SCaTbNu2jfe///286U1vssYMDQ3h9Xrp6emxtu3evZvjx4//Qp9HE038uiBRMPXFG9vW1x2uhZGYqdVt969dXRpayKNoBru6g4CpU51Jl7h+SRpYPcnu4mXkTdcNRuMFXrLdrEg/NZLAAK7ZFAFNhacWm5THXTsZde7i9lYPT48mkEUBp02irGg4ZJHReIErN4YZiubpDDjx2GVOL+Qa5jEUzdHitpEpqcxnymxo9dKzTiDEgckUXUEXhYq2Qu/aFXRhGKYlWZ1sCJe8A2rEWDaqVJ79Mo5rf5/ekNtsoiuqhD12ciUVzTAalvq7g26o2YxtbPVwfDZLolClzefg+i2t7BtPMRIrWNIRoCYBMbWlzycOuFBVV3gYA2RKCu0+B5OpktX8FvbayZYVc8m6pmXVDYPxeIFNy2KXu4JOBMGswMbyFa7aZK78JQtV7LKApuuEPQ6Oz2ZXPHauvOioIAgCrUucKQRBoDfkpjfk5ubt7Tw9muTB01HmsyU0w+DQVHpRk17DJQMtPDIU4/7jc1y1McJTowlu29WBQ5bIlszz1iOxzSqxQX/IzTPjKYpVtUFq0uZ34rbLOGwKT40lafM5EQXTieNsEc2WGaxdYHbWnFpm02W2dpwvYuy0vKLTJYX940lOzucIue285bI+dnX7fylNdfmKypmFHKfmcpxZyFFRdVp9DrZ1+nl1h4/+sMe6uM2VFYajeWbSJebSJWYz5YZUx4jXTtjrYHdPkFCtgmxWYM2Vq3xFo1hRa44xCrOZktV0V1E0qtrarLReOa4309kkAVut+c4u1RrtJBGbKOCQZaR6FbjWMCctbbKzti1Wixv2L7kVhZpN4pLbemPe+bpoOt94QeIbSZJ429vextve9rbzNR/+7d/+jUQiwf/8n/+THTt2EIvF+Id/+AeuuOIKfvzjH3PTTTedt8dajkQiwac//WkuuOACXv3qV/PZz352zbGvfe1r2bdvH3/7t3/Lli1b+MpXvsKb3/xmdF3nLW95C2CSZ7/f33Cc3+8nHj+/S0xNNPHritFYAZsk0NtybvrikViBja3e9fXFkylTX1yrno1ETSuvjUuW/eP5Kumi0qA5BrOKVlZ0y7Zs/2SSdp/D7LI/+k3ITFlj7w+8Ab9Lpi/k4lMPp2nx2K0qntMmkiurbIx4uefZKXZ2+ZlKFSlWtYZmv+Foni0dfvZPJC2NZ3eLi/3jjdHPYH7RHp7KcPWmCM9OpIjnq5a1GJjLnA5ZZDa9SIzbNuxhzHMhg4VDABj7PwfX/B5Om0S7z8lk0rTDmkqV2Nvfwom5rEWMu4JObJLASCzPZYN9PHQ6xun5HJcNhgh7HfSF3ByeSjcQ40Qt5rpU1c7ao9owDIoVbUXqHZjEOOx1EMtXmU6WcMgiXodMrqzQ7nfic9rwOGwYwKmF3Api7JAlWr0OTs3nUDTDkomkiwo2SUKpOXPkyioVVWuQ9+TKaoMOPuJdKbkA0/f5ms0RdvcE+Kvvn6BU0fjuoVkuHww1fE5tksgrdnfy1WcmOTSVYUPEw6WDpk683mDnsklUVI2FbBW7JDEY8fDMeIpotsJAZPHr3+uQCXvtpGvL9k+OJehpOXt5kmEYxHIVLq+Rd49DJuCyMZspNbyf5wrzOZQZjub46A9OEHDZ6Q+7ectlfezo9P9CGsvWQ7Gqcngqw+HpNJPJIqJgBrPcsqOdrR0+Il4HhmGQKFQ5NJViLF5kIlEgXgurafU66Ao6uWIwhNMmmQ2zZYVUUSFdUphMFsmWGhvvbJKAx2E22Zm3MiGP3Wy2kyWcNhGHLOGQa7c2EacsYa85USyPH29ibbxgVfqpU6d4+OGHicfj3HXXXXR0dDA7O0tLSwsu1/P/svrEJz5BW1ujb+Ktt97Kpk2b+Ou//us1iXE2m+Xxxx/ntttuW3X/97//fW688UY8nrWXWfr7+0mlUgiCQDweX5MY//CHP7Sq5W9+85sBuPHGG5mYmOBP/uRPuPPOO5EkCa/XSzbbWDnIZrN4vedW3WqiiSYaMVJrnDuXxCpF05lIFLhjHf/isqJxZiFHR8BhkcahaI7eFndDQ9TQQg6HLK6osJ1ZyOF3yZYW9fRcjp3dAXON84l/tsbl3b0c817DrrCHQkVjJl1iV1eAqqYTzZl2cg5ZxGWXiOerbGrzcXIuS8hjs+alajqjsQKXDLRwfCbDSM2Ltzvo5qfFRf/dOk7OZSmrGjdua+XQVIqpVLGBGAuCQFfQyXx2sdpsk0RG+t7A4MlDADgzozDxOAxcQ38t6GNrh497D8zw1st6eXQ4YS19dwVdeBwy06kyrT4HZVUjlqtwcS0W+4LeAD85vtAgv0jmK7jsMpmSQvAs9YgV1WwSWq3pKltSaPebsoG5bJmI14yYzpZUNreZ3f5eh4QAjEbzq56/u8XF0IK5r6220pAqVmlx26iqhiVLSRaqVuUUqMkKFgslEa+DsVX8kusIuGxcvTlCqljlmfEkPzo2v6Kxc1d3gP/vli2mA0RXwCKIRWUxEjuarVBRTb3xQNhjuTssD7TpDrqYTBTxOWWeGU3ypsv61pzbcqSLClXNsD7n5vmcL7gBzzBMh4kfH1+gopoNlds7/fzmlQOmjeB/IepWeAcnU5yazyGJAjs6/VxzWR+b2rw4bRLFqspItMAjZ2IMRfOkiwqyKNAbcrG5zcuubgnDMIjmKkwkihyezmAYWI4rEZ+DzoCT7Z1m4139x+uQfyGJgk2sjnN+pTVN46677mLnzp285z3v4UMf+hCzs7MA/M7v/A5/8zd/c07nXU6KAbxeLzt27GBqamqVI0x89rOf5ZWvfCVf+MIXVuz71Kc+xR133MF//ud/rvvYQs1r77nw7W9/G6/Xyxve8IaG7e985zuZnZ21Uv82b95MPp9nenraGnPs2DF27ty57vk//OEPIwgCu3btes65NNHErysMw2A0lj9nGcVEooiiGQ2V3+UYTxTIlBQu7Ama2r2aPGB5DPRQ1JzH8qrMUE2LLAgCs+kSsXzV9FsefwzmDlvjHm+9ExWRzW1m1HO2pHDFxjBtPgcL2Qqj8TwDYTejsTx2SWAg7ObUfI7tnYvLx1MpUy+9t78Ft0NmMlFE140V0c91PDuRYkubl7DHQWfAZbktLEVnwLWi4UndejslebEpy9hvSit6Q25mUiV2dPqpqLrpNFHVGE+Y5M9pk+gNuSlWVaLZihksYBjmhQJwQU8QTTc4OrOouU4WTI3m8yl2FSo1UriKC0empOB32Qi6bUSzZcK1yl62rOB3yWbnv01GlkSm1yB1PUEX4/FCraJuPkaqWCVSa/aqp6glllSDDcOoSSkWyXrE6yBdUlC0tb1nq6rOVRtC7Oj08fnHx1a13ot4HezpCTZUTYtVDUk0l84XsmVUXcdjlwi4bQ0SjqVo9zuxyQJOu8BIPP+8yEHd6WKpJVpnwNXgavJ8YRgGPzg6x32HZ7l0oIUPvnw7t1/QhVOW/stIsWEYjMUL3Htgmr/+4Um+8swkVc3gdXt7+ODLt/Omy/roD7s5OJnmUw+P8Fc/OMlX900ynSrRFXByUW+QrR0+MiWFJ0eTPHQ6xpHpDLJousC85bI+/r+XbOYv79jJ+166ld+8coBXXdjN9VtaubA3yGDEQ8hjb5Li/2Kc86v9sY99jK985Sv8/d//PceOHWuIarztttu4//77z8sEATKZDAcOHFiXUL7vfe/jD//wD3nnO9/Jpz71KWv7xz/+cd797nfzgQ98gPe85z3nZT7Hjh1j+/btK3yc9+zZY+0Hk9C/6lWv4sMf/jClUonvf//7HDp0iDvuuGPd83/4wx/GMAzrPE000cRKRHMV8hWNDc8R5bwWRmJ5wh67FWiwGs7M59B0gx1dJnmL581I5qWSCbNSm2fLMrJcqmpMJouWY8Tjw3FEAa7aGG7QFuvOED9z3IJNFNjU5mX/RAqnzWyiavM7mc+UGI0V2NDq5Uw0z4ZWL9myykK20iCjGFrIEfLY6PA76Qw4yFcU4vkKXofpSTyzhPhmSoqpia41Lfa0uJhaJXCiK2haZC2NCu5pDbK/ZcnK3InvQiFBf9iNqhtEvHZEAaaSJVq9dk4u8SyuJ7JNJYvkyioC5rIymMvvO7v8PDOWNF8X3SBZrJoaSFkiW9NiPhcKNdu35RpjRdMpVDX8TpMYx/MmmS0rZuORz2nDY5eRRXDIAvOrNNCBWTHOlJWGinSqULV06hVFx++SG+JuS4rpGuBfQozDXjuGYR67FsqKhtdp539cuwG7LPLFJ8eZXCXYYzlKNbs6QRCYz5Zx2qRamIpAq9dBNLd6A15VM3h8KEmurPL5J8fP2lliIVs2GxeXXIx0t7hIFKqWd/TzxRMjCZ4YSXDnJb3ctrsTj0OmP2zGcmsv1CfsORDLVfjx8Xn+/sen+fQjo0ynSty4tY3/fes27rpmkO0dfo7NZPiPx8b4yPdP8LV9k8xny7S47XgdEnOZMifmcgxFc6iazkW9LbzjqgH+9BXb+V+3buMtl/dx47Y207XF7zynFa8XAwzDbOirqBplRaNQMRsuM0WFZK2RMJotW5HQM+kSU0kzFnoiUVj3s//LxDlLKe6++27+/M//nPe9731oWqP/5ODgIGNjYy94cnW8973vpVAo8Kd/+qfrjvuHf/gHnE4n7373uymXy5TLZd7//vfzkY98hD//8z8/b/NJJBJs2LBhxfZQKGTtr+OTn/wkb3/72wmHw3R3d/P1r3+dSCRy3ubSRBO/rhiJ5nHaRLqD56YvHo7m2di2Pqk+NJXG45DZUNMXD0VXSiYmkkWqmsHm9pUuFYBVXT44maI76MJfWYAzi4WD2U1vJluS6fA76KkFWnQGXHT4nbT7nRyaSmEYAoMRNz8/FeVlOzs4NZ/FIYsNaX1Lq9ODES+n5/PMZcq0+Z10B11MpxYJ1aGpNE5ZssJDekNu9o+nVjgxdAZcKJpBPF+hrWZV1xd28+PQHVwb+xoAgl6Fw18hfOXv4bFLLOQqtPsdnJrPctlgiGMzWV6+u6PmVuBCwODYTIayYpK3eKFqvYeXDIT4j8fGmMuUsEsiqmZ217vtErFc+awqhYUaEfMsk1LUm5xMb1gbqWKVsNduWbMFXDZEUcDntOGyycTyq0c2dwZclBStoYqdKips6/BxumapFfbYG4hx/TH8S+Zft5OLLXltl6OsaARcNnZ1B9jb18J4osCXnp7gvTdsIrCOtKRY1awY6YVsBVkUrMdr9TsYG1sp4Qi6bUwni1QUnWs2RshXVb5zcIbBiMey/VsLsVylQUYBi417U8nnrzOey5T44dE5btnezgW9QWt7f8iNohnMZUr0tJzfSOeyonF0JsOzEykmEkX8LpmLeoNc2GtaqlVUjVNzOQ5PpTk4lSZVrJopcIJA0G3HIZtNvHUf5+6a3d4vqiHQMEyniYq6NPJZb7hfUU33CXVJxLOinV0MtGE0Rj/X3SeMWpiHXnO9eCH4lXOlmJmZ4corr1x1n9PpPG/Jd3/+53/Ol7/8Zf7lX/7lrFwpPvaxj+F0OvnDP/xDAP7+7/+eP/7jPz4vc1mK9T7sS/e1trbywx/+8Lw/fhNN/LpjJJZnQ8RzTo03paqp471uc+uaY/IV1Yx4DjqtxLWRaJ6NrZ4GycTQgll5Xh5/e2YhR0+LC7ddxjAMTs3nTGeBA18Ao7Z8Log8HX4V8qzApnYv0XyFhWyZ11zYXQs1cDCTKrMhYsYuV1SdrR0+vnNwhs3tXovELnfK6Ay4EATTW/aCXpOkPD4ct1b2nh1PckFvwFr272lxoeoGc5lyA+lv8zkQBZitEWwAv9OGHtpIsvVyQjFTNsazdyNc+Xv0h82o4oGwh9F4gd+8coCHz8RN8udz0hV0YZMkDkylsdU8mYejeYsYb2z1EPbY2TeeYku71yR4dpGAZDYhrmY5txzFqopNElYsPy8lp6IoUFF1wp5FYuyvdcj7nDIeh0SyUEXTjRXyGFk0jdm02mtpGAapYtWyz8qVVUIeB4klxDhdXCTfdThk034rsUoDXh2lqo7LJiEIAjdua+Nr+6bQDYMvPzPB71y3cc2GKtN1wiTG8XwFMMkbmO9puqisaA48MpMxY3plkZ1dftIlhZl0ie8fmeW3r9u45hzBXL3pCjaSe69DJuyxM5EoPC9ibBgG3z00S1fQxQ1bG/8+W30OXDaJyUTxvBFjVdN5ajTJz04u1FaH/Lzr6oFaU655wfnQ6SiHp9PMpcuouplEuKnNy66uAFvaffSH3SsuxJ4PDMOgrOhkSgqZklLzK9YoVVVKilb7XbPin8uKSYLXK5zbJNNtwiabThNyzYHC9C9e9DF2yhJeh1Dbt+hfLNbdJZbEPotL3CkanCdEVsY+1+KglzpTLPoem/cdL1KJyDm/k21tbYyOjnLjjTeu2Hf69OkGi7JzxV/+5V/yV3/1V3zsYx/j937v9876uEwmY+kB0+n0C57HcoTD4YaqcB3JpLkEWK8cN9FEE78Y6LrpX/zSHWsHc6yH0Xgew8CqBK+GsViBbEnlZTs7EQQBrf6Yy8JAhhZybG5vlFEYhsGZhbzlrzwWK5ApqVzW74MfLPY6GFtu5UjOg6KV2dTq5ch0hoqic/kG8/+Qdp+TbEmh1e9gaCFPq9fsQh+LF3j1Rd3WeZY7ZdSbwurNT30hN/eXVdJFhVxZJZav8oZLFq3lWr1mrPNUqthAjGVJpN3vZC5d4sKGyp2Hw+2v4cY6MU4Mw/ij9Ia28eRIgi3tXvaNp+j0O3HIIsMLedp8ZuXa65A5OZ+lP+SiI+BiaInlnCAIXDLQwsNnYvgcMrph4HPaafU6iJ/lsmu+oq1KUrIlBVHAPG8twaveiOaQRZw280vaW+v4n89WmEmV6FsW2JIoVHHbJcv5oVDVUDSDoNuO1yGTr5iWdaOxxea9dFGx3AOWIuJx1Ijr6igtaUS8oCfIAyejBNw2ppJFHji5sGa1zZRSSCiaSbZ0wyBkEWOTwMZyFYtcLmTLHKl5AY/FC9hkkZft6uA/Hhvj6LQZ71yvGk8mihyYTLG3v4XekBvDMFjIlrmo1kS5FHWHkueD47NZxhNF3nvjxhUFKEEQ6Au5GEsUuGrTC195PT2f4wdHZkkVFa7dHOGazRHcdplsWeHhMzH2jSeZz5ZRNZ1SVac35OaywRB7+1saUgrPFqqmM58tE81ViOUqNc/iKqlilYq6qDWvN9q6bRIuu7Qk/tmUqzhl0Yp9dthE69YhSdb9/2qnjl8lnDMxfvnLX87HPvYxbr31Vjo6zD9OQRDIZDL88z//M7fffvsLmthf/uVf8uEPf5gPf/jDfPCDHzyrYwzD4Pd///f5t3/7N/7jP/6DSqXC7/7u71Iul/m///f/vqD5LMXu3bv56le/iqqqDTrjo0ePAjSb5ppo4heMejDHufsXF+gKONet8pycy6IbBju7TLnBlBUDvVj9yldUZjNlbt7eSJZjuQqZkmIR5keGYsiSwJXVpyC/YI2Lb/sNEidNorW53csnHxwm6LZZz8ttlygpGn6HjdMLObZ0+BiO5tGWREXDSqeMdr8Tpywxlqg7U7gQBTOsZCJZpNVrt5L4oE443Ewmily1rDjYEXAyu0xv2xty87OZK7jBHUYo1ooE+z9P3w3/wo+PL3B9uxdVNzg+n2VTm5ehaJ6rNkVw2SVCXhuFikpVM9je6ePkXGMQyN7+Fh44GWXfeBIMM1TD55BJrkMgl6JYUVd1pMjU0u1EUaCqaciSQFU1yBSVhiVv07LNdA8YjuXoC7vJFBXuOzzDXKbMnu5AjTypZrW4RthDHjs+p0y+orCp1Wc11tkkkUypSnAVGUjEZyeeW19jXH9PRVHg1l0dfPnpSS7fEOKhMzE2t/sYXEVjX6xq+F02s+qtmaEMdVePsMeOJDYS45+eWKDN70TVdeazErF8hQt7AlzYE+CnJ6I8NhznjZf0cnw2w5efnsTnkNk3nuS3rt1AyGOnouorpBRgfk5+fHy+IZRjPRiGwc9PRdnV7V+zIrypzcfPT0XP+pyrIZ6v8IMjc5yaz7Gzy887rh4k5LGTLlb56YkZ9o+nUDQdUTBTJHta3Fy7uZW9/S1n3QhnriQoTCWLTKWKTCVLzKZLqLqBJELY4yDic7C1w0vI4yDoXnShWB4S1MR/Lc6ZGH/kIx/hRz/6ETt27ODGG29EEAQ++MEPcuzYMWw22wvS9H70ox/lwx/+MH/2Z3/GX/zFX5zVMbqu89u//dt84Qtf4Mtf/rIVtOFyubjrrrsolUr867/+63nR+7zmNa/hM5/5DN/61re48847re1f+MIX6Orq4vLLL3/Bj9FEE02sjXowx2pfxmd1fDTf0Li2HIZhsG88id+1SFKHonmCbhuRJVHDQws5RGFl5fnMQh6XTaK39uV+aCrNYMSD4+DfLQ5qGeSYay9VbZq+kJeAU+bEbJbtnT6rsjiRLGKXRVTdYCFb4eW7Ozk6naG3xW2Rv3q4yN6+xgqw2yERy1Ysm7aumpvC8bnsCk9cMKOs90+s9DvuCrh4eCHaEADSH3ZT1GUK2+/E+2ytkfDk9+h+6d8iCOCSZeyywMHJFLu6Avzw6JylX64vwyqqzoW9QU7UghH29AQBk5he3B/knn3TeJwSvS0uREFo0Eivh0KtWroc2bJiSRnqEoV0qWo5VdThc8rYZQlRECw7tfsOz7CQLdMVcPKN/VO0uO0omulTmyqa3rR+p+lqkSurtPkdGIZJwDoDLtLF1e3mwh4Hp+ZWlx3qNf2oawlJ2tnlZ2Orh8lEka3tXr6+b4o/fMnmFUSqpGh0BJzEchUqmo5DlqzHF0WBsMdhOUlMp4ocn83ytiv6+feHR2jzOciWVKZSJbZ2+vn56RjfOTjDjVta+dazM1zc18LrLu7mM4+O8uCpKNduNiu3q+mk+8NuKqp+1gEtpxdyzGXKvH7v2ivOm9u9/ODoHDPp0vMKIAHzQuOh0ybRj3gd3HXNIJvavBQqpp760aE4FVUj6LJhGNAWMMNnLljm+rEWMiWFoYUcZxbyjMXz5CumFr3D76xVm1vobXET8TqaFd0XMc6ZGLe3t7Nv3z7+4i/+gh/84AdIksThw4d55StfyUc+8pFzlhP8wz/8Ax/60Ie49dZbecUrXsFTTz3VsP+KK65Y9bh//Md/5Itf/CL33HMPr371q63tb3/723E6nfzGb/wG27dvf05Jxo9+9CMKhYKlkT5x4gTf/OY3AbNK7na7ue2227jlllt4z3veQzabZdOmTXz1q1/l/vvv50tf+tI5p/410UQTZ4ehhcVGs+eLTMmMYH3Fns41x8RyFWbSJbZ3+CwCasZAN4aBDEXz9IdXxkAPRXNsbDP1z5qmMxTN8xsby7Dv0cVBl7yLkVgRSTDdKMYTRRKFKldtXFwiHlrI0+F3MhrPY6vZtH3z2WmuXJKCZoWLLJFz2GWRrqCToQWzAW9Tm5fekJtDkylKim6R0KXoD3v42cmoFTFcR0fASb6ikS2rFrHsqEkkhnpfz0V1YqwrOI59jU7/y5nJlOgOujg9n+M1F/VQPTTLRLLIxlaThDhtIvmKSm+Lh/6QaT23dE5Xb4rwyYdGqGo2ekNuyopGslg9qyphobJ26l1dR5wqmhXcdFGpWbUtJcY2dMPALotMp0oMLeQ4OZfjrmsG2BDx8uDpGJpuIApm1HK6dl5ZEvE5bcTjBcIeO4IA0WyNGJeUVRvYIl4H2VXCQADKtbjsusQDzMr+7Rd08c8PDLGnp53pVInvHZ7lDZf0NhxbrKq47BKJQtVaVl+qgW/zLxLjn55YoKfFRX/YRb6iWlXLzzw6im6Y0pNT81nef+9Rtnf6uP0CU1p0/ZY27n5inIjXjscurVql7/A7sUsCk8nicxJjwzB48FSMre3edZv92nwO/C7ZXCU5S2KsajpPjyV58FQU3YCX7+7kisEwYPDdQzN85+As6VKVFo+d3hY32zp8XNgXZGv7+v/HqJrORLJokeG5TBlZFBiMeLh2cyt9ITddQdevhd1avVlPXRoPrbMYKb0kPtowzO0Bl21Fb8aLAS8o4KO9vZ1///d/P19zAeB73/seAPfff/+qlm9LbeGW4r3vfS9XX331qg2Bd955Jz09PVx66aXP+fjvec97mJiYsO7fc8893HPPPQCMjY0xMDAAwL333suf/umf8qEPfciKhP7qV7/aEAndRBNNnH+UFdMbd72q0noYjuaRRLOatRbOLOQpVlX2DphV2FJVYypV5OpNi4S07ml85bKoXkXTGYsvBofsn0xRVnRuKf5gcZDkoLr7LYz8dBZNN9jU5uXxkTiyJHLZwGJRYSiaY0u7l4NTGW7Z3sZCtkKurLKtc7HafWYhh9Mmrlh67m1xc3o+z3yNGPeF3Hz16Umu2BBqCPKwxodMucVEssAed9DaXm+qms8sukKIokBPi4shxc8FA9cjjj9sDn72bnqveS1TyRKb2rwcmEgT8tgJe+wMLeQJue2Uqjpuu0ShouKQBbZ1+nnkTKyB9HrsMjZRJFdW6Au5SOQVNB3SJeU5v0jzFdXyFF6KbEm15CPxfIWIz/QRziwjrT6njKabHsDzmTLPjCfZEPFYjX+tPgdz6RLdLS5ma5KekMd8XcwUPRVZEgl77JZfcLqosKPTz3LUVx8S+eoKMlisp9ctI/ntfidXb4rw0OkYL9vZwXcPz7Kjy8/OrkDDsW6bxHSqhNNmVumXVp7bfE6OTqcZjeU5s5DnrmsGODmXw22XsMsSGyIePvvYKH95xy6mUkWGojmOzmTY1ulDr0lht7R7CXlsHJxMr0lkzc+JGfxy2eD6xbKRWIHJZJF3X7/S8WkpBEFgS5uPU/M5btq2fo+Bquk8O5HiwdMxChWVqzaGuX5rK5pu8N3DM3xj/3StqdPL268cYE9vkP6Qe82Lr7oF40TCnOtUzZEm4rWzud3Hy3Z2MBjxvKiIsKYblBWNUq1pT9EMqqqOoi06WFQ1HaV2W7+v1pwqVN2oOVuY1myqvkiAlzpZ1N0rng9+5VwplmJ2dpZEIkE4HKara+0UqbPBQw89dE7HuVyuNV0yAK6++uqzOs/4+PhZjfN6vXz84x/n4x//+FmNb6KJJs4PRmJ5dIMV9mhnizMLOQYj3nXjbg9NpbBJElva/dZjAg3BHjPpErmyuqLjfixeQNEMS4v8+HCcsF0hPPytxUE7X8NEyUGyaFYrN7V5+eyjY/SHXARrxC9bVljIVrh2c5ifnFigP+zh1HyOgMv0Kq7j1HyOLe2+FQ4F7f66M4XZ/NQVcK5IY1sKhyyZcotEsaF667abMbTfPzLLD46Y5NQkj2bTlXjJO6BOjJOj7Kwe5tn0AJcMtPCzk1Hi+Qqb270MR3N4HTIhj414wUahqjJdq8rff2yeqVTRip6O5cwY7LJi2o21155vslB5TmJcrKprxkHv7PKjajqpopmAlylWyZbUBrcIn1NGrrlazGZKnJrLcXvtIkfXDeSapZumG0ynSsjSouNDXWNsGGYKXDRXQdPNAJHVpBShWmU5nq+sIJf15j73KnrTW3a0c2Yhx6GpNBf1BfnOwRn6wx68tcbCsqLjtsskCqZVm99la6h8tvnMpr/vH5ljU5uXTW0+PvfYGLu6A0wkiuQrCk6bxHA0x0DEQ1XVafM7UDSdTz40zNuu6KfN72RLu49vPjvNhas03tXRG3JzYi675v46HjodZWOrx/oMrIed3X72P5EiVaiu6kNuGAYHJtM8cHKBbFnhkv4Q129pJZavcO+BGX56Yp6FGiH+X7du5cLellUexYyiHlrIMxTNMZEospA1L3QiXju9ITcv393JpjYv4VUuxH4RMAyDkqKRL6tkyyr5ikq+bHoH5yuqRYBLVd0iwkub+pbDJplOFPaaU4Uk1p0mTPeIOgQBBMAmi9gxfzdq2wRMlxYAAwMQarfm34tuLG43Nxvo5pPB6zwvFPS84wXN6t577+UDH/gAw8PD1raNGzfy13/917z+9a9/wZNrookmmliOoYU8PS2uVZdunwu6bjC0kOembSsTNuuoqBpHpjOEvTarqnx63mxucy+p3p2aM+OeO5ctEZ9ZyJmxwzUidGQ6wxudzyAklpCDS+9iOJrHMAwGIx5EAYajOV594aLTRL2y3epzoOnQ4rbx6FCc7Z2Ly7tlRWMsnuc1F62sntd1rvXkuliugiCAdxXSWEdfyM1EotHj9sxCjhNzWUQB3np5P60+04rsZycWODqT4eiua9juiiCXzDCI3tGvozr/F91BF4YBByZSbG7z8dRoEt1IsbMrwFymTFKSmEwWuXFrGyGPjZNzuUVinK9gYOpJf3x8gd+5bhCHLJLIV9m09lsHmAEfy6UUum6Qq0kmksUqhmFqp6O5itnc6GyUUthEEacskihUKSua1YCZKFTRDdjV7We6ljTod8qWlrxebS4pGq0+B6fmc2RLCoYBQddKAidLIi1u26qWbYsV49VJ/i3b2/navin6Q25kSeTbB6b5jSv6KSqLx8XzVQRBWHEx0epzEM9XKSk6f/KyrWRKCiOxPK/f28NsusTJuSyvurCLiUSRk/M5Lu5rsVZBHh1K8MmHRnjTZb1safcSzVYa/i6Woy/k5uEzsZqF3OrjJhNFRmIF7rpmcM3zLMWmVi8um8TRmQzXbWm0dMuUFO49MG3p7je3exmLF/jkQ8PMpEoki1VCHjvvv22Q6za3rqgOl6oaJ+ezHJ/NMrSQQ9UNelpcbG33ccuOdvpCbnzOtT2kXygUTSeeN10rUkWFVE3HnioqpItVFG2xLCsK5vvskCRkadEGTRLBW9O8G4YBBugsShl03UAzQK35GherZ1/qlWvkuf7TcF8QkKT6NhG7VLNsE+u2b432by3uF5+MAl4AMf7617/Om9/8ZrZt28aHPvQhOjo6mJub4+tf/zp33nknX/nKVxoa05poookmXigMw+D0Qo6LlliHPR9MpYqUFI0tHevEQMeLpIpVbtrWhk0Srce8YkPjUvDphRzbO/wNlTjDMDg5l2V3LeY4UagwnSpxs/D9xQPbd0PPpZw5PWRWvttMa7OKanDdEt/W4YU8/SEPsWwFr8PUi85myg1Lj/Xq+Wo+se1+J06bxFSqYEUt94XcJGqeuquhP+zmqdGEpXk9NJXmnv1TbGr14nbI3LZ7UZd92UCI3/7ifv79sWk+svWNhA+ZWmPH8A9p3f07VNROAi7ZIi+qpnN8JsPN29t4+EwUpywymSgiCALbOvycnMty6y7zuc2kSmi6we17unjgVJRT83kiXnuDN/BqUGvLw55l5D9fVdEN00e4TkK7W1wcnzUvVpZqqn1OGZsk4LBJFCoaLW6b5V6ykDUvMi4ZCHFqfgKbKFCoqFy/te6BbN7myiqtPiePDydIFMwqY9CzOpmKeB2rhokUqyqiwAqv1ydHEnz/yCweh8zLdrbzw2PzXLs5wiNn4hyYTNNbk4vIkjkPl020Ktp1tLhtzKRLvGR7O11BFw+eiuK0SezqDvDAySijsQK/dW2r1TyXKVb5nS8d4Mh0lt+6dpD7Ds3yn09OcPP2VnTDWJFup2o6I7ECAZeNgYgbQYDRWIFd3UuixGtxy3ZZ5IFTC/SF3Gxcxz5xKWTJ9Fo+PJXmsoEWzkTzKJrp6/ujo/N4HBIv393J/vEk+ydSeBwS1VpM+e0XdPHKPV0EXDYqqka2oJIqVplKFhmLF6yGy01tXl65p4vtnb5fCBGuu1ZMp4rMZcpEs2XmM2XihSq6YaZn2GXJ9BuulWwlQUCQsKQMRUUjU1LqhdjaP+Zqh102bdvqtzZZwCFLyKKALNVJrIgsmK9nfbutRrLlmq+xLAoNfsRryUwW68ZmhflsEH4R6ovhBbpS3HbbbXzve99DFBf/cD/0oQ/xile8go985CNNYtxEE02cV8RyFdJF5XknadVxaj5Hi9tmxRCvOmYui6Yb7O4OAmZIhimZWNSIZkoK06nSispzLF8hWVDYVhv72Jk4W7UhWgrHFwdd+i4yZZXReAG7ZJLCrzwzQdBtY2tNHmJaheW5cmOYw1NpBiIeDk6msUtCgwPG6fmc5Q28HK1eBx67RL6sMZMucnIuy8V9LUwliw0OE0vRH65HNpvE9J79U1y1MUJ/2MVXnplqsFVr8di5amOYeL7KV9Qb+X1MYizoKtcVfsJQso+BsIehhRxOm4QoChQVrRanLSCLIuNxcy67ugM8MZJgIVum3e/k5HwWl03iio1hFnJlfnx8nja/g8RzWLYVqqvHQWeK9RAPmcmkmWrW5nOSKSl4HHKDlMImiXicEpJgEjx5CRGI5sqEPDZ2dwdw2yWi2QqS2CilAMiVFdp8DlTdYDxRxC4J+NZY4Qh7HQ1x3XXUvYiXX3g9NhxjZ1eAk3NZbJLI5YMhnhhOsLnNw/cOz/Lamr91qWIuoau6QcsyGceTowkEwQxU0XXTgeXivhZskoggmBXvvpDZVOq0SfidMn0hF48Nx3jL5X287uJufE6Zew/MIgiQXxbXfe/BGQ5OphEF+P2bNtMVcDISy1vEWNMNPv/4GCOxAvmyQixf4SN37HxezbSXDLTwd/dH+fD3TiCKAslCleGoGfpz9aYw3z00w0DYbKQ7MZfBJopc3B9EEgS+9NQEiXyVkrKY2tviNleIXr+3h20d/lUr9auhWFU5NpNlPFFgtiavqifEmfIEkEQRUTAvVFKFKqmSKeGpqBqqZjQEX4BJb3XdwKiRzbqMwSGL2CTRkkDIkoBNrN3W9tWrxvX3Xq1qFNFWzLsuj1gLq9WQX2jS3XL8ymmMR0ZG+Lu/+7sGUgwgiiK/+7u/yxve8IYXPLkmmmiiiaVYboP2vI+fz7G1Y/1O8wOTKdx22XJ5OD2fw+eU6VoimTg9n8MmCVagRh2nag1MfbVu+afHk9zJTxYH2H2w+42cmcuRr6j0h9z0tLg4PJVhd/di9Xk+a5LxDp+Tn2QrbO/08+xEkus2t1ppdfVK9tJmvaWwyyKdAScn53M8NZJE0Q2u39rKfz45QTxfXbUBL+Cy0eK2cWI2y6GpNBf0BHn57g5SRVMOsJAtN2hAByIe7LKEpg8y6r+MDdlnANg5dy8PhN/E1k4f3z00i6bpaDVP37KqY5dF/G6ZeKFCLF+hP+TG75Q5Op2hfYeT0WiB7ppc5qU7Ovinn51BlsyQlfVQqKweB50tL6beLWTLtPmcBN02qpqOSzfwLCNBQZfdShVTlzxmXe/stEn0htzMpkqUVazwDJdNQhJNAtTTaX4GJhIFWjz2NT9zEa+dw1PpFdvN1L/G5xHLmRdeb9gbxiGLPDma4A9u2kyurDIczaMbBt87ModhGBQVFTCoqkbDkvVMusQDJ6Nc3NtCsWrGIKdLihUqo2g6kig0EENBELhucytfeHKcRKFC2OPgpTvaOT6b4dBkihNzGWvsZKLIwck0b7q0l8eG43zv8CwbW72cXKIz/snxeSaTRX7nug188alxplMlZjNltnSsbFBcC7IoMJsu0R92c8vOdh45E+etl/WRLSvc/fg4kiRyZDqDXRaJeB20+swUyc6Ak4Gwh4v7Whq8g59Pcp2q6ZyaNzXep+dzCIIpGdna7iPotmOTzICxaK7CeKLIdKrIfKZMvvb5FAUBt13C65Bw2yVkSbSiyoNuO0G3TNBtp8Vlp8VrJ+iyWal09epxndgKglC7rel9hfp7tnh/xbjzHFO9linCapuXbnqxGtadMzHu7++nWFzdV7JYLNLb27vqviaaaKKJc8XpWsrcuXiAZssKs5kyL1knLS+RN7/IuoNOyyO53ty29Mvk9HyWja3eFd3np+azbG33IYoCum4wOT3DlaWHFgdccCc4vJyen0AUYFuHn8lUkWiuwjuvHlhynhxeh0S2rGCTBLbXYqC3LGk4nMuUyZZWNv8tRWfQxVA0z4HJFJvbfWxu82KTBMYThVWJMZhf8N89PMOOTj+vuqgLQRBocdtwyCKz6UZi3BfycGAizW9ft4FHJ++wiLGrMEUk+hSDl72CsqJzaDpFUTGrr5OJAg5ZpCvgYiFbZipZpM3nZFd3gCPTaa7dHGYmXeI1g2bDW6vPwVUbI/zw6Cw+p23NajdgLekvl1JkSmbynE0SieUq9IfdJjFWdWRJWHG+gMtmhYDkKovV0Gi2wtaaDGcw7OHh0zGqmk7AZSNXVphKlpBFkVxZNSutLpnpVIkNq4Rw1BHxOihWtRUa3KKy0o/51HwOl8288CqrGvsnUhQVjTsv7eWrz0xycDLNmXQOl12y0vaKVd1q/MuUFL745ASDEQ+dAScj0bwVWlJ38ihWNWRRoFq7gKnj1l0d3P3EOD89scCbLu1DEAQGwx4GI6YUaCJRoD/s4amxBD0tLvb0BPA5ZT7z6Bg7u/zE8lXSRVOj/dhwnNsv6KrJMHTuvKyXn51cYEenf1U/5OVQNJ2v759mR7efofkcD5yM8sZLeun0O/nT7xzD5zL9xruDbnb3BNjdHaCnxWVJIopVlVRRqTWHmX7RsrTSMq8OwzDIllUmEgVOzeU4NZ+jrGpsiHh49UVd7OwK4LRJ5t980vSFPjaTYTpVQtVN/26nTaTF7abV72BjxLSkC3vtRLwOQh77mvHe/x2w1t/jeebf/2U4Z2L8R3/0R3zkIx/hxhtvJBJZ9N2MRqP81V/9FX/8x398XibYRBNNNAFmU9x4vMCrLzo355uhhRyyKKwbA31mIU++onJhXweCYOpHp1JFK8QAzC/l4Wiel+9u9EEuVlUmEkWuuNS0bzs5l+XK/E+w6UuW/y+5y6w2zWUtbfCDp6LYJIFrlkTcnq6R8TO1pWEdA0UzaPU7Gsb4nDLd63q+OtENs7HvDZf0IEuiFft76RqV5mzJJHgfun2HRRQEQaAr6GQ+27jk3x92W76lkUteTWb6HwhoZkjI5cn7qLpfjSwJ/OjoAkG3DV03ODabxS6LDEY8JApVJpNF9vaH2NNjyimeHElQUfUGp4OX7GjjiZE4pxdyDX7Ky1GoBSq4ljk5ZEtmuIdhGESzZS4bDOGySeiGgU1a+e3td9ooVnX8ThsL2QpGzYoqnq9wrd98nwYiHsvuKltW+LeHR8iWVM4s5NhaW21o8znZP57kkv61rcrqhDSRr+IOLX4ll1cJKhmO5tlSuzDsD3kQBBiPF9jQ6sFTC7wZixWYSpXYN57EKZvEuMVtZzZd4ktPTWCXBN5yeR8nZrN89/AsYY+Dt17eB5jL98WqischrXDKCHsdbGz18uiZOG+61Bwfy1d46c427j0wy6ceHuEDL9/O4ak0YY+dp8eSXDbQQsBlI11SsEsCp+ZzzKRKtLjtXNrfwqcfHWNDxMMb9/YSy1a479Asv3Xt4HNWNB84GWUuXSLgtlHVDAZqTbLv+8YhMiWFwYiHvpAbSRLNi4WFHB1+J6IgWKsxq8EuCXgcMh6HbMliChWNVLFKrqwiCDAQdnPjtlb2dAcJ1D7TI7E8R6czPFOLkNZ1A0kU8Dpt9LS42NjqZUOrlw2tnprH9X9TxngeUK8u16vJL8agk3MmxseOHSObzTIwMMDNN99MR0cH8/PzPPDAA0QiEY4fP84f/MEfAOZ/qk1bsyaaaOKFYDxeRNUNy0/2+eLUfM5Mn1vHpu34bAZBwHIhGIrmEWi0aRuNFahqhqUjrmNowbR0q9u0PXImyh3KjxcH9F0J7TuYiOWJ5ioEXTY2t3v59CMjbGozm9vAJNiTySJXDIb4zqFZXrqzndlUCa9DolhZ1Aqems89ZwBBW82SrKho7Og09Z2DEQ/PrpJwBybxG4rm6Qo60Za5PHUEXEwlG1cJwx4z3GEiUeS6bV08E7md6xb+E4Dt2Ud5KDpNV8DFgckUr7mom2xZ5cx8jpDHTl/IbPQbi5vn7Au5CbhsfP/IHHZJ4IKaxhtMK7nX7+3hj+85wpMjcW7dtXo4S6GirtDlgulh7HfKpIoKVc20UhMEc1l6tdfP75IpKxpBt41sSTH1oJqGqhuWddxA2HQTUXWdux8fxyGJ/O9bt/In9xzhgVNR3nRZH601y7b1LOaCLhuSYEp4ZtMlLqulEhaqK6Ot57Nl6wLKZZfo8DtrNmJlDk6kMQyD7V0+0iNVvvXsNJvbvdhliXv2T3Emmqc/5OatV/Tjtsu4bBJj8SI3bWuzqrTxQgVJFPHYZaK5lRZy12yO8MUnJ5jPlmj3OVnIVrhxaysX9gZJ5Ct89PsnODCZ5orBEN8/MlvTFZuNlZvavByYTDGTKvGai7o5OJVmKlXk927chCgKvPqibj7x4DBf2zeFyyZR1XRCbjthr52wx2E1Lx6aTHP342N4nDIb27z8yUu38MmHRnh0KE6yqHBBT4C3XtHPhT0BTsxlefB0jP3jKR4biuNxyOzpDnDztjb29AaQRbO5tljVyFdUChW1dqtRqKgYGIQ8dnZ2+ekKuugOunDZzbjw6VSJHxyd5bFhUxuv6wZ+l42eFic7OgNsbPOyIeKhtfZZOx9QNdNjuKIs8SGuew/XvImras1r2DDQNMMK2FDrbhT6ou+wqhtomm5qmg2TtOpGzWLNAN0watvqv5tjzPErt682rn4ewLpfx6+cxvhf//Vfrd/roRx1TE5ONuxvEuMmmmjiheL0Qo7OgHPNauF60HQzjOMl29eWUVRVnQOTKZOw1sjt6fksA2FPQ7LdqfmsOY9lDU0n58yxdW1m8fSD9OrTiwMuuQswdc66brCl3YdhwHC0wFtqFTswCbYAyJJARdXZ2u7j4TMxelvczGfK7OoOkF+lkr0a2v1OioqGXRJRdR2QGIyYCXerecD+8OgcnQEnYa+d0ViewSUSgK6AWf1cGsQhCAL9YTPA4botrXiufBf6d76IiIFkaPhOfp3ByJv5/pEMO7v8RHMV9o+nuGl7G70hN6Jg6kTzFZME7u4O8P9+usCmNg/2ZVXfC3uDdAQcfO/wLJcMhFYN8cjX4q+XI1NSiPjslqtEm89Zm//qr5vTJlFRdMJeB9FshdmM2YwoCFiNmy67hMchkypWOT6X5X/fupWg285Vm8J89/AsZxby+J0yubJiBYCsBlEUSJcUvvnsNL0hN5mSwkt3dlCsatY8wbxgypVVi5iDWbE/PZ/l4GQaA9PBQjcMXn9xFz84FmUiUaLVZ0eWRO68pJc9PQEEQaCsaPz4xDx2WWiQ5yxkzGbC3pCbaO21Woobt7bytWcm+c7BWd58aR/FqkZX0MXGVg8OSeSHx+Zw2SX+4pU7mEiV+NzjY1y1wWzQ3NMT4IGnJxkIu+kLufm3h0e4ckPYIt+Fqko0V+E/nxzntl2d+Jwy00kzDTJTUlA0A5dNZDhWIOy28bs3bOTivhZ+fHyeeL7CfKbMVRvD/O6NmxhayPO395+mpGhsbffxJy/byoZWD2cW8jwzluSBU1GeGU+yqzvAFYOhs07Qy5cVvvnsLD8/GWUyWcQAOgNObtnRzp6eABtbvdZF19lA1w1yFdOHOFtSyZYVcmWVYlWlVNUoVDVKVbUmtVnfk1gQzFAamyRYLhOisI61mihgEwUcsrzoOCEIlga5fr/ezCewuH/p7eIxi/dFoVHLXD+2Ps+61nm9JuhfJs6ZGOv62m9QE0000cT5hGEYnJ7PWk4RzxeTySJlRW8gAcsxHM0Tz1e5dlMEl93UC55ZyHP9Ep9UwzA4Nb/SLq4+tu5SkS5WuTT+7cUB7gjsuAMwibWOwdYOH48OxVB1o8Hd4vR8joGwh9F4kQ6/k2JVI1tS2dHlt8I6hhZyiEJjJXs1uGSRiqITdNmYz5TxOc2IZUmEsVpT2NLHNaOPBzkwmWI0VuDm7Yvn6gy6UDSDeL7SoAPtC3t4fDiOYRjs3nUBwz+7lC15U2u8efqbPNX5ViqqRsjjwOOwEc9X8NjNBkqf00yKG4+bVl49ISepYpWelkZvWjC/ZPf2hRhPFPjSUxO854aNK6r/xepKD2Mw9eUbWj1EcxX8Ltm6eKl3/y9HRTGraD6HTJQKs+kihiEQ9tgbdLd2SaSqGtgl0WrE7G1x43PIPDYcZ3uHD03HaphcDbmyGVG+s8vPrTs7+M6hWS7qa6G8TGNcD5doXyKn6Qu5+Y9HR6moOh94+TaeGE7y3SOzbO/0s6cnQKpYJZmv4nPKdAadqLrBRCLPdw/NUlZ1rhwMW+l8YIbBRDx22gNO6yJiKbqCLja1eXlyJMGu2qpKm8/JbKbEfUdmcEoSAvDIUJybd7Rz1cYwByZS2CXBat68bCDENw9ME3DZeNnODgzD4ImRBD84OsdNW9tqUc8uXnNRD6qm87Vnpjg4lQJ0M1BFhLdfNcCmNh8/O7nA3U+MU1F1gm5TonD34+P4XDLXbIpwcV9LwwXs3v4W9va3EM2VOTqd4cBkiidHEmxt93LdllYGI54VpFbTDZ4YifODI3McmU6j6gb9YTdvuKSHqzdFGIx419UHlxWNRKFKPFchUagQz1WJFypkSiYJXlpBddkkfE4Zj0PCZZcJumx0+B2Ldmo1dwsEAwwBHfN2aaW3Lm2qV4hVTUdQy6AWQCkjaFUMtYKgVRH0KqJeRdBURL2CaCiIatW81auIev1WRTA0BEMDQ0cwVARDR9RVMHTE2j7zVkdARVy+Hd08xtAQMbfZXRJc9U64+G1rvn6/DLw4Y0eaaKKJJpZgPlsmWVg9VvdscHo+S8hjsyJ4V8OJ2Qy6bnBBjfROp0oUq1pDc9t8tky6qKyQUUwkTX/k+tinjpzgJerTiwMufhvIDlKFKqPxIi6bxLYOP598aJh2v8OqWOm66TRx7eYIz4wlubA3yPHZLC1uG9s6fOyvSSBOzuVWVLJXw6mFHF6njNchM5cps7ndh00y46PH4wUu7jMTvzTd4PtHZtnV7WdTm5dMqcp3Ds6i1JwkwExLEwWz6a+BGIfc3F82m5lCHjuVi94Bj5rEuKU6T8/cT7BLOzkxl+XGra1UVY2KqllSgLJSZLRGjGeSxVoz3OrPp9XvwOeUmM9W+Oaz07z50r4GjWJhldQ7wzDI1DTGo/GCVYVVNR3DAGUVYpyvqNgks/rqsJm2cg6b1FCtrS8VV1SNgEu2CJXPaToKjMRMfbggLIZ1rIbHh+P4nSYJunQgxIOnY+wbT1Ksag3vbzRbxiGLDSsmiqazkKty5YYQN2xtZ29/iO8enuXwdJq+kIdt7T7EToETc1meGk1ax21s9XDX3l5+eGyOucwiAV7IlukIuOgMONk3vji+DkEwtfDfPTzLN/ZP0+F38PknxnjwVAwRgVafAwP4fz87Q6JY5RW7Otk/nsIAnh5L4LJJHJhI0Rf28O7rNyCJAvcdmuXpsSS37urgus0RDk9n+Pq+KTa2eplNlxiK5vid6zdSqmr828MjdAdd/Px0lHsPznBqPotdkuhpcdPmszMcLeCyS7zz4oEVyZi6blCt2e+1+ZzcvN3JjVvbODWf47HhGJ95dIz+sJvLBkPs6PAxnS7x0xNRHjwVJVGo0u531DyQO+lpcSMIJiGtqDr5sk6mpJgXIrWLkUShQjxftfTMomBGhvtcMl67TIvbjiQsWrkhCFRqyXXFqkYmY/7/o5fz+NQEbjWDS8vh0nK4a7cuLYfXyOHSCzj0Mna9iF0vY9NKyPVbrYTIi7SQWQDSN/+yZ7EC54UYV6tVPve5z3Hs2DG6urq46667aG9fP8O8iSaaaOJscXIui88p0xtau9FsPZyYy7G907/mEmfdy9XjkNlWI7en5rME3TbLnQLg+EwWv2vlPE7NZYl47ZbTg3jgP5Et71AB9r4TMFPk8mWFze0+Wr12jk5nuGpj2DpPnYyHPHZSRYXtnX7u2T/Fji4/nUEXqZNRcmWFMws5XnYW2rwj0xkGwx40w2B+CQEajHg4PrNosXVwMkWyUOUdVw0AsCHiRa112NcroTZJpM3nZC5Tsi4eAHpaXIiCaUsW8tgZvOr1RJ/6GG3KDAB7p79I2POPHJlKc83mCA6bRLZkkoWekJupVInxeAFV03l6LEW730ksV2nwTK4j7LEzVlJ4y+V93P34OPcenOF1F3db72uh0ig1ACgrOopm6j/rjhRgWqrZJJGqqq9wujD9jc1QCLdNZDxRIOCyc+GS552rqCiqjigIlFXNkpj4XTZcNhEMODlvXtREc2UgwHIYhsGxmSx7ugMkiwqCAJcOtPD4cNzyMa5jIVehzd+4TH9kOoMsQl+4nrxnoyPgYCJRpCfopqzqXLMpwlUbw8ymTbuwiNduXdh0BV08MRK3zjefLbO3v4XOoJNUUaFU1Vb4+W7r9PPkaILpZIlTc1lEUeDS/hYWcmVEQeRPbt3K5x4b47OPjnJkKk1fyMVTowmmU2V8DpnpdIk/ftlWfE4bdz8xzkSiwFsv77M8ji/oCTCZLHL34+OkigpvubyX+YzpZX3rzg5edWEXM+kS//SzM2xp95EtVvE7Za7YGOFPXraNHxyd43OPjxPx2gl77GZASUkhU1LQDZOgdgVdXNAT5JKBFnZ0+dnR5Wc8XuDB01E+8aCZkJctqYii+fm+bVcHHQEHZUXnvkOzJnEtmTHMiqajaWaFVtUNHEuCNWTJlCwICGg1Z4vsksY/m1Gly1igXVugVZ2lRVnAp8TxVGM4y3Gc5SiSkl/xufmVgrH2ReMvC8+LGP+f//N/+Na3vsUzzzxjbVNVlWuuuYZnn33W6jb8xCc+wb59++jqOrfu8SaaaKKJpTgxm22IQn4+iObKxHIVXn3h2v8fTaWKzGbKVrMMwIm57AoyfWw2w47OlWl3J+ayVhVZqVa4OP6dxZNvvgVa+gGTGIuCwI5OP0dnMmTLaoNUo07G47kKPqeMQxaJ5au8pitghTQ8PZqkourPWT1PFapMJIrs7glwaCrNbGbRUWIw4uGh0zGTANolfn4qyiUDLYRrmr8Wj50Wt43RWKHBq7kz6LQipuuwSSJdQReTySIX9bXgdTk4ueVdtB3/KAD91WFe1THEvqibRL5KwGmzEuwGwh4eORNjNlPi2YkUsXyFwYip0z48lebyDeGGx2px29mfT7Gx1ctbr+jjS09NIIsCd1zQhSgKFCraitjhTGkx3KPuSFHf7pBFREGgUNUaGt1SxSpeh4xmgMsmM5cuU1F1OpZ4WacLitWgV6zolsQk4LIhiiJdQScnZ7N0BV0rXrM6YrkKiUKV23Z18KNj8+QrKhf1tXD/sXlKitZgOxfNlmlfojmOZssMRfN4HTbsS/IEOvzme5QtVRFFMw5alkSLPC9FZ8BJtmQ2nDlkkVRRoc3npDNgXvjNZUpsWObVvbHVi9Mm4XPJFFWNOy/p5XUX9/An3zyMqutsbPXykVft4mvPTPLNA9OcmMsynymTLim8YW8PVU3nyEyG7x+ZQ9F0fvu6DfQs8SUXBIFX7u7kiaE4Y/E8dz8+jtsh85LtbbxidweFispnHhkllquYVnlOG3ddO8jemvPHXdcMMpkscmo+R6ak0OIR2dLhI1jzKi5WNUaieX52coEHTi1wxYYwV2+KUKiqLGTKlKsaNklga6eXXV0BfA4Zu2xKZuK5CvNZ8wLDMLC0unabSKvTRtBtw+Ow4bZLuOymR7HHLuMWFELFEfyZU3jSp3EkTyGnRiE3h7BqlMYvGZIdJAdINpAdINpAlGo/MgjSKvdlzKznpffPYkzPpb/sZ7sCz4sY33///Vx6aeOT+PSnP83+/fu58847+cAHPsCJEyd497vfzV//9V83NOA10UQTTZwLMkWFmXSZW3acW/fyyVroxkB4bZu2k3NZKqrOxf0tCIKZorWQrfDKPYvuB7FchYVshdsvaCTY0Zy5ZLqr2ySqI4/fyzY9sTig1nSn1CKRAbZ3+vnh0Tm8DomLltiSmVZfPk7O59jW4eP4XBaPXaI/ZMbqumwSz06k6GlxrWj+W46jMxlcNokLe4PsH08SzVbMJDdJpD9s6oxHYnmqqk6urHLj1sYUvw2tXkZieW5hcfWvK+Di4YXoigrrQNjDSGyxshW55u3kTv0LPi0NwB35e/gBWxmPFwh67GRLCrmywkDYjcsmUaiofPfwLG0+Jw6byMaIl/0TqRXEOOy1U1I0SlWNbR1+3nxZH197Zop8ReWNl/RaVmNLUQ/30AwsRwowya/TJmKXBNI1Ilx/nxKFKm0+ByVFoyvgYjiWxy6LDcQ4UaiQq6hsbfeRK6tMp0u0+Z2WzVdX0MVPji9w3eYIs+mVyXYAJ+fNz+bu7gA/OjZPPF9lMOLB65SYz5YbKubxfLVBHvDMeBKHLBBw21AtCyxT+mGXRRayFYI1V4e1UG98m0mV8LtkDMP0jfY7ZTx2iblMeQUxdtkl2vwOHh2KccuODt56uelprOkGDsmcryQKvPWKfi4dDPHVZyZJ5BdqzWBmSt7nHx/nDXu7ed3e3lWbaR8djvHsZIqdXX46/E4qqs6hqQyHptKcmc9TVFTafU46/C7uumawIWrabAj1NPhtL8eFvUFu293B06NJHh2K8cUnx8mUFJw2iU1tXm6/oIsrBsPohmH5gJ+cyyKLItdsbqUv5KbN58DnlHHbZZw2cfHvQSnB7CGYfgbGDsHCMUgMg3Ge5AyCCM4guIK12xZw+sHuAbsXbG6wu8HmqW3zLG6TXSDXSa+99vvyH9t/XwPi84TnRYzPnDnDb/3WbzVs+/a3v00gEOBzn/scLpeLPXv2cObMGb70pS+d14k20UQTv544MZfFIYvr+g+ve/ysWfldzy/z4GQamyiwvVaFPTGbxWkTGYwskoLjsxncdonBZV+4x2Yy+JyylXZnP/T5xZ2BPrNijNnct5Cv0ul3siHi5tmJFNs7/dhqDWTZsnkBcPmGME+PJblpWxs/PxVtmHuH38HjI3HecfXgcz7vI9NpdtYkGA6bRKnW9d8VdOGQJfpDHk7P5xhPFLhkoMWKNa5jc5uXg5OpBklDR8BJvqKt8BLuD7t5fCRujR3oiPBY5xu5dvrTAHQnn2LAc4qj0+30h9ykilXG4gV2dwfwu2zEY2ai2/VbItglkUsGWvjMo2NMJYsNjgF127NEoUKP3c3OrgDvukbmi09O8OlHRkgXlZVx0LXKcKZoVqnrGuN00YxtzpRVUgWFHlNuzUK2jGFAT4ub47Pme6vqOiVFsxLuAEZiBURBYFd3gGfGksykSlzc14LXISOJptbYlMU4GIrlV5UlDC3k2NLuJei2YZcEErWKeU+Lm2cn0lb1W9VMr+T64+u6wZHpDB1+F3OZipX4V1F1nDZzpSFfUUmXlIbUu+XwOmTCHjuTySLtfgeCgOWz2xl0MbMGodd00wLvdbUAmGLVlBTItWCb+ud1S7uP371hI6OxPNWFHEems9xxYRcGpiPBtw9Mk6+o9IbcXL0pQsTr4Mh0ms89Nk5fyM0/vvFCHLXgjLlMic8/Pk6b30FPS5CqqvO2K/vP2b7RbZe5YkOYp8cSLGQraLqO2y6RLSl869lpvvL0JKlCFVU3L6Y2tXnpj3hwymLNJcMc75eqBKP7cE09gm32GeToMQRded7z0ex+9EAf+DoQ/J1I/g4EXyf4OsHXDu6wSYLtPrPq2sQvDM+LGCcSiYZEO13XeeKJJ7jllltwuRY1d1dccQV/8zd/c/5m2UQTTfza4sRcls3t3nU7+9dCpqQwmSw2yBWWI5arMBzN0+pzWPZkJ+YybOvwNXSbH5/NsmMVgl3fLggCRmKEDZklTXd7324uJWKSbcMw2N0TYDpdYiFbbrBpOz2fsxLHbJJAxOtgOlVqcKyQJHO5u+6zvN5zmkmXuXVXB61eBy67RK6kMpcpW1XCTW1evn1wBp9T4oZl1eL6fgOT0Ncrcl1Bk1TOpksNxLg35MYwYDpVZFObKXmZ2fRWitP/iRtTRvAO5Wt8auZCrt/ahssuMRYvsKcnSHfQxWPDcQbDHgoVjf4uD4MRD10BJ48MxXjr5f3W4wRdNgQBkoWqtfw+GPHwnhs28h+PjXJsNmNViOvIlhT8TplYvtrgSJEqVgl7Tc1uvLDozLCQLWOTBHpCTg5Np7HbRPSaVdvS9344msNb06Q/NZqwSKQgCPicNnJlFVkScNrNz+1sptQgS9F10wv31l1mmEzY6yCeN+dRdyOpP1q6ZEZy1xPsRuMFcmUzUry3xUW+YvrwKqqOgBkHLosC+Yr6nA2afWE3E4kCYo0Uy7W/s+6gk5NzuVWPGY/ncdhE/DXSPRor4HXI2CSRaK7SUFl/5EycnV0Bdnb6eXQ4wRv29jCfKfGpR0Z59UXdDEa8nJjLsG88ya6uAMdmMjhtIq/Y04WjNvd0SeG+w2Yz6GDEQ1nRueuaDavKQ84WxYrKn37nGKfms+zuCdDqdRDLV0jXvK7ddomNbV46/E7ssoimG8ymS+iaRih3is74k3Skn6a/cBTZODsirAsyBd8gSd9W4s5+YnIXc1IH00IHRdG/WKnVQciAPS/ijEs4ZBGnTcMhJ3HY0jhkCadNxCHX9zXeOmwiTlnCURvz3zlV75eB50WMw+EwyeRip+qxY8colUpccsklDeOcTiey3DS8aKKJJl4YSlWN0Vie1+/tOafjT81lsUsCm9vXtjU7OZelWFW5dksEmyRSqKiMJ4q8+dJF0pouVplOlVb4ICfyFeYyZV6+25R5pB/9NC31naINLv5NoF7hSwNmeMjPTkSRJaHBh/jErHkBMBLLs6nNy1A0h0MWGyzZ8hUFDIh41vf/PDKdxuuQ2BAxU9IiHgflqtbQgLepzcNoLM9rLu5ZdTnb4zBT9YaiOYsYu+0yIY+N2XTJqq6DGaHc4rYxkShaFby85OdHnlfxusLXAbikup8vLBwkdPEraXHbGY7mMQyDyaTZeOdxiMxny9y8vQ1BELh+aytf2zdFLFexdN+yZLoyJGsa5TpafQ7efFkfz4wl+faBGTwO2XLcyJQU/C4bc+kSHUsa81JFxaqSJ/OL55vLlGn3Owl5HAiYGuqqZiYPLpWQjCeK9IRcdLe4kUWB8XhhsQHPaWMmXcLvslGqaqYsIV1uIMYLOVO3XF9pCHvtxGvzqFfGF7JlWjx20sXG7cdmMnQGnJRVnYGIh5NzOaLZMnZZrPn9SoiC2Yy41FlkNfSF3Nx/bB63XWqICe8LeXj4THxFpTtTUhiPF+htcXN8NktPi5uhaI5NbV6iuQpTqaJFjKO5MgcmU7z24h4CLpmfnIjyrQPTxPJVQh472zt9XL2pldt2dfDIUIx/+tkQumEQcJqfp9PzOYaiOfaNJfE6ZNwOGVU3+B/XDVo66HPBXLrE++89yky6xI4OH05ZZCDi4eW7OxkIe1bKlHQNxh6Bo/fA6R9BaaVjx3IYNg9C98XQeQG074T2XYitW/HJDnxA/5Kxum5QqJrBIhXV9CsuK+ZtRVn8vX6bKyvEWXcMLAABAABJREFUcjoVVaOs6NYxxhpyZZskrCTPsogsidhq3sd2qX5fqG1b//f6WFFY9Ef+VUn0e17sddeuXXz1q1/l1a9+NWDKKARB4IYbbmgYNzIyQkfHiy/NpIkmmvjvhTMLZsVqqWXa84FZbfatSwyOzWRAENhea547NZ9FEhrJ9PFZU86xcZmc4/hsFpdNMiUXShnX8a8t7tx+O3jNSuxEsshMukzE62BLu49/eWCILe0+fE7zC7isaAxH89y2u4P7j81z+wVdHJ5Ks2XJ3A3DbP4JuGzEC5WG8IelMAyDw9MZdvcErQpnm9/BfLZs+SCDWYVTNIN239oke0u7jwOTqQZC2LXGEntfyM1Eomg9n4lEkcTGd1A+9j2curn9zuKXyRivpD/s5pGhGF95epJ0UWFjq5dsWcMm6Rbh2dUVIORe4NGhGK+9ePHCKOyxkypWVzy+phtsbfdx6WCIe/ZPM58pc+vODrNi7LIxnSw2aFHTxSoDNa11PLd4vvkaMfY7bRgYiIL5fCRRIJqr0O53mkv76RK37GinO+jC7ZBJlxRieXO/3yVzdCZDX8jNdLpEd9C1Qmc8mSjikEWLrEe8Dk7OZc33EPDYJWbSJbZ1+kkWTDmIu5a6dnI+y6X9IfZPpLhiMMR4vMhCtkLEaydfMR0YKqpOyGPn9Hyu4Xmv9r5VVJ3xeIGL+qzLOst5ZSpVbPD/3j+epKoZvGRHK0em07x0RzvD0TwX9ASxSSJTySKXDoQwDIPvHJyhw+/kol7zs7ih1c1/PjnBbbs7uHl7Gz85vsDWDj9hj53ZdJk93QEMTNnSD4/OAaZ39KWDIU7O5RAMg9++bsOq4S5ni2cnkvz1D06SKFTZ1ulnd0+QOy7sWuFmgmHA7AE4cg8cvxfyC+uf2NsBg9dB3+XQcxlC2w6Qzo5iiaK5ylD//+BcYBimHZ1FlJVlxFnRGwm3qqFoBmXFlIUomlG7NX83E/T0FQmY62FpgMjyMBHzfi14RBSwSQK7uwMNn7kXC54XMX7f+97HbbfdRiwWo6Ojg29+85vs2rWLa665pmHcj370Iy688MLzOc8mmmji1xAn5rIMRjwrnAbOBmVFYySWbyBVy5GvqBydyRBw2dhekyecmMuxsbXRI/j4bIbtnT5rmXlxu+mWIYkCHP0OTiW9uPPSuxafx2wWRdPZ1eUnXVSYTJZ41zWLOuGhhTyaYWCTBBTNoDfk4jsHZ3jDJYvStblMmapqRtTOZ8prEuP5rOnC8bqLu61tbT4nupFmLlO23IMeG0qwpcNrLd+vhi3tXn5+Kkostxjq0R108eRoYsXYvrCbnxxfQNfNEBTdMLh692YemHwNr0h/GYBrOMRfPfoDRrbdwMHJFIqq8z+u28DX900xkSigaCYRApMsXLelle8enuHm7e1WVbvFbSeRX0mM8xUVQRR49YXdDEY83HtghrlMmVShyjavg1i+aslIDMMgXasYy5LI6fnFxsForsLWDp9JjA2oqqadlNsmMRor0O53Mp81bfU2t/tw2SW6gi5OzWWZThUtUr2QKXPVpgijsQI+h8xspmQltG1s9TKZ/P/Z++/4SNL62h9/V3V1zkE5j0aanGd2Ns3mwC6wsOSwYDAGg7GxL2Bfm2t8/fW1fcHY5vpnMiaZsGQWWMLmPDs5B41yljrnXOH3R7Va6pE0uzuAvSx9Xi+91F31dHV1dUt9ns9zPufkdKu7yuQl4DATzZRQVY18ScFfkdKALvvw2Iy6RCWhW4mtabDzyECIRpeFRpeZULqAxSgyEs4gCAJlRSVXlDk6EbskMW52WbAaRcaiWW5dYgHotBjx2Y1MRheJsaZpPDYQwmszccuGJr5+YIKzM0li2TJrGx2UFT1hEmD/SJTxaI4/uqG3+ho3tro5MpHAKhm4ZX0jw8EM33h2gv4mB2dmk7zj6m6+d2SKP7qhlyt7A4gCzCYKfOvgJD67kbdd1X3J5EtF1RiYTxFKFzEZRJpclmqMc6GscO+hSb51cJJ8SeHatQHeeEUH2zs8tZXOyDCc/q5eHY6NrvpcSFbovgZ6b4I1N0Ljhv/WpjVBECrSCgNw+QT7YihqLWFeiKUuKxpKhTjLqoqsVKKo1YWoaY1yJWSkpKioqlq9X65EVb8YDTngBRLj22+/nc985jN87GMf4/Dhw9xwww187nOfqxkzPz/PI488wsc//vFf64nWUUcdv1soKyoX5tPcuvHyPNEvzKfRNKq+xCvh7EySZL7M1b1+XBYjJVllKJjm5VsW3SjShTLj0RxvuaKz5rEX65fLB764+HXUsB66rgF0MlGVUbS5eexCCAS4ad2i7vnsbJJuv42xcI4uv43ZRAFBqD33c7MpPHYjFsnMXLLA1lX4/skpneh3Lmlaa3KZKSsq2aLuoxrPlpiM5bh5fRMnphJVt4qL0eG1YTGKDAYzVWLc7rVW42tdlqUNeHaKskooXeT0TJLeBge7unz8feMbuTF5HzYtC8Db0v/BCd/L2NTi4rr+Bja1uunwRhkMpnUJwBI95I5OD48MBHn8QohXbdeJvs9hqnHAWECmIGM36Y/f0ekl4DDzjYMTHB6L0eHVCXFbhRinizIlRSWRKzGfLDAWyZApljEIIumCTKNT15UaRJFIpgwItHmsjEWyXNXr58J8GkGguoLQ5rEyHMowHc+zq0tvvAtnSmxqcTERzSIIMBXL8cmHBlE1/XXNJvKsb3aiqhpnZ1NEM0VkVSOaLZErKTQ4TEzHcxUSX6rKKAbmdC/thZWEBqeZJpeZYMVGLFdUuG1jE08NR3BZjTwyEOIte7tWXTURRYEWt5UTU8kaz+6F938ylqven00WGI1kWd/sZEOLk4DDxIPngpglkU6fjUxR5pmRCAPzKX5+eo5bNzZVteCFssJMPE+H18pIOMO3j0yzp9vH554Y4eHzQf7oxrVoGmSKCtsrVcRHB0LsH4mypc3Na3e216QOXoypWI7vHJ4ilivhsep/y9lKsEqhrDASShNMF7EaDbz7ujW8YXfHokQkE4LT34dT34G5E6s+B/ZG2PwaWP9y6NirW5n9hqCoGrlKHHSxrJPRkqwT1IXbS7cpC4l3Sm3y3QJRVTUNRQVFVVE1UDUNTVsMqlm4r2qgsWTfStugsn3x9uXgJRMJ/d73vpf3vve9q+5vbm4mGl1eTaijjjrqeCEYCmYoyiqbW1evdl0Kz6fafLJCWBcCK4ZDGcqKVq0eg05IJXG5TvlcRV7R1+SA+dMY544s7tz9rmr1aD5VYDyaw2M1sqHFxdf2j9Pls9HgWkxgG5hPc+O6Bh4fDHPz+ibOzqaqfrELWPBQzpcU5lZxC1gg4dva3TVVsEaXBYtkoFjWdcaHxqJ0+mxcu1Z3wJhYEuSxFKIoVPXO11b00DUWXy2LxLjFZcFkEBgKphmcT/PKba1YTQbWdnXyo7k38tb0lwHoKgzQIe5H7rumEnyhu1ok82WMBpGirFSjno0GkVs3NPGj4zNctcZPo8uC324ikS+jqFpNU1G6KOMw1zYE/v41PTw5GObRgRAtHisem1GPIB6K6PG+iorJIDISzvIPPzvPzev1SdiC1tZkEKqV2AaXhbGIroseDGawmyT8Fa13i3uhKVF/PaqmUSgrdPhsNDktyCpMxfNsaHby6h1tfPvwFIWywo3rGvnpqVkOjMbQNI1cWSGYKpAvKXrQSaZEIlcmli3TViH3AxUrv0imiEHUpSVNTgtnZlIkcovWhM+OxtjU6uLQeJyzM8kq2VwJPruJdKFcbe5bQE/Azs9Pz1UnTscn45QVlT09uq3hnm4fn318hJvXNyAZRDq8NgplhS89Ncb2Tg83LGl6ffBcEIdFYmOriyu6fYxFslVdfU/AztPDEX52ahYQ+PdHh7gwnybgMPO2K7u4osd3Sf3qudkU9x6aZE2Dnd+/tmdxEjGf4sfHZxlI5vHYTbR6rXzgpj42trqhlIVTP9PJ8MhjqwdNmJx6nPuW10H3dc9bHrEaFpIYo9kSsWyJaKZEqlAmV5TJlhRyVa3xyhoGQaAaIKJrgw1IBqGq912QLYiigKni0y1dtE8Q9PuioB9PQE+bFAQBARCFhfv6PrGyrzq+Mm7x9+IxLj7XpdsX7i/c9tlXd0z570S9Q66OOup4UeLUdIIuv+05/XpXQknWq823bVq92pwulDk1ncRpMbKpQr7Pz6Xo8FlrKqEnpxNsaHFVydoCzs4mFzXAh7+0uMNog21vXBw3kyJfltnZGaBUVhgJZ3n9kmbC0UiWoqxiNUkUyir9TQ4ePDdfU7UOpgoEU0Xu2tbKdDzPU0PhZV7CoCfnxXNlti5JaAO9MmOU9IjjgbkU5+bSvHVvJwGnhQanmYG59IrEGGBdk5Mfn5itWrHZTBJe2/IGPFEU6PDZODQeQ9W0qnPG9g4PHztxF3cWfo63PA+A+tDf0nP3I5yYyiMrKu1eG8WyimQQGItkayK3d3Z62T8S5ScnZ3nXtT14bSY0TZcXLNWaZgoyDkvtV5pBFFjX5GI2kQNB/1z8+MQsjwwE8dhM/NWdG3BaJP76R2dodVv5zpEpjAYBj9WIqmkYDWK1+c9mMpApKsynCoyGMzitUnVZv9FpAU1jOp5DVTVyRZ1kOcy6zGI6niOZK9Hb4GB7h4efn55jPJLFZZE4Mh7nrm2tnJlJ8sj5IMFUgVxJptmtE+OZRJ5ETvfJTubLVaeSqVgOn92MKAo0uixVmYbTYsRkFLGadO37mZkUD50LXpIY6xZzAqFUEbd1kaz0Nzm578Qs49EcPQE7B0ai2EwG1lXen23tbl3vXfkc2s0GpmI52jxWXruzvfr5nEnkOTAa5TU72jg5naQgq/yPW/urkxtNgxNTCT7xwACiqNvW9Tc5kVWN0zNJtrS7V53gnplJcu+hSXZ3e3nVtjZEUWA6nuPRgRDn59I0Oc2sa3aSLym8ZU876/JH4YffgfM/hXJ25QtiMEHfbbDl9dB/OxhfeKNfulBmNlEgmi1WCXA0W6pawIE+8fLZzbitemNhg9OCzVwJBTEZsJv132ZpgQiLVWJbx28OdWJcRx11vOhQkvUq6qWI7aVwYT5NSVHZcglt5dnZFMlcmZ1dHnx2E6qqJ9gtdYpI5sqMRXLcc2WtjCJTlBmLZHnjng4opNBOfadqrcWW14Nl8XnPVEI9Nre5eWIwjKpq3LzEgu3cbIoWt4WpiuY0lNaX1DcuqVqfmk7iskjVkJJMUSGVl5dNGk5OJwg4TLS6a/XHJknEZzMRyxZ5djRKwGGuJudtaHZydjbFnVuaV/zCXd/i4ofHZxgKZtjSrr+uNu/qDXjfPDjJdf0N2CuBGRtaXJitNr5afDv/o/xPAEiZWdYPfRFZfQ0ziTyiqJNYt8XIcChTQ4zFim74c0+OcGwyXiXj8WwtMc6WZJzm2q+0VL6sV62bHExG8/zVj07jshi5rr+B6Xi++niv3cT2Tg/xfJnjE/Fqc6PLKjES1s9HEHSie2oqyXyqSLPLymgky/2nZpmM5piI5SjIKsF0gUi2qKeslVXavFYeOhfEZTFWO/cDDjPpgsxIOIPRILKzy0OD08wDZ+cZDWeRVY2A04zPbmQ+mSdd1H2jL8ynMRr0Kv7p6SS+yvvf5DITz5aRFQ1D5VrazQbKisrWdjdHJuKXdKfIlWUanWZOzyRrQkS8dhMNDhNDwTRlRWUynqfTZ6t+DoNpPURkJq5PcH5+eh5JFFjf4qqudiw04XX6bOzq8pIrKTwxGNY/B5XzEQR9qd5jM+EwS/ze1d1sbnMzHc/xjQOTfOaxEd52VdeyBrnjk3G+f3SaK3p83LWtlXRR5icnZituGVZu29jEsck4tkKQP7I8ieveeyE9u+I1AKB7H2x9A2y4Sw/QeJ5QVY25VIHJaI7JWJbJWI5YVrdws5kM+Ox6PPWWNnf1ts9hwmmW6iT3RYg6Ma6jjjpedBgM6sT2Uk1Dl8LJ6QRrAvZLdnmfmkqAAFvbPQCMRjLkSkoNmT45ncBiFFnXVKtTPj2dRBIF3S3j2JcRyos6zKVNd7FsiYFgGqdZYmOLi+8fnabFY6n6r2qaxvm5FLu7vRwYjbGvL8Cp6SQ9/sVz1zSN09MJtrS7EUWhKmWYTuRw2xbPVVU1Tk8n2dO98rJzo8tMNFvk/FyKP799fVXLu6HFxZNDkZoGu6VwmCW6/XrYxQIxbvVYObBCA16Ty8JMIk//EtmJxahXGL8fvJI3OzfTnD4DgPXQv9O9cRfj0WZUVcPvMOGwGBkKLtcPd/ptXN3r56cn5+j06brniy3b0gUZv79Ws5jMl9HQyBf1mN+BuTT/36s2MRPPVyO2QV/SjWVLtHuszMRz3Hd8hnfvW4PLolfxm1wWErky/U1OjkzokdwmSeDLz4yxodnJjesa+KdfXmAsnOWhs0HmEgVcFolUvkybx0o4U6TbrztULFwTySBwcCzGtg43ZslAt9+G0yIxMJ/SG8aMBgIOE986NEm2qCCJAgPzKdY26p7esVypKuFwmCUyxTJGUUQQBQQEGh1mwuki1/U38OxolIG5dPX9uxjhdJENrS7OzKS4a1ut3nxtk5MLwTTRrB6CcUWPvyphOTubZFenh1RB5r7jMxydTHDT+kZOzyQ5PBZlV5ePp4cjzCby/PFNaxEEndT/4sw8s8lCVfMNcHRcD5O5YV1D9e++3Wvj/Tf28s2Dk3z28RHu2NzM1nYPuZLMk0NhDo3F2dcX4I7NzQyHMnz3yBRGg8gdm5uIZQqMH/wxr03fT1f0SYTVkuca1sPWN+oTWk/HymOWQNM0UnmZ2WSeyViOyWiO6XiOkqJVtdY7Orx0+W20ea2X1Thcx38v6u9YHXXU8aLDyekEPX57jaTh+aJQVrhQ0biuhnShzJnZJDaTVP0SPjWdpN1rxb+kCnlyKsHmVveyxrRTC/IKgwhHvry4o2237ltawemZJNmCzJW9PlRN79h/xdaWKnGdiuVJFXRtbK6k0N/k5NGBEHcukVHMJQuEMyVe1+YBdFLV4NCrdJuW6K/Ho1lSBZmtq5CfRqeFxwZC5MtKzZhOnw2bycD5+fSKxBhgU6ubh84Fq1rTDq+VB/My6UK5ZvKRLpQRoBqvvIAruj187/AUh3b8NS8/8BYMqAhqmddMf4JftH4FRRNY1+QkX1YJpgok8+Vl7gMv29TMWDjLNw9O4rIs9zLOFJdLKVIFmXS+zFAoy+0bG7m618TjF3RXhaVJf/4KMY5mi9y4rpGT00nOzaUwSQYUTaPZZWYolOX6/gZ+fnqOQllhNJzlDbs7eNV2Pf1tX38DpfNB7j89R5NLl6ik8mW6/DbShTKdPhvzqSLJXJliWcFtMTIYzHD3Dl1WIxlE+pqcHJuI47IasZkkEjmZmbjeiHl8Ms5wKFP9XMezpapcJZ4ro2pQVlVskkRZVWnxWIlXyLzNJPHEhdAlifGebh+PD4YZuMjebUubm6eHwpybTWEzGthRkekoqsa52RRX9fopKxqfeXyYm9c1Es+VOT+X5tuHp3hsIEwiX+bWTU1VG74WtwWH2cDgfLpKjOPZEkcn4liMBm5cXxs247QY+YNre7j/1Bz3n5rjvhOzle0Sb9zTwdY2Nw+eC/Lg2XmcFiNmg8rEM9/ltvBXacoNrfh6sTfqRHjbG6F56yXdJDJFmZFKY+VsIs9cskC+rEtlGhwmOv12tnV46PLbaHCYL5mwWcdvB+rEuI466nhRoSjrxHapxvaF4PxcClXT2Ny2ejrcmZkUybzMplYXjU4zSsUZ4LolzULhdJHZZIE7LjqPRK7EeDTH267sgskDEDq3uHNJtRjg+EQcBNjR6eWZ4QglReXGJSlz5+aS+OxGgik9fCJScSbYVCOjSOCxGau+sqBX0i6WMpya1kMfViO3zS4zc8k8PrtJd5SoEE+xUvk+P5daNSFwY4uL+0/NMRLOsq7ZudiAl8izvnmRwA7Mp2n3WgmmCjWPX9fkAgGGxTUcan4TV81/C4CGxAkC57/BwcBr2N7p5cBIBEWFkXCmGtCxAMkgcs+VXXz2iREmY9maiq+mabrGeAkh1zSNZ4cjXJhP0+y28ic395Evq3zyoUEmognuWjJx8jtMjEayJPNlXrbJjarBI+dDujxGA7fNSL6s0OqxkC/JzCfzXN0b4K5trdVJTrPLokti4nkmolmuWxsgmS8zn9SDN5pcZoLpIuPRDMF0EZ/dyHSiUE1bBNjW4ebxCyFi2SJmSWQimsVqMuha5IkEZklkfbOTsqKSKsjVuOcL82ndCSOtezCnCzKdfhvxXBJZ1egJ2DkyGV/RfSRXkskUFboDdtYlCzw5FGZTq6v6urr9NsqyykhYJ+XtlSbAMzNJsiWFHR1epuI5NA1OzSRxmCW2d3hY02DnJydn2dDs4vq+xc+VUInRPj4Z54Z1DQiCwPGpOLFciVdsbV1mQzgYTPOj4zMkcmWaXGZ2d3tp99ho91rJFGX+7v6znJpO4rUauaK4n9sjX8OTHFj+IRZE6H8Z7HqnbrF2iSY6WVG5EExzbDLBQMVbesH6bVObq/JeW5dFfNfx0kA9cLuOOup4UWFgLo2iamy6TBnFqekkfY2OSy5hnp5JIAiwteLeMBJeQUYxlcBpkVgTqA31ODWdxGo06HKBI4tNd6rZA5vurt4Pp4ucn0/jthrZ0ubmsYEQLS5LNclOd5BIsqnVxbm5NJvbXJyaTtZIQBbGbG2rdZlo81qZjuernsRKpUlptWoxQL6s1PggL8XGFheTsRyZorziY712E20eC+fmdL30QgPeTHyRnCfzZUYjWXZ0ehiP5moeL6sadpOB0UiWyS1/SkRa9Mu9ZfrfsSSGuaLbi9lowGI0MLyCnGLhPN55TTeyovHguWDV1aJQ1j1UnZWKcSxb4ivPjHN0Mk6Lx8r1/QFMkgG31cjNGxoZCupa3QX47WbmkwUUVaPRZea6/gBzyQKRbKnS8a8ToExBD0XIlhTu2NJSUx1scevuE0pFy5uqWONNxHL47WYyRYU2j5Xz82lyJb2RURDAYlz8Gt7a5kZWNeLZMom8XhG3myQanPqkxmY24LQYqwEnC139I+EMvQ12UnkZv0Ovfre5rZglkVCqwN4eH7FsiaHQ8usaTus+1g0OMzeua2Qqlq8ZJwgC+bJCtqhwQ7+eSqhpGvtHomxsceG1m3hmOMortraQLsiEMyWm4jkeGQhx68YmjJLIuQq5XMDOTi/hjJ4mWVZUHjoXxCwZuGatv2bcYDDNV/eP0+mz8eYrOrAYDTx8LoSGTsL/8OtHOTIe490N5/h05s9448hfLSfFjma4/n/Cn52GN98L/betSIpVVWMqluP+U7N87BcDfOPAJMWywmt3tfM3r9zIB27u47W72rm6N8CaBkedFL+EUa8Y11FHHS8qnJpJsqbBsWw5/vkgV5IZDKZ57SUipFOFcsVqzcDGFp1Inq7IKBaIhp4el2BLm3vZ0ujJqQSbWl1I+Sicva+6Xdx5T033+qnpBNmizPX9DRTKKkPhLHdtWyRTCw4SPpveiNXX5OCJwTCv2LpYyVwYc/ESeJvHSq6kkMiV8dpNDIV0srWgl14JF4JpPDYjHpuJuYuI8dpGBwZB4MJ8il1dvhUfv6nVzf6RCK/apscet3lr09zOzCQxGUT29vi5/9RcTbNXLFsi4DQzEcnyxt3tfKPhw/zZ3IcBMGkl7pn9P7Q6XkaX385UPMdwOLOi6wZAi9vKG3d38NknRvi3hwfZ0emjyWUmUygzGc1xfDLOqekkAYe5Ws3s9C9Obra0uTGIImdnU9xYsWfz2U3kSjKCIOG366EfPQEbvzwTRDIIaKqGJApMxjNEsyUkUaipWAM0uy0IAqQLCrduCnBhPk2nz0aupIdxzCUL7On28vRwBNAtsSySgWR+MZq61WOrbgul9BS9cFqvHpcr1nIA8Upjl9emN42OhDNsaHHx05NzOEwSyYKM32GmwWkmlC6yocWFKAgcX9K8uIBwuojJIOCxGfFWYpp/dHyGP7lpLTaTxEQ0y0QsR6PTzHg0w/ZOD8cm40zGcrz3+jWEUoWKJ3YDowE7r9rRypnpFBeCKf705n7uOz7Dfcdn6A7Yq3/T7V4rjU4zByse01OxPBtbnTXOKJFMkW8fmmJ7u4fX79YdLja2uPjmoUn+5sdnCCXzvNx8gj8Uv4v57NnlH1hnK+z7IOx8O6poYiyaZfx8kExRrnj+6mRY0fSUt4lojnxZwW83cc3aANs7PHhfpHZidfxm8RupGPf19dHb2/ubOHQdddTxEkahrDA4n75k5fNSODubQqx8ga6G09N6qEeX30aHz1qVUSytFs8k8kQyJbZfZHu2IK/Y1uGG418Htby4c/fvV29qmsaxioxiW4eHp4fCyIrKTUv0k6emk/jtJsKZAg0OPc1NWSaj0McsbVICaPHoJGxBTnF8Ure2W80XNJYtMRjMsLHFhSQKyyrGFqOBviYHp6aTq163TW0uMkWF0YheTWz1WKvNZKDbbW1qdVVttpYGQ0QyRfobneTKKkVZY9Kzh8d8b6ju7ygOIzz8v1nTYKdQUkjly8xfJMdYip4GO/1NTm7f1MJcIs93Dk9xbi7NL8/OE8uWuXtHG39y01pkVY/I7fIvhp2kCzJtXt1RYqFa6neYyJcUrEZDVWqws9NLNKsnqIWzRfwOE48PhNE08DvMnJutrYI2uSzkijIaGnu6vWhoXJhPMRXLsbHFVQntMDOXKKCqKqqm4TAbqul2oLtJ+BxG0kWZ+VSB3kbdyzpTUHS/WnFxomE1GrBWYqMLZZVNrXq1Wa3EiTW6zDRWiHGnT/9sHB6PU5Rr/XpD6SIBh7k6CXnNznY0Db7w5Cj7RyJ8/JcXMBlEPnRbPwfH4vzHU6P8+MQs1/UF6PLbOTYZx201Ek6X6PLbuWpNgNfuasdoMDAWyfDyrS1IBpH7js9UVzgEQWBfX4DDY1HuOzGDKMD1lWo06P8Hvv7sBD67kbt3tlW3pwsy6XSWtfM/49OZP+MD4f+NOXIRKXa2wp3/DH96Aq54N8OxEv/2yBD/8dQYxybjBFMF4rky6UKZgqygqHrT3E3rG/nAzWv50G393Li+sU6Kf4fxG6kYa5qGqr6AgO066qijDvQud41acvhCcGo6ybpmZ00wxsU4NqkT1p2dehTsSChNvqzUNBydnNK1vwt6ysXjV+QVPisc/Up1e7HjOsz+xWJAMFVkMJTBZzOxuc3FNw5M0OqxsiawREYxk2Bnh5ejk3Gu6PZxppIWt2Bzpmm6PGLhPJfCLBlodJqZjudY2+jg/Fzqkprsg6PRqizkzEyqGg299Ljb2j1898iU3sS2QrW+0Wmh3Wvl2GSCtY1O2j16Al66UKYoq0zH89y6sQmv3YTHZmQsnK1WACMZ3Yf37GyS0XAGh0Xiweb3sEM5tbj0ffBzbHVt4EFhJwK6XnmhYeti+Ow6kesJ2Lmuv4GjEzG+dXCKv3/15up7r6oac8kCTWqIntAUTEZBEFGUAK2WBmxOB88MR3j1jjZsJqkSyb1YK/LaTRgNIqqmEk4X8dkrjXt2Ew1OEwPzaeLZUpVAGUSBRL5Mg9NMtqiwodnFM8MRtrS72dbh4dhkAoNBoKio5MsqdrNEp8/GdDxf89lrdFgYnE8TTBXZ1xfAKIlEskWa3WZShTKqqhHPlfDZ9Yr1SDiD0yLhtBgQgEJJRRIFfDYTjS4LI+EoHpsRi2TgyHiMf37gAh+5c0P1vV/waV6Awyzx7n09/PTkLA+eDRJJF/n9a3u4fl0jfode5b1lQxPXrA2gaRrHpxJs7/BweCxenfj57CZa3BbOzqZY2+jkdbva+dLTYzw9HGFfRW+8vcPDZx4bJlz5bCxoyjVN43tHp8mVZN5/41qMogDJGaIjR5h49oe8LfYkbiW2/EOxUCHe8TYwWohnS/zsyARnZ1NsbHHylr2dy+ze6liEuhDlrGqViOfa+8pClHPlvqZRTdtTVD1xT9bUxdsLj1P0tL2F9L2lyXybWt1c0bPyCtV/J34jxHh4ePg3cdg66qjjJY5jEwnWN7suy+IoXSgzEs7wpj2rWy4FUwUG59PYjFJVdnDqIhmFomqcmIpzRY+/hjhqmqa7VLS5EUcfhcRkdZ/5qnfXPM/J6QS5ksLVvX7Sef28XrOjrSqjmIjmdB9iq5F0QWZdiy6jeNX2RRnFQjPYtouq1gto8+g64zMzSTSNVWUUJVnl8Hica/v8GA0iRyfiyKpWs4QPsL7FiSQKnJ5OclWvf8Vj7ej08MCZeQrbWqtJbDMJvVvfYTawtkKEewJ2xiKL4QmxbIn+JgddfjtnZ1NsbnMzkxD4YuP/4k9S78Gi6VVT36N/QW//Zwk6NjIwl65pVFwKt9WIKOjH7fDZKMqqTv4WJkSKTOHot/nLiX+hqzwKU4uP7Qb+RjCQaL+Z78dfT2bja3CYJQQElsiOCaWKtLr1tLtIpojDbCCSKbGry6un/Eki3z86zbuu7UEUBZ4ejmAyiLR6dMu6q3sD3H9qjlS+TE/Ajs+uO2nYjAYSuRJ+h4neRgdzydomykanmXxJRVVVuvx2DIJAJF3kjs3NnJtLE87ogRELhHwskqUnYGc6nscgCmRLMh0+mx784TSTzJdJ5XXNsstq5PB4nDMzqao8J5QusKurttHR7zDzjmt6ODmVoKSo3FB5Hza3uWtI/HQ8V9E1m8mXlRqbvg0tLo5MxLhrWytrGx3cuaWZn5+eJ1fSJ6GHxqKYjQZyJb2J0GoyoKoaPztwBuPAw/yxdxr3vachNADFJH5gpU9lyhggtuOPab3pDzFZdAeQg0NBnhwK47Eaeec13fQ3rR4L/9sKRVFJF2VS+bI+QS2WSRd0XXu2KJMvKRRkhUJ5MVK6WFYoKVolSlrXyy8SYH2tQVVXjn/Wf+sVf60SEb1wGy5O0Ls48W7lhLx8SfndIcZ11FFHHS8UsWyJ0UhWd3u4DByfTGAyiMs0lLVj4uTLChtaXHqzlKJybjbFDesWu+YvzKfJFJVlZGHBNu21u9zwwGLTXc7cgG3dndX7mqZxdCKGWJFRPDoQRtXg5g2LJO/kdKJa8W11WwinS6habajHsYk4bR7LqlWuNq+Vc3MpNE1jXbNz1WagU9MJSorCnm4fwVQBTYOyojKXLNQQY7NkYEOLi1PTiVWJ8bZ2PbXt7GyKXV1evDYjU7Ecp2dSbGn3VIn/moCdH5+Ypazo1ctopoi/18+mVhcPnQty66Ym5pJ5Tuab+H7XX3PP+P8CQFCKvHXkz/ly/+eYKrWsWr02iLomdsGyrcaRYuBn8MBHsMXHWe2TZNAU/FMP8oc8yNw3f4rt7n9Eq1SxFjCTyLOx1cV4NMd8ooDFaEDVNNxWCb/DzJ1bW/jc4yP857PjNLosPDUU4apeP7OVicIrtrYgGQTSBRmjQaTZbWWu4lAxk8hzjUt/bw+O1VY/m91WNE1v8PPZjOTLelTwri4vg0HdNiyeLbG20YGqakxEc9y+qZmJWBajQSBVqVrDYrT1Q+dDOMwSfoeJ+USBH5+cYXObS2/0y5VpcCz/jGmaxjMjETY0O5dZ5y1gYC6NyyqRzJVwW401ledt7W4eHQgxFMrQ3+RkX18DRoPIL8/M8/iFMA6zgVdua+HeQzIziTzffuAptg5/mjsiDyFpMkyu+JSL8PdRvuK9PG26mWfGMwi/HMEiGciWFCxGkRvXN7JvbWCZC8eLEbKiki0qpAplMkWZcLpIMFUgkimRyJVI5nXpR6aokKmQ3pKiVknpAgT0vw3JoMc/mwx6bLTRoKfmGSU9QtphljDZjJVoaQNGg/4YkyRiMhgwVR4jVR4vLTmGJC4cU8BgEKvR0qKwGDttEBcipAUMlXhpUVwctxAnbTe/OBsYf2ViPD09zZNPPkk0GsXv93PdddfR3r5640sdddRRx0o4PhnHYTbooRkvEJqmcWwyzrYO96rpXqqqcXwyAejLuIIgMBjUZRRL9cVHJ+OsCdiX6XWPTcbx2010imEYfGBxx6531HS5zyTyjISyerpcs5PPPzFKp89KV6UBTK1omnd36aEe169r4ORUosZJoygrnJ1NcdvG1ZP/2j02UnmZZD7Nu67tWfW6PDsSZUubu+p0IRlENE1jPllYNonY2u7h6wcmSORKNaR5AXazxLpmF8cn4+zq8tLhs3FuNkU4XeS1O9uq49Y0OJArXf5+h5mSouG3m9jd7eO+47NomkaupFezhptu5JD2Hq6Y+AIA1lKUNw9+gM/1fobBYPsy27YF+OzmKjHOlmS8Ugl+8idw7D9XvmBWLyhlKNU6M7RM/gT1Mw/zSsfbOFV+U3X7ZDTL9g4PTw1GmIznsBh1EqCqCy4dVn7/Wl1yEEonuWNzMz67ia/uH9edK4oyJoNIKi9TKCu0uCwcm4hhlgyUZBWDKNDo1INDChVf3GCqoDf1CaBWyHG2qBM9h1mi2W1hNqE3ZHpsJmaTeYqyypoGO8+ORHBZTVXNMIDPZkISBY5NxNm7xsdwKEOH38bZmRTRbImSrJOrRldtMArAeDTHVCzPe69fs/L1RLdG3NDsYjiUpa/RUbPC0uiy0BOwcWgsVq3YXrnGz45Oj940ajPxnSNTXLXGx2vknxN49h+Q1OKqzwWQNTdg2/xKhI2vhJ4bMIoidwL7NpQZDmXIlxS8dlM1BOXFgoVQkHCmQDhdIpwpEkkXmE0UCKWLxHMlCmWVoqxXdzW0avyzzSThsEi4LHpktNtqxGMz4rYasZsknFYJl8Woy2nMEmajAZNUj47+VXDZxFhVVf7sz/6Mz372syjKopjfYDDw3ve+l3/7t39DFF88H8w66qjjxQtN00nrtg5PNVXrhWAmkSeYKnL3jrZVx4xGskzHczjMxqo84fiUToIXlqUzRZmBudQyVwtZUTkxmeCatQGEo5+FyjKigojtyt+vGXtiKkGuJHPLxiZmEnmmYnqk9MKX1GgkS7ogYzdL5MsKvQ12Hjg7zxt3L0pAzs6m9DjfVWQUoLsgxLJFHGbjsmS+BUzGcswmC7xqu35dnBYjDrNOzC52pgDob3JgNRo4OZ1c1dN4Z6eHbxyYJJ4t0eG18fC5IP1NDjp9iw1u3soX91gky0JRK+A043eYsZoMTMX1hjFV08iXFOZ3fIALuQnWhfUJh680x3vG/pT9TZ9nZ+fVK56Hz24kktaJsXn+OK89/RHI1ZYZp8U2Arf/OZbNd4HdD5rG5374AC9XHqNj6D+hklgolnO8Kf55rss/Qm70U2htewhn9GaynoCd/SNR+pvAZBDJl+SqI0VPwM4Hbu6rPl8kU8RoEBGA2UQeSRSQRN3JpNltYSZZwCSKmCSRZL5cJaThdJGnhiKcmU2ytsGBJIoUZZVErkS6oI8LpYs0Os3MxPPkywo+u4mxSBabSdebz6cKBOxGQhldrgF6lc5jM3JiKsEb93QwEdU16edmU5yYTOC168R5abT2Ah4dCNHps1UndBcjXSgzmyxww7oGjkzE2Ltm+ZL4nm4f3z86TSSzSNbNkoEml4GpWI4L0xE+XPgUnuEfrvAG95Jv3skjsUZmTd3QuIG333YVwgoyK6fFyI5VJlD/lSgrKqF0kUi6SCSj/4TTxQr5LZMtypRkFQRdsmUU9Upsm8dKi9tCs9tCq8dKk8uCz27CYzX+VlS8X2q4bGL8t3/7t3zqU5/i3e9+N295y1tobm5mfn6eb37zm3z605/G6/Xyd3/3d7/Oc62jjjpeopiI5ohmS6tWB58LxyYTBBymGnJ2MY5PxlE16GtyEHCYyZcUBubSNbreE5MJjAZxWfPfwHyaXFlhR6sVfrJYkZxvvYU21+LjFVXj2ZEIJklkV5eXRwfCSKJQbTgC3UO51W1hKpaj229jPJJbJgE5NhFnfbPzkpZ1RoPuL9vlt6/65fnsSJQ2j6UmHKTZbWUylmX+Im0r6NXkre1ujozHuK4vsGLFaV2TE5dF4sBolPXNTmaTBW7f3FwzVhAE1lR0xnazhFkScZolBEGgxW1hYC6NgF6BFgCzZOTrLX/F/+dSMIw8DECgMMlNT78FpfcHGDp2LTsPn93M0GwcHv84Lzv4cUSWuC2YnPy09U/4dulavrn3murmgqwyIbSR2fe/4GV/Co/8HZy8t7q/tTCM9p93kNj4Vmy8mS6/jQ2tTh4+H8RlMWKWRJIFecVqOugJemZJxCyJDAYzGAwCbT4bRybivGF3B/mSQk6TaXRaCKWK2E0GJFEPuDg9k8RlkTg0FsVoEMgUZM7OpCjKGpta3ARTRQJOc9U5xGs3cnAsSk/AjiAIlQZBM8F0SV9TX3gvQNehFsp4bEYcZomAw8Qvz8xxw/pGmlzmZZPRwWCa4VCGd+9beSUCYDScRRTAJIkoKnSvQKC3tnt4bCDEA2fneeveRWFLNFPk8z8/wNun/hpPcdFVQkNA2HEPXPs/0Hxr+MxDgxxJxNnW4ubd+9ZgeZHFKxdlhel4nrFwltFIhqlYvqrXFQR0/a6ikS8rmCSRFreFnoC9Sn6b3RYaneYXVXW7jl+BGH/5y1/mT//0T/nkJz9Z3bZu3Tquv/56bDYbX/7yl+vEuI466nheODoRp8WtJ4e9UMiKysmpBNeuQuRA/wI7PZNE1bSqbOL0TBJBoNpMpGkaRyZibG13Y5ZqtW/HK/IKz/gvIBepbvff8Ec14y7Mp5mI5lnb4KDLZ+OpoTBrGhxVdwtZUTkzk+LKNT6eGopwx+YWjk7E2NzmxiTpX47JnB6U8ZYrOi/5umcrFV/bKtriVKHM6Zkkr1lidwV6QttYOEMkW6IoK8te6941Pg6OxRgJZ1jbuLwSLRlEruz188SFMG0eC2VFJbCCtVVPg52fnpylwan76S6cw8ZWF08NRfBUloCb3RbiuRIKEqM3fpY+5fdh/CkAHHIc7Ssvgxv+Aq58P5gqEx9NozNxmA2n/gqK47W+ox1Xwms+z09+EqHVW6uNjVakF36HSXcxuPtzTHS9BsPPP0S7rFebBTS8577Bh6WfYj3xUZrtN+uyhqKMz2EiV1KWeRgvQBAEmlwWssUyA/NpTAaRHr/eGKc3O+lV8navDdA4N5emwWnm+GScdq+Vm9Y38uHvncQoiaSLZQ6MRfHbTfQ1OQinC+z2+wini7isRjxWI+ORHDdvaCRTlEkXdcJtNooUy4uuUPmyQiRT5Bdn5gkmC5RllZs2NPGdQ1M0uS1Vp5QFFGWF+0/OsqHFyZoGB6thOJSh3avHXDst0orXxCAK3LGlhf98doLjk3F2dHo5NZ3gh/f/jA+E/jeNarg6NmPw8PP1/4C952ZsYQMHDg7wyECIW9Y38r7r1+Je5Zr/VyJfUhgJZ5iI5hiPZplN5FE1cFSCV3RHEplkvowoCrR7LHT6bbR7bXR4rTV/By8mqKpGUVYplPXPaElRKSuafltWKSu6q0RZ1vfJC/sq42RFRVniTqFU/KEX7+uPV7Ql+1WN6/sbuOUScrH/Llw2MY7FYrz85S9fcd/LX/5yvvCFL1z2SdVRRx2/OyjJKqdnktyyoemyvjQG5nWd8M6O1avN52ZTRDJFnBYj2yruDSem9LCDBSeD1eQY6YJOcl63qx0e+o/q9pC5i8a+G2rGHpmIoagaV/b6OTeXIpgu8sYrOqqva+FcrUYJRdX05fVEgZdtXrRaOzYVxyIZWP8cWuvjk3FaXHrQh6pqy4JIDo/FsBgNy9wqmt0WirJa9TO+eKm8xW2l22/jwGhsRWIMsLfHx+MDIX56co5ml4VMSVk2pidgp6xouq7Vu1jJ397h4f5TswgC2MwSG1tdHByN4bUZGUuq9N3zA9Lf+UOcQz8CQFBL8Ojfw/5/h+59YLLD7Al6Ihdqnk8VJMQb/xKu+R8kSxrhzAw7u2pfeyRdRBB07e0COrbfyj2HPs0fGH7GdXNfqepcrXISfv5hrrf3sd3wTiZiLjq8NmYShWoU80podpsZCckk8mXsZgMWo4jHZuT0TBKTJBLPlujy27CbJZ4diVSIcYI93X66/DYKZQWzJFIsqZydTdHX6KTRaeHIRIwGp5mirGA0mIhmS+TLCj0BO8FUAVnRkAz6xGep08VENIuiarxn3xr+f48McWI6yT+8up2fnJjh8Qthdi9pMtU0jZ+cmCVTVHjXtavLkjRNDxXZ3uFhMpql02fj2dEop6aT+GwmbtrQWJVObGhxcV1fgO8dmeInJ6ZoGfoOf5X5ImZtUU+sNawnecfXsGVcjIQzZIplTk0neeW2Fv7kxr5ln+3/SqiqxvGpOIfG4kzFdelNk9OMwyzR4bORKcjEciUyRYVml4Ut7W7WBBz0BOz/pel4mqZRKKtkSzK5SpOeHvctky0q5MsKRVmhUFYrThUKRVmt/qBVrNc0Xd+uqRoqi64TBlGX5hiqDXVCtaFOABBA0PQ7mgYLSlqhslPQYCFjXRL1SZOKtvyFvAhw2cR427ZtDA4OcssttyzbNzg4yObNm3+lE6ujjjp+N3BuTtfTbuu4vFCPY5Nxehscl6woHZ2IIwoC/U36uHi2xFgkx9uv6qoZ07CCHOPkVFKXV4gTMHWwuj25+e00LiHy2aLMobEYDovEri4vX356FIdJ4treRRnFQuV5NJJhbaODwaDe1b8QO72otXZfUluoqnpU9JVrfJyYThJKF2leUm1XVI1DYzH2dHuXLdM2uy0YRAENfTKwkoZ07xo/3z0yRTJXXvG62kwSW9rdfHX/ONf3NTAdzy0b47ebcFklxiLZGolMT8COomoYBAG7SaLRYaZQVrCbJSaiOZCasb3pSzzxH16um/sKwsKXZyEJA/eveD1mLWsp3flJurdeB8CF+RiKqlbjtxcQzRbx2mp1m4IAFouFH5nfRPH6V7Hx1P+lK/pkdX8gO8Q3xb/hX2PvJNP2e4xFsngu8Vlrdlk5OZWkVFZw24wk8jI7KmlxApApKbR6rGxr9/CZx0ewmyRC6QIdXpvup6xquCwSoXQJe1llbaOdBqeZeK6MyyLpkxqDwFg4i8Uo0uyycGAsCmgVSYOtGrwiK7q/tN9hxmwUecXWFv7vLwZIFWS6/XZOTCV4aijC2kYnNpOBh84FOT2T5J4ruy7595TIlYnndBu6Q6NR9ogDlI8+zN3qKIZcCOURjbinFXdDO6KrheslN865C6yJPkmrOlt7sL7bEV77Rdosbhao+A+OTgMC79nX+99GilVV48R0gscGQsSyJTa3umnz+MmVZEYjWeZTRXx2I/1NTp0IN9gvK63z+aKsqMSyJWLZEolcuWrDF8+ViGZKxHJ6M6XuHVxxWBHAKC4QWP06LjhCLFiywYItm+4oIeiClirB1W3ZBMqKhibr5Bn0v5ulDhOLdmygVWzZoNKNscQ+YyFSHHSJz4sRl/0ufuITn+DNb34zXV1dNZXjn/70p3zsYx/jW9/61q/lBOuoo46XNg6PxVjX7Ky6JrwQpAtlLsynef3u1b2LI5kiF+bTqJpWtWA7MZXAbjJUu+VLssrJqSTXr2tY5l18dCLOljY3puOfqG7PY6H35nfVPM/J6QSxbImrev1YTQaOTMTZ2uGuEoxMUWZgPs0dm5v5xZl5XruzjYfOh9i+xOZsOp4nnC7y+ktEWgMMhTKkCzI3bmjk3FyKyViuhhifnU2SLsrs7Vluu9boNCOKAhZJZDaxcrrc5lYXPzMZODQe49ZVljq9NhPFskqTy8JQKIOsqBcRToFOr43DY/Ga5q6Aw0xZ0b8Y/XbdRWF9s5PhUIZErlQ5joHgzg9y78TVXDv6r3Tmzq14DnmDk4lN7+fr2st4X8e66vaBuSQWowGfvbapLJIpLWs0Sxd1P+mSrJG0tvPZ1n9gnfMAb0t+Dik+AoARmf+pfJGHZ4ocF96AompIhpUJW0ulIq8CRlEkVSizrc3N4xdCpPNlsgWZFpeFDp+NvkYHxybjFMoKzW4zirqYDCerOgHWA0XMaBrEc2UMgoCIwEg4Q0/AjigKBFMFjAYDmaLM9g43J6dTlVjpAgVZpdtnJ5QqclVvALNR5OBoDI9NP67TYuQzj+uv02WRePtV3c/pDDMezWIQNPyTv+DdZ/6BpuL48kHzYzCv37QB1650oH0fghv/F4iLldXRcIYjE3HetKfjv7TiugBV1YN1HjkfJJTRvazXNji4EExTlFXavVauWuNnY6uLxt+ANEKuWCnOJQuEUgWm4rnq/4WirOjNe+jVW53GakiiiGRYrMoKAliNBkxShewKiw4VqqpVSLFQ9ShWNW3xN+i2alAl1IKwWBkWF4yKAUlcsGcTqrelChHX74vV+wZBrxIvVJ1FQWB98+UFOf2mcdnE+H3vex+FQoG77roLp9NJU1MTwWCQdDqN3+/n/e9/f3WsIAicPHny13LCddRRx0sHoVSB0UiWd1zdfVmPP1ZplrtUBPThsRiFsh7Hu7nNXanKxtm6xAFjwet3Je/i+VSBV29wwC+/W91+oekOtttqxx4cjQKwt8fPwZEoqbzMyzY3V/efnNLPtaSoGA0iDrORRK7M9k5PdcyhsRiNTvOyxL3lrztOp89WSaOzMRnL1RjlHxiNsqHZuWKsrdEg0lCp0s7Elzfgga4j3tPt48BolH19gRWTBEfCGTa3uRiLZilVvsw7Lqq2+x0m0oVyjf70zEwSl8WIqmkEHGZGI1mu72/gWMVKbzZRoNNvY2Ori29NrWNy05e41jbGtfIhiAzpMdzOZujex3+GNmC2OlGDaZxm/TlKssrAfBqXxYjbWvsVF82UqsEkCwililiMEh0+E5FMiVC6iNFzNYZ7fo+DX/8oeya+iIhORm4J/ydzdoFods+q/tLNFX9sRVGrVTmz0YDfYebkVAINcFZ8gV+5rZVHB4J6AIOsL4Pr51nEbTWSrZB2v92EKOjuFaKok+bRSJZbNuiTlrlEodrstbnNw8npFDPxPKemE0iiwLomB6F0kW0dHtY2ODg6EafNa8VoEPmzW/qYjutNY+2VbSthMJjmxGSCO7e2MD0f5Pdn/gbfycdWHPuc8HTBy/8V+mpXnPMlhe8emWZji/OyY+EvF/FsiRPTCY5NxJmO57FIIoIAc8kikk/klg1NbGlz/1q1zpqmVePaz84mGQlnmInnyZYUyrLewGeUKt7BooDTIuG3i5UJqIC+SqD/aNQSVRD0RlCjiEUyYDHqsp6F3wu+xLqX8cJ93SVj6X1TZZzBsEh+DcIi4X4p4rKJsd/vJxAI1GxrbW1dZXQdddRRx3IcGte1pX2Nqzf5rAZN0zg0FmVnl7fauHYxZEXVZRSiwJZ2D2ZJt4kKZ0q8frenepwDo7rX78VLoYfHY7rbxdR9VWsvAO9176sZN5fMc2Y2RYPTzOZWFx/98VkanGa2L7FbOzYRZ3Ori1PTSbZ1uDkzm6w0HOpErVBWODWd4PZNzZf8wsmVZM7Nprir4qahewkna85lLJLjXdd2r3qMZreFsXCWULpAuULUL8a1fQH2j0R5diTKjetrE+iimSJjkRxvuqKTn56cJZErMRXPLSPGDrOEpukNYKBLPJ4ejrC7y8PJ6SQGg8B0JEeP306j08xIOMNYNEun30ZfkwODKOKymXi60Ms1L7tz2XVxHZpkMqon7C2EBVyYT+sNcnYTrouCKSKZ4jLJTjhdxGo0sKvTy4Nng6QKZTbbXMxlVO5zv43Ils3cePrPsaFX19+W/Rpjp6+Da1634rW1GA1IhoXla5FiWSGRL9Pls5EqyBhFoVoZbnCaWd/iYmA+zQ+OTbOxxUU8V8ZhNrC13c2B0Zhu+WYQ8dtNBFMFVE0jVZCxmSTWNjrQNE2XTmggGQTWNOjXciKa5fRMkj5HgRvTP8Z+eB4Sa7m2aQ9fPFHEazciVN6Ti9+3i3FmJsk3D05ilkTyc+d5xfk/x58frx1k9cKaG8DXC5oCmRCk5yAdhHwMzE5o3gLrXw4b7gJD7XujqBrfOjSJpmncvbP9N0K6ZEWfNI1Hs2QKenBKrtK4mMqXKSmq/ryahs9h4ooeP1vb3CtOMC8X8WyR/SNRTk4lGQymiWSKFGQFi6T7D7usRlrdehNlSdbQNA2zUQ/hMEsG3NaKZ7FFwm7WfxxmCbup8ttswGoyYJEM/63a7N9mXDYxfvzxx3+Np1FHHXX8rqEkqxybSLCvP3BZ/8CHQhli2TJ7LxEpem5Ob7oziEK1GrzQxLRQlZ2O55lJFHjlttqJfVFWOD6Z4KZ1DQgPLibdDZk30bdpb83YYxMJMgWZWzY0Ec2WGAymefnW5qrjw3yywGyywK5uL0cnE7x8SwvfPDhZk4Z3olJNfC4/1hOTCQyiUHXX6PTZeGIwTK6kk6X9w1EanGZ6L+Eo0Oy2cH4uharp57YSMbKZJK5ZG6gmui2tGh+fTOC0SOzp8pHIlfmPp8YYnE9zdW9tsaQkqzituna4r8nJ4fEYsWyJl29p4exsinS+jKLCdCLPnm4fZ2eTjIYzXN/fgFky0NfkqOopp2J5Ov215+m1mTgyHsdnX9QNn5rRUwXTRQXXEnlOriSTKynLpBShdIEGp5ktlVS/RLaMw2LkyEQcr83IoeJOnnZ8lL/N/C1mdE1k++N/But3gL93xetrrlTZ3FaJUEYPcGhwmJfoh4tsaFl8DX2NDs7Opjgzm0IUYF2ziyanGVnVgyFAJ9FT8RySKBLNFGlqtVQjn7NFGVXTaHKZsZkk1jTYGY1k6Zr4AX+b/DTGGd2NgzF4rSiRlt7AQ5F7sFt0f+RWz6VXKJ4airCp1cWrraeQfvyHWNTFuO+EwUdw14dYd9u7QVruh/x8UFZUvn14iololvdct+Y3otUdi2T5wdFpYrkSbR4rLouEx2qkqeIBnS/JgEhvg4Nr1gZY3+z8tRDLkqxwdCLBMyMRTk0lmU3kUDQNi9GA12ai1WvFWPG2tlSI8YKTS4PDjMdmwmPTQz2sRsNLtkr7YsKLyxSwjjrq+J3B6RldvrC769JEcDUcHI3SE7CtuqQNujRBMuj+od1+G0VZ4eRUrQPGgdEoLW7Lik13iqqxhzMQHapuj6x/G31LxsmKyhODISxGkSvX+Hn4fBBN06rL3KA33XltRkKpAg0OE8l8mbKiVkmwXv3WbdsupavULeXibG5zV4nqAlmciuXp8Fk5OZ3gjs0tl/wCbXZZKMl6pXg6nl+1Ynjt2gD7RyI8PRSp2ipVUwYr2uib1jfykxMzPDIQ4u1XddeQiUimRJfPxlAow5W9fh45H+SqXj/bOz24rEaGQhla3BbGIlmuXOPj24cnOTQa4x1XdyMIAhtbXNx3YgaPVeLkdGIZMfY7TEQzRboq2wtlhQvzadYEHIxHszVkPprRyeHFxDhcCc7w2U14bCaKsoIk6hOQdq+VZL7MsH0H/1J8Lx8p/zsAxnIavvM2ePcjYFxOKhVNX9buDtiZSeRJ5srkywo2kwHJIBKsWO1pmkY4XWRTq5vugA2HxchIKIPfboJK9380q7s3NDgtHByNYjbqxFgSBf7fw0OE0gWSuRIlRa1Ohnr8NhzPfIybE8tTAAVV5p2lb9ETmeZna/8386nCJYnxdDzHVDTDh60/wXHon2v2jVi38rmmv+EDV15zWaR4wd3ipyfnSBdk3nlNT8XK7teLU9MJvntkir5GJ++6tgevXf8bPDAa5dBYjJKssq3Dy9W9/uecJDwfxLIlDo3FePxCiNPTSZKFMpIo4LUZaXFb8NnNOCwSzS4LbV4rbR4rrR7dzm0l2VId/7W4bGL86KOPEo1Gef3rXw9AMBjkne98J8eOHeO2227jC1/4AhbLC/ckraOOOn43cGA0xqZW92U13SVzZc7Pp2vS4i5GJFNkuNIUtrPTiyAInJ7Wye6Oiq43V5I5NZ3kFVtbljXdHazIK6wnPl7dnhDcbL31bTXPc3omyVQsz7YONy1uM09cCNPT4KiSFN3uKcHOTg+HxuLs6w9wdCLOxlZXtTI2Hc8zlyzUhI2shJnE8nEOs4TfbmIimmU+VUAUhOrrWw2tbiuCIGAzG5hNrKwzBrCaDOzrC/DkYIQ9PT7cViMj4SzxXLlagTcaRF6/u4N/+Nl5fnpqtpqyBxDOFOlrdDIVy/Kdw5NIBpGb1zdhNRlY0+BgYD7NplYXY5EMt25sYl9fA98+PMVMIk+718b6Fhfq8RkanBZOTiW4Y3NzTYNfwGEmV1aqUpATUwmAiotDqea16CsH4LlIXhFOF6tNmE6LhKppjEeyyJrehNTkMjMZk/iZ4Sa2CUO8vPRL/YGhs/DgR+HltWQRoKTomuQuv42HzyvEc0XSBVn3nNb0QBvQG/+Kskpvi5NQqkhRVrFIBhpdZnJFGVGk+v40uvTKptmgN/SdnU1x26YmwukCE7EcoiDonzm5xIYDf8HW8HdrzilubMZTDlZdPm4oP0lj5J+ZSPwLXGKV4tzYDO+c+Si+2BM122f67uET8lvxOBwv2H9c0zTOzKR4/EKI2WSB/iYHv3d197IY9l8HBuZTfOfwFHvX+Hnl1hbC6SLfOTzJqekkNpOBq3v9XNHju6z/Q0sRShU4NZ3koXPzHJ9KkMqXK6sGRja3uljf7KLDZ6sS4Wa3pR7s8SLFZRPjv/mbv+HWW2+t3v+Lv/gLnnrqKW699Va+//3v09fXx0c/+tFfy0nWUUcdLy3MJPJMx/PcsaQ57YXg8HgMu8mwLKFuKY6MxygrKlaToWoXdnhcJ6T2CiE9OhHHIArViOgFTMfzzCYLvLpXgJ//rLr9VMNdXOeolSg8MxxB0zSu62/g5FSC+VSBN+yp9S5OF2TsJomCrNDltfHg2WBNw+GhsRhNLvMlk/sWznclS7lOn42JaI54rsSuLu9zVp1cVgm7yYDJIF6SGANcu7aBoxNx7j81y1v3dnF4PEanz1bjgrG720e3X4+2Nksit21sRqg0i+3rD/DUcIRkXubDt6+rVsQ3t7o4MZXAYBAYC+coKyqv3NrCtw5O8tC5IO+8pgeHWbeyk1WVXFnhQjDNptZFjXDAYdKblNCqVfctbW7yZWUFfXEJn81UU9EulBVSBbkazayhxwsfm0rwup1tzKUKNDstOC0SoPEfjj9kXWqEtXJlBeHwF2HtzbDujppjlmQVm0nCXTmHqViedEHGbdElH4OhFLKiEknr1eCeyiQhV9It3nx2M9FMCbNkIJotE8vqUoxcScFkFUgVZNo8Vt68p5OvK+Mcn0wQz5XpdijwzddhHFsksZpkRb77i/zThW7+oCdG7yPvgYxuF7Ex/AsMBy2w+cuLxrNLMXeK3Q+9HV9+rLqpjJH/9P8JUf8bUUO6M8YLiS3OFGXuPTjJWDTLljY3d+9s+41UiQHGI1m+dXCSHZ1ebl7fwE9OznJoTJdSvWZnG9vaPb9S5PJCw97+4QiHxmKE08VqU+mtG5vZ2+Ojt9FBt/+/1tO4jl8Nl/2JGBwcZOfOnQDIssyPfvQjPv7xj/PDH/6Qv/u7v+Pee+99jiPUUUcdv6s4NKbrYHsCyz10nwuKqnF4PMauLt+qX2plReXIeByTQaSv0YnbZiSYKjAZy7GnW9ck61XhGDs6PcuI5AJRbR+5V28kAhREvNe9p2bcfLLAsckETS4LOzq83H9qHpfVyLV9gSXHirK20cFIOENfo4PBUBq3dbHhcKHp7ooe3yXlD2VF5cRUgl3dy8d1+m2cmtHt4q5cs9yi7WIIgkCLx4qmwXxKb8BbDSZJ5FXb2zgzk2L/cISzs0n2dNdWGB1mib4mB9vaPTwzHOXTjw3z0LkgE9EcTw1GyJdkNre5at7vNQ0OREEgW1SQVY2pWA6fw8z6FidPDoZRKw1qOzo9ukzEa+XYRHzZ82oaKCqMR3PMJQtc0eMjlS9XSekCQukCDRfJbkIpnZg2OvUEv1BKl2WEUkUanVZSeRnJIFYmIgIms5VP+/+KPEuOc98fQWquencmoTsauG365Mtu0r2cZxJ57BaJK3p8hNIlIhn9xyyJ9PhtqJouW/DZdReKbEnGbjKgqCoX5tPVcI9wuoQg6NdFFAVmkwUanWYCSgjvd14JS0hxDBfq23+KcdMr8dqMTNo2kH3zj0gZPNUx62Z+BD/7H6As8ZRVyvD0J9G+eFMNKS5Zm/iQ/R857n8FZyoNn13+509qM0WZzz0+QiJf4o9u6OXNV3T+xkjxZDTHV/eP09fo4IpuL//+6AhnZ1PcvaOND9zUd8n/H5dCSVY5Mh7ji0+O8lc/PM3Hfz7A/afmSBdlrutv4GOv2cq3//Aq/s+rN/OKba1saHHVSfFvGS6bGKdSKTweDwBHjx4lm81y1113AXDFFVcwOTn5aznBOuqo46WFXEnm+GSCK9dcmgiuhvNzKdJFucae7GKcnEroOl5Vq447PB7DZzfS26CTswvBNNEViGS+pHByOsGVHTaEo1+pbj9u2cvmTVtqxh4YjZAulNnXHyBdKHNqRg/dWGj6imdLDIYybGp1MRjKsK3dw7HJBLu6vNXK5fHJStPdJZL7QHcGKMkqO1eQSXT6bEzH8zS7LTQ4n5/Ws81joSgr1Qa8S6G/ycnVvX6+un+ckqyyZQUrrU6fDZMk8v4b19LgNPPQuSCziTztHiu3bWxiNJxlKJhGrpDwbr8dp0ViJJTBZdHJI8BN6xsJposcqNjfLVSInRYjA/NpMkW55nlFEUqqyhMXQnT5bXT6bCTzehjGUgRTRZouujbhTAGjQajEK2d1yzKPFVnViGWLmAwChUq6nCiARRKQ3T180rRkgpSPwX3vBVV/XTPxPE6rkY5KXHJPwM5ELEe6UKbZZeGGdQ1kizIX5vXG0IDDRKByXqF0Eb/DjNduIpWXsZoMNLosnJ3VfZkFQWAqkaPJacZYkVSk8jI9hbN8Tf0IpujA4us1tvM+88eYsG4AdHlJOFXkbKmZ/+j5JGlxiVfx0a/CF2+EZ/5/8Mj/gX/fBQ//LYK6SJbV9r3MvPGXZBp2kCspTEZzlFX1eRNbVdW49+Akiqbx3ut7f2OEGHRS/OVnxuj22+hvcvLFp8ZocJr5s1v62N3tu6ymukxR5uFzQT7+ywG+9PQo95+a5exsEodF4l3X9vCD913Nx167lRvWN/5Ggz7q+M3jsolxY2MjQ0P6ctLDDz9MV1cX7e26KX06ncZo/O/PNa+jjjpefDg4FqtxiXiheHYkSn+jY1U9oqZp7B+JYjGK+B0mNrS4KCsqxycT7F5SbX1qMEJ/k2NZ897xKT2hbFfqYchFq9sjm99VQ+SLssKTgxEcZqnadFeWVV6xZVH/e3g8hsMskc6XsVUsl9IFufraNU3j2dEo29o9z1lVOjIeZ/0qQSiCANmi8oK0nq0eK5mijCQKzymnAHjZpiayJZlIpkSmIC/b3+nX5RyNTjNvuqKTu7a10h2wE8oUODeX4vhUgs89Mcq/PjTIaDiD22akw2cjmi3htZsYDevEeEubG5/NxP2n50gXyliMBta3OEkXdM3myYqOGKBYaSCMpApcCGa4cV0jgiCQKtRWjGVF1Z0cVqgYBxx64MlQKEODw0RBVnGYJY5MxOnw2XR/Zq9O+hUV1jY4eFC6kYHAbYsHGn0cnv0UoFeMW90WWj1WgskC65qdxLIl0gWZtY0O1je7cFuNHByLEs3oRNgsGXBaDCRyZRocZvx2k171thnx20yMRbLkSjJlWSGVL7O9w0M0W2Imnmdn5Mf8r/Cf49dii+fTfgUf9f0LsqebI5Uqe1MlKvrZkSjt6/fwjbX/RlZYIguaPw0PfRSe+mdITFQ3K4gEt/8x4jvuZzhnZ12Tg3avjVShjKpyyebXpTg8HmM8muVtV3b9ynre1aBpGiemEnz5mTE6fTYcFon7TsxybV+Ad17djc30wglrtijzs1NzfPwXAzx0LsiF+TQX5jPYTAY+eGs/33nPlfzBvjWXjAmv47cLl02MX/ayl/GRj3yED33oQ/zrv/4rr371q6v7BgYG6O7u/jWcXh111PFSgqyoPDsSZW+Pr2pl9kIwk8gzGslybV/DqmMWlq1LssoV3T4MosDZ2RSF8mKAx8Jx9vXV2otpmsaBkShb29wYD3++un3E0MNVN95VM/bkVJLZZJ6t7R6aXBYePBdkTYOdviadbCiq7iCxs9PDkck4u7u9HJ9K0Ntgr5L6oVCGcLrI1WsvLX9YCEK5YoUkO4CDozGaXWZkRVtx/0rQ/ZMFHGaJ2eRzE+PphO5esLbRzueeGGE4lK7Z3+23U5RVJmM5nhgM8+VnxginC2xr9/JXd27gqjU+Xr61mRa3ha/uH2cimmVTi5OSrCKJApMxXWfc4bPR4bNSKCncd3wGTdPY1u5hMpZnbaOdg2OxmkhZi1Hk7FyanoCN/iYHhbJCoazWBDGEM0VUbTmJC2d0RwqA4VAGs1FE0zS6/DYuBNN4bSbyZYU2rxVJFCgoKr1NDkxGA192/wm4OxcP9sjfwfQRZuJ642Cz28JcssDmVhdlWSVTkOn060l1G1tcHJ9KEk4Xq58Fq1GiKCs0u614bEZKiorbYsRqMiAKAienkkQyJQRB4Jo+P5lUEsdDH+b1s5/AyOJEJd59B/k3/4jJoo0renycmEoQyRRpcesJhbOJPFf3+vH17eH/NP0rs9LqDawzxm7+pe3/0fiqvwfJxFgkQ2+jk7WNDlQNssWy7qDxHMiVZB48F+Tq3sCv5Pqgabrk5uhEnGOTcS7Mp5mO55hPFjg+GeeLT43yncNTrG10kCnKnJlJ8da9ndy+qfkFV4lLsspjF0J84oELHB6PIqsqp2YSZIsy77uhl2/+wV7u3tmOod5A95LDZdf7//Ef/5HJyUm++MUvcsUVV/DXf/3X1X3f+ta3uPrqq38tJ1hHHXW8dHBqJkm2KHPVmsBzD14BzwxFaHFbqnKIFccMRzBLIoqqsbuiJz44GmV9i6sqcXh6KFw5Tm0j3WAwQzhT4h0tExBajCE+1f5m7l4SL6xpGk9cCCEgsK8vwNGJGHPJPB+8pb9aVT4/lyJTlPFY9WXxdU1OnhyK1Dhp7B+OsCZgr4Z8rIaDY6sHoeRLCscn41y5xs94NIumac9LohJwmPRkLElcNQFvKQ6Pxej223nXtT18/+g0X3p6nHVNDra0u3FbjaQLMtPxHP/3F+dpcVvxWI3ctqmZl2/VDXt7GxzMJgq8ZW8XX392nO8dmeaatX4EAQolXWc8HsnS1+Sky28HTePcXJpnR6Jc0ePDajRgNxkJp9MMhTL0NzlJFcpki3oV9WWb9WCUVF5f/l9aMQ6lioiC/pqXIpQqsqPTQzxbYi5ZwG4ysKHFhddu4tuHplhIv/XajBhEkXxJl1VIoshQSkS++wtIX7sTNBXUMtq9b0bt+BStW67CbjaQLyv47CY09JCT1kpF/8o1Pg6PR/XUvy4z7P8Urz/zI95SGMP9iAnpzAZene2gxG2k8nY2tbp4cjBEpijjMhlYlz7MVSf+El9pUdusIXBs7fs5u+YP2J1UKCsaN61r5KmhCD84ql/r0XCWWzY00u610RNw8IBlDX/u/3c+1HCYnYkHIToCRhu0bCPa+2p+/6kA79q+FkEQKCsqU7E8u7q8lfRCiVi29LwI54NngxhEoca3+4UimCrwncNTzCULSKIehbxUGi8KsCZgZ1enHh7T7LbwRzf20uh84e5YQ8E0Pzo+Q6aoN0wenYgRy5W5rr+BP75x7bLGzv8uKKpGWVErPxqyolJSVGRFQ9H0hlRF1aOeFXUx9vnifaqmoaq1+xbuL8RGw8LjqSY66vv0SapW2a6qi9srD6sZvxA/raGvDm2/qPH5xYDLJsaBQIBf/vKXK+577LHH6lZtddRRRw00TePpoQhb2y8vVjWZK3NyOsFrLpGKFcuWOD+fxiiKbGx14rYamUnkGY/meNe1PdXjnJpOrnicp4cjrG104Du9GOgRF9ysv/kdNePGozlOzSTp9NnY2u7mb358Fp/NxDVLKtmHxmL0NTo4P5+ir9HBUCiDwyxVnTTC6SIXghnuubKTS6EoKxybjHN9f8OKJORoZan8lg1NfGX/eKUK+tz/fwVBoNltIV+SmU8VkRV11WakXEnm9EySV25rxWI08Na9nQzMp3lmOMJ9x2eRVQ1RAKMo0Oqx8ue3reMTD16g2784gelvdvLgWd3j+e4d7Xzy4UFmEwXsJonRaJY2j5XhUIa+JifdfhvnKnZk95+ew2U1sq3DzWAwzZqAjWeGI/Q3OTk/lyKaLdLhtVWtrxIVYuyxLpLg+VSBgMNc8/rKikosV6LRaeHcnO4SkS5qXNXr5/RMkrKiMh3L0+Awkykq2M0GYtkSnV69ojubzDPv3kv7DR+Bx/5ev6bZEH8w8qdI1/8Uq6cXgwizyQImg0CmpFR1tX1NTuySwLaZe9k+/m0opWivXmxgbI53A5z7GnFTK4b1L+OH0y5+rzTDHZxk7YODte+PaCdy+2fQmq5j6MQsNpOEQYS+RicdPjtffmaMbxyYrJEw9QTseKxGJvJmfijdwc4/+IuaY9776BAmU7DaSDoVyyGrGj1+Oz8/Pa9X1eczDAbTVbu7lTAdz3FoPMbrd7VftkfvXDLPF54cpdFp4f039tJWqToXZZVsUSaULjIWyXJyOsF4NMdN6xu5rr+hGvn+fJEr6bIJvaHWRDpZ5vB4jA6vjf95x4Zl7jUvFJqmUZRV8iWFbCVwJltc/J0v6xOasqJWSO7i7YXt5SW31ee/QFSFKIBYjXSuvW0QBERBQBT0/w+ioG8XoPq/R7+/uL3mviAs2Va5v+y2gChWjvkizSr5tSjE8/k8sViMpqYmJEnC5VrdQqmOOur43cRIOMtcssBrdrY99+AV8OxoBLtZYtsKjV/VMSNRREEnk3srsoNnR6I0uczVKvMzIxEcluXHmU8WGA5lePdGFR5enPQ/7XkVr+iorXQ9PhgiX1K4dWMTc4kCZ2dT3LG5udp0E80UGQpleNW2Vn58cpY37eng/lOz7Ole7ITfPxLBZzeyofnS/y9PT+skbaH6vRQLcdY7Or2sabBjMgiMR3LPu0rW6rFyfi6FokIwXawSjotxbEJP29tauWaCILChxcWGFheKqlGUFUwGkaeGIhwYi1KSVQpltcbSbX2zi5+enGMilqO3wcG+vgDPDEcIOHR/3q3tHoZCGe4AugN2nhiMsLvLSypf5luHJtnd5SWaKbG51c2TQ2EeHQhx3/FZ2r022r1WwukiLW49kMMsiViMiyQ4mCosk1FEMkU0TfcHfnY0AkBTJTFwJpFHEkVOzSS4bVMz0UwJh9lANAvJilZ4LJLlwnya9us+DJELcPp7APjKc/D12+HuL9Di7mYqntdJRSUa22oUaQs9zv9L/jUd5fHnfI+8pVk49WXeAbr48SJ594htKz9o/yve0n8D620mfnh8hsPjMZxmI26bEY8g8IGb+4hmitx/ao5YbiHoxESjy0KurHBmJomiqFVZwFgky8mpBN0BG80u/TMxGs5WJB4auZJCk9PMdLzAj47N8D/vWL/iuWuaxk9OztLls112ZTBXkvnq/nFa3VbecU13dQIkK7pbx6GxGKORLE6LxPYOD9f0Bl7wxHvBV/knJ2eQVQ2H2cCTg1FA4617u3jd8yD1+ZLCfKrAXDLPfLJALKuHrpRklaKsUigrFGW1Un1dhEHUnUtsJgmrSU9MlAx6Ep7NJGKUREwGAUnUbxsNgj5G1H+bpOW3pcp+UdBJqFgJi1kgr3VcGr8SMX7sscf4yEc+wuHDhwE4dOgQO3fu5P3vfz8333wzr3nNa34tJ1lHHXX89uOZ4Qg9AdtldaMXZUUPx+gLrFrVLJSVqr+xWTLQ22AnU5Q5OZWoBngUygqHxmLcsK5h2XGeHo7Q4DDRM/of1W1lJKxX/UHNl0kkU+SZoQiNLgt71/j4z/0TCMArt7VUxxwci+GySsRyRVxWCUXVycQCWdflDwlu2dD0nEvRB8dibG51r9jpvuCs8bZeP5JBpMNnYzySvaRjx1K0ui0cHotiMghMx3IrEuNF8r3c1g7AIArVpqYuv40HzwUZCmUAPWFvAT67iQaHicH5NL0NDvau8fPEYBiH2UCxrGAyCMwlC6QLZbp8dgRBD8K4a1srPruJh84FGQ1nSeR0m7PxyCh9TXq4RKYoE8no1mvJXBmX1Vjzns0mCuxdU3tNQqkiggBGg8BQMEOuJHNlrx9BEAilijS5zYyEsrRdYyWcKdDmsTMZKzAW1v13Hz4X5MxMkps3NMGrPg3FNAxWJlS5KHzztbyu6TqOeW6nW7ajiWViT5zHN/1D7LPHuVgMNG7fzi8KG3nl5kY8kaOYZ56t0Q5fjIzo5HOGt7Du1j8hPpbAaTHiMEv0+O387PQsrR5r9Ro4zBIOs0SX38ZYpclREATWNjrIFssMBTM8Phjm5g1NFMq6tttuluhvWoxFHotk6QnYGQqlMRkENM3Aljbdi3oumV9RDnRoLMZENMfVvX4OjMbY2eV5zt6CZL7MsyMRJFHkmrUBfnxiFjR465WdVVI8m8jz3SNTerR2s5N3XN1NX6PjstwmkvkyPzkxw9nZlB5gE0oTyRTZ3unl9o1N5Msq3zsyRUnRMAhgqJDOBaKZzJeJZEokKysVVqOBZrcZv11PsTNJi3HPFqMBi9GAzWTAbpawmQyYJbFOVl9k+JWS726//XY2b97Mhz/8Yf7pn/6pui8QCPDVr361TozrqKMOQK/GDsyneduVXZf1+KMTcWRVXUZuluLgWExfcpQ1rtuquxMcHo9hNIhsr1icHRrTO/f3XtTEli6UOTmV4FXr7Qg/+GZ1+9OW69m3c3PN2GeGIyRyZd60Rw8neXwwxNZ2Nx0+neoskO99fQEOjEbZ2+Pn4FiMDS2uaiXryIR+Hrsv8gO+GFOxHNPxPHduaVlx/9NDuvRjoRraE7BzeDz+vHXGrR4rsgoBh5HpeJ69K4wZDGaIZku8/Xn4I7d7bYiCngboskrLnDbWNbsYmE9zx5YWHGaJbe0enq3YsuXLCqKgN8Ht6PTS7LIwHs2yuc3Nvr4GtrS5+dHxGR48G2R3l7da4XZZjViNBsKVsIzERR7GuZJMMl+m9SLiFk4X8dtNnJtNE04XWdvoqHpczyYK9AYcPD0SwWczcnI6R2+jjcPjUSZiObZ36B7CF+YrDYiSGe31X+P0536PrdHF1Yam4JPcEXySavzHoeXXLGjuxnzXv/DPJ72cmk6ybsMmLEYD//HIad7eOIZj8hE2FE5ALkpBtDMudTMRuJ7PRnfhcLm5NeDg2fFEdeK0scXJfzxdYE/38verw2vj2ZEoRVnBLBlY2+jg6ITu2f3DYzNYjAbOzabIFmU6ffZqo1xZ0ZsqX9XZyqnpJA1OMzOJAvv6Avzw+Cw/PjHLe/atqSGm8WyJ+0/NUSzrjjCapnFkPMY7rule1ZUimS/zhSdHkBUNWdV46Pw8sgLvuW5NdfI1Es7w9WcnaPVY+OCt/csivi/GVCzHYDCNomp0+Gz0NTqQDHqT5eHxOD8/PYdB1CiUFY5PJWhxWXjjng6imRK/PBukwWGixWPFZhJRNA1V1c+trKkoqobXZqKvyUmj00yL24L7oklZHb99+JWS7+68805+/OMfI8tyDTHetm0bX/nKVy7x6DrqqON3CY9fCNHkMrOhZXUt4mpQVY1nhiPs7PSuardUVlSeGY7gthnJFnX3CUXVAzx2d3sxSwZKssrTwxH29viWEbaDozFMksj2yP1Qzla3Rzf/fk2FK19SeORcEKfFyL7+Bh49HyKVl3ntrqpClGMTcVRNw2YykC0pdHhtPDIQqmqcFVW3k9v5PBLqDlaCRrpXCFGYTeQZCWf5/Wu6q9t6AnYePh8ikSvjfR5uAY1OMwYRLEYDU/HcimOeHYnQ22Cn8XnYcpkkkTavlcFgmnXNy9/rdc0Onh6OEMuW8NlNbOvw8PRQGIMoMDCfZm2DvUqMuyr2bwvw2Ey87cou5pIFtnV4OD2T5MRUgldsbUWzSNWxyYuI8WxC92hu8Vxk1ZbWHSkOjkUpKyo3rGvEaBD1oI90gXXNDp4cCjObLBBKF+lrdOCxmZhJ5Lh7RxsOs8RMIk8iV8JjMxHOw72t/4v2bTfhe+bvoZi65LVKS37uc76RcP89uGNWZCWO3SSRKSgUyyo2u5uz7usobriWr4UzHBqP8aFb1zEWyTISToMlx/ZOL+mCgtMsVfW0nX4bRVnFbl7+2eqqBIlMRnOsbXSwttGBIAh0eK04LEYeODtPwGHm7Vd18eVnxqtSmOl4HrlCLH9ycpZ1TQ5C6SJb2jw8NRRlNJzh0YEQt2xsAvTJ4dcPTJDMl/HajPzRjb1IosiXnh7l3kOTvOvaNSvqfx84O4+mwR/ftJZkvswff+s4XX5btek0kinyjQMT9DU5eOPujksGdCzIOA6M6o2rkijw2IUwNpOBbr+N2USBZL6E3SxxeDxOsayyp9uLwyxxIZhha5ubN13R+Su5aNTx24nLJsbHjx/ne9/TNVUXz44aGhoIhUK/2pnVUUcdLwmE00VOzSR54+6Oy6qknJhOkKh0hK+GoxNxskUZo0Fkb48Pi9HA6ekkqUK5GuBxeDxGoazUpNKBTqoPjkXZ2+VAeuhz1e2npc1cf/0tNWMPjceYSxW4ZUMTAYeZn5yapctvY1u7B9BJ/P6RKDs69CCPza1uzswmaXQuapxPTCVI5cvsW3tpZ45cSebUdII7NreseN2eHorQ7LKwdolTRYfPhiQKjEYy7LI/t5xCMog0OS2IgkAoXaRQVmrIeiSjNwi+de+lGwSXottv56nBCNev8H51++2YJZGB+RRX9wZYE7ATcJqJZkuEUkWuWuPjQjCDpmn0BHRrtqXnJFXe32eGo9y6sZHHLoRQVJUml4UjlUp5Mleia0lk9lwyj9MiVR1JFhBKF2h2WTg2maDNa63KT+aTBVQNAk4LdrPEwdEoBVnlmrV+XQ+dLGI3S7R5LYyGc4xFsuzo1L2GzUYD7mvfA7teC4e+gHbmBwjR4epzqojkG7Zi3/0W/m1uD+fDJf58Uyufe2KUVEH3c45mi1iNBnwOE6lCGavRwMBcWo/HbrDR4rEQz5XIlVRMBlEPM1kyEUjmZURBWKZlBX1yUVZU/u8vzrMm4OCDt/XT6bMxGEzT7bfxlr1diAIkcmWKslqVwgwF03htRuLZEmVFw2I0EHCY6Q7YcVgkNre6eGQgRCJfpsNr5ZnhCOmijMMssa+voap5v+fKLj77+Ai/PDNfdStZwHyywImpBG/Y3YHDLPGDo9NsbXchq7rMae8aH988MInfbuINz0GKAR44G+TQWIw37ulgW7sbQRCIZYp858gU3z86TVlWKasq0WyZBoeJdc0uJFFkQ4uLq3r9l+VmUcdLA5dtwCdJEuVyecV9oVAIp/OFV4bqqKOOlx4euxAiYDexpW31prnVoKoajw+E2NbhWTXQQ1U1nhwME3CYKSsqV/fqhPOZkQgbmp347DoZeHIozJ5u37JlXJ0wq+wrPAGp6er2s1330LDky1FWVB48O49JMnDDukYOjUWZiunVw4Ul5IF5XfPb6deT6HZ3eTk5nWBvJeVP0/Rz3dbuec6K7sGxGKIgsGOFpLsFh45r+/w1pNloEOny2xiuaHyfD1o9VsqK3hR0cdDHgdEoHpuRjS3Pv6G6w2sjkiniWaEBSjKI9DU5ODerV1NFUWBzmxuzJFYmNgZSeZlgqkiX346m6UvhS3F1bwANjXReRhJFzs+nKnHJKql8Wa8YL3nuuURhWfCJqmpEMyUmollS+RKv3NqKSdK/DqfjecySSDpfpstv48RUkqKs0uCw0OyyEE7rFei+Rieyolb11GORLB0+m14JtQfgxo8g/MlR3uS5lz92f4r/t+4b/PPuR/nOtq/C3j+kLJgwGERaPVa8diOhlH7NwukiyXyZgMNMOi8zHMpQlBUanRb8Dj3ZcC5ZwGWRKMoqiVyppkJ+YT6FzaiHhWgXseOFiYPRIKJqemPqxhYX6XyZuWS+4k4gMJ/SX+OCRGfBeeLsbIp2r5VcSSHg0DW0bR4rdrPEG/d0MBnN8vPTcwScZq7uDWA0CDUe3S1uK6/e0cbTwxFOTSdqzu2Z4QgNDjPb2t08OxplMJThndes4dYNTTx0bp6vPztBqlDmrXu7qlrj1XBoLMYTg2Fes7ON7R0eBEHQHSdOzzEVz/Oq7a1YzQaKssadm5v54K39vOe6NfzlHet51fa2Oin+HcdlE+M9e/bw9a9/fcV93//+97nqqqsu+6TqqKOOlwZi2RInpxJcv67xshpjzswmiWRL3LBu9WrxyekEiVyJYlllW7sHt83IRDTLRDTHNZWq7NGJOLmisqzqLCsqTw5G2N3lxnroU9Xtk2IHO25587LnGQqm2dbupq/RzveOTBNwmLlx/aJjxTPDEdY1OTg/l6bDZ2UuVUAUBHZ26lris7MpQuki11/i9YAutzgwGmVPt29FucX+kUhVo3sxehsdDIcyy0jRamjxWIhlizjMBqaW+BkXZYWjE3H29rywCF2H2YCqsWrYyKZWdzXJDdAlF4L+mhN53f1hYF5vhPLZjdWo6AVYTQau6Q3wZMWLeiqWr8ZET8RylBSthihOx3PLlsNjuRIlWdeCd/ntXNm7SN5mK8l1M4k8e3t8hNIF0vkyjS5zpVpbRlU11jc7kVWN09O6o8NwKFNTvQd9NSIk25i39iL7+gl43AyHM8RzC5VXkVC6SH+jU69oZktEMkWimSINDj1QI5EroQEemxGf3USj00IiV6bNa6Uoq0QypZqK8Wgkh89uoqQozFw00RmLZFE1KmmNPvaPRFnb6MBgEBmP5imUFUC3t3NaJI5PxfnekSkuBDP6hGYuxaZWF+FMqeoJ3ROwMxrOsr3DwwdvW8ff3rWJt1/VzVgkw4YW1zL5085OL1eu8fHDYzMEKwS8UFY4PZPkih4foxGdXN+yoZGegJ3r+hvIl1V+dmqON+xuf84J5YX5ND8+McPN6xvZ1aWvAiRyJT73+AhT8RwdXivfP6rrqb/49t38/d1buH1zC5vb3JdtJ1fHSwuXTYz/8i//kh/96Efcfffd/OQnP0EQBA4ePMgf//Ef8/3vf5+/+Iu/eO6D1FFHHS9pPDEYwmMzXpZVk6ZpPDoQYkube9UKjqZpPH4hrNt0FcpVmcSTg2HavVZ6AnZkReWJwTC7u701hAl0WUO6UOZm8TiEB6rb9zffQ3/zYoVbVTXuPzWHIAjcuaWFoVCG8/NpXra5ufplOltJ09vc5ubcXIqr1vjZPxzhioq0Q9M0nhgMs7HF+ZwxuqdnkqQLMlf3Lm+gKpQVDo7FuLLiRHEx+hodZIoKwVTxks+xgDaPlaKs4XeYa6qzJyYTyIpWbUh7vkgXZawmkVRh5RXF9c1OBAHOz+mNaz0BO55KnO7p6SRrGx0MVJrauvz2Gp3xAq5ZG6AgqxRklc1tbh44O4/dbGAkrFdvPZX3OV9SCGdKdFzkhBJKFRmL5kjky/zeVd01FcjZRB6bWaKkaNxa0czG8yUsRgNdPhvFskooo9vLmSSR6ViOIxNxsiWF9RfpqkfDGVRN08NJzAasJgmLZGD/SBQNaHbq6XjpolzVZJ+ZSXFsKsGxqQThTKm63WWRcFkkDALkyzJtXp3sB9OF6usFmIxl6fTbcFtN1Wu8gNMzSfqaHJgkAy1uC7mSQqYo09vgIJopEqp8ZuYSeSYiWX5xep5DYzEuzKeYjuXIlRQ2NLuIZYs0VBIDewJ2QulidXIiCALJfJnxaI7Nq6wSvXxLC81uC196eoypWE63i1M1LJKB/9w/zqZWNzeu0yec0/EcsqLithqJZEorHm/pe3fvoUm2dXiqYSKhVIHPPjGCoqlkiwo/PDbDjk4Pn79n14o6+DrquGxifMstt/C1r32Np556ite+9rVomsb73/9+vvWtb/HVr36Va6+99td5nnXUUcdvGRK5Ekcn4lzf3/iCjfYBzs2lCKaK1S/IlbBQgVU1jd4GvYs+lCpwbi7N9f0NCILA8Yqm97qLYqRVVSeqOzo8OA7/e3V7WAiw9uZ31EgUTs8kOTebYmu7m02tLu49NIXVKPLKra3VMU8PR2h0mplL5nFbjSiqRqYoc01F2jESzjIdz3N9/6XTvzRNbzbc1OpasTq2oKXdu4olW6vbitVoeN5yima3BUEAiyRWG/AWzmFbhwf7CjZxl8JcskCL28r0Kml6FqOB3gYH52aTAJglA/2NTixGA7OJAm0eG5OxHLmSTE/AzlSFGC2F1WRgU4uL+WSBOzY3UyirRNJFxiskeqGCOpPQ77f7aivGY5EME5Esu7t9Nc4gsqIynyqgaRpmSWRjixuX1Ug0U0LTNNY0OtCA0VCWTp8Np1kiLys8MRjGbTVW46UXcGQijsMi4bYakVWNRK7M1nY3B0d1j9yugI3ZZJ5IpojLYuQ1O9pwWyWi6SKNDjMbW1yoKhVPWwlBEBgKZbCaDHgsRgQglilWJ3yapjGf1ANPNrToASi1r1u3mvPZjcwmCzQ4zYyEMly71k8yX2Yiqlfnnx3RddV/eP0aNre56G9y8rVnJ2h2WTAYBBSVqhtEt1+31htfUtk/N5vCZBBXJZ6SQeQdV3fT5LLwmcdH+NwTI8ynCnz/2DRb2j28odKPEM+W+NbBSXZ2ebnnyk5+cWaOyRUmSqB7h3/t2XHavVZes6MNQRCYjuf4/JOjCMDp6RRHJ+K84+pu/s+rNuNYxRmjjjp+pZDve+65h6mpKR566CG+8Y1v8Mtf/pKpqSne+ta3/rrOr4466vgtxSPnQzgtRnauoJF9LixUgje2umpCIi4e8/D5IB0+K/OpIvsqxPfJId2PeGOLC1lReXQgxK4u7zKSeXomSTRb4hb7KEwv+mg97ns9O3uaap7nZ6dn0YA7t7Qwm8xzeDzGTeubqsdckIxcucbH0YkEV1YaxBakHaA7c6wJ2OlcwWFiKSYrFm3XrtCcp6gaz4xE2NXtW9WhQxQFehvtDIfSK+6/GGbJQEOF5KTyurXZwHyacKbEvr5LNwiuhOl4nr5GB9PxPOWLCO0CNrW6GapoZwHWNjowG0XShTKGSirWYDBDt99OWdGWSQJAl4yYJZHD43Feu7OdaKbE8Yk4FqNYreJPxfVJytLGO1XV+MaBCYRK8MXSCdB8Sm+8K5ZV2r1WRFGgyWUhW1SYT+paZbMkMhrJIhlE3elC05sy+5scNceSFZVjE3ECDjNrGxxkizLRTJGdnV5mEwWKskq338ZEJEu5IjtpdlvZ1uGh2WPlXfvW4LOZmEnkMRn0YAeAMzNJun12UkUZm8lAvqxWJwLxXJlMscyaBjsbWlzMJQskKoEe2aKu3e4JOOhvcjIUTNPbYGc0kmV7hxebycDBsSiRtG6teOP6Rvx2M0OhDK/e3kY8W0IQqNriLVSMrSYDrW4Lo0uI8VBIP/ZKWuB0ocxjAyEePBdkW7ubl29pJltS2NLm5l3X9vC6Xe0YRIFkrsxXnhnDajLw+l0d3Lyhib5GJ1/dP76MHE/Hc3zhqVEcJom37u1CMoiMR7I64U4WeHIwTL6s8PHXbuWtV3Zdlqyrjt8d/ErEGMBqtXLzzTfzlre8hdtuuw273c7+/fu55ZZbnvvBddRRx0sSoXSBo5NxbtnQ9Jzd4yvh/Fya6XieGy+hxT01nSSULiIi0Oyy0N/kIJkrc2Iqzr5KfPLBsRiZgszN65tqHqtpGo9d0GUanmOL2uK04KDxhvfUfHGenU1xajrFhhYX29o93HtoCkGAN+5ZtGh7akivGJZknQj67Hqa24K0YyKaZSScvaRWegFPD0do91rp9C0n0GdmkiTz5RVJ81KsbdCT2S6utK6Gdq+VfFlBEPRmt6eGwqxrcjyn5ONiaJrGTDzPtnY3sqqtKIMA2NCi63OHgnpVuztgxywZUFWN8UiObr+dC/MpAg4TTotUQ7oWkCspbG5zc3QijkkSuHF9I0OhDJnCYijGdCxHu3exWqyqGt8+PMVQMMNN6xuWBZrMJgqYJZF4rkSnz4amabgtuhXaYwMhrEYDLqvEZKWy2u23ky7KxDIlvLbaidfAfJpUvqzbFLa6SOTKZEsKAYcJsySQLcq0uG3MJgsoqoqGhsOihz4Uygpuq5GyqpIvKzjMEqIgkC6UGQpl2NrhZj5ZwLpkLOifs5Kssa7ZyZqA7gByrlI1HotkEQRd+tDf5GQmUaDJqWupNTQ2tbk4MhHnRydmMBpEbtnQyPl5/bHZosyaBgdzyTxjkQxOi1Sjx+0JOBityFgUVWM0nKX3Ir016AT2kw8N8cxwhJl4nh+fmOWbByexSCJv3dvJ2kYHmqZxbjbFZ54YRhAE3nlND1aTAUEQeMveTjp9Vj7/5AjfPzrN/pEI3z0yxWcfH6HBYeYdV3cznyrwjQPjfOh7JzkxlWAknGFnp5cv/d6eXznSuY7fDbzgbyxFUXjiiSf47ne/y4kTJ2r2HT16lDvuuIN9+/ZV0/DqqKOO3z08dC5Ig8PMjsv4IlJVjQfOzrO5zbVqSp6q6tXinoCdyXiOm9brgR5PD0ewmyR2dHgolBUeGwhxda9/WUTs2VldpnGrewaGHqxuf8z9aq7csBhComkavzwzh6ppvGJrC8l8iScuhNm3NlB1rEgVyhwZj3N1r5/9I1F2d3s5NB6rSjsWrkeX37asOetixLMlzs6muGZtYJlF24KjxaZW16oOHQtY2+igpGhMxlYmphej3WsjmNIbvk5OJRiL5Li277lJ/MWIZkvkywobWvTl+gWydDGcFiPdfhunZ3Q5RZvHisdqRDQInJxOsK7ZyWAwg6YtNnddjESuxIZmB5taXXz/6Aw3rgvgMEucn0vxi9NzlGSFiWiuOsFIF8r857Pj/OTkDE6rxGt2ti875kxCb1yL5cp0+e2kCjJGyUBPwMbjg2EEQaDRaa56I/c3OUkXZFxWI0PBdLXhUdM0HhsIEXCaafPo73tRVimWFWK5Em1eK/FsCZdVolBSKtZqAi6LhNEgIisaogCZoqx7FBtEFE2fDBoNInu6fcRz5Ur8uYrLoq8eDAbTmCWRdq8NqSJlOFO5xhPRHM0uC1aTgb5GB1ajgVShjKbpqxTX9TXqoRZngrR7rTS7LBwdj9PhtXJkIs6b9nTgsZl4diRaXWFYQE/ATjBVJFuUmYrlKMoqfY21MopMUeYrz+hShz9/2Tred0Mvf3XnepwWiZKi8i8PDfIvD17gH39+nq8fmKDbb+e91/fW9AUYDSK/d3U3r9reRjBV4JHzIeaTBfqbnAjAJx68wD/87Bz3HprCZZFodln4vau7+LtXba5pUKyjjkvhBRHjYDDI9u3buemmm3jzm9/Mrl27eNvb3oaiKLzvfe9j7969PPLII7zvfe9jeHj4uQ9YRx11vOQwHc9xZibFbZueO+54JZyYThDOFKuNTyvh+FScWLaEoEGDw8zmNhe5kszh8RjXrNVjo58eiiCr2jIHCFXVeOhckM1tLgJH/191ex4L5mv+qCbQYzCY4ehEgr5GBzs6PHzr0CSyqnHPkgS/Z4YilYqWXsXsb3IyHMpUpR2j4Qwj4Sy3bmx6Th/np4YjuCxGNrcut0cbDGaYTRZW9Ae+GH6HGZ/dWLUSey60VxwO3FYjz4xEaPNYqr7LLwQz8TyioDtd9DY4GFmB0C5gW7uH83MpCmUFkyTS6bfhshiZjOVo9+iWYBOxHGsCdiajy6vf8VwZr93M3TvaEAR46HwIp1liXbOTg2Mx/u6n5zg7l2I+WeC7h6f4xAMXODObwm4ysK7JRZd/+eubTRSqy/8dPmtVNnDrxmZGI1kmo1laPFZCmQKKqtHitpItymxpczEW1T/3AMenEswmC7R5rPgdJjp9NhxmiVRBjw92WozYTBIDcyndKq/y/E6LEYMoIIm6vjae1QMoDAIoqsqR8Tib29xVsp8rKWho1VWZ0XAWh9mAtzIR3NLmZjyaI1mxY1uokEsGkS3tLs7PpfHZjUzH8qxtdGA0iMwl87R6rMSyJYZDGYKpEl6bkat6/ezrC3BuLoXDUuve0BPQdcZjkSzDoQxuq7HqWrGAh87NIxkE3nplZ/VvrCxrGESRP79tHW+5opPtHR729TXwgZvX8uYrOpcF8YDe3HdFj48/vG4Nt2xoIlPULe1MkojLKuG0GLlpfSPNbgtv2N3Bm/Z01qUTdbwgvCBi/NGPfpTz58/zjne8g0996lN88IMf5L777uOWW27h85//PDfffDPnzp3jU5/6FA0NL7zaUEcddfz244Gzuu73hXjfLkBWVB4+F2RXp3dVJwpZUXnkfIj+Jiej0Wy1WvzUUASDqH9pZooyTw/rIRMXa3EXiPcd3jkYXIzvfdT9avZtW1e9r2ka9x2fpqyo3L2jjUxR5qFzIa5a46PNu0BMZA6Oxbim188zw1F2dnk4NhGnyWWmv0lfFn7oXJDeBju9DZeuFmeKMkfG9Sjpi+UnC9KP/ibHqlX0i7Gu2bUYWfwcaHFbMIhQqtiOrVSxfj6YjudpdlkwGkR6GxxMx3NVC7CLsaXdjappnK14Gnf5F8ljuqiHLpydTbKmQa9+X9zMF8/p8gW7WeJtV3YxmygQy5XwO0x88LZ+WjxWimWdXCfzZba1ezBLIpvb3DS6zPgvqrrLisp8Um+8a3CasZkkQukCVqOBV29vwWoUuffwFF0+G/mSSjRTZDyaQTIIeG0mdnd5+W4lPOKHx6a5utdPWdFocJgxGkT6mxy6fVuqQLogs7PTyzMVdwpF1Um/0yKhamA2ihyZjOsnJoC5Enk9l8zrKyCVGOxUoYyAUNVyT8VztHis1fduXbMTk0Hk9HSC2Yv8nHd0eJlPFbAZJabjOVwWibKi4rEaGQym+fRjw4xFdFeNe67Udbu7u3yUZI1gstbxxGoy0OLSdcZDoQx9jbV667lknsPjcW7f1Fwz8Tw1k8Bi1N+TzW1ubt7QxHX9DbS4V0+bkxWVg6NR/uWhQX5+eo6t7W7ee0MvmaJCpqCwtd1NJFPildtauW1Tcz2euY4XjBdEjB944AE+/OEP86UvfYn3ve99fOITn+DLX/4yTzzxBK973et44IEHWLt27W/qXOuoo44XOYZDGYZDGV52mV9Ih8ZipAsyt2xYvVp8eDxOuiCjoVWDQ7JFmWdHouzrC2AxGnj8QgiTJNaEC8ACqQ6ys9OL78gnq9tzWJGu+UANiT49k+ToRIItbW52dnr5zpEpirLC265arBbvH44iCgJmo4FEvszGFhenZpLcuK6x6iAwHs1dsvq9eKwIRoNY45KwgLGI7st8KYeOi7G+2VnTfHUpSAaRFreV4WAWSRRfsLZ4AdPxXNUBoqfBjqqxqs7YZpJY1+TkxFQCgE6fDbHymTk3l2JTm5szMyn8diMuq8RoZLH6XVZU0gW5GiLS6rHye1d1UZRVDo/FyRRkGhxm7tzSwodu7Wdru5sTUwnWNztZ26Db5V1cRQyli8iqRr4sVyuywVSBJpcZh8XENWsDHB6LoagaRVnhxFScs7MpWtwWxqM5XrG1hev6G4hkilzX18Cdm5uJZUsEKk1q61tcFMoqk/Ec6YLMtX0BNE1v3CyUVQwiWI0GMgUZv93E0Yk4jU6zLtWw6PHTHV4brRXi2+w2k8yXMVU00bKiEkwVa6zpjAaddO4fiZIrybQs0VR3+W10+KwEUwVmEnmOTcb1RjqPlU2tLk5OJ9jS7uGPbuitxoGrmobPbmIsml024elrcnB2JslkLFsjGdI0jZ+dmqPNY10mrTo1nWRTq/uSfQiFssJwKMMTg2HuPTTJP/58gJ+emmVdk5MP3dbPtnYPX9s/Tr4ks6PDw2Aww6u3t1aDfuqo44XiBRHjubk5brvttpptC/ff8573/PrOqo466vitg6pq/Pz0HP1NDtY8R3V0JRTKCo9dCHHlmuWa4KVjHh0IsqHFyVAw8/9n77/DJD3LM334rBy7Qld1znF6cs5Jo5wDkpBAIIkoGwxrbK/WwO6Hf9i79josxtiYKJEkQBGhUZ6kyTl2zrlyVVfO9X5/vN2l6ame0D0zWECdx6EDpt4Kb6Wu+7mf674ubmgRg0P29biQSyWsb7DgDsU53O9h27ziad0pEO2z/NEktxrHpnWLdxvvZ/OyD7rF6YzAqyfHAHhgRQWheJK3ztlYV2ehzio+t2gizcE+D+sbCjnU52FZpYkzo/5ssT7VLZ5Xop9x2/7C53Wo38OGBkvOOQPs7nJRZ9VSa71yeUOddSp++cq6xla9kj5XkHKTGpt/Zqu1S5HJCIxPRKkwiYWZQS3al11MZwywrMpMnyuEP5qk3KRBr5ajUcg5NexnUYURfzTJ2ESMBqt+ms54IiJ6JJ/vNFJkUE92lzN8Z2cPL54Ypd8V4v++08lvz4yzocHCY2trsAdi2ajj8xmfEGUgvnCSusnXeXwili0mt80rRqOUcajfQzCW4vkjIzQVF9BcUkA4nmLcH+OWBSX8ydYGbl1Yij+WIpURsOrEwnheaQFKuZTWUVHzW2ZSs7zKRCiewh2Ko1XKEQSYiCYoN2nosAVZUG4kEE2iVsjwR1MsrvxgF6bUqGEinEQll+INJ/CEE0QSKeovkMCsqS1kwB0mnEhPe94SiYQbW4rxRhKM+KKiC0yZAV9Y9Gze1FjE1+6cny2KQXSkKC4QE++ODHinPc78MgNDHtHr+PzBu3ZbgD5XmLuXTI82d4fijE4Oas5EMp3h9TPj/O83Ovjx/gEO9LpJpDLcMK+I/35rC/cvr8ARiPOjff2UGdUsrTJxeMDLPUvLWFuf6/+dJ8+VMqvCOJVKoddP/8Gb+ndh4exM4PPkyfOHxfEhH45AjLsWl83p9vt63CTTwiWdG/Z0OUlnICOAWatkWaWJYCzJoT4PW5qLUMllYiStXpXj85tMZ9jd6WRNnQXDkX/JXh5Bg2LTl6Z1i08M+Tg35mdFjYnFFUZ+cWSYeCrDZzbXnXe+LkA8D2cwzpJKI2dGJrLFerstwKgvys1X0C0+MuBFEGD9DIEeI94Ivc4QN8yiWwxit7ChWE/nBV62F8MTihNLZVhSabziob3zcQbjJNLCNBeI+iJdNnRjJlrKprb6/Vh0SrRKGSUGFf3uECaNHLNWMSmnEIM+piQDU11w83kLKF84gUmjoKlYz43zi1HIJFQVallbV8if39zMHYvLkEhES7YLI6IBxiaiqBUy0oLo6pHJCDgCMSpM4nXnlxuoMGlYXVOIXCbBpFXw2Lpqqgu1OT6+IBZ+ANYCsXg3qBU0FOnpdYmphGatknKTBoNagSMQIyMIBGJJ0hkxzMMbirO0ykg0kWZ8IopZq5gWZ15qUDERTWLUKPCGE/S7RNu3C72Dqwo1qORSQrFkjmZ3XkkBK2vMtI37cQXjtJQW4AiIko37l5fn+I87g3HUChlbmqwc6HVPs+OrMmuJp9JIEZP1QNyheeucnaWVxpzF4blRPzqlbEaJUSyZ5kf7Bjg1PMEdi0v56zta+OodLTyxoZYtzUUYtQrOjk7ws0ODLKow0lCkZ0eHk7sWl+U7xXmumlm7UgQCAbxeb/Y/j8cz4+Ver/cy95QnT54/FKKJNO+22VnfYJnWYbpSfOEE+3pc3NhSfNFACV84wYFeD8uqTLTbAty8QBzu29vtRimXsra+kG5HkA5bkLuXlOVslR/s8xBNprlJPwg972Qvf9/8AJvO0xYn0xleOTWKQiblgeWVBGIp3jpnY2OjNavvDcVTHOzzsKXJyqE+DwvKDbSNB8SUv0oT6YzAO612llQaL6sJTqYzHJhMyJvJm3hPl5NKs4amyzhazMT80gL6XOGsX/DFiCRSDHoiFBeoKdSpLip/uBSjvggKmWSaDKOhSM+4P5aNf74QhUzK4gojJyf1tBUmDcUFKgLRJANuMTnt3JhfTDDMCNlkPl9E7JRqzrMM80US6FQy1AoZ7mCceaUFPLWlgRtbSrKeu4FYikgiPaM39thEFASBIr0So1aBKxQnmRayeleDWkFVoRa9Wk5jkR65TCJ6QBeo0CnlOQsAVzCOTimb9p6urS/EFxadINQKGY5gjM1NFhIpgW5HEM9kMR1JZpBIoNaixRmMkUoLLKsyTUt+M6gVJNMCBrVYGHfaA2gUMsov0OdKJBKKDWpCkz7KFx77yPJKUmnRZm9fj5tgPMUt80toLM4N53AFxVCQTU1FRBNpTg75ssekUgkyqYTUeTOSB/s8BGJJbltYOu1+BEHg1LCPxZXGGQfj3mq14Q7F+ZOt9WxosGLUKKZ1m7vsQX59bIT1DRbKjGrearVzx6LSrD1injxXw6wL49tuu42ioqLsf2VlYnfopptumnZ5fvguT54/HnZ1OhEgxy/4Snmr1Y5Ro5gxAnmKd9rsmLQKPOE4ZQY1SyuNBGJJjgx42NpcjFwq5Y2zNhaUFeT8qIfiKXZ3OtnUYEH3/t9mL49KNCg3TdcWH+x1020Psr7BQnOJnp8cGCCVFvjMpg+6xe93uVDKpRi1YoLYqhozJ4d9bJtXPOmf7MEXyS0IZuLkkI9oIs3GGbyJxyeitNuC3DCvaE6a7eZS0S+4z3lxdwjxOXvQqeRUFWpQyCQ4AnGiiUsX0xcy6otSZtRM6zJOdQMv9fhr6gqx+WMMeyOUmzQo5VKUMinHB70sKjfiDSeJpzKYtYqsnGJq8O7818QXSVKoU1FcoOL0yAQNRfqcosvuF23WLiyMpwbvIskPZABjE1FkUqal2S0oM9DtCFJqUOMIxEmmM1j1KhRyKUOeSNbHGqb0ydMfZ0ODhbSQyXa8R31RWsoM1Fi0jE76+gqCgCcYx6pX8drpcYKxFGvrCqmx6nAGY9n7ksukSCSgVcpEBwlHCJNWkdVdn49CKqGkQM2ODkfOsQN9bhqKdCwsN1BuUlNp1lBumnkx5wyKUdBGjYIVNSb29rjIZERPDXdI7CYLiJKaUDzFrk4nmxqtOeE6fa4wrlBixrjxbkeQowM+7ltWPuMie9gT4bkjQyytMmHSKHjjnFgUb7kCt5Y8ea6EWWV9fuMb37he55EnT57fU5zBGAf73Ny7tHxGe6XLMeAOc27Mz+Pray46hDPsiXBm1M+N84rY1eXiUxtrkUgk7OoQQxfW1hdypN+DJxyfNhw3xY52Byq5lG3SkzB8MHv5LsvH2La4KfvvcDzFyyfG0CnlPLC8AncozrttDm6aX5ztHPojSQ73e7htYQm7u1wsqTTSZQ9i0ChYVmUimkizs8PJ+gbLZf2GU+kMu7tcrKwxT/NrnWJnh4Nyo3pODh8gdhUrzRo6bAEWzGABB+K29YE+N5sarfS5QqQmU9iGvGFaSq/8cQc94RzvWo1SRpVZS7cjyOKLaEkrzRoqTGoO93toKTVwoNdNqVHNqZEJnthQi1EjbpvXF+knB/BK8IUTmHXTXy9fOEGhTpQbHOzzzOhTbPNHMWjkOZ15mz9GNJkmlRayxbxtMgDj/M/kgnID77Y7MGgURJ0hnME4Fr0KCaKjx6AnTHOJ+Bo4g/EcyYZRo8SoVmLzR0mlM4xPRFlVY6bYoEImlXBuLMCIL4JJIyeaFN1XCnVKGkv0yGVS2sc/kMWE4yk0CilymQR3MM6wL0JNoTZnARVLpvFGkty6sIRD/V4WlPmz70WvM8iBXjc3zS9hyBOhUKug1qJj2BuZ8f1yBuIsn0yy3NxUxLFBH8eHfKypK6THEZqUw8g5OSwOyKoU0hy7RIAjAx6qC7VZn+8pook0L58cZUmlkSWVppzbOQIxfnJwkIYiPaUGNW+cs3N7vijOc43JF8Z58uSZM1MT5yUG9Yzdn8uRyQhsPzNOU7GeltLcrdupx9h+bpxai5ZeV4h6q46mYj3OYIxjg14eWF5BPJVhR4fYnbJeED5g98c4OujlwWUlKN58Mnu5T2rGcMP0bvE7bXaGfREeXlVJVaGW//1GOxIJ07rFu7oc6FRylHIZ7lCcuxeX8dNDg9y3rAK5TMqODhvAFTlIHBv0EY6nZrzuiDdCuy3I4+trrspyakG5gf09bu7PCDmaUYBDfR4EATY0WImnRLu2Ir2SQXfkigvjSEKMG751QW6HvLlEz9FBL4IgzPg8JBIJ6+ot/Ob0GKtrC8kIojb5cJ+XRDrDsioTp0Z83Dq/hNMjPhKpDL5Ikgrz9KLKF0lg0ioRBDF05UKtLYgd2kpTrhXYiE/s9mqVsuzw2vhENKdwKy4QO9KheIp4KoNtIkqpUSyedSoZfc4QzSUFCIKAMxBn6QzFXVGBEps/xqF+D8m0QKVZi0IqykKWVBpxBmPMKzWQSguoFFJiyQzpjEC5ScXeUJz05PvojSQo1KlIZwTsYdF95MaW3M+RIyB2mTc1FZER4IXjI3jCceRSKTs6HCyuMLKx0cJ/7O5jyJukqUTPoCe3w59MZ/BGElkbRatexcYGK2+es9FUrKfHGaSxWE9loZaXT4yiVcr4zKb6nGFSZzBG23iAR1ZV5TzG62fHyWQE7l1annPMGYjx4/0DFBtU1Fp0vNUqFsVX4uudJ89smFVhnCdPnjznc3bUT7cjxOe31M/JRP/4kA97IMZ/u6nposXf8SEfo74oty0o5e02O1+4oQGJRMI7rXaKClSsqDbz0slRFHJJzoCaIAi8cc5GuVHNCt/b4OrMHttb9hnuPC/lzuaP8tqZccqMau5eUk6/S7SI+siKSsyTzgKuYJzjgz7uXVrOni4nK6rNnBrxYdGJPrZTOujbF5VetnueTGfY0+1kdV3hjC4cOzvEBLKLLRiulCUVRt5tc9DnCmW7mVPEkmn297rZ0GBBo5RRadZwoNfNkkojQzMURxdj0C1qf2utuVvwzSUF7Ohw4gzGL2oDt6TSxJvn7PS7w0gnY4t3drhoH/ezotrE+90upFIJ6QwMe8NMRBIsqphetPvCCarMWvrdIbRKOdFkGtMFjzPqi+YMZYK4IyGTSqgwaSbdIQRs/hgLL3gMiUTCkkojr58ZRyoRregWVYidVateRe9koEogliKaTFNsmL5IEwQBlULUHb92agytShwwlMskKOVSTg1PYNWrePr2Fo4Pevnl0WGKCpQEYilKDGoygjgkWWxQ4wrGKTeJ2uGJSJJwPM3CGXYFpmKuzVpFdldnV6cTQYB19RZuWyjKn5LpDIFYiiUVJnZ0Oogl09Nin92hOILAtOd068ISepxBfrivH08owf3Ly5EgoccR4qb5xTMuTnZ1OCnSq1hcMb0j3T4e4NTwBJ9cV5MzZ2DzR3lm/wAWvYqW0gLebssXxb9LBEEgnRFIpDMkUhmSaYFUJkMqLZBMZ0hlBFKTlyXTAqmpyzLi/z//+unM5H+CwIIyw4cypjtfGOfJk2dORBNptp8dZ02dOWtvNRtC8RRvt156YC88eZ11dRZODPtYWG6gqlDLgDtMuy3Ikxtq6XeHOTU8wWNrq6f9kAN0OYL0OkM8tb4UyfN/n73cJqug8uansilngiDw8olRAtEkT6yrwahR8M3X2yhQK3jiPGnG262i40UqIzoILCwz8LPDQ3x8jZiu9VarqIOeqfi6kKMDXqKJ9Iw/7sOeCF2OUFYycjVY9CoqzRrOjfpzCuMDvW7SGSE7tFRp1pIRQKeU0zoWIJXOXNJjdooBd5hSg3rG4UGx2JTR7QhetDBWyqWsrDFzfNBHoU6JUaNEq5Syv9fDl24spNKsodcpbtV3O0IEYinM2g9kKoIg4IskMWjk2CbEAbFBd2RaUEQwlsQfTU5zzZhi2Ct2jKdkFL5IkmgynU2KO58llSZ+e2YcqVRCrzOEWiFDr5JRoJLT6gkQiqdwTWqBz9cnAwSiKZQyKWVGNaMTUSqMGkLxFDKpFK1SxumRCT67uQ6jRhz0c4cSzC8rIBBLUlSgQiIRJRrFBjXuUJxai45uRwhnMIZCJpnRFtAeiFJuUiORSJBI4LaFpdy6oIR0Rpj23moUMuyBGCtqTLzX4WDQM11K4wzEkUiYFoyikEn5zKY6/uXdbk4M+VAqxDjrzU1WIokU/khy2qKv1xnkzKifx9ZOT6MLx1O8emqU5dWmHMlP65ifV06OUWZUs6jSwG9P27h1YUm+KL5C0hmBaDJNNDH5XzJNJCEu3GLJNNFEhkQ6TTyZyRa+8cn/Eqmpf6fJCJd/LACFTIJcKkp85FIJcpkUxeT/iv8WhzRn2r36sJAvjPPkyTMn3m6zIZFIuH3h3OzZ3jxrQymXXjLM4+1WO3KphAK1HF84wRPraxAE0S+5oUhHnVXLd3b1sqCsIKdblkxneOOsjUUVBmq7fwLB8eyxow1f5J6aD35Y28YD7Otxs6DMwObmIo4NeDkz4ueLNzagmSz2ep0h2m1BHltbxetnbKyps3BkwEOlWcOiCgM9jiDnxvw8uaH2ssVkPJVmT5eTtXWWGbXF73U4qLFo5+REMROLK4zs6XJx37IPCt1IIsW+Hjebm6zZgtasVaBVypBIJKQyAmMT0ct6MIMYez1TtxhEt4LGYj3djg9ismdiQ4OFg31utEo5nlCcppICzkyGfyyrMvFeu4OF5QZax0Qf4POHzAKTnsG+cJJ4OsPyKhP97tA0+7up5LwLJRhiXHKMjABNkwuH8YkoEknukB5AUYGKOotoQzfoCWUH8JRyKVKJ+FqEYim0SlnWtmwKVyiGVilHIkEsckNxXjg+OjmslkQ66S0MTMZip1DLZQSiKRQyKYVaJY5AjIXlBlzBOJubihhwh/GEE1h0SooukBGJzyVGVeH090YiEQuU81HKpYAEk1ZJcYGKAdf0wtgVjGPVKXM+2wVqBWtqzUQSKW5bUEqNRUuxQcV/7OrlheMjPLGhFqVciicU58UToyyqMEz7rgqCwMsnR5FKJdyzRJRQZDIC/e4Q+3vcdDlCrKox01Ck44UTo2xtLppV0M0fKvFUmolIkolIklA8SSCWIhRLEYqnCMaShGIpgvEUsWQm57ZSibgQ0ihFFxeVXIpKLkUtl2FQK1DJpeIQ7OQgrFIuRSWXZf+tkE8Wv5OFrmKy6JVJJX8QSYP5wjhPnjyzZsAd5uiAj0dXV81p4K7XGeTUiLhtemGXd4ohT5jjQ+J0+jttdjY1WbHoVZwZmWDUF+XPbmzk/W43wViKz2yqy/mDvLfbRSCa5LNLlPDj/5e9vF/ZwvwbP5ntWCXTGX55dAgBeGR1FTIJ/OeeXirMGu5b+sEP9ZvnbMwr0eMIxImnMtRbtRzq8/CZTbWkMwKvnxlnQblhxu3jCznS7yWRyrClOdeJot8lpgfO9JzmyuIKI2+12ul1hbLFzvtdYijK+W4YEomEKrMGfzSBXiVj0BO5bGEcmgy3uOkSC5zmEj2/OTVOIpWZLMByMeuUrKo1826bA6VMwupaM8/uHyQQTbK0ysSb52yifMEbQauQTRtsnHJ5GPSIGvTmkgLe73ZN0zWP+aLZ4bDz6XOFCERFzfIHwR5RrDrljGErAMtrzOzocBCIpbD7Y1j1KnyRBJVmLT2OEFIplBhUOe+fK5jAqJETT6XxpgUeWVXFoX4PjkCMNXVm/BEPpslOeOQ8KUMwlkQQBEoMKuyBGKHJgqe6UItRoyASTzOvRJUjZ5ryYr6SHQxBEK+fSmdoKtHT5Qhyx3me5I5Jq7aZ6HaG2NRUNM0u7ZE11fx43wDf3dNLnVXHuVE/Ro2CB5ZXTHtddnY46bKLuz+i3WKALkcw+/w+s6kWQYCfHhpkTW1hVvrxx8CUdt8VjOMNx/FFknjDCXzhBOHzXGMUMrF5oFcpKFDLKTGoaSiSo1fJ0ankaJQysRCeLIZVcukfRAF7vcgXxnny5JkVyXSG35wao7lEz5KLOA1c7vavnhpjYbnhok4J6YzAb06N01isZ8wXQSmXcsO8IuKpNG+12llebUIhlfB+t5M7FpVli4kp3KE4e7pc3LKgBOO+pyH5gS/vuSVf5d7zJAXvtTtoHQtw28JSFlcY+c2pMYa8Uf7PA4uQSsUi7sSwGF5y5+I6fn5okK3zitjf66GhSEdDkZ493S4mokk+tbGOyxFNpHm/28X6Bsu0wAYQu2dvtdppLNZPi9W9Wsw6JVWFGs6O+mkpNeCPJjnU7+HWBaU5C5Mai44jA15qLDqGPWHg0lvWfc4QUgk5iWvn01gs2sb1u0OXHOjbNq+Yd9scdDlCPLyqkh/vH+RAr5s7FpfRUlqAPRAjkUwjgWkext5wglQmw5AnwsOrqigxiN62YpiH2CEe9UVmlFH0TeqCF5QZstu74xPRafHJF7KkwohGKXZyR3wRLHolPc4Qq2vNHB30YtYoKDXm3t4VilNUIOqDI/EwtywswaJXoZLLWN9QyJF+H+5gDLNWyZgvikmjIJ7OIAjiAqTMqOH0yETWz7ioQIVWKSOZzszogOIOi17MM3W+LySRzqBWSLEHYrSUFnCg14M3nMjerxgAkvveOQMxHIF4zsBchUnDF7Y1sLPDwbAnwqpaMzfMK85+3gRBYGeHk52dTtbUmXn11Bj+aJJai46bWkqYV1pAUYGKIU+YZ/YPsLjCyH3Lyv8gC7pMRsARjDHmizI2EcUVjOMIxAjFxeJXJZdSqFNi1iqosWhZXmXCrFNi1ioxaRX5Qvcaky+M8+TJMyt2tDvwR5M8uWFu+tddnU7C8TT3zDB5PsXebheecJxtLUX86tgID6+sRCWX8XarnVgyzW0LSvjFkWHKjBrWXxD/KggCr50ex6JXslHeCW2vZI8dMdzG+q23Z8/b7o/xwvERig1qHl1TTTie4qeHhlhZY8rGysaSYnjJmrpCTg770KrkmDRKhjwRvnBDAxORJLs7nWxrKc7xa52J97vFwaetzbnbwefG/Iz6onzpxsYrei1nw9JKUY4QS6bZ3elEq5Sztj63k1hVqOXddgfLq0yXdJOYoscZoqpQe9HOP4BR84Ft3KUKY5NWybp6C78+NoIU0cHhyICXOxaXsb7Bwo/3DyKXSUmkMtPOaSIibh2LshYjcqkErVJGjyNEmVGDIAiM+qIzDmd22YOkMgLzJy3xBEFgxBe95Ha9Waek3qrn6KCHUV+UBWXiYqOxWM+ODge+UIIlMwwVuYJxrHolzmAMqVQMCAnFUxSo5UQSaSx6JX2uCE0lBkZ8EeqL9PijSSSIko8yk5qdnQnGfFFUcikGtZxYMkNGENDO8PrbJmJIJVxU2z2FP5oknREwasSCfGWNWYwTtwXY0GglkxFwh+I5w4QgfmYL1HJqZ9hZsOpVPLK6OufyYCzJC8fFyO5llUZODk3QXKLnqa0N06RFo76IaM9WrOehlVV/MMVfIpVhyBOm1xliyBthfCJKMi2gkEkoM2ooMahoKTVQbFBRUqDGoJH/wTz33wdmHfCRJ0+eP14G3WH29bq5c3HZFRWBFzLijbC328WtC0tm1NaCWKzu7HRw8/xiDvaJfqfLqky4gnH294pd4JPDE9j9MR5eWZmzfXx21E+vM8QDS0uQvfPX2cujEi3hTV/P2k0JgsAvDg8xEUnysdVVFOqU/PvuXhKpDH9+c3P2drs6xRjq+WUFnBqe4OaWYt7rcLCi2kSlWcP2s+OYNAo2zxDQcSFTrhU3thTnSFBS6QzvtNlZXmXKsQm7FiyvFhP59ve4OTbo5eb5xdnhw/OpKtQglYBUCpFEGlcwPsO9iQiCQI8jeEVa6JbSAjpsQQTh0lM89ywpJ5XJ8G6Hk0XlRtrHAyTT4mBckV5JMJ4inEhNux9nMIYnlGBdvQWFTOyezSspoGMyDnsikiScSOfoi13BOIOeMGatIiuBcYcSRBJpqgsvnVi4sdFCNJGhwxbISgyUMinqySG2qc/Z+bhDcYr0KsLxFDKphFgyTSCapEAtx+6PUW8VtcvxVJpDfR5aSvVolTL80STBWCqbatfjCGLViwEnNn8UuVRKLJWrJbX5RfnDTO/z+Yx4I0ilEppL9Yz6oshlUuaVFtA26ZvsCSdIZ3KHCQVB4Oyon4Xlhit2pRnxRvjOrl684TgPrqig3RZgWZWJT0wOvU4x6ovw4/0DVJm1fGxN9Yd6WOtyiPZ9MfZ0OfnRvn7+dns7zxwYpMMWoLhAxT1Ly/nyTY38zT0L+dMbGvjIiko2NVlpLinAqFXki+LfMdelMJZKpVRWVvK9732PVGrmKNA8efL8fhFPpXnxxAjNxXpW15pnfftkOsNLJ0aps+pyurxTpDMCL50YocKkRaWQMeyNcPcSUef4+plxrHoVNRYtOzsd3LqwJMfNIpJI8cY5G6trzdQMvACO1uyx/RWfZsPyRdl/H+73cKjPzaoaM1uai+iw+dnV6eT+5RXZwtTmj3Kg182tC0vY0+WiulDLRDRJNJHm1oWlnBvz024Lcu+kh/HleK/dgUEjZ90Mndqjg14C0RS3LLg+GkqtUs7CcgO/Pj6CRadkRfXM76FKLqPMqCYST6OQSRjyXjweetQXJRBLZbutl2JBuYFgLJUdgrsYhXol88tE7+UFZQYmogl6HEHR77jBgjcUJ5MRphXsJ4Z8qORS1p33uVpQbmDIGyEYSzLqE4fpyk3TPy9ttgChWIoVNeZsx3vYG0YuleRc90I2NVpRK6ScG5tAO7nI8YQTlBrU+CLJnO5qLCkOS8llou2cUaNg1BfFH01i1ChwBOLiOXvCfGdnL0cHvJwdC9BcIrpSBKJJTFoFGoWMPleIEoMafySJKxinQCPHG04QS05PK7T5ozkhIzMxNhHFqheHCqfen2VVJvrdYbzhRDZx70KN8aAngjMYZ2XNlf09sPtFL+Iyo5rPb25gT5eLCrOG+y/QHQ+4w9mi+JPray5b2H8YEQSBYU+Et1ttfOu9br61o4cDvW4MagX3Ly/nr29v4S9uncdHVlSyuraQMqNmTpaXea491+XTtmXLFsrKyvjyl79Mc3Pz5W+QJ0+eDz1vnbMTTWR4YEXlnDoY77aJEowHL3H7vT0uHIE4ty8s4Z1WBxsbrFSatbSNB+hxhrh7cRmvnByjyqxlY0Nuh3b7GTFc446aDOz8ZvZyh6KK4pv/W7b48UeT/PzQEBqlnE+sq0EqkfCt93qw6lR8aoNozyYIos65wqxBo5Ay4I6wpcnK3m4XW+cVIZNK+O1p0a7uSvTA4xNRTo1McOuC0pwiOpZMs6vDybp6y5w68VdKqVFNvyvM6rrCS/4IV1t0jE5EqS7UMui+uJ9xuy2AWau4ouKr1KDGrFXQbgtc9rqra8Xz65m0Q9vb4wZgeZUJQYBURqDbIWqD/ZEkHbYAq+rM0/xvm0r0yKUSOmxBRn0RigtUOcN0J4d8SKQSlp0ne5iKpr7cQsesU1Jj0eEIxLH5Y5i0CtyhOGatgkQqk41KnmIqaMMXERP6yk1qRn0R/NEkCpmUaDLN8moz7lCcDluAxmI9yVQGqURCNJnG7o8hkUgoNaqy59huCxBOpGgu1k/axH2wWBAEMZq5bAat84WMeEX9dYVZgyMYI55KM6+kgAK1nBNDPuz+GGatIuf1O9IvurJUmi/dXQdxYfyLw0OUGdU8vr6W93tcBOMpHlk1vRt8dnSCZ/YPUG/V/d4VxYIgOrlsPzvOP7zVyX++38e5MT/zSg08taWer94xn4+urmJlzcze5Xk+HFyXT9yePXs4duwYXq+Xf//3f78eD5EnT57fIV32IEcGvNy3rPyiEohL0e8KcaDPzd1LLi7BsPtj7OxwcMuCEg4PeFErpNy8oJhYMs32szaWV5nodYXxhOI8NIOEon08wKmRCR5YXoHmva9C/IMC7PiCv2bJpD2bIAg8d3iI0YkoD66soNaq4+WTI/S7w/zpDQ0oJn/8jw36GPFFuGNRKW+es7OyxkzbeAC9Ws6mRivbz4wjl0m5Y9Hl7eqmLOYqzZoZBxb3dLlICwLbWq6fN6sgCJwb81NuUuMNJy553ZpCbTb5baYUtCk6bAHmlxmuaKEkkUhoKTNk5Q2XosyoprpQSzAm6mtPDHpJpjOkBbEgzWQEuuwBMhmBF44PIwjkLJRUchnzSgs4OeybdNeYXrx5wwnOjfopNaindbyHPJHLyiimns/qWjPJVIbD/R6sehXuUAKpVIJeLafDFpx2fZtfDNoY8UaZV2qgulAcbpzS94Jo0RZPZUgLgqifb7Bg90fRKGS0Tb5uFp0KbzhBiUHFoT43KoWMVbWFhOOpbGcXRC/mUDydY9V2IVP66yqzlkqzFkGY1CZLJayoNnNs0MuIL5Ij7/GE4pwb88+4+zETRwe8BGJJHl1dTb8rxKE+D/cuLZ9WIO7vcfPLoyOsqSvksbW/P0VxPJXmQK+bb+/s4d939dJlD7K6tpAv39TIX906j7uWlFFr1eU7wr8nXNdPnV6v584777yeD5EnT57rjD+S5IXjIyyvMs3JhSKWTPPyyVFaSgsuuuWaTGf41bFhKkxaLHolZ0f93LesApVcxjttdpLpDPNK9eztcXHXknIsF/i1RhIpfnN6jOXVJuZPvA+d27PHTpluZfVND2WLtyP9HnZ0OFhWZeKuxeXY/TF+dmiYNbWFbJ4MDZgKH9nQYKFtPEAyLbCgrIBTIxPcsaiMHkeIM6N+HlheccmhsynabQH6XGHuXFyWU0S6Q3EO9Lq5eX7JjAEZ14qTwz5s/hgPrqzk9MhEzrb7+dRYxKAPrUKGN5zM2qGdj80fxRGIZ5PfroQFZQYcgTie0MV1yyAOiyXSGT6yohKJVEK/O0ynLYAnFKfMqKFAreBwv4fXz47TZQ9SX6SfUdO7tq6QfleYbkeQOuv0rv6Rfg+BWJLNTdZsARaOi/ZYVxpYs6DcgE4lZ2+3KztU5wjEaSjS02mfvgCw+aMYNXJGfFEWlhuotejodYaJp9LEU2kK1HIcwRgquYxANElVoYZ19Ra8kSRlRjWtY35Sk84R0WSGaCJNtyNEcYGKNXUWBGDU+4FMZcQbQSphxpCS83EGRfvBqkJN1sd6Sk6xqclKPJnmxKAvZ1fgvXYHFp2SZVWXl1Ek0xn2dIk7Igq5hJdOjrKk0pjt1E9Fy79xzsadi0u5Z2n570URGYqneK/dwf99q4t32+zUWLT8ydZ6/uKWZm5eUEKZUZPXB/8e8vuxHMuTJ89/CZmMwK+PD6NVyrh3DlZJohxhjEQqk6MjPJ83z9mYiCS5f1k5r5+xsbTSyLzSAgbcYQ73e7mxpYg3ztlZVG6cUd/8+plxJMA9zXp446+yl4ekBkI3fDOrRfaE4vzk4BA6lZzPbqpHIZPwT+90IZXAX9z6gezrzbM2FHIJC8sNHOzzcOvCEt5td9BUrKfOquW1ySL8SjyLp4JGllYaZyy43jxno1CnnKaPvdbEU2neaXOwpraQWxeUIAhiB+9iGDUKDBo5yUwGuVRCnyu3a3xmZAKTVkGt5fLd1SnqrDrUCull5RTFBhWCIGpa71taTjCW4nvv99FpD6JRSlnfUMi5MT/vtNrZ1lKMTiXHrMvdyWgo0qOQiQNq57/28VSa9zocFKgV0173AXcYyWQk9ZVQZdZSXKBmwB0mnRZw+GPYJqIsrzLS5woRSXwwY2PzxwjHxQJ4XkkBtVYt/pioVw/HU5QZ1fQ6wzQW6QgnRH13uUlDUYGKQq2SUDzF0QEvEokEhUzC9nM2BEFgYZmBltIC1ArZtNd11Bel1KC+qG/0FP2uMCq5lPLJIq7WomXALcpU9Co5q2oL6XIEpy0AW8f8nBn1c+vCUmRSCaO+CG+ctfHWORujvlxNevt4gEgizaZGC785NQ4CWes1QRD4zekxDvW7eWR11SVDYD4sJNMZdnc5+ed3ujjc72FDg4Wnb2/hgeWV1Fh0+WL495xZtSduvPHGK76uRCJh586dsz6hPHnyfHjY2elkxBvlT29ouKLO6IUcH/JxZtTPpzbWYlDPLMHosAU43O/l0dVVHB7wkExnuGtJGcl0hldOjtJcoqfTFkQulfCRFbnFdeuYn9Mjfh5fX4Nm7zcgZM8eO9DwF9y0eB4gFvk/OzSIPRDl85vrqbZoef3MOGdHJ/izGxuxTnahpyQZn1hXzVutdqrMWqKJFN5wgk+srebVU+MgITsUeDne73IRSaSnhSVMIQYaBPnMptrrOnX/fpeLRCrDzQvErvSaukL297pZ32CZcbtaLJB0jPlEnXGfKzSt25/JCJwe8bO82jSrIkAmlbCw3MjZUf8lC6BCrRKJBDyhBLctLOXddgd9rjA/PThIIJYkmsiQzoC1QEVRgRqVXJqTMjf1PCrNovdvOJ7KyoD2dbsZ8UbY0mydJhEYcIcpM6ivOLSm0qylxKDCE45zfMg76TYhZV2DhQ57kNaxAGvqCslkBGwTMQLRJHcsLkUqlYgOEwIE4+Jna3m1mX53mLLJCG1fJAlAY7Gefd0uivQq3mq1U6CRI5WKn9PiAhWLK03oVHIqTRr6XKHsuY34IlQWXl5fPOQJU2PRZju0jcUFvNNmz8aBTxXduzudWPUqgrEk28/aWFNnZlGFkTMjE7x4YoTCSS/xfb3uySCO0uzreHLYR1OxniMDPtrGxb8HU7sj77U7OD7o47G1NRf1Nf+wIAgCbeMB3mq1EYyl2NoshppcLAgmz+8ns+oYZzIZBEHI/tfZ2cmePXsYGBggGo0yMDDAnj176OrquqwlT548eT7c9DpD7O5ycufisjnZhzkCMV4/M87W5iKaS2burPqjSV46McqKahNKuZSjAz7uX1ZBgVrBzg4HwViK4gIV/e4wH1tTnVOcT0QSvHJyjDV1ZuaHj8HxZ7LHuvWrWXD757NDVO93u3i/28WqmkJuXViKMxDj2QMDLK40ZqNoz5dkhGIpxnxRts6zsrvLxbaWYgY9EdptAR5eWXVFsgdvOMH73eJtL9Rmp9IZtk+m5TUWX77zPFdcwTh7e1zcPL8kWzxuarISTaQ5Pui76O2qC7UMe6PUWbX0u8LT/qZ3OYL4o8mLOltciiWVRkZ90UvKKeST8cfuUJxSg5p6q47KyWS6DQ1WvritgTuXlNI2HsDmFxPtLlWg11p0/PrYCP5okm5HkDfP2dCrFNw8v3Ta9QbcYeouEVRyIRqljBqLFqteyagvii0QJ5FOU2XW0lJqyEZau0Jx7P4oSGBNndihlkolmLQKQvEUE9EUpQY1Y74oGUGgwqTB4Y8RSaRoKtYTjKcwaRU0l+jZ3SH6YBs0cpRyWTZeeX5ZAXZ/jFgyTSKVmVzUXPq5CILAgCc8zYO4qURPPJVhZFJO4QrFWVJhpNSo5icHB3nl1Bgraszcs6ScsYkoL54YYV29ha/c0sxXbmnm4ZWVtI75+daObk4N+/CG47SNB5iIJNnV6eS+ZRXZz/uBXje7u1x8ZEXFh74odgRER43njgxTZdbyl7fM46b5Jfmi+A+QWRXGe/bsYffu3ezevZv/8T/+BzKZjAMHDjAwMMChQ4cYGBhg//79SKVS/uqv/uryd5gnT54PJb5wgl8dHWZhueGKh2vOJ55K8/xkAMfF7McyGYEXjo2gUci4qaWYV0+NsazKyOJKI8OeCPt63CyuMHKwz8NtC0tzhogyGYFfHxuhQC3nrkYNvPbF7LGERM3oxv9D1eQP/pAnzDMHBrDqVXx+Sz1SiYR/freLdEbgL25pznbLfnt6HIlEtOJ6q9XOpkYLh/u8FOqUtJQW8PqZcTY3Wq84le6Ns+OYtQo2NuTKJA73e/FFktw1Qyf5WiGGnYxRXKBmw3nnYFArWFljZm+PKzv4dSHVhVqiyTQmrRJ/NDltYO9Qn4emYv1FI4IvRUORHp1Sxtkx/yWvZ9Er8UwOszUV69EoZYx4IyyvMlFfpOcjKyoJxVPs6nRivch5JFIZxiaiPLq6CgH4h7c6efbAIGlBYGmlkZbzpDCBWBKbPzbrxMGG4gK0SjlmnRK7P4pUIkEuk06zO+t1hrAH4mxptk5LqDNplQSiYtwzEtFtIxhLsr7Bglwm5digj/oiUX4SjKXY0GBlfpmBT22swx1MUG5SZ1Mfl1WbiSYz9DpDDHrCpDICjUWXfi6ecIJANEXtedIRi05JoU5Bt0McHhz1Rakr0vOZTXU8fds8vnbn/GzK3QvHRqgp1HHnIlE7L5FIWF5t5i9ubaa5pIAXjo/y9EvnODMygT+a5BPrqlkzGU99atjH9rM2bl9Uysqa2f+N+V0RSaR47fQY397ZQzSR5qkt9Ty6pjrvKvEHzJw1xv/zf/5P/uZv/ob169dPu3zDhg184xvf4Otf//pVn1yePHl+9yRSoq2SXi3noZWzt2YTBIFXT44RjKV4dHXVRSUC77TZGfFF+NiaKt5qsyORwL1LK4gl07xwfIRyo4b2cT8Lyg1sbsq1ZtvV6WTUF+XRNVUo3/nvELRlj+2t/wqb16wCxB+27+7pIxJP8dSWeooNal4+OcrpkQke31CTtZqa0k0+sKyCt1rtGDQKrAVqepwh7l1azisnx7DqVVfsM9xhC0x6HJfnWH/5I0l2dDjY3GSdMcr3WnFm1E+fK8z9yypyhpm2NBcRjCU50u+Z8bblJg0KmYRURkzkmtIZ2/0xepyhOWuiZVIJiyqMnB25dGFs1atwTXaV64r0KKQSbP5YVvqxoMxAnVXH2dEJLrZBOeyNkM7AkkoTX7ihgcfWVnP7whI0Chm3LSqd9tnucYSQSyVXrC+eoqFIhwRQysTCcNgbnRwWFe3Ojg962X52HLVCyk0t0z87BWpRxy1BLFI1CimOQJzFFUbW1BVysNeNTCKhplBHMJai0x5Aq5KxutaMJ5yg6jybtCUVRpQyCUcHvPQ5QxQVqC5bvHU7gqjk0mkuHBKJhPllBlrH/KJjhTdClVnUH5t1yuyuw8E+D75IggdncIjRKsW/HX99RwstpQXc2FLM1+6az8JycVCzdczPSydG2dxkZcsM3+0PA+mMwME+N//ybjetY34+sryCL25rnLaIyPOHyZwL47a2NqqqqmY8Vl1dTWdn55xPKk+ePP81CILAq6dG8UWSfHJdzZy2Cff3ujk75ufRNVUXtWY7N+pnb4+b+5dX4AjGaR0L8PDKSjRKGW+ctRFOpIgmUxRoFDMW5wPuMLu6nNyxuJSy4Teg9eXssa6C9cy/+8soZNKsNVuHLcC9yypYVVtItz3ILw4PsaLazP3LKgGxW/ja6TFW1pjxR5P0uULcvrCEt87ZWVdfSIctiCMQ45HVVVcU5BFLpnnt9DhLK405MglBEPjtmTEK1HK2tVw8dvhqiSbSvHlO1IJWzzAgV6hTsqnRyo4OJ+F4bhCTTCqhyqxl1BelxqKjf1K/urPTQZlRzfyyucs/llQasQdiWW/fmZjqGAuCQJ1Fly1+xyfELX6FTMqGhkJSaYFTw74ZXTb6XSEKdQqMWgVqhYyW0gJODk/QWKyf1i0GMU2uxqKd9We+3qrHqFXij6YwauRirPjBQfzRJEsqjLx8YpQzIxPctrA0292dQhAEpEiQySQMucMo5VKkEglNxQVsbLASSaQ53O+lqURPOJ6izxmm3KShbTyASaMgc96KQKUQZR1nRyfodYauqPPdbQ/SWKzPWbwurTThDomdblcokeNTHIyJsojNTUWXXNiJkdVpNjR+4PzRPh7gl0eHWVNXyB0XLE4+DIg6Yj//uqObN8/ZWFlj5i9vnceq2kt7f+f5w2HOhXFJSQkvv/zyjMdefPFFSkquT3pTnjx5rh/7e92cGRWL2gst0a6EXmeQt1rt3Law9KK6YmcgxssnR1lXX0ilWcNvT4+zsdFCY3EBrWN+jg95MagVRBIZPjFDcR6IJfnl0WHmlxaw3hJBeOMvs8fCMiPem/+Fiskf8v29bt5stbO4wsgjq6sIxVP8y3tdaBQyvnJzEzKpOBX/wrERVHIZmxotvNVqZ3OjhaMDXjRKsZu2v1cs4i9M2rsYUxZzd09uOZ9P27jYSb5vWcV19Wl9t91OJiNw28LSi17nhnnFKOQSXj8zPuPxaouWIU+Y+iId/e4ww54wrWMBbmwpvqqCptaiw6CRZzW4M1GkVxFNpokk0pSb1KQyAlqljAF3iFRajD+uNGknI6Dh18dGckI1BtzhaTZtb7fZ8UUSog3ceeefyQj0OEMX/cxeCo1SRkORGMYhZERHi4lIkn96p4s93S56nCF0Kjk3zMtdBPmjKeQyKfFkmkFPhFAsRUuZAY1ShlGrYHOTlR0dDqw6JclMhm6HWBAf6vNww7wiuh2hac95YbmRHmeIUV+E5pJLF8bJdIZ+d3jG51xp1lCkV7Kr0yn++4IhvnfaHKgVMrY0X7rba/PHCCfSNBXrEQQxjvy5I0OsqjVz79LZu9xcb0a8EX64r59fHB6m3KThL26Zx52Ly+Y0eJzn95c5/1X+whe+wA9/+EMefvhhXn31VQ4dOsSrr77KQw89xDPPPMMXvvCFa3meefLkuc60jft5q9XO7Zcoai+FN5zgl0dHWFxhvOj2aDSR5heHhygxqLllfgnPHxmmqEDF7QtL8UeTvHpqDL1KgSsU55HVVVmniClS6QzPHxlGJZfy0LJSJC99GklsInv84Pyvs3bxAkDsFn7//X7MWiVf3NaIUiblB3v7GfVF+fyWBkomE8H2dLsY9IR5ZHUV28/aMGoUmHUqup0hbmwp4bXJdLsrHTQbnLSYu2tJWY5TQiyZ5vWz4yyvNs1ayzobBtxhjgx4uWNx2SWHBNUKGR9ZXsmZUT+nhnMH8eqtOtyhBCUGNYFokp8fHqLeqssOfM0VqVTCskoTJ4cncorZKabee08ogVwmRa+Wo1PJiacFOu2i/tWkVSCVStjaXESfK8QLx0eyRXM0kWbY+0GBeKjPw4FeDw8sr8jpcg56wkQS6SuKtp6JheUGwgmxiDdpFXxyfQ2f2ljLY2ur2dxkJZUWqL6guBQEAZs/ikEjxx9N4Q7FCcRSrKg2Za8zNbS5u8tFJiMw4A7TNu6n0qzlo6uq8EeT9J7nRLGy1ow3nCCaTNN0mYHOXmeIZFpg3gzfdYlEwpo6C0cGvGgU0mmOMgPuMCeGfNyxqPSy3fUeZwi9SoZZq+D5o8O82Wrj1oWl3L/s4taN/xW4gnF+dXSY7+7pIyPAn25t4GNrqq+rzCnPh5c5u8k//fTTRCIR/vEf/5FXXnkFEL/oarWar3/96zz99NPX7CTz5MlzfRnxRvj1sRFW15pn1PNejmgizU8PDmLUKGa0VANRs/fckSHi6QyfWVvN2212/NEkX7qxCYlEwq+ODhOMJQEJ9y0rn9Ej+M1WO7aJKH96QyOafX8Ho8eyx05b7mTVHZ9CKpXgCyf41x3dxFNp/vLWZspNGt48Z2NPl5Nt84q5YZ5oFTbsibCj3cHti0rpc4UYcIf5+NpqXjw+ytq6Qvb3uLHqldy9JLfzOxPnW8wtPy9meIp32x2k0gJ3XseBu0Rq8hyK9dOKrIsxr7SAjY0WXj01hkWnmia7qLZokUognkzjCMRwhyR8fkvDNSlqVtUWsrfHTY8zNON7bdQokEsluEJxqi1atEoZggBNxXoO93tYVGEkmsxg1iqIJjM8vr6Gnx8a4gf7+rl/WQXuSX1ylVnLG2dt7O91c+uCEpbPsMBpm7Q+m8swIZANvskgEEtm8IYT2SJ7V6cTuUxKrzM8zXkhkkjjDScpNaiJJ9OMeCOsrjVPK1QVMimf3lTHM/sHcAUTpAWB2xap+eT6GvQqObUWLUcHvNmFbINVlJwk05nL2v+dGZmg1qK9qA55TV0h393TSzjxgUQlmkjz0okR5pcVXFHYT48jSKFOyX/s7iOeSvPpjXXXdUE4W9yhOLs6nZwemcCqU/LY2moWll9ZkmOeP1yuah/vb/7mb7DZbGzfvp2f/exnvPnmm4yPj/PNb37zWp1fnjx5rjPecIKfHRqkzqrjvqWz7+Sk0hmeOzJELJnmifW1M3aRpnS1I94Ij6+vpd8V4tigjwdXVFKoU/Jum51Oe4BUWmBTk3Wag8IUp4Z9HOrz8JEVlZTad8PB72SPOVS1qO79FmadkkQqw3f39DLkifDYuhqWV5tpG/fz04ODVJm1fG5LPVKphGgiza+ODdNYrKemUMt77WIc9cFeDwa1qBX1R5N8fBbRtDs7nARiqRk7YmJYiYc7F5fO6Ll7rXivXbS5e2D5lQ9O3rmojIYiPc8cGKDX+UGUsUouo8Kk4a1WG+F4mmqLbs7F44UUFaios2o5Njhz0IhUKqFQp8zaukknn8viCiN9rjCjvgjukJhS12UP0FCk54vbGslkBL6zq5fv7OphfCLKv+7o5viQl4dWVsyo6Z7ypr2aLrhJq8SokSOTSoin0lntdCiewhNOsLrWzNuttmkOIP5okkA0wbxSA2qlDE8owcZGa46G3ahR8N9uaqLUpMasVfCFGxqzn5919RbabQFGvGKoxrAvgkouJRATP7sXI55K024LsHSGxdsU8kk7OXcwzv4eN3Z/jGcODJBKC5cM65kikcpwaniC05NBMF+6qelDURSnMwJd9iA/PzzEt97rZtgT4aGVlfz5zc0sqjDmi+I8c+8YT2E0GrnjjjuuxbnkyZPnd0w4nuInBwcpUCv42JrqWQ+XCILAK6fGJuUJ9RftPu3vdXNs0Mdja6uRAK+eGmNjo4VFFUbaxv3ZTurqOjN3zxCbPOyJ8MpJ8TZL9X4yz/1JdlWfkKrp3vLvbK4pRRAEnj8yxJF+LzfOL+beJeU4AzH+Y3cvEomEL9/UhFGjmLR6GyYtCNyztJxnDwzQUKQnnREY8oZZWmni1MgET26oveLt1EF3mL09Lu5dWp4zdBhPiZ02sYs7e+/fK2XIE+ZAn5uPLK+YlZ2UVCrhsbXVvHhilB/vH2R5lYkF5QZSGSEbx/zQqkr6JiOMr5V36+raQl46MUowlqRghgAYq16Je3IAL57KoFfLkEig3KhmX4+bcDzF/DID3Y4QQ54ItVYdX9zWSJcjyD+93cW80gJumFfM4gojuossRoY8EfzRJIvnEHc+hSAIaJVyVHIZvnAiWxgf6feglEn5xLpq/nNPP3u6nNw0X5y/cQZiBGIpllYa2N/jQoCL+oX7o0nUcimxhCS7QACxU31s0MuLJ0bZNq+It1sdLK8x4QkmONLv4daL6MvPjvrJCMIl47zHJqIYNUpWtph445zo+GLRKfns5vqLhvWcz+4uJ10OMbzmkVWz/9syVyKJFJ32IO5gnEQ6QzojIAhiQeyLJBjxRkikBeqsWh5eVcWSCmN+qC7PNK6qY+xyufjqV7/K+vXraW5upq2tDYDvf//7nDp16pqcYJ48ea4PsWSanxwcJJnO8MT62jkNmOzscHJmZIKPram+6I/62dGJrHa5xqLj54eHqC7UcseiMjyhOM8dHiYQTTKvtIBHVlfl/Ej5wgl+fniQhiIddzYbyPzyY0jP0xUfaP4qG9ZvAsR45VdPjbG40sjnNtcTT2X43vt92P0xPrG2mpbJ7e0dHQ56XSE+vqaanR0OEqkMa+rM7Ox00lJq4OTwBHcvKbtirfWUxVxzsZ61dbmerG+32okmMjywYvb2d1dKIpXh5ROjNBXrp6XUXSlymZRHV1fxyOoqHIEYzx0Z5sXjIxTqlNRaddw0v4RURmDQnRv5O1cWVRhRyWWcGJo5aMSqV+EJxZmIJEmmBeqtegbdEbY0F3FuzM+IL0KdVUeRXknruGj/JpFIkEslFBvUfHZzPevqLRctigFOjfgoNagpM84+xGYKTziBRiljQZkBTzgxGYGcYl+Pm81NVspNWm5fVMquTme2I98+HkAqFS3eHIEYy6qMnBiamPH+jw/5KDGokUiYFrkskUh4cEUlKrmUF46PUmXWcNvCUgwaOYf7vTM6dQiCwL5uF8uqzJfcuRj0hNEqZTy4QrRd+5Ot9fzFLc1XtGMQjCV54dgItRYtj67+3RTFU8N9//BWJ6+eHJvspEcnJUBx/NEkBo2Cu5aU85e3NvP5LQ0sqzLli+I8Ocy5YzwwMMDGjRvx+/0sXbqUvr4+4nFxy+vs2bMcPnyYZ5999pqdaJ48ea4dyXSGnx8awh9NXrLTeykO9rnZ2enk/ovogUF0qXjhuJiMtb6+kGcPDiIBPrammmQ6wzMHBhhwh1lRbeLJjXU5nchYMs1PDw2iVyl4dHUVvPpppM627PEz1rtYcd8XkUklHBnw8OyBQaoKtXzllmbUChk/3t/PmRE/mxqt3L5I7J61jfvZ3eXigeUV2PwxTo+ILhyvn7VRalDTbQ+wtq6Q9bPw6d1+1kYileHBGazlep0hDvd7+eiqypz0u2vJm+dsBOMpPr2pbs7Ft0QiYVmViWVVJlLpDAKQEQS++Xo73lBCfH0cwYu+37NFIZOyrNrE0QEvW5qKcooUi17FkQEv437Rom1xhZEOe4AHllfw5jkb58b8fHRVFQsrjJwanuCuyd2G1rEAZUZ1zvDmhSTTGc6O+tk2g2PEbBjyRFDIpDy5oZrTv5xgX48Ls06JUi5lY6Oo2d/QYGHYG+Fnh4a4d2k558b86JQyfn54iEKdkk9tqOWV0+OMT0SnLTLjqTTHBr1sbLTS5wrRbgtSfV5SnVmn5As3NBCIiZHXvc4gWpVok7a/x83NF/hunxvz4wol+MS6mks+pz5niDqrDolEglGjuOLPriAIvHRilEAsycfXVP9OpAmCIPDmOTsH+9xsm1fMpiZr3kkiz5yZc8f46aefxmQy0dPTw969e6fFhW7atIkDBw5ckxPMkyfPtSWdEfjl0WFs/hif2lh72eJhJk4O+3j9jI1bF5aw9iIF5Ig3wi8OD7Oo3Mjdi0t545yd8YkYn1xfg0Yh47kjQxwZ8NJSVsDntzTkdK+mzjOSSPPEhhqUB/8f0o7XssdHtfMxPfQdjBoxpes7O3vQq+X81a3zsOiUvHpqlJ0dTppKdHxmUz1ymRRnMMaLx0dZXWumxKBi+9lxbpxXxJmRCeKJDBPRBNUWHffMwkqqdczPiSEf9y+vyJEDxJJpXj45ysJyA8suoee8WtrHAxwZ8PLA8oocr9y5IpdJUcikos7YrKHfHaK5RE+PI3j5G8+CjQ0WJqJJzs2QhGfVK4mnMgy4w5i1ClrKDHjDSVH6UGHEFYwjl0pZVGHEH00y6ouSzog+tIsvIROY4uzoBMl0huVXMKR4KYa9YSrMGlrKDDyyuoqJaIqJSJI/2dqQLdAkEgmPrKpiVW0hLxwfYWenk1A8hV4lZ+u8YlbWivaFr58Zn+bUsbvTRTKd4dYFYqR3jyOQ8/hTxStApVm0sJtfVsCebie2yUUFiDKD7WdtLK82XdJ68FJWbpfjYJ+H9vEApQYNC8rnLk+ZDSeGfBzoc/PwqipuXlCSL4rzXBVzLox37tzJN77xDcrLc39AysrKGB+f2RczT548/3Wk0hl+eXSYPmeIJzfUzmn7eCq1amuz9aKdNmcgxk8ODlJj0fLQykoO9Hk4MuDloZWVlBk1bD83zptn7TRYdXzhhsacjrUgCLx8YpRBd5hPrqvBOPQO0j3/O3s8ILfguesZakotjPoi/NPbXSTTAn9+UxO1Vh17ulxsP2PDolPy1Fbx/kOTwQslBjXb5hXx/JFhGovEcIO2sQAZIYNRreSxtTWXneifYiKS4NVTYjDIhXpNQRD4zakxUukM9y27fp6t/miSl0+OsrLGzJJK03V5jHqrjgFXmKYSPa5QYlo89NVi0atYXGHk/W7XtAbL1DGAfleYMqOaGosWuVRCvztEZaEWlVzKkQEP5UY1hToFrWN+uh1BQvH0JQfLQHx/DvZ6WFJhmlHfPBuGPdFsetwT62uoMKkxahQ5+nSpVMK9S8vZNq8Yq17JI6uqKDWoaSjSI5GIx8Ymorxyaox4Ks2pYR/7elzcPL+EogIVJo2C/stIWdQKcWBSp5JTadbykwODDLrDeEJxfjK5Y3P3kku7ogy6wyTTwmW9kC/E5o/ydqudphI9Jq2CWmtusMy1xhdOsP2sjU2N1uu6+Mzzx8OcC+NYLEZh4cz55uFwGKn0+hnX58mTZ/ZMFcW9zhBPbqybMQ3tcnTYAvz62AhragsvGhzhDMb40f4BrHoVH19bTdt4gDfP2blzcSmLKowc7nfz7P5Byk1q/nwGzaIgCLxxzsbZsQkeW1dDVbiNzEuf/eB5SBSc2/QfLF24AEcgxt+/2YknHOfPtjWyrNrMyWEfLxwfQSaT8In1NdRZdVnpCCDasZ0YRSGTsrzazDvtDpCAXq3gyY21aJRX1m0SX88R9Co59yzNLTRODPk4M+rn4VVVV114XQxBEHjx+AhapWzGc7hW1BeJBbFZq0Qll9Jpz+1aXg2bm6zY/DF6naFplxvUclRyKUOeMCUGNQqZGLjS5xILvYUVRjpsQQY9ERaVG2kd93NiyEu9VXfZock+V5hxf4z1MzigzIZYMo0jGMsWxgq5jKWVJo4NemdcQCTTGc6N+Sk1aqgs1OIKJbIFZKVZy8fWVHN2dIL/7/V2Xjg+yvoGCxsaLEgkEspNGjyhxCUdJwAai/X0u8I8uUHcEfr+3n7++d1uwvEUn91cf0lva4BuR4jiAtWsdh+S6Qy/OjpChVmDQa2YU4rgXHinzU6BWn7FUe158lyOOVev8+bNY8eOHTMe27t3L4sWLZrzSeXJk+faIlqqDdPnCvOpjbXUWXWXv9EFtI8HeO7IEEurTBdNrXIF4/x43wAmrYJPbaxlzBflpROjbGiwsKnRSvu4n398u4tCnZKv37Vgxo71nm4XB/s8PLyyima5k8QvHkaW/iA6+NCC/8n6LbfjDsX5+7c6GJ+I8tSWBjY3F9FpD/DzQ0NEk2nuWFTG+nrLZPE4iisY5/F1NezqdDDmi3LH4lJePTVKLJlGp5TxqY11s9IAv9PmwO6P8tja6pwCwBmI8fqZcbY0Wee0HX2l7OlyMeAO89FVVde1CKm16JBLJQx6xO319vFrWxhXmrU0FOl4v9s17XKJRIJBLccZjGd1t/VFOvpcIez+GAvLDDQU6XjznI0F5QYcgTjHh3ysqDFd8vEEQeC9dgeNxXqqCq+uqznijSAITFtobmiwkEpneP3MeE4X/ECvm0A0iVmrJJZMI5FATeEH38f5ZQaevr2Fh1ZW8sVtDVndNEBVoZZEOp21Z7sYjcV6POEEkUSaz26u46ktdTy0soIvbWu87PCcIAi02/w5kdmX442zNvzRJB9dWUmf68oiqa+WsYkoZ0b93Law9LqmSOb542LOn6TPfe5zfPvb3+bb3/42Pp84UZxIJHjppZf47ne/y1NPPXXNTjJPnjxzRxxgG2LAHebTG+uoscy+KG4b9/P80SFWVJt5cEXFjJPc7lCcH+3vx6BR8OmNdUxEkvzi8DDzSgu4a3EZ/a4w/+u1NrRKOX93/yJKjbkax4N9bt5tc3DPknKWmpNEn70fZfwDx4Kj1Z9l9f1fIhhL8Y9vdzLgDvP4+hpuXVhCnyvEs/sHmYgkWF9fyP2T8oW3W+202/w8tq6aLofon/zA8kreabUz6otiVCv41Ma6Wfnzto752d/r5r4ZYqKT6Qy/OjZCsUF9XbtYvc4g73U4uHNx2VUXd5dDKZdSY9HS4wgxv6yAAXeYaCLX8eBq2NZSTJ8rTPcFGmapVEIsmaZisjBuKNITiKYYcIcpNaq5e0k5Nn+UQXeYSCJFIJK6rKSkwxZk2BvhlvlX//4MeSIU6hTTLMzqivQUG9S0jvvZ0eHMFseD7jC7Op0srzahlEsJxlKUFKhzdin0Kjkrqs1UmrXTFqAlBjVKmZRBT/iS51RTqEUpk9DjCOIJJ3jxxCgvnRjj33b1Zn2hL8bYRBRvOHlJK7cLOdjnzkql4ukMoXj6d1IY7+50UmnWXHUSY54853NVkdCPP/44X/nKVygtFbdUN23axCOPPMJjjz3GE088cc1OMk+ePHMjFE/x4/0D2P1RPrt5bvKJMyMTPH9kmFU1hTxwEWN/uz/GD/b2Y1CLRXEwluKZAwOUGlU8srqKYV+Ep18+i1Im5f8+tJiyGazdDvV5eP2MjdsWlrC+Qk7wmfvRhIazx1uL7mL+x/6eaCLN/3mrnU57kEdWVXH/8gpGvFGePTCANxxnUbmBT66vRS6T8n63i709bj6yopJoIs3bbXZuX1DKyWEfp0YmsOqVfGpT3awKS1cwzssnxQG+mTyJ3zhrwxtO8OjqqpywhmvFROSD+O2ZwlCuB43Fevpcoazu9MIC9mppKNKzoKyAN85OD8IQBIF0RsCknRou0yCTiHZiZUYNpUY1N80v4d02MdhELpMgu4SeO5ZM89sz4yyrMs7p+3AhQ95IVkYxRa1Fh0GjYGW1mV2dTp45MMhvTo3x7IEBmor1tJSKhZwzEKOu6MoXqqLThYwB16ULY7lMSmNJAefG/Pzs4CBapZynttSjUcj48f4B4qmLL2pax/yYtQoqzbnf0UxGmNYBT6QyvNtmzw7iLqow0uMIoVXKsguZ64UzGKPdFmBrc1E+lCPPNeWqAj5+8IMf8OlPf5rt27fjdDqxWq3cfffdbNiw4VqdX548eeaIN5zg2QMDZASBp7Y2zMl94mCvm9fP2tjYaJm2pXs+I94Izx4YpNSo4vH1tUQTaX68fwCjRsHj60U5xV++eBqFTMq3HllK6QzyiUN9Hn57ZpxbF5awtVbLxA/vxeRtzR7vN6yh9BM/IJEW+Ie3OulyBHl0TTUfW13FuD/GswcH8IQSVFu0fGqTqKE80u/h7VY79ywto0iv4of7+lldY8YVirGj3UGpUc1nNzfMSlYSS6b5+aFBrHoV9yzNjYk+MeTlyICXx9ZWZwfHrjVTshi9Sn7R+O3rQVNJAe+0OfBHU9RZdXRcJjltLtyxuIx/3dHNkQEPGxpEm7N4Spi2wJDLpBTqlHQ7Qtldh61NRezscOAMxGguMdDnCtE0g4RlaiAymc5w1xXGfF+KVDrDiDeStQKcQjNZGGpVcj63uY7dXS5GfRG2tRSzsdHK0QEvSpkEVyjBHYuvvLNaqFWikEkYnYhmHS0uxqJyA/+2s4dSo5qnb2vBrFPy5MZavvVeDzvandw1wwBeJiNwZtTPkgsS4DrtAXZ2OBn1RZFIoEAtR6eU4w0nyAgC9y4tz2q1O+0B5pUUXPfP5YFeNxadkgVl+W5xnmvLVSffrVu3jnXr1l2Lc8mTJ881YnwiKibaqeQ8ubF21sNfgiDwTpuD97td3L6olC1N1hl/6HqdIX5xeIhai5aPr60hmkzzo/39aJUyPrWxlmFvhL9++SwquYxvPbJsRvlEtiheUMIN9QV4fvAAVveJD56LtgXlx36BIFXwf97soM8Z4rG11Xx0VRWjvijP7B/AHYpj0Sl5ckMdhTolZ0YmeO3MODfPL6axWM8P3u+nzqqjQK3gB/v6KdKr+NMbGma13ZvJCPzq6DCxVIbPbK7P0TSO+iL85tQ4W5uts9qGng2CIPD62XFcwThf2NbwOxlumqLcqEanlNHrDDG/zMB77Q5S6cw17Ypb9So2NFjZ2eFkSaUJvUpOKJZEJZcSiqeyn+MCjYJQPEnhZBc5mcmgkEppKNbjCsXY1+POKYwFQeDddgdnx/w8uaH2msRyj/qixFMZGopyP0d1Vh3djiD3Li2n/oLj3nCCtCAglTCrhZlZp6BALSeVztDvCl1SMlJn1WHzx1hTV5hNYixQK7htYQm/PTPO6jozxQXTv4+9rhC+cIIai5ZEKoNSLu66vN1qZ1GFIevJHIwlCcdTGDVKFlUYsu9LJJFi0BPhY6utV/yc5kI0keb08AS3LSzNB3TkueZc9V+GQ4cOsXv3bjweDxaLhRtuuCHfMc6T57+Q9vEALxwfodKs4RPrambt6ZnJiDHPp4Z9PLSygpU1M7vPnBr2TXr0Gnl4ZSWheIof7RtAJpXy6U119DhCfOO3beiUYlF8oRZXEAT2dLl4t90hdorrCrD/6BHKXIey13Go60l+7CXkGgPffL2NYW+ET66r4cGVlQx5Ivzk4OBknLCcxzfUUlWo5dyonxeOj7ChwcKKahPf3zuARa+ipbSAf3m3m0Kdgq/c0kRj8eyGi95tt9PnCvO5zfU5Q3rheIrnjwxTY9Fy64KZ3TquBQf7PNlo7QuLmuuNRCKhoVhPjzPEA8sr2H7WxoA7PGNn9mq4saWYc2N+Xj05yoMrKoml0mgnu5NTBZhSJkUuk+IOJygxqNnZ4QQJfOOehfzzO128eGKEhmIda+ssqBUyXME477TZabcFeHBFxTUbiOxzhTBqFFj1ue4NDUV69vW48UeSOXaEvkiCeDJDU4l+Vt/PQp0SmVRKgVpGj+PShfHZUT8mrYJMZvrlq2sLOdTv4Z02B5+8IOTjcL8Huz/Gzw8PU1ygYmODhbdb7dy9pCxbFF+KTnsQqQSaZmnzNltODPmQSCSsmEPCY548l2POhXE0GuXRRx9l+/bt0zRHEomEO++8kxdeeAGN5vpqjPLkyfMBgiCwu8vJe+1O1tSZuWdJ+ay7ebFkml8dHabfHeaT62uyWsgLH2dXp5MdHU62NImJcr5Ikh/t60cpl/LpjbUcHfDwrzt6sOiU/ONDSygqyC2K32q1s6/Hzb1Ly1lRrsT+/Qco93xQFLtVVUQefZmU0sjfvtaKN5zgqS0N3LG4lH53mJ8fGiKeSqOQS/n42hqaSwo4OzrBr4+NsLbewtbmIn64tx+1QsqKaiP/9+0uDBoFX79rwawHEE8MeXm/281DKytzdKlTQSQZAR5dc/3ibzvtAd44Z+O2haUs/B0FJ1xIU7Ge106PU6CWU25Uc27Mf80LY7VCxsMrK/nR/gF+c2YMhVSKSSPFE05k37dEKoNBraDPFSKRyrC/1839yyooMaj52l3z+fLzp/jl0RHebXOgkEmJpzIU6hR8emPtrBdEl6LXKbovzLSb0lCkQyWX0jruzykqXYE4vkiCeTN8vy6FRiFDrZBi0SnpcgTJZIQZP2+pdIYDfW5uaimm3x3BEYhRMrkwlUol3L6olJ8eHGLIE86+pu5QnL3dLtQKGZ9YV80Lx0f4l/e6+cS6misqigHaxgPUW2dX7M8WQRA41O9mebUpH+SR57pwVcl3b731Fn/3d3/HwMAA0WiUgYEB/vZv/5Z33nmHp59++lqeZ548eS5BPJXm+aPD7Oxwcu/Scu5fVjHrotgdivPd3b2M+2N8bnP9jEVxKp3hxROj7JqMgr5jcRnuUILv7+1Do5DxqQ21vH7Gxrd29FBl1vLPDy/NKYrTGYGXT45xoNfNR1dVssAqxfW9+6YVxT5lGYGPvoxfZuab29sJRFN85ZZm7lxSRutYgJ8cGAQgI8DDKytZVGHkzMgEvzo2wvoGCze1FPGTA4OkBYE1tYX8/VtdFKjl/O/7F826KO52BHnl5Bhbm4tYeUGHShAEXjs9xog3wifX11yT7fmZsPtj/OroCMurTGxpur7b1JeiqbiAVEZgwB1maZWJ1rEAqXTm8jecJfVFem5fWMrb5+ykMgIlRjWekOgJLAgC9kCMhmId7eMBfnFkiKZiPatrxffGrFVy26JSFpQV8Ojqau5cXMZnN9fxF7fMu6ZFcSyZZtgboeEiw3NymZSW0gLaxqcn+gmCwKAnjEQCS2YpuZFIJBRqlRTqlARjKYYuYtt2dsxPKJbiwRWVFOoUHOxzTzs+r6SAequON8/Zs42tPZ1OvOEEdywqpaXUgFQiIZJIM/8KbduiiTTd9iBLq67voq3LEcQbTs4qsj1Pntkw58L417/+Nf/rf/0vvvrVr1JTU4NKpaKmpoavfe1rfP3rX+dXv/rVtTzPPHnyXARPKM733++n3xXmUxvrWD8ZBjAbep1Bvru7D5VCxhdvaJzRpSEcT/HsgUHaxwM8saGWtfUWRrwRfrC3D4NawaNrqnn24CAvHB9hQamBv7t/Uc4AWjSR5tkDA5wbneAT62ooU8UI/vBeKv0faIo9ygomPvobemNG/m57ByDha3e2sLmpiIN9bn55dAi1Qkosmeb+ZaLU49igl18fH2Fjg5Vt84p4Zv8g4UR6sijuxKxV8E8PL6XCPDsXgrGJKM8fGWZppYnbFuZae+3rcXN8yMcjq6uv2xS+P5rkp4fEQJSLuYL8rjBqFZQZ1XTagyyuMBJNpum5IJTjWrG5yYpVr2LYF2EiksAdFL2sg/EUkUSaGrOO18/YUEilPLK6atrrsrauEJs/TrFBxZq6QhomEw6vJT2OEAIw7xKF46IKI4OeCL7zgj4CsRSOYJw6qz6r/Z0NZp2StCBQXKCaMUZbEAT2dbtZXGGkUK9ia3Mxxwd902zaJBKxazzii3BiyIfdH2NvjxuLXsma+kLea7eTSme4saWYnZ3OHC/mmWidXABc792MQ30eGop0l4y0zpPnaphzYRyJRC6qJd64cSPRaHTGY3ny5Ll2nB2d4Du7egH44rbGWXuHCoLAgV43zxwYpLlEz+e31OfoIUF0nvj33b14wgme2lpPc0kBnfYAP9rXT7lJw83zi/nOrh72drtYVVvI1+6an/Oj7w0n+N77fbiCcT63pR55aBzps3dQGTqbvY5LVYP/0dfYbVfy77t7KTao+ea9C1laZeKdNjuvnxnHolcRjKX4yIpK1tUXsrvLySsnx9g2r5gb5ll5Zv8gkWSaJRUG/uHtTkoMKv71kWWz1uR6wwl+enCQqkLtjO4PrWN+3m6zc+eiMhZcJx/VqYWEQiblE+tqrpv922yYV1pApy2ASSumm50dnbgujyMIovvBjfOK6XeF2X7Oxv4eN3s6nQx6wpwZmyAjCNy9pCwnya2xWE+hTsGRAe91OTcQpS3VhdpLpsi1lBZgUCvY1/tBx3bAHcYbTsy542nVK/GEEiytMnJ2ZIJEanrHvm08gD0QY+u8IgBW1pgp1Cl5q9U+rcCtKtSyscHK62fG+cXhISQScUdgfCLK+91u7ltWwUdWVDDoidB3GXs4EHW/LWUF11Xe4AzE6HaErljakSfPXJjzX9l169Zx7NixGY8dO3aMNWvWzPmk8uTJc2mS6Qyvnhrll0dHWF5t4k9vaLhsBO6FxJJpfnl0hDfO2bhlQQmPrK6aMT3q6ICXH+ztx6pX8aUbGykzajg64OVnh4ZYXGGk1qLju3v66HWG2NRo5Su3NOcMpw17Ivznnl5kUgl/srWBkY7jFL9wN8Wxgex1HJpGfI/8hl92JHnl5DhLK0383f2LKDdr+MWRYfZ1u6gwafCEEzy0spLVtWbeOGfjvXYH9ywtY32DhR/vHySaTFNj0fLtnT00Fun5t48txziLaFsQu7Q/3t+PXiXnsbXVOQXpkCfMC8fFaOyNjddnSzeRyvDTQ4PEkhk+vbH2sjG+vyvmlxrwRZI4g3GWVIqRzBcWZ9eCUV+URFrggeUVPLK6EgkSdnc5+c3pcRKpDA+uqGBdQyHj/twmjEQiYU2dhVPDvkt69s6VTEag2xG8ZLcYRDnF5iYrx8+Lh36v3Y5aLmXTHD83Vr0KdyjO6tpCEukMx4c+KP4zGYEdHQ4WVRiyqZIyqYR7l5bTNh7gxJBv2n3durAEfzTJrk4H8WSaaDLNSyfG2NJkZVVtITUWHQ1FOnZ1Oi7ZNR71RRjyRFhbd33lDQf7PFh0ylmn8uXJMxvm/Jf23/7t37jrrrsoKCjg4x//OGazGZ/Px3PPPccPfvADtm/ffi3PM0+ePJM4AzGePzqMP5rksbXVc7IGG/VF+OXRYZJp4aIDScl0ht+eHuf4kI9t84q4eX4JEgm81+5gV6eTTY0WXME4OzudJNMZbp5fwsfXVud0jI4Pennt9DiNxXruXlLG4Z2vcMPpv0ST+WALfqRgKd57fsIzR/z0u8PcvqiEz26uJ5pI8709/QRiSSrMWkZ9ER5aWcmiciO/PDpCu83PI6uqqC7U8v33+0ilM2iVMp7ZP8DyajN/e99ClLO0NJsKRZly17jw+dj9MX56UNS1Xiwa+2pJZwR+dWwYZyDOn2ytxzTLwv56UmnWoFPK6LQHWVFtYvtZG532wGXT5mZLnzuEQS2nqEDFvFIDVYVa/vKWZl4/M044kWZLczGOQJxeZ4gbW3JlLitrzLzXbufcqJ9VtTM7q8yVQU+YUDzNwivw0F1dW8iJIR/PHhig1qLj3KifRRVGFHO02rPqVSTTYujJyhoz73e7stZ2uzqdeEIJPr6metptmkoK2NpcxKunxkikM6yts4jhHO12VHIpm5uK2NXpxKBR8JEVlayt++D1uml+CT/Y28+AO5xjOzfFwT4PJQbVRfXW14JIIsWpYR+3LSzNB3rkua7MuTBeu3YtyWSSL3/5y3z5y19GLpeTSqUAUCgUrF+/PntdiUSC35+rhcqTJ8+Vk8kI7O91895kOMWXbmyadZdYnOj28NY5OzUWLY+srprR49gREIe9fJEEn1xXw4JyA/FUmpdOjNI+HmBNrZlzYwFGfBEUMgm3LizjvqXTo6KT6Qyvnxnn2KCPrc1WFpQWcOrFf+C2oW8j5YMuXq91G90bvsXP99hJpAU+u6mOe5aWM+SN8NzhIbQqGUUFSsYnonxyfQ1lRg0/3NePJ5TgyQ11FKjlfG9vHzKJhFA8xZ4uFze2FPNXt86btfQgkkjxzP4B0pkMn9/SkDNMNxWaUmpUXTcHikxG4NfHRuhzhvj0proPnZZSKpXQPCmn2NpcRGORnpNDvmtfGDtDNBSJjg9Tn3NvJMHYRJSFk4vBppICXjw+QiyZzlnA6FVyllSY2NfjZmWN+ZoWU+fG/JQYVFf03ijlUp7YUMtLJ0YZcIdZWGGg1DB3Pbp1MrrcHYpz0/wSuuxBfnpwkEqzhiMDXu5eUjbjed22sAS5VML2szbebrWTEQTkUimPratBJpUQiCX5/929MCeeus4qdo13dDj4nFWX8zo6AjFOj0zw0MrK61qwHhvMW7Tl+d0w58L4wQcfzK/a8uT5HeEKxnnpxChjExFuml/C1qaiWRdl/miSV0+O0u0McVNLMdvmFefcx/mFc7lJw5dubMQyuXX7i8ND+KNJ6qw6jgx4EQTQKmTcvbQ8JwDEG07w/JEh3KEEH19bxUQghOv5z3Oz941pj9dW8VF21H6FnQfGKDOp+fJNTSwoM3Cg18NbrTbqrDpiyTTOQILPbKpDLpPy3T29qGRS/vSGBkLxFN9/vx+5TMKIL8KAJ8xHVlbyqQ21cyqKnz0wSCSR5qktuV7FgViSZw8MoFPJeXx97Yyyk6slkxF44fgInfYAT26onbWDxu+KltICfnVshEgixZq6Qp4/OowvnJjTMNlMJNMZhjwR7l8uptOZNAqkErBNxHCFEtm44sZiPRkB+l3hGXXeW+cV8a87euiwBa+ZDjyTEWgbD0zrql4Oo0bBZzbVAfCfe/pmvaA9H51ShkYhwxVM0FhcwJMbavntmXE6bEHuWVLOuvqZz0sikXDzghJW1pjpcYaQyyQsKDOgVsh4u9VGcYE6pyie4pYFJXzv/X5OjUxMi0EXBIHtZ22UGdQsv8YpiOeTSmc41OdhVa05b9GW57oz58L4Jz/5yTU8jTx58sxEJiNwsM/Du+12ivQq/mxb04zpcZdCEATOjvp57fQ4GqWUz22unzFtKxhL8tKJUXqcIW6cV8yNLWLh3GUP8utjI0glIJdKGHCHUSmkZDLw0MrKnFjgDluAF4+PYtDI+eT6Gg6dbmfzqa9QE/kg4jmNjOPz/pJfcge9nV7W1RfyhRsaUSuk/PzwEJ32IKtrzXTbg0gkEp7aWo8rGOeF4yNUF2p5bG0N7bYAr5wcQSqRMOCJEoyl+Oymeu5bNnt5QzCW5JlJffJnN9flFHjBWJIf7RP10J/aWHtdfpwzGUHsyNsCPL6+9qLb1h8GmksKkCAGOiyd3MY/PuTjlgW5koa5MOAOk8oINBaJEh+5TIpJq6DbEQSgctJdRK8S/ZR7nDMXviUGNfPLCtjT7WR+2bWJKe53hwjGUiyunJv7gjcsarPnikQiwaJX4gmLLhPFBjWf3Vx/xbc365SsuaCoH/ZGqJ7BiWaKGouO9Q0Wtp+xUWZUZ/XLuzqd9LtCfH5L/XVtlJ0Y8hGOp9jcWHTdHiNPnik+HNMcefLkyWHYE+G102M4grFJx4XiWVtOheIpXjs9RutYgHX1hdy+qDQnRniqcH79zDhKuZSnttRTY9GRyQjs7HDwXrsDhUxCKi1QqFeSTAtolTI+sa6G8vMsyuKpNG+ds3NkwMuKahO1Vh0H3n2Zjwz+f+iTnuz1IrIC3p7/D/zK00AmE+PJDTXcv6yC8YkYP9g7jIDATS3F7OtxU2pU8+jqKvb3ujnQ62FdfSF3LS5jR4eTd9vEKXtXKI5CJuXPtjWytblo1j/Q/og4aJcWBJ7aUn/RolgQBD67uX7W8dpXQjoj8OLxEdrGA3xyfc2s3UV+16gVMhqL9bSN+VlRbWZFtZnjQ15uasndhZgLHbYA5Ub1NIeUQp2KAXcYg1o+rZvfVKKnbTxw0fva2lzE996/tEZ2Nhwf9FFdqJ1T8mA4niIUT1NcoLr8lS9BkV6FKxi//BWvgHRGYNQXZXn1pSUKty8sxeGP8cO9A6ypK8QditM2HuDepeXXdWcjlc6wu8vFqlrzjI45efJca66qMI7H4+zYsYOhoSFisdi0YxKJhK985StXdXJ58vwxEkmkeKfNztEBHw1FOr58U9Osf4QFQeDksI83z9lRyKR8ZtPMA3b+SJLXzozRYQuytk4snNUKGf5Ikl8fH+bcmB+pRIJSJqeppIB+t6j7fGR11TSXhFFfhBeOjRCKp7lvWRn9Dj/BN/+JTzp/hoQPptkd6jp+WP53HB43Ul+k5ovbGmgqLuD9bhc7Ohw0FuupMmvZ2elkeZWJbfOKeP7oMA5/TAwDKTfwq2Mj7O91gQDRZIZig5on1tfmdK6vBHcozrMHxEG7z88Q9TwVc53OCDNGQV8LkukMvzw6TL8rzBMbaj/0RfEUiyuMvHZ6nFgyzepacQis0371kgVBEOiwBXPCVKx6JUcHPGy6wKqrsbiA97vdeMOJGSUKNRYddVYtuzqd1M2gkZ0NkURKLAaXlc/p9s7JYvZq47yLDCoGBi5voXYl2PxRkmnhkh1jELXSj2+oYVeHk7OjExSoFTy+vob5VzCAeDWcGPIRiifZ2pzvFuf53TDnwvjEiRPcc889OBwz27jkC+M8eWZHOiNwdMDLzg4HUqmER1ZXsbTSOOsfcmcgxm9OjzHoibCu3sKtC0pytv4FQeDYoI83z9nQq+R8bnNdtpvWOubnV8eGsU3E0KnkLJssOLsdoaw7xVRXMJ0R2DtZ1NZatKyoNnPoVCsPDX6DquDpaY95rmAL/6z9cwJBNfcvL+Pja6sJxVL85/t92P0xbmwpxhmIsavLye0LSykqUPKf74uWaV/c1ohUKuE7O3s5PTKBRilFKpHQWKznyQ21MwaSXI4Rb4SfHhzErFPyxIbanEG7iUiCZ/YPkBEQi+Lr0K2KJdP84vAQ4xMxPr2xLidu+sPM/DIDr54ao8seZGmVicZiPYf6PVddGI/7Y/ijyRxLLrNWgc0fo/qC7mStRYtCJqHXGcqRCExxy4JSfrC3n0578KoKuWODPmRSCYvn4AQD4ndTJZdi0FzdZm1JgZqJSHLGocPZMuyNoFZIr6iLrZLLuGNxGXcsLruqx7xSUukMe7pdrKop/FA5s+T5w2bO384vfOELGAwGvve97zF//nyUyvyHNk+euSAIAp32IG+12vGG46yrt3Dz/Nxi9nLEU2n2dLnY2+2izKjmCzc0ZLWY5zPqi/D6GRsjvgibGq3cPL8EpVxMktt+dpw3ztpIpgXmlxlYW1fIyWEfyXSGJzfUTvNtHfVFeOXkGK5gnPX1FmwTEewHf8EX7f+KMvGBC01SouBXps/zS+E2agr0fGVLPUsqTdMcNj66upL32hxEEmk+vqaaPleIt1rtLK82cd+ycrpsQX6wtx+bP0ZVoQaJBBqK9HxyXe2cCtYOW4BfHh2m3qrjY2urc+QlrmCcH+8fQK2Q8tlNdRiug3wiEEvy80NDTEQSfG5LXVa3+fuCTiWnvkjPuTE/S6tMbG6y8uyBQUZ9kRk/d1fK2ZEJzFpFdsBuCrlMSjiepvwCjb1cJqXOqqPHGbxoYVxn1bGowsBb52w0FevnFJSSSmc42OdmdW3hnItRVyhOUYHqqvW4U3MGzkD8qhdTI94IVWbth3KY/kCfh3A8xbZ5xf/Vp5Lnj4g5F8ZtbW08//zz3HvvvdfyfPLk+aNi1Bfh7VY7fa4wiyoMPL6+Bqt+dvrDKdnEu20O4qkMdy0uY129JUfrGUmkeLfNwdFBL9WFWv5sW2NWI9zjCPKjfQN0OQKUGzU8srqcjAC7upw0F+t5aFVVtqOaSGXY2eFgX6+bSpOaJZVGWrt7ecj+LzR69kx7TJu8gn/QPc2ooomHl5bz8KoqQrEU39/bz9hEhBvnFaNTy3nx+CgVJg23LSrl7VY74Xiaj66qZFG5gZdPjfHi8VEUUglLq4yEE2mWVZl4cEUlSvnsCpwp143tZ22sqDbzwPKKHN322ESUZ/cPYNGreGJDzXUJ1nAEYvzk4CByqYSntjbM+j3/sLCo3MAb52zEU2maivVUmNTs6XLxiXU1c7o/QRA4M+pnebUpp1ALx9NIJaBS5L7nTcUF7Op0kskIF9U437GojG+9182RAe+cktNOj0wQiqXY0DD3EAtHIH7V+mIQu+cquRR7IHbVhfGwN8Lyqg+fBVoonmJ3p5NNjda8tjjP75Q5/8Wvrq6+/JXy5MkzI2MTUXZ2OOiwBakq1PAnW+vnNMDS7wrxxlkbtkCMNbWF3LygJEcSkEpnODroZWeHE5lUwkMrK1leJRYesWSa5w4P8cY5GzKphHuWlrOxwcrOTieOQCxr/zRVpHTaA7x+ZpxQLMXCMgPDnjBFQ2/yl7ZvoYhPT9XapdzGf+j+hIaKMv5hcz3VFi27Opzs73VTbtLw6Y11HB3wcqZDDAuRSSU8d2SYhiI9n91USTSV4quvttI27mdeSQFlJg2hWIr7l1VMO6crJZXO8JvT45wc9nHL/BJumJc7qNdpD/CroyNUFWr5xLrcTvK1oNcZ4rkjQ5QY1HxyXQ061e/vDPTCCiOvnRmnyx5kSaWJG+YV89yRYZyB2Jz8l/vdYfzRZFa+cz4TkQQ6lZxANJVzrLlEzxvnxF2Qi32PCnVKNjZaxGS4cuOsiq1UOsOODieras1XZUnnDMZoLL76OGOJREJRgQp7IHb5K1+CYCyJN5z8UEp4drQ7UMml2WjrPHl+V8z5L/LTTz/NP//zP3PbbbehUv1+djvy5PldMz4RZWenk/bxABUmNU9sqGFeyextpEZ9EXa0O+hyhGgq1vPfbmqi5IJCZMpt4t12O4FoivUNFm5sKUatkCEIAvu6Xfxwfz+OQJzVtWYeX1/LsCfCzw8PUWHW8GfbGrPFjTsU542zNjrtQcpNalRyGWODnTzh+w/KHe9Pe9wJiZFvq56it+hmPr26ipvnl9DnCvOt93qIp9Lcu7Qco1bBr4+PIAhwy/wSzoxOMBFJcO/SctbUmnnl5Dg/PzwIwD1LyvCEk0gl8NTW+jlt0/ujSZ47MoQzEOeT62YeGDrU5+H1s+OsqDZz/7LyOW23XwpBEDjU5+GNczYWlht5eFXldfFC/l2iV8mpt+o4MzLBkkoTC8sNFBWo2NPl4qOrq2Z9f4f7PVSaNTmfZRC3/IsLVNlo5fMpKlBRqFPQYQtecoF5Y0sJbeMBXjk1ypMbaq/4e7ev1004nuLGeXO3o4sl0wSiqWvSMQYoNahxXmVhPOyNAFB1FdKX64EjEOPooJcHV1Rcl8VpnjyXYs6F8ZNPPsng4CANDQ3ccMMNFBZO13ZJJBK+/e1vX/UJ5snz+44gCPS5QuztdtPjDFFuVE8WZ7MviG3+KDs6xMK60qzhUxtraSrWT7sfQRDodYZ4u9WOLRBjeZWJm+eXZDtd/c4Q/7arh9bxADWFWv72voWUGtS8cmoMXzjBnYvLWD8pxZjSLe/vcaOSSykqUOHwBrg3/BKrhp9Bmp7+w7xbtoGfmL7EhiXz+PKqKmKpNL84MkyvM8TyKhM3zRdt2H5zepyW0gKUcgnvdThoLtHzxIZaJqIJvvTLU3Q5QqysNrG0ykTreIAFZQYeXFF50QCCSzHsifDckSGUcilfuKEhp5OZyQi82WrjQK+HWxfM3Em+WpLpDK+eGuP0yMRFu9W/r6yoMfPyiVFC8RR6lZxt84p48cQom5qs0+z8Loc/kqR9PMBDKytnPOYKJai16rL+vecjkUiYV2qg0x7g9kWlF30MpVzKwyur+P7ePvZ0udjWcnntqjsUZ1eHkxvnF1/Vlr4r60hxjQpjo5q28QCCIMz5szTsiVBiUM3pe3W9EASBNyZDQ1ZcxkIuT57rwZwL4zfeeIO///u/J5lM8vzzz+cczxfGef7YSWcEzo5OsL/Hzbg/Rr1Vx5Mbamku0c/JaWJnp5Ozo37KLlJYC4LAgDvMrk4nfa4wLaUFPLyqKjuo4/DH+MG+Pvb1uDFqFPy3mxrZ2lzMjg4Hvzk9Tr1Vx+PraynUKUmlMxzu87C700kolsKgURCIJVkYPcYXR/8Vlb9/2vn5MPDvmqdIz7+fv9lQh1Wv5L12B8eHfFSYNHx+Sz3JdIZnDgwQTaRZXmWk2xFCKpXwsTVV1BRqePbgIG+32ilQy3lqcz0jE1G6HSE+srxiTpG+giCwt8fNu212mor1PLK6OqcACMVT/OroMEOeCI+srppxC/9q8YUT/OLwEN5IgifWTx9g/ENgYbmB356WcmZkgo2NVpZVmTjY5+GNszY+u7nuit+3/b1udCr5jI4Pva4QcqmEhiI9nlBuxxhgfmkBh/o8l03gq7ZouWtxGdvP2TDrlJd8z+OpNM8fGaa4QMWWpqvb0ncGY8ilEszXyF2h0qwhmkzjiyTnnKQ3dJlgj/8KepwhepwhPjeLz06ePNeSORfG//2//3dWrFjB97//febPn49CkRfH58kDom7v+JCPI/1eArEkiyuMPLCiYk4SgCFPmL3dLtptQYoLVDy2tpqF5YacgrjHGWJ3p5NBT4Q6q3aa/ZrdH+Vnh4bY0+VEKpXy0MpKHl9bw8nRCf51Rw8KmYSHV1ZmC4QzIxO8227HFYyjVcoRgJJYP1/0fA/D2N5p55dBwnbZLRxt+BIPblpMS2kBB3o9/PSgG5VCfKyGIh1vnrNPFvUqpBIJp0f9rK0rZEtTETs6HHzz9XbCiRS3zC9hXmkBh/o91Fl1fGpD7Zw0ncFYkheOj9LvCnHrwtKcyGoQt+afOzJ8VRKNy9FpF1MAC9Si5dzv65DdpVDJZSyqMHJyyMfGRvF1vmdJOd/b28fJYR8ray4fneyPJjnc7+GORaUzSlj6nCExVMOgYsgzs39vnVWHSi6l0x5k/WUG5NY3WPBFkrx4fIRkOsPq2txzjKfSPHd4GH80yRe3Nc46XOdCnAHRkeJaBKCA2DGWSGDMF51TYZxKZxjzRVld++HpygqCwDutduaXFXyokx/z/GEz58J4cHCQV199lSVLllzL88mT5/cSUS4R5siAh/bxACq5jBU1JjY0WGf9oyUIAu22AHu73Qx7I1QVanhsbTULygzTflSnrreny8WoL0pziZ7Pb/kg7nnYE+bFE6Ps7nIhQeDWBSU8saEWTzjBD/YP4AzG2NhgZVtLMSq5lG5HiHfb7Ax4wihkUjICWIQJPhr9CcV9LyERMtPOs0tSxyvlf8mNN93J1yqMHBnw8k/vdCMgsLW5iPX1Fk6NTPCt93qQIG4h2/xxGop0PLSykj5XiKdfOsuIL8KCMgP3LSvnxPAERwe93LVElHPMpWPU7Qjy4vERlHIpf7K1YUaP42ODXn57epxaq46Pram65s4TyXSGt1rtHOrzsLzKxH3Ly/+gtZIrqk38cMiHzR+lzKih2qJlQ4OF7Wdt1Fn1l/0OvN1qQ6eSs3oGuzVBEOh1hVhfb8GiUzIRTZJKZ3IKaLlMSmOxnk574LKFsUQi4c7FpchlEl45OUavM8RNLcUUG9TZ7/L2s+MEYyk+tbF2zh3Z83EGr40jxRQquYziAhVjE5E5xVPb/DFSGWFOHuDXi7OjfmyBGA+vmr0+PU+ea8Wcfw1aWloIBC4ew5knzx8DE5EEZ0b9HB/04g4lqC7U8uDKShZXGGc9WBVLpjk57ONwnwdXKMH8sgI+v6WeWst0j9F4Ks3JoQkO9blxhRIsKDfwxWXlVJq1pNIZTo9MsP3sOMcHfWQEgS1NVp5YX0taEHj11Dg9zhDzSvQ8uqaJIr0qW1x3O4IIAkilUKOO8JHoy5S0/gJJMjL9OaPnNdPj1Nz6Jb7cUMyJIR//771uUhmBDQ0WNjcVMTYR5Qf7+hn1RjBo5ESSGTKCwEdXVeIJxfl/73XT7wpj0Sn4s22NhBMp3m5zMK9EDOyYSyESS6Z5u1WMpF5SaeSB5RU5frOxZJrfnh7n1MgEN8wr4pbzwkquFY5AjF8dHcEXSfDRVZWXjdr9Q6DOqsOsVXBiyMfdS0Rd8a0LSul3hXnu8BCf31p/0YVB+3iA0yN+Hl9fM+N3ZmwiSjCWonlSgiII4IskKZqhyJxfVsBvTo0TT6UvuxCRSCTctrCUGouW18+M860dPeiUMlIZgXgqQ0ORjk+uq8Fyjbr8zmAsJ83vaqk0axn1Red02yFPBK1SRtGHZBcjlc7wbrudZVWmrPwrT57/CuZcGP/t3/4tX/va19i8eTOlpRcfdsiT5w+NaCLNuTE/p0d8DLgjaBQyllYZ+fjawjmFNIxPRDky4OHMiJ+MILC00sQn1tXkDIn5wgkO93s4OuglnRFYXm3isXU1lBjUBGNJdrTbebfdQY9T1GOur7fw8KpKTFolO9odnBqZoNKs4bOb66iz6Dg35ue5w0N0OUJIEFDIZCwwJflI5GWKTv8spyBOIOe9gvsx3fZV7m+o5uTQBP+6o5tEKsP6yYI4kkjz0okRzoz6kQICIJVKuXm+lVgyw/NHhhn0hFErZHxkhVjMH+rzopBLZpSJXCk9jiAvnxwjmc7w6OoqlsyQGDjoDvPC5Nb5ExtqaCm9tlG2U64Tb7fZKTWq+fJNTdek0/j7gEQiYXVtIft63NyyoASVXIZSLuXja6v53p4+fn5oiE+sq8lZqIxPRHnh+Agra8wXTaTrsgcxaOSUG9XEU+KuhSccn7Ewbi4pIJURh08Xll9ZF7Wl1EBzcQEDnjB2v6gDrrZor2ngSiKVwRdJXnUU9IVUmDS0jvkv6d98MYYn9cUfFh3vyeEJ/NEkN8+fu/NHnjzXgjkXxt///vfx+Xw0NjaybNmyGV0pXnvttas+wTx5PgxEE2k67QFaxwN024MAtJQV8Ml1NTSXzD5JK55K0zoW4NiglyFPhCK9klsWlLCi2jxtQCyTEbeRjw54abcFKFDL2dJcxJraQrRKGb3OEDs7HBzu92L3i3GzN84r5q4lZRSoFezpcnJ6ZAKzVsnH1lTRXKLn1LCfl46P0OUIIQgCRo2CtSUZbgu8iPnkT5AkczWchzVbUd32TdY1zudgn4f/9243UqmEdfUWNjRYEICdnU4O9LiIJNJIpRKK9CqWVhmJJdO80+bANhFFKpWwocHC8iozp0Ym6HW62NBg5ab5xXNKE4sm0rx5zsbxIR+LKgzcu7ScggtS6tIZgV2dTnZPhpU8uLIy5zpXizMY45WTY4x4I9wwr5gbW4qvWpP6+8bqukJ2dTo5PTzB2npRymDVq/jM5jqe2T/Ad3f3cvfSchqL9GQEYXJnw0alWcP9y8over+d9iAtpeKgqVohQ6eUXXQAr0AtJuZ12oJXXBgDSCcH+xquk67VEYghCMxoQ3c11Fq1xFMZ7IHYrBxABEFgyBtmXd3cw0quJZnJaPkV1eY/msVkng8vcy6Mz549i0wmo6ioiLGxMcbGxqYd/7CsQvPkmSsTkQTttgDt4wEG3GKxWF+k5/7l5SwsN866kBMEgX53mJNDPtrGAyTTGeaXGfjMpjoainTTvjP+SJLjQ16OD/mYiCSps2r56KoqFlcYCcaS2c7xgCtMLJVGJZNy0/xibl1YilYpY3enk7Njfiw6JR9ZUUlNoZajAx5+fmiIcX8UKRLKTGpuKwmywfUzNPtfgHSuDdYZ3UaUN32VitoVHOzz8NJ73RSoFdyyoJRVtWZSkz9o73c78YQSyKVSyoxq6ov0RBMp3u92E4wlSWcEWsoMrK41M+yJ8E67gwXlBj6xrmbGzt+VvJYnh3283WoH4ONrqmfUWdr8UV45OYbdH+Puq9AtX4x0RmBvj4tdHU6KC1R88bw0wT829Co5SycdKdbUfRDAUmbU8Gfbmnj11CjPHhhEKZOQESAjCKypK+SuxWUXXVj6wglGfVFumv+BrZpFr8Izg5fxFPPLCjjc770qG7NrjW1y0Wq5xkVfqUGNRiFjwB2enTVeNEkgmvrQBHu0jQdE15am2v/qU8mT5+qG7/Lk+UMimc4w6A7T4wzR6wxlf8zmlRbw0VVVNJcUzMnv0xGIcWZkgtMjE/giSSpMam5dUMKSKtO0lLpEKkOnPcCp4Qm6HEE0Chkrqs2srjVj1CrotAX56cFBOu0BArEk6YxYjGxrKWbDZMG3r9dF61iA4gIVH11ZiV4tZ1+Pm+/u6SUQTaJVyllSbuR2Qz+Lhn6GbOfbM55zp2Ej+tv+Jyl9C/v7vYzu6afMqObBlZUsrTQRT6V5v9vFzg4Hdn8MhUxKVaEYzBCMJjk7OoEAxJNpaixallWZ8YUT7O5yUWHSTHPNmC3jE1FeOz3OiC/C2rpCbl1QmvO+JNMZdnU62dvtotKs5Us3Ns4pie1SDLrD/PbMOK5gnJvmF7Olqeia65V/39jQYOE7Qz76XCEaiz+wpTNqFTy5sQ5HIMawN4JMKqHeqsN0Geuys2N+NAoZjed9Viw6Jd5Q7iJuipZSA++1Oxn1RT80g2U2f5QSg/qafz4kEgm1Vi0D7vCsYq4H3GGkEtHy7b8a0VbRxYIyw5wWyf//9u47PK7ySvz4907vMxpp1JuL3G1swMb03peahJINkLYhkLLJ8kvZDQlO25Td7PMkkGwSQggLCyEhhGwIkBB6rza427IlWbK6RqPp9d7fH3c0liy5SJYsWTqfByHNnTv3viNfjY7eOe85Qky0Y7cXqRBHKJtT2RtK0NwXp7E7SnNvjKyqEXBbaSh1ceHScuYFnOPqgNYVTrKxbYCNewfojqTw2EysrPFxfF3RsLdTB1MlNrSG2NIeJp1TmRdwcd3qGhaUumjqi/Pstm62dUYIxdMYFIV0TqXMbWPNnGJOmuNnbyjB4xs7aOtPUF1k56pVVcRSGf7wThvbu6NkcioVXhvXrSzmrPQL+Lc+gNLx3qjjbvKfjunsr9LEPN5u6ieV3cuySi+XLq+grthBOJnlr5s6+OvmLroiSWwmI9VFdjx2M5Fklj3BBFaTgqKAz25mVU0poUSalxt7CbisXLdan/Uez0xeJJnhma3dvNkcpKbIwWfOnk/VKLNkTb0x/vhuG+FklktXVLB2TvGEBiThZOFQF1YAAFRPSURBVIanNnayvjXEvICTz5/bIL/Q8yp9duaUOHh5Z++wwHhQmcc2pnSC91tDLKvyDPsZ9DsttPbHD/iYCq8Nr93M1o7wtAmM20NJKn2Ts6CsvtjJizt6xjRDvrM7Sl2xY1pUStnVE6OtP8Hlxx04nUaIo2lCAuOenh4SiZErY2trayfi8EJMiEgyQ1t/gpa+GM19cfb2J8iqGi6rkXn5FIn5Afe4ulupqkZbf4JtnWE2t4cLwfDSKi9XrqoaVllC0zRagwneawuxce8AkWSW6iI75y8pY1mlh55omvfbQjy2vp1oKovFpJDJaZiNeprCmjnFLKpws3HvAHe/vJtIMsuScg9LlrjZ1D7AT57ZSSiRxmMzs6rGx6Vl/SxpfxDjcw+jpCIjxp7BzN66ywkd9yneiARo3hnHYw9x2vwSTqwvwm0z0xVO8uCbe3h2axfBWAan1URNkQOjQX9bXFEUvHYzwVgai8nEqtoiYqksL+/qpcRp4dp8Gsh4AtRUNsfLO3t5Kd9970ANPwbiGZ7a3MGG1gEWlrn4+GlzDjkjORbZnMqru/p4dls3dovxiBYLzmSnNwT4n9daaA3Gjygw7QonaR9IcvHyimHbi10W+uPpAy44UxSFZVUeNu0d4PwlZVP+76OqGp0DiQmvSDFofqmLJzd1sjeUOKxa3IOdMU+eOz3yi1/a2cPcEue0+SNGiCMKjL/zne/wk5/8hL6+vlHvz+VyR3J4IcZFVTVCiQztoQTtoQQdA0naQwnCySwAAbeV+mIHq+uLqCt2Uuy0jOuXZzKTo7E7ytaOMDu6IkRTOXwOM4srPFy5qoo6v6PwizubU9ndG2VLe5itHWHCySwlLgsnzfGzpMJDfzzDlo4wz27rJpbK4rQYMZsMGDP6uVbV+FhdX4Sqwdst/Ty1uQOzwcC8UieJdI4XG3vY25/AnK/leuMqH2uTL+Ha+jsMb74x6vjjRg/tDf/I5qpreDdoQd0DiyvMfPSUwTbT0Ngd5Z6Xm3htVx+xVBa3zUR9sQMUcNtMVPjsxFNZOsMpAi4Lp84rpjeW5vXdQUpcFj6UT70YT0Cczam83dLPs9u6SWdVzlwQ4JT5xSNmuTI5lZd39vL89m6cVtOEB6yqqrGhLcTft3QRSWY5c0GAMxYEsJjG/k7CbLCo3E2t38HftnTxidPmjPs4bzQFKXZamBdwDtte7LSSUyGUOHDHt2WVXl5p7KM7kprwBW9j1RtLkc5pVExSCbIKrw2P3cT2zshhBcZd4RSRZJb5pVPfQKMrnGRHV5QbT66b6qEIUTDuwPjXv/413//+9/nqV7/KN77xDb72ta+haRr3338/drudr3zlKxM5TiGG0TSNRCZHMJamJ5KiN6p/1r9OkVU1AAIuCxU+O6fML6HKZ6PSZx93M4ecqrG3P8Gunii7eqI09cbQgFq/g1Pnl7C4wkOp21oIyJKZHDvbo2zpGGBbZ4RkRqXSa2PNHD/1xU7642m2dkZ4YUcPmZxGicuCx2ZC0yCeyRGwmbl4WQnzS11s74rw6Pq9BGMZip1m3FYTTb0x3moOoqHnCn5kdSXnWTbhb/wFyhNPYRhlMR1Ar2sRLXOv40XrWXSnTFRn7Vy0rIjjarw4LCYS6Rx/39rF4++309gTI5tT8dnNVHjtlLgtNJS6MZsUugZS7O6JUee3s3aun7b+OK/uDlJX7OAja2tZXO4ZV0Ccyam81RzkxR29RFMZ1swp5pxFpcPysUG/Bt5vG+BvWzqJJrOctbCU0xpKxlw/+kA0TWNHV5SnNnXSFUlyQm0R5y0uG9c7CrOJoiicv6SMe15uYndPdFy55KlsjvV7+jlrYemIP3D8Lj0YDsZSBwyM64oduG0mNu0dmPLAeG9/AqOBSQuMFUVhUbmbbZ0Rzj2MUmdbO8M4LMZR05COtlcaewm4LCyaYW3SxbFt3IHxT3/6U/7t3/6Nr3zlK3zjG9/gqquu4vjjj+drX/saZ5xxBr29vRM5TjFLDAa8sVSOWCpLLJ0llsoRTmQIJTIMJDIMxNOEEhkyOT34NSj6SvWA28rCchenuYsJuGyUeqzjKgE2SFU1OsNJPRDujtLcFyeVVfHYTMzNd29bWO4uBNqaprE3lGBnV5QdXRH2BONoQH2xg3MWluKxm+iOpNnWGeGZbd0YFKj02qkrdhBJZukKp3BZ9Y55i8vd9MczbGgN8dTmTlRVAwX6Iik2tIbQNI3qIjsfOL6S8z2tlLb8FuWFRzEnR3/3JqNY2V12Ia+XXMk2pYEih4UV1V4+XKvnPGuaxp5gnD+u383LO3vpiaawmQwUOSwEPDaWV3qoKXYQTmTY2hFB1TQWlbupK3GwuyfGnqYgSys9XLaiatwr3dNZlTebgryUL/l2Yn0RZy0oHRGIDgasf9vcSUc4ycpqHxcuLZ+wgFXTNLZ3RXhuWw97gnGWVLi5fk3NhC/em8nml7qYF3Dy181dfPpM55hn799u7ienaqOmHzgtRqwmA33RNPNLR3kwerC4tNLDpr3hwwoWJ1Nrv94NcDxrFQ7XonIPbzb1M5DI4LUf/OdgU9sAy6rG90frRIqmsqzfE+IfVlRMebqLEEONOzBubGxk7dq1GAz6D3s6rZfPsdvt3HbbbXz961/nS1/60sSMUky6n7+wi1RGxWRUsBgNmIwKZqMBs1HBZDBgNhmw5L82GEBBX2ClKAoGRb9tUID865uqQk7TUFWNnKrt+1rTyORUUhmVdP5zKpsjnVVJZlViqSz5yd4Cq8mAx2bC67Dgs5up8zvwOcz4HGa8dgt+p2VCasbG01lag3oOcmt/gtagHgg7LEbmBpz6YrxSJwHXvlnh/liarR39NHZH2NkVJZbO4baZaCh1sbTSg6pBa3+cZ7d3k8yoFDnMVHhtuMrcDCQytPYnsJoMLCp3c/7iMlRN4722Ae59tZlQPEMqk6M/kSEcz2AwKNT6HVx3YgUXu5pxN/0Rwyt/wZroOuBz6nQu4r3ii3nddT42TzErqrycU+WlusiOoij0x1I8+MYentnaxc7uCDlVw20z01DqYkW1T5/JUWBnV5QXd/RS4jSztNJDLJVlc7719Ql1RZw010/JODtoRVNZ3moK8uquXlJZlZPmFHNaQ8mov+CbemM8vaWTpt44iyvcfOjEmgnrkqWqGpvbwzy/vZv2gSQLy1zccua8aVPS6lhz4dJy/vuFXaxvDXH8GLr/ZXMqL+7sYXW9f8S7BKC/5pS4LAct2QawtNLL67uD9ERGbwZytLT1xye9+kNDqQu72ciG1hBnLggccL+eSCqftz31Tble39WHxWSYFZ0hxbFl3IGxyaQ/VFEUPB4PbW1thftKSkpG1DUW09uySi/xdJZMTiOrqmRy+QA2qxLN5cjkVLI5fbumaWjodUg1DVQNNPSvNS0/i2tQMCoKRoOCogx+rW+3GA1YTQZsJiNeu1m/bdZvO6wmXFYjDosJp8WEw2qcsLfGh4qns7SHknQOJGkfSNAWjNOTbxpQ4rJQU+QotIut8NpQFAVN0+iLpXmnpZ/dvTGaemOE4hm9U5bfzqpaH2ajgYFEhpa+OO/uCWE2KswpdnBctY+cptEWjLOlQy/FtqTSw5kLAoUZ0Ife3MOeYJxkJkc4mS0E5YvK3Zx6vJvTTdsw7/wttheexJYOHvC5hcylrPddwLu+C1FLFrCkwsvHq/cFw4l0lsff7+DJTR1sbBsglVWxm/W3Vk+ZV8yqWj8Wk8LO7igv7uzBqCjMCThZXuWhYyDJu3tCR9T6elDHQIJXG/vY0BrCbDSwZk4RpzUERk2Z2NEV5bnt3bT0xZlb4uTTZ86lrth5gCOPTTan8l7bAC/s6KE3mmJppYerT6ieFm81H8tq/A7W1Pt5cmMHC8rcowa5o3l9d5B4KscZDQcO8PzOg9cyBphb4sRpMbKpfYCzFx5ganmSZXMqHaEkJ01yIw2T0cBxNV7eaennjIaSA87AvtcawmU1MrdkavOLMzmVN5r6OGmOX3L1xbQz7sC4oaGB1tZWAFavXs3dd9/NFVdcgcFg4Je//CX19fUTNUZxFJzWcPg1MI8lyUyO3qieg9wV3hcIhxP6QjyX1Ui5186yKi81fge1fgfO/C/wVDZHeyjJSzt7ae2PsycYJ5zIYjYq1BTZaSh1YTQoxFM5WoJxdvfGMRkUavx2Fpa5UAwKkWSW3T1RdnTH8NhMLK7wcPaiAImMytb2MD9/YRftoQTJTI5YOovJYKTca+W0+SWcU5FmQeR1tB1/w/vUq1jUkZVfBiUMTja4TmdTycXkak9lcaWPG8rdBPI5z+FEmkff3ctTmzrZ0hEmns5itxipKbJzRkMpq+cUYTebaOyJ8Pz2bmLpHDVFNhaXuxlIZtneGcVhMerpF+NsfQ36rOy2zgiv7uplV0+MgNvKP6yoYGWtb8SiOlXV2NQ+wPPbe+jIz+B+6oy5zCmZmIA4nMzw5u4gbzT1EU/n9FbcJ9VKysQEunBpuZ4f/24bN6ytO+Rb5tFUlme2denvGBwkNabYZWFrR/igxzIYFJZVeXmvNcRZCwJT8nZ9ZzhJVtWoOQr1go+vLeL13UGaemOj5nVncypvNgc5oc4/5WkUG1pDJDN6K3khpptxB8aXXHIJL774IjfddBP/+q//yoUXXojP58NkMhGNRvn1r389keMUYlSaphFJZRmIZwjFM/TH0/TFUvRG0vRE9dXXsC8PucJr4+S5xVR47VT4bLitJhRFIZNT6RxIsqUjTFt/nNZggq5wElXTg+dSt41Kr50aHyQzKu0DSXb3xjEb9fSGVbVebCYjiUyOpt44rzUFUdAXAa2dV4zPZqY/rldreOD1FoKxNMlMDhSlEDCfUGVnjWkXzrYnsW19hpK3dx70uUcMHja6TmVXybmYG85hQZWfD5e5cVpNaJpGeyjOz1/cxQvbetjdGyOVzeG0mphT7OSCpWWcPLcEFNjSHubpLV1EUzlK3VZqix1kciotfXE6BlIsqnBz1trScbW+HtQbTfFOSz/vtvQTTmZZUObiY6cOVr8Y/ks6mcnxTks/r+/uoy+WZlmllw+eUD0hHeUGS+W9uquXjfnmEavn+Fk7p1gW1U0Cu8XINSfW8KuXdvPstu6D5vtqmsYjb7diMxs5a+GBZ4sh3+Qjlj5k7d6VNT7eaArSGU6O+4+5I7GnL47NbDgqqRw1fgdzShw8u6171MD4/b0DxFLZKS/TpqoaL+3oYUW1d8JbswsxEcYdGH/jG98ofH3OOefwyiuv8PDDD6MoCpdeeilnn332hAxQzD6qqpHKqvmFd1miqWxhMZ7+dZZIMksokWYgoXeAA1DyJcRKnFZK3BYWVbgpcVkpcVkLeciDpdx6Inqg1jmQpGMgSW80haaByaBQ7LLgsppoKHORzWn0RVPszreEHkyzWFjuxmBQiKWytPTFeXlnH1lVo8hhZm7AxcoaH8lMjreag/zyhd10hZPE01k0FJwWvZPXcVVOVlv2UNr3MqY9L1K+/T0s2sHfHg4Z/GzynE6w7iKcDWcyv8LHSfl6wsl0lld39fHU5k42tIboiaRQNb3Rxur6Ii5dXsHx9UUEoxm2doT5/TutRFM5Am4LlT472Zy+eLA7kqKu2MGlyytYXu0ddxWPdFZlS0eYt5uD7OqJ4bGbOKGuiBPr/aNWE+gKJ3l9dx/r9+iLC1fW+rjx5PoJCSri6Swb9oR4u6WfjoEklV4bVx9fxYpq36Sk6oh95pQ4uey4Sv60oR27xcgp80Z/d+rpLV3s7I7yqTPmHrLxhN9pIZPTCCezB11sVlfsoMhhZsOeEBXLj35g3NwXp87vOGqz1ecs0quB7OyK0FC2r9JDKpvjb5u7WFnjm/I/ANe39tMXS3PDyfVTOg4hDmTCOt+tWbOGNWvWTNThxFH2m1eaSGVVjAYFk0HBaDTonwdvG/SFdyajni+sL7zTF90BDP00+Esgp6pkcxqqppFTIauqqJpGNqcvyBvMYU5lVVKZHMn853ROGzE+q8mAy2rCmc9BLnFbmF/mwmc348svynPbTJiMhsIsciiWoS+WYv2efnqi+izy0FJuLqsRl82MzWyg2mcnnVOJJDJ0hVN0kcJjN1HhsXFivR+fw4ymQXckxZ5gnE3tA2RyGl67mbkBJ+eVlRJOZnivdYCH39pDx0CSeCqLoij6LG2JkxUVdlZaWikPbcDa9iqVLe/i0GIH/XdRUWi2LqSt5HS0hgsINKzhxFI3NrORTDbHxr0D/P7tNt5o6qOlT89PNhsNVBfZ+eCJ1Vy2ooIqn4MdXVG2d4b56bO7yKoapW4rZR4b/pya/8MgTX2xgwuWlLG00jvuX57ZnMrO7ijvt4XY2hEhk1NZVO7mxpPrWFjmHvEWbiansrUjzJtNevBc7LRw3uIyTqgrGlf77WHfu3xXwbeb+9naEcZoUFhe5eWKlZXUHsVgRcDaucUkMzn+/F4H3eEUFy0rL1SMyeRUntjYweu7g3zg+KrDyh0vzi/0DMbSBw2MFUXhuBof6/eEuGhZ+VH9N9c0jZa+GGuPYrrAvICTZVUeHnm3jc+d04Ar/+7RExs7SGVzXLRsahfdZXMqf9/azfG1RdItUkxb4w6M0+k0b7/9Nu3t7QBUVlZy4oknYrFMXKcpcfRUFzmIZ3KFYDanamRVjVQmR1bdd3vwM/kFeAD59XYMbhm8bTIoGAqBtQGjAf2zAkaDXvXCbTNjNemL76wmvQyTzWzEYjLoQfB+C/BUVSOW3jdzHE5maeqN0h/Ty7mF4mlC8Uwh+DUo4LAYsZqMGA0KfqeFrKqSyOSIpvQPk0Gh1G2lushBeZ0Nn8OMAgTjafYE47zZHCScyKIoUO6xUeW1UeKy0BNJsqU9wgs7uumLpkllc5gMBjx2EwtLXaws0ViqbqMouAFvzztUtW7Dqo1eW3ioqMFNs3cNqfrzsC+5kOqaWubazCTTWdbvGeBnzzfyTnM/TX0x4ukcClDksLCm3s/5S8s4vaGYnkiGxu4oz27roSucwmyAUo+NmiI7iUyOrny957kBF5cur2BJpWfcb2uqqkZTX4z320Js2hsmns5RV+zggqVlLK8a+XbpYFm7d1r6ea91gGQ2x4JSFx89pZ4FZSNTK8ZiMFXi/b0hNrYNEE5mqS92cOWqSpZVeadFC9zZ6qyFpfidFh5b386G1hDzS10YFIVdPVFyqsZ1q2s4rsZ3WMfy2EyYjQp90dQhc85X1vh4fnvPAXNvJ0t/PJO//iYmJ/5wKIrCVauquOvZRn72XCOnNwRo6o2xuX2A69fUTnnqwpvNQaLJLOdNcQk9IQ5mzIFxLpfj9ttv56677iIeH96v3ul08oUvfIF169YVyriJY8OKai+gB6zGfEA7WFXCaBg6Szz2oEXT9gXUWVUjl9PI5APwTE4lk1NJZlSS2RzJTI5IMksykyOZzZFIq8NSKOKZXCHwJl8Jw27Wu8SZ8rORLquRnAaprEo6uy8AdlmN+dQKByVuK8VOM2aDgWRWpTuSonMgwSu7egnFM4XjVHhtVPvs9JpStPTFeWZrF13hJMmsWjh3wGXm1FonJ9jaqElux9O/mbL2jVS2tB7W9yep2GhzryJVexrOhedQ1nAiy2wWuiNJ3mnu59FndvB+a5jWfn1GGMBjN7Oo3M3aucWcvSCA2WRkd2+Uxu4o//X0TnIqFDnMOK0mqnx2Qok0e0NJ3DYTC8rcnLOojPmlrnHPymZyaqHr37bOCJFklgqvjTMWBFhR5aVolFSJUDzN+20DvLunn658p7wzFwb0t3cPUXv1YAYD7Y1tA2zcO0B/PEPAZeHEej8ra3wyMzWNrKj2Mb/UxbstIZr7YuRUldPml3BCfRGeMQRtiqL/kXuoyhQAZR4bFV4b6/eEjmpg3NQbw2RQJr1U2/4cFhO3nj2fx9bv5a+bO/E5zPzjSXUsqfQc1XHsL5HO8dy2bk6a65/ydA4hDmbMgfH111/PI488wtKlS7nsssuoq6vT3zJqaeH//u//+O53v0tjYyMPPvjgZIxXTJK7X9pNNHXoFt6DaRWGIQHyYKm2/Q2Wdcuqo98/ZEey+R1MQwJxg0FBQcFoBEO+TrLDbNTTMFSVdFbDoCgk8zWQ7WbjkPrG+1IsXFYTigKRZDZfoSLFpr0D9ERSpLIqiqLn4drNRswGvSxbVzhJVzhJMJYhmcmhaho2s5Eip5kVpSZW2jqoT++kJLyV8sg2qoLNGFEP63udVix0u5eRrj0dx8JzKF54MuWqgU3tYV5rG2DTY5vZ0RWhL5Yhk1MxGsBjM7O43M3J80pYO7cIi8lE+0CClt4Y//tmq15yzWLAazNT7rERT+foj+uz6DVFDk6dV8KCcjeV+dJz4xFLZdnWGWZrR4SdXRHSOb3JyMlzi1la6Rm1mkMonmbT3jDv7w3RGkxgMxtYUe3l6lXV1Pjt4x6Lqmq0BONs6wizpSNMbzRNkcPMimovK6p9hRJ7YvpxWEyc1lByxJVwBhfgHY7ja4v4+9Yu/uG4iqP2rsGunii1fseU5LC7rCY+srbukIsTj6a/bu5E05iy0nlCHK4xBcZPP/00jzzyCOvWrRu2+G7Q9773PdatW8e3v/1tPvGJT3DuuedO2EDF5BqcGVYUDQMKKPuaeEAhhbhAGUybUPJ5xegpFIoCWuFrBQUNi1Ehn31RCKLV/Cyyvo1CIAyQUyGHhkHVg1GL0YDDYsJt02sbu2wmXFZTIefYbjagoVcz0CtT6CkVOzoj9MX0BXqgn9Nm0puWpLMaoUSaUDxNMKZXtIhncmRVFZOi11n22+B0bzeLDHupyTZRmthNeaSJ0lAnBg4W6Q8XNhUzUHI85jmn4Ft4KpnAMnr6UmzcG2bbzgg7X3mHznCSVEafhbaYFLx2M2vqi1gzx8+CcjdGRaE3mqK5L87v3t5LVtWwmw24bCZ8DjOpjMpAIk0irVLhtbG00svcgJM5Jc5xd//LqXo3vMbuKDu7I7T1JzAoMC/g4uLlFSyu8Iw60xuMpdnSHmbj3gH2BPVV+UsqPJy7qIx5Aee4K1skMzkau6Ns6QizvTNCPJ2j2GlhcYWHFUPqNIvZwe+00tQbPax9V9X6+OvmTja2DXBivX+SR6ZPCuzqiXLSnMk/18FMl5+H7Z0R3mgKcu3qmkI5TCGmqzFdoQ888ACnn376qEHxoHXr1vHcc89x//33S2B8DDl7YSmprL44TtW04Z3rNA1Vo9DFbnAfGLn4bnAmefDl2JDPKzbnA2+z0aAv5DPuW8xnMRqw5XOMbWYjJgOgKGTzKRbxdI5oKqOnRCT10mxt/Yl8dQp9u6qqpPML/awmAwqQyOSI51tKDyQyxFO5fLqGCoo+VqMBqiwJTrH2MNfeTpXaQSCzl4p0M5XhNsxkx/R9zCgWQp6FaBUrccw7lXjp8WyOe9neFaOpL0bzX2N0Rd4kmVbRNA2TUcFpNVPls7O00sPKah8euxkNvUtVW3+CLevb0TRN/yPAYsDnMJPM5IimsiQyKgG3lUUVbuYFXMwpcY77F4+mafRG0+zsjtDYHWV3T4xUVu/W11Dm4oyGAPNLXSMC7cHZ2+352eTuSAqrycCSSg9nLQzQUDq+Mm+aptExkGRnt54i0tQbRdWgzu/gjAUBFg+p0yxmn2KXhbdbDl2yDcBpNbGk0sObzcGjEhj3RFOEE1nmHcXUjemqN5rid2+3sqrGx3H5lD0hprMx/QZ96623+NznPnfI/a677jruvPPOcQ9KHH2hRP5te0UptHk2GRQMRgMGg37boCj5Dwqzu4Pd7ga73+X/K8wKa5DvmKe3gI4NdtfLd9hLZ/VueomMnl8cS+kd33KDraRVNV+OTcNk1APerKq3kh7MQ05m9h0nnc2RyT92cMbbSoZacz/LjP1UWoNUmDspz7ZTnttLZbYdd+bwZp32l1XMDHgXQcVxGKqPp9u5mI3pcnb2pmgJxml/PcFAop1Mrg3y30+b2UjAZWNuwMHyKi9FDj0XN5lR6QwneaM5SE6P23HmFx16bCZi6SzxdI5sTqW6yMGyKi91xXpDkvGWU9M0je5IiubeGM19MZp64wwkMlhNBublW2A3lLkodlpGBB7hZIZd3VG2d0bY0RUlkclR4rKwsNzNZcdVUF88vpnhUDydn6GOsqtbb7HttBiZX+riqlXVLCp3y4yTAPTSiYN/OB/ONbG63s89LzfROZCcsDbiB9LYHcVqMlBdNLvbifdEUtzzchN+p4UrVlXKH7HimDCm3zDt7e0sXLjwkPstXLhQWkIfYx59t41EOldIodCg8H/Q8tsGb1OYpVFg3/SwNvLrobM52mALaVVDQyNbmJUebEE9ZEZa1VAhn26h384OCcIBTFoOnxKhRAlRaogSUAYoNoQpVXoJ0EOp1kNA7cWv9cOh06cPKmqvJOVfiBZYwoB7PtvUGjamymgdyNIVTDKwN0M8nQCaCm2v7RYjNX47NX4HcwMu3FYTRoNCTtVbS+/oihZabNstRkxGA3az3iQkp2pEUzn8TgNzSpzU5oPgCq8d4zi7VmXzpdmaemO09MVo7osTT+ewmgzU+B2sri9iXsBFjd8x4hzJTI7dPTEae/SAtTuSwqDoNWrPWVTKwvzs7VhomkZPNEVzb5zmvhjNvTH64xnMRoW6YienL9BnmyVfWIzG79Svt75o+rAC43kBJ36nmTebg1x+XOWkjm17Z4T5+c6Ys1FO1Xi7OciTmzoJuK187NR6qQgjjhljCowjkQgu16HfGnI6ncRiB6/PKqaXbR0Rklk9elSGZhQrGoq2L11i8B5Fj5cLs8N6EMy+YHjw8Rqo+qdCiTdNA0VTsZLBShorKWxKBg8pXMTxKHHcxHCTwK3EcWkxXOifPVoEPyF82gAeLTKmXN9DUTEQc1SScteT8s6l2zGfXUoNmzJVtEYN9EZTRHdlSWVUDAYwKH1YTAbMBgNFToue01vspMRlxZrPe05lVPpiaXb3xPJ/EOgLCI1GvYxdNqfl86NV/BYjVT4nVUV2qnw2Kn32I5oN7onqqRht/Qlag3E6B/T2tA6LkfoSJ2cvLKWu2EGlb2SwHU1l2dMXp6Uvxu7eGHtDCTQNKr02Fpa7uWR5BfUljjH9shsMzFv69EC4pS9GNJUrdA88vraI+hIndcVTs2BJHFt8djMGBfpiKWqLDz0zqygKq+v9vLCjhwuWlI079/5QUln9j8grV01u8D2dDKY9NfXGaA3G2dkdJZnJcfK8Yi5cWi4/z+KYMqbfumNZ4aodtAyBmFbuPpcHE22oKOQwoGHIf1b2+6xvVzGgoqBiyG9VC/ca8/fu26ZiJIeFDFYtg4UUVtJYxpi7O1FyipG4tYy4q5aEu55eSzV7lAp2ZsrYni4imIBYIkcyksOQT8UwGRKY8g1Pyjw2fHYzZV4bXpsJSz4wzGkayXSO/oReCSKdU/X6zEYDmqLXU87mc4qzmkqRzUa510q5106VT/8Yb+k0TdMIxtJ0DCTzgXCctv5EvmELVHjtVBfZWTvXT02RY0RerqZp9ERStPTFaMkHwz1RfbV/qdvKnBInZzQEmBs4/PzlwXzl1vxY2vrjdISS+UWDRupLHJzeEKC+2EmlzzbuBXli9jLk65IfbmUKgDVz/Dy7rZt3W/o5Zf6RVcU4kF3dMbKqxoIhnedmssbuCI+/30FXOIXDYqS6yM7pDSUcV+0btWyjENPdmKejbrvtNnw+30H3CYVC4xyOmBKhFqq0nqkexRFTMZA0+0jYyog5yolayugzlrJXK2ZPrpiWbBEdWTfxrEIykUNL7OvUZzEaMBs1jAaFgMuKy2bEadUrPjgtZsxGPZDM5jTimSzxtEo0mSSrqlhNRkwGPYjWNL02sz5DouC0mSj32Cj12Cj32Cj32ihxWcf9Fmsyk6MrrLexHmxn3RVOFsrOBVxWqovsLK3UqzRUeIcHnZqmMZDQFy/uDSVoD+kzyvG0PnNbXWRn6RjzlzVNTw3pHEiyN6TPTo8WmJ80p5iaIrssmBMT5nBrGQ9yWPS25K/s6mXt3OIRnRgnwpaOMNVF9ilvpnE0vNkU5LENe1lc7uYDx1dLZRgxI4wpMK6traW1tZXW1kM3LqitrR33oMRRph1e/d2jKaeYSJncpE0u0kYXKZOblNFJwuQhbCwipPjo1dx0qV46sy56NQ/BnINETk9PUKLolSfQUxbMRkVfvKco+BxGHBZDYWGbx27GbDRiVPSZ30xOI5nRF7qFEzn6omnMRn1/g6KgahrpnIoC+SoaBopdFgJua76BiJWAy0qpxzrut2vTWZXeaIqeSEpvPhJO0jmQIBjTS89ZTQbKvTYqfTaOr/VR4bVT5rUOS20YDILbQ0na+uO0h/RgeLBedcBloarIztkLS6n1Ow5r5vZQgXlJPjC/8ACBuRATqdhlZW9/YkyPOWVeCW80BdnSEWZZ1cRWScjmVLa0hzl7UWBCjzsd7eiK8NiGvZyzsJRzF5dKQCxmjDEFxs3NzZM0DDGlzvgyL29tIZfNomiDiRJ6GoSi6YkUhe1aPoki/xkUVCWfQKEpqMqQdIvB25qBjMFMGhsJzCRUMwksJDQTcdVCQjOT1CwksRBRHIRVO7GcmWy+bJyigZJVULKgpPVZ3sG6yyaDXjVDUcBpMeA3G7AY9cYgdrMRt82ExWzEoCiFhXuD1TBAr5ncHU6jKGA25ms5ozclyeY0jEYFp8WEwaBQ5LBQ5LRQ4rIQcFkpcesBsNduHvfMUzSVpSeSKnx0R5L0RFKEEhk0TU/B8DstlHlsHF9bRLnXRoXXTpHDPOwXUTydpT2kB6td4WQ+kNYDVtBX8Ff57JyxIECVz06lz37QoD2TU4eMKaUfcyBZmJ0bGpifUFdEhddGqccqC2zEUVXstLCxLTSmxwTcVhaXu3lpZ++EB8aNPXqFlmWVM7ssWTSV5eG3WllR5ZWgWMw4UvdIwNpP88O3X9arUgwx3ixxPT1heIMQQ758hUHR7zPky8IpRtDLFu9b8mc1KLjzLZ4Hy8MpioLFNJjyYMBoNGAcUhJDbzmtklX3lYxTNY3+RBZDMovZYMBg0M+tahTKwZmNCg6LAYPBgMduoshhwZ8PgP1Os37bacFjG1/wq2ka4WSWvmiKYCxNXyxNMP/RF02TyLd4tpoMBPKBdn29k4DbSqnbit9pKcy4Dh6rN5piZ1eEnvyMcmc4STih52zbzAbK8mkbx1X7KPfqXx8ofzmRzhUC8u5Iiu5wkp5oiv74vsC82Gkh4LGxssaXD4ZHBuZCTIUSl5VoKkcinRtTjv5pDQF++eJuGrujzC+duFrD77cOUOt3zPjc2r9u6sRkULhyVZW8DogZZ0ICY03T+MQnPsG6deskheIYtbLGRzy9b0Hc4OyqAoVGx5pGIegc3MdQaN0MiqKhKHoQZxhSpWJfsw9lWLWK/OHyX+/riAf5wFXTChUyBscTz6gYsxoGJVc496DBbnqqqtc8Nhv1usFmo4LHZsZj11tFe2z5z3ZT4bbbZhp3E4p4OkcooXfbG4hnCMb3Bb798TSZnP6czEZ9sVCx00J9sZPja4sIuC0EXDY8dlPhF0wykyssptuYb12tt7JOF2aAhwbSp8wr0fOXPcOPMzi+aCpLS58+29sXTROM6ccKxtLE838MmY16bnXAbeWEuiJK3TYCbivFQwJzIaabwRKBPZHDq0wxaE6Jk/mlLp7e0sW8gHNCgrtEOsem9gEuXV5xxMeaztpDCd5u6ee61TWTVtlDiKk0IYGxqqrcd999fPazn5XA+BiVzORI5Luxwb6SxENnjbWhUfGQ+wYXsOVDWBRF7w1dCIgHdzpAi+l9wfG+mV41X6zYaGBYxzyjQcFqMmI16zV/B9tCOyz7vh787LQYcdlM2M3Gcf/iy+RUwvlKE6F4hoFEmlBc/zqUyDAQT5PO7fumuKxGfPlZ5qWVHopdFvxOa37WWQ9ac6pGKK4HzcFYhsbuKP3xTGEmeTBYVfKztSUuK3NKXKyuz+cxu624rfsC4HRWJZRI0x1Jsr0rQzCWGhIE7wumTQaFIoeZYpeVWr+DVbU+ip16MOw7gnQQIaaKz27GZFDoiSbHFBgDXLCkjJ89v4ttnREWV3iOeCzv5VM6jqvxHfGxprNntnZR6bWxQrrYiRlqwlIppDzbsc3vtGI1ZfNNPPKzvUPs/6879H5FAaOSz8/Nf23Ip0EYDfs65g22gh5MhzAbDfvdVjCbDMNaRNsteptou9lY2HakRfM1TSOVVYkk9ZbS+ud9X4eHbBtMdQA9sPQ59Nlmn8NCrd+Bz2HOb7PgtevVKxIZvQX1QCLDQDzDjq4IA4kM4YQe/A7mD4M+8+t36qkb9cXOQrBa5DTjd1gwGhTi6Rz9cT0g7xhIsqUjnA/SM/TH0sSGpMAMHs/vtLCgzFUIyoudliPKhRZiOjIYFEpcVnoiqTE/tsbvYEmFm6e3dLGo3H1Es8aapvHG7iDLqrwzehZ1byjBlo4IN6ytkxQKMWNJjrEA4KsXL5rqIYyLpmkkh7SHjqVyxNPZfZ/TOeKpfZ+j6SzxVE7PRc5TFHBbTbhtJtw2M36nhbpiJ578bbdNL9tmMxmIp1XCyQzRlB4498czNPfF80FwmoFEZtgMss1swJtP4Sh2WZhX6sJfyFs2oWoakWSOcDKjf+RLqYXzgfT+x3PbTPnA3MycEj2Q9tkthQD9SGbHhTgWBdzjC4wBzl9Szk+e3ck7Lf2cWO8f9xgau6N0hpN86MTqcR/jWPDM1i6qi+wsrpgdNZrF7DQhgbGiKJx55pm43fLDIvYZbAGd0/a1etZzgCGjqmRyKpmsXvosM+QjndWG3S4Evpkcyezg1/rnwTSB/TksRpwWI458SoXPbqbKZ8dpNeKwmHBajbhtZuxmAwr6LG88nS3MFOt5ufFhQXB8v8WJVtO+oNdnN1OXn0G25/OaFUUhk9NzfMOJDJFUhpbeGJuSA/njDj+eKz8mj82EPz+DPBjw+hyDM9KS7yvEUAG3dcyVKQaVe22cPLeYJzZ2sqjCg+swG9js74UdPcwLOKn02cf1+GPB3lCCrR0RbjxZZovFzDYhgbHBYOC5556biEOJKfLfz+8ins4W3uLX9kue0EbJLR62LR/05vL5wXowPPZxWIx6PrHZlE+vMOgL6GxmAw6rCb/LiM1kyG8bTK8wYMiv8htc4JfOB9TxdJZEOkcsnSMUT7M3NGQGOZ0tLIwbZFAozBK78wFqjd+B2WDAmK9qMZgnnMqqxFJ6EN0VSbKrJ0oslR02wwt6AD1YL9ljM1PutRUWA3qGnEsWuQkxdgG3lb5YmpyqjSvN6vwlZWxuD/OX99u5dvXY18g0dkfZ1RPjk6fPGfNjjyUv7eihwmtjUblMgImZbcJSKRobG3n66afRNI1zzz2XhQsXTtShxVGwotpLer9IdvBXzNDZgf1/7ewrx7Yvj9ho2Lcgb+h+mjb4eD0X2WBQMJCvSAGoqkZW1UbMGKdzGpms/nUwmhoxa5zOqSNyogfP6TAbceRnjh1mAw6zEW9+EZzBoJeUG1oRI5vT8rPHObrDKZrT8WF5xoPHdVqMhYV+LquJWr8Dp9WEe8gCQJfVhMtmklleISZRicuCqkEwli5UqRgLm9nI5cdVcv/rLayoDo9pIZ6qavx1cycNpS7mBSau7Nt0E4qn2bh3gA+cUC2zxWLGm5DA+LHHHuP6669nyZIlRKNRvvjFL/LAAw/woQ99aCIOL46CDa0hYim9XJsGI2eO9yvTRn6fofHoYKqEnjYx9jEoCvmFePqsscmgd6szFOoe68G02WjAZjJgcCr5cm5aobKFmi/rltNUsjl9VjeZUQkPJEcNoA2KnnZht+iVLQarW5S6bYXbdouefuG25StgmI2yiE2IaWJoybbxBMYASyo9rKrx8cg7bXzunPn4HIdXh/j13X20hxJ87pyGcZ33WPHqrj5cNhMrJrghihDT0YQExrfffjuPPvooF198ceH27bffLoHxMcRrN2E1GQoBpk6vI6z3t9PDz8ESbsP322fozPDg40APVgcD7sHc432F4fTtOVUjo+qzw6OlJIxmsFaxzWTAajZiLaRZmLGZDdjypd1sQ+5z5ANdh0XfJjMgQhy7rCYjXruZnuj4FuANumJVJf/9/C5+82ozN58x75ANQzoGEjy1uZMzFwQo99qO6NzTWTKT482mIGctDEi6l5gVxhQYf/SjH+W//uu/8PuHr97t6Ojg7LPPLtw+88wzufPOOydmhOKoaA8liaWyhSBx9M51Q+oVD7l/sNOdvl8+nUJRMBrznw0GLAalUId4sJybab9tFtO+Mm4Wk1L42mzUS7iZBzvf5Uu6DdY2FkLMbkdSmWKQ1WTkppPr+fkLu/j1K0187NR6HJbRf0UOxDPc/1oL1UV2zl1cdkTnne7eaelH0zTWzBl/1Q4hjiVjCox7e3tZtGgRP/rRj7jhhhsK20855RQ+97nP8cUvfpFoNMp3vvMdTj755AkfrJg8X77o2CzXJoQQAbeVvf2JIz5OkdPCJ0+fyz0vN/HT5xq55sQa6oqdw/ZpDcZ56M09mI0GPnxS3Yz+41zTNN5u7mdFte+AfyQIMdOM6X2Rxx9/nLvuuouvfOUrnHfeeezevRuAn/70p2zbto1ly5axdu1astksP//5zydlwEIIIcRQgXyTj4loNBVwW/nM2fPwO638/IXd3PNyEy/s6OHlnb3c/1oz//3CLvxOC/90xtxxl3c7VuwNJegMJzmxvmiqhyLEUTPmhKFrrrmGrVu3Mm/ePFasWMH3vvc9qqqqeOmll4hEIoTDYV555RXq6+snYbjHhp6eHi699FKcTicLFizg6aefnuohCSHEjBVwW0lkckTzC4iPlNtm5uOn1nPjyXVYTQZe29XHizt7SOc0rltdwydOmzPjg2LQ0ygCLr3LpxCzxbh+sr1eL7/4xS+48cYbufnmm3nwwQe5++67Wbt27USP75j0mc98hvLycnp6evj73//ONddcQ2NjI8XFxVM9NCGEmHFKPXo1iu5ICrfNPCHHVBSFxRWeMZVvm0kyOZUNrSHOWlgqC5TFrDKuJaapVIpwOMypp57K+vXrueaaazj33HP5zGc+QyQSmegxHlOi0SiPPfYY3/zmN3E4HFx++eUcd9xx/OlPf5rqoQkhxIzktpqwm410hZNTPZQZY0t7mHRWZVWtb6qHIsRRNabAuL29nQsuuACn00lRURHLli1jw4YNfP3rX2fDhg1s27aNRYsW8eijj07WeCdcJBLhy1/+MhdccAGBQABFUVi3bt2o+0ajUb7whS9QWVmJzWZj5cqV/Pa3vx22z86dO3G5XFRXVxe2LV++nM2bN0/m0xBCiFlLURTKvVYJjCfQ+j39LChz45mgGXghjhVjCoxvvvlmIpEIL730EuvXr2fVqlVcddVVqKpKQ0MDzzzzDN/5zne4+eabueKKKyZrzBOqr6+PX/7yl6RSKa688sqD7nv11Vdz3333cccdd/Dkk0+yevVqrr/+eh588MHCPtFoFI9n+FtvHo+HaDQ6GcMXQggBlHlsdIWPrGSb0CUzOXb1xFhWNTvTSMTsNqYc4xdffJE//OEPhVJsP/7xjykpKWHXrl00NOidfz72sY/xD//wD9x2220TP9pJUFdXR39/P4qi0Nvby69+9atR93viiSd4+umnefDBB7n++usBOPvss2lpaeFLX/oS1157LUajEZfLRTgcHvbYcDiMy3XwdqHd3d309PQM29bY2HgEz0wIIWaPUreNDa0hNE2TnNgjtKMrQk7TWFQugbGYfcY0Y1xRUcFLL71UuP3KK6+gKAplZcMLnAcCAf7nf/5nYkY4yRRFOawX0T/+8Y+4XK4R3fw+9rGP0d7ezhtvvAFAQ0MD0WiUtra2wj6bNm1i6dKlBz3+z372M5YtWzbs41Az2EIIIXTlXpve/j0xMZUpZrMt7WHmFDtxzoLKG0Lsb0yB8b//+7/z/e9/n8WLF3PiiSdy9dVX87WvfW1E6sBMtGnTJhYvXozJNPyFYsWKFYX7AVwuF1dccQXr1q0jkUjw+OOPs2HDBi6//PKDHv/WW29l06ZNwz4ee+yxSXkuQggx05TlK1N0RSTP+EhomsbO7igLy91TPRQhpsSY/hy8+uqr2bp1K3/7299IJpP87Gc/Y82aNZM1tmmlr6+PuXPnjtg+2B67r6+vsO1nP/sZN910E8XFxVRVVfHwww9TUlJy0OOXlpZSWlo6sYMWQohZwmEx4baZ6BxIsqBMgrrx2htKEE/naCg7ePqfEDPVmN8nmTt3Lp/+9KcnYyzT3sFSLobeFwgEeOKJJ47GkIQQQuSVeWx0R2QB3pHY2R3FbTNR7rFN9VCEmBLjqmM8mlQqRTqdnqjDTTvFxcXDZoUHBYNBYN/MsRBCiKlR5pGSbUdqV3eU+QGXLGAUs9aYAuM333yTeDw+bNvTTz/NqlWrcDgc2O12TjzxRJ577rkJHeR0sHz5crZu3Uo2O3xhx8aNGwFYtmzZVAxLCCFEnl6yLYmmaVM9lGNSNqeyJxhnbsA51UMRYsqMKTA++eSTC4vMQK9Kcckll9DX18fNN9/Mpz71Kbq6urjooot49913J3ywU+mqq64iGo3yhz/8Ydj2++67j8rKSk466aQpGpkQQgiAMreNTE4jGJu5715Opr2hBJmcRn2JBMZi9hpTjvH+f4V/+9vfZuHChbzyyit4vV5Ar1xxyimn8L3vfY/f//73EzfSSfTkk08Si8UK7ay3bNnCI488AsAll1yCw+Hg4osv5vzzz+eWW24hHA4zf/58HnroIZ566ikeeOABjEbjVD4FIYSY9UrzlSk6w0mKXdYpHs2xp6k3httmothpmeqhCDFljqhI4WuvvcZPfvKTQlAMUFRUxL/8y7/w9a9//YgHd7TccssttLS0FG7//ve/LwT1TU1N1NfXA/Doo4/yta99jW984xsEg0EWLVrEQw89xHXXXTcVwxZCCDGEzWyk2GmhI5RkaaX30A8QwzT3xphT4pT8YjGrHVFgHI/HmT9//ojtCxYsKCxKOxY0Nzcf1n4ul4sf//jH/PjHP57cAQkhhBiXCp+NjoHEVA/jmKNpGnuCCc5bImVDxew25sD4+eefL3R1KykpGbVSQ29v7yFbIAshhBATrdJn543dx87EzHTRE02RyOSoKXJM9VCEmFJjDoy/+tWvDrv9/PPPj+jq9vbbbzNnzpwjG5kQQggxRpVeOwOJDPF0FodFWhofrrb+BCaDQoVX6heL2W1MrxqjlWEbml88aM+ePVx77bXjH5UQQggxDhU+PbBrDyWZXyrvXB6u1mCcCp8Nk3HC2hsIcUwaU2B85plnHtZ+//u//zuuwQghhBBHwmMz47aZaA8lJDAeg7b+BLV+SaMQQv40FEIIMaNUeGUB3lhkcirtoQTVRfapHooQU04CYyGEEDNKpc9Oe0haQx+ujlASVYMamTEWQgJjIYQQM0uF10ZPNEU6q071UI4Jrf1xHBajNPYQAgmMhRBCzDCVPjuaBl1hmTU+HK3BONVFdmnsIQQSGAshhJhhip0WrCYD7SHJMz4crf1xqV8sRJ4ExkIIIWYURVGo8tlp65fA+FCiqSzBWEbyi4XIk8BYCCHEjFPjt9PaH5/qYUx7e/N/PEhFCiF0EhgLIYSYcaqLHHRHUiQzuakeyrTWGoxT7LTgtEqXQCFAAmMhhBAzUI3fgaYh6RSH0Nofl9liIYaQwFgIIcSM47Wb8dhNkk5xEJqm0RpMSH6xEENIYCyEEGJGqily0BaUwPhA+mJpEpmcVKQQYggJjIUQQsxItX4Hrf0JNE2b6qFMS63BOEYDVPhsUz0UIaYNCYyFEELMSDV+B5FkllA8M9VDmZZa+xNUeO2YjRIKCDFIfhqmoXXr1qEoCsuWLZvqoQghxDGr0mfDoCB5xgcw2PFOCLGPBMbT0Lp169A0jU2bNk31UIQQ4phlNRkp89hoDUpliv1lcyqdA0lZeCfEfiQwFkIIMWPVFTto7otN9TCmnY6BJFlVk4V3QuxHAmMhhBAz1pwSJ+2hhDT62E9LXxyHxUiJyzLVQxFiWpHAWAghxIw1p8SJqumBoNinuS9GXbEDRVGmeihCTCsSGAshhJix3DYzAZeFpt7oVA9l2tA0jT3BOHXFzqkeihDTjgTGQgghZrQ5ASdNvTJjPCgYSxNJZqmThXdCjCCBsRBCiBltTomLtv44qazkGQO0BOOYDApVUqpNiBEkMBZCCDGjDeYZt0p7aABa+mJU+qSxhxCjkZ8KIYQQM5rXbqbYaWF3j5RtA30hYn2xpFEIMRoJjIUQQsx4c0qc7O6VwDiRztEVTlErgbEQo5LAWAghxIw3v9RFazBOIj2784z35NNJpCKFEKOTwFgIIcSM11DmQgMau2d32bbdPVECLgsuq2mqhyLEtCSBsRBCiBnPYTFR63ewvSsy1UOZUo3dUeaXuad6GEJMWxIYCyGEmBUWlrnZ0RVB07SpHsqUiKaytA8kmR9wTfVQhJi2JDAWQggxKzSUuYgks3QMJKd6KFNid08UgwJzA5JfLMSBSGAshBBiVqjy2XFZjUc9naI9lOCZrV10DCSO6nn319gdpbrIgc1snNJxCDGdSWAshBBiVlAUhYYyNzs6j15g/F5riDufbeTlxl7ufLaR91pDR+3cQ2mapucXl0oahRAHI4GxEEKIWWNRuZuWYJxoKjvp5+qJpPjDu22cPK+Yb/zDEk6a4+eP6/fSH0tP+rn31xdL0x/PSGAsxCFIYCyEEGLWWFjuxmRQ2Lx3YNLP9dfNnfidFi5dXoGiKFyyvAKX1cSz27on/dz729UdxWoyUFNkP+rnFuJYIoGxEEKIWcNqMrKo3MP7bZMbGLf1x9ncHuaCJeUYDQoAZqOBMxYEWN/az0A8M6nn39/2rghzA05MRvm1L8TByE+IEEKIWWVFtZemvhiR5OQFp6/u6qPCa2NxxfCawcfX+nBYTLze1Ddp595fMpNjZ1eUJRWeo3ZOIY5VEhgLIYSYVRaUubEYDWycpHSKeDrLxrYBTprjR1GUYfeZjAaOr/Wxfk/oqNVT3tEVIadpLJLAWIhDksBYCCHErGIxGVhU7mbjJKVTvN3cj9GgsLLWN+r9q2qLGEhk2NUTm5Tz729Le5g5xU5pAy3EYZDAWAghxKyzvNpLc1+cUHxiK0RomsabTUFW1fqwmkavF1zmsVHls7HhKJRuy+ZUtnVGWFIps8VCHA4JjIUQQsw6C8vcuKxG3mrun9Dj7uyO0hdLs3Zu8UH3W1VbxKa9A6Sz6oSef3+7emKksqrkFwtxmCQwFkIIMeuYjAZOqPPzdnOQnDpxub5v7O5jTomDMo/toPutqPaSyals7QhP2LlHs6VjgCqfjSKnZVLPI8RMIYGxEEKIWWnNHD+RVHbCgtOBeIatnRFOmnPw2WIAt81MQ6mLd/dM7Iz1UJmcyvttAyyv9k3aOYSYaSQwFkIIMSv5nRYWlLp4oyk4Icd7o6kPp8XI0sPM511ZW0Rjd3TSuvBtbg+Tzqocf4BFgEKIkSQwFkIIMWudNLeYxu4oPZHUER0nnVV5oynI6nr/YTfRWFzhxmw08H5b6IjOfSBvNwdZVO7GbTNPyvGFmIkkMBZCCDFrLSxz43eaebmx54iOs35PP+msysnzDp1GMchqMrKkwjMp1SmCsTS7emKcUOef8GMLMZNJYDwNrVu3DkVRWLZs2VQPRQghZjSDQeHMBaW80zL+Ns2apvFKYy8ra3xjnp1dWeujNZigN3pkM9b7e6elH7fNxMJy96F3FkIUSGA8Da1btw5N09i0adNUD0UIIWa842t9uKxmnt3eNa7Hb+uM0BNNc1pDyZgfOz/gwmU18t4EzhrnVI13WvpZVePDaFAO/QAhRIEExkIIIWY1k9HA+UvKeKu5n+5wckyP1TSNF3b0sKDMdcgSbaMxGBRWVE9si+iNewcIJzOcdIhaykKIkSQwFkIIMeutqvFR7rHxf++1jylA3doRoaUvzrmLysZ97hPri+jL5wQfKU3TeHlnD8urvPildrEQYyaBsRBCiFnPYFC4alUVu3tjvNNyeLWFMzmVJzd1sLzKS22xY9znrvDaqfU7eHMCysZt74qwN5Tk9HGkdQghJDAWQgghAKjxOzhtfgl/fq/9sFIq/r6li0gyyyXLy4/43CfN9bO5fYBQPD3uY2iaxjNbu1lc4aa6aPyBuhCzmQTGQgghRN4FS8oo89q477VmIskDV6nY3D7AS429XLK8Ap/jyFMWVlR5cdlMvNLYN+5jvN82QFt/gnMXjz+tQ4jZTgJjIYQQIs9kNHDD2joMisLdL+4etYza1o4wD7/Vyur6IlbXF03YeU+dV8JbzcFxdcJLZ1We3NTJCXVFVPnsEzImIWYjCYyFEEKIIdw2M588fS5Ws5GfPLOTJzd2sKsnyo6uCI+808b9r7ewotrH5cdVoSgTVw7tpLl+LCYDz23rHvNj/7alk2QmxwVLZbZYiCNhmuoBCCGEENON127mU2fM5dVdfby6q5cXd/YCEHBb+dAJ1ays8U1oUAx6J7xzFpXy+PvtnDTHT+lhln/b3RPl1V19XL2qCo+0fxbiiEhgLIQQQozCbDRw5oIAZzSUEEllUWDMne3Gak29n3da+nnk3TY+fcY8DIdo0DGQyPDbt1pZXOHhhLqJSesQYjaTVAohhBDiIBRFwWMzT3pQDHrZuA8cX01HKMkTmzoOum88neXeV5qwmQx88PjqCZ/BFmI2ksBYCCGEmEbKvTY+cEI1rzT28fSWrlEbjvRGU/z8hd0kMyofO3UOdotxCkYqxMwjqRRCCCHENLOyxkcmp/LY+r209MU4c0GAcq+NaCrL+20DvNLYS8Bl5RNnzsPrkLxiISaKBMZCCCHENLS63k+Z28ZfNnbw61eaC9vdNhNnLyrl9PklmIzyxq8QE0kCYyGEEGKaqi12cMtZ8+iPpemPp7FbjJS6bRgPsShPCDE+EhgLIYQQ01yR00KR88g77AkhDk7egxFCCCGEEAIJjIUQQgghhAAkMBZCCCGEEAKQwFgIIYQQQghAAmMhhBBCCCEACYyFEEIIIYQAJDAWQgghhBACkMBYCCGEEEIIQAJjIYQQQgghAAmMhRBCCCGEACQwFkIIIYQQApDAWAghhBBCCEACYyGEEEIIIQAJjIUQQgghhAAkMBZCCCGEEAKQwFgIIYQQQghAAmMhhBBCCCEAME31AMSBpVIpABobG6d4JEIIIYQQx57BGGowpjoUCYynoXXr1vHNb36zcPvKK6+cusEIIYQQQhzjWltbOf744w+5n6JpmnYUxiPGIRQK8cILL1BTU4PVaj3gfsuWLWPTpk2HPN7B9mtsbOTKK6/kscceY/78+eMe83R0uN+fY+38E3Xc8R5nrI8by/6Hs69czzPv/BNx7KN1PY/lMXI9H9xMvaZn6mv0sRZzpFIpWltbOfPMM/H5fIfcXwLjGUBRFA7nn/Fg+23evLlwES9dunSihzilDvf7c6ydf6KOO97jjPVxY9n/cPaV63nmnX8ijn20ruexPEau54Obqdf0TH2Nnukxhyy+mwHuuOOOCd1vppnq5z1Z55+o4473OGN93Fj2P5x9p/rfdapM9fOezPNPxLGP1vU8lsfI9XxwU/3c5TV6bPvP9JhDZowFML3/ehNirOR6FjOJXM9ippnO17TMGAshhBBCCIEExiIvEAhwxx13EAgEpnooQhwxuZ7FTCLXs5hppvM1LakUQgghhBBCIDPGQgghhBBCABIYCyGEEEIIAUhgLIQQQgghBCCBsRBCCCGEEIAExkIIIYQQQgASGAshhBBCCAFIYCyO0F133cWqVaswm82sW7duqocjxGHr6enh0ksvxel0smDBAp5++umpHpIQR0Rej8VMkUql+PjHP05tbS0ej4e1a9fy6quvHpVzS2AsjkhVVRXf+ta3uPLKK6d6KEKMyWc+8xnKy8vp6enhP//zP7nmmmvo6+ub6mEJMW7yeixmimw2S319PS+//DKhUIhbbrmFyy+/nHg8PunnlgYfYkJ88pOfpLq6WmYpxDEhGo3i9/vZvXs31dXVAJx11lnceOONfPzjH5/i0QlxZOT1WMxEfr+f5557juOOO25SzyMzxjNAJBLhy1/+MhdccAGBQABFUQ74ghiNRvnCF75AZWUlNpuNlStX8tvf/vboDliIMZroa3znzp24XK5CUAywfPlyNm/ePJlPQ4gCed0WM8lkX8/bt28nkUgwb968SRj9cBIYzwB9fX388pe/JJVKHfIttKuvvpr77ruPO+64gyeffJLVq1dz/fXX8+CDDx6dwQoxDhN9jUejUTwez7DHeTweotHoZAxfiBHkdVvMJJN5PScSCW688UZuv/12XC7XJIx+P5o45qmqqqmqqmmapvX09GiAdscdd4zY7y9/+YsGaA8++OCw7eeff75WWVmpZbPZwrZzzjlHs1qto3589atfHXHsT3ziE6OeU4iJMNHX+LvvvqsVFRUN2+ezn/2s9i//8i+T8wSE2M9kvG4PktdjcbRN1vWcTqe1Sy+9VLvxxhsLx59sMmM8AyiKgqIoh9zvj3/8Iy6Xiw996EPDtn/sYx+jvb2dN954o7DtmWeeIZlMjvrxve99b8KfgxAHM9HXeENDA9FolLa2tsI+mzZtYunSpRM7cCEOYDJet4WYKpNxPauqyo033ojRaOSee+45rONPBAmMZ5FNmzaxePFiTCbTsO0rVqwo3D9W2WyWZDJJLpcb9rUQU+Fwr3GXy8UVV1zBunXrSCQSPP7442zYsIHLL7/8qI9ZiIMZy+u2vB6L6W4s1/PNN99MR0cHDz/88Ij9J5MExrNIX18ffr9/xPbBbeMpVfWd73wHu93Ob37zG7773e9it9u5//77j3isQozHWK7xn/3sZ7S3t1NcXMwXv/hFHn74YUpKSo7aWIU4HGO5puX1WEx3h3s9t7S08Ktf/Yo33niDkpISXC4XLpeLl156adLHePRCcDEtHOytiPG8TbFu3TopCSSmlcO9xgOBAE888cTRGJIQR+Rwr2l5PRbHgsO5nuvq6tCmqJqwzBjPIsXFxaPOCgeDQYBR/4oT4lgi17iYaeSaFjPJsXA9S2A8iyxfvpytW7eSzWaHbd+4cSMAy5Ytm4phCTFh5BoXM41c02ImORauZwmMZ5GrrrqKaDTKH/7wh2Hb77vvPiorKznppJOmaGRCTAy5xsVMI9e0mEmOhetZcoxniCeffJJYLEYkEgFgy5YtPPLIIwBccsklOBwOLr74Ys4//3xuueUWwuEw8+fP56GHHuKpp57igQcewGg0TuVTEOKg5BoXM41c02ImmTHX81GpliwmXV1dnQaM+tHU1FTYLxKJaJ///Oe18vJyzWKxaCtWrNAeeuihqRu4EIdJrnEx08g1LWaSmXI9K5o2Rcv+hBBCCCGEmEYkx1gIIYQQQggkMBZCCCGEEAKQwFgIIYQQQghAAmMhhBBCCCEACYyFEEIIIYQAJDAWQgghhBACkMBYCCGEEEIIQAJjIYQQQgghAAmMhRBCCCGEACQwFkKICfOb3/wGRVFG/fh//+//TfXwZqRvfetbLFmyBFVVC9sUReGzn/3sqPs/8sgjKIrC888/P6bz3HDDDVx55ZVHMFIhxLHANNUDEEKImebee+9l0aJFw7ZVVlZO0Whmrvb2dn74wx/ym9/8BoNhcud51q1bx6JFi3j22Wc555xzJvVcQoipI4GxEEJMsGXLlnHiiSce1r6ZTAZFUTCZ5OV4rH784x/j8/m4+uqrJ/1c8+bN46KLLuL73/++BMZCzGCSSiGEEEfJ888/j6Io3H///dx2221UVVVhtVppbGwE4O9//zvnnnsuHo8Hh8PBqaeeyjPPPDPiOH/5y19YuXIlVquVOXPm8J//+Z+sW7cORVEK+zQ3N6MoCr/5zW9GPF5RFNatWzds286dO/nwhz9MaWkpVquVxYsX89Of/nTU8T/00EN87Wtfo7KyEo/Hw3nnncf27dtHnOepp57i3HPPxev14nA4WLx4Md/73vcAuP/++1EUhddee23E4771rW9hNptpb28/4PcynU5zzz338OEPf/iIZosHv08H+hjqhhtu4O9//zu7du0a9/mEENObBMZCCDHBcrkc2Wx22MdQ//qv/8qePXv4+c9/zp///GdKS0t54IEHuOCCC/B4PNx333387ne/w+/3c+GFFw4Ljp955hmuuOIK3G43v/3tb/mP//gPfve733HvvfeOe7xbtmxh9erVbNq0iR/96Ec8/vjjXHrppXz+85/nm9/85oj9/+3f/o2WlhZ+9atf8ctf/pKdO3dy2WWXkcvlCvvcc889XHLJJaiqWnien//852lrawPg2muvpby8fETwnc1m+cUvfsFVV1110PSTN954g76+Ps4+++xR79c0bcS/QTabHZaLDFBRUcFrr7027OP//u//8Hg8LF68eNi+Z511Fpqm8cQTTxz8GyqEOHZpQgghJsS9996rAaN+ZDIZ7bnnntMA7Ywzzhj2uFgspvn9fu2yyy4btj2Xy2nHHXectmbNmsK2k046SausrNQSiURhWzgc1vx+vzb0Jb2pqUkDtHvvvXfEOAHtjjvuKNy+8MILterqam1gYGDYfp/97Gc1m82mBYNBTdO0wvgvueSSYfv97ne/0wDttdde0zRN0yKRiObxeLTTTjtNU1X1gN+vO+64Q7NYLFpXV1dh28MPP6wB2gsvvHDAx2mapv3gBz/QAK2zs3PU53eoj+eee27U48ZiMW3NmjVaRUWF1tzcPOL+qqoq7dprrz3o2IQQxy6ZMRZCiAn2P//zP7z11lvDPobmEH/gAx8Ytv+rr75KMBjkpptuGjG7edFFF/HWW28Ri8WIxWK89dZbXH311dhstsLj3W43l1122bjGmkwmeeaZZ7jqqqtwOBzDzn/JJZeQTCZ5/fXXhz3m8ssvH3Z7xYoVALS0tBSeTzgc5tZbbx2RjjDULbfcAsDdd99d2HbXXXexfPlyzjjjjIOOu729HUVRKCkpGfX+a665ZsS/wVtvvcUPfvCDAx4zl8tx7bXXsnXrVp544gnq6upG7FNaWsrevXsPOjYhxLFLVnsIIcQEW7x48UEX31VUVAy73dXVBcAHP/jBAz4mGAyiKAqqqlJeXj7i/tG2HY6+vj6y2Sx33nknd95556j79Pb2DrtdXFw87LbVagUgkUgA0NPTA0B1dfVBz11WVsa1117LL37xC7761a+yefNmXnrpJX7xi18cctyJRAKz2YzRaBz1/kAgMOq/QXNz8wGP+elPf5qnnnqqkMM9GpvNVnieQoiZRwJjIYQ4yvafRR2c9bzzzjtZu3btqI8pKysrVLDo7Owccf/+2wZnlFOp1LDtfX19w24XFRVhNBq54YYb+MxnPjPquefMmXOQZzNSIBAAKOQTH8w///M/c//99/OnP/2Jp556Cp/Pxz/+4z8e8nElJSWk02lisRhOp3NM4xvNunXr+NWvfsW9997LBRdccMD9gsEg9fX1R3w+IcT0JIGxEEJMsVNPPRWfz8eWLVsO2JgCwGKxsGbNGh599FH+4z/+oxD8RiIR/vznPw/bt6ysDJvNxvvvvz9s+5/+9Kdhtx0OB2effTbr169nxYoVWCyWI34+p5xyCl6vl5///Odcd911B02nOOGEEzjllFP4wQ9+wKZNm/jUpz51WIHuYJ3oXbt2FVI5xuuee+7hm9/8Jt/61rf46Ec/esD9stksra2tXHLJJUd0PiHE9CWBsRBCTDGXy8Wdd97JTTfdRDAY5IMf/CClpaX09PTw3nvv0dPTw3//938D8O1vf5uLLrqI888/n9tuu41cLscPfvADnE4nwWCwcExFUfjIRz7Cr3/9a+bNm8dxxx3Hm2++yYMPPjji/D/+8Y857bTTOP3007nllluor68nEonQ2NjIn//8Z5599tkxP58f/ehHfPKTn+S8887jn/7pnygrK6OxsZH33nuPu+66a9j+//zP/8y1116Loijceuuth3WOs846C4DXX3/9iALj1157jU9/+tOceuqpnH/++SPyqYfO4L///vvE4/EDVsIQQhz7JDAWQohp4CMf+Qi1tbX88Ic/5OabbyYSiVBaWsrKlSuHzWKef/75PPbYY9x+++2Fkme33noriURiRGm1H/3oRwD88Ic/JBqNcs455/D444+PSAVYsmQJ7777Lt/+9re5/fbb6e7uxufz0dDQMO7Z0U984hNUVlbygx/8gE9+8pNomkZ9fT033XTTiH2vvPJKrFYrZ599Ng0NDYd1/JqaGk4//XT+9Kc/8alPfWpcYwTYvn072WyWV155hZNPPnnE/ZqmFb5+7LHHKCkpOWiqhRDi2KZoQ3/qhRBCHJPWrVvHN7/5TY7Fl/Q///nPXH755fzlL38ZUyD+hz/8gWuvvZaWlhaqqqomcYR6xYr58+fz4Q9/mO9+97uTei4hxNSRcm1CCCGmxJYtW3jyySe57bbbWLlyJRdffPGYHn/11VezevXqQje9yfTAAw8QjUb50pe+NOnnEkJMHQmMhRBCTIlbb72Vyy+/nKKiIh566KGDLtIbjaIo3H333VRWVo7oaDfRVFXlf//3f/H5fJN6HiHE1JJUCiGEEEIIIZAZYyGEEEIIIQAJjIUQQgghhAAkMBZCCCGEEAKQwFgIIYQQQghAAmMhhBBCCCEACYyFEEIIIYQAJDAWQgghhBACkMBYCCGEEEIIQAJjIYQQQgghAAmMhRBCCCGEAOD/A/Ks8TWVkeeDAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "for o in outputs[:-1]:\n", - " ax = o.plot(style=\"stats\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "metadata": {}, + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pystrata\n", + "\n", + "%matplotlib inline" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ax = outputs[-1].plot(style=\"stats\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The statistics of the output can be also retrieved and returned as either a `dict` or `pandas.DataFrame`." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "metadata": {}, + "source": [ + "# Increased figure sizes\n", + "plt.rcParams[\"figure.dpi\"] = 120" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, { - "data": { - "text/plain": [ - "{'ref': array([ 0. , 0.10273973, 0.20547945, 0.30821918, 0.4109589 ,\n", - " 0.51369863, 0.61643836, 0.71917808, 0.82191781, 0.92465753,\n", - " 1.02739726, 1.13013699, 1.23287671, 1.33561644, 1.43835616,\n", - " 1.54109589, 1.64383562, 1.74657534, 1.84931507, 1.95205479,\n", - " 2.05479452, 2.15753425, 2.26027397, 2.3630137 , 2.46575342,\n", - " 2.56849315, 2.67123288, 2.7739726 , 2.87671233, 2.97945205,\n", - 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medianln_std
depth
0.000000360.7535430.268429
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512 rows × 2 columns

\n", - "
" + "metadata": {}, + "source": [ + "m = pystrata.motion.SourceTheoryRvtMotion(6.0, 30, \"wna\")\n", + "m.calc_fourier_amps()" ], - "text/plain": [ - " median ln_std\n", - "depth \n", - "0.000000 360.753543 0.268429\n", - "0.102740 368.582784 0.286057\n", - "0.205479 368.582784 0.286057\n", - "0.308219 368.582784 0.286057\n", - "0.410959 368.582784 0.286057\n", - "... ... ...\n", - "52.089041 550.801892 0.377159\n", - "52.191781 550.801892 0.377159\n", - "52.294521 550.801892 0.377159\n", - "52.397260 550.801892 0.377159\n", - "52.500000 550.801892 0.377159\n", - "\n", - "[512 rows x 2 columns]" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "outputs[-1].calc_stats(as_dataframe=True)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Repeat using a Generic Depth-Dependent Model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The generic `DepthDependToroVelVariation` follows the SPID guidance." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "var_velocity_dd = pystrata.variation.DepthDependToroVelVariation.generic_model(\"USGS C\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "outputs.reset()\n", - "count = 20\n", - "for p in pystrata.variation.iter_varied_profiles(\n", - " profile,\n", - " count,\n", - " var_thickness=var_thickness,\n", - " var_velocity=var_velocity_dd,\n", - " var_soiltypes=var_soiltypes,\n", - "):\n", - " p = p.auto_discretize()\n", - " calc(m, p, p.location(\"outcrop\", index=-1))\n", - " outputs(calc)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "cell_type": "code", + "outputs": [], + "execution_count": null + }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "## Create site profile\n", + "\n", + "This is about the simplest profile that we can create. Linear-elastic soil and rock." + ], + "cell_type": "markdown" }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "for o in outputs[:-1]:\n", - " ax = o.plot(style=\"stats\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "metadata": {}, + "source": [ + "profile = pystrata.site.Profile(\n", + " [\n", + " pystrata.site.Layer(\n", + " pystrata.site.DarendeliSoilType(18.0, plas_index=0, ocr=1, stress_mean=100),\n", + " 10,\n", + " 400,\n", + " ),\n", + " pystrata.site.Layer(\n", + " pystrata.site.DarendeliSoilType(18.0, plas_index=0, ocr=1, stress_mean=200),\n", + " 10,\n", + " 450,\n", + " ),\n", + " pystrata.site.Layer(\n", + " pystrata.site.DarendeliSoilType(18.0, plas_index=0, ocr=1, stress_mean=400),\n", + " 30,\n", + " 600,\n", + " ),\n", + " pystrata.site.Layer(pystrata.site.SoilType(\"Rock\", 24.0, None, 0.01), 0, 1200),\n", + " ]\n", + ")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ax = outputs[-1].plot(style=\"stats\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "metadata": {}, + "source": [ + "## Create the site response calculator" + ], + "cell_type": "markdown" + }, { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
medianln_std
depth
0.000000412.7809560.326525
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0.205479412.7809560.326525
0.308219412.7809560.326525
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.........
52.089041617.1931750.182733
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52.294521617.1931750.182733
52.397260617.1931750.182733
52.500000617.1931750.182733
\n", - "

512 rows × 2 columns

\n", - "
" + "metadata": {}, + "source": [ + "calc = pystrata.propagation.EquivalentLinearCalculator()" ], - "text/plain": [ - " median ln_std\n", - "depth \n", - "0.000000 412.780956 0.326525\n", - "0.102740 412.780956 0.326525\n", - "0.205479 412.780956 0.326525\n", - "0.308219 412.780956 0.326525\n", - "0.410959 408.462477 0.312219\n", - "... ... ...\n", - "52.089041 617.193175 0.182733\n", - "52.191781 617.193175 0.182733\n", - "52.294521 617.193175 0.182733\n", - "52.397260 617.193175 0.182733\n", - "52.500000 617.193175 0.182733\n", - "\n", - "[512 rows x 2 columns]" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "outputs[-1].calc_stats(as_dataframe=True)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Repeat using a Specific Depth-Dependent Model" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "var_velocity_dd = pystrata.variation.DepthDependToroVelVariation.generic_model(\n", - " \"USGS C\", depth=[0, 10, 20], ln_std=[0.25, 0.15, 0.10]\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "outputs.reset()\n", - "count = 20\n", - "for p in pystrata.variation.iter_varied_profiles(\n", - " profile,\n", - " count,\n", - " var_thickness=var_thickness,\n", - " var_velocity=var_velocity_dd,\n", - " var_soiltypes=var_soiltypes,\n", - "):\n", - " p = p.auto_discretize()\n", - " calc(m, p, p.location(\"outcrop\", index=-1))\n", - " outputs(calc)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "cell_type": "code", + "outputs": [], + "execution_count": null + }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "## Initialize the variations" + ], + "cell_type": "markdown" }, { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "for o in outputs[:-1]:\n", - " ax = o.plot(style=\"stats\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "metadata": {}, + "source": [ + "var_thickness = pystrata.variation.ToroThicknessVariation()\n", + "var_velocity = pystrata.variation.ToroVelocityVariation.generic_model(\"USGS C\")\n", + "var_soiltypes = pystrata.variation.SpidVariation(\n", + " -0.5, std_mod_reduc=0.15, std_damping=0.30\n", + ")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ax = outputs[-1].plot(style=\"stats\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "metadata": {}, + "source": [ + "## Specify the output" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "freqs = np.logspace(-1, 2, num=500)\n", + "\n", + "outputs = pystrata.output.OutputCollection(\n", + " [\n", + " pystrata.output.ResponseSpectrumOutput(\n", + " # Frequency\n", + " freqs,\n", + " # Location of the output\n", + " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", + " # Damping\n", + " 0.05,\n", + " ),\n", + " pystrata.output.ResponseSpectrumRatioOutput(\n", + " # Frequency\n", + " freqs,\n", + " # Location in (denominator),\n", + " pystrata.output.OutputLocation(\"outcrop\", index=-1),\n", + " # Location out (numerator)\n", + " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", + " # Damping\n", + " 0.05,\n", + " ),\n", + " pystrata.output.InitialVelProfile(),\n", + " ]\n", + ")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Perform the calculation" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "count = 20\n", + "for p in pystrata.variation.iter_varied_profiles(\n", + " profile,\n", + " count,\n", + " var_thickness=var_thickness,\n", + " var_velocity=var_velocity,\n", + " var_soiltypes=var_soiltypes,\n", + "):\n", + " # Here we auto-descretize the profile for wave propagation purposes\n", + " p = p.auto_discretize()\n", + " calc(m, p, p.location(\"outcrop\", index=-1))\n", + " outputs(calc)" + ], + "cell_type": "code", + "outputs": [ + { + "ename": "KeyError", + "evalue": "''", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[8], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m count \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m20\u001b[39m\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;43;01mfor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mp\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01min\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mpystrata\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mvariation\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43miter_varied_profiles\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 3\u001b[0m \u001b[43m \u001b[49m\u001b[43mprofile\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4\u001b[0m \u001b[43m \u001b[49m\u001b[43mcount\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 5\u001b[0m \u001b[43m \u001b[49m\u001b[43mvar_thickness\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mvar_thickness\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 6\u001b[0m \u001b[43m \u001b[49m\u001b[43mvar_velocity\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mvar_velocity\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 7\u001b[0m \u001b[43m \u001b[49m\u001b[43mvar_soiltypes\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mvar_soiltypes\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 8\u001b[0m \u001b[43m)\u001b[49m\u001b[43m:\u001b[49m\n\u001b[1;32m 9\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;66;43;03m# Here we auto-descretize the profile for wave propagation purposes\u001b[39;49;00m\n\u001b[1;32m 10\u001b[0m \u001b[43m \u001b[49m\u001b[43mp\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mauto_discretize\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 11\u001b[0m \u001b[43m \u001b[49m\u001b[43mcalc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mm\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mp\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mlocation\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43moutcrop\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/Documents/programs/pystrata/src/pystrata/variation.py:928\u001b[0m, in \u001b[0;36miter_varied_profiles\u001b[0;34m(profile, count, var_thickness, var_velocity, var_soiltypes)\u001b[0m\n\u001b[1;32m 924\u001b[0m \u001b[38;5;66;03m# Create new layers\u001b[39;00m\n\u001b[1;32m 925\u001b[0m end \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01mif\u001b[39;00m var_soiltypes\u001b[38;5;241m.\u001b[39mvary_bedrock \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m\n\u001b[1;32m 926\u001b[0m layers \u001b[38;5;241m=\u001b[39m [\n\u001b[1;32m 927\u001b[0m site\u001b[38;5;241m.\u001b[39mLayer(\n\u001b[0;32m--> 928\u001b[0m \u001b[43mvaried\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;28;43mstr\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mlayer\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msoil_type\u001b[49m\u001b[43m)\u001b[49m\u001b[43m]\u001b[49m,\n\u001b[1;32m 929\u001b[0m layer\u001b[38;5;241m.\u001b[39mthickness,\n\u001b[1;32m 930\u001b[0m layer\u001b[38;5;241m.\u001b[39minitial_shear_vel,\n\u001b[1;32m 931\u001b[0m )\n\u001b[1;32m 932\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m layer \u001b[38;5;129;01min\u001b[39;00m profile[:end]\n\u001b[1;32m 933\u001b[0m ]\n\u001b[1;32m 934\u001b[0m \u001b[38;5;66;03m# Add the unrandomized bedrock\u001b[39;00m\n\u001b[1;32m 935\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m var_soiltypes\u001b[38;5;241m.\u001b[39mvary_bedrock:\n", + "\u001b[0;31mKeyError\u001b[0m: ''" + ] + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Plot the outputs\n", + "\n", + "Create a few plots of the output." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "for o in outputs[:-1]:\n", + " ax = o.plot(style=\"stats\")" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "The statistics of the output can be also retrieved and returned as either a `dict` or `pandas.DataFrame`." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "outputs[-1].calc_stats()" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "text/plain": [ + "{'ref': array([ 0. , 0.10273973, 0.20547945, 0.30821918, 0.4109589 ,\n", + " 0.51369863, 0.61643836, 0.71917808, 0.82191781, 0.92465753,\n", + " 1.02739726, 1.13013699, 1.23287671, 1.33561644, 1.43835616,\n", + " 1.54109589, 1.64383562, 1.74657534, 1.84931507, 1.95205479,\n", + " 2.05479452, 2.15753425, 2.26027397, 2.3630137 , 2.46575342,\n", + " 2.56849315, 2.67123288, 2.7739726 , 2.87671233, 2.97945205,\n", + " 3.08219178, 3.18493151, 3.28767123, 3.39041096, 3.49315068,\n", + " 3.59589041, 3.69863014, 3.80136986, 3.90410959, 4.00684932,\n", + " 4.10958904, 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medianln_std
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" + ], + "text/plain": [ + " median ln_std\n", + "depth \n", + "0.000000 360.753543 0.268429\n", + "0.102740 368.582784 0.286057\n", + "0.205479 368.582784 0.286057\n", + "0.308219 368.582784 0.286057\n", + "0.410959 368.582784 0.286057\n", + "... ... ...\n", + "52.089041 550.801892 0.377159\n", + "52.191781 550.801892 0.377159\n", + "52.294521 550.801892 0.377159\n", + "52.397260 550.801892 0.377159\n", + "52.500000 550.801892 0.377159\n", + "\n", + "[512 rows x 2 columns]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Repeat using a Generic Depth-Dependent Model" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "The generic `DepthDependToroVelVariation` follows the SPID guidance." + ], + "cell_type": "markdown" + }, { - "data": { - "text/html": [ - "
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medianln_std
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\n", - "
" + "metadata": {}, + "source": [ + "var_velocity_dd = pystrata.variation.DepthDependToroVelVariation.generic_model(\"USGS C\")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "outputs.reset()\n", + "count = 20\n", + "for p in pystrata.variation.iter_varied_profiles(\n", + " profile,\n", + " count,\n", + " var_thickness=var_thickness,\n", + " var_velocity=var_velocity_dd,\n", + " var_soiltypes=var_soiltypes,\n", + "):\n", + " p = p.auto_discretize()\n", + " calc(m, p, p.location(\"outcrop\", index=-1))\n", + " outputs(calc)" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "for o in outputs[:-1]:\n", + " ax = o.plot(style=\"stats\")" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", 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9j/HxcX75y1/yoQ99iGKxyEc+8pGDHvfZz34Wr9fLhz/8YQD+/d//fc5jFsLBWi4mP9be3s6vfvWrRb++QCAQ6KbFD57Yj2XbvPm0bu7fNs69m0f4H69YNvfBgmmMZMt4VHmabVdv1MeD2+NUDQu3umTfaBUIBIvAkhXG/f39DSPpN73pTYAzzfme97yH9vb2gx6bzWaRJAnbtslkMou+ttbW1mk2IzCRVhOLxRb9mgKBQDCVR3YmSBWr/O1r1tAa9BDxubj9yQOc2R9ldbsY8j1URnMVOsPeaYWP9pAzcJQsanRHfMdiaQKB4Chx3Nz6nnfeeRiGwZ49e2bdx7ZtPvShD/GlL32JW2+9la997Wt87nOfW/SK8WmnncbWrVubDLoBXnzxRQAxNCcQCI44VcPisd0JLljdSmvQEW6n9kZY2ebn0V3CEnIhjGYrdEU807a3BtxIEsTz2gxHCQSCE4njRhg/8MADyLI8a162ZVn81V/9Fd/4xje4/fbbueGGG7jxxhv5zne+w5e//GX+5m/+BttenOGUt771rRQKBe66666m7d/97nfp6enh/PPPX5TrCAQCwWw8P5CholtcuLrZFP+CVW1sG82TKlaP0cqOX8bzGp2h6ZHAqiIT87uFMBYITgKWXCvFX//1XxMOhznvvPPo7OwkkUjwk5/8hB//+Md89KMfnbWN4otf/CLf//73+clPfsLVV1/d2P6e97wHr9fLddddx8aNG/nQhz500Ov/+te/plgsNuxHXn75Zf77v/8bcFo6/H4/b3zjG7n88sv5wAc+QC6XY82aNdxxxx385je/4Qc/+AGKoizOiyEQCASz8PxAmlN6woS8rqbtp/SECXpUnjuQ5rUbO4/R6o4/ylWTUtVsVN+n0h7yCGEsEJwELDlhfMEFF/Cd73yH7373u2QyGYLBIGeccQbf//73ue6662Y97m/+5m+46KKLGvYjk7nmmmtYtmwZ55577pzX/8AHPtCUy/2Tn/yEn/zkJwDs3buXFStWAPDTn/6UT33qU/zLv/wLqVSKDRs2cMcdd/DOd77zEJ+xQCAQHBrZks6+ZIl3n98/7TFFltjYHWLbaF4I40MgWXREb2vQPePjbUEPexOFo7kkgUBwDFhywviGG27ghhtuOOTjfD7fjKK4zkUXXTSv8+zbt29e+wWDQW655RZuueWWee0vEAgEi8WW4SxuRWZdZ2jGxzd2h3lqb5psSSfid824j6CZZKGKLEHUN/Pr1R7y8PS+1LR4W4FAcGJx3PQYCwQCgcBh22ie9V0hXMrMv8JXtwfxqDJbR3MzPi6YTrKoEfW7UGd5TduCbjTDIlcxZnxcIBCcGAhhLBAIBMcRummxL1FkbcfsdmwuRWZFq5/dcfHW/3xJFKq0BmbuLwZo8TstFpmSGGoUCE5khDAWCASC44i9iSKGZbO2Y+Y2ijor24PsSxQXzY3nRCdVrM7aXwwQ8bmQJYTbh0BwgiOEsUAgEBxH7Bwr0BHyzNk7vKotQEEzhZPCPEkWtINWjGVZIup3kSnpR3FVguOB2267DUmSkCSJBx98cNrjtm2zZs0aJEni0ksvXbTrrlixguuvv77x9YMPPjjrGgTzRwhjgUAgOI7Ylyyyqj0w5349UR8eVWZvongUVnV8UzUsCppJS+DgNxstfreoGAtmJRQKceutt07b/tBDD7F7925CoYO/y3O4nH322Tz++OOcffbZR/Q6JzpCGAsEAsFxgmaYDGfKrGidWxgrskRfzM/+ZOkorOz4JlN2xG69j3g2Wvxu0qLHWDAL11xzDXfddRe5XPPQ66233soFF1xAf/90e8XFJBwO88pXvpJwOHxEr3OiI4SxQCAQHCcMpMpYNvMSxgDLWnwMpg8ujDXD5KEdce7ZPHzSVpfr7RHROdpTYgEhjAWzc+211wJwxx13NLZls1nuuusu3vve907bv1qt8q//+q9s2LABj8dDe3s7N9xwA/F4vGk/Xdf52Mc+RldXF36/n4svvpinnnpq2vlmaqV45plneOc738mKFSvw+XysWLGCa6+9timvASbaQR544AE+8IEP0NbWRmtrK29729sYHh4+nJfluGPJ+RgLBAKBYGb2J4u0+F3z9iZe1uLjwe1xylUTn3t6Ime+ovPNP+4hXzGI+l08uivJG07t4tXrZk4YPVHJlHQ8qozPdfDU0nqPsWXZyLLwMj4s9Aqk9x7rVUynZSW4pseCz4dwOMzb3/52vv3tb/P+978fcESyLMtcc801fPnLX27sa1kWV111FQ8//DAf+9jHuPDCC9m/fz+f/vSnufTSS3nmmWfw+XwA/NVf/RXf+973+MhHPsLll1/Oli1beNvb3tZI6D0Y+/btY/369bzzne8kFosxMjLC1772Nc4991xefvll2tramvZ/3/vex5vf/GZ++MMfMjAwwEc/+lGuu+467r///gW9JscjQhgLBALBccKBVIn+mH/e+y9rcfYdypRZM8XezbJsfvz0AJZt8w+vW0fYp/LIrgS/enGUrrCX9V1Hth9yKZEpVYn4XHMGd8QCbiwbchWd6BxtF4I5SO+Fr77yWK9iOh98Ajo2Lvjw9773vVx22WW89NJLbNq0iW9/+9u84x3vmNZffOedd/Kb3/yGu+66i7e97W2N7WeccQbnnnsut912Gx/4wAfYtm0b3/3ud/mHf/gHvvCFLwBw+eWX09nZybvf/e451/P2t7+dt7/97Y2vTdPkLW95C52dnfzwhz/k7/7u75r2f8Mb3sBXvvKVxtepVIqPfexjjI6O0tXVtaDX5HhDtFIIBALBcYBt2wylyw2xOx8iPhdhnzpjO8VzA2n2Joq86/zlRPyOKLx4TRunL4vwixeGMExrMZe/pMmUdFrmUYWP+hwxnC0LZwrBzLz61a9m9erVfPvb3+bFF1/k6aefnrGN4p577iEajfJnf/ZnGIbR+DjzzDPp6upqtEM88MADANNE8J//+Z+jqnPXNguFAh//+MdZs2YNqqqiqirBYJBiscjWrVun7X/llVc2fX366acDTGu9OJERFWOBQCA4DsiWdYpVk57oob3NuyzqYyhTbtpmmBb3bR3n7P4WeqO+xnZJknjjqV38f7/bwVP7Uly4um3q6U5IMuUqHaG5X9egV0WShDAWzI4kSdxwww185StfoVKpsG7dOl71qldN229sbIxMJoPbPfM7D4lEAoBkMgkwrVqrqiqtra1zrudd73oX9913H//8z//MueeeSzgcRpIk3vSmN1Eul6ftP/WcHo9jYTjTvicqQhgLBALBccBg2vnD1DNJyM6H7oiPFwYzTds2D2XJlnVeu7Fj2v5Rv5tzV8Z4ZGeCV65sPSl6adMlnXWdc7eOKLJEyKuSK4tY6MOmZaXTtrDUaFl52Ke4/vrr+Zd/+Re+/vWv89nPfnbGferDbb/5zW9mfLzeelEXqqOjo/T29jYeNwyjIZpnI5vNcs899/DpT3+af/qnf2ps1zSNVCp1SM/pZEIIY4FAIDgOGM6UaQu68c4xIDaVroiX+7dX0QwTj+oc+9TeFKf0hGftk33lqhiP706yYzzPhq4T2/rJsmxyZX1Oq7Y6Ya9LVIwXA5f3sHp5lzK9vb189KMfZdu2bbznPe+ZcZ+3vOUt/OhHP8I0Tc4///xZz1UPBLn99tt5xSte0dh+5513YhgHv0GTJAnbthtV3zrf+ta3ME1zns/m5EMIY4FAIDgOGM6Um9oe5ktXxIttw3hOoy/mZyxXYX+yxF9evGLWYzpCXla3B3hqb+qEF8Z5zcCynX7s+RDxCWEsmJvPf/7zB338ne98J7fffjtvetOb+Pu//3vOO+88XC4Xg4ODPPDAA1x11VW89a1vZePGjVx33XV8+ctfxuVy8brXvY4tW7bwH//xH3P6FYfDYS655BL+/d//nba2NlasWMFDDz3ErbfeSjQaXcRne2Ihhu8EAoFgiWPbNkOZ8iG3UQC0Bty4FYmRbAWA5wcyRHwuVrcHD3rc2ctb2DGWp1w9sStLuZrIDc9TGIeFMBYsAoqi8Itf/IJPfvKT/PSnP+Wtb30rV199NZ///Ofxer2cdtppjX1vvfVW/vEf/5HbbruNK6+8kjvvvJO77rqLlpaWOa/zwx/+kMsuu4yPfexjvO1tb+OZZ57h97//PZFI5Eg+veMaybZt+1gvQjAzL730Eqeeeipbtmxh06ZNx3o5AoHgGJEt63z+19v4y4tXTrNdmw9ffXAXvVEfV57Rwxd/v4P1XSHecnrPQY8pV00+96utXH1WD69YHlvo0pc8Lw1n+cETB7j5qk24lLlrRQ/tiPP47iT/9MYNR2F1JwZ79uwBYNWqVcd4JYITkbl+vg5VS4mKsUAgECxxhmqDdwtppQDojngZy1UYy2kkClVO6527WuRzK6ztDPLiYHZB1zxeyJUN/G5lXqIYnFaKfMUJ+RAIBCceQhgLBALBEmc4UyYWcM2YXjcf2oNe4nmNl0eyhL3qvENCNvWE2R0vohknbjtFrqIT9s6vjQIg7FWxbChUhTOFQHAiIoSxQCAQLHGGs2V6o/MP9phKR9hDQTN5cTDHus7QnAlvddZ2hjAsmz3x4oKvvdTJlXXCvvnPodeH9LIl0WcsEJyICGEsEAgES5yhTJnuQwz2mEx70INhWeyK5+fl11sn7HXRG/WyfTS/4GsvdXIV49AqxnVhLAbwBIITEiGMBQKBYAlTrprkygbdkYUL46jfRVEzqOjWIQ/vresMsWMsz0xz2pphEs9rx3V8dK6sE/LOv2LsUmQCboVcRQjjQ0HM+QuOFIv9syV8jAUCgWAJM553bNY65xFZPBuSJGFZEHArh9ynvKYjyAPb42RKOi2BiRCM7aN5fvz0AGXdJBZwcc05/fS3Lrzd41iRrxjz9jCuE/G5GjZvgrmRZZlqtYpt2/Nu4xEI5oNt25imict1aP+GD4aoGAsEAsESZjRbwaPKRP2H94tfM0y8Cxje64v5UWWJvcmJPuOhTJnvPb6PDV0hPvDq1cQCHr7/xL7jrr2galiUdZPQIbRSgNNOIWKh54/H48E0TcbHx0XlWLBoGIbByMgIpmkSDB66jeVsiIqxQCAQLGHG8hqdYe9hVdqyJR3TAmWWc+wYy/OrF0fIlQ02dIV442ldDbHoUmSWtfjYGy9ydn8LpmXzk2cGWN7q5x3nLEOSJN59fj//74Fd/OL5If7nBSsWvM6jTb0d4lCG78CpGMfz2pFY0glJZ2cnmqaRSqXIZrMoiiIqx4IFY9s2lmU1IrH9fv+8wk7mi6gYCwQCwRJmLFuhM+w5rHPsSRQIeGQMy0af0g+8dSTHbY/toy3o4TUbOtiTKHLrI3up6BMWbSvaAuyrVYxfGMwQz2u87exlDXHjdSm86bRuXh7JM5wpH9ZajyaHmnpXR8RCHxqyLNPf3080GsXtdgtRLDgsJElCVVVCoRC9vb309/ejqotX5xUVY4FAIFii2LbNaK7CKT3hwzrP3kSRlW1B0iWdVLFKZ9jpV86WdH789ACv6G/hbWf3IkkSm3rCfPXBXdz93BDvPK8fgFVtAR7cHidTqvLQ9jhnLIvSFmwW6xu6QvREvDywfZx3n7/8sNZ7tMhVDGQJgu5D+1MY9qlky/pBe2ZfHMzyqy0jdIW9XHNuH17XwjyoTxRkWaa7u/tYL0MgmBNRMRYIBIIlSkEzKFXNw64YH0iVOKU7jCTR1ALw25dGCXgUrjqzpyHwWgJu3nrWMl4YzLK/ViXui/mRJXh0V4LxvMar1rVNu4YkSVy0to2Xh3MUtOOj/zZX1gl6VWT50CqYEZ8Lw7IpVWcOPkkUNO56dpDeqI/9yRIPbBtfjOUKBIKjgBDGAoFAsEQZyzkitl7hXQgV3WQ8r7GiLUCL39VwuRjJlnluIMMbNnWjTolD3tgdYnV7gN9sGQWcVomeqI9HdiVY1uKjOzJzNPWmnjAuRWbzYGbB6z2aHGrqXZ36MbO1UzyyM0HYq/LOc/t43SkdPLIrIQJBBILjBCGMBQKBYIkylqvgdysEPQvvehtMl7Btp+rbHvQ0KsaP7UrSEfJwau/0Ng1JkrhsQwf7kiUG0yUA+lp8vDyc46y+6KzX8qgKm3rCPHcgs+D1Hk3yFeOQ+4vh4CEfummxeTDLK1bEUBWZ81bEcCkyW4azh71egUBw5BHCWCAQCJYoY7kKXQdxpDiQLHH3c0M8uH181pCNgVSZiM9FxOeiPeQlntcoaAbPD2S4YHXrrOde1RagM+zhsd3JxraiZs4ZEHLasgiD6fJxMZyWLeuEDyHco47XpeBRZfKV6S0j20fzVAyTM5dFAVAVmY3dIV4SwlggOC4QwlggEAiWKGM5jY5Z+oufH8jw9T/uZn+yxIPb49z22L5pjhPg9Bf3x5zgjfaQh0ShygsDaRRZ4qz+6KzXliSJV65qZctQlopukqn146bnaAlY3R7EpUhsG8nN/4keI/IVfUEVY4CwV50x5GPbaJ4VrX4ik3ynN/VE2JcskRdpeQLBkkcIY4FAIFiC2LbdqBhPJV2scvdzQ5y/MsbfvXYNf33JKgZSJR7ZmZh2jsnCOBZwoxkWT+1NcUpPGI863SnBMC22jebYPprnlO4QpmXz0lCWfYkSy1p8jdaK2XApMms7gmwbzR/Gsz/y2LZNrmwsqMcYnHaKvDZd6O6JF1jV1lxVX9sZRAL2xIvT9hcIBEsLYdcmEAgES5Bc2UAzLDpmEMa/fWmUsFflTad1I0kSPVEfl67v4MHt45y9vKURcZwsVilVTfpizrBca8BNRTfZEy/y5tN7pp03W9a59ZG9jT7kzrCH5a1+HtgRp6ybnF5rk5iL9V1h7tk8jGFa0wb7lgpl3cSwbCKHGO5RJ+ydnn6XLlZJl3RWtgeatntUZ3hxf6rEGQfp0RYIBMeepfkbSyAQCE5y4gVHnLYF3U3bU8Uqm4eyXLahA9ck0Xnx2jZciswz+1KNbQdSJRQZeqKOMI74XM7b/xKsaW+uahqmxXce3Qu2zUdev47/9fp1GKbN/mSRFwczBD0KG7rCtWG+g8f6rukIoptOtXqpUu+BXnjFeHorxZ5EEVWWGhX6yfTF/Aws4ddDIBA4CGEsEAgES5B4XsPrkqc5Ujy2O0HE5+L02nBXHZci84rlLTy9L41lOcJ1IFWiO+JrCGhZlqjoJq0BzzTv3j/ujJMqVrn+opW0Bj20BT2858IVmJbNUKaCz6XQF/NT0Ewyc/QZt/hdRP2uJd06UB+cW2iPccjrakRK19mXKLKsxdd0w1JneczPcKZM1Zh5SFIgECwNhDAWCASCJUi8oNEe8jS5RpiWzQsDGc5d0YIyQyjFOStiZMs6u+IFAAbTZfomVS8LmtOeEZ7SPlDUDB7cHueyDR3EAhMV6vaQh0vWdZAt65QNk56oF0liznYKSZJY1RZgT6KwoOd+NMiVddyKhEdd2J/BsNdFQTMxrYnq+VCmzLKW6dVigP6YH8t29hEIBEsXIYwFAoFgCZLIa9Nil3eNFyhoJmdMqRbXaQ956I16eXk4h2nZjGYr9EYnwji2j+bwuRVUpVlUP7EniSrLXLi6ddo5V7T6cSsSe8aLuGSZjpBnzgE8gNUdQQ6kSjM6ZSwFcjVHitns6uaifnNRqFWeddNiLFehJzpzGEvU7yLgVhgWwlggWNIIYSwQCARLkEStYjyZFwYz9Mf8tAZnj4je2B1m62iOsVwZw7KbhPHu8SLLW/1kSxNDY4Zp8fjuJK9cFZvRpWIkW2FlW4DRXIXBdIm+Fv+8BvBWtAYwLRiax77HgsNxpICJ3uR6O8VotoJlQ2/LzKmAkiTRFfEykq0s+JoCgeDII4SxQCAQLDGqhkW6pNM+SQBbls320TybeqYn1U1mY3eYXNnghcEsLkWiLeBm+2ieZ/Yl2TaaY31nmFLVpFw1Acd3t6SbnL9yerUYHIuxV61tw7RsntybYlmLj6FMudHHPBstfhdBj7JkB/CcivHCjZlCtWCQ+hDfcKaMR5WbvmdT6Yp4Gcs5wnj7aJ7Ng5k5X0eBQHB0EcJYIBAIlhjJouNIMbliPJAuUaqabOgKHfTY7oiXsE/l+QMZ2oIebnt8H7c9to8fPTXIo7uTdEU8Tdd4biDDqrZAUyBFHd20OJAqcXZ/Cz1RL4/vSbIs5kczrIZrxmxIkkR/a4D9S1UYl/XDqhiriozfrTQqxsPZMt2R2VMKwfnejOUqaLrJnc8McMdTA/z8haEFr0EgECw+QhgLBALBEiOe15Akx3e4ztaRPLGAa1p7xVQkSWJ1W5Cd4wVGsmUG02U+eOlqrjqrh7BX5fHdSUzbIlWsUq6abB/NzZqAN5h22jFWd4Q4Z3mM7aN5Yj4XqizNa4isv2ZRNpe927EgVzEW7EhRJ+x1NdwtRrIVuiIz9xfX6Qx70U2bx/ckKesmF61pZfNgtmmATyAQHFuEMBYIBIIlRqKg0eJ3NYVj7BzLs74rPK9hseWtfvYliozlKrz9Fcvoizl9wa87pRNJksgUdZLFKttGc9g2nNIdmfE8exMFIj4XLX4Xl23ooKJbPDuQpiPkYSQzd69sf8xPvmLMae92tDEtm4JmNNohFkrdy9i2bcZz2owphZPpDDuuHn/cEWdDV4hXrmqlolvsSy5dWzuB4GRDCGOBQCBYYsTzWlOvaqlqMJytsHpKotpshH0qmbLOsqifTT1hbNtmT7zAhq4wr9vYSbKgMZwus3Ukz8q2AD739KE7cCrG/TE/kiSxvjPYqDj3RH3zcleo27stNYuyQsXAtmkkBC6UsNdFrmKQLeuzphROxqXIxPxu9iWLbOgK0xb00B50s21kacdnCwQnE0IYCwQCwRIjUajSHpoQWXviRSQJVrUFD3LUBPuTJSzbZkN3CEmSGM9rFDSTVW0BzlnRQtDr4vmBNDvG8pwyyzCfbdsMpsssq7ksyLLMhu4QLw5m6Y467gpztUh4VIW2oGfJWZTV+4JDh9Fj7Byvkq/ojOUmIrTnwuuWKWgm3bW2i3VdIfbEl67fs0BwsiGEsUAgECwhbNsmnteaoqB3xwv0RLyzVnan8siuBDG/G8O0G8d7XTK9USeV7bTeCC8O5ajoJhu6ZhbG2bJOvmI0hDHAOctjDGcr+FwyZX3uBDyA3qh3yQnjiTjow22lcJErG4zlKoS9Kn733OdTJAlNN+moiejuiJd4QRPuFALBEkEIY4FAIFhC5CpOOt3kIbu9iSKr2udXLa7oJltHnErwYKaMbdvsTRRZ0RpoxECfvzJWE7V2U9LdZAbTZSQJeib5IF+0thUb2J90hO5wdj7tFI6921IawMtVdPxupamHeyGEvS7KuslwtjxnG0Ud07KRJHDXrt0RcgbyUqXqYa1FIBAsDkIYCwQCwRIinm+2aitXTcZyGstbZ44ansrLw1mKmsFFq1vJ1/pfB1JOr3CdNZ1BbEA3Zherg+kS7UEPXtdElboz5CXmd7N1JEtrwD2vAbyeqI+CZpKrGHPue7TIlY3D7i+GCS/jgVSJjjncQupohoVLkSnWfKQ7wh4kyQkIEQgEx57DFsb5fJ7f/e533HHHHfz+978nnxdDBAKBQLBQEgUNjyoT9Diiqx6/3BebnzB+cm+agEflrP4WJAm2DufJlvWm430uBVmCTM1RYTIHkiX++0+D3PviCP4prRuSJLGmI8j2sUKtz3geFeOIU3FeSu0UuYp+2I4UQMPubSw3Pb57NkpVA79bIVnzgfaoCjG/uxH8cbR4eTjH1x/a3ei3FggEDocljP/jP/6Dnp4e3vjGN/Lud7+bN7zhDfT09PDFL35xsdYnEAgEJxX1KOi6LduBVIkWv2teYRTlqslLw1liATd9MT+dIS+bhzJIEk29wmM5DZ9LwbCspnjnl4azfPPh3YzW/I+f2e8M6E3m1N4wo9kKYY/K8DyqnD63QizgWlrC+DDDPeqEPCqmZZGv6E094bNhWjalqknAo5KYFJDSGfY0BviOBvuTRX7w5H6G0mUe2DZ+1K4rEBwPLFgYf+973+NjH/sYl1xyCT/60Y94+OGH+dGPfsSrX/1qPvrRj/L9739/MdcpEAgEJwXxvNaceJcqzbtavGu8QFFzBuYCHpXuqJed4wU6Qs0tEXvizjaXIrOr5oiQLla58+kBXrG8hXecs4z1nSFe0d/CD588QH5SVfHs5S0YNR/gTEmnVJ27RWK+9m5Hi/wihHsAyLKEIklUDZvWeVSMnaE/ia6wl0Rhoqe4I+w9qhXjF4eytAc9/NkZPTy1N0V2iflMCwTHkgUL4y996Uu8613v4t577+Ud73gHF110Ee94xzu45557uPbaa/nSl760mOsUCASCk4LJHsa2bXNgSn/wwdg2msPnVljW4uzfHfEykCpNO35Pokhfq5+Q18XucUcY/+KFYSI+F392eg9DmQqqIvE/L+jH61L4zZbRxrEr2wL4XQojtWrx8Dz7jIfmsd/RIlvWD9uRoo4sSxiWRXQeQjtTG7DrjfqaKsatATfpUvWoDSjuGM2zoSvE2f1RZElq3BwJBILDEMbbtm3juuuum/Gx6667jq1bty54UQKBQHAyopsWmbLeqBgnClXKuklfy9zC2LZtdozl8apKI4GtPeghVaw2hYWUqyZDmTKr24P43Ar7kyX2xAtsG83zZ2f0oCoyg+ky3REfAY+LN5zaxXMDGVJFR9R5VIXeFh/7kkWCHmVeQ2O9UR/Zsk5BO/YDeJphohnWolSMAWyc4I6648fBSJeqqLJET9RHclLFuCXgRjfto/L6pIpV4oUqaztDqIpMb4uPAymRvCcQ1FmwMPb5fKRSqRkfS6VS+Hy+GR8TCAQCwcwkC1Vsm8Yg10C6VBNSc1uBjWQrFCoGkjQRNCFJYNngVid+1e9NFLFtWNcZRJbAsGx+/vwQy1p8rOlwLOGGM2V6azZtp/VGCHtdPL47CTiDaxG/i72JIp3hmT2KU8Uqv31plB8/fYDHdiUaQn9kCbRT5MqO+FwsYWyaNq55iGKATEkn6nfRHvKQKGiNCnHM7/Qnp4tHvqVhd7yAS5FYUXM5WR7zsy9ROuLXFQiOFxYsjF/1qldx0003MTw83LR9dHSUm2++mUsuueSwFycQCAQnE/G8hiRBa22Q60CyRE/UNy+/3d3xApIs4VJkOmsV40RBw+uSqZpWY78DqRLtIQ89UR+mBR5F4vmBLK9a24YkSdi2zWi20khmU2SJ81fFeGZfiod2jPN/f72N4XSZ/ckyL49kG64ZdbYMZfnKfTt5fiBDqWry25dGue3RfbgU6agOmM1G3YVhsVopdMtCmp8uJl3SifrdtAY96KbdEOkRnwtZ4qh4GY9kK3SGvY2fqf5WP+N5bV694gLBycCCfzN87nOf48ILL2TNmjW89rWvpbu7m5GREe6//35cLhc//elPF3OdAoFAcMKTKGi0+F24aqJlIFViZXtgXsfuHi/Q4neRKuqNVLWhdIWeqK9JkNZ7jutVyrJhUtZNTul2EvCSxSqaYTUFe5zd38IPHt/PHU8NcM05faxuD3DdrU+xN15iNKuhm443795EkR8/PcCZfVGuOtNpy0gXq3z38X3sjRcZSB37ymSurCNLNOzwDgfbttF0E7v2uTSHQs6UqsQC7oaDRbygEfG7kGWJqN9FunjkhfF4rtJotQFY3ur8fA2my6zrDB3x6wsES50FV4w3bdrE008/zVVXXcXTTz/Nd77zHZ5++mmuvvpqnnrqKU455ZTFXKdAIBCc8DhR0I6orRoWo7nKvPqLTctmX7JEwK0SC7jwqI4DxWC6xMq2AKM1v2HLshnKlOlr8RHxu7Btm0S+ileVkWuibjRbqbVjTIinim6SLjm9ypdt6KAv5qcr4qU74tiMPbwjjmaY3PnMAGs7g7z1rN5GRbIl4OaGi1bidsk8tDO+qK/XQshVDEJe15widj6Uqia2DYosoxnWnPunS1Va/G6CHhWPKje8jAFa/O5GH/eRZCxXafreBj0qQY/C+BKo5gsES4HDumVet24dd9xxx2KtRSAQCE5q4oWJhLvRbAXLht6Wuec1hjNlNMNCkaVGNbCim8QLVc7uj7J5MItl2YzlK2iGRV/Mj2U5Imk8r9EX8zOcLbOsxc9wpkxb0NPUl/zrF0dY0x5EwhHsblWmP+YnU6rSGfbwy83DFKsGmm7x1rN6pw2iRXwu3rCpi2/+cQ/bR3Os7wov3ot2iOQrOmHf4rRRJAtVXKqMIknkynqTJd5UbNsmW3b6syVJqvUZTwjhWODIC+OCZlDQTLoizdZy7SEP8cLScQ0RCI4lIhJaIBAIlgC2bTdZtQ1ny3hUmdbA3MER+5Ml/G6FombQURPG9aG4U7rDGJZNoqAxkCrjViSw4ct/2MGBVIlcRWd/osgz+9KA04PaE5moKO6JF9g+VuBd5/ejWzZ7Eo6117rOIGM5jdOXRRjOlPnlCyO8bmMHoVmCM85f2UrE5+Lu54aPmi3ZTGQXKdwDIFF0glLcqjxn5HWxamJaNK7tCOFJFeOjIIzrXskd4eZhzvaQpxFFLhCc7BzSbfPNN9/M+973Pnp6erj55psPuq8kSfzzP//zYS1OIBAIThbymoFmWLTVHByGM2V6ot55veW/P1VkWYuPXeOFRsV4OFPB65JJl6oMpEs8sz9FqWrREfJy+1P7iQXc9Mf8tPhdFDSTu58f4rUbOxjOlrlgVWvj3I/sSrCi1c+Z/S38cWeC7aN5NnSFObU3wp3PDBLyqFRNm2RB45wVLbOusSPsadi8vTSc49TeyGG+YgsjXzGa+qcPh2ShSkfIQ6pUnTNaOT9l6C8WcLNtZCJVMOpzka1FdC9Gm8dMjOUq+FwKoSn91R0hLy8P547INQWC441DEsY33XRTI/b5pptuOui+QhgLBALB/EnUKnb1HuORbGVewR5OCEiJ9Z0hLBu6atXeA8ki+xJFfvvSGLphccdTA8T8blqDblRF5k2ndfPIzgRBr4tXre3gjqf284sXhsmVJ4RjsqCxbTTPu87rB2BdZ4gtQ1kA1naEcCkyqXKVfEVnWYufA6kSazpmHuDyuhR6oz4KmsFDO+Js6gkfMQF4MHJlnQ1dizNklixotIU8GJZNfo6Kcf3x0KSKcT3UQ5Ikwj4Xlu20O8xWdT9cEoVqU9x4nfaQh4JmUqoa+N2L02YiEByvHFIrhWVZnHfeeY3PD/ZhmuYRWbBAIBCciMTzGh5VJuxVMS3HMm0+/sXZsk6ubOBWZWTJSVGzbZvfbx1DkWX+7rVrufqsXvpjfl4YyrBzvMDlp3QylCkTqFUOl7f6aQm4eWxXgrJuNqzant6XIux1NRwr1nUGSRarJAoabUE3EZ/K7rEisiRxSneIJ/bM7G1fpzPspSPkYTBd5sAxcKiwbZtcRV80D+NksUprwEPI6yJXnrtirMoSXldtKNHvRjMsilXnb2W9xWKulozDwXHFmP7c6+07op1CIBA9xgKBQLAkiBe0RjVvPF/BsOx5veW/P1lClsC2ncqfqshsGc4ykC7zP87upT3koT3oafT15isGZy6LsnMsz5qOILpp0xp00+J3UzVtsqUqIa8Ly7J5biDjxAbXhun6Y35cisTeRBFJkuiN+tifLNIa8LCiLcj20TwVffaiSGfYg2nZLGvx8cSe5OK8cIfA1D7fyQykSvzkmQF2jednOHI69Z7w1qCbsE+dRyuFQcirIkkSj+xMsHMsj2nZpGoDePWBwLkE9uGQLDiuGFOJ+l24FKkpplogOFlZsDBWFIWnnnpqxsf+9Kc/oSizT+cKBAKBoJnE5MG7TBlVlugIzV0x3p9yQkBSxSpdYS+2bfPfzwwS9bs4v9Yr3F6r0roVibagm+cHM+yOFzm116kESxJ4VBmvKlOsmmiGyZ5EkVzZ4My+aONaquK4UeyNOxHCbUEP2YrBynY/QbeKjc1LB+lV7Qx7iRc0zu6LsmUoR7l6dN9ZnNrnWydX0fnmH/ewbTTPj58e4PmBNHvihYOey3mdLNqC7lrFeO5WipDXxfbRPPe+OMLju5PsSxRI1gbwPKqCR5WPmDC2bZt0qdoIj5mMJElE/e6jkrwnECx1FiyMDzZVbFnWMekdEwgEguOVeEGjLeSIluFMha6IF2UeUcMDqRJ9MX/Dn3b7WJ6BdJk1bUFa/E5ltD3kYTRXIeRxc+n6du7dPIxmmJzVF0WSnJjk7qiPctXA55LZPJhl82CG3qh3moPByrYAexLFxt8A27bpCHhIFjXWdYbYPJiZda2dYS+mBb0xH5IEzw/Mvu+RYLY46Md2JfC6ZD78urUUNJP/73fb+d7j+xnPzW5hVvcgbg14iPhcDdE9G/mKQcCj8IsXhjh9WYS3n7OMYtVkf6rY2Cficx2xVoq8ZqCb9owVY8AJhzkKyXsCwVLnsFopZhO/f/rTn4hEjs3EsUAgEBxv6KZFuqTTHnRE6Ei2PK/+Ys0wGc6U6Q57SZd0OsNeHt2VJOBRWNMZbPyObg26SRerLG/18+p1HexNlJCQ6Ah7CXnVWrXZQ7xQZWN3mBcGMmwbzbOpZ/rv8ZVtAbJlnWTBcWLwuxU002IkW2FTT4Q98eKs7RROqwhkSjqbesK8cBARfSTIVXQ8qoxnkkezblo8sSfFhavbCHldlKoGlu1U1n+5eWTWcyUKVVRZIuJzEfI6rRQHKxgVNB3LskkVdV61to1TeyJE/S6e2Zdp7BP2zd2rvFDqqXqtAc+Mj7f43WSEMBYIDs2V4pZbbuGWW24BHFF89dVX4/E0/yMrl8uMj4/z9re/ffFWKRAIBCcwqWIV24a2kDM4N5ypcPqy6JzHDaXLWDaNYAmPS2bXeIGw18WyScEgQ+kyummzvDXAshYftm1j47ghxPyOO0LAo1KqmrxieQv3bh7Bpcisn8G9oS/mR5bg8T1JbBtagx4yJR0kif6YH9O22TVemNGOzaXItAXcjOc0TuuN8v0n9pMtOaEXR4NsSSdc6/Otsz9ZRDMszuyLUtQMTMsm7FXZ0B3moe3xRqDJVJIFjVjAjSxLhL0uTMtJwgvMEjWdrxjIEoS8Kr1RH5Iksb4zxPaxiZ7msHfuXuWFkiw6Qj7knXl9LQF301oEgpOVQxLGHR0dbNq0CYB9+/axatUqotFo0z4ej4fTTjuNv//7v1+0RQoEAsGJTDyvIUlOz26yWEUzLHoicw/eDaTLhLwqpaqBW5HYnyjic8k1Z4mJ4x/eGcetysQCLmzbEaj5slPBbPE71eSQ148NrGwNkCnpRP3uhjvFZFyKTHfEy5/2p+iKeClVDcedIeihoBn0x/xsHZndp9hJWdN49fp2PKozKHjRmrYFv3aHQrY83ZFi51iB9qCbloCbzYMZwl4VlyJjWjaGZbMvWWRd5/QbhGSxSlutX7fes5yr6AcVxlXT4uz+loYwX9sZ4vE9KTKlKlG/m7DPxXDmyCTQpYtVWvyuaamEdVr8jo+yadnzauERCE5UDkkYX3vttVx77bUAXHbZZXzta19jw4YNR2RhAoFAcLIQL2hEfS5cisxotoIkQWdk5re8JzOcKdMb9TGedxwtXhjM0t/qZ/tooUnUPnsgQ0fNq3Y4W6555trsT5VoCbgZzJTpClv4XArZio4sgUuRZm2X6436eHhngr961Sps2xHey1p8jGTLrO8K8diuxKxBFe0hDzvGCrgUmY3dji/y0RLGuYpOZKowHi+wpiZ8d8cL9MUChH0qY7kKHSEPu8cLMwvjgsbKtiAw0bOcKxt0z3A/oBkmpapJoaKzrjPY2L6hK4RhWuwYy3PeylbCXtcRqxinSzqRWfqLwWmlsG3n5iE2j7RFgeBEZcE9xg888IAQxQKBQLAIxGvCFpx0spjfjUed29lnMF2iN+pjLFfB71YZzzv+wi5FagSFJAoaw5kKazuDJAoa+xIlYn4Xy6I+to/maPG7yJSqxAsaXREPu+NFbCR008KyZu6Z9bkVUsUq67pCrO8Kka8YBL0qI5kKa9qDFDST8Vk8cdtDHhIFDcuy2dQTYX+qRPYIWpRNJltuFsYFzWAkW2FthyNW98SLrGoP0BP1MZypsLojyO4Z3Cls2yZRmKgY1/uWZxvAK9bCM1RFZlnLRGhLZ9hLwKPyYi00Jexz2ll001q051wnU6oSncG/WTct7ts6hktx5EBa9BkLTnIOO+Imm82yY8cOyuXytMcuueSSwz29QCAQnPDE81oj5W40V6EzPHe1uFw1SRV1elt8PLk3SdTnJuhRsGxHcNXfMt82kqdqmJzRG2X7eIHtozlWtAWI+t1sG83zZ2eE0E2bgXSZZVE/Lw3laA26UGSZwXSZ/tbp6XulqokiSygSnNoTxgZ0w2I0V6E36sOjyuyOF+gMT2/FaA960U2bTFlnfVcItyLz0nCWC1cf+apxptQsjAfTTsjI8lY/ummRLFbpjfpwKXKtcuri6b2OiJ/cglC3amut3XxIktQYwJuJomZQqpp0hT0NpxBw0u9CXpXdNfu7RshHWW+ce7HIlXVWtAaattm2zY+fHuCl4RymZeNSJDGAJzjpWbAwNgyDG2+8ke9973uzptyJ9DuBQCA4OE71UePs/hYAxnIap/aE5zxuKOMUIyI+FwXNxLQ1NnVHGM9pTYL0xaEsHlVhQ3eYbWN5to3mufLMHrrCXh7bnUSVpEbS3iuWt/D7l0e5/JROhrMVdsXzMwrjeL5CLOBmKOMc43MpZMtGI8VtVXuAPfHijGK3XhmP553htQ1dTjvFkRbGFd0Rs5MH/QZTZWIBF363ynCmjG1DR8iD112r1ttgWDbJYrWxbpiwamub5AkcPoiXcVk3KWoGfS0tTe0lXpdCLOBmLFtBM8yJloyKsajC2LadG5HolCHHoUyZl4ZzrGoL8OyBDBGfS3gZC056FtxK8aUvfYlf/vKXfPvb38a2bf7rv/6Lb3zjG5xzzjmsXbuWX//614u5ToFAIDghKWgGFd2iPeRxqpYFbcZK61SGMmXC3om33nNlgw3dIUaylUZ/sWaYbB3JEfG5nH5WyyJTqrKiNcDy1gCq7KSdaYZJRTdZ0x5kPK/R3+pnTXuQXePT2wgqusmBVJl1nSEG0yUUWaI74iVbrqKbjshf1RZkT7w4o32Zz60Q8qqN+OGN3WH2J0tHPOyjboM2uWI8lCk3WhvGchUnUjvoIeRRCXoUqrWWhrEpfsaJgtawaqtzsPS7omZQ1k36ZrjJWNbio2JYjGYrhDwqsrT46Xdl3UQ37WnC+ECqhEeVuerMHrK1YUzhZSw42VmwMP7+97/Ppz71qcYw3vnnn8/73vc+nnzySZYvX84DDzywaIsUCASCE5W6QGwPeYjnNSwbumZwg5jKULpMb4vTX6wZJh5VpiPkdd6yrx2/L1EiX9HpjnqI+F3IkoRuOlHTblWmL+Zjb7KEIkkYlk3Yr2JaEPK4WNUeYCBVxpjS77prvIANnL4swmDaqVovb/WTLFSRJRjJVljdEaCsm4xkZ3ZYaA96iBecx9Z2BrFr5z2S1EVrXczatt3o0QZq/dkeFNkZOuyO+Ejkq8QCLsbzU4VxlVjA3VT9jfhcjm3dDBQqBrphNa41md6oj4pu8PDOBJIEwSNg2VZf11RHjsF0mWUtPjrCXlr8LqqmJVopBCc9CxbGe/bs4YwzzkCWnVNUKhO/OG688UZuv/32w1+dQCAQnOAkClU8qkzY6zghKDK0zsMVYChToifiCGNs6I/5SdVCHOoV453jeRRZYmWbE/ZhWeB1yQ07rpVtQfYmCkg4A2TporMWw3I8jw3LbrRs1Nk5nqc36mN1e5CxXIWqYbG6PUiq5NiBjWTLdIW9+N3KjINr4NwEjOecGwK/W6U/5j/iHrrZso5LkfDVPJ9zZYOCZjb8nsfzGh2Ters7w17G806a4FiueZAwNcmqrU7E555VGDvfV2nGG57WoIds2eCezSP85JnBg7ZkLJTsDNVygMFaaiI4N2OGZZOe5TkIBCcLCxbGgUCAarXqGMTHYuzfv7/xmM/nI5lMLsoCBQKB4EQmXnOSkCSJsVyFtqAHVTn4r+ZS1WgM3o1mK5R1k9XtQUZzFcI+Fb/bGR/ZPV7ErcoTrRWmhTypyrmyLUCqqFPSTVRZYl+yxLIWx/6ttTYYti9Zauxv2zY7xgqs7wzRF/Nj2TQs2kzLGUIbyVaQJIlV7QF2z1IFrlfH66zvCrFjLH/Q5LjDpT54V6/yDmcdwV/3ex7PVegMTQjXtqCbRKFKe9DD6JTKdyKvTesBjvpdlHUTzZjeEjKWr6Aq8oypcwG3SlFzorifG8jgVeUjUjH2uZQmp5Ny1SReqNJXayXpCHmo6GbDy1ggOFlZsDDesGEDe/fuBeDCCy/ki1/8IoODg4yPj/OFL3yB9evXL9oiBQKB4EQlUZiwahvNVuiaR3/xcK2K2xP1sj9ZwrZhdUeQ0awTDw2OeB7JOgNlXRGfM3ymm9gSDRu2/lqKXaakIzFhVzaec8Tt8lY/+5PFxnXjBY1MSWdtZ5AWvwu/W2EwXWZDVxhZql/TEZGr2oLsS5ZmtHxrD3koVp2BNID1nY7l29Tq9GIy1cN4LFch4nPhcyu1qOYqbZMG7FqDbjTDakRm10W7bTvDeFOr+vX+3ewMFddEvkrIo86YoBfPayiSREvADdhUDGvR7euy5eq0/uKR2o1Bb61i3hH2Uq6aWJZ91OzzBIKlyIKF8TXXXMOOHTsA+MxnPsO2bdtYvnw53d3dPPbYY/zrv/7roi1SIBAITlTitd5WgLG8Ruc8+osH087gnWU5wjrsc9HX4mMkW6GrVgHdnyxR1p2I4u6Il+FMGY+q4HepDeHjVmXaa4l1haozgHdKT7jhQbw8FqgJb0cU7o0X8aiOF6/Th+tlNFvB53bcFfJlg3zFoKAZrGjzo9Us3KbSEZrwWAan9SPsVdk+euTaKbKl5tS78ZxGV611IlvWsWyITQrAaFR3a/3XuYoj4gua0WTVVqcuumcSlclitSZ8p5MqakR8KrphE/W5KWrGog/fTfVvdq5bxaVIjdS+zrAXVZHRdFN4GQtOahZs1/bBD36w8flZZ53Fyy+/zN13340kSVx++eWiYiwQCARzYJgWqZJjBVbRTTIlvent/NkYrTlPjOYq5CoG56+KAY7Ivmx9ffCuWAueUGgLetg2mqc16Kaim01CLeRT0U2LqmHiVmTWd4Z4fHeKUtWgt8VHqeqsqyXgZm+iSH/M3+hR7oo4FWtwKo/pcpW2oJfRbJlVbUE8qsxAqkTPlKGziM+FW5EYz2ssbw0gSRLrOkNsG83z2o2di/b6TiZbNuietI7R3ESwR10IRgMT4jHic6HKEpbp3BSkilUiPhfJgrPv1B5jp1VBJjODqM2UqqzpCE7bDk5UdNTvRjNMon4XB1IlZEmaNTlwIWTLOh1Tfq5SxSot/okBwvagB5ciUa7aYgBPcFKz4IrxVPr6+vjbv/1bPvShD7F+/fpGm4VAIBAIZsZ5i755GG0+jhQj2QrdUSeCWTNM1nc5VV7Lnhi825Mo4nerdIQcp4XBdIlVbQG8LqXhwwvO0J1hWpQ0g/awh66wIx7Hcho9US+S5Nia2bbNnkSRle0TIRFdYS9juQqWZbM85iee1wh5VYYzFWRZYlmLj/2pElORJCeZb2qf8VCmTKm6uINndSZXTU3LJj6pOp8u6aiyRMgzUSuSZYlYwE3ZcPqv6+I5WdRwKdK0CqwkSYR9rhlbKbJlvfGuwGSsmkdyXbD73QqZsk7VtCgton1dpqQ3+TeD87M3OfrZrcrEAm4UWSIlvIwFJzGLJozrDAwM8Nd//dciLlogEAjmoN6y0BrwMJqr4FHlpmS0mdBNy4lvDnvZOVbAJUusbg8wkq2gyo7g1AyT4UwZWZIa4m8gVaYv5qc14G64V4Aj6AIelXTZIOp3EfapeFSZsVwFj6rQHvQwmC6TKFTJVwxWtU0SxhEnxS5ZrLKuM0RBMwl51MawWl/Mz+AMwhimD+CtqgnuPfHijPsfDpphUtbNhphNFjQMy274RWdqjhpTK7StQXetsuoiVasUz2TVVifoURjNNfdJl6vOtTtm6B1PFqsYlk1P1ItLcdxAXLJM1TDJVxbnBsG2bXIVfVocdLr2LsBkoj43ioyoGAtOag5ZGD/yyCPccMMNvOlNb+If/uEfOHDgAADpdJq/+7u/Y926dXzrW9/i6quvXuy1CgQCwQlFvKAR9btwqzKjuQrtIc+cb5+P5SrYtcrwzvECYZ+LnojjTtEZ9iDLEgOpEpYNpmXVwjd0smWdvpiPWNBNcpIwLlaMxgCaV1WQJKlmUeaI294WH0OZMnsTRVyK1OTF2xFyKsqj2Qqn9ISxbUe41x0f+mN+4oXqjFXgjnCzMPa7VXqjvlkt3g6Huv1ZXRiP5zUkyWkfAEckRv3Te4BbAx5HGAfcjeCLZKE6YypdRTd5Zl+anz8/zNaRXGP7WK6MadHoZ55M/TXua/Ejy04Qh0uRqOgW+UVypshrBqY13aotVdRmHSCczXZOIDgZOCRh/Pvf/57XvOY1fPe73+U3v/kNt9xyCxdddBHPPfccZ5xxBv/1X//FBRdcwJNPPsmPf/zjI7VmgUAgOCFITBq8G8/Nz5FitFYZbvG7nfaI9iCyLDn+wbXBu32JUi25zaY74mWoFsTRG3UqxvuTRX7/8hhP7U0ykqsQ8riQJBpWbh2TqrnLWnwMpcvsjRfoj/mbrOTcqkxbwM1Itkxfix+vSyZf0YnnNQzTanjkDqSmu020B72kSlX0SQEiqw9i8XY4TPXxjRc0oj5XwyUiXazSEpheqW/xu0jXWg7Sxbow1mibYZDuly8MI0kQ8Kj85JnBRjDKaE5DghnTDON5jRa/i86wF8uqW8o5Pd+LZdlWb+2YLPw1w6SgmbT4pwpjN6YFmbKoGAtOXg5JGP/f//t/6e7u5qGHHqJYLPLiiy/S39/PZZddRiKR4Ac/+AH3338/55577pFar0AgEJwwxAsaHSEPtm07Vm3z6C8ezTn7pUtVJwa6KzRxfE187U0UGyKwM+xlIF2iPejG51Y4kCrz0I44f9qf4qfPDvGn/WlURcKjyg0B2RbyEK/1IS+L+inrBi+N5BrtDpPpqoWMyLJEZ8hLpuQ4PIznNYIelbagu8nyrU57yINt0xhmA1jTESReqM7Yp3s4ZMtVVFnC73Z8fKdWfTPl6owV44jfRbHqtIekStUJq7YpFWPNMNkylOXC1W10hr2UdYNtNYeNsVwFlypPS50DGM9X6Ah5iAXcWLZjk1ZfR26RWinq39O6+wRAutZDHJuhYmxaNtmSPqPNnkBwMnBIwvjZZ5/lpptu4lWvehU+n49Nmzbx1a9+lVwux2c/+1ne9a53Hal1CgQCwQmFbTsDYO0hxy6tWDXpnOHt9qmMZBwBvCteoGpanNobIV87vivixbRsBtIlvC6FoEch5HUxnCnTE/Xx/ECGFwYz9Eb9fPDS1fyPVyzDMJ1oZEWWSNXEcHvQQ65sUNGdc1YNi9FshZVt050VuiKehnfxspiPRNERoXWf3L4WPwPp6RXj1qAbSaKpnaI/FkCVJXbFF9e2LVc2msI96qEq4AzAZUr6tOopTFRZXapMrmyQLlVrVm3N+24fzaNbNmf2RZElZ+jwuQNpwHknwKPK+NzKtPPX+3xjATdu1ektdqsyNixaj3GmpBPyqk2V/vog4dQqedTnvHOgmRZ57cgMQQoES51DEsbZbHbaUN3GjRsBeOUrX7l4qxIIBIITnIJmUNEt2oKeRuTwTG+3T8a27UbF+OXhHF5VZmVboDHsVrdw000bGxqtFSPZCrGAm1++MMzFa1prFWedqmGxoTtIvmIgSTCcrWDbdiNwJFHQcKsyLkWmok/EJ0+mK+wjXdKp6Car2gO1iqq7IZb7Yn6n53lKBdKlyMT8buKFCZ9jtyqzvNXP7vHFHcCb6uObKGiN/uK8ZmDZ03twgcYgZD2Q70CtJaRtSoLdi0NZVrUFGrZ0K1uD7BgrYJhWI/Lb75oujDO13uZYwI1HVdB0C1WWMS170XqMZ/IwzpX1hpXfZCJ+F25FpmpYYgBPcNJySMLYtm0UpfkfUv1rj2fuSodAIBAIHOqV0vaQh7FchYBbIeg5uLV8rmxQqpqNwbvOiBevS2E060RBBzwqA6kSHlWmrBl0R7zkKzr5isHeRBFVlrjqjF5UWSJZrDKWq9Aa8NIdcrG2/CKnxO+l/PJviKkasuQ4MADIEiiyhGtKVLVt27QG3di2zViuwvrOEJpu4ZIlRjKO4O1vdYI+4pMs4upMtqmrs7o9yK54YVHjodOlasOurFR1XsN6yl1dgIa80197n0vBrUgNUT+QKuFWJMK+iX1t22ZvvMj6rlBjeC3sUzEs5yYmWawS8KjTYr6tmviN+Fx4XQohr4osS0gS6Ia1aCEfmXJ1mjDOV4ym1oo6kVrftW5aYgBPcNJyyAEfd9xxB4888kjja8uykCSJ22+/nQcffLCxXZIk/uEf/mFRFikQCAQnGvG8hkeVCXvVmqOEd05HinqKXFfEy0CqxCndYWf7pP5iJ1DDy0CqzMXrvIxkK+imxd5EkSvP7MHvUWkJuEkWqozlNNanH+SDqVtoqY5AGfgJ4Arwhu73kMx+CPqiTgXaphE6Yds2T+1Ncf+2cXIVna0jOR7fneQ1GzpQZYli1SRZ1LFtm86QB1WWGMqUp1XE24Ie9iaah+3WdAT53ctjxPPajBZnCyFd0ulrcQYBE/l6QEddGDstAzMJY0mSiPjdVE3L8XNOl2gLNjuHJItVilWT/pgflyITcCvIktOzvT9ZJF2sEvFNP3e+0lypjtW+J6ZloypyY52HS7as018bgmxcW9MJeadXyD2qc3NWqhozBpUIBCcDhyyMb7nllhm3f+lLX2r6WghjgUAgmJ14QWvYs43lKyxr8c95zHC27Agp2xHWG84OAU6rxPoup/93IF2mN+plr1WiK+xlx1ieXEVneczPuSuchLzWgJtkQWPjtv/i0tFvT7+QXuRVB77KoLaVyurb0QwLr0txemL9Ln714iiP7k5w4epWVrQG+H8P7OIXLwyzPOYn6FUbEcu5skHE76Kr5oxxdn9L02XaQx6e3pdqSnnrjfrwqDK7xguLIoxt20lyq/fTJooaqiw1fH3zFWPGtoI6UZ+LXMVo+DOvr92M1DmQKqHINNooon5XzRrPaQnRDGvG/uX6UFx0kjCWJJuKbuJSZFIlbVHS77IlnWhv8/XzFWPGGwFwhHqyWBWtFIKTlkMSxiLNTiAQCBaH+uCdbduM5zTOWR6b85ixbIWusIcXh7NYNpzWG8UwLcbzFV69vp1y1SSe11jZ6keWHNu1B7aPU6gYnLsi1miFaA268T/7/5tZFE9i2dgD5H/6Qbzuf8SlyIxmK+xNFHhkV4Jrzu3jzL4oAK/b2METe1Lc8+IIYa/qVEn9bkfI+130RL0MZ2awbAt50AyrIaDBSZxb3R5gd7zAhWvaDvFVnU5BM9BNuzFIl8hrxAJu5Fqsdb6iz9hWUCfqd5EqVgn7XGxJlbhwTbPIHEiV6I74Gq9txOciU6vSPrwzjmFZ04I0wGlxkCQabhWOMwUUq46XcalqNW5IFopRG6KL+qe3Uqxone4wAk7lXJWlhj2dQHCycUjCePny5UdqHQKBQHBSEc9rrGgLkC7paIY1P0eKWpDGS0NZ3KrEmvYA44WJKOjB9ETKXHvIg6rIvDiURZWlRrUYYHnxRTbt+3Lja0v1krrks/zZH5dxQ/84f538AmQHAAjtvJvXrFjP5q63sSue59n9GV61tq0higE6wz4iPpXeFj/bRvPkasJwNFthY3eY3qifFwayWJbdEKRAwxkiXtCaIotXdwT53Utj0/ZfCPVe2XrVNl7QGv3FALnKzG0FdaJ+F3viRTpCTthHe6j5+zSQKrF8ksiM+N0MpcucsSzKaLaCbtjTgjTAqRiHPCpK7fm1BtyN3uKwTyWer5Kr6IcljHMVA3uGwULnOc/85z/kdYGEaKUQnLQseiS0QCAQCA5O1bDIlHXag55G+tlcjhT1KOjuiJfd8SJdYS+KIjdFQQ+kS4238rvCXjTDZPd4gbWdwYmqZbXE+sc/iowTQGGiYF/zQ0IX3kDA7+U3hdVww68wfa2Na7924D9Z6cny4LY4AY/C60/pbFpbR9hDsWpx+cZOvKpMolAl4FEaCXg9US+aYZEoNg/aBT0qXpfcZNkGsKY9iGZYDM5g83aopEtOZXYiDrpK+yS7tYO1FQCEvS5yFR1JgophNXqTwRmgG8tpjTYKqIWClKp0hD1UTQvDsgjOILyzZb3J27gl4EZRZDTDIuR2UTWsw7Zsq7dDTL7psCybwkGec8irYtvODcViDkAKBMcLQhgLBALBUSZZ1LBtp9VhNFch6nfNWRmsR0F3hZ3Bu/5Wpyd5NOuERCiyxEDKSaAbqVm67U+UyJR0LprckvDYf+LO7W98+eSqD6GsfS0eVWFZ1E+ioBFXOqle+Y3GPi6zxHk7vsSOsTxXbOqa5rDQUaui6pbNxWvbyFZ0LIuGjVxX2Iss0UjgqyNJEu0hD4kpjhXtIQ9hr8ruxOGn4KVLjvODIjtDg4mC1iRu8xVjxvCNOmGfC920nY8pwjhR1DAsu6naHwu4yVcMAm4F07KxbPsgVm0T14353XhUGU23cLtkpw3icIVxWUeRITTJ7aRYdYb+ZquSh7wuLMtGMywqujXjPgLBiYwQxgKBQHCUiecdO7RYwM1YtkJnaO42itFsBZciEfKoxAsaq9udYbuRWmKebdsMpEp0hNzkygbdER9P7k0iy/DKlbXqb24EHv1y45y73BsZO/UvG1+v7QxQNSxeGs7i3fA6note3nhs+civWW7uZ0NXaNraIj4XHtWp/F5xSheKJLEnUSRZrKIZJqoi0xX2MpypTDu2LeiZVjGWJInV7cFFiYdOF6sNP+Jc2ek3nixuD9ZWABNuFcWqjo2N1zXxZ3M8pyFJ0BGaqPa31jyOs2UDlyKjmzZ+z3RhnKvohCeJ04jP5VjD2TaS5LwGh+tlXPcwnjzAVxfbs/VVh7wqVs2BRERDC05GhDAWCASCo0y8NgCmKjJjOW3eUdCdYS97U0Wqhs3GrrpVW5nuiI9MSadYdZLTwLF0e34gQ3+LH3+9Yvjol0Gf6EO+Nfh+elsmhG5/LIAsSbw0nEOSJH7b8zdUmWg7uEH/ccPbeDL1yu94vsLytgAtfhc7x/NOq0HWEb09Ud+sA3hTK8YAq9oDHEiV0M3Dq1qmSxNxz3Uv5XqP8URbwewV4/pj+bKBR1UoTEqEG81WaK2l1tWpu18ka+4Xumnhd08XoYWKQXCSOJVlidagB7cqYVo2Nja58uFVjLMlnahvuiPF5Oc1lZBXrXkZ243oaIHgZEIIY4FAIDjK1B0pTMsmXqjM2V8ME1HQLw/nUWWJtR1B8hWdgmbSFfEwlCkjSU5Km9+t4FEldseLbOqNOCcojMOfbmuc72HXRexQ19MTnbj2yrYAkiyxYzRP1bDIqq08FHpL4/GzSw+TGtwx4/qcoBINRZZY0xEiU9KpGmYjGron6mMoU57Wt9oe9JAp69ME8Or2ILrpVMEPh3RJJ1YXxnkNr8vxGoaJtoKDuVI4vsSQrRh4XTK5Se0N9ZuVyXhUJ6wjVaxi2TamZeOfEgdt2zYFbXrIRovfjSzJGDXf6NxhVowzk4JN6uQrOi5Faqp8TybkddpOFBlRMRaclAhhLBAIBEeZeN6JJE4UNEzr0KKgd47lCftUIn5XY3CvK+JUY9uCHhKFKl1hL7vGixQ1g7P6o85JnvomGBOtDHf4rgXJbgSDgCOM3YpMplzlQKpIRbf4XfTPMXGEnYyN97lbZ1xjZ9jbaInY2B0CCfKa2YiGXtbiQzMsklNswBzLOqZVjVsCbmIBF7sOo51iqodxsqg1BXTMVT0Fpxoe8rrIlR2HiOykRLjxGYQxOC0y8byGadkYlo1nSk+2Zljopk3Q03zd1qAbG6e/V5Ik0ofpJZwp6w2f5Dr1YcPZ/JHr6YtTn6tAcLJwSHZt3/ve9w7p5H/xF39xSPsLBALBiY5t28QLGhesbmUsV0GWmGYBNpXJUdD7UyWWtfiRJInhTIWQVyXoURnOOMEeo7kK/TE/z+xP4XMrrOkIgV6BZ77TOF+85zWM6CvxKnLTIF1n2IvPpWDb8NJwjrJuMlwO8Uf1Qi4zHgage89/s2vwf7NmWUfTGjtCHrJlnYpusrYjiEuRSRS0hrNEV2RiAG9yj68TbOHcLHRHfE3nXNUWZE+iuLAXmpk9jNunDN7BzKl3k/G7nUpxW9DdqOIapiPyO2b43sUCboYzZRRZQpYkqlOq4fV2jMCU3uMWvxvDtCjrJi4ZkvnpLSaHgjPg19xKkavoBD0q920d46l9Kd5/yWpik+zk3KqMR5VRZKfaLhCcbBySML7++uvnva8kSUIYCwQCwRQyJR3dtGkPedg+mqc16GmEQ8xGPQq6Pqx32YaOxvbu2uDdUKbMxWvaeGk4x3krWrh/2xgxv9sRbi/+GEqJxvk2916La1BuODXUq4eqIjvhF5LE5sEsWtVkIFXi3uCVXJZzhHHALvLc776P5+oP0Dcpargu7uN5je6oj4BbwTBtdozlsW0blyLTEXKCPs6Y5IHsUmRa/K4Z+4xXdwR59kCaim4uyM+33iNb9zBOFKqcvXxizfmKXku9O/jrL0kSVcNqiH9wRKNl0+SJXKc14GbzQAZFcoSxZkwRxrNUqmMBN6YFlm0jS9JhCdOKbqIZ1ozhHtmyzv3bxvG5FB7aMc5bz1rWtE/Yq1I1rcOuWAsExyMi+U4gEAiOIvUBsPaQhz/uiM8r2KMeBZ0t65SqJms7HUeK0WyFtR1BchWDgmbid6vopo1bVYjnq6zrdCq3PH/7xMnaN7DZdToS6cYw2WSBVreQ2zGaZ/d4jopukYqeSVxfSXvZ+RvwytxvuevZP+NDl61pVJxjfjeqLDGer9Ad8RH0urBtm7FchUTBCcboiXoZmmkAL+ghkZ8uwla1B7Bs2J8ssX4GN4y5mOxhbJgWqVJ1RkeKuWKXbdvGsCy6wl5yNWFcF/IzhXfEAm7iBQ0bcKvT3SXqFeOgR512nEeVsSwbGycFr2pYTcN986UebDI13CNfMUgWq5zSHWZTT4RfvDDEazZ0Nu0X8rrIlKqkRPqd4CTkkP61LV++/JA+BAKBQNBMPK8R9Cj43arjSDGPwbvRrFMZ3jlewMZmXUewEQXdFWmOW5YkyJV1NMN0xGTmAOx7uPF4at2f8/CuJMlCFd20SE1xmeiOeClXDbaN5ijrFh1hD+88v5/Yhdc39lmWeQojPcgTe1KNbbJcc6bIOX28AY+CKsukS1UO1Aboelt8DGcq0wbw2kKexg3DZMJeFx0hD3viC+szTpeqDQ/jVKmKbTPNw3iuNgoA3bRRZYmo390YvksUNMJedcZKdmvAU+sTdp5DZkrlN18x8LuVRupdnVjN4UI3bVyKVPMyXljVuF7ZniqMM6UqyYIjjM/si2LbsG9Ku0rIq4IEpapJRTcXdH2B4HhFDN8JBALBUaTuSKEZJqlSdV6OFKM1r+Lto3n8bpWuiI94bXCvuzZ4Fws4iWttATf7kkVcikxv1A+bf9w4jy0pfGn8LHIVA79bZjhT5t4XR5qEal/Mx1iuQras09PiZ2VrgLJuopz5TmwcISdh83r5af64M97kJtER8jCe13CrMl0hL5IEqizz/IEMAL1RH2XdnNYi0F7zMp4paW11R3DBA3iZkt7wMK5XpFsnpd7lygePg65T1k0UWWpU7YFpQSGTiQXd6KYzeBfyqqSmtCQUNGNatRicgbeAR8WlSqiyjH4YIR+ZUhWfS2kS7rZtM5guo8oSp/SEcasy3REvA+lm549gzcsYEFVjwUnHIbVSTGXnzp184xvfYOvWrZTL0xON7rvvvsNanEAgEJxo1IXxeM5JvzuUKOjfvTRKW9BNwKOyYyyPIkNb0Bn06ok6grYj7GXrSA6vS6E74oFf39E41/bQ+XT39NNZSnDeihgH0iWe2pfi/AOtvGJ5CwC9LX7SJR23IiNLEuu6QiQLVQitRFp+Iex/FIDg3l8z0nM5z+xLccFqJ1mvPeTh+YEM4Dhc7E4UCftUXhp2tnVFHLE8lC43DXw5NwoWuYoxrcK5qi3AE3uSlKrGjH7AB2Oyh3GioBH2qXjUCaGYqxgsb/XPdniDkuaEdXhdykQrRb7aJLInE3Ar2LaNadq0BNyki1OF8eyhIrGAm0ypiqJIGJq9cGFc1qf1F1d0i2xZZ0Wbv3FDsKzFz0Cq+e93yOvCrCnjVLHaFHktEJzoLLhivGXLFs466yx++ctf8pvf/IZ0Os3OnTt58MEH2b17t8hYFwgEghmIFzTag17G806S3Uw9qpOpR0E7AthxnIB6FLQXVZEZylToifoYyVbwKDKpYpWwV6W3sAVSuxvnGll+FavaA0gSLIv52dgdZlmLj1+9OEKp6giwgWQJ3bQJ+1xohsmp3WGSRafNYWfrpY1zLS+8QCkzyg+e2I9lOVXjtqCHVLGKYVosi/nBtp1WiEQJy7LxqArtQQ/D2WYhVh9gmy3oA2BP/NDdKVLFasPDOFFodqSAWhz0HBVjw7QoVU38LgVVlmpRySaJ4uwVY0mSGuEeLX4XqSlBGYXKzBVjcHqWJcCyQD6M9LtsLQp7MvmKTqnafDPQF3PecTAmVf5DXpVy1STkVcUAnmBWLMtGN51/D+WqSUFzBjvTxSrJgkY8rzGWqzCcKTOQKnEgWWJvosiu8QI7x/Iz/ntfCiy4YvzJT36SK664gh//+Me43W5uvfVWzj77bO69917e+9738q//+q+LuU6BQCA47ilXTfIVg/aQh13jBTpCHmT54INf9Sho03ICKVZ3NEdB1/8YtQXcpEs6XWETG6dX2Lv1BxPXloOc/tprufflNJbt9PuCU5FOFqo8sjPBJevauW/bGC5FwiVLeF0KrSE36X06T+5J8kDpLP6pdj4Fiz8PbeHfRwP87Lkh/scr+mgPebBsR5B2hDwgSbT43bw0nGdvosDqjhDdES8jUwbwQh4VjyqTyE9EXdfxu1V6Il52xwucWg8rmQemZZMqVptE9+ToZtu2yc8RBw3OjYyqyPjcTv92/Vy5sjFrxRgccawZJrGAE75Srpr4akEfec1o3OBMpSXgxrRtqqaFLNEUKHIoZMrT23SyZScdcWXbxGvc1+LHsGxGspWGy0jYqzptIB5VtFIch9i2TUW3KFUNNMNCMyyq9Q/TnPK1haZbmJaNbtX+b9qYllX7v9MSZJjNjxmW3Wi3WSiXrW/n9Zu6FudJLyILFsbPPvssX/3qV5Flp+hcrxi8+c1v5iMf+Qif+MQneOihhxZnlQKBQHACUK+QtAXdPLrLaXuYi3q62nCmjGZYrKs7UuQqvKqzrSEy64NcuYqOT5XpiXjgsXsa54n3v5H+aIS9iUFUWaY36qNUNdibKHLB6lYe3ZVEkSXGchpBj4pu2UR9bqqGTblqctefBnnNqadSSpyOP7EZgDXJBzil53X87LlhXrWuvSEU6y4UXlXGskGR4cm9KVZ3hOiJ+nh0V2LyU2xESs80gAdOCt620fyhvNS15Dnnta6v6ZTuCWFdrJpY9sHDPQDGcxpuRcIlK9RrqkM1b+bYlGr/QKrEwzsTtPidP60Vw6Q96GYoUyZdquJzOzcjRc0gcJCKsW5Yjd7thabfZUo6azubnTxGsxVMy2Zla7PNXt1NpC6M68EjPrcyrQ1EcGywLJu8ZpAr62TLOrmyTq6ik6sYlDSDck0Il6omZd1ktjft3YqEW5VrftUKLsX53KVIKLKEV1UIuCVUxelzd/7vPOZSHItHVZZQFRm15tNdT0qUJKlhUSjLzu8kRZKc7bXPZZnGMeocRYFjxYKFcTqdJhaLIcsyLpeLdDrdeOycc87h5ptvXpQFCgQCwYnCeF5DlZ0q6liuwpqOtjmPqUdBbx/L1/qGfRQ0g3zFoDviZShTIexTyVUMXIojbGVZYoOxAwqjjfO0nvsONMNkOFsm4FHoinhJFDQy5SrnrYjx4PY4tz+xn7DPRaZcRdMtVrX5KWoGA6kSG7pDvG5jJ5XRt8AjjjBenn2K885UuXtrhXs3j3DDRSsJ+1TiBY2VbTH8HpVkQaMr4mXzYJZ3nQ89US+5ilGr1k6I0voA3kysag/yx50JchV9ztaHOhM3IR4qulOpbwtNCNl6i8LB4qDBaWVpD3mp6CZGrYpbbwVpmRSeYds2P312CM0wee6Ak3pX0a1G6l62rDd6dYuaOWsrRSzgRpZlJAl0Y2HDd6Zlky1PRGHX2Z8sOUOZLRPCWJIkYgE3iUnuJPUqutelNNIVBUce23be5UgUqiQKWu2jWnuHQm+q0AY9CmGvi5BXxe9RaQsp+N0KPpeK31373O0MX7pVGbfifMz1DpXgMIRxb28viYRz179mzRr++Mc/cvnllwOwefNmgsHgwQ4XCASCk454XqM16KZimOQqBl2R+UVBn9IT5rcvjRLwKHSEvBxIOf22nWEvT+9L0xv1MZqt4HMpjeCJlckHGufR1SCB9ZcxmNcoaCan9oRx1cI8TAtM26Yt5OaB7eO8fmMng+kSNrCuK8S20RwFzeC03giqIuM9/a3wyOcAUG2DrvFHaA+dz5/2p7n8lM6aJ7GGz63QEfIwkCrRG/GxM17Asmy6aul2I9lKszAOedi/f+Y+4hVtfmQJdo8XOKu/ZV6vdbJQJVSzUxusuS5M7gku1r2EDyKMx3IVnj2QoS/mI1PSa/ZuThS3393s+HAgVWI0V+EDr17ND57Yz7bRPJZp4VYVvC65MbRnmM5b2373zIEl7SEPHpeMVXSioevHHQrZmoiaWtEezJSJ+KZbzLWFPM6AZQ2/W0GWwKVIpIpVTMueZi0nODx002IsV2Ek6/TgjmQrjGYrjTCYoEehNeihLehhVXuAmN9N2Oci4nPE8FyhQIKFs2BhfPHFF/PYY49x9dVX8+53v5tPf/rTjIyM4Ha7ue2227juuusWc50CgUBw3BMvOI4UYzmnmtkZOrgwrkdBd4Q8HEiV6I14casyo1mNkFcl5HU5SXLLouwcLyBJIEvgVSVaDvyucZ7qqstxqW7GcgUqVbPRp1x3bEgVq1RrQ2WdEQ+27STStQY8/OKFYbrDXnw1Rwi1Yx0p33Ji5f0AtIw+ysp1l3EgVeahHXHaQx5Gsk6Vsa/Fx75Eka6Il2f2pzmQKrGiLUDYpzKSrbBu0lv9bUEP6ZKOblrT/uh7VIW+mJ898eK8hbFjpzbRRiFLzRXefMVAlsA3S6KeZdnc8dQBHt4Z561n9hLyqo2e5Hi+Ok10PrMvTXfES1/Mx8buEH/YOoaFY/U22eatWHV8gWerGAc9KmGvizHJGbpcyPBbqjYsOXWN8XxlxmHPtoCbnZMs8SRJIuR14VKcVpj0lGAUwaFTqhrsT5bYnyyyL1liKF3GsGzcikRXxEd3xMvZ/S10hb20hdyH7MAiWDwW/Mp/6lOfYnh4GICPf/zjjI6OcvvttyNJEn/+53/Of/zHfyzaIgUCgeBEIJ7XOLUnzGi2gtclE/Yd/FfwSM55y15VJAqawXkrY4DzVn5n2Hl7P1Go0h318siuBLIEAY9Ca2kPSnpP4zz+068CnB5Ty7bpa5kYslJlidFshb3xAgG3wki2gkuRsbEoaFXi+Sqv39RJclL/73j7hcQOOMJ4df4pnvK48LmqvDyc49L17Y19O8KOa4bP5YRZPDeQZkVbgJ6a9/Jk2kOOIE8WqjNW0le3B3nuQHra9tlIFDRaA7XBu7xGa8DdVPUsaibBg6TePXsgzViugs+t8OJQllevbyNV1Al7Hau8ultGnX3JIqcviyJJThCIYy3hXKdJGGsGpmXPKsglSaIj5GFvoohlO17Lhmk1EgbnQ6roRF1PrUonC1VWtAWm7d8a9PDk3lRTPHjIqyLVfKsP5tksmBnbthlIldkxlmf7WJ6hTBnbdry+V7T5OW9ljGUtPtoCcw/gCo4uCxbGfX19rFq1CgBFUfjKV77CV77ylUVbmEAgEJxIGKZFslYx3p8s0Rn2zhlFPJKtEPE5dl+abrG25tgwlq2wpiPYEJcBt0pFN7Esm1jQzXnlxxrnsGQ38lqnzW1voohLdQbvwBFhLX4Xm4eypMs6G7rDbBnKEvKqFDSDF4dz+Fwy7cHmt9qLyy6BA44/clQfJ5DfgyR1Ydk247V2jXLVpCPkxbadBLWo38WLg1neetYyuiNetgxlm55ra9CNJDkibGZhHOD+beOOBdscFnfgVOfrw2eJgtZwp6hT0HSCB6nKvTiUpa/FT1EzkSUwLUekrmoPkp5kAweO2E0UqvTFnNfVtm38boWSZlLSHEu4euW3qOm8PJLjx08P8JevWjljZbAj7EGRaEz/FzSjUd2fD6miRizgbvr5sm2bTKlKRyg2bf+2oHuaj3TIq1I1TYIexQlHWXrmAUsO23bcPV4YyPDCYJZs2bHMW98V5NXr2lnVHhCV4OOABTWpVCoVfD4fd9999yIvRyAQCE5MkjWXhM6wl9Fc5ZCioA+kisgSdEd9mJYjPjsjXoYzFQJuhYKmU9EtkMCybdak/9g4h7HyUvA4gnpPokjArdAdnbh2S8DNy8M5bBsuXN3GYLrCshYffrfK1uEcaztD6KZFulRthD7Iq16FyUQ1snX8UXwumZjfzf6E089bDzJRFYmhbJkVrX52jjt9xj1RH4liFc2YiBt2KTJRn2vWAby+mB+XIs0rHlozTHJlo9FKEc9P9zAu1CrGM1FPiAt4FEJehbDPTb7mABDyqmTLOi2TxHk9Oa5eic9rBjG/G8u2G+Ko3is8nKlQ0U3iBY3fvzw24/U7Q14s227YYx3qAF6qqE+7eShWTUq6SXdkelhHa+21mfyugNM6YtAW9CxZv9mlQqpY5YFt43z5Dzv5z/t38eJQlrP6o/zda9fw8Tes561nLePU3ogQxccJCxLGXq+X1tZWAoHpb8kIBAKBYDrjOQ1JcqpzYzULtrmoR0HvGC3gc6sNJwnDsumOeCcl3mlIko1HlZEKCaKZLY1zuE95M+B4KI/nNJa1+Jt6eIMelV3jeUJeF2f1RagaJt1RL6blVBDP7o9Sqlmb1auebbFW9gdOa5xjVfYpIj5XzXdXp2o4wq8j7CHgVilpJn0tftLFKqM5R+zbNoxlmwXXwSzbXIpMf8w/r3jouvdue9CDbduN3u7JFCr6rJZpyWKVUtVEliTaQ15WtvnJlHQ0w0LC6RueLDwHUmVaA+7G+XIVw7FdM23SpSoRv4tcxcC2bcddRJU5Z0WMA8nSjNfvCHuQJAnLttEN85At29Kl6VX1oXQJ04Leluk/d2Gvirs2aFcn5HGRrxi0CmE8I+WqyWO7E3ztwd38+2+38+iuBKvaA9z46lV89Ir1XLGpi+6Ib853hQRLjwWPNf7Zn/0ZP/vZzxZzLQKBQHDCMpZzBp/KVYuKbs3pSFGPgu4Ke9iXLBLxqbQG3IxkK8iSI/qGasJ4NFcBHNutVfmnm0+0xmmjGM9XKFYN1nQ0OwblKk5AyLqOIOmygSJL+FwqluWI0ZVtQQ6kiuway3Prw3t4fHeSWMDNruA5jXOsLj0PZpVcLUmualgkChohj0qL34VRa/GomhY7RvPEAm48qjwtAa89NLtlG8C6zlCj6nwwEvkqklSPV9bRTXuaMC5WTUKzCOPBdBlZgrJu0RP1saItwHhew7ZtyrqJadHUvzuQKjXaKMBpuYj63bgUiUxJn5SYZ7E7XqQj7KWvxcdYvtKUODfxOnjxqAqWDbbtDGEeCslCtWnQEGCg9py6Z/i5kySJiN8JiKkTbFSM3bPerJyMDKZL3PWnQf7t11v57ZZRWgNurr9wBZ9400auOrOX5a0BIYaPcxZc13/nO9/JX/7lX/Le976Xt73tbXR3d0/7YTj77LMPe4ECgUBwIjCe1+gIeWoiljlbKepR0G7Fsfra1BtBkiRGs2U6Ql7MWiX0dVEfLw1n0QyTgFtlfeHJxjmMto2okV7AqT5XdJM1Hc3v9I1ly5gWbOqN8PxAhrDPRbJQxbQsJGR2jufZPJgj6lOpmha/enGEl4azyC2vhLFvAeA2S7SkXyDuPYNV7T52jjtxr5Ik0RH2kqq1YYQ8Lp4dSHPphg56ol5GpkZDBz08sy/dNAQ2mbWdQX69ZZShTLkRRjETiYJGi9+FqsiNaudUYZyvzB6yMZAq0R3xMpqtcGpPmI6wB920kCSJfM3mbfIg33he44KO1sbXuYpO2OfC61Io6SYV3WkZyZarjGTK9Lf66Y36MC0nqGVZS/NzCXtVIj4Xdu2/bHn+zhSlqkFZN6el8g2ly3hdTlvITER9LjKTHDCCHrVxnlzZoKKb02zeThZ002LzYJYn9iQZTJfpDHt4w6ldnN3fctK+JicyCxbGV1xxBQC33XYb3/3ud5seq/9SM01zpkMFAoHgpGOs5kc8mnMCOXyz+NjWqUdBV3SLsm6ypn0iCro74mUsq2Hb0BZyqsiWBYpss67wVOMc6rrXNT7fFS/gVmT6WiaEcUU3OZAqosgSPREf92weZlVbkJFsGZ9bpVg1eGZ/mpVtfla0+jm9r4VXLG/hO4/sZdRYwXWuMG49B0B/5il2d5+Bz6WgmzYDtTaBjpCHXeNSwz1j20ge27bpjvg4kGpuJWgLetAMi4JmzJhI1xX2Evaq7BzPH1QYxye5KMTzGgG30tTfadv2QdPnRrMVwj4XQ5kKvS0+wl5HZBdryWNuVaJcs13TDJNsWW/0MFuWTaFiEIm6CPtcSBIUamJ6JFuhrFu01fxpParMULo8TRhLkkRfzMeTe0G37EOqGNcr7lN7qp3vqTJrlTzqdzW1UtSDVAK1120sV2F568nVPpkqVnlqb5Kn96Wp6Can9kZ402ndrGj1i6rwCcyChfG3v/1t8YMhEAgE88AwndaCjpCHnWOF+Q3e1aOga1XV3paJYIyL17QxlCnjdcmNdLSARyGS3Ypfn2Rptvq1jU93jxfwuZWmFo5d4wXKuuOg4JLhQLLEm0/r4r5tcSI+lcF0mXOWRxlMV5AkSBU0eqM+rjm3j0//4iV2+c/klKwz6LeyuJknPQpl3STsVdmdKGJZNh1hD5btVFXXdgR5aEecRKFKT9TL0/tSWJbdsKuqV3XjeW1GYSxJEms7Q+wYK/CaDZ2zvnbJQrXxes3UX6wZjttDaJbhu2SxSnfYiyRBV8SLW5HxqDL5ik2urONRlcZAXD0xrp6qV6wajYSymN+FW5ZJFKqOCM6UMUxHGMuy5PSJT6ma1+kMe1EkiXSxyr0vjhD2qbz+lK45rb0SBQ2XIhH1N79+4zmNiE+d9fgWv5s98YmAlfpro0gS7lqi4skgjG3bZne8wGO7k2wbzRPyqly4upVzV8bmnbp4NLFrQ5qmbWNZYFgWVi20x7TsxhCnVcuItmvtOQA2duNn1bbtScl6k7fTdGz989nXM+lz7FkfA6eXfqZh0GPNgoXx9ddfv4jLEAgEghOX1CRHiod3JljbMXcyaD0Kem+iiEuR6Qx7yVec9LWeqJcXBrL0RHyM5jQ03WR9Z4DWfQ83jrdUH3L/BY2vD6RK9ER9uNWJ0ZLto3kUyUk+2zKSo6xbbOyJcP/2OKlSFVWRWNkawDAdoZ6sVRTXdoY4fVmUx7as4xQcYdxffhnF0jmQKrG+K8Qfd8TJlnU6Ql4knJuD7oiPUtVkb6LAshY/uum0g9QHEcNeFY8qE89rrGqf+TVa2+H4GZer5oxVd9u2SRQ0zuiLABPuGJOpV3BnqhjrpkWuohPzu2gPevCozjVaAx6SBY1ksdpwbADHI1mWaNi31f2KkZwKeF4zGhXo4YwT6lB3y+gIN9vgTaYz7EUzLZJFg46wl8d2JwF4w6ndM+5fJ553/JsnF64syyZZ1A4qQiJ+x2u5/o5v3bGjUHWuP54/saOhbdtm60ieB7aPM5gus6otwLvO62djd/iIpP7ppkWmpJMt65SqBpphoekWVdNE0510xKphoRmm81jja+f/umlh2vY0sblUmVpHlYBL13ecWML4Na95DV/96lfZsGHDtMd27NjBjTfeyP33339YixMIBIITgbGaI0Us4GY8X+HitW0H3b8RBd0d4pFdCQIex5FipOZb3BXx8esXR1nV7rQ9SDK0hbysyDzeOIe08hJwOYKzoBkki1XO7Is2XWPrqNMG0dfi57kDGVyKUx2UJYmiZtIacDOcrdAZ8XIgVWp4JcuyxBtO7eKbW05pnE+1NKKZl9jnP43Tl4W5Z7PBSLZMV8QR47ZtoyoSXpfCS8M5zu5vQZFhOFNuCGNJkmgPeRpV2JlY2xnEBnbHC5zaG5n2eEGrpwU654znNdZ3hZr3qYnamdLn0sUqtg2Fqsmylok/2m0hNy8OWfxpf5qqYbF9NMfFa9tqQtSNqsi8MJDh2QNpwKnStYecNL/xfIWVbUHGcxUUWWpUw6M+N7vHZ47BjvhcFCo6LkWmr8XPazd08MD2OK9e13HQNpx4odqoXtfJlB07v47Q7CEdUZ8zJJmv+S67asEshYrhWAxmT1xhnCho/OL5YXaOFzilJ8wHz+hptOpohslQWqNimAQ9Ku0hz7zimCu6SapYJVWskixWyZSq5Mp6QwzXExDBEY31dyU8qozHpThfu2TcikzQq+JWFDyqjLu2j6rIKLKEIknIMpM+d/6vyM7nquz8e3ZSMeuRLc7n9S9kicaNlCzRCHaRpAlBO/nY+r5Tbxcmi9/juaNgwcL4wQcfJJfLzfhYPp/noYceWvCiBAKB4ERivBbFmy3rmNbcg3f1KGi/WyVTqtIZ9hL0ODHKYa+KV5UZqwnsJ/ckMUwbv1Wiv/RS4xzSmon+4tFsmZJmsqF7QiCO5iqMZCoEvS5WtQf4w8tj9Ea97BovIklOXLQsSQymy7x6XZBS1cClyKRLVVqDHla2BchFNqCVfXgsR7D3559nr+9UvC4VWZLYPppnY3cYtyqjyhKlqknEp7J1JIeqyHSEpguutqCb+EGqk363Sm/UGfCbSRiP1YcbI04yYK5izF4xnkFgOlVxJwzj/JUTYRh1P99sWWd5a4DH9yS54aKVTj9zyKkm3/XsIEPpMrpp0R700B3xsj9ZQtMtLNsmXnAcReqOFlOrtJMZSpeRJRlVkTBMi1N7Izy4I84Te5Nctr5j1tcnkdc4pSfcvK2goZsWnQdxQqkHiGRLeqNloO5M0Rn2sGMsP+uxxytVw+LB7eM8vDNBa9DNX1+yipVtASzLZsdYnqf2ptg+mseY5IIiS07LT0/ER2fEi0eVnRspzSBVdN5RSBWqDeErSU6/dtTvIupzsaYjSMTvIupzE/G7iPhcBNzKcS0kTzSOiNv0yMgIfv/sgxECgUBwMjGWqzlS1K3WDlK5g4koaNO2KekmK2sxvk4F1stYXsO0oCfiZU+iiFuR6cw8i8KkgefVlzU+rXv/rpnUnrB9NI9mmGzoCrOsxcdotsLZ/d38aX8an1uhJ+JjX7LISM1LWZElqoZFsugI47BXpbc1xI7UJk6rPONcsryZp9wKyYJG1O9i22jeqQIHPZSqJiPZMmvaQ2wZyVLRTXqiPoYy050pnjuQOejrs74zxNP7UzMKytGsRtCjEPSoDNSG+6bGGRc0A59LmTFmOVWsosoyumk3EgIBWgNu4vkqbkXmlStjPLIrwcsjORJ5jTUdQX738hixgJv2oIffvzxGrmJwRp8Xj0vGMC3KVdM5Xp0YBKxXaacOGxqmxbMH0nSGHV/nqmlRMSzOWBbl5eHcrMK43jIx9ecrUdCwZ3gdJhP2qkiS44Fcr5aGPCp5TWdFW5R8xXDcNpZgn+2hYlkWD+6Ic+/mUTTD5NwVMU7rjZAuVdn6Yo7NtdS6Fa1+rjqzh1XtQXwuhXxFZyRbYSRbZiRb4bHdCQzTEc0Bt0Is4GZZi58zlkVpDbqJBdzE/O5DivMWHHsOSRj//Oc/5+c//3nj6//zf/4P7e3tTfuUy2UefPBBzjrrrMVZoUAgEBzn1B0pxnIVWoNzvxVbj4JOFqvI0HAtGMlW2NAVZjhTxq1IKIpMuqgT8qrExifcKKxgJ3LrmsbX28fy+D0K3ZOE3o6xPIoksbYziCJJFDTHs/ZP+1Ncur4Dj0tmMF0iXawS9rpQZBndNEkUNNZ1hpAkif6Yn8HQmQ1hvKL4IlgG+1Ml+mN+9iacNoGOsId9iSKposFZfREer9ledUe8bB3JNQnc9pCHVKmKYVqzCooN3SHu2zbOUGa6o8Pk8JR4QUOVpab4ZnAinIOemdsRksVq7a1nuykhUDNMqoZJyOtiVXuQp/en2R0vkCxWOcfv4ul9aV6zoYP9ySKqIjV8qz2qQsCtUNQM0sUqHWFvo2Jcr9JmSnqTMN42mievGZzZF+U3L41S1AyyJZ11nSGe3JuioBkztoEki1VMa7ojRaJQRZEk9iWL/Oy5Qa48o3da36yqyIS8KplJXsYhr0qhYjRuEIbSZcLdx7cwfmJPgv+6fzcj2QrtIUfIbh/LNyribUEPZ/ZFeMXy2LQbDJ9boSPs5YxJLUmCE49DEsYvv/wyP/nJTwCnf+T+++9Hlpt/cXk8Hk477TRuueWWxVulQCAQHKeYlt1wpNgylJ13FHRP1MtQugxIdEUcH914XuOy9V72JYt0RXyM5zQKVYPTlkVofXbCv1he8aqmhr99iSIdoYlBsnLVZNd4ARtY2xHiid1JLNumpOsYls1lGzoYTJeQJCeYolg1iPhcVA2zydKrLegm3no2xJ2v3WaBaG4no4H1LGvxsXUkh2nZdIS87BxzqtaxoAcbeHk4y6m9EUpVJ745UnNRaA95sG1H5M2WDtgb9RH2qWwbyU8TxqO5SqPiGc9rtAbd05wYCpoxaxx0qqBh2VbT4B1AuqijyE4aXVfYi1eV2TaabzhclHWT1R0Bdo3naQ26SZeqBL0qLX43pm0zmC5Sqpq4FKkhjOtV2mxZp2/SGp7el2JdRxC/R+XeF0cwLCda+qz+KIoMO8fynNXfMm3to1nHPWTq6zaeq5At6zx/IEN7yIMiy1x5Rs+048NeV1PKXsjrYl+yiM+t0BpwM5Qus7E7PO2444GqYfL1h/bwyxeGWd7q53NvPZVXLG8R1VzBNA7pJ+ITn/gE+XyefN7xoXzggQcaX9c/EokEDzzwAKeffvqRWrNAIBAcNyQLWsORYjRXoSty8DYKgJFMmc6Qh93xAl6XQlfEx1iugmU7yWVO4p0TkGFZNssDOh3FHRMnWPmqxqe2bTOULrNiktXW7niBXMUg6nf6iwfSJVyKzLMHsnRFvGzsDtMbdcRlxTBJFqp0hT1ISCQmJdO1BT3Ew6diSBNVxOXFF6gaFq0BD2XdYm+8SHvIQ0k3ifhcGKZF2KuyeShLT60SOdmyrDUwYdk2G5IkcUp3mJdHmudcbNsmntcaNx8zOVKAI4xn8zBOl5xBtd6W5mn5ZFHDozq9oD6Xgs+lMJgqUTUsUsUqQY9CV9hLrmKwrMVPtmzgc6vEAq6GH7Vh2WDTaKVQFZmQp7lKmy5W2Tle4JwVMTZ0hrBsGsLY61JY0Rpo3GRMZSRbpi3gbnIeASfJr1g1uWx9B1ee0cMTe5LkZ4iZjvhcE64a0OS+0dsyve3leCFZ1Pj7Hz3PPZuHufqsXr5x3Ss4f1WrEMWCGVnwT4VlWZx33nmLuRaBQCA44RjPa7UBHJVUUZ+1ClqnalgkilXCXjeJgkbAozT6k12K0xYwmq3QG/UxmC5jAz2ZZ5GZFC28YkIYZ8s62bLBus6Jwbs9iSIy0B/z43UpDGVK+NwKA6kyF69pQ5Elelt8eFS54cHcGfaiW9aUirGHlCaTjp7W2La6vBlVkXAp4FIkNg9l6KhVgWMBV8MKa+dYAY8qEwu4mhLw3KpM9P/P3n+HyXbWV774Z8fKqatzON0nBx3lgJBEEFnggLk2aeyLbWbGYBz4ecb3Z2MbY8Z47OvxMIzB2IyN7TEIY7DBQ5IBIZkgJB0JHenk3DlXTjvv+8e7a3dXd5/AkQAh13qefqpqp9q1a59T6/2+67tWXLtsDPH+oTQLFYPSuvMpNCxMxwuJ8XLV2CQrgLaUYmtiXG7aVA27YyDh+z6zpRZxXUGWQJYhGdVoWg41ww7t5SRJotqyGUhFsRwPyYeehPjsqixhOS5IENXWfnozcY3yumS7x6ZKJHSFfYMpRnviaIpE3RDBIgAT+cSmYJQ2lqoGgxvsrxzX48yysOW7Y2ee60azaLLEsfnOQYXr+cJJYZ0jSDKqUjdFc+BIoAf3n0X+YLbrcXSuwiPnCxcdSM2VW/zSx7/DfLnFe37sGt5x9y6ULiHu4hK46rvj4Ycf5h/+4R+2XPcP//APPPLII1uu66KLLrr4t4S21rTYEMTmSqOgPXyalsu2XAxNkYVtWjpKoWlhuz7D2RjnlutEVZne1TV9sZ8ahp4d4eszS3Ucz+fAuinw8yt1JElie28S03FZqJjosoTteLx0vwjOyMVFcpvtCAnHQCaK6XisNky8oEs/n9TxfDCGbg2PPdE6gSZL1E2XdEzjxEKVfDKCLAnf4NlSi/3DKVbqJqWmzVAmxnx5ozNF5JIVY4AdvQkiqhxazoGwfpMlGMpGwwHG4BZODHVja2Js2C6lpoUkSUzk1yQaxYZF3XSJRwJiHNhhqYqM5/ss10xGczEc16NhufQkRQW9atrkEqIKO5yNYbs+mip3NAxmY3pYMfY8n8emiuEUfy6uEQ/0ye1K7mhPjELDomltTsNrpyKuR7FhUahb5BI6A5kouiqzZzDF0blKuI3n+fzP+8/wzTOrgd2cQDqq4nrQsl3GeuLUDIdSc3Ol+QeBuunwka+f595Hp/nikQX++1dO87++fp6jcxValkvDdPj66RV+6d7v4Hg+73/DDdyx89I2iV10AU+DGL/rXe/iyJEjW647fvw4v/3bv33VJ9VFF1108VxB6EhRNdAViZ6EfsntFypiu6bpIEswEuhlFyutUEahypJIpiu3yCV0cssPh/tL21/YoS8+sVhFVyV29IsKaN10mCu18Hyf7b0Jzq80aNkuHpCJqSGxErHEcRxfEM7+VARdkWmaHuWApLVdDtyRW8L3S1lLxM0l5iuGcM1YaSAB+WQENdAsT+QTWI7HsflKKAlZD+FlfGlirCoyuweSnFhYsxGbL7dCn9nlmhhgbEmMTXdLYlwNAlQyMa1DgjFbEoQ7qiqAhOcHHq+ICn8t8Pptyw4SERVNkSjWLfIJ4cjRk9BxPZ+NLX/pmBqS3lNLNaoth1smesLvIB+EhITEONBUz5Y6r5kg9famz7tQMagbDsOZWNj0eXA4w/nVBoYtXEwuFBos10xuGs8xW2pRaoqqcbshsGY4jOZiaIrE+ZWtZRzfb/zj47M0TIf/38v28Ls/eg0/d+cEuirz8Uemee/nj/P7nz/O//zaGXJxnQ++6aaLBsZ00cVGXDUxfuqpp7j99tu3XPe85z2PJ5988qpPqosuuujiuYLlmkF/oC/uT0cv61e6UGkxkImyUDWQJBEb7Pt+UA2MMV8Wlm2Fuk3ddDiYc8hWT60dYJ2+GIRV2/pGsgsrjcAeTGWiN87hmRKKDC3LYSgT6zi/Hb0JXM9nrmzQm9SJaHKgORakNaoppKIqS6lrO95zqHaUhukwmI6K5LeqQX8qgul6RFQZCYlkROGJ6TJDmRjFhk1rXeBBXzLCas267LT9gaE051fqYfV0rmyEuuWlqpCe9CY6pRSO69Gy3S01xtWWQ8202dWX6LgOS1WDnoSOFAQoNC2HhK4EDYvivdcTY0WSycY0lmsmuYQglxFVRpJE9XU9khGVRuCrfGiyyM6+RIet2khWpAUW6ia+75OMqOTiWmhF10abKA9nO6UUJxYqIMH4ugr4RD6B7xNqho/NV+lPRXjVwUEUWeIbp1fCcwOoBUEj23riHbHRPyicXKxycrHG624apS8l4rX3DKR4yx0T/Oar9/GWO8bZ3pdgT3+S3/uxay7p39xFFxtx1cS40WigqltrtGRZplZ77pmBd9FFF118N1jvSLFUMa7YkWIoE2W60ISgaa8cNIQNZaLMr2u8M22Xm/zjnQeY6CTG08Vm6NIAcH61jqbIjGTjxHWV4/M1VBF91WHnBiJ+2fV8qi0LxxNevp7ndyTT9SZ1Ftw0RnI0XLbDPEHLdklGVRzXY6bYpD8l4o/HeuIsVAzGcnFOLtYYDjSx66vGfSmdlu12pINthXZc75HZCr7vM19uhdZiC4H0ZKMjRcMUx0xt4UpRaVo0zE49NgideCqqoikyamBtl4pqWK6PYXloikQ6qq45Ovg+2YTOYlXY7gEYtoeuyhQ3SBFSUZVS0+L8cp2TizVunejpWL+9N4Hn+xSba6ERYz3xTRXjmWKTTEwL36+NU4s1YrrSUQFPx1TSUSFr8X2f4/NVrhlO05PQycY1TiyK3++2prpN+Hf0JTi/2viB64wfOLnCgaEUu7aIVk9HNVZqJhdWm7zh1m0d934XXVwJrpoYb9++nQceeGDLdQ888ADj4+NXfVJddNFFF88FFOoiiKMtpdhqWn892pXhdFRjqWoQj6gMZ2IsBOlwg+kI82WD4UyMqYKwUxssPhbu72W2QW7t/17X9ViqGh0E4lxQ8ZvojeP7PudX6/g+5OI6iix1kJ7RnjhRTabacijWLfpSIuhjfQNePiFkD9Loms54u3ECTZFxXB9FlpgpNkN5xFguxlSxwcGRNFOFBgldJq4r4WcE6EuuuUpcClFNYe9giqdmK5SbNk3LDSumixVjy0bHurUmd9iIC4UmEhJ7NkRIr9SEI4WuihjeSssmHVVFRLYvCGS78S4ZUTAcj96EaJLUg2jlQsMSJLghPJrbmCu1eGyyxO99/jiqJHHNhtS63X1JJKDYsMMGvKFMtON6AUwVGh1V4fWfKRMVevE2JEliNBdjttQMI4r3DKTIxDTSUY2pQgPTcZEkEV8dEuPeJJWWfdnGyO8l5sstpotN7ti1tV748EyZLx5Z5NXXDnb9hru4Klw1MX7jG9/I+9//fv76r/+6Y/nf/M3f8D/+x//gTW9609M+uS666KKLH2YsVoWvbExXaFruZR0pSk0b0/GQJQJdqoiSXai06Elo1C0X0/EYzsY4vVwjritkl9b0xfIGGcW5lQaW44fes1XDZqHSwvF8dvQmRQNcw6JpuVwznMZ0vI6p/nxCJxPVqFtOmKjm+yJdrY3eVITVukVkYk1aN9w8ierZNG2HiKpwbrXOQDqK56+5cxwYzmDYHscWamElvI10TCWiypclxgDXj2a5UGhwYrGKLMFwVkhPFrdoRAPReAdsqTE+u1wjGVU6Kvvtqr/wH5aJaOK8YrqC6XiAjxr4+beT4RqWQz4ZCTyghU1dqWGRienYnh/qon3f5/GpkpCjVFuoirTJQiyT0InrCjPFBu//ymkeOLnMQDpKpbUmP/F9n+lii/EN1VHH9VipmsR1ZVMlebQnzkyxxeK6CG0tiOk2bC+Uaqy3bNvWEycZUTY5Wnw/8eiFIn2pCDt6E5vWPT5V5FOPzXDXrl5esLtvi7276OLyuGpi/Bu/8RvceeedvPWtbyWRSLB7924SiQRvfetbufPOO/nN3/zNZ/I8u+iiiy5+6LBYMYSlWVBhvVzFuC0nsFwfHxjvEVrX9fpiWYKBIEluItoiUVnnX7xBRnFsvoIkwcERQYwvrDRoBqlvE71xTi/WqJsujuvxwj2CSKx3HZAkiYFMFNv1KNQt+pIRbNff4GWsU2nZ2EM3h8tUz6SveYaaIbS4M6UWqYgIs9ACrW06qhJRJR65UGAkG+uogEqSRD6hX7YBD2DvYApdkXno3CqD6SgRVaFuOjQuMhCpmw6qLBFRN//8TRWajGbjHfriQkP4UEtAf0qQx2JDJMnZridIcbB51RDa7Zbl0psSTZaCEKuUWzZRTSahK3zl+CKu5zNZaFI3XSRgKCO0xK0N8pGErhDVFKqGg6bIPHhqmUzQFLcUkNrlmknLdtm2oWI8XWxiOB6xLYjxWC5GpWUzudogE9OIakKD3peKEFGlUEucCizbAGRZ4sBwmqOzFX4QKDctvn5mhYF0hKWqSdNysF2P6UKTjz8yxacfn+MFu/t49bWDP5Dz6+K5ge8q+W49dF3nK1/5Cvfeey9f+tKXWF1d5bbbbuOee+7hTW96E4qyddxmF1100cW/FSxVRdVysWKSjCgX9c5tY7Fi0JMQGsm27RgIwnzTtlzgDiGavMpNm9f1nOo8wIaK8emlOj0JnWREkCKhLxYV0VRU46nZCq7nkYpq3Lkzz8Pni5QaVqjTBRjLxTkyW6HYsJjoTSDLEktVYdkmy1LYKLaa2sOAEkF2BZnd1jrOQnI/0cBubKVuko1pVFuiKW+m1GI8n+DoXJVbJ3r41rnVjhjoK3GmANAUmYMjGf758Bw/efNoeB3hYo4UIvVuYxOksK0zeNn+/o7ly1VxDp7v0x84XpSbtkgFtD0yMQ03kEZUWzb5pM5MscVwJoYk1Sg2LLJxnWrLRlMkBlJRlmomD5xcpmrY6KpEueXwf908ytH5KudW6hwcyYTvH9dVvEDesqs/wWzJ4NhChYgqs1Q1mOhNCB2xpoR67TZOLFRDN42NxLg9aDi3XGcgvaY/zsRUkhEtbMxLRVUK6zTl145kePRC6aLhKd8L2K7HF48s8JXji5xYqIMPR+c6q9b9qQg/e8cEezfIYLro4rvFVRNjAEVR+Jmf+Rl+5md+5pk6ny666KKL5wwWKga3TvSwWN1a77rV9kOZmLBT84SW1LBdig3h9/vt8wWGskJ20LAcrnFPhPv6mTGkzGjH8S6sNhhbl+B2fqWBJMH2PjENfXKxhuv5jPXE6U1FScfU0KqrjW35OKbjsVIz6EtFiKoy9cA+LJfQA7cGKLSgb/A65LlDAOw0T/CvtkcmJlwXZkrC8m25Jsjc+ZUGB4bTfPXEEvmEjuuJymdbI9ybjPDkbPmKrvM1w2n+/F/PhbrhhYpBKqpuORC5mIfxmaU6puOyd7BT41toWGRiGlXDZTgbJRER9mo+PpbrEdVk7DYxNhwm8gkaVo1kVCUb0yg2rVCO0J/SiWgqL9jVy/0nlzm/UkdXZUZyUXb0JSm3bE4v1TqIcUyXcRyfiCpzbqXO7Tt6ObFQC5MUxfdYZe9gclOj4ZnlOlFNJqptJsbJiEpcV5gqNnnJvrXBQDqmoSlyWMFPRjQmV9ccMHb0JsnFNR46t8qP3zBy+S/nacJ0XP76W5MsVgzG80l29qV424t2UjWE5tpyPXqTEfpTkcs6vnTRxZXgace/nDx5kr/4i7/gfe97H4uLiwDMz8/Tav1wRkd20UUXXTwTaPvKDqSjQSLZlRDjFj2BpjiiyQxlYmvVz3QkdF04v9JAliR6S4fDfaVtnfaZvu8zX2mxo1c03lWaNktVE9sVPsJNy2G62MTzRRUQRAPe+sY6gJ19CWRZpOWloyrpmIZhuxSC7TRFWJOt1E3UsbU01O3GCRRZAiSimsJsqUl/Ospy1WRHb4KFisE1Q2mapstKTWh4O50phARlfaPaxRBRZXRFDq/VYvXiDiAXS707Nl8hqiqbqqDFhkk+oVNuWsK1ISYS7yzbQ0ZCU2Satovn+VRbNumYRstySUQUeoL9opqC4bhENBlVltg9kOKNt46hKTL/102j3DCapW447OlPcXqp3tEA2TBdJFk0wR1fqIXXLpdQWaoaNC2HqUIz1JGvx4XVBumYhixLHc13IOQqfckICxWD/o6KsYYUOFHUTafTbQMhp7hrdy+PT5W2jJV+JuF5Pn//6AwrNZNfeOEODNvlpvEcMV1hIB1l90CKa4YzDFyBDWIXXVwprpoYu67LW9/6Vq655hre/va38+53v5v5+XkAfuEXfoH/+l//6zN2kl100UUXP2xo6z/70xFBjC9TMW5XhmVZpmm5pKIq/SlBXNoRwm3XhZNLNbKaQ6xwbO0AY8/rON5CxaBhuuwbElPL51brtGyHhK6yozfJdLFJsWGhKhK3TOQA6InrHRHLADv7kyiyxFLVCBr/ojieH3oZg6jurtZMGLkpXJYzZ0l6dVzPR5YkZoqiYrxSN9neG0eSBMlKRFQeny4xkI52JOD1pSJ4PpuI+laYLDTY3pvgzFINw3ZZukjjHUBtC2LsuB5H56pk4tqmdcWGTTqmUjUccnGdXFzYtDUsByRRYfV9iZWaiel4xDQF2/WJaSq5uE6hbqEpEp7no8jCgaNq2MR1hbGeOC/d3x9ELzts70tQadlUjbVUu9W6ia5IITn38JEkcF0h8zg6V0WSYHd/atNnWq4a5OI6qiyR0DfLG+MRocfuT61dK/F5CBoYW8FAyMN01rTPNwfk9LOH5zdZt63UTB46u8oDp5Y7GirbqLRs7n1kmr/65gUOTRYvav3m+z7//OQc51bqvOX5E9RMh6blhoO4Lrr4XuGqifH73vc+7r33Xv74j/+Yo0ePdtzc99xzD/fdd98zcoI/7FhZWeE1r3kNiUSCPXv28JWvfOUHfUpddNHF9wGLFYOIKuN5PrbrX1ZK0SbSrufh+z6juTiqIrMQJN7NB9XQoUyUC6t1nheZQvbWVew2VIyPBJG/7Wn5ydUGuiKTT+pk4honF2q0bEH2dgWpYNm4tinytyeuk4oIKUChISzbZKmTsLadKRi+sWPfweZJDNvFx6fctIjpgjSajs9QOko50OQ+NVthMB3pqBjnk6J57Uqswc4tN3j+zjw+8NhkieUgwnorNExnk1XbmeU6VcMmn9BJb/A3LjWsMDGuJ6HTk9RxXC90amhLFKYDFwc92LZdMS41xf6eD54vrnG1ZTNdbJKNa6SiGsmIRt10Qo3wekK5WDFIxzQycQ0JiUcvFBlMR2lYLnXT4cFTy1w/miW2gfgu10yatkcmrpGObdZUA0Q1GcN2O9IYMzENH4hpMosVM/x81dYaWY+oCq+/ZYwTC1X+6TtzzJdbHJ2r8NffusB//8pp7j+5zMPnCnzwgbN87eRSyA8M2+XPHjzLQqVFQlf4zBNz/N3DU2EC33o8eHqFQ5Ml3nDrGNvyQuc+motdNjmyiy6eLq6aGP/N3/wNv/M7v8Ov/dqvsXfv3o5127dv58KFC0/75J4LeMc73sHg4CArKyv8t//233j9619PoVD4QZ9WF1108T1G27e4bdl2OWI8XxaV4UrLRpHlsOK5UDEYDBwp+gKyuFgxuUVec6Pw9CT0H+g43qnFGqmoQn8gDZgsNJEliYm80Bc/NVvGdn1Gc7FQPtCe+l9f6JAkiYGAiBXqZljJXW10hnwU6ib07MCLrE3pj7ZOh84NpuNhO+K4KzWTHX1JJlcbHBhKB81dEvNlI3zvSNAwtj5MZCvYrsd0UUgJrh/Ncv+JJRzPY3RDWEkb7dS/9Tg8U2YgHUFXFZLr1nmeT6kpHChASE16kxFsV8RiK5KoxEZUmdmSIMaBcxtxXSUb1yg3bWREBdT1fPKJCDXDYbbUYiyId25XjGO6Qi6Q0rQxU2qST0TIxnRSUZUjsxViwX1SatrMFFvctXuzp+98uYlpu2SiIvRjqWpwdK7S8d2qshi4eeuWpQPHi0xcZ77SIqYrWI4XRlK3sbMvyZtv28bxhSp/+rWz3PvoNK7n8zO3j/Nbr97Pb9yzjx+5boivHF/m0QtFAB44uYzt+LztRTt5423b+I8v2MFsqcWfPXCW5WBg6Hk+959Y4svHlviR64a4ZjiD43ocm692aK+76OJ7hatuvpubm+P5z3/+luui0Wg3+Q6o1+t89rOf5fz588TjcX7sx36M66+/nn/+53/m53/+53/Qp9dFF118D7EYJN0tBJZt+hb2YB3bV4PKcNnA9YRXsef5LFUNnre9h6NzFYazgiA3LYfd6lrinTR6K8idFcMLq/XAGUGiYTosVw0s12OsJ47r+Rybr6JIEjdty4XVxGxcx3L9MNmtjeFA11xoCMs2z/dDIgNCStGwXJq2S2z4RrjwrwDssE/jemA5LsmISqEhEuSWawY7+hJ88+wqN27L8sR0iVLDwnQ8ig2LfOB00ZeKXNbLeKrQwPF8dvYlGMpE+eKRBVJRdUvHBN/3N2mMm5bDiYUqewdSnFisEtPWrmOlZeP5BBVUJbQ9cz2fM0s1wEdTZeK6ymLFYH3vW1wXFWPPh3LLCfTWvqgYGzZLVSNMuUuti4UeysZCSUnLEvKavpROTFO4sCoxnI3x5GyFhukwV27xymsGGcpsHgRMrrbQVaFpTkc1Pv/UAmeX67xgdy+vvnZI3DeArsqs1q3w+07HxLVJRlQmVxv874cmOTZfYaHS2pQ0d3Akw97BFKWGRTKqEtc7KcUdO3upGw6ff2qBgXSUh84V2N6boFC3SERUJnoTvOPuXXz8kSn+x/1nGO+JU2mJwJEfv2GY23fkAVHRb9ku13WJcRffB1x1xbi/v5/z589vue7UqVOMjo5uue5y+NrXvsbP//zPs2/fPhKJBCMjI/z4j/84jz/++NWe6hWjVqvx//w//w+veMUr6OvrQ5Ik3vOe92y5bb1e553vfCfDw8NEo1FuuOEG/v7v/75jmzNnzpBMJjuuxbXXXsuxY8c2Hq6LLrp4DsH3/dCJYqHcYviKGu8M8kEzVLtivFI3sV0/lFIMZ2OcWKgh+R49xSfCfbdqvJsttpgIQhCmCk1atouuyozn4yxUWqzUDCKa3NG01Z6mLm+QU4xkY9iex3LFoD9wppgvt8LqY9uyrVC3kNbpjMeNU0iSkBDEdFU0eqUiLFdNtvcmaM/u66rCdKmBj9/hZ9yb1C9LjE8u1hhIR8jGdYazMZKBa8RWaFgiqW69lOLQZAk58GtORrQOyUExcOhwPD+Udvi++K7OL9cpNkTIRjausVw3SUU1WrYrQl00Jay+tpPzQDTBlZs25ZYdkveYroRR1cOZaFgxXq6Ja9GXipKMatiux20TOQ4Mp5kvi2u5VdMdiLCSuK7gekIycW6lzs6+BN8+VwhdNKzA47i4LrAlpiloikRMV3hipoRhe8R1ha8cX9ryfTRFpj8d3USK23jZ/gF6kxE++q0LNEyHU4tVPvyv58Iqciam8Qsv3MnrbxmjPx3h2pEM73zZnpAUg5jdGM/HyXVlFF18H3DVxPjVr34173vf+5ibmwuXSZJEpVLhf/7P/8mP/uiPXtVxP/zhDzM5Ocmv/uqv8sUvfpEPfOADLC8vc/vtt/O1r33tak/3ilAoFPjIRz6CaZq89rWvveS2r3vd6/jbv/1bfvd3f5cvfelL3HrrrbzpTW/i3nvvDbep1+uk053/aaXTaer1+vfi9LvoootnCSotG8P2RHRv1WDoItP6bXiez1LFQJMlmpZDPKII27ZyC0WGqK5QMxyGszFOLVXZoy6imOW1A2xovGsTrz0DosI3XWygyTIJXWUwHWW60KRqOGSiaiitgDVHgo0NbxO9CfBhqtigJ6GH5/PIhSIPnV1ltS6qpSt1s0NnnLUWSPtVJEBTJCEHSUVYrplENYWRbIyW5ZKL61RaDvid+trLeRn7vs+Jheomcm+7PqeWNs9atquybSmF6/l8+1yBWyd6sBxvk8RC6IvFd5KLC1L25EwZWZJEUpwqcW65TiZoskvHVJqWS1RVkGUpPF6xaaKrIm67Hfft+4TEuN2Qd2iyyFAmGhLupapJRJXJJzQiqoyqSCxUDf7DC3Zwy0SOgyOZTfZ67esyVWySi+s0LKEN1xWZH7t+GMfzw1S7imHTk9A7fIot1yMd1dAViVLDZvdAkutGM5xdrlM3nU3vdTnIssSPXD/EE1MlVhsmu/pT3DKe4xtnVsKBlSJL3DCW5SduHOWea4c6qv2W43FiocZ1o91qcRffH1y1lOK9730vX/rSlzhw4AB33303kiTxrne9i6NHj6JpGr/zO79zVcf90Ic+RH9/p8H6q171Knbt2sUf/MEf8JKXvGTL/arVKt/61re45557tlz/+c9/nrvvvptEYnOMZBvj4+OUSiUkSWJ1dZW//Mu/3HK7L37xi2G4STv6+u6772Zqaopf//Vf5w1veAOKopBMJqlWO03Iq9UqyWRyq8N20UUXzxGsecCqVFvORR0S2ig0LCzXxw10qAOpCDFdYb7cYjCwOANRuT233OAu7Wy4ry/JSKO3dBzv+EIFz1/XeFdooioSo7kYsixxZK4iGgIzMYaza+emyBLZmLaJbI3n4yDBdLGFqshEVIXD02U+9vAUQ5koddNlcrXOueU6N+3qbMAba53kqeitSEiUmjaZmMaTM0Lruqs/yeHpEomIAihUmnZHxbgvGaFpuVs2zIFoMCs2bPYH3sOm42K6HteOZvjCUwvs6kt2RCy3G+bax3r0QpG6afP8nXm+enxpC0cKi1xcp9wUg4zFisH51QbZuIbpeuSTIoFNlSXKTREH3bZqA1AVmWREodSw0VXRgJeOqazWTdHIF1RAdVXm9GKNTx6aYe9ACt8XMdRLVeEdnYhotGzheDFVaKIpMr3JCIbtbllRrxoOpabFNcNpmpZHqWGxeyBJXypCJqZxYbXBjr4kpaZNXyoaDoTOLtf5xKPTLFRapKMKjueTiqrs6EtybL7KmaUaN27LbXq/S6E9GJAkieWqyYv39pGMqjw2VeLcSmOTPGMjTi5WsVyv60bxfYbnif+PPN/H8wj/bwqXez6eT/jcDbTqnu/jeoSvgWC5ePR9Hz9oRB3KRBnbEGP+bMBVE+OBgQEOHTrE7/7u7/KFL3wBRVF48skn+ZEf+RHe+9730tPTc1XH3UiKAZLJJAcOHGBmZuai+/3lX/4lv/7rv85HP/pR3vKWt3Ss+4u/+Ave/va386EPfYi3v/3tFz3GlfogfuYznyGZTPJTP/VTHct/7ud+jje/+c088sgj3HHHHezevZt6vc7s7Gwopzh69OhlA1He85738Hu/93tXdC5ddNHFsw+LVUM0XrUE4bgcMV6siAa9luWiKVIYcjFfbjGcFYEfPQkNXZWZK7e4Xj4Z7usPHESKdFp1HZ+vEdNkxnri2K7HXKmF7fqMB9XhRyeLgM+NY9kO4giiwWwjMe5LRkgEOtonZ8pcWKmHHrx37+tnqWrwW585wv85PMeL99xAbzyP1BRNxqOtUxxSb8JYZ/fVsoWjwv7BNA+eWiGf1FEkiZlSiwurazNq7crhSs3ckhg/NVshFVUZDUJMZootfB/eeMsYf/WtC3zt5DKvuGYtHrhhOkgSxDUFw3b52sklbt+RpyehUzMdshu8fsstQeSni016EhEOz5ToTerEdYVy02ZHX4yVmslcqUXVsIVW2HI6HCLSUdFMpysyjitSBluWR7JHDd0ujs1VMByXl+7t5+tnVjAdl5W6Kdw10lESEYX5skdfKsJsUVTUhzJRzizXKNTdMIVw/f3Usjz6U1EmC02alstg4PW7ozfBhdUGrudTadkMZ6IUAr/oex+Zpj8d4chchcemyuTiGrYjAjTiusqZ5foVE2PX8/nysUUenypx3WiGfEpnptDEcjyGMjFGczEOz5QvS4yfnCmzsy/ZoXnvQsB0RIR4205v/aNhu5iOeG05Ho7rY3vBo+vheD62Ezy66x6DAfpFXPSuGpIEiiQJm8bg8YW7+55bxBgEOf7zP//zZ+pcLopKpcJ3vvOdi1aLAX7t136Nubk5fu7nfg7DMPiFX/gFAD7wgQ/wzne+k3e9612XJMXfDY4ePcr+/ftR1c7Ld91114Xr77jjDpLJJD/+4z/Oe97zHv70T/+U+++/n8OHD/OpT33qksd/z3vew3ve8x6OHTvGwYMHn5Fz7qKLLr5/WFrXeJeMKJf9UZ+vtOgNqo8+MJSJiYCOssF1o1lOL9UYycZZKLeomw7j3tFwX3mDvhjg/Eqd/lSEiKowudqgZbv4vs94Pk6laTNbbBHRlC31qbmETrHRqdHNxnWSEZGK93cPT3JgOM2F1UbobTuQjvJjNwzzD4dm+buHp3jn0A1I5+4HYKd9Bt8nCMiIYDlC37oUBH0kdAXP89FU4dV7bqUhYpsjKpmYmNJfqZuhXroN3/d5YrrEDWPZkBROFRrk4hrjvQnuOTjE556aZ0dfgl2Bx2/7uJIEn31CyADv3iuKMTXD7kgJBBGKkoyqmI5HLq7x4KllbhnP8Z3pMpYriKphuyxWWliOh6ZI1C2X+LoGvkxc4+RiFVWRcTyfZESQ8vXV6alik56Ezv7hFEfmK0wWGqzWTJarBrsD4tiwXLb1xHn0QhHP8xnIRHlqtoyPFKYQrr+fXF9IInzfp2m74SBjPB/nS0cXqTQtfB9Gc3GOzFU4tyLukzfcMsZssclD5wrcPJ5jsWqyZyBFTFc4uyzCR66kiPTtcwUeOlegNxnhk4dmGMhEUSSJB0+vcGA4zb7BFI8GPsYXO17ddDi9VOe1Nw5f9v2eS/A8n3LLptiwKDctig2LmuHQsEToSsN0qBsOlruZvUqSCLyJqApRTTzqqoymSKiyTEyXSSsqqry2TFVEUI0qS6jBoyJLyJKELAtCK8uSeGwva79e9yhLhPspsiQE+UiiUgxBNXmtAt32Z3+24WkR4zbm5+cpFArk83mGh5/5G/gd73gHjUaD3/qt37rkdn/yJ39CNBrlbW97G4ZhYBgGv/Ebv8F73/veq5Z2bIVCocCOHTs2LW9Xydfbsf3Zn/0Zb3nLW8jn84yMjPDJT36S3t7N1jpddNHFcweLVYP9Q2kWysaWjgEbMV9uMZDSeWquiuvBUDbKal24NIxkYzxwcpk7dvXy5FyFrFchUZ9c23mDvtj3faaLTXYPCDI4WWjg+T4RTWYsF+fMco1SEFO8kWwC5OIaU4VGxzJdlelLRTi3UicT07h7bz8ffvBcmH4HgsyP9cSpGjZn1d3sQRDjcfMUAC3bCxrPLGKawkrNZFd/kj2DKY7NVagaPnfszPORr59npthg/1AGSZLoD5IDN+LCaoNS0+amdRXMyUJTyD6A23f0MFVo8LGHp/np28fZ1Z+kbjokdIX7Tyzz5GyFn71jIqxEN0ynw6oNhFa87ePbTjK8YVsOTZnEcX16kxGqLYflmikGCZJE03SIryO96ahGzXDQwoquhOG4RAPyXDcdlqom2ZhOy/a4bjTLkbkKcyWhAx9IR6mbNk3L4caxLPefWKbQMOlLRrA9Hwmh7V5PjM8s1ogoskjaUyRcjzDEoz8dxXQ8Zkui8jzaE+ORC0UenyoxmouRS+gcGE7zxaMLDGWF3eBt23vQFIlqQNbariEXg+/7PHKhwC0TOV6wq5fPPzVPVFO4e18fx+ZrnFyssas/yVdPLHNmqUYiqjGyhQ7/sckiqiI9Z23ahI7cYLFqsFQ1WKmZFBtW6IYCoCsS2bhOOqaRjCjkEwkSEYVkRCURUUnoqiDAmhIQYnnTQMP3fRzPx3I88ed6mLaH5Yqqcnu56Xg0LAfH9TsryJ6oNruBJ7vrediuH6zzsAMphbtOUuEGUotL4e69fR0zOs8WPC1i/E//9E/85m/+JmfPrunddu7cyR/8wR/wkz/5k0/75AB+53d+h49//OP86Z/+KTfffPNlt3/f+95HNBrlne98JwB//Md/zH/+z//5GTmX9bjUiHn9ur6+Pr74xS8+4+/fRRddPDvhuB4rNZO790Y5sVBl32DqktuLynCLfYMpQap00Xg3U2wiSyKdrGo4jGSj/PPheW5RznQeYAMxrrYcSk07rDROF5tEVJmBdJSYrnBioYrpuOxIJdi2xTRmLiE0tRsreb4vpsevGcoEIR9SGMEMa84Ud+/t55Fvj7MnWJ62VxiQyyxaWeKazELFDBrwxL77BlM8fK6AokhcM5xGkSUeOLnC/iFBhvpSopK+Ed8+X2A0Fwujtr2gqexVB8UPrSRJ/NQtY3zy0Awf/dYFrh/NcHa5weRqg6WayU/cOMLe4LvxPJ+G1VnF9X0/dLeQpXbQhspQJoquyri+T09CZ7VuUmvZmI4XVmd7U50RyzXToTep4yPRslxc1w+DQM4s1dAUiZ6kTtNyuGY4DT6cXq4BIpDF8wUh2d2fwvF8zq80mOhNoMqy0CPXRFW3jbMrdZLBLIUqi4pdb+Cq0a4cz5RaSBKMZeOAz+GZEq+5ThS2tvfGcVxfVOtrDqosEdNUIcspty5LjM+tNFitW7z5eT2s1C2SukKhYXHTth58H756fIlffPFOZAk++MA5klGVl+7r56X7B8JjeJ7PIxeK3DLeEzh6/HCjatjMFJvMFFssVlosVs3w/oqoMoOZKH3JCDv7k/TEhf48l9BJ6MqWRLdhudQMOxiYGdQMkQzYtBxatkvTEjIL8dzhUsnqskRYWdYVUTVWZAlNkVCCyrIiS0RVhYQuhRXm9duo6yrFikz4fG3ZuudB1fnZKo+5amL8yU9+kje96U3s27ePd7/73QwODrKwsMAnP/lJ3vCGN3Dvvffyhje84Wmd3O/93u/x+7//+7zvfe/jl37pl654v0qlgiSJDuByufy0zmEr5PP5LUM6ikVhP3O1+uouuujihx/LNRPPX7Mae/HezX0T61E1HOqmiw/Yrk9vUiMX13jkfKvDx1d4Cdd5nbIu2CM1jJwd6zje2ZUalutxzXAa3/eZXG3i+4SV1EcuFAGJfYPpsGq5Hrm4juP5VFsOmbj44So1LMotkVxXaFjkkzoRbc2yTZKk0M5sJBfjTN/1MLl2zAnrNIvqbaiKzEypwfWj2fBz7e5PBcEmDpWWw4GhNN8+X+Dn79pOVFMYSEc5t7LacY6rdZNj81XeeOvaZ58rtzAdr8NlQ5El3nTbGE/MpHj0QpETC1V6Ehr/8QU7OqrlTdvF9+mwHKubDk5QAcvGNS4UGuzsSyJJUhiMkYlpKLJMKqaFzUgtyyWx7jjpmErTdJGSwpljKQh8aZOdcysNxnsSrDZMWpZwMolHFKZWW4z3xsnGtNBNYzATRVckTi7WuHk8hyQJu7T16YBt8ro9n6DasgGJfEILteQJXUyxz5dF+lw+qWPaHnXTYUd4TSR0VaZlCTZlOq4gRprKfLnFdaPZTffNehybrzCciTKUiXFocp7hXIzTS3V6Ejov3T/An37tLCcWa7Rsl2LD5DXXDfG1k8vcMt4T3nNPzJSptmxu3/HD93vq+z4rdZNzyw0mCw2mi83QArEvFWE4E+V5O3oYTEcZTEfJxrUNg1Cflu1SqFucXbYo1E0KDSuQVtjUTbuD6OqKRCqqEdMV4sFfNq4TD7y3Y7pCNCC+7aqy3v5T5E19Bv/W8bRcKe655x4+97nPIctrF/Xd7343r3nNa3jve9/7tIjx7/3e74Va23e9611XtI/v+/zyL/8yH/7wh/mrv/orTNPkF3/xFzEMg//23/7bVZ/LRlx77bV84hOfwHGcDp3xkSNHALq64C66+DeMxaoRVOlE5/XlPIzb9mS246MqEiM5Ecoxt6HxLqYpzJRaHHDWgj220hcfm68SVWUmehOs1EwaloPleGzriWM5HqcXa2iydFH7q57AlqzUtEKScv/JZfqSERbKLWbLLXriOjFdCUi9CANJRVQiqkyxYXPHDQepPtFD2hHFgtHmKbzUrYC4JpoisRwQ45iusL03yRPTJebKTe7a3ctff2uS+08s85rrhhhIC7lCy3LDprb7TyyRi2scHF77DGdX6iQjCgPpzmqmFISY3LQth+v5TOQTmyQkG23cYM3L2XK9sAHvliCQQ5GEXjKmKcQ0BcsRn8tyXBqm29F8l9AVbNfDDxwp5isieKNtVbZQbrGjL0nLdmlYDqoivKa/cWaVvVoKVZFDwm65Hv3pCOdX6qiKTC4u3Cra6YAN0+EP7zvJXKnFy/cPUGxYeL7fYX8mSRK9SVGxT0UFYZYkcex29b1hukRUhZW6STbwXdYUYT83V94sa9mI8yuNsBp/ZqnGzr4kZ5brrNQMrh3Nct1ohi88NU/NsElFNO7e08djk0UeuVDgFdcM4rgeXzu5xE3bcpetTj9bUGnZnF2ucW65wbnVOtWWQyTwDb91Ise2njgj2fim6G4nGMgsVAwWKoaoJldMWkFMtiwROpgMZaLsH0qTjqqkoiLqOx3VtpRPdHH1uGpifO7cOf7f//f/7SDFALIs84u/+IubHBu+G/yX//JfeM973sNv//Zv87u/+7tXtI/nefzH//gf+du//Vs+/vGP88Y3vhGAWCzGW9/6VlqtFh/84AefkZvnJ37iJ/hf/+t/8Y//+I8d5P9v//ZvGR4e5nnPe94l9u6iiy6ey1gIgheWAoLce5kf9vmyIL5LNRGHPJpba7zbP5Tm/Eqd4WyM2VILy2gx0DyxtvMWxPj0Uo1cXCcT0zg0WcJ2BMnZ1pNgttSk2LCI6wo7+7Z2A0hFVRRZhFtMkGC1bvLEdIkX7OnjxGKVhXILWZYYSsc4uVilEKSmCcIlpAW3HhzkQuoA6dI3Adhun8FyPOqGg6aIQUPNWCO7+4ZSfOvsKjPFFnfv7ac3qfONMyvsH0oxEGhjl2sG4/kEZ5drHJ6p8DO3j3c4MZxbrrOrP3nJ/+O30hG3l4PwE26jPc1tWC4+woJqZ6+4Zj5CWiKmg1VW62KbcsvGcNyO42iKLLZHyFQWKwaaIqQYjuuxXDO5c3cv8+UWLUuQoV19Se47skikXeUN7N+alsNYT5wLq0ID3puMMFNshtX3J6bLLFVblAJSX2hYSNJacEsbfckIp5dqofsJQFRVQpeMqmGTjqmUmzbj+bhwWYlpaErnLMFWqBnCci8RUfjAV0+zVDXZN5ikLxllutji2tEsr752iHd/9ijlps1YT5xC0+LWiR4emyrx8gMDPHhqhZrh8JJ9l55tuVI4rseZ5TqLVYOErnLNcHpLl5PvFpWWzbG5Ck/NVZgqNFFlifF8nNu359nZl2QkFwsSD9fgeT5z5RbnVuqcW2kwVWhguz6aIryxhzJRDo5k6EtG6EnoZOP6pmN08b3FVd8Z4+PjNJvNLdc1m03Gxsa2XHc5/Mmf/Anvfve7edWrXsVrXvMaHn744Y71t9+++YcA4L//9//O3/3d3/GpT32qI5zjLW95C9FolJ/+6Z9m//79l5VkfOlLX6LRaISR1sePH+fTn/40IEJN4vE499xzDy9/+ct5+9vfTrVaZdeuXXziE5/gvvvu42Mf+xiK8sOvh+qiiy6uDguVFkPZGAsVg8FMtIO8bYX5ivCqPbFQw/F8hrMxyk2blu0ynI3x9TMr3L4jz1OzFfZ6Z5G9dY4RWzTeTa2KBjRJkpgsNIjqKjFNoTep89DZVQzHZVsu3iE5WA9ZlgLvXlGF/MaZFXJxndu39/B3355kqWrguB7D2ShH5soUGmuOEb1JEcghSRKR8VsgIMYT5mkkH2bLLSbycaxgHnilZrItH+fgcAZNkTm9VOP1t47Sm4wwko3x8Uem+fk7J4ioMktVk5iu8PePznBwJM2B4TVHDdv1mCo0L+le4Pt+4Eqx+f/ndurceglEpWWTiqqUWjZRVaYnoZGJC5cHy/GEHAKJbFwEdrQdQDZKMuRA4+v5ohq/UjNJRzWalrBkczw/lE80LEHQd/UnadkeckA+Y5qCJInzvGYow6HJEjVDJOddWG3QatmYtsujk0XimkoiolBqWHg+yD5kYxuIcSpCoWGGmmrb9dDVtfu0ULcYSEVxXA9FklioGGTjOkagXS037Yum0F1YbTBXbhLTZJZqJk3TYXd/gm35GJNBU2cmpjGej3N+tYHj+lxYaXDtaIYHTq3w0LkCD5xa5tXXDj0jSXenFmt87sl5Cg2LnoRohPzikQXuOTjIbdt7rqhYZrsej0+VODZfpdK0sFzRrNawXGKawoGhNC/c3cfugWQ4uBApfzXmy02WaiazpZaQRNQtXN8nGVGZyMe5YSzL9nyCoZxID4yoMkqgxe1WgX8wuGpi/J/+03/ive99L3fffXeHy8Ly8jK///u/f9UNb5/73OcAuO+++7jvvvs2rW9PP23EO97xDu68806e//znb1r3hje8gdHRUW699dbLvv/b3/52pqamwtef+tSnQnu1CxcuMDExAYjGw9/6rd/i3e9+N8VikX379vGJT3wirFR30UUX//bQrvQeGE5zdK7CYPryUdDz5RYTPfGg8U5lJCsS7wBSEYVqy2E0G+Ozh+e5WV5rvHPVOMpAp2yr2LAot2xeFiTeTRUaSBAS5e9Ml/B8GO9NhDKJrZCNC8u2uunwxHSZew4O0ZuKkIxqFBsWpaZNbyoiwpDWpab1JiM8NVcBoH/v7XBYLE+7RXq8VcpNjexYlrphB3IKg21B1O/ugSSPT5VwXZ+opnDjtiwnFmr8xdfPU2xYfOnoAr4P/ekIP3nzaMf5Xlht4Hg+u/ou3uhoOqKTPhnZ/LnrQdPj+kFMuSmI8ULFwNWV0G/XsL2w2973hc64btokIwpzJYOBTLSjYuz77T8RK316qUY+qYeVVVWW6EtGiOtKmEA3mhMNcS1bEGVJkohrgjhfP5bF/ZbPkblKGPIhSxKnlmqs1Exs16MvGRGDIk3Bk6TQWaONfFKn2hKf2fN8WpZHfN2Aodi06E1FMB0X2/NZqZmM5mIYwfT+YtW4KGk9tVjFsD1esn+Ab5xe4fBsmbmywZ6BFGeX65jBDIYP3DqR46nZCl8+vsQ77t5Jw3T4q2+c56UHBrhjZ37L418pSg2Lzx9Z4Ph8lWtHMvz8XdvpSeiYjssDJ1f45yfnmSo2+YkbR0IyuxWWawb/+6EpTi3VkCWJqmFj2R5qUOG9YSzLeD6O6bg8dK7AUhACc26lTqVl47gerge6KtwlhPWhgixJFJs2hckShyZLW773evszLWiK0wJLNVm6suyF9iYSm7fduLt0yXUXfy9hxhY8b//bWL/e79y2/fqW8RzP2/H0vufvBa6aGB89epRqtcrExAQvfelLGRwcZHFxkfvvv5/e3l6OHTvGr/zKrwDiy/vABz5wRcd98MEHr+p8YrHYlqS4jTvvvPOKjjM5OXlF2yWTST7wgQ9c8efqoosunvsotSu9mShfOb50WZuppuUILWseHE803vUkdB6fKtGX1CkEfsIjOdF49ypOhftKo7eA0vlf+HSxiWG7HBjKUDVsCnULx/PZ1hPH932OzVdRJYkDW/gXr0dPQmO1ZnHoQhFVlrlpPIuuyPTENeZKTZarBvlEBN/3Kaxr/MondYoNU/gSj97Uccx9/nkOWf1EVYWpQoO+ZCTUGQPcsTPP104uM1loMpgRdnU/f9d2vnl2lXsfmeL8SoOfuX2cF+7pQ1c7iczx+Soj2eglyX47zjixZcVY2LitR6VlowWuD5Vgyh+EVMBHpNrVTYd8MkKlJWzVVhsmvalIR+XZdDwUWcL1hb1bsWFx3WiWQsNittikPxUJdcQzlhgQteOn68ZaKEo8Ipr4rhuNk4ioHJ4u84prBpEkCdfzObNUF+4ZVQNFlpgutdjdn0TZghjn4jqW4yHLEqWmhSxL+L6ojErBZ+9PRSg0LFqWGwwEJBqWQyYmKuRbeWCDaO5MRFSuG83w1eOL9MR1pgpNXn1wiNNLdWaKLUZzMQoNizffNkYmpvEvx5YwbJfVukk+ofPGW7dddbV0pWbyjTMrPDEtAkreetdE6GMNwn3hVQcH2d6b4O8PTbNSM/np541vunds1+OfD8/x6cdmadkuewdT3Dye44axHDv7EtQMh2PzVY7NV7jv2GLgCuGE9mepqMqL9vRxYCjNzr5kmDq5Hr7vYzoijKNlrwV0tL1+Hc8Lk+ScIJzDCazSvC280PzwuJuvi88W23cQ1i32uUTKh+9vJs/QSdYlOrdZT64liWdkRuB7gasmxh/84AfD5+0qbxvT09Md678bYtxFF1108cOK+bKwwIrqCobtMXwZD+N2450ZhEO0G+/aiXfz5Ra5uEZUlZkrNtlpHgv33arx7uhchaimMJ6PM11oYruClI3nRSPecs1AVaTLxutm4zpnluocmixy83gutMtqh0FMrjbYO5RCkeVNlm2uJxr38qkB3MQASmMJEDrjbyq3oSpQN13GeuId/sQ3bMsR1RQOTRbZ0ZdkttREkSVetKcPCfjm2VVedmCAjfB9n+ML1cu6F4QNdltUjBvWZu1x1bCRZOFfrMrCA1osd/B9YWVWaFjs7E9SadlcN5JhptTCcr2OBquWLRwd5EB2UWnZDASkc7bUYiBoeIvra1KKmukQ0RRqwTmDaOJrWCKgZDBIp3vjrduEBZYC51frxHWFxYrJeD7G+dUmvQmd3lR0EzFOR1Uc1wdfeCBHVJmoJlNqrJHk/lSEqmFTbdkosmgsLDdtdvYlw4jyjai0bKYKTW7b3kOhbuJ4sH8oxYOnVtnRnyAdU5kpNdEU8R7D2Tivu2mUuXKLN9w6hu16fOaJeUzH7ZCjXAnmyy0ePLXC0fkKPXGdH71+mJu2bU52bGPvYIpffPEu/u7hKT704Fledc1AqOU/PF3ma6eWWa6ZXD+a5Y23jXHtSKbDxSWX0LllIkdUkzk8U+b8aoNUNMqBoTT7h9Ls6k9u6fqyHpIkEdUUoppC9rv6tN9ftAmy3451Dp63q79rVWIhGfLXbROs6KgUtxc/5wI+PO8SpnhddNFFF/8GMV9u0ZvQwynxwcs4UsyVDdJRlUJd6EFHsqLxbq7c4gW7+5gqNsWPddkgZ84Qt9dNuW7b3OR7ZqlOOqrSm4zw6GQRXZWRJYmRbIyvn1mmabnkEzo7LxPD2xPXmS42SUZUbp1YC9AYzcWQJYnJYpM7dvUSUWVm1zVjtRsNV+siBEIeuQFO/wsA49ZZvMjaj6OmyMyV1oJEkhGV3QNJDk+XuWtXL49NFsOo44F0NKzIbSRMM8UWNcPhwNClyX7NuFTFeDMRq7ZsUlEtkF8oYax33RTEOKoplJoiAMSwXUZyMYxTLq7rdVS0DdtFk0UyWCam0bLdsFK2UDHYNySqmXFdCZvvig0RglI11vTk8YhKM1h/YCjNQ+cKLNcMIoHDxWypha5INC2HVx8c5i+/dZ7lmklfOtrhtgFBFU8S6WMrNZPelE7L8ig0LDRFVPWGszHOrzawPZ9URA0lJG15yVY4t1yjbjrctC3H8YUaA+kIE/kEX3hqEVmSGM3FmSu1iKoijCIX18jENOK6iuV4XDua4bOH5zm/0rjiUA/X87nv6CLfPLvKUCbKG28d4+Bw5rLafhCWinfv7ePeR6b5rc8exXGFM0xUUxjLxfm1V+zhlvHOAZfn+ZxcrPHETImTC6IXae9gijffto29g6lLyjLWo10trhkOhu1iuR52oF0Wj2tBGa7v4wZRzV779YZQjXCd5+P64HpCwuFt3Hbddm3y6oXEdwvSy9YV6GcCz8mAjy666KKLLtawVuk1yCf0y1aM5sst+lMRzizXcTyfkVws9DUezsZ46FyB523v4cmZMgfdNTcKHwlptLNnwvd9JgsNtuXjyLLEVKGJpohgD12VOTxdwfd9BjMx+lOXdsrIxXWWqyY7dybpX6eT7ktFA0LbJBvXSAQa6HY4RkxXSEYUVusme0khDd0QEuMJ6wyO67NaN0noCrJEaPfWbgJ7/o48H37wHLIsYQfb9qejoQXbUtVke2/nz9YTMyX6UpFNNm0b0TAdYpqyZQWxYTodlma+71Mz1kj4YCYa7lczbFRFIqKKBreIJuN6MJiO4uGHjYVtmLYnnCl8XwSDeIJcer7PSt0inxDvG9dVbFc09hUblggGMYRGVVVkEroSuk3s6k9xaLLE4Zky+YROsWmxWBGuJjFN4UV7+rj30amwgXAjSaybLroqIqpXaibDmRiLFYNiw0JThM9tXyoShnyosiDcIMIoVmomrudvckt4crZCRFXY3Z/k3kdnuHk8h49IXZwsNBjNxXj4fIFERGE4G0WSJBQJtgVOG8/bkWcoHeX86pURY8/z+eShGU4tVvnJm0e5aVv2iiUYS1WDzz4xx2Shye6BJC/aK2YmMjGN4WyMiXyi47rZrsehySLfOrvKclXcl9eNZhhMR7Fcj7PLdZ6YLtGy3dBjWAuCMNpxy01L/FtpWhePdF6/nxoMqDrDM8Tz9jqlrUOWpXAg3N5uY2yzokhhY58sSaFOWTSStmUPa6/lcJ0USiLCZeuWr993vfa5vbwtoeiQVUjPwYCP9bAsi49+9KMcPXqU4eFh3vrWtzIwsHnKq4suuujiuYyFisEdu3qZXG0wkrt8FPRCQIwbpktcU0LfYhA/0JWWzUguxmeemOMWaU1fbOX3EYl2EoeVmknFcHhxfxLTcUOZRjvY4/hCBQmJvQOpy5KHiCpTbFrs7Ot0rsglhGXXUlU4TwxlYhxfqFKsWyG5zQfOFAAM3RDum3ULZL0iM6UsYzmRrAYiUa7d2Hb7jh7+6psX+M5UEVWWmC236E8LKUBElVmuGmxf50Fsux5PzlQEqbnMZ7qYIwUIKcW4Hl/32sXxfEzHxfP9sFoMUDccQHj6rq/oZuIaiixh2J3EuGW7qIqEz1pzU5ugWI4XBqO0G/ZalkuxYTGciXJisUaxadGfEg197XtjrCdGTFc4PFtmR28CyxH63HYan6II0rHasNZFUXdei4giY9kepabFYEaQu2JQMW7bhPkIeUzDclgNJBeKLOF4Qlvev6G59MmZMrlgv0rL5sBwmofPFRjKRDm7XOembVm+3HK4sNro0P1u70vw0NlVfN9nR1+SM8u1S32VIb58fJETC1V+9s6Ji9oPbkTLcvnX08t848wqw9kY77h7Z9DseHGcXa7xD4/NcmqxhiJLpGOiCbXYsIiocugrnIqqpGNaOGCwXaEHtl0Pw/GIR1T6UsKBJBUR+ySjKnFNQVNFwpyudD2Jf9D4rojxH/3RH/GP//iPPProo+Eyx3G46667ePzxx0Mdyoc+9CEOHTrE8PDFrXO66KKLLp5LqBl2GN38rbOr3Lmr95LbG7bLSt2iPx3F8TzyyQj5hM53pkr0JnVKgV3acDbGhZUGb3FPhvtqE5v1xdOlJobtsH8ozUyxJRp0fNF41zQdpgpNZFni2osEe6zH6aWa8GDeUFnOJyJENFmk+wXWcodnyqw2hO0atC3bAqeKoes79t/tnmOqPMxN4znmSk2SEYWl6hoxHkjHGM5GeWyqxN6BNDPFJjdtyyFJEv3pCEu1Tm3r8fkqhuNyw1j2sp+pfhEPYwj8jdf52lYDD+O64WA5fockpmY4eIEbRdNyqbVcVFlCQjhHtCurbbQsoTH2PD9oxAPPE1U+2/VC+Um7Ot2wHEpNi229cY4t1JgqNAJirNIIpBTbeuLkEzoRReb8SoOKYVNqisHJnoEUi1WTvmSE8yuNULe8HjXDJqYrNEyblZrJtSMZWpZLqSkqxrm4Rjq4Vtm4xkLF4Mxynagqs7MvgRQ0+a0nxqWGxXzF4JbxHCcWqmTjGsOZKKWmxUQ+wbmVOj9y7RC+LyKtX7i7L9x370CKLx9bYr5isKMvwTfPrnbMJGyFcyt1vnpimf1DKcpNC9v1LiljeGq2zCcfneGJmTI+Pnfv7efNz9sWNjpuhZph8/knF/jKiSWapsPeoRR37uxle2+CXEInFVWfE3HVXXTiu1I+33fffZsszz7ykY/w2GOP8frXv57Dhw9z77330mg0+IM/+INn9ES76KKLLp7NmA8SwRK6Si0gyJdCW6dpB5rU0Vw8TLxrW7ZlYhpxTaFSXGbQWrORlLdtduA5uVAjoiqM5uLCpi2ICx7vSXB0viosyTSFg8OXdqQAODxTZltPPPT3baMnoZOMqNQNh3LToj+wbCt0WLbpaxXj9DB+fG2AsMc7J0iororp6FSkQ6+qyKIx0HJ8KobNbFAhBRhIRVle16zn+z5fP73CNcPpTc1lW6FuOluGOvi+T8NyO9ZVDVu4UbRsZAmG1jVRtgcsvUkdx/VZqhlENRnDdojpaphY1oYRxCm7vk+xYRFVFUzHRQhiCOU27YpxM6gY78gnUWSYWhV5AYmIIN1ti7hMTGP/UJqa4fDkdBnb9YmoMrv6k8yVWmzvS6DKEqWGzUZUDeEusVK3aFgufSkRJlGoiypoLqGTDq5pRFV4crZMy3YwHJfPPTmPKkssbWjAO7dSo2E6XD+a4TvTZW4cE7KGQsNiz2AylNzEdYVKy2ZoXbjIUEbooE8v1djeK4j3+ZX6Rb9L1/P5+MNTzJdbTBeafPaJef7ky6c5sVAFxGDkobOrfPrxWf7yG+d5+8ce59c/9RRnV+q8ZF8/73zpHgA+8NUzPHR2dZPDg+v5fPPMKu/93HE+c3iOqCrzs3du512v3s8rrhlk90CK3mSkS4qfo/iuKsanT5/m3//7f9+x7DOf+QyZTIaPfvSjxGIxrrvuOk6fPs3HPvaxZ/REu+iiiy6ezZivCCJbDqqN61PFtsJCuUVMC4IYvLXGu9mSSH+bLAg5xoVCgx3Gsc6dt2i8O71UE44FgVVcTJOJaiqZuCb8gT2f3lSE0Z5LTxuv1EzmKwa7B1KUGlbHunaz1HShyVSxQT4pLNtWa53OFOWmHVbwpOEb4OxXAZiwztKyRIXVcn1SUa3DmQJgPJ9gvmywWDFoGE6osR1IRzm5WA23O7NcZ75i8BM3jVzy87RRN5wtmyGblovv00mMWw4+QgYR1ZQOP+rVuommyPSnopxbbbBcNUnHNKqGQ0yTWa51EtGW5aIEmtBw25YTRGOv1abaIR5Ny6HYsLhpW45ERGU+GDiEGmTXI6IqjPXEsV2Pt794B+/6pyPIEliOz/6hNKeWauzoTaAoUofcY/21yAXBJLqq0JeKUGmJqnNUU8jGdDRFJq4rnF2u4Xo+d+7MY3se04UW51caoX1dG0fmquiKjCxL1AyHm8dzOK5HpWWzuz/F8fkaZ5frxHXRRDiwIaZ6V3+S04s17t7bz0g2xvmVBteNZrf8Lh86u8rjUyVetKePX7x7F6bj8S9HF/nf355iJBtlpijSGTVFhNyosszP3TnByw8MhBHTd+/r54FTy3zx6II41t4+tucTHF+s8sWnFji7UkeWJF64u5efumWMgSvwJO/iuYHvqmJcKBQ6Eu08z+Ohhx7iRS96EbHY2o/A7bffzszMzDN3ll100UUXz3LMl1uMZKNhxPPl7Kbmyi36UzrLNRPH8xjJxSg1bZqWy1iPsGobzcY4PF3moHs83M+I9kF2vONYnuczVWgymouhSBLTxSa+L4X64hMLVWRJYntv/LJd80/NlklFVXb3Jyk2O4mxqsiMZqP4iOnw3qSOqkgheQPCJrbCFnKK7c5ZDMcNZXeaIrFUNToqdsPZGKosMZKNcnalHmql+9MR6qZLwxRk+QtPLbBvMHVZfWgbF5uab2zhb1xt2SiSRNNyGUxHOuzXig0LXZEZykZpmi6PXigQ00QVNKIpGI7X4f9qBil5qiyzXDfIxjWqho3j+sjrvgpZloiqCqWGuAd6Ejr5IEIa1lL52s4V4/k4k4UmO3uTxHQVRRbR06M5ce+M5GJEVJly097kR7vmvywq4pmY8M+2HI9SwyIdE++VjKicXa6zrSdOOpCODGWF5vvBU8vh9+b7Pk9Ml8gmNM4u19nZlyCfjFBu2fi+uCe29wo5hSJL+P7mxr39g2mmik2qhs2O3sRFK8Z10+HvD02Tjmn8u9vHiWoKmZjG628d456Dg/zLsUXOrdRxXA/fh9fdOMoH33wjb7xtW0iKAXRV5pXXDPIrL91NKqrygfvP8PqPPMxvfeYop5Zq7BtI8ysv3c077t7VJcX/xvBdEeN8Pk+xWAxfHz16lFarxS233NKxXTQaRVW7hhdddNHFvx3Ml1sMZYQE4nLVYhDEOKYpNEwRKys8VJshUSk1bYazornthnXBHt7o8zY56y/VDKqGza7+JItVA8N2RfRzTxzP8zm3Ugd89l/G0sz3fZ6arXBwJENPYk3nvB5D2RiqLDNbapFPRoiqSigjASG3kCS2bMDr91ZIuRUWaya5uIYHoftEGyPZGK4Pr752iIbp8IUjC4CQUoBwE7j/5DKlpsWPXn/lfSwXJcYB0dwopUAS12N9hd1xPaqGQ0STQ330sfkqqw2TUsNCV6Sggr523VqWiwSossRqzaQnIVLnHM/D9zu/x0REYaVuhNexNxlhJbg27WS69vnuHUjRtFyW6yayBK4v9MsNy8F2fUZzcWKaiul4YbhJG+046ZYtgigkSSKfiGC7Pobtkg7cAuqmQ9MSGm45aCy0HJ9XXTPIctXkvqPiu5krt1iumQymo0wXW7xsv2i+LwYzDvlEhJ19Sc6vNHA8MZNQ2DAbsW8oha7IHJmtsLM/yUrdotLaXO3+6vEllmsmr7xmoIOwOq7H4Zkyr752iPe/8Qbe/uKdvOvV+3ntjSOXHKQW6hYLVYPeZIQfu36I//Lj1/D+N9zAb//Ifm6duLLI6C6eW/iu2OvBgwf5xCc+wWtf+1pAyCgkSeLFL35xx3bnzp1jcPDZ503XRRdddPG9gGG7FBuCyB6aKvL8y8Scmo7Lcs0kn4jg+j75mEY+ofPohSID6WiYCDeSizG1UmKXfTrcN7Ljjk3Hmy02MW2XfYNpJgsNPN9HkUTF+MxynXLTQlFkbtqW27TveixVTZZrJq+7aYSa4VBbJ2Voozcl7N/mKsKDORlVqbSs0GNYU2SyMS0kdBsb8Ha655gq7GI4G8O0vU2NXP2pCKosjHZvnejhwVMr7BtM88LdveiKxL8cW2S62OJ1N43Qc4XJWbbrYdjelhrjsGKsdzbfeZ5oXlwvo6ibDpbjMZCKMV1sIcuiEW6panBhtSEstJCYLDboC+zj6qaDqshENJnVusVoLk6laWEHrhzrm8ZiusJKzUSSRNPbYDrKmeV6x/k1g/MVumCNEws1pMDhIqIozARpepoik4wqlJs2S1WjwxqrZjhs64lj2GJQBsJCzvWEe0JbX1xuWmTiGjv7kxyZrZCJqixWTfIpnW09cf7l+BLDuTiFuhlqo+/c1ctE4BxSqAs/5piusLM/weefcqgbPomIylypFTYegpCVHBhOc3imzL9/wXYM2+Wj3zzPS/YNcO2I8CVeqLT4xpkVMjGdWyY6/YW/emKZQt3kl1+6u+O4F4Pv+/zLsUX+9fQqN45leeXBwSvSqn8/4fs+LdulEcyU1E1H+B07Ho7n43h+8Fy4Xzieh+cJf2rfF2EbXuBb3H7uesKf2PXF/e37QlPdfu6LN+5I0dsYztFe1l7g0xkCst77eP2+7c/UfvmiPX28dP+zz8HsuyLGv/Zrv8Y999zDysoKg4ODfPrTn+bgwYPcddddHdt96Utf4oYbbngmz7OLLrro4lmL9nR/JtCPjl7Gqm2+bIQRvJoshY13s6UmI9kYM8UmubiGKkOyeBzNX6uuKVsk3p1ZrqOrCiO5GIcuFInrCp4vmsY+8eg0luvRm4iwZ/DSllZPzpbJxDS29cSZK7fwfSi37A6i0ZZPLFeMwLItytG5KoW6RbxHDbaJsNp2kMhuw49mkYwyADudszxZeiE3bstxfL5KX1I04F03KjZXFZnBjJCkvGB3H03L5f6TS3zz7CrHF2qcXanz9hft4taJSyfdrUeYereFK0U98DdeP7VfNUS0r+t3Nt7VDAfb9cgmdM4s10lGNCzHY0dfggurTbb1xFAVidlii1sn2n7INqoik45pLFdNbtoWYabUxAt8jWuGQ0SVxfXTFGZLLdJRYYs3mIlSM2wsxyWqycjSWsVYkiT2DaY5Pl/BcUVssKbKnFqscc1wJmy2LGOzVDU77NFqhkNPIhI2fkIg5dBkig2LdFTFdj1KTZtsTGMsF+fBUyvs6k8xWWhiOh5D2SgDqSifPDTDTKHBSs3k4HCan7x5NHyfUtMK7egG01F0VWK6aLA9n2C21OL6DW4iN23L8VffvMDD5wpMF5sUGyardYvjC1Vef/Mon3tyHkmSGM1F2bXOnm2q0ODrZ1b48euHr4gUe57PP35nlqdmK/zkzaPcPH7pAeMzCTvQXdcDD+9GUJWvmQ5Ns73MpWGJdRuTnzVFQpWFtZva8VwO/Y7lwNtYCjyLVTV4LknIctuLOHgtie9+vW8xrPMfbr8m8Dymc/367cV24okcLl/zOl7bTiwbfJZKVL4rYvzKV76SP/uzP+MP//APOXToEC9+8Yv58z//845tFhcXuf/++/mjP/qjZ/REu+iiiy6erVioGMR1hZpxZY13c6VWENhg4fhi2tvzfObLBtePZjm1VGOsJ86ppTp7rTV9sS1H0Iau23S8U4s1ErrCcCbGZEFEKY+kYyiyxNG5CookMdoTv+SUsu/7HJ2rcO1IBkmSwmpsqWFtIMYRdEVhpW4KqUE2zuNTJQoNK2zI6k1FQs9dJEk04J1/EIBd7lnurwtJwWrdZP9QelMD3nA2yly5xV27eolqCm9/0U7OrzbC4IO7dl/aCm8j2lKCi2mMN/obV1o2lZbwqN1o1WY5YjDjej7pqNAWv3BPL0/OVHC8KDFdYb4iPrvlesSNZW6vfo099XkutOKM7vxJvu3k8X3QFZlK0+KrJ5ZFypzj4vmEaXjb8nFcT0gVtvcmietKWDEGuG40w31HF0O3CglYqJj85M1pqoZNVFeIqnKHu4fpuJiOR0wToSPqugGBHrgsqIrM6SXh2asqEtt6xP2ciQppxnypxUAqyq7+JAdHMvzxl08xko3xay/f03GPFRoWubhOzbB54NQKEhLVls3eoSQzpeam72JnX4L+VISPfP08N23LYrs+b7ptGx9/ZIo/+cppyk2LnoTOnoFUOIthOi7/8NgMe/qT3Lb98oMlz/P59OOzHJmr8NO3j7O7P8ljk0WOL1RpmGIAkolppKMa6ZiGLAlJSKlpUWraYqAjC0u7fDJCPikkL/mEjq7KmI5H03SptGzKLYty0w7uJ5ty06K+weklqskkIyqJiEpCV+hJ6Iz1qOGyZEQhrq+tv1jEdRfPHL5rIfDb3vY23va2t110/eDgIIVC4WmdVBdddNHFDxPauuL5Sotc/PKNd7OlJgNpkXjnuj5jPTFW6iamI5rwvnpiiRfs7uOpmQrXemuJd83e68kondO9jusxWWgwlI1hOuIHWZEIfYXPLtfxgT0DKS6F5Zqozh0cEXZuMU3E9hY3aEHzCZ1kRGG2LIhCb0pHliQK63TCvUmdJ2fKazsNXR8S493ueZqWS0SR8XwhHzi73NloNZKNc3i6HIaktGyPF+zuQ5Vl/uXYYhhBfaWohw12W2uM4+uWO65HzbCpmw4DqSj5dXKNmmHjI/yIs3GNhbJMy/a4daKHv3loikrLIRfXBdH3ffxvvJ/fufBH6EHF/3qAr3yCVvpH+FT/LxPR4jwyWeRCocHL9vfz0W9ewAfuCDywJ3qEJGGq0AyI8VosNMD51QYXVhssVw1URRZNdQmN8Xycb58vkIvrFBsWs+tIaD2IxhapdnKHXl2VpXCa+/RSjZFsFNMR1eiBdARFkUhGFL4zXeZ523tYrBrkkxHGsjGuHc3Qm+qsAJYaFmO5GB9+8BxNy+XJ2TI1w2G8J8Hx+cUw8rsNSRLHLzQs7trVy33HllBkeMm+ft73xRPctauXmuFwbZCK5/s+f/2tSc4u13nNtUOXvSds1+OTh2Y4vVTjZ54/zkAqyp89eJbFqsHegRSjuRgtW0hCJlcbVAPP6lxcJxfXGMpE2TuQwnY9yk2bmVKTwzPlju9k7bOIGYpMTCMb09nemyAby5KOaWTjGqmo9j0jur4v3EtMZ012YbseTiC3sF0fx/WxvWCZ62F74tHx1qQXnTHTa3HU66Onw2XhcgJZxjoph0/wuv1cLH/hnl5esu+HXErRRRdddNHFZsyVWuwfSjFXurLGu9lSi4FMlEbgrTvWE+dMEKoRVRXqpstYT5x/ObrAj60L9lAmNvsXL1QMaobLnbuSTBaauJ6Hh3AtmC+3Qs3qdaOX9i8+Pl8lFVUZC1we2lXjdgxxG7m4TjauMVVoMrnaoDcZwfP9NekE0JeM0LTc8POtb8AbZQm3WcLxPDGNK0G5adOy3ND9YTgbxXKFfjIdU5kpNtnVn2QoE8V0BCnJXaG+GERVWFMkIurWcdCdjXcOhi0Iw1hPvIO41QwH3xdVzz2DKU4u1LBcj539SeFM0bTY1Z9ktdqEz/4i0Sfv3fJ8XlD9PBHf5Kv73stTMxVuGMvykn39/PMTcxydr9KTEIMfEUUthdX3REQJAzt83+eJqRLD2SjnVuqoMkho7BkUyYY1wyGfiDBbanV4RbcHCabjEdEU3HWxxHIQRAIwudpg/1CawzMVSk2L7b1C/nDTeA/3HVvk1QcHODZfZarQJKYrbO/tlOn4gW+z5wst7H9+5V7+/59+iu9MlwIZkfCAXi9VaZgOsyUxU/Cvp1eRJfjME3MYtsfzd+Q5v1Inqirs6I3jej4feuAsn3tynmtHMvzdw9O86baxi1q8tSyXv3t4koWKwc/eMUEurvORb5xDlWV+5aW76U9tPa1/JYOwpuVQqFs4npDHxDSFdFR92qTX8/xAUuGGsou62SnBMB1PzALYgggbtosVOHJcDmowI9COnxav5UCGQUd8dDt2Wg780SPaunjpduR0INOQA8mGJK1JO9bHS7flG0Nb2Cc+G9Alxl100UUXTwMiwc7k5bkBDs9UeN6OS0/ntiyXQsNiKBPF8Xx6kzrpqMZsQKoXKgaSJMhhc/ksGa8U7hvfeeem480Umxi2y/6hNFOFBjFdwXJE4t2Xjy1hOC4JXeHm8Uuf1/GFKvuHUh1EMBfXNjlTyLLEtlyMJ6bLXFitc+O2HJoid1i2taUXq3UzIMadDXgT1jnmyjfTl4qERGxxXdzzYDqKIotK/HhPgqlCQywPfkgXKsZ3RYxrhnCk2IrgNEwn1MGCaLwzbRfbE9rh9ai0LHzfp9yy2TOQQpJEhTmmKeQSQkM8kI5y7bEPQOMzHftOKhMMu7PoCGJ6W+0r1Ao38jf2y3jDrWNIksSB4TTfOLsaNoHJskQ6qrJYXfMyblcnZ0stVuoWz9+Z59ELRSTErIAaeMDVDYdMXDR1FhtryXC1oGJcM2x6Ejo1c23g4wVVwJphs1AxuGt3L0/NrhHjRy4U+ambR/j8U/M8cHqFp2Yq3DKRI6op7N2gX29YgswVGxZvuHWMZERlKBNFUyQOTRbRFInZUquDGH/z7CqqIvOrL9vNl44sct+xRQ5NFvn5O7fz2htH+O3PHmWu1OL9Xz1DqWnxnakyr71xhLe/aCefP7LApx+fZTQX72jK9DyfY/NVvnBkAR+fX3jhTnRV5n994zwRVeGtL9h+yYS9K5mZiOtqqK//btAm1O146ULDotSw1oiv7XYQXEkScqCErpKIKCQiKrm4RkSNElFFg2dEVTqet+VHWkB4tXVEuOu4sTW6xLiLLrro4mlgPmhS64nrVFo2I5fTF5fFtLbleiiyFEoeZkstxnriQmaRimJYLsPVpzr2lbfdtul4pxZrRDWRnPedqTK6opCJCV3iU3NlFEmib4MkYCMqTZEy97INHeK5hM50cbMWdCgXR1UkZkotXnZgkKimhA2IIBwVVFlitW4ynk9AbjuenkK2agDs9s4yWWgwmI4GwRgKi5U1YqwqMgMpoTMez8e5/8Qyvu8T1RR6EhqL1RYHriDBr42Lpd61160Pq6gaNobjIvlC0rEehboVEpXxfDzU59quTzqqMVNs8fzm13jxOlJcIs1Hhv8LR+X9eCun+Ljye9BcBeDOqQ/z9/mbwkjskVwM1xPT3GvXUmclqMYnIkroD31ysUYurmHZLroiE48oDGQioV67bjqkIioD6SiLVYNSQ8SP1wyHuK5QbFoMZqIizCSoinqB7vn4fBXPh+35JNm4Rrlpc/uOPBLQNF2yMZ1i3UKRJcZyMaaKLSbynYOIYt1ipWYymotx2/YeDNulYbkcHMnw7fMFXry3j+lCM2yibFku3z5X4EV7+0hFhS/xC/b08oGvnmE8nwiq/jK/9JKd1AyHLzy1wGuuG+TtL9qJLEu8aE8fn39qnt/+7BH2DabDZspC3cJwXK4byfAj1w9jOR4f+fp54rrCW+/aftH74pmC7/tUDYfFisFCpcVS1WC1blGoW2FKoiSJQWhPIkJvSmc8HycZFTrj9l8iohLXlS6Z/T6gS4y76KKLLp4GZkotUlE1rLxdTkoxU2qRjqms1EwxXZ+L47geC5UWz9+Z5/HJEqO5GMcXauyz1/TF5eROsrHN3fMnl6okIyo9cV3EE6sy4z1CT3x6sY4kwc6+5CV/UI8tVIio8qYKaS6+QSscIJ+IoKsyC2Vh2ZaIqJTWySEkSSKf1Flp+/nKsqgaT30TgL3eeb5WaHJwOMOhySKDmQiL1VbHe4wEQRXXj2Zp2S4rNZP+dJTBdLRDGnAlqBvOlo4UIJLv1lcMq62gwU5RNiXlrdRNPHyiqkxfMoIaJL3VTYdsTKPHXeGOU38Ybm+rCX6J3+W2Hc9noGTw4OIQzuv+HPUTPwlA1K3x+tbfk4jcAwgNtCRBcZ1eO5/QQ8/fmKbStMR1WqoaDGdjPDVbJhPXsF0xjb9UFU2RddOhLxVhKBvl0KRHISTGNqmouP9GsjFOL9VDj2crcKk4tVgTsdNxjVxc+FnHdIWdfQnufXQG03GJRxSuG80wWWiye10zXBuFhkmxYfLaG4fRFJm5kqj6v+baId7/1TP4HpxfXdOWf/3MCrIkdVgdDmVi3LGrlwdOLVM3beK6wvO25/mn78zRn47ylju2I8siJOavvnmBmKawWhdkPKYJZ5YbxrLsHRQRzis1k7/65gUSuqgUX64X4LtB+5oLy0OD5eBxqWqGVf5MTGMwHWEin+CmbTnySZ2ehE4urodE3g+kJ7brYdqeeHQ86qaB5XpYztoyy2m/9rFcF9sJbNdY0/ayTuvrr3tcM0270s93keVP45rdtC13RQ2T3290iXEXXXTRxdPAbKkZpI0ZZGLaJadlxfYt+pIRTixURcWtJ85CxcD1YCQT4/+U57luNMOTM2Vesa7xzhneXC1uWg5zJYOJfJzFqoHr+TQtl/F8nErTZqHSwvV8rrlMdfX4fJU9A6lNqXi5uE7ddDEdl4i65tyQT+qossxSdc2y7fh8lULDZFQXVda+VKQjuEMeviEkxvs5z98Um/QmhYZ5Z39yE9kdycZ4arYSTr9PFpr0p6MMZWI8OVu+5OfZiJrhhIl86+H7/hYaY5uW7ZKMaJs0kMWGjev5Ip1PEfZpEhJ1wyEd13in89fo/lps9Vd2/w5TF3bwmlQM0xEU4kTiVuz4XdzUFNfihfX7oFmEeA+m46ErMnPlziTBs0EK3HqN8UrN5MBQiplik4F0lMlCEzzhe1s3nTX5CIK8tCvN7eUzxSb7BtOcXqpTbgqnBd+HTEzl7HKN/cOiwU0QYzHoy8Z1Ti/VuHtfHw+fK3LtaIYLqw1ed9OaRVsbpxZreD7cEkh45istoprMS/b189ffmuRooGlvx45/88wqr7xGzD6sx917+/jOVIl/ODTLy6/p58vHlzg8W+Zn75ggE9MwbJePPTxFT0Lnl+/exZ8+cJZEROWV16xlKTiux0PnVvnysSX6UhF+7s6Jp0WKKy2bkwtVFqsG55brLFYNVmomrUD6oCkyqahKOqaSCu6jVFR4fPtAsWGyWDWw3TVy2ya9V6IP1hUJXZXRVSGR0FUZPXiUAk2vhIQmgyzJ0Nb4Isao623WLoanW5m+kr3bCYvPNjw7z6qLLrro4ocEs6UWt07kmA1ieC8H0aAXpW46ZGIaw9ko35kqE1Hl0PFgrCfO5x45zjZ3OtxP37G58W6m2KJhOewbEsEeUVXGcn225eMcmirQsl10VbmkT2vLcrmw2uCnbhnbtC4XNIFVmjb96TXC0puMEFHldZZtMZ6YLlFsWGFEc29A/kOsa8CbYIFGtRS6QURVmcWK0eFSMJyNYTrCS3csF2e62OS27T0MZqJ87ZS1iaxfCjXD3lQNB2jZwh5tvV1bqWHRNF129iU7SJrQFlvIkrRuVkAQjJpps6v2OC/1vx1uPzXyI3xdvZOoViQRUYhoCpoic2qpxlOZfxcS44hvwGMfhRf+Z5qmQzyiciHQVIPQW7eDVuK6StN0cV2PQsNEUzJUWg4HR9LMl1vULZeYLrFUMULCrwYNU4WGGKTUTQdVlrBcn4le8V1VWnboZzyQFoOcVx4cAsQ9MBmcjyRBXFdEo5ok/IM93+fgyOZExSdny/QmI6Gn90LZYDgTI6arvGB3L984s4rpaJxaqvLEdIVsXOP2LfT5qajGa64b4l3/dIR/PbVCPhnh/7ppJHRZuf/EMi3L5T+8cAepqMYt4zkeuVBkOBMLpQvnVxs4rs8dO/O8/MDAVTfF1U2Hrx4XntqFukk10GvnEzqDmSg9cZ1UTCOqyqE3sLSu6azt5ytJEnFdDsltm9S2n28ku2skWEJX5K6c4nuMLjHuoosuurhK1AybctNmNBfnkQuXT7yrGcLPdCgTQUIEe0RUkVYm9MUtNEWiLxkhvvw48rqJytTuF2w63nShgev57OxLcmSuTFRTUBWfvmSEw9NlJCAVUdjdf/Fgj3MrbTu3zdvk4kKXXGxaYTIdCDu2VFRjptik3BLxwpK0VpVsb1OoW2tkd0MD3pBxBsu+MwwssF2flboZxvwOZqLIkmjA25aPc2yuEi73fViqmKE++3KoGk5H8lsbjcBTdn31cLFq4Hh+qHduo2WLzn+AgUw0tJ9SJYl6y+aFMx9eO66U4Mujv8zSokFEE3pv23GJ6wpnl+osxPZwPHYTB1rfAcB74mPIL/hPoaShGDRgJSMqw5kYjuuzWrdIRBQcz2exJmYYik0rTOeLagqOKxIPZ8stHM8nGVGJqDKyJIU6ZRFoIgfXMkYyonQQ43RUpWrYbAt0123LN8/zhYZ6Z56zy3Ucz2ey0OSa4TTyBp7muB5nlurcMpELSdxi1WA8+L5unejhqbkKq3WLP73/LPuG0vzCC3dclLDWDYfnbe/hDbeOMbKuua7UsHj4fIF7rh0MY6zjusI3z64yV26xpz/JQCbKS4P0vEz86pLtbNfjayeX+dyT8xQbFomIys6+JHfsynPb9vxlZ4m6+OHC9+Tb3L17N57nce7cue/F4bvooosunhVoByekoirVVmcT16W2b1kukgRjQXDCdLHJ9WPZsEu/0DCZaB4N96trPSR7tm863smlGlFNYTAd4UtHW8Q0hW09IkXvxGINRZYZzydQLlEhO7VYYyy3dfhHVFNEo9YGL+NMTCMbV7mw6nFhpU4+GcH3JVZq6yQASeG6UWkF1mr5nbhqHMURzXy73HPMloWsxHJdVFlirtwKibGmyAyko8yVWuzsT/DgqZXAp1cnososVo0rIsbtQIutNMZhHPQ6YrNYMXB9ryMpDoQEoWW7YWJX1XCQJdHlr089wHDjWLjt/0m/meOVCC3bJKLKIpjDcklFVaaKTVzP51O8gt9FEGO5dAFn8iHKzT6yMU2Q34rBrv4kI8E9MlNsMBg4OMwUxH10fqUhEhIViUxMw3Q9oprMTNAwmYgogKhWt5sjq4aNLGkkIwrJiEo2rlNu2kSCiqQkicbQdlVc2PEJydBCxeBNt41xeLrMockiiiyR0FWqhtMRp3xysUbNdLh5m6gAu8HnuX1HDycWqixUDFIRjRtGsxyfr/L2F++8ZGLdkbkKt0z0cO0GK7avnlgiHVO5LWjge3yqyBeOLHJwOM2O3gTveMnuix5zPXzfZ7rY5NBkicnVBk3LxfP9IP3PYqbYwrBdhrNRXrK3j9t25DkwlO6GbTxH8T0hxr7v43ne9+LQXXTRRRfPGsyVWvQkNAp1C0niso4Us6UWPXGNxaqJ64nGu7rpUGhYbOuJ85Xji0z0JjgyV+EaZ01fXOu7meSG6VPf9zm9WCcVUfF9sBzxf+62fBzDdpgtCk/jPYMXD/bwfZ/Ty7WQWGyFnoQgTushSRLj+QSPT5W5UGhyw1gWTZE6LdtSoqq3WjcFMZYV3IFrUeYeAeCAf57j81WGMjFW61YYA33TtjXZx0hWNODdva8PgOlCkwPDaQbSURYqnc16F0PbnuxicdAAicA/2fd9FqsGiiRvivWuGaK5MBUVTg+Vpo2mCO/W8SP/M9yuImd5uPcnWCi3Qv/XiCqCQHqTESYLDZqWwzQ3U5dTJD3h1HHyvr9gof8/05PQsV2f5VpAjLPtyrnB9iAGeabURFPEQCKfjOB6Pr3JCK7nIUsS84FGOaGrqIpEVJVZrpk4rkfdcIioSjgAScc0Ki07THxr2R6aLOP5PgpSaGV3dL6KJAlLuOtGs2iqxMe+PU3VcFiuGh3E+KGzqyR0JRy4LNdEFd7zff73t6eIazLTxQbP25Ejm9ApN62LEuO5svBh/tHrhzuWL1YMnpgp81M3j6IqMguVFv/0nTletKeP8Xyc//3tKVZq5pba8jYM2+WJ6TIPnytwbKGKLIlBn4/499S0xODnBbt7een+fvYPpZ/Rhr0unp34nnzDZ8+e/V4ctosuuujiWYXZUpOxnLBY609FNjUObcRcqUk2rjFbbhHRFEZz8bC6N5iJBN6xffzr8Vle6J5e23HbZn3xat2i2BCRyrPlFqosYbse4z1xDs+Ug+qm1EE0N2KxalBtOZdMxcvGtU0VYxCOAZoiMVNs8rJ9A0Q1pSN6OK4Le6mVusnu4PjqyA0QEOP9XODzC1WuG8ty/nyDvYPJDss3EDrjI3MVYppCfyrCVKHBgeF0eK2uBG1inI5tnkZvWi4RVQ4rfy3bpdSwSOjqJkcKEfzhMpCOkI1pzJaaaIrMLc536Cmv2ep9PvlTRGNJqoUKPQkd3yPsRErHVL4zZbBrIInj+pzNvIobFj8FwPbC13nK+DmuGe1BV32Wq2Z4HWO6wmKlRSIgZcs1k6bpoKsyqiRhu8IPu9i0cH2f1UqLqCZ8bjVFVHXrlsNcuYXnQ92wQ+lMJqYxV2oR02XSUY2FSotkRGW1bjKUEe4OMU3h3HKd3oQe3uO3TuT5xKMzGLbLQsUIv+NSw+LoQpX+VDQk1TPFFpoM3zpTYFd/kjfcOsavfOI7fOPMKnsH0hybr26q0Lfx2GSRvqTOxIbZgS8fX2QwHeWGsSy+7/O5J+cZzsZ45TUDQROhxqHJIq++dmjd9+1wfqXBbKnFbKnJTLFJzXQoN20yMY2Dw2nyyQhxXchf8kmRWHe5f9ddPLfQHfp00UUXXVwFfN9nptTi7r39nFioholxl9p+Nmi8a1kug5ko/akIT86W6UvqVJoOng+juRjmzGEirJHR1O67Nh1vutikZbvsG0oxVWiQiKrUDYeRXIwvHV3E9SCmyZdsvDu9VCehK5uqo+vRE9c5t1LftLw3qaMrCgtlYT+XjKiUmzZNywmrar3JCKvrdMfy8I3h8+3SHEurRQbTe6i0bHoTEZ6cqXQkjY0EDXiFhgiYOL8qmsCGM7FN214M1ZYtghG2qPQ1Ah1vGzXDoWY6jGVjm3yfay0bxxWVWVmWRPpeXON1zU+vHU/r4YvRV7NHVzAsFy/moyoynicichfLBooisb03yfH5KtPDLw2JccIpcS1nOLdykIm+BMuBLEWShExiqWYS1YQTxkrNYLFq8sI9vcyVWjRMh4F0lFLTwrQ9Gqb4Dtq64f50hOKixVyphe/71AyHwaBinI1pHJuvENcVoppMw3RJRlVWaxZDmVhovTddaHD92Nq9NJGPk4vpVAwRjdzGw+cLyBKhDRmIEJp4RGWpZvKG20TYx8sPDPLRb17gFQcGeHKmwqsODm5qpjRsl8MzZV68t7/je55cbXBiocbP3TmBJEkcn69yYbXJL754Z9jsdtv2HN86W+DlBwZwXJ8vHlkQqXuIZMbRXIyBiRwPny9yYGean7p57Ko1yM9KeC64VvBnX+a5vfbcc8B3wfOCR3fD42WW+96Gdd7aI754XP+35x7Y/yM/6KvVgadNjGdnZ/n6179OoVAgn8/zwhe+kNHRzdYtXXTRRRfPJZSaNk1L6A6/emKJ60Y3d+avR7Fh0bCEC4IIRhBxw9OFJtvyCWZKTWKaQiqiki89Ee5nSRGSEzdtOt50UZDEsVycrxxfQldlhrMxIqrC8fkKmiLcEy4VYHB6scbugUt7HGfjOsWGvWl5PhlBVSQWA8u24UyUYwtVVmom4/k2MV4LpwA6GvAUfPL106SjoqlQV2VMx2OlbobxvENtGUGpxY6+BI9OFgOtZ2zTthdD255M3tghBjSsTqu2paqBYbts70tsuiardQsPP5QglFs2e6VpDlhr1eJzO3+WVjGKrioYrhdEBEt4nrBX83xIRzX8wGt2OXsThpoi6gg5xav1J/i7xI2cWqyhK3JI/HsSOqt1E0mSSERUjs1X0BWZsZ44xbpFxXAYysQ4Nl/FdFwM28Nb5/nVm4zgU2Wu3MJ0PFRFCj9HJqZRMxwqmk0iKq7TaC7eYbWXT+g8fL7Aqw6uXWtVkbl1e45/eGyGc8v1MMji2+cL7OxNYjpe6M07U2piOR4D6UiYdPeaa4f424cmma8I27InZyqbPG2/fb6A78OtE2uE3Pd9vnBkgZ19ibCp9FtnV9k7kOzQ+N883sP9J5Y5dKHIIxeKtGyXn7hxhGuGM8R0hUrT5kMPnmVXf5L/+/kT4bn+wOHa0FiBVglaZTDKG56XwayB3RR/VhPsRvC4bplrXvJtnjVIDT13iLHnebzzne/kwx/+MK7rhssVReFtb3sbH/jAB5DlrjC9iy66eG5ittREkkBVpNBi7VKYLjaRJVGl9H3ReOd5PrMl0Xh3bqXOtp4Yk4UGe8y1xrvVzLUMK5srWSfna8R0hXhEpREECOwfimO7HlOFJp7vh9PbW8GwXSYLDX7y5ksXMvJJnZbthuEd4fKETkSTWakJy7ahbIzDM+W1tDugNxXhwuqa9Ri9e3CVKIorqqE7nHPUTRtdkfB8H1mC+bIRkl1NkelPCe3xC/b04ftwYbXBrv7kpm0vhpphk75IuIewNFv7TFMF0Ri3lUPHSs3A932Gs+L9Kk2L5xf+KVxvSRGa1/400r8uYbsejis8aVOKRNNyWKoa3L4zz4OnhL2YrsigaCz0vYDtC18E4Nr6Q7z0lt/ks4fneGKmxFSxyUQ+QW8ywqlFQZ4lYGq1yRtuG8N2fbSgKjySixLVhOWf43m43hoxzsQ1NFk0LFqOR0xT6U8L7W02ruH7BERYSDJ6Ep0Dmrbf8EZ5ycsPDPCpx2Y5Nl+l2LD44pEF4rpKbyqCEaS6GbYbDDg87trdG+6bjmnsHUzx+FSJVx4Y4BtnVrhxWzb00m5aDg+eWuaOHfkOXe+hyRJz5Ra//JJdSJLEfLnF+dUGP3/nRMe5ZWIaB0cy/NmD57h2JM07XrwrrAhbjsfHHpkiqim86bZt3z9SbNagugC1eagGf7WFtefVeUGKn1Zsxg8ZLmfa/APAVRPj97znPXzwgx/kP/yH/8Cb3/xmBgcHWVxc5OMf/zgf+tCHyOVyvPe9730mz7WLLrro4lmD2VKLgVSUpaqJpkjh1PTFMB0EMcyVW7i+z3g+IYiK67OtJ87XTi5z2/Ych6dLvMI9Ge7njGwO9rAcjwuFBumoRtN0kCVBJMbzcU4u1qibDo7nc/0lqthtm7ZLkWcgtMZaH94BomKcimhMN5pUQss2aS3tDjFlXW7Z2K4nCI+iYuYPEF8WbgwH/HM8MVOmPx2l0LAYDFwobhjLhscYzoprloyoDKQjnF9psH9INODNlzu33Qq1i1i1AdRNl+w67fF0sYkP7OzbfE1W61YgdRHXoFkpsCMgtABPZF/B4MAgmrpCIai2mrZLRJGDxi6J2yZ6+OrxJeqmIyrJvs/qyEtDYtzTmmTYneWmbT1869wqf/7gOX75pbsZSEd49EKRluWE3tAv2dfP4ZlySOpGsjF0VcZxRTXadNYa4DMxDUmC5aDpU/hQK+E6z/cpNW00VWLvYJq4rjBV6IwCNx2P/g2NbDv7kuzqT3JqqcYffPEEiYjKz94xwb8cWwo9vaeLTeqmGAhcM9x5P961K89HvzXJvsEUxxdq3H9imVcdHMT3ff7oSyd5dLKIKsvsHUwz0ZtgtW7yxSML3LEzH1aev3l2lf5UJIzVXo/+dITFqsFP374tJMW+7/Ppx2cp1C1+8e6dz7x+uFGAwhlYPQ2rZ8Rf6YIgvWb18vs/S+Ci4EsyHjK+tPYcScaX1pb5koKPjC8r+JISrFdAkoJHsR3S2r7iuURc10ls4bbzg8ZVE+OPfvSj/Oqv/irvf//7w2V79+7lRS96EfF4nI9+9KNdYtxFF108Z9FOvJstNRnJxracql+PmWKTZESl2rJJRlTG83GenBFRzBFVptKy2daT4MknnyDnl8P9Ijvu2HSsuXKLmuFw60RORFJHVCqGw3hPgn96YhbH84ioMrdcwm3i9FKNkWzssh6s2YBUrQ/vAOF3m0/oXFitc3a5LjS5gf61jd5kBN8X/sbtaqM8fD20ibE0yf+erXD9WJalqslw4EKxHiO5GCcWavi+z46+JOcDvfNwNsZc6fLOFFXDDpvANqJpOoxk1wY0k6sNIoq8Zaz3St1Elgg/x8TsZ1Hdtfd/tO91vDUdIarJrNYtJMQAJqHLPDVTZqI3QT4ZwfF8aoZNT0KnYbq0tt2N+7iK4osmwZHlB5Fjr+Oa4Qy6IvFnD5wVBLpu8v6vnKZlu2GUcN1wUIIAj4FUNJBdaJwPLMfWf4deUBU2HZfRnvXfoxZGDJeba/7Fj02WQimH6/tIEh3yDBByihvGsjieRyam8bN3bGdbPk6hPh0Oys4u11Ek6Elom4j187bn+duHpnhipsI9Bwf57OF5Sk2L8ysNvnWuwM/eMYHtenz8kSn+79sn+NTjM+QTephqVzNsnpot82PXj2ySvrQsl4fPFbhtoofHp0q8YHcfiYjK104uc2y+ws/duf2SFnEXhedBZRpKk+KveGHteWlSyB2eYbhKBEtN01JSNJUkDSmBKUWx5SiWHMWWY/haHLQ4aDHQ40h6AkWPoWoRVD2CqkVQVA1FC55rERRNR9WjYhtNR9Uj6JqOqioogaPKv0VcNTEuFou85jWv2XLda17zGj7ykY9c9Ul10UUXXTyb4Xk+82WD60ezPHKhuGW1aj0sx2OhYrBnIIXleOzqTxLXRSyvINetwO4tSnzh0bX3QSK3d3Pj3UyxieW67BlMcWqxhqoKq61MXOPIXAVVlsknIlsSPAhs2pbql3SsaENVZLIxjcIGZwpJktjeK4JNJlcb3LAthyqvWYUBISFdrZshoYxsuwkO/zUAO6UZppaLvPKaQc4tr3JgKM2Ruc0NeC3bpdS02dGb4OHzBZqWw0g2xtG5yzfg1QyHifzm1DuA+gaN8UyxSVRXNkkGQBB+XZHJJ3QMy+Hm5TUZxVH1GlYTe4jrKumoxvmVupDYuB6uD8WmzSu350Ukb+AikYnpVFo2iUwvF5I3sqt2CID++ftpjb2W/lSEA0Npcgmdfz48h2GLprjn78zzjdOrZGIaddMhosoi4U4VMcSpiErLcohrCobtEtUUMnENRZZYrZvIEJJfAFkW8cLtyvq2njhNS3g/102xzHF9oprCSs2ib4N0ZSAjYro1VWasJ0bLcmlYLvmAdJ5drqPIEjv6NmvZR3NxhrMxHjq3yr973jZiusI/fWeWr59eCV1P+lMxHjlf5Df+6Slumejh/37+RCi3ePh8kYiqcOO27Kbv66snlvB8+E+v2MNHvnGeTz02w8GRDF89scyP3zB82X+zIcwazD0OM4dg5hGYPfTMkF9ZhdQwfmqQVnSAitZHQc6z6Pcw46Qpk6KlpLG1NKlUip64Ri6hk43rJCMqqahKb/CY0LfW0HdxdbhqYnz99ddz+vRpXvayl21ad/r0aQ4ePPi0TqyLLrro4tmKxaqB6XgMZqIsVg1evLfvktu3bbIc10OWCInadLHJdaMZpotNBtMiJnpb80i432psB/3JzeT13EodWZLoTeh8q26Ri2uM5+O4ns9koOnduUUEchsrNZNy02bvZWQUbfQkdIr1LSzbsoFlW6nJS/cLy7aFSitMu9MUmWxcY2VdI5e0LhpaxSNRPEF/6kaqhkNvUt/UVDeYiSIFDXg7+8VnOr/SCB0rig0rJGFboWrYW3oY+75P03RDYux5wjs4n9xsu2e7HpWWQ1RTyMZ1SicepNeaDdd/Vr0nJCZDmSgnFqqoskzTcqm0bOK6wlguJryBZQnTcUlFFVq2R1RVOJK4IyTGqZUn8PvK5PJDFJsWrzw4yHhPjEcuFDkwlObscgPX94lpCjXDIZrSw6p/OqqJBDzPx8dnvtxiR1+STEwjospUWzapqLZJD68rMjXTJhFJhhHUIO6TVFSj3BQV7uWawQHS+L7Pg6dW6E1GGAy0ytWWw0LFCKvK+aRO1bCZK7ewt0gSBEHKb9vewxeOLHB6qU7LclmumeSTEe65doim5XJhtUw+qdOwHF51cDCURNiux4OnltEVmQ8/eI5sXGiKDw5nKDRMvn2+wE/cOEI+GeHNt23jpFs1fAABAABJREFUD754gs89tcAbbx3j9q0SKu2WqP4Wz0HhHBTOwvxhWD4WOCp8l5A1yO+E/C7o3Q2ZUUgNY8YHuWCludCMMVUymC+3sF2fiCoCbQYzEfalYwykI+STEdJRtRsB/X3GVRPjP/7jP+ZNb3oT4+PjHZXjz33uc/zhH/4h99577zNygl100UUXzzZMFZpE2npOn8tatU0Xm6SiKis1E8fzmehdC/YYzyf42slltvXEOTZf5cC6YI/6wC30bziW7/scn68EZEgCfEGoe+JMrjaoNIWm98DwxfXFp5ZqxLRL27StRz6ps1rbTIz7U1E0RWahYpCNayR0lYbpUG7ZoTa5Nxlhdb0zRf9+XFlD8YTTxTbrLFLQbCRJoMoSM8VWSIwjqvAwni01uXY0w1A6yvnVBq+6ZlAQ5iDkYitYjodhe1tqjE1HuEa0vYGXagZNy+XmLdL0aoGHcW8ygiJLKE9+Yu04WoavK8+jHdgtCLuLpsg4rk0x+I5TUQ03aDB0PZ+optKyhZXcU9Hb+Ilgf8l32Vl/nFj0tSxWxHXrSUbCABXX85ElCSuQP3g+a8Q4pvH/sfffYZKc93U/+qnU1TlOzjubA+IiJwJEYiYlJokiRSVLpijr58BL6VLZ9rVk/fyzfC3L1lUiqUCJSRQzmAAQOe4C2Lwzu5Nz59wV7x9vdc3MzuyCAAESlPo8zzzTXamrq7pnzvt9z/cc13FwXVGZni8IYpwMCf/hassmEdK26OFVWaZlOoykhVNKPCSipLNVg/FuISMZSIZY9e7j8YUy3zy5giTBFUNJJAl0Veb0cplMREeWhHzjmZkChmUTUmXGtyHGIOKhv3psiQfPrLBaEYOcQ4MJ3n/DqL+N67r81aPTfOfUCvv6YkiSxDdPLPPsTIHX7e5iV0+UbLXF55+d50vPLbJWbdEfD7KnN8rZlQoPT2TRVYX+RJCjswXK9SZXKefZVTtCPHcMll+A0ty253dJqEFIja3/JEchvQO69ojHiorruiwUG0ysVDm7UvF07A16Yg6jmTDXjKYYSYd9jX4HP3y8bGL8oQ99iGazydve9jZisRi9vb2srKxQqVTIZDJ8+MMf9reVJInnn3/+FTnhDjrooIMfNmbzNUbSYa8pTCH5Iv6ns/k6XVGdY/MlL7Y54gd79Cd0FosNrtuR5pmTE9zurP+Dlke3BnvkagarFYOBZJBsVVT0Kk3RePfoZBbTEY1uGy2uLsTZlSq7e6Pf8/RrKhzg7MpWL+PumI6y0bItGeTYQom1SmsDMQ5sklegaNST+4jlRWV8r3OOmbwYaOSqBgNJodve6L88nAr7Xrk7e6KcXioTuGKAnpi4dpdfEBXcRqUpyPel46BFdXg2X8ewXHZtU0WvNi0MSyTXYdSInf+Kv25p+C20VjTaKR5DKVHJjkY0TMcFF0IBhZjnM63KErYriCQI3e683MeqNkiPuQDAnsqT5APvJlcVThSaIhPVNVbKLYKqjCThpxHajusT40RIYzZXI6yraIrMjPcZC2oykYBCw7RJhQNbtKOSJNwj2hILSZLIeM4ULcumWDfpjenMez7I959e5bLBBBFd4eSiaCjrTwR5dqbAVSNJkmENVZF5ZjpPOiIGExsT6O4/vUK1ZXPLri729sXoiercd2KF68bSOJbLFRfcT0mSePNl/fzP+yc4Mltgd0+Uv3p0mt09Uf79vXv9RsJqy+Kzz8zx7EwBRZL4g6+fAYR05N/eMcZI6WlKz36OyCPfImjkt/vIXBzBJAxdC8PXw9A10LMfIj2wjfuW47hM52ocXyxzcrFMqSFmLXb3RLlhPMOunuglbRQ7+OHiZd+ZTCZDV1fXpmUDAwMX2bqDDjro4J8PZnKCuM0V6gynw5es9Liuy1xeNOhVWyZjmTBd0QBHZgt0RwMU68JBYiQd5qnZJzftG9+zVV88k6vRMGwO9MeZydcJqjItRaI/IVLiZEkiqqsXlUm0LJvpbI13XDX4Pb/fTESn1DCxbMdPiQNBjCMB1U9p60sEeWG+RLbaYi/i9bujOi/MlzYdz+m7HDxivJ8p7lso0R3TWam0GE6HmFqrbdp+OB3mhfkijuOypzfGwxNZcl4Vc6F48QQ8P/Vum4pxrSWa09oV49OLFZBgxzZ65HLTpOX58HLyS6jW+vnl9rwbZ8mlbbHVEw9i2y6aImE5LqmwhixJxIIqK+UmAVXBsGxUWUKVJQzLwbQcJmLX0ZP/AiCI8fOqRMO0/cCUdFhjrdKkLxFCU2S/ems7LtFgW0qhkqsaJEOakNWsVX0NdkRXMS3HH7BshGHZGLbj2+yBuLdrlSa5qsFSqcF8vsZqpcV1Y0mWy01+/OpBVEXiifN5LNtlIBli+lyd5+dK9MSCzBfqLBSbZKIBBpMh/ztSaZp8+5SQQJTqBh+4cYyrR5P85SPTuK6L5bpcto2bSl8iyHVjae47vsy3ZHFt/q+79mwKBREWfg1+/pYxbtzZRb1Soif/DJFzX4NPfAWaRbYRUWxFpBvSO6F7DwxdJ8hwZte2JHgjFosNnp7Oc2y+RM2w6YnpHB5NcXAgTn8i+JqpCLuui+W4WLaw9hO/Nz+2HQfTdrEdF9MW9n+Oi/e7/SMGARuX2Q4b1m947rjY3j6uK/a5fCh5yQCiHxZeNjF+8MEHX8HT6KCDDjr40UCpYVKom4xmwjw9XeD6HRd3fgBR2as0LWxHEJR2E9JsTpDq2XydcEAhpiv0FJ9b30/tJtW/c8vxprM1kIQrw+nTq6TCAUHOgYmVqtAwd0VQlO3/iZ9fq2FdxKv3YkhHA7iuCDXZWPnLRAJEdYVstUWpboppdJlN4RBdMZ26YW9KxNOGr4aTfwfAHmmW/7VU4K5Dw6yWm1w7lubxczkMy/GT24bTIQzbZbncZCwTRldlzniuGvefXr1oA16laYnUu+0qxoYgzWGvYnx8sYimSNs2ZeWqBo7r0psIwnN/t76i5yD0XY7lPEfbNjgTFe4clu3gOK4fRR0LapSbFromY9oOpuMSCwo3EReXqeSN3OwR46S5SrI+BUTIVQ3CaZW0F5bSFdXRFNmXpxiWs0lKUagbJEIqhuWwWjXIVg26Yzot08aFbdPd2gEuQylPYtGqcLDyCItzUxTqQ+TzPbzrxn185YVl/uKRaQaTIYZSIT/Y5Xy2RsO02d8f46svLPHua4b4wpEFMatRaTG+a72IdmxBhJPcfaCXb5xYxrAcYkFB1ifXaty6u2vbgQzAXQd6+fapFU4slrn3YO+me+W6Lv/47CzDtWO8ee002rMPw8IRkcB2MehxnMHDvODs5Lw8wutuvIHM8D4IXjqsZyMahs3z80Wemc6zUGzSFQ1w864uDg7GX9Rj++XAdV1vwGRTb9nUDIu6YXnfMdE0aVgOLcv2fm99btptdxEhBXPc9u/243UC67hiRkECP9pcQlTx29+4dtog7uZtxLqNZy/hImZRJCSSIe2fFzHuoIMOOviXiLm8CPaI6iqlhvk9B3tUmyau519s2Q5zhTpXjQxwZqXCSDrMVK7OHuOkv18+fRXJbSpUp5cr6IpMQJVxXOFffNVIkqVyg0LdwLRd9vfFL3o+Z1cqDCSCF/X23Q5pL9o3XzM2EWNVEU4E59ZqnFurkPEI9Gp5s2UbsCkRLzSynuSnYaOsnSId2cnp5TIj6TCOK7TD7Yat3lgQXZWZy9cZSIaEd+5yhdfv66Fu2ORqxrbWW+WmSSSgbGs7VWtZaIqEriq0LNvTjW+vu17x3s+Ykofph9dXXPk+QgEVx3UxbNGgpUoSqixT9SrSAU3cw1hQpdI0CSgyqizRMGxSkQDlholpuyx0HRYNW572Or30EJL0Rop1k+G0qLyfXali2S6aLLFWbRHWRIPfesVYo2U5hAMK/YkQJ5fKTOdqdMd0cjWDi4yVKNQNwgGVZr1K5NE/gcf/hMvMOpcBTMOnpRCq/J841XM9p5bKm/SwO3uinFous1xq8oEbRvn003N888QKA8kQ77hqgE8/Pc+ODY2gx+ZL7OuLcflQgq8eW2JitULdsOiL60ysVPjJ64a3P0nw/bprLWuz3KK6yvSX/4B3nPtHolbhovsDEO2DA2+DfW+GkZuQ1QD7LZsnHp3mzyYMfrE/+KJVZdd1mc7VeXo6z/EFMRtyaDDBmy8fYCxz6RmkFztuuWmRq7bI1wxKDTGoLjdNSnWTSsui6gUEOe56xRdXfBfb97f96oKnSjgeAW4TXduLKLddQVXZQHL9/SWxryKLo7jeEWUECZa8jWRvO3CRlPZxpPXjSuvnI3uvI3ksWtdemyFwL5sY33///eRyOd797ncDsLKyws/+7M9y5MgR7rnnHv7sz/6MYPCVHy110EEHHfwwMZMTDhIrZeFrO5y+dAPbTL5OT0xnJl9HVWRGM0KbbHrBHt86tcIN4xmOTa/yDnvC388a2hrsUTcspnN1YiGVuiGsuhqmw1hXhCMzBVqWcL24ejS57bkIm7bKRTW5F0MooBAOKORqLWCzRGNnd4zvnFpjOiccNhRZYmkDMU6FNTRF8oixIEhS70Fsad27d6g5gYsI3FAViaiuMJev+8RYliUGkyHmCg2uB/b1xfjic4u8+5oAsiQGK9sRY5F6t/0AoGasO1LM5RtUWhbdsQABdWvgw6rnzbw/921/mSvJSJe/B7UqI0mSn/RWaloENeEAocgSTdMhElA9VwiPjGsylZbFcDpMoWYIFwktAqM3wtRDAETnHyI28lYKddH02JcIUmtZVFsmuiaTrxmEAir1mrFJY2zaDrKk8rq93Tw7U+DEgiCi84UGQU2h1rI3Vdgdx6FQN9it5Yj+7Zsgtz448++/24D7PsKPD36Q35feS75qUPau7Xh3RBD7YoOGabG/P86bL+vn6pEUR+cKxIIq3d69MW2H2Xyd91wzLNwxUmGOL5SYydXZ3x/n/jNrrJQuLo358vOL1Fo2146leWhiDQmXQ2tfoeex32OHtVUD7yM2IMjwgXcIWcQFA05dVfiZm8b4i4fP8+cPT/GLt41vKzmpNE2OzBZ5djrPWtVgIBHkjYf6uXI4uSkV8sXgui7lhsVCscFCscFKWUhWcrUWpkd2bS/VUPUGde0kxYYpKr+WAzK0+2+xXRdVXt9elsXydjW3XdFt33fXo7qOR45FBVhClsVxJXnzc3mdDV8UsoTnq93+Ed9dySPPsneINkFOhLb3F/9h42UT49/+7d/m7rvv9p9/9KMf5eGHH+buu+/mc5/7HLt37+a3fuu3XpGT7KCDDjp4rWAmX2M0E2Y6V2MgGdqkcdwOc55Uotw0SYaE3vKRySyxoIqmSJQbwlHi7NPfJoDp7xfaefPW187VqbYsrh9LM5cXaXCWYzCcCvOpJ2eQAF3b3tcVRHpbvmay53u0aduIdCRAvrbVmWIwGUKRJebzDW7f2yP8bssGLctGVxUkSaIrqm+KGEbVqcR3kSyJhL9d9iSN1rpF2HB6vdmujeG0CPoA2NMXw3Jc5vINBjzCfNU2nszlprVt4x2IinGbUE5na1iWS3/39oOcpWITWZLonfuqv6w1fAvBaA9utYzsNa8BlBqCqK6Um8gSlJomY5kIkiRRbpqoikxQU3Bd0BWZ2XwNTRFEgl13+cQ4vvIkXbtsig3xmehPhDAth5phEw9p5KuGT+zXpRQqpu0iy3DNaJquqM59J5YBCKgyEU3FchwqLcsfMMzk6qSNJf6g+TF0O7vpfZtSAM1dv+fXLnySm2J9rHS/mWdnCtyxt4exTIRIQKFYNzizXCGgyox6A76jswUODsR9MrZaaeG40O+Fqoxlwjx6LoftuHTHdbqjAR6ayHLPoT4/2a6NsysVvn1ylVQkwK+/cR+zayXC3/41hta+uPWG6QnYeTuM3Qo7bhMuES9C6oKaws/dsoO/eHiKv3j4PP/q1nFSHjku1U3uP7PCM9MFAqoINXnvdWkGL+ITfiGaps1CscFsvs58vs5UrkahZvg6dxcXy3Jp2jZNw8H0qsCioiucWgKqmCXSFJmAIqEHRDBQWFcJBxQx+NJkAorshQYpaKqwTFRlCUWWURXJeyxmNdrP248VeX297AV8tIms0ia78jr5lST85YI3vzY01N8vXjYxPnv2LL/2a78GgGVZfOELX+C//tf/yi//8i/z3/7bf+Ov/uqvOsS4gw46+GcF03ZYLDa4cTzDIxPZTVPEl9p+R1cEy3YZ746gKjLTWUGu5zYEe8RW1oM9mlKI7l2HtxxvJieavsa6whyZLZIIaQwmw2iKxJnlCookGtWC2vZ/2s+uVAhqgri8VGQiAQrbEOOeuI4qSyyUGiRDGpGA4k0HG37ASE9M95vF2mh1XQYeMd7rnufhfI2gJrNSFsT4yfObXQOG02G+ezZLw7CJBzUGk0HOLFcYSoV8h48LUWlamyKfN6Lasgh7Vb7z2Sq269J7kVjv1UqTXfIS+tq6x7R82bsAsB1BHAxPy1msC99ixxVktNIwiegKlu1QN2wUSSLgzXkrssRSqYmuCu9hdt4J3/ptsc4x2N14nrm6GCANJIPYriD0PbEIxYbh64XbUgpdVfyp7YAq869u3cFv/NNxzqxUOTyS4tu1FSzHJVc1fGL8/Pl5fr/xH0k7G0hx/5Xw5v/Obz2hYJ3+Bv+V/4FiiWv8ocof8+DgGzkyU+D2Pd0ENYWd3VGemMpxZrlKUJX5mydniAVVnpkRFeN2hXq51EBTJLoiooLcnwxxfq3K4ZEkuZrJmy7r46GzOT77zDy/cscu3zWl3DT5uydmqBkW7712mOGExvC3PgprX9p8o/a9Ba79eRi9BdSXXo0MB1R+/pYd/OUjU/zJA5O84VAfy+UmT57PE9FV3n7lIFcOJ33t+3awbYdzazWOL5Y4u1JlJlcjW21RN2xMT3fe1vJKHvmM6gqJkEZvLEhXTCcTCdAd00lHAr43dTigEAoohDQFXVXQVbkT6vEq4WUT43K5TDKZBODZZ5+lVqvxtre9DYDrrruO3/3d330lzq+DDjro4DWDhUID2xHT2kvlJrfvvdBleOv2jisapEBiR1cEx3GZyde5e38vs/k6/fEgxbrJ7sa6peVi/ArG9a3SgPNrNXAhqCqYtkvTtDk4EGe10mStYmA5cKD/0vriXT3fu03bRqQiAU4tlbcs744G0TWFhUIDWZboTwRZqwrLtjYx7o7pHJndrP2UBq+Ec58FYA8z/OVygX0DGVYrTQ4OJPhmY4VSwyThEdu2lnuhWGdXT4y9fXGemclz74Fenp7OY9qOn4jWRrlhMnwRr+Z6S6Te2Y7LmWWRznYxX+d8zeAt7mP+c1tSCRwS/+9M20GTZU8KIvSgmiILLSVgWCLUo+2QAa5XnRMbFOumH+5idx9EifZBVVR5x4pP8EJISGp6YkEkhJtGKhxgNl9H8aamo4H1f+XtiGiAq0dT3La7iyuHk6xWWuiajOO45GstX6ay8/HfYMRZDyth31vgnX8JWpCmeZSn1Gs4dsX/hyuf/HcARKhz0/T/5pHgrzKdE3KXMS+RcCpXo9a02D8Q5w2H+phcqbJSbnFktsjh0RTLpRY9MX09DCWuU6gbtGyHgCLz/hvGWCkbXvJdkHdePUTNsPjTByc5uVTmxp0Z3nQgA5/9GTi9bplHMAk//mew595t799LQURX+eCNo/zRtyb42BeOkQgFuPtAD3cf6GUoFfY/Yw3DZipbYzpXY6nUZCpbZa7QYLXUxLCFS0mbwCJBJKAQ1YP0JnSGUiFG0xHGuyOMZSKEO9Ztrym87LvR09PDxMQEt956K9/+9rcZHR1laGgIgEqlgqZ9740dHXTQQQc/CpjxgjqqTdEAM7JNGMRGTOVqRHWRBgcwko6wUmnS9HTBR48WGcmEeWEmy80bgj2agzdsOZZlO5xZrhANKhi2Q1CTqbYscZzZIi3LxsHl6ot0eRuWw/m1Gm+/8uXZamY8KcWFDhDCsk3xdbjdsSCqVNnkTNEd0yl4wSNtYhEZXa+I65go2Qli472slJvce7APWRIV8rYeOh7USIQ05vINdvXEODQYF44USNiOkDtsvB+u61JqmCTD21cOa4ZNdyzIbL5OuWGgKdK2U+O241JumNxlrzfdzaZvYkdIXOdqyyISVLBsl2rTolQ3cVwRwgEuhmUjIaqe4CKGSBIxXQVXEPSuqE6xYVJqWqR33ek7X/SuPkIx8SHx/kMaqiLRMCzSkQCVpoUsSYQ1ZdNAR5aETzKIqe0rhlOcWCqRDKroqkJQU8h6KYbVo1/gsuK6bnopcRX97/q4X22tGeJz/lz8DuLddzG+JrZNnf0Ml1394zw7k2JHV4SRdBjbdZlYqRAPabxuTzezuTpD6TAHB+J87dgSe/tiLJUa9G2QSJieZdhCocEd+3pJhgP80uvG+b/vO8MnH5/mmydWqBsWlabFTbsy/PwNg2if+yCcvW/9BsUG4INfhq5d297nl4JCzeCJ8zmenMqDBD938w4ahs3Z1Qp/9K0JTNvBdV1apkPNFNdGU2QsxxVx4dEAgwkxgGnZDkFNYSwTYWd3lLGuCMOp0Ca7ww5em3jZxPgNb3gDH/vYxzhx4gSf+MQn+OAHP+ivO336NGNjY6/E+XXQQQcdvGYwmxPBHjO5Oqmw5lczL4aZbI1MVOe52SKxkMqOrghH5wroqkwypLFQbHDr7i6OPP4AERr+foHxrf7Fi8UmpabJUCrMaqVFVFdpWQ6j6QhfOCKCIYKqzLWj29vHTWWFTdvul6EvBqExNm3RNb/xfYcCCl3RAKeWKpQbJploAEnabNnWEwviumJZWzsaHr4CBwUZobPsr59B4hZWyi10VWYgGWIqW9vUKDji2dsB9MWD9MZ15vI1QprCXKG+iRg3TWFNdbHwlVrLIqIrTKxUcL33sd39rDYtBswphu314JXloTexo73e0+uajkggnC82UGSZgCo6+S1v6rzStLBsQaAkJMIBofcVBF0Q42Ld2ESMQ+Xz6LV5muZegppCUJMxbId4UCQMumy1opMl/FhmEI2Yj0xm/fjrgCoa9zDqqN/8NX87M5Di8zv/M7/SJsUti6bpEFRlTi9X2HX9bzL81Yd8zfG92U/wP93f4i2X9zOcFpXU82s17uiJcqA/zp9Pnmd3T5R7D/ZxcqnMV19YZKnUZN8GxxQh7VHI10zf9nAoFeb33n6QLz63yLMzebpjEe7a38vNY2H0z38QJteJPPEh+JkvQ3p823v8YrAdl6lslbNeKt1KuYUqi6qxIkucWipj2MKPt+YlVRqW7SUOugQUEe6TDGleSIpDSFPY2xdjX1+cnT2RTT0INcMGLmEf9ypB9nTC61rg9Qa4f2764FcCL5sY/5f/8l+YnZ3lz//8z7nuuuv4zd/8TX/dpz71KW666aZX5AQ76KCDDl4LcF2XmVyd1+3t5uxKlbFtgiA2QqRfCbJWMyz296cIBRRmcnVGM2Hmiw1cV3gOn1h83N/PkAJ0792aeDedq2HaDru6I0xla6QiAfriQYKazKnlMoosMZgME7lIs9mZlQr9ieCLkvmLIePpQgs1Y8sxRjMRji2UmcrWyER0HNf1q5KAT5bXKuvEWAqEKUR2kK5NArDDnKRmu9QNm2rLYkdXhLMrlU2vM5wO8d0za37V+oqhJI9OZhncRmdc8prWLvZ+2813Ty3lCSgyAUXxPYc3otw0ucl8wn9uyTr1HeuN59WmIMaVpkmlaTKXr5MIa+iqTNN0vJADx2u8kwioChIQUCXyNRPXFc4dqixRqJswfgdu2+4KEfZRatxGUBMa02JNNPAZtoh+jl4wDe8Clr1OjPsTIQaTQZ6cytMbD6LKErlqC/uZTxBsrPjbLd34WywWE9iO62mfG5iOQzyksVxq0jW4j8dTb+O2/OfEPZ29j57QT3B8YYDDoylCnnXc5UMJDM994obxDEFN4W1XDPDxR6dpGJYISfFwaqmC7jWVbbQ9TIYDfPCmMT5405hYkJ+Cv3kvLB5Zf6OJEUGKU2Pb3t9LoVAzeGhizQ/i6I7pjGXC4vuZraHIEocGEmSiASZXa7wwXyQe0tjbF2NPb4yxrggxXeHZmSIPTaxRrJtEdQVVFeRSEO1LuGS8BiHI8jqBBl7cWaK9vk2yNzTrtbXubdItb1zukfFDAwmuGE7+UN/3dnjZxLirq4v77rtv23UPPPBAx6qtgw46+GeFXM2gZtgMp8J859QqbzjUd8ntl8tNUVlyXCSE36vrukxla9y4M8N0tkYmEsBxXMaqz/n7LUQOsSO2NWRiOif0xVFdw7DFdO7+gTj5msFquYXlOOztu3g1eGKlwsGBi+uPXwzxkCpIVc1grGvzoKBtnzadq7G/P44sSSwWGz6B1RSZdDiw2ZkCqKYP+sR4tz3Jw16E80q5xVgmwsMT2U3BIMOpMDXDplA3SUcCXD6U4JsnV1BlaYuLxaWIsWE5GJ57w1y+juk4RHRlWweLYt3kNns9kXAiei3J1HpVvtqyiHv2eeWGyUq5xe17u3lutohj2ICEYbueVZuMZbvIEqiyzHSuTkCTUWSJZFijWDcg3Eut6wqi2ecAQYyLdZPeeJCQprBqt5AkvFQyh2R4nWi6XlCD6Xkqt3HTzgz/dHSRkXQYWZIolitYT/8R7VpmIXkZ0uU/gfvd8xTrBpmozkKxiWkLT+RSw+TPHz7PnPFWbpC+TMAV9/Ftxb/mazOXc81YmqCm4LguyYjO5GoVF9jthcgcHEgwkg5z34llYroM04/QOvcIB46dYdRw0JwUPHFEBGsEExBKghaC0oKoED/3KbA3fHZSY/DBr0Bys+exSJkU7g+26zKQCLKjK+LLF2pNiwfOrvLEuRyJsMbNXiT1bL7Ot06uIAHvuGqIa0ZTlBomf//0LIvFBrfu7uamnRmSYY2J1SqPn8txZqVCPKjxzsNDXDuWJqqrNE2bckOkJFre9/57xatVsG17HosAmvXGP8dZn1lYD/jYHOxx4W/HFSZvfgiIs75s0zYbfrts2O7CY7w6b/n7xiui+G40GuTzeXp7e1FVlXj85f/x7aCDDjp4LWI627bVQkgYXkRfPJ0TLgtrlRYuMN4VJVczqDQtxjIRvnVymbGuCMfmC1xhnvD3q/Vfv+VYrutyaqksQj1wCQVkSg2DHZkIL8wXaZo2jgNXb2NZBkLCkK0aL8umrQ1JkkhdxLJtJBNBliRmczVu2dVFyHOmKDcs3zmhJ77VmcLqvRzmhN3Wbneav89XCOs6q+UmV3qWc9PZOgc8Qj+QDCFLIjQlHQmQiYpGplLDJF8TFdt2cEmxbqCrwhrtQtS91LvlUouW6aDIIuhjOxJdXJrkVqb85yfit3I4sk5Gqy0hLVkuN1koNai2LPb3xVBkyQ9VaJo25aaJLEnCocKryi6XmmTCAeqGTTIcoFgXZL42fLtPjHdVn+X5ag2IEdQU39nAdcXU/UYpRctykGUJx3E3JQeKBi+FxWKDnV1R9i79E3pj1d9v7rJfYdzzGi54xHix2GCtYiBLovkwV2vRMKM8kX47t+U+A8Dwyv0YsaNkq0OUGxaqLGHbDicXywynwv6ABuCqkSQzR79N4C/+PVTPogN3+DcE2L7OthW9h+B9n4HE5kjzc2tVvvrCEkulpgh18awQU2GNm3d28cxMnu+cXqVu2IIwyxGens5z/+lVHNflxp0Z7tzXSyigcGqpzGefmScWVPk3r9+NKks8N1/k6EyBtarBeFeE9103woH++CZ9t5C7fO9+xh28NvF9EeMHHniAj33sYzz99NMAPPXUU1x99dV8+MMf5s477+THf/zHX5GT7KCDDjr4YeN8VuiL54sNdFWm90XiXqezdfriOkdnS8SCKmNdYU4tlVFlib64zly+weHRFKeff5xbWZ92VXbcuuVYq5UWq5WW13QlghUahsNYV5ivH18CCXRV5tod2xPjsytiynrkZdi0bUQ6rG1r2dYbD6KpEtO5OqlwgEhAJV83WKk0fWLcHdWZWN08vawPXw3PiMchWij5c8THr2Cl0iQcUOmLB5nK1nxiHFBl+hNB5vJ1rvSmYK8cTvL1Y0s4ntTl0KCI8y02zIvqi6ueZ/JMrkY8pNE0bSIBlUhg67/E4Ll1xuZKMqfjN3FPdL2hr9K0RIOfK3HG81ne1RtFU4QYomXZNAzbj6eOBwM0LRtJkshWW+zvj1Gom/TEdD/Mw9xxBxz9H+IaOXXcuadh11sJqsIGrtKykCWotEzfy7h9LgFFRpKEBKQdelJpWYx3RUVAxdQyv1hYj7VeDO3B3HkPkYBwUGjHQ59aLNOyHLqiGvMFm6uGk0zn6vyd+mNcL30R3asa35v9OE9P3Uy22iIaVDmzXKFm2Nx9oHfTdew5/Tf8YfU/o7xsja0E1/wc3POfIbD+OXYcl2+cWOahiSx7e6P82FU7/bjqXLXFF44u8NHPP4/twh17u/jJa0cJaDKlukndtEmENPb0xojqKqbt8MWjCzxwZpX+RJC+uM7fPTHDWtUgHFC4fCjBT16f3uKx3ME/L3xfyXf33nsvhw4d4iMf+Qh/+Id/6K/r6uriE5/4RIcYd9BBB/8s4Lou59dqXDuWYtbTCF/K8kxExtYYTAaptEwOj6QIB1SmsnWG0yFWyi0sR8RDT8yu64stVDLb6IvPrVVpGjZ7vWCPTDRAVzRAVFc5uVRGlWV6YzrpyFaLN4CzyxV29kS/7474dFRnodDYsrw3rhPWVOY9y7Yez4Zrtdzyq9TdMZ3Hz+dwHNe/donxq3GQkL1J1e7qGWT5SlbKgnSNdYkglY0Y3tCAB3DFcJL7ji8D4pq3iXGpYV7Uw7hu2DiOw1y+TjIcIBHSiIe0be9p98J3/MflnmtxQl3CUQJxn2sti9F0GBeX6WyVmK4SDahIkoSuyr6tXqEm3lMipKG2JD9oYygVptgw2NsX9d+rPHSYuhIjbAuiHZt/EHgrmiqBK+QdiixRrJv+uYDQTQdUGdcVVnVtYlxuWIQCCj929QBT9/0JPe66Z/F3ej7IjeEAkiR5IS4tXNfl2EKJaEAhFFCRJUHy9/bGmCuqfDP8Vt5aE1rjPcVHuO+5h2mY3fTFgxydKzKcDvv3AYCn/5K9z/7eputak2M0E+PUmga6VSEpN1CNkp+G6CM2AHvugWv/FfQd2rTKdlz+/slZHppYIxnWOLdWZaHYIKKLQU65afLds2vEQxq7e2LoqkrVsLhuIL3pu+C6Ls/NFfnzh84xnROx40LrbnNwMMF4V4Tx7ui20eId/PPD95V896Y3vYkvfvGLWJa1iRhfccUVfPzjH39FTrCDDjro4IeNQt2k1DDZ0RXh6ekC112kMttGWzIh9HkiqQ1EhfLQYIKpXI1YUCWoygyV1xuK5sL7GUtvPfZUtiaqjSGNqVwdw3IYy0TIVgX5dBz3ovpi03Y4n63xlstfnk3bRmQiAY7NF7csDwdU0hHN1xBnIgE0RWatuh7v2xMLYtouxYbpx+1GY0mywRG6mjMAjBkTzLiwUm7iui47uiI8OZWnadr+FPVYJsJTU3k/WS+qq1w2mOC7Z1eFz7OHUt2kK7a9VVu1ZVFsmGQiAVwXIkF1+4S8ep7hylH/6Wz3HfTEdb+Dv60lzUQDKJLEXLnF3r4YpiOcDHRNodaysByROhhQZeKeg0G22sJ1YSgVYn6qQSyoUaybuK5LSNeZjF7D5aUHAOheeQTATx7LVluoirRFSlFtWX5yWVtjDaJ6HNUVdiR1Lq/8g7/cyOznVPxW3uANINoJhdWWRb4uIo8Xik3CAZnpXI0P3DDKzLN1vhh5F/fUv4Luivt78/yf86XAb3D5UJLvnl3j0GBiXZby/Kfhq/9h/ZpKCtnrP8r/qN5NfzqOoshYtrAvHEgE+aenz/HLN3TRF7QhnBY/26DSNPn8kXm+cXyFrmiAm3Z2MZQKYVgO1ZZFrWUxla0y3hXh1964j66ozrdPrvC1Y0s8cHqV3b0xkiGNWsvikcksxxZKdMd0fuGWHVw3nqE/HuwEaPwLxcsuHxw9epRf+qVfArbafHR3d7O6urrdbh100EEHP3KYylZRZYlYUKXUMBlJX9qRYiZXQ5UlshXRKLWjK0KpbpKtGuzoijCTrQnXheUKB83j/n6V3mu3/D11XZczS2VURdRVw5pMoS4a4Nr6YtN2uHwowXaYztYwbZc9vVsb+l4q0pEA1Zbtxx9vxFAqTLVlUWmapKM6koRf+QVRMQa2NOAVEwf8xzvMCZqmTdN0KDeFM4XrsqlCPJaJ4LhscqG4YTyD5cDEamVDNLOI4N4O9ZZNuWGxqydGsWES1rbXFzPxTRTWG9lOxG6hJ7ZelW+HdmSiAWzHpWaIeO9y00QCIroCrkupYVBqmFi2SzyoEtFVVsotQppMVFdxXVAkYe1WaYnq7tnYuta8u3oap7yC44W7LJeaXsiLs8mVotIUoSXxkEa5uV55LTeE/KZ76gukzGV/+cpVv4oryf5774oGyFYNFosNX/fcMm3fmSJXbZEIqSyaUY72v8c/zuHWU1zunGI0HaJuWHS3pSYn/gn+6V+DNyPgSgq8+xM8MfDTxKMRFkpNbhzP0BMPslpucdVIit5Miq/PIHyJtyHFruvymWfm+NV/eI7/8+A5aobJL71unHdcNcg1Y2lu2tXF3Qd6CajC3/lX79xNfyKEpsi88bJ+/l/37OOmnV2UGyZHZgt87fgyK+UWP33DGH/1M9fyY1cPMZgMdUjxv2C8bGKsqiqmaW67bnV1lVjs5Td5dNBBBx28lnB+rcZwOsRcoYEi86Ja3alsnb6EzvlsjVhQY0dXhHPZKooMw6kQ054cY/LUUVJuyd9PGr15y7HWKi2Wyy0SIY1a0yQe1rAdQbafmRFpcgFF5obxzLbncnalSk9Mv2jQxUtBxqv0bteAt7c3huW4nFut0uURxdWymJYH4RMcC6p+EEgbze7L/Me77HOUqw3AZbXcJBbU6InpTGywvkqENVJhjensOjEeyYQ5NBBjodBgJlf3wz22s18DWPKa5AaSQieueIOeLZj45vrjnoOcszL0bNCWt7XKPbEgTUs4UCTDAQo1E5BIBDVkRaZYN2hZDqbtkAhpRHWFhWKDrthG6YsgYsWaia7KnItvbsJsnvwamiwRDIiAjlBAxrQdYvr6e2xb0LXt49qoNC2SQYngE//DX7aqjzHdcyeaIvEPnvtCV0wnV2txermMbbsEFAnLcQlpCooscWS2SG88SN2wWNj/c7Tkda3tRxr/X5bWsgQUmVrLgjNfh8//PLhiYOEgsXD7/4O7/62cXBSNpAFFZn9/3I8MlySJew/2cXalyuTq9nZn3zy5wpPnczRNm4FEiN09whHl5GJZhG9YNl96fpFHz2V51+Fhxrs3DwgTYY3b93Zz1UiSluWwpzfKf3z7Qd5/4+gmz+EO/uXiZRPja6+9lr/5m7/Zdt3nPvc5brxxq06ugw466OBHEVPZGuNdUabWagynwn63/8Uwna0RVBXKTZNd3VHCAZXza6J5r1AXdk47uiI4M4/6+zjIJPfetuVY57M1GqbN7u4o88UmqiwTD6kkQyonF0soikR3XN+UKLYRZ1Yql7RxeylIRYQfca66lRgfHIxjOyJdLxPRkSWJStP0ySOIBrzV8uaKsTt4rf84TJNoZRJFlvxq857e2BY/47FMZIv2+N5D/bQsh6en8lRbFpbjXtTD+OhskXhQaGfTEU2EZly4rWPjnrvff2qM30m1ZdOzwYe35r237phO3bDRZFBliWLdQJHFYCCsKRTrJnVDSGviIdE4WaybjHdFMB0XVRYEVJKEK4QkSdjRfqrpg+unc/wLIEkkwyr5WouQpmLarqhKe6h6xDgWVCk31q97qWGyP/dNpMK6u8b9PT/NdK7BarnFqaUKX3p+ka5IANuB5+dKniWcg4vQdUd1lbphEw2K67Vix5jY96/94w04S7zz9L/j7tgM42f+AvfTHwBn/Ry+OPgfUK/8SaZzdfI1g4nVCpGAgqZI9MSClBomTdNmV0+UPb1RvnFi2R9UtVGoGTx0dlU0NZo2P33jKP/5HZexuzfG3zwxwx98/TS//7XTHJ0t8hPXDvsNmiDey0q5yRPnc/yv+yf5/JEFDo+m+NU7d28hzx38y8bLJsa//uu/zhe+8AV+7Md+jC996UtIksSTTz7Jr/zKr/C5z32Oj370o6/keXbQQQcd/FBQqBkU6iZjXRHOZ6vs6Lq0jKLcNMnVDOHV6cDevhiu63Jurcp4V5TprEhqS4Y0BgvP+PvNB3fT39O15XhT2RqyJJGMaH7VcUcmwlrVYK1i4Ngu+/u3J76FmsFapfV92bRthKaIxL5srbVl3WgmgirLnFmpkIkGCAUUmpazSU7RE9dZq27eNzp2FZa0Xq3trx5HU2RWyqKyvLs3ymqlRam+XgEd64owl69jO+vEaXdPlPGuCN86tezbnm3nSlFqmEyuVjk4mGCh2GAoGRK2chcS48WjSI2C/zTXJwYtG91IKk2LcEBIGgzLQZZkJNab41RZJhZUaZoOpbqJpkgi1rpQR5UlBhJBz9VC8+UORU8bHNIUlgbf6L9WeOERwlaR3miQctNC14T7xMYmskrLIhpsSyk2VIwbTfZP/Jn/vBwZY7LnHk4vi+juW3d3MZOri4AR4ORS2fcvdhyX3niQ7piO5bjUWkIHPbVWZefb/t+c1talMHtbx/nt1X/L27J/huSsv/7yTb/HU5l3kIpoHJkpsFppcma5ylSuxrdPrW6R2dx7sI+FYoOnp9evP8D9p1dpmg4TyxWuHknxlisGCAUU3nPNMB+4YYSgpvC6vV185N69HBxI8Mx0nr9+fJr/et9pfudLJ/gf357ga8eW6I7p/Modu3jL5QOdKnEHW/CyifFdd93FJz/5SR5++GHe+c534rouH/7wh/nUpz7FJz7xCW65ZWukaQcddNDBjxqmcjUUGeJBlXzNfNHq0rTXKFesG76+OF8zKNZNdvZEmcrVGM2EmVqrcsh4zt8v333DFtcI13U3VEslgppMrmqwqyfK0dkCLUvoiw+PbN+g1LZpG3sRz+WXgkxU37Zi3B3TCWqKSOULB9BVGVw2SSe6veaujZXAnnSKpeBu//l48yQSsOLtt6MrgqZInF1drxqPZcIYtsticd0hQ5Ik3nrFAIvFJg+dXQO2D/f4xollJAn294tgh554EMtxiQcv2HbiW/7DlhJhLnIIXRXV+jba0oWzKxV0L6jDRQyOdFUBSTQmBjWZvPd5MG2Hc2tVuqI6YV2l0jSFh3HDJNUO+UBUm2f67/VfS3ZtLi89QHdcp2naqPLWf9/VtsY4qFL2CLbruowufYNIZb1a/MzwzzKUjnJ+rUpAlbn7QC+9ceFdHNUVlopN4iGNbE34GKfDAXb1CEuz+UKDgKIwlavz7FyZvxr4PZYCo1vOBYS9Hff+PpM73k8sqGI7Ls9M58lVDQ70x/iJa0f47tlVL/BE8gdNA8kQt+zq4mvHlvxo8WrL4shsnplcnVhI41/fvhPN+74slRp8+uk5VistTi9VqTZN/ud3JvjC0QUk4Lodad533Qj/1527+a23HOAnrhthINmxXOtge3xf3j3vf//7mZub41vf+hZ/+7d/y3333cfc3Bw/9VM/9UqdXwcddNDBDxVTazWGUsK/+HvTF9foiemcW9ugL14T4SBDySDT2RpjXRHOnnh6k77Y3bFVRpGtGiyVmsSDIlUrEdKwHJfx7ijPzBRwAU2VuXHnxfTFFca7I9+3TdtGiAatrRXjoKaQCougC0WWBDn2Ak7a6IkLyUHNWG/ei+gqy/F1G67x1ilMe12frCnylnjo7phO2IvX3ohrx9L0JYJ89dgi4PrEqY3Ty2WOzhZF1d8LyGiT5y0kevLb/sNc9/Ws1F26Y/qm5si2dOH0coUezxrN8fTNuip7LhIiGKVp2Exn63zx6AK9sSC9cR1NkSk3LJIhQYhT4YDvEx0JKGTVPhhal5pcV/gqqUjATyO7sD2s2hL2bfGQRqVpCc1ts87rF/7U36YRHebp2J2MZiIsl5r0JYJoisxwKsxcoU53TKfUMEhHApQbFrom5A47uiL0xYMe4XZZLbW478QywfQA37rur3Avew/OBkoxH9rH4js+Czf+Mrma8OB+ZCLrf3bu2NfLTTszJEIa959eJRMNbJLZ3LW/l65ogL98ZIrZXJ2HzogI50Ld4MN37PKt6AAencyRigT41Tt3MZ2r8XtfPokqS/z7u/fwgRvHuGNvD4cGE/577aCDS+H7/oSEQiHuvPNO3ve+93HPPfcQiUR47LHHuOuuu16J8+uggw46+KFC6IsjTHka4RfTFwtCLNwrdvdEiOgq59eqjGYi5Osm1ZbNeFcE59xD/j4WKqn9r9v2tRuGSMqbLzQ8wqmRCKqcXqqgyhL9iSCZ6Fb/Yst2OLdWe8VkFG10RXVy2xBjgP5kkFzVwHWFhZkqS5vITndUyBC2REN3XeU/HrTmcOqiGt62HNvTG2NytYrjSSckSWIsE2bqAp1xMqxxaDCB48DESpX5DTHR09ka//DUHFeNJAkFFAp1c1My3iZiXM/DwrP+U2vHnaxWWpscKUBIF8K6wsRKlf5kCLyKcKVpoasyAVX2vW9jQY1qyyIYUHjvtcN+VHa5KezrCnWDRHiDlCKg0jBtuOr969e3fppR8zyO42K74mdj9b3WsoWUIigGUHXDxnz8/7fJiSJ3zb+n2BLe0+Wm5csYhtNhFgoNQppM03TIRDRapkN3TCdfN9nVEyUW0tjXH6dh2qxVW6TDGlFdpbd/COmdf85z73mCPxr7P/z+rk/x6av+mq+VxnFdl3zNIKjKPDqZxQGiusrhkRSqInPH3h6eny8SC2qsbZhdCKgyP3vzDpIhjf/94CR/fP8ElZbNWy4f4OZd65KjumHxwnyRG8czpMIBSnWDbLXFz948tu33ooMOXgwvmRjbts13v/tdPvOZz/Dcc89tWvfss8/yxje+kVtvvdVPw+uggw46+FFFqS70wuPdbX3xpWUUpYbJWqWFhIRpOxwaTPj64p3dEc6tVQlqMt1RnYHC+t/ImdABhnq2Vn2nslVkSSIR9vTFlsN4d5TFUoNstYVlO34q3IWYztW9rvtXlhhnohe3bNuRiVI3LAp1UXF0L5BSxEMquiqzWt7sTGEPXrPp+XD9JE1zXZ+8uzdK03SY20B0x7oiTGdrm4ihJEns7Y0RCap0RQP8nwfP8dePT/PJx6b5s4fPM94d4W2X99M0HXK1FmMZYa0WCSibBzzn7qdtMQag7Lmb1UqTnvjmtMNq06Jp2LQsh/5EEAmwbJeqF7QRUGTCnpexrsncvCvDL96209epS5IIG4kHVQp1T2Pc9jLWFOqGDQd/HEtZn/bfO/sPIEHTsFEk4WUMImGvZTmeK4WQe1QKy4Sf+KP1E+6/Au2qnwBExdly1qvqw+kQhu0ym6/juKJx0XFduqIB371BkuDgQIKdXVECqsSBgbjQ32fE+zm4ZxeVzBXMuL0MpUJM52p88+QK84UGL8yX0FWFestmrCvMcFq8pyuGkwRVhXy1tSUyPKKr/OJt49x7sI+emM5lgwnec+3wpm2OL5S94yT4p6ML9MR0xjIRzl7E1aKDDl4ML4kYr6yscOWVV/L617+en/zJn+Tw4cN84AMfwLZtPvShD3H99dfzne98hw996ENMTk6+WufcQQcddPADwflsFVmCqKcvfrHGu/NrYvu1SgtVltnVE2O10qLastnZHeXcmqg+T66UOGi84O9X7L2Ivni1gosgUBFdIe+R9KOzRQwvXOJi+uKJlQrd0YAfpvFKIeOl620np7hsKI7tuJxdERpa23WptmzfvUGSJLpjOisXEKBY705qatJ/Ptw4ieO6fgNed1QnFdY4vbwup9jZHaVu2CyVNpPsXT1RclWDO/f18ONXDyJLEqoi8e7DQ3zghlFatgu4rJRbjHdHKdXNrTKKDW4UU9IQanqUcsPaUjGutkzydYOuaIB4UMMFmpZ4v5oio2syoYBCyyOv7eqxqsgENSG1ANA1kVanyiI0pGbYhAMKDcOGYJylkbf6rzk6/yX65RLlhoWqyL4tW60lBipRT0oBEHzo91GMsr+vced/JBURHtMnlypoioRhif16Y0FhE7daA0miZYrPV9qz+RtIhuiKBFAVCAdFst+R2SKSBKOehl1XFa4dS4uBR9Xg7VcO8uCZVb57dk0kOo+lKDdNbtnV7UtSNEXm+vEM84UGaxUx2NsISZKYydUIBRQODcYZvEAb3J6NObZQ5vn5Eu+/cYwrR5I8NZWngw5eDl5S8t1v/dZvcerUKX7mZ36Ga665hvPnz/Onf/qn3HXXXXz3u9/l7rvv5k/+5E/YtWvXq3W+HXTQQQc/MJxbqzGcDrNYbKLK0ovqi8+v1RhIBHluvkQqojGaCfP0dB5dlemPB5laq3Hn/h4mX3iUQ6zLAKTxrTKKXM1gsdAkqqs0WkJfXGvZ7OyK8sWjC0iS8C++mL74zErFT9x7JZGOBJA9y7ah1Obr0bbHemGuyG17u3FdsByH1UqLHV4QRV88uKVi3JsIMRM6yIGKsK8bbwqNaJsYS5LE/v44JxZK3HOgF0kSEpJwQOHcWnVTI9XO7qhIPzNsDo+mOTy6eeBQNyzqho2ExHh3hEcmspvdK1wXptZlLkfUKznsVcd7N1SMRRy0Td2wuG1Pt68NrnsDgUxUJxnScB2Xlu0QVGXYoAqO6qpflA54zghtk41ctUU44FWMgfzl/4rhqc8AoDgmH5S/yCdbv0jMc5/oiQepeoEeUV1U5ffXnyE5+bf+68103cafvpChd/ocQVVmYqVCUFMo1y0/WbA7FuCxySyaLDFXbOC6LinPwi2qq/QmxOvEdA1Fkji+UOaG8YwvRwG4aWcXX3lhiSOzRX7iuhF+6badFOun+ZU7dvFPzy2gq4IIb8QN42m+dmyRbLVFtmrQl1i/zivlJs/Pl0CSuGnnZtcW13WZytbY1x/jy88v8ro93ezpjSFLEn/5yBRLpQb9F7Ex7OClwXVdHFdIhSzHxXaEjMd22pIeEdFte6mP7d/OJZb3J4Jb/oa8FvCSiPE3vvENPvKRj/AHf/AH/rLrrruO9773vbzrXe/iM5/5zCt+gh100EEHPwy4rsvkapVrRlN+wMeL64ur9MaDlOomt+/tRlNkUSXujrBcadIwReU4+42H/X1akk5m301bjjW5WqVh2BwYiLNSadGfDNIVDRANqpxZqaDIEgPJ0LYhFsW6wUq5xZsv6//+L8QFaDfWbVcxHkyG0TWZs6sVfuzqIQKqhGmJsI52tb03HuT0cnnTfr3xIA9F1onxSOMUtm1vmlq/fCjBY+dyLJeb9CdCSJIgtudWq9y6u9vfTlMkAqrsW7ZdiFrL8tILwwwkQhQbJv0biBiFaSjN+U9PB69kpNpCUySSG651y3IoN0yals3e3hhPnM+hyhKmLarkvXHJq0RLWLaLpOFrpEHIBGxXeBe3TIeortCyHJGYWDUIBRQapo3juAT79/O4dgM3mk8A8E7r63y5+SZC2j5Knl9x2y86GlSRSvO8a/r31s9VCvK1wV/lJ64Z5v7Tq0ysVgl7zZLBgMIT53PcvrcHyxGR3bGgymq5iSxJgmhrCpIk0RcPcqRYIBFSCSgyc/k6P3HdyKbrmwhrvG5vN//w1CxPTuXY3RMlGQ7QHdN5eqrA/v74llmMWFDjuh0Z/u7JGZZLDZJhjcfOZcnXTKY9nf14d5QD/ZtlQ7maQbFu8NxskYFkiLsP9AKwsztCVzTAU1N53n7l4LafgzZc1yVXM0iHAz/yaXem7VA3bC890sawHFrej3gslhm2Q8sUvy2P6Fq2i+k42LaL6bhYtoPtuJi2i+WIbS6wlX5ZkCXxN0SWJF63p/tHnxgvLS1xzz33bFrWfv6Lv/iLr9xZddBBBx38kLFWbYkGut4on3lmjiuHU5fcPu/5HffGdAxPX+w4rl8lPr9WI6orJEMqw8V1ffF0+HJ2dW099uRqFVkW+uJC3aRpOuzsjjKXFwEJpuVsIQptnFmuEFAkxl5E+vFy0RUNbGvZJnukeTbfIBXWkCSJUEDeRHD7EjrVlu07OoCwJsslLwevRyziVEjUZ1kp7RbuC5Ko1sdDKsfmS34VcGd3lPuOL2M7ri9TaGt116otf9+NqLVsSnWTAwdjyLJEsW6yf+N13FAttpFZTB5msSgqjxuJU7lhUmqYpCIBxroiPH4+h64qmLaoGEuSRNxzEWmXhs0NMoGoLprrorpKuWmSieq+NjtXbTHeLe5d0xIa5P878H6ut55Gdm00LD7S/GO+EPrfvl9xtSUa/rRmHv7u3YStdQ/gv479AvfeciPj3VHGMhGOzhaYXKswmo5w484MD53NcnAgwUxW6IvTEZHep6kytuv6EpLeeJB8zaQ/qRPSZbIVY1srwNv3dPOV5xf55ollIoEhdFXm9FKZ1UqLX3rdju0+Uty1v5e/e3KG+0+v8sCZNaHTViS+cXIFVZa491DfFuI6sVLhfLbGocEEP3HtsP8ZkCSJ63ak+c6pVd5wqO+iXsVLpQaffGyGUsOkOxrg3dcMM/wis0I/SLiu68Wsi59y06TSNCnUDEpNi0rD9F1e6i0L03b8aqzrCocUFxcZSfhqKzKqLJxSNEVCkSQkSUKWxDWTZTGn0Zb4SEBAkQioCpIEEuvbttdD+7nr74d4CkhIkgvefo7jgiThuuDiomuvTYeQl0SMLcsiGt3cfNJ+nk5vr3ProIMOOvhRxORqFV2Viejfu75YUyTminVCmsLuXtEk1zBtxrsj3Hd8mR1dUU4v5NhvnvD3K/ff6P9Db8NxXL+qKrmQCmtkqy3u2t/DMzN5LFtMR1634+L+xTt7oq+aNVUmqm9qhNuI3niQ+UIdVZFJhTWaprOJGLcb2JZLTXb1rP8/sfquwj0tIXkkcrx1iqPNMQp14dogSRKXDSY4vlDibk9OsbM7SstymC/UGfUawAp1Q9ja2Q5rldaWhrl8zRBV3r44juMKH+GNVffp9Wr+GcaIpbpYLDb9+Og2yk2TYsPkxp0ZNEXGdlyCmkzdtDFsB0mCWFCl6hFXWZJoWesNi1FdZa3SIuZ5GXdFdbJVoVfO1QwODSYAQeRDmsKUPML8+HsZOfcpAK5yT+Is/k/mx/4jIPTOY84M/OUHIH/Of51Hw6/n7NC7+Vee/3YirHH9eIY/fbDA5UNJbtvdzfNzRf77t85iO2IgEQ9qzBeaJEIqtablx2C3JQ5BVUGVJFqWw6nFMl89tkRfPMjbrxwkHQnQEw9y+94evn58ifuOLxELanz66TnSEY0bd24NsQFhwXewP85XXljipp0Zful1O/nsM3NcOZxkOlvjiXM5QprK6/f1EFBlstUWf/PEDAA/d/OOLZHnV4+k+OaJFY7OFreNSy81TD752AzpiMa7Dg/y4Jk1Pv7oNL/0uvFNkplXA67r0jQdig2DfM1gqdggWzHI1loUagb5ukmpYVBpWlj2ulwBxOdIkYWjiSoL/Xw7TEZVJFRZIqCI54qMGCwpCqoiIUmgSKJa2ya4onq7+bHsEWZFEoPdNnn290OC9naIHog2cZa8Y/nLfTINtNcjttkYr/5awksixgDlcpl8fl3UblnWtsuhQ5Y76KCDH11MrgoniZlc/XvSF59bq9KfCPHkVI6+hE5fPMiDZ9aIBVW6IgFmcnXeeKiP6Rce4ErWiaK8jb54odhgrSIIXrVlEQuKqvGOrgh//9QskiQana4b2/o31rIdJlervOlVkFG0kYkGeG6uuO26sUyYE4tlbNshHdFZLjU2OVPEdJVwQGG1vJkYp9NpcpGddNVE4/bO1ikeMe5mpdz0p94vG0zw6OS6nKIrGiAeUplcrfrEOOeRS0mSOLNS2UKMJ1YrqIrM7t4YlaaIafab7y7QFz8tXcZgIshyqcHh0c1V/WzVoNq0fAJr2Q4BVcayxKDFdUVoyIrU8v0tmqbjV7GjuspUtub7BXfHdc6vVTk0mOD8WpWQp9ttGDZSQJCcE/v/PeG5h+gy5gE4vPaPDH93Cuo/xs4zR3nd3JfBXY9hnotdyR/KH+Knxjd/Tm7b3c3/un+CpmETCij827v2cHS2QCyo8vBklpCmYjsOQVWh7lm2AWQiAQKKhCLJOK4YwD08scY7rhri2EKJjz86xa+8fhe6qnDPwV6emc7zwnyJUEChO6Zz7Vj6kklz491RHprIUmyY/PnD54kHVVLhAK+7sZueeJBvnFjmsXNZYkGVfM1gpdTkfdePbFvljegqh0dTPHBmlcOjqU2DxJZl89ePTRNQJN5/wyjhgMpIOsJfPTrF3z4xwy/fvotQ4KUn4jUMm8VSg3zNoGHYNDxJQ/txuWGS9dw3REy4WC4h5AUhTSHm2e0NJEIk+wMkQiqJkEYyLGRUQU0hoMj+7zYZVhXZI8wecZblH3lpyA8LL5kY33vvvdsuv/POO7css+2tdj4ddNBBB6912I7L+bUa9xzs5dxqldHMpf2LhSVbjf6ECEC4c18PkiRxdqXCrp4oi6UmLc9qbW1mnXjVpQg9e67fcrzJtSqm7TCcipKtGYzoKr1xnYDXNKVIEqOZCGF965/w6VwNw3ZfcZu2jeiKiqCOumERDmw+h/39cb743CKTq1W6ogEWi3WqDdtv8JIkid647ifbtdETCzIdPOAT4/HWKRxXNF+1pQ4XyinaVeNza1Xu3C/0pfmaQVdMpysa4ORieZP+GIS/cW9MJ6qrzHg+yD4xzp6F6oq/7ZPuQW6N6iyWWlsqxqeWyqiKxEHPLq9m2EQCIt3NcUQjXSyoIcmiOua4LrIsifjpsEZEV6m2LMa6wuSqBvv74xQbJomQ6mmMZe+4Fi6CBJWcAH83+p/4xXP/hpAj7Mh6ikfhW0e5MHuu2HsDfxD8GEZZ5kB/YtO6wVQQSZJYrRqYHqG/fjxDsWZg2Q6yLKbhVUXy7o0gxpIk0RMP4rgOTdPGwWVHV5S7DvRy7Y40//M7E3z92DLvuGqQoVSYG3dmyNUM7trfg2m79CcvXiF0XZeZfJ2hVIifv2UHhuWgKhKfP7LATbu66I7pHBqMc3q54sssvuLCNdsMDtt4/f4ejs4WeOjsmv/5qLcs/uf9EyyXmvz6G/f5n9+AKvO+60f4X/dP8rln57j7QC+TqzVKDRHvnQhpJEIa8ZBKTNcE0W2aLJeaLBQbLBYbZD15ka7K6KqM41WGay2LSsuiYdgoMkR1jStHkoylw4x3RxlOh0lHApuaGNvXxHJcXyPs/9hCK1w3LF8fbDlCEyweu9iOs2Gdpxn2ZRYujuOK2Pr2c2+d4zXStde3m+zEtusyDdcb7rV1x+3mvPYyF3fTOnfDto734Pa9Pb4u/LWEl0SMf+d3fufVOo8OOuigg9cM5vLCA3hXd5QHz6xx00WcH9pYq7SoNC0yEQfHhQMDcZqmzWy+zg3jGc6tVYmHVMIBmbHyM/5+56NXcSC91Rv53GoVCVH1ytYM6i2bXb1RJleqlBomhuVwxXBiy34Ap5cr9MZ1Uq+wTdtGtFPHshWDkczmfyNtZ4pnZwuMpCMYtvgnuFJu+lXd3niQxeIFzhRxnadDB7iGLwHQ1zxHwG5sCgiRJInLB5M8N1f05RS7eqL845F5WpaNrirkvZS1gwMJPvXULJWmScyLezZth9l8nSu8cyw1TCSJ9QbGDdViR1I54u7jTkVMBV84vX5muUJvTPePXW1aJEJC8mI7IpUu5vkJyxuml/NekEdUV6l7ZHqqWScTDXiWbbJPhFRZom5YOK7rNxQuh3bz9/v/hLee+Hd0s40lmaTAjR9mZu+/YeIfT9Ed1chEN38Wqk0LVZZwXZfjCyWuGhHV8ELDQJYkz6NakOKAIm1y7eiLB5lcrVAzRCx1yZOKJEIab7qsj88fWeBmj8jeub+Hv3lihnBANIxeP35xEju5WqXWsuhPhOhLBOmLB/mTByY5OBD3K9axoMa1HhF+aiqPpspb7Ns2Ih7UuOdgH199YZFESCMVCfCfvnyShWKDff0x/vzhKd5yeT9XDid9Cck9B3r5/a+f5lsnV9ndGyUdCWA7Is2wbmwt9sWCKoPJEFcMJUmGNBqWzXyhweRqlbphC4eQ/jjD6RBDqTCDyaBnsyc0w6W6ybGFEqW6SbEhZiH8hjnbedGGN1VuSynWNcTrleN1uYWvLZYlZEn2pRDr0on283Xpg5BTrK/b+LstmwDWf3uyCbFso2zCWyut65JlSaIn/toMYOkQ4w466KCDCzC5WvXil0WK2cYp/223XxN65KmcSL3b1SOS2lyEr+5TT+bZ2R3l5PkFrrJO+/tV+2/cMt1pWA4TK6LxznWFh+9qpcUbDvXx6Lk1bAckSeaWXdtrNc8uVzY3k70KSIY0FBmytRYjFzRf7egS2uZTS2WuGklh2Q6KLLFc2kyMj84WNzXH9caDzIbXo6FlHMYaJ1gq9W06/rVjKR6ZzDK5WmV3b4zdPVFsB86t1jgwECdXE9XX3b1RVFni5GLZtwc7u1KhYQoXCYBiXTgw+BrvDcR4Ibwf24hQMxx645ujhE3bYTpX49CAGJzYjkvdtElFNJZKDVxcVEUmHtJwHFeQEqndHGiwgwgRXVQHNUWi3DC3kNd8zSSiq9RaNrYjBkkFz2mjlDzAB8J/wkfi32F/6WEGpCx5N0Z98BaG7/k30LMPYzpHw7CJBjVSF+hvZ3J1NEUWg5HpvE+Ml0oizrvUMJElEVJzYQx2fyLIPx6Zx3VdYrrKdHbddvCq4RTfPbPG/adXeO+1I8RDAZKhAM/M5NFVheFLOBA8OpklHdZ4drbIl55b5PX7elgoNi/qKjGVrTKSDl8y7nwmV+O5uQKz+Tq/8YVjVFsWXVGd/+c9VzDeHeU7p1b4zDPznFgs88ZDfTxxPs9j57Ls6o5QaVncMJ7mzn29/nfUtB1KDZNayyKkCd3ucqnFubUqxxdLrJRbKDKMpsMcHkmhazJN06bStJjJ1Tm2IPynrQ3uJLoqkwxrJEMaPbEgO7tVdFUEzrTTE9thMaISLda1ye6FzaUdfP94yVKKDjrooIN/7phYrbK7J8rkao1wQLlkVQqE33FvXOeRyRzjXRESIY37VysMJoXF22y+zjtGB1h44vNcy3rVSdt7z5ZjzeRq5OsGqbBGqWGSCGvIEox3R/hf90+IqdiAyuVDWyvGuWqLtarB218F/+KNkGWJdETf1pkiFBA6yZlcnUwkAEjEdI3lDd7FvfEgLUuQjHbTVFBTMJK7aAVS6IZwVNhvHOe7+RtxHNcnJz3xIKOZME9N59ndGyMW1BhKhTizUmZ/f4x8zSATCaCrCnt6Y5zYQIyPzhYJe3pXEBXjZMgjjY6zqfHuuH4lui2Trxt+gEUb7WrgXu86V1sWrgvpsEiJcxzR5BQPqpiO4zUwCRLU9jtuO3IokqgQg6g+tiwbTZHI1VpEAgp1w8J2XL8aHdFVVFmCQJQvxn+K7/T8DB970z7+5FsT3Huwl2EvQXGp2ESSJGK6smWKfr7QQFNk+uJBprJ1Vssi1W+l1EKSoGlYyBLYrkvwAk1wbyLIVK5GTzyIaTsslZr+AEeWJe7Y18Nnn53n7gOi+jmYEjHh4YDqX/cLka22ODpbxHJcUmGNL7+wyLm1Knt6Y9vqh13X5Xy2xg07Lj6TM7la4ZOPzTCaCfMf7tnLZ5+Z48hskfHuqB/+IWKkNT715ByffnqWoVSY91w7zOt2d/PUdJ4vPrfAszMFdnRFCGoKYU3BsBxKTYOFYpPVSgvHES4t6UiAA/0xbNdlqdjkfLbuzzSkwhp9iSB7+mJCjhEUkox4UNtybzr44aNDjDvooIMONqBh2MwV6ty0M8MzMwV290QvWZWxHZdzq1VGMmEqDZPrdqRxXZeJlarfUW85Lju7o5Tmv+vvl1V6Gd512ZbjTXpRtgPJECvlFtGgymgmTMt0mC00cF3Y2xtDlrdWys6sVNBVmdEfgOWUsGzb6mUM0BXTWSo1PTcJCAVkP6wDhGwCYKXc2uQm0JsIspq6muGV7wCwzzjGlxrtdLl1UnXDeIbPPDNHvibszfb1xXhqKk95n4lpu36z3sGBOJ97dp6GYWM5DicXSyRCmi9xEJpeTyawegIa6xZnT7oHCaoSuaqxpTp/bKFESFN8l4Z2sl8mqmPYNi4uigyRgEq95RCQZSRJ+Cvn28S4LbPwbmOladEVDZCvCReObNUgrKtUWzaGLQjjQqFJXyKI7bqEAgrVlkUwoFCoGTRMm4hHthuGzeeencdyHPRttPGLpQaJsIrjOZ48NZ3nLZcPsFptElBk6qao8ovHm+UDlYZJtWlxzViKc6tVclXT100DXD6U5BsnVnhkMstgMkhU1wgHFCZXa9QM2x8QbMST5/MU6iYHB2KcXbHJ1wy+eWJlWzcJEP7F5YZ1UaeYQs3gb5+Y5eBAnPdcMyxcUSSJ//Jjh4jowiP5759a96ruTwYZTIWoGxbfPLHCIxNZbEcEuEyu1vjOqVUapk3dsLFsIXHJRHWGUiEyUZ1y06LsSWkGkkFu3JlhNBPxB8Yd/GihQ4w76KCDDjbg3JogpqOZMJ97dp63Xzlwye1nPT1yuW6gKhIHBuJkq8LTeG9fjOMLZdG85MK+2rp/8VTqBq7ZxhZqYqWC64qo3IAiUawb3LSzi+fnC75X6eGx7T2Vzy6LZr9LTS+/UshEdKZztW3XjaTDPJrP0rQckiENTZE3VRbDAZV4SGWl3PSrriAa8KYiVzCMIMY7mqdoNeuslJubiPFlgwnuO77Mo5NZ3nrFAHv7Ynz71Cqnlyr+uQHs6xOSklPLZSpN4S2cDAV8YlxumIx58o6NMgoUnSfNnYSDKpbjbqpaWrbDqaUykYBC3NMXV7zUua6oTst0kMALxYBKU/gB66pwDSjUBTEOaYrQY3qDLqFR18lWW2QiIkAlqouKsWnLpCM6k6s1gprik2jDcmgaDiueDjsWVHFdl79+fJqVSouW6ZCtba3qr1aadMd0DNvl6r4YR2aK3Huwj1ylha4pFOsGigTpsM5yuYFpO76U5AtHFwhqCvt64yzkG7SsJjP5GpeHk+LSyRK37u7iGyeWcUZSdMd0GoZFMqxx3/Fl3nV4aNO5NE2bx89n0RRh/9YVDZAOB9BVi6++sMh1O9JbQiCmsjU0RWIotXUmx3VdPn9knkRI452Hh5BlifuOL9EfD3LVSApJktjbF6Np2hTqBgFF9u0Am6bNdK5GoWaiKhKmJSQzZ5eFBGd3b4xdPVHKDZOnpvNUmhYHB+LcuqubwVToZTlZdPDaQ2co00EHHXSwAefWqgwkgqxVWliOy+6eS8sSJlYqpMIqZ1aqZKI6Y5kIZ1cqBDWZ4VSYsysV9vTGOPr8EQacZX8/a/T2bcInLKZydTRFwrRsemIiDGNXT5THz+UA0T1/2wVOCyC0yeezNfa9yjKKNrqiAdYqIkTjQuzpjYnzWatuIB0O5ca6lVhvLLhJXgGiknxCW9cZa67BWOvspgY8WCdfT0/nKTVMBpMh4kGV5+eLqLLkE99QQGFXT5TnZgs8di7LgYE4siz5ldVi3VhvLNsY7DF0LUVTIaQq6KpM9wZSfnq5QrVpkQwH/Ka9astEUyTSEY2WJTyMVVmi2hKNc4okeZVbiXxN6ITblm2O4/oEOhMNeF7GQqbS1hhXPSJs2g4yQrrRnwj5kdtth4+2N/LRuSK7eqKkIhqr5a33aK1iMJwKo8jCgq1l2RxfKJGvmwRV4cksyxIjmTASEs9Mi0r6SrnJk1N5Lh9M4CJ0z64rHDo24pqxFKos8/R0nkRIpdiweNNl/Tw7U/BnRNo4MlNgtdwipMlUWxaHBhI0LYc3XdZH03L4xyMLwiHBdXngzCr/eGSep6fyF9UXH50rcj5b412Hh9AUmcnVKmdWqrzxsr5N37egptCfEBXf9nLZC5/IVls8MpHlyy8sMVdocMvubj725gP8wq3j3L63h7ddOcjvvPUg7712mOVSk79+YpovP7/IszN5prM11iotGoa97Xejg9c+OhXjDjrooAMPrutydqXCZYNJJlerdMd0f4r4YphYrdITC/LE+Tx37u9BkSUmPJu2StNitdLizZf3M/HUN/x9bGRiB7ZaXE6uVqk0TXpjQfJ1k+FUmJCmMJAIcmxB2IN1RXUGttE8T2VrmLbL7lfRpm0jMlGdluX4PssbsbdXNCueWCjRFdVZKDQAWCo3/OvZGw8yld1MknrjQeYCOzGUCAFbVKP3G8dYLG7VYl+3I83DE1keOL3KO64aZG9fjIcnsgynNifUHR5N8cf3T5IMa7zpYD/HF8pEdRXTdqi2bCGlsC2Yeczfp9R7A+aCQ0BVGE6HNx3vyGyB/kSQtarhE/BKU6T4xUMBEf+M6OavNEWjlabKaIqM4zhU29PxigiPqXvyAlEF1ik1TOIhjXzN4NBAnFrLQpElhtMxEeHrRfP2xHQWiuK6rlXaFWONRyezGJbDlUMJFgsiYGap1PQ/M67rUqgbXDmUQFVlslWDff1xnp7OU6gZ6Jrih5WMdUUYSoX49qkVkmGNTzw6TUCRecNlfczk6kR1FVmSOLZQ4r3Xrt8bXVW4fjzN/3nwnJ/g9/p9PVSaFp95Zo5fef0u4kHRmPjYuRzxkIZpiybHyTXhHz6WibJQaDG5WuGRySxN0+a7Z9foiencd2KZn79la4Je07S57/gy142liQc1vntmla8fX2ZHV4Rdlxjgnl+r8ui5HBMrFWErlwiyty/G264cYLwrsq2USlNkbtrZxbVjaZ6ZLvD8fJFjR0ubGutkSbh1jKTD7OiKsKMrsqWZsYPXHjrEuIMOOujAw1qlRb5msq8vxpeeX2T3i7hRVFsW84UGe3ujNAyb63ekMW1RuX3L5QOcXa2gKRJjmTCltXXiNR3cz46hrd32Z1YqyJJEV0w4URi24/kgN1irNjFth0MD2ztOnF4uM5AIrmtmX2V0eS4KuaqxhRiPdwtniuOLJd5wqJ9TS2USIY3lUtOXN/QldJ6cym1qrOuO6biSwlrqKgazjwBw0DzOl7JbJRuaInP3gR4+f2SBw6Mp9vbF+PTTcz4p98+lK8JyqSmiiz0bqkhAJe9JGhIhDZaeh9Z61XM6fo3wI8ZlfIOOtdQwOb1c4bqxNGvVvH+t24ODSEDB8t6Pi0jHMy2HcEBBVWQMW5DaYkMk3YmKsEVMVyk3TN97WpIQDXmSOLbw0Q3geH60IAYRsiRhOy5rlRYhTbgVnFwqoykSI5kIuprDweWF+aJPjEsNES8+kAwRCqicW6vyhkN9fPzRaXK1FgFFxEDLXgz33Qd6yVUNPvnYNKeXy7z7miHGu6M8P1ciHQl43trVTfcRhHvIf2tZTK5W6Y0HiQU13nn1EP/7wUn+6pEp/tWt48zk6uRqLRTZZa1ioMoSY5kIBwcT5GoGe/qirJZbfP34Eqbt8GNXDdGfCPLQRJbnZou84VD/Js3yN04s4zguBwfi/NG3z5KrtTi9XEGRJWZyNd8VZeP9/NJzC5xcqrCjK8xbrxhgT2/sJX2HNEXmxp0ZbtyZEUmKLYua91NtWRTqBlPZOl8/vkzLcojqCmNdETKRAOGAiuYFc8heytxGCzXZi2nessyzQlM2bi9vn2jnb7thv1eCmLer4evR09v7G298vHGdi3BkuVTgyw8LHWLcQQcddODh9HKFcEAhFdZYKjW55+ClzecnVirIEszmG0SDGnv74szkROV2T2+Urx5bYkdXhNm1Egdbz/v7rfbczM4LmpBc1+XMchnbdVFlSIc1VspNrtuR5smpPKYlTPm3a0gS+1Z8f94fBBIhzXdPGLugCaonFiQcUDi/5iW7NS12doVZLjU3bWPa7qbGuqCmkAxrFLuv9YnxXuMk87nKFuIFIvb3yEyRzx+Z5xdu2YFhO9RNZ9M2D55d86zQJCpNU1Q5ZYmiZ32WigTgxHpTJFqEU/IuYApFlja9t+fmigRVha5YgJCm+LpbUTFWkGQRmKAqgiy0pSNBTfFigC1A6Ma7orofBx0Lqp7GOIAqS5ie93PLEkEaLqBrwvWh7WDR7zX+tUzRrNYbD1JtWUxla0iSkHXoHlk+t7Y+sFitiAHWYDpMTFd59FyWoWTI+7y1GEqFRCCDK6wGg5rCz9w0xqOTWQDuPdTnh0Z0RwMEVPF+VioijbCNtl749FKF6z33iFBA4edu3sGfP3yeP75/grphk44EeGaqQK5usKc3xk/fNMZUtsZnn5njDQf7+EZxmWrTYqXc4vBoku+ezXLNaApJgn88Ms8HbhhFkiRmc3WenMrz5sv6+fTTcwwkgyK4ZEcG23H5y0em+OkbR/3K8YnFEv94ZIGQpvDzt4z5y5umzSMTWaayVQzbpSsaYG9fjPGu6CUb6UzboeE1KsZDGt0xfZOdmu24LBTqnF2tcm61yly+TrVl0TJF8IbtbP5pB2ash254wRuIAJl2gEZ7Ge56cEabeG563iavrHsJb/QfBtePem7jQvp8MWGIhH+gLftIFxxo4/q79vfyy3fsuug1/WHhVSHGsiwzMDDAb/7mb/ILv/ALqGqHf3fQQQevfZxZrrCnN8r5bA1F5qJd721MrFQZSoZ45FyW3T1RYkGNh85m6YnpxIMa51ZrvH5fDxPPfIddNPz9pF1bZRQLxQbLpZYX/OCQjgTI1012dUf5/LPzyBKoqsIN24SNrFVaotnvBySjAFF16orq/jT+RoQCCulIgFxNVAFB6FE3aorb5v7Lpc2Ndb0xnSWu4qD3POg2yFROka1dQU9sc7OiJEm88/AQ/+v+Sf7puUXCAYXshvN5fq7Io5M5fur6Ue4/vcrkas2vMOZrBroqEwkom2zaGLmB+bLt+/QOp9YlCM9O57liOEG9ZRMPrf9fqzYtumJCRuG6LjIyluNSbphoikwkIIiTabvoquzrjGNBldWKkDnkawayLAldedMkpCnUDdsnyYBwiTCEnVtvXEeTJWq2S7bSYndvjLl8nUrDJBnWCAdUdE0G12WxuN5AN5uvo0gSPdEAvR6RPZ+tce1Ymr9+YgbTEiE1miL7n39JEoEtlw0lvAGNgyILvXtIVWiYNtPZ2iZivFpu0RMPcmKh5DcnghiIfPiOXfzvByd5bDJHf1LYv10zluLf3rWHiK76MzWaIiMhYdgihe/kYplj8yUuG0pwoD/OXzwyxVNTea4ZS/NPzy0w3hVhPl9HUYRrxHKpxduvHCASUPnss3N88rEZ3nHVAOdWaxydK3J4NMVbLu/3By7PzBS47/gytuOyuzdKIqAym6vzxPk8qiwx3h1hV0+UeFCjbthUWxarlSYrpSbZmrEljEORhaxEVSQML7Tjwm1URd5CxCSE97XiVZMVCRRZRmlXgr1lkiwoqeyFxyBJuK64f7bjpdk5gmDb3mPLS2ZsJ+PZrottuz7hdjam4Hnr28TaoZ2at7lK7LRT7jZUj9lAxte33VhZFvr41yJeFcZ62223UavV+NVf/VX+8A//kPPnz78aL9NBBx108IqhYYiO9PdcM8yZ5Qoj6fAlp/lc12VitcJIKky+ZvCT147gui6nlsocGowzV6jTMG329EZ57uv3+/tV5Ri9+27acrwzyxUM22YoFaXoBT50RwOEAgpnVypIkpAoXBjBDHDKq3SP/ABs2jaiO7Y9MQYYSoU4OlukYdhIEgQ0RTQ0evpaXVVIRzRWK01g3ZO5Nx7kTH0Xt0k6AVcce2/9CKvlH9tCjAHSkQDvv2GEv3xkimylhSbLzOXqnF2t8J3Tq9y8K8PdB3qZWK1wfLHEAS/8pOA13km2CbNPrB9wx23MzdZBEtP67Qav6VydtarBe65N8cT5vO9IAVBpCesw4XwhCJFhOVRaJrIk3CoKdQPDdokH1y3bYkGNSlPIMGZydfH+E0FWyi164zqVpolpi2Y+yxbpd7WWTX8ySCqiE9ZVCg2TtWqLeFBlodDAdl3GuoS+vduL7m6aDguFBmNdEWZydUIBhUQ4QFRXGcuEObFY4rLBBBJQqLdwXUiG1z12n5srslpp8ZPXjQCCsPYnQoIgKxKyLXF8scyNO9dt7RaLDaK6ykAqzOnlMmuVlu9jbLsupu3ygZtGaRkiAe79N4z6TZERXWVfX4wTS2VGM2FeWCjx5sv6fIu1n7phhP5EiNft6eYrLyxxYrFEttrix68a4tPPzHH1aJJnpgu855ohX+bzxkP9nF+r8bEvHGe8K8KHXreTy70ZlvlCnS89v8h8ocGN4xnu2t+7yWGi1DCZWKlwZqXCQ2fXqBk2IU0hqqt0xXQuG0rSFw8SDapI3vtrmQ4tS1x70xa2eUFNeEpvDO5oSyk2Jti1q8ym7VBtWn5KXqVpUWmaNEwRsd4wbJqW4z0XswvtGYVLQZUlb8DmJebJHgFv/0jr5Ftpp+m1l8kbSbog5W1Jx6b0PHk9CU+RN69rP+65iK/1DxuvCjF+8MEHAahWqzz00EOX3riDDjro4DWAidUKLrCzO8KXnl/ktj1bnR82YrHUpNqyydcNNEXmypEka5WWn7w2sSLS82K6wo7Sk/5+k9HDHMps1S6fXakiIRHRRaWw0rTY1Rvj+EKJUsPEsl2uHk1uey6nlsrs7YttkRq82uiO6jw/X9x23XAqzNPTBRaLDeJBDUWScFxYq7b8ymJfPMhyaTOx7onrPHbOZT5+FeMlQVivMI4yX6hzaHD7GOzx7ig/fvWgn3L22186wUg6xBsO9nHrbkHWrt+R4f5Tq75Gux0EwsKzYNbXD7bjVlaONXBdl4MbXu+RiTVG0mEGkyHKXoNcG9WmRdSTQ0gI4tA0bUp1ETndHdWpGRZ1Q7hXtC3bYkGVassioit+VbUvHuTRtSz7++LM5uvCiUIS8oqIrlJpmewJxkiGNAKqTFCTWSqKlLz5Qt3zzI6Q9a7zfKGO6wpbwbGuCPP5BuGA4utoDw0k+ObJFXpiQYKaQqkpnDTaVfxK0+QrLyxx3Vh6Uyz2cDrM8fkS4YBKy3I4Nl/aZOs2X2hgWA43jqdxgY8/OsVPXjeCrsp85pk5dFXmPYeH+YP7ThHTNV9f3cZVIyk+9dQs+/ti1FsW9xzo5ZHJLLIk+Ul+d+3r4dHJLP/w9Bzvv36E+0+vYNkOR2cK3LyzC11V+OJzC0xla6yUWwQUibsP9JKvGnz5hUWenS1QaVoslZqMZsL8m9fv2lT1biMR0rhmLM01Xhz1xsTGlwvXk9rkqi3yNYNczaBUNzcQYMuXZrQRDggyHtEVQppCWFdJRxWCHukOBRSCqkJQWyfdqiL8qFVFRlMkNFn+gf+d+FHDq6pxiEajvOlNb3o1X6KDDjro4BXB6eUKo+kwuZpB3bDZ/yK2Z2dXKkR1hTMrFfriQQaTIR6ayBIJiOjbrx5bYk9vlBfOTHK9fc7frzb0ui02U7WWxbm1KrJHHvsTQeYKDd5wqI9vHF/GcYW+9va9PVvOo9qymM3XLxoR/WqiJ66Trxl+FXgjhjNhZAnOrlZ9qzFFFrHDbfLRGw9yfKG0+ZixIJbjku250SfGB62TPLGUhUP9Fz0XWZK4cjjFaCbMarnFR+7duylV7IqhBJIkMec5ZORrXqLdRv9iPUE9c5B8/QkUSeIKL11wtdLk5FKFn7p+BEmSKDdN30PX8rSlUV34Mm9skMpWW7iuRDKiEa9rXvVc2hTy4bgQkGUapu07M5QbIiwiX2th2g5BVaHWEhrk89kaEa+ZLxZUqbc0j0C5THoe3OPdUb59aoXBVJDFUoN4UGU2X8d1XZZKTZLhgE9gDw4k+MqxJZ6dyYuKpQO4eDHeDT799DxBTeYNhzZHcw+nQjw2mUXXZFRZptwwmVytsr8/juu6zBXqlJsmVwwluXw4yd8+McP/flB8D/riQX76xjFARHkPJINeSuI69vXFSIU1npkp0B3Tuf/0KqlwAAn4H9+eYH9/jMViE9NyePNl/Tw+lefscpXLh+JcPpTmhYUSj57LMZgMsqc3xr0H+/wEu1Ld5MhcgbVyi66ozhsP9bHrRYJ8NuJ73c51RTPearlJtmqQqxrkay2yVUN8bzwHC2H1FyAVFgl6o5kIsaAqfnTNf/yD8CfvoNN810EHHXSA47icXa5w655uTi9XSEe0i8bXtjGxUqE3HuSpqQJv8jxS25XbpmUzX2hw2+5uZr7z95v20/fdvfVYq1VKDYPuqE6xZjKSCaPKEju6whydK6LKMqlwYFuXjDPLZRRJYteLOGi8GuiO6TiuSCLrvSCsRLg5SEyuVnj9PuFs0BsLslRsgpiRZyAZ4sGza7Qs25ettLXHtaHbYOKPANCwkGYfB7YmBbaxVhEk5/a9PXz80WmRCreBGKuKTG9cZyZXo1Q3KdQMrhpOwrMbiPHoTeTqjmimC2q+k8P9p1bpjgZ8GUa5sW5RV2uJql4sqHJ22RTRyBKoisRatYXj4kUAaxTqggwVN1SMAb8jqdK0GEi2r6NLyxJ6T02VKDZMeuI6p5craKrYIRUOUGtZGJZDrWWzUmqSDGmMZsLkqi0ODSSIBzVCmsxyqUmhblI3LMa71z8ribDGtWMp/uHJWU/7KaGqElO5Gv/tm2cZSIb4hVvGt0QXj6TDflgLtAioMs/PFdnfH2et2mK13CKgKhwcSBDVVX7pNuFC4SJItarInFmuUGqYvO3KgS1kU1Vk3nHlIP/m748ynA7x+SMLvOOqQd599RAPT2aZLzRIhDT+9e07GU6F+e/fOsvB/jj7++N8+9Qqh0dT3LmvRzRXXoBEWOOObQaZrwQqTZMzy0J2MbUm0v5AxIF3x3TSkQAHB+JkogEyEZ10NEBMVzsWbq8hvCRi/PrXv/573laSJL7zne+85BPqoIMOOvhBY77QoGbY7OuL8Q9PzbG3L37Jf1QNw2YmV2coFaJp2ty0K7OpctsOMdjZHaW++IC/30xgF+M792453tnlCqos0xXTWasYtCyb8e4I2arBcrmB5Thc7lU8L8TJpQo7uyNbiMsPAl1RHUkSpPRCYtwXF0lg+ZqJKktkay329MRYLK43IfYngrgurJRajGSEPrqtPbYy+8lLSdJuEYDB/BNY9i9ctGq26mlYd3VHieoKR2eL3H1g3VXEdV3iQQ1dlfna8SVqhk1at2H+qfWD7LjND2cY7xb+tUulBs/Pl3jfdSPIsuS7D7SlCJWWaKSL6ir5estvSgMo1EwiukI8pJEMaywURBOW5bi0LNvXKbe7+ssNk7GuCPGQiuE13RmWgyIJ54e+eAjDEtIKgHQ4wGKxju24rJablBoWV4+mMCzh0dwT10mGNWzHYbncYjZXw7BdP8q6jXsO9HmDCZOApx++YjDBuw8Pce1Yetup93REJAhWmwaOC0FN5oWFEq+vNJnPN1gsNfjxq4d832pJkra4l5xaKuO4LpddRCKTjgQYTocZSARpmg7DqRDJSIC3XrE5jfLJ8zkKdYM3Hurjq8eWecvl/dz8A5hBsWyHQt1krdJiJldjcrXKYqnpN+rdvreHvkSQvkSQSEDpkN8fEbwkYuw4zqYbe+bMGZaXlxkdHaWvr4/l5WVmZmbo7+9n796tf/w76KCDDl6LOL1cJhXWCCgSy+Umb7ys75Lbn10R0cOz+TqZiMbe3jjHFkp+5fZLzy0ylgmTLZY51Dzi7zfffRs3X1DBchyX08tlLEckpCWCKivlFvcc7OXRcyKswXFcbtm99R+9aTtMrlR402UXlxi8mtAUmVRY27YBLxMVxKluWDS81LuemM6xhZKv0UxHAuiqzFKp4RNjEBKLXN3kZOhqbqmLxsWDzWe3rUy3sVZp+cl2h0dTPDOT5859PT6pa3i2Z7fv7eE7p1awHegtPQ/2hsjkHbcxMVvBdoXdnuu6fPG5RYZSIQ4NimpxqSGIcNuVotoS2uBoUCVfM1FkGVmSCKqyXwlPhDSSoQAuInZY8eziemI6miJhu+30O3GswWSIbLVFIqRx1rSRZZGYt6s7KprxPCKdDGuYtosiC7uylmWzrz/Oiuf+0RsLkg4HvAZHOLVUIaBKpC4IrYnoqtAle/exOxogpKuEA+pF9aiS91mfL9R9p4F4UOMfjywwX6gjSxJvOnTp79HR2QLxkOaHgFyI+UKDnpjOb7z5AA+dXeORySw37era1PhYapjcd2KZw6MpHjyzxuHR1KtGikt1k+OLJebydRaKDfI1MSgAcc129kS5c38vO3sir0l/3g6+N7wkwcqDDz7IAw88wAMPPMCv/dqvoSgKjz76KFNTUzz++ONMTU3xyCOPIMsyH/nIR16tc+6ggw46eEVxZrnC3r4YZ1aq6Kr8ojZtp5bKDKdCnF2pctlQkoAqc3q5zHh3hIAic3q5wr6+OKef/DrhjTZte9+45VgLxQarlRbhgEK1ZZGJiUS5fX1xnjyfR5YkwrrKDePpLfueWxNeq+3QjB8GuqO6T7w2IhxQSHpV1XJTkMlQQKFlOb7GVpIk+hNBlkqb9++J6SyXmyykr/eX7bCnWVyY2fYcbMclV2v5Xe7XjqUpNyxObogqrnqk8/Bokm4vdS+y+Pj6QUJp6DnAkdkikgT7+uI8cT7PbL7OO64a9ItCbRlE2hvgVJsWAS+ooNgwfBmFIq9bq8WDGomQqNzKEsK/uWYgSSK+umZYRAKKf50GkyEWiw0GkkEahrDfKjdNop7O1PY8v9KRAKWGaOibytWQZYld3VFWKy10VSYeUklHArRMm4AicWal7LkpbA2wKNaFRVxb5xwPan6T4MWwtzcmPI1tB8NyuGlnhmrT5OhskTcc6qPnIoOY9j07s1Jhd0/0oiRyvtCgNy78iG/b000ooPD5Z+exPTZq2g6fenKWsKYI+z1N5i2Xv/KDxFy1xWeenuO/fuM03zm1SsO0uWwwwXuuGebDd+zkd956gH9/z17efuUgBwbiHVL8I46XreT+zd/8TX73d3+XG2+8cdPym266id/5nd/hN37jN77vk+uggw46eLVRqBkseolsp5fK7OyJ+o1J28GyHc6sVAioCqWGyev2dGPZDhMrVfb1xZnJC5u2/f1x1Mlv+vsV5RQD+2/ccjxh0+aQiQSoNC1kSWh3g5rMhCfJ2NsbI6htY9O2VGYoFXrR2OpXEz3xIKvlrRVjSZLojQexbJesR5zbtk0biXB/MsRiqbFp3554kGy1RWPotk3L66e+te055GsGtoOvC89Edfb2RnnsXNbfpuJVdmNBjauHk4BE+eQGud+OW3EliTPLZTRZuD187dgSt+/pZnBDBHe+ZqKrMiFPulJpCUcKx3Ep14VdW1BTcVxXEGNVFhXjsCa8Xj0NcmEby7aKR4yFr7FJJhygYVgYlo3reQvrquwTw66oTsMQso75gnD/GEyGWCk36Y0HRVU+GqDYsOiJ60xn6+iqvK5t3oBCzUBVJCzHZSAZIhV+cWK8uzdKWBfXwUUQ1fdcM8yBgThvu0DucCHmC3UKNZPrxrYO+NpYKNb9JseAKvO+60aYztb4+KNTPHk+x58+eI7VSpPLhhKczwqrxZciKXIcVwSoXGgu7GGt0uLzz87z3791lrlCnXcfHuJjb9rHz968g3sO9nHFcJKhVPiHImPq4NXDy26+O3HiBMPDw9uuGxkZ4fTp0y/7pDrooIMOflA4uVRGV2WGUkHOrdV4+5WX/oc+navTNB2WSg2iusJVIynOZ2u0LIf9/TEeO5ejKxogrErsK6/HQJ+N38g129i0nVwqIyE0qo4rCMqBgQRHZ4pUmya243L9RdLuTi9VuG7HxYnFDwLdMZ0nz+e2tbAaSoU4tlAkW11Pd+uK6iwUG7712kAiyDPT+U3Jdr3xILYD8Z4RpuQRdjizACRm7wd+Zcs5rJSbwhZtQ8PkLbu7+ctHppjL1xlOh6l6HsORgIrpuNw6qpM6enz9IGO3Ml+os1oV1dbvns1yxVCSu/ZvTj/0/Y+991ptWkR1jZphYXhxzUFV9iupiiwRDaokQhqqIvkEd60qBhNRL/0uHlQpe1XtYc+PWvKS7motm4iuIUvCesu0RENXlze7EA9qLBab7OyOIMuSCNdoDxIiAV+mU6gbpCIBohcQY9d1KXmhIpbjMt4dQZFkn7xfDOGAyoH+OE9PFXBdmMkJvXMqHPCT+S6GZ6YLABf9/DqOy2KxyZXDKX/ZcDrMz92yg68dW+brx5cZSoV474FhPvXULK/b070l8vliyNcMvn58iZOLZRxXzG50x3S6ozpdMR3HcZnO1ZhYrZIOB3jHVYNcPZJC6dic/YvAyybGvb29fP7zn+eee+7Zsu6zn/0svb2XjlLtoIMOOngt4PiCCH2YzTewHJc9L2LTdmqpTHc0wNG5Ivv64oQCCqeWyvQngiTDAU4vldnXF+fI0Se51V3x92uN37NFr1moGUxlayiyhOm49CeDTGfr7OuL8Zmn58AVaWe3793qqTxfaFBuWuzv/+HJKEDIHgzbpVg3tzgAjGQiuC40LZuEpJKrtRhIBDc14PUlRDR0ttbyAzy6vaa+RFDjCfU6dhiCGO8sPQ5WC9TNjiHLpSaZSGDTFPbO7ghDqRAPnFnlp28co9qy/DjoQs3gZukYCus+scf0K/nGM3PUDVFBHEmHef8No1vuWbFu+DIKEBrjtoex6YjGuHhIo2XZWI5LJKCgyJJX1ZeIBhUahu3rsmNB1U//KzbWG/m6owGqTRPXe83x7ghN0xav5TlhRAIisS0WVDE3NNWtVpr+56J9T6oty9M8y8QvIMbVlkXTdIh5ARV7emPkqgYLxc2V/O1w255uPvnYNDXD5PxalblCnRvHMy/aaPbsTIGemH5R95e1aouW5TCY2uwrPJqJ8KHbdwJCjvGn3z1HT0znzn3fm8vEbK7OJx+fJqqrvOOqQWJBlXzNYK3SYq3S4uxqBVWW6E+E+Ilrhzk0kOj4/v4Lw8smxr/8y7/Mr//6r5PP53nf+97nN9/93d/9HV/4whf4/d///VfyPDvooIMOXnFUmiYz+To37+ri9LKQJWxs7LkQ7WS7vkSQ5VKT914zjOu6nFwqc+1oWvxzrRq8oz/G2X/8qr+fiUbqsq1FhJNLZWoti964Tqlh0BsXEorhVJgX5ksoisxAIkjfNlrNU0tlkmHtRStzrzbaxGat2tpCjIdSIVwgpMqYtkOuarCnN8bDE2t+hbk3HkSWYKnY9IlxQJVJhwNYrsOR8E38pPE5AEJuHfv8Qyh7NlveLXvSgY2QJIm79vfyicemmcnVhAXbhjjoOwuP+ttWQkP87dkAT0wt4TguffEgv3DLDt9dYiMKdXPTNa82LbpjOpWmRcsUARcZLw4b8KfZY7qKKkuENeFJ3CbG8aDGxEqVHV0RZvPrQSOjmQjTuSoBRabctHw9cToSIF8z/OunyDKm5YAkoptLDZNqy/ZJckxXCSgSOa8x0HbcLRrj1XILyxbHk2WJHV1iQFNqmC8aZrG3N0ZXVGc2V8eyYSQT5tbdlw7HcV2XsysVrhlLXfTY84U6qixt+9lv477jy6yUm/zKHbu+J4/f1XKTTz4+zXAqxE9eP9LRAnewLV62xvijH/0ov/3bv81Xv/pV3vWud3HLLbfwzne+k6997Wv8xm/8Bh/96EdfyfPsoIMOOnjFcXKxjCpL7OqJcHq5wt7eS1eLVystCnWTlXITTZG5dU8Xs/k65YbFocEEp5ZEc9NIKsTw2ro/7tnQlewc3Nqhf2qpjCK3k7wkmobN7p4Ys/kaq5Umpm1z9ej25OHUUoX9/Ze2lftBIBxQierK9s4UXhVXliUapkO2ajCQDFFt2b5sQFOEv+vSBTrj3rhOrmpSSV9GQV6fbq++8KUtr7Ncam5LoPb0RtnRFeYrLyxRbBjEgiqu61KotehZXr8/scvexM27u9jfH6M3rjOQDG1KttuIQt3wk9fA0xjrKmVP9qIpMj3xIA1TvL/23ZEkiWRYQ1NkDMuh3LRoGLYnMTE9SYXlH3fMI8qRoErdsIkFNUoNk+6okE+0U9EkCYpNC02RWCk1WfACTNq6aMlLilsq1gkHFBFGckHFeLnSxHZcXC92Oh3RSYYDtCyHurE5fe1CSJLEPQf7qJs2dcPiiqHEpjjl7TCTq1Oom1x7EX1xttriU0/OMrlW5Z+OLmyaYQBBrB86u8Z3z65x5XCSbNXAcbbXCbdRqpv81aPTdEV13nf9aIcUd3BRfF8BH7/7u7/Lv/t3/47HHnuMfD5PJpPhhhtuIJlMvkKn10EHHXTw6uH4Ypk9vTFWywblhsXBwUvLEk4ulUXa3XKFXT1REqEAj0zk6I4G6I3rfOn5Bfb2RTl5foaD1il/v9zgHRy8gCzUDYuzKxUc18UFBhNBFopNrt2R4f7Tq1iOi8T2aXf5msFyucmbL7+0HdYPCt2x7Z0pMlFRARfev47XWChI5VKp4XsBDyRCW50p4kFOLpYZ7Yrx1OL13Nv8OgCByW8IbzBvQNCyRCz3hd68IEjb264Y5I/vn2Cx2ODqkRTVlkV39QyBxqq/XXHo9Tx9vsBoJsy5tRrpSGDbAYdli/CPTVIKPw7aBFw0RaLXqyCLJMN1wpYKB2iYlt+otlZpEQtqGLZLUFP89DtNEc4oTVMcr2nahAMKhboI+Sg2TPI1A0UWCXulhkk8qDGbb3BuTSQNbiSnsixRbYkmvaZpE7ngs7hSauK4LobjEveq6kmvobNQN4jol6YKVw0nSYYCvG5vNxfjp4bl8PXjS+zri/P0dA5Fhhu20c5nqy3+9MFzrJRbHOiPM19o8Mf3T3KgP8bVoyk0ReaZ6QJHZwtIEjw9XeDp6QLd0QDvuXaYoVR4yzEbhs3HH5tCV2U+eNPotjMBHXTQxvf96UgkErzxjW/kp37qp3jDG97QIcUddNDBjwTqhsX5tSoHB+KcWCyRjmiXnLYFPC1xiLl8g5t2ZnBdl2MLJQ4OJmiYIvRjX1+chaf+CQXH3y908M1bjnV6uUKpbpIMBSg3TWIhDdt12dsX46kpEc/bFdU5NLCVrJ/yGgbHvsdmo1cb3TF924pxJKAQD2rUDaFtrXla1lRY8yubIHTGi8XGJneAnphOttpiZ0+ER5Tr/OWh5gosHvWfr5ZbuC7bEuP2se/Y28ML8yUMzypub2Xdps1VQ3w2O0pPTEf3ZA9dF9G9FhsmrrtOGjfGQZcbFo4rPIHjIeE0IRwk1vdPRwLYDuiKGCysVpq+Q0S7satdNU5HAoQDMpokQkVcVyTmDXjvs1g3KdVNZEmi3rIYTIawHJenp3KbXDQAmqYNkvCWFsYYm0n//5+9/w6T5CzP/fFPVXXOcXIOm7NW2l3lDAgjwNgEG+NwbIPxsbEPX4yxsY/PQQYf/xwOPoANBmwDxmCEwGQBktBKq7A558mxp3MO1VX1+6N6eqanZ3el1UogqT7XNde1M9PvO+/09sw89dT93Pd0soggQEmu1uUwPrtZ70YX5FWfi+Wsa/MgoHf/R6I55OXfNHqH92uHpjg4nuRfnxrnx2cidAccqxbc3z0+h8Mi0RNw8Pot7fz+XUP8yu5esuUqX3pmkn/ZN04kU6LTb8fvsPCH9wzz/927Bo/dzKcfH+XpkXjD6yhdlPn8vjGKssKv39RXS+ozMLg0L6gwjkajfOhDH2LPnj2sWbOGU6dOAfDpT3+aI0eOXGG1gYGBwU+Ps/NZBEHXSJ6cTbOpY/VkuUWyJZmpRLHuwXvX+lamk0XSRZnNnV7OzeuhH2ta3YSnl2zaJs0D9A2tb9rvzFwGSRIIua1UqrqDQbffQa6s654VVWNbj29V7eSp2TRr29zPSVf5UtDitq1aGC/6FOfLCq1uK+lilViuTKff3jDY1eWvySuKS1KCVo8NVYM2j42D4mYq4rJi7+x36v+cTRWx1jTJl+LOdS04LBJPXoxyejbDumWF8WzgBqazKm+5rpOZWoHY6rlEYVyzL1uUUiyPg86WZKqKnq4niXrCnUkUqChLUgS/00KhUsVuMWGRRBay5WWyBr2YW7RsW3xeZVUvMlNFmVRBJuS24rHrA2OpokypqnegO3w2Qi4Lp2Yzy2KldXeHSKaEzSxhNUkoSnNLdzZVxCyJlGS1rtU2SWJ9MO1y7B9L8MmfXKzJLqrIilZPflxkMlHg5EyGd+3pZVu3j9Oz2VUv+C4u5Dg7n2XXQAAN6PLZEQSBDR0e3nv7EH/+cxv4s59bz9uu72IhW+b1W9ppcdsIuqz8xk393LomzLePz/KPj4/wk3MLfPf4HP/3x+cpywq/dcsAvsu8RgwMFrnq36pjY2Ns3bqVf/iHf0AQBEZGRiiX9V+Mx48f5x/+4R+u2SENDAwMrjWnZtIMhV2129Jy3T7sUpyezWCWBC4uZBkIOwm7rZyc0TvN7V4bZ+ay9IecRKIxNpcO1deNhe9smryXFZVzc1kUFSySQKDWQd3Y4eHRMwuUZb0YumNNs4wiW5IZjxcuGaP70yDstpIr6xrTlfQEHJRkhVavnXJVIZar0O13MJ1c6hB31Dqc06lCw56CACZRxGy1c869e2nT41+DWsE4ndSDMC7nHFBRVHqDTroDDr7zzAm6CqfrnztkvZ5f2aNrTrOlKoJw6YGvZEH3MHbUpAiLgRwuq4lkQUbVNDx2M6KgOyZYzboDxSJ+h5lMqUpr7fWwkCnhspgQhPq306Az9jstlGQVkyQynShQVTV8Dgt+h4VkoUKqIFMoVTFLIh67GZtJIlWs1iOjAc5FslQUjbDLosslVnRzgZpmXqBU1S/Ols5ruayXcSJf4b+OzrC2zY0kCRyeSNLlt3N2PtPwuOPTacIuC0MtLtw2iXJVWfU5PjSRoCfgQBR0v+aVPzd2i4TDYmLv+RjtHlvDz4AoCtyzoZXfuW0Qj83M06NxLixkuWkwxHvvGCLkWv1ix8BgJS9o+M7n83HhwgX27t3bcOvi5ptvZt++fZdZbWBgYPDTo1xVOB/JsbHTy6nZDB67qR4kcClOzKTp8tsZjeW5eSiEpmmcnE2zudOLrOhT9hs7vFx46htYWSomzJve2LTXSDRHNFfGZdXTzkIuKwVZZUOHh6dHE0iifrt+R6+/ae3iwOBwa7Mn8k+LcK3oWK1r3OXXb/G7rCaqqsZ0Ug9tyJaq9dv0NrNE2GVpkFeYJZGQ00K+rGt6n3beubRpehIm9L8xM6kinb5mXelysqUqkijwzt29vM5yFJGlv1e3vO6XGGpxM5cuUamq+oWKc/UiKplf4WG8LA46VZCRFQ2f3YwGqJo+yFaUVaq1YtTvsOhSDKcZWVWJ5sqIooDLaqJQ0/5mlnWMbSY9XtpuEhmN5gHdIzjgsJDMVxiNZikrul2bw2wiWSjjc5g4PJlCVfW7EI+eXWBThweb2US5qqJqWkOxDnqBazWJqKrGural11XAYbmslOKJC1G8djO/sKOL7d0+JhJFuv12Ts5k6t+zpmmcnEmzucuHIAgcHE/is1vqgSuLlKsKp2czbOv2MVV7jax2B6ckK5yey3BDf2DVz3fXbPY+9Lr1/MHda7h7Q6sRwGHwvLjqwviRRx7hf/7P/0lHR0fTi7O9vZ3Z2dkXfDgDAwODF4Ozc/rQ2/p2Dydn0my8gowiV64yGsuTKeq+svdubGM2XSKRl9nY4eV8RE+v29jpwT32/fq6OVMX/Rt2Nu13ejaDIOjDaYWKbrXV6rHWO9KqBhs6Vp/uXxwY/Fmaqvc5zFgkgYVVCuOQ24oogCho2M364GKn344g6N3eRbr8jibf3BaPjUi2TG/QyV5tGzlpWZf82H8gKyqRTOmKFzXpmj+wz2FhU3JZ2l37NvwduifuXLqEJOoSAt8lkgRTBbnBkSJf1nXEmkZ9cM7vMKOoGqKgD8aZJaEuR1gc2nNaTJRl3b6uUlVxL4Z82M0NcpJ8RcHn0KUZiUKFkqzisZnwOcwkCzKHJ1M4rRIeuxmrSWQhW2F3f5BIpsRXD07xnwenWciUeNP2TvwOM4WK3l1eOSiZKcr1LvPGjqXn2HeZ9LtKVeXQRJKbh0KIosDta8MoqsZ8ukRRVjg1q3eNF/22N3d6mU0VOTufZVOnl4l4oeEOw+nZDFVVY3OXl+lksR5yspJTs2lUTX+cgcGLwVUXxqVSiUBgdauVfD6PKP5saN8MDAwMVnJsOsVQi4tCpcpCtryq3nE5i13a0ViegeCSjMLnMNPlt3NqNk1vwEE+l2NL4dn6uguB22nzNhZtqqpxejaNompYJD1sIZIpsaHdwxMXYuTLChpw+5pmL9jFgcEryT5eagRBHxRcrWMccFqxmkRm0yV6gw7GY3msJolWt43p5JJ0otNvb5BXgD6At5ApsbbVRboiMtL6uqWNT/8XkVgCVaMpBGIlmZKMJIK9kqI7dWDpExvfXP/nXLqIBlhNly6MF1PvFsmWqjitejS4oqpUVY2gy0quXMViErFIIpIo1FPuHBYJq0nEYhKxmUTyFYVYroy7lnrnrrtbLO3vtpmxmEXyZUXXLUsiAaeFhWyJc/NZegIO/A4LiqaRKcoMhF28a08f4/E8c+kib72+m1aPjZaaU4bdLDVcwFQVlXxFqXe425YN7vmdesd4tcjksVgeWdHYWHstDre4cVgkDk4kWdvq4tkxfQhuPJ7HaZFo9VjZez6Kqmrcs74FURA4M7ckuTg2lWK4xYVJFIhmy5e82DkymWJtm8cYojN40bjq6nXt2rX8+Mc/XvVze/fuZdOmTVd9KAMDA4MXi0Klyrn5LFu7fZya1e3XruTucGImTbffzshCjhsXZRQz+sCeomqcmdO7YCef/BYOlrqe0ob7mzrRo7E8c+kyDouJkqzQ7rWRLlbZ2Oll7/koogAeq4ld/c1WVmfmMoiCwLorpPP9NGjx6EXsSnTrMBOT8SLr2txEc2VyJZkuv52p5YWxz06hojTcum/12IjnKwyFnciKymjn/UsbV3IUj38Dm1kP1LgciwVm8diDDWl3bHxT/Z9z6RJVVcNqkvDZV98vuaJjrHsYm0kVZMqyioDu3ZwuytjMImZJwGu3EMvpXVdBEAg4LXUtcrF2Yea2metnXPR31jStLqvo9jsoyAq58lLne7IWTd7utdc8n8vINVnF2jY3f/zadbz/3rX1DnDYZSVVkGnz2ljILBXGqYJMRVFrKX2mBis3v8N8SS/jc5EsbR5b3XKv1Wsj7LIynSzSF3QyFitwei7DRLxAb9DBVKLIgfEEHruZTV1ehlpcnJzRC+NcucqFhRzbevz1i6XVOsbposxoLM/2bt+q/z8GBteCqy6Mf+u3fouPf/zjfPzjHyeZ1DPPK5UKDz74IJ/61Kd497vffc0OaWBgYHCtODmjh2psaPdwejbDhg7PZQe38mW9S5spVVE0eN2mNmZSRWK5Cps7vVxYyFGuqmzq8GK/+L36upgUpmfzzU37nZhJoWn6MFS+oiCJevCD326qd9DWtLlrEcLNZx9qcf1MaiZbPDbmM80dY5fVhNduJl2ssKbFTaWq67G7Aw5mksV6MEO7z4Yg0CCnWHSmsJgl7BaJccsQ41Jv/fPeM/9Bb8BxxZCTRZ9f6diXlz7YdT34+wC9MEvmK1RqUgWbuflPY1VRyZSapRRum4lkoYKq1TrnbivpgozVJCEI+oVBbFmH1l+TQSwWfguZUr1TvLxjXJQVMkUZkyRy17pWqlWVuXSJZL5CMl9hLl0i5LKgodHl032g7bX4aWi2ZAu4rBRlhbDL0iClGI/nUVUNWVGb/JsXXRxWk1NciGRZu0KP3O61UakqTKeKbO3y8l9HZzgzlyHotPKfB6ewmyU6fXb6Qy42dXq4sJClJCscn05hlkTWt7uZSur+1qslUB6bSmE1iaz9GbwwNHjlcNWF8Xvf+17e9a538Yd/+Ie0tekm8zfffDNve9vb+OVf/mV+9Vd/9Zod0sDAwOBacWwqxdo2N4WKwnSy2KCpXI3FLu1INMdg2EmLx8bRqRRBp4XugJ2TM2m6A3bKcpkt+aWh47O+2+la0fVSVI0T02kUTcNhleqJcRvaPRwYT+kRvMDNQ6Gmc5RkhYsLOTZdIYTkp0Wbx0a6KOueucsQBIFOn52SrNaS3wSOTunPWUXRiNSKNKtJosVtbZBXhFwWxJpjg9tmYjZZZL9vSU7RkjjERnH8imfLFGV6qqPYo8eWPrj9nfV/ziSLlGQFUdQjqlcrtNMrPIyhFu5h1QfvRFHTC2GnhVRRxiKJgEC45se8iL8W6dwXdFJRVCLZcl1brBfG1frXy5WrBBxm1rW7cdtNZIsyf/m903zjyIw+cGeRKMkqfUEniXyFNq+VeG51TbDHZkLT9EHHyLILmPORLBpQrapN8eKX8jJOF2ViuQpDLUuFsSgKDIZdOCwS+y7GeM2mNkyiyLNjCX54el735XZbWd/hQRIF1rd70DT95+vYVJoN7R6sJonpRIHuwOoyiqNTKbZ0eTH/jNgUGrwyeUGvrs985jM89dRT/PEf/zG/+Zu/yR/90R/xxBNP8E//9E/X6nwGBgYG14x0QWYsnmdrl49j0ykcFonB8OXdHXQ3ChsXF3LcuiaMqmocn06ztdu3JKPo8HL8ye/i0bJLC9e/oVlGEc0RyZRxWkwUKyo9AQfRXIWNHR4eORtBQMBtNXHjKoXx2fmlgcGfRRbttyKryCnaa7660VyF7oCdEzMpWt02zJLQMIDX6bM3vG+SRIIuvbDs8TuYy5TJrHs7BZYKuHVjX7ji2bKlKpum/3PpAyY7bPz5+rtTiQIWk4iiapcMClnsmvqXyTYWo5x1f2MBsyRiNokUKgpmSURRVUKuxsJ40VGiL+REAMZjObx2M0VZwW6WKFT0Ib5MsUquXGUg7MRlNWESRW5ZEyZVkLl/aweDYSdlRaUkK1jNIrKq0eax1fXMKxFFMEsCJlFsuIAZi+V0ezmNpp+FS3kZTyUKCAJNKXMdfrsu1ciWmUkWuWNtC4NhJ++4oYdf2tXDQrbMxpqe32ExMdTi4pnROJOJAlu7fWiaxlSyuGp63Vy6yFy6xLbuZqcWA4NryQu+7Nq9ezcPPPAAn/nMZ/joRz/KjTfeeC3OZWBgYHDNOT6zdCv2WK37JF1GRlGoVLm4kCOZl6EmoxiN5ciWqmzr9jEay1OUFTZ1erGc+3Z9XUr00bH59uavP50GdD1upmYh5rBItHtsHJ1MIQgaA2EXLaskr52cSTMQdv3MDh35HLozwnx6lWhopwVJFIhkSqxt9TCVLJKv6GltU4nGAbyZFQl4rR4rkWyZNW1u8pUqbS0tfEu4o/5514VvQuziZc9WySzQNfVfSx/Y/AtgW7rAmE4WcFhNiLW0wdWI53RLs+Ua3FxZ0a3aijKqqmE1iVSquk2ZKIKsagScFnJlpW6R5nfqEpo2jxWXVY9xttYiihedITJFmVShQklW6A+7EAQBVYP7NrXR4rFhNYt6uIsKIHAukqPdY8NlMxPNllcdlsuXFXx2M+WajdrioOR0slT/uj3B5oJ0NS/j6WSBsMvaJOlp99pwWc2oqsa+izEi2RKbOrzsGghyeCKJ22ZiXdvS876508v+8QRWk8BQi4tMsUq2VKV7lcG7Y1Mp/A4zfauc0cDgWvKCC+Onn36aj370o7z//e/nox/9KE899dS1OJeBgYHBNefYVIpNHV7iuQqRTJmtXb7LPn5RRnF+IcfaNjcBp5Ujkym6/Pa6M0WX3061UmZr9if1dac8t9IXbuzsKqo+sKdoGg6LCbtZIparsKHdw7PjiVrxodterew0l2SF85Hsz1Sox0oEQZchRFazbKsVm/PpIps6PVRklVOzGXoCDibiS4Vxt99BSVYbup6tbhsLmRL9ISeqqiGJAt+wvQkZ/QJB0FR47C8veS5N09g2/SUkZdm59vz3hs9PJYuYRd1ebTVtN0AsVyHkWtLgLo+DThVkqqqGzSySr1RRNQ2TJGIWxXrxuKjrXbRsy5UVhltcZFaRn6SLck1rLdATcFCp1opql5VtXT4ePhVBrmpUNY1cqcpEvMDugSBlWaFcVesDfMvJlqq6rCOr29ItOlMsZMpo6JHUqxWdq3kZX8pOrcNnx2wS6fDZefJijPFYnk6/nZKscGA8ye7+YMOF6Pp2N7FsmUDtwmkqqXeiO3zNTi5HplJs7fZdUU9uYPBCuerCuFgs8sY3vpGbb76ZD3/4w/z93/89H/7wh7nlllt4wxveQLFYvPImBgYGBi8R0WyZmVSJrd0+jk6l8DnM9F6h+3R0Kk3IZWEyUeDO9S3Iil7Qbe3SZRSnasN7J574Jt5lMgpl4y80DfSNRHMsZMs1XahCt18fmNrS5eXHpyMAeO1mbhxsllGcnsugqNrPrL54kVaPlcgqHeOA04LFJDCTKtHqtmGzSByfTtEXcrKQLdf9bNu9Nkyi0NBFbvFYiecrhFxWLCaRyUQRW7ifh7SlrjGnHoKxvaueKR+d5Mbokowi33MntKyrvx/LVequCwK6rnY14vlyQzd5MdzDUQvlKNf8iHV7M3CYJSwmEVVVGzrpixrlRL7Cli4v+Yoek20SBaqKiijohfH5SBaHRaI34KAoK0giaKrG67e0o6FxLpIlma8wkcizts3Nzj4/+YqCpmmr2uZlSjI9QQf5iopVkohmS8iKSiKvd5gtJon+ULOsyOcwN0gpVFVjOllc1U6tw2dHFAR29QeIpEscnEjS4bPzneNziALsGmi0eE0Vq5glqZ76NxrL0+G1NXWizy9kyRSrXLdK4I2BwbXmBSXfff/73+eBBx5gbGyMYrHI2NgYH/nIR3j44Yf5oz/6o2t5TgMDA4MXxNGpFG6bif6gg+PTKbZ2XT7UI12UGYnmSOQrWEwi965v48xchoqisqVbD/UoVBS2dflwnP9mfV1MDNG7/c6m/eoyCreVZEHGXLst3+nTh/lEQWCwxUWrp/lW/vGpFGta3T+zMopFWj025jOlplv5QZcVu9lErlzFJIn47WbOzmUJufTu6XhML4RNkkin387kssK41WND08AkCrisZs7OZ1nX5uYT1TdTNS2z2fv2+6DUGEWMpiH94AOYtWWF3R1/2vCQ8XgekyjUvYd9jtWt2mK5CsFlhXG2bqumF4vFilJz35DrXsV2i0SyINefF9CHDF1WiWShwqZOfZDs1GwWr123avPazaSKMmPRPN1+OyZJJJGXcdvM5CsKTquJd+7qRVYU5jMlWt1WfnlXT60o1c+2mm1etlSlw2evWbApLGTLLGTLZMt6hLTHZiLoav7egy5dSrH4fxrLlSlX1VUL40UHkk6/ne6AndOzGZ4eiXFoIsmbtnc2vX6PTqboDzmI5spkSjKj0dyqxfmB8SQDIacR62zwknDVhfFXv/pV/uzP/owPfehD9Pb2YrVa6e3t5U/+5E/40z/9U77yla9cy3MaGBgYXDWqqnFoIsn2bh/TqSLJgszWK3ihHp9OYRFFzkdybOn04rSZODaVYjDswmMzc2wqRW/QQT6XZmtuyY3ilP8ueoKNf9yrisqpGT2xy2bWC6NYtsymTi9PjSRIFSpIIty5rqWpWC9UdI/XLS+DpK9Wj41CRal3Uxfx2Ey4bXokcVVV8db8cSfiBVo9Vsbj+fpje1fIK4JO3ZkiV67S5rWSzFfwOixEhAD7+96z9EUSo/DQb0N1mR726U9iH324/u4x/2tw9V3XcLaxWJ42r41cScFuFlftGKuqRjJfaSgcF79HWVFRVA1V0/A6LPV4ZVEUaHVb624Ry4cSA069C97isdHutXFiJl0vqr12M8mcbsc23KrbksXzZXwOc93KzWaWWNfmoc1j45Y1YWxm3dHDJIpYTSJzq3Tts6UqHpuZDR0eUkWZ+XSJ6USBUm3oL+SyrnqhGHJZkRWtLqeYShYwiUJ92HIlHT4b8+ky925s0wt1TeBXdvc2hdJUFZXDk0nu3diK1aQ7WUQyZQbCjZ7i8VyZM7UIaAODl4KrLowLhcIlB+1uuukmQ0phYGDwM8NoLEe6KHNdr5+jUylaPdZL/mFf5OhkCp/TTDRX5t4NrXowSCTLtm4fJVnh9FyGbd0+zuz9emOox9ZfbCowzs5niWRLOCwS+XKV7oCDSLbMli4vj5xdQBAEvHYz1/c1//E/MZ3WfZevkM73s8Cio8NKZwpBEGipuVDEcxUCTitBl4WjU6laGMRSYdwdcLCQLdd1tyZJJOzWC8vhFjflqsJcsoTdJPJvyr3Qs+zv0PnvwxfeCCe/Dt//IPxwqTtcsobZv/YDTf8347F8vYtqt+jxyitJFXUNccjZKKWwmkQKskJV1QCt5lFcwSTp7iKhxcLYo8tmFruuQZeFeE1HvbM3wEg0h8Uk1gvjU3NpSlWF9e16YZzIVQg5LXXtcCRTwm4x6VrmWpvYJIl1be78Kh3jTC1y+rpeP1VV4+JCjkPjCVRVT/sLrzLwCdQ/vqj7nkoU6fDpnezV0J1FCjgsEh0+Ozv6/Ku+dk/MpCnJCrsHQuzo9fHj0xE0TWsK29l7IYrfYf6Z1tcbvLK46sJ49+7dHDhwYNXPHThwgBtuuOGqD2VgYGBwLTk4nqQn4CDosnKiZrV2ORlFJFNiNl0iki7hqtmnHZtKIwkCGzs8S5rfDg++0W/V181KnQxvbQ71ODKVQkAvHHNlBZOo37pu81g5NpVEEGC41U3rKsX68ek069p0j9efdVxWEy5ro0/uIkGXBZMkEsnqwRQhl5WRaJ6A08Jsqki5NmDWE3SgaTTojDu8emGp374XuBDN0uG3cz5aQv2Fz4O7Y+kLTT4FD/4GPLtkG6oIEo+t/994Q20NZ0rmKyQLMs5akRlyWVd1KVksYkPuZR3jxTjogoxZElBUXUsdz1cQBAGfw0LAaSFRqNDmtVGSdQs20FPoFi3cXruxDVXV6hdvHruJkzMZ/A4LHV47mqYRy5UJ1SKdQdfLe+26i8Zy0Up3wE6lqhLJlOrBKaAPGC4GiLR77eweCDCRKPDtE3OYJAFBoMnDeBGHRfdLjtVdLC7tMwzQG3SSLMiMxQqsa/NwZDLZ9BhN03hqJM76dg9eu5lbhsNEMiUUTcO+zPUjkilxaCLJbWtaLhvCY2BwLbnqwvgf/uEf+PSnP80nP/nJevJdMpnkE5/4BJ/5zGf4f//v/12zQxoYGBhcLYVKlVOzGXb2+bm4kCNfUa7oRnF0KoXLKnEukmVnrx+bWeLgeIJNnV5sZqkeEjI7H2FrcX993bnQvbR6G4uGQqXK6VndjcJmEvHaTcylS2zq9PLEhTipooxZErljXUvTOdJF3Xf55SCjWKTVY7ukZZsARNIlwm6r3lW1mYjnyqia3okE8NjM+B3mBp1xu8/GXLpEp99OsVIlU5TZ3R8gW5I5k3XAr3+vnmK3ElUw8ZNNf8Uh0zY6VvzfXFjIYZYEJFG4rL44mtOHJpdrZLNlPcI5VawgifoedoukF7+ahs9hrnsWL96dWEz103W7MlVFpd1noyfg4PRshvlMiZlUkWiuTJtXj1tOFmQqikaH116XUszVLthsZomqslQAd9Wio8uySnzZwFyhoqCo1NPk3rK9i5DLQrGiB5TIikbnKprhRcJuK9FcGVlRaxcolx5a7Qk4ENDTDXf1B4hkypybzzY85sxclulkkdvWhAFdauOwmEjmK3X3DllRefDQNO1eOzuNoTuDl5CrLox37drF3Nwcv//7v08oFMJqtRIKhXjf+97H3Nwce/bswePx4PF48HpfPr/UDQwMXlkcm0ojCLpn6qGJJL1BR90yazU0TePolB5Rmy1V+bktHcymisymS+zs04uxCws5tnb5GH3yq1hYsrKy73hr037Hp9MkCxX8DgvpUpXegINYrlKTUUQQ0C2xrutp/uN/ciaNRXp5ReAuHzRbTtBlRVE1ojndniueq3Bdr5/Tcxk8NhMTy3TGPQFHY2HstZOtDaZVFA0BgZ29fjQNHj+/AIF+ePdeuOl9YK/JUSQLDL+Gb+76CrMd9+rewSu6oucjWQZCTl3+IK6uLwbd0mylt/Ri6l0yLyMIAiZRYHHmsKpq+Oxm/DUPY0HQLwxma4VxyGVF03RnCkEQuHk4hCgKHBhLcGAsid9uxmaS8DstdVlKp99OrtYxnkkVsFukWlDMkp67y2/HZpIoyNWGi5NMraD22PTC3m03s6bVjdNqQqp1nftDjRKG5YRcVqLZMrOpIqrGqoN3i1hMIv7a/+/2Hj8bOzx898Qccs0/uSQrfP/kHJs6PXXLt0imjN9hYSDs4vNPjrP3fJTPPjFGLFfmF67rMrrFBi8pVz3i/Ja3vMXwEzQwMPiZ59CE3ulVVI3Tc2nevL3zso8fjxdIFfSAhTavjc1dXr5zfJaQy0Jf0MHTI3EskqjH4U5+p75uzDTI2k07m/Y7MplCEgTavTbm0mUQBHwOM367mSOTKUyiwLp2Dy2ryCiOTqXY2OF5WUXgtnttHBhPoKpaQ0ETdFkwiwKyoiEIAoWKwpYuL3vPR/HazQ06456ggx/VNKdC7bkDmEsVUVQNt82EySThspp4dizBe27TEG1euOd/w93/CwoJsLrBZGH8h+cIaktnW0Sp6Wzv3djKMyNxBKEx7nk50WyZlhVuIbmyTIvbxmgmV/9e5Vr3tlLVBwwXXRRiuTKdfns97npxiC+W0wfwBsIuenx2PFYTr9/czjePzmA1iZglkUimhNeu75WvKGSKFRJ5maDTQovb2tAZDjoteB1mShmF6WSBzbU7DYsSDLet8fsryXqxahIFhi6TABl2W7m4kGM6WcRhkQhe5sISwGnVHUjafTbu29zO/3v0Av/+zAS3rW3hkTMRylWVn9u8JH85M5/BYzfxe3cO8f0T8zx6doF2r4333Da4qrzIwODF5KoL43/913+9hscwMDAwuPbMporMpErct7mdY1MpTKLYNB2/kqNTSRwWkePTBd6yoxNV0zg2lebWNSEEQeDIVIoN7R7OnjvN9sqR+rrRttdy14qCIZYrc3EhB+i32sMuC1OJAls6vfzgdIRcqYrXYeaOteGmc8RyZaaTRe7Z0HpNnouXijavDVnRiOXLtLiXipqQU09KK8oK1Vr3sCyrbO3ysX8sQbZURVZUzJJIT0AP+ljIlmn12HDWbMD2XYwTcJpxWEwUKwpht5XZVIkLtQAWAAQBnEFA7/4nCzJehxmP3YTTuvQnbyyWp1xVGQy7+O7xOVRVw2tfveBbyJaaorhzpSr9Id2OraqqiIKArKhYTAKVqobPrmuMRUEvgDt9dp64EEXTNKwmCY/dVNcZD4ScaIKA02qiP+ykXFWxmvWLocVutat29pFoTv/e0LvIsVyFYkUfHBQEgYGQk0i61BCtnSnqOmibeekCqywrqGqtu+0wN1jRraTFbSVd1O3Uuvz2KzbFbLUkv1ypSsBp4Tdu6ucLT4/zmb2jBJ0WfmV3b0OQyonpNBs6PLhtZt56ffdl9zYweLF5+bQhDAwMDJ4nhyaSBJ16p/fgRJLNnd7LDrGVqwrHptIUKgoC8JqNbZyezVCqKmzv8deL1W09PhJPfQGxNvqkIOLd9ctN+x2dTFGo6IljiXyFdp+dZEFmW4+PR05HEEW9G7djFQ3lYoTu5Tp5P4u0emyIAsylGuUUHrsJkyRiN0tkS3qhFsuVuX1dGA2N+UypbtPW4bVjNYmMRpe6yC1uC4cmEmzt9iOJAjOpIgNhJ1VV5ZnR+KpnyZarVFWNfFmhfUXn8eRMut5BrlRVRFFYVWJTqFTJlZWmjnG2XEVAL4ZLsoLFJFCsKHUdss9hRhIFgk4LsWyZLr+dXFmpD+CFnNZ6EEenz47TIpGvVKkqKpWqiqV2lyCSKdHqseGuySAuLuTx2E1kS1V6aw4OsWVJgYMtLkqywlSyUB/AW7RqWyxoNU0jV1aoqiqyotLmsV1WrrCokT47n6H7MvriRWRFw2s3c2Ze95XuDjj40OvW84f3DPM/7lnTkJq3kCnVgm58V9zXwOCl4AUVxuVyme9+97t86lOf4u/+7u8a3v7+7//+Wp3RwMDA4HlTqaocmUxxXZ+fuUyZuXSJnX2XH+I5OZOmXFWYiBdY0+amw2fnwHiCdW1uvHYzB8eTeOwmAg4zGxe+W193wraTTevWNeylaRqHJxMI6C4EhYpehLR7baiqxpn5DGaTyI4ef9PQ16LOeXu372WnrzTX7NXm0o2WnYKgF542s8R8uky4plttcdu4cTBEPFfh9KwegiLW4omXyyvSxSrpYpW71rcgCDCRyDPc4sYsiRycSJAuNsYWA6Tycm2t3DAwptbiuTd3eZlP6wlwdrO0amG8UHPYWK4x1othFVlVdWkIAlaTRKmq1AvaRVnG4uDaopXaVE1O0eKx1i3QRFFgIOyiUtVIl6og6PZrak2T3eqx4qoVxuOxPJ0+O/Fchd6AA5MoNERoD4Sc2CySHnteG2TL1BwpFolkyggCqJpGVdHovEKx63OYMYkCc+nyqlHQy9E0jbl0ibVtLs7MLQ3diaJu2bfy9XxsOo3HZqI/eGmNs4HBS8lVSykOHTrEG97wBiKRSFPKEei/BP/wD//wBR3OwMDA4Go5Pp2ioihc3xfgkTMRwi4LPVf4o35gPIndLJHMV/j1m/pIFWRGonneubsHVdU4MplkR6+fk08/zO3qbH3dwsAvsG1FjO14vMB0soTZJFLVVHoDDkajee5e38p/HZ2lUlVp9di4Zbg5AnoslidZkFftJL8cWLRXW0nIZSFfqTKbLrKm1c1CrWN678ZWvn18lh+cmuf+bboGvD/s4sma9CBTqjIay+GtxXh7bGbyJQWXVcIsCVRkvWv8mo0r7NgKFVRNI1+uNrguXIzq7iSbO70cHE/isEh17fdKFrJlrCYR77LBvEXNrqJoaGgggFUSKZQVHBYJq0nvjOvfs67PtZklWj1WJuIFNnV6aXHbODaVruuoB8MuvnN8jlReT5kT0FjIlpEVjQ6fHatJwiqJjMbybO7ycmYuS4vHSqDWkV4k4LTQ5bNzcjbNVKJIu9dOplRt8Gc+F8kSdFr0YBJVo+8K0eiCIGA1ixQqymUH7wDi+QrlqsqtwyGevBgjV67WZSArqSoqB8YT7Oh5+V0AGrxyueqO8Xvf+148Hg/f+MY3OHfuHGNjYw1vo6Oj1/KcBgYGBs8ZTdN4eiRek06IHJtKc11f4LLayIVMiYl4nvl0Ca/DzA39QQ6MJ3BZ9ZSxc5EsmVKVHd0+TCf+o74uI7gZuOUtTfsdGE/odlxeG5F0Cb/TjKyobOny8JPzUSRRHypbTfN8eDJFh9f2sh08WrRXW8mijrUkqzgtUt1xwW0z88ZtnZybz/HkhSigdz5zZYX5dIkHD03T4rbS4bVRLCv4HGasJpGKouG0mLFbJJ4dTdS9kBdJFioI6IXd8oLu2bEE/SEHIZeV+XQRm1nCYzOvOuQ4nynR4mlMhVu0TSvJCjaT3tk1SyLZsowggNe+JFtY7Bgvhlcspvy1eKwUZaUe2rG2zY2AHgYjiSIqAjMpPWVu8XWgoctCFov0sNta338RQRDY3OWlqmqMLOgd20yxsWN8ajbNcKsbVQMVjcGWK8t1RARAa9Bpr8ZMsogowK1rwlhMIocmmn2MFzk5myFfrrJ7IHjFr29g8FJx1YXxqVOn+Ou//mvuv/9+hoeH6e3tbXozMDAw+GkwldDt1XYPBDk9m6FcVdje47vsmoMTSSRBYD5T4vq+AE6LxMGJJDv7AkiiwMGJJAMhJ4l0ih3Zn9TXHfHezWBb4x/2YkXh2FQKFfA7LFhMEtlSleEWF2OxAtNJ3W7rxqEQthWd5nJV4eRM+mXbLYYle7XFAnKRoNNCpaqil3iQLMj1YvZ1m9ro9Nn40jMTPHZ2oe588JknRplKFPjVPX3YLSbmMyW9g2oWSeQreOz6IJ6iqjw10qg1ThVkNE0vVBcdGdIFmTNzGXb16/9n85kykiRc0mlhPl1sCr9Y7BgXZAWTJGIzS2gaVBX9+1reeV6MVE4XZfpCznqYyaI0I1qTO4TdVkJuK+cjWSySiKJoTCeLtPts9dCRkqwgiboEYtFXOeSyEstWGs63scOLWRI5Pp2uhXtU6x7G6aLMVKJIT8BBVdW71c/lAkxWVARoCA5ZjelksT4wub3Hz4GxxKprVFXjJ+cW2NDhuaR/tIHBT4OrLox7enqu5TkMDAwMrhnPjMbp8OrBCQfGE6xtc9cLg9WoKiqHJ5Ioqq65vGdDK6dmM+TKVXbVgiTOzukhIWN7/6MhAlrY/stNnegjU0kSuTIBh4VsqcpQi4vRWJ4dvX6+fWwWRdXwOyyrRkCfns0gKypbu33X7Pl4qenw6YXW7IoBvKDLgqxoeGxm5KruTLE4gGYzS+wZDNITdPDI2QgPfO8M5+ezjERz/NqNffQEnbR5a0EfPjuapsscugMOcuUq69s97D0fpbDM1zdZqFBRGm//770QxW01sbHDQ7GikC7KCAj4VymMF/WyKwvHTFHGZZVIFWREQcBmlhAEvVurKFpDYbw4tBfJlOkLOuphJi6rnii3sCwlcG2ri6lEAadFoiRXmU4WG7TR2bJe4MZylXpUc9htIZ4vN0gau/x2ugMOJhIF5tLFeuodwLGpFFaTiN9hpqqoSJexqVv+POQrCnaLqa5bvhTj8Ty9NWnG7oEAiUKFw6uk3x2cSBLNll92risGr3yuujD+oz/6I/7mb/6Gcrk5+tPAwMDgp0WuXOXETJpdA0Gi2TIj0Xy9O3gpzs5nSRdlJpMFeoIONrR7eHo0zoZ2vZt1ZDKFxSTSH3LSPfFQfd2EqY8tO29t2EvTNA6OJxFEge6AnXi+gs0kYjWJDIVdPHkxhkUSGQg5WdPaHNxxeFJP1buULvPlgMOi26vNrhjACzr1Ys5jN5MtVzGJQkN89JpWN4Ig8MevXcfbr+/mLdd1MhR21Qut9lph3B1woGoaiqrid5gp1/TaZknkeyfm6/sl8hVyJaWuLU/mKzw7Fuf2tS2YJLGeRKeq2qod43RRpiSrtK9IzMuUZFxWPbVP07S6DZogQFlRGjqgi8/FXLqIz2HB7zAzGs3VOrXWhkJzS7ePbFnBYhLJVxRmksV6UZ8uyGRLVVw2E/PpEq21grvFrdvjLfczFgSBe9a3kizIHJpIomq6XEVR9Sjm63r9zKZLKKqG1SRSrvkZX4p4voIogN9hrjuHrEZJVphNFemrDdK1uG3s6g/w8Kl5cuWlC5Zotsz3T86xayDYYOlnYPCzwFX/5v21X/s1xsfHGRwc5PbbbycQaOx8CILAxz/+8Rd8QAMDA4Pnw8HxBCZJYGu3lx+cnCfotLCm9fIaygPjCSQBMsUqb7++h4VsmYl4gf92c79e6E4k2dbt4+Txw9xcOV5fd67tfu51Ntp4TSeLjERzSIKASRIJOs3MpIq1pLsF4rky7V47Nw2F6rfIF0kXZEaiOX7phpf/HbkOX3M0tNeuuxtYTSLzmVItUW3pMWta3fz4zAKZUpUtXT78DgsnZjJ1P+MOn53DE0k6fXYkUb/YqCp6uMZUssD9Wzv492cn2dDuYX27m/l0CQ3oCzrRNI1vHJmpdep1mcpsqojLKlGoKKs6UizqpNtWdoxLVSwmqZbCBzaLhKpVCdgtZEpyU4Jem8dafy7WtLq5sJDj3o26td3yrvq6NjeSqIeHaOjOFItF/bHpFC6LCbOky30WwztaPTYEAebTpXqgCMAN/QECDjPfOT5HwGnFYzdxdCpJpiRz01CIf9s3hiDonfKJeOGybhOTiQImSWAg7GYyXrikJngqUUDVoG9Zit49G1o5H8nyL0+O8fPXdVGsVHno8Awhl5XXbWpbdR8Dg58mV90x/u53v8vHPvYxZmdn+fKXv8wnPvGJpjcDAwODlxJV1dg/luC6WlzwkckUuwYuP3QXz5U5N59lIVvG5zCzZzDIM6Nxwm4rg2Enk4kC0WyZHd1+Ks9+rr5OxkTbzb/StN/+sQSVqkqX385cqkhv0Ml8psz2bj/fOT6rB324rVzf3yyjODypu2KsexlFQF+Kdq/+/S9n0SvYJAlkinq4yfKOcZffjtdu5uSMbtvW6dP9jPWQFL1jXFE0ylW1FvShx3Y7LBJn5jJsaHezs9fPfx6c4sxchmShgssq0e618uMzC4xEc/zidd2YakN2M6kifocFVWPVwng+XcLn0If7lpMtVdHQUFRND/WQRBRVw26RUFSaNLNtXns9Jnu41cV0sqgnw3ntzKeLdQ2u32HBIolkilUSuQpWk0jQaUFVNQ6OJ9jQ6SFbUnRf5loX22ISCTktTcOONrPE/ds6OD2bYSFTolCp8u1jc+zqDxBwWjg5m8EiCXQHHIzFcpf9vxyN5ukJOBgIuerDg6sxFsvr6XvLLgwcFhP/7eYBFE3jE49e5HNPjhN0WXnXnt6XVaKjwauHq35VfuADH2DHjh0cPXqUcrmMqqoNb4qiXHkTAwMDg2vIydk0qaLM7oEgRyZTqJrGdVcYYntmNEFJVsiU9HVOi4mjUyl21wrqZ0cTdHht5PJZdqa+X193yHELG4aHGvYqyfrQnQa0euyUqnpYQ9htBUHjxEwal9XMli5v0+15TdNq1lX+euH2cqbdayOWr1CSG/8WhNxW1Nqde5MosLCsYywIAhs7PJya1YMhRFFguNXF+YjurlAPD0kX6fY7EBAoygouq4mFTJlYrsIbt3UwEHbymb1jTMQL2M0SXz04zWPnFnjjtk56llmTzSSLdcnKahrj6VSRTl+zPVmmKKOoGmLNb1gSBSpVFVstPGZlx7jdayOaLVNV9KQ9UYALkWy90F+UQQiCXui6bCZm0kUCTguCoA9+xvMVbl/TQrFSpVIL5Vik1WtjfoVsBeAtO7rwOyycmc/wTz8ZpcVj5b7N7aSLMjPpIpIksrbVzXi8sKrtKuivy4sLOQbDLvpCDpIFmXSh2TMa4Nx8lsGWZj/igNPC++4a5r23D/KHdw/zGzf1NcVTGxj8rHDVv33Hx8f5i7/4C7Zs2YLZbLzADQwMfrpomsYTF2JsaPcQdFp4dizOli5fPYlsNcpVhYPjCcpVFUkUuW1NmEMTSURBYEePv65X3j0YZPKJL+PRlgILspve1VTAHp9Os5At47WbyZdlBsNOLizkuKEvwNcPzVCpqrS4LewZbPYuvrCQI1mQ67f5X+50+fUBudkVXeOwy6q7JNhNqJpGIi832Kxt7PCwkC2zUOuwrm11MxrNU64q9fCQ2ZSuM85XFKwmEZ/dTElWGInmMUki79zVy9YuD4lChelUkWS+wrv29HLDsi59saIQz1ew13yHnZbmRMTpZKHB/3iRbKlKpRbbLAggCnqBvvi+Z6WUwmtDrQ0L2swSA2EXJ2cztHmXCn3Qo6NtZomNHV6ypSoLmRLn5rP84OQ8uwaC9IedFGope8u72JfyjTZJIjcOBvHZLbxzdy/vuXUQsyTyzGgcWVYxiQLbuv0UKkq9o72SWK5Cuigz1OKiN+jEIgn1RLvlpAoVZtMlNrSvHrkuCHp3usVju2KktIHBT5OrLozXrVtHJtP8w2FgYGDw00AP1Chy63CYsVieSKbM7oFmucJyjk6miOfLpIsyA2Ena1pcPD0aY3uPD5tZ4sB4ArMk0uW30z/+1fq6CamX6299fcNemqbx1MUYoHvwTqdKeO36wNOWLg8/PhPBbpbo9DvY0tVcPBwYT9Ab1AuHVwJeuxmXVWI6uaIwdluI5cq0e20UK3pBHF0WUNEXdOKySpya0/++DLe6qapaPR66w2tnNqV3jMtVlTavnaqqIUkCI1FdEiCKAkG3lRaXlf91/0Z+765h1rV5Gs4xXUugk2ryjpXFWqYkkylW6V5RGMuKSlFWKMkKJlF3d8iVqsiKhkkU8NjMTdrxsMuKRRLqz8W2bi/n57NUFa1e6IMe/2w3S1RVlbDLylgsz78+NU5/yMFrNrbitEiUZQXXiou9Vo+NZEFu6s4D9Iac2C0i0VwZURTIlmSevBDFYtYvCLZ0e3FaJM7NZ5vWAlxYyGI1iXT5HZglkeFWN6dnm//2n5nTHzcQNhLsDF7eXHVh/JGPfIQHHniA+fn5Kz/YwMDA4EXmyQtReoMOeoIOnhlN0B2wN1hdrUTTNJ4ejeverJrGbWtaOBfRu7Y3DYVQVY1nR3W98pkjT7FGPlNfe7rzLfhcjUN3Y7E8I9E8FpOI1SThd5iZS5fY1OnhmdEE0WyZoMvC7oFgk3dxtiRzejbT0NF8uSMIAp0+e935YZGwy0ZV1fDZzaQKlZqcYqkwFkWBDR0eTtV0xl67mQ6vrS6n6Kjt2ea1IongtpnIl6uICJyby9YlAefmczitJnovETU8ES/gd5gpyqsP3k0n9HN3+hpfQ4sexvmaLVzYZSWer2CSBBCEBn3t8u+py+9gMqEX4xs79Aujk7PpeqEP+uBmm9fGxYUcW7u97BkI8Qd3D/PO3b1YTRKCIFBVmkM2FuUeK59r0K0IN3f6+NHpCI+dXeBf940jCiKiAE6ribDLyvr2JfnKSk7OpGtDgXqxv6HDw0g0V7+oWeT4dIrhVpehGzZ42XPVr+BPf/rTJJNJhoaGuPnmm7n//vsb3t74xjdey3MaGBgYXJJotszpuSw3D4VI5iucmk1fMU1rNJZnPJYnUZDrTgV7L0TZ0O4h5LJyZj5Duiizo8eH6fC/1NeVsNJ/52807ffUSBxZURkMO5mI5xkIO5lN6WEh3zgygygItLhtq3oXH67ZwW3qWP029MuVLr+j3pldZNF/124xkSrqkoqFFbfxN3Z4mUmVSNS0t2vb3Jyb14veLr+dQkUhVxtAM4k1H2ERovkyszVJwVg0R3fA3tS9XWQiUaAv6CSZr6xaGM+kioRclqbBO11frFKWNaqKit9pIVPSJRBlWblkUEh3YKkw1uUSHp4eidPptzGdLKJpGjNJPUxkJlVkU6eHfKVKi3spda9YUZBVDaup8UweuwmPzdTUnQfdcu76Pj+3Dod4/HwURdO4f1sHxUqVdq++98ZOD9PJYpN2OF2QGY8X6g4YAOvbPJhEoSHRbjpZYDxeuKItooHBy4GrLoyPHz+OJEmEw2FmZmY4ceJE05uBgYHBS8GTF6OEXBY2tHt4aiSOy2ZiyypRy8t5eiROuaqiqBo3DQXJlPRAhVuGdf3vM6MJ1rS6mJmPcH3mR/V1+913s7a3q2GvZL7C0akUoBd+FUVFVjTCLgtWSeToVAqfw8y6NjfdgVWG7sYSbO/xYzG9srptXQE7ibxMfpmHrd0i4bJKmGoFq0kUGzrGAINhFy6rxJFaMMTaNjfJgkw0W6bdp9uTTSd1i7F4vkJPwIFFFKkqKiMLOWRFZSZVZDC8uruHqmpMJfT1ibx+YbSSiXie7lXuOGRKck1GARVFxWMzUaqotLisJAvyqkU2QE/AQTRbrndab10TZi5doqpAUdajr+fSRWRFRdNgQ5uXclWXbSwykypiNYmIK14mgiDQFXAwlWj2GE4VZPxOC6/d1M5f3L+RP7h7DZqmUZLV+h2VwbALm1lsCuI4Np3CIokNftt2i8QN/UGeuBCtnVXj8fNR2r02Bg0ZhcErgBc0fDc2NnbJt9HR0Wt5TgMDA4NVyZZkDk+kuGkoRLmqcmA8wU2Docs6OyTzFY5MJsmV9aCGm4bCPFGTYvQGnSxkS1xcyLGrP0Dkic9jZ6mjqez49SY96rNjcbJFmU6/HuixrtbhvKE/yJeenaRcVejw2tg1EGxaOxLNE89XXjFDd8u51C3+sFsfwAs4zWhoRFZ0jCVRYGu3j8OTSTRNo9vvwGGRODufxWqSaHFbmUnqscazqSIDYSeyomIWRUaiOc5HshQqCltX0XIDzGdKtVAQK0VZIehqLGYVVY9j7g02F8bZUhVNA6lWnTqtJoqyQovHSjJfWdXdAqhfEC12jTt8dta2ujg4nkAU9CK0WFGIZnSfa2stNCSeWwrumE4W8DnMlFYJ5Ojy25s6xpWqSr6i4LM3nimWKyMrWt272CyJ7OoP8NRIDFnR95YVlX0XY+zo9TfJI24eDlGSFf7z4BSPnFng5EyGeza0GkN1Bq8IXlntCQMDg1cd+y7GsJlFdvT42T+eALiiVnffSIxkoYIoCGzq8OKwiJypSTFA7xb7HWZURWHn/NLQ3VnTenbfdGfDXpWqyjMjCRBgTauL2VQJt82Eomqsb3Px8Kl53FYzHT4723t8TWd5dixOd8DeZN/2SsBtM+O1m5lZUbDpwR5luvwOShWlyZkC4LpeP4m8zGgsjygKrGtzc3JW1x3rEo1iPWLZYzMjCAIFucp4LM/+0TgOi3RJffFoNI/dLCHWCrnQCr34XLpIuao2BFUski3JKJqGy2YCdHeIoqzgs5upXiJBb/G5aHFb657MAG/c1kmuUiWWK/PUSJyL0RytXhttXl2HLQrU5SSga5B7Ag5ShUqTvVq330G6KJMuLskhUkV97crI54l4Hg2NgdBS8M2NQyFKssoTF6IAPHkxRlFWuH1tuOl78drN/OqNfVyI5Hjs3AKv3dTG+nZP0+MMDF6OXJPCOBqNMjk52fRmYGBg8GKSL1d5ZjTBLcNhRAGeuhjjhv5A03DbcgqVKk9eiFFVNCySyM1rQuy7GK9LMQqVKofGE+wZDDKx7z9pVZYGjC8O/WqT5vToVIr5jO5AIVc1Qi4L4zFdl/njMwskCxW6Aw6u7w80WcelC/rQ3Z4r6KFfzuidzGadcSxXptNnrw2xaQ3OFKAHhHQH7DwzGgdga7ePqUSRRL5Cl18fwPPazfgcZspVhXafnXJVJZ6v8PRoAr/TQsi9epE6Es0xEHYSz5cxiUKT7/B4rIDDonemV5IpVmuvHT3BT1X1wBG9UIaAa/WvCXrq3bnIkvuD32nhl3f1oGrwo9MRHBaJ3751kKDTQqoo43OYSRT04lbTNCbieYZaXMiK1hCxvPg8i4Je9C6yqBleWRiPLOQxiUupeqBfXLx2Uxs/Or3Av+wb44enIty1vhXPJfyGB8Iu/uS+9fyv+zdy25rm4tnA4OXKCyqMH3jgAVpaWmhra6O/v7/pzcDAwODF5MmLMSRRYNdAgGPTKXLlKjet4hG8nGdG48xnSphNAr1BJ71BB0cmU9w8FEIU9UAPQRBo89gYGvtifd280MLO1zQm3Wmaxr6LUVRNY0OHl3ORLH0hJ5FsmRsHg3z14BQ2s0TYbV11GPCZMb2zufkKeuiXM6vd4g+5rGRKVVo9VhQVqorWpDMGuHEwxOnZDKlChcGwC4dF4vh0is5aERzNlekLOphIFLlxIEChopAuVJhPF+ny2Vf1sFZUjbFYnsGwi2i2TNhtRVwxoDcWz9MbdKwqDdA1xipiLcFwIVNGFHQ5glkScFsv7Zu9tk3/msllXeChFjf//Y5B7GaJX9ndS9htJeC0kCpU8DssJGpSikimTK6ssKn2WknmGwflbGaJTr+9bmsHkCrKWE0i9hUXihPxAk6rqUkPfdNQiDdsbcckCrxxW8cVC16LSXxFhNEYGCznql/Rn//85/mrv/orfv/3fx9N0/iTP/kTPvShD9HV1cXw8DCf/exnr+U5DQwMDBooVKo8PRLn5uEQFknkiQsxtnb58DouHTgkKyqPn4uiaRpmUWLPYJCnLsZxWCV29PqRFZWnR+PsHghw/vBPWFs+WV97sO2ttPldDfudnc9yPpLDbpFwWiTMkki6UKEv6GAmWWQiXqDLb2d9u7tJKiErKgfGEtzQH3xFFxddfgeZUrXhFv+iM4VJEhBFAbMkNjlTAGzq8OCymeoXQJs7vRyfTtPutSGJ1OQUTqYSBTZ1eTFLIrF8haqq0b5KYh3oOt1yVWWwxclCrTBejqpqjCzkGAq7Vl2vd7Y1NE23apvLlDCJeiT0an7Iy+kLOrGaRM7MNVqj2cwSkijUXwd+h4V4rkLQZSFZ6xiPRnPYzCJrW9yIAvWPL2cg5GI0uiTVSBVkvHZzw5kURWUhV8JrN+G2NRfxNw6G+JU9fVd0dTEweKVy1b+NP/nJT9aLYYA3v/nNPPDAA5w9exa3200sFrtmhzQwMDBYyb6LcURBYM9AkLPzWSKZMjcPX75bfHA8yVgsj9UkEXBZWN/u4cB4gtuGw5hr7hGFSpW1bW7CJz9XX5fHTv89v9O0397zURRVY3Onl/ORLBs63FyM5rlpKMS/PTWOIECL28aNq3Sxj0+nKcrKK8q7eDW6/HYEgQbHhIDDgiRCurhoR8aqHWOTJHLrcJj9YwkyJZktXV7m0rqNW7tX70T3hZyUqyoCAiGXhVi2jKrR5PW7yLn5LF67mXBN5xxeoS+eqhXOQ62rF8bzmRJmSaRSVQm5LUQyJVxWE5lS9ZL64uXfz+ZOL/vHEw0a4bPzWdpqsdGgRygnax3jxbjokViegZATk0nEa1+SWCxnMOwkWkuqAz2NrklfnChQklU6ffZX9AWZgcHVctU/FRcvXmT37t2ItcncSkX/IbXb7bz//e/nM5/5zLU5oYGBgcEKihWFfRdj3DwcxGoSefTsAuvb3XRcoksIeifwkbMRFFWP8r2hL8CRyRQ2s8T1/QE9Uvp8lK1dPs6fP8N1+cfra5/23sfGgUaLtol4npMzGSwmkVaPlUJFqQ+Cee0mDk0maffa6A7Y2bBiMEnTNJ4ZjbOp07tqIMQrCZtZos1jY3yZ9lUUBYJOK7HaAF6lqjK/SqQx6IOUdrPEo2cW6As68dhMHJ9O6zrjZJEWtxW7WWIiXsBjM6Nq1OzImlPgAE7PZdjQ4UFRNRL5SlPH+EIkh89hbiqYQY8QT+QrhFwWsuUqIZeVWFYvPhP5CgFn85rVvp9Ipsx4XL9QKFSqHJ5IcuNgiAuRXN0bOVXQNcbpokyhXNW72C26bdqi1GIlPUEHJlGoh6Gkazrl5ZycSaNqGoMtqxf+Bgavdq66MDaZ9KtxQRDweDxMT0/XPxcKhZiZmXnhpzMwMDBYhX0XYwgC7BkIcT6SYzpZ5I61LZddc3I2zenZDB67BafFxI4eH8+Oxbm11i0+O58lmquwrduH+cCnkdBtqxRErDe/t2m/x89HKVWrrGtzM7KQZ0O7Rx+kGwzyuSfHqVRVuvx2dvUHmzSsU4ki08kiNw6+Om5X9wYdTMSbB/CiuTI9AQdFWS84VytmzZLIaza1sX88wWy6yJYu3cat3WtjLl1E1aAv5ODkTJqqqmE3i5Sr6qqFYyJfIZIps6HdTTxfQdWgxdNYzJ6LZBluca0qiciWquTLVQJOC5oGbR4biUKFkMtKIl/B77zyRU53wEFv0MF3js3WpT2CIPCm7R0UZYXzkRwBhwVVA5MooGlweDJJRVHZ1KlfYPkcFhIrNMYAVpPEmlZXPTUwka80WbWdmEljNYl0eF8Z0eMGBteaqy6Mh4eHmZqaAuD666/nn//5n5FlGUVR+MxnPkNfX9+1OqOBgYFBnVy5ypMXY9w6HMZmFnnkbIS1ra66J+tqaJrG947PUVVUHBaJHT1+Ts1msJrEupThiQtR1rS6GJmY5MbUt+pr99tu4sYdOxr2i2RKHJ5IIQkigy0uItkybpsJVdMYbnHyo9MRwm4rQZeV61eRSjw1EqPDa2twBXgls+g3XKku+e+G3bqUoS/owCKJFCrKJbvG27t99AUdfO3gNFu7vSQLMrKiISu6B3JvwMFj5xboq0WCl2SFeK5CVWn0+z01qxeFfUEn0WwZQWi0aksVKkwni2zoWN16LF2oUKgoeGwmTKJAwGHRi0+HmUJFIfgcOsYAv3BdF/F8hb/94Xn2Xohx3+Z22r12BkJOjkwl677KmqYX5/vHEwyEnLhrDhFBl4V4rll6ArChw8tINE+uJJMqyg0ezeWqwoWFHE6L6Tl1tw0MXo1cdWF83333sXfvXgA+9KEP8eijj+Lz+QgEAnz961/ngx/84DU7pIGBgcEij55dwGISuXEoyMWFHFOJIneua73smhMzaY5Op2n12DBLIjv7/DwzGueW4TAWk8hoNMdYrMCOXj/S/n/Epi0VHenr/jvSCi3m3vNR8mWZ4VYX86kifUE75yJZdvT4+c+D0+TLVQbCTq7r9eNaoXVN5iucmElz03DoVROI0Bd0omo02LaFXFZ9wMxpwWs3U5IV5i5RGAuCwFt3dpMrV3nsnB7EciGSxSIJzKT07ns8X+G2NWHWtXkoygpVVWViRRLckckUmzu9mCSRaLaM32FuCK9YvFi61ODdbKqEompYzbqVW7Io61Zttf/jS6XerSTksvJbtw6wrdvHL+/qqV+cbe/xcXYuS1XRcFgksmUZSRA4PZtha7dvab3TSqoo18M4lrO+3Y2qaewfS6BpjWe6EMmRL1exW6Tn1N02MHg1cmlfmSvw53/+5/V/33nnnezbt4+vfvWrCILA61//eu64445rckADAwODRRL5CvvH4vzclg4sksgjZxcYbnHRs0pC2SKqqvHtY7MoqorHbmZtm5vTc7o2eNeAXpA8enaB/pCDufl5bo1/vb72gOV67rj9nob9kvkKz4zGEWrhID85H2VXf4CJRILrev18/MfnCbos+B0Wbh5qtrvaNxLDbTNfMbL6lYTPYcZjMzGRKDBQKzpb3Faqqka6VKUv5GQuXWQ+U7zMHhbeubuXf3tqHIB4rkzQZeGbR2ZQVY3hFhcFWWEg7EQSBfIVhTNzGQZrX28uXWQuXeINWzsAVh28OzGTZn27+5JDaRcWslhMIrKi0VqTciiqfhdCEMB/GUeUlXT67PVkwEW2dft49OwCPz4TqYegZEq65GP78sLYrUs5kvkKLZ5GSYTDYmJTp5fHz0cBraGL/exYohY7Lqwag21gYHANk+9uuOEG/vZv/5a/+Zu/MYpiAwODF4Ufn47gd1i4vi/ASDTPRLzAXeuvrC0+OpWiJ+BAVTW2d/t4djTBHetasJokxmN5RqJ5dvUHYf8/49CWuowzm9+LdYUH7E/O66Edg2EXsXyZNo+ViXiezZ1efnw6QqJQYbjFxcYOb9NgV7GicHA8yU1Dr2yLtpUIgkBP0MFEbGkAb1HCEM2W6Qk6qCgac6nVO8aL9Iec/PatA4RcFkZjefZdjHN2Pss7dvWwZzDISDSPIAgEnFYSuQrHplN194cD40kCTjN9tYuoaK5M2L1UVEazZSbihYbO7ErGYwVCTt0pot1rYzZVRBIFFE3Daze/4P9TkyRyz4ZWDk0myZZkjk6liGYrTQ4Si13gWK5ZRw1w81CIqaQuXVkMpJlNFbkQyeIwS9hMolEYGxhcgqv+Ka5UKjz11FM8+OCDPPjggzz11FN1ZwoDAwODa81cusjR6RT3bGhFFODhU/MMtbguGfsLerf464emQdM7joMtLs7MZ/HYTdzQp3eLHzmra1NnF2LcFPvP+tpjpq3cc88bGvZL5Cs8eSGGJOpyjFOzGfpDTuYzZfYMBPnKgUl8dj0G+dbh5m7xM2NxBAGu73tlW7StRl/QyWSiWC9U7RYJt81U0xk7EQTdSmxl1PFKOnx2fveOId5/71o6fHZ6AnbWtXkYCusevrFsmU0dXqqqxli0wGSiUHd+2DOgy1c0TauHeyxycDyBx25iTc35YTVmUkVavDaypSptHhsT8QIOs4lKVb2iVdtzZVu3j1uHw5yazfDMaIIdvT6s5sY/1VaThMduInYJnXF3wIHPYa7ruhVV47vH5/SCWtCf+1e6G4qBwdXyvAtjRVH40Ic+RDAY5JZbbuFtb3sbb3vb27jlllsIhUL8+Z//OararHsyMDAweCH84OQ8HV4bmzu9nJrNMJ0s8tpNbZddc3w6xdGpFOva3RQqVbZ1+zg6leKeDW2YJJGJeJ6LCzlu6A+gHPg8bnUpeGFkw+/gXBGH+9hZvVu8tlV3NQg6LcylS6xpdXFwIsF8psz6Ng+Dq8g7ZEXlqYsxdl0hsvqVyqL7xPLo55DLQjRXostvx201kchX6r69l0MQBG5fE2Ztq5vpZJGZVJHBFhfFisJ4vMC2bi8uq0QiX+boVIpnRxMA7OzzA3qsc7mq1iOfK1WVw5NJdvYGmhxEFilXFRayZXy110S7z85UUo+OLsrKNevACoLAaze18Zs397O21cVrN7aRLysUKo0R0CGnlXh+9cIYYG2rG1EQ+OcnRvmXfWNMJQvcvjZMWVZp89gu+X0aGLzaed6F8Tve8Q7+z//5P/T19fHBD36QT33qU3zyk5/kj/7oj+ju7uYv//Iveec73/linNXAwOBVytn5DOcjOV63uR1Ngx+emmdLl7dJo7kcRdX49/2TWEwiTquJNa26trjdY2Nrl67vffTsAj0BB5PzC9y68O/1tWdM67jzNT/fsF88V2bfxRgmUdcmH5tKsbbVzXi8wE2DQT735Bhumwmvw8Itq3SLj0ymKMkqe64QWf1KpcNnxyIJjC2TUyw6U5glkYEWJ/ly9ZLOFCsRRd3iTHcpidLitmKSBBL5Cjt6/bR6bJhEke+dmOPx81FuHgrVL0gWsqX61wc4MJ6gXFXZPXDpTv5Uoki5quC0mvDazWiaRjIv47RKZIrVJtnMC2Vtmxu7xYSplhUQXRGAEnJbiGUvfRFRqCi8YVsHbpsJURB4154+JFGgoqh0By79c2Ng8GrneRXGP/rRj3jwwQf5i7/4C06cOMFHP/pR3v3ud/Oe97yHj33sY5w6dYo/+7M/46tf/SqPPPLIi3VmAwODVxFVReW7x+fY1OlhMOzi4ESSeL7CPRsu70Tx9EiMU7MZdvYGSBd1v+Ezc1les6kNQRCYiOc5H8mxvceH5eA/41FT9bVnht+Db4Wd1aO1bvG6Nr1b7LaZiebKdAfsHJ9OMZsqsbnTQ5vXxrq2xtvxqqrx5IUo27p9r9pb2JIo0BdyMhJdKoxb3TYimTKapjEYcqOoGrOpSw/grWRDh5e1bW4ePjlPrlzF77CQKcqsa3PT4rGxptXF0ckUuVKVW9csXazMpUu4bSacVhPlqsLe81Fu6A/U7dBW48xcBrMkomganX49dU9WVGxmiZKsNPkhv1ACTguioHeqrSaRSGZFYezSfaBXQ62Flwy3uHjXnj5+4+Z+hlpcRLMVREEg5DI8jA0MLsXzKoy/9KUvccsttzQ4UqzkL/7iL7j55pv54he/+IIPZ2BgYPDUSJxUQea+Te1UqiqPnIlwQ3+gwX92JSVZ4YvPTBByWpBEgfVtbg5PphgMOxlucaFpGj84OU9/yMHkzAy3xb5cX3vStIHb73tHw37RbJl9IzHMksiewSCHJ5Ksb3NzPpLjpsEQn31yHK/dhMdu4c51LU02bCdn08TyFW5Z8+rsFi8yGHYxEs3VdcQttcTAfEWhL+RA1TQmV1isXYmf29xBtlzl354axyQKKKoGCKxpdVGUFVRNI12sYFomHZhPl2ivBVz86HQEWdG4bU1zl385p2czeGx6El2XT0/ds1skJFFAEARa3Ne22DRJIiGXlUhNCz2faeykt3ps9cCRlcTzFaqq1nSmhUwRTeOad7cNDF5JPK/C+MCBA7z97W+/4uPe/va3s3///qs+lIGBgQFAtiTz6NkFbhkO4XdaeGokRklWuHPd5Z0ofnBynsl4gRuHQsTzFVo9VmZSRX5uSweCIHB2Pst4vMDWLh/BY5/GoS51MU+tex+BFQXFD0/Pk8hV2NThJZIpYbdIJAoVuvx2Ts2mmUuX2NzppdWja6CXo2kaj55dYEun95oXTy83BltcFCpLfsWLrhCRTImBkAuH1cS5+ezz2nNtm5v+kIuFbJlnRuPIisoTF6JMxgscm05z3+Z2plNFvnVspl6Qz6aLtHttnJxJ89RInPs2t122W1yoVJlI5HFaJUqySofPznRSj6DWNDBLwvOyanuutHpsLGRKdPhszK3opLcue+5WsigVWdnFnk4WMUsCIZfhSGFgcCmeV2E8OzvL2rVrr/i4tWvXGpHQBgYGL5gfnopgNYvctjZMtiTzk3NRbhkOX7aIyZZkvnJgksEWJ7mSzPp2NwcnkuzqD9DmtaGqGg+fmmdjh5sLIyPcHH+wvvaQ+Trufu2bG/abjBfYdzGO02ri5uEQByeSbOzwcD6S49bhMP/61Dg+uxmXzcRd61qahppOzWZYyJa54wrF/KuBDq8Nh0ViJJoDwGMzYTdLLGTK2C0SfUEH08kixUpzNPSlaPfa8NhM3L2+BbNJpFRV+NyTYxQqCoNhJ6/Z2EZPwMEPTkX48v5J5jNF5tMlFjJlvnpgil39Aa7r9V/2a1xcyFGp6rIJSRTo8NmYSRVxWiWqqkbYZX1RwlpaPXqnuN1rZy5danDs8NhN2MzNEguAhVp4idW0NOQpKyqzaf2iLmR0jA0MLsnzKoyz2Swu1+qJQMtxOp3k8/krPs7AwMDgUkzGCxyaTPK6Te1YTRIPn4pgM0tXlCN84ekJ0kWZW4ZDpIoyNpOIolLXJB+ZSrGQLdMXdNF7+lNYtaWO2+iWPyS4TKKhaRrfOzFLtiSzqz/AWCyPx2YmmtG1xQfH4yxkymzp9tLqsa/aLX7kzAKbOvRu8qsdQRAYCDsZWcjV32/xWOsdzi2dXjIluUk2cDlMkkhXTfPb6XPwSzf0sLbNzQdfu5btPX5mUkVuGgrRG3Awkyzy0e+e5cB4kiNTSW5dE+YNtbsIl+P0bAav3YyA7qRRqarkygp2s0RVUa+5vniRVo+NZEEm5LRSrqokC3L9c4Ig6B3l7Cod40yp7rixSDxXoVhR8NrNuK1Xne1lYPCK53kVxpqmPeer4it5URoYGBhcCkXVeOjINAMhJ1u7vEwlChyaSPK6TW0NXbCVTCUKfO/EHDcOBrkQybOxw8vxmTR3b2jBYTEhKyo/Oh1he7ePs6eOsCf17frap6w3c+9dr2nY78xclkMTKfwOC7v6gxyeTLKxw8vFaJ6bBoJ88ZlJgi4LDouJOy/RLZ7PlK4o/Xg1MRR2MR4vUK3FGbd6rCzUup5burxUFY2Lkdzz2rMn4OD0rG61d8twmJKsEsmW2dDu4ey8HtWdKVV514293LOhlXVtbv7iDRt1T+wr2JZVFZWz81mCLiuVqkp3wMFEooBJFDBJoj549yJJZFo9NjQNRBEEgabBxDaPbXUpRabclIi3kC1RrCp0BxyvmihyA4Or4XlfNr7//e/H5/Nd9jGpVOoqj2NgYGAAey9EiecqvHN3LwDfPj5Lf8jBlq5LxyhrmsbHH7mA1SSyvt3D6dkM2aJMyGVld38Q0Af5CpUqDovE+pH/i0nTB5cURCI738+Ny7xoVVXju8dnKVUV7tvSxrHpFEGnhdlUkd6ggx+ejpAsVLhrXQutbmtTxLOmaTx2doGNHbpThYHOYIuLclVlOlmkL+SkxW2rF7W9QRdOq8TxmRT3bLy868hyegJOppJTDLe6WNvmxm0zcWYuw5YuH98/OY9VEvHYTRydTKFqGhs7PXifo+/waCxPuaric5gpyAq9AQcT8TydfjvpokxZ0V60Ybag04K5ZkG3+NrbtOx11uKxcnw63dC0UlWNaK7MjUPBhr0WMmVEoMtvWLUZGFyO51UY9/T0MDU1xdTU1HN6rIGBgcHzJZ4r89jZBe5c10LIZeXwZJLpZJH/fsfQZTtdj5+Pcmwqxbt293JsKs2aVhen57L81i39iKJApiTz2NkFruv1EzvxI16ffbK+9hHn67nn1lsb9jswnuDUbIYOn51NHV4+v2+cW4aDPHEhzhu3tvP+rx2jw2tHkkTuWt/ceTw1m2E2XeIt13Vd2yfoZU7QacFrN3NxIVcrjK3kygq5chWX1URPwMGFhefXMe4LOciXq9hMEoIgsL5dt+a7c10rbR4bp+czXN8b4OnROF67ib7QlSWBixydTNHltxPJlBBr0dZPjcRZ3+7mkbMLmEWhSbZwrRBFXS4xmy7R7Xc0OXZ0+fTQlES+UpcARbIlZEWjY4XH91y6iKJCm8cojA0MLsfzKozHx8dfpGMYGBgY6F3Wbx6dJeC0cMtwiJKs8PDJea7v8zf9oV9OsVLlUz8ZYajFhUnSAz0mEgWu6/UzENaLoIdPzmMzSxRKZe6d+nh9bU5wUr3lj3Et010WKlW+dWwWVdN47cZW9l6I0eG1cnEhz5pWFw8dmaEkq2xZ46XL39zJVlWNH52OsLnTe9lzvxoRBIF1bW7Ozme4e0Nr/Zb/QqaEK+xiXbubbx+bQ1FUJOm5qf3sZgkNUGsSvnVtHvaPJUkXZTZ2eDgwkeC/3zHET84vcHw6z01Dl7dmW6RYUTg5m+a+TW18thbg4rKYWMiWuXt9K+mCjMUkNujSrzWdPjuzqSJbu3w8fGoeVdXqF2FtXhuioLtNLJ5hpuY8sVLeMR7PYzEJdZs6AwOD1XneyXcGBgYGLxaHJ1NcXMjx5u2dmCSRh0/No6gar9l4+ejnf3p8lHSxwttv6Ob4TBqXVQIN7tusr5tKFDg8mWJ7jxfLiS/TXhqpr/2u/13csWN9w34/Oh1hPKZrlFs9di4u5BgIu5jPlOgLOfjJuSh9IQeaBq/Z2NbUyT48mSSWK18xhOTVyvp2DzOpEumCjMdmwmoSWaglu23v9lOSVc5FnrttW6ZYxWYW624Wg2EXZkng7FyGjZ0eMsUqybzMmlY3M8kirc9xWO7oVAqAoRY3qYLMYNjJWDyPIOhewEVZocVtRXoR45U7fHbm0yW6A3bKVZXIsmE7i0mk1WNjOrmkPZ5OFmn32hvOVKwozKRKOCwmQ9ZjYHAFrklhrGkav/Ebv8Hk5OS12M7AwOBVSLog8+1js9w0FKQ36GQyXuDZsQSv39KOw3Lpm1vn5rN8/+QcP7e5gyOTKUIuC9PJIvfV1mmaxreOzdIbdHBxcpbXRD5bXzsjdtBxz+9htywN9M2mijx8ah6HVeJN2zp4+NQ869rcnJzNsL3Ly7/uGwc01rS4WdvmZqil8ba8rKj8+MwCO/v8RpDCJRgIO7GaRE7PZeruCotDZNu7fZglgWdGE895v/F4Hq9d1wAXKlUsJpF1bR6OT6dp89gIOM2cmk3TXdPXPhevZFXVePJilO09PgqVKpmSzPp2DyPRHF1+O4qmUZQVOl5kzW6710a5qmIWRawmkcn4CjmF385MauljM6lik454PlOiUFbo8NnrsdgGBgarc00KY1VV+bd/+zdisdi12M7AwOBVhqZpPHh4Go/NxL0b2qgqKg8dmWYw7GJbt++S6xRF5a9+cIaQy8qmTi/RbJlyVWGoxcX22rrDk0lmUkXCbivbRz6Fq5qsr/9R9+9x49qOhnN848gMybzM7WtaSBZlYrkyAaeFfLmKiq4d3tjhRRBYtZP9zKg+4HfnOqNbfCnMkshwq4szc/rQXYvbSrTWMbaYJXqDDo5Pp57zfuPxPGta3UiiwFhMtwrd1u1jNJYnXZTZ3Onl2HSahWyZLV1enrgQI1WoXHbPo9MpkgWZW4fDXFjIoaiwqdPDhUiOobCLfLlKqaLQ6X1xC+NFucRcpkSX317//hbp8juYTZVQVQ1ZUZlLNxfGc+kilaru62xgYHB5rpmUwrBnMzAwuFqeHUswEs3xizu7sZhEnrgYI5Gv8KZtl/eY/fy+caYSRd5z6wCPn4/itZspyypv3t6JIAjky1W+f2KeDe0eFs4+ze7YQ/W1R83bueHeX2q45Xx0KsX+8QQdPht3rW/hx6cj7Oj1cXgyyc5eP//61Dguq347elt3s+65JCv85FyUGwdDeO3XPgntlcT6dg+jsRwlWWnoGANs6PAwHi9QqDTHHa/GWEwvjNs8tnrhuKbVhcMicXQqxY4eP+mizNGpFHesa8FjM/HQ4ZlL/t0qyQoPn5pnR4+foMvKqdkMLquE1SSRLMgMtbhIFSqUq+qL7vJglkTaPDamkwWGW91cWMihqkvn7g06KFdVZlJFJuIFFBX6go0F8EyyiKJp9IWMwtjA4EoYGmMDA4OfKvFcme+fmOO2NWG6Aw6iWd2V4o51LZcdajo3n+Hrh6e5d0MrM+kSiqqRyFd47ab2+rrvn5xHFAVyxRJvmvkbRHTv3Apmjm75MOs7lobmCpUqXz88TVVRuX9bJ0cmU6ia7qlsEgWOz6SJZcts6/ZjEsVV9cM/ORdF0+C2Nc9tuOvVzNpWN6oG5yNZWjy6M0W+rBfC1/X4KVaqnK51lC9HoVIlkinTF3QyEHYyGtULY5MksrnTy9GpFGG3lVa3lZGFPINhF79wXTcj0RyPnFlo2k/TNL57fI6qovHaTfodgfORLN0BB+fmc9jMIr1BJ1OJIiZJpNPvuIbPyur0BB1MxAusadUjtWeW+Rm3uK24rBKjsTwXF7KEXBb8zkYrunPzWawmqalgNjAwaOaaFMaCIHDbbbfhdruvxXYGBgavEqqKylcOTBF0WblrXQuqqvG1Q1OEXVZuHb50cVmpqvzV988ScFp47aY2jk6mUFSV4VY3uwcCgB7je2giyXCLk46L/0F7/mx9/Xe97+DeW25q6EZ/9/gc5yM5rusJMNzi4smLMbb3+Dg6lWZdm4eHT87T7rVhMQnctibcVHwk8hX2XYxx57qWBs2yweo4rSb6gnowR2vNQWFxAK8v5MRhNXFwPHm5LQAYjerDcH0hBwMhF3PpUr3TvL3HRyRT1mOVfTaShQohl4WeoIP7t3bwyNkFfnw6Uu/ALrqJHJpM8ubtnbisJnLlKrOpIsMtLk7PpVnf5kESBWZSRWwmkaDzufkhvxC6Aw7m0kWCTgseu4nzywYTBUFgMOxiZCGnyzxWaN5LssJYPI/faabNSF80MLgi16QwFkWRxx57jOHh4WuxnYGBwauEH52OsJAp8fbruzFJIo9fiDKXKvHW67svO+n/z0+MMJPSvY2/d2IeQQCLSeItO3QJhayo/NfRGfqDDiYmRnnN/D/X185KHXDT+xpkEBcXsnz/5DxBp4W3Xd/Fd47P0u61MZUo0OWz8+1jMyiqxoYOD0GXlVtX6Qh/78Qcfoe5XpgbXJlNnV7OzGWwmgXdmaImp2jz2Ag6LRyfTtUT8i7FhYUsnT47DouJvpADQaDeNe4JOPA7zByeSGESRZxWibPzukfyroEgb9rWwWPnFvi/j1zgocPTfOKxizx+PsqbtnXWgzTOzWeoVFX6Qk7G4wU2dHgAmE8XCTgtV0zOuxb0BBwoKsylS6xrc3NiJt0gAxkIuzgfyTKdKjLc0tigmk4WyRSrrG/zvCRnNTB4uXPNpBQXL17kH//xH/nUpz7FuXPnrtW2BgYGr1DOR7LsvRDj/m0dtHhszKWLPHImwt0bWmm9TGfr4HiCbx2b43Wb2onmykSzuoziDVvb8dXSzB49u0CmKFOpqtw//XdYlaXAiO90/3+8Zltf/f1yVeE/9k9SqFR507YOItky4/ECA2EX0yldm3l2PseaVheqBq/f3I7F1PircySa49Rshtdv6cD0HL13DWBLl4+qqj+/LR4rkVrH2CSJrG3zkC7ITcNmy9E0jXPzOda26sWgw2Kiy2/nwoLeURUEgZ19fg5PJhmP59nU6eXgeKJeVO4aCPK+u4YZCDmJ5yp0B+z87h1D3NC/dHFzdDKFzSKRK1UxiUK9I7uQLdPyHG3fXihBpwWnRWIiXuC6ngCRTLnBom1Nq4tIpkSxojR1jMdjeYqyctkhVgMDgyWuyW/wb37zm2zevJnPfvazfPzjH2fLli187WtfuxZbGxgYvAJJF2W+dnCKbd1edvT4qSoqXzs4TZffwS1DoUuuS+TK/M0Pz9PptfHaTW08eSGGomps7faxo8cPwHSywN7zUboDDsIT32JN8vH6+n32O7jujjc32L/96FSEEzNptnb52DMY4vsn5tjW5ePIZJKhsJPvHJvDYzPR6rGzptXNxlrHcBE9OnqOtbU4YoPnjstqYqjFxdHJJK1uW71jDDDU4kSShLqX8GosZMuki7o/8SJrWtycm8/Vi9/r+wJkSzJn5zPcs76N2XSpodhu8dh40/ZOfuvWAd68vavhTkKurOucgw4Lk4kCGzs82MwSak3P3v4iO1IsIggCfSEnY7E83QE7LW4rB8aX7Oy8djPlqorTKjVdtB2eTGI3i/VOt4GBweW5JoXxhz/8YR566CEOHTrEuXPn+MAHPsCHP/zha7G1gYHBKwxV1fjPA1NYTRJv3KZLH350OkI8V+YXruu65O3eqqLy//vhOfJlmT+4Zw3fPjZLvlylzWvjLTu66hKKrx2cJuy2kpif4E1z/7e+PiX6OLv9T+sFNMBEPM83jszgsVn4pV09PHZOH8YSBVA12D+WIF+psqFD15X+3JZml4wD4wkimRL3bWm/9k/Wq4Drev2cX8jhsEh1jTFAp8+BzSRxciZNpbq6nOL0XAaHRWpwhljT6iZdlOt7uW1mQi4rC5kyuwb89AUd7D0ffU5nOz6dQlZUbBaJRL5Sf+1Ec2WKskpX4KVLNRwMuxiL5VE1uHEwyKGJZN3J48RMGptZQla0hudKVTWOT6fpDznrd1MMDAwuz/MqjH/t136NRKLZdH1ubo477rij/v5tt93G/Pz8Cz+dgYHBK47vn5xnKlngl3b1YDNLnJvXJRVv2NpB6DIuFF/ZP8XRyRTv3N3LeLzAxYUcTquJd9zQUx92++GpCOmCjKpovGXu77DKS64GD7b9D16/a3O9sC3JCv+yb4xMSeYXd3ahavDMaILtPX4OT6WwmUVOzmbo9juQRJFbhkNNqWG5cpUfno5w42CoKYLX4Lmxod2D0yIRzZbJlqrkas4UnX47HruZTEmu+x2v5MR0mk2djdrZLr8dh0VqGFDz2s0IgsBYrMCta8Kci+SYThZW27KOpmnsH0vQ4bWTLsoEXVYGa/HiU4k8iqrS/RI4Uiwy2OKkXFWZTha4vi9Ah8/OVw9McWI6zX8dneXu9S3YzRIHJ5b+Rp+PZIlkSpcdZDUwMGjkeRXGsViMdevW8cUvfrHh4zfeeCO/93u/x+nTp9m/fz8PPPAAe/bsuaYHNTAwePlzbCrFkxdjvHl7Jx0+e4Ok4rpe/yXXHRxP8LVD02zv8bO508uPT0cQBbhvczu9NQuq0WiOfSMxwh4rPbPfYTCxt77+GcftdO55a0Nh++1jsxyfTrNnMMitw2EeOjzNUNjJ2dqt85+cXcBplejy22jzWrlzfUvTub53Yg6TJHDXKp8zeG6YJJEdPX7G4nk0TWM+rXdBW91W7GYJv8PCkclmd4potsxcusTmTl/Dx0VRYLjFxfmIritXVI35TIktXV4ePbvA2lYXXX47PzwVuey5xmJ5IpkyIbeVTFHm5qFQvQAfjRawm00vqVd12GXFYzcxEs0higJv3dkNwJf3T9LmsfGW67q4oT/AT85F613jbx+fxW6RuHuD8fo0MHiuPK/C+Dvf+Q6f+MQn+OAHP8jdd9/N6OgoAJ/85Cc5e/YsmzZtYvfu3VSrVf7pn/7pRTmwgYHBy5O5dJGvH57mxsEg23v8dUmF3bIkqViN6WSB//foBbx2E795Sz9fOzhNuihzXa+/7hdckhUePDRNwGEmH7nIG2f+rr4+Lfo4uOFD3L3Md/j0bIb/OjpLh8/Ou/b08di5BbKlKkGXlWShwtlIhnxFYSjsRBAE3rStE6up0YJtJJrjyGSKN2zpMGJ2XyC7B4KUZYVCRakXxrpHsB2v3cyFhVy9k7zI0akUbpuJgVVCK4Zb3YzH8pSrCmOxHCVZ5a3XdzOdLHJyNsNrNrZxYSF3yU40wN7zUXoCDsaieWxmiZ19Sxduo9EcLpuEx/bSFcaCILCmxc3ZWpx12G3ld+8Y4kP3reO3bh3AapK4fW0YWVH592cnePJCjKdH4uzqD2AzXzpS3cDAoJHnrTF+61vfypkzZxgcHGTLli187GMfo7OzkyeeeIJsNksmk2Hfvn309fW9CMc1MDB4OZIrV/nSMxN0+e3ct1nX4j56doHJRIG339BzycIyU5L5vz++QKZU5XfvGGLv+SjnIlmGW128Y1cvoiigaRrfPDJDrlwlXyzx6/N/ibm65ELxYPv7ecOezZhrbhHZkszn940iqyrv2tNHoazw5MUYuwcCHBhPoGpwcSGva1zNJnb2BhhubRyqqyoq/3VkhvXtzcN4Bs8fv9PC1m4fqWKFufSS20K334GiaZglkaOTqfrHq4rKgfEE1/X6V9WkD7e6qKoao9E8p2YztHqsbOrwsr3Hx/dPztMdsLO1y8u3js1SkpWm9eOxPOciOW7o93NyNs3OvkD9NSorKtPJIi6LCY/9pS04N3R4mEoUSRdlACRRaCjO3TYzv3FTP7OpIt86NoPTYqqHlBgYGDw3rmr4zuv18ulPf5qHH36Yf//3f2fbtm0888wzOJ1OXC7XlTcwMDB41SArKl96ZgJNg3fc0IMkCpyZy/DouQXu29xOp2/1ASZZUfnnvaNcXMjylh1dqJrGI2cXCLus/NqNfbiselFycCLJsakUdrPEvdF/IZw6Xt9jr+fnaN31C3W5hapqfOHpCS5Ecty3qZ1t3V4ePDxNf8jJxYUcoiBweCKJ126mxW3BZzevOlT3+Pko6aLMG1YZxjO4Om5b04Kq0uBC0RNwEMtV2NTh4dmxeN1p4vRchly5yg19q3tGe2xmuvx2Ts+mOTmTZnPNk/h1m9qoVFW+f2Ke129pp6qofP3wdIMnsKJqfPfEHP1BB0cnU6iaxo2DwfrnpxIFSlUVj8OM/SW+UzDU4sIiCZftdHcHHHzodev5xZ3d9AQdbGj3XvKxBgYGzVxVYVwul8lkMtx0000cOXKEt771rdx111387u/+Ltls9sobGBgYvCrQNI2vH5pmPl3i127sw20zE82W+eqBKXb0+C8ZhqFpGg8enObpkTg7+wLcPBTki89MAvCuG3vpqg09RTIlvn1sFq/DTEt8P7tn/q2+x5yll4NrP9AQ3fzImQg/PhNhW7ePt13fzQ9ORcgUZYJOC1OJIhciWTSgw2tDFEXu39ZZL8AXWciU+Mm5KHetb21KvzO4etq8NrZ2ezk2naJc6+L2BBxomh6JHMtVOB/Joaoaj55dYGOH57LP/4YOD/tG4uRKVbbX3CTcNjP3b+3g2bEE5yNZ3nZ9D6dmM3z7+Fy9OH707AJzqSIeu5lzkSx9QRct7qWh0Il4AbMkEHZZX/KLIrMkMtzq5sR0+rKPE0WBc/NZhlpcRgqjgcHz5HkVxrOzs9x77704nU78fj+bNm3i6NGj/Nmf/RlHjx7l7NmzrFu3joceeujFOq+BgcHLiB+fWeDETJp37u6hxWOjJCt86ZkJwm4rb9x26W7rI2cW+NbxWTr9dn5ldy+f2zdOJFPi53d0cl2vXkxXqipffnYSURCQ0/O8c/YBBPTipiqY+Ur3/+TNu4br2uCLCzn+7ekJQi4rv3P7EOPxPE+PxLmhP8D+sQSpYoV4vkKH14bFJLKzz8/WFaEIemT1NG1eGzdfxm/Z4Oq4f0snlarKN45MA+Cx63KFfEVhMOxk7/koR6aSLGTL3LO+9bJ7berwMpUo4LGbCSwroLd2+7htTYiHDs+QLFR4284unh2N889PjPLlZyd46PA0ZpPIiZk0t64J47KZCDqXCuPRWB6v3fySDt4t57peP6OxPLFc+ZKPKVSqnJvP1tP7DAwMnjvPqzB+97vfTTab5YknnuDIkSNs376dN7/5zaiqyvDwMI888ggPPPAA7373u3njG9/4Yp3ZwMDgZcDB8QSPnl3gjds6GWpx613gQ9MUKlXeuau3rvldyf6xBP+xfxKnReI3b+7n4ZPzHJtKcde6Fu7f2glQ1xVHMiUqlTK/E30Aa3Ghvse3Wn6HjTtuor82mJUtyXzqJxcpVxV+57YBnFaJrx+aZlOHh1OzabKlKpPxAi1uK267mRaPjTdu62g62+Pno8ynS/ziZfyWDa6ewRYnvQEHj52Lcj6SRRAEuv0OphMF7lzXwtn5DF9+dopd/QFaLpOOCGCWBEqyimOVjulrNrZx25owDx2e4amRBGtaXey7GOPz+8YpVhT8Dgu/flM/7V4bJlGoa4lVVWMqUcBhkfD8lArjta1uPDYTB8ebnToWOTSRRBKFuoTEwMDgufO8CuO9e/fykY98hD179rBlyxY+/vGPMzs7y8jISP0xv/7rv87p06fxeo0fSAODVysnZ9I8dGSGO9aG6/G6D5+a5+x8hnfc0IPXsXpRcWYuwxeeGaeqarz9+h4WsmW+c2KObd0+fv2mfqRaMfrUSJxDE0lEAd6a+hyh+MGlr+2+hfl17+KuWkexqqh8+vERLkRyvHVnN9t7/Hz90DRmSUQSBSbieSYTBbx2Mz6HBbMk8pYdXQ3peKC7ajxyNsI9G1qvWJQZXB0mSWRjh5cWt40vPzvJxYUsPQEHk4kCQacuw5nPFHnNxst3iwH2XYzT6bOTK1cbNMSgOzzcu7GN37ltEL/DTK6scN/mdj75jh186p07+L07hxhqcRHPVQg4LfU7GzOpIuWqitX80jpSLEcUBXb26Xc5VhscVFXdf3l7j89wSzEwuAqeV2Hc3t7OE088UX9/3759CIJAa2vjL6lwOMwXvvCFa3NCAwODlxUj0RxfPaB39Rb1vfvHEjx+Psabt3cxEF59QHcinudf942RLVa5a10L3X47//T4CB0+G39w95q6VnIkmuO7x+cQRbg+/zjbpr9U3yNq7eZb/X/G267vqRfRDx6a5vHzMW5fG+bnd3Tx5MUY5xdybO328tRInPl0GbMk4HOYMUkCNw+FmqKdFVXXPHf6HIaE4kWm3WejP+RgbZubz+8b5/BEgpMzGf764fP0BZ20um2cm89ddo90UWb/WJzXbWojV1aYTKwe5tETdPD2G3r43TuGeNv1Paxtd+OwmOqFcDSn+xgvcmEhi8duQlW1l9yRYjk3DQVRNY0nL8SaPndoMkkiX+HGQeN1amBwNTyvwvijH/0of/VXf8X69evZuXMnP//zP8+f/umf4vEYdkUGBga65/AXn55gQ4en7thwcSHLfx2d4c51LZcM8ZhJFfnnvaNEsmW2dfu4Y12YB753BpMo8KHXrq9rRJP5Cl9+dpJKVaWrPMIbJz5a36Ms2vliz1/y2p1rCNYS9J66GOMrB6ZY3+7mPbcNMpko8IOT8+zqD/CTczEi2RIVRSXstiKJAv0hZ91Objk/PhMheoXIaoNrQ5vXTiRb5u3Xd/O2nd24bGZKskJPwMEf37eOm4ZCfOf4LNmSfMk9Hj41j9Nq4nWb2wi7LBy/wrDapYhmyw2DdxciOQbDLnLl6k+tYwzgsJi4bU2YvRei9Vho0CVDPzod4Yb+AGH3pVMkDQwMLs3zKox//ud/njNnzvC+972Pd77znezbt4///b//94t1NgMDg5cR08kCn39ynN6go67BnUsX+dIzk2zp8nL3JdLhIpkSn31CL4qHW1y844YePva9s2SKMn/6+vX01nTCJVnhi89MEMuV8aoJfnv6TxCrS53Ah7r/mN5117Gj5kAwGs3x/x69QMBp4f33rkXVNL6yf5LBFicXIzk9+KGs0OqxIQrgd1r5pRt6sJgafy1eXMjx+PkoP7elwyg2XgLaPDYyxSpFWWFrt4/fvGWAuze00ua14bCYeP2WdsySyFcPTFFV1Kb1x6dTHJlMcd/mdiwmia3dPo5NpVZ97OVQVY1Yrlz/Py/Jeue5y2dH1fipaYwXuXVNmA6fnS88Pc50skAsV+YLT09gloQGJxYDA4Pnx/O2axsYGOA973kPf/AHf8ANN9zwYpzJwMDgZcZiUdzlt/PO3b2YJJFYrsy/7NM/9pYdXas6UESzZT77xCgLmRJtHhu/emMf//DoBcbieT7wmrVsqsX9qqpe1I5Gc9i0Cn8Q/Z+Y87P1fZ5q/SViPa/n/trAXCxX5qPfO0NVhQ+8Zg1hl5Wv7J/CJAnYTBIHJxMUygotXhtmUcBqknjz9o4m7XC+XOVrB6fY2OHh+r5LR1YbXDsWY7vn0kud0L6gk7FYHgCbWeKXdvUwnSzy5f2TFCtLOttz81m+fmia3QOBuiPDzt4ABVnhzNzzsxKN5ysoqh7FDPoFkgZ1aYXb9tNNk5NEgV/a1YPbZuaTj43wtz88T7Gi8Gs39jfp4w0MDJ471+ynp1wuIwgCFovh62lg8GpieVH8K3t0t4l0UebzT47htZvrhfJKFjIlPvfkGAvZMm6bmXfu7uE/9k9xYCzB794xxM3Detyzpml8+/gshydTSKi8L/d3uOPH6vuMBG7lkc738ru79a+dK1f5y++eYSFb5oOvXcf6di/fPzHHZKLAnsEgX352gmyxSpvXhkUSAIEbh0J1G7hFNE3j64enEQSBn9++emFvcO3x2Ew4LBLz6RKDNT16f8jJkxdjFCpVHBYTXX4Hv35TH//+7CR/96NzrGl1ky1VubCQY0ePj9cvk8N4HWbWtLg4MJ5gc9dzHwqPZnU7tMWO8anZNH1BB1VFq53zp9sxXjzDb98ywESiQKWqMtTiqmvrDQwMro7n1THev38/hULjEMOPfvQjtm/fjsPhwG63s3PnTh577LFrekgDA4OfTVYriguVKp9/cgyTJPJrN/atOhk/myrymb2jJAoVrCaRX9zZzWNnF3j45Dy/vKuHN23vrD/2yYsxHjkTQVVV3i1/iY6ZH9Q/F3Ot4QvtH+YXru8l4LRQqar89Q/Ocj6S5bdvGeCmoRCHJhLsvRBj10CAhw5PkyzIhFxWnFYTsqKxptW1qjXbUyNxzs5nefv13UZIwkuIIAi0e22NHeOQHuiy2DUG6A06+f27htnVHyRdlLGYRH55Vw+/cF1X04XYzr4AF6M5kvnKcz5HNFfGazdjM0tUFZUzc1k2dnjJlGTsZqlJcvPTQqxp49e2uY2i2MDgGvC8frL37NnDyZMn6+/v27eP++67j3g8zrvf/W5++7d/m0gkwmtf+1oOHz58zQ9rYGDws8NYLM/nnhxrKoo/98QYFUXlv93Uj9PafFNqKlHgs0+MUaoqiMCbtndyajbNg4dnePOOTn7tpv76Y49MJnnw0DRlWeVXxe+ybvTz9c/lLUE+3/0xbt3Ux/p2D6qq8YlHL3BgPMFbd3bz+i3tjMfyfOPIDNf1+njkzAKzqSJBp4WA00yxUtUDRPb01UNAFhmP5fneiTnuWd9KX03jbPDS0ea1NQyVOSwm2jw2xmONjRmX1cTdG1r5zVsGeOfuXjZ1elft7K9rc+O0SByauLT370oimVK9W3wxmqNcVdnQ7iFTlH+qjhQGBgYvLs+rMF7pBfmRj3yEtWvXcuLECT71qU/xj//4jxw/fpyBgQE+9rGPXdODGhgY/OxwajbN558cYzDsqhfF+XKVzz4xRlFW+K1bBlb1Kl4spgVBQ1Y0XrupndlUkS88PcFrNrby3tsH6489M5fhi09PkC9XeZt1H9ef+9v65yqSg3/v/2t6+tdw57oWNE3j03tH+OHpCPdtaudXdveSKsh86ZkJBkNOTs6kOT2Xwecw0+qxkStXcdvM/PKu3oZUNIBMSebL+ydZ2+bm9rXhF+9JNLgk7V4b8+kSqrr0N6c/7GQ8nr/MqktjkkSu6/WzfzzxnIfwImld9w5wZDJFT8CB32khU9JfOwYGBq9MXtC9oKeffpoPfOADDWEefr+f//E//keD37GBgcErhwPjCf792Umu6/XzSzf01HW9n31ijFKtKF5ZbAKcns3wL/vGsEgihbLCHWvDRDJFPv34KLcOh3j/PWvq3b7RaI7PPaFLLd7sPMkdZ/9XfR9FMPHNNf8HuW0bb7muC4B/e3qCbx6d4a71rfzO7YOUqyr/9vQ4bpuJZEHmqYtxvHYTfUEn2bKMxSTx5u1dDLU0eipXFT1m2moS+cXrug1d8U+JVo+Nas0VYpH+oJOZVHHVUIvnwp6BEIVKlSNTqSs+VlU1FrJl2rxWCpUqp2cz9eHLbEn+qcVBGxgYvPi8oMK4UCgwNDTU9PE1a9aQSCReyNYGBgY/Y2iaxmNnF3jo8Ax3rm3hjds6EEWhVhSPUlH0oti/SlH81EiMLz07gcduIluSuW1tmIVsmc89Oc6ta8L82c9tQBT1X0eT8QKffnyESLbMWzxnue/MBxE0vRjSEHhk/UcY9dxQ71R/5cAU/7F/kluGwvzB3cNowBefGadQqWKWRL5/ch6vw8xw2E26WEVV4fa1Ldw0FGw65/dOzjOXKvLO3b2GrvinyKKF3kyqWP9YX8iBpnHJsI4r4XWY2dbtZ+/5KIr6/2/vvsPjKs+E/3/P9KaZ0ah3WcW9gwHbmGIwNZiSBIdsgPQEkk2yySab3eS3kGTzbkg2775Z0kjIAoFQQgmEZorpYGyDG7JcZfU6mtFoej3n98dIg4Vk44pt+f5c11zSnHnmzDOjo9GtZ+5z39oBxw6GE6RVjRKnhU0dAXQKuSoXw7HUca9IIYQ4dg45MH7llVd47LHHeOyxxygsLMTn840bMzg4iMMxcXcrIcTJJ51ReWxjNy9s72flvHIunFmCoigEokn+8NpeUhl1wqBY0zSefa+XJ7f0UpVvxRdOsnx6Md1DMe57u53zpxfzg8tm5FZmO3xRfv3ybjqHYnzC3cLHtn8XJfP+quG6af/CWuu5fHZJLU6LkYc2dHD3m22cVefhe5dMR68oPLShk97hOOUuK3/b1I3LaqSxJI9oMlsb98y6Aq5eUDFuNfjtvT7Wtvj4+GmVlEjL5+PKqNdR6rTQE3g/zzjPYqTIYWKv9/DSKQDOm1aEP5L80FzjvmAcRYFCh5k39gyysCY/dxJpKH58m3sIIY6tQ/639/vf//6Y66+88gorV64cs+2dd95hypQpCCFOfuFEmvvXtdMTiPOZM2uYWZ7tdNkfjPO/b7ZiNer5wrL6cTnFqYzKI+92sa1nmGklDnb2h7lgRgk7e0P8fWu2E953L56e6yTX4YvyqzW76A7E+XRRG1ds+zZK+v3AaOv0f+JpyxV8fnEtJU4z973dzp/XtrGkvoAfXD4Tg07h71t62NkXYmqpg3vXtuMwG5hWmkcmozIUSzG/0s0/nFk97uz9Xf0hntzSw4Uziplb6T62L6g4KOVuKz37rBgD1BU5aPEeuB30gRQ6zJwxxcOa7f3MrXRNWDEFoG84TqHdRHNvkOFYimUjpQNTGZVoMiMn3wkxiR3Sb/dEZdj2zS8e1dHRwapVqw5/VkKIE0J/MM49b7UB8JVz6yhzWYHsSXR/XttGmcvC9WfVjks7GI6muG9dO95QnMbiPHb0hVg+rYj1rT5e2zXIxbNK+cbyxlyA2u6L8H9f2EVvIMaXSvdwYdN3xwTFO2d+kweNH+fTi6qoLbBxz1vt3L++nXMai/j+pdPR6xSe29bHulY/jcV27n2rHYtJz8xyJwadQqc/ztTSPD63dMq4YKg/GOf+dR3Mq3SzfPrE3fnER6/cbeW97mE0Tcut7jcUO1jf5ieSSE9Y8eRgXDCjhK1dwzy3rY8r51dMOKYvGKfQYeb5bf0sqHLncuZD8TRwYtQwFkIcG4f0znLuuece1Li//OUvhzUZIcSJo7knyF/f6aTUZeEzZ9XgGAlEmpY+EGwAAE4DSURBVLqHeWhDJ9NK81i1qArjB2rGtg5GuH9dOxaDniqPnV39IS6cUcSL2wfY2jXMNQsr+OLZdbmV4h19QX714m4Gwwn+qayJxVv+FUVN5/bXMvPr3G34JFfPr2BWuZPfvLyHJzb3cOGMEv754mnodQovNvfz2u5Baj02HljXgc1kYGa5E4texy5vmNoC+4SVMoLxFPe81Uapy8LVC8enV4jjpzLfSiKt4oskKRzpPtdQ7EABWrzhw17Zd5izbaUffqeLqSV5zChzjhvTHYhh0ivEUxkunl2a2x6IZusgT1RxRQgxOcjnQUKIMVRV4/nmPl7dNchpNflcNb8cg16Hpmm8vnuQ1dv6OKPWw8p55bngFrL5xG/v9fPU1h7qi+ykMhqd/ijLpxfzt43ddAaifPrMaq5bVJ2738Z2P79+uYVIIs3/V7aeOZtuReH9E6Pa5nyDO/kkH5tbxoIqFz95qpnXdg9yzYIKbjqvHkVReHnnAGt2DFCZb+WRd7uwmgzMKnfhsOhp7glR6bHy5XPqxuUNx5IZ7n6zDb1O4TMjXfPEiaPUNXIC3lAsFxhbjHqqPDZ29R9+YAywoMpNy0CYv77TyRfOnkJlvi13Wyieot0XRacouVz2UYFYCoNOIe8wV6uFECc++e0WQuQE4ykeXN9B11CMjy+s4PTabJvkVEblb5u62dwZ4JJZpSxrLByzuppIZ/j75mzb5iX1HloHowRjSRZUu7jv7XbCiTRfWlbH5XPKcvd7decAv3u1BYNO4Wcla5iy6Rdj5tJ6+g/5Q/ISLp1dyoIqN9979D229Qzz5XOmcO3p1QC8snOA57f1U+gw8cSmLiwmA3MrXeTbTGzqCFDisvClZXVUeWxj9p3KqPx5bRuRZJqvnlOfWw0XJw6jXkdxnoWeQIx5Ve7c9saRdIp9UywOlaIoXLWggmA8W2bwinllzK/KR9M0nn6vlz0DYb64rDZXom1UIJrEZTXKJwtCTGLy10AIAWQ/nn5oQydmg46bzqvP5RMH4yn+8nYH/cE4Ny6uZVpp3pj79Q7HeGBdB5FkhhUzi1m3149ep1DmtvLghi5Meh3fXjGVxfWFQHZl+YnNPdz9VhslDgM/s95L/uZ7c/tT0dGy+Gf8b2QJF80sYXaFi28+tJnuoSjfu3gaF84sRdM0Xtw+wJrt/VgMOp5t6sVhNjCv0k2+3cSGVj9FedmguK5obIUcVdV4YH0H/cEEXzl34vJy4sRQkW8dU7INoLE4jxe3D+ANJSg+guohRr2OGxfX8ExTH49u7Obvm3vQgHZflIZiB6tOrx4XAA9FUrgljUKISU0CYyFOcemMyovbszm6s8qdfHxhZe4EtU5/lPvWtWPS67j5vPoxgYimaaxr9fP01l4q8q0srM5nzY4BSpxmIokMLzQPUJRn5qZz63OVLBLpDH96vZVn3utlTqHCrYn/g7n5ldw+M4qR5qX/j/uD87h4VgnlLgtfvfddEukMP7lqNqfVeNA0jWfe6+P13V40TeONlkE8djOzypzk2428vddPcZ6Zm8+vZ2rJ2CBeVTX++k4newbCfOHsKVKW7QRX7rbQ3BMcszpcmW/FatSzqz98RIExZDvirZxXztkNhbR4wyjAu+1DOCyGCVeFA7EUbpv8IyXEZCaBsRCnsP5gnIc2dOKPJLl6QQWn1+SjKAqaprG2xcczTb1MKXRw3RlV2Ezvv11EEmke39zNtp4g5zQUkkirPNfcz5RCO3u9YTp8UeqL7HzlnHqqC7JpDIFokp8/t5PNHQEur07y1e5/RT+4M7fPlCGPTUtu52+BBq6YV0YonuZbD23BYzfxy2vnUuWxo6oaj2/u5u29PqLJDDv7QhQ5zMwud+G0GVnb4qPEaeZr5zfQUDw+KH743U6ae4PcsLiWmgL7R/Mii8NW4bYSS2UYiqZylSF0OoX6Yju7B0Kc3Vh4VB7HYzfhsWf/6Xq+uZ/pE5yQBzAcTVJbYJvwNiHE5CCBsRCnIE3TeKvFx+qmPsrdVr6+vCF3glMsmeHRjV009wa5cEYx500tHnOSXXNPkMc3d6MocO1plaxv89Phi1LqMrOlM0A4kWLRFA83LqnNBTN7vWH+4+ntDATjfGvqICve+2eU6GBun3FHNW+c8Wte8nm4ZkE5G9qGeGxTN/Or3Pxo5UzsZiOJdIYH1nWwtXuYoUiSrqEYRXlmFla7MegUXt89SGW+lZvPaxjX6llVNR7Z2EVTd5AbFteMu12cmEpdFhQFuoaiY9qMTy/N4/FNPcRTmf3WIj4cQ9EUoXiaGs/44FfTtJEVY0mlEGIyk8BYiFPMQCjO3zZ20zFSMeL8ae8Hvl1DUR5Y30Eqo/GFs6dQv09+bjyV4amtvbzbPsSCajfTSvJ4cksPaVXFoFdo7gmhKHDJ7DKuWViB2aBH0zTWbB/g1y/vwaxX+G3dWqrX/wxGWjwDREsX8fi0n7NjyMRV88t4YH0nW7uHuXpBBTedW4dOpyM0UlZtR2+QwXCSQCxFudvKGVM8RBNp3mzxUV/k4GvnN4w70U5VNR55t4v3uoe5fnENjR9IrxAnLrNBT0meha6h2JgqFNNLnahaNzv7QmNOzDtSbb4Iel02t/mDwok0qYwmqRRCTHISGAtxisioGq/t8vLSjoGRHNwGKtzZAEBVNV7d5eXF7dl0iFWLqsjbp0zVjr4gj2/qIaOqfGpRFT2BGA+s78BuMhBNZogkMuRZDHxsbhnnTi1CURQS6Qy/eWkPzzX3M6dA4T+U32F55+kxc4pM+zh3F36HQFRhSX0+v3huF7Fkmu9fOp0LZ5QA2UD+f19vpcUbxhdJklY1qjxWltYX0umPsqVrmDkVLm4+v4GiPPOY/acyKg+u72D3QJjrF9eMyzkWJ74qj5VOf3TMNrvZwJRCO829waMaGHf4opS7rROW7gtEUwDkS2AsxKQmgbEQp4BOf5S/bepmMJzgwpklLGsozK0SD4YTPPxOFz2BGJfMLmVp/fu3DcdSPLW1h6buIHMrXSypL+Cprb20DYYxGfT4IwnSmkaJ08yqRdW5ihUd/gg/eWo7Hb4on22IsKr1B+j8Lbn5qOgJnv1v/D55OUZNh8uq8N8v7KYi38r/vXZebtV3V3+Iu99so8MfIZJMo6nZvNMLZhSzsX2Inf1hzqrz8JVz68d1I0ukM9y7tp2uoRifXzqF2kLJKT4ZVXlsbO4MkFG1Ma28Z5Y7eX5bP6mMetRqUI9WpJjIUDSJooDTIn82hZjM5DdciEksnEjzXFMf77QPUVdo5xsXNOZyiUcbcqxu6qXQYebryxtyVRpUVePtvT6eb+7Hbtbz2SU1+MJJ/vj6XsLxNHoF0hkNnU5hbqmLaxdV4bIa0TSNJ7f28sfXWrAaFO6YuoGajbehZBK5OcXNhXRf+Fvu7a3EYdHRMhBm10CYi2eV8K0LGjGOpGC8usvL/es78IeTpFUVhexJV8unF/NsUx89gRgrZpbyuaW14/JMw4k0f17bhj+c5Evn1OVWxsXJpyrfRiqj0R+MU77Pz3FWmYsnt2RrDk/Uve5QhRNp+oJxVswsmfB2fySJ22rEII1ghJjUJDAWYhJSVY23W3282DyA0aDwqUVVzK105UpQDYTiPL6pmzZflHOnFnHB9OLcH/yuoShPbO6hJxDjnKlFzK9y8/fNPTT1DANgNuiwGPWkMiqXzSrL5Sj7I0l+vnoH77QPcU5pmn9N3o5xw8tj5hUpO5P1C3/B850KJoPG6zu9KDqFf7tsOsunZwOSRDrDg+s7eaapl0xGQyFbVmthtZvZ5U4e2tBJMqNyw+IarphXMWYVEWAgGOeetW0AfOXc+nHpFeLkUpxnxmzQ0emPjgmMXTYjlflWmnuCRyUw3usNoygwZT+fLPgjyTEnAAohJicJjIWYRDRNY/dAmGff62MgFGdZYyHnTSvOraimMyqv7vLyyk5vNs/4vPpcO9zhWIrntvWxqSNATYGNf1zeQOtglP9Zs5vBcAKLQU+Bw0Q8rWIzGbj29Mpc84znt/Xx21daSKsq/zGtlTObfoQS878/LxQip3+Nvzo/y472KP5wgjZ/lHmVLv7lkum5erTeUILfvLybjR1D2EbmbDTouGB6MUaDjj+/3YHTYuRr5zdwZl3BuOff4g3zl7c7KMozc/3iGuloNwnodAoVbiudQzHO/MBtsytcvLbLy5UZ9YhXclu8YSrcVqymiatcSGAsxKlB/moIMUl0DUVZ3dRHizfCjLI8rjuziuK89xsg7PWGeWJzD0PRJCtmlnD2SJ5xIp3hjd2DvLbLi81s4FOLqijKM/Hoxi62dA6jahrlbit2s4FANMnpNR4un1uGxajHH07yi+d2sL5tiCUlGf5NdzfWDU+MmVfUUkLg4tu5t6+GlrZhugNRdEq2YcjVCypydZPXtfr43St78YUTuG1GQvE0xU4LVy+ooKk7wJt7spUn/vGCxglX9d5tH+KxjV3MLHdy7elVRy3vVBx/VR4r23tD47bPrXDx3LY+dvSFmF3hOqLHaBmIMKdy//vwR5LUS5k/ISY9CYyFOMn5I0me39bHlq5hqjxWvnxO3ZjAcSiS5NmmPt7rHmZqiSNXX1hVNTZ2DPHctj4SKZXzphezqDaf13cN8qc39hKIpsi3G2kszsMfSaKqGjcuqc2WylJVHn6ng3vXdqBpKrc1NHPajttQYkNj5hasv4LN8/6dR7dFaPUNEo2nmVXp4nuXTKPCnV2pjqcy/PG1vTzb1IfDYsBjNzEcSzG/ys2FM4p56J0uOnxRlk0t5EvL6saVy8qoGqub+nhjzyDnTi3k4lmlE3YtEyevynwbr+0eHFe3ON9uor7IwcaOoSMKjL2hBL5Iksb9BL7pjEoglqJAVoyFmPQkMBbiJBWIJnllp5d32v3k20z8w5nVzCp35oLCZFrltV1eXtvtxWkxcsPiGqaPVI1o6h7mheZ+vOEEi2rzuWB6Ma2DUX7x3E529YWwmQwsrM5HUaA7EGdhtZuPzS3HatKzvXeY//vCbloHI1xSHucbiTswbVozZm4JQx7RC/4P98cW8/KbXgbDCfJtRv7xwkaumFueq3qxqy/Ez5/bQac/Sk2BnaFoinhK5drTq7Cb9fz65RY0Db64bAqXzy0fl08ciqd4YH0HXUMxPnl6JQur8z+CV1581Ko8NjQt+6nIBzsanl6Tz0PvdDIcS+GyHl7zje29QWwmPbX76YYYiKXQNCnVJsSpQAJjIU4yQ5Ekr+wa4N32IfIsRq6YW87ptZ5c0Di6Evzi9gHiqQwXzChhaX0Bep3Cjr4QLzb30zMcZ26li384s5pEWuWuN9tZ3+ZD1WB2pYsaj52dfSHybUa+tGwKdUUOAtEkv1qzi5d2DFBqh7tqXqSy+Y4xFScA/NWX0L34R9y+IcyOvi4MOoXzpxXzj8sb8IxUxEimM9zx2l6e2tqLfSQg6QrEmFJo51OLqnh7r49Xdw1S7bHyj8sbJ2zR2+6LcP/6Dgw6hZvOq6fMJZUnJiuX1YjLaqTTHxsXGM8sd2Ix6NncGeDcqUWHtf/tvUGmleaN6fC4r6FIEoAChwTGQkx2EhgLcZLwhRO8stPLxo4hXFYjK+dVZNshj+TSaprGtp4gz2/rwxdJsqjWw/IZxeSZDezqD7NmRz+d/hgzy/L4xOmV2IwGntraw3Pb+oml0tQX2TmtxkOnP8qu/hDLpxezrLGQjKZx79o2Hnm3i1Ra5duVu7i4639QejrGzC9qKiR64c+4yz+Hp5/qJZFWmV6ax03n1bOo1pNbyd7Q6ue/X9yFNxRnWomTwXCCvmCCj80tY3aFi7vebKM/FOf8acV88ew6XB9owTvazvrZpl4ai/O49vSq/Z4wJSaPmgIb7b7IuO1GvY55VS7ebfNzTmPhIafRBOMp2v1RljYU7nfMYDiJ1ajHehTbTwshTkwSGAtxguvwRXl9j5dtPUHybUauXlDBgur8MWkFewbCPLetj66hGPMqXdywpBaPzcR73cO8ustL73CcqSUObj6vHo/dxEs7+vnbph584QTVBTauaCxlKJpiY0eAWeVOblxSi9tm4sXmfv78dhveUIKrSgb5QvxuzNteGzM/FQX/1E+xdca3+O83vPQNd1LqtHLzeTWsnF+eywkdCMW5fc0e1u71UeIwMa0kj72DEao9Nr61pIaNHQF+vnonbpuR7148jXMai8YFOcF4ikff7WLPQJgLZ5Rw3rTxY8TkVFNg44XmflRVG7eyu6jWw9t7/bR4w+NWlD/Mls4AJr0u15xmIt5wgsI8kxxrQpwCJDAW4gSkqhrb+4K8vnuQdl+UCreFVadXMafClQsKRkuzvbxjgDZflKklDr6+vIHiPDMb24e4a7eXoWiKORUuPnFaJfk2Ey/vHOCxjV30DWebJXxuaS3JtMamzgDlLgtfWjaF2gI769t83PVGG3sHI5zhDnF74V/x7Hpi3Dx97rl4l/0H/9VkY/PTnViNeladUcXnl9blSlvFk2nufbuDxzd3oygwp8JFuy9CeCQveGaZk/99s5XOoRhL6gr46nn1uSYk+9reG+TRd7swG3V85Zx6qgtsx/aHIE4otQV24imV/lB8XNpMudtKXaGd13cPHnJgvKkjwJwK1wGrmPjCiQmPSSHE5COBsRAnkFgyw7vtQ6xr9TEYTjKjLI8vLZvClEJ7brVK0zSae4O8stNL11CMxmIHXz6njgKHifV7/dzd6iOeUllY42ZZYxEOs4GXtg/w6MYueofjlLstfH7pFMxGHRvahjAbdXx8YSXzK1282xHgv1/Yxc7+EA32BH8qeYqqlvtR1NSYeUaN+Qyc+a/cETiTNasHgWGW1BXwzQsbqR8JTNIZlZd2DHDXm634IymmlTgIJ9I092TbS1+/uIY12wf48VPNuKxGvn3hVJZPLx63GhhPZVjd1Me6Vj8Lq91cMa98XKc7MfmVOi2YDTraBqMT5pMvm1rIPW+10xOIjWkEciBdQ1F6h+N8bG7ZAcd5Q4n9npgnhJhcJDAW4jjTNI2uoRjrWv1s7QqgUxTmV7m5/qyCXOMLyAaao6kR/cEEM8ud3DyvDE1TeKtlkPe6h7Ea9Sya4uGsuuzJds819fHE5h4GQnGqPTZuOq8eg15hQ2u2rNq5U4s4q87D1u5h/vnhLWzvC1FrjXN78QtMbb8fpSc8Zq4pxUzXtM/yhONaHn4nSCzlZXa5k29c0MhpNfkoikJmpJ30vW+3s9cbptJtYXqpg539YQrsJr69ohFFB7c9u4OhWIrl04v54tlTxpVhA9jZF+Jvm7pJZVSuO6OKuZXuY/qzECcunU6hpsBGmy/C4vrxzV2mleRRmW/lheZ+blxSe1D7fGuPj1KnZb/d7gBSI6XaZMVYiFODBMZCHCeJdIatXcOs2+ujOxCnxGnm0tllLKh2j1kRjSTSrG/18/ZeH+FEOpsasbCSgXCCv2/ppWsoRrnLwjULK5hb6SYUS/HQhk5e3N5PMJaivsjBDYunoigKb7X4yKgaZzcUcnptPls6h/neI1vZMxCmxhLlvz2rmd75EEpvdMxcVXS0Vl7F88Wf46GdGYZjfmoKbHxjeSPnjbSEzqga77T6eGB9Jzv7svnQM8uc7BkI4w2n+PjCSpbUF3DXW2281xWgttDOdy+Zzvwq97jXJpJI8/TWXjZ1Bphb6eKKeeXSxU5QW2Dn7VYfmqaNy/dVFIUVM0u468029nrDua6M+zMcTbGlK8A1CysOmDvsjyTRNCjMk4oUQpwK5C+NEB8hTdNoHYywsSNAU/cwGVVjdoWTj80tp6bANuYP9EAwzpstg2zqCKDXKZxR62FKkZ3d/WHuequNeCrD7AoXH5tbRrXHxl5vmF+s3slbewfJqDCvMntbJJHhrRY/qqaxuL6AeVUuNrQO8d2Ht9IViNJoCfH/8lcztfNhlHRs3JxbC85ldemXebjdQaA3QanLzD9e0MCV8yow6HWkMiob9vp5bFM3zT1BHGY9sytd7PVG2NEXYmlDIdctquLvW3v47iNbsZr0fOHsOq5cUI7ZMDYlQtOypeZWN/Wh0ylcf1YNM8vHl2oTp6aaAhvPN/ePNJ8ZH6g2FjuYVuLgic09/OPyhgO2iX6uuQ+3zci8D/kUwhvKliMssMuKsRCnAgmMhfgIeEMJNnUMsbkzwFA0RbnLwoqZJcyrco9ZCU1lVJq6h9nQ5qd1MEqhw8QFM4rRKwpbuoZ5bfcgHruRsxsKWViTj92k57Xd3mxjjv4QVqOeC6aXZBt2+CI839yPUa9jaUMBNQU23mrx8b2H2/FFkpxp6eQWxzNUdD+LoqbHzXm3awmrPTfw+GAZwztTFOfp+O6yqXz8tEpMBj3RZJrXdnl5tqmP3QNhzAYd9UU2eoYTbO4IMLvCyRfOnkJTd5B/eew9YqkMF8wo5vNLa8mfIMjoGory5JZeOoeinDnFw0UzS6UMmxijymNDr4NWX2TCwFhRFFbOr+D/vbiLF5r7uXTOxLnD7b4ImzoCXHdG1QGDZ8j+7rptRkwGaTEuxKlAAmMhjpHhaIqmnmG2dg3T4Y/itBiYX+VmQXU+pS7LmLH9wTjrW/1s6giQSGeYXprH8ulF+CNJ1mwfQNOy1RwumV1KXaEdbzjBX95u55VdXvyRJJX5Vr549hRmV7jY1BngwXc6cVuNXDijBJNBYc32AX7/6l4SyRQfs77HJ/SP4+lZP+G8m51n84j9Ol4JVRLuSlOcp+ezS2pZdXoVJqOeoUiS55v7WbN9gE5/FLNBR22BjZ5AjKaeENNK8vinFY30D8f56dPb8UWSzK9y85Vz66mf4OPtSCLN8819bGgbotpj4+vnNxz0yVPi1GLU66hwZ+sZ76/Locdu4sr55TzybjelLgsLPjAukkjzwPpOppY4mHMQbaT7g3FK8mS1WIhThQTGQhxFw9EU73UP8153Nhg2G3TMLHNywYxiGoocYyouxJIZtvUM8077EO2+KPk2IzPKshUddg+Eae4NUZlv5dLZZcyvcmPUK7zQ3M//rNlNc28Qg05hYXU+V8wrQ0Hh7b1+NnV2UJlv5aIZJQzFkjz8ThddQ1E8SpCvGF/j7NRTWPwd4+atomOLYxkPWFaxPlZO0q9SkW/iy+fUcc3CCox6HS3eMG/v9bG2xY8/ksSoh8p860hAHKSx2ME/rZjKcCzF715uoXc4zowyJ/9y6QzmVbrG5XEm0hne2uPj1V1eTAYdnzitkgVVbqkVKw5oSqGdbT3DBxxzWo2HgWCCh9/tIhRPc3ZDITqdgjeU4L6321EUuPb0qoM61gZCCRqLD5yvLISYPCQwFuIIaJqGN5xgR2+IbT3BMcHwuVOLaCxxjKmPms6o7OgLsaUrwI7eEAAVbgszSvMYCMXZ2BGg0GHizCke5la6Kcozs703yP+s2cXavT5C8QzVHis3Lq5lcV0B2/uCPLetn3RGY3pZHo3Fdnb0h7jzjVZCsSSLDdv5lvICUwZfRveBkmsAccXCK/ZLeMz4MXYlC9Gi2cDjE6dVctGsUjKqxoa2Ida2+NjVHyKWymDSKzgtBnqDcXqGE0wrcfCtC6cSjKf4w2t76RyK0VDs4KdXzWHRlPxxwYeqarzTPsSa7f0k0irLGgtZ2lAoJdjEQWkotvPqLi+BaHLCSiajLpmdTcV5obmf13Z5cVmN9AbjlDotfHVpPfaDOJlTVTW8ocQBu+IJISYXCYyFOETpjEqbL3ti2Y7eEL5IEptJz7TSPM6bVkRjsWNM3qKqarT5ImzpCvBeV5B4Kk2+3USpy0I4kabdHyPPYmBupYt5lW4q8610B2I8trGLN/YM0hOI4zDrOauugMvnlhJPabzbPsSdb7TishpoKHaQTGV4c88gfcE4bnWYVfo3OD/xDA5f64TPYVBXyJOWlTxtXIE/Y8OgKsypyOMTp1VyZp2HwXCSp9/r4d32IQaCCTKqhlEPZqOObn+MjKqxoNrNtadXsdcX4Tcv76E/lKCu0M4tH5vJ2RO05lVVjS1dAV7eMYAvkuSMKR6WTy8mz2KccI5CTKSmwI5Bp9DiDXNajWe/4xRF4bxpxcypcLGtJ0g0mebcaUXMLneNq5W9P4ORBGlVo8QpqRRCnCokMBbiQ2iahi+SpGUgzB5vmN39YRJplRKnmdkVTqaXOqn22Mb8sU1nVFoHIzT1DNPcEyQcT2Mx6bEa9YAefySFpsHschezyrP394YTrG7q4/XdXtp8UYx6hTkVLm5YXENNvo3NXcM88m43qqZRmW+jocjOnoEQW7uGUdJRzlU3cIn6GpX+tei0zITPZZNhHs+aLuEt01mk0OO0GDm/0s2V88up8djY2j3M71/dS7svSiyVQVVV0LJNNjr8CQx6hbMbC/nEwirebBnkP5/dwXAsxaxyJ9+6cCqn145fIc6oGps7h3h5hxd/NJtvfMOSWqkLKw6LUa+jpsDGnoEDB8ajChxmzpladFiPNRBMoChQnGf58MFCiElBAmMhJhCKp2jxRtgzEKbFGyYQTWHSK9QW2rloVgnTS525lsejkmmV3QPZlIodvSHCiRRGvQ6TQYdOB/GUSp7FyFlVbmZVuChzmukejrGmeYC1e33s9UbQKTC9zMnXzq9nToWLPQNhNnUEeGnHAHkWIwV2M0ORBG/t8RFLJFiobeN76qvMGn4VYzoy4XMJKE6eN17A85ZL6NGXY9TrKHGYWdJQwLmNRcRSmewJe+s7CSfSKAokUhniqQz+aIpwPE2hw8wnT69icV0+T27t4zsPbyaZUTm91sMNZ9UwvWx8SbV0RmVTZ4BXdg4QiKZYUJ3PZ6dJQCyOXH2xg7UtE9czPpr6g3E8NpNUpBDiFCKBsTjlaZrGYDhJhz9C22CUdn8UbyiBToFqj43TqvOpL3ZQlW8dV9ppMJxgV1+Inf0hWrxhwvE0Rr0OvU4hPZJ+UOay0FiSx6wyJ0V5Znb0hfjbxi42tPnpCcTR6xQaix18adkUFtbk0zYYZWtXgPWtfvQ6HTaTDkWDPQNhovEEszLb+UrmLRZEXseW8O73eW3SzeZZ8yW8Y1uKzmDGbNQzN9/GeVOLKHFZaPNFeGBDJ4FoEoNORzKTIZZME06kGQwnAZhR5uTKedmSV49v7uHhdzqxmfQsn17MdWdUUzZB9YjRhiRr9/qIJNKcXpvPuVOLx/0jIcThaihy8Py2fgZCCUqcx241tycQG1dBRggxuUlgLE450WSankCc7kCMdl+Edl+UaDKDUa9QmW9lZlkeU+aUUVNgG3dCWCKdod0XZWdfiF39IXoCMWIpFYtRRyajYdDryLebmFqSx7SSPBqKHWQ0jXfa/Nz5RitbOgP4IkksBh0zypxcs7CCGWUuOv1RtvUEufP1VjKqhsNiIK2q9AbiJFNJ5qTe42PpN5kfeRNbyr/f59amVLDGeD5vWJcTsZZhMeopsxiYW+mmpsBGNJlhY2eA4Z1JFEVB0zRiqQxDkRiBaIpYKkO+zcTFs0o5f3oh61qHuOP1vfjCKao8Vr5ybh0fm1OOZYL6wvs2JDHodJwxJZ/FdYW4bJJDLI6uCrcVi1HHnoHwsQ2Mh+OcUfvh6RpCiMlDAmMxaWmaRjCepm84Tk8gRncgRk8gxlA0W53BaTFQ5bFx/rRiqj02yt2WcSvCqYxKuy/KXm+YvYMR9nrDDEdTKIqCooBep5BvM1JbYKeh2MHU0jxK88y0DkZ4Y4+PO15roXUwQiKt4rYamV3hYlljAWUuK3sHIzT3BHljt49kRsWk1xFKpIglMgz5Q8xLbGRVZgOzIuuwpvdfnsqPi5eN5/C67QK89ulYTHrMej1TC2xUjqxyt/kitA1GMOh1mPQ60hmNgVCc4XiKYCyF2aBnTqWLFTOKiKVU1mwf4PuP9mHU61hY4+aaSytYUDVx/vD23iAb2vzs6g9T6DBx6ewyFta4x3W1E+Jo0ekU6ooctHjDx6xiRDSZJhBNSU1tIU4xEhiLk146oxKIpRgIJvCGEwwE4wyEEnhDCRJpFYB8m5Fyt5VFtR7K3VbK3BacE1RDiCUzdPijdPijtA6G2dUfZjiWRNNANxIUuqxG6ooc1BfZqStyUO2x4gsn2dgxxJ2v76W5J4g/ksSg11HjsXHl/HJOq3YDCi2DEd7c48ulKigKDMeSpFIZyjLdnJ/cwOnJ9UyJbEXHxCfQAQzh5A3DmWywnE1X/pk4bBbSqkqtzURRnhmjTmEwnKS5N4jZoMegU8hoKl2+7MpwKJ5CpyhUF9j4xMIK6oocvLLTy29e2Us0maG2wMYXl03h8rllOMzjX6ehSJINbX7ebR8ilEjTWOzg+rNqmF6ad9Bn/AtxJBqKHDy3rY9URh1TEvFo6QnEAShzSyqFEKcSCYzFCW30o/5QPE0onmY4lmQoksIfTRKIJvFHUgTj2QoPkA1ai/LMVHtsnF6TT1GemVKXBZtp/KGuqhqD4QQd/ijtvmwg3OqLEo6n0TQNDTAb9HhsJuqKHdR4bLlAeDiWYlNHgAfXd7C9L4gvnETVNPJtJmaWOzmr1kNZvpW+4Ti7B8Lcv76TYCyFXqcjkc6QUjWsmTDT41tZkN7C/MR6PInuA74WPty8YVjMO7Zl9HtOw241k8poFBj15FmMKEp2lWsgGMdlNeGwGEiEM+z1hvFHkrkT68pdVlbMLGFqsZ1tPSGeeq8PXziJ02pgWWMh1yyopH6ChgapjMr23iAb24fYNRDGYTZwWk0+i2o9kj8sPnIzyvL4+5YeWgcjTC3JO+r77wlkyyhO9A+0EGLyksBYANmTyBSyqQGjF50y8r2iHNYqoKZppFWNdEYjpaqkMxrpjEpK1UikMsRGKh/EUyqxZPb66LbRQDicSJFR39+nUa/gtpnItxkpcVqYVurEYzORbzdS6DDvt0lEKqPSH4zTE4jTO5zNLW7xRgjGUsRTGfQ6BUVRsJsN1BXZaSzOo6bARrXHhsdupHc4TlP3MH99p5Nd/SEGw9navm6rkcaSPK6cX05doYNEOlum7dXdg/jCCTKaRkbVSKRUjCSZlt7J7MQm5iQ2URPfecBVYcjmDK83LOI9xxKiJadjNBqJJtOYNDDodWSfrkIyo+KyGrGZ9AwE42zqGCIQSxFLZtApUOqycOHMEmaVOtnRH2TtXh9PbO7BbtKzoNrNipklLKkvQKcbu/KmaRp7ByNs6gjQ1D1MMqPSWOzg02dUM700b1zqiRAfFbfNRJnLwvbe4DEJjLsDMcrlxDshTjkSGAsA7ni1hXBi/0GaooBeeT9gHqWh5VZrc9s0DVWDtPqBGyZg1CtYjXosRj1Wkx6LQYfVpKegwE6exbDPxYjDbMBm0h+wPFMyrTIYTjAQyqZU9A3HafNF6AnEiSTTJNMqipIt/m836Sl1WWgsdlCRb6PCbaXSbSWlauwZCLOlK8DD73TS6Y8RSqTQ65RsGkWhnSvmllFbaCeRVunwRdncOcwL2/qJprKvYTqjYdKSNGZ2Mz25jVmp92iMvYdJix/w9UhhYJNuFpvMZ7A3fyn6wnrSqkYkkSGVVDFkUmiaRp7FRHGeGYtRRyyVoW0wQlPXMKFEikRaxWTQUe2xsbDaTbnLSstgmHWtfp7c0ovFqGNelZsvLavjnMZC9PrxwXBfMM6WzgCbO4cZjqUod1m4cEYJ86pc0pBDnDCml+axsSPAynlHv2xbpz/KaTX5R3WfQogTnwTGAoAvLasjpWpkMlpulVMd+Zq7aBrqyPejRv8YKQoouW3Z7QadglGvw6hX0OuyX0dLmZkNOqxG/SGvOGZPqEsxFEnijyQJRFMMhhP0DMfoG47jDSVzq86j87Ga9NhMeqaWZFeBq/JtlLutFDvNxFMZWgcjbO8N8sqOATqHYgSiSeJpFbtJT4nLwuJ6DzPKnLhtxmwg7I/yTvsQq7f1Z5tgaNnXLY8wp6k7mZpoYlqyidrELoxa8kOfUy+FbDLOZ7v9LAKlS9HbnLnnoQ3H0SkKVpOeynwrHrsJvaIwGImzqTOAP5wglsqQzmg4rQbmVLhYUOXCZNSzrTvImu0DhBMZnBYDcypdfGHpFM5pLMT0gZV1TdPoGoqxrWeYbT1BBsNJXFYj86vcLKh2H9Mz/4U4XDPKnLy800vvcPyoniQXjKcYiqaoKbAdtX0KIU4OEhgLAIqPU+CjaRrJjEo8qeZSKaLJNOGRVIqhaJLBcBJ/JIE/ksymPqRVEmmVVFrNReNmgw6zQY/TYqCxxEF1vo1Sl4WiPDOFDhMKMBhJ0jYY4b3uYZ7c2kP3UIxwIruKbDXpybeamFJoZ2pJMZX5Ngw6HYPhBDv6QjyxuSc3NqWqGFGpVrs5S9tNXXIX05LbqEi2ouPDV8mDONikn8MO20K8RYvJuKYwPPJco8MZGA5hMxkoyTNT5bGi0ymE42l294dY3zZEOJ4ilVEx6HSUuCycMSWfmgI7oXia7X0hHtjQRTqjUew0c05jEedPL2J+Vf64dBhV1Wj3R2nqzgbDw7EU+bZs5YzZ5S6qPNZj2jxBiCNVmW8lz2JgR1/wqAbGHb4oigKV+RIYC3GqkcBYAPDA+g6SaRXDSH7x+1+zXdv2zTkeTaVQtWwahTpyopqmjaZRZHOLEymVeDpDIq2SSGVIjgS0yYxKNJkhmkgTTWZIZVTS+6xMZ1MwtFwlCKNeh9GQXXF2mA2Uua2Uuy2UuqwU2E3k20w4rQaMeh2xZIbBUILOoSjvtg/RNRSlP5ggkkyP5BLrsBp1eOxm5lW6qC9yUJhnQqfoCEST7PGGeXvvEMOxAWLJdHYuGpTTx2KthfrkTupSu6hN7sGixQ7qtY1gYZt+OrusC+grOJNw/kyCyeyJf9FIBi0SxGbSU+QwsbA6H6tJTySRomUwzAvNQYbjKZLpbMCdbzOysDqfqSUONAXavVG2dAV5Y48fi0FHfbGDT51RxXnTiqgtGH8CXTiRZld/iJ19IXb3h4mlMhQ5TCyodjO7wkW5yyLBsDhpKIrC9NI8tveGWD695Kjtt9MfHUlVkpKDQpxqJDAWAKxu6iWSyGSDW/YNdBm5lqXA+9e09zdqI9dHYyqF7B8tvaKg6LIBbvZCLsC2GHXkWQ04zAbsJkPuDHCHxUC+zYTdnN1mN+nR6RRUVSOWUgnEkvQPx3N5sN5gAl8km3qQTKukMtkcW6tJT4HdxMzyPKrybRTlWTAZFDKqRl8wQas3zHPN/UQS2aA5rWqYSVKtdrGEdqakW6lKtVGT2kOeGjzo13IQN9sMs2izz2XQsxC/vYHhZPYEx0g4gxYOkmc2UuG2UF1jw2zQEYyn2esN83xzP8OxJOlM9lV3Wow0FucxpdCO1ahjMJJkrze76g1Q7rZydmMBS+sLWVidj/kDf8hVVaM7EGPnSHe+rqEYeh1MKXSwfHoxU0sdFOdJmoQ4ec0oc7KhbYjhaOqoNZNp80UljUKIU5QExgKAH185m1Qmu1KbUbOrwPuuCKujK8Mj32cD32zwq5ANdrN5xtmv2ZVeBYNeh07Jjs0G2YCWPVFmdFU5HE8RiGUbTQzH0rT7sh/vZ8uzZcuxJUdWmtOZ7KqyyaDDqNdh2yf4LXVacNtMOMx6dDodiVSGrqEYnf4or+7yEh2pfJFKq+hQKdf6qaeLBq2DmlQrlak2ytKd6FEP+FrtK4OOdqWSFtN0upzz6HMtZNBYRiCWJhBNEhnKYA7FcNuyAW6ZKxuc9w/H2e2N0NwbJBTPrkwrSrbc3NwKF1UeG/qRWsRtvggv7RgAoDDPzLSSPD61qIol9YUU5pnHzEfTNAZCCVq8YfZ6I+z1RoilMrisRqaX5nH+tGLqi+3SfENMGo3FDqxGPVu6ApwzteiI9xdPZegairKkvuAozE4IcbKRwFgA8PPVO4ml0u+v8ir7rPLqRgPf7IqvXlGyJ5yNpE5oGmRUdVwQncpo2TSJjJYLtEdvU0dO5suMrIwa9Nm0jdE0jtG0CZfNmCuZ5rQYsZkNmPQ6FCVb9WIokqQvGKc/mGD3QJh4UiUxkr6hqRoeJUCF2sPp9FKl9VCe7qIs3UVJuhcD6UN+nbqUUloMU+l1zKA/bxadlgaGUyb8kRSRZBrNC3ZzjHKXmbqafDw2E5FEms6hGFu7hnltt5dEKht4G/UK+XYTC6rcFDjMKIAvmqRrKMaO/jA6BYrzzMwqc7KwJp9FUzwUOcxjUh00TWMwnBzTmS+cyGA26KgrsrN8ejENxQ5KnGZJkRCTkkGvY3aFk82dRycwbvdFUTWYUmQ/CrMTQpxsJDAWQLa7Uziezq0KZ0ZXiEdWj9OqhqqpucBWlwueGZN7nC3rlg1wjQYFk16XOzHObBjJFR7JXTYadJgNSq5cmJrRSGQyxFIq0USaUCJDIJqkdzjOzv5Q9oS7jEoylV091mspCglQpPkp0wZYiJdSbYCizABF6X4K1QHMWuKwXo8MOrqUcjpNUxiwNtBlnUandRp+NY9ANEU4kUYb1rDHoSQv+4fZ4zCSSqv0B7Mn+W3vCxNNptFGUkzyLAamFNqpcFkxGhTCiTQDoSS7BsKkekNYjDoq3VYW13mYU+Hi9FoPBY6xK8KpjEr3UJR2f5QOX4QOfzQXCNcU2Di7sYi6QjsVbqt0oBOnjPlVbja0DdEfjB9xBZW93jDFeWZp7CHEKUoCYwFAZuSjfKNON2a1WIExK8aKAjoUNEZWf9Wx5d1UFdKqSkbTSCZUApnU+yfdpdWRlebsirE6stKcUbMBn15N4iCCU4vgJIRTC+MmTK0SpkAL4FH95Kt+3OoQ+Rk/Tu3g834PZAgnrYY6+i119Jrr6LHU06WvYihlIBRPk0irGKIKDtVAkUPHjHInLoueZEalbzhOhz/Gjr5gtryalv1nwW424LGbmFHqwGzUo2oaw9EU3nB2RVingMduoq7IwYqZJSysdtNQ7BiX4jAcS9E50pmvwx+lOxAlo4LDrKemwM6yxiJqCrI1mKXZhjhVTSm047Ia2dwZ4OJZpUe0rz0DYepktViIU5YExgK2PkzR7iYSGQ1VyxYcU1HQULLfawoaOlRldJuCioIeFb2WwUgaAyoGJYMeFQNp9FoGg5LBSAaLFsdKAosWx6LFMWtxzCQwq9nvbVoMhxbCepBVHg5HCgPdSil9xiq8pioGTJX0Gqvo0VXg1fKIJNIkMxqkwKboKbSbqfIYcZgMKEq2rmnvcJzWwXCuAxxkq3U4zAbK3RYK7WZMBh3JjIo/kq21vD0SxqBTcNuMVOXbWDSlgBllecypcOGxm3LpDdn6zGlaBiL0BGJ0j1xC8Wwb51KnhZoCG2fVeagpsJNvM0pqhBAjFEVhXqWLLZ0BLppZcti/G8PRFD3DcS46wuBaCHHyksBYwHP/xs2RgeM9iyOiojCIB6++GJ+xFL+hhMGRS7+ulB6lmEgK4ulsLrQho5BnMuC2GKkwG7JlmTSVWFrFG0rQNRRlZ3+GZDrbyU6ny3boc5gNTCnMlnFSlGynvWA8jS+Soj+YxKhXKHCYqfFYWT6tmBnlTmaU5uHaJ5DVNI1gLM323lA2AB6K0jMcJxTP5jwX2E1U5FtZ2lCY7caXb5WyUUJ8iPnVbl7bPUjrYIS6ovGlCg/Gjr4gJr0iK8ZCnMIkMBagHXwVho9aCgMh7Azr3AR0HgIGD8N6D8P6AgJ6D0M6D4OKhwGlgHBaRzKTPRlQAcyKDofRgN2sp8ikp1ynQ9FBIpkhEEvjjyQZCCaIj3SvA0bKyOlxmPRUe6y5UnGptMpwPFt3uWc4gUGnkGc1UOayMKvCRV2hncaSPOqKHDjM7/9axZIZ+oJxtveF6A/GR04UjBMfOQFvNAg+u6GQcreVCrcVq0mCYCEOVZkr+0/k+lb/YQfG23uDNBQ7MEpakhCnLAmMBZhsxKIWQBvp3Jb9quxz2V9HNxWFNHoyI5fc98rodQNJxUxcMZNUrCR1ZhKKJXvRWbK36WyEdHlElDxCioPQyNcADsKqmdRIPvJI7IpOIVun2KjHYsx+LdAplBp0qKpGPKUSSaQIxtMMhBLE/dkmIqP0OgWLQYfZqKfIYcRismJQFNKqSiyV7cCXyGgMhLIrwHkWA0V5ZqaWOplSZGdaSR5TCuxjVoGjyTSDoSQ7+4IMBBO5ShnDsRSQ7cxX6rJQ6rQwr9JNidNMmUuCYCGOpjOneHh8czeheIq8Qzx5LppM0+KNcNWC8mM0OyHEyUACYwHfeo/P/WEt0USGXNeO0Rw9jfe7emgaOiUbYCqaRgYFdTSU/kAXPEZqFo82CpnIaFULgy5bucI0cjGMVLhwKeAaKQ2naRqptEo8rRJLpomlMoTiaVKZbKUKbZ9pG3TKPnWOdeTbjBh0ykiJN0imMqRGOuwFYhkMSRW7SU9RnpmGYgvl+VZqC+zUFdopc2dXjRUl22DEF0kyGE6wtXuYwXACbyjBYDhBOJFNuTDoFAodZkpdZs6q81DqslCSZ8EtOcFCHHNzK90829THur1+Lpx5aJ3wmrqDKArMKncdo9kJIU4GEhgLIHtyVzSZGbNt3453+wtus4FzNgrWlJGsDEVDVbPR9PuVJ7Il4DIZNdf2OaNlq1Gk0hnCiTTpfVpDj8bjo0YDXoNOlwt888x6DPrsCrCCjoym5uonj7aXjqc0MmoGi1FPvs2Ix26mOM9MictMudtKpdtKRb4Np8WAoijEUxn8kST+SLZM3LaeIP5IkqFodps68jo4LQYKHWZKnBZmV7godJgpyjPjthqlTJoQx4nJoGNxXQFr9/pYNrXwkBrZbOoYYkaZU/L5hTjFSWAsAFjX6ieRPvJc4w8Gs5BtCKJTFBSdkk3N2Kc1tE7JBrYmnR6DRY9Bp0M3ckdV1UhrI4F0JlsMWBuJ0DPZchmgKJgMepyWbDMQj82Ex27KBq0uM9X5NgrzzDjMBjQNQok0w9FsN71ANEXrYJTNncO5wHfffw6cVgMFdhP5NhM1BbbcfovyzPLHU4gT1OL6Al7b7WXdXv9BN/zoD8Zp80X57JLaYzs5IcQJTwJjAUCF20o0tU8nuP2tEO9jNMNCHcmXGE2pUEfSKEbbQOd2OSZLIxv86nXvNwjR65Rcm2e72YDNZCDPkr04LQZcVhMum5F8m5ECuxmP3YTDYkABIokMoUSKSCJDOJEiFE8Tiqd5u9VPIJpiOJYiFE/lVnwh23DDZTXishqpLbCzsDofjz0bWLttRjkBR4iTkN1sYEl9Ia/s9LKo1nNQefxv7B6kyGFiasnhnbQnhJg8JDAWACyakk88+eErxh9Mk9XplGwnO70Og17BqNPl2jsb9CO5viO3jwa8dpMeu8mI3azHbNRnc4v1Si4NIpbKEE9mT4KLpTLEkhniqQzRZIZwPI03lCCaDBCOpwknsmP2NdpO2m424LQaqci3MrPcmQuC3VYjeRaDNMQQYpI6d2oR61v9vLRjgMvnlh1w7HA0xebOAJfPLZPzAIQQEhiLrEtnl405iQ3Gnzin7XNl9DZtpJNdWs12sxvN7R3thjeaT5xKZgjGUiNtnTUS6WyliOTI9eQHHnuUTgGLUY/NpMdi1GM16rGa9JQ4LdQXGXIBcJ4l+9VhNmA26OQPnBCnMKtJzyWzS3l8czfzqlxU5tv2O/a55j6cVgOn1eR/hDMUQpyoJDAWAKxu6iOSSO83oBzdrOyTRTxaVUKv06HXjXxVFAx6ZSQ9YnTbSB6xQYfDYsCo12HS6zAaRqpR6HW5KhJmgw6rSY/FkA2AJcgVQhyORbX5bOkM8OD6Tr52fsOEKRV7BkJs6ghw3RlVkjolhAAkMBYjvnfJ9OM9BSGEOGoURWHVGVX8+qU93Pd2O9cvrhlz0uxgOMFDGzqZU+FiToWUaBNCZMm/yEIIISYlp8XI55bWMhCK87tXWtjeG2Q4mmJTxxB3vNqCy2rkmoUV8qmUECJHVoyFEEJMWmUuKzed18ATm7v589p2IJsGNr/Kzcp55VJ6UQgxhgTGQgghJjWP3cTnlk5hOJrCH03isZtwWQ+tZbQQ4tQggbEQQohTgstmxGWTgFgIsX+SYyyEEEIIIQQSGAshhBBCCAFIYCyEEEIIIQQggfEx4fV6ufzyy7Hb7UydOpUXXnjheE9JCCGEEEJ8CDn57hj42te+RmlpKV6vlxdffJFrr72WPXv2UFBQcLynJoQQQggh9kNWjI+ycDjM448/zo9+9CNsNhsrV65k3rx5PPHEE8d7akIIIYQQ4gBO+cA4FArxve99j4suuoiioiIUReHWW2+dcGw4HOZb3/oW5eXlWCwW5s+fz4MPPjhmzO7du3E4HFRWVua2zZkzh23bth3LpyGEEEIIIY7QKR8Y+3w+/vCHP5BIJLjqqqsOOPaaa67hnnvu4ZZbbuHZZ59l0aJFXHfdddx///25MeFwGKfTOeZ+TqeTcDh8LKYvhBBCCCGOklM+x7impoahoSEURWFwcJA777xzwnHPPPMML7zwAvfffz/XXXcdAOeffz7t7e1897vfZdWqVej1ehwOB8FgcMx9g8EgDofjgPMYGBjA6/WO2bZnz54jeGZCCCGEEOJQnPIrxoqioCjKh47729/+hsPh4JOf/OSY7Z/73Ofo6elh3bp1ADQ2NhIOh+nq6sqNaWpqYtasWQfc/29/+1tmz5495vJhK9hCCCGEEOLoOeUD44PV1NTEjBkzMBjGLrLPnTs3dzuAw+Hgyiuv5NZbbyUWi/HUU0+xefNmVq5cecD933zzzTQ1NY25PP7448fkuQghhBBCiPFO+VSKg+Xz+airqxu33ePx5G4f9dvf/pYbb7yRgoICKioqeOihhygsLDzg/ouLiykuLj66kxZCCCGEEAdNAuNDcKCUi31vKyoq4plnnvkopiSEEEIIIY4SSaU4SAUFBWNWhUf5/X7g/ZVjIYQQQghxcpLA+CDNmTOH7du3k06nx2x/7733AJg9e/bxmJYQQgghhDhKJDA+SFdffTXhcJhHH310zPZ77rmH8vJyzjzzzOM0MyGEEEIIcTRIjjHw7LPPEolECIVCADQ3N/PII48AcNlll2Gz2bj00ktZsWIFN910E8FgkIaGBh544AFWr17Nfffdh16vP55PQQghhBBCHCEJjIGbbrqJ9vb23PWHH36Yhx9+GIDW1lZqa2sBeOyxx/jBD37Av//7v+P3+5k+fToPPPAAn/rUp47JvBKJBCCNPoQQQgghDsdoDDUaU30YRdM07VhOSBy+J554Qpp8CCGEEEIcoccff5wrr7zyQ8dJYHwCCwQCvPrqq1RVVWE2m/c7bvbs2bkGIwdyoHF79uzhqquu4vHHH6ehoeGw53wiOtjX52R7/KO138Pdz6He71DGH8xYOZ4n3+MfjX1/VMfzodxHjucDm6zH9GR9jz7ZYo5EIkFnZyfnnnsubrf7Q8dLYDwJKIrCwfwYDzRu27ZtuYP4w9pXn2wO9vU52R7/aO33cPdzqPc7lPEHM1aO58n3+Edj3x/V8Xwo95Hj+cAm6zE9Wd+jJ3vMIVUpJoFbbrnlqI6bbI738z5Wj3+09nu4+znU+x3K+IMZe7x/rsfL8X7ex/Lxj8a+P6rj+VDuI8fzgR3v5y7v0Yc2frLHHLJiLIAT+783IQ6VHM9iMpHjWUw2J/IxLSvGQgghhBBCIIGxGFFUVMQtt9xCUVHR8Z6KEEdMjmcxmcjxLCabE/mYllQKIYQQQgghkBVjIYQQQgghAAmMhRBCCCGEACQwFkIIIYQQApDAWAghhBBCCEACYyGEEEIIIQAJjIUQQgghhAAkMBZH6Ne//jULFizAaDRy6623Hu/pCHHQvF4vl19+OXa7nalTp/LCCy8c7ykJcUTk/VhMFolEgs9//vNUV1fjdDo566yzeOuttz6Sx5bAWByRiooKfvzjH3PVVVcd76kIcUi+9rWvUVpaitfr5b/+67+49tpr8fl8x3taQhw2eT8Wk0U6naa2tpY33niDQCDATTfdxMqVK4lGo8f8saXBhzgqvvjFL1JZWSmrFOKkEA6H8Xg87N27l8rKSgDOO+88brjhBj7/+c8f59kJcWTk/VhMRh6Ph5dffpl58+Yd08eRFeNJIBQK8b3vfY+LLrqIoqIiFEXZ7xtiOBzmW9/6FuXl5VgsFubPn8+DDz740U5YiEN0tI/x3bt343A4ckExwJw5c9i2bduxfBpC5Mj7tphMjvXxvHPnTmKxGPX19cdg9mNJYDwJ+Hw+/vCHP5BIJD70I7RrrrmGe+65h1tuuYVnn32WRYsWcd1113H//fd/NJMV4jAc7WM8HA7jdDrH3M/pdBIOh4/F9IUYR963xWRyLI/nWCzGDTfcwA9/+EMcDscxmP0HaOKkp6qqpqqqpmma5vV6NUC75ZZbxo17+umnNUC7//77x2xfsWKFVl5erqXT6dy25cuXa2azecLL97///XH7/sIXvjDhYwpxNBztY3zjxo1afn7+mDFf//rXtW9/+9vH5gkI8QHH4n17lLwfi4/asTqek8mkdvnll2s33HBDbv/HmqwYTwKKoqAoyoeO+9vf/obD4eCTn/zkmO2f+9zn6OnpYd26dblta9asIR6PT3j5z//8z6P+HIQ4kKN9jDc2NhIOh+nq6sqNaWpqYtasWUd34kLsx7F43xbieDkWx7Oqqtxwww3o9Xr+9Kc/HdT+jwYJjE8hTU1NzJgxA4PBMGb73Llzc7cfqnQ6TTweJ5PJjPleiOPhYI9xh8PBlVdeya233kosFuOpp55i8+bNrFy58iOfsxAHcijv2/J+LE50h3I8f+UrX6G3t5eHHnpo3PhjSQLjU4jP58Pj8YzbPrrtcEpV/cd//AdWq5W7776bn/70p1itVu69994jnqsQh+NQjvHf/va39PT0UFBQwD/90z/x0EMPUVhY+JHNVYiDcSjHtLwfixPdwR7P7e3t3Hnnnaxbt47CwkIcDgcOh4PXX3/9mM/xowvBxQnhQB9FHM7HFLfeequUBBInlIM9xouKinjmmWc+iikJcUQO9piW92NxMjiY47mmpgbtOFUTlhXjU0hBQcGEq8J+vx9gwv/ihDiZyDEuJhs5psVkcjIczxIYn0LmzJnD9u3bSafTY7a/9957AMyePft4TEuIo0aOcTHZyDEtJpOT4XiWwPgUcvXVVxMOh3n00UfHbL/nnnsoLy/nzDPPPE4zE+LokGNcTDZyTIvJ5GQ4niXHeJJ49tlniUQihEIhAJqbm3nkkUcAuOyyy7DZbFx66aWsWLGCm266iWAwSENDAw888ACrV6/mvvvuQ6/XH8+nIMQByTEuJhs5psVkMmmO54+kWrI45mpqajRgwktra2tuXCgU0r7xjW9opaWlmslk0ubOnas98MADx2/iQhwkOcbFZCPHtJhMJsvxrGjacTrtTwghhBBCiBOI5BgLIYQQQgiBBMZCCCGEEEIAEhgLIYQQQggBSGAshBBCCCEEIIGxEEIIIYQQgATGQgghhBBCABIYCyGEEEIIAUhgLIQQQgghBCCBsRBCCCGEEIAExkIIcdTcfffdKIoy4eWf//mfj/f0JqUf//jHzJw5E1VVc9sUReHrX//6hOMfeeQRFEXhlVdeOaTHuf7667nqqquOYKZCiJOB4XhPQAghJpu77rqL6dOnj9lWXl5+nGYzefX09PDzn/+cu+++G53u2K7z3HrrrUyfPp2XXnqJ5cuXH9PHEkIcPxIYCyHEUTZ79mxOP/30gxqbSqVQFAWDQd6OD9WvfvUr3G4311xzzTF/rPr6ei655BJ+9rOfSWAsxCQmqRRCCPEReeWVV1AUhXvvvZfvfOc7VFRUYDab2bNnDwAvvvgiF1xwAU6nE5vNxtKlS1mzZs24/Tz99NPMnz8fs9nMlClT+K//+i9uvfVWFEXJjWlra0NRFO6+++5x91cUhVtvvXXMtt27d/PpT3+a4uJizGYzM2bM4De/+c2E83/ggQf4wQ9+QHl5OU6nkwsvvJCdO3eOe5zVq1dzwQUX4HK5sNlszJgxg//8z/8E4N5770VRFNauXTvufj/+8Y8xGo309PTs97VMJpP86U9/4tOf/vQRrRaPvk77u+zr+uuv58UXX6SlpeWwH08IcWKTwFgIIY6yTCZDOp0ec9nXv/7rv9LR0cHvf/97nnzySYqLi7nvvvu46KKLcDqd3HPPPfz1r3/F4/Fw8cUXjwmO16xZw5VXXkleXh4PPvggv/jFL/jrX//KXXfdddjzbW5uZtGiRTQ1NfHLX/6Sp556issvv5xvfOMb/OhHPxo3/t/+7d9ob2/nzjvv5A9/+AO7d+/miiuuIJPJ5Mb86U9/4rLLLkNV1dzz/MY3vkFXVxcAq1atorS0dFzwnU6nueOOO7j66qsPmH6ybt06fD4f559//oS3a5o27meQTqfH5CIDlJWVsXbt2jGXv//97zidTmbMmDFm7HnnnYemaTzzzDMHfkGFECcvTQghxFFx1113acCEl1Qqpb388ssaoJ1zzjlj7heJRDSPx6NdccUVY7ZnMhlt3rx52hlnnJHbduaZZ2rl5eVaLBbLbQsGg5rH49H2fUtvbW3VAO2uu+4aN09Au+WWW3LXL774Yq2yslIbHh4eM+7rX/+6ZrFYNL/fr2malpv/ZZddNmbcX//6Vw3Q1q5dq2mapoVCIc3pdGpnn322pqrqfl+vW265RTOZTFp/f39u20MPPaQB2quvvrrf+2mapt12220aoPX19U34/D7s8vLLL0+430gkop1xxhlaWVmZ1tbWNu72iooKbdWqVQecmxDi5CUrxkIIcZT9+c9/ZsOGDWMu++YQf/zjHx8z/q233sLv93PjjTeOW9285JJL2LBhA5FIhEgkwoYNG7jmmmuwWCy5++fl5XHFFVcc1lzj8Thr1qzh6quvxmazjXn8yy67jHg8zttvvz3mPitXrhxzfe7cuQC0t7fnnk8wGOTmm28el46wr5tuugmAP/7xj7ltv/71r5kzZw7nnHPOAefd09ODoigUFhZOePu111477mewYcMGbrvttv3uM5PJsGrVKrZv384zzzxDTU3NuDHFxcV0d3cfcG5CiJOXnO0hhBBH2YwZMw548l1ZWdmY6/39/QB84hOf2O99/H4/iqKgqiqlpaXjbp9o28Hw+Xyk02luv/12br/99gnHDA4OjrleUFAw5rrZbAYgFosB4PV6AaisrDzgY5eUlLBq1SruuOMOvv/977Nt2zZef/117rjjjg+ddywWw2g0otfrJ7y9qKhowp9BW1vbfvf51a9+ldWrV+dyuCdisVhyz1MIMflIYCyEEB+xD66ijq563n777Zx11lkT3qekpCRXwaKvr2/c7R/cNrqinEgkxmz3+Xxjrufn56PX67n++uv52te+NuFjT5ky5QDPZryioiKAXD7xgXzzm9/k3nvv5YknnmD16tW43W7+4R/+4UPvV1hYSDKZJBKJYLfbD2l+E7n11lu58847ueuuu7jooov2O87v91NbW3vEjyeEODFJYCyEEMfZ0qVLcbvdNDc377cxBYDJZOKMM87gscce4xe/+EUu+A2FQjz55JNjxpaUlGCxWNi6deuY7U888cSY6zabjfPPP59NmzYxd+5cTCbTET+fJUuW4HK5+P3vf8+nPvWpA6ZTnHbaaSxZsoTbbruNpqYmvvzlLx9UoDtaJ7qlpSWXynG4/vSnP/GjH/2IH//4x3z2s5/d77h0Ok1nZyeXXXbZET2eEOLEJYGxEEIcZw6Hg9tvv50bb7wRv9/PJz7xCYqLi/F6vWzZsgWv18vvfvc7AH7yk59wySWXsGLFCr7zne+QyWS47bbbsNvt+P3+3D4VReEzn/kM//u//0t9fT3z5s1j/fr13H///eMe/1e/+hVnn302y5Yt46abbqK2tpZQKMSePXt48skneemllw75+fzyl7/ki1/8IhdeeCFf+tKXKCkpYc+ePWzZsoVf//rXY8Z/85vfZNWqVSiKws0333xQj3HeeecB8Pbbbx9RYLx27Vq++tWvsnTpUlasWDEun3rfFfytW7cSjUb3WwlDCHHyk8BYCCFOAJ/5zGeorq7m5z//OV/5ylcIhUIUFxczf/78MauYK1as4PHHH+eHP/xhruTZzTffTCwWG1da7Ze//CUAP//5zwmHwyxfvpynnnpqXCrAzJkz2bhxIz/5yU/44Q9/yMDAAG63m8bGxsNeHf3CF75AeXk5t912G1/84hfRNI3a2lpuvPHGcWOvuuoqzGYz559/Po2NjQe1/6qqKpYtW8YTTzzBl7/85cOaI8DOnTtJp9O8+eabLF68eNztmqblvn/88ccpLCw8YKqFEOLkpmj7/tYLIYQ4Kd1666386Ec/4mR8S3/yySdZuXIlTz/99CEF4o8++iirVq2ivb2dioqKYzjDbMWKhoYGPv3pT/PTn/70mD6WEOL4kXJtQgghjovm5maeffZZvvOd7zB//nwuvfTSQ7r/Nddcw6JFi3Ld9I6l++67j3A4zHe/+91j/lhCiONHAmMhhBDHxc0338zKlSvJz8/ngQceOOBJehNRFIU//vGPlJeXj+tod7Spqspf/vIX3G73MX0cIcTxJakUQgghhBBCICvGQgghhBBCABIYCyGEEEIIAUhgLIQQQgghBCCBsRBCCCGEEIAExkIIIYQQQgASGAshhBBCCAFIYCyEEEIIIQQggbEQQgghhBCABMZCCCGEEEIAEhgLIYQQQggBwP8Pl1IdAoL/YRIAAAAASUVORK5CYII=", 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", 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512 rows \u00d7 2 columns

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" + ], + "text/plain": [ + " median ln_std\n", + "depth \n", + "0.000000 412.780956 0.326525\n", + "0.102740 412.780956 0.326525\n", + "0.205479 412.780956 0.326525\n", + "0.308219 412.780956 0.326525\n", + "0.410959 408.462477 0.312219\n", + "... ... ...\n", + "52.089041 617.193175 0.182733\n", + "52.191781 617.193175 0.182733\n", + "52.294521 617.193175 0.182733\n", + "52.397260 617.193175 0.182733\n", + "52.500000 617.193175 0.182733\n", + "\n", + "[512 rows x 2 columns]" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Repeat using a Specific Depth-Dependent Model" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "var_velocity_dd = pystrata.variation.DepthDependToroVelVariation.generic_model(\n", + " \"USGS C\", depth=[0, 10, 20], ln_std=[0.25, 0.15, 0.10]\n", + ")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "outputs.reset()\n", + "count = 20\n", + "for p in pystrata.variation.iter_varied_profiles(\n", + " profile,\n", + " count,\n", + " var_thickness=var_thickness,\n", + " var_velocity=var_velocity_dd,\n", + " var_soiltypes=var_soiltypes,\n", + "):\n", + " p = p.auto_discretize()\n", + " calc(m, p, p.location(\"outcrop\", index=-1))\n", + " outputs(calc)" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "for o in outputs[:-1]:\n", + " ax = o.plot(style=\"stats\")" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", 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", 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0.114263\n", - "\n", - "[512 rows x 2 columns]" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" + "execution_count": null } - ], - "source": [ - "outputs[-1].calc_stats(as_dataframe=True)" - ] - } - ], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 4 + ] } diff --git a/examples/example-09.ipynb b/examples/example-09.ipynb index 17e20dd..2c0067a 100644 --- a/examples/example-09.ipynb +++ b/examples/example-09.ipynb @@ -1,306 +1,306 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Example 9: Quarter wavelength site amplification\n", - "\n", - "Example of quarter-wavelength site amplification and fitting a profile to a target crustal amplification." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import json\n", - "\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import pystrata\n", - "\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Increased figure sizes\n", - "plt.rcParams[\"figure.dpi\"] = 120" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Load the WNA profile from Campbell (2003)." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "with open(\"../tests/data/qwl_tests.json\") as fp:\n", - " data = json.load(fp)[1]\n", - "\n", - "thickness = np.diff(data[\"site\"][\"depth\"])\n", - "\n", - "profile = pystrata.site.Profile()\n", - "for i, (thick, vel_shear, density) in enumerate(\n", - " zip(thickness, data[\"site\"][\"velocity\"], data[\"site\"][\"density\"])\n", - "):\n", - " profile.append(\n", - " pystrata.site.Layer(\n", - " pystrata.site.SoilType(f\"{i}\", density * pystrata.motion.GRAVITY),\n", - " thick * 1000,\n", - " vel_shear * 1000,\n", - " )\n", - " )\n", - "\n", - "profile.update_layers(0)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Create simple point source motion" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "motion = pystrata.motion.SourceTheoryRvtMotion(\n", - " magnitude=6.5, distance=20, region=\"cena\"\n", - ")\n", - "motion.calc_fourier_amps(data[\"freqs\"])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "calc = pystrata.propagation.QuarterWaveLenCalculator(site_atten=0.04)\n", - "input_loc = profile.location(\"outcrop\", index=-1)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "calc(motion, profile, input_loc)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "nbformat": 4, + "nbformat_minor": 4, + "metadata": {}, + "cells": [ { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots()\n", - "ax.plot(motion.freqs, calc.crustal_amp, label=\"Crustal Amp.\")\n", - "ax.plot(motion.freqs, calc.site_term, label=\"Site Term\")\n", - "ax.set(\n", - " xlabel=\"Frequency (Hz)\",\n", - " xscale=\"log\",\n", - " ylabel=\"Amplitude\",\n", - " yscale=\"linear\",\n", - ")\n", - "ax.legend()\n", - "fig.tight_layout();" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The quarter-wavelength calculation is tested against the WNA and CENA crustal amplification models provided by Campbell (2003). The test of the CENA model passes, but the WNA model fails. Below is a comparison of the two crustal amplifications." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "metadata": {}, + "source": [ + "# Example 9: Quarter wavelength site amplification\n", + "\n", + "Example of quarter-wavelength site amplification and fitting a profile to a target crustal amplification." + ], + "cell_type": "markdown" + }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots()\n", - "ax.plot(motion.freqs, calc.crustal_amp, label=\"Calculated\")\n", - "ax.plot(data[\"freqs\"], data[\"crustal_amp\"], label=\"Campbell (03)\")\n", - "ax.set(\n", - " xlabel=\"Frequency (Hz)\",\n", - " xscale=\"log\",\n", - " ylabel=\"Amplitude\",\n", - " yscale=\"linear\",\n", - ")\n", - "ax.legend()\n", - "fig.tight_layout();" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Adjust the profile to match the target crustal amplification -- no consideration of the site attenuation paramater although this can also be done. First, the adjustment is only performed on the velocity. Second set of plots adjusts velocity and thickness." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "metadata": {}, + "source": [ + "import json\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pystrata\n", + "\n", + "%matplotlib inline" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "# Increased figure sizes\n", + "plt.rcParams[\"figure.dpi\"] = 120" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "Load the WNA profile from Campbell (2003)." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "with open(\"../tests/data/qwl_tests.json\") as fp:\n", + " data = json.load(fp)[1]\n", + "\n", + "thickness = np.diff(data[\"site\"][\"depth\"])\n", + "\n", + "profile = pystrata.site.Profile()\n", + "for i, (thick, vel_shear, density) in enumerate(\n", + " zip(thickness, data[\"site\"][\"velocity\"], data[\"site\"][\"density\"])\n", + "):\n", + " profile.append(\n", + " pystrata.site.Layer(\n", + " pystrata.site.SoilType(f\"{i}\", density * pystrata.motion.GRAVITY),\n", + " thick * 1000,\n", + " vel_shear * 1000,\n", + " )\n", + " )\n", + "\n", + "profile.update_layers(0)" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "Create simple point source motion" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "motion = pystrata.motion.SourceTheoryRvtMotion(\n", + " magnitude=6.5, distance=20, region=\"cena\"\n", + ")\n", + "motion.calc_fourier_amps(data[\"freqs\"])" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "calc = pystrata.propagation.QuarterWaveLenCalculator(site_atten=0.04)\n", + "input_loc = profile.location(\"outcrop\", index=-1)" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "calc(motion, profile, input_loc)" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "fig, ax = plt.subplots()\n", + "ax.plot(motion.freqs, calc.crustal_amp, label=\"Crustal Amp.\")\n", + "ax.plot(motion.freqs, calc.site_term, label=\"Site Term\")\n", + "ax.set(\n", + " xlabel=\"Frequency (Hz)\",\n", + " xscale=\"log\",\n", + " ylabel=\"Amplitude\",\n", + " yscale=\"linear\",\n", + ")\n", + "ax.legend()\n", + "fig.tight_layout();" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", 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kdTWrpKK9TQ+cu7mdKgIAAIC3OnSgLykp0ZAhQxpsj4mJce8/Y8WKFZo3b5569uyp/v37a/PmzerVq1ez8y9YsKDB1f8DBw60uK4/2GxxztXxEzXqe16tEvp299xZnCu5yiSX9/cTAAAAoP106EAvNb885+x9vXv31vbt232aOzY2VrGxsX7XFiwOhl+sDacWaWxcjDanj/PcuWZ681ftAQAAEFC27HLjrZ49e3pchT+jtLRU0rdX6gEAAAC76tCBPikpSfv371dtba3H9tzcXEmiZzwAAABsr0MH+pkzZ6qyslJbtmzx2L5u3Tr169dPY8eODVBlAAAAgDVsu4Z+x44dqqqqUkVFhSSpoKBAL774oiRp2rRpioqK0tSpUzVlyhTNnz9f5eXlGjp0qDZu3KidO3dq/fr1CgkJCeRHAAAAAFrNtoF+/vz5Kioqcn+dlZXlbjNZWFiowYMHS5K2bt2qJUuWaOnSpSotLVV8fLw2btyom2++ORBlAwAAAJaybaA/dOiQV+OcTqcyMzOVmZnZtgUBAAAAAdCh19ADAAAAHR2BHgAAALAxAj0AAABgYwR6AAAAwMYI9AAAAICNEegBAAAAGyPQAwAAADZGoAcAAABsjEAPAAAA2BiBHgAAALAxAj0AAABgYwR6AAAAwMYI9AAAAICNEegBAAAAGyPQAwAAADZGoAcAAABsjEAPAAAA2BiBHgAAALAxAj0AAABgYwR6AAAAwMZCA10AgkfB4XKlrsz22La0pEwJkqo++0CHll/p85whDofiekTJGdHMqRbhlCYuluJG+zw/AABAZ0egt4hhGMrIyAh0GX45E7YrqmuVU1jqse9wWKgSQqSuZpUSanL9e4NiL8fN3ezf/AAAAJ0Ygd4ihmHIMAzl5+crMTEx0OX4ZOHkYZKkSldtg327a9LUozJckeYJn+c9UVOnunpT50eGKqFv98YHFedKrjLJVenz/AAAACDQQ1LKgGitThvTxN5xktL8mjd1ZbZyCks1tn+MNqePa3zQmulS0V6/5gcAAAA3xQIAAAC2RqAHAAAAbIxADwAAANgYgR4AAACwMQI9AAAAYGMEegAAAMDGCPQAAACAjRHoAQAAABsj0AMAAAA2RqAHAAAAbIxADwAAANgYgR4AAACwMQI9AAAAYGOhgS4AHV/B4XKlrsxudN/SkjIlSKr67AN9/tgExfWIkjOimdMywilNXCzFjW6bYgEAAGyGQG8RwzCUkZER6DKCyplgXlFdq5zC0kbHHA4LVUKI1NWsUrzrI6nYy8nnbraoSgAAAHsj0FvEMAwZhqH8/HwlJiYGupygsHDyMElSpau2yTG7a9LUozJc9a4K1dWbOj8yVAl9uzc+uDhXcpVJrsq2KBcAAMCWCPRoMykDorU6bUwLo8ZJSlPqymzlFJZqbP8YbU4f1/jQNdOlor1WlwkAAGBr3BQLAAAA2BiBHgAAALAxAj0AAABgYwR6AAAAwMYI9AAAAICNEegBAAAAGyPQAwAAADZGoAcAAABsjAdLIagUHC5X6srsRvdllJYrXjr9xNg10xufIMIpTVwsxY1usxoBAACCCYHeIoZhKCMjI9Bl2JYz4vSpWFFdq5zC0kbH/CssRPEhklxlLT8xdu5miysEAAAITgR6ixiGIcMwlJ+fr8TExECXYzsLJw+TJFW6ahvdX3C4XE+6ZqpHVLhG9wlrfJLi3NNh31XZVmUCAAAEHQI9gkLKgGitThvT5P7UldnKKRyqx2MytDl9XOOD1kxv+co9AABAB8NNsQAAAICNEegBAAAAGyPQAwAAADZGoAcAAABsjEAPAAAA2BiBHgAAALAx2lbCVhp7kqwzIlQLJw9TypkNzT1J9lw8WRYAANgcgd4iPCm2bXnzJNnVEc7T/+HNk2TPxZNlAQCATRHoLcKTYttWU0+SLThcrorq2tPbr158eqO3T4rlybIAAKADINDDFpp6kuzpJ8h+c8U+brRvV9p5siwAAOgAuCkWAAAAsDECPQAAAGBjBHoAAADAxgj0AAAAgI0R6C1iGIYcDgcdbgAAANCuCPQWMQxDpmkqLy8v0KUAAACgEyHQAwAAADZGoAcAAABsjEAPAAAA2BiBHgAAALAxAj0AAABgYwR6i9C2EgAAAIFAoLcIbSsBAAAQCAR6AAAAwMYI9AAAAICNEegBAAAAGyPQAwAAADZGoLcIXW4AAAAQCAR6i9DlBgAAAIFAoP/GU089pVGjRiksLEyGYQS6HAAAAMArBPpv9O/fXw8//LBmzJgR6FIAAAAAr4UGuoBgMXPmTEnSyy+/HOBKAAAAAO/Z8gp9RUWFFi9erGuuuUa9e/eWw+FocplMZWWl7rnnHvXr10+RkZFKSUnRpk2bLK+Jm2IBAAAQCLYM9CUlJVq1apVcLleLS2RmzZqldevWadmyZdqxY4fGjBmjOXPmaMOGDZbWxE2xAAAACARbLrkZNGiQjh8/LofDoWPHjunZZ59tdNz27du1a9cubdiwQXPmzJEkTZo0SUVFRVq0aJFSU1MVEhLSnqUDAAAAlrJloHc4HF6N27Ztm5xOp2bPnu2xPT09XXPnzlVOTo7Gjx/vdx1HjhzR0aNHPbYdOHDA7/ngv4LD5Updme3VWGdEqBZOHqaUMxuKc6U105t+QYRTmrhYihvd2jIBAAAsZ8tA7628vDyNGDFCoaGeHzM5Odm9/0ygr62tVW1trerq6lRbW6vq6mqFhYU1ewV/xYoVysjIaLsPgBY5I05/byuqa5VTWOrTa1dHOE//h6tMKtrb8gvmbva1PAAAgDbXoQN9SUmJhgwZ0mB7TEyMe/8ZjzzyiEc4f/TRR7VmzRqlpaU1Of+CBQsaXP0/cOAArS/b0cLJwyRJla5ar8YXHC5XRXXt6fFXLz690VXZ9AuKc08H/ubGAAAABFCHDvRS88tzzt5nGIbPD5SKjY1VbGysv6XBAikDorU6bYzX41NXZn97JT9udMtX3ddM9+7qPQAAQIDYssuNt3r27OlxFf6M0tLTge7MlXoAAADArvy+Ql9YWKjt27dr3759+uKLL3Ty5En16tVLI0eO1L/9279pypQpCgsLs7JWnyUlJWnjxo2qra31WEefm5srSfSMBwAAgO35fIX+jTfe0HXXXadhw4Zp4cKF+r//+z9VVlYqLCxMhYWFevrpp/W9731PcXFxWrp0qcrLy9uibq/MnDlTlZWV2rJli8f2devWqV+/fho7dmyAKgMAAACs4dMV+pkzZ+q1117Tddddp40bN+qqq65S7969PcbU1dXpo48+0rZt27R+/XqtXLlSzz//vK6++mpLC9+xY4eqqqpUUVEhSSooKNCLL74oSZo2bZqioqI0depUTZkyRfPnz1d5ebmGDh2qjRs3aufOnVq/fj096AEAAGB7PgX6888/X//4xz8a7RxzRkhIiEaNGqVRo0bJMAw999xz+uKLL1pd6Lnmz5+voqIi99dZWVnKysqSdHo50ODBgyVJW7du1ZIlS7R06VKVlpYqPj5eGzdu1M0332x5TQAAAEB78ynQ/+lPf/Jp8i5dumjevHk+vcZbhw4d8mqc0+lUZmamMjMz26QOAAAAIJA6dJcbAAAAoKNrdR/6/Px8FRUVqbq6usG+WbNmtXZ6AAAAAM3wO9AfPHhQN954oz766CNJkmmaHvsdDofq6upaVx0AAACAZvkd6O+44w4VFxfrN7/5jUaMGKHw8HAr6wIAAADgBb8D/TvvvKNnnnmGbjEAAABAAPl9U2zv3r3VvXt3K2sBAAAA4CO/A/38+fP1zDPPWFkLAAAAAB/5veRm0aJFuv/++zV69GhNnTpVMTExHvsdDofuvffeVhcItIWCw+VKXZnd4rilJWVKkFT12Qc6tPxK9/YQh0NxPaLkjPDyr1CEU5q4WIob7WfFAAAAjfM70Ofk5GjdunUqLS3VBx980GA/gR7B6EwAr6iuVU5haYvjD4eFKiFE6mpWKaEm13NnsR8FzN3sx4sAAACa5negv/vuu9WrVy/98Y9/pMsNbGPh5GGSpEpXrVfjd9ekqUdluCLNE+5tJ2rqVFdv6vzIUCX09eI+kuJcyVUmuSr9qhkAAKA5fgf6/Px8bdq0Sddff72V9QBtKmVAtFanjfHhFeMkpXlsSV2ZrZzCUo3tH6PN6eNanmLNdKlory9lAgAAeM3vm2IHDhzY4GFSAAAAANqX34H+wQcf1BNPPKHq6mor6wEAAADgA7+X3Lz//vv64osvdNFFF2nSpEmNdrnJzMxsdYEAAAAAmuZ3oH/qqafc/71hw4YG+wn0AAAAQNvzO9DX19dbWQcAAAAAP/i9hh4AAABA4PkU6Kuqqvx6E39fBwAAAKB5PgX6Cy+8UL/5zW9UXl7u1fi//e1vuv766/XrX//ar+IAAAAANM+nNfRPPPGElixZop///Of6/ve/r0mTJunSSy9VbGysIiMjVVpaqoMHD+rtt9/Wyy+/rIKCAt1000267bbb2qp+AAAAoFPzKdDfeuutmj17ttauXaunn35aL7zwghwOh8cY0zR13nnn6cYbb9TatWs1evRoSwsGgkXB4XKlrsxucdzSkjIlSKo7/JFC1kxveeIIpzRxsRTH3x0AANAyn7vcnHfeeZo/f77mz5+vL774Qm+99Za+/PJLnTx5Ur169VJ8fLzGjh2rsLCwtqg3aBmGoYyMjECXgXbgjDj916aiulY5haUtjj8cFqqEECmkplwq2uv9G83d7G+JAACgE/G7baUk9e/fX7Nnz7aqFlszDEOGYSg/P1+JiYmBLgdtaOHkYZKkSletV+NXH54t1Ul9z6tVQt/uzQ8uzpVcZZKrsrVlAgCATqJVgR7ojFIGRGt12hivx6eulG4vHKyxcTHanD6u+cFrpvt2FR8AAHR69KEHAAAAbIxADwAAANgYgR4AAACwMQI9AAAAYGMEegAAAMDGWtXlpqKiQjt27FBRUZFOnjzpsc/hcOgXv/hFq4oDOhJvHkSVUVqueOl0+8pzH0LFA6cAAEAj/A70OTk5mj59ukpLG3+wDoEeOM2XB1H9KyxE8SE63Yu+qfaVPHAKAACcxe9Af++996p///7auXOnkpOTFR4ebmVdQIfh7YOoCg6X60nXTPWICtfoPuc8aZkHTgEAgCb4Hehzc3O1YcMGXXbZZVbWA3Q43j6IKnVltnIKh+rxmIyGD6DigVMAAKAJft8U27t3byvrAAAAAOAHvwP9woUL9fTTT8s0TSvrAQAAAOADn5bc/PrXv/b4ev/+/Ro1apSmT5+unj17euxzOBy69957W18hAAAAgCb5FOh/+tOfNrr9o48+arCNQA8AAAC0PZ8CfWFhYVvVAeAbjfWrX1pSpgRJJz77QPVPX+tuhWkZetwDAGBbPqWCQYMGtVUdtmcYhjIyMgJdBmysuX71h8NClRAiRZlVUvHbbVcEPe4BALAdvy/zhYSEKDs7W5dffnmDfe+9954uv/xy1dXVtao4OzEMQ4ZhKD8/X4mJiYEuBzbUXL/63TVpCi1xKLL+pM6PDFVC3+7WvTE97gEAsDW/A31z3W3q6+vlcDj8nRrolJrvVz9OqSsvVk5hqcb2j2nYp7416HEPAICt+d22UlKTof29995T9+4WXkEEAAAA0CifrtBnZmYqMzNT0ukwP2PGDEVERHiMOXnypI4cOaIbb7zRuioBAAAANMqnQB8bG6uEhARJ0qFDhzRkyBBFR0d7jImIiFBSUpJ+8pOfWFYkAAAAgMb5FOjnzJmjOXPmSJImTZqkP/zhD4qPj2+TwgAAAAC0zO+bYvfs2WNlHQAAAAD80Kqn05SXl+v3v/+99uzZo5KSEvXs2VOTJk3S/PnzGyzFAQAAAGA9v7vcFBYWKjk5WUuWLNEnn3yi8PBwffLJJ1qyZIkuueQSffrpp1bWCQAAAKARfgf6n/zkJ6qurta+fftUWFio7OxsFRYWau/evXK5XLrnnnssLBMAAABAY/wO9Lt379ajjz6qceM8H3Azfvx4PfLII9q9e3eriwMAAADQPL8DfUREhAYMGNDovoEDBzboT9/RGYYhh8OhxMTEQJcCAACATsTvQH/DDTcoKyur0X1ZWVn63ve+53dRdmQYhkzTVF5eXqBLAQAAQCfid5ebuXPn6kc/+pFmz56tuXPnqk+fPiouLtbzzz+vd999V6tXr9b777/vHn/ppZdaUjAAAACAb/kd6K+55hpJ0ueff66tW7e6t5um6bHfNE05HA7V1dW1pk4AAAAAjfA70K9Zs8bKOgAAAAD4we9AP2/ePCvrAAAAAOAHv2+KPdvHH3+sffv2qaqqyorpAAAAAHipVYH+T3/6k+Li4jRy5EhNnDhRH3/8sSTppptu0jPPPGNJgQAAAACa5negz8rKUlpami699FI99dRT7pthpdMdbV544QVLCgQAAADQNL/X0D/22GNKT0/X6tWrVVdXp7vuusu9b8SIEXryySctKRCAp4LD5UpdmW3ZfBml5YqXpOJcac301k8Y4ZQmLpbiRrd+LgAA0CK/A/3+/fv1X//1X43ui4mJUUlJid9F2ZFhGMrIyAh0GejAnBGn/7pWVNcqp7DUsnn/FRai+BBJrjKpaK9l82ruZuvmAgAATfI70EdFRamsrKzRfV988YV69Ojhd1F2ZBiGDMNQfn6+EhMTA10OOqCFk4dJkipdtZbNWXC4XE+6ZqpHVLhG9wlr/YTFuad/MHBVtn4uAADgFb8D/Xe+8x099dRT+sEPftBg39q1a3XVVVe1pi4A50gZEK3VaWMsnTN1ZbZyCofq8ZgMbU4f1/oJ10y39io/AABokd+BfunSpbryyit1+eWXa+7cuXI4HNq6dauWLVumN998U++8846VdQIAAABohN9dbi677DLt2LFDlZWVuv/++2WappYvX65//vOf2r59O8tOAAAAgHbg9xV6SZo0aZL279+vgwcP6quvvlKvXr00fPhwq2oDAAAA0IJWBfozLrroIl100UVWTAUAAADAB34F+qNHj2rlypV688039eWXX0qS+vXrp0mTJumOO+5Qz549LS3SDmhbCQAAgEDweQ3966+/rmHDhmnp0qXas2ePSkpKdOzYMe3Zs0dLlizR8OHD9eabb7ZFrUHNMAyZpqm8vLxAlwIAAIBOxKdAf/ToUaWmpqp79+564YUXVFZWpsOHD6u4uFhlZWXatGmTunbtqhtvvLHTPVgKAAAACASfAv3q1atVV1enffv26cYbb1RUVJR7X1RUlG666Sbt3btXp06d0urVqy0vFgAAAIAnnwL9X/7yF912222Ki4trcszAgQOVnp6unTt3tro4AAAAAM3zKdDv379fV155ZYvjJkyYoP379/tdFAAAAADv+NTl5uuvv1ZsbGyL42JjY/X111/7WxOAdlZwuFypK7NbPc/SkjIlSKr67AMdWt7yD/+SFOJwKK5HlJwRFnTRjXBKExdLcaNbPxcAADbh07+gLpdLYWFhLU8aGqqamhq/i7Ij2lbCjs6E6IrqWuUUlrZ6vsNhoUoIkbqaVUqoyfX+hcWtfmtPczdbPCEAAMHL50tiH3/8sUJDm3/ZP/7xD78LsivDMGQYhvLz85WYmBjocgCvLJw8TJJU6aq1ZL7dNWnqURmuSPOEV+NP1NSprt7U+ZGhSujbvXVvXpwrucokV2Xr5gEAwGZ8DvRpaWktjjFNUw6Hw596ALSjlAHRWp02xsIZx0lK83p06sps5RSWamz/GG1OH9e6t14zXSra27o5AACwIZ8C/Zo1a9qqDgAAAAB+8CnQz5s3r63qAAAAAOAHn9pWAgAAAAguBHqLGIYhh8PBDbEAAABoVwR6ixiGIdM0lZeXF+hSAAAA0IkQ6L/hcrl02223aeDAgerWrZuuuOIKvfXWW4EuCwAAAGgWgf4btbW1Gjx4sPbu3auvv/5a8+fP1/XXX68TJ7zrpw0AAAAEggXPWu8YunbtqqVLl7q/njdvnu6991598sknuuSSSwJYGdDxFRwuV+rK7FbNsbSkTAmSqj77QIeWX9lgf4jDobgeUe6n47YowilNXCzFjW5VXQAAtDXbBvqKigr98pe/1IcffqgPPvhAx44d07Jly2QYRoOxlZWV+vnPf64XXnhBpaWlio+P14MPPqibb765yfk//vhjnTx5UhdddJFX9RiGoYyMDH8/DtApnQnXFdW1yiksbdVch8NClRAidTWrlFCT2/igYj8mnru5VXUBANDWbBvoS0pKtGrVKl1yySWaMWOGnn322SbHzpo1S3/729/0n//5nxo+fLg2bNigOXPmqL6+XnPnzm0w/uTJk7r11lv185//XE6n06t6DMOQYRjKz8+n0w3gpYWTh0mSKl21rZ5rd02aelSGK9JsuEzuRE2d6upNnR8ZqoS+3VuerDhXcpVJrspW1wUAQFuzbaAfNGiQjh8/LofDoWPHjjUZ6Ldv365du3a5Q7wkTZo0SUVFRVq0aJFSU1MVEhLiHn/q1CnNnj1b8fHxeuihh9rlswCdVcqAaK1OG2PRbOMkpTW6J3VltnIKSzW2f4w2p49reao106WivRbVBQBA27JtoHc4HF6N27Ztm5xOp2bPnu2xPT09XXPnzlVOTo7Gjx8vSaqvr9ett96qkJAQrV69usX3OHLkiI4ePeqx7cCBAz58CgAAAKB1bBvovZWXl6cRI0YoNNTzoyYnJ7v3nwn0d955pw4fPqydO3c2GN+YFStWsG4eAAAAAdXhA31JSYmGDBnSYHtMTIx7vyQVFRXp2WefVWRkpHr16uUet2PHDk2YMKHRuRcsWNDgyv+BAwc0Y8YMi6oHAAAAmtfhA73U/PKcM/sGDRok0zR9mjc2NlaxsbGtqg0AAABojQ4f6Hv27Om+Cn+20tLTLfLOXKkH0PF52+++pZ72Z2uxvz397AEAbazDB/qkpCRt3LhRtbW1Huvic3NP96mmxSTQ8fna796rnvZn86a/Pf3sAQBtpMMH+pkzZ+qZZ57Rli1blJqa6t6+bt069evXT2PHjg1gdQDag6/97pvraX+2Fvvb088eANAObB3od+zYoaqqKlVUVEiSCgoK9OKLL0qSpk2bpqioKE2dOlVTpkzR/PnzVV5erqFDh2rjxo3auXOn1q9f79GDHkDH5Hu/+6Z72p+txf729LMHALQDWwf6+fPnq6ioyP11VlaWsrKyJEmFhYUaPHiwJGnr1q1asmSJli5dqtLSUsXHx2vjxo26+eabA1E2AAAAYBlbB/pDhw55Nc7pdCozM1OZmZltWxAAAADQzroEugAAAAAA/rP1FXoACAZNtcP0pf3lGbTBBAD4ikAPAH5qqR2mz+0vz6ANJgDABwR6APBTS+0wvW1/eQZtMAEA/iDQA4CfWm6H6V37yzNogwkA8Ac3xQIAAAA2RqAHAAAAbIwlNwAQZKzomkO3HADoPAj0ABAkLO+aQ7ccAOgUCPQAECSs6ppDtxwA6FwI9AAQJKzqmkO3HADoXLgpFgAAALAxAj0AAABgYyy5AYAOqjXdcuiSAwD2QaAHgA7Gsm45dMkBAFsg0ANAB9Pabjl0yQEAeyHQA0AH09puOXTJAQB7IdADABrl7xr8Ftff+4M1+wDQJAI9AMCDJWvwvVl/7w/W7ANAAwR6AICH1qzBb3H9vT9Ysw8AzSLQW8QwDGVkZAS6DABotdaswW9x/b0/WLMPAM3iwVIWMQxDpmkqLy8v0KUAAACgEyHQAwAAADZGoAcAAABsjEAPAAAA2BiBHgAAALAxAj0AAABgYwR6AAAAwMYI9AAAAICN8WApAIDlCg6XK3Vltl+vdUaEauHkYUoZEO25ozj39EOmvBHhlCYuluJG+1UDANgJgR4AYBlnxOl/Viqqa5VTWNqqudxPq41wnv5fV5nvT4ydu7lVNQCAHRDoAQCWWTh5mCSp0lXr1+sLDperorrW8/UTF5/+X1eld5MU554O/96OBwCbI9ADACyTMiD62yvrfkhdmd3wyn7caN+utK+Z7vuVfACwMW6KBQAAAGyMQA8AAADYGIEeAAAAsDECPQAAAGBjBHoAAADAxgj0FjEMQw6HQ4mJiYEuBQAAAJ0Igd4ihmHINE3l5eUFuhQAAAB0IgR6AAAAwMYI9AAAAICNEegBAAAAGwsNdAEAAJyr4HC5Uldm+/XapSVlSpBU9dkHOrT8SklSiMOhuB5RckZY/M9ehFOauFiKG23tvADgAwI9ACBonAncFdW1yiks9WuOw2GhSgiRuppVSqjJ/XZHsRUVNmHu5jacHACaR6AHAASNhZOHSZIqXbV+z7G7Jk09KsMVaZ6QJJ2oqVNdvanzI0OV0Le7JXVKkopzJVeZ5Kq0bk4A8AOBHgAQNFIGRGt12phWzjJOUpr7q9SV2copLNXY/jHanD6ulXOfZc10qWivdfMBgJ+4KRYAAACwMQI9AAAAYGMEegAAAMDGCPQWMQxDDodDiYmJgS4FAAAAnQiB3iKGYcg0TeXl5QW6FAAAAHQiBHoAAADAxgj0AAAAgI0R6AEAAAAbI9ADAAAANkagBwAAAGyMQA8AAADYWGigCwAAoD0UHC5X6spsy+ZbWlKmBElVn32gQ8uvlCSFOByK6xElZ0Q7/PMa4ZQmLpbiRrf9ewEIagR6ixiGoYyMjECXAQA4x5lwXVFdq5zCUsvmPRwWqoQQqatZpYSa3G93FFv2Ft6Zu7md3xBAsCHQW8QwDBmGofz8fJ4WCwBBZOHkYZKkSletpfPurklTj8pwRZonJEknaupUV2/q/MhQJfTtbul7NVCcK7nKJFdl274PAFsg0AMAOrSUAdFanTamDWYeJynN/VXqymzlFJZqbP8YbU4f1wbvd5Y106WivW37HgBsg5tiAQAAABsj0AMAAAA2RqAHAAAAbIxADwAAANgYgR4AAACwMQK9RQzDkMPhoGUlAAAA2hWB3iKGYcg0TeXl5QW6FAAAAHQiBHoAAADAxgj0AAAAgI0R6AEAAAAbI9ADAAAANkagBwAAAGyMQG8R2lYCAAAgEAj0FqFtJQAAAAIhNNAFAADQkRQcLlfqyuw2fY+lJWVKkFT12Qc6tPxKhTgciusRJWeEn/+sRziliYuluNGW1gmgfRDoAQCwwJkwXVFdq5zC0jZ9r8NhoUoIkbqaVUqoyT29sdiCiedutmASAO2NQA8AgAUWTh4mSap01bb5e+2uSVOPynBFmid0oqZOdfWmzo8MVULf7r5PVpwrucokV6X1hQJoFwR6ixiGoYyMjECXAQAIkJQB0VqdNqad3m2cpDRJUurKbOUUlmps/xhtTh/n+1RrpktFey2tDkD74qZYi3BTLAAAAAKBQA8AAADYGIH+G7Nnz9YFF1ygbt26KTk5Wa+++mqgSwIAAABaxBr6bxiGoWHDhik8PFzvvPOOpkyZok8//VQ9e/YMdGkAAABAk7hC/42EhASFh4dLkrp06SKXy6UvvvjC69fzpFgAAAAEgi0DfUVFhRYvXqxrrrlGvXv3lsPhkGEYjY6trKzUPffco379+ikyMlIpKSnatGlTo2N/+MMfKjIyUmPGjNHVV1+tpKQkr2viplgAAAAEgi0DfUlJiVatWiWXy6UZM2Y0O3bWrFlat26dli1bph07dmjMmDGaM2eONmzY0GDs888/r8rKSv35z3/W5MmT5XA42ugTAAAAANaw5Rr6QYMG6fjx43I4HDp27JieffbZRsdt375du3bt0oYNGzRnzhxJ0qRJk1RUVKRFixYpNTVVISEhHq8JDQ3VNddco9/97ne6+OKLNW3atDb/PAAAAIC/bBnovb1yvm3bNjmdTs2ePdtje3p6uubOnaucnByNHz++0dfW1dXpwIEDzc5/5MgRHT161GNbS68BAKAtFBwuV+rKbJ9ft7SkTAmSqj77QIeWX+n160IcDsX1iJIz4qwoEeGUJi6W4kb7XAcA/9ky0HsrLy9PI0aMUGio58dMTk527x8/fryKi4u1b98+XXfddYqIiNDWrVu1Z88ePfbYY83Ov2LFCp4OCwAIqDOBuqK6VjmFpT6//nBYqBJCpK5mlRJqcn17cXET2+du9rkOAP7r0IG+pKREQ4YMabA9JibGvf+M3/72t7rtttskScOGDdPGjRuVkpLS7PwLFixocPX/wIEDLa7rBwDAKgsnD5MkVbpq/Xr97po09agMV6R5wuvXnKipU129qfMjQ5XQt/vpjcW5kqtMclX6VQcA/3XoQC81vzznzL4+ffro//7v/3yeOzY2VrGxsX7XBgBAa6UMiNbqtDGtmGGcpDSfXpG6Mls5haUa2z9Gm9PHnd64ZrpUtLcVdQDwly273HirZ8+eHlfhzygtPf0ryTNX6gEAAAC76tCBPikpSfv371dtreevIXNzT68R5CFQAAAAsLsOHehnzpypyspKbdmyxWP7unXr1K9fP40dOzZAlQEAAADWsO0a+h07dqiqqkoVFRWSpIKCAr344ouSpGnTpikqKkpTp07VlClTNH/+fJWXl2vo0KHauHGjdu7cqfXr1zfoQQ8AAADYjW0D/fz581VUVOT+OisrS1lZWZKkwsJCDR48WJK0detWLVmyREuXLlVpaani4+O1ceNG3XzzzYEoGwAAALCUbQP9oUOHvBrndDqVmZmpzMzMti0IAIBO5uyHWfn7gKqm8OAqwHu2DfQAACAwGnuYVaseUNUUHlwFeIVADwAAfNLYw6z8eUBVU3hwFeAbAj0AAPBJ4w+z8v0BVU3hwVWAbzp020oAAACgoyPQAwAAADZGoAcAAABsjEAPAAAA2Bg3xQIAgKBkVZ97etqjoyPQAwCAoNImfe7paY8OjEAPAACCipV97ulpj86AQA8AAIKKlX3u6WmPzoCbYgEAAAAbI9ADAAAANkagBwAAAGyMNfQAAKDDa00LTNpeItgR6AEAQIdlWQtM2l4iiBHoAQBAh9XaFpi0vYQdEOgBAECH1doWmLS9hB1wUywAAABgY1yhBwAAaIG/N9VyQy3aA4HeIoZhKCMjI9BlAAAAC1lyUy031KKNEegtYhiGDMNQfn6+EhMTA10OAACwQGtuquWGWrQXAj0AAEATWnNTLTfUor1wUywAAABgY1yhBwAAaEO+3lDLjbTwFYEeAACgDbTqhlpupIUPCPQAAABtwJ8barmRFv4g0AMAALQBf26o5UZa+IObYgEAAAAb4wo9AABAkPHlRlpuogWBHgAAIEj4fSMtN9F2agR6AACAIOHrjbTcRAuJQA8AABA0fL2RlptoIRHoAQAAbM/bNfest++YCPQAAAA25deae9bbdzgEegAAAJvyZc096+07LgI9AACATfmy5p719h0XgR4AAKAT8Wa9PWvt7YVAbxHDMJSRkRHoMgAAABrl83p71trbBoHeIoZhyDAM5efnKzExMdDlAAAAePB2vT1r7e2HQA8AANAJeLve/sxa+/O7hGpkTTdJ0lJzkRKU2/LSHJblBASBHgAAAG6WLM1hWU67ItADAADAze+lOSzLCRgCPQAAANz8XZrT2LIcuuW0DwI9AAAAfHbu0pwml+XQLafNEegBAADgs3OX5py7LIduOe2HQA8AAACfNVya47ksx9tuOXTKaT0CPQAAACznU7ccOuW0CoEeAAAAlvOmWw6dcqxBoAcAAIDlvOmW422nnL6xvdX92iUsw2lCl0AX0FEYhiGHw6HExMRAlwIAAGALDTrlnDz99ZklOQk1uYp3faTun78uvfl4IEsNalyht4hhGDIMQ/n5+YR6AAAAL3jTKedi85C6OU6wDKcZBHoAAAAEhDedcu794l5d4djf3qXZCktuAAAAABvjCj0AAACC3tk3ykrcLHs2Aj0AAACCkjMiVJVmpKRGetdL0ueS3gzr9D3rCfQAAAAISgsnD9Orrh+pR+lz7htlJW6WPReBHgAAAEEpZUC0Uu68RdItHtu5WdYTgR4AAAC2xdp6Ar1lDMNQRkZGoMsAAADo8Fhb74m2lRYxDEOmaSovLy/QpQAAAHRoCycP09txP9J7EWOVH57k/vM3jVS5GXV6UCdaW88VegAAANgKa+s9EegBAADQ4Zy9tr6jr6sn0AMAAKBDaHZtfQdeV0+gBwAAQIfQWN/6ztCznkAPAACADqGxtfWdYV09gR4AAACdQkddV0/bSosYhiGHw6HExMRAlwIAAIBvNLauPqEmV/Guj9T989elNx8PcIWtR6C3CH3oAQAAgk9jPes7Wr96ltwAAACgw2ppXf2ZZTghDofiekTJ2S1amrjYVstwCPQAAADoVJpsb1n8zR/JVu0tCfQAAADoVM5tb3mipk519aaSQj5TV7PKdstwCPQAAADoVM5dhpO6Mls5haV6rdtjng+jsgkCPQAAAKDTD6GSTre3/PyxCbZZU0+XG4vQthIAAMCenBGnr3GX1UVIOr2uPt71kZzFb0v/3Bn0rS0J9BahbSUAAIA9LZw8TJPjY7U7Nk3vRYzV3zRSb9ePUJWj6+kBQb6mniU3AAAA6NRSBkRrddoYSWMkpbnX1GdFPqIxKnC3tqyIHqErFjwT6HIbINADAAAAZ/FYghPybWvL/K8DW1dTCPQWc7lckqQDBw4EuBIAAAD4Y1pcrY5/UaHNVVNUWlGjCLNaklR1fh8pP9897kzeO5P/AsVhmqYZ0Ao6CMMwlJGREegyAAAA0M7Wrl2refPmBez9CfQWy87O1vjx4/XCCy9o5MiRgS6nQztw4IBmzJihl156SUOHDg10OR0ax7r9cKzbD8e6/XCs2xfHu/0UFBTopptu0ltvvaVx48YFrA6W3FisW7dukqSRI0cqISEhwNV0DkOHDuVYtxOOdfvhWLcfjnX74Vi3L453+zmT/wKFtpUAAACAjRHoAQAAABsj0AMAAAA2RqC3WO/evbVs2TL17t070KV0eBzr9sOxbj8c6/bDsW4/HOv2xfFuP8FyrOlyAwAAANgYV+gBAAAAGyPQAwAAADZGoAcAAABsjEAPAAAA2BiB3iKVlZW655571K9fP0VGRiolJUWbNm0KdFm28MYbb8jhcDT65+233/YY+/777+vqq6+W0+lUdHS0Zs2apU8//bTReZ988knFx8crIiJCF154oTIyMnTq1Kn2+EhBo6KiQosXL9Y111yj3r17y+FwyDCMRse2xbE9cuSI0tLS1KtXL0VFRWncuHF6/fXXrfyIQcPbY52WltbouR4fH9/ovBxrT7t379Ztt92m+Ph4de3aVf3799cNN9yg9957r8FYzunW8fZYc05b48MPP9T06dM1cOBAnXfeeYqJidG4ceO0fv36BmM5t1vH22Ntq3PbhCWmTJliRkdHm08//bS5e/du8/bbbzclmc8//3ygSwt6e/bsMSWZy5cvN7Ozsz3+VFRUuMft37/fPP/8880JEyaYr732mrllyxYzISHB7Nevn3nkyBGPOR955BHT4XCYP/vZz8w9e/aYjz/+uBkeHm7++Mc/bu+PF1CFhYVm9+7dzYkTJ7rPyWXLljUY1xbHtrq62kxMTDTj4uLM9evXm3/5y1/MG264wQwNDTXfeOONtvzYAeHtsZ43b5553nnnNTjXP/zwwwZjOdYN3XjjjeakSZPMFStWmG+88YaZlZVlXnHFFWZoaKj5+uuvu8dxTreet8eac9oae/bsMe+8807zueeeM3fv3m2+8sor5s0332xKMn/5y1+6x3Fut563x9pO5zaB3gKvvfaaKcncsGGDx/YpU6aY/fr1M2trawNUmT2cCfRZWVnNjps9e7bZq1cvs6yszL3t0KFDZlhYmLl48WL3tmPHjpmRkZHmHXfc4fH6Rx991HQ4HGZ+fr61HyCI1dfXm/X19aZpmubRo0ebDJltcWx///vfm5LMt956y73t1KlT5siRI83LL7/cqo8YNLw91vPmzTO7du3a4nwc68Z99dVXDbZVVFSYF1xwgTl58mT3Ns7p1vP2WHNOt62xY8eaAwYMcH/Nud12zj3Wdjq3WXJjgW3btsnpdGr27Nke29PT0/Xll18qJycnQJV1HLW1tXr11Vf1gx/8QN26dXNvHzRokCZNmqRt27a5t+3cuVPV1dVKT0/3mCM9PV2maeqll15qr7ID7syvB5vTVsd227ZtuvjiizVu3Dj3ttDQUP37v/+73nnnHX3xxRet/HTBxZtj7QuOdeNiY2MbbHM6nRo5cqQ+//xzSZzTVvHmWPuCY+2fXr16KTQ0VBLndls7+1j7IhiONYHeAnl5eRoxYkSDkyA5Odm9Hy276667FBoaqm7duunaa6/V3r173fsOHjyokydPuo/p2ZKTk3XgwAFVV1dL+vZ4JyUleYzr27evevXqxffjHG11bPPy8pqcU5Ly8/Mt+wx2c/LkSfXp00chISGKi4vT3XffrdLSUo8xHGvvlZWV6f3331dCQoIkzum2dO6xPoNz2jr19fWqra3V0aNHtWLFCv35z3/WAw88IIlz22rNHesz7HJu+/5jCBooKSnRkCFDGmyPiYlx70fTunfvrp/85Ce66qqr1LNnTx04cED//d//rauuukqvvfaarr32WvcxPHNMzxYTEyPTNHX8+HH17dtXJSUlioiIUNeuXRsdy/fDU1sd25KSkibnPPt9O5tLLrlEl1xyiRITEyVJ//u//6vf/OY3ev311/W3v/1NTqdTkjjWPrjrrrtUVVWlJUuWSOKcbkvnHmuJc9pqCxYs0MqVKyVJ4eHh+t3vfqc777xTEue21Zo71pK9zm0CvUWa+1W7lb+G74hGjRqlUaNGub+eMGGCZs6cqaSkJC1evFjXXnute5+3x5nvh+/a4tjyfWjo3nvv9fh6ypQpGjVqlG688UY988wzHvs51i37xS9+oeeff15PPvmkRo8e7bGPc9paTR1rzmlrPfTQQ7r99tt15MgRvfLKK7r77rtVVVWln/70p+4xnNvWaOlY2+ncZsmNBXr27NnoT1RnfiXT2E9iaF50dLS+973v6aOPPtLJkyfVs2dPSY3/5FpaWiqHw6Ho6GhJp78f1dXVOnHiRKNj+X54aqtjy98L782cOVNdu3b1aNPKsW5ZRkaGHnnkET366KO6++673ds5p63X1LFuCue0/wYOHKjLLrtM06ZN0x/+8Afdcccd+tnPfqajR49yblusuWPdlGA9twn0FkhKStL+/ftVW1vrsT03N1eS3L+qgW9M05R0+qfViy66SOedd577mJ4tNzdXQ4cOVWRkpKRv17CdO7a4uFjHjh3j+3GOtjq2SUlJTc4p8ffiXKZpqkuXb/8vmWPdvIyMDBmGIcMw9NBDD3ns45y2VnPHujmc09a4/PLLVVtbq08//ZRzu42dfaybE5Tntt/9ceC2fft2U5K5adMmj+3XXXcdbSv9VFpaavbv399MSUlxb7vpppvM2NhYs7y83L2tqKjIDA8PNx944AH3tpKSEjMyMtL8j//4D485H3vssU7XtvJszbVSbItju2LFClOS+fbbb7u3nTp1ykxISDDHjh1r4ScLPs0d68Zs3rzZlGT+9re/dW/jWDft4YcfNiWZP//5z5scwzltDW+OdWM4p61zyy23mF26dHH3mOfcbjvnHuvGBOu5TaC3yJQpU8wePXqYq1atMnfv3m3++Mc/NiWZ69evD3RpQW/OnDnmAw88YGZlZZl79uwxV61aZV588cVmaGiouWvXLve4/fv3m06n05w4caK5fft2c+vWrWZiYmKzD9N46KGHzDfeeMP87//+bzMiIqLTPVjKNE//wJmVlWX+8Y9/NCWZs2fPNrOyssysrCyzqqrKNM22ObbV1dVmQkKCOWDAAPP55583d+3aZc6cObPDPqjENFs+1ocOHTLHjx9v/u53vzO3b99u7tixw3zwwQfNyMhIMyEhwaysrPSYj2Pd0BNPPGFKMq+77roGD3vJzs52j+Ocbj1vjjXntHV+/OMfm/fff7+5efNm84033jBffPFFMzU11ZRkLlq0yD2Oc7v1vDnWdju3CfQWqaioMP/f//t/Zp8+fczw8HAzOTnZ3LhxY6DLsoXHHnvMTElJMbt3726GhISYvXv3NmfOnGm+8847Dca+++675uTJk82oqCizW7du5owZM8wDBw40Om9mZqY5fPhwMzw83Bw4cKC5bNkys6ampq0/TtAZNGiQKanRP4WFhe5xbXFsi4uLzVtvvdWMiYkxIyMjzSuuuMLjh7SOpqVjXVpaas6cOdMcPHiwed5555nh4eHmsGHDzMWLF5tff/11o3NyrD1997vfbfIYn/tLZ87p1vHmWHNOW+ePf/yjOWHCBLNXr15maGioGR0dbX73u981n3vuuQZjObdbx5tjbbdz22Ga3yxUBgAAAGA73BQLAAAA2BiBHgAAALAxAj0AAABgYwR6AAAAwMYI9AAAAICNEegBAAAAGyPQAwAAADZGoAcAAABsjEAPAAAA2BiBHgAAALAxAj0AdBC33XabwsLCVFNT0+SYadOmKSoqSp999plf7/Hwww9r5MiRqq+v97fMRtXV1Sk2Nla/+c1vvH7N6tWr1b9/f1VVVVlaCwDYDYEeADqI5ORk1dbW6uOPP250/5///Gft2LFDDz74oAYOHOjz/F9++aUef/xxPfzww+rSxdp/Pt58800dPXpUs2bN8vo18+bNU9euXfX4449bWgsA2A2BHgA6iOTkZElSXl5eg321tbW67777NHjwYC1evNiv+TMzMxUdHe1T6PbWiy++qMsuu0yDBg3y+jWhoaG68847lZmZqRMnTlheEwDYBYEeADqI5gL9008/rYKCAv3qV79SZGSkz3PX1NRo9erVmjt3rsfVecMw5HA49NFHH2n27Nnq3r27YmJidN9997l/W3Ddddfp/PPP1+DBgxu9mm6aprZt26Yf/OAH7m1Hjx7VHXfcoQEDBigiIkK9e/fWd77zHf31r3/1eO0Pf/hDlZeXa9OmTT5/JgDoKEIDXQAAwBq9evVSnz59GgT648ePyzAMTZ482e+r6zk5OSopKdGkSZMa3X/TTTfp3//933XnnXdq165devzxx3Xq1Cn99a9/1YIFC/TTn/5UGzZs0AMPPKChQ4d61PHWW2/p8OHDHoH+lltu0fvvv69HH31Uw4cP19dff633339fJSUlHu/bp08fxcfH67XXXtNtt93m12cDALsj0ANAB5KcnKz8/HyPbYZhqKysTJmZmX7Pm52dLUm69NJLG91/xx136L777pMkXX311frLX/6ip556Slu3btXMmTMlSVdddZVeffVVPf/88x6B/sUXX1RSUpKGDRvm3rZv3z7dfvvt+vGPf+zedsMNNzT63pdeemmDK/cA0Jmw5AYAOpCkpCQVFha615R//PHH+sMf/qC77rpLCQkJfs/75ZdfyuFwqFevXo3u/973vufx9YgRI+RwODR16lT3ttDQUA0dOlRFRUUeY7du3epxdV6SLr/8cq1du1aPPPKI3n77bZ06darJ2mJjY3XkyBHV1tb6+rEAoEMg0ANAB5KcnKz6+noVFBRIku677z5FR0fLMAyPcf/4xz80ZcoUxcTEqEePHlqwYEGz8548eVJhYWEKCQlpdH9MTIzH1+Hh4YqKimqwXj88PFzV1dXur9955x199tlnDQL95s2bNW/ePD377LMaN26cYmJidOutt6q4uLjBe0dGRso0TY95AaAzIdADQAdy9o2xf/7zn7V9+3YtX75c0dHRHuN++MMfKj09XSUlJSoqKlJ6enqz8/bq1Us1NTWW93zfsmWLhg8frsTExAbv99vf/laHDh1SUVGRHnvsMW3dulVpaWkN5igtLVVERIScTqeltQGAXRDoAaADGTFihEJDQ/Xhhx/qvvvu0+jRoxu9WfTTTz+Vy+VSXV2dunXrpjFjxjQ7b3x8vCTp4MGDlta7ZcuWBlfnzzVw4EDdfffdmjJlit5///0G+z/99FONHDnS0roAwE4I9ADQgURERGj48OFatWqV9u/fryeffLLRh0Bt2rRJa9eu1YABA3Tfffc1u0ZdOn1DqyS9/fbbltX64Ycf6uDBgw0CfVlZmS699FI98cQTevXVV/W///u/euKJJ7Rz505NmTLFY2x9fb3eeeedJrvvAEBnQJcbAOhgkpOTVVBQoFtuuUXjxo1rdMy1116ra6+9Vv/617/0ne98R1dffbWmTZvW5JwDBgzQhAkT9PLLL+uOO+6wpM4tW7Zo0KBBGj16tMf2yMhIjR07Vs8995wOHTqkU6dOaeDAgXrggQcaPBTrjTfeUFlZmX74wx9aUhMA2JHDNE0z0EUAANrP1q1blZKSoiFDhujvf/+7rr32WmVnZ+vCCy9s9nVbtmxRamqqioqK1L9//1bXMXLkSE2dOlW/+tWv/J7jlltu0aeffqp9+/a1uh4AsCsCPQB0Mj/5yU+0efNmVVZWasiQIXrkkUd0/fXXt/g60zQ1fvx4jR49Wk899VQ7VNq8gwcPasSIEdq9e7euvPLKQJcDAAFDoAcAeC0vL0//8z//owcffLDRtfntac+ePfrkk08sWwIEAHZFoAcAAABsjC43AAAAgI0R6AEAAAAbI9ADAAAANkagBwAAAGyMQA8AAADYGIEeAAAAsDECPQAAAGBjBHoAAADAxgj0AAAAgI0R6AEAAAAbI9ADAAAANkagBwAAAGyMQA8AAADY2P8HmtxOraZmieoAAAAASUVORK5CYII=", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "The quarter-wavelength calculation is tested against the WNA and CENA crustal amplification models provided by Campbell (2003). The test of the CENA model passes, but the WNA model fails. Below is a comparison of the two crustal amplifications." + ], + "cell_type": "markdown" }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "fig, ax = plt.subplots()\n", + "ax.plot(motion.freqs, calc.crustal_amp, label=\"Calculated\")\n", + "ax.plot(data[\"freqs\"], data[\"crustal_amp\"], label=\"Campbell (03)\")\n", + "ax.set(\n", + " xlabel=\"Frequency (Hz)\",\n", + " xscale=\"log\",\n", + " ylabel=\"Amplitude\",\n", + " yscale=\"linear\",\n", + ")\n", + "ax.legend()\n", + "fig.tight_layout();" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "Adjust the profile to match the target crustal amplification -- no consideration of the site attenuation paramater although this can also be done. First, the adjustment is only performed on the velocity. Second set of plots adjusts velocity and thickness." + ], + "cell_type": "markdown" }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "for adjust_thickness in [False, True]:\n", + " calc.fit(\n", + " target_type=\"crustal_amp\",\n", + " target=data[\"crustal_amp\"],\n", + " adjust_thickness=adjust_thickness,\n", + " )\n", + "\n", + " fig, ax = plt.subplots()\n", + " ax.plot(motion.freqs, calc.crustal_amp, label=\"Calculated\")\n", + " ax.plot(data[\"freqs\"], data[\"crustal_amp\"], label=\"Campbell (03)\")\n", + " ax.set(\n", + " xlabel=\"Frequency (Hz)\",\n", + " xscale=\"log\",\n", + " ylabel=\"Amplitude\",\n", + " yscale=\"linear\",\n", + " )\n", + " ax.legend()\n", + " fig.tight_layout()\n", + "\n", + " for yscale in [\"log\", \"linear\"]:\n", + " fig, ax = plt.subplots()\n", + "\n", + " ax.plot(\n", + " profile.initial_shear_vel,\n", + " profile.depth,\n", + " label=\"Initial\",\n", + " drawstyle=\"steps-pre\",\n", + " )\n", + " ax.plot(\n", + " calc.profile.initial_shear_vel,\n", + " calc.profile.depth,\n", + " label=\"Fit\",\n", + " drawstyle=\"steps-pre\",\n", + " )\n", + "\n", + " ax.legend()\n", + " ax.set(\n", + " xlabel=\"$V_s$ (m/s)\",\n", + " xlim=(0, 3500),\n", + " ylabel=\"Depth (m)\",\n", + " ylim=(8000, 0.1),\n", + " yscale=yscale,\n", + " )\n", + " fig.tight_layout()" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", 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", 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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [], + "cell_type": "code", + "outputs": [], + "execution_count": null } - ], - "source": [ - "for adjust_thickness in [False, True]:\n", - " calc.fit(\n", - " target_type=\"crustal_amp\",\n", - " target=data[\"crustal_amp\"],\n", - " adjust_thickness=adjust_thickness,\n", - " )\n", - "\n", - " fig, ax = plt.subplots()\n", - " ax.plot(motion.freqs, calc.crustal_amp, label=\"Calculated\")\n", - " ax.plot(data[\"freqs\"], data[\"crustal_amp\"], label=\"Campbell (03)\")\n", - " ax.set(\n", - " xlabel=\"Frequency (Hz)\",\n", - " xscale=\"log\",\n", - " ylabel=\"Amplitude\",\n", - " yscale=\"linear\",\n", - " )\n", - " ax.legend()\n", - " fig.tight_layout()\n", - "\n", - " for yscale in [\"log\", \"linear\"]:\n", - " fig, ax = plt.subplots()\n", - "\n", - " ax.plot(\n", - " profile.initial_shear_vel,\n", - " profile.depth,\n", - " label=\"Initial\",\n", - " drawstyle=\"steps-pre\",\n", - " )\n", - " ax.plot(\n", - " calc.profile.initial_shear_vel,\n", - " calc.profile.depth,\n", - " label=\"Fit\",\n", - " drawstyle=\"steps-pre\",\n", - " )\n", - "\n", - " ax.legend()\n", - " ax.set(\n", - " xlabel=\"$V_s$ (m/s)\",\n", - " xlim=(0, 3500),\n", - " ylabel=\"Depth (m)\",\n", - " ylim=(8000, 0.1),\n", - " yscale=yscale,\n", - " )\n", - " fig.tight_layout()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 4 + ] } diff --git a/examples/example-10.ipynb b/examples/example-10.ipynb index cc9f8cc..f19fc38 100644 --- a/examples/example-10.ipynb +++ b/examples/example-10.ipynb @@ -1,140 +1,140 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Example 10: Alternative RVT Peak Factor Calculators" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import itertools\n", - "\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import pyrvt\n", - "import pystrata\n", - "\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Increased figure sizes\n", - "plt.rcParams[\"figure.dpi\"] = 120" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "osc_freqs = np.logspace(-1, 2, num=91)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "peak_calcs = [\n", - " pyrvt.peak_calculators.CartwrightLonguetHiggins1956(),\n", - " pyrvt.peak_calculators.Vanmarcke1975(),\n", - "]\n", - "mags = [5, 6, 7]\n", - "\n", - "# Create CLH and V peak factor motions\n", - "motions = [\n", - " pystrata.motion.SourceTheoryRvtMotion(\n", - " mag, 20, \"wna\", depth=8, stress_drop=100, peak_calculator=pc\n", - " )\n", - " for pc, mag in itertools.product(peak_calcs, mags)\n", - "]\n", - "\n", - "# Create WR peak factor motions.\n", - "motions += [\n", - " pystrata.motion.SourceTheoryRvtMotion(\n", - " mag,\n", - " 20,\n", - " \"wna\",\n", - " depth=8,\n", - " stress_drop=100,\n", - " peak_calculator=pyrvt.peak_calculators.WangRathje2018(\"wna\", mag, 20),\n", - " )\n", - " for mag in mags\n", - "]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "for m in motions:\n", - " m.calc_fourier_amps(freqs=np.logspace(-2, 2, 1024))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "nbformat": 4, + "nbformat_minor": 4, + "metadata": {}, + "cells": [ { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "# Example 10: Alternative RVT Peak Factor Calculators" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "import itertools\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pyrvt\n", + "import pystrata\n", + "\n", + "%matplotlib inline" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "# Increased figure sizes\n", + "plt.rcParams[\"figure.dpi\"] = 120" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "osc_freqs = np.logspace(-1, 2, num=91)" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "peak_calcs = [\n", + " pyrvt.peak_calculators.CartwrightLonguetHiggins1956(),\n", + " pyrvt.peak_calculators.Vanmarcke1975(),\n", + "]\n", + "mags = [5, 6, 7]\n", + "\n", + "# Create CLH and V peak factor motions\n", + "motions = [\n", + " pystrata.motion.SourceTheoryRvtMotion(\n", + " mag, 20, \"wna\", depth=8, stress_drop=100, peak_calculator=pc\n", + " )\n", + " for pc, mag in itertools.product(peak_calcs, mags)\n", + "]\n", + "\n", + "# Create WR peak factor motions.\n", + "motions += [\n", + " pystrata.motion.SourceTheoryRvtMotion(\n", + " mag,\n", + " 20,\n", + " \"wna\",\n", + " depth=8,\n", + " stress_drop=100,\n", + " peak_calculator=pyrvt.peak_calculators.WangRathje2018(\"wna\", mag, 20),\n", + " )\n", + " for mag in mags\n", + "]" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "for m in motions:\n", + " m.calc_fourier_amps(freqs=np.logspace(-2, 2, 1024))" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "fig, axes = plt.subplots(\n", + " ncols=2,\n", + " sharex=True,\n", + " sharey=False,\n", + " subplot_kw={\"xscale\": \"log\"},\n", + " figsize=(10, 6),\n", + ")\n", + "\n", + "for m in motions:\n", + " osc_resps = m.calc_osc_accels(osc_freqs)\n", + " for ax in axes:\n", + " ax.plot(\n", + " osc_freqs, osc_resps, label=f\"M{m.magnitude}, {m.peak_calculator.ABBREV}\"\n", + " )\n", + "\n", + "axes[0].set(ylabel=\"5%-Damped, Spectral Accel. (g)\", yscale=\"linear\")\n", + "axes[1].set(yscale=\"log\")\n", + "plt.setp(axes, xlabel=\"Frequency (Hz)\")\n", + "\n", + "ax.legend()\n", + "fig.tight_layout()" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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J27KJvK0bKMvNAVXFVdlEv0oj/fW9qIxx8Vp4OSGRHUzws5NicgEuqqsXUl29kNDQ6fRK/DU+Pqk9fWpCfC+SjBJCiB6w7PAy3st5D4D04HQeHPbgeTu2zVZPQ8Mm6hs20tp6ALMpBj+/fvj69cPPty9arRe+Bl+eGvsUP178Y+wuOw+ufZCPr/oYs8583uIQQgghxIXL6rSysGAh7+e8T25D7nHbkvyTuCH1Bq5Kugo/g5+nvbU1l9LSd6ms+hKns/1YB1WHpTqcsh0aWkq9QT02Bc8/LJykISNIGjyc6LR0tLrL+yuoX0gYg2fOZvDM2TTXVrNv9QqyVi2lpbYG1e4kvBCuLIykOVjh27hqvoxpZby/nSFeTjQK1NQspqZmMWGhM0hM/JUkpcRF6/L+TSCEED3gcPNh/rzhz4B72eN/jv8nRq3xex2ztfUgFRWfHUlA5Ry3rbl5N1XV3xx5p8HbO5mIiGvoF3snd/e/mxd2v0BhUyH/2PYPHh758PeKQwghhBAXttqOWj7O/ZhPcj+h3nKslpFeo2dq/FRuSL2BQWGDUBR3QklVVerr11Fc/Dr1DeuPO5bL4kPlbm/qDvjhtB77ahkUFUPqqHGkDB9FcGy851jieH4hYYy8/maGX3sDxVl7yFq5lPxtm3E5HfjVqUysC8VyMJRd8fWsSGhmcpDNk5SqrllEdc0iIsKvISnp/zCZonr6dIQ4K5KMEkKIbuR0Ofn92t/TZnfXTHhy9JOewp/nQlWdFBe/xqGCf6Oq9uO2aTRGfH3S6bCUYLMdXR7ZRVvbQQ4d+ju1tcu5Ne1pNpVvYmf1Tj49+ClXJl7JkIgh5xyPEEIIIS5M+Q35vLXvLb4t/BaHy+FpDzOHcVPaTVyXch1BpiBPu8tlpbLqa4qLXz9+RTwVWssDqdrjQ0uJN0frP/mHR5A6cixpo8YREpcgCaizoNFoSeg/iIT+g2hrbGD30m/ZveRbLK0tmNpg+P4g7HmBZCU2sjK5yZOUUhSorFpAdc0i4mLvJD7+LnQ6n54+HSE6RZJRQgjRjb7I/4LsumwAbku/jYlxE8/5WBZLOfv2P0Bj45YjLRr8/PoTFDiSoKDR+PsPRKMxoqoqVmsFzc1ZNLdkUVOzhPb2ApqadrJ9+yx+3+d+flS3H4vTwjM7n+GdGe/IBaQQQghxCThaD+rN7DdZU7rmuG0ZwRncmn4rV8RfgV6r97Q7HG2UlX9IcfHr2GzVx47l1FG735earCBsLQYADGYzaaPG03fCFCJ7p8r1w3ngHRDI6BtuZdjs69m3ZiU7vp1PY2UFervCoIOBWIv82ZPYxMrkJmYE2ejn5cTlslJ0+EXKKz6hV+K9REbORaORr/riwib/hwohRDdptDTyzM5nAIj0juSegfec87EqK78i9+DDOBwtAJjNCfTt+y/8/fqfsK+iKJhMUZhMUYSFTSMx4Zfk5z9Fadm7OJ2tlBc8xoPxKfytsITdNbtZW7qW8bHjzzk2IYQQQvQsl+pidclq3sh+w7NYCoCCwuS4ydzW9zb6h/Y/LnnkcLRQUvoOJSVvYrc3HGvv0FO9N4C6/YE4be4C5rHpmWRMnErv4aPQG03ddl6XE73RxIArrqTflGkc2raFTZ99QE1xEUabhiG5gXQU+rE5qYm1vRu5NkQlSm/DZqvlQO6fKC17j9TUxwjwH9zTpyHEKUkySgghusmzu56lydoEwINDHzynYuEul4MDB/5AReUXnraoqBvpnfwQOp13p46h1ZpITZ1HcPA49uf8Dru9niD7QR6M0PJMlYFndz3L2JixaBTNWccnhBBCiJ7jdDlZVryM/+79Lwcbjk2tM2gMzEqexY/7/ph4v/jj+tjtjRSXvEFp6Tuem1wAlgYDVbuDacz3R3UpmHx8GThtKv2mTCcwQuoTdReNRkvv4aNIHjqCvK0b2fjpB9SVFmO2aRmWE0RLkR+fpNUT1KuF64I1eCsWWlsPsGPHDURGXk9y0oMYDME9fRpCnECSUUII0Q321e3js4OfATAqahST4yaf9TFUVSU398+eRJReH0SftL8QGjr1nGIKCZnE8GEL2Z/zW+rr1xGsc3J7iJXnq3NZVLiImb1mntNxhRBCCNG9HC4HiwoX8d+s/1LYVOhp99X7clPaTdzS5xZCzCHH93G0UFz8BsUlb+B0tnraO2qNVO4KoanQF1SFiKTe9L9iJqmjxqI3fL8FV8S5UzQaUkaMIXnYSHI3rWfTpx/QUFGGb4eOCbvCqCry47n0egbGqUz1c6LBQUXFZ9TULCMp6QGio25EUbQ9fRpCeEgySgghuphLdfGXzX9BRUWn0fH7Yb8/p5oKRUUvUF7xCQC+Pn3p3/91jMbQ7xWb0RjKgP5vkHPgD1RUfEai0cV1gTZe2P08VyRcgV6jP/NBhBBCCNEjnC4nCwsX8vKelyluKfa0BxgD+FH6j7gp7SZ8Db7H9XE42igtfZfDxa/icDR52tuqTFTtDKG52AdFoyVt1FgGXTmLyOTUbjsfcWYajZY+o8eTOmIMWSuXsOHj9+hoaSa8wcT0DVEcKmzjnxl1zI31IkHXjMPR5L6ZWfEZaWl/wdcnradPQQhAklFCCNHlvsz/kr21ewH4UfqPSPRPPOtjVFR8QUHhvwEwmaLp3/+1752IOkpRNKSlPkZbWz7NzbsZ5eOkrL6Q+XnzuSH1hvPyGUIIIYQ4f1yqi6WHl/LS7pcoaCrwtAebgrk943bmpszFS+91fB+XldKyDygqehG7vd7T3l5jomJbKC0l3hi9fBg6azoDpl2FX8j5uc4QXUOj1dJ/6pWkjR7P5i8+Zteir3A6HCSVexNXZWZZ70Z06TZ+EKbHoLbQ3LyHbdtmEx/3MxISfolWK6PcRM+SZJQQQnShJmsT/97hTiKFe4VzV7+7zvoY9fUbyDnwBwB0Oj8G9H8DozHsvMap0Rjpl/kiW7fNxmar4dpAO+/v+w9XJ119TrWthBBCCHH+qarKqpJVvLD7heNqQoWYQ/hJ5k+4rvd1mHSm/+njoqrqGw4V/AuLpcTT3lFnpHJ7KE1FPviGhDHxx3PImDgVg0n+7l9MjF7ejL/1DvpPvZJ177/JwS0b0Ds1DD0QREOpD//JrGNSajBDjA2oqoOiwy9SXbOYtLS/EBgwtKfDF5cxSUYJIUQXen7X8zRY3SvSPDD0gRPuUp5Ja2sue7N+gao6UBQD/TJfwds7uStCxWgMp1/mS2zbcSNaxckc3yo+zn6ZHw+4r0s+Twhx8Zo3bx6PPvpoT4chxGVle+V2/r3z3+yt2etpCzQGcmfmndyQesNJbx7V128g/9DfaGnZ52mzNBqo3B5C4yE/gmPimXHP9aSOGodWJ18NL2YB4RFcff8fOJy1mxWvv0RDRRmBrQau2BRJXkkrm/pZ+Em8F2ZXDe3tBezceRPR0T8gOelBdDqfng5fXIZkqSQhhOgih5sP88lBd42n4RHDmRY/7az6W6017N5zh6eoaHr63wkMHHbe4/wuf/+BpKU+BoCvFrRVL9PYUd2lnymEuPjMmzcPVVXJzs7u6VCEuOQdbDjIPSvu4fYlt3sSUb4GX3498Ncsum4Rt/W97YREVGvrQXbt/jG7dv/Ik4iyt2spWRfBgU97YVaGMfuBP3PbP54nfdwkSURdQuIzB/CjfzzP6BtuRas3ANC71Iehy6J5baPKRmskKO72srL32bJlBnX163syZHGZkt86QgjRRV7d+you1QXAb4f+9qyKlquqyoHcP2G1VgKQnPQ7IsKv7pI4/1dM9E3kVi6DptVE6R0s330/1498r1s+WwghhBBulW2VPLfrOb4+9DUqKgAmrYlb02/l9ozb8TP4ndDHZqujoPAZyso+BNzXIE6bhuo9QdTsDSYyOYPr/3ALcZn9z2kxFXFx0On1jLjuJtLGTGDlmy9TuGs7JruWsXtCKSlv55nBJu5KjsRkP4zFWs7u3bcRFXUjvZP/gE7ne+YPEOI8kGSUEEJ0geLmYr4t+BaAqfFTSQ06u5VoqmsWUVu7HICwsJnExf30vMd4OhMGvMQnKwcRpu3At30zre2H8fGK79YYhBBCiMtRm72N17Ne553972B1WgHQKlrm9J7Dz/v/nDCvE+tGulxWSkrfobDwBZzOFgBUF9TlBFC5PZSIxAFc94ebie3bT5JQl5GA8Ajm/O4RDm7ewIo3XqKjuYnYGi/Cl5t4s6SegcN7MdJYgerqoLz8Y+rq1tAn7S8EB4/v6dDFZUCSUUII0QVe2fsKTtUJwN397z6rvnZ7A7m58wDQ6wNJTXmk2y8ctVoDpogfQ81L6BSVLdm/Y/Kwj7o1BiGEEOJy4nQ5mZ8/n+d3PU+dpc7TPiVuCr8e9OtTrsZbW7uK3IOPYbEUe9qaS7wp3xRGcPhgrn3wB8T27dfl8YsLk6IopI4cQ1xGP9a8+zr71qzA4NAwcl8IleUWnh/mzV2pMeiseVitlezecweRkXPpnfxH9PoTR98Jcb5IMkoIIc6z/x0VlRKYclb9D+Y9gd3uvghN6f0wBkPweY+xM6al/YJXi98g02yF1m00Ne3E339Qj8QihBBCXMo2lW/iH9v/QV5DnqctMyST3w79LQPDBp60T0dHMbkHH6eubqWnzdJgoGxTOF76/sy8+0fE9x8kI6EEAGZfP6b/4j7SRo1jyavP0VpXS0SDiZBlBl4vbmDkuH4M0B7C5WyjouJT6uvXkZb2JCHBE3o6dHGJkmSUEEKcZ6/ufdUzKuqufnedVd/autVUVi4AICR4EuHdVCfqZLz0XqjB12Jv+xC9AlkH/szoYV+jKLL2hRBCCHE+lLaU8vT2p1lRvMLTFukdyb2D7mV64nQ0J/mb63RaKDr8EkVFrwB2d5tVQ+WOUFyN/Zg490ckDxspSShxUgkDBnP7P19k3Ydvs3vJt+hcGobnBFNe2cLWkYH8LDURV3s2Vmsle/bcSWTk9fROfkhGSYnzTpJRQghxHpU0l/BNwTeAe1j92dSKcjhaOXDgTwBotT6kpj7W4xeSc/r8hJdXfcpUPwfWtgNUVX1DRMSsHo1JCCGEuNi129t5Pft13sp+C5vLBoCXzouf9vspt/a5FZPOdNJ+tbWr2L/vIezOKk9bfa4/zXl9GDH7DvqMnYBGo+2WcxAXL4PZi8l3/JyU4aNZ+NK/aa2pcY+SWmzgpaJqrpg8hmTnLpzONioqPqO+fj1pqU8QEjKxp0MXlxBJRgkhxHn0atar51wrKv/QP7BaKwBITv4dJlPkeY/vbCX4J9DsNZpm5xr8tJB36G+Ehk5FqzWfubMQQgghjqOqKkuKlvD09qepaj+WUJqVNIt7B91LqFfoSftZrVXsy3qIhuZVnrb2GiM1OxLpN/ZOBtx5FTqDocvjF5eW2L79uP3pF1n7/lvsWXpklNT+YHIry9g0Lprbk7yxtu5yj5La+xMiIq4hpfef0OsDezp0cQmQuRZCCHGelLSU8PWhrwGYHDf5rEZFNTZup6zsPQACAoYTHXVTl8R4Lq5Pu5WFTe4LXJu1kuLi13s4IiGEEOLiU9BUwE+X/pTfrv2tJxGVHpzOuzPe5ckxT540EaWqTgoLXmf9ugmeRJTTqqFsUxS+9vu55eGPGXL1tZKIEufMYDIz5c6fM/fPf8E7xF2nNKLeRO+vFZ5bUkGNzwy0Wh8AKisXsGnzNKqrF/dkyOISISOjhBDiPPnv3v+e06goVVU5mPc4ABqNkT5pf7mg6jKNjxnP37bGUGYrJNqgcrj4FaKi5mI0hvd0aEIIIcQFr93ezqt7X+Xt/W/jcDkACDIF8ZtBv+Ga5GtOWhcKoLk5m13bfo1DOewZQtCQ74fZMZtrfvYL/ELDuusUxGUgLqMfd/zzZda89wZ7ly1C79QwLDuQ7eUHsE5O4QeJRtqaNmG315GVfQ+hodNJTZmH0Xjy0XxCnMmF821HCCEuYmWtZZ5RUZNiJ5EWlNbpvjU1S2lpyQYgPu5neHkldEWI50yr0TI39UYWNLrvujqd7RQWPtfDUQkhhBAXNlVVWX54ObO/nM3r2a/jcDnQKBpuSr2Jr675imt7X3uKAuVWdm/9A1u3XuNORAHWZj0Nu0YyasKHzPzFPElEiS5hMJmZ+pN7mPvnJzEFuafiRdabiP6ijWcXFdMacCM6XQAANTWL2bzlCsrKPkJVXT0YtbhYSTJKCCHOg/dz3sehuu92nt2oKCeHCv4FgE4XQFzcnV0S3/d1be9rKbKb2Nfh/rNRUfkFNlt9D0clhBBCXJhKW0q5Z8U93Lf6PirbKgHIDMnkw5kf8tCIh/A3+p+0X0XJKlYuHUVd6ycoGhXVBQ0HYokPfobr7n+XqJTO3+wS4lzFZfTnp/96hfRJUwHQOzUMzvJj3X+38nVdBv5BkwBwOJo5kPsQO3beTGtbXk+GLC5CkowSQojvqc3exvy8+QAMjxhOn+A+ne5bWbmA9vZ8ABIS7kan8+2SGL+vIFMQ0xKmsapFD4DLZaW8/KMejkoIIYS4sNiddl7Leo05X85hXdk6APyN/jwy8hHeu/I90oPTT9rPam1k3eIfse/gT9AYGwHoqDNhav45s+9cTN+x03p8hV1xeTGYvZhx12+47qHHMQT6Ae5RUiGf1vDsN4ewhfwEozECgKam7WzdejWHDv0Tp9PSk2GLi4gko4QQ4nv6Mv9LWu2tAPygzw863c/lslJQ+AwARkM4MdE/7JL4zpeb0m4i36qhzOa+GC4pfRfXkeWohRBCiMvdtsptXP/19Tyz8xksR76Qz0mew9fXfM31KdefsjbUgZ0fsHrpGGyGDSgKuBwK1rLBjB63lDHXPoDeaOrO0xDiOAn9BnLXv1+jz+QpgHuUVP8sL1a9uIJvqzMJibwZ0KCqdooOv8iWLTOoqVmGqqo9G7i44EkySgghvgeX6uLDAx8CEOMTw7iYcZ3uW1b+CRZLGQAJib9Eq72wLzb7hfSjT1A6a46MjrLZqqmuXtTDUQkhhBA9q66jjofWP8QdS+6goKkAgCT/JN6a/haPjX6MQFPgSfs111ew5JPZlDX+GZ13BwCW+gDiQ/7DlT/8hMDw6G47ByFOx2D24sqf3cvcP/8FQ5B7iml4g4nAT0p49qNNtIb8El/fDAA6LMXszbqb3bt/LFP3xGlJMkoIIb6HDWUbKGouAuDmtJvRarSd6ud0tlNU9DwAZlMcUZHXd1WI542iKFzV6yp2tGtpcS8aSHHJm3LnSwghxGXJpbr4JPcTZi2YxVeHvgLApDVx76B7+fTqTxkcPvjk/VxOti55lvVrJ6MLcS9g4nIoGC1XM232RlIGXdVt5yDE2YjL6Mfd/36dPlOvQAW0LoX0A2a2P/Mt7+f4Ex7/G3Q6d7KqvmE9W7fOJPfgY9jtTT0buLggSTJKCCG+h/dz3gfAS+fFnN5zOt2vpOQdbLZaABJ7/QaNxtAl8Z1v0xOn40LD+lb36KiWliyamnb0cFRCiO42b948FEUhIyOjp0MRokfk1OVw68JbeXzz4zTbmgEYHzOe+bPnc2fmnei1+pP2qzi0n6/fnEGz9hmMflYAnK1h9O/7EWOu/A86vbHbzkGIc6E3mbjyJ7/mlsefxhQRDEBAq4G4b+t58ZUvKTHfQVTU0al7TkpL32bjpkkcLn5N6kmJ40gySgghzlFBUwEbyjcAMDt5Nr6GzhUft9ubOVz8CgDe3ilEhF/dZTGeb2FeYQyNGMqGVh2OIwOiikve7NmghBDdbt68eaiqSnZ2dk+HIkS3arW18retf+Omb28iqzYLgEjvSJ6Z+AzPT36eGN+Yk/azWTpY9cGT7Nh5PT6Jh1A04HIqBJp/wNSr1xMWPaQ7T0OI7y0qJY27//k6Q2+4CVXrrieadNhM0bPf8uyibHwTnyIgYDgADkcj+fl/ZdOmSZSWvi81RwUgySghhDhnH+R84Hl9S9otne5XXPxfHA73XdSkXvejKJ2b2tdZdquFhooyirP3cnDLBpprq8/r8WckzqDVpbCjzR13Tc1SOjpKz+tnCCGEEBcSVVVZWrSU2Qtm817Oe7hUFzpFxx0Zd7Bg9gImxU06Zd/87ZuZ//IsHKFvYg52j4ZS7JEMHfolg0Y+dt6vA4ToLlqdjnHX3cpP/vUqAamJAJhtWpI3O/jiry/z5aEQ4lOewssrCQCrrYrcgw+zafMVVFR8jsvl6MnwRQ/T9XQAQghxMWqyNnnqQ4yNHkuCf0Kn+jkcLZSUvgOAn19/QkKmfO9YOlpb2PHNfAp2bqOlrhZLa8sJ+0Qk9ab38NH0Hj6KwIio7/V5U+On8uSWJ1nT6mK4jxNwUVr6Dr17//F7HVcIIYS4EJW2lPKXLX9hXdk6T9ugsEH8ecSfSQ5MPmW/1oZ6Vr//Lxz+XxLSrx0AVYWI4B+S3u8hNJqTT+UT4mITEBHJHY8+S/b6FSx7+2XUFguhTUb4rIBntuxn0HXXMSU1mOLDL2CxlGKxlLA/50EKCp8lLvZ2IiPnotN59/RpiG4mySghhDgH8/Pm0+Fwr3xza59bO92vvPxTnM5WABIS7kFRlHOOwdrezs6FX7L9m/nYOtpPu2/loTwqD+Wx7oO3CI1LYOCMWWRMnHpOn+9v9GdM1BhWl66mwGagl8FGecUnJCb+Gp3O51xPRwghhLig2F123t73Nq/seQXLkVo3AcYA/m/I/zE7afYp/4aqqkr2qmXsWvcPIoYVYTa6ANCoIQwc9CIBgScvbC7ExUxRFDLHTiF16GhWfPIG+xYvRnGqJJSYqHrua55KhWnX38PAOCtFRS9is1VjsZRyMO9xCgqfJSb6FmJifoTRGNbTpyK6iSSjhBDiLDlcDj488CEAvfx7MTJqZKf6uVwOSkrfAsDLK5GQ4Inn9Pl2q4XdSxey9cvPsLQ0e9rDeyUTkdQbn6AQfIND8AkKRqc3ULh7Owe3bKSh3D2Vrqa4iKWvPEvp/iym/OyX6A1nXyx1RuIMVpeuZkUT9Ap1j/iqqPic2NjbzumchBBCiAvJ3pq9zNs0j7yGY0vTz0mew/2D7yfAFHDKfg0VZSx74z8oQSuIHntsBbHQ4Nmk931cRn+IS57BZGbGj+5h5LTr+OLVv9GQnYfeqaHXfsj665sszzBy7dyHSTHWUVLyOh0dxTgcTRQdfonDxa8THjaDyKi5BAYMR1GkqtClTJJRQghxltaUrKG8rRxw14rq7OiimpolWCxlAMTG3nFOf2Dry0v54q+P0FRd5WkLTejFmBt/SOLAISeNJTotndE3/pC60mLytmxkz/JFtDXUs3/dKmpLipn1f3/EPyz8rOKYEDsBs87Mfks77XjjRRslpe8QE/Oj7zXaSwghhOhJbfY2nt35LB8e+BAV90odvfx78fDIhxkcfuoRTU6Hgx3fLmD36v8SM+4wRn87ABrFh4yMpwkNndot8QtxoQgIj+COP/+bgj07+OatZ7CX12Oya4nf5WDt/mf4alAAc699ggxTCyXFr9HUvAtVtVFZ9SWVVV9iNsURGXU9kZHXYTJG9PTpiC4gySghhDhLn+Z9CoCv3perkzq3Ep6qqhSXvA6AXh9IZMScs/7cykN5fPHXR+g4MhoqKCqGUTfcSsrwUSia0ye2FEUhJDaekNh4+k2Zztf/foqyA/uoLjrEe3+8j6t+/SDx/QZ0OhYvvRcTYiewqHARq5pVZvpBR0cRzc278fcfeNbnJoQQQvS0NSVreGLLE1S2VQKg1+j5ab+fcmfGnRi0hlP2qyrIZ8krz6AJ3EavmTUcvdcU4D+SjIx/ybSj7mRrh456aK8Hezs4rOC0HXm2uot2afWgNRx71pnAFABeQWAOBI0UlD+fevUfzK/+9Tb7Nq1h2fsv46ptxduqw3tTK8t2Pk5DXy+umHU7w5N+R1nZu9TULENVbXRYiiko+BcFBf8hKGg0YaHTCAmditEQ0tOnJM4TSUYJIcRZqGyrZGPZRgBm9pqJl96rU/2amnfS3LwHgOjoW9BqzWf1uYezdvPl009it7jrVI28/mZGXHcTmnO4YPIOCGTun59kzXuvs2vR11hamvn8Lw8z9gc/ZujV13b6OFcmXsmiwkVsblG50k9BQaWy8ktJRgkhhLio1FvqeWrLUywqWuRpGxQ2iEdGPUIv/16n7Ge3WNjwyXtkrfmMuEml+ER2HNmio3fyg8TG3i7TjM4nWzvU5UNj8bFHU4n7ub3OnYBydJz5OGdi8gevYPCLhsB4CEyAgAT365De7oSVOCuKopAxagLpI8ayfeVC1n78NkqzxZ2U2mlj996XWJykMPyq67l6xB9pqF1ERfmntLblAi7q69dRX78Och8mIGAIYaHTCA29ApPp+y3KI3qWJKOEEOIsfJn/pWfY/pzenR/dVFzsHhWlKAZion94Vp95cPN6Fj73NE6HAxSFyXf8nAFXXHlWx/hfWp2OST++i4ikFJa98hwOu421772B0cubfpOndeoYo6NG42fwo9nWTLUaTLhSS1X1N/TuLSsECSGEuPCpqsqiwkU8tfUpGqwNgHvU831D7uO63tehOU0iqWjPTpb99wU0vnmkXF+B7kiRci9zLzIy/oOvb99uOYdLkssFdXlQsReq90PNAfdzw2E4cg3WpSxN7kd9ARStO3F7QBxE9DvyyISogeAX2fVxXQI0Gi3DplzN4AnT2b56IRvmf4ha24rBoSEuF8oOfsafoz4kYsRAZk98mj5GB+UVn1NTswSbrQZw0di4lcbGrRzMexwvr0QCA0cTFDiKwMAR6PX+PX2K4ixIMkoIITrJpbqYnz8fgLSgNNKD0zvVr739MDU1SwGIiJiF0Rja6c/cu3wxy157AVQVjVbHjF/eT9qocWcf/Cmkj51IcEwcX/z1EdqbGln5xkuExScSkZxyxr56rZ6p8VP5PO9zlje08YMgsNsbqKtfS2jI5PMWoxBCCHG+VbVV8fjmx1lTusbTNil2Eg+NeIgwr1NPq+toaWb1O69xYONyokdXEpx2rEh5dNTN9O790FmPfr7stdZA6TYo2w6l26F8F1ibz9xPZ3YnhgJiwSfcPWLJK8g9qskcBEafI9PxjKA78qxowGV3T91zHnm2d0BHg3tk1dEpfu217hFXDYfdr7/r6KisA98cawtKgoTRkDAWEsaAn4zYOR2tTs/wKbMZNnkWB7ZvYPlnb2ArqkajKsSWGeDzfXy88H6aU70ZNmUWVw1biqP9IDU1S6muWeypwdreXkh7eyFlZe8BGnx90/H3H4if3wD8/fpjNidILdMLmCSjhBCik7ZVbqOs1f3H75rkazrdz72CnvtOXlzsHZ3ul7N+Ncv++zwAOqOR2f/3EAn9B3W6f2eFJyZx9b2/55PH/4jT4eCrf/+VW//6H7z8znx36crEK/k873P2tMMtwQYU1UZl5QJJRgkhhLggqarK/Pz5/GPbP2i1twIQZAriD8P/wLT4aaf84qqqKgc3r2flm6+g6itIua4cU4ANAJ0ugPQ+fyU09IpuO4+LWkcDFG2AwrXuR03OqfdVNO5ET1gahKVDaOqRaXPx7qRTdyQarK3QeBgaiqBqP1Tugcos9/uj6g+5Hzvfcb8PSoLUGZA2E2KHSx2qU1AUhT5Dx9Bn6BhK83JY/PlrNOzNReME3w4dvrutlOz+hHkh72HoE83QMTOYNPhrFFsJ9XXrqG/YQGPjDlTVBrhoacmmpSUbeBcAnc4fP79++Pr0wds7BR+fFLy8ktBqTT163sJNklFCCNFJR0dF6TV6rup1Vaf62O1NVFR8BkBQ4Bh8fFI71a+2uIilrz4HgNHbm2t//yhRKWnnEHXnxKRnMP7WO1n9zn9pqa1h4XNPc+0f5p2xJtXg8MGEmcOo7qimyBlAoqaa2trlOBwt6HS+XRavEEIIcbYqWiuYt2keG8s3etpm9prJ74b+jkDTqesAtdbXsfz1lzi0fROh/eqJHFbtyS0EBowgve8/ZbWv03G5oGIXHFziflTs4eTT7RQI6wPRg488BkFIKui7JnFgs9lobW2lra0Nm83medjtdmw2G4qioNFoPM8aTSSG4Hi8Yq/DbDbjpXVibipAX7EV5fAGKN7sLpoO7sTUpufdD68QSJ0OaVdB0iTQGbvkfC52Mb378JPf/xNLWyubVixg1/JvUata0KAQWWuEdbXkr3uHTUGvoUkNZ8DoqYzt8zf6m4NobNpBQ/1GGhq30tq6D5fLnSh2OJqO1Zvy0GA2x+Ht1QuTORazORazOQ6zKQaTKRqdzqdn/gEuQ5KMEkKITmi2NbP88HIAJsdNxt/YuTnp5eUf4XS6L0zi4u7sVB9reztf/euvOKxWUBSu+s3vujQRddSgK2dRkXeA3E3rOLx3Fxs/eZ8xN/3otH20Gi1XJFzBeznvsaSumbtDweWyUV29mKiouV0esxBCCHEmqqryRd4X/GP7P2iztwEQZg7j4ZEPMz52/Gn7Za1cytr33sDpaqLXjHL84tz9FUVHr8T7iI//KYoio15OYGuHQyvh4CI4uBTaqk/cR6OH2GFHpraNdtdeMp6/G1l2u536+nrq6uo8j8bGRlpaWmhtbcVqtZ6XzzEYDAQFTSMw6QaCDHaCrGUEN+wiono1JqzuaX673nM/zIGQORcG3AKRA7pnZNdFxuTtw8RZtzJx1q2UH8plxbfvU7lrL5p2BxoUwuuNsKmRsk2f8rLP+7RE6gntk8KgwZMYmfEz/AxetLYeoLl5L03Nu2luzqKjoxBVdR75BBcdHUV0dBSd9PO1Wh+MxjCMhjCMxnAMhhD0+iD0hkD0+gD3a30AOp0vOq0vWq2XTAU8R5KMEkKITlhUsAir033R0tnC5S6XnZJS93Btb+/eBAWNPWMfVVVZ8vJ/aKhwTwccNfeWLpmadzKKonDF3b+mtuQwdaXFbJn/CRFJKSQPHXHafpPiJvFeznsctCioWj8UZzMVlfMlGSWEEKLHnWw01Oyk2Tw47EH8DH6n7NdcU83SV5/j8N5d+ES3kTyxDL23+8usyRRLRt//4O8/oKvDv7g4rJC/HLK/gNxFcCTxd5yIfpA8BRLHuaevGTq3KvGZdHR0UFFRQXl5uee5oaHhvBz7TGw2G5WVlVRWVn6nNR1IJ9hbT6SmlqjWbKLUMqI7KtFvfRW2vuqedjjgFuh/M3iHdEusF5uopFR++OvHUF0uinOz2bBqAWU7d6NpcY98Cmg1EJAH5OWR/fVBVvs/gzXcREBiHEl9BjIg6TYGp6aiU1Ta24tobc2lrS2PtrY8OjqK6bCUeG4aH+V0ttLe3kp7e0GnYlQULVqtDzqdOzHlfpjRar3dzxozGq0RjcaERmNEe+RZozGg0RhQjjxrFAMajR5F0aNo9GgUPYpG535WdJ6HRqNDUbRH3ms9Dzj6+uJJjEkySgghOuGL/C8AiPSOZETk6ZMzR9XVrcJqdV+YuJd3PvMfhx3fLiBvi/uCOXHAYEbMufEcIz43BpOZWf/3EO//8T5sHe0seuFf/PCpZwiIOPUqMQPDBnpW1St0htKLZhobt2CxlMuSu0IIIXqEqqp8nvc5T29/+rjRUI+MeoRxMadeCER1udi7YjFr3nsTu7WdiKE1hA+s8wxgCQubSZ+0J2Uq+lEuFxSugb2fwIFvwdp0/HadGXpNgJRp7sd5Kuzd1NREUVERBQWFFBUU0dTSeMY+ilOP1mlG4zKgcRrQugxoXAYUpwGNqkVRtaBqUVSN+zUAKijqkZWUVVSNE5diR9U4cGnsqBo7To0V1WBFNViwqx2eVZcB6trs1OFPNqPd/xyKi3i1hF4cJqn6MOFL/4Sy4nHoNxdG/ALCZRXGk1E0GuL79CO+Tz9UVaU8P5cdW5ZSsGcHjtI6FBdoVIWwRhM0ArnFVC8uZoHxc+oC7KhhPvhFRRKV0JveCf1Iir+WPr4x6BQddnsdHR0ldHSUYLVWYLVWY7VVY7VWYbVWY7NV43KdehSdqjpxOJpwOJpOuU/30hxJSmmOJKk0//NaS0DAEDIznuvpQCUZJYQQZ5Jbn8v+uv2Au3D56ZZ6/q6y8o8B93DfiPCrz7h/aU42a99/EwC/0DBm/OoBFE3nPut8CoqKZsY99/Pl009g62hn1duvMud3j5xyf51Gx9iYsXxb8C0La+v45ZGbe5WVX5GQcHc3RS2EEEK4VbZVMm/jPDaUb/C0dWY0VFN1JUtfeZbi7L3ovewkX12GT2QHABqNidSUR4iMnHtRjTzoMk2lsOt92P2ee2W579J7uYt3970WkieD/vuvLmixWMg7mM++vQcoKS2mzXLq1fY0TgM6uy86hzdahxmt04zW4YVea8Dsp8forcfopcNg1mEwazEYdShaBUVxjxI/+p/XYXfhsDqxH3nYLE7aW2y0NVpxWl0n/WwVFZfWgkPXjkPfguLTgU3bgt1pcR9T1XCIeA4RzzLAmzZSnIX03bWOxF0foE0c605K9b4CeuAa8GKgKArRvdOI7p0Gt4LN0kHRvt3s2LqCigP7cVU1oxzJB3pZdXhV6aDKCVmltFPKTs1KVvrYafZ2oPobMQb74xcWTmhUHFERiYR5ZxASEkK0VygBxgA0iganswO7vQGbvR67vRG7rR6HsxWHowWnowWH48hrZxtOZwdOVztO59GHBZfListlOW1S6/xxoaou1JOVZTvCYb8wEmeSjBJCiDM4WrhcQen0KnoWSzl1de7loiMiZqPVnn4YeltjA9/852+oLhdanY5Z9/8Rs0/P3XVNHjqCjIlXkL1qKQU7t1G0dxcJ/Qaecv8JMRP4tuBb8jusKIZoVFsZlVULiI+/Sy7ahRBCdIuTrZTXqdFQqsre5YtZ8+7r2K0WfGNaSZhSidZoB8DbO4XMjOfw9k7ulvO4YDkdkLsQdrzlrgf13SLkWiP0ngoZ17lHQBm8v/fHVVfVsHNzFnn5B6lvqTpuxJGHS4Pe7o/e5ofB6UugfyihUYEERnjhG2zGJ9CIT6AR7wAjJm/9ebkmUVUVa7uDtkYrbY1Wmmo6qC9vo76ijYbKNjpaFLROM0ZrMLSCGRWXxoZD34zq14Ld1IDlyGi9NrzZRQa7yMBMB30K8+lb+FsSgv6MdsJv3f+eshLfaRlMZlIGjyRl8EgA7DYr1QWHyMneQsGB3TQXl6E0WTz7a10Kwc0GgpsNUAHQCrRi4RD5rCTL6KTd5KTD5KTD5AIfIzpvMwYfb0y+vnj7BeDrF4SPbwC+5gB8DDH4ePngrffGS++Fr86M+cjDS+eFXqv3fLaqunC5bEeSUzZcLhuqavvOawculx1VtR95b8elOlFddlTV6d6u2kF1oaoOT5uqOnGpTlCd7jZc7hpZqsvzWlVd7u248PZK6t7/SKcgySghhDgNm9PGNwXfADA8cjhRPp0bXl5e/ilHL9Kio8481W7pq8/R1uiubTDpjrsJ79XzF7xjbvohuZvWYbd0sOad14j727NotCe/IBodPRqdosOhOjisRhJHGW1tebS25uDrm97NkQshhLjcVLVVMW/TPNaXrfe0dWY0VEtdLUtefobDe3eBohIxtIaIQXWe7VGRN5CS8jBa7fcf3XPRaquDnW/BtjegufT4bRGZMPBH7mlm5lOvSNgZqqpSkFPGtk07KSrLw+JqOXGnI8knsxpIZGg0cYlxhMf7ExztjV+oGa2260cTKYqCyVuPyVtPcPSJK691tNioKW6hoqCJykNNVBU2Y7cqaK2hUBOKCfDSduAwN6IJaqHZUYPL5aQDMzvJZCeZeNe3MeiLNxm08jkCJ/0aMq6VpFQn6Q1GotPSiU47dv1ps3RQV1pMaWEuhYeyqS0uoqO2AbW5wzOKCkCDgrdVh7dVB8cNHnLgbmgCSnEeeVWvUbHpXNh0Lux6F3adikPrwq51Pzt0Kk4tKDot6LUoei0avR6NXotGp0er16HV6dHq9ej0ejQ6HTq9AZ32yDatHp1Oj05nQHdkf51Gj06rQ6fo0GoMaBUzOo0OraJFo2jQatzPOo3O/f5IHSnPdkWLy9S5hZi6miSjhBDiNFaWrKTpSP2Da3tf26k+quqkvOITAHx9M/H1Pf38//ztWyjYsRWAtNHjyZw07XtEfP54BwQy/Jq5rP/oHWpLDpO1cin9p8446b6+Bl8GRwxmS8UWvqmp5hcB7vbKygWSjBJCCNFlVFXlm4Jv+OvWv9JicycvOjsaKmfdKla++QrW9jZ0XnaSpldjDnVP/9JqvUhNfZzIiGu64zQuTBV7YcsrkPUpOL8zvcjo704+DfwhRA34Xh/hsDk5sKOYndv3UFpTgE1z4vQ7jdOInzacuOhE0jNTiEoOwjfYdMGOvDb7GojrG0xc32AAXE4XdeVtlOU2cDi7jvK8RnCa0baaoTWSQKUXDq96NCFNNNmqcKku2vBmHcNZ16iS/MU3DFn2Fr0n34a23/Uyfe8cGExmIpNTiUxOZejUWZ52p8NBS20NjdWV1JQXU11VTGNdFS31dVgam3G2tIHFccrjal0KZpsWs+1sE4XOI4/Ocxx5WFBxKaAqKi7Nkecj71WF/3ntfoZjr1UFdJEBPDnv07OM+fyTZJQQQpzGgvwFAPgZ/JgUN6lTferq1noKl59pVJTdYmHlmy8DYPT2ZuJtP72gLq4GzZzNnuWLaKmtYcMn75E2ehxGr5MPvZ8YO5EtFVs42FKLIToTW1sWlVVfkZT0IBqN/LkRQghxftV21PLYpsdYVbLK0zYraRYPDn0Qf+Op7/y3NzWy7L/Pk79tMwDekW0kX1mLonOvquWelvc83t4XxlSWbqWqULAK1v/HXZj8u8LSYfhdkHnD91oFz2ZxULC3mp2bsjhclYtVXw8K8J0ci0H1ITqsF30z+pA+sBdefsZz/ryeptFqCI31JTTWlwFT4rBZHJTk1HM4q46irFo6WsDQFgZtYQQqibj86nEG1tBsqQMU8kkkvyURvwVbGLHiSwbP+inG3hN6+rQuCVqdjoCISAIiIk9ZjsJht9PR0kRHczMdLUcezc20tjbS1tpEW2szlrYWLO2t2K0WHBYbTpsNl9WGy+YAu5PTFnA6SwoKWhV3VunkpcvOqM3r7BJhXUW+HQghxCnUW+rZXO6+UJ2ROAOjtnMXQmXlHwHuu6rhZyhcvvmLj2iprQFg7M234eUfcO4BdwG9wci4H9zOt8/8nY7mJrbM/4RxP7j9pPuOjxnPU1ufAqCUKMLIwmaroalpJ4GBw7ozbCGEEJe4pUVLeXzz4zRaGwEINgXzyMhHmBg38bT98rdvYekrz9LR3ASoRA9vJ3RAKUe/1UVGXk9qyrzLb1qe0wE5X8KGZ6Biz7F2RQNpM2HYXZAwBs7xhpnD7qRobx17NuZxqOQAHcZKVK0dDMf2MWq8SYjpzbBRA0lKi/+eJ3ThMph0JA0MI2lgGC6ni9LcBg5uqeLQ7hocVtA0haFrCiNQ14o2so4mZzF2l0ozvixt8WXt+4sZFvw5w+fcjXeMrL7X1XR6Pb5BIfgGhZzzMZwOBw6bDYfN6n6223Da7Tgddpw2Ow6HHafdjsvhwOl0uJ8dDneb04HT6fRsczjsuJxO92vnse1H210u55FnFy6nA1VVcbmcqC6X5zk5/sL4+ZJklBBCnMLSoqU4VfedgxmJJ5+e9r+s1irq6tx3aMPDrkKnO7GWwFF1pcVs/8ZdHD0iOYXMyRfG9Lz/lTpyLLsWfU35wRx2LvySflNmEBAeccJ+Mb4xJAckk9+Yz9LaGm41awAXNbXLJBklhBDivGi2NfOXLX/h24JvPW3TE6bzx+F/JNB06ppFto52Vr/zGlkrlwKgMThJv9aKzt+9EpxGYyA15VGiom7o2hO40DjtsOdDWPdPaCg61q73gkE/cq/sFnhuX1xVVaUiv4kDm8vJ3nuAFl0xdmMjfGdQlVbRkxSfyugJw4mLj7mgRod3B41WQ1x6MHHpwYy3OincW0PupkqK99ejc/hAiQ/+SgxqUD1WUz6tTjsWTKytM7HxtQ8YFK4w+tqf4R8e19OnIk5Dq9Oh1ekwep37iMJLkSSjhBDiFBYVLgIg3CucgWGnXknuu8orPnOvXgFERd90yv1UVWX56y/icjpRFA1T7vwFmgu0MKWiKEy47Sd88ND/4XQ4WPv+G8y6/48n3XdC7ATyG/PZXnuAu9L709ayi5qaZfRO/uNld4EphBDi/NpcsZk/rf8TVe1VAAQYA3hoxENMT5h+2n5luTkseuGfNFW5p9D7RSn0vroRJ9UAmEyx9Mt84Yw1Hi8pTjvs/gDWPQ2NxcfavYLdo6CG/RS8gs7p0G1NVnI2lJO9sZia9sN0eJXj8rYct094SBQjRg2jb0Y6BoPhFEe6vOiNWlKGRpAyNILG6nay15SRs7ECWwcodaGYCMHoW4/DN5cmlwMHerZWwY6X/suw5FDGzrkTL+/vv4qhEN1FklFCCHESFa0V7KzeCbhHRWmUMxeLVFXXkVX0wMcnDT/ffqfcN2fdKkr3ZwMwYNrMC2L1vNOJTE6lz5gJ5KxfTd6WjZTuzyYmPeOE/SbETuC1rNcAqNVEY2YXFksJbW0H8fFJ7e6whRBdZN68eTz66KM9HYa4TFgcFp7Z+Qzv5bznaRsbPZZHRz1KqFfoKfs5HQ42ffYhWxd86l7WHEgaH4B/n104VXdyJCR4EunpT6PXXxirS3W5UyWh/GJg9G9g4K3nVA9KdamUHmgge10Z+VlltJtLsJgrUf2O1abR6fQMGjiQYcOHERJy7lOeLgcBYV6MmdubYVcncnBrFVmrS6kvb0NpCUbfMpJgrybwy6YOF060bMqvZ+fTf2XU0IGMmHwVRuPFW2NLXD4kGSWEECexuGix53Vnp+jVN2zEYikBICrqxlOOBLK0trL63dcB94p1o2+89XtG2z3G3HwbeVs34bBZ2fDpe9z4yFMn7JMZkkmQKYh6Sz3rGlu44sg/QU3NUklGCXEJmTdvHvPmzWPfvn1kZJyYmBbifDlQf4Dfr/09h5oOAWDWmXlgyAPMTZl72hG3dWUlLHr+n1QV5AOgNegYcmsQVv0aXCqAQq9e95EQ/3OUTtxwuui5XLDvC1j5BDQUHmv3i4Gx97uTULqzT2BYOxzsX19O9ppSGhoaaPcuwRJcBcqxgs2BAUGMGDmcAQMGSJLkLBlMOjLGRdN3TBRFWbVsX1hE9eEWlPYAaB9DsKkRl98uGjRarKqOVVuz2LIriwkTpzB4+Ei02gtz1L0QcNyaBReG1tZW7r33XqKiojCZTAwYMICPPvrojP3eeustFEU56aOysrIbIhdCXEqOTtFL8EugT1CfTvUpL3P/rtJojESEX3PK/dZ//O6Rwqkw/kc/OeXqdBcav5BQ+l9xJQCl+7M9F/jfpVE0nqW0V1Zk4eXVG4Ca2uXdF6gQQoiLnkt18fa+t7n525s9iah+of349OpPuSH1hlMmolRVZfeSb3nv9/d6/k6FJ0cx8hdarHr36nA6nT8D+r9BYsI9l34iSlUhbxm8Mg4+v/NYIsovBmb+C369E4beedaJqObaDtZ/ksfbv9/A2i/3UGrfRX3INixelZ5EVEJCArfccgu/+vUvGT58uCSivgdFo5DYP5Trfz+Eq3/Vn8gk90g+jSUAbfUEQlpS8Xe6R/u122Hh0uW88vy/KSwsPN1hhehRF9zIqGuvvZZt27bx1FNPkZKSwgcffMDNN9+My+XilltuOWP/N998k7S0tOPagoODuypcIcQlqLCpkJz6HMA9KqoztY5stlpPwiUs7Er0er+T7tdQWc7e5e5EV1xGP9JGjTtPUXePQTOuZufCL1FdLrZ/M5+Zv/7tCftMiJ3AgvwFWJwWOkyp0J5HS0s2Fks5JlNUD0QthBDiYlLdXs1D6x9ic4V7RVutouWu/nfx08yfotOc+utLW2MDS176D4W7d7gbFIXBc4aji1lMa0cFAD4+feiX+SJm82VQ8LlkGyx/BA5vONbmHQrjHoTBt53TSKjKgiZ2Ly+mYFcNDk0HbT6HsZqq4TuXSikpKYwdO5bY2NjzcBLiuxRFIa5vMLHpQZQfbGTTgkNUFTZDWzj6tqmE+RTS5nWINo2R6oZW3n77bdLTUrhi+pUEBAT0dPhCHOeCSkYtXLiQZcuWeRJQABMnTuTw4cP89re/5cYbbzzjUMOMjAyGDBnSHeEKIS5RR0dFQeen6FVWfY2q2gGIjjp14fLNn32I6nLXrRh3650XXVFvv5AwUkeO5cCGNRzcvJ6xt/wYv5Dj63WMjByJQWPA5rKxs9XF0dLvNbUriI35YfcHLYQQ4qKx4vAKHtn0CE1W9wjiGJ8Ynhr3FP1D+5+236EdW1ny0n/oaGkGwDc4lFF39Kem9RWsVhsAEeGzSUt7Eq3W3LUn0dMaDsPyee5peUcZ/WDUr2HEz8F46pV+T0ZVVcpyG9i+6DBluQ04NVbafYuxmI+NglIUhb59+zJmzBgiIk5ccVecX4qiEJ0ayHUPDqZgVw2b5h+iqaYDtbUX5tYEvP12U29uxKHo2H/gIAfz8hkzdhyjR49Gr9f3dPhCABdYMmr+/Pn4+Pgwd+7c49pvv/12brnlFrZs2cKoUaN6KDohxOVAVVVPMqpPUB8S/RM71a+y8ksAzKY4/P0Hn3SfutJi9q9fDUDK8NGEJyZ9/4B7wOCZ13BgwxpcTie7Fn/N+FvvOG67l96L4ZHDWVe2jm/LsxgRHY7VWkVtzTJJRgkhhDgpi8PC37f9nU8Pfuppm500mz8M/wPe+lNPZ7fbrKx59w32LP3W05Y2egyJk1upqHoOAEXR0jv5j8TE3HbR3QQ6K5ZmWP8v2PQiOK3uNq3RvTLemPvB++xmi6iqyuHsOnYsKqKyoBmX4qDdp5gO73JQXJ790tPTmThxIqGhpy4mL7qGoigkDQojoX8I+9eVs+3bQjpa7KjNg/BrtaAP2EiVQYfD6WL16tVk7d3DVVfPIjGxc9e3QnSlCyoZlZ2dTZ8+fdDpjg+rX79+nu1nSkZdddVV1NTU4O/vz4QJE3jsscc6VVizurqampqa49ry80+shyKEuLTl1OdQ1FwEdH5UVFvbIVpasgCIiJh9ygvdjZ9+4K7doCiMuuEH5yXenhCR1JuYPhmU5mSTtWIJI6+7CYP5+JV3JsROYF3ZOmo76tD6TADrQhoat2C3N59yCqMQQojLU35DPr9d+1vyG93X3r4GXx4e+TDTE6aftl91UQELn3uaulL3qnAGsxcT7/gBVp+PqKjaCoBeH0RmxvMEBg7v2pPoSS4n7HrXXZy87TvfZzKugynzIODspiSqqkpRVh1bvy6gtqQVFRcWr0rafIpQNQ7Pfr1792bSpElERkaepxMR50qr1ZA5IYbU4RFsX1TEnuUl4DLhqp9EmLECm/9eGjVm6uobePvttxkwYABTp07F2/viqFsqLk0XVDKqrq6OXr16ndAeFBTk2X4qERERPPTQQ4wYMQI/Pz+ysrJ46qmnGDFiBBs2bKB//9MP7X3xxRdliWIhxHFT9M50EXxUZdWXntcREbNPuk91UQEHN68HoM+YCQTHXNy1KgbPvIbSnGys7W1kr1rGoCuPP+/R0aM9rwsc/kQAquqgrm41ERGzujlaIYQQFyJVVfks7zP+vvXvWI4UXx4UNoinxj5FpM+pExyqqrJz4Ves++BNnA53ciQqpQ/jf3IlBaV/wtroXrzI1zeDfpkvXdr1Ckt3wML/g/Jdx9qih8D0v0LssLM6lKqqlOY0sPmrAqqLmlFRsRnrafcrxKFt9+wXGxvLlClTiI+PP19nIc4Tg1nHqGuT6TMqkrUfHaT0QAOqNRJddQQRvruo9XJP3du9eze5ublMmzaN/v37X9ojBsUF64JKRgGn/UE43bbp06czffqxL47jxo1j5syZZGZm8vDDD/Pll1+esi/AL37xixOmB+bn53PNNdd0LnAhxEXPpbo8yahBYYNOeyF8lKqqnil6fn798fI6+bDnDZ+8B4Ci0TDy+pvPU8Q9J2nwMAIiImmsrGDHwq8YMP0qNJpjNf2ifaKJ842juKWYNbXl3GLywelspaZ2mSSjhBBC0Gxr5tGNj7L08FIAFBTu6n8Xd/W767RFytubm1jy0n8o2LnN3U/RMOK6m0gYbSb34D24XO7paRER15CW+iRaranrT6YntNXBinmw813AXbcJ/1j3SKiM6+AskwvleY1s+aqA8rxGABzadtoDD2HVNXj2CQwMZOrUqfTp00eSFxe4wAhvZv1mAId21rDhszxaG6w4WwYR0N6KEriRGp2Jjo4OFixYQFZWFldffbUUOBfd7oJKRgUHB5909FN9fT1wbIRUZyUkJDBmzBg2b958xn3DwsIICws7q+MLIS4tu6p3UdVeBXR+il5T0w4sllLAXRj1ZCrycinY4Z4ukDFhCoERF/8dWkWjYfCV17DijZdorqkif9tmUoaPPm6fkVEjKc4tZnv1bu4ZMI7amoXU1a3B5bKi0cjyzkIIcbnKrs3mgTUPUNZaBkCYOYynxj3F0Iihp+1Xsm8vC597mtYG93cDv9BwZvzyPiy6b8k58Crgrg+VnPwHYmN+fGkmTFxO2PEWrHgMLI3uNq0BRv/GXRfK4HW63ieoK29l0/xDHM5yfwdTFScW/xLazKWoqrsulNFoZNy4cQwfPvyEciriwqUoCsmDw4jPCGbbN4XsXlECTh/U2qlEmHNp8iumQzFx6NAhXnzxRaZMmcKQIUPQaDQ9Hbq4TFxQv00yMzP58MMPcTgcx/2iy8py12LpTO2n/6WqqvxACSE65eioKK2i5YqEKzrV5+gUPUXREh4+86T7HB0VpdXpGHHdqVfau9j0HT+ZDZ+8h6W1he3fzD9pMurj3I+xu+w06hIAcDrbqG/YREjwhO4PWAghRI9SVZX3c97nnzv+icPlnl43LmYcT4x+gkBT4Cn7uZxONn3+IZu/+NhdexFIGTGGiXf8iPyiP1FXvgYAnc6fzIznCAoafcpjXdSq9sFXv4ay7cfakqfCjL9B8NktitLWaGXr1wXkbKxAVUFFxeFdjyWoEIu93TPYasiQIUycOFFqC13E9EYto65LpvfQcFa+m0NtSSvOjjS8LEn4B66j0qDDZrOxcOFC9u3bx6xZswgOPrti90KciwsqSzNnzhxaW1v5/PPPj2t/++23iYqKYvjwsys8WFhYyIYNGxgxYsT5DFMIcQlyuBwsO7wMgBGRIwgynXkkpstlo6rKvXpPUNBYDIaQE/Yp2Z/F4b3uOg6Zk6fjF3LpjMDUm0z0n+oeQVZx8ADlB3OO2z4sYhhaxT11b3uLBUVxLyVcW7O8ewMVQgjR45qsTdy76l7+tu1vOFwOdIqOB4Y8wPOTnj9tIqqlrpZPHvsjmz//CFQVnd7A1J/9kok/m0tWzm3U1bkTUd7evRk6ZP6lmYiyd8DyR+GVcccSUf5xcNMH8INPzyoRZbM42PJVAe89vIn9G9yJKKeuA2diHo2++9yJKCA6Opqf/exnXHXVVZKIukSExvky9/dDGHltElq9Bo2qx1k/ifDGWHzUDgAOHz7MSy+9xMaNG3G5XGc4ohDfzwU1MmrGjBlMnTqVn//85zQ3N5OcnMyHH37I4sWLee+999Bq3V9q7rzzTt5++20OHTrkKZw3ZcoUxo0bR79+/TwFzP/+97+jKAqPP/54T56WEOIisKNqB/UW97D/aQnTOtWnrm4NDkcTcPIpeqqqsuFj96gond7A8Dk3nKdoLxwDpl3Ftq++wOV0sOObBUTd38ezzdfgS2ZIJrtrdrOhcgeT40ZSV7+WmtrlpKqPoSgX1P0QIYQQXeR/p+VFekfyj/H/oH/o6RcYKty9g0XP/5OOlmYAgmPiuOre36F4l7Bjx3U4HC0AhIRMoW/6P9HpfLr2RHpCwWr4+l5oKHS/V7Qw6pcw/vdnNSVPdankbq1k0/xDtDfZ3G2omJIaqLAcwNnhHqlmNpuZMmUKAwcOlNkllyCNVsOgK+LpNSCU1e8foCy3EZclEZM1Dr+ANZQbdTgcDpYuXcr+/fuZPXs2oaGhPR22uERdUMkogC+++IKHHnqIhx9+mPr6etLS0vjwww+56aZjU1ucTidOpxP1yDBdcE/x+/jjj3n66afp6OggLCyMSZMm8ec//5mUlJSeOBUhxEXk6KgonaJjUtykTvU5Wrhcq/UmNHTqCdvLcvdTdmAfAP2nzcQn8Ozq3l0MfAKD6DNmPPvWrCB/+2bamxrx8g/wbB8VNYrdNbvJa8jDlPlLqF+LzVZDc/Me/P0H9lzgQgghupyqqnxw4AOe3v60Z1rehNgJPDH6CfyN/qfs53I62fjp+2yZ/4mnLXPyNCb++GdUVn9C3p7HUVUnAIkJvyIx8deX3g0OSxMs+SPseu9YW9RAuPpZiOx3VoeqLGxi3cd5VBc1e9p8Y100+eRS2lDjaRs8eDCTJ0/Gy+vs6k6Ji09AmBezfzOQfevK2PDFIRxWsDdMItJYRJv/AZo1XpSWlvLyyy8zadIkRo4cKclJcd5dcMkoHx8fnnnmGZ555plT7vPWW2/x1ltvHdf273//u4sjE0Jcqlyqi5XFKwEYGjH0tBfIR9ntzdTWrQAgNPQKtFrzCfts/3o+4K4VNfTqa89jxBeWzEnT2LdmBS6nk5z1axg889gosZFRI3lxz4sA5Nu8OfqvVFe3RpJRQghxCWuxtfDIxkeOu9lz3+D7+GH6D09bWLy1vo5vn/sHpfuzAdAbTUz92S9JHTWGg3mPU1bmTs5oNEbS+/zjlPUaL2r5y921oZrdI8nQe8OkP8Hwu+A7K9eeSVujlU3zD5G7pdLTZvbX4pVeT27RXtQG9439kJAQrr76as+ME3F5UDQKGeNjiOsbzMp3cyjLbcRhTcBQHUtM4GpKjTqcTifLli1j//79XHPNNTJKSpxXF1wySgghutuemj3UdLjvDE6Jn9KpPjU1i3G53MPcTzZFr768jEM7tgDQZ+wkvANOXQ/jYheV2oeAiEgaKyvYt3bFccmojJAMfPQ+tNpb2VC9j2u8U2lty6Wufh29et3bc0ELIYToMjl1Ofzfmv+jpKUEgAjvCJ4e//QZp+UVZ+/h22f/QXtTIwAhsfFcdd/v8QvzY8+eO6hv2ACAwRBG/36v4Od3diOELniWJljyEOx691hbr4kw61kIiOv0YVxOF3tXlbL160LsVvcIMq1OQ/wIIwfrtlJc2ACARqNhzJgxjB07Fr1ef15PRVw8/ELMzP7NQLLXlrHxi3wcNrA2TCbKWESbfw5NGm/Kysp4+eWXmTBhAqNGjfKUzxHi+5BklBDisnf0rq2CctZT9AyGUAIDR56wfefCBZ4Vf4Zcdc15ifNCpSgK6eMmsfGT96kpKqC6qICwhF4A6DQ6hkUMY2XJSjZXbOaOgVfQ2pZLc/Ne7PZG9PqAng1eCCHEeaOqKp8e/JS/bf0btiM3bMZGj+UvY/5CgCngtP22fvkZGz56F1V1F03uO2EKk++4G7uzku07rqe9vQAAX5++9Ov3CiZTZJefT7c6tBK+/BU0l7rfG3zgiidg8I/hNCPJ/lfFoSbWfJBLXVmrpy2hfxCuyHK27F7taYuOjmbWrFmEh4efpxMQFzNFo5A5IYb4jGBWvJ1DeV4jdmsC+upY4gJXUmI04HQ6WbFihaeWVERERE+HLS5ykowSQlzWVFVlxWH3dLtB4YMIMZ+4It7/sljKaWh0j3oKD78ajeb4X6XtzU3sW+0+Zq9BQwmO6fzdzItV33GT2fjJ+wDsX7vCk4wC91S9lSUrqe2opcNwtN1Fff2GS3N6hRBCXIba7G08uulRFhUuAkCraPnVwF9xe8btaE5Tz8na3saiF/7Noe2bAfeCH5Pv/DkZE6fS2LidvVl3Y7e7R/KEhk6jb/rTaLWXUE2joyvlbXnpWFvieJj9/FmNhrK02tk0P5/9Gyo8bf6hZvpc4cemPauo3V0LgFarlRpA4pT8Qsxcc99A9q4uZfP8fBx2LR0NU4k2FtAacIBGxYeKigpeffVVxo0bx5gxY9DpJKUgzo38nyOEuKztr9tPeVs5AFPjTyxCfjJVVV8D7lFPEREnTtHbs3QhDrv7jvDgmXPOT6AXOL/QMGL79qNk315y1q9h7C23oz1ycTIqapRnv10trcRpTLhcFurq10kySgghLgEHGw7yf6v/j6LmIgBCzaH8fdzfGRIx5LT9aoqL+OqfT9JY6U6g+IdHMOv+PxKW0IvKyq/Yn/M7VNX99zQ+/uck9br/0ipUXpkFn/8UanLc7/XecMXjMOSOTo+GUlWVg1urWP9pHpZWO+CekjdwWiwtpkK+WbnUs+hTVFQUc+bMkbo/4rQUjUL/SbHE9w1mxdv7qSxoxmrtha4qjoTAFRw2mnC5XKxevZr9+/cza9YsYmJiejpscRGSZJQQ4rJ2dIoewOS4yZ3qU1Xtvuvr5dULX5++x22z26zsWvINAGGJScT2zTxPkV74+o6fTMm+vbQ3NVK0ZydJg4cBEOsbS7RPNGWtZWyq2Eb/sOHU1a2hvn4dqqqetpCtEEKIC5eqqizIX8CTW57E6rQCMDJyJH8d+1eCzcGn7ZuzfjVLX30Oh9Xdr9egocy45/8wentTWPQCBQX/AkBRdKSlPkFU1NyuPZnu5HLB5hdgxWPgdCfbiB4C174KwUmdPkxLvYXV7+dSvK/O0xaXHkTG9BCWrV5Iebn7ZptGo2HChAmMHj1aav2ITgsI92LOA4PZs7yELV/l43ToaGuYRozxEG0BB6hXfKmurua1115j+PDhTJo0CaPR2NNhi4uIJKOEEJctVVVZXrwcgH6h/YjwPvPc946OElpasgAIC5txQiIlZ+0qOpqbABhy9bWXVaKl9/BRrHj9JexWC/vXrPAkoxRFYUTkCD7P+5ztVdvxS7mburo1WK2VtLXl4eOT0sORCyGEOFvt9nae3PIkXx36CgCNouHn/X/OTzN/ivY0K765nE7Wvv8mO75d4G5QFEbfcCvDr5mLioOcnN9RUfk5ADqdL5kZLxAUNLqrT6f7NFfA/J9B4Vr3e0UL4x+EsQ+AtnNfzVSXSvbaMjbNP+QpUG721TPmht60aMr44NO3sdvdo6TCw8OZM2eO1PcR50SjURh4RRzxmcGseGsf1YdbsViT0FbFkRS4nCKjGScatmzZQk5ODldddRUpKXJdJzpHklFCiMtWXmMeh5sPAzA1rnNT9KqPjIoCCAu78rhtqsvF9iMX174hoaQMv4QunjvBYDLTe/go9q9dyaEdW+hobcHs4wu4p+p9nvc5VqeVSjXI06e+fr0ko4QQ4iJT1FTEfavvI78xH4BgUzB/H/d3hkUOO22/9uYmvn3m7xRn7wHA5OPLzF//loT+g3A4Wtib9QsaGja6t5li6N//NXy8e3ftyXSnvOUw/y5od9dvIjARrv0vxA7t9CEaq9pZ+U4OFYeaPG1pIyMYNDOaJcsXceDAAU/7yJEjmTx5stT0Ed9bUKQ31z04hN3LS9jy1SFcTj3NDTOIMRRgDdpHJf40NzfzwQcf0LdvX6ZNm4afn19Phy0ucPKbSQhx2Vp+eLnn9ZT4KZ3qU+2ZopeIj3fqcdsKdm2jody9Cs6gGbM8NZMuJ33HT2H/2pU4HQ5yN6xlwDR3TajhkcNRUFBR2VJbxDBjFBZrOXX1a4mLu6OHoxZCCNFZyw4v488b/kybvQ2AYRHD+Nu4v51xAZDqogK+fPoJmmuqAQiNT2T2Aw/hHxaBxVrJnj130trqTqT4+fWnX79XMRrOvKjIRcFpd0/J2/jssbYBP4AZfwejT6cOobrUI0WlD+Gwu1cc9A02MfEHaTi9mnnj7ddoaWkBwMfHhzlz5pCU1Pkpf0KciUarYdC0eOIzg1n5ZhbVJR2023qhVsaT6r+cIm8jVpeGffv2kZeXx/jx4xk+fLgkQ8Upyf8ZQojL1tF6UX2C+hDje+bCix0dZTS37AUgLPTEKXrbv54PgMHsReakaec52otDbHoGfqFhNNdUs2/tCk8yyt/oT0ZIBlm1WWyq2Mz03mMpL/+YxsatOJ0WtFpTD0cuhBDidOwuO8/seIa397/taftp5k+5Z8A9p52WB0fqQ73yHA6buz5U6qhxTLvr1+hNJlpbc9m95w6s1koAQkKmkNH3P2i15q47me7UUASf3Qll293vDT5w1b+h3w2dPkRzbQcr38mh7GCju0GB/hNjGXp1Apu3bmT16tWeIuVpaWnMmjULL69LaMVBcUEJjvLhut8PZ9eyYrZ9fQinU0t90zTC2srQhmyniEBsNhvLli1j165dzJgxQxKj4qQkGSWEuCwVNhV6phd0elRUzXen6M04bltVQT6lOdkA9JsyHeNlehGoaDSkj53I5i8+pjL/IHWlJQTHxAIwInIEWbVZ5NTnYPS9AfgYl8tKY+M2goPH9mzgQgghTqmmvYYH1jzAzuqdAPgafPnLmL8wIXbCafu5XE7WffA227/+AgBF0TD2Bz9myFVzUBSFhobN7M26G4fDPaInOvoHpKY8gqJcIkW2c76BBb8A65EpdRH94Po3ISS5U91VVSVnQwXrP83z1IbyCzEx+bY++EXq+eiTDygsLARAp9Mxffp0Bg8efFnVqxQ9Q6PVMHh6AkkDw1j51l4qCtuxOKKhMpq+PqupCHRSb9dTW1vLu+++S3p6OlOmTCEoKOjMBxeXjUtobVQhhOi87zNFz2yOx8enz3Hbdi/9FnAnYwZOv/o8RXlxSh83yfN639oVntcjo0Z6Xud2KBz9E1Rfv67bYhNCCHF2dlXv4oZvbvAkovoE9eHjqz4+YyLK0tbKgr895klEmbx9uPaPjzL0yOIelVVfs2v37Z5EVFLSg6SmPHppJKKcdlj6J/j4B8cSUcPugp8s73Qiqr3ZxsIX97LqvQOeRFTfcdHc+KdhWLQNvPTSS55EVHBwMD/5yU8YMmSIJKJEtwoI92LOb4cz/uYU9Hr36Lzq1gmYSoeR6ajDoHX//7h//36ef/55Fi1aRFtbW0+GLC4gMjJKCHFZOjpFL8k/iV7+vc64v8VSTnPzbsBduPy7F3uWtlYObHCvipM0eDh+IaHnP+CLSGBkNFEpfSg/mEPO2pWMuemHaDRaBoQOwKQ1YXFa2Fazjyv9+tPUvIu6+rX05o89HbYQQojvUFWVTw9+yl+3/hWHywHAnOQ5/HH4HzHpTj+1ur68lAV/f5yGijIAgmPiuOa3fyYgIhKA4pI3yct7AgBF0ZPe529ERMzuwrPpRs0V8NntULzJ/d7oB9e8CH06f6OqeF8dy9/OoaPZBoB3gJFJP0wjpk8g69evZ+XKlZ59+/Xrx8yZMzEajef1NIToLEWjkDE+hvjMENa+n0XRvhbsqi+VtXOINxxEDTtIvsMPl8vFli1b2LVrF6NHj2bkyJEYDIaeDl/0IElGCSEuO2WtZeTU5wBnPyoKIPx/pujtX7vSUwej/9Tjt12u+o6fTPnBHFob6ik7sJ/Y9Ez0Wj39w/qzpWIL26u2c2v/KTQ176KtLQ+LpQKTKbKnwxZCCAFYnVae3Pwk8/PdtRB1Gh1/HP5H5qbMPWPfgl3b+PaZf2DraAcgacgIrvzl/RjMXqiqyqGCpzl8+GUAtFof+mW+RFDQqK47me5UsAY+vxPaatzvwzPhhrchuHP1chx2J5vnF7BnZYmnLXlwGONvSUXVOPjoo484ePAg4J6Wd+WVVzJw4EAZDSUuCL5BJmb+aiiFe2tZ9/5eWpqg0ZYCpckM8l5JXYSWw21abDYbq1atYtu2bYwePZrBgwdLUuoyJckoIcRlZ1XxKs/rs5+iF4ePT7qnXVVV9ixzbwsIjyQ+c8D5C/QiljxsJMtffxHV5SJvy0Zi0zMBGBo+lC0VWyhsKkTrnenZv75+PVFRZ/6SI4QQomtVtlVy36r7yK5z10EMNYfyrwn/YkDYgNP2U1WV7V9/wdoP3oIjxbRHXHczo66/GUWjweWyc+DAQ1RUfg6AwRDCgP5v4OvbtytPp3u4XLDh37DyCVDdK90x8Idw5T9A37lC7PXlbSx9fR91Za0A6I1axt2UQuqICKqrq/n444+pr68HICgoiBtvvJHw8PAuOR0hvo/EfiHEpI1n57f57FxWgsuloaRtCrqCdoYFLKcoKIjqNhetra0sWbKEtWvXMmLECIYNG4bZfIksXCA6RZJRQojLzqoSdzIqyjuK1MDUM+5vsZTT1LwLOHGKXlnOPurL3Hcw+02ZjqKRUnwAXn7+xKZnUJy9l7ytG5l4209RNBqGRgz17JPT2oFZ54/D0URd/VpJRgkhRA/bXb2be1fdS52lDoABoQP414R/Eep1+unnDpuNZa8+x/517r+vOqORGffcT8rw0QA4nR1kZf+Kujr3drM5noED3sJsjuvCs+kmHY2w4OeQu9D9XmeCmf+Egbd2+hA5GytY+2EuDrs7kRWW4MfUO9IJCPNi7969fPXVVzgc7qmSqampzJkzB5NJVqEVFy69QcvwOamkjopl3bu7KM634lC9KGyYhVdTLcPD1pPnE0F9q42Ojg5WrVrFhg0bGDp0KCNGjMDX17enT0F0A0lGCSEuK03WJnZU7QBgYtzETg1tr65Z4nkdFjr9uG27l7kvPrU6HX0ndG6U1eWi97DRFGfvpbW+jspDeUT2TiUjJAOj1ojVaWVb1Q6uCRpNdfVC6us3oqrOS6NwrRBCXIS+zP+SRzc9it1lB+DG1Bv53dDfodfqT9uvtaGeL59+gsp89/Qxv9AwZj/wJ8IS3PUY7fZG9uz5ieemjq9vBgP6v47BENKFZ9NNKrPh41uhwV1InMBEuPFdiMg8fb8j7FYnaz/M5cDmSneDAoOnxTP06kRAZfHixWzevNmz/6RJkxgzZgwaufElLhIB4V5c/cBoivfXsfHD3dTVKLS7QiiovIYQXREZkbvJ9Y6mqrEDm83Ghg0b2LRpE2lpaQwdOpSEhASZhnoJk2SUEOKysrZ0LU7VvSrNpNhJZ9jbrbranXAymWLx9c3wtLc3NZK3ZSMAKSPG4OXnf56jvbglDxvJijdfBlXl4JYNRPZOxaA1MCB0AFsqt7Ctaht3xt9KdfVCHI5Gmluy8ffr39NhCyHEZcXpcvKfnf/hrX1vAaBTdPxxROfqQ1UeyuPLfzxOa4N7+lh0Wl9m3f8HvPwDALBYK9m9+8e0teUBEBQ4hszMF9DpfLrkXLrVno/g63vB0eF+nzID5rwM5oBOda8vb2Pxf7NpqHCvLGb21TP1zr7EpgXR0dHBp59+SkFBgXub2cx1111HcnLnVuIT4kITlx5MzKOTyN1YxpYv9tPWrqPBkUBDSQKBusOkRezikH8spXVtuFwu9u/fz/79+wkJCWHIkCH0799fpvBdgiQZJYS4rBydoudn8GNQ+KAz7m+xVNDU5F7OOjxsxnF3Z7JWLcPldA+b7yeFy0/gExhEVO80yg/mkLd1I+N+cDuKojAkYghbKt11o/A6Viukvm6tJKOEEKIbtdpaeXDtg6wrWwdAgDGAf03413FTqk8ld9M6Fr/wbxx294pvmZOuYPKdP0erc4+kam8vZNeuH2GxlgMQFjaTvulPo9Fc5IWKnXZY/AfY9l/3e0UDEx+CMfdDJ0csHdhcwZoPcnHY3NPyolMDmHpHX7z9jdTU1PDhhx966kOFh4dz0003ERgY2CWnI0R30WgU+oyJIXlYJHuX5LFrWTFWm44GRzwNpfH4VZQxOWI71ZEJ7K9oxel0Ultby+LFi1m2bBnJyclkZmaSkpIiBc8vEZKMEkJcNqxOK+vL1gMwLmYcOs2ZfwXWfHeK3ndW0VNdLvYuXwxASGw80anpJ/QV0Hv4KMoP5tBUVUnN4ULCEnod9yVnb2MJ/l7JtLfnU9+wicTEX/VgtEIIcfkobSnlnhX3UNDkHn2THJDMc5OeI8Y35rT9VFVl8xcfsfGT9wFQNBom/OinDJx+leeGTXNzFrv33IHd7k6oxET/kJSUh1GUi3x6WWsNfHobHN7gfm8Ogutfh6TOjbR22l2s+zSPfWvL3A0KDLkygaEzE9FoFA4ePMhnn32GzeZO8PXp04drrrkGo9HYFWcjRI/QG7QMvjqNzCnJZK84xO5lRXRY9TQ7o9lbFo1XRT0T/TdiTwpib4sXDU3NOJ1OcnNzyc3NRa/Xk5qaSt++fenVq5f8fFzEJBklhLhsbKnYQseR4fQTYyd2qs/RelEmUwy+vsdqQBTt2UlzTRXgHhUl89lPrvewUax593UA8rZuJCyhF5khmZ66Udsrt3N94Aja2/NpatqF02lBq5WirEII0ZV2V+/mN6t+Q73FnSyaEDOBp8Y9hbfe+7T9HDYbS195lpz1qwEwenlz1X2/J6HfQM8+9fUb2Zt1N06ne/pZYuJvSEz41cX/d7J8F3x0KzSXut9H9ocb34eA2E51b22wsvjVLKoKm4Ej0/Lu6EtsnyBUVWXDhg0sW7bMs/+ECRMYN26c1IcSlyyDWcegq1LJvCKZ/asK2LW4gLYOPe2uIPY0XIVmu4MU0xaCe1koD0wgp7QBq9WK3W4nOzub7OxstFot8fHx9O7dm+TkZEJCQi7+3zWXEUlGCSEuGyuLVwJg0BgYHT36jPvbbPU0Nm4HICx02nF/3PYsXwS4VwxKH9u5xNblyD8snLDEJKoLD5G3ZSOjb7gVg9ZA/9D+bK3cyrbKbfy0192Ulb2HqtpoatpJUNCong5bCCEuWYuLFvPQuoewudyjb27PuJ17B92L5gyjltqbm/jy6Scpz90PuH+/z/ndPIJjjiVjqquXkL3vXlTVBiikpswjJqbzq8pdsPZ+Al/9ChwW9/t+N8LVz4C+czVsyg42sOS/2XS0uIvDhyf6Mf1nGfgEmnA6nXz77bfs3OkuCaDX65kzZw7p6TLiWlwe9AYt/af1JmNSEgc3l5K1NIeaGj0udBRYRlOwHwK1pUwKyEWfHEiBLorc4irsdjtOp5OCggIKCgpYsmQJAQEBxMfHEx8fT1xcHMHBwZKcuoBJMkoIcVlwqS5Wl6wGYHjk8DPe/QWorVsJuOs5hIQcWymvubaGgh3bAOgzZgJGrzMf63KWMnw01YWHqCstpr68lKCoGIZEDGFr5VYKmgpQTb09+zY0bpZklBDd4Pnnn+f1118nOzubhx56iHnz5vV0SKKLqarK69mv88zOZwDQKlr+NOJPXJ9y/Rn71pWWMP9v82iqdo8IjkpNZ/YDDx23cEdZ+cccOPAnwIWi6Omb/jTh4Vd1ybl0G5cTlj0Mm553v1e0cMUTMOLn0IkvuKqqsndlKRs+z0d1qQD0HRvF2BtS0Oo1JxQq9/Pz45ZbbiEiIqLLTkmIC5VWr6HP2DjSxsRSVdRM9sK95GVbcKlaGpwxbK+LgToI1+cyI7gGXWokxdoI8srqaWpqAqCxsZHGxkb27NkDgJeXF3FxcURFRREREUFERAS+vr6SoLpASDJKCHFZ2FuzlzpLHQAT4zo3kqm2ZjkAen0g/v7Hip1nr1qKqrqTVP2nSOHyM+k9fBTrP3oHgLwtGxk+5waGhh+rG7W7Pp9A71Ra23JpaNh8qsMIIc6j6OhoHnvsMd55552eDkV0A7vLzuObHmd+/nwAfPQ+/HPCPxkVdebkf8n+LL58+gmsbe5pd33GTuSKu36NTq/37FN0+BUOHfo7ABqNmX6ZLxEcPLYLzqQbWVvgszsh70jtSHMgzH0Lek3oVHeH3cnq93LJ3VIJgFanYdzNKaSPjgKgoaGBDz74gJqaGgCioqK4+eab8fX1Pd9nIsRFRVEUIhL9ibhnLKNbbBxYW0DuhiLq6t1Fy6vsqVRVpkKlizB9PqN9D+Pfy4fa4AQKW3SUlFVgtVoBaG9v58CBAxw4cMBzfG9vbyIiIggNDSU4ONjz8PPzkyRVN5NklBDisnB0FT0FpVP1opxOC3X17mLnIcET0Rwpdq66XOxb457uF94rmfBesszymQRFxRAcE0ddaTF5W93JqMzQ4+tGzQ0aQWtbLs3Ne3E629FqvXo6bCEuaXPmzAHgyy+/7OFIRFdrs7dx/+r72Vi+EYAo7yhemPwCyYFn/vuVs2ENS178N06He+XYUTf8gBHX3uT5wqaqKvmH/kZxsXtlOZ3OnwH9X8fff+Apj3lRaCyGD26C6n3u92HpcPOHEJjQqe5tjVYWvpxFdZG7PpRPoJEZd2cSFu8HQGlpKR9++CFtRxJ8aWlpXHvttbJCmBD/w+xrYODMNAbOTKOuvJW8dXkc3FpJS5sR0FBtT6G6PgXqwUtTT7xpN4NDWzCkBFPnE0Nxu5GSimrPyCmAtrY2Dh06xKFDh477LL1eT2BgIP7+/vj5+eHv7+957e3tjbe3N2azWeq4nUeSjBJCXBaOJqMyQzMJMYeccf/6hg24XO5i5yGhx6boleZkewqX9x0/uQsivTT1Hj6KutJiqgryaaquwj8s3FM3anvldu5K+gWlpW+jqnYaG3dc/HfUheiElpYWHn/8cXbv3s2uXbuora3lkUceOemUudbWVv70pz/xySefUF9fT1paGr///e+56aabuj9wcdGo7ajlF8t/QU59DgAZwRk8N/m5M/4dVFWVbV99zroP3gJAo9Ux7ee/Oa5Gosvl4EDun6io+BQAoyGcAQPewscnpWtOpruUbIOPboY294glel8B170OJr9Oda8qbGbhy3tpb3LX5IpM9mf6zzLx8nMnmg4cOMBnn32G42iCb9QopkyZIl9we5CqqjIi5iIQHOVD8I0DGX6DSlVhM4VbDlG0t4r6Bvdqeu2uIHLaJ5FzGDgMPppqogw59AmqxS/GG1toBFWaECo79FTWNlBXV4fT6fQc3263U11dTXV19SljUBQFLy8vT2LKZDJhMpk8r41GIwaDwfMwGo3o9XrPQ6fTeV5rNJrL/v87SUYJIS55hU2FFDYVAp1fRe/oFD2Nxkhw0LHEyL41K9ztWh1po8ef50gvXb2HjWLz5x8B7lX1hlw1hyHh7rpRh5oO4TL1BhRApaFxsySjxGWhrq6OV199lf79+3PNNdfw2muvnXLfa6+9lm3btvHUU0+RkpLCBx98wM0334zL5eKWW27pxqjFxaKoqYi7l99NWWsZAONixvGPcf/AS3/6kacup5OVb77CnmULATCYvZj9wEPEZfQ/to/LSva++6g5suKs2RzPwAHvYDbHdNHZdJOsz2DBL8DpnuLDiF+4a0RptJ3qnrulklXvHsDpcE/lTx8TxbibUtDq3Imm7du38+2333qSHzNnzmTIkCFdciqXM4vdyaGaVsoaOqhqsVLdbKGyyUJVi5WGNhvtNgcdNiftdiftVic2pwuNAjqtBp1GQatRMGg1+Jv1BHkbCPQ2EOxtIMjbQFSAmV4h3iSGehPhZ7rskwk9QVEUInr5E9FrECNvhua6Dor3VFK07RBlxSoOp/vntdUVxkFLGAfLgXLQYCdYV0yIPofePnUEhWrRhPrT5hNOPYHU2o00djhpbmmlqamJjo6OEz5bVVXa2to8oxq/L51O53lotVrP4+h7jUZzyueTPRRFOe756Ov/bff396dv377n5Ry+1/n3dABCCNHVjo6KApgUO+mM+6uqk5pad9IpKHC0Z8qYzdLBwc0bAEgaMgyzb+fukgoIjU/EPzyCpqpK8rZuciejIoaAu74ku+sOEuibTkvLPqkbJS4b8fHxNDQ0oCgKtbW1p0xGLVy4kGXLlnkSUAATJ07k8OHD/Pa3v+XGG29Eq3VffE+ePJkNGzac9Dj33Xcff/3rX8853urqak99m6Py8/PP+Xii6+yt2csvV/ySBmsDAHOS5/DwyIfRaU5/6W+3Wvjmmb9TsGMrAD7BIVz3+3mExCV49nE6O9ib9XPq69e59/FJZ8CANzEazjzq+IKlqrD+37DiUfd7RQtX/gOG3tm57i6VzV8WsHPJYXd3jcLYG3qTMT4aRVFQVZVVq1axdu1awD0daO7cuaSkXOSjyHqYqqoU1Laxp6SR3KoW8qtaya9ppbi+HVU9u2O5VLA5XNi+01bXZqOg9tRJB7NeS2KIN73DfRgQG8CA2ADSo/ww6jqXvBTnh1+wmYxJiWRMSsTpdFFb3Er5gWrKs4upKHFgtbl/77nQU+NIosaRRE4HcOTPmVFpJUBXRqA2nxRdBb5eVnz8FEwxXjj8/WnTB9Gm8aENL9qcetrsCm12FxarA4vVSkdHBxaLBZvNduogT8HhcHhGSXanxMRESUYJIUR3WFXsTkYl+CWQ6J94xv2bmndjt7uLnX93il7elo3Yre5lnfuOn3LSvuLkFEWh97BRbP/6C8oP5tDaUE+/0H4YNAZsLhvbKrdxY/AIWlr20dKShcPRgk4nRVzFpa2zd9Tnz5+Pj48Pc+fOPa799ttv55ZbbmHLli2MGuUuRL1ixYrzHudRL774Io8++miXHV+cH2tL1/LAmgfocLjv6t/d/25+0f8XZ/z/raO1hQV/f5zy3P2A+ybCnN8/gm/QsSSTw9HC7j0/oalpOwD+/oPp3+//2bvv8CrK7IHj35lb03tPgITQQ+9IEZUVXBFEQbHgWnbtYvnp2gXX3lbW3tYuiiJNBRaV3ksSSEJCDQmB1JubdnPrzO+PgUAMJAETUng/z5MnkzvvTN4JIffeM+ec92MMhjZ8c0bxwC8Pw7ZPtK9NATDtc+jcuExqp93Nr59mcDC1WDvcR8/4vycR2z0YAI/Hw5IlS0hJSQG01b2uu+46YmPbeBZZC7C7POw4VMqOnFJ25FhJziml1OZq8DhZglBfExH+ZoJ9jPiYdHgb9XgbdXgZdZj0OlRVxeVR8SgKbkXF6VawVruwVDqxVDkpqXJSanPiUU5EuapdHjKOlpNxtJxFKUcAMOpkekb7M6BDEKO7hjIsIQSzQQSnzhWdTiYi3p+IeH/6T0hEVVRK820U5VZQtK+A4uxiivIVnK4T/yYO1Vdriu7qpj1QCdRU6il4y9ZjHxa8ZSuhOitxchlmqRKz2YPJLGHykjEGG8BsxmM049J549D54JS9cElG7QM9LlWPGz0uVcaDjFuVtA9FwqOARwWPomofqorbo6IoCoqi4PF4aj6r6onHT95//PGTP59Ka8noE8EoQRDateLqYlKLtPSbsXFjG/XH93iJHkiEhp7oC5W+SnvcOyCQTn0HnOJIoT5dh17AtiU/gqqyf9tm+o6bQN/wvmzN38q2/G3ckTiTnNxPUFUPVus2QkMb90ZAENq7tLQ0evTogV5f+2Vbnz59avYfD0Y11vG7sR6PB7fbjd1ux2Aw1GRYncpdd91VJyC2b98+Jk+efEbfW2g+vxz4hSfWPYFbdSNLMk8Oe5KpXac2eFxFSTHzX3iaksM5AHRI6ssVDz2ByftESZ/TWUJK6s1UVGhNvYODRtKnz3tte8EJpw3m3wZZP2tf+8fCDT9AeI9GHV5hsfPLezspzq0EICjSm7/e3YeAsGMZ1U4n8+bNq8kgDAoK4oYbbiAkJKTpr6UdUlWV7BIbq7IKWb2niE0HSrC7lFOO1csSnUJ96BLuS5dwXzqH+9IxRCulC/U1otf9+Z5cHkXliLWag8VVNR/7iyrJOFJOSZWWFeP0KKTkWknJtfLf9Qcx6WWGdw7hwq5hjO0eTscQnz89D6HxJFkiONqH4Ggfug2NBLRMxvISO6X5VVjzqyjNK8V6xEppkYvq6j8+B8rYlGBsSvCpv0H5Kb4nHgySHaNUjUGqxiDb0ePAINvQ40QvOdBLDoySEy/JiV5yocOJTnKhk9zocCFLbu1rXMiSgk4HsqxVDOt0ErIsIcsg6bVtnUFCkiVknYR0vDxPpz0mSTKqToeCHlXWoSJDhKlpf9BnSQSjBEFo19YcXoOKdldgbIfGBTeKilcAEODfr6bsoKwwn9yMXQD0GHkhOr3483mmIjt3wTsgEFuZlYMp2+g7bgKDIwazNX+r1jfKlIAk6VBVD6WlG0UwShCOKSkpISEhoc7jwcHBNfvP1HPPPVcry+n555/n008/5W9/+9tpjwkPDyc8PPyMv5dwbnyX+R3Pb34eFRWjbOTVMa9yUYeGS9NL8nKZ/8LTVBRrNStdh49iwt0PojcYasbYHfkkJ9+EzaYFVcLC/kJSrzeR5dbxhuasVJXA3Gvg8Fbt64gkuP578I9u1OEFB8v55b2d2Mq1IERcz2Au/XsSJi/t9YHNZuPrr78mL0/r2RUdHc11112Hr69v019LO6KqKim5VpakHuXX3QXkWGynHNcxxJuBHYLo3zGIAR0C6Rrhh6EJAk710ckSccHexAV7M7prWK05Hy6tZkdOKSm5VpJzrKTlleFWVBxuhVVZRazKKmLWkgx6RfszuV8MV/SLJsLf3KzzFU5NkiUCwrwICPOC3qFAx5p9LqeHSoudCoudSovj2OcqqkursJU7qK5wY7OBopz+5raKDqfqg1M9Fnj0nHboOaQg40FCQZIUYgOP8tdWUOQh3k0JgtCurcpdBUCQKYg+oX0aHF9VtR+bTWt2Hho2rubx9NW/12yLVfTOjiTLxPcbSPrq3zi0KwW3y/WHvlFZBPklUV6eSqlV9I0ShJPVl9V5Nun2s2bNOuWqfULbo6oqH+36iLeS3wLAx+DDWxe9xeDIwQ0ee3RfFj++NBt7hXZ7v9+lf2Xs3/6BfFLD7urqPJKTb6DarmVNRUZOpkf3l5Eb6D/VqpVmw5dTwHJsaff4MXDNl2AOaNThe7cV8Nvnu/Ecy9LpfWEsI6cmIh8LhpSXl/Pll1/W9Fjr3Lkz06ZNw2Rqw8G7ZqSqKhlHy/lp51GWpB7hcGndxtFRAWYu7BbG6C5hDI4PJtS39fwsJelEkGpSvxgAKuwu1u8rZlVWESuzCiko15ripx8pJ/1IOS8s3c2IziFM7hfDhN5R+Jra8P+ndsRg1BEU6UNQ5Okz2FRVxVntxl7lxmFz4ahyY7e5cNjcOKvduBwenHY3TrsHV7Ubl92J2+HG5XDjdnpwORXcLgWPGzxutd7AVtORUTgWrFXBLbeOoLj4rRcEod1yeBxsOqoFNUbFjkLXiNVwiop/rdkOC9VuGaiKQsYarQ9LeHxnwjo23HdKOLX4/oNIX/0bboeDw7vT6NPrD32jQodRXp5KRUUGLlcZBkPj3hgIQnsWEhJyyuwni8UCnMiQEs4/qqry+rbX+TzjcwACTYG8f8n79AptuDHtoV0pLHr1uZpeiBdMu4GhU66pFdy02Q6RnHwDdofWDycm5ga6dX0GSWreDJRmVZABX14Jlfna172nwaR3QG9s8FBVVUn+Xw4bF2hBrOONyntfeKL/U0lJCV988QVlZWUAJCUlMXny5DpltgJYbU7m78jj2y057C2srLVPkmBIp2Au7hHOmK7hdI3wbTV9bhrDz2xgfFIU45OiUFWVzPwKlqfnsyjlCAeLq1BVWL+vhPX7Spi9JIOrB8Zy04hOxIeKMr7WTpIkTN4GTN4GwOtPn09RVDxuBY9L0T67FRS3emLbo9b5rHhUVEVF8SgoinriMfXYtnJ8v/ZZVbXvo3pUFFUlMLzbn/9BNAHxV1EQhHZr89HNNQ1cL4y7sFHHFBdpJXre3vH4+HQGIC8zg7LCAkA0Lv+zOvbujyTLqIrCweRtdOrTn6TQJHYU7iC5MJk7utzHoZwPABWrdQthJ2WnCcL5qnfv3sydOxe3213rDe2uXVrpcFJSUktNTWhBHsXDvzb9i/l75wMQ4R3Bh+M+JCGwbknnH+3btpmf/v0iHrcbSZK55La76HPJ+FpjqqoOkJx8Aw6n9vzXIe5WEhMfa1MBgTpyt8LXV4Pdqn094j64ZLbWjKUBikdhzXd7SV+jld0ZzTou/UcSHXqe6P909OhRvvzyS2w2rbRs8ODBTJgwAbkR5z9fqKrK9kOlfLM5h593HcXhrt0DakCHQCb2jeavvaMIbydlbJIk0SPKnx5R/sy8uAuph8tYmJzHTzuPUFzppNLh5rMN2Xy2IZux3cK4aUQnRncJQ5bb8P81odFkWUI26jAYz79G9yIYJQhCu7U6dzUABtnAiOiGm/s6nMWUlacAEBp6IuiUtlrLlpJ1erpfMLrpJ3oeMfv6Et21B3mZ6RxM3sbYm/7OgIgB7CjcwZ7SPei8uyFJelTVTWnpJhGMEgTgyiuv5KOPPmL+/Plcc801NY9//vnnREdHM3To0HM+p1mzZomV9VqQW3Hz1Pqn+OnATwB09O/Ih+M+JNq34X5Hu9evZunbr6MqCrJOx2X3Pky34SNrjamszCI5ZQZOp7ZCXKeOd5KQ8FDbDkTt/x2+vQFcVdrXl8yGkfc36lCn3c3/Pknn0C4tQ9E3yMTl9/QlJOZEqUt2djbffPNNzfLuY8aM4cILL2zbP7Mm5HQrLErJ45N1B8nMr6i1r1OIN9MGxzGxTzRxwa2jIb7qdKJUV6PYHagOO4rdjupwgCQjm4xIJhOSUfss+/ggGxvOrAMtMNUvLpB+cYE8+dcerMoq4vON2azdq/1fW5lVxMqsIhLDfbn3okQu7xONTgSlhHZKBKMEQWiXVFVl9WEtGDU4cjA+hobTnouLf4Njzc6Pl+g57dXs2bgOgIQBg/H2F2Vjf1Z8/0HkZaZTejSP0vwj9A/vD4CKSpplL/7+fSgr2yH6RgnnhaVLl1JVVUVFhfbmLCMjgx9++AGAyy67DG9vbyZMmMC4ceO48847KS8vJzExkblz57Js2TK++uqrelfAay7He06lp6eLzKxzzKW4eGztYyzPXg5AYmAiH/3lI0K9Qhs8dudvy1jx0TugqugNRiY+9BgJ/Wv3lqqoSCc55SZcrlIAEuLvJz7+3qa/kHMpfaG2ap7iAkmGy9+EgTc16tCqMgc/v7OTohzt/2honC+X390Xn8ATPYv27NnDvHnzcLvdAIwfP55hw4Y19VW0SZUON99uyeGTdQc5WmaveVwvS1zaK5LrhnZgeELIOc0CUlUVd2ERzoMHcB48iDMnF3dRkfZRXIy7qAil/BTLpNVDDghAHxaKPiwMfWgYhsgIjAmdMSV2xpSQgOxT93WoXidzSc8ILukZwd6CCj7fmM2PO/KwOT3sK6xk5rcp/Oe3vdx3cRcRlBLaJRGMEgShXcoqzaLAppUWjI5tXDZTcZGWAWUwBBMQoAVI9m7eUNNPo9eFokSvKST0H8S6uVp/k4PJ2+l38RgkJFRUdhTs4K+Bwygr20FlZSZOpwWjUfTDEdqvO++8k0OHDtV8/f333/P9998DcPDgQTp16gTAjz/+yBNPPMHTTz+NxWKhe/fuzJ07l2uvvbYlpi20EKfHycOrH+b3XG1Rje7B3flw3IcEmYMaPHbbTwtY/eUnABjMXlz5z6eJ69m71pjyijSSk2fgdmv9jhI7P0LHjrc38VWcYzu+gCUzQVVANsBVH0OvyY06tDS/iiX/SaXCor0O6NBLWzHPaD7xFiotLY0ff/wRRVGQJInJkyfTt2/f5riSNsVS5eSTdQf4cuMhyu3umsfD/UzcNKIT0wbFEebX/E3IVacTe9Ye7Gm7qN65C8eePTgPHkSxnXqVvjpkPZJXELJXMJJXEJLBG0lnBL0ZSW8CvQlJklE9blDdeMrduK1u7FlHUJbvRrWXoTqs6AK8MMZH4dWnD94DB+HVtw+y14l+Q10i/Hhucm8evrQ7327J4aO1ByiudLK/qKpWUGpin2hRvie0GyIYJQhCu3R8FT1oXL8oj6caS+l6AEJDL0aStEyDjDXaC34v/wDi+w1s6mmel0I7dMI3OIRKSwkHU7YxYMJEugR1YU/pHpILk7mh021kH3oXAKt1C+Hh4xs4oyC0XdnZ2Y0a5+vry5w5c5gzZ07zTkhotRweBw+sfIC1eWsBSApJ4v1x7xNgajhjd9OP37H+uy8BMPv4MuXx2UQl1m5g+8dAVJcuT9Ih7uYmvopzbPMHsPQRbdvgA9d+BZ0vatShBdnl/PR2KvZKFwA9R0YzZnrXmhXzALZv386SJUsA0Ol0TJ06le7duzftNbQxlQ43H689wMdrD1LpOBGESgjz4Y7RnZnUPxqTvvmyOT0VFdi2bqVq0yaqU1Jx7N6N6nLVe4xkNKKP6oghqiu6oI5I3hGgC0D1mMDTdHNVFTe2tAIqN65DqfweXaAOc7cYfEYOwHfoECSjkQAvA7eP6cyM4Z34evMh3l+9v1ZQ6pN1B3nq8p4M7iRu1AltnwhGCYLQLq05vAbQyhdifGMaHF9auhFF0ZbdDQvVXqhWWUvJTdcaBHe/YDQ6sRJOk5Akifj+g9j123Jy03fictjpH96fPaV72FW8Cy/f3kiSEVV1Ulq6SQSjBEE479nddmaunMmGIxsA6BfWj3cveRc/o1+9x6mqysYfvmHjD3MB8A4I5OonnyOsQ6da48rLd5GcMgO3WytN6tp1FnGxNzb9hZxL696EX5/Rtk0BcMN8iBtc7yHH5WZY+OWDXbgdHgCGTIxn0GWdavV/2rBhA//73/8AMBgMTJ8+nYSEhpvHt1d2l4evN+fwzsp9WKqcNY/37xDIHWM6M65HRLNk9KhuN9XJyVRt3EjVho1U79oFHs8px8r+/ph79MCY0Bl9ZFckrxhUuxeuIhdKxYmAleoBTn2Kk04GklGHbNSBLKF6FFS3Cm4F1aOCotY5RJL16AJi0AWceF3qLoPS+VZKPnkffSh4D+2C/6UX4OXvz22jErh+aMdaQamdh8uY+v5GLusdyWMTerSaHluCcDbEOytBENqd4upidhVrQaRGr6JXrGVASZKRoKALAMjauBZV1VZ56T5iTNNP9Dx2PBjlcbnITd/FgPABfJf1HQ6PgyzrAQIC+mO1bhZ9owRBOO85PA7uX3V/TSBqYMRA3rn4nQZ7IaqqyvrvvmLzgu8A8AkKZtrTLxAcHVtrXLsLRKkqrHoJVr+kfe0VDDMWQlTjSuf2bivg108zUDwqSDDm2q4kjTnxM1NVlVWrVrF6tdaX0mw2c/311xMXF9fUV9ImqKrKguQ8XluexZGTekL1ivbn4Uu7MaZrWJM3cVccDqo2bKBixa9U/v47Hqu17iCDAa+ePTH37YM5qTfGuO64y8w4DpThzC7HcdCD1ie0brme7K3HEOmDPsQLXYARXaBJ+wgwIXsbkE060En1Xpfq8uCpcOEpd+CpcOIpd+KxOnAeLsN1pALVceJY2RyAHKm1h7Bth8r1a5CkYrwHxhB45ShuG5XA9CEd+GD1fj5YcwCHW+GXXfn8mlHILSPjueeiRHxN4m290PaI31pBENqd41lRAGNiGw4iqapKcclKAIKChqLXay/wM9drLzQDwiOI6tLttMcLZ65jUl9knR7F4+ZA8jYGXHtlzb7kwmTGBA7Bat1MVdVeXK5SDIaG+6EIgiC0Ny6PiwdXPcj6PK2MfHDkYN6+6G28DfVnQ6iqytpvPmPr4vkA+AaHMO3pFwiKqp0p3C4DUSuehg3/0b72jYAZiyC8R6MO37XqMGu+2wMqyHqJcTf3InFg+EmnV/n1119Zv1779/Dx8eHGG28kMjKyyS+lLcg4Us7Ti9LYdqi05rH4UB8e+ktXLkuKatJMKNXlonLNGsp//pnKVatP2fPJ1L07PsOH4zNiOF79BuAqcGHfXUJ1poXKDfmnPK/O34gxPgBjtC+GKB8MkT7IfoY/HUCTDDr0wTr0weZT7ldsLlwFNhwHS7DtyMZdpICk9dCSzQFAANVpYEtZi2wux3dUIvePTeLaIR14ZVkmC1OO4PQovL96P4tS8nh2UhLjekb8qTkLwrkmglGCILQ7q3O1IFKQKYjeob0bGA2VlZk4HNqLlNCQsQCUFeZzdG8WAN1GjBZLMzcxo5c3sT16kZOWysHkbVx8yx1E+URxtOooOwp3MKnfiabMVus2wsLGteBsBUH4o1mzZjF79uyWnka75lJcPLT6oZobLAPCBzQ6ELX6y0/Y/vNCAPxCwpj29AsERkbVGldekVYrENWt62xiY29o+gs5V1QVlv4Ttnygfe0fCzcthpDOjTp82y/ZbF58AACDSceEO3sT1/1EXx5VVVm2bBmbN2/WTu/vz0033URISEjTXkcbUFbt4t8r9vDFxuyaarQwPxMPjuvK1QNjMZzUV+vPsu/ejXXBAsp/+hmPxVJrn2Qy4TNyJH7jLsF31Ch0QcE4c8qxJRdS9sZO1Gp3nfPpgs2YEgIwxWsfuiBTi7zGk70NNXPwvygBVVFx5ZVRsSqN6t0FqK5AJJ0RSW9GdZupWFlO+W+rMEapvDxlEDeN6MSzP2WQnGPlaJmdv3+xjQlJkcy6ohcR/qcOgAlCayOCUYIgtCsOj4ONRzcCMCp2FDq54caTJceyogBCQ7VgVOaGtTWPdR/RuNX4hDMT338QOWmplBcVYMk7zICIAfx84GdSClPw838RSdKjqm6s1q0iGCUIrcysWbOYNWsW6enpJCUltfR02h2X4uKfa/7Jylzt+el4j6jGBKJWffExO35ZBIB/WDjTnn6BgPDamTuVlVkkJ9/UvgJRvzwMWz/Svg7qBDMWQ1DHRhyqsmnRAXYs01a1NPsamHhvX8I7+teMURSFn3/+me3btwMQGBjITTfdRFDQ+ZW1q6oqP+7I48Wluymu1PpC6WSJm0d0YuYlXfAzG5rk+3gqqyhbuBDrDz/gyMystU/29sZ37Fj8xo3Dd9RIZB8fXIU2qrYVYkvZj6fUUftkEhg7+ePVIwRzj2AMYa2zx5IkSxjjAgm5cSQA7vIqrD+uozolH/TRSHozkmzEVQBF7+0i3Gzn80u6sqxfDM/9L4tyu5ulafms21vMIxO6c/2QDmLVPaHVE8EoQRDalS1Ht1DtrgYaV6IH1JToeXsn4uXVAYCsYyV6IbEdCP1Do1ehacT3H1SzzPjB5K0M6KoFo6wOK7mVhfj59aK8PBWrdWsLz1QQBOHc8SgeHl/7OCsOrQCgd2hv3rvkvUb1iFrz9ac1gaiA8AimPf0i/mHhtcZVVe1jR/INuN1WALp2faZ9BaKCO8PffgL/6EYcqrJu3l52rjwMgE+AkSvu709w1ImftaIoLFq0iNTUVO30wcHcdNNNBAQ0vIphe3K0rJrHftzFqqyimseGJQTz7KQkukbU30i/sZzZ2Vi+/oayH39Eqao6sUOS8B42lMDJk/EbNw7Z2xvVo1CdXkLlxn04D5bXPpEM5i5BePUNw9wtGJ1P0wTJziW9vw+hf7sUAEd2LqXfrcSxz44c3A1JklHtZsp/ymGE5GZpv2jmOJzMy8inwuHmqYVpLEk5wuvT+ooG50KrJoJRgiC0K6sPa0EkvaxnRPSIBsc7nRbKypIBCA29EICSwzkU5WQDWlaUKNFrHsHRsQSER1BWWMDBlG30H3liCfHthdvpFzCI8vJUKirTcburanp5CYIgtFeKqjBr4yyWZS8DoGdIT94f9z6+Rt8Gj90w7yu2LfkRAP+wCKY98yL+obUDUTbbQXYk34jLpZU7JSY+RlzsjCa+inNIVWHpI2cViFIUldXfZJGx7ggAfsFmJj3Qj4CTMmc8Hg8LFiwgLS0NgLCwMGbMmIGfX9MEX9oCVVX5ftth/vVTBhUOrewtzM/EU5f3ZGKfqD/9GklVVarWb8DyxedUrVlba58hNpbAq6YQcMUVGGK0fmeeciflvx6icks+Srmz9vg4P3z6heHVNwydr/FPzas1MXWKI/KfM1Dsdkq//4mK3/YiByQhewWCqkdNtnIfCjMSo3i80MrO8mq2ZFsY/+Yanrq8J9cMjhOvZYVWSQSjBEFoN1RVrQlGDY4Y3KgX7yWWNWirqUBoyEXAicblAN0uECV6zUWSJOL7DyJl+c8c3p3B5cYo/Ix+VDgrSC5I5sLuF5GT+wmq6qGsPJmQ4JEtPWVBEIRmo6oqr217jYX7FgLQLagbH477EH+jf/0HAhvnz2XTj9qqeVqPqOfrBKKqq3PZkXwDTmchAJ0THqJjh9ua9iLOpeOBqC0fal8HJzQ+EOVR+O3z3ezZUgBAQLgXk+7vj99Jzab/GIiKiIhgxowZ+PicPzdGjlirefTHXazZcyIb6qoBsTx9eU8CvP9ctpGqKFT+/jvF772PPT291j6fESMIuvEGfEePRtJp7RZchTYqVuViSymiplEVIHnp8Rkcgc/gyFZbgtdUZLOZkBuvJvh6hYrfVlL67XKQO6MLSQRkAvdV8S56skKCeKrEyhGnh0d/3MWKjAJevKo34X6il5TQuohglCAI7cae0j3kV2mNyMfENbJEr/h3APR6PwICBqCqKpkbtGaxEQldCIps+EWtcPaOB6MUj5vD6TvpH96fNYfXsKNwB4HDHq4ZZ7VuEcEoQRDatQ92fsCXGV8C0NG/I++Pe58AU8OlYJsXfs+GeV8D4BsUzNSnn6/TI8puP8KO5BtqFuuI73QvnTrd1cRXcA6pKix7tHYg6qbGB6JW/DeDfdu1oFxwtA9XzOyHT4DpxBhFYeHChTWBqMjISGbMmIG3d/sOdpxsUUoeTy5Iq8mGivA38eKU3lzU/c+t2KZ6PJQvXUbJB+/j2Luv5nHJ25uASVcQfP31mBITax53Hq6gYmUu1Rklx+8dAmCI8cV3eBTefcOQDA33B21PJFnGf9zF+F1yEZXr11Py/g9g7IE+vCcg0a3Ew3f48ovBw7uuan7LLOTSf6/hxSm9GZ8U1eD5BeFcEcEoQRDajVW5q2q2G9MvSlFcWCxaSnhw8Ghk2UD+/r1Y848C0F1kRTW7uJ690RuMuF1ODqZsp/9wLRiVV5mHxenEx6crVVV7sFq3tfRUBUEQms3Xu7/mnZR3AIj0ieSjcR8R6hXa4HHbf17IurmfA+AdEMjUp1+ocxPF6SwmOWUGdrvWF6ljh38QHz+zia/gHFJV+PUZ2Py+9nVQvBaICohp8NA/BqJC43y5YmY/vE4q6VIUhQULFrBr1y7g/AtE2ZxuZi1OZ962wzWPXT0wlqcu70mA19lnQ6mKQsWyZRTN+Q/OQ4dqHpf9/Qm+8UaCb7wBXWBgzeOOg2WU/56DY6/1xEkk8EoKxXdUDMY4v/O+9EySJPxGjsT3gguoWLGC4g8/R/LugyG6PxISf3XpGSf58F/Vyfc2J3d8tYPrh3bgqct7Yj7PAnhC6ySCUYIgtBtr8rSMps4BnYn1i21wfFnZjpqVhEJDjq2id7xET5LoNmJU80xUqGEwmYnp0YtDO5PJ2ZXCgEl31+xLLkqmU+Bgqqr2UF6egqI4kGVTPWcTBEFoexbvX8xLW14CINgczIfjPiTKt+HshZ2/LWPVFx8D4OUfwLSnXyA4uvZzn8tVRnLK37DZDgIQG3sTnTs/0rbfxK99DdbP0bYDO8Lffj6rQFRYBz+umNkP80nNrY9nRB0PRB0vzTtfAlEZR8q5d+4O9hdpzcODvA28enVfLun557KhqjZupPC112uV4+mCgwm++W8ETZ+OzvdEWwXnkUrKl2djzyo9cQJZwntAOH5jYtt9Kd7ZkCQJ/7/8Bb+LL6Zs8RKKP3oPfdRY9GHdMaoyd2BmKgbew8k3m3PYfqiUt6/rT2L4+dP7TGid5JaegCAIQlOw2C3sKtJePDa6RO/YKnogERIyBlVRyNqoZUrF9uiFX3DDd6WFP69j734AlBUWEOcJxShrd6h3FOwgMHAwAIrioLx8V0tNURCEP5g1axaSJJGUlNTSU2nTVuas5On1TwPga/Dl/UveJz4gvsHjMjesYcVHWiaVyceHqU8+R0hsh1pj3O4qUlNvpbJyNwBRUVfTtcuTbTsQtel9+P05bdsvCm5a3PhA1KcNB6IWLVrEzp07AQgPDz9vAlGqqvL5hmwmv7u+JhA1LCGYpTNH/6lAlD0jg5xbbyPn5ltqAlG64GAiHnuUxN9+JfTvf68JRLlLqin5NpPC/ySfCETpZXxHRBP5yCCCr+4qAlENkHQ6Aq+cTML3H+HVs5LqLe/gKcsDIAQdT+LFO6o37vwqJr61nnlbc1FVtYGzCkLzEcEoQRDahXV561CPNRMYHdu48rriYi0YFeDfD6MxmMOZ6VRaSgBtFT3h3OhwLBgFcDQjg6RQ7c1tcmFyTTAKEKV6gtCKzJo1C1VVa3rqCGcupTCFh9c8jEf1YNaZeefid+gR0qPB4w4kb2Xp26+DqmIwmZny6GzCOtYOYHk8DnbtupOycm212PCwCfTo/gKS1IZf+id/Bcv+qW17h8CMRRDUqcHDagJR22qX5p0ciFJVlZ9//pnU1FRAC0TddNNN50WzcpvTzT1zk3lmcTpOt4IswUPjuvL1bcOIDDi7htfukhKOPP4EB6dcRdX69YDWEyr07rvp/L//EXzTTcheXgB4qlyULtpH/uvbqU451ihdBp+hkUQ9MojAKzqjDxSNt8+E7ONDxEMP0PHTl5GV1VTv+Ayl2gpAH0nPJ6oPf3fpmTV/J/d/l0LVsb5ggnCuiTI9QRDahTWHtRI9f6M/fcP6Nji+ujoHm01rnBkaqq2il3Wscbms09Fl6AXNNFPhj8I7xuPl5091RTmHdibTf0x/dhTuYE/pHlySD17mDlTbc7CWbQHuaOnpCoIg/GkHyw5y7+/34vA40Ek6Xr/wdQZEDGjwuMMZaSx5/UUUjwedXs+kh58kumv3WmMUxU16+kwspVoQICR4NL16vYEkteEeMekLYPG92rYpAG5cAGHdGjxMUVR+/Wx3rUDUpPv71wlELV++nO3btwMQFhZ23gSiDpVUcfuX28nMrwAgOsDMnOn9Gdwp+KzOp3o8lH77LUVz/oNSrrVBQK8naNo0Qu+6E33oiYxzVVGp2nKU8v8dQrGdCIZ49Q3Df1xHDKFeZ39hAgDGjh2J++A9KlatouCFV5H9B2BIuBidrGMaJi5WDbydUsgVh9fx/o0D6RIhyvaEc6sN3x4RBEHQuBQX6/O0F90XxFyAXm44zn48KwogJGQsisfDnk3aOTr27oe3f8MrGAlNQ5JlOiRpAcSc9J30D+sHgKIq7CzaSWDgIACs1u2oqqelpikIgtAkiquLufPXO7E6rAA8PfzpRmX0FhzYx4JXZuN2OZFkmcvvf7SmzPk4VVXYnfkoRcUrAAgMGEzv3u8iy8ZTnLGN2PcrzL8NVAUM3nD99xDV8E0nVVFZ+VUme7cWAKcORAGsXLmSTZs2ARAcHMyMGTPOi0DU6j1FXPH2+ppA1MjEUH6+b9RZB6JsO5I5ePVUCv71XE0gyvfCC+n80xIin36qViDKcbCMwreSsS7cXxOIMiUGEn5vf0KmdxeBqCbmd+GFJCz8Hp9BvthWP4+7eA8AIZLMM3hzR7HCrW9tYFFKXgvPVDjfiMwoQRDavJTCFCpdlcAZlOgd6xdlMkXi69udnF2pVFdoL566iRK9c65D735kbVyLvbKCWFtgzeM7CndwVcQQjub/iMdTSWVlJn5+vVpuooIgCH9ClauKu369i7xK7U3fXf3uYkqXKQ0eZzmSx/wXnsZZXQ3A+LseIHHwsFpjVFVl376XyM9fAICfXxJ9+36ETteG39jnbYfvZoDiBp0Rrv0GOgxt8DBVVVnz3R4yN2ir44bE+DBpZt1A1Nq1a1mzRsuKDggIYMaMGfj5te/sEFVVeW/1fl5dnsXxdkG3j07g4Uu7odedeZ6Cp7ycgldeoeyH+TWPGWJjiXj8cfwuGlt7bIUT608HqE4tqnlMF2Qi8PIEzD1D2nY/s1ZO9vYm4tF/4n/ZBI4+8STVh0Iw9boa2ezPcAz0del579t0th208OTEnpj0bTiTUmgzRGaUIAht3upcbQU8WZIZGT2ywfEejw2rdTOgraInSRJ7Nq3TzqHT03lQwy90haZ18t39kqx9JAYmAsebmA+q2We1bj3XUxMEQWgSLo+LB1c9yG6L1lD8qi5XcUefhkuPK0stzH/h6ZobJhfdcgc9R42tMy4n50Nycj8BwNs7nn59/4te34YDKyX74etp4KoCJLjqY+hc97r/SFVVNszfR9pqLeAXGOHNFTP7Y/atHYjavHkzv/32GwC+vr7MmDGDwMDApr6KVsXu8nDftym8skwLRHkZdLw1vT+PXdbjrAJRlatXc2DiFTWBKMloJPSee0j4aUmtQJSqqlRtzdf6Qh0LREkGGf9xHYl8cCBevUJFIOoc8erTh/j5PxA4eRBVa/6FK2cDAN6SxEN4MXRzMXe/tYHDpbYWnqlwPhDBKEEQ2rw1edpdzT6hfQg0BzY43mLZgKI4AQgJ1Ur09m7dCEDHPv0w+/jWd7jQDALCIwiM1JYyP7QzmQHhWu+UtOI09KYYjMYwAEpFMEoQhDZIVVVmb5zNhiPaG78xsWN4cljDK9s5bFX8+OIzlBdppWbDr55O/0svrzPuyJEf2Lf/FQBMxgj69f0cozGkia/iHKoshK+mgK1Y+/qyV6HnpEYduuWng6T8mguAf6iZSff3x9u/dplicnIyS5cuBcDLy4sZM2YQEtKGf16NYKlycsPHm1mSegSADsHe/HjXCCb2jT7jc3nKyjjy6GPk3n4H7gLtd9NnxAgSfv6JsHvuRjafaDjuLqmm+ONdlM7fi2rXSvK8kkKIeHAg/hd3QDKIDJxzTTIaCbv7buLnfoFq24Rtw5sox/6v9UPPY/kq/31jE6szC1t4pkJ7J4JRgiC0abnluRwsOwjAmLgxjTqmxKJlUkmSkeCg4RzenUZ1eRkAXUXj8hZzPDsqLyuDPkHainp2j529pXtrVtWzWreKZYgFQWhzPkn7hEX7FwHQO7Q3r4x+pcH+hm6Xi8WvP0/RIe05rs/F4xl+9XV1xhUV/Upm1uMA6PX+9Ov3KV5eMU18BeeQowK+ngql2drXo/4Phvy9UYfuWH6IbT9rx/kGmZh0f398g0y1xmRmZrJ48WIATCYTM2bMIDw8vKlm3yodLK5iyrvr2XaoFIAhnYJZdPcF9IjyP+NzVaxcyYHLJ1K2cCEAsq8vkf96lrhPPsYYF1czTvWoVKw+TMGbO3Ds115jyf5GQmb0JOSGnuiDxAp5Lc3crSvx874j8MpRVK38F879v6GqCiZJ4haXAdtn6XyyeDeKIl53Cc1DBKMEQWjTjmdFAYyKGdXgeFVVKSnRglFBgUPQ6bxrGpfLOh2d/9CDQzh3OhwLRnlcLmKsJ5rHphSlEBigleq5XCVUV2e3wOwEQRDOzopDK5izYw4AMb4xvHXRW3gbvOs9RlUUlr7zBjlpOwHoPGgYF996Z51MqlLrVtLS70NVPciymb59PsLXt+FV5lottxPmzYCjKdrX/W+Ai55s1KHpa/PYuGA/AN7+Ribd3x//PzTCzs7O5vvvv0dVVfR6Pddffz1RUVFNeQWtztZsC1PeXU92iVZ2NalfNF/eNoQgnzNraq/Y7eQ/+yyH77wLd5FWauczahQJSxYTNHVqrd9Nd3E1RR+kUrb0IKpL0cYOjdRK8nq27wy0tkYyGgl/4H46fvEJSvlGqte+ilKpZbv1Rs+YDUV89OYmrFXOFp6p0B6JYJQgCG3amsNaMCrCO4KuQV0bHF9l24fdrvWRCAm9EEXxsHeLVjbRoXc/vHzbcH+NNi6uVx849mLWtj+PYLO2ok9KYQqBgUNqxpVat7TI/ARBOGHWrFlIkkRSUlJLT6VVSy9O5/G1WtaSj8GHty96mxCv+t+Mq6rKyi8+Ys/GtQBEd+vJX2c+jKyrXc5UWbmHnTv/gaI4kCQdvZPertVjr81RVfjpftj/u/Z1l7/A5W/WPC/UZ9/2QlZ9kwWAyUfPFff3IzCidsDv6NGjfPPNN3g8HmRZZtq0aXTo0KGJL6J1WZJ6hOs/2kypzQXAfRcl8uY1/c64ObV9zx6yp06j9Ju5gJYNFfXCC8R9+AGGk4J5qqpStSWfgv/swJmjrdKnD/Ui7B99CLqyC7JZrJ3VWnn370/CggX4XTq4JksKwIzEXwvdbH5xIxmZRQ2cRRDOjAhGCYLQZtlcNrbmaz2ExsSOaVTzy+NZUQAhwWPI252OrcwKiBK9lubl60dkgta4/NCuFPqF9QO0zChf3641jXhFE3NBaHmzZs1CVVXS0tJaeiqtVn5VPvf8fg92jx1ZknltzGskBiU2eNz2nxaQvHQJACGxHZj8yFMYjLVLzRyOAlJSb8Ht1pqa9+j+EqGhDTf3btXWvQEpX2vbMQNh6megM9R7CEBuhoUV/00HFfQmHRPv6UdIdO3ej8XFxXz55Zc4nVp2x+TJk+nateEbWG3Zlxuzue/bZJweBb0s8crVfXjwL93OqFG4qqqUfvst2VOn4di7FwCv/v2JX7iQwClX1jqXp9JJyZe7Kf1xL6pTy4byvSCaiJn9MSUENO3FCc1C9vYm6plniH37Tdx5K7Ctew2lSusl1csto/9sN6t/2C3aJQhNRgSjBEFoszYe3YhL0e72jY4d3ahjjgejzOY4vL3j2bNZK9GTZLnOMtnCuXe8VK8w+wB9fHsA2hu6AlsRAcdK9UQwShCE1s7msnHv7/dSXK29kXt0yKOMjGl4tdc9m9ez+utPAfANDmHKY7PrZOy63RWkpN6Kw3EUgM4J/0dU1JQmvoJzLH0h/Pasth3QAaZ/C0afeg8ByD9Yxi8f7ELxqMg6icvu6E1EfO0+SOXl5Xz55ZfYbFqZ2vjx4+nTp09TX0Groaoq76zcx1OL0lFV8DXp+ezmIUwbFNfwwSfxlJeTd9995M+ajepwgCwTetdddPzyC4yxtXuS2bMsFLy5A3tGCaD1hgq9NYnAiZ1Fg/I2yG/sWBIWLcTcI4Kq32fjPLgKAG8kOm8rZt3Lm6gurW7ZSQrtgghGCYLQZq09rJUwmHQmhkQNaWA0uN2VNYGMkJAxqKrC3s3HSvSS+uLld+aNPIWmdbyJOapKbOkf+kYda2Jutx/Gbj/aArMTBEFomKIq/HPtP8m0ZAIwvft0pnef3uBxR/dmsfSt10FVMZi9uPKfz+AfGlb73IqTXbvuprJyNwAxMdfRseMdTX8R51Ledlhwu7Zt9IPrvgPfhhuKW45U8dPbqbgdHpBg3C29iOsRXGtMdXU1X331FWVlWgPt0aNHM2xY+73xpKoqLy7N5NXlWslikLeBuX8fxsguoWd0HnvWHg5ePZWKFb8CoI+MpMNnnxJ2371I+hOldqpHpWx5NsWfpqNUajcHvXqHEjFzAOYuQU10VUJL0IeFEffhB0Q89jDO3T9g2zAHpVprgB9vdXPo1W0c3pTXwrMU2joRjBIEoU1SVbWmX9SQyCF46b0aOAJKSzeiqtqLpdCQCzmStZsqq/bE2nWYKNFrDaK79kBv0JqqqtkWDLJWopFamEpgwMCacWVl21tkfoIgCA15N+VdVuWuAuCCmAt4ZPAjDR5TVpjPgleexe1yIskyEx94lPBOCbXGqKrK7szHsJRqGb2hoRfTtcszZ1R21epYc2HudHDbQdLBtM8gomeDh1VY7Cz+TwqOKjcAF17XjcSBtQNYLpeLb7/9lsJCbXn6QYMGMXZsGy9lrIdHUXnsx118uOYAAJH+Zr6/Yzi9Y8+sRK7sp5/JvvZaXDk5APhedBEJCxfgM6T2TT9PhZPiT3ZRsTIXAMkoEzS1K8HXdUfn03B5pdD6SZJE8A3X0+mH79EHOKn6fTau3M0A+CrAwgPs/jAV5VhPMkE4UyIYJQhCm7Tbspuiaq2R4pmW6MmykaCgYTWr6GklesObZ6LCGdEbjcT06AXA4bSd9AzR3pSkFKbg798bWdYCVVYRjBIEoRX67dBvfLDzAwA6+Xfi1dGvopfrb9psr6zkxxdnUV2uZe9cfMudxPcbWGfcgQNvkJ+/EAB//34k9ZqD3MC5WzVHBcy9Fo6t3MWElyHxkoYPs7n46e1UqqwOAIZNTqDXqNplY4qisGDBAg4dOgRAjx49uOyyy9p24K4eLo/Cfd8m8+1WLTDUKcSb7+8YTmJ44xdlUV0uCl58iSP/93+o1dUgSYTdfz+xb7+FLjCw1lj7fisF/9mB44D2O6uP8Cb8nv74DIxotz/j85m5a1c6fT+PoGumYN/+CdVbPkB1VgLgd6Cc/S9toWp3SQvPUmiLRDBKEIQ26XhWFDQuGKWqKsUlqwAIDByKLJnYe6xfVFzP3nj7i+aarcXxUr2ywgL6GbQlyjMtmTgUBT+/3to+qwhGCYLQuuwr3cfj67SV83wNvvznov/gZ6w/GOBxu1j8xgtYjhwGYNDEKfQdN6HOuCNHvif70LsAeHl1pG+fD9HpGs4IbrUUBebfBgXHGuAPvQOG/L3BwzxuhaUf7MJypAqA3mNjGXBpx1pjVFVl+fLlZGRkANChQwemTJmCLLfPtz0uj8K93yTz806tfL17pB/z7hhOXLB3A0ee4C4pIeeWW7F8/jkAuoAA4j78kNA7bkc66eemqirlq3Ip/ngXSoWWDeM9IJzwu/thCG/89xPaHtlsJvLJJ4h9713U6gNU/TYbd/5OALycCqWfZ3BkbiaK3d3CMxXakvb5V1kQhHbveL+oxMBEon2jGxxfVbW3ptlrSMgYjuzJpLLUAkDXYQ03lRXOneNNzAHiLNqKSG7VTXpxOoHHmphXVO7G7a5siekJgiDUUeYoY+bKmdjcWpPsF0e9SHxAfL3HqKrKrx+/S2669oauy9ARjL7ub3XGWSzrycx6EgCDIZh+ff+L0RjStBdwrq16AfYs07a7/AUufaHBQ1RV5fcvd5OXZQUgoV8YI6d2qZOJs379ejZv1kqJwsLCmD59OgZD+ywbc3kUZn6bzLL0fAD6xgXy3T+GE+5nbvQ5HHv3kj3tGmxbtZ6aph496DT/B3xH1X5tpDg9WOZmUr4sG1RALxE0pQtBU7siG0WT8vOF39ixxC9aiPfAXlRvepvqHZ+hurRm5kpqETmvbcO+r7SFZym0FSIYJQhCm2OxW9hVvAs4gxI9y+qa7dCQC0+soifJdBkiSvRak/CO8TXN5HU5ZTWPa03MBx37SqGsPOXcT04QBOEPPIqHR9c+Sk6F1mPn7n53c2HchQ0et+OXRaStXAFAVGI3JtzzUK0sFICqqn3sSrsbVXUjSUb69H4Pb+9OTX0J51bGIljzqrYd2hWu+gTkhoMZmxcdYM9mraQvIt6fcbf0RJZrB6JSU1P59Vet6bafnx833HADXl5tOIOsHm6Pwv3fpfDLrmOBqNgAvrhlCAHejQ+8Va5bT/b063DlaY2oAyZdQae532CMja39vawOit5PpXqntjqkLthM+F398BkSKcryzkOG8HDiPv6I8EcewX10K1W/z8ZdqGUi6itdFH+cRsn8PSjVIktKqJ8IRgmC0Oasz1uPigqcQTCqeBUAXuYOmE0daoJRsT2T8A4IbI5pCmdJkmXikvoCUJC1hxgfrRdIamEqAQEDasaVWbe1yPwEQRBO9nbK26zLWwfAxR0u5h99/tHgMQeTt7H6y/8C4BsSyqSHn8RgNNUa43QWk5J6G253BQA9e7x8UkC+jSpIhwV3atsmf7h2LpgbXsk2bU0e25dp/Z8Cwrz461190P8hG+fAgQMsWrQIALPZzA033EBAQPsswXd7FB6Yl1pTmtcnNoAvbh1KgFfjA1Gl335L7u23o1RqWcZhDzxA1EsvIZtrZ1U5sssofDsZ17HSSFNCAOF398MY7dtEVyO0RZIsE3LLzcTP+w5DdCDVG97EnvI1qlvr5Va9tYAjr2+jOkP0khJOTwSjBEFoc473i/Iz+tE3rG+D493uypqG1yEhY8jfv5fKEu3unijRa5069NJ6Q9kryhmo6w5omVF6fQA+Pl0A0cRcEISW91vOb3y862MAOgd05vmRzyNL9b+8LsnL5ac5r6CqCnqTickPP4VPYFCtMR6Pg50778Bu1xpSJ8TfT2TkFc1zEeeKzQLfXgeuKkCCqz6G0MQGDzuUVsKauVkAmH0NXH5vX7z8jLXGFBYW8t1336EoCjqdjmuvvZaIiIjmuIoW5/YoPDgvlSWpRwBIivHny1saH4hSPR4KXnyJ/FmzweNBMpmIefPfhN7+jzpZTlVb8yn6aBdKpdYfymd4FKG3JonV8oQa5h49iJ8/n6Drr8eVvZqq32fVZElR6aLkiwxKvtmNp9LZshMVWiURjBIEoU1xK27WH9Gymi6IvqDBVYoASks3oKraC6mQkDHs3bJB2yFJJA4e1mxzFc5eXK8+NdvxZYEAWB1WDpUfqsmOKi9PQVFECrggtIRZs2YhSRJJSUktPZUWk1uey5PrtF5OvgZf5lw0Bx+DT73HVFdWsPCVZ3FWa72lJtz1ABHxnWuNUVWFjN0PU1aeDEBk5JV06nRPM1zBOeRxww+3QGm29vVFT0LXSxs8rORIJcs/TkNVQW+Q+evdfQj8Q6PsiooKvv76axwOLSNj0qRJdOrUqYkvoHVQVZUnFqSx+FggqmeUP1/dOrTRpXmKw0He/fefaFQeEkLHLz7Hf/z42t9HUSlbepDS+XvBo4JOInBKIkGTEpF04u2jUJtsNhP51JPEffA+klmlesObVO/4DMWl/Z2r3llM/uvbqdx8FFVRW3i2Qmsi/poIgtCmpBalUuHUShZGxY5q1DHHV9GTZSOBgUPZt2UjANFde+AbFNws8xT+nKComJpMAfMRe83jKUUpNU3MPR4blZW7W2R+gnC+mzVrFqqqkpaW1tJTaREOj4OHVj9EpUsrcXpu5HN09O9Y7zEet5uf/v0S1nyttGrE1OtPmZ178OBbFBb+DEBg4BB6dH++7ffl+W02HFipbfecBKMeavCQ6gonv7y7E5fdA8AlN/ckMr522Z3T6WTu3LmUlWn9BS+66CL69OlT51ztxcvLsvhum5Yt1z3Sj69vG0qgt7GBozSeigpyb/s7FSu0nlqmLol0+u47vPrWzjBX3QqW77KoWK2t8Cj7GAi7rTe+Q6Ka8EqE9sh3zBg6//wTfuPH487ZgO3Xp3HlaVnsarUb64J9FL6bgjO3ooVnKrQWIhglCEKbcnwVPQmJC6IvaHC8qqqUlGjNywMDh1J6pBBrgfZGQDQub70kSarJjrLuy8Zbp90JTylMqdUzxVom+kYJgnDuvbTlJXZbtGD4TT1v4uIOFzd4zKovPiYnLRWArsNHMeyqa+uMKSj8hYPZ/wHAy6sjfXq/iyyb6oxrU9IXwgbtmgjvBZPehQaCax6XwtL3d1FerN2MGHpFAp0HhNcaoygK8+fP58gRLUuof//+jBrVuJtUbdEHq/fz/ur9AHQK8ebLW4cS5NO4QJS7uJhDM26qWTHPe9AgOn7zDcbYmFrjFJuLok/SqE4tAkAf6kX4XX0xxbfP3ltC09MHBRH75r+JeeN1MEnYt35A9eZ3cVdrK1i7DldS+G4KpfP34qlytfBshZYmglGCILQpa/K0flFJoUmEeDW8tHVV1R4cDm2lmdCQC9m7eUPNPhGMat3ijvWNclRVMuhY36jUolTM5jiMxjAAyqyib5QgCOfWkv1L+GHPDwD0D+/PzIEzGzwmffVvpCz/CYDw+M6Mv3NmnWyn8oo0MjIeBkCv96Nvn48wGILqnKtNKd4Hi46VGJoD4NqvwFR/42tVVVn5dSZH92vZTl2HRDBwQt2ss+XLl5OVpfWSSkhI4PLLL2/7GWSnMW9bLi8uzQQg3M/El7cOJcyvcUFKZ24u2dddj2O3Fjz1vfhi4j75GJ2fX61x7lI7he+n4jyo/dyNHf0Ju7Mv+pD2uRqh0Lz8L7uMxJ+X4Dt2LO6jKVT/+jSOrF+09gqq1o8s/7VtVKzNQ3UrLT1doYWIYJQgCG1GflU+e0v3Ao0v0TueFQVav6h9x/pFhXfqTEB4ZNNPUmgycT1712x3qdCCT/us+6hwVdSU6lnLtqOqov+AIAjnxr7Sffxr078ACDYH8+roVzHI9ffrKTiwjxUfvQ2Al38Ak/7vSQymP6xY5ihi587bURQ7IJPUaw4+Pp1PcbY2xFkF826EY6X1XPkBBCc0eFjy/3LI2qTdRIpM8Gfsjd3rBJm2bt3K5s2bAQgPD2fatGnodLo652oPlqfn8+j8nQD4m/V8eetQ4oK9GzhKY8/KIvu663Dl5AAQcNUUYue8iWz6w8qNR7RsFXdhNQBevUMJu000Khf+HH1YGLHvvkP0yy+BrxfO3Qux/TYLZ2E6oJXulf18gPzXtlG1vUD0kzoPiWCUIAhtxvFV9ABGx4xu1DElFu0YL68OOMpNFOVkAyIrqi0IjIzGN1jLfvPLP9GofGfRTgICBwLgdBbWrDYlCILQnGwuGw+ufpBqdzUSEi+NeokIn/pXbLOVl7Ho9efxuFxIsszE+/+Jf2hYrTEej4Odu+6syeLt0uVxQkLGNNt1nBOqCj89AMdX1Rr5IHSb0OBhB1KK2LhQK0XzDTYx4Y4+6A21g0wHDhzgl19+AcDHx4frrrsOs9lc51ztwaYDJdw7NxlFBbNB5tObB9Mt0q/hA4HqXbs4dOMMPEXa6sEhf/87Uc89h6SvvfCLI7uMog92olRoJVO+I2MInt4dydA+g3vCuSVJEgGTJtFl2VL8r7wStaoQx4Y5VG9+F4dN+930WB2Ufr+Hgjk7qM4oETcZzyMiGCUIQpuxNk/rFxViDqFHSI8Gx7vdVVitWk+hkOAxNY3LARJFMKrVO7lvlO3gEWRVuzOeUphCYMDAmnFWUaonCMI58Nym5zhYdhCAO/veyfDo+p9HFI+Hn+e8TEWx1n9nzA231FopFLSStMysxyk/tnJedNQ04mL/1vSTP9e2/Rd2fqdtdxoFY59o8BDL0Sp+/TQDVDCYdPz1rr54+9fuiVRSUsK8efNQVRWdTsf06dMJDAxshgtoefsKK/nHF9twuhX0ssR7NwxkYMfGLbpSnZJCzs23oJSXAxD+yCOEP/RgnQwze5aF4k/SUB1ak/iAyxMIvDwBSW6f5Y5Cy9EHBRHz4gt0+Pxz5I6dcB9NwbniKewpX2F3agtBuAtslHyRQeE7Kdh2FYtMqfOACEYJgtAmODwONh/VUvJHxoxElhr+81Vq3YSqanf6QkJGs/dYiV5QVAwhsR2ab7JCkzleque02eitauUdKUUp+Pr2QJa1PhaiibkgCM1tyf4lLDmwBIBhUcP4R59/NHjMmm8+IydNK6/qfsEYBlw2qc6YnNyPyc9fCEBAwCC6dZvd9vse5e2AZY9q276RcPV/Qaev9xBHtZul7+/C5Tixcl5obO3eUtXV1XzzzTfY7VpT80mTJhEbG9v0828FSiod3PzZFsrtWlbwq1P7MLZbeANHaWw7dpBz620oldob/MhZzxByy811x6UWUfxFBqpLARmCpnbFb2RMnXGC0JR8hg6hy5JFhN5zD4pBjyt7Da7lj2LLWIDT4wS0JueWr3dT8MZ2Krcc1X5HhXZJBKMEQWgTtudvp9qt9TIYHdvIEr0SrURPkozo1USO7tUanXYZMrztv9g/T5ycRdCzSltWemfRThQkAgL6AVBWJjKjBEFoPofKD/HcpucArU/Ui6NeRCfXX8KUuX41239aAEBYh0785fZ76zzvlFjWsW/fKwCYzTH06f0Osty41dFaLZsF5t0EHidIOpj6GfjWH0RRFZVfP83AWmADYNBfO5HQ74+ljB6+//57SkpKABg1ahR9+vSpc672wO7y8PcvtpFr0V7zPDiuK1f2b1zQzbZ1Kzm3/R2lqgokich/PUvQtXVXbazcchTLt5ngUUEnEXJ9D3wG1l9yKghNRTYaCbvnbrouX4rvxIngceLZsxTHskeo2LsM+7GglLu4GuuP+zj6yhbKf8vBU+5o4ZkLTU0EowRBaBOOr6Knl/QNlkaAVvpwvHl5YOAgDu7YWbOvy5ARzTNJockFhEfgd6y/SlCh9li1u5p91n01TcyrqvbicllbaIaCILRnLo+LR9Y8gs2tBUqeH/k8oV6h9R5TcjiH5R/8BwCzjy9XnKJheXV1LmlpMwEFWTbTp/f7GI31n7fVU1VYdDeUac2yGfcsdGz4+XrrL9lk79R6x3TqHcKQv8bXGbN8+XIOHDgAQPfu3Rk7dmzTzbsVURSVh75PZUeOFYApA2K496LERh1btWkzOf+4HdVmA0ki6vnnCZo6tc64ijWHsf64D1SQjDKhN/fCq1cb/90T2iRDVBRxr75Cpx9+QD9gILhskP4jrl8ewpr+IxUu7e+uUuGifMUhjr60heLP06neXYLqESV87YEIRgmC0CasPaz1i+of0R8/Y8PNO6urs2saW4cEj6pZRc83JJSIzl2ab6JCk5Ik6USp3qEipGOZ2imFKQSc1DeqrGxHS0xPEIR27s0db5JRojXhvqnnTYyMGVnveJfdzuI3XsTtcIAkcdl9DxMYUXvlVo+nmp277sTttgLQo/uL+Pn1bJb5n1ObP4AsrbE43S+H4Xc3eMjB1CK2/qT14QqM8OaSW3rV6Ve0fft2tmzZAkBkZCRTpkxBltvnW5jX/pfFzzuPAjA0PpgXp/RuVCa3betWcu+4A7W6GmSZ6JdfInDKlXXGla/KpewX7ecteekJva035sSgpr0IQThDXkm9SPz6S2LfeRs6xoPHgW7vMvjlIazJX1BsL9UGKmDfbaHk8wzyX95C2fJsXPlVouF5G9Ykf8kVRcFmszXFqQRBEOrILssmp0K70zoqZlSjjjleogfgbRpAbkYaIEr02qLjpXpuu50Odq15a2pR6rEyPe1pzCpK9QRBaGJrD6/li4wvAOgV0ouZA2bWO15VVVZ8/A6WPO1GyLAp1xLfb2CdMbszH6OycjcAHeJuJTLyimaY/TmWtwP+96S2HdABJr0NDTzXluZXseJTLdBnMOmYcHtvTF61e0vl5OTw888/A9rKedOnT8dobOOljKcxb2su767SVhJMCPXhgxsHYtI3vKJd9a5d5N5xJ6rdrgWiXnmFgCvq/k6Vr8yhfFk2ALKPgfDb+2Dq4N+k1yAIZ0uSJPwuvpjuS38i5s03oXMXUD3oDq3DtOyfWNe8zIHiTJxodyU95U4qVuZS8OYOCl7fTtnybJx5lSIw1cacVTDKbrfz2WefMXXqVKKjozEajfj5+eHt7c2gQYN45JFHSE1Nbeq5CoJwnjq+ih6cQb8oixaMMhkjyM+woCrak5co0Wt7jmdGAfSpjgO0YJRe74evb3eAmlUTBUEQmkKRrYgn12vBFW+9N6+MfgWDzlDvMbt+W87utSsB6JDUl+FX1+3Vk5P7CQUFWiP0oKDhdO78SBPPvAXYy+CHm0FxgazXGpZ71Z9t47Qfa1huP9aw/G89CY72qTWmvLycefPmoSgKsiwzbdo0AgICmu0yWtK2bAtPLNwFQLCPkU9vHkygd8NBN/uePeSe1CMq+qUXCbj8r3XGlf+WQ/nyQwDIvgbC/tEbQ6RPnXGC0NIkWcZ//KV0/2kRse++C921rFGdZT9h697A8dNMDmYt4YizvOYYd3E1FStzKXwrmfxXt1G6cB/VacUo1e6Wugyhkepf2uIPqqureeWVV5gzZw5lZWV0796diy++mPDwcMxmMxaLhQMHDvDRRx/x+uuvM2LECF555RWGDxdLqAuCcPbWHNYCS9E+0SQEJDQ43uNxUFq6CYDgkNFkLd4IgJd/ADHd20EpxHkmIDwC/7AIyosKCC82QgjkVuRSUl1CYOBAKiszqKjYiaI4kGVTS09XEIQ2TlEVnlz/JBa7BYAnhz1JB//6V2AtOLif3z/7AACfoGAuu/f/kP/Q5NxiWc++fS8DWsPypF7/QZbP6KV466OqsGQmlGZrX1/8NMQNbuAQldXfZFGar1VVDJzQkYT+tRuWu91u5s2bR+WxFeEmTJhAx44dm3z6rUF+mZ07v96By6Ni0El8cONAOoY0HChyZmeTc8uteMrKAIh85plTZ0T9eojyX7XsctnPQNjf+2AI927aixCEJiZJEn4XjaX72AuxbdpE/udf4Vi9CsntIHT3Eti9hAL/GI52m0BoVG9ij62w7LHYqdp0lKpNR0ECY5wfpsRATJ0CMMb5IXu18b+57cwZ/Wt06dIFHx8fnnzySa6//noiIk696oKqqqxcuZJPP/2UsWPH8vbbb3Pbbbc1yYQFQTi/2Fw2thVoWS+jYkc1qsTOWrYVRdGWfg7wG8qhnZ8DkDhoaJ03B0LbENerN+mrCuCwFakLqLKWHdUrYBCHD3+Jojgpr0gjMGBgwycTBOFPmzVrFrNnz27paTSLuZlz2XBE6zM4MWEiEztPrHe8w1bFT/9+CY/LhSTLXH7fI/gE1s4MstuPkJZ+P1rDchN9er+H0RjcTFdwDm3/DNK1VQNJHAfD723wkPS1R9izpQCA2O5BDJlY9ybTL7/8wuHDhwHo378/gwYNarIptyYOt4c7vtpOUYW2StjsK5IY3Knh3wvXkSMcuuUWPMVa4/fwhx8m6Npr6owrW3GIit+OB6KMWkZUmAhECW2HJEn4DB9O5+HDcR09Ssm331H07Tz0ZaV4l+fReevHAOQEdqCg63hCY3rRAS90KqCCM6cCZ04FFWjl0/pwL4xx/hg7+GGM9kUf4Y1sFO8NWsoZBaOeffZZbrrpJnS6+v/BJEnioosu4qKLLmL27Nnk5OT8qUkKgnD+2nR0E25FS7NtbImepaZflEzZITMet3Z84hCRpdlWdejVh/RVv+JxOAkrN1MYaCe1KJURvU6UwZRZt4tglCCcI7NmzWLWrFmkp6eTlJTU0tNpMvtK9/Hv7f8GIMY3hseHPl7veFVVWf7eHKwFWtPpkdfOILZn7Z+HojjZlXYvLpeWadW9+wv4+fVqhtmfYwXpsOxRbdsvCq58HxpoLF54qJy18/YA4B1gZNwtvZD/0LB827Zt7NihLUoRExPDX//613bZ61FVVZ5amEZKrhWA64Z24Lqh9WfgAbiLi8m5+RbcR7TfudC77iLk1lvqjCtfmXsiEOVvJOzvIhAltG2GqCgiH7ifiLvvouLXX8n/YQGuTRuRFQ9B1hyCtnwIwGHvEHLiR6OL6UtiYDThzhPncBdW4y6sxra9oOYxXbAZQ4Q3hggf9OFe6IPN6IPNyL7GOgsqCE3rjIJRt9xS9w9dQxISEkhIaLisRhAE4VSO94syykYGR9af+n/c8X5RAQH9OLBO68Fg9PKiQ1K/Zpmj0PxiT+oblWSL4ffA/aQUpmAe+ABmUzR2xxGsZdtpn0UcgiCcCy6Pi8fWPYbD40BC4vmRz+Nr9K33mJTlP7H32GqtCQMGM3jilDpj9u57kfLyFABiYq4nKnJyU0/93HPZYf5t4LaDJMNVH4NPaL2H2KtcLP8oDcWtIskSl96WhLd/7b5IOTk5/PKLtiKfr68v11xzDXp9+yyr+WrTIeZt07K/BnYMYtbEhgOUSlUVubffgfOQ1v8p+KabCL33njrjKtbnUb48GzieEdUHQ6hX001eEFqQZDTif9ll+F92Ge7SUir+t4KCBYtQUpORVJVgWwnB6QsgfQFuSWZzeA+KYgfiHdGFjgERdHBJGNwnGp17LHY8Fjv23Zba30gvow82oQ8yI/sZ0fkZ0flrn2U/I7KPAdlLj+ylF0Grs9Q+/7oLgtAuqKrK2sNaMGpw1GC89A2/kLLbj1BVtReAoMCRbExeB0B8v0HoDfU3nxVaL//QMAIjorAWHCWm1AeiIaMkA5fiIiBwEPaCxZSV7UBV1XZ5B10QhOb3dsrbZFoyAbi1960MjKg/07Iw+wCrv/ovAH6hYYy/+0GkP2QG5ecv5vBhbUU+f78+dO3yRDPMvAX8OgsKtZXwGP0wdBpZ73BVVfn9i92UF2sl9MMmJxDdJbDWmMrKSr7//vtaDcv9/dvnam9bDlqYvUT7+UX4m3jv+gEY9fVnlakuF4fvfwB7ejoAAVdNIfzRf9Z5zqvamk/ZkgMAyD56wm5LEoEood3SBwURdM00gq6Zhis/n4rff8fy+2ocWzYjOx3oVYWeBelaJifgkWRSA2LIje5LdUgiQSGxdPQNIMYj42/3IJ28GJ9bqcmkqpcEklmPzluPZNYjm3RIJp322axHMuqQDDKyUUYyaNuSQUbSy6CXkfQSkv7Y1zoZSSch6aSabWTpxGdZAp3Ubl7rnnUw6tlnnz3tPlmWCQwMZNCgQQwbNuxsv4UgCOe5vda9FNi0NNpRMaMadUxJTYkeOEsjcVZrTyCiRK/ti+3ZG2vBUfRHq5B6gB07eyx7CAwYSEHBYlwuCzbbQXx8RDauIAhnZlv+Nj5N+xSAHsE9uKvvXfWOd9nt/DTnlZo+UX+992G8fP1qjams2svuTK3MT68PJCnp7faxyMK+32Dze9p2zCAY3fCKgCkrcjmYqvU36tQnlP7japejKYrC/PnzqaioAGD8+PF06NBwyVpbVFBu566vt+NWVIw6mfdvGEi4v7neY1RV5egzs6haq92g8xkzmqjZs+u8IbWlFFL6o3ZDTjLrCb2lN4YIsWqecH4wREYSfN11BF93HYrDgW3LVirWrKF09RqkHC2bUKcqdLPm0s2aW3OcXWcgyz+a7MA4yoI74faLwtcvlCj/QOJ0ekIV8HGpmBwKpwwBqaBWu3Gfy9X7JECWQDoWoJLRPkvaNtKxgFXNNrX2GeP8CL6667mb72mcdTBq1qxZSJKEqqp19h1/XJIkxowZw+LFi/H1rT/NWRAE4Y+OZ0XBGQSjjpXoGQzBHE4uBEDW6Ynv1z6bn55P4nr1Jm3l/1CdbkLLjBQFOUkpSuGK2BPZC2Vl20QwShCEM1LhrODxdY+jomLSmXhp1EsYdPVn0v7+2YeUHtFKrEZcfV2dlVrd7kp27bobRakGJJJ6vYGXV0xzXcK5U1UCC+/Utg0+MOVD0NX/diL/QBkbF+4HwC/EzMU39agTRFm5ciUHDx4EoHfv3gwe3Liy/LbG7VG495tkiiu1Jjb/mtyL/h2CGjgKit96m7IffwTA3KsXsW+8gfSH8sXq9BIs87JABckoE3pLL4wx4v2XcH6STSZ8R43Ed9RIop54HLfFQnVyMrbtOyjfshXX7gwkjwcAs8dFj9JD9Cg9BAfX1ZzDKes56hPCdp9QirwCKPEKwu4Thts7GLwCMZh8CTabCdfrCNbJBEoyPkiYVTArYFRUDG4VnUdF9tSNmfwpKuDRurSrJz3UWDo/Y8ODzoGzDkbt37+f8ePHc8sttzB9+nQiIiLIz89n7ty5/Pe//+Xrr79m79693HnnnTz11FP8+9//btR5KysrefLJJ5k3bx4Wi4Xu3bvz6KOPcu211zZ88EmefPJJnn/+eXr16kVaWtrZXKIgCC3seL+oTv6dGlxWG0BRXFgs6wEIDrqAddu2ANChd19M3qJpZ1sX2+NEU+D48mCKgvJJLUzluu7XotP54vFUYi3bTnT0tBacpSAIbc1LW17iaJXWDPrBgQ+SEFh/QDtzwxrSVv4PgLievRly5dRa+1VVZXfm49hsWgAmvtO9hISMaYaZn2OqCkvug8pjjX8nvAwhnes9xGFz8b+P01EVFVknMf4fSZh9agf6srKyWHss4ycsLIyJEye2mxKUP3pjxR62ZGt9aaYNiuWawQ2/timdN4/id98FwBAXR9wH7yP71M52su+3UvLNblAAvUzITb0wdWifJY6CcDb0wcH4XXwxfhdfTASg2O049u7DkZWJfXcm1bt3U707E6naVnOMUXHTsaKAjhUFpz1vtc6I1eRLmcmXo0YfKozeVBq8qTSYqTR6U2UwU6X3wm4w4dKbUfUmFL0Xqs6Iqjeik3QYJAkfWcZHL2OWZcw6Sfssy5gkCZMsYZDAIEk1H3oJ9JKEDtAjoZNAd+xrGZA5sX08Ier44zIg+ekJa8afd2OddTDqvvvu48Ybb+Sf//xnzWMdO3bk0Ucfxe128/TTT7N06VL279/PJ5980uhg1JQpU9i6dSsvvfQSXbt25ZtvvmH69OkoisJ1113XqHOkpKTw2muvERERcVbXJghCyyt3lpNSmALAyJj6e1HUHFOeisdTCYDO1ZUqq9YENXGQKBduD/xDwwgIj6CssID48kC2kE9qUSqSpCMgoD8Wy1rKyra39DQFQWhDfs/5ncX7FwNwQfQFTO8+vd7xZYX5rPjwbQDMfv5MuPchZLn2KtN5ed9QWPgzAMHBo4iPr9tguk1K/hIyf9K2u18O/W+od7iqqqz8KpMKi9YnasSURMI71g6QlJaWsmDBAgCMRiPXXHMNRmPruGPf1FZmFfLuKi1A2S3Cj9lXNLwKZeXq1eTP1lqj6AIDifvwA/ShtRvFO/MqKfkiQ8uS0EmE3NgDc+fAJp+/ILQnstmMV+8kvHqf+H+oKgruwkKc2dk4sw9pnw8dwpmTgyu/ALWqss55vDxOvGwWomyWOvsawyPJOHQG7DojDp0Bl06PQzbg1BlwyXqcOj0uWfuwybqabZeswy3r8cgyLlmPR5Jxyzo8kg63LOOWdCjHPntkGY+kwyPJKJKMR5bplBDNG/Q4659fUznrYNSqVau4//77T7lv+PDhvPzyyzXbzz33XKPO+csvv7BixYqaABTA2LFjOXToEA8//DDXXHMNOp2u3nO43W5uvvlmbr/9dlJTUykuLm78RQmC0GpsOrIJj6qlz46KbWy/qNU124WZ2rFIEomDRTCqvYjt0ZuywgK8ClxIveBI1REKbYUEBgzEYlmLzXYQp7MEozGkpacqCEIrZ7VbeXaj9kbfz+jH7BF1e/CczON28/OcV3Eeu3M+/s6Z+AXXDgxUVGSwd5/2utdkiqRXzzeQpPpfu7YJJfth6aPatm8kXPGWdru9HhnrjrB/RxEAnXqH0Oei2Fr7XS4X8+bNw27XglWTJk0iNLT+FfnaqiPWah78LgUAb6OOd64fgJex/t8L+5495D3wIHg8SCYTce+/hyk+vtYYd0k1xZ+moTq01zzB07ri1S24Wa5BENo7SZYxREZiiIzE5xR9rz2Vlbjz83EdzcddkI/bUoqnpAS3xXLic3kZSlk5SlVVo76nTlXwdjvwdjua+nLqlX24B3BmlWfN4ayDUUajkeTkZC6++OI6+7Zv315zV0NRFHx8Gtc4b8GCBfj6+jJ1au1055tvvpnrrruOzZs3M2LEiHrP8dJLL2GxWHj++ee5/PLLG3k1giC0NsdL9Lz0XgyKaFy/p+P9onx9e5K+eBcAUV264RPYcD8GoW2I7ZlE+upfwekmuMJISYCT1KJUBgac3DdqO2Fhf2nBWQqC0Ba8uOVFSuwlADw65FEifOrPqN/4wzcc3ZcFQP8JE+k8cGit/W53JbvS7kVRnEiSjl693sRobAeBAcUDC24H17E3V5PfBe/6r6skr5K187RG2j4BRi46RZ+oZcuWcfSoVh45bNgwevXq1fRzbwVcHoV75yZTanMB8OKU3iSG19/LyW2xcPjOu1BsWuAz+rVX8erXr9YYT6WT4v+moVRq5w24PAHvvuFNfwGCIACg8/VFl5iIKTGxwbGq242nogKlvBxPZSVKVdWxD5v22WZDddhRqu2o9mqUajtKdTWq04lqt6M4HagObVt1uVCdThSX89i2C9XlAtexz2ehS3TgWR3X1M46GDV58mSeeeYZAgICmDp1KoGBgVitVr777jueffbZmh5Pu3btIrER/2AAaWlp9OjRA/0fGvL16dOnZn99waiMjAyee+45fvzxxzNumF5YWEhRUVGtx/bt23dG5xAEoWkoqsK6PK2B4NDIoRh1DafsO53FVFRo/eG8jf0pPboDECV67U1czxPp1NEWby0YVZjKRbF3IUk6VNWDVQSjBEFowG+HfuOXg1op94WxFzIxYWK94w/vTmPzwu8BCOsYz+jrbq61X1VVMrOeoro6G4CE+PsJCmwnTbg3vg2Ht2rbQ++AxLo3ok/mcnpY/nE6HpeCJMG4W3vh5Vv7eXzXrl1s366VVcfFxTFu3LhmmXpr8NryLLYfKgVg+pAOTOpXfyN71ekk776ZuPLyAAi7/378//DzURxuij9Nx12iZZX5jYnFb2Q7aJAvCO2EpNejDwqCoOa9Ia6qKng8WpDK7UZ1u+HYZ/XY43g82rbbrW27Pci+rWOVzbMORr3xxhvs2bOH22+/nTvuuAO9Xo/b7UZVVS644AJef/11AGJiYnjmmWcadc6SkhISEuo2jQwODq7ZfzqKonDLLbcwZcoULrvssjO+nnfffZfZs2ef8XGCIDS9TEsmxdVaiW1jS/SONy4HqMg58Qc2cfDwpp2c0KL8wyLwDQmlsqSYhIpgdmElpSgFnc4bX9+eVFTsoswq+kYJgnB6pfZSnt2klef5G/15evjT9ZbnOWxVLH3nDVBVdAYDl937f+j/0NfoyNF5FBRovaeCg0fRseMdzXcB51JRFvz+vLYd3Bkubvg1/brv91J6VMuiGnRZJ2K61n4zVlJSwpIlSwDw8vLi6quvbrANR1u1MrOQD9YcAKBHlD/PTOxZ73hVVTn67LPYtm0DwH/iREJu/0ftMW6Fkq9248rT+td4DwjHf3ynpp+8IAitniRJoNfXWV2zrTjrWQcEBLBmzRqWLl3KmjVrKCkpISQkhDFjxjB+/PiaJ/UzXQWvvhcD9e1744032Lt3L4sXLz6j73fcXXfdVac8cN++fUyePPmszicIwtlbe3htzXZjm5eXlGglejqdLwc3HwEgJLYDwdHiTmF7IkkScT2S2L1uFYFFEqiQUZKB0+MkMGAgFRW7KK9Iw+Oxo9OZW3q6giC0Qi9ufhGLXWs2++iQRwnzrn9Nod8//YDyokIARl9/M6FxHWvtr6zMYs8e7Yam0RhOr56vIUlyM8z8HPO4YeGd4HEAklaeZ6x/Zdr9OwrJWKs9B0clBjDosk619rvdbn744QecTicAV155JQEBAc0x+xZXVOHg4R9SAfAx6nj3+gGYDfUH3Uq/+IKyH+YDYO7Th6jn/lXr/Y+qqpT+uBfHXqs2plsQQVd1aberDwqC0L79qRCaJElcdtllZ5WJdCohISGnzH6yWLQXDMczpP4oJyeHp59+mpdeegmj0YjVagW0JzxFUbBarZhMJry8vE77vcPDwwkPF3XWgtAaHO8XlRiYSLRvdIPjVVWp6Rfl7zOQ7fu01WpE4/L2KbanFoySHG6CKgyU+rvYbdlNZOAgcg9/hqq6KK/Y1X5KZARBaDIrDq1gafZSAMbGjeXyhPr7i2ZtXEvGmt8B6NinP/0vrT3e47Ed6xPlAGSSev0bo7GdNOHe+BbkHcs0HX43dKj/ObWy1M7KrzIBMHnrGXdLL2Rd7aDcihUravpEDR8+nK5duzb9vFsBVVV5+IdUiiu1oNu/JicRH1p/WUzl2rUUvPwKAPrISGLffgvZZKo1pmJlLrYdWmDUEOdH8PU9kHTtIPApCMJ56Yz+elU1siv82R7Xu3dvdu/ejdvtrvX4rl1aI+KkpFMvgXrgwAGqq6uZOXMmQUFBNR/r169n9+7dBAUF8dhjj53V3AVBOLdK7aXsLNoJwKiYxpXoVVRm4HJpQWtnaWTN46JfVPsU26N3zXaERct+SilMIfDkJuaiVE8QhD+w2q08t0lb6S7AFNBgeV5FSTG/fvQOAGY/f8bfeT+SXPul8549/8Jm026AxMffR1BQO3neKcyElS9o2yGJcNGT9Q5XFZVfP9uNw6a9hh97Q3f8gmtnp+7evZvNmzcDWhuPUy2C1F58viGbVVlaL9or+kZzZf/6s7Sdhw6R9+BDoChIZjOx77yN4Q83yW2pRZT/7xAAuiAToTN6IjewIp8gCEJrdkbBqPj4eP79739TXl7eqPFbt27liiuu4I033mjU+CuvvJLKykrmz59f6/HPP/+c6Ohohg4desrj+vXrx8qVK+t89O3bl06dOrFy5UruueeeRs1BEISWteHIBlRU4Az6RR0r0QM4kloNgG9wCBEJjVs8QWhbgqKia1ZI7FjmD0BqUSomUzhmcxwA1rJtLTY/QRBap1e3vVpTnvfYkMcI9Tp9BpOqKCx799/Yq7S+PH/5+z34BofUGlNQuJQjR+cBEBg4lPhOdzXTzM+xmvI8J0gyTH4PDKevLgBI+TWXvCytSXePEVF0HlA7kGK1Wlm0aBEAJpOJq6++us6CRe1FVn4FLyzVMsRiAr341+SkeoOeSnU1h++biVJRAUD0Sy/i9YeVBR2HyrF8r63kKJl0hP6tFzq/hhd3EQRBaM3O6Fngtdde44knnuDJJ59k4sSJjB07lgEDBhAeHo7ZbMZisbB//342bdrEokWLyMjIYNq0adxyyy2NOv+ECRMYN24cd955J+Xl5SQmJjJ37lyWLVvGV199VdPc8NZbb+Xzzz9n//79dOzYkcDAQC688MI65wsMDMTtdp9ynyAIrdPxEj0fgw/9wvs16pgSi3aMl7kTO3dojUITBw+rcwdbaB8kSSK2RxJZG9cSXmICFVILU1FVlcDAgeTn51JWtgNVVdpH3xZBEP60DUc2sHi/1ld0dOxoLouvv8XEjqVLyEnT+v0kjR1Hl6G1V3O224+Qmfk4AHp9AL16vo4ktZMslQ1z4Ii2Ii3D74G4IfUOL8qpYNMiLTssIMyLkdO61Nrv8Xj44YcfsNu1ld8mTZpEUDOvMNVS7C4P981NxulWkCV489p+BHgZTjteVVWOPvMMjiwt0BR86y34jx9fa4y7pJqSL9LBrYIMITf0wBDROlbCEgRB+DPOKBg1Y8YMpk6dymeffcb777/PvHnz6kT6VVWtWRnjs88+Y+DAgac526n9+OOPPPHEEzz99NNYLBa6d+/O3LlzazVC93g8eDwebSlDQRDaDY/iYX2etireiOgRGOTTv4A7zu2uoKxMe9EsOzujeLTGqYmDxCp67dnxYJTO7iGg0kChVEh+VT4BAQPJz1+I211GlW0/vj5dGj6ZIAhnbNasWW1mFeJqdzX/2vgvALz13jw59Ml6M1VKDueydu5nAARERDL2pr/X2q+qHtLTH8Tt1ioFevR4EbM5qnkmf64V7YFVL2nboV1h7BP1Dnc5Paz4bzqKR0WSJS65pSdGc+23F6tWreLw4cMADB48mJ49619Rri17aWkmWQVahtM9YxMZ3OnU/W6PK507l/LF2sqC3kOGEP7AA7X2KzYXxZ+lo1Rp5Y+BkxMxd2mfgTxBEM4/Z5wf6+XlxZ133smdd95JXl4eGzZs4MiRI1RXVxMaGkr37t0ZOnQoBkPDbyJPxdfXlzlz5jBnzpzTjvnss8/47LPPGjzXqlWrzmoOgiC0jLSSNKwOK9D4VfRKSzeiqtqLtJK92p80k48PsT1P3WNOaB9O/veNtJgo83ORUpTCqLCT+0ZtE8EoQWgms2bNYtasWaSnp5+2p2dr8V7Kexyu1IIh9w24jyjf0weOFI+Hpe+8gcflAkliwl0PYvSqvYJcdva7WMu2AhATPZ3wsEubb/LnkqLAkplaeR4STHoXDPWvSrrhh32U5tsAGHJ5JyLja6+Md/DgQdau1bKXIyIi+Mtf/tIsU28NVmUV8tmGbAD6dwjkvovrf/6xJSdT8KIW+NNHRBDzxuu1lmdXPSol32TiLjrWfmB0LL5D2knQUxAEgT+5ml5MTAxTp05tqrkIgnCeW3t4bc12Y4NRJcf6RUmSkQMb8gFI6D8YXTvtRSFoQmI74OXnT3VFOVGl3mR1rCS1KJXxnS5Fr/fH7S7HWradmJjpLT1VQRBaUEZJBp9nfA5An9A+XNvt2nrHb1n4PQUH9gIw6PIrieleO4vHWradg9lvAeDt3ZkuXerPHGpTkr+AnA3a9pB/QFz9K5Jm7yombU0eAFGdAxgwvlOt/TabjR9//BEAvV7PVVddddY3q1s7q83JIz9oi6/4GHXMuaY/+npWuXMXF5M3835wucBgIObNf6MPrd3DrGzpQRz7rAB49Qoh4A8/X0EQhLZONNMQBKHVWJe3DoDuwd0J9w5vYLRWFny8X5RJ1w2nTVtCOXFwO1nNSDit432jAGJKvUHVVtSTJJmAgAEAlJWJFfUE4XzmVtzM2jALRVXQS3qeGfEMOvn0fZ0KDu5n4/y5gBbwvmDaDbXP564gPf0BVNWDJBlJ6jUHna7+xt5tRkU+/O9pbds/Bi5+qt7h9koXv3+pNek2mHVccnNPZPlE6aOqqixevJiKY025L730UsLDG35eb6ueWpROYYUDgGeu6EWHEO/TjlXdbvIe+j/chYUARDz6T7z79681pmp7AZXrtECfIdKHoGndkOTTl5YKgiC0RSIYJQhCq1BcXUx6SToAo2Iat4qezXYQu10rvbDlBwKgMxjo1HdAs8xRaF2Ol+oZqlX8bHoyLZnYXDYCA7RSverqHByOopacoiAILeirjK/YbdkNwM1JN9M1qOtpx7pdLpa98waKx4Os0zHh7gfRG2uvVpaV9Qx2uxYgSEx8BD+/Hs03+XNt6T/BUaZt//V1MPnVO3z1t1lUl2s3gEZf0xX/0NpBue3bt5OZqQWrunfvzqBBg5p+zq3EktQjLEnV+lVe0iOCqQNj6x1f/O572DZvBsD/iokEXXddrf2OnHJKF2jZebK3npAZPZFN7aQ5viAIwklEMEoQhFbheONygFGxjQtGWSxrarZztmiNZDsk9a3T30Non45nRgFEWsx4VA/pJekEBJx40yOyowTh/HS44jDvpLwDQCf/Ttze9/Z6x2/8/muKcw8BMPTKa4hISKy1v6DgJ/ILFgEQEjyauNi/Nf2kW0rWUshYqG33nAzdJtQ7fO+2AvZt07J6OvUJpduwyFr7CwsLWbZsGQB+fn5cccUV9TaMb8sKyu08tSgNgGAfIy9O6V3vtVZt2kzxe+8BYEzsTNSsWbXGe8odlHy5u2blvODre6APrr9vlyAIQlslglGCILQKa/O0cjt/oz+9Q3s36piSY8EovS4Ea66WHi9K9M4foR06YvLRlreOLDEBkFqUir9/HyRJ60tiLdvWYvMTBKFlqKrKC5tfwO6xA/D08Kcx6UynHZ+XtZuti7XeRuHxnRl65bRa++32o2RmaWVrBkMQPXq83H6CK44K+PkhbdsUABNernd4VZmD1XOzADD7GLjw+m61fhYul4v58+fjdmsLi0yZMgVv7/Z5g0hVVf45fydWmwuA5ycnEeZ3+t8zt8XCkUceAVVFMpmIeeMN5JN+NqpLoeTL3SgVWsZZ4MTOmDsHNus1CIIgtCQRjBIEocW5FTcbjmhNU0dEj0AvN9x83ONxUFqqpbl7KuIACSSJzgOHNudUhVZElnXEdO8FQLTVp6ZvlE5nxs9Py5qyWre25BQFQWgBv+f+XnODY1LnSQyOPH0jbpfTwfL3/o2qKuj0eibc/WCtBTBUVSFj9yO43Vr2bfduz2MytaPeR78/B+Va6SF/eRb8Ik87VFVVVn2ViaNKCzSNua4bPgG1gy+//fYbBQUFAIwaNYr4+PjmmXcr8O3WXFZlaaXgV/aPYULv0690pyoKRx577ESfqMcfx9z1RNmoqqqULtyHM1frseUzOBKfYWLlPEEQ2jcRjBIEocXtLNpJhVN7AdbYEj1r2VYURbvrXZjuASCqSzd8AoOaZ5JCqxR3rFTPyybhW60npSgFVVUJDNRK9SoqMnC7K1tyioIgnEM2l42XtrwEaJm2Dw56sN7xG+Z9TelRrd/PiGk3EBrXsdb+3MOfU1qq3SyJiryK8PBLm2HWLSRvB2z+QNvuMAL6z6h3eObGo2TvKgGgy+AIEgfWDsrt37+fTZs2ARAdHc2FF17Y5FNuLXJKbDz3UwYAkf5mZl3Rq97xls+/oGq1ls3tN2E8gdNqr0ZetSUf23YtiGfs6E/gpM7tJ/tOEAThNJolGJWbm0tOTk5znFoQhHbo+B1sgAuiL2jUMZaS4/2iZPLTjpXoDRIleueb2J4nSjojLCbKHGVkl2cTGHg8E0KhrCy5ZSYnCMI59+HOD8mvygdg5oCZBJuDTzv26L4stv+0EIDIxK4Mmnhlrf2VlXvYv/8VAMzmOLp2rX+FuTZF8cDPDwIqyAaYOAfk078tKC+pZu08ram2t7+R0dfWbgZvs9lYuHAhAAaDgauuugqdrn023VYUlf/7IZUqp3Yj7JWr+xDgZTjt+Opduyh84w0ADDExRD37bK1Ak/NwBdbF+wGQ/QyE3NADSS/yBQRBaP+a5S9dQkICCQkJzXFqQRDaobWHtWBUUkgSIV4hjTrmeL8o2R2Hx6m94BX9os4/4Z0SMHppqzhFWrQmrymFKTUr6oGWRScIQvu337qfz9M/B6B3aG+u6nLVace6XS6WvzcHVVWQdXouvWMmsnwieKIoTtIzHkJRnIBMr56vodfXv8Jcm7LjczhyLFB/wX0QdvqVBlVVZeWXmbjsWvBl7I3dMfsYau3/6aefqKjQMpzHjx9PSEjjnsvboq83H2LLQQsANwzrwOiuYacd66msJO/Bh8DlAr2emH+/gc7vxO+Rp8pFyVe7waM1LA+5rgc6P+NpzycIgtCeNEswasaMGdx4443NcWpBENqZgqoCskq1ZqiNLdGz249QVaXdoS3P0QIRwdGxBEfXv5yy0P7IOh3R3XoCEGnRfhdSi1IxGALx8dHeXFmtoom5ILR3qqry/ObncatuZEnmiWFPoJNPn5mzecF3lBzWsviHX3VtnfK8AwfnUFmplWF16nh7Telvu1BVDL/O1rYD4mDUQ/UO373hKIczSwHocUEUnXqH1tqfmppKRob2s+rWrRsDBgxo+jm3EodLbby0NBOAmEAvHp3Qo97xBf96DlduLgDhDzyAV58+NftURcXyXRYeq5bdHTAhHlN8QDPNXBAEofVpuEvwWfjkk0+a47SCILRD6/LW1WyPjBnZqGMslhPHHEmxA14iK+o8FtsjieyU7fjZdHjbdaQUpgAQGDiYqqo9lJenoChOZFncbRaE9uqXg7+wNV/LgpzWdRq9Qk7fw6cw+wBbFn4PQFinBAZPurrWfmvZdg4d+hAAP79exMff10yzbiG/PgN2q7Y9/iUw+px2aJXVwfof9gHgE2Dkgqu71NpvsVj45ZdftP0+PlxxxRXttteRqqo8viCtpjzvxSm98TWd/q1U+bLllC1aBIDPiBEE3/y3Wvsrfs/BsUcL8nklheA7MqZ5Ji4IgtBKiYJkQRBa1PF+UUGmoHrfPJys5Fi/KEn1xlaslWZ1Fv2izltxPZNqtiNKTOwv20+Zo4zAAC2TQVEcVFSktdT0BEFoZhXOCl7d+ioAweZg7h1w72nHetxulr83B8XjQZJlLr1jZq3V8zweGxkZ/wcoyLKRnj1fb1+B7JzNkPyVtt3lL9D9r6cdqqoqq+dm4aw+tnre9d0xeZ38s/KwYMECnE4nAJMnT8bH5/SBrbZu/o481uzRVs+bOjC23vI8V0Eh+c88A4AcEEDUiy8indSTy76nlPLftMw8fagXQVd3bbdBPEEQhNMRwShBEFqMy+Ni01Ft5Z0LYi6ot6TiOEVxYyldD4CjJAxUCZ/AIKIST9/vQmjfIhIS0Ru15cWP943aWbSzVlmN1Sr6RglCe/VuyruU2LVV3v5v0P/hb/Q/7dhtS36kMFtrFj1k0lQi4jvX2r9v3ytUV2tBgoSEh/D16VLnHG2Wxw2/HCvJ05lgwstQTwBk3/ZCDqYWA9rqefF9apfnrV+/ntxjJWhDhgyhS5d29LP6g8JyO88uSQcgzM/Ek3/tedqxqqpy9PHH8ZSVARA1exaGiBMrD7qtDizfZoIKkkEm5IYeyOZmKVYRBEFo1c4oGCXLMjqdrlEfer34oyoIQv2SC5OpclUBMCqmcf2iKip24naXA1CQoaXKdx40tNYdR+H8otMbiO7aHYCI403Mi1Iwm6Mxm7WyB9E3ShDap/3W/czNnAvAwIiBXJ5w+WnHWo4cZuMP3wAQHBPHsKuurb3fsp7DeV8CEBgwmA5xNzfTrFvItk8gf5e2PfIBCD79YkPVlU7WfrcHALOvgVHTageajh49yqpVqwAIDQ3lkksuaZYptwaqqvLUojTK7VqG2HOTkwjwPv3qeaVff0PVeu2mWcCkK/AfP/7EuTwqlm8zUWzauYKmdMEQ2X6zyQRBEOpzRhGjp59+WqSQCoLQZI6X6MmSzIjoEY065niJHkDZIS3wkChK9M57sT2TyElLJbDKgNkhk1qYCmhvKPPteVjLtqOqCpIkgpaC0F6oqsrLW17Go3qQJZnHhjx22tepqqKw4sO38bjdIElcesdM9IYTAQWXq5yM3Y8AoNN507PnK0hSw9m6bUZFAfz+nLYd1AlG3l/v8HXf76W6wgXAqGu64HXSCm9ut5sFCxagKAqSJHHllVdiNLajUsY/+GVXPsvTCwC4vE8Ul/aKPO1Yx/79FL6qlYwaoqOJePLJWvvLfz2EM1u7oeYzJBLv/uF1ziEIgnC+OKNg1KxZs5ppGoIgnI/WHtaCUb1DexNoDmzUMSUW7RilOgS3zYDB7EVcUt/mmqLQRsT2OKlvlMXMLp9duBU3gYGDyC9YiNtdRlXVXnx9u7XgLAVBaEorc1ey8ehGAKZ2nUq34NP//05b9SuHd2u94/pfenlNNuVxe/Y+i8ORD0Bi4mN4eXVoplm3kN+eBYcWBGHCK2DwOu3Q7F3F7NmsBV869Qmly6CIWvtXrVpFYWEhAKNHjyYmpv023rbanDyzWPu9CfI2MPuK0/e2VJ1Ojjz8CKrDAZJE9MsvofPzq9lv31tKxSqtrFEf4U3A5afPTBMEQTgfiFvEgiC0iLzKPPaXaX07Glui53KVUl6uZbxY9mt3tOP7Dax1d1s4P0UldqtpQhxpMWFz29hn3Udg4OCaMaJvlCC0Hw6Po6Zpub/Rn3v63XPasbYyK2u++i8AvsEhXHDNjbX2FxX9j/z8BQCEBI8mJnp6M826heTtgJRjTcu7joeul552qNPuZvU3WQAYzTrGTO9WK9ssJyeH9cdK0KKiohg9enTzzbsVeHlZJsWVWoP2Zyb2IsTXdNqxRe+9hz0jA4CQW2/Be/CJ5x9PhRPLd1kn+kRd1x3Z2I4y7wRBEM7CnwpGZWZmMn36dKKiojAajezYsQOA2bNns3LlyiaZoCAI7dO6w+tqtkfFNi4YZbGsB1QArAe1koDEwaJETwC90UhkopYVUdM3qjAFb+/OGAzBgAhGCUJ78mXGlxyuPAzA3f3urje7duXnH2GvqgTg4lvuxOTtXbPP5Spld6ZWSqXX+9O9x4vtqyWFqsKyR7Vt2QCXvlDv8C2LD1JZ6gBgxFWJ+AadCL44nU4WLlyIqqrodDquvPJKdLr2G1DZlm1h7hYtk2lUl1Am9Ys+7djqXWmUfPgRAKZu3Qi9776afaqiYpmXhVKplT0GXtEZQ4ToEyUIgnDWwaiUlBQGDx7M6tWrufDCC/F4PDX7Kisref/995tkgoIgtE/r8rRgVIg5hO7B3RsYranpF6UYqMr3QtbpiO8/qP6DhPNGXE+tVC+4wojRKZNSlIIkSQQGDATAWrYNVVVbcoqCIDSBgqoCPtz5IQCJgYlM6zbttGMPpmwnc/1qbezg4XVuYGTteRaXS1uJr2vXZzCbTt8PqE1Kmw+5m7XtYXdASOfTDi3KqWDnSi34EpUYQM8LagdfVqxYgcViAeCiiy4iPLz99jtyeRSeWKCV5xn1Mv+alHTaIKXidHL08cfA4wG9nuiXX0I+qYdWxerDOPZaAfDuF4b3H8oeBUEQzldnHYx69NFH6dOnD/v27ePLL7+s9QJ/yJAhbN0q7kALgnBqDo+Dzfnai+NRsaOQG9FUWlXVmn5RVfl+qIpMbM/emH18m3WuQtsR26N3zXZEqYmUwhQAAgK1gKXDkY/dntcSUxMEoQnN2TGHanc1AI8OeRS9fOoWqC6Hnd8+eRcAo5cXF91ye639RUUrKChYDEBo6CVERkxqxlm3AGcVrHha2/YJg9EPn3aooqis/CoTVQVZJ3Hhdd2R5BPBl/3799e8tu/QoQPDhw9v1qm3tI/XHiSroAKAe8cm0in09JlMxW+/g2PvPgBC77oTc/cTN9gch8opX5ENgD7Ui8ArE9tX5p0gCMKfcNbBqPXr1/PII4/g7e1d549qREQE+fn5f3pygiC0T9vyt9W8kWhsv6jKqiycTq1haukBrUeUKNETThbdtTvysZKRyBIzeZV5FNmKRN8oQWhHUotSWXJgCQCXdLiEoVFDTzt24w9zKSvUGnGPnH4TfsGhNftcLiuZWU8Bx8rzuv2r/QUJ1v8Hyo8F4C96CswBpx26a9VhinK04Ev/v3QgOPpE8MXhcLB4sRa0MxgMTJ48GVluv21ncy025vy2B4DOYT78Y8zpG41X79xJyccfA2Du2ZPQv/+9Zp9id2P5NhMUQCcRPL07sumM1o4SBEFo1876mURV1dMu41paWorJdPoGf4IgnN/W5mkZTjpJx/Doxt1dtRwv0QPKc7VsqM4DT/8mRDj/GMxmIhISAYiwaM9BqUWp+Pn2RJa1laOsZSIYJQhtlaIqvLzlZQCMspGHBj102rFFhw6y7SetKXlUYjf6jptQa/+evf/C6SwCoGuXpzCZ2lnJmTUX1r+pbUf2gf43nHZoZamdzYsPAOAf5sWgCZ1q7V+xYgVlZWUA/OUvfyE4OLg5ZtwqqKrKM4vTsbsUAJ6/sjcm/an7YikOB0cefQwUBQwGol58EemkBVWsi/bjOdZ/K2BCPMYYkcktCIJwsrMORvXp04cFCxacct+yZcsYOHDgWU9KEIT2be1hLRjVP7w/fka/BkZrSixaMMpd5Y2z3EhEQiL+oWHNNkehbYrtqZXqBZcbMbgkdhTuQJYNBAT0B8Bq3daS0xOEdmPWrFlIkkRSUtI5+55LDy5lV/EuAG7qdROxfrGnHKcqCr9+/C6qoiDJMuP+cQ+yfCKgUFy8kvz8hQCEhFxIZOSVzT73c+7XZ8Bt17YnvAzy6RuNr523F5dd6/06ZnpX9Cet8nbgwAG2bdP+bnbq1Kndv75flpbP75laFvbVA2MZlhBy2rHFb72F84AWxAu7+27M3brW7LOlFmJL1s5j6hKI74jTNz8XBEE4X511MGrmzJl88sknPPDAA6Smakut5+Tk8Nprr/Hf//6XmTNnNtkkBUFoPw6VHyKnIgdo/Cp6bncVVut2AEqztYyXzoNEVpRQV2yPXgDISISXmkguSAaoKdWz2fbjdJa02PwEob2YNWsWqqqSlpZ2Tr6f3W1nzo45gLbwxa29bz3t2PTVv3Fkz24ABv51MmEd42v2uVzlZGY+AYBe70f37s+3v/K8Qxu0xuUAva6EjiNOO/TgzmIOJGsZYl0GR9Ch54ngyx/L86644op2XZ5XYXcxa0k6AEHeBh6/rMdpx9qSkyn576cAmJOSCLntxO+j22qndIHWQ0r21hM8tVut/luCIAiC5qwLl6+55hr279/PrFmz+M9//gPAVVddhV6vZ/bs2UycOLHJJikIQvtxPCsKGt8vymrdjKo6AajI1fpYJA5u381ThbMT060XkiSjqgqRFjMplt3YXDYCA06sumgt20Z42KUtOEtBEM7UV7u/4mjVUQDu6X8PPoZTN5SurqxgzddakMA3OIThV0+vtX/vvudxOLU+Ul0Sn2h/q+cpCix/XNvWm2Hcs6cd6nJ4WPNtFgAmbz0XXJ1Ya/9vv/2G1WoF4JJLLmnX5XkAb/2+j4Jyrazusct6EOxz6nYkisPB0SeeBEVBMhiIfulFJL32lkpVVCzfZaEeyzQLuqorOv9Tn0cQBOF896e66D3++OPMmDGD5cuXU1BQQGhoKJdeeikdO3ZsqvkJgtDOHO8XFeUTRWJgYgOjNcdL9FRFojLPh4DwCELjxN8ZoS6Ttzfh8QkUHNhHhMWMR7Wys3gng8P7IUl6VNWN1SqCUYLQlpRUl/DxLq1JdGJgIlcmnr6sbt3cz6muKAfgwhl/x2j2OnEeyzqOHv0BgODgUURFXd2Ms24h6T/CES0jlOH3QGCH0w7d9ks2lRYt+DL8ys74BJzo95qdnc2WLVsAbfW8wYMHn/Ic7cW+wgr+u+4gAIM6BjF14KlLQAFKPvigpjwv9N57MSWeeC1TsfowzoPa75/PkEi8ep2+zE8QBOF896eXdIiNjeXWW0+fKi0IgnCczWVja77WQHpUzKhGl0aUHGteXnnUG8Utkzh4WPsrqxCaTGyPXhQc2EdomRG9WyK5IJlhUcPw80uivDwFq3VLS09REIQz8G7Ku1S5qv6fvbsOr6vKHj7+PVfjbo1bPXVv6qVeKO7OoMPADDDM4GWGGUb4DTIMNkjLy+BQpNTd3T1Nk8bd/cp5/zhpSkgKN2lyY+vzPHm6c/c+t6sh5N7ss9baADw28jH0F+h/lHP6FIfWrgQgavAw+oxNbJiz2aoayvP0enf69/tr93sdsdTAmue1sXsgTPjtBZcW51RyYI1WMh8c48WAxPM9jerq6vj2228BMBgMLFiwoFuX56mqysLvjmG1qygKLLxs4AW/N2pOnqLgnf8CYB7QH/8772iYq0svp2z1WQAMAa54z7/wKXxCCCEuomfU0qVLef3115ud+89//sOyZctaHZQQonvamb0Ti90CON4vqro6jepq7c1debobAPEjpURPXFh4f62JuU5VCCwxsy9vHwC+PlqfsfLyY1gsZR0WnxDCccklyXyZpGUzJYYmkhiW2Ow6u93GmvfeAFVFbzAw7Y77Gm0onDnzCjU1GQDExf0eF5du2FB61ztQqm0wMeWPYG7+gBBVVdn8eRJ2mwoKTLq+T6OeRuvWraO4uBiAadOm4e/fvbN7Vh7NYcvpAgBuGhNJQph3s+tUm43sZ54BqxX0enr9+c8N5Xn2OhtFn50Euwo6Bb/r+6IzXbhpvBBCiIvYjPrLX/5CRUVFs3OVlZX89a9/bXVQQoju6VyJnlFnZHTIaIeuOZcVBVCW7oGLpxehfS/cVFSIsP4Dof6X0JBCFw7mH8Rqt+Lre67pvZ3SUjlVT4iu4P/2/B921Y5O0fHoyEcvuO7QmpXkntGaRo+89Cr8QsMa5srKDpGWrvWR8vYaRnjYTe0bdEeoKoLNL2njgD4w/LYLLj1zIJ/0Y0UADJwQSlCUV8NcRkYGO3bsALTqh7Fjx7ZfzJ1AdZ2NPy/Vmt37uBl5dEbfC64t/t//qDl0CAC/22/DdeDAhrnS5SlYC6oB8JoRhSncsZOChRCiJ2v1ZtSJEycYPnx4s3PDhg3j2LFjrQ5KCNH9qKrasBk1KmQUbkY3h64rLNKusVQZqCkyEzd8NDq93G0UF+bq4UlgZDQAIUVmqq3VnCw6ibf3CBRF+94pLt7RgREKIRyxPWt7w+vGFfFX0Nu3d7PrqkpL2PLpYgC8AoMYc8U1DXN2u4XjJ54A7CiKkX79X0RRumHJ2aaXoKZUG1/yPOiNzS6z1NnY8kUSAGZ3A2MXxDXMWa3WhtPz9Hp9ty/PA3hrYzKZJdom0mMz++J7gabldRmZ5L2ineZojIwk8MEHG+Zqkoqp3K411zdFeeE5+cL9poQQQpzX6leY2tpa6urqLjhXXV3d6qCEEN3P6ZLT5FTmAI6fome311FcvA2AsnR3QCFu1Jifv0gIIGKAVqoXUGLGYFXYl7cPg8EDT0/t8eIS2YwSojOz2W28tEfL9HEzuPHgsAcvuHbzJ4uprdR6Sk29/V6MZpeGubS0d6moOAFAdPQDeLg3v6HVpRWlaCV6AFGJ0HfOBZfuXf6jpuWXx+HicX7Tatu2beTl5QEwadIkAgMD2y/mTiC9qIo3NyYDMDDUixtGN9/sXVVVchYuRK2qAqDXn55H56o1xrdXWSj+4hQAikmH37WNSx6FEEJcWKs3o/r27cvSpUubnVu6dCl9+vRpdVBCiO7n3N1tcLxfVEnpXmw27c1feboHBpOZ6MHD2iU+0b2ED9Q2nfSqQmCxmX259X2jfLWSE+kbJUTntiFjA6eKtV/y70y4kwDXgGbX5Zw+xZH1qwGIHT6K+JHnb1hUVaWQkvoaAO7uvYmOuredo+4ga5+H+n6MzPxzQ5nyT5XkVrF/tdZTKijKk/4/alqen5/Pxo0bAQgMDCQxsfneXN3Jn5ceo85qB+BPCwaiv8AmUtnSpVRu2QKA91VX4v6j0sXib5OxlWk3573nx2Lwd232OYQQQjTV6s2oO++8k3fffZfnnnuO3NxcAHJzc1m4cCHvvvuunLAnhGhkc4a2GRXpGUmUV5RD1xTV94tSVSjPcCNq8NBGd7yFuJDw/gnn+0YVubAvbx+qqjY0MQeVktLdHRegEOJnTYuYxr+m/IuRwSO5deCtza5R7XbWLXobAJ3ewJRbf3V+TrVz/MRT2O11gEL/fn9FpzM7I3TnytgDR5do44SrIWxEs8sampZbzzUt74uufvPFbrfz/fffY7PZALjsssswGC76wO1ObdOpfFYd035/uXJYGCOi/JpdZy0uJvevLwKgDwgg+PHHG+aqDuZTfTAfAJd+friPCmnnqIUQontp9SvNgw8+yO7du/nzn//MCy+8gF6vx2azoaoqt9xyCw899FBbximE6MLK68rZn7cfcDwrCqCwSNuMqspzwVZrIG6klOgJx7h6eBIYFUN+6hlCiszsr8nlbNlZwuv7RqmqjeLiHQQGTO/oUIUQzVAUhRlRM5gRNeOCa45v2UB20kkARsy/HN9e55uWZ2V/QUnJTgDCw2/G27v5PqddmqrCqme0sd4E05+94NLUQwWkHS0EYMD4XgTHnG9avm/fPtLStIypMWPGEBER0X4xdwJWm50/L9V623qYDfxxTr8Lrs3/17+w1Z8sGPL0U+i9tZP2bKW1FH+jNczXuRnwvap3o9MbhRBCvRZ/4QABAABJREFU/LJWb0YpisKHH37I3XffzYoVK8jPzycwMJA5c+YwYcKEtoxRCNHFbc/ajk3V7rhOCpvk0DW1tbkNfT7K0z1QFB1xI2QzSjguYsAg8lPPEFjfN2p/3n6ie1+Bp+dgysr2U1K8s6NDFEK0Ul11FZs+XgSAu68fY6+49vxcXQGnT/8dALM5hLjYxzoixPaXtArStL6KjL4HfJvPOrZZ7Gz5Uts4MbsZGHvF+ablZWVlrF6tlTl6eXkxbdq09o25E/hkdzpJedqJ4L+eGk+QV/MZ11X791PyxZcAuE+ciOesWYCWZVb0VRJqtRUA3yt7o/dsvvG5EEKIC7voHNyJEycycaLjmQ5CiJ5nU4aW4eRqcGVESPMlBD917hQ9gLIMd0L79sfNy7td4hPdU8TAwexb9i06VSGo2My+vH1c0fsKfH3HUla2n/KKY1gspRiN8n0lRFezc8nnVBYXATDxhtswuZ4/oTXp9ItYrdrJcn36PIvB4NEhMbYrux3WPK+Nzd4w8dELLj24Pp2yfO1goVHzY3D1OL9xsmzZMmprtYbm8+fPx2zuhqWMP1JabeHl1VovsnBfV+5IjG52nWq1kvP8nwBQTCZCnnm6IfOpancutae0bCm34UG4JjTfz0wIIcTPa3XPqB07dvD55583O/f555+zc6fccRZCgF21NzQvHx0yGrPesTe6hfX9oqw1OqryXBs1pRXCEeH9Bp7vG1Xocr6J+Y/7RpXs6qDohBCtVZyTxd4fvgGgV3xfBkyc2jBXVLydnBxtLiBgOoEBMzsgQic48iXkHdXGiQ+BW/M9j6rK6tizLBUA3xA3EiafL2U8fvw4J05oGcgJCQk94vCh/6w/TVGl1nD8iTn9cTHqm11X9NFH1NZ/bfzvvQdTpHbSnrWkhpIfzgCg9zLhc2lcs9cLIYT4Za3ejHryySc5fPhws3PHjh3j6aefbnVQQoju43jhcYpqtLvXk8IdK9FTVRtFRdrJNeWZ7qAqxI0a+wtXCdGYi4cHQdGxgNbEPK08jYLqAry9h6MoWmJwcYncOBGiq9n4/97DZtVKpKbecQ+KTns7a7fXcvKk1kNJp3OlT+/numcfH2sdrHtBG7sHwdj7L7h057fJWGq0MvnEa3qj12tfq9raWpYvXw6Ai4sLs2fPbt+YO4GzhZV8sDUFgFHRvswd1HzDcUtuLgWv/RsAU1QU/r/SGuOrqkrxV0motdrX0+eq3uhcu3ejdyGEaE+t3ow6dOgQY8c2/8vhmDFjOHjwYKuDEkJ0H+dK9AAmhjlW0ltWdrihxKI83YOAiCh8Q0J/4SohmooYMAiAgFJTQ98og8EdL0/t8WLpGyVEl5J6YC/Je7T/bwdOvoRe8X3Pz519h6oqbbMhNvZhXF3Dmn2OLm/fYig5q40nPw4m92aX5aeVc2xbNgBRCf5EDfRvmNuwYQNlZWUAzJgxAw+PbljK+BMvLjuBxaYC8PS8ARfcqMx98W/Yq6oACH72GXT1pYuVu3KoTSoBwG1kMK59m89GE0II4ZhWb0ZVVlZe8NhXnU5HeXl5q4MSQnQf5zajevv2ppdHL4euOXeKHkB5ujtxIyUrSrROxEBt00mnKgQXm8+X6vlq31MVFcexWEo6KjwhRAvYrFbWf/guACZXVybeeFvDXFVVCmfPvgGAh0c/IsJv74gQ219tBWz8hzb2jYbhtzW7TFVVtnyRBCrodAqJV8c3zGVnZ7Njxw4AIiIiGDZsWHtH3eF2nClkxdEcAK4cFsaQCJ9m11Vs3kL5ihUAeM2dg0diIgDWohpKf9A2OvXeJnzmx7Z/0EII0c21ejMqJiaG9evXNzu3fv16oqKaP9FDCNFzFFQXcKTwCOD4KXpwvl9UdaEZS5WReCnRE60U1m8giqK91IUUurAvT9uM8vE99z0lfaOE6CoOr11JUWY6AGOvvB53H19A23g5cfJZ7PY6QKFf3xfQ6YwdGGk72vkmVOZp46lPg6H5U9yS9+WTVZ/FM2hKOL4hWvaU3W5n6dKlqKqKTqdj/vz56HSt/nWgS7DbVV744RgALkYdv5/dt/l1tbXkvPBnAHTu7gT94Y8AqHaV4q9OodZp5Xm+V/VB5yLleUIIcbFa/epz/fXX8/LLL/PBBx80enzRokW88sor3HDDDRcdnBCia9uSuaVh7Gi/KIulhLIyrcy3LN0dDz9/gmPjf+EqIZrn4u5BUEx936hCF04UnaDSUonPj/tGSameEJ1ebVUl2774HwDeQcEMm3NZw1xu7vcUF28DICz0ery9u2mmT1URbH1NGwcnQMJVzS6zWmxs+/o0AC7uRkbOi26Y27NnD5mZmQCMGzeO4ODgdg25M/hqXwZHMrWSxHsmxdHL27XZdUUffIDlbBoAgQ8/hDE4CIDKXdnUJmutA9xHh+DSx9cJUQshRPfX6s2oP/7xjyQmJnLXXXfh7u5O7969cXd356677iIxMZEnnniiLeMUQnRB50r0vExeDA4c7NA1RUVbATug9YuKGzm2ezagFU4TMVD73vMvM6GvUzmYfxC93g0vL+1xaWIuROe3c8nnVJdrGwqTbroDg1HLfLJay0k6/VcAjEZ/4uJ+32Extrst/4Ja7WvA9OfgAhlNB9emU15YA8DoS2Nwcde+VuXl5axduxYAHx8fJk+e3P4xd7DqOhsvrToJQLCXmfsmN19eZ8nOpuDtdwAw9+mD7403AmAtrqF0WX15no8Z77kxTohaCCF6hlZvRplMJlavXs3ixYu5/PLLiYmJ4fLLL2fx4sWsWrUKk6n5tGEhRM9gsVvYnrUdgMSwRAw6x1Laz/WLslkUKnNciR85pt1iFD3DuSbmOlUhqNjM/rz9APj6nOsbdUL6RgnRiZXm5bBv2bcAhPYdQO8xiQ1zZ1Jepa4uH4DevZ/EaPTukBjbXVkW7NQ2S4gcD71nNLusqqyOvSu05uZ+oe4MnHj+8I+VK1dSW1sLwNy5c3vEe/X3t6aQW6b9mx+d2Rc3U/PvRfL++RJqdTUAwU89hWIwaKfnLTmNWqfdIPO9qreU5wkhRBu6qJ+oer2eW265hVtuuaXR4zabjW+++YbLL7/8Yp5eCNGFHcg7QIWlAnD8FD1VVRv6RVVkuWM0ezQ0oBaitcL6DUBRdKiqnZAiF/bm7gW0JuapZ98AVIpLdhIUOKtjAxVCNGvTx4uxWa0ATLnlroZs2fKKE2RkfAiAj/coQoIXdFiM7W7TS2DTNlW45Dm4QMbw7h9SsNRovY0Sr4pHp9fuO58+fZojR7Qejv3796dPnz7tH3MHK6yo5c0NyQD0C/HkquHhza6r2rOHsmXLAPCcMxv3MaO1x/flUXuqGNBOz3PpLeV5QgjRltq0Y+GJEyd4/PHHCQsL46qrmq9jF0L0DOdK9BQUJoRNcOiaisqT1NVpjVnL092JGTYSvaGbNqEVTmN2cyc4Ng7Q+kYdzDtIra0Wb+9hKIr2/SV9o4TonDJPHufU9s0A9EucTK/eWvNpVVU5efI5VNWGoujp2/f57lvSXZIG+7RNN+IvgcjmD/Uozqnk6OYsACL6+xI50B8Aq9XKsvrNFpPJxJw5c9o/5k7g3+tOU1GrbWL+cU4/9Lqm3x+qzUbOC38BQHFxIfj3WpmnrbyOkqVnANB5GvGR8jwhhGhzF70ZVVlZyfvvv09iYiIDBw7kpZdeIjw8nDfffLMt4hNCdFHnNqMGBw7G18Wxu4lFhRsbxmXpHnKKnmgz4fWlev6lJtRaC4fyDzXqG1VSvKMjwxNCNEO129nw4X8BMBhNTLzxtoa5nJxvKC3dA0B4+G14eDR/Qlq3sPEfYLdo46lPXXDZ9iXJqHYVFBh/1fmDP7Zt20ZRUZF2+dSpeHl5tWu4nUFqQSUf7dDKFRPj/ZncJ7DZdSVffEHtiRMA+N/9K4yhWlljyffJqNXaRpbvgnh0bnJjTAgh2lqrN6O2bdvGXXfdRa9evbj77rs5dOgQAB999BF79uzhnnvuabMghRBdS0Z5BmdKtTuKjp6iBzSU6NWWGrFWuhEzdGS7xCd6nnPlnjoUgotd2J2zG9BK9UDLyqutK+iw+IQQTZ3Yvpmc06cAGDH/crwCtNPNLJYykk6/CIDJFEhszEMdFmO7K0yGAx9r477zIGx4s8uykkpIOaj9DOs3NoSAcE8AiouL2bRJe20NCgpi9OjR7R9zJ/DPlSex2lUAnpjTv9msOVtJCfmvvAqAMTQU/7vuAqD6aAHVh7SvpeugAFwTApwUtRBC9Cwt2ozKzc3ln//8J/3792fixIksWrSIESNGsGjRIk6ePImqqoSHN1+PLYToOc5lRYHjm1FWawUlpVovn7J0DyITBmN2c2uX+ETPE9Z3IEr9yVMhhWZ25ewCwM/3fAlpcdG2DolNCNGUpa6WzR8vAsDN24fRC65umDuT8goWSyEAveOfxGDw7IgQnWPj30HVekAx9clml6h2la1fJgFgMOoYc9n5E+NWrFiBtb7f1rx589Dr9e0bbyewP62YHw5nA3D50FASwppvap//79exlZQAEPSHP6BzccFebaX4G63PlOJqwOeyOKfELIQQPVGLGphHRkZitVoJCwvjiSee4M477yQ2VnvBKy0tbZcAhRBdz6bM+ruwbkH09XWsdKK4eDuqqpUhlKV5MGaWlOiJtmN2cyM4Np6c06foVejCivxD1Fhr8PYeil7vhs1WRVHRFkJCLuvoUIUQQPqRQ5QXatkpidfejMlVuzlRXn6cjIz/B4CPzxiCgy/tsBjbXd4JOPS5Nh54BYQkNLvs9N488s6WAzDkkgg8fF0AOHXqFCdPngRg8ODBREVFtX/MHUxVVV5crpXdmfQ6Hp3Z/HuQmpOnKP70UwDcxo7Fc6Z2OmHp8hTs5XUA+MyLRe/Z/U8cFEKIjtKizCiLxYKqqgQEBBAaGoq/v397xSWE6KKqLFXsztZKoCaGTXS4oWxhkbaBZbcqVGa7ETuiZ5QSCOeJGjQUAL8yE7oaG4fyD6HTmfDxGQNAUdEWVFXtwAiFEOfEDh/FLX97lcGXzCZhqrZRoKoqJ089B9i1puV9nuu+TcsBNrwIqKDoYMoTzS6xWexsr8/kcfU0MnymtuFksVhYvnw5AGazmZkzZzol5I629ngeu1K0/li3jY8iwq9phrWqquT9/W9gs4FeT/CTT6AoCjXJJVTuygHA3NsHtxFBTo1dCCF6mhZtRh06dIjf/OY3pKen8+CDD9KrVy9uvvlm1q1bh91ub68YhRBdyO6c3dTZtbuKjpboqapKYX3z8opsN4Kj++PpJz0aRNuKTBgKaCc8hhS6nC/V80sEoLYul8qq0x0VnhDiJ4KiY5lx94Po6kvLcnO/p7S+nLvbNy3POQzHvtHGg66FwOb/rYc2ZFBeWAPA6PkxmFy1ooetW7dSXFwMwLRp0/Dw8Gj3kDua1Wbnbyu0rCgvFwO/nhrf7LrKTZuo3LYdAN/rrsWlTx9Uq52SJdrPf8Wow/eK3t17o1MIITqBFm1GJSQk8Oqrr5KZmcknn3zChAkT+PTTT5kxYwaDBw9GURTKysraK1YhRBdwrl+UUWdkbC/HSu2qqs5QU5MJQHm6O3Fyip5oB6F9+mEwmbVxwfkm5v5+ExvWFBVt6ZDYhBA/z2qt5PTpvwFgMgV076blAOv/qv2p6GHy480uqa2ysHd5KgA+wW70n6CdBFdUVMTmzZsBCAkJYeTInnEYyNf7MzmdVwHAr6fG4+PWtMROtVrJ/cc/AdB5ehLw4IMAlK1Px1pQDYDXjCgMfi5OiloIIXquVp2mZzKZuO6661i1ahVnzpzhmWeewWAwoKoqV1xxBZdeeilLly5t61iFEJ2cqqoN/aJGBo/EzehYA/JzJXqgNS+Pl80o0Q4MJhNh/QYA0KvQhUMFh6i2VuPmFofZHAJAUdHWjgxRCHEBqWffpLYuF4C42N9376blmfvg5DJtPOwm8G++ifa+VWnUVmnNycddEYder72tX7FiBTab1vS8pzQtr7HYeHWN1sQ9xMuF28ZHN7uu5IsvqEvWyhoD7rsXg58flrwqyjekA2Ds5Y5HYphTYhZCiJ6uVZtRPxYZGcnChQs5c+YMK1eu5Morr2TNmjUsWLCgLeITQnQhp4pPkVOp9VtwtEQPaCjRqys34uYWi39YRLvEJ8S5vlFeVUZcKuBg/kEURcHPVyvVKynZib2+zFQI0TlUVZ0lLe09ALw8B9Or15UdHFE726BlgKEzwqTfN7uksqSWQ2u1DZTgGC9ihmil7adOneLUqVMADB06lIiInvF6+r+daWSWaJlND1/SGxdj0w04W3k5+a/9GwBjeDi+N9+MqqoULzkNNhUU8L2yN4peyvOEEMIZLnoz6hxFUZgxYwafffYZmZmZvPzyy2311EKILuJciR7A5PDJDl1js1VTXLwTgLJ0d+JHjWuX2IQAiKzfjALoVeDCruxzfaMmAGCzVVFaeqADIhNCXEjS6b+iqtomcZ8+z6Eobfb2tfPJ3AdJK7XxsJvBJ7LZZbuXpWK1aP1ax10Rh6IoWK1WVqxYAWhNyy+55BKnhNzRKmqt/Ge91u8pJsCda0aEN7uu8J13sNX30Qp69BF0ZjNVe3OpS9FOBPcYF4opohtn3AkhRCfTLq/mfn5+PPRQN6/lF0I0sTFDy3CK9Y4lwsuxu7HFJTsbfskoT/cgfqSU6In2ExQVg4unF6D1jdqTuwcAP7/xDWuKijZ3SGxCiKYKCzdRULAGgF4hV+HtPbRjA2pvG/+u/akzwsRHml1SklvFsS1ZAEQO9Cesjy8AO3bsoKhIO0luypQpPaJpOcB7m1MoqtTeRzw6sw8GfdNfb+oyMilatBgA16FD8Zw9G1tFHaXLUgDQeZnwqj+JUAghhHN041tLQghnKqwu5FD+IQAmRziWFQXnS/RUG9gqw+gV36dd4hMCQNHpiEwYAmh9ow7nH6bKUoXJFICHh9ZPqqhY+kYJ0RnY7XWcSvozAHq9B3FxzZesdRuZ++CUltn0c1lRO78/g2pXARh7eSwAZWVlbNqkZScHBgYyevTo9o+3EyiqrOO/m88AMDDUi7kJvZpdl/+vf6FaLAAE//EPKIpC6Q8p2Ot7bvleFofOxeCcoIUQQgCyGSWEaCNbMregor05drRED6CgQNuMqshxI25oIopOfiyJ9hU1SNuMcrHo8SrRcSD/AAB+flrfqLKyw1gspR0VnhBOUVtby5133klkZCReXl6MHTuWbdu2dXRYjWRk/D+qqrSNhpiYBzGbAzs4ona28R/anz+TFZWfVs7pPXkA9B4VTGB9Wdnq1aupq9Oyg2bPnt0jmpYDvLH+NBW12obS47P7odM17fdUtX8/Zcu0hvBec+fiOnQoNaeLqdqvfR1d+vvhMtDfeUELIYQAZDNKCNFGzpXoeZm8GBI4xKFrqqrOUlNzFoDydHcp0RNOEfWjvlGhBS7syTlXqjeh/lE7xcXbnR+YEE5ktVqJjo5my5YtlJSUcP/993PZZZdRVVXV0aEBUFtXwJmU1wBwc4shIvy2Do6onWXth1PLtfGwmy6YFbX9G+0kOJ1OYcxlMQCkpaVx+PBhAPr3709cXPOn73U3WSXVfLhDew8xJsaPSb0DmqxRVZW8f/wTAMVkIvCRR1Ctdkq+Ta5/TIfPAq3nlhBCCOeSzSghxEWz2Cxsy9LuqE8Im4BB51iqe2HR+Ybn1XkBRCQMbpf4hPgx76AQvINDAK1Ub1eO1sTcx3skOp0ZgKKiLR0WnxDO4O7uzrPPPktkZCQ6nY7bbrsNu91OUlJSR4cGQFVVSsP/j316P4NOZ+rgiNrZhnO9ogwwofmsqIwTRaQf03pCDZgYinegG3a7nWX1WT8Gg4GZM2c6JdzO4LW1SdRZtSbuj8/u1+yGUsXatVTv3w+A7y03YwoPo3xzBtZ87eQ9r0uiMPi4OC9oIYQQDWQzSghx0fbk7qHSUgnAlIgpDl9XULABgLpKA6ExE9EbjO0QnRBNRSUMBSC4yMzx3KNUWarQ613w8R4FQFGR9I0SzlFeXs7jjz/OzJkzCQwMRFEUFi5c2OzaiooKfvvb3xIaGoqLiwtDhw7l008/bZM4Tp48SXV1dafJqvH1GcX4cWvp1++v+Ps7XvrdJWUdOJ8VNfQm8G3aSFtVVbZ/o5UsGkw6Rs6NBmDfvn3k5OQAkJiYiK+vrzMi7nBn8iv4Ym8GAJf0D2ZEVNN/t2q1kvcv7XRvnbc3Affcg7WohrK16QAYgt3wSAx1XtBCCCEaaVGnvg8//LBFT37rrbe2aL0QomvalKFlOOkVPeNDx//Cao3dXktxkVYKVZ7uzpDRjl0nRFuIHDSUQ2tXYLDr8CsysD9vP4lhifj5JVJUvIXqmjSqqs7i5ianK4n2VVhYyDvvvMOQIUO4/PLLeffddy+49sorr2T37t387W9/o0+fPnz88cfccMMN2O12brzxxlbHUF1dza233srTTz/dqU5gMxg8CQu9rqPDaH8bf5QVNfHRZpekHCwgL7UMgCHTI3D3NlNdXc3atWsB8Pb2ZsKECc1e2x29ujYJm11FUeCxWc0ffFLy1dfUndE28ALuvRe9tzcFi49CfTaV7+XxKM2cvCeEEMI5WrQZdfvttzu8VlEU2YwSogdQVZUN6RsAGBY0DG+zt0PXlZTsQaUWgIpMb6JvH9FOEQrRVMTAQaAooKqEFrqwO2d3/WbUBEjWfjEsKt4qm1Gi3UVFRVFcXIyiKBQUFFxwM2rZsmWsXr26YQMKYOrUqZw9e5bf//73XHfddQ1Nq6dPn87Wrc1n9/3ud7/jxRdfbPjcYrFwzTXX0K9fP5588smfjTUvL4/8/PxGj50+fdrhf6toRvZBOKmV2TH0xuazouwqu77XNlXMbgaGzdD6SW3YsIHqaq3cbObMmRiNPSO7+GROOd8dzALg0sGh9AvxarLGXlVF/uv/BsAQ2gvfm26k+lghNce1Mke34UGYYxx7vyKEEKJ9tGgzKiUlpb3iEEJ0USllKWRUaKnyLSvRWw+Aagcf7zGY3dzaIzwhmuXm5U1QdCx5Kcn0KtA2owA8PPphNPphsRRRVLSF8LDWZ5sI4QhHGycvWbIEDw8PrrnmmkaP33HHHdx4443s3LmT8eO1DNNz2TK/xG63c+utt6LX63nvvfd+MZY33niD559/3qHnFg5qOEHvwllRp/flUZiplcIPnRGJ2c1Ifn4+u3drP7eioqIYMGCAU8LtDF5ZcwpVBZ0CD1/Su9k1RYsXY8svACDo4YdBMVDyXX3TchcD3nNjnBavEEKI5rVoMyoqSu4QCyEa25i+sWE8KXySw9fl5qwBoDLXlfjhU9o6LCF+UdSgoeSlJBNQamJdzjHK6srwMnnh5zeB3NzvKC7ejqraUJSecUS66NyOHDlC//79MRgav3UbPHhww/y5zShH3XvvvWRnZ7NixYomz9ucBx54oMlm2OnTp7n88stb9PeKerlH4cRSbTzkevCNbrLEbrOz63vtZrCLh5HBU8MBWLlyJXa7Vm42e/bsHnMa3NGsUpYf0XpkXTEsnLjApmWl1qIiCt99DwBzv354XXopZavTsJVo2djes6PRe3TzhvhCCNEFSKG0EOKibMzQNqMiPSOJ9op26Jrq6gzqrFoD0fIMD+JGjmmv8IS4oMhBQwFQUAgsMLI7W8sy8PNLBMBqLaO07EAHRSdEY4WFhfj5+TV5/NxjhYWFLXq+s2fP8u6777Jz504CAgLw8PDAw8ODzZs3X/CaoKAgBg4c2OgjPj6+Zf8Qcd6ml7Q/Fd0FT9A7tTuXktwqAEbMjsLkYiApKamhPHL48OH06tXLKeF2Bi+vPgWAQafw8PTms6IK3ngTe6WWSRb06CNYC2oo36RlcBvDPXAfHeKcYIUQQvysFmVG/VRSUhJvv/02x48fb6hZP0dRFIfTxIUQXVNpbSkH8g4AWlaUo3dmCwo3NIxNJODu0zNO/xGdS1i/AeiNRmwWC6EFrmzL2sb0qOn4+50/uaugYD0+3tLPTHQOP/cztqWZMVFRUaiqerEhidYqSIKjS7RxwtXg3/QUQ5vNzu6lWlaUm7eJhElh2Gw2Vq5cCYDZbGbatGlOC7mjHUgvYc3xPACuGRlOpH/T8v66tDSKP/sMALexY3FLTKTw/aNgU0Gpb1qu6xlZZEII0dm1OjPqyJEjDBs2jO+//54VK1ZQXFxMUlISGzZsIDk5Wd7gCNEDbM3cik21AS3rF5WdsQIAS6We6AFz2iM0IX6R0WQmrG9/AEILXNiWtQ0AszkQL68hABQUyE0V0Tn4+/s3m/1UVKQ1ZG4ua0p0Ypv/D1AB5YK9ok5sy6asoAaAkXOiMZj07N69m4ICrRfSpEmTOtXph+3tX/VZUSa9jgenNZ8Vlf/KK2CxABD02GPUHCmk9nQJAO5jemEK93RGqEIIIRzQ6s2oJ598klmzZnH06FFUVeW9994jPT2d77//npqaGl544YW2jFMI0QltyNgAgIfRg+FBwx26xmarpbxyDwBl6R70GdWyHidCtKXIQcMA8KoyUpqbQ3qZVj4a4D8VgMrKU1RXZ3RYfEKcM2jQII4fP47Vam30+OHDhwFISEjoiLBEaxSlwKHPtfGAyyCoX5MlVouNPctSAfD0c2FAYiiVlZVs2LAB0DYfx4zpOSXuu1OL2HRKO8nx+tERhPm4NllTffQoZcuWA+A1dy7mPv0o/UE7hVDnbsB7pvS+FUKIzqTVm1H79u3jtttuQ6fTnuJcE8V58+bx2GOP8cQTT7RNhEKITslqt7IlcwsA40PHY9Q7dqR0SeluULS7llTH4BPSc3pdiM4nZuj5ErywfFe2Zm0FICBgesPjBYXrnB6XED91xRVXUFFRwVdffdXo8cWLFxMaGur0jYmFCxeiKIpsgrXGlpehPquYiY81u+To5iwqirWG2yPnRaM36tiwYQM1NVqm1MyZMx1qOt9d/N+qkwCYDTp+PbX5PmX5r76qDQwGAh9+iPJ16dhK6wDwnhWDzs2x9ylCCCGco9WbUcXFxfj5+aHT6TAajRQXFzfMjRw5kn379rVJgEKIzml/3n7K68qBFpbopS8DQLVDaKSU6ImOFRgVg7uvVt4Uln++VM/Doz9ms9bktqBANqNE+1q+fDlffvkl33//PQDHjh3jyy+/5Msvv6SqSmtePWfOHGbMmMH999/Pf//7X9avX88999zDihUr+Mc//oFe79xTHxcuXIiqqhw5csSpf2+XV5oBBz7Wxn3mQK/BTZZYam3sXXEWAO9AV/qNDSEvL489e7Ss4tjYWPr27eu0kDvatuQCdpzRylFvHhtFsJdLkzVVe/ZQuUlrvu9z1VUoboGUb65vWh7hidvIYOcFLIQQwiGtvqUSFhbWULMeHx/Ppk2bmDFjBgCHDh3qUTXsQvRE69PXA6BTdEwIm+Dwdfn560AHlbmuDE7sOY1XReekKAoxQ0dyZP0qehW68G3mLix2C0adkYCAaWRmfkxx8U6s1goMBnldE+3j/vvv5+zZsw2ff/HFF3zxxRcApKSkEB0dDcDXX3/NU089xbPPPktRURH9+vXjk08+4frrr++IsEVrbH0V7PXZwZN+3+ySIxszqS7TMnpGzY9Bp9excuVKVFVFURRmzZrV4ob1Xdkra5IAcDXquX9K00bvqqqS9/IrAChmM/7330fJ92fONy2/LE6algshRCfU6s2oCRMmsG3bNi6//HJuuukmnnvuObKzszGZTCxatIibb765LeMUQnQiqqqyPk3bjBoWNAxfF8dOw6uuTsOu03o+1BWFEBgV024xCuGo2GHaZpTBrsMr18bh/MMMDx5OgL+2GaWqdRQVbSUoaFZHhyq6qdTUVIfWeXh48Oqrr/LquXIk0bWU58Lexdo4bhqENz2p01JrY/9qbWPSN8SN3qOCSUpKIjk5GYARI0YQHNxzsny2JxeyK0XLirp1XBQBHuYmayo3b6Z6714AfG++CVuhgdpTWsWG+6gQTBHStFwIITqjVm9GPfXUU2RlZQHwhz/8gZycHP73v/+hKArXXnstL730UpsFKYToXE6XnCajQkt/nxox1eHrsjKWN4wDAqb2qDu7ovOKHDQURa9HtdkIy3dlW9Y2hgcPx9d3HDqdC3Z7DQUFa2UzSghxcba9BjatD9QFs6I2ZVJdrmVOjZoXg6raWbVqFQBms5kpU6Y4I9JO45U12gl6rkY9d0+KbTKv2u0NWVE6Dw/8bruTgve1jTudmwGvWdHOClUIIUQLtbpnVEREBBMmaKU5er2e1157jcLCQgoKCli0aBFeXl5tFqQQonM5V6IHMC3C8VK7rDStX1RdpYH4oQvaPC4hWsPs5kZY3/4AhOe5sj1rOwB6vQt+ftrrXEHhelTV3mExCiG6uKoi2POBNo5KhKimJ8laam3sX3U+KypuRBD79u0jP1/LKJ44cWKPaoOx40whO1PO9YqKbDYrqnzlSmqPHwfA7847qDpQjq1E2/DzmhmN3l2algshRGfVqs2ompoaXF1d+eabb9o4HCFEV3CuRC/OO44IrwiHrrHZaqm1a28Yq3N9G375F6IziBk6EgCvKiNn005QWlsKQECAttlqsRRRVnaww+ITQnRxO98CS6U2ntT8CXo/zooaOS+aurpa1q/XXm99fHycfmJiR3u1vleUi1HHPZOa6RVltZL/6msA6P388Lr0eso31TctD/PAfXSI84IVQgjRYq3ajHJxccHf3x93d/e2jkcI0cnlVeVxpFA7PWlqpOMlevm5m1D02lHWnq5j0Omce/KTED8nZtjIhnFonpkd2TsACPA//z0up+oJcd7ChQtRFIWEhISODqXzqy3XNqMAQodBbNPXTktd46yo+BHBbN68ueE0xUsuuQSjsedk+ew8U8j2M4UA3DwmikDPpllRpd98Q119v7WAe++hfH0OWFUAfKRpuRBCdHqtLtO79NJLWbJkSVvGIoToAjakb2gYt6RfVGrSlwCoNojtf3UbRyXExQmIiMLdzw+AsPzzpXpmcxCenoMAKCiUzSghzlm4cCGqqnLkyJGODqXz2/M+1GjZlkx8FJrpl3j0J1lRpaUl7NihbYpHREQwcOBAp4XbGby6VsuKMht03DO5aa8oe20t+f95AwBDr164jJpDzTFt88pteBDmKGkXIoQQnV2rN6Ouv/56fvjhB+68806WLl3K3r172bdvX6MPIUT3c65fVKBrIAkBjt8RL6/aDUBVvgfRg8e2S2xCtJaiKMQOGwVASKGZHWnbUFXtDvu5Ur2KihPU1GR1WIxCiC7IUgPbXtfGAX2h77ymS+ps7FvZOCtqzZo12GxaNvGsWbN61IEfu1KK2JasbSzdNCaKIE+XJmtKPv8Ca3Y2AP7330/ZijQAFJMe79lyUq8QQnQFrT5Nb9Ys7VShRYsWsXjx4kZzqqqiKErDi6gQonuotFSyM3snAJMjJqNTHNvPLi9NQmfW7gqbGIje0HNKDUTXETN0BIfXrsRg10F6MallqcR4xxAQMI2UlFcBrVQvPPzmDo5UCNFlHPgIKvO08cRHQNf0dfOnWVEZGekcPXoUgEGDBhEeHu60cDuDV9dqJ+iZDTruay4rqqaGgnfeBsAYGYkxZCxV+1IB8Joeid7L5LRYhRBCtF6rN6Pef//9HnWXRggBWzO3YrFrb5hbUqJ3+ugnDePw6PltHpcQbSEyYSiKXo9qsxGe78q2rG3EeMfg6TEQsymY2rpcCgrWymaUEMIxNgts1Tay8YmEhKYl6pY6G/tWaVk9viFuxA0P4oMP3gfAYDAwffp0p4XbGexJLWLraS0r6sYxkQR5Nc2KKv70U2z5BQD43/NrytamA2AIcMUjMdR5wQohhLgord6Muv3229swDCFEV3CuRM/V4MqYXo6f6lNQuAGdO1gqjfQed3k7RSfExTG7uRHebyDpRw8Rlu/Ktsyt3NT/JhRFwT9gKllZn1JUvAOrtRKDQQ7wEEL8gsNfQom20UTib0Hf9G330U2ZVJfVATBybjQnThwnI0M7EW7s2LH4+Pg4KdjO4VyvKJNBx32Tm56gZ6+qovC/72prYmJQ1b6otVrmmff8WBRDqzuQCCGEcLJW/8SeNm0aJ06caHbu1KlTTJs2rdVBCSE6H4vdwqaMTQBMCJuAWd/0ZJtmr6urALP2Zlytisbs6tZuMQpxsWKGjgDAq8rI8eT91Nm0XxIDA7TsBFWto6h4S4fFJ4ToIux22PIvbewRDENvarLEarGxf7X2+ugT7Eb0UH/WrFkDgJubGxMmTHBauJ3BgfQSNidpGU83jIoguLmsqE8+wVaoZU753vobqvZpG1Eu/fxw7efnvGCFEEJctFZvRm3YsIGysrJm58rLy9m4cWOrgxJCdD77c/dTVqf9P9+SEr2kw5+hM2iNoIOCL2mX2IRoKzHDRjaMA7IV9uTuAcDXdxx6vbaRmpe3vENiE0J0ISeWQoHW+4hxD4Kx6cbKiW3ZVJXWZ0XNiWLv3j0UFxcDMGXKFFxcml7Tnb2+7jQARr3Cvc1kRdkqKs9nRcXHYS3uBSqgV/Ce37S3lBBCiM6tXXJZs7OzcXOT7AchupNzJXp6Rc/EsIkOX5ed/gMAdptC32G3tEtsQrQV//BI3P38AQjPd2VjunZjRa93JcBfy/gtKFiLzVbdYTEK0RksXLgQRVFISHD8VNUeQ1Vh8/9pYxcfGHlHkyU2q5299SfoeQW4EJ7g1XAj19/fnxEjRjgr2k7hWFYZa47nAnD1iHBCfVybrCn+3/+wlZQA4HPNb6lLKwfAc0IYxoCm64UQQnRuLeoZ9e233/Ltt982fP7nP/+ZwMDARmuqq6vZsGEDw4YNa5sIhRAdTlXVhs2oYUHD8HHxceg6u82GRX8cI2ArD8bDO7j9ghSiDSiKQtzwURxas4KQIhc2pGzgj6P/iKIoBAfPIzdvKTZbFQWFGwgOmtPR4QrRYRYuXMjChQs5evSobEj91Jn1kH1AG4+5D8yeTZac3JlDRVEtAMNnRbFl6xZqamoAmDFjBnq93lnRdgr/Wa9lRel1CvdPjm8yb6uooPB9rbG7ud9AajM9gTp0nkY8p0U4M1QhhBBtpEWbUceOHeOLL74AtDfs69atQ/eTI2rNZjODBg3i1VdfbbsohRAd6lTxKTIrMoGWleilnliF0V0rQfDxSmyX2IRoazHDtM0ovV1BOVvMqeJT9PXri5/fZPR6D2y2CnJzl8pmlBCieZvre0UZ3WHMvU2m7TY7+1ZoWVEevmaC+7rw9du7AIiKiqJv375OC7UzOJ1XzrIj2QAsGBpKpH/T6oqiDz/EXloKgOecX1Obor238J4Vg87c6vOYhBBCdKAWlek98cQTlJeXU15ermVKrF/f8Pm5j4KCAtavX8/gwYNbFVBFRQW//e1vCQ0NxcXFhaFDh/Lpp5/+4nVr1qxhxowZhIaGYjabCQoKYtq0aSxbtqxVcQghzluXvq5hPDWyBZtRp75qGPdOuLlNYxKivUQNGoLeZAQgMtftfImq3kxgoNb3rLBwPVZrRYfFKITopDL2QOpmbTzidnBr2lT79N48SvO1Ut9hMyNZv3EdNpsNgJkzZ6IoirOi7RT+sz4ZVQVFgQemNJMVVVZG0QeLADAPHk1tugkAY5gHbsODnBmqEEKINtTqnlF2u53Ro0e3ZSwAXHnllSxevJjnnnuO5cuXM2rUKG644QY+/vjjn72usLCQgQMH8vLLL7Nq1SrefvttjEYj8+bN46OPPmrzOIXoSdac1U736evblwhPx9LhVVWl2rIPAGuVB/4hrdugFsLZjGYXYoeOAiAi15WNZ9c3zAUHzQfAbq+loGBds9cLIXqwLS9rf+qMMO7XTaZVu8qe5VpWlKunEe9olaNHjwIwaNAgwsLCnBZqZ3C2sJJvD2iZ13MH9SI+yKPJmqLFH2Iv1/pDuY+/E6x2AHwujUXR9ayNOyGE6E5ande6Y8cO0tLSuPbaa5vMff7550RFRTFmzJgWPeeyZctYvXo1H3/8MTfccAMAU6dO5ezZs/z+97/nuuuuu2AN/XXXXcd1113X6LH58+cTExPDO++8w803S1aGEK2RWprKqWLtRKAZUTMcvi47+SBmPy2l3t00vF1iE6K9xI8eR9KubZitegqTzpBbmUuwezB+fokYDN5YraXk5v1ASMhlHR2qEKKzyD+pnaIHMPg68G66sXTmYD7F2ZUADLkkgrXrtZs9er2eadOmOS3UzuLNDcnYtQN3eXBqM1lR5eUUffghAK4jZ2DJ0e6juw4OwBzt7bQ4hRBCtL1WZ0Y9+eSTHD58uNm5Y8eO8fTTT7f4OZcsWYKHhwfXXHNNo8fvuOMOsrKy2LlzZ4uez2g04uPjg8EgteRCtNaatDUN4xnRjm9GJR3+GKX+J0xU76vaOiwh2lXssFEo9T0Ro3Lc2JihnXKl05kICpwFQGHhJiyWsg6LUQjRyWw91y9VgcSHm0yrqsqeZakAmN0NmHtVkpaWBsCYMWPw9fV1UqCdQ2ZJNV/tywBgxoBg+vfyarKm+KOP6rOiFMwDrtYeNOjwnhPjxEiFEEK0h1ZvRh06dIixY8c2OzdmzBgOHjzY4uc8cuQI/fv3b7J5dK7/1JEjR37xOex2O1arlaysLJ577jlOnTrFo48++ovX5eXlcfTo0UYfp0+fbvG/QYjuZlXqKgDifeKJ9Y51+LrS8m0A2K16wqJmtktsQrQXFw8PIgZqrz2Rua6sTztfkhcUPA8AVa2joGB1h8QnhOhkSjPg0GfauP98COzTZMnZI4UUpGu95gZNDWPDJq0E2MXFhYkTJzot1M7i7Y3JWGxaWlSzWVEVlRQuWgyA65grsZVpJXmek8Iw+Lo4L1AhhBDtotUpQ5WVlRfMONLpdJTX13a3RGFhIbGxTX/Z9fPza5j/JXPnzmXlypUAeHl58dlnnzFv3rxfvO6NN97g+eefb2HEQnRv6eXpHC86DrSsRK8gPRWzfx4ARrUfOp2pXeIToj31Hj2etMMHcKs1cPr4fiqnVOJudMfXZyxGox8WSxG5eT/Qq5dk/gnR4217HexWbTzhd02mVVVl7/JUAEwuelS/Agr2FAAwadIkXF1dnRVpp5BXXsOnu9MBmNg7gCERPk3WFH/8sXaCnt6MMWomah3oPE14Tnasd6UQQojOrdWZUTExMaxfv77ZufXr1xMVFdWq5/25E0QcOV3k3//+N7t27eLbb79l1qxZXHfddXzyySe/eN0DDzzAkSNHGn188803LQldiG7nXONygEuiLnH4upP7vsDgqp0MFBbxy5vBQnRG8aPGQv3LTli2iW1ZWrafTmcgKGg2AEVFW7FYijsqRCE6zMKFC1EUhYSEhI4OpeNVFsI+LYOHmMkQNqLJkqykEnLOaGW9/SYGs2WbduKet7c3o0aNclqoncV7W1Koq29E/ptpvZvM2ysrKXr/fQDcxt6IWqf9MPaeHY3O3Hz/WCGEEF1Lqzejrr/+el5++WU++OCDRo8vWrSIV155paEBeUv4+/s3m/1UVFQEnM+Q+jm9e/dm1KhRXHbZZXz++edMnz6dX//619jt9p+9LigoiIEDBzb6iI9vmjIsRE+y+qxWghTtFU1vn6ZvFi8kP29twzgy7vK2DksIp/Dw9SMkXiu1icpxY0Paj0/VO1eqZyUvf1WHxCdER1q4cCGqqjrUQqHb2/U2WKq0cTNZUQD7Vmgn6OmNOmo8Mqmo0Mr1pk+fjtFodEqYnUVplYWPtmtfj1HRvoyOafr+vvjTT7GVlKC4+qIP1tqCGMM9cBsW5NRYhRBCtJ9Wb0b98Y9/JDExkbvuugt3d3d69+6Nu7s7d911F4mJiTzxxBMtfs5BgwZx/PhxrFZro8fPNUpvzd230aNHU1xcTH5+fouvFaIny6rI4nCB9v/ejKgZDmUmApTk5qD30hqyKtZemM3B7RajEO2tz+hEALyqjOw/vhVrfRmOj88oTKZAAPJyf+iw+IQQHay2Ana+rY1Dh0HslCZL8tPKSTum3ViNH+PLrj07AAgJCemRmWWLt6dSWadlTz/QTK8oe3U1he9pWVGuY24Bu/b+w2d+LIrOsfciQgghOr9Wb0aZTCZWr17N4sWLWbBgATExMVx++eUsXryYVatWYTK1vEfMFVdcQUVFBV999VWjxxcvXkxoaChjxoxp0fOpqsrGjRvx8fHB39+/xfEI0ZP9uESvJf2iTu1ejltgLQCBgdPbPC4hnCl+9LiGsW+ajQN5BwBQFD1BQXMAKCreTm1dQUeEJ4ToaPsWQ02JNp7wO2jmxs3e+qwoRadQ7pqKxWIBYMaMGeh0rX4r3iVV1lp5f2sKAAN6eTGlT2CTNcWffYatqAidTxR6H22zznVQAOZob6fGKoQQon21uoE5gF6v55ZbbuGWW25pk2DmzJnDjBkzuP/++ykrKyM+Pp5PPvmEFStW8NFHH6HXazXid911F4sXLyY5ObmhN9WCBQsYMmQIQ4cOxd/fn6ysLBYtWsTGjRv5z3/+c8Fm60KI5p0r0Qv3CKefXz+Hr8tM+wGv+uURMQvaIzQhnMY3JBSf8HBKMjKIynVlQ/oGRoaMBLRSvYyMDwE7+XkrCA+/uUNjFUI4mbUOtv9HG/vHQ7/5TZaU5FaRvF870CN8qCv7j2wCIC4ujri4OKeF2ll8siuNkiptM+7XU+ObZF3ba2oofO89AFxH3qo9qFfwnh3tzDCFEEI4wUXfjjlx4gRvv/02f/nLX8jJyQEgKyuL6urqVj3f119/zS233MKzzz7L7Nmz2blzJ5988gk33XRTwxqbzYbNZkNV1YbHEhMTWbFiBb/61a+YPn06v/nNb1AUhaVLl/LAAw9c3D9SiB4mtzKXA/kHAJgR7XiJXnlRAXZzkvaJzQ1v7yHtFKEQztNvjHbkun+Zme0n1je89nh7D8ds7gVAdvZXF7xeCNFNHfkSyjK18fiHQNe0sfa+VWeh/u1qiSm54efHjBmOZxx3F7VWG//dfAaA2AB3ZieENFlT8sWX2PILMIQOR+ehnZrnkRiKwb9nnTYohBA9Qas3o2w2G3fddRcDBw7k/vvv59lnnyUrKwuAe++9lxdffLFVz+vh4cGrr75KdnY2tbW1HDx4kOuvv77RmkWLFqGqKtHR0Q2PPf744+zatYuioiKsVisFBQWsWLGCefPkJC8hWmpt2vkG5DOjZjp83amdm/AM05q4enuNQ1HkxBvR9fX+UameIbmYlFKtxERRdIT2uhqAsvJDlJcf65D4hBAdwG6HLa9oY48QGHJ9kyUVxTWc3KHdqA3or3AmVbtZM2TIEEJCmm7EdHdf78skt0wr479vShz6n/R/UuvqtKwonQHzkOsA0LkZ8Joa6fRYhRBCtL9Wb0b95S9/4eOPP+af//wnR44caZSlNGfOHFasWNEmAQohnO9ciV4v914M9B/o8HWpJ79Bb9JOrgyPuqxdYhPC2QKjYnDz1057isxxY9XZ86fnhYZeC2i/UGVmfdYR4QkhOsKpFVBwUhuPewAM5iZLDqxJx25TUVEpMZ4GtBYXU6dOdWaknYLVZuetjckAhHq7cPnQsCZrSr79FmtODsaYKejMvgB4zYhC5yqtNoQQojtq9WbUokWLeOaZZ3jkkUfo27dvo7mYmBhSUlIuOjghhPMVVBewN3cv0LJT9CqKCrHo6jNDVB0BAZPbK0QhnEpRFPqP1Ur1govNrDm+rOEGjItLKP7+kwDIyfkGm62qw+IUQjiJqsKWl7Wx2RtG3NFkSU2FhaNbtIoBz9hasvO0cr7Ro0fj4+PjrEg7jR8OZ3O2UPv5eM+kWEyGxr+CqFYrhf99F8Xkgbn/pQAYAl1xH93zMsiEEKKnaPVmVGZmJuPGjWt2zsXFhfLy8lYHJYToOOvS1qHWN7ho0Sl6u7biHVUBgJvLIAwGz3aJT4iOED96PAAKCmpSPqeKTzXMhYVq5Tk2WwW5ucs6JD4hhBOlbYeMXdp41F3g4tVkyaENGVhrbaioFBu0rCiz2czEiROdGWmnYLervLlBy4rydzdx3aimZXdlK1ZiSUvD1HceikHrD+U9LxZF37NOGxRCiJ6k1T/hg4KCOHPmTLNzJ0+eJDw8vNVBCSE6zsrUlQAEuQYxOHCww9edObQck6d2Qk5YRNMThYToykL79MPV1weAuEx3fkj5oWHO338qJlMQAFlZn3ZEeEIIZzrXK0pvhrH3N5m21No4tD4dAFNYKSVlRQBMnDgRNzc3Z0XZaaw7kceJHO0m9Z0TYnA1Ne4nqdrtFL79Nop7EMaYKQCY431w6evr5EiFEEI4U6s3o+bOnctf/vIXMjMzGx5TFIXS0lJee+01Lr300jYJUAjhPPlV+ezO2Q3AzOiZ6BTHfkRUlhRTbd/f8HlAwPR2iU+IjqLT6Rk4YRoAwcUubDyyArtqr58zNjQyLy3bT0XFyQ6LUwhnWbhwIYqikJCQ0NGhOFfuMUjSbtow9EbwCGqy5NjWLGorrajYKDFqGUGenp6MGTPGmZF2Cqqq8sYGLTPM02zglnFRTdZUbNhAbVIS5oFXouj0oID33BiH2wQIIYTomlq9GfWnP/0Jq9XKgAEDuOqqq1AUhSeffJKEhARqamp45pln2jJOIYQTrDq7qqFEb3bMbIevS9q5raFEz2QIx82t6ZtNIbq6ARPPNx32OF3FgbwDDZ9rjcw1mZIdJXqAhQsXoqoqR44c6ehQnGvrq9qfig7G/6bJtM1m58CaNADUoHyqaioBmDp1Kkaj0WlhdhY7U4rYl1YCwM3jovByafw1UFWVgrfeRu8XjzF0OABuw4IwhXo4O1QhhBBO1urNqODgYHbv3s0NN9zA3r170ev1HDx4kDlz5rBt2zb8/PzaMk4hhBOcK9ELdQ9lcIDjJXpJe9fgFlQNQEgvxzexhOhKAqNi8I2IALRSvWVnzpfqubpG4Oen9YLRGplXd0iMQoh2VJIGh7/QxgMWgH9ckyXJe/OoKKrFrlgoM6UCEBgYyJAhQ5wYaOdxrleU2aDjzsSYJvNVO3ZQc+gQ5gQtuxSDDq9Z0U6MUAghREe5qK6AwcHBvPXWW6Snp1NXV0dWVhbvvPMOISFy8oUQXU1OZQ7787RSu1kxsxxOj68sKaaiZg/nlgcEXtJeIQrR4QZN0r6/vSuN7DqwFovd0jB3rpG51VpGXt7yDolPCNGOtv8HVJs2Tvxtk2lVVdm3SsuKqvPNwmKtA2D69Ono9fom67u7I5mlbDyVD8C1IyMI9DQ3WVPw1tsYQkeg94sFwHNiGAbvpuuEEEJ0P21yREVWVhaHDx8mKyurLZ5OCNEBzmVFAcyOdjy76fTu7XhFao1JdYon3l7D2jw2ITqLfhMmQ/3Ga2CqnR1ZOxrmAgKmYTT6A5CZ9VlHhCeEaC9VRbDvQ20cOwVChzZZkn68iMKMCmy6GirNGQBERkbSt29f58XZiby5UcuK0usU7pkU22S+av9+qnbvxTzwSgB07kY8J8sBSEII0VNc1GbU119/Td++fYmIiGDo0KFERETQp08fvvzyy7aKTwjhJMtTtEyOKK8o+vv1d/i6Uzs34Rmu9cQIDJqGTmdol/iE6Aw8/QIIG6A1bI7Jcmf56WUNczqd6Xwj89I9VFQmdUiMQoh2sOsdsFRp42ayogD212dFVXunY6/PoLrkkkt6ZCPulIJKlh/OBuCyIaFE+DU9RbDw7XcwxkxB5x4IgNclkehc5D2EEEL0FK3ejPrss8+4+uqr0ev1PPvss7zxxhs888wz6PV6rrvuOj77TO4KC9FVpJelc7TwKKBlRTn6xrmqrJSSkl3oTdqpYoFyip7oARLqS/Vc6/Qc3beFauv5/lA/bmSelSmNzIXoFuoqYefb2rjXEC0z6ifyzpaRcaIYq76SanMOAH379iUyMtKJgXYeb29Mxq6dh8L9U5r21qo5dYqKrbsw950HgCHQFffR0uZDCCF6kos6TW/OnDkcOXKE5557jnvvvZeFCxdy9OhRZs6cyZ/+9Ke2jFMI0Y5WpK5oGLeoRG/Xdjwjy+o/0+PvP6mNIxOi8+k9ejyKUbt7H55mYGPGxoY5N7dofH3HA5CV/SVWa3mHxCiEaEP7P4LqIm2c+Fto5obN/tVaVlSVVyqgoigK06f3zBs0OaU1fLVPK1O8pH8wfYI9m6wpeu89zH3nopjcAfCeHYOib5PuIUIIIbqIVv/UT05O5oEHHkCna/wUOp2OBx54gOTk5IsOTgjhHMtTtRK9eJ944n3jHb7u1M4teEdVAODrMxqDoekbTiG6G7ObG/EjxwIQmevKihM/NJqPjLgDAJutgoyMj5wenxCiDdkssO11bewbo52i9xOl+dUk783DYiyj1lwIwJAhQwgKCnJmpJ3Gu5vPYLFpaVEPTG2aFWXJzKRs7Q6MsdMAMMV44TJATuEWQoieptWbUVFRUVRVVTU7V1VVRUT98ddCiM4tuSSZpGKtt01LsqKqykrJy9yFyVM7TSwgsGfeARY9U8Jk7fvdYNeRvm8fpbWlDXP+/lPx8OgHQFr6+9hs1c0+hxCiCzi6BEq1rCfG/wZ0TU/FO7gmDbuqUumZAoBer2fKlClODLLzKKmq4+Nd2tdrbKwfwyN9m6wp/GAR5r6XotT3mPSZG9sj+2oJIURP1+rNqEcffZQ//elPFBQUNHo8Ly+PF154gccee+yigxNCtL9GJXoxrS3RgwD/aW0alxCdWdSgYRg9tIa80RkurE1b2zCnKApRUfcBYLEUkZX1eYfEKIS4SKoKW1/Vxu6BMPTGJkuqy+s4vi2bOlMxFpO2KT169Gh8fHycGGjnsXjbWarqtObt909pmmltLS6mbNVOjBFjAHAdHIApQrKqhRCiJ2r1ZtSRI0coKysjOjqaBQsWcO+997JgwQJiY2MpLy/n6NGjPPTQQzz00EM8/PDDbRmzEKKNqKrKihRtM6q/X3+ivKIcvvbk9k0NJXpubnG4uTl+rRBdnd5gYOAEbQO2V6EL3x/8qtF8cNBcXF21/yfOpv0Xu73O6TEKIS7S6TWQe0Qbj7kPjK5NlhzemInFYmvIijKbzUycONGZUXYaVXVWFm3Tvg4DQ72Y1DugyZqiDz/C1PtS7RMFvGdFOzFCIYQQnUmrz099/fXXG8bff/99o7m0tLRG84qi8Oqrr7b2rxJCtJOTxSdJLUsFYE7MHIevqyguIit5PwPHa+VHcoqe6IkGTpzGgRVLUVCoPpzKyWkn6evXFwBF0RMVdS8nTjxJbW02OTnfERp6dQdHLIRokS2vaH+aPGDUXU2mrXU2Dm/IoNYlD5uxEoDExETc3NycGGTn8cmudIqrtNL9B6bENym9s1dWUrZiDy5DfgWA+7heGPybbvAJIYToGVqdGWW32x3+sNlsbRmzEKKNnMuKApgVPcvh607t2IpXZHnDgUIBshkleqDguN549dKOIu+b5sFnJz5tNN8r5HLMpmAAzqa9jarKa6HoPhYuXIiiKCQkJHR0KO0jYw+c3aKNR9wOrk17H53cmUN1RS2VHqkAeHh4MHbsWOfF2InUWe28u/kMALEB7sxOCGmypviLLzFG19/40qt4TYt0ZohCCCE6GTlDVYgeSlXVhn5RQwKHEOoR6vC1J7dtwjtaO7LeaPTD23tYu8QoRGemKAojZl0GgFeVkT07V1NRV9Ewr9OZiYzUMgCqqs6Ql7+qQ+IUoj0sXLgQVVU5cuRIR4fSPra8rP2pM8K4XzeZVu0qB9akU+OWjd1QC8DkyZMxmUzOjLLT+OZAJtmlNQDcOzkWva5xVpRaV0fpDwfRe4cB4DU9Cr1Hz/xaCSGE0LTJZlRdXR1vvfUWDz74IH/961/Jzc1ti6cVQrSjg/kHyazIBFpWoldWkEfOmaN4hmslCQEB01GUpqcLCdETDJw8HZ3JCEBssonvzzQuWw8NvQ6jUcuoOJv6JqqqOj1GIUQLFSTBiR+08eDrwKvpzZrUwwUU5ZVR6a6dHOfr68vw4cOdGWWnYbOrvLUxGYAQLxcuHxbWZE3Jd8swhE4BQDHa8JgQ7swQhRBCdEIt2oz6+9//zujRoxs9ZrVamTBhAr/+9a954403ePrppxk+fDhZWVltGqgQom0tS1kGgE7RtahE7+T2LXhGVKAzaL9UBwbOaJf4hOgKzG7uJEy+BIDwfFe+3f1pow0ng8GdiPDbACivOEpR0aYOiVMI0QJbXwVUQIHEh5pdcmBNOtVumah6rUfStGnT0Ot75o2ZVUdzOJOv3aD61cQYzIbGXwfVbqd06WF09aWO3vPi0Zl65tdKCCHEeS3ajFqxYgWjRo1q9Ng777zDnj17uPbaazlw4AAff/wxlZWV/PWvf23TQIUQbcdqt7IydSUAY3uNJcC16Yk3F6KV6GmlSDqdK36+ie0SoxBdxbBZ8wFQUHA9WsTe3L2N5sPDb0WvdwcgVbKjhOjcyrLgYH3/t37zILBvkyW5KWVknM6n2j0DgJCQEAYOHOjMKDsNVVV5sz4rysfNyA2jm/aBKlu1Eb3/GAAUUy3uo5tmTgkhhOh5WrQZderUKcaPH9/osSVLluDt7c3777/P4MGDuf7663nkkUdYtUp6YwjRWe3M3klRTREAc2PmOnxdcXYmuSlJeEVq/aL8/Seh17u0S4xCdBUBEVGE9O8PQO90Dz4/8kmjeaPRm7CwGwEoKd1NYeF6p8cohHDQjjfArmU7kfjbZpccWJNGlUcaqk47lGD69OnodD2zDevW04UcyigF4LZx0bibmx7UXfr9MRSjdmqezxX9UX7ST0oIIUTP1KJXzsLCQiIiIho+t9vtbNu2jcmTJ+Pqev5o1rFjx5Kent52UQoh2tS5Ej2TzsT0SMdPwju5bTMevaowuNgBCAyQEj0hAEbPuQIAs1VPyo4dFFQXNJqPirwHg8ELgFNJL2C31zo9RiHEL6guhj0faOOoCRAxqsmSsoJqTh1Io9pNa0cRHR1NfHy8M6PsVN7YcBoAV6Oe28dHN5mv2LIPxX0AAIqhDLehjh+WIoQQontr0WaUv78/RUVFDZ8fOXKE6upqRo4c2Widi4sLBkPTOyNCiI5Xba1mzdk1AEyOmIyHycPha0/86BQ9RdETEDC1XWIUoquJGzkGs4+22dQn1Z2vT33daN5k8iMmRus9U119lvT0xU6PUQjxC3a/B+dOxJzw22aXHFyXTqX7WVC0ctvp06ejKD0z0+dAegnbkgsBuGF0JL7uTU/HK/nmGIpO+53A95qEHvu1EkII0VSLNqMSEhL45JPz5QdLlixBURSmTJnSaF1ycjIhISFtEqAQom1tzNhIlbUKgHkx8xy+riAtlcKMsw2bUT7eozAafdojRCG6HJ1ez8hZCwDwKzexZttX2Oy2RmvCw27GzU3LoEhJ/Q+1tflOj1MIcQGWatj5ljYOToD4S5osqam0cHD7aWpctVOj+/Xr16hioKd5sz4ryqhXuHtSTJP5yt2nwBBV/1k2bkOimqwRQgjRc7VoM+qRRx7hiy++YNq0adx444385S9/ISEhgQkTJjRat3z5coYOHdqWcQoh2siyM1qJnqfRkwnhE35h9Xknt2/G1b8Wk6cVkFP0hPipwdNngV57WQ06WcfmzM2N5nU6I316Pw2AzVZB8pmXnB6jEOICDnwMlfUbxIm/hWYyeI5tyaLMnAyKdmDBtGnTnBtjJ3I6r5yVR7VNucuHhtHL27XJmuKvjwGg2m34XTPYqfEJIYTo/Fq0GTVr1izeeOMNzpw5w/fff8+UKVNYsmRJozU5OTmsXbuWWbMcPypeCOEcpbWlDb8gz4iegVlvdug6VVUblegBBEi/KCEacfP2oc847XTJqBw3Pt/z/5qs8fefSECAlnGRnf0lZWWHnBqjEKIZNitse00b+0TCwCuaWWJn9/oj1LloZWlDhg4hKCjImVF2Km9vPANoe3b3TYlrMl+55yyo/tonlmTcRvRzZnhCCCG6gBYf/XHfffeRmppKeXk5q1atIjY2ttF8SEgIhYWF/OpXv2qzIIUQbWPN2TVY7VpmU0tO0ctLSaYkJ7thM8rTYyCurnI0sxA/NXLO5QDoVIXyPSc5nH+4yZre8U+gKEYATp36E6qqOjNEIcRPHf8WilO18fiHQN+072nSnlwKlFMA6BRdkxYVPUlWSTVL9mcCMHtgCHGBjXtPqnaVkm9OaGNLDb5XDnJ6jEIIITq/nnkOrRA91LlT9AJdAxkZPPIXVp93fMt6TJ51uAZoJ4AFSImeEM3qFd8Xv5hoAPqd9eSdvW82WePmFk1kxB0AlJbtJzf3O2eGKIT4MVWFLa9oYzd/GHpTM0tUtq3Zj8VcCsDIUaPw8fFxXoydzLubU7DatU30+yY3kxW1KwPV6gaAveIg7hOankoohBBCyGaUED1EbmUuu3N2AzA7ZjZ6nd6h6+w2G8e3bMQ7uqLhMekXJcSFjV9wHQAuFj2F2w5ytPBokzXR0b/GZAoE4PTpv2O1VjRZI4RwguR1kFNfLjvmPjC5NVmSlVRMVrXW/0ivMzB58iRnRtipFFfW8cmuNAAS4/0ZEuHTaF612Cn9QWtsbq8pxeeywXKCnhBCiGbJZpQQPcSK1BWoaHcyW3KK3tnDB6gqLWko0XNxCcfDvW+7xChEd9BnTCLeYaEADDzjxdu732iyxmDwIC7uMQBq63I5lfRnp8YohKi35WXtT5MHjL672SXrftiB1ahtGI8dMw53d3dnRdfpLN6eSrVFOyn0/snxTebLt2WgWrQyR1veVrxmT3dqfEIIIbqOpkXxQohu6VyJXpRXFAP8Bzh83bFN69C7WHEPqQK0rCi5y9kJ1JRBaQaUZUJpOpRmQm0ZuAeCRzB49gLPYPAMBY/Ajo62R1F0OiZdeyvfv/w3XCx6CrYe4Pio4/T3799oXa+QK8nJ+Ybi4u1kZ3+Jv98kgoMd3ygWQlykjL2QWn/q5YjbwdW3yZLC7HJSCw+DAYw6M5OmOH4KbXdTWWtl0bZUAAaHe5MY799o3l5tpXx1KqBgL8/B+9IhKHrHsrCFEEL0PLIZJUQPcKb0DMcKtRKDeTHzHN5Mqquu4vTuHXhHV6DU51EGyil6HcNuh8y9cOwbOP49lJx1/NrAftD/Uu0jZHCzR5aLttV79Hi8w8MozcgkIcWLd/a8ycuzXmu0RlF0DBjwEjt3zsNqLeHEyafw8hoqhwMI4Sxb67OidEYY+0CzS1Z9swmboRqAsWPGYzY7dgptd/Tp7nRKqiwA3D85rsl7ibIN6ahW7TFL2ip8rvi302MUQgjRdUiZnhA9wNLkpQ3jubGOn6KXtGs71rpavGO1Ej2j0Q9v7xFtHp/4Gem7YPkf4ZUEeO8S2P568xtRig7MXs0/R/4J2PRPeHsSvDoYVj4FuU37GIm2o+h0TL7uNgDMFj15m/dxsuhkk3Uu5hAG9H8RAKu1nGPHHkVVbU6NVYgeKf8UHK9/bRxyHXg33QQuL6kiKfsgACadK5OnJzozwk6lzmrn3c1nAIgNcGfmwJBG89aSWio2ZwBgK0zGc+ZQdC4uTo9TCCFE1yGZUUJ0c3bVzg9nfgBgcMBgoryiHL722KZ16E02vMIrAa1ET6eTHxtOkbEX1i6ElE0/mVAgchzETwffaPAKA+9wrSxPbwBLDVTkah/lOVBwEk78AFn7tctL0rQNre3/0U6NmvY0ePVy8j+uZ4gfNQ6fiHBK0jMYmOLJO7vf4P9mvdpkXWDgTMJCbyAz6xNKSneTmvomMTEPdkDEQjhu4cKFPP/88x0dRuttexVQAQXGP9zskmVfr8WuqwNgzMhEDIae+/r37YFMsktrALh3cix63U+yolafBbs2rk36jrC/v+vsEIUQQnQx7ZIZpdPpCA8P56233sJqtbbHXyGEcNC+3H1kVWYBMD9uvsPXlRcWkHb0EF5RFSh6rfF5UJDjWVWilfJPwmc3w7vTzm9EKTqInghzX4JHT8Cdy2HSYzDoaogaBz4R2kYUgNEFfKMgYjQMuAwm/R7u2QC/PQKz/wZRiYACqHDgI/j3cFj/ItRVdtA/uPtSFIXJ190OgNmqJ3fzXpKKk5pd27v3U7i5aUekp6S+RmnpPmeFKUSrLFy4EFVVOXLkSEeH0nKlmXDwM23cfz4E9mmypKKikpNn67Oi8GDKrHHOjLBTsdtV3tqYDECIlwuXD2ucRWbJqaRqX642zj6A55TBGPz8nB6nEEKIrqVdNqMmTZpEr169eOihh+jTp+kLvBDCeZae0coQDIqB2dGzHb7u+JYNoKr4xJZp1xt88PUZ0x4hCoCKPPjm1/DGWK0nFGh9TEbfC48ch9uXaic9eYb8/PNciE8EjL0f7lgGv94FfeZoj1uqYOPf4LXhcOATUNW2+fcIAOJGjsEnMgKAgSlevNPMyXoAer0rCQNfQVFMqKqNI0cfwWotd2aoQvQcO94Au9b7iMTfNbtk2ddrsCvaDdVRQ8aj78GNuFcdyyU5X7thcdeEGMyGxl+L0hWpoIKq2qk7tgT/2293fpBCCCG6nHbZjNqwYQO7d++mqKiI119/vT3+CiGEA2pttaxKXQXAhPAJ+Lo0PSmoOaqqcmzTOnQmG14R2hvQoMCZ6HTGdou1R0taDW+O1zKVVLuWCTXkRvjNXpj7j9ZvQF1IYB+48VO47XutoTlARQ58cx9884BW6ifahKIoTLn+DgBMVh05G3dzMP9gs2s9PQcQH/d7AGpq0jl85DfYz/3CLIRoG1VFsOcDbRwzCcKb9kEsKyvj+Jn6rCibN1PmjXZmhJ2Kqqq8WZ8V5e1q5IYxkY3ma8+UUHOiCADL2S24jx2IKTra2WEKIYTogtq1gbmHhwdz50pZjxAdZUP6BsotWnbFpbGXOnxdXuoZCjPS8I78cYnenPYIsWez1GjNyf93NVTma4/1mQP3b4Mr3tTK7dpTzCS4ZyNc/hZ41G94HfwYPpgNpRnt+3f3ILHDR+EXrf23HJDqxT/Wv4DV3nwJe0TE7QT4TwOgqGgzx088gSrZakK0nd3vgqW+LDnxt80uWfbdKtT6BkjDB4zFaOq5vaK2nynkYHoJALeNi8LDfP5roaoqJctTtbG1jroT3+N3x50dEKUQQoiuSE7TE6IbO3eKnqfRk8kRkx2+7vjmdQD4xGkbWQaDN76+PbdfRrvIOwHvToedb2qfmzzgine0jKWg/s6LQ6eDoTfAfZshcrz2WNZ+eHsypG5xXhzdmKIoTL3xLkDLjvLeXsBnJz+7wFodCQmv4uWpZazl5Cwh+cxLTotViG6trgp2vqWNQwZD3LQmSwoKCjhxWjtt1FTnx6R5PfsE2Tc3aFlRLkYdt42PbjRXfbgAS7r2PqEueTUu/WJwGz7M2SEKIYToolp0q2fatKYv2heiKApr165tcUBCiLZRVFPElkxtM2Fm9EzMerND19ltNo5v2YjOaMMr8sen6EmJXpvZ/z/44RGw1pfDhY2Eq/4LfrEdF5NHENz6Lax6Cna9A1UF8OECmPVXGH0PKMovP4e4oOghw4kdNYYzu3cSl+XO5yvfZlb0LAJcA5qs1evdGDLkXfbsvZbq6lTOnn0LsymIiIjbOiByIbqR/f8Pqgq18YTfNvtzbdWK1WgNkCAhZhRuXianhtiZHMksZXNSAQDXj4rE3+P8+wjVZqdsZSoA9tpy6pJWEvavv3dEmEIIIbqoFmVG2e12VFVt+Dhx4gQbNmwgJSWF6upqUlJS2LBhAydPnpSyAiE62MrUlVhVrRRofqzjp+idPXyAqtIS7RQ9nVamICV6bURVtZPrvn2gfiNKgYmPwZ0rOnYj6hyDCeb+Exa8AXoz2K2w/HFY9+eOjqxbuOSO+9GZtV9shxx05aUd/7jgWpPJn2FDP8Bk0jarTiX9mdy8ZU6JU4huyWaBbf/Wxn6xMODyJksyMzM5dfokAOaaIMbPGeTEADufc72iDDqFX02MaTRXuSsHa6F2Q6Xu5A8YQ4PwnD7d6TEKIYToulq0GbVhwwbWr1/P+vXr+cMf/oBer2fr1q2kpKSwfft2UlJS2LJlCzqdjscee6y9YhZCOOBciV6oeyjDg4c7fN2xTVqJnm+clhVlMHjh5zu+7QPsaWxW+O432sl1AK5+WgPx6c+AvpNlnQ27Ce5cDp6h2ueb/w82/rNjY+oGPP0DmHjtLQB4VxnJWLuN3Tm7L7je1TWSIUPeQ693B1SOHn2UoqKtTopWiG7m8JdQmq6NEx8GXdPT8VavWq0NVIXYoMEEhHs4McDOJaWgkuWHswG4bGgo4b5uDXP2Whtla9O0cWU+lpSN+N1+G0oPPnFQCCFEy7W6Z9TTTz/NwoULGTeucR+Z8ePH89xzz/HUU09ddHBCiNZJLU3lUMEhAObFzkOnOPa/ek1FBUm7tqEz2PGKrAAgMOASdLqeW6bQJuoq4dMbtRIRAJ9IuGsVxEzs2Lh+TtgIuOMH8Oylfb7+hfNZBaLVhs+5DJ+IcAAGJ3vz0uo/Y7Fd+MQ8L88EBg16A0UxoKp1HDj4K3Jzf3BWuEJ0D3Y7bH1FG3uEwJAbmixJTk4m9WwqAK5VvRgzo5/z4uuE3tmUjL2+yOG+yXGN5io2Z2Cv0H5u1R77Br2XBz5XXOHsEIUQQnRxrd6MOnr0KBEREc3ORUZGcuLEiVYHJYS4OEvPLG0YXxrn+Cl6J7Ztwmax4BVVjqKzAVKid9Eq8mHRfEhaqX0eMhjuWgMBvTs2Lkf4xcKt34F7oPb5qqdh1387NqYuTqfXM+eehwHQ2xXCdlTy4bEPf/Yaf78JDBzwr4YNqSNHHyIt7T0phxfCUadWQH79+9JxD4ChcQ9Fu93OmjVr6j/REezah6gEfycH2XnkltXw1d5MAC7pH0yfYM+GOVt5HeWbtDlbyVmsmXvwufEGdK6uHRKrEEKIrqvVm1HBwcF89dVXzc598cUXBAcHtzooIUTrqarasBmV4J9AjHfML1xx3tENWolCQL86APR6D/z8Ets+yJ6iPAc+mA1Z+7TP46bBHcvAswv9fAzsozU2d/XVPl/2GOz7fx0bUxcX2qc/CdNmAhBW4Mqy5YtIL0//2WuCg+cxdMj76PVa2VDS6b+SlPQCqmpr93iF6NJUFbb8Sxu7eMOIO5osOXbsGNnZWkmaW1U4I6bFo+h67qEN729Joc6m9Yy8f0rjrKiydWmoddrPndqjX6MYDfjdeKPTYxRCCNH1tXoz6oEHHuC///0v11xzDUuWLGH79u0sWbKEq6++mvfff58HHnigLeMUQjhof95+Miu0u5bz4xxvXF6Qfpac5CR0BjseYaUABAZegk7n2Cl84icqC+HDy6HwtPb5kBvgxs/B7Pmzl3VKwQPhliVg9tY+/+43cHRJx8bUxU266Q6MHloPlqFH3PnD6keps9X97DV+fomMGP4pZpO2mZmesYjDRx7CZqtp93iF6LLOboWM+t5so+4GF69G0zabjXXrtF6Jit2Ijz2avmNDnB1lp1FabeF/O7V+UKNj/BgR5dswZy2opnJnjjbOO4Yt/zhe8+djCAzskFiFEEJ0ba3ejHr88cd59tln+eGHH7j66quZMGECV111FcuWLeOpp57i8ccfb8s4hRAO+i75OwAMioHZ0bMdvu7IBq1EwSuyAhStF0RQoJTotUp1CXx0BeQf1z4fcTtc/mbna1TeEqHD4OYvwag102bJ/ZBzpKOj6rJcPTyZfuu9ALjVGgjYUMA/d134dL1zPD37M3Lkl7i7a2We+fkr2Lvveiorz7RrvEJ0WVte1v40uMCY+5pM79u3j6KiIgDcKiJJmBCJycXgzAg7lY92nKWiVjuJ96dZUaWrUjnXSKr2qFYd4Xf77c4MTwghRDfS6s0ogIULF5Kdnc3SpUv58MMPWbZsGVlZWfzpT39qq/iEEC1QZaliReoKACaGT8Tf1bGeFzarleOb1wPQa6hWmqCV6HXiBtudVW0F/O8ayD6ofT74Opj3MijdoOQjYjRc9yGggLUaPrsJqos7Oqoua8CkacSMGAVAVK4bh1Ysa/j/9+e4uIQyYvjn+PiMAaC8/DC7dl9Kesb/kz5SQvxY9kE4Xd8Lavit4NE4g6euro6NGzcCoLOacasJZdCUcGdH2WlU19l4f0sKAP17eTGlz/mvV116OdWHCgCwZO/BXpqO+/jxuPTt0yGxCiGE6PouajMKwNvbmzlz5nDTTTcxe/ZsfHx82iAsIURrrE1bS6WlEoAF8Qscvi5l/x6qSkvQGW2YA3MB7RQ9vV5K9FrEUg2fXA8Zu7TP+18KC94A3UX/qO084i+B6c9o4+JU+Opu7aQq0WKKojD3gUdxD9A2jUee9OXfS1/gbNnZX7zWaPRi2NAPiIy4C1Cw22s4dWohBw7cTk1tTjtHLkQXseUV7U9FD+MebDK9Y8cOKiq0k2PdK6KJHxaMp5+LEwPsXL7Ym05hpVYufP+UOJT6myiqqlK6IqV+lUrt4fqsqDtu74AohRBCdBcX9RtSfn4+TzzxBOPGjaNPnz4cPXoUgLfffpv9+/e3SYBCCMd9m/wtAL5mXyaFTXL4unMlev69awGtRC842PF+UwKwWeDz2yB1s/Z5/Ay46n3Qd8NyjwmPQL/674/Tq2Hj3zo2ni7MxcODyx95GkWvR6cqjNntwR9WPEKN9Zf7QOl0Znr3fpLhwz7CxSUMgKLiLezcOYfsnG8kS0r0bIXJcOwbbTzoavCNajRdVVXF1q1bAdBb3DHXBDFkevOnRPcEFpudtzdq5b6Rfm7MTTjfN6s2qYTaZK2XpDV7B2pVIab4ONwnTOiQWIUQQnQPrd6MSklJYciQIbz22msoikJycjK1tbUAHDp0iNdee63NghRC/LKsiix2ZWsZOfNi52F0sD9RZUkxZ/Zp14UO1+6CGgw+copeS6iqdspc0krt8+iJcN3/A4OpY+O6gKqqKiorK7Fara17AkXRemAF1JdnbPw7nFjWdgH2MCFxvZl6290AuNcYCN1Ywt92vujw9b6+Yxkz+gd6hVwFgNVaxrFjj7J7z+UUFW1tl5iF6PS2vQZqfdZm4m+bTG/evLnhfat7RTTB0d6ExHo7McDO5YdD2WSWVANwz6RYDHrtVwTVrlK6vD4rSq9Ss/8LAPxvv70hc0oIIYRojVbfsn/88cfx8fFhz549BAUFYTKd/6VrwoQJPPfcc20SoBDCMd8lf4eKlglxefzlDl93fPN6VLsdvdmK4q4dLx8UNBudrnNupHRKO96AvYu0cegwuOETMLp2aEgAdrudvLw8cnJyyM3NbfiorKxsWKPX6zGbzZjNZnx9fYmPj6dPnz4EBAT8/JO7eMF1/4P/ToO6clhyL9y9HgLi2/lf1T0NnTmP9GOHSdqxlbACV/atWMvnAQO5tu+1Dl1vMHgyYMA/CAiczokTz2CxFFJefoT9B27F13c88XG/x8trcDv/K4ToJMqy4cDH2rjPHAge0Gi6pKSEXbu0mzDGOi9MtX4MmdZze0XZ7SpvbkgGIMDDzNUjzn8tqg/lY8nWXjNsudtR6yrQ+/vjdemlHRKrEEKI7qPVm1Fr167lzTffJDQ0FJvN1miuV69eZGVlXXRwQgjHqKrKt6e1Er1+fv3o69fX4evOleiFDjMA2v/LUqLXAidXwMqntLFnKNzwKZg9OzSk8vJyDhw4wL59+ygu/vkG4zabjaqqKqqqqiguLubMmTOsWrUKPz8/+vTpQ79+/YiKimr+DnhgH7jiLa2ReW0ZfH4r3LMeDNJrrKUURWH2fQ+Tk3Ka8txchp7y5oPvXsL9Knfmxc5z+HmCAmfh5zuetLT3SUt/D5utkuLibezecwWBgTOJCL8DH59RktEgurftr4NN633ExEebTG/YsKHhvat7eSzu3mbihgc5M8JOZf3JPE7mlgNw14QYXIx6AFSrndKVqQAoZqjarm3w+d54Azqz/JwXQghxcVq9GVVTU4Ofn1+zc5WVlei6U8NeITq5vbl7yajIAFqWFZWTfIrCjDQAggbWYgNMpiB8fUa3Q5TdUM4R+OouQAWjG9z4KXiG/OJl7cFut3P69Gn27dvHyZMnm/QL0ul0BAYGEhwcTFBQEAaDgbq6Ompra6mtraWmpoaMjAxKSkoAKCoqYseOHezYsYPIyEhmzJhBREQz/VT6z9d+2dv8f5B3FDb8DS6RzNjWMLm6ccWjT/PRU78Di5Up+wJ41fA8Lle5MD1yusPPYzB4Ehv7MOHhN5GS+gaZmR+jqhby81eRn78KN7d4wsKup1fIlRiNPbcsSXRTVUWw5wNtHD0RIkY1ms7Ly+PgQe20U1ONP0aLF4Mmh6M39Nz3reeyojzNBm4aG9nweMXObGzFWimjvWQP2OpQzGZ8b7ihQ+IUQgjRvbR6M6pv376sWbOGGTNmNJnbtGkTCQkJFxWYEMJx5xqXG3QG5sbMdfi6o/VZUUZ3GzaD1hMiOGguiqJv+yC7m/Jc7eS8ugpAgSv/C72GdEgoZ86cYfny5eTn5zd6PDAwkOHDhxMbG4u/vz8Gw8//yFdVlfz8fE6dOsWpU6dIT09HVVXS0tJ477336N+/P9OnT29awjflCTi9FrIPwNZXoO/cJr8ACscERsUw/+E/8N2//orBrmPqngBeNDyJ65UvMz5sfIuey2QKoG+fZ4mMuJOUlNfIyf0eVa2jquo0SUkvkJz8T4KC5hIcNA9f33Ho9T33FDHRjez6L9SfKsuE3zWZXrt2bcNmvXt5NHqDjoETQ50ZYaeyO7WIPWe1DNqbx0Xh5aL1m7TXWClfp92s0nsbKPnuPQC8L7sMwwVuRgshhBAt0erNqLvvvptHHnmE0NBQbrrpJgDq6ur48ssveeONN3j99dfbLEghxIVVWapYmao1zp4cPhlfF1+HrrPU1nBi6yYAYid6QX2/qeBg6QPxiyzV8OmNUKr12OKShVqGkJOVlJSwcuVKjh8/3vCY0WgkISGB4cOHEx4e3qJyLEVRCAoKIigoiAkTJlBZWcnWrVvZuXMnNpuN48ePc+LECUaMGMG0adNwc3PTLtQbtXK9tydppTHf3Af3bgaTW1v/k3uE3qPGMeeBR1j+n//DZNUxbacfz+of5e9Xvc6I4BEtfj5X13AGDPgH8fF/IDv7KzKzPqW6+ix2ey05OUvIyVmCTueKn18igQHT8Q+Yhtn0Cz3DhOiMaitg55vauNcQiJvWaDotLY2TJ08C4FIdjMHmTp/xwbh69tweieeyokwGHXckRjc8Xr4pA3uldsiFWnMQ7FpZo99ttzo9RiGEEN1TqzejHnjgAQ4cOMDvfvc7Hn1Uq8efMGECqqpy9913c9ttt7VZkEKIC1t9djXVVu0EnAVxCxy+7tSOrdRWaXePvWOKqbODi0sEXl4dk93TpSx7DDL3aOOhN0Piw0796y0WC1u3bmXLli0NJ+IZjUYmTZrE6NGjMf+ol4fVYsNSa8NaZ8dmsWO12LBa7Lh7m/HwNf/sZpW7uzszZ85k9OjRrFu3jkOHDqGqKnv27CEpKYnrrruO0ND6jIKg/jD1KVjzHBSehnV/htmOnwgnGhswcSrW2lpW//d1zBY9U7b78AfDb/jXFW8xOLB1jchNJn+iou4hMvJXFBdvJzPzE/IL1qKqddjt1RQUrKGgYA2g4OHeB2/v4Q0frq4X6BsmRGeybzFU1/fJm/CIdvJnPVVVWbNGywbWKTrcyqMAGDytmfLjHuJ4dhnrTuQBcM2IcII8texIW3kdFZszATD2cqV48X8BcJ8wAXO8HFIhhBCibbR6MwrgnXfe4c4772Tp0qXk5eUREBDA/PnzGT++ZaUEQojWO1ei5+fix4TwCQ5fd3jdKgC8Ql2os2uZNcHB8+UXzl9y4GPY/5E2jhwH819u9AtPe8vOzuaLL76gqKio4bFBgwYxY8YMPD09Kc2vJiU5m+zTJWQnl1KcU3XB5zK7GfAP88A/3IOAcA96xXnjG+LeZJ2Pjw9XXnkl48ePZ9WqVZw5c4bS0lLef/995s+fz9ChQ7WF438DJ36AjF3aCYP95kG049+TorHBl8ymrrqKjR+9j2udnolbvXiQX/HEjOeZEzOn1c+rKDr8/BLx80vEaq2kqGgLBQVrKShcj8VSBKhUVJ6kovIkmVmfAGA0+uHlNQh39z54uPfFw6MPbm5xUtrXgy1cuJDnn3++o8M4z1oL2+qz8v3joX/jLN9Tp06RlqaVnblVh6G3uxDW14eAcA9nR9ppvLVRy4rSKXDPpNiGx8vWpqFa7AAouiTUKu11RLKihBBCtKWL2owCGDt2LGPHjm2LWIQQLZRRnsHunN0AzI+dj1FndOi6wsx0Mk8cBSB+sg/2+sdDpETv5+Ueg6WPaGO3ALj6AzA4r7zjwIEDLF26tCEbKjg4mLlz5+Ku92Pv95mkHCyguqzO4eerrbKSlVRCVlJJw2O94r0ZODGMuOGBGIyNe4eFhIRwyy23sH37dlavXo3VauWbb74hMzOTWbNmaT2pLn8T3poA1mr45gG4f2uHny7YlY289ErqaqrZ/uUneNQYmLHFj39UP03SxCQeHPYgOuXimi4bDO4EBc0iKGgWqmqjtOwAhQUbKC3dR2nZQex2LevSYimisHAjhYUbf3S1DlfXcFxdo3B1jcDVJQJX10hcXMMxm0MwGf1QLjI+0XktXLiQhQsXcvTo0c7RJ/TQZ1Bef5LzhN+B7vzPL7vdztq1awEw6k2YS8MBGDy152ZFpRVW8f1B7es1f3AoUf7ajQhrQTWVu3IAMPf2oeR/2oEUprg43CfIzQUhhBBt56I3o7Zv38769espLCzE39+fKVOmSGaUEE7yXfJ3DeMF8Y6X6B1Zv7phbApMo6YW3N174+7ep03j61ZqK+CL27RNFhS46l3w6uWUv9pqtbJixQr27NFKAxVFYcrkqQS7xrP382yyk5ObXGMw6wmJ8SIk1hsXDyMGow6DSY/BqENn0FFWUE1hRgWFmRUUZlViq78Lnn26lOzTpWz53Ei/8b0YODEUn6DzvZ8URWH8+PGEhITw5ZdfUlVVxe7du8nJyeHaa6/FMyBe66G14g9QchZWPQOXvuKML1O3Ne7qG7HW1bH7u69wqzUwe0cwa6r+x+mS07w48UXcjU2z2VpDUfT4eI/Ax1vrS2W3W6moPKFtTJXuo6LiBFVVKaiqtf4KO9XVaVRXp13g+YyYTYGYzcHa5pQpAKPJH5PRD5PJH6PJH6PRB6PBB6PRC51OjooXrWS3wZZXtLFXGAy6ttH0oUOHyMvTytG8LFHoVCNeAS5ED+65vdHe2ZyMvf7Q1fsmxzU8XroqlXMTBq9srFnZAPjdcotkTgshhGhTrd6Mqq6u5vrrr2fp0qWNjhBXFIW5c+fy+eef4+rq2iZBCiGastltfJ30NQAD/AfQx9exjSSb1cLRjdod4qiRkdTUas3Pg4OkRO+CVBWW/hYKTmmfT/kjxE11yl9dUlLCF198QWam1r/Dzc2NhPAJJP9g40j5ifMLFYga6E/EAD9C433wD3NHp3csK8VuVynOruTUrhyOb8umutxCTaWFA6vTOLAmjUFTwhm7IBaTy/mXjNjYWO655x4+//xzsrKySE9P57333uOOO+7Ae/Q9cGIppG6GvR/A4GshSm5StJaiKEy66Q48AwJZv+gdDHaYfCCQAxX7uLnsJl6b/m8iPNs+w0OnM+DlmYCXZwIR4Vp5jt1eR1VVChWVp6isOElV9dn6Dal0rNbSRterqoWa2ixqarMc/PtcMRq9MRi8MBg8MBg8Meg9MRg80Rs80OvdMejd0evdtA+DO3qdK3q9K3q9GzqdS/3YFYNBsvF6lOPfQVH9pvz43zTKWLVYLKxfvx4ANxd3lNQgAAZNCUen65mveXnlNXy+JwOAqX0DGRDqBUBdRjnVhwoAcB0aSOlXWhmm3tsb7wWXdUywQgghuq1Wb0Y9/vjjLF++nBdeeIEbb7yRkJAQcnJy+N///sfChQt5/PHH+fe//92WsQohfmRr1lZyq3IBuLrP1Q5fl7xnJ9Vl2i+NEaOMVNTX6AUHO/80uC5j7yI4/IU2jp0Ck37vlL82IyODjz/+mKr6fh0BPsG45vYh5UxNwxoXDyMDEkMZODEUr4DW3QDQ6RT8wzwYd0U8o+fHcuZAPkc2ZWrleyocXp9ByoF8Jt3Ql5gfZRL4+Phwxx13sGzZMvbv309JSQmLFy/m9ttvx2vB6/CfMWCtgR8eg3s3gf6ik3F7tGGz5uPbK4zvX36Ruqoqhp72IbWilOvLruHB0Q9zXd/rLrps75fodCY8PPri4dEXflLWa7GUUl2TTk11JrW1OdTW5tZ/5FBbl0tdXVGTDasfs9urqa2tprY256JiNBi8mTxp30U9h+hCVBU2/582dvWD4Y37Gu3Zs4fSUu37LkDXm2r0GM16+ieGOjvSTuODranUWbUX//unnG9IXroiVRvoFcwR1eQdOACAz/XXo5MbzEIIIdpYq38z+Oyzz3jmmWd44oknGh6LioriySefxGKx8Prrr8tmlBDt6MtTXwLganBlbsxch687tFbLhDK7u2E1HYIa8PQchJtbdHuE2fVlH4Llf9DGHiFw5buNepG0l5SUFD755BPq6rQeUAGmaDgRTg3anfyACA+GTo8gbkRQk95OF0Nv1NF7VDC9RwVTmFnBxk9Okn26lIriWpa9cYi44YFMvK4P7t5aSZXRaOSyyy7DZDKxc+dOioqK+PDDD7n99tvxmPgYrH8B8o7C7v/C2PvbLM6eKnrwMG76y79Y8vc/UZKTRXSOO94bjbxd/BI/nPmBheMWEu/bMaddGY3eGI3eeHleuH+Q3V6HxVJMXV0hdXWFWKwlWC1l9X+WYrGUYLWWYbVVYLWW139UYLOVY7c71g9Nr5dfmnuU02sg57A2HvsAmM6XrdbU1LBp0yYAfLx9qTrpiQL0G9cLs2vP3Bwvq7Hw0fazAIyM8mV0jB8ANUnF1J4uAcB9dAilX72hXWAw4HvjDR0RqhBCiG6u1a/EVVVVF+wNlZiYyD//+c9WByWE+Hm5lblsytDeYM+Nmetwz5jSvFzOHj4AQP9p/aip2QtI4/ILslTDl3eCrRYUHVz9PngEtvtfm5SUxGeffdbQqNyzrDdKldafysXdyNjLY+mfGNruJSb+YR5c8chwjm3NYtvXydRVW0nel0/68WKm3tyP+BFauYuiKMyePRubzcaePXsoKCjgww8/5Lab7sL9wP+gOAXW/xUGXgmewe0ac0/gFxrOjX/5P5a+/CJpRw7hW2Fi3rYQjuac5fq8a7h9yF3cPfhuzPrO14NJpzPV95Bq+feB3W7Fbq+u35yqwmarxGarwWavwm6rwWarxmavRqc4dpCD6CbOZUWZPGH0rxpNbd26lepqrQl/uPtAcus38wdNCXNqiJ3JRzvOUl6rvbbcP0XrFaXa1YasKMWkw3WgmZwn60/cnTMHY7D83BZCCNH2Wr0ZNXbsWHbv3s306dObzO3evZvRo0dfVGBCiAv75vQ32FQb0LISvSMbVmslDYB/vwoKywB0BMtmVPPWPA+FSdp4ypMQndjuf+WxY8f48ssvsdvtgIJnSV9caoJQFEiYFMboy2JxcXfeL9uKTmHgxDCiBwew5fMkTu/No67aysr/HqGsII5hMyNRFKWhX6DNZmP//v3k5eXx/z75nNumv4jrl9dDbRmsfhaufNtpsXdnrh6eXPnEn9i55HN2LvkMbDYGnfEmMseNJcWLWJayjLsH3c38OMdP2ezsdDoDOp2n9IMS553dBmnbtfGou8DVt2GqvLycHTt2ANCrVygFRw2AnciBfviGtE3T/66mxmLj/S0pAPQL8WRaP+2GQvWRAiyZFQB4TAyn7BvtZwqA3623Nv9kQgghxEVqdXOJ1157jbfffpv//Oc/FBcXA1BcXMzrr7/OO++8IyV6QrQTu2pvaFze17cvA/0HOnad3dZwil5IfBxl1ZsB8PMdj9kc1D7BdmVnNsDON7Vx+GjtqPB2dvDgQb744gttI0pV8Cruj0tNEMExXlzz5Cgm3dDXqRtRP+bubWbW3QnMuW8QJhetLHD7kmQ2/O8kNpvWe0Sn03HppZcyePBgAHJycvhoewZ1feo3Ow99CqlbOyT+7khvMDD+mhu55W+vEhLXGwDvKiNzd4QQtr2SF9c9z/yv5/P5yc+ptdV2cLRCtINzWVEGFxj360ZTGzduxGKxABAXMARbrfZzavDUtm/231V8sTeDggqt3PX+KXEoioJqs1O2MhUAnbsB95F+FH+u9Uh0HTEC10EXLrsVQgghLkarN6PGjBlDdnY2Dz30EAEBAZjNZgICAnj44YfJzs5m3LhxeHl54eXlhbe3d1vGLESPtj1rO1mV2ulUV/e52uET8FIP7KOiqBCAPtMisFiKAAgJWdA+gXZl1SXwzQPa2OgGV7zV7s239+/fz5IlS7TTSVUd3sUDMdcGMHxWJFc+NpzAiM6RDRI7NJArfz8CD1+tBOzYlix+eP0gtdVa2YdOp2PBggUMHKhtkmZmZvK9MhP1XB+fZb8Hm7VDYu+uAiKjueHPLzHp5jvRG7VTxPqleXLVhlDCdlfz0sa/MPeruSw+upjimuIOjlaINpJ1QOsXBTDsFvA4f1OlsLCQvXu1MvS4uDiy92tZPt5BrkQO8HN2pJ2C1WbnnU3aiYMRfq7MG6SVflfuzsVaqB2K4Tk1kvIVS7GXlQGSFSWEEKJ9tfq3q6uuukqOgReiA5xrXO6id2Fe7DyHrzu8TmtcbjS7YA5IhULQ6VwIDJzZHmF2bcv/AGWZ2njmC+Af165/3cmTJ/nuu+8AUOx6vIoT8DT6c8ndA4geFPALVzuff5gHV/9xJD/85xD5aeWkHy/m63/uZf6DQ/D0c0Gv13PllVdSWVlJamoqh0+eITT+Icad/rs0M28nOr2eUZdeSdyIMaz74C3OHtqPwa5jYKoXfdM8OBFVzusl/+KVva8wIXwCl8VdxuTwyZj0po4OXYjW2fIv7U+dARIfajS1bt06bWMfGBA1kh1bswEYPDUcpZ177XVWPxzOJr1I6591z6Q4DHod9jobZWu1ZuZ6XzPuo4NJ+etHABhCe+E5fVqHxSuEEKL7a/Vm1KJFi9owDCGEIwqqC9iQvoH/z959x0V1pQ0c/02j994UEFBs2LBhQezGirGbGEwzZd9N2U02m02yZlM3bTfZFBO7xhZLTOwV7L2LHUQRBKTXgSn3/eMiCcEywCAI5/v58Hmvc+858wzvhpk59znPAzAkYAj2FqZlyxTmZJNw7DAArXr1ICtnPgDu7oNQq+3qItSH17lf5O1kAEEDIPzJOn2669ev89NPK3+XEdUOP79mDHmmHfYuVnX63LVh62hJ9F86s21ePFdPZZKdWsSaz44x9q9dKhakxo8fz/fff09+fj5bE3R42XcjsOAw7PxAFDOvIy4+voz7x3vcOHeW/SuXkHzuDGqjknZXHQm9Zs81r2IuZB4g7noc9pb2DAkYQj+/fnT16oqNxqa+wxcE09y6BOfkBXzCJoJT84pTKSkpxMfHA9C+fXtSTspbVDVWKkJ7eD/wUBsCo1Hi21g5K8rNzoLxXfwAKNyXgrFA3sroMMif4kMHKUtMBMBl6mMo1E2z46AgCILwYNR4m54gCA/e2itr0UvyFqdqFS7fuRXJKNfLaN7dBqNRTsn38hRb9CopSId1L8vHVk4w+huowwzQjIwMlvy4BINBDxI45Lamc++2RP+lc4NeiLpNY6li6Iz2hPUv/2KTXcq6r05SUl6TxNbWlkmTJqFSqZAkiZVlkeRiD2UFEPdhfYbe6Pm1aceEf37EhHc+xK+1XPNFbVQSlGrH0ENePBrnQ2C8kk2nfuZPO/9Er+W9mL55OrNPz+Zs5ln0RrGVUmjA9v0XkAAF9Hq50qnt2+Wte0qlks7tepB8Tt6S3rqnNxbWTXNxZeeFDC6mFwDwZO9ArDQqDEU6CuJuAKDxssGmowfZixcBoLC2xmnco/UWryAIgtA01OpdubS0lO3bt3Pt2jW0Wm2lcwqFgldeqfuCv4LQVBglI6svrQYg2CmYDu4dTBtnNHB6h7xFzz2gBSWS3F1Io3HBxaV33QT7MJIkWPcSlMhfXBjxBTjU3V30vLw8FsxbSGmZfNfePr8lUSO602lQ8/uMbFiUSgW9x4cgSXAm9gY5acWs/98pRr/SCQsrNT4+PowcOZK1a9dSXKpnueVUniqdjeb4IujxAri3qu+X0Kg1axvGhDbtuXHuDCe3bSLhyAEMej32JRo6X3ai02VHMh3LuOFRwtXs0xxNO8pXJ77CWm1NqEsobV3b0tatLW1d2+Lv4I9SIe5hCfUs9zqcXiEftxkF7i0rTiUkJHD1qtwtLjw8nOvHCyvOte/n90DDbCgkSeLbuCsA2FuqeayHPwAFu5KRSuVaWg5DAihLSqJot9zYxHHMaFSi3qsgCIJQx2q8GHXs2DFGjhxJenp6xb783xOLUYJgXofTDnOjUL6LWZ3C5VdPHKMg6xYA7Qb2JCfnHQA8PUegbCQt383i7Gq4tEk+bveo/FNHiouLmfv9fIq1RQDYFQYyYlJ/WnX3qrPnrEsKhYI+40MoLdZx6VA6GdcK2PjdGUb8KQy1RkXHjh25efMmhw4dIq3UmnUMIlrajGL7TJi8rL7Db/QUCgXN2obRrG0YJQX5nN+7i7Nx27iVlIgCBe55lrjnWdLpshMlFgZS3EtIc9GSmHOWE+knoPxPjZXKigDHAAIdAgl0CiTQMZAAhwB87HxwsHCo3xcpNB37voLbmXu9X6142Gg0sm2b3DHWwsKCHl0jWPn+KQD827ni5Nk0t6EeuprN8eu5ADze0x8HKw36vFIK98uNUCwCHLAKdSH9vW8rxrg8/nh9hCoIgiA0MTVejHrhhRdwcHBg1qxZtG7dGgsLUQRVEOrS7cLllipLRrQYYfK409vlBRaNlTVOLXLJuSZv1/PyGmP2GB9aRZmw6XX52MYNHvmszp5Kr9cz57uF5Bfnyk+n9WV8zHD82zW8QuXVoVAq6D+tNWXFepLOZJFyMYdtc88x5Jm2KFVKBg8eTFpaGteuXeM0rfHnBl0uboSkfRDQq77DbzKs7R3oPGwknYeNJP1qApcO7OHqiaPcup4kny9TEZxiR3CKXEuuTG0k07GUW86lZDmUkZp3hYs2F5D+kCBlp7HD284bX1tfvGy98LDxwM3aDXcbd9yt3XGzdsPJ0gmVUvWAX7HQqBSkw3F5KxlBA8CnY8Wp+Ph40tLSAIiIiOD6qXz05Zk/YVFNMysK4Ns4uVaUpVrJk70DAcjfdg308o1kx6EBGAsKyF27FgDb3r2xbNGiXmIVBEEQmpYaL0bFx8ezdOlSRo0aZc54BEG4g1vFt9hxbQcAg/wH4WhpWvp8/q0MEk8cBaBNn35kZskLU9bWATjYh9VNsA+jzW9AcZZ8/MinYFN3rb9/nL2K7IJ0AKx1HkybMQGvwMaxHUKlUjLkmXb8+tVJbl7JI/HkLeKWXCTq8dBKBc0LCgrYQiSBJOOy9S14Zmed1uYS7swzMAjPwCD6TImhICuTqyePcvXEUa6dOYVOK3fdstAr8cmyxifLumKcUSmRa6sj105Hnp2OQms9BTY6UvITuWx1uSKT6o8UKHCydMLJyglnS2ecrZxxtHTEwcLhtx9LB+wt7LHT2GGrscVOY4edhR02ahuxkCXAga/BIG9tpu9fKx7W6/Xs3LkTkGvV9ejeg5UfngDAydOGZq3r7m96Q3Y2JY/dl+TM6Eldm+FmZ4kuo5jiY/J7kFVrFywDHMmavwCpuBgAl2kiK0oQBEF4MGq8GNW8+cNV10QQHmarL6+uKFw+sdVEk8ed2blFroUEtOzbhss35FbYXl6jTd7m1+hd2gJnVsrHrR6BttF19lRrf9xGUvoFACwMDjz5/BTc/RrHQtRtagsVw1/swNovjpOZXMj5/Tdx9bWjw4Bm2NnZMXr0aH788UfKsGAtg4lJXYUy/mdoN7a+Q2/S7F3dCBswlLABQzEaDWQlX+fmlYvcvCz/ZKUkV/wtURoVuBRY4FJQNSPaqIQiawNFljqKLQ0UW+kptjJQYmmgxMKI1qKQm5Z5JGmuVsmuuh8rlRU2Ghus1dYV/9dabY21yhortZX8o7LC0dKRP3X6kzl+LUJDUpwNR+fJx80jwD+i4tTx48fJyckBoG/fvqRdKST/lryg2r6fLwpl03y/+648K0qtVPBMXznbKX9LUkXtd8chAUgGAzk//giARWAgtr1FLUlBEAThwajxYtTrr7/OZ599xpAhQ7C0tDRnTIIg/I7eqGflJXmxpLVLa5MLlxv0es7s3AqAd0grdKpjFee8PEVGIwDafFhfXtvO0gGGf15nGTpxvxzj5OX9oAClpGHq45Nx93Oqk+eqb5bWakb+X0dWfnSEwpxS9q++gru/PT7BTgQHBxMeHs7Ro0e5jh8H6EyvHe9C6HBQi/eShkCpVOHuH4i7fyBhA4YCUFpcTNaN65V+Mm9cpzArs/JYI9gXqbAvun8Wk84CSi2MaNV6tBoDpRojZRoDZRojZWoJndqITm2kTG1Ep5bQqw3oVPkUq3NJV0noVdIds7BcrFzEYlRjdOh7KCsvSP67rKjS0lJ27doFgLOzM126dGHTt2cBueNnaI+6a0TRkCXeKmTj2ZsAjOrog5+zDaXX8ymJl7OAbTp5oPGypWD7dnQpKQA4P/4YCqVoUiAIgiA8GDVejIqJiSEpKYmgoCD69euHi0vlFGiFQsGXX35Z6wAFoamLS44jozgDkLOiTM1oSjh2iKJc+U5x2MChpKW/B4CDQydsbALqItSHz453IV/+EM6gf4GDT508zbEdl9l9dAuoJJAUjBn5KP4tG/cXJBsHC4Y+2541nx/DqJfYMvssE97siq2jJYMHDyYxMZHs7Gx2EkFwzlI8j86DHs/Xd9jCXVja2ODTMhSflqGVHteVlZJ/K4P8jHTybmWQl5FGfuYtinKyKMzJpjA7C4NOd8c5NWWgKVNiR81qTkqAUQ1GFejVoFcZ0SuNGK3VYHoCqfAw0ObDoVnysU8nCOpfcerAgQMUFcnNIPr3709BZinXz8ldUUN7emNhXavG0Q+t73cl3k5m5PnIICRJIn9zkvyASoHDQLmrXvaixQAo7e1xGj26HiIVBEEQmqoav0Nv2LCBjz76CJ1Ox9KlS6ucF4tRgmAeyy8uB8BeY88jLR4xedypbXJ9KEtbWzzbWpN+Rl508fISWVEAXNsPR+bIxwF9oPMTdfI05/bfYNOOXzFalAHQN6I/YeGh9xnVOHgGOtB3YkvillykOK+MrXPiGfVyRywsLIiOjmbevHkYJDVrGMozcZ+h7jAZrJ3qO2yhGjQWlrj6NsPVt9kdz0uShLaokKLsLIrz8ykpyKM4L1c+zs9DW1iAtqgQbWEh2qICSgsLKS0uRpKM931uBaDSyz+aUgAloMQWZ3O+RKEhODoXtLnycZ+/VmSwFhYWsn//fgC8vLxo27Yt+1ZeqRjWvp/vg460QbiZV8KaE3L33cFtPAnxtEd7KYfSxDwA7Hp4o3axQnvxIsWHDwPgNG4cSlvbeotZEARBaHpqvBj12muv0blzZ77//ntat26NRiNaxAuCuSXmJXLo5iEARgePxlptfZ8RspybKVw/cxKAtn0HcOvWrwAoFBq8PEfWSawPFZ0Wfv0/+VhtBSO/hDrYmnAtPotff1mP3roAgNYh7Yga3LTqcbTp7UNaYh4XDqSRejmXAz8n0HtcCM2aNaN3797s2bOHdDzYpW3JgH1fwsB/1nfIghkpFAqs7eyxtrM3eYwkSehKtZQWF1FWXExpcTFlxUXoSksp05ZQpi1Bp9Wi05agKy1FX1aKrrQUXakWfWkplrZ2dfiKhAdOVwIHvpGP3VvLtf3K7d69m7IyeaF/0KBB6MuMnD8gb01r1toZZ6+mubgye/dVdAY5LeqFqGAko0TeliQAFBYq7KPkxePsxXJWFEolzlOn1EeogiAIQhNW48WopKQkfv75Z8LCREcuQagrP138qeK4OoXLT+/YUnHctn8k567+DwA3t/5oNCJrgL3/gazyu+dRb4JrkNmf4lZyAT8v2I7WVm417unmzaMTxzS5wvEKhYLIya3IvFFIZnIhp7Yn4xXoSHAXDyIjI7l8+TJpaWnspSstD/xMsx4vgJ17fYct1COFQoGFlTUWVtbQNJugCb93fBEUyR3h6POXihsH2dnZHD0qd4sNDAwkKCiIM3E30GkNALSPunO2XmOXXVTGssPXAYgIcqVjMyeKT99ClyLX27Lv64vKzgJ9Tg7569YDYNc/Cgs/v3qLWRAEQWiaapwKEBoaSn5+vjljEQThd4p1xfxy5RcAenr3JMAxwKRx+rIyzsZtB8CvTTsMmngMBrlls7eX6FhG5hXYK3cVxLM99HjR7E9RkK1l7Tf7ybW+CICVhTWPPTEFtbpp1i5RW6gY+mx7LG3k179j0Xly04tRq9VER0ejUiqQULLO0BvDnv/Wb7CCIDQc+jLYV17ywaVFpW6nsbGxGI3yds6BAwciSRJn4uStaQ5uVvi3c33g4TYEC/ZdpUQnL8i9GBWMZDCSv/UaAEpbDXZ95K2LuatWIZWWAuDy2OP1E6wgCILQpNV4Meq9997j/fffJy0tzZzxCIJQbsPVDRTq5DuZE0NNz4q6dGgf2gJ5objDwGHcvLkaAI3GBVfXSPMH+jCRJNjwChjKAAWM/C+ozLtAVFqi59f/HSdNdVpuLQaMm/Ao9vamb1NqjBzdrRk4vQ0oQF9qYPuCcxgNRjw9PYmM7AdABm4cPHIU8m/Wb7CCIDQMp5f/1mSi9ysVf69v3rzJmTNnAGjbti2+vr7cOJ9DTpp846VdpB9KZdPKQgUo0OpYsD8JgA7NnIgIcqXoaDr6zBIA7Ps3Q2mpRtLryVm6DADLkBBsunerr5AFQRCEJqzG38K+//57cnJyCA4OpmPHjnfspvfLL7/UOkBBaIokSWL5BblwuZetF5F+pi8indwsp93bODrhF+bPoSMH5Xm8xqBUNvHabmdWwtXd8nH4k+AXbtbpDXojm78/Q3LhWQy2cnenXr16ERwcbNbneVgFtHejw4BmnNqeTPrVfI5vvU74sAAievXi9PHDZOYVEWcMp+32L3Aa+2l9hysIQn0y6GFPeRargx+ETao4tX27nP2rVCrp31/urHe6PCtKrVHSOqJxdyu9myWHrpOv1QPwYr8gJJ2R/O3ylj2VkyV23eXfS8GOnehvyov+zo891uS2jwuCIAgNQ40zo06fPo1KpcLd3Z2UlBTOnDlT5UcQhJo5eeskl3IuATC+5XjUStPWjdOuXOLmFXlrWNiAIdzKXFdxrslv0SvJgS1vyse2HjDgHbNOL0kScT9eIOHqZbS2qQD4+flVfFESZD1GtcDZywaAI+uvknmjALVazfAx4wDQoWHT6XTIvV6fYQqCUN+ubIecq/Jxrz+D2gKAxMREEhISAOjSpQuurq7kZ5aQdCYTgJbdvbCybXo3XrQ6A3P2yL+vlp52DGztSeH+VIwFcoF3h0H+KNTyx/6cH38EQOnoiOPIEfUTsCAIgtDk1XgxKikpiatXr971JzEx0ZxxCkKTcjsrSq1UMzbE9EWkk1s3AKBQKmk/YCg309YAYGfXBnv71uYP9GGy41+/FcEd+hFYO5l1+hPbrhN/JIkCR3kR0crKikcffRSVSmXW53nYqS1UDJzeBoVSgdEgsX3+eQw6I4GBgYQFywV0L9KCC7/+t34DFQShfrUcAo//DKEjoPM0AIxGY0VWlEajoW/fvgCc2ZUCcvM4wqKaZiHulcdukFko14B6oV8waPUU3M4W87TBppMHANoLFyg+cgQAp3GPorSxqZ+ABUEQhCbP/L3MBUGolcySTLZe2wrAIP9BuFm7mTSuOD+PC/vlLWghXXtiVF+jpETOLvH2buJZUclH4Oh8+bhFP2j3qFmnvx6fxYGfL5PveAFJKW+RGDVqFM7OonPhnXj4O9BlmD8AWSmFHN4g380fPGYSVkq58O6mRChLv1hvMQqCUM8UCgjqD5OWgMYagHPnzpGaKmee9uzZE3t7e3RlBs7vkx/zCXHC1deu3kKuLzqDke93ydlizVysGRHmTcHuG0jlW/YchwSgKK+hlV2eFYVSifPkKfUSryAIgiCAmRajbt26xfXr16v81ERhYSEvv/wyPj4+WFlZ0bFjR5YvX37fcWvWrGHy5MkEBwdjbW1NQEAAU6dO5fLlyzWKQxDqy8qLK9Eb5Q+Qk0MnmzzuzM6tGHQ6ADoOHVFRuFyhUOPlOdL8gT4sDHpY/woggcoShn8hf8kxk9yMYrbOjafIJhm9hVw4vmvXrrRp08Zsz9EYhQ8LwK2Z/KXxxJZrpCXmYWdnx8Bech2vPBzYtWp2fYYoCEIDYjAY2LFjBwA2NjZEREQAcPlIOqXF8ntm+35NMytq3alUbuTIRcpn9A1CUaSjsHyBzqK5PVat5bqu+pwc8tfJdSXtB/THws+3fgIWBEEQBGq5GPX+++/j4eGBl5cXgYGBVX5qYuzYsSxcuJB//vOfbNq0ia5duzJ58mSWLl16z3H//ve/KS4u5h//+AebN2/m/fff58SJE3Tu3Jn4+PgaxSIID5rOoGPFxRUAtHFtQ0f3jiaNMxoMnNq2EQC3Zv54twwiPUP+t6trPywsTMuuapQO/wDp5TXs+vwFXIPMNnWZVs+mWWcoLMuh2E5une3u7s7gwYPN9hyNlUqtZGBMG5RqBZIE2xecQ1dqoHPUSPystQAcuGVN+oXD9RypIAgNwbFjx8jJyQEgMjISKysrJEniTPlWNFsnSwI7Nr33OqNR4ts4OSvK3d6ScV38yN9xHUknd3N1HBpYUaA8d9UqpFJ5K5/z1MfqJ2BBEARBKFfjxah58+bx8ccf8+c//xlJknjzzTf5+9//jp+fHyEhIcyZM6fac27cuJFt27bx7bffMmPGDKKiopg9ezaDBg3itddew2Aw3HXsunXr+OWXX5g+fTqRkZE89thjbN++ndLSUv7zn//U9GUKwgO1OWkzWdosAKa2nmpyh5uE44cpyJTrIXUcMoLMzG0YDIVAE9+iV5AGsR/Kxy5B0Ptls00tGSV2LDhPVmo+BU4XQCF3dho7diwaTdMrnlsTrr52dB/VAoC8jBIO/ZqIUqlkxMhRKDBiRMWGX9cgSVI9RyoIQn0qLS1l165dADg5OdGlSxcA0hLzyUyW3+va9fVBpWp61Se2nkvnSob8O3imTyDqvDKKjqQDYNnSGcsWjgBIej05S5fJj4eEYNO9W/0ELAiCIAjlavyu/c0331QsQAFER0fz/vvvc+HCBezt7cnMzKz2nD///DN2dnaMHz++0uPTp08nNTWVQ4cO3XWsh4dHlcd8fHzw8/MjOTm52rEIwoMmSRJLzi8BwMXKhaEBQ00ee3KLXLjc0saW1n36cfOmXLhco3HGzTXK/ME+LLa+DWUF8vEjn4Da0mxTH9ucROLJWxTZJ2FQy9sj+vXrh7d302wpXlMdBzbHq/zL0umdydy6XoBXmwi6uxYBcL3YinMHt9dniIIg1LMDBw5QVCT/TRgwYABqtdxh9nZWlFKloE3vprflTJIkvo27AoCjtYYp3f3J23YNjPICvuPQgIprC3bsRH/zJgDOjz9m8s0uQRAEQagrNV6MunLlCj169ECplKcoK5Nbx1pbW/OXv/yFH374odpznj17ltatW1d8yLgtLCys4nx1JCYmcu3aNdq2bXvfazMyMoiPj6/0c+XKlWo9nyDUxunM08RnyVtKJ7SagIXKwqRxWTeSuX7mJABt+w3ESA7ZOfsA8PQciVJp2jyNTtI+OPOTfNx6JAQPNN/UZzI5tO4qZRa5lNimAODn50evXr3M9hxNhVKpoN/UViiV8na9uKUXMRolIqNjsKEYgG07d6Err4cmCELTUlhYyP79+wHw9vau+ExXlFdKwrEMAII6e2Dj0PTe6/ZczuT0jTwAnogIwCJLS8kpOUvauoM7Fj6/FXPPKS9crnR0xHFkE64jKQiCIDQYNV6Mur1gpFAocHBw4MaNGxXn3NzcSElJqfacWVlZuLi4VHn89mNZWVkmz6XX63nqqaews7PjlVdeue/13377Le3atav0M2bMGJOfTxBq63ZWlFqpZkLLCSaPO7l1Q8Vxx8GPcDPtZ273uPb2aqJb9Aw62PhX+VhtDUM+MtvUBdlati84hxE9hY5ytzeNRkN0dDQqlcpsz9OUuPra0XFQMwAykvI5tzcVa7/2RHnLGWe5OjUHd2641xSCIDRSu3fvrrjhOXDgwIqboOf2pmIszwAKi2qahcu/jpVvmtpYqJgeEUD+liT5hFKB4yD/iuu0Fy9SfOQIAE6PPorS2vpBhyoIgiAIVdR4MSokJKRi+1vXrl2ZPXs2Op0Og8HADz/8QEBAQI3mvVfasKkpxZIk8dRTT7Fnzx4WLVpEs2bN7jvmhRde4OzZs5V+1q5da2rYglAr6UXpbEvaBsCQgCG427ibNK60uJj4XXJ3oYCOXXDy8iY1dSUAdnatsbdvVzcBN3SHZ0PGOfm471/B6f5/A0xhMBjZOucspUV6iuwTMKjkQrCDBg3C1dXVLM/RVIU/Eoi9ixUAB35OoCivlM6jZuCOvOV7z6HjFBQU1GeIgtCojB8/Hk9PTxwcHAgLC2P9+vX1HVIV2dnZHD16FIAWLVoQFCQ3oDAYjJzdLd/0dG9uj2egQ73FWF+OJGVz+Go2AI/18McmvRjtRbnAu203L9Ruvy045SwpbwKkUOA8xfQuvYIgCIJQl2q8GPXII4+we/duAP7+97+zc+dOnJyccHFxYfXq1fztb3+r9pyurq53zH7KzpbfbO+UNfVHkiTx9NNP8+OPP7JgwQJGjx5t0nN7eHjQtm3bSj/BwcHVewGCUEM/XfoJvSS3pp4aOtXkced270CnlbNHOg0ZQU7OAbRaeZHYx2dC06wJ8cei5RH/Z7apD61NJC0xn1LLLLQ2coHYFi1a0LVrV7M9R1OlsVTRd1JLAMpK9OxbdQWVdzuGNpMzIsqMSnZu+qU+QxSERmXmzJkkJyeTn5/PnDlzmDp1arUy0B+EnTt3YjTKXeEGDvxtq3XiiVsU58l/G9r3822S73XflGdFWaiVPNUrgLzNSQAoNEoc+jevuM6Ql0feunUA2EVFYeHXNLPIBEEQhIanxotR77zzDnPnzgWgf//+7Nu3j+eee45nnnmG7du388QTT1R7zvbt23P+/Hn0en2lx8+ckduyt2t37yyP2wtR8+fPZ86cOTz2mGhbKzR8pYZSVl1aBUCYWxjt3dubNE4yGjm+6VcAHD29COjYmdRUuUaSUmmBl6dpC7GNzrZ3fitaPsx8RcuTTmdyYtt1jAo9xc7ylwArKytGjx7dJL8I1YWAMDdadJSzAi8fSSf5fDZBj/yJliQCcOLcZW6WF+AVBKF22rZti4WFXGdJqVRSWlpaoxILdSU1NbWiVmi7du3w8fGpOHe7cLmlrZqQcM96ia8+nU3JI+6iXBtqQrgfDinFlF2X3/fsevmg+l39rNzVa5BK5JtWzlOnPPhgBUEQBOEuzNYDt1u3bnz++ed89tlnREXVrHtXdHQ0hYWFrF69utLjCxcuxMfHh+7du991rCRJPPPMM8yfP5/vv/+e6dOn1ygGQXjQNl/dTLZWzv6b2tr0rKiE40fITZO/mHceNgqDIZ+MW1sB8HAfhkbjaP5gG7qkfXB6hXwcOgJCzFO0vCBby/aF8ra/Eqer6JG35w0ZMgRHxyb4e65DvSeEoLGUa2/tWnYRvVtbBgcqUGIAFGxe/wuSJNVvkIJgJgUFBbz++usMHjwYd3d3FAoFM2fOvOO1hYWFvPzyy/j4+GBlZUXHjh1Zvnx5rZ5/6tSpWFlZ0bVrVwYOHEj79qbdDHkQbGxsaNeuHSqViv79+1c8nnmjgJtX5KLdbSJ8UFs0vVp9t7OiVEoFM3q3IK+8VpTCSo19398ynySDgZyl8hY9i8BAbCMiHnisgiAIgnA36vtfcmdlZWUcPXqU1NRUAHx8fAgPD6+4y1YTw4YNY9CgQTz//PPk5+cTHBzMsmXL2Lx5Mz/++GNFceCnnnqKhQsXkpCQgL+/XKDxz3/+M3PnzuXJJ5+kffv2HDx4sGJeS0tLOnXqVOO4BKGuSJJUUbjc3dqdQf6DTB57bMPPAFja2NKu30DS0n5CkuRtCz4+phdAbzQMetj4mnystoah5ila/vs6UWUWORRbyguALVq0oGPHjmZ5DuE39i5WdBsZyL5VV8jLKOH4lut0G/QyXX/4J4fozLWUNC5cuEDr1q3rO1RBqLWsrCx++OEHOnTowJgxY5gzZ85drx07dixHjhzh448/pmXLlixdupTJkydjNBqZMqVmGS9Llixh4cKF7Ny5k/j4+AaV5enk5MS4cePIz8/HweG3mlBn4sqztxTQLtK3nqKrP1cyCtgcnwbAmI6+uFwvJCdd7jxq388PpY2m4trC3bvRlTcYcp46tUH9/1cQhLolSRJFRUXk5+dTWloqbuQJNaZQKLC0tMTBwQFbW1uzvpdUezHKYDDw1ltv8fXXX1NcXFzpnK2tLS+//DIzZ86s6HZSXWvWrOEf//gH77zzDtnZ2YSGhrJs2TImTZpUKQaDwVDpP6p15fvh582bx7x58yrN6e/vT1JSUo3iEYS6dDzjOOezzwMwodUENCrNfUbI0hOvcOOcvH2h/YAhaKysSUmVM4Ksrf1xcrp7FmGjdXQeZMTLx33+Ak7N7329iQ79IteJkjBQ6nkVdHL3vJEjR4oP9nUkLMqPCwfTyLpRyPEt1wjt2Z3IFjacTiyhBGu2bt5ISEhIRVdXQXhY+fv7k5OTg0KhIDMz866LURs3bmTbtm0VC1AAUVFRXLt2jddee42JEydW3LAbMGAA+/btu+M8r7zyCh99VHmhXq1WM3jwYL766itatWrFI488ctd4MzIyuHXrVqXHrly5YvLrrYnfL0Rpi3RcOiQvxAS0c8XBrel1hfs2LgFJAoUCnu8dSP7iCwAo7S2wi/CpdG3Oj/LNLqWtLY6iQ7QgNBmSJJGRkVFRd1mj0dT4u7kgGAwG8vLyyMvLw8XFBQ8PD7N9B6r2J/nJkyezatUq2rZty8iRI/H390eSJK5du8avv/7KBx98wJUrV1hanhZcXXZ2dnz55Zd8+eWXd71mwYIFLFiwoNJjYrFJeBgtil8EgIXSgvEtx5s87thGuZCzQqmk09AR5BecpqjoEgA+3uOb3iJJURbEvi8fOweYrWj5jQvZnNh2HQCjTypaXSEgf9lzdnY2y3MIVSlVSiIntWTNZ8cx6IwcWJPAkGGv0S/xVTYRRU5eAUePHqVHjx71Haog1Iqpf6t//vln7OzsGD++8vvE9OnTmTJlCocOHSKifAvWjh07ahSLwWC478LSt99+y7vvvluj+c3hwoGb6HVyQfP2/ZpeIe7k7GJ+OSnvSBjWzguvqwXk5sjbxh0GNEf5uy2LpYlXKSpflHSMjkZlZ/vgAxYEoV4UFRWRnZ2NjY0N3t7etdq5JAgg74q7efMm2dnZ2NraYmdnZ5Z5q7VEum3bNlatWsXMmTM5c+YMH374ITNmzOC5557jo48+Ij4+nrfffpsVK1bU+MOQIDQV1/OvE5scC8DIoJG4WruaNK4gO5OL++VOli179MbBzYPU8qwohUKFt/fYugm4Idv5L9DKNUQY8hForGo9pbZIx/YF50ECo3UhOVISAH5+fnTr1q3W8wv35h3sREi4BwBXjmWQWtKC8CA3XJBbl+/eFYdWq63PEAXhgTl79iytW7eukg0YFhZWcb460tLSWL16NUVFRej1en766SdiY2Pp27fvPce98MILnD17ttLP2rVrq/XcNSUZJc7ukrfoObpb06z1/TssNzazdiVgMMq7Al6ICCQ/Vu6eq3K1wrZr5ULuOUuWVBw713AbpyAID6f8/HwAsRAlmI2FhQXe3t7Ab//7ModqLUb9+OOP9OnTh3feeeeu18ycOZPevXuzePHiWgcnCI3Zj+d/REL+UPlYa9M7P57cvB6jwQBAl+Gj0euLSE9fD4CraxSWlk2ss1DqCTi2UD4OGgCthtV6SkmSiFtykaLcUiSM6HyuIkkSKpWKUaNGiVTnB6Tn2GDUGvl3veenyyj6vMYA5Dv9xSXau25FEoTGJisrCxeXqosvtx/Lysqq9pz//e9/8fHxwdXVlU8++YRly5bdtw6eh4cHbdu2rfQTHBxc7eeuieTz2eTdkrvCtYv0RaFsWhnA6flaVh6V6z9FtXKneWIhxkIdAI6D/VGofntfMhQWkvezXFfStlcvLFsEPviABUGoN6WlpWg0GrEQJZiVhYUFGo2G0tJSs81ZrW9UR44cqVS76W4mTZrE4cOHaxyUIDR2eaV5rL2yFoBevr0Idjbtw7xOq+X09s0A+LRqg3dwKzIyNmEwFMmPNbXC5UYjbHwdkECpgWH/lgtp1NLFQ2kkHM8AwCIoi/wiORunb9++eHh41Hp+wTT2LlZ0GizX/spMLuTCjea08ffCF7mI/IEDB8x6d0YQGrJ7bemr7tZsLy8v9uzZU1ED4ujRo0RHR9c2xDp1pjwrSm2hJLSndz1H8+DN3p1ImUHeovinngEU7JYXpjTetli3d690bd7aXzCW13V1fsz0Lr2CIDQOkiSJG6dCnVAoFGYthl+t/5WmpqbSqlWr+17XqlUrUlJSahyUIDR2qy6tokQv3+Gd1maayePid+1AWyTXLQofPgaA1JvyFj0LCw9cXSLNG2hDd+YnuFG+8N3jeXALqfWU+Zkl7F4u199SO+pJ18rHHh4e9OrVq9bzC9XTaYg/ds6WABz8JYGyHn9lEHsA0Ov1xMXF1WN0gvBguLq63jH76XZx2jtlTTUm+ZklJJ3JBKBlNy+sbE1r9tFYZBWWsuSQXL+wRwsXghILkUrlDGmHoQGVssQkSarYoqfx88PuPlsvBUEQBMFU5q5LXK3FqIKCApOKVdna2lJUVFTjoAShMdMZdCw9Lxf4D3YKpqd3T5PGSUYjxzfJhcsdPTwJ6tqdwqLL5OUdB8DH+1GUyibUXUybD9vKtwzbeULf12o9pdFgZNu8c+i0BiQkFP7JGMq3RI4cOVJ0b6sHGgsVPccGAVBSoONovC8Bfr6EkAjAiRMnqnT3EoTGpn379pw/fx69Xl/p8TNnzgDQrl27+gjrgYnfk0L5rnba9/Ot32Dqwbx9VynRye9FL3cPoHC/nB1qEeCAVcvKzTSKDxyg7OpVQK4VpVCpEARBEISGqFqLUZIkmbwaZs70LUFoTDYnbSajRN4CNq3NNJP/m0o8cYScm3IXnc7DRqFUqkhN/anivLe36d34GoXdn0Bhunw86F9g5XDv601wbPM10hLlQugenfSkZsjFYbt06UKzZs1qPb9QMyHhnngHOQJwOvYGue1fYyB7UWBEkiTRMENo9KKjoyksLGT16tWVHl+4cCE+Pj507969niKre3qdgXN75cUX7yBH3Pzs6zmiByuvRMei/dcA6NTciZZXCkAvb9dzHBpQ5TNEdnk3a4WVFU5jG/bWS0EQBKFpq/Zm0r/85S+MGjXqnj+vvVb7DAVBaIwkSWLxObm4v6uVK8NbDDd57NH1cjFSC2sb2kUNwmAo4eZN+YuJs3NPbGz8zR9wQ5V5GQ5+Jx/7dYOwibWeMuNaPkc3JAHg4KXhWv5pQM70HDhwYK3nF2pOoVDQe0IIKMBokNh31BNPL186cA6ACxcucP369XqOUhBqZtOmTaxatYp169YBcO7cOVatWsWqVasoLq/7M2zYMAYNGsTzzz/P7NmziY2N5dlnn2Xz5s188sknqOoh+2XmzJkoFIo6z8q6ciwDbZFcqLtdE8yKWrQ/iYJSOSPulc7NKT4m34Sxau2CZYBjpWt1KSkU7pS79DqMGI7KyemBxioIgvAgLFiwAIVCgUKhuGO5BkmSCA4ORqFQ0K9fv0rnAgICKsb+/ue5556rVUxGo5HFixczcOBA3Nzc0Gg0eHh4MGLECNatW4fRKN9ESEpKQqFQ8Nlnn91zvoCAAEaMGHHHc0ePHkWhULBgwYKKx+Li4u74uhQKBQcPHqwyh06n44svvqB9+/ZYW1vj5OREREQE+/fvr/kvoQaqteekefPmJCcnk5ycbNK1giBUdjT9KOezzwMwKXQSFirTulzcvHyRG+fk1t1hA4diYW1Dauoq9Ho5i8fP1/RufI3CljfBqAcU8MgntS5artcZ2L7gPEajhFKpwDo0k6IL8lbjIUOGYG1tbYaghdrw8HcgtKc3F/bfJOlMFjei/0ZU2gzOEooeNdu2bePJJ580+152Qahrzz//PNeuXav498qVK1m5ciUAV69eJSAgAIA1a9bwj3/8g3feeYfs7GxCQ0NZtmyZSY1l6sLMmTOZOXMm8fHxdbogdSZOrkFq7WBBUKem1UCiqFTPvH3ylrvW3g60TSikxAgowHFIQJXrc5avkBt7AC5TpjzASAVBEB48e3t75s6dW2XBadeuXSQkJGBvf+dM2l69elVZDPL0rHk3cq1Wy5gxY9i6dSuTJk3iu+++w8vLi1u3brF582bGjx/PihUrGD16dI2fw1QffvghUVFRlR7743u0wWAgOjqavXv38vrrrxMREUFRURHHjh174KWWqrUYlZSUVEdhCELTsCh+EQCWKksmtDK9893hX1YBoFSp6fzIKABupPwoz2XhiZvbADNH2oBd2gqXt8rHnR8Hn061nvLwr1fJuSn/8Q2OtGXf+V0ABAYG0r59+1rPL5hHj9EtuHIsA32pgX1HPZjg6kf3rBPsoyvJyclcvHiR0NDQ+g5TEKrF1M9WdnZ2fPnll3z55Zd1G1ADknEtn4wkuWNm294+qNRNqzvU0kPXySmWs8Je7+hHySa5g55NRw80XraVrjWWlpJbvohp3bkzVm3aPNhgBUEQHrCJEyeyZMkSvvnmGxwcfivXMXfuXHr27HnXjstOTk706NHDbHG8+uqrbNmyhYULFzJtWuXGVGPHjuW1116jpKTEbM93LyEhIfd9bf/73//YtGkT+/btq3Tt8OGm79gxl6b1ri4I9SgpL4m4G3EAjAoahYuVad2PslNvcOWonF7Zuk8/7F3cyM8/TUGBXLjWx3cSSmUT6SykL4Mtf5ePLR2h/zu1nvLmlVxObJe3eLk3tyUhRy4Ir1KpGD58uMi0aUBsHS3pNFCu3ZWZXMglrzfpzRGs0AKwY8eOijRoQRAefmfi5MUXhVJB2z4+9RzNg6XVGfhhj9yoIcjdlnZX5E66KBU4DKy6+yB/0yYMubkAOE8VWVGCIDR+kydPBmDZsmUVj+Xl5bF69WqefPLJBxJDWloac+bMYciQIVUWom4LCQkhLCzsgcRjii+//JK+ffuadUGupszSGkqSJJ566ilmzpwptucJwl0sPLew4vixNqZvqzu6bg2UNwToOvJRAG6kyG2bFQoVPj6mZ1g99A7Ngqwr8nG/v4Gde62m05Ua2L7wPEigUitx7aLl3IE0AHr37o2bm1ttIxbMrOOg5sTvSaU4v4yDx90I8vCnT95httGXW7ducfr0aTp27FjfYQqCUEvaQh2Xj8rNPlp0cMPO2aqeI3qwVh5N5lZBKQBvtPWlNE5+b7Lt5oXaterW8ZwlcuFylZsbDoMGPbhABUF4qLy7Lp5zqXfOGHrQ2vg48M+RbWs83sHBgXHjxjFv3jxmzJgByAtTSqWSiRMn8t///veO43bv3o29vT1arZaQkBCeeuopXn755RrVX4yNjUWn0zFmzJgav467kSSpShddoKLT9528+OKLTJo0CRsbG3r27Mnbb79N7969K84nJyeTlJTEyJEjefPNN5k7dy5ZWVm0atWK119/nSeeeMLsr+NezLIYZTQaWbhwIX/605/EYpQg3EFmSSa/XvkVgEi/SFo4tjBpXGFONud27wQgKLwHrn7N0OlySU+XC926uQ3CytKrboJuaArSYdcn8rFbS+j2bK2nPLDmCvm35LTZDsO8iD22BgBnZ+dKf7iFhsPCSk23kYHELblIYU4pp0PepFveUxykMwXYERsbS9u2bdFomki2oCA0UrkZxVjZqCnKK6NdP7/6DueB0hmMzNolZ0U1c7YmLKEIHaDQKHHoX/Vzdsnp02jPyNnSzhMmoLAwrR6lIAhNz7nUfA5dza7vMMzmySefJCoqivj4eNq2bcu8efMYP378XetFDR8+nPDwcIKCgsjJyWHlypX89a9/5eTJkyxevLjaz3+7gU5gYGCtXsedbNy40eTPs46Ojrz00kv069cPV1dXrly5wqeffkq/fv3YsGEDQ4YMASAlRa7DuHDhQvz8/Pj6669xdHRk9uzZxMTEUFZWxjPPPGP213I3ZlmMAnnlThCEO1t6fillxjIAnmxnetro8Y2/YChfEe82Ws6KunlzNUajfLfUz3eqmSNtwHb8C8oK5OOhH4GqdosNyeezObNL/oPsHexISkk8ZWXy/4+GDx8uFjMasNYR3pyOvUF2ahHHTrvQ2ieEfsUHWMcg8vLyOHr0KD179qzvMAVBqAWvFo48/mEEyfHZ+LZ0qu9wHqifj6eQkivfKPlHKx90B28BYNfLF5VD1YWm21lRqNU4Tax9d1lBEBqvNj4O97/oATFHLJGRkQQFBTFv3jxiYmI4cuQIn3/++V2v/+abbyr9e/To0Tg7O/P111/z6quv0qlT7WvRmkvv3r35z3/+U+Xx8+fPV9kS2KlTp0qx9+nTh+joaNq3b8/rr79esRh1u5yFVqtl48aN+PvL3dgHDRpEeHg4//rXvx7OxShBEO6sSFfE8ovLAejg3oFOHqb9kSstLuLUtk0A+Ia2xadlayTJWLFFz8amBc7OTeQLd8oxOCkXbKflMAgeWKvpSkv07FwkdzVUW6poOdCWVWvlu8qtW7cmODi4VvMLdUupUtIzOogN35ymTGvgiNXf6FX8JPvpQhYu7Nmzh06dOmFl1bS29QjCgzRz5kzefffdOn0OlUpJQFjT2i6tNxj5Nk7eju5jb0WHxEIMgMJKjX1f36rXZ2eTv3EjAPaDBqLxbFodBwVBqJ7abItriBQKBdOnT+err75Cq9XSsmVL+vTpU605HnvsMb7++msOHjxY7cWo27vCrl69Wq1xpnB0dCQ8PLzG452cnBgxYgSzZs2ipKQEa2trXF1dAQgNDa1YiAL59zhkyBA++ugjMjIy8PB4MO8lZilgrlAoiIyMvGs6nCA0ZasuraKgPKPnyXamt54/tW0TZSXFAHQdJWdFZefsp6REbgHu6zulaRTXNhph09/kY5UFDPmg1lPuX3WZwhw5u6znmEB27dsBgEajqbhzIDRs/u1c8Qt1BiD+gjMFFu3pz34AiouLOXDgQH2GJwiN3syZM5EkibNnz9Z3KI3K+tM3ScqS3/vfCfLEkCFnSNn380NpUzVjN3flKiSd3HHPZWoTypYWBEEoFxMTQ2ZmJrNmzWL69OnVHn97h5dSWf2lkaioKDQaDWvXrq322Afh9mu7/Z0xKCgIGxube15bk99DTZnlmZRKJbGxsYSEhJhjOkFoNHQGHYvOLQIgwCGAfs36mTROr9NxfOMvALj6NadFJ3lVPOWGnB2kVFrh7fWo+QNuiM6shBtH5OMeL4BrUK2mu34ui3P7bgLgF+pMoeUNbt2St0D07dsXJyenWs0vPBgKhYKIscGgAKNR4gB/oQ2X8SYdgP3791NYWFjPUQqCIJjOaJT4OlbOivKytSQsSV6UUtpbYBdRtZugpNeTs1zOvLZs2RLrLl0eXLCCIAgNhK+vL6+99hojR46sUQHuRYvk72o16S7n5eXF008/zZYtWyrm+aOEhAROnz5d7blrKycnh/Xr19OxY8eK3QJqtZrRo0dz/vx5kpKSKq6VJInNmzcTFBT0QBs4mW2b3pUrV9i2bRuSJDFgwABatWplrqkF4aG18epGMorlbkDT201HqTBt/ffc7p0U5eYAclaUQqlEq03lVqacwePlOQqNpuHs+a4zpYWw/Z/ysZ0n9P1rraYrK9ET++MFADSWKrqO8WXB0jkAuLi4iDpDDxn35va06u7FxYNpJF53IM2nOwONe1nMo+h0Ovbs2cOwYcPqO0xBEASTbI5P40qGvIj+rr8HxnN5ADgMaI7SomqXp8K4OPQ35ZsrzlOaSLa0IAjCHXz88cf3vWbp0qWsWbOG4cOH4+/vT25uLitXrmT58uXExMTQoUOHStff3v0VFxd3z3m/+OILEhMTiYmJYcuWLURHR+Pp6UlmZibbtm1j/vz5LF++nLCwsIoxZ86cYdWqVVXm6tq1a6Xtc6aaMmUKzZs3Jzw8HDc3Ny5fvsznn39Oeno6CxYsqHTte++9x6ZNmxg6dCgzZ87EwcGBOXPmcOrUKX766adqP3dtmGUxau3atUyePJk2bdpQWFjIK6+8wo8//sj48ePNMb0gPJSMkpEF8QsAcLd2Z0SLEaaNMxo4uk7u6mbv6k5or0gAUlKXA3LROV+/JpKKv/c/UCB/0GbAP8GydluB96+5QmG2vD0vYmwQB47tqSha/sgjj6BWizJ6D5vuo1pw5VgGBp2R/WX/x1jVYwQqrnOV5hw5coQePXrg7Oxc32EKgiDckyRJ/G+nnBXlba2h3fViJEDlaoVtV887jslZKhcuV9rZ4Thq5IMKVRAE4aHUokULcnNzefPNN8nKykKj0dC2bVu+/fZbZsyYUena29n13t7e953XysqKDRs2sGTJEhYuXMiMGTPIz8/H2dmZ8PBw5s2bx8iRlf9GL1q06I6ZVPPnzycmJqbary0sLIwVK1Ywa9YsCgsLcXFxoXfv3ixevJiuXbtWujYoKIg9e/bwxhtv8Oyzz6LT6ejYsSO//vorI0aY9n3VXMzyzeutt95izZo1FXeg33rrLd566y2xGCU0aXtu7OFKrvzB8rE2j2GhMq3V8uVD+8m5KXd56zJ8DCq1GqOxlJQUORXfwaEDDvbt6ibohiTnGuz/n3zs0wk6TK7VdMkXsonfkwqAbysnbJvpOBMripY/7OxdrOjQ34/jW66TlmnLVff+DFTtZTZTMBqNxMbGMnbs2PoOUxAE4Z52nM/g/M18AN71dUe6In8Rchzkj0JVNau6NPEqRfvl2niO0dEo71IDRBAEobGJiYkxacHmjzUNe/Towfbt2016jt27d6NQKHjzzTdNul6lUjFt2rQqXe7+KCAgoKI20738fgvdH4WHh1eZ44033uCNN94wKVaAdu3asX79epOvryvVqhkVExNDdnZ2lcdv3rxJVFRUxb8jIyNJS0urfXSC8BCbd3YeAHYaO8a3NG1hVpIkDv0sp0da2zsQNkAupp2evh6dLgsAP797/5FrNLa9DQY5i4lhn0AtiumVafXELpK356ktVUROacmmzXKnQrVaLYqWP+Q6D/HH0la+t3JA+zReUiZtuATA6dOnuVm+jUUQBKEhkiSJ/5XXivK2VNMmWS5arvGyxTrM/Y5jcpYtqzh2nly7mzWCIAhCZbGxsUyaNIn27dvXdyiNWrW+3WVmZhIaGsrixYsrPR4REcH//d//ce7cOQ4fPsz7778vaq8ITdrJjJMczzgOwPhW47G3MG17WeLxI9y6JrcG7TJ8DBorKyRJIjl5IQAWFu54ejxSN0E3JFf3wDm5gDvtJ0CzbrWa7sDPCRRkawGIiA7i4tWzZGTItbxE0fKHn6WNhvBhAQDkFlhzvmwEA9iHAvmu0Y4dO+oxOkEQhHvbczmTU8m5ALzn6QalBgAchgagUFatA2UsKiLv558BsI3oiWWLwAcWqyAIQlPw6aefsrR8K7RQd6q1GLV+/Xq+/vpr/va3vzFw4EASExMB+Oabb7hw4QLt2rWjR48e6PV6Zs2aVScBC8LD4HZWlEap4bHWj5k0RpIkDq1ZAYCljS0dhwwHIDfvKAWF8QD4+U5FqTRtu99Dy2iAzeVpphobGDizVtOlXMzh7C5526NPiBMBnR2JjY0F5KLlERERtZpfaBjaR/ph7yp3CjlcPAV7o5YuyJ1Lrly5UvF+JQiCecycOROFQkG7dk1g23gd+7q8VlRzjZrQVDkrysLfAatWd653l7duPcbyeibOU6Y8mCAFQRAEwcyqve9lwoQJnD9/nqCgIMLCwvjoo4/w9fVlz549FBQUkJ+fz759+wgICKiDcAWh4buUc4nYZHmxY2TQSDxsPEwad/3sKW5euQhAxyEjsLSxBSA5eT4ACoUFvr5NIBX/+EJIL9/j3fsVcPSt8VS6MgM7y7vnqS2U9J8Wyo6dOygtlbf/DR06VBQtbyRUGiU9RrcAoKTUgpPacURyEI1CzjDYvn27SXv0BUEwzcyZM5EkqUpNDqF6DiZmcThJLoEx080F9PLfKcehAXfsjidJUkXhcrW3N3b9+j2wWAVBEATBnGpUhMXR0ZHvv/+eLVu2sGTJEjp27MjBgwextbXFzs7O3DEKwkNlzuk5ACgVSp5q95TJ427XilJbWtL5kVEAlJTc4NatbQB4eY3CwsLNzNE2MCW5sPN9+dixGUT8X62mO/RrIvm35LvMPUYHUVCazcmTJwFo2bIlLVu2rNX8QsMSEu6Je3N5S+yJojEoDRZESEcASE1NJT4+vj7DEwRBqOJ/Oy8D0EKtomW6fKPEqpUzloGOd7y+5NgxSi/JNfGcJ05EIW6oCIIgCA+pGi1GlZaWkp+fT69evThx4gQTJkxgwIABvPjiixQUFJg7RkF4aFzLv8aWa1sAGBowlOYOzU0al3LxPMnx8paiDgOHYuMgfwi9cWMRYASgmV+M2eNtcHZ9AsVyoXYGvwca6xpPlZaYx6kdyQB4tXCgXT9fNm7cCMgdL0TR8sZHoVTQc2wQAHqDiiPFU+nJMWyUOkCuHWUwGOozREEQhArHrmWz74r8nvdPJ2cwyllRDkMC7jrmdlaUQqPBafy4Oo9REARBEOpKtRajUlNTGTx4MLa2tjg7O9OuXTtOnjzJ22+/zcmTJ7lw4QKhoaGsWbOmruIVhAZt7pm5GCV58ejp9k+bPO7Qz3KtKJVaTfgIuQ29Xl9E6k05W8rJqTv29q3NHG0Dk3kZDn8vHzePgDZjajyVQWdk56LzIIFSrSDq8dacOnWS1NRUQG664OrqaoaghYamWagLzdu6AHCueAAlejcijXsByMnJ4dixY/UZniAIQoWvdsi1olqr1ARllgFg3cEdC5877zLQZWSQv1XOlrYfOhS1eB8TBEEQHmLVWoyaMWMGBQUF7NmzhxMnTtCpUyeio6MxGo2EhISwY8cO3n//fWbMmMHo0aPrKmZBaJBuFt5kXcI6APo360+Ic4hJ49KvJnD1xFEA2kUNws5F/nCZlvYzer2cadi8WYz5A25otrwJRj2ggGEfwx1qZZjq6KYkctKKAeg6PBBrJyXbt28HwMHBgT59+pgjYqGB6hkdDAqQJAUHiqbThdM4qeRuirt27aqoGSYIglBfTiXnsuvSLQDesneQH1SCwyD/u47JXbUK9HoAnKc0gRqSgiAIQqNWrcWo3bt3895779GzZ0/CwsL48ssvSU1NJSEhoeKa6dOnc+7cORwd77zXXRAaq3ln56GX5A+Jz4Y9a/K4w+W1ohRKJV1HPQqAJBlJvrEAACurZri5DTBvsA3N5W1weat83Plx8O5Q46luJRdwfPM1ANya2dFpcHPi4uIoLpYXpwYPHoyFRSPvSNjEufnZEdrDC4CrJeFklIUywLATgKKiIg4cOFCf4QmCIFTUiuqkVOOfK392sO3qhcbtztvTJb2e3BXy5wXLNq2x7tjxgcQpCIIgCHWlWotR3t7e7Nmzp+Lf+/btQ6FQ4OnpWek6d3d3Fi1aZJ4IBeEhkFmSyZrL8vbUXj69aOvW1qRxWTeSuXR4PwCte/fD0UP+Ap2VvZvi4qsANPObhkKhqoOoGwiDTs6KArCwh/5v13wqg7w9z2iUUCgV9H+8NZmZtzh8+DAAAQEBtG1r2v9vhIdb91EtUGvkt7h9hU/SVrqEt0bONNy3bx/5+fn1GZ4gCE3Y2ZQ8tp/PAODvNnLTBdRKHPrfvc5kwY6d6NPTAXCZMuWOnfYEQRAE4WFSrcWoDz/8kI8//pjWrVsTHh7O2LFj+cc//oGDg0NdxScID4VF8YsoM8r1Hp4Je8bkcQfXLAdJAoWCbmPGVzyenLwAAJXKFh+f8XcZ3UgcmQOZcmcgIl8HO48aT3Vy23UykwsB6Dy4OW7N7Ni0aROSJKFQKBg2bJj4AN9E2Dlb0XGQ/MUuoyyIK9peDNZtBkCn07Fz5876DE8QhCbs651yragIhRqfQrmpgl2EDypHy7uOyVm2DAClgwMOw4fXfZCCIAgN1IIFC1AoFCgUCuLi4qqclySJ4OBgFAoF/fr1q3I+MzOTl156iYCAACwtLfH09GTYsGFkZ2fXOCaj0cjixYsZOHAgbm5uaDQaPDw8GDFiBOvWrcNolGsKJyUloVAo+Oyzz+45X0BAACNGjLjjuaNHj6JQKFiwYEHFY3FxcRW/kz/+HDx4sMocOp2OL774gvbt22NtbY2TkxMRERHs37+/xr+DmqhWP9ixY8dy/vx5tm7dilar5dtvv6Vbt251FZsgPBRytbksv7gcgM4eneni2cWkcVk3krmwfzcAoRF9cfVtBkBh4UWys+UMRG/vsajV9nUQdQNRlAVxH8nHLi2g+3M1nionrYgj65MAcPayIXx4AOfOnSMpSX6sa9euVbI4hcat0+DmxO9JoaRAx8HCaUyxepFW1plc1Lpx8uRJunfvjre3d32HKQgPpZkzZ/Luu+/WdxgPnYtpBWyOT0MBvGZlByVGFJYq7CP97jqmNCGB4vIvE07R0Sita95pVhAEobGwt7dn7ty5VRacdu3aRUJCAvb2Vb9Dpaam0qdPH9RqNW+//TYhISFkZmYSGxtLWVlZjeLQarWMGTOGrVu3MmnSJL777ju8vLy4desWmzdvZvz48axYseKB1NT+8MMPiYqKqvRYu3btKv3bYDAQHR3N3r17ef3114mIiKCoqIhjx45RVFRU5zH+XrUWowBatGjBc8/V/AujIDQ2Sy4soURfAlSvVtTvs6J6jJ1U8fj163PLjxQ084sxY6QNUOwHoM2Tjwd/AOqa1XKSjBKxiy9g0BtBAVGPt8YoGdiyZQsANjY2Vf4wC42fhZWabiNbsGvpRQoM7pwuHs4gxTouK57EKEls2bKFJ554QmTLCUINzJw5k5kzZxIfH1/lg65wd7drRQ1EjXuJfKfcPtIPla3mrmNyli2vOHaePOmu1wmCIDQlEydOZMmSJXzzzTeVdmrNnTuXnj173rEkwwsvvEBpaSlHjx7F2dm54vGxY8fWOI5XX32VLVu2sHDhQqZNm1bp3NixY3nttdcoKSmp8fzVERISQo8ePe55zf/+9z82bdrEvn37Kl07vB6ybqu1Te9eSktLa7yaKAgPq/yyfJacXwJAW9e2RPhEmDSuSlaUn5wVpS1NIy39VwDc3YdgYxNg/qAbivR4ODZfPm7RD1oNq/FUZ3alcDNBXtQK6+eHd5BjpbpAAwYMwFrcSW6S2vTyxtnLBoBjheOxMxroap0EyKnSFy9erMfoBEFoSq5kFLDhzE1UwJ8tbAFQ2mmw6+V71zHGoiLy1q4FwLZXLywCAuo+UEEQhIfA5MlyV9Fl5duYAfLy8li9ejVPPvlkleuTkpL49ddfeeaZZyotRNVGWloac+bMYciQIVUWom4LCQkhLCzMLM9nDl9++SV9+/a976LVg1CtxajDhw9XdKS6bdu2bXTq1AkbGxusra0JDw8nNjbWrEEKQkO1+NxiCsrkosgzwmaYnGFxt6yoG8kLkSQdAP7NTa899dCRJNj8BkhGUKhgyEdQw+yU/KwSDqyVO3rau1rRfXQLcnJy2Lt3LyA3XujUqZPZQhceLkqVkohHgwEok2w4UjieyOINWJUXN9+6dSv68lbpgiAIdemb2AQkCUagwblMAsAhqhlKy7s3KclbvwFjoVwL0XnK5AcSpyAIwsPAwcGBcePGMW/evIrHli1bhlKpZOLEiVWu37NnD5Ik4ePjw+TJk7Gzs8PKyop+/frVuNNybGwsOp2OMWPG1PRl3JUkSej1+io/BoPhrmNefPFF1Go1Dg4ODBkypOL70G3JyckkJSXRvn173nzzTTw9PVGr1bRt25aFCxea/TXcT7W26fXs2ZMDBw5U1Inat28fjzzyCN7e3syYMQNJkli/fj1Dhw7lwIEDdO7cuU6CFoSGIK80j8XnFgNyVlS/Zv1MGpeV8ltWVKuefSqyovT6Am6kLAXAybErjo4dzR5zg3FhA1yVfweEPwmebWo0jSRJ7FpyEX2p/Ec5amooFlZqfv5la8Uf6mHDhqFUmi0JVHgI+bdzxbeVMykXczhb/AjtbTYRaXWCLboOZGdnc/To0QZxd0gQhMbramYRv5xMwRJ4Tm0DegmVkyW23e9et06SJHKWyp8L1N7e2EVGPqBoBUFotDa9AWln6jsKmVd7GPZxraZ48skniYqKIj4+nrZt2zJv3jzGjx9/x3pRKSkpAPz1r38lKiqK1atXU1RUxLvvvkv//v05dOhQtTOYrl+/DkBgYGCtXsedbNy4EY3m7lu4f8/R0ZGXXnqJfv364erqypUrV/j000/p168fGzZsYMiQIcBvv4OFCxfi5+fH119/jaOjI7NnzyYmJoaysjKeeebBJURUazFKkqRK/37vvfdo1aoV+/btw9HREZCLZkVERPDRRx+xcuVK80UqCA3MgvgFFOnkIm8vdnzR9Kyo1b9lRfV89LesqNTUnzAY5LufzZs/bf6AGwqdFrb+Qz62coKoN2s81cVDaVw/J3e+CI3wplkbFxISEjh//jwAYWFhNG9+91bZQtOgUCjo9WgwP310BKOkYn/BNAarP+WITWeyiw3ExcURFhaGjY1NfYcqCEIj9U3sFYwSPIoF9vryrKhB/ijUd79ZUnLiBKXlW4mdJ05Eoa52qVdBEITK0s7Atb33v+4hERkZSVBQEPPmzSMmJoYjR47w+eef3/Ha2x3t/Pz8WL16NSqVnJXas2dPgoOD+eSTT/jxxx8fWOz307t3b/7zn/9Uefz8+fNVtgR26tSp0k6QPn36EB0dTfv27Xn99dcrFqNu/w60Wi0bN27E398fgEGDBhEeHs6//vWvhrsY9UcHDhzgq6++qliIAnB2dubVV1/l7bffrnVwgtBQZWuzK2pFhbmH0du3t0njqmZFyQslRqOO68ly/SQbmyDc3PrXQdQNxMFvISdJPo76B9i41GiaorxS9v4kF4K1cbCg16PBGAwGNm3aBICFhQUDBw40R8RCI+De3J5W3b24eDCNq6U9uFnalkEWO1hBP7RaLbt27WLYsJrXLRMEQbiba1lF/HwiBTtgusoKDKD2sMGmk8c9x+UsLa+DotHgNO7Rug9UEITGz6t9fUfwGzPEolAomD59Ol999RVarZaWLVvSp0+fO17r6uoKwMCBAysWokAu6dGhQweOHz9e7ee/fdP76tWrNYj+3hwdHQkPD6/xeCcnJ0aMGMGsWbMoKSnB2tq64ncQGhpasRAF8u9xyJAhfPTRR2RkZODhce/3J3Op1WJUcXExwcHBVR5v2bIl2dnZtZlaEBq0+WfnV3TQ+1PHP5mcFXVozYo7ZkWlZ2ygtPQmAM2bP4VC0Ui3lRWkwe7P5GP31vIWvRras+ISpcVyrZ/Iya2wstVw4MABMjMzAejbt2+lzhqC0HNMEAknbqEvNbC34GkmWLyCv1MU1/IkDh8+TJcuXR7Ym68gCE3Ht7EJGIwSk7HEurzUh+MQfxTKu3920GdlkV/eEdZh8GDUbm4PIlRBEBq7Wm6La4hiYmJ45513mDVrFh988MFdr7vXFjxJkmpU1iMqKgqNRsPatWt57rnnqj2+rt3e2Xb7u2pQUNBddwLcvvZBljep9jPFxcWxZs0a1qxZg5ubG1lZWVWuyczMxM7OziwBCkJDk1mSyfILcpvlzh6d6eFtWq2Z7NQbXNhXnhXVo3dFVpQkSVy/PgcACws3vDzHmD/ohmLHv6B8ayNDPwJVzdbDE05kkHD8FgBBnd1p0cmdwsJC4uLiAHBxcRE1gIQqbJ0sCR8m3wXK1jcnvngIQ4tWoVAokCSJjRs3VtmOLgiCUBvJ2cWsPn4DZxRMVlgCoGlmj1Ub13uOy125CnRyQxPnqVPqPE5BEISHla+vL6+99hojR47kiSeeuOt13bt3x8/Pj61bt1YqAp6amsqpU6dq9N3By8uLp59+mi1btrBo0aI7XpOQkMDp06erPXdt5eTksH79ejp27IiVlRUAarWa0aNHc/78eZKSkiqulSSJzZs3ExQUhNsDvPlR7W+Cb7zxRqV/x8XFMWrUqEqPHT16tE6KeAlCQzD3zFy0Bi0Af+pkelbU/pVLkSSj3EHvd1lR2Tn7KCyUaxz5+U1DpbI0f9ANQcoxOClvbaTVcAiKqtE02iIdu5ddAsDSRk3fSa0A2L59O6WlpYBctFwtamsId9BhQDPO7U0lP1PL4cLJPGb9Il29yzicriEpKYmzZ8/Svn0DSmEXBOGh9t2uBPRGiWlYYlG+1u04JOCenx0kg4GcFSsAsGzVCmvREVYQBOGePv74/hlfSqWS//znP0yYMIHRo0fz/PPPU1RUxHvvvYeFhQV///vfK12vUCiIjIysuNl9N1988QWJiYnExMSwZcsWoqOj8fT0JDMzk23btjF//nyWL19eKTPrzJkzrFq1qspcXbt2rbR9zlRTpkyhefPmhIeH4+bmxuXLl/n8889JT09nwYIFla5977332LRpE0OHDmXmzJk4ODgwZ84cTp06xU8//VTt566Nan1bi42NrfLY7+tF3Xb9+vU7tlMUhIddelE6P12U/yPt7tWdrl5dTRp369pVLv6uVpRbs9/+yFy/NhsApdIaP9+pZo64gZAk2PQ3+VhlAYPfq/FU+1dfoTi/DIDeE0KwcbDgxo0bnDx5EpC3CYeEhNQ2YqGRUmtU9BoXwqZZZyiV7DlUOJmojPnEW/+ZohItW7ZsISQkpOIOkiAIQk2l5Jaw8mgyXiiIRr7RZBnshFWw0z3HFe7ahf6mvHXfefJkk296CYIgCPc2btw4fv75Zz744APGjRuHpaUlkZGRrFixgqCgoIrrCgvlplLe3nfveHqblZUVGzZsYMmSJSxcuJAZM2aQn5+Ps7Mz4eHhzJs3j5EjR1Yas2jRojtmUs2fP5+YmJhqv66wsDBWrFjBrFmzKCwsxMXFhd69e7N48WK6dq38fTUoKIg9e/bwxhtv8Oyzz6LT6ejYsSO//vorI0aMqPZz10a1FqMiTWwpu2TJkhoFIwgN3ewzsykzygshL3Z60eRx+36S/5tQKJVEjP9twamg4BzZOXJHCx+f8Wg0TuYLtiE5sxJuHJGPe7wArkH3vv4uks9nc35/eW2tNi606u6F0Whk48aNAKhUqopuEYJwN4Ed3PALdebGhRziiwfT1noLg3xSWJviSmFhIbt27RL/OxKE+5g5cybvvvtufYfRoM2KS0BnkHgSq4oP3I5DAu477nbhcqWdHY4jH+wXA0EQhIYuJibGpAWbs2fP3vHx0aNHM3r06HuO3b17NwqFgjffNK3rt0qlYtq0aVW63P1RQECASSUhfr+F7o/Cw8OrzPHGG29U2cF2L+3atWP9+vUmX19XGmmVZEEwv5TCFFZfXg1AL59edPIwLW0+7colEo4eBKBt5ABcfHwrziVd+w4AhUJF82Y1L+bdoJUWwrZ35GM7T+j71xpNU6bVE/vjBQDUlioip7ZCoVBw8uRJUlNTAYiIiKjoEiEId6NQKOg9IQSFUoGEir0FTxF2YxHNPJ0BOHjwIBkZGfUcpSA0bDNnzkSSpLt+2G/q0vK0rDiSTABKhmIBgHVbVyya2d9zXNm1axTtlW9SOY4ejdLWts5jFQRBECqLjY1l0qRJonRDHROLUYJgov+d+B96o9y97cWOpmdF7V2xGAClSk2Psb/ViiouvkpGxiYAPD1HYm3dzIzRNiB7v4ACOZuJAf8Ey3t/EL+bQ78mUpAl1+rqOSYIB1drSkpK2L59OwAODg53beUqCH/k6mNHu0h5YTilrD1XS3sw3LhNFDMXBMEsZu1KoMxg5Bks5Q/bCnAwJStq+YqKY+fJk+5xpSAIglBXPv30U5YuXVrfYTR6YjFKEExwPus8GxI3ADDYfzDt3U1bJb9x7izXTp8AIGzgEBw9PCvOJV2bBchfdv39G14rULPIvgr7v5aPfbtAh8k1miYtMY/TsTcA8A5ypH35IkJcXBzFxcUADB48GAsLi9rHLDQZ3UYEYmWrAWBv/nRc0w/TNcABoKKYuSAIQnVl5GtZdvg6rVESifw3xqazJxqPO7fTvs2o1ZK7Zo18fbduWAYH13msgiAIglBfxGKUINyHJEl8fuxzANQKNS91fsnkcbezotQaC7qPmVBxTqtNJS1tLQDu7oOxs22kBbe3vgUGucMdwz4BZfX/5Bh0RnYuOg8SKNUKoh4PRaFUkJ6ezuHDhwHw9/enbdu25oxcaAKsbDV0H90CgEKjB0eKJhCVPhtbG/kL45YtW9BqtfUZoiAID6FZuxIp1RuZQXkjBJUCh4HN7zsuf+MmjHl5ADhPqdnNG0EQBEF4WIjFKEG4j/2p+zl08xAA41uNp7nD/T9QAlw7fYKUC/EAdBw6AjuX32oZXbs+G0mSt/wF+D9v5ogbiIRYuFBeGK/DZPALr9E0RzclkZMmZz91HR6Is5ctkiSxadMmJElCoVAwbNgw0W1IqJE2vX3wKM+GOlU0iuI8FYN85Q4qhYWFbN26tT7DEwThIZNRoGXJoWt0QUV4edlyu+7eqJ3v36EzZ/lyAFTubtgPGFCncQqCIAhCfROLUYJwDwajgf8c+w8AthpbZoTNMGmcJEnsXS5nRWmsrOk66tGKc2VlmaSmyjUhXFz64OAQZuaoGwCDDjaXd3SwsIOBM2s0TeaNQo5vvgaAWzM7Og2WFwLj4+Mrukx07doVLy+v2kYsNFFKpYJ+U1uhUCowoiYu/znCLn9Hi2by/6aOHz9OQkJCPUcpCMLD4vs/ZEUpLJTY979/TciSM2fRnj4NgPP48Sg0mjqNUxAEQRDqm1iMEoR72HB1AxdzLgIwve10XK1N69SWcPQQ6YmXAegyfDQ2Do4V564nz8dolLeuNdqsqCNz4Zbc+Y6+fwX76i8WGQ3y9jyjUUKhVND/8daoVEpKS0vZsmULADY2NkRFRZkzcqEJcm9mT1h/PwDSdK05XxzJSPVeNOVfBtetW0dpaWl9higIwkPgVkEpSw5doy9q2qACwK63Lyq7+9czzFm+TD5QqXCaMOHeFwuCIAhCIyAWowThLkoNpfzvxP8AcLd25/E2j5s0zmg0sHf5IgAsbW3pMnxMxTmdLp8bN34EwNGxM05O3cwbdENQlAlxH8rHLi2gxws1mubkjmRuXS8AoNOg5rg3l7vw7dmzh4IC+fGBAwdibW1d+5iFJq/biEDsnC0BOFDwOJZXdjOog5zNkJuby44dO+ozPEEQHgI/7E6gTCd30ANQ2qix7+t333GGvDzy18tNUuz7R6ER2b6CIAhCEyAWowThLpaeX0paURoAL3Z8ERvNvbvg3HZudyxZN64D0HXUOKxs7SrO3UhZjMEg16MJ8H+hcdY52vk+aOUCrAz5ENSW1Z4iN72Yw+uuAuDkaUPXEQEAZGZmsn//fgB8fX3p2LGjOSIWBCys1PSZ2BKAUsme/QVPEH71f/g3lxekDh8+XLE1VBAE4Y8yC0tZfPAag9EQWJ4VZR/ZDKWV+r5jc3/+Gak8+9J5sihcLgiCIDQNYjFKEO4grzSP2WdmA9DCsQWjg0ebNE5XVsq+n+TMJzsXVzo/MqrinMFQTHLyAvmcXWtcXfuZNeYGIfUkHFsgHwcNgJZDqz2FZJSI/fECBp0RgKjHQ1FrVBVFy41G+fFHHnkEZQ268wnC3bTo6E5AmBsAF7VRpKZaMsr7Fmq1/GXy119/paysrD5DFAShgZq9OxGDzshTt7OiHCywi/C+7zjJaCR3mVy43CIgAJsePeo0TkEQBEFoKMQ3OUG4g1mnZlFQJm8Fe6XLK6iV97+zCXByywYKszIBiBg/FY3Fb1lBKSnL0emyAblWVKPLipIk2PQ6IIFSDUM/hhq8xvi9qaRezgWgfaQvPsFOAFy4cKGikHSXLl3w9fU1U+CC8Ju+k1qitpDfGnflz8DxyFf0794egOzsbGJjY+szPEEQGqCswlIWHbjGaCzwLv9o7TCgOQqN6r5jiw8epOya3KjDadJEFOImiyAIgtBEiHc8QfiDxLxEll+Q71KGe4YT6Rdp0jhtYSGHf/4JABffZrSN/K0ts8FQwrXr3wNgYxOIh0f1M4YavNMrIPmQfNzjeXBvWe0pCrK17F9zBQA7F0t6RAcBUFZWxubNmwGwtrZmgGh5LdQRexcruo1oAUCuwZdDuePoce2bisXPgwcPcv369foMURCEBmb2nqugM/AEcqFytasVtuGeJo3NWSYXLldYWeEUHV1nMQqCIDQWCxYsQKFQoFAoiIuLq3JekiSCg4NRKBT069ev4vG4uLiKcXf6ee6552ock9FoZPHixQwcOBA3Nzc0Gg0eHh6MGDGCdevWVezsSEpKQqFQ8Nlnn91zvoCAAEaMGHHHc0ePHkWhULBgwQKTXtvBgwerzKHT6fjiiy9o37491tbWODk5ERERUVEO5UExLd1DEJqQz49+jl7So0DB37r9zeQMpsO/rkJbJNeD6jP5CZSq3+6IpqQspaxMzpgKDPg/FIr73y19qGjzYevb8rGdF/R9vdpTSJLErqUX0WkNAPSbGopFea2Nffv2kZcn16Hq378/Njam1e8ShJroMMCPK8fSybhWwMniUQQmHmZ0/zK+T1NhMBhYtWoVzz33nPjfodCkzZw5k3fffbe+w6h32UVlLDqQxAQscL6dFTXIH4Xq/vd7dWlpFOzYKY955BFUjo73GSEIgiDcZm9vz9y5cystOAHs2rWLhIQE7O3tKz3euXNnDhw4UGWe7777jkWLFhFdwxsCWq2WMWPGsHXrViZNmsR3332Hl5cXt27dYvPmzYwfP54VK1YwerRpZV9q48MPP6zSabxdu3aV/m0wGIiOjmbv3r28/vrrREREUFRUxLFjxygqKqrzGH9PLEYJwu/sS9nH7hu7ARgbMpZQl1CTxhVkZXJi468A+LRsTVB494pzBkMxSdduZ0W1wNPzzqvcD7Vd/4aiDPl40L/AyqHaU1w6nM61s1kAhPbwwr+tKyBvjdq7dy8A3t7edOnSxTwxC8JdKFVKBk5vw4oPDmPQKdmR92cmHnyLwX2+Y1PcAfLz8/nll1+YNGlS49tuKwgmmjlzJjNnziQ+Pr7KB92mZPaeRNRlRiYjL05rvG2xDnM3aWzuTyuh/G65KFwuCIJQPRMnTmTJkiV88803ODj89t1j7ty59OzZk/z8/ErXOzg40OMPdfkkSWLq1Kn4+/szaNCgGsXx6quvsmXLFhYuXMi0adMqnRs7diyvvfYaJSUlNZq7ukJCQqq8xj/63//+x6ZNm9i3b1+la4cPH17X4VUhtukJQjm9Uc+nRz4FwFZjy586/cnksftXLkWvkwsb95kaU+kL6o2Upeh08iJLo8yKunURDs2Sj5v3hLAJ1Z6iOL+MPT9dAsDawYJe40MAKoqWGwxytpQoWi48KM5etvQcEwxAvsGL/Vnj6JY8m9BQeYH64sWLHDp0qD5DFAShnmUXlbFwfxJTscAO+X3fYUgACuX9F6klnY7clSsBsGrfHuv2TXdBTxAEoSYmly/iLyvf7gyQl5fH6tWrefLJJ02aIzY2lsTERKZPn16j7xhpaWnMmTOHIUOGVFmIui0kJISwsLBqz11XvvzyS/r27XvfRasHQWRGCUK5VZdWkZAnF8h+pv0zuFm7mTQu68Z14uO2AxAU3h2/0LYV5wyGYq5VZEUF4en54Fec69TtouVGPSiUMOyTGhUt3738IqVFegAiJ7fEylYDyF/4L1++DECnTp1o1qyZ+WIXhPsIi/Ij8eQtUi/nEl8ylBbn3mX0oxI3bzqSl5fH1q1badasmSimLwhN1Jw9idiUGRlXXivKIsABq1bOJo0t2LET/a1bADhPmlRnMQqCIPzevw//mwvZF+o7DABCXUL5W7e/1Xi8g4MD48aNY968ecyYMQOQF6aUSiUTJ07kv//9733nmDt3LkqlkunTp9cohtjYWHQ6HWPGjKnR+HuRJAm9Xl/l8ds36e/kxRdfZNKkSdjY2NCzZ0/efvttevfuXXE+OTmZpKQkRo4cyZtvvsncuXPJysqiVatWvP766zzxxBNmfx33IhajBAHIK83jm5PfAOBr58tjbR4zeeyeZQuRJCMKhZLekyqviN9IWVLRQS8w4E+NLyvq/DpIjJOPu0wH7+qv+icczyDhuPyBPKizO0GdPAC5aPmmTZsAsLKyYuDAgWYJWRBMpVAqGPBEa5b96xD6MiM7815k8taZjBu3gvnLf8ZoNLJq1SpmzJiBlZVVfYcrCMIDdDsr6nkssSzPinIcEmDy1t2c5XKjFKWDAw6PDKuzOAVBEH7vQvYFjqYfre8wzObJJ58kKiqK+Ph42rZty7x58xg/fnyVelF3kpuby5o1axg0aBDNmzev0fPfbmoTGBhYo/H3snHjRjQajUnXOjo68tJLL9GvXz9cXV25cuUKn376Kf369WPDhg0MGTIEgJSUFAAWLlyIn58fX3/9NY6OjsyePZuYmBjKysp45plnzP5a7kYsRgkC8P3p78ktzQXgL+F/wVJladK462dPk3BU3qrTJrI/bs38K87JWVE/AGBjE9z4sqLKimHLP+Rjaxfo/1a1p9AW6di1XN6eZ2mrpu+kVhXn9uzZU1G0fMCAAdja2tY+ZkGoJgc3a3qPDyFuyUWKjG7syXiUgUf+xYD+L7Ft+3ZycnJYt24d48aNE/WjBKEJmbMnEecyiRHIXxSsWjljGWhaAfLSxESKy7sbOUVHo7S2rrM4BUEQfs/UergPgjliiYyMJCgoiHnz5hETE8ORI0f4/PPPTRq7ZMkStFotTz/9dK3jqAu9e/fmP//5T5XHz58/X2VLYKdOnejUqVPFv/v06UN0dDTt27fn9ddfr1iMut3VT6vVsnHjRvz95e+ugwYNIjw8nH/9619iMUoQHqSkvCSWnZf3God7hjOwuWkZOEajgbhFswFQW1rSe+Ljlc7fuLH4t6yowEaYFbXnc8grb3E/4G2wcan2FHtXXqYkv7zW1oSW2DjIWx0yMzMrWov6+PiIouVCvWrT24fEE7e4fi6bi9oo/E8fo2fgSa4GB3PlyhXi4+Px9/enW7du9R2qIAgPQE55VtRrWKL+Xa0ok8eXZ0UBOE2aaO7wBEEQ7qo22+IaIoVCwfTp0/nqq6/QarW0bNmSPn36mDR27ty5uLu716rL3e2MqqtXr9Z4jrtxdHQkPDy8xuOdnJwYMWIEs2bNoqSkBGtra1xd5QZRoaGhFQtRIP8ehwwZwkcffURGRgYeHh61jt8UohKw0OR9evRT9JIeBQpe7/q6ydkNZ2O3c+ua/Ien2+hx2Lm4VpzT64u4dn0OALa2IXh6PGL+wOtT5mXY96V87NMJOld/f/G1s1lcPJgGgH87V1p28wSqFi0fPny4KFou1CuFQkHU462xtJEXlGPzXyRv0w9E9wiqSAPftGlTRX0zQRAatzl7E/EukxhYnhVl3cEdCx87k8Yai4vJ+3ktALYRPbGsg60dgiAITUlMTAyZmZnMmjXL5NpPJ06c4MSJE0ybNs3krXB3EhUVhUajYe3atTWeoy5JkgRQ8f02KCgIGxube177IL93iW94QpO2K3kXu2/sBiA6JJrWrq1NGldaXMy+FYsBsHd1J3xEdKXzN1J+/F2tqEbWQU+SYONfwagDFDD8C1BW7/WVluiJWyIXT9RYqYic0qrij+T58+dJSJALyXfp0kUUhxYaBDtnSwZOl5sT6CRrNue8isW6l5gYPQK1Wo0kSaxcuZK0tLR6jlQQhLqUU1TGgn1JPEv5dn4lOAzyv/eg38nfuBFjQQEATqJwuSAIQq35+vry2muvMXLkSJMLcM+dOxeAp556qlbP7eXlxdNPP82WLVtYtGjRHa9JSEjg9OnTtXqemsjJyWH9+vV07NixorapWq1m9OjRnD9/nqSkpIprJUli8+bNBAUF4eZmWhMvcxDb9IQmq9RQyr+P/BsAewt7Xur8ksljD6/9ieK8XAD6THkCjeVvxYt1uvyKDnq2tiF4eDSywqTxa34rWh7+JPh2rvYU+1dfoTCnFIBejwZj7yL//kpLS9m8eTMA1tbWDBgwwCwhC4I5BLR3o8tQf45tvka2vjlx14Yy8NgnjI1+lZ9WrqSsrIylS5fy9NNP4+DgUN/hCoJQB+bsTSSoDCLKs6Jsw73QuJlW80mSJHKWymUB1B4e2PfvX2dxCoIgNCUff/yxyddqtVqWLl1KREQErVvfPRFBoVAQGRlJXFzcPef74osvSExMJCYmhi1bthAdHY2npyeZmZls27aN+fPns3z5csLCfmv0dObMGVatWlVlrq5du1baPmeqKVOm0Lx5c8LDw3Fzc+Py5ct8/vnnpKens2DBgkrXvvfee2zatImhQ4cyc+ZMHBwcmDNnDqdOneKnn36q9nPXhliMEpqshfELSS5IBuDFji/iYmVazaO8jDSObVgLgHdIK0J7RVY6f/36bPR6ufB2ixavoFA0ogREbT5sflM+tnGTa0VVU/L5bM7tTQXAL9SZNr19Ks7t2rWL/Px8QC6kd7c0UkGoL91GBpKWmEfKpVwuafvhfeQ72gWfYNCgQWzbto38/HyWLVvG9OnTsbCwqO9wBUEwo5yiMhbuu8a/b2dFqZU4DDC9A5P2zBm0584B4DRhAgq1+BguCILwoK1Zs4acnJx7Fi4vLCwEwNvb+77zWVlZsWHDBpYsWcLChQuZMWMG+fn5ODs7Ex4ezrx58xg5cmSlMYsWLbpjJtX8+fOJiYmp3gsCwsLCWLFiBbNmzaKwsBAXFxd69+7N4sWL6dq1a6Vrg4KC2LNnD2+88QbPPvssOp2Ojh078uuvvzJixIhqP3dtiHdBoUm6WXiT2afl4uMhziFMbGV6AdHdSxZg0OsB6DftmUo1pkpLb3E9eT4ADg4dcHcbbMaoG4C4j6CwfBvS4PfB2rlaw8u0emIXy9vz1JYqoh4Lrfj9paenc7C8u5Cfnx8dO3Y0W9iCYC5KlZLBT7djxfsHKc7Xsyf/aTzWvkvEC3PJzu7CsWPHuHnzJqtXr2bixImi3pkgNCJz916lXRl0KP/4bBfhjcrRtO67ADnLyguXq1Q4jR9XFyEKgiA0ejExMSYt2Jw9e/aOj0+ZMoUpU6bcc+zu3btRKBS8+eabJsWkUqmYNm1alS53fxQQEFBRm+lefr+F7o/Cw8OrzPHGG2/wxhtvmBQrQLt27Vi/fr3J19cV8SlZaJI+O/oZWoMWgL93+ztqpWnrsjfOn+XSwb0AhPaKxKdl5ZakSde+wWgsASCoxV8bV6v3m6fh0Cz5uHkEdKh+rYsDPydQkC3/3iOig3Ao39pgNBpZv349RqMRhULBiBEjxJd4ocGycbBgyDNhKBRgRMPmW3+mdMlTPBLZnRYtWgBw8eJFNm3aZNIHDkEQGr6cojIW7L3KjPKsKIWlCvvIZiaPN+Tmkr9xIwD2/fuj8fSskzgFQRCE2ouNjWXSpEm0b9++vkNp1MS3PaHJOXTzEFuvbQVgWMAwunp1vc8ImWQ0ErdI7pCntrCkz5SYSudLSq6TkiLf9XRx7o2LS4T5gq5vRiNs+AtIRlCoYPjnUM2FtpSLOZzdlQKAT4gT7fr+Vpj85MmTJCfLWyZ79OiBl5eX+WIXhDrgE+JEz7HBABQYPdicNBFWxDAhehTu7u4AHDlyhI0bN2I0GuszVEEQzGD2nkS66xSEIDfssO/rh8rW9A5MuT+vRSqVayU6T5lcJzEKgiAI5vHpp5+ydOnS+g6j0ROLUUKTojPq+PiwXODOWm3Nq+Gvmjz2TOxW0hOvABA+MhoHN/dK5xMTv0SSdAAEBf3FTBE3ECcWwY3D8nHPF8CzTbWG60oN7Fx8HgC1RknU46EolPJiVlFREdu2bQPA3t6efv36mS1sQahLHQc2I6iz/Hcgpaw9O+K7Y7n5Lzz22GM4O8tbWI8cOcKGDRvEgpQgPMSyi8r4cV8SzyA321DaarDrbXqnV8loJHe5fLPKIiAAmx496iROQRAEQXiYiMUooUlZfmE5V3LlBaVnw57Fy9a0DJzi/Dz2LF0IgL2rO91GVa71UFh4kbT0XwDwcB+Gg0NYlTkeWgVpsPUd+djBFyJN349828FfEsjPlLfn9RgThJPHb4XJt2/fTkmJvLVx2LBhWFqaXn9DEOqTQqFgYEwbvALtAbis7cP+A7Y4Hvua6dOn4+rqCsCxY8dYt26dWJAShIfU7D2JROmU+JV/bLbv3wylpcrk8cUHD1J27RoATpMmNq4t/IIgCIJQQ2IxSmgyMooz+ObkNwD4O/gzrc29C8z93t7li9AWFgAQ9cQzaKysKp1PSPwckFAoVLRoYXq21UNh42tQKncHZPgXYGlXreGpl3M5HXsDAK8WjrSP8qs4d+3aNU6cOAFASEjIPdurCkJDpLZQMfzFjji5y4uoJ4vHcGrTORwS1xMTE4ObmxsAJ06c4JdffhELUoLwkMkuKmP5viSml9eKUjlZYtf9/t2Vfu924XKFpSVOY8aYO0RBEARBeCiJxSihyfj0yKcU6YoAeKPbG1ioTGu7fvPyRc7slGtMBXTsQnC3npXO5+YeJTNzBwDeXo9ia9vCjFHXs/Pr4Pyv8nHbaGg1tFrDdaUGdiw6DxKoNEoGPNEaZfn2PIPBwIYNGwBQq9UMGzZM3C0WHkpWdhpGvtQZGzv5LXVvwXQur1iGfeYJYmJiKmpInTp1ijVr1qDT6eozXEEwi5kzZ6JQKGjXrl19h1KnftidyDCdCrfyj8wOg/xRqE3/+KxLT6dg50557COPoHJyqoswBUEQBOGhIxajhCZhf+p+NidtBmCQ/yB6+/Y2aZzRaGD73G9BklCp1fSPebbSgokkSSQkfAaAUmlBYOD/mT/4+lKSCxv+Kh9bOcGwT6o9xYG1CeTfkrfg9RjdAifP37bnHThwgIyMDAD69u2Li4tLbSMWhHrj4GbNiJe6oLEAULI950+kzHsXu8yTxMTE4OHhAchthhcsWEB+fn69xisItTVz5kwkSbpr6+zGIKuwlNX7k3isPCtK7WGDTSePas2Ru3IVGAwAOE+ufhdaQRAEQWisxGKU0OiVGkr54OAHANiobfhb17+ZPPbUtk1kXE0AoOvocTh7Vy5YeuvWVnLzjgDg5/s4VlY+Zoq6Adg+EwrT5OMhH4Bd9T6Ap1zK4Uz59jzvIEfC+v/WAjsnJ4e4uDgA3NzciIhoRJ0HhSbLvZk9w57viFIpYUTD+sy/kDxnJrbpR3jiiSdo3rw5ACkpKfzwww8VHSQFQWiYftiTSLROjQPyTSjHIf4VzTdMIen15K5cCYBVmzZYiRbhgiAIglBBLEYJjd68s/O4XnAdgBc7voinradJ44rzctm3fDEADu6edBszvtJ5o7GUK1fkznxqtSMBAS+YMep6lrQPjs2XjwP7Qsep1RpeptWzc9Fv3fP6T/tte54kSaxfvx69Xg/AiBEjUKvV5otdEOpRs9YuDJjeFoVCQi9ZsT7zNRLnfoJt6gGmTZtGly5dACgsLGTBggUVNdMEQWhYMgtLWbfvOuORt/Rrmtlj1ca1WnMUxMaiT08HwGnyJLEVXRAEQRB+RyxGCY3a9fzrzDk9B4BWzq2Y0nqKyWN3L5lPabFcY6r/9GfRWFTu8pZ8YzElWnmRq0Xgn9FonMwTdH3TaWHdn+VjtRWM/BKq+QH64M9/6J73u+15Z86cISFBzjbr3LkzAQEBZglbEBqKll29GPx0+4oMqc1Zr3Bp3teoE7YxcuRIhg8fjlKpxGAw8Msvv7Bp06aKxVlBEBqG2bsTmahXY307K2poQLUXk3LLC5cr7e1xHD7c7DEKgiAIwsNMLEYJjZYkSXx46EPKjGUAvNXjLdRK0zJwbpw/S/wuuSh5iy7dCOrSvdL5srIskpK+BsDGpgW+vtXLHGrQdn8CWVfk46g3waV6BdlvXMzhzK4UALyDHQn7Xfe84uJiNm+Wa3fZ2toyaNAg88QsCA1McBcPhj3fAZVKQkLFtpw/ET9vAZz7ha5duzJt2jRsbORF2kOHDvH999+TkpJSv0ELggDArYJStu6/xig0AFiGOGEV5FStOcqSkijavx8AxzFjUNrY3GeEIAiCYIoFCxagUChQKBQVZT9+T5IkgoODUSgU9OvXr9K5gICAirG//3nuueeqHcetW7ewsLBg0qS71wPMz8/HxsaGUaNGARATE3PH57/9c/DgwYqxd7s2NDS02rE2VGJvjNBobb22lX2p+wB4NORROnp0NGmcXqdj2w/yQpNaY0H/mGerXJN49Sv0+gIAQoL/jlKpMU/Q9S31BOz9r3zsFQY9XqzW8Erb8yzk7nm/r6+xbds2iouLARg6dCjW1tZmCVsQGqKA9m6MfKkzG/53HJ1OSVzeDErnLaLTyMsE9P0Lzz77LCtWrODmzZvcunWLOXPm0KtXLyIjI9FoGsnfFEF4CH2/K4Gpeg2ailpRAdWeI2fFTxXHzpMmmis0QRAEoZy9vT1z586tsuC0a9cuEhISsLe3v+O4Xr168dlnn1V6zNPTtDIuv+fu7s6oUaNYu3YtOTk5ODs7V7lm+fLllJSU8NRTTwHw9ttv33Hha+TIkVhaWtK1a9dKj1tbW7OzvCPr7x9rLMRilNAoFZQV8Mlhufubs6UzL3d+2eSxR35ZRXaqXHi75/gpOHp4VTpfWHSZ1NRlALg498LVNco8Qdc3fRmsfQEkAyjVMOZbUFXvT8S+VVcoyJK35/WMDsLR/bc7wUlJSRX1cYKDgxt9O3BBAPBt6czoV7uy7ssjlGoVHCicRtbPu+iXMh2nR7/m6aefZu/evezatQuj0cjevXu5cOECY8aMwc/P7/5PIAiCWWXka9l3IJnvkT/sW7d3w8Lvzl9o7sao1ZK3Zg0ANt26YRkUZPY4BUEQmrqJEyeyZMkSvvnmGxwcHCoenzt3Lj179rxr52InJyd69OhhlhieeuopVq9ezZIlS/jTn/5U5fy8efPw9PRkePlW7aCgIIL+8J6wa9cuMjMzeeutt1CpVJXOKZVKs8XaEIltekKj9OXxL8koyQDglS6v4GTlZNK4rJRkDv28AgD35gF0GT6myjVXLn+IJBkAJSEh/2g8BUl3fwoZ5+Tjvq+BV/W6/iSdyeTc3lQAfFs50T7yty/Ser2edevWAaBWqxk+fHjj+b0Jwn14BjoQ/Vp37Bzkt9xL2khW7+9D3jcTUOUmERkZyYwZM/D29gYgMzOTuXPn8ssvv5CXl1efoQtCk/NtXAIxBg1KFEgKcBjsX+058jdvxlD+367z5Ltv3xAEQRBqbvLkyQAsW7as4rG8vDxWr17Nk08++UBiGDJkCH5+fsyfP7/KufPnz3Po0CGmTZt2z2ZNc+fORaFQPLCYGxKRGSU0OiczTvLTRTk9vqtXV8YEjzFpnGQ0su2HrzHo9aBQMGjG/6H6wx+OrKxdZGXvBsDHZwJ2dq3MGnu9uXkK9n4hH3u2h96vVmu4tkhH7I8XANBYqeg/rfL2vD179pCVlQVAVFTUHdNYBaExc/W1Y/xbEWz94SQpVwrJ0gfy0+XnGfTlywQ8/mc8Qwbx9NNPs2/fPnbt2oXBYODEiROcPn2a7t2707t374oaU4Ig1I20PC2nD93gaeT/1uy6eqFxr/5/d7cLl6vc3LAfMMCsMQqCINRG2ocfUnr+Qn2HAYBl61C83nyzxuMdHBwYN24c8+bNY8aMGYC8MKVUKpk4cSL//e9/7zhu9+7d2Nvbo9VqCQkJ4amnnuLll1+ukpVkCqVSSUxMDO+//z6nTp2iQ4cOFeduL1Dda5EpLy+PVatWMWDAAAIDA6ucLykpwcvLi1u3buHt7c2YMWP417/+hYuLS7VjbYjEYpTQqOgMOmbun4mEhIXSgn/2/KfJGThnYreRciEegE5DRuAdXHmhyWjUc/nKRwCoVHa0aPGKeYOvL/oyWPsiGPXl2/O+AbVFtabYvewixXlyofg+E0JwcP1tL3N6ejp79uwB5P3YjTnVVBDuxcbBglGvhHPw5yuc2H6DMsmWDRmvED7rJ8L7bUE16B369u1L69at2b59OxcvXsRgMLB//36OHz9Or1696NatG5aWlvd/MkEQqu3b2Ms8bZDf/ySVAocBzas9h/b8eUpOnQLAadyjKCyq934qCIJQl0rPX6D4yJH6DsNsnnzySaKiooiPj6dt27bMmzeP8ePH37Ve1PDhwwkPDycoKIicnBxWrlzJX//6V06ePMnixYtrHMMHH3zAvHnz+PLLLwF5V8jixYvp1avXPQuOL1u2rFJNqd/r0KEDHTp0qChtsmvXLv7zn/+wY8cOjhw5gp2dXY3ibUjEYpTQqMw9O5eEvAQAnuvwHP4OpqXXF+XmsHvJPADsXN3oPenxKtfcuLGIoqLLAAQEvIClhZuZoq5ne7+A9DPyce9XwbvDva//g8tH07l8VN4SGRDmRmhP74pzRqORX3/9FaPRiEKhYPTo0TW66yAIjYVSpSRiXEs8Ap3YueAMOp2Co0UTSNqSQP8z43Ef9xfcWw5m8uTJXL9+ne3bt3P9+nW0Wi07duxg7969dO7cma5duzaau2KC0BCk5JaQdPgmz5bXirLv7YvKsfoLvznlWVEolThPmGDOEAVBEGrNsnXD6cRmjlgiIyMJCgpi3rx5xMTEcOTIET7//PO7Xv/NN99U+vfo0aNxdnbm66+/5tVXX6VTp07VjiEwMJCoqCiWLFnCp59+ioWFBZs2bSItLY0PPvjgnmPnzp2Lq6sr0dHRVc698krlxIdBgwbRqVMnxo0bx+zZs6ucfxiJxSih0UjMS+SH0z8AEOwUTEy7GJPHxi6cTWlREQADnnweC+vKafna0jQSr/4XAGvrAJo3M33uBi3tjFwrCsCjrVwrqhqK8krZtewiAFa2GvpNbVUpE+3QoUMV7eojIiLw8fExT9yC8JAL7uKBi08PNn93nJwMHZn6IFZe/ysdv/+Vrj1+RvPI+zRv3pzp06dz6dIltm/fzq1btygtLeXAgQMcOHCAli1b0r17d1q0aCFqsAlCLX278zJPGeUsJqOFEofI6jcQMBQWkrd+PQB2ffuiEe95giA0MLXZFtcQKRQKpk+fzldffYVWq6Vly5b06dOnWnM89thjfP311xw8eLBGi1EgFzKfOnUqv/76K+PGjWP+/PnY2dkx4R43JU6fPs3Ro0d56aWXTM56j46OxtbWloMHD9YozoZGFDAXGgWjZOTd/e+iM+pQoODdiHfRKE1rjZ544ggX98t1oEK6RxAc3r3KNZcvf4DBIC9WtWr1LkplI9gmc7t7nlEPClW1t+dJkkTcjxcoLdIDEDmlFba/u4ucnZ3Njh07AHBxcanSdlUQmjoXb1smvt2L8Ef8USolJFScKIpmeVwfkj+bBod+QGEoo1WrVjz//PNMnDixUj2BS5cusXjxYr766iu2b9/OzZs3kSSpHl+RIDyckrOLyTmSRhBy5q5TVHOUNqZ9hvi9vF9+QSouBkThckEQhAclJiaGzMxMZs2axfTp06s9/vZnJ6Wy5ksjY8eOxdnZmXnz5nHr1i3Wr1/PxIkT77mVbu7cuQA8/fTT1Y63NrE2JCIzSmgU1lxew/GM4wBMDp1MmHuYSeNKi4vZNltO17SwtqF/zIwq12Rl7SEjYyMAHh7DcXXpbaao69mezyDttHzc+xXwqd6dgHN7U0k6IxclD+nqSXAXj4pzkiSxbt069Hp5oWrUqFFoNNX/YC8IjZ1Ko6T7qCCCu3gSu+A06cla8g1e/HrzLwQsPUz3nSNxG/I4yg6Tad26Na1btyY9PZ3Dhw9z6tQp9Ho9OTk57N27l7179+Li4kK7du0IDQ3Fy8ur0XxYEYS69N2Oy8RI8s0Uo40au17Vz2iSJInc5fIWPY2vL7a9G8lnBUEQhAbO19eX1157jQsXLvDEE09Ue/yiRYsAalXX1srKiilTpjBr1iz+/e9/o9Pp7lm4vLS0lB9//JFu3bpV1IQyxapVqyguLm40NXjFYpTw0LtVfIsvjsqd4DxtPPlz5z+bPHb3j/MozMoEoO/U6di5uFY6bzCUcvHSPwG5aHnLkH+YKep6lnIMdn8mH3u2g8i/VWt4bnoxe1fK9bNsHS3oO6llpfMnTpzg6tWrAISHhxMQEFDrkAWhMXP1tWPs33tyJvYGB9deQq9TkFTajaRr3QhetIduvsNxHvoMtI3G09OTkSNHMmDAAE6fPs3Zs2e5ceMGIGck7t69m927d2NtbU1gYCCBgYG0aNECFxcXsZ1PEP7gWlYRuuMZ+GAFgMvgAJQW1a9tWHLsGKWXrwDgNHEiClEfURAE4YH5+OOP73vN0qVLWbNmDcOHD8ff35/c3FxWrlzJ8uXLiYmJqdQJD+QtgJGRkcTFxZkUw1NPPcU333zDF198QWhoKBEREXe9du3atWRnZ981K+ratWtMmTKFSZMmERwcjEKhYNeuXfz3v/+lbdu21c6maqga3GJUYWEhb731Fj/99BPZ2dmEhobyxhtvMGnSvdOdb9y4wWeffcaJEyc4deoUeXl5zJ8/n5iYmAcTuFAvJEnivYPvUaArAOCtHm9hq7E1aey1Myc5vWMzAM3bhRE2cGiVa65f/4GSkmsAtGjxMpaWnmaKvB7pSuDn50EygFID0bOqtT3PYDCybV48+jIjAANi2mBl+1vWU35+Plu2bAHklqsDBw40b/yC0EgplQo6DGhGi07uHF2fyPkDN5EkBVe0fUhIiKDVvDg6e32Hc8Qj0OlxbOw86NGjBz169CA3N5dz585x9uxZUlNTAbkd8Llz5zh37hwA9vb2+Pr64u3tjY+PD97e3o2iE4sg1MasbZeZJsnvgQZHi/9n777Do6i+Bo5/Z1t67wUCpFBDqNKEEKqISK82iv4U9LUXxAYqNlQUxQ6i0hRCR5oaivReAiG0BEIS0ns22+b9Y8JCDCVAIIX7eZ482Z25d/ZOCJudM+eei0Pbm/s7by1crtXiOnhQZQ1PEARBqCQNGjQgJyeHSZMmkZmZiVarpWnTpnzzzTc8+WTZ2TEFBQUA+Pn5XelQV9SyZUtatmzJ/v37r5kVBcoUPQcHh6vGOJydnfHx8eHzzz/nwoULmM1mgoKCePbZZ5k0aRIODhW73q3uql0watCgQezevZuPPvqIsLAw5s+fz8iRI7FYLIwaNeqq/U6ePMm8efNo0aIF999/PwsWLLiDoxaqytqEtcSciwGgT70+dK3TtUL9DPpi1n//FQAaGxt6PflsuYyBoqJEEhK/AcDRsRGBAeVX2KuR/nkfMpSi43SdCL7hN9R9z+oE0hKV4F9EjzrUaXxpRS9Zllm9ejUlJSUAPPDAA9ja2lbOuAXhLuHkbkvUo01o2bseu1ae5MSedGTUxBV3J+5MdwLOHyL8z9HUb+GLqt1YCOqEq6srHTt2pGPHjmRnZ3P69GlOnz7NmTNnKCqtYZOfn09cXBxxcXGXXsvJCS8vLzw8PMp8ubi4iJUvhVrvdHoBdgfScSvNivK6vz6S+santpoyM8lbvx4A51690Hh4XKeHIAiCcLNGjx5doYSTI0eOlHnevn17/vrrrwq9xubNm5EkiUk3WPB93759FWq3vvRvxtW4ubmxZMmSG3rtmqhaBaP+/PNPNmzYYA1AAURFRZGYmMgrr7zC8OHDr/rhuEuXLqSnpwOwZ88eEYy6C2Tps/hw54cAuNu683q71yvc998Fv5KXfgGAziNH4+LtW2a/LMvEn3gXi8UAQMOG76JSVav/LjcncRtsL13SNKANdHr+hrqnnMpl75oEADwCHGjfv0GZ/YcPH+b4cSXQFR4eTlhY2H8PIQhCBbn62NPr8ea07lPAruUnOH0oG4DzhuacNzTHYVMGTXfPobHPRBzDu0DjflDnHtzc3GjdujWtW7fGYrGQlpbG6dOnSUpKIjk5mZycHOtr5Ofnk5+fz+nTp8u9vqOjI87Ozri4uODs7IyjoyMODg7Y29vj4OBgfazT6URtKqFG+nFdPGNQakWZveywC/e6qePkLFkCRiMgCpcLgiDUBjExMYwYMYLw8Bu7aS/cmGp1db106VIcHR0ZOnRome1jxoxh1KhR7Ny586pzL8UH4bvPBzs/ILtEuTh7vd3ruNm6Vahf0rEj7F+7EoCARk1o2btvuTZp6WvJzNwIgL/fMFxdWlfOoKtSSQEsGw/IoLFVpuepK/4WYCg28dfPscgyqDUqeo5tikZ7KTicl5fHn38qhd4dHBy4777y0x6F26PYYOZkWgGJWYVkFxrILjKSXWQgp8hIvt6IWiWh06jRqVXYaFXYaFR4OdkQ5O5AkIc9dT3scbYVBearK48AR/pMaEnOhSKObEri2NYkDCVQaPFkV8EodhWA79k4gv/+hgZuz+HcrD007AN126Oyc8PX1xdf30sB96KiIlJSUkhJSSE1NZXMzEwyMzMxGAxlXregoICCggLrtL9rsbW1LfNlY2ODTqdDp9OVeazVast8aTQaNBpNmcdqtbrMd5VKJWpdCZXuZFo+XkeysC8NRvn0C0ZS3fjvmWyxkPP7HwDYhIZg17oWfF4QBEG4y02bNq2qh3BXqFbBqCNHjtC4cWM0mrLDat68uXX/tQqB3Yq0tDRrZtVFJ0+evC2vJdy6vxL/Yl2CUpeoR90e9A7qXaF+xhI96777EgCNVkfvp55D+k8g02jMIT5+MgBarRvBwa9U3sCr0oa3IDtBedxjMniG3lD3LX/Ek5ehB6DDwGA8Ai7VmpFlmVWrVqHXK/sfeOCBWjOXubopKDGx41Qmh5JyOH4hn+Op+SRmFVG6Ku1Nc7PX0tDXiXvqe9C+gTut6rphqxXTtKoTVx977h0WRrv+wZzYc4HD/ySScb4YgFRjI1KNjdiaD94pJ6i/eRGBunfwDrRFVa89BHWEuh3AyQd7e3uCg4MJDg62HluWZQoKCqyBqby8PHJzc8nLy7M+NpZmflyJXq+3/v+/HdRqtfVLpVKVe6xSqayP7e3trdnVgnA1P/95nHGU1oqq44hNqOtNHafw338xli4g4DpihAicCoIgCEIFVatgVGZmJg0aNGGyKUIAAKiySURBVCi33d3d3br/dvnmm2+YMmXKbTu+UHly9Dm8v+N9AFxsXHij/RsV/vC39fe55KSmANBp+MO4+QWUa3PixAcYDMoKe6Ghb6LTuZdrU+Oc2AB7ZiuP63WGe568dvv/OLk3jbjtqQAENnKjeVRgmf0HDx4kPj4eUKbnNW7c+NbHLABgtsgcSsphy4kM/j2Rwb6z2Zgs1488OejUuNrrcLbTYrHIGMwWDCYLJSYLeqOZghJTmfbZRUZ2nM5ix+ksZvwNOrWKiDoudAz2pF+EHyHeTrfrFIUbpLVR06STP407+pF+Np9T+9I5uSeFvEwlsynNGEqaMZSdgDa7GP/jsQToluCvew9PlyLUfo3Apyn4hCvf3Rsg6exxcnLCycnpqqtfGgwGCgsLKSoqorCwkMLCQoqLi62BqMsfGwwGDAYDJSUlGAwGTCbTFY9ZUWazGbPZXKG2oii7cD1xqXnUi8tFVxqM8nsw5KaDSBcLl0v29rg8+GCljVEQBEEQartqFYwCrvlh4HbebZowYUK56YEnT55kwIABt+01hZvz8e6PydQrgcnX2r6Gp51nhfolHT3C3j+XA+AX0pBWffuXa5OZ9S8pqdEAeHhE4utTvk2NU5gJy59WHuucoP9MuIFprbnpxcT8dgwAG3sN3R9rUmYqQ25uLmvWrAGUi8A+ffpU3tjvUrIsc+BcDkv3n2flwWSyi8pnpEgS1HW3p6GPEw19nQjzcSLYyxFPRx0u9lpsNNfOasrTGzmbWURiZhGJWYUkZhSx/1w28ReU1UMMZgu7E7LZnZDNl3+foKm/MwNaBPBgC398nEVR+upAkiS8g5zxDnKm/YAGZJ4v4NS+dE7tTSX7gpKlZJTtSCxpQ2JJGwBUmSbcz57FS3saL81SPLWf4aY5j62zI7jXB7f64FYPXALAya/0yxfs3KxT7dzcKjYl+nJmsxmTyYTRaLR+XQxSXf5lNBqtbS8GoC5/bDabsVgs5R5bLBbrl1g0QbieeSuP8wTK1GRLqCu6OjcXbDcmJ1OwaRMALg88gNpJBO0FQRAEoaKqVTDKw8PjitlPWVlZwKUMqdvB29sbb2/v23Z8oXJsPLeRVadXARAZGMkDDR6oUD9DcRFrv50OsqxMzxv/PCpV2Yt1k6mQuLg3AFCrHWjU8P2an24vy7DyWShQirVz/yfgFlTh7maThfU/HcGgVzISuj/WGEc3m8sOL7Ny5Urr6nn9+vXD3t6+8sZ/lzmXVcSy/edZuv88pzMKy+0P9Xbk3lBPuoR60ba+O442N/8W7myrpVmAC80CXMpszywoYdeZLHaeyWL7qUyOX1BWToxNziM2OY8P1hyjY7AHj3aoR8/GPqhuosaKUPkkScIz0AnPQCfaPdiAguwSzsdnk3Q8m/NxWeRnKf9HLWjIMDUgw9SAY5f1t03PwzUxGVd1Mi6aeJzU/+KozsRRlYmjOgO1VgMOXmDvDvYel77s3MHWGWxdwKb0u60z6BxLvxxAa2+dVmdjY3PlExCEO+TI+VyanspHhRYL4Ncv+Lp9rib7jz/AYgHAbcTwShqhIAiCINwdqlUwKjw8nAULFmAymcrUjTp8+DAAzZo1q6qhCdVAtj6bydsmA+CkdeKt9m9VOFi06bfZ5KYpAZl7Rz6GR2Cdcm1On5mOXq/UfQgOfgVbW//KGXhVOjAP4pTgHY0fhIgbq6Oyfdkp0hKVYETzboHUjyi70tC+ffustdUiIiJo2LDhrY/5LiPLMrsTsvlh82n+OnahzD6VBJ1Dvejb3I/OoZ74udjd9vF4ONrQJ9yPPuF+AJzJKGT5gfMsP5DMmYxCZBm2nsxk68lMGng68L8uDRjQMkDUl6pmHN1saNjOl4btlMLleRnFpJ7JJf1sAeln88k4m0dJ8aVpb3rZmVSjM6nGRlc8np0qF3tVFnaqPOxUuaXfM7BVncZGKsRGVYCNVKR8VxWilYpRY8T6Fq11AJ09aO1Ae9l3ja3ypS39rrEBtQ1odP/5bgNqLah1pV9aUGlLv2vKPtfYgq/4vCBc2ZIVcYwtzYqSwj3Qet/cDRTZaCRnsZJJbRvRHNsmTSptjIIgCIJwN6hWwaiBAwfy448/Eh0dzfDhl+4w/fLLL/j7+9OuXbsqHJ1QlWRZ5v0d71un501sNxEfB58K9T29fzeH/l4LQJ0m4bTq069cm9zc/Zw7NwcAF5fWBAY8VDkDr0pZZ2DNa8pjRx944Au4gUyvhMMZHPzrHABedZ3oODCkzP7s7GzWrVOKyDs5OYnV826QyWxhXewFfthymoPncsrsa+znzKCWAfRv4Y93FU+Jq+/pwPM9wniueygHk3JZtv88S/Ylkac3cTqjkIlLDvPZhnjGdKrHw+2DxKp81ZSzpx3OnnaEtVWey7JMfqaejKQCctKKyL1QRE5aMTlpRRTlGsr1L7a4UGxxKbf9WlSY0ErF6KRitKpitJIejWQo/a481kgGNJSgloxopBI0Uj5qyYAaI2rJdNljI2pMqCSTsh0jKsmMCjMqyYQKE2rJjAoTKnsXNBOPV8aPTbiGyZMn17hamwfPZtMmsQjQYJIg8IGbz4rK//tvzBlKfUm3EaJgviAIgiDcqGoVjOrTpw89e/Zk/Pjx5OXlERISwoIFC1i7di1z585FrVbuvI8bN45ffvmFU6dOERR0acrR4sWLATh9+jQAe/bssRYyHTJkyB0+G6EyrTmzhvWJ6wHoVqcb/RqUDyhdSXF+Huu//woAnZ0d9014odzqeRZLCcfiXgdkJElH40YfIkkVr6lULVnMsPQpMCj1f+j/DTh4VLh7Qbaev+cok3i0tmp6Pd4UtfbSz8RisbB06VLrUvAPPvggdna3P2unNjCZLSzam8Q3G09yLqvYul2nUTG4VSCPtA+iib9zFY7wyiRJokUdV1rUceXl3g1ZuOsss/49Q0qunvT8Ej5Ze5wfN5/m+R5hjGpXF626hv8fquUkSbIGqP7LoDdRmFNCQVYJBTl6CrJLKMjSU5RvpDjfQHGB8t2ov3ZBcQsaSmQnSmQnsNyuMynPVp3PuDv3cnetyZMnM3nyZGJjY2tM5vrqZXE8WvrRV9PWB43LzU8bvVi4XOXignMfcTNGEARBEG5UtQpGASxZsoQ33niDt99+m6ysLBo1asSCBQsYMWKEtc3FwqXyf9Yy/28B8pkzZzJz5kyAcm2FmiOtKI2pO6cC4Gbjxtsd3q7w9Ly/Z31LYbZScyzqsf/h7FW+LtiZhG8oLDwBQP36z+DgcPN3SquNf6fDuR3K47ZPQGiPCne1mC1smH0UfaFSNDvqoUa4/mcaw9atWzl79iwAbdq0ITQ0tHLGXYvJssyfh1P5bP3xMvWg3Oy1PNKhHo92CMLTsWbU03G00fB45wY81rEeKw8m8/2m0xy/kE92kZF3VsTyy/YEXu/TmB6NvWt+3bW7kM5Wg85Xg5uvwzXbmYxmSgpN6IuMlBSZMBSZKCkyUlJswqA3Y9SbMepNGEpKHxvMmAxmjCVmTAYLJkPpd6MZk9EClfRnWmUrVtMTytt7JpNOySWAmhK1RL3e9W/6WCWnT1O0cycArgMHohJF8wVBEAThhlW7YJSjoyNffvklX3755VXbzJkzhzlz5pTbLgJOtY8sy7y97W3yDHkAvN3hbTzsKpbhE7dtM8e3bwEguE07mnYtH5DJyztEYuK3ADg6NiKo7v8qaeRV6Pw+2Pih8tgzDHq+e0Pdd69OIPlEDgBNOvkR2rbsdMjk5GRiYmIAZdGBXr163fKQa7t/T2Tw8do4Dp/PtW4LcLXjqcgGDGldBztdzay3pFWrGNQqkIEtA1hzJJWP1sRxNquI0+mFPPHrHjo08ODNBxrT1P/GpncJNYNGq0bjqsbB9daDqLIsYzHLmIwWzEYLZtNl3y8+NstYTJd9N1mwmOXSr9LtZhmNVmTlCeXFLD3OCJT3Wrt7/VE73PyU4uyFC62PXYcPu+WxCYIgCBU3Z84cxowZA0BMTAxdu3Yts1+WZUJDQzl16hSRkZFs3LixzP6MjAzee+89li9fTkpKCq6urrRq1Yp58+bd0IJp6enpBAQEMGjQIBZe9nfhcnl5efj6+tKjRw9WrFjB6NGj+eWXX656zO3bt9O+fXuAq7Zt2LAhcXFxFR5ndVbtglGCcLnFJxaz9fxWAB5o8AA9giqW4ZOfmcHfP30DgJ2TMz2feKZchobZrCf26MvIshlJ0tKk8aeoVDW83k1JPkSPA4tJKeo76AelaHAFJR7JZM+fCQC4+ztw7/CwMvsNBgPR0dFYLBZUKhWDBg1Cp9NV5hnUKqfTC5i88iib49Ot29wddDwdFcLD7etio6mZQaj/kiSJ+8P96N7Ym9+2JzLj7xPk6U1sP51Jv6/+5YnODXi+R1iNDboJt58kSag1EmqNCsSMX6GSbY9PJzLNCKgo0kqEdK/4qrL/ZSkuJnfZcgDsO7THpv7NZ1gJgiAIN8/JyYlZs2aVC0Zt2rSJU6dO4eTkVK5PcnIynTt3RqPR8NZbbxEaGkpGRgYxMTHW8iMV5eXlxYMPPsiyZcvIzs7Gzc2tXJuFCxdSXFzMuHFKAYG33nqLp556qly7fv36YWNjQ9u2bctst7Oz459//im3rbYQwSih2jqXf45pu6cB4G3vzevtXq9QP4vFzJqZn6MvVOol9XjiaRxcy785nDr9KUVFpwBoUP9ZnJwaV9LIq9Cfr0KWUjONqDfAv2WFu+ZlFrPh51gANDZqej/RDO1/ggcbNmwgM1MpIt+1a1cCAgIqZ9y1TLHBzDcbT/L9ptMYzEqxHHudmsc7N+CJzvVxqqVFvm00yjkObhXIjH9O8Nv2REwWme83n2ZdbCofDmpOh+CK1y4TBEG4VbIss2fZcQaiZMw5da+L6hYC43l/rsGSp2Rri8LlgiAIVWf48OHMmzePmTNn4ux8qd7qrFmz6NChA3ml79WXmzBhAiUlJezZs6dM8GjQoEE3NYZx48YRHR3NvHnzeOaZZ8rtnz17Nj4+PvTt2xeA4OBggoPLloTZtGkTGRkZvPnmm9Ya2RepVCprplRtJHLZhWrJbDHz5r9vUmxSCjy/1/E9nHUVK+q8Z+VSzsUeAqBZVE/C2nUq1yY7ewfnzv0MgLNzS+rWhul5hxfDwfnK4/pdoNPzFe5qNlpY92MsJYUmALo93Ah3v7L1YuLj49m9ezcAderU4d57762UYdc2fx+7QM/pm/jqn5MYzBYkCUbeU5dNr0TxYs+wWhuIupybg453+jVl9bOdiajjCkBCZhEjf9zBpKWHydMbq3aAgiDcNf49eoGuWUqx/Tw7Fb6dA2/peBen6Gm8vHDqFnXL4xMEQRBuzsiRyg2BBQsWWLfl5uYSHR3N2LFjy7VPSEhgxYoVPPHEE1fMYroZvXv3JjAwkJ9//rncvmPHjrFz504effRRNJqr5wDNmjULSZKuOObaTgSjhGpp1pFZ7EvbB8DwhsPpGNCxQv1ST51g6++/AeDm50/U6PJBJpMpn6PHXgVApbKlaZNpqFQ1PEkwOwFWvaA8tnOHgT+AquL/vbcuPkFagnL3ILxrYLk6UQUFBSxfrkxL0Ol0DBo0CNUNHP9ucCFPzxO/7mHcL3tIylaCqOEBLiyb0IkPB4Xj5VQzipNXpoa+TiwZ35E3+zbGtrSOz/ydZ+n1+Wa2ncyo4tEJglDbybLM0eUncCv9uOvZpwHSLaz0WXwkFv3hwwC4Dh2KpK39NxcEQRCqK2dnZ4YMGcLs2bOt2xYsWIBKpWL48OHl2m/ZsgVZlvH392fkyJE4Ojpia2tL165d2b59+02NQaVSMXr0aPbt28fBgwfL7LsYoLpWkCk3N5fFixfTvXt36l9h2ndxcTG+vr6o1WoCAwN55plnyMrKuqmxVkc1/ApcqI0Opx/mmwNKvaf6LvV5qc1LFepn0Bfz51fTsJjNqNRq7n/mZXS25efUxp+Yil5/HoCQ4Fext6/h9R7MRoh+HEpKU1EHfAPOfhXuHr87lcOblJ+Hdz1nOg0OKbPfYrGwdOlSCguVFeDuv//+SrubUBvIssyyA+d5Z3kseXols8zJVsOrvRsyql0QalXVryYnWyyYUlMxnD2LIfEsxqRzmHNysRQWYC4sxFJYiKWwCGQZlZ0dKjs7JHs7VPb2qJ2c0dWtg7ZuXXRBQWgDA1HdQJ0wtUri8c4N6NXEl4lLDrHtVCapeXoemrWTCV2Deb5HGNpbuDgUBEG4ms0HkonKkwGJLEcN4W18b+l42QtL776rVLgOG3rtxoIgCNXQlj/iyThXUNXDAMCzjiOdh4Vdv+E1jB07lqioKGJjY2natCmzZ89m6NChV6wXdf68cr3z8ssvExUVRXR0NIWFhUyZMoVu3bqxc+dOmjdvflNjmDp1KrNnz7YuwmYymfjtt9/o1KkTjRo1umrfBQsWlKkpdbmIiAgiIiJo1qwZoEznmz59On///Te7d+/G0bHmrx4sglFCtVJkLOK1La9hls1oVBo+7vwxdpqKFWmLmfMj2SnJAHQc9jC+IeXf3DIy/iElZREAbm4dCQx8pPIGX1U2fgRJyvQ52j4BDftUuGtWSiExc48DYOOgofcTTVH/ZyWqrVu3cuqUUlurWbNmREREVM64a4H0/BLeWHqY9UcvWLf1b+HPm32bVFkmlGwyURIfT/HBgxQfOEDxkViM584h32BRxquSJLT+/thFNMeudWvs27TBJjQU6TqZcnU97Jn3eDvm7zrLe6uOojdamBlzim2nMpkxoiV13CteaF8QBOF6ZFkmcdVpglFuCAT0D0G6hZsD5rw88latBsCxWxRa31sLbAmCIFSFjHMF1lWza4PIyEiCg4OZPXs2o0ePZvfu3Xz22WdXbGuxKHVcAwMDiY6OttZn6tChAyEhIXzyySfMnTv3hsdQv359oqKimDdvHtOmTUOn07FmzRpSU1OZOnXqNfvOmjULDw8PBg4cWG7fCy+8UOZ5z549admyJUOGDOHHH38st78mEsEooVr5aNdHnMs/B8BzLZ+jsUfFiorH79zKkZj1ANRpEk7bB8sXoSspSefosYkAqNWONGn8MZJUwzMyzmyBLaVvuN5NoNd7Fe5q0JtY+/1hTCVmkKDn2KY4e5QN/CUmJlpXcHB3d+eBBx4otyrh3WrVoWTeWnaE7CKl/pGno46pA8Pp3fTOXqDIsoz+6FEKNm2iaPsOio8cQS4uvnYnrRa1qwtqewdUDg6oHJ1QOXmDZIfFKCObJDCpQFZjKTEi64vAbEQ2G8BiQDaVULDtGHkbNoGxCJWzM/YtW+LQpTPOvXqh8fK64stKksRD7YK4p547/7dgP3Gp+ew/m8P9X25h6qBwHozwvw0/IUEQ7kb/7Eyic6GSFZXmrqNV+JXflyoqd9lyZL0eEIXLBUGouTzrVJ9smsoYiyRJjBkzhhkzZqDX6wkLC6Nz585XbOvhoSyi06NHjzKFwv38/IiIiGDfvn03PY5x48bx0EMPsWLFCoYMGcLPP/+Mo6Mjw4YNu2qfQ4cOsWfPHp577jlsbCp2E3vgwIE4ODiwY8eOmx5rdSKCUUK1sT5hPUtPLgWgnW87Hm36aIX65WWks+H7rwCwdXCkzzMvoVKVXYlAli0cPfYKRqOyElzDsHewta3hF74FaRA9DpBBYwtDZoO2Yllksizz9y/HyE4tAqBNn3oENS27yllhYSGLFy9GlmXUajVDhw7F1ta2ss+ixiksMfHW8iMs2Xfeuu2B5n68278Z7g4Vn752KyxFRRTu2EFBzEYKNm3ClJZ2xXZqFxdsI5pjExyCLqguurp1UXsGYim2xZRejDGtCFNaEcb0YjDLSp8bHItsKMRSmI6pMI2sBTtJ/3outqE+OPfpjVPPnmg8Pcv1CfVxYtnTnfhoTRxztiWQX2Li2QX72XE6k3f6NcFGc/MrXQmCIFgsMllrz9CwNCuq/uBbmwYiyzLZv/8OgLZuXRw6drjlMQqCIFSFW50WVx2NHj2at99+m+++++6amUjXmoIny/It1cMdNGgQbm5uzJ49m8jISFatWsWjjz56zal0s2bNAuDxxx+/ode61bFWJyIYJVQLqYWpTNk+BQBnnTNT752KqgJZS2aTidVffoK+UJn73PPJ/8PJo/zF79lzs8nK2gKAj8+D+PqWT4WsUSxmpU5UQen0sPs+Au+KZZEB7FuXyOn96QDUbepO2wfK1s26WCcqPz9fOfx99+HnV/E6VLXVkfO5/N+C/ZzJUOpnudlreX9AOH2b3/6fjWw2U7RrF7nLlpO3YQNyUVG5NrqQYOxbt8GuRQvsIiLQ1a+HpdBIyZlcSk7nkr8jF1Na4o29sFqyBqquRNI5oNY5oHarhzbwHmWsxmJy150ka8EHaP00uA7vg1NkF6TL7kLZatVMfrAp94Z48srig2QXGZm/8yxHk/P49uFW+LlULLAqCILwX39vTqCdksREso8t9wTfWp3Dol27MZROV3cbPuy605IFQRCEOycgIIBXXnmFuLg4Hnvssau2a9euHYGBgaxfvx6z2WzNjkpOTubgwYOMGjXqpsdga2vLqFGj+O677/j4448xGo3XLFxeUlLC3Llzueeee6w1oSpi8eLFFBUV0b59+5sea3UiglFClTNbzLzx7xvkGZQC3JM7TsbHwec6vRRbf/+N5PhjAET07ENYu07l2uTlHebUqU8BsLWtQ6OG79b8qWabPoEzm5THzYdD69EV7nr2aCY7l58GwNnTlp5jm6L6Tx2Nbdu2cfLkSQCaNm1KmzZtKmXYNZUsy8zZlsCHf8ZhMCvzze8N8eTz4RF4O93ebLGSU6fIXbac3JUrMaWmltkn6XTYt2+HY9euOEVGog0IAMCUU0LxkQxy1x3CkJh31WOrXW3QeNuj9bZH422Hxs0WlZ0GlZ0GyVaDylaDpJaQLTKyyYJsMCObLFiKzZizijFl6jFlKt+NaUVY8pS6VJLWDo1vOBrfcAByolPJmvMRDp3q4T6yH2pnZ+sYejTx4c/nOjN+7j4OnMvhwLkc+n31L1+NbEWHYI8rjlsQBOFqTGYLJf+cQ4WEGZlGw65eOLaiLhYul3Q6XAaVLwMgCIIgVK2PPvroum1UKhXTp09n2LBh9O/fn/Hjx1NYWMh7772HTqfj9ddfL9NekiQiIyPZuHFjhcYwbtw4Zs6cyeeff06jRo3o2PHqq8EvW7aMrKysq2ZFJSYmMmrUKEaMGEFISAiSJLFp0ya++OILmjZtesPZVNWVCEYJVe7Hwz+yK3UXAANDBtIzqGeF+p3ev5vdK6IB8AqqT9dHnyjXxmQq5Ejs88iyEUnS0KzpF2g05VdXqFFO/QObPlYeezaEvp9DBYNreRnFrJ8ViyyDRquiz1Ph2DqUXZr67Nmz/P333wC4ubnRr1+/mh+8uwXZhQZeWXyQv44pU+HUKomXeoXxVJfgckG8yiKbzRRs2kTWr79R9J854ZJWi2O3brj0ewCHjh1R2SuFv815JeRvSaL4cAaGs/nlD6qRsKnrjE0DF2wauKANcEJlU7HpcJJKQtKpQVfa3hXwcyg7ZlnGnF1CyelcSk7noD+ejqVQyahSOfmicvKl5AwkTfwTrYcej9HdsQmuA4Cfix2/P9med1ceZd7Os2QUGHh41k5e79OIcffWv6t//wRBuDH/bDhNC4PynpFc14GggFv7m29KTyd/w18AON3XG41YTVYQBKHGGjJkCEuXLmXq1KkMGTIEGxsbIiMj+f333wkODra2KyhQZt3cyMyQli1b0rJlS/bv33/NrChQpug5ODgwYsSIK+53dnbGx8eHzz//nAsXLmA2mwkKCuLZZ59l0qRJODg4XLFfTSOCUUKV2pO6h28PfgtAfZf6TLxnYoX65WdmsGbmdAC0tnY88PxENFdYbj7+xLsUFycA0KD+C7i4tKiUcVeZvGSIfgKQQWsPw34Fm4oV/zMazKz5/jAlhSYAoh5phGdg2Q/p+fn5/PHHH9Y6UcOGDbur60QdOZ/Lk7/t5XyOUhA8wNWOGSNb0jro9lyMmPPzyV2yhKy58zCeO1dmn13Llrj0749zn/tQu7gAIFtk9MezKNiZij4uEyxlj6d2t8Uu3BPbMDds6jojaW/f1BJJktC426Jxt8WhjQ/QEFO2nsK95yn89wwWvVKYUe0cgMUIad/Fo7LZhvvDHbFrVAcbjZqpA8OJqOPKm8uOYDBZeH/1MQ4l5fLJkObYakUdKUEQrs1gMqP5NxmQKEGm+fAmt3zMnOhoMCl/N0XhckEQhKo3evRoRo8efd12R44cueL2/v37079//2v23bx5M5IkMWnSpBsaW0WLoK9fv/6a+93c3FiyZMkNvXZNJIJRQpXJ1mfz2ubXsMgWdCod07pMw157/eXdLWYzq2d8gj5fmX7U83/P4O4fUK5d6oWVpKQsBsDNrQNBQf+r3BO408wmWDwOijKU530/B++KTT+QZZlN846TcU6J8kd0q0PYPWVXfTObzSxatMh6J+BurxMVvTeJSUsPU2JSIjz3NfXl48HNcbHXXqfnjTNlZJD588/kLFiI5bJaUCpHR1wHD8Jt5Eh09epZt5vzDRTuSaVwVyrm7JIyx1J72GIf7olduBdaf4cqzSrSuNni0iMYlx7BGNMKyV21j+KjuUgaFyS1DtnkT+acBCTNflwHtcC+ZR2GtalDY19nnpqrBAFXHEwmMbOQHx5tg4/z3RsYFQTh+mJWnaCpSXnPSwl1Jtjj1mrPyWYz2X/8AYBNw4bYtWxxq0MUBEEQaoCYmBhGjBhBeHh4VQ+lVhPBKKFKWGQLb259k7RiZerTa/e8RkP3hhXqu/WPuZyPOwpA8+730bhTZLk2RUVniIt7EwCt1o2mTT5DqkBB9Grtn/fg7DblcctHoEXF79Ae/Pscx3cq9Yb8Q13pMDi4XJv169dz9uxZAFq0aHHX1okymCxMXX2UX7Yrhb5VErzepzGPd6786WLGC2lkzZ5F9u9/WJcMB9AFBeH2yCO4DBiA2vFSGq4po5j8zUkU7r1Qpqi4pFVhF+GFwz2+6Oo4VctpbVpvBzzHdkaWZfLX7yN37XEkG2WanmxyI/uPRHKWH8N9ZCvCG3mx8v/uZcK8vew4ncXBpFz6f72VHx9tQ3igSxWfiSAI1ZHeYMJ51wVARQEyrYdVfFGPqynYtBlTcgoAbiNHVMv3VkEQBKHyTZs2raqHcFcQwSihSvx29Dc2J20GoFdQL4aGDa1QvzP797Br2SIAvOrWo+vo8nWizGY9h488g9msZPg0bvwxNjYVK4hebR1dDlu/UB77NIP7K/4GeTY2k23RSjFyRzcbej/RDLW6bGDu4MGD7Ny5E1DmRvft2/eu/NCdlq/n6Xn72J2QDYC7g46vR7akY0j5FRpvhfHCBTJ/+JGcRYuQDQbrdrs2rfF84gkcOncus1qT4XwB+ZvOUXw4Ay5b2E7ra49DOz/sW3qjsq0Zb+eSJOHcuzXOvVuT/89OspfsR7INQdLYIJfYkzknDo3HUdxGtuLXse14Z0UsC3adJTVPz9Dvt/HZ0BZ3ZPVCQRBqls1Lj9PEorxvpjdzo5GTzS0f82LhcpW9Pc4P9Lvl4wmCIAiCcEnNuHoRapVD6Yf4Yu8XAAQ4BjC54+QKBT5yLqTy51fKqnhaG1seeGEiWl35D5vH49+hoCAOgKC6/8PLs3vlDb4qpMXBsgnKYxsXpU6UtmJTD3IuFLHup0sFy+8f3xx757K1tVJSUli5ciUAdnZ2DB8+HK228qeiVXeHk3J54tc9pOYpGUrNA1349uHWBLje2jSPy5nz88n84Ueyfv0VueTS9Dr79u3xnDAeh3vuKdPecC6f3A2JlMRnl9lu29gdp8hAdEHONTpo6NStHY5R95C/cSvZc7ejcmuJpLHBlKki/esD6Orb8e6gJoT5OPLeqqPojRaenr+PE2mhPNc9tEafuyAIlae4yIjXgUxAIlOSaTfk1lfQMyQlUbjlXwCc+z9YJktVEARBEIRbJ4JRwh2VW5LLq5tfxSSb0Kg0fBr5KU666690YyzRs+LzD9AXKtlOvZ56Fnf/wHLtkpP/sNaJcnW9hwYNXqrcE7jT9Lnw+0NgUM6bQT+AR/kpdldSUmxi9TeHMBQrhVe7PdYYr7plf9ZFRUX8/vvvmEwmJEliyJAhuLq6VuYZ1AirD6Xw0qID6I1KfaihrQN5b0CzSiuabTEYyJ4/n8xvv8Ocm2vd7tCpE54TxmPfunWZ9sYLheSuS0R/NPPSRhXYR3jjFBmI1rf2XBRJkoRz1L04dW5P1q9/kPd3IpqA9kgqDYYzxVz4bDcDOwcQ8nAbJiw6QL7exBd/nSAho5CPhzTHRiMKmwvC3W7roqM0kpXgdG4rL3S2t35DJef330FWUlFF4XJBEARBqHwiGCXcMRbZwhv/vsH5gvMAPN/qeZp5NrtuP1mW+eunb0hPOA1A674DaNSxS7l2+flHOR7/DgA6nSfNmn6JSlWDf8UtFlg6HjKVKXZ0fR0a3lfBrjLrf4ol54JSDLt1nyBC25Sdqmg2m4mOjiYnJweA7t27l1nS9G4gyzIz/j7J9L/iAaU+1Jt9mzCmU71KybqRZZm8P/8k/fPpGM+ft263i4jA+5WXsf9PXS5Tlp68vxIp2p92aTqeWsLhHl+cOgeica+9BbwljQaPsaNw6Z/Jhc+/w5CgRRPYDklSUbAlheC9qSzv0YQx206SmFXEsgPJnM8p5vtH2uDuUH4lTUEQ7g4FuXr8j+UCEslqmY4DKlZ/8losBgM5i6MBsGvVCtuGYbd8TEEQBEEQyqrBV+pCTTP7yGw2JW0CIKpOFI82ebRC/Q5uWMPRzf8AENikGV0eGlOujdGYx+HDT2OxGAAVzZrOwMbGu9LGXiX+/QyOr1Yeh90HXV6tcNcdy05xNlbJqqkf4Um7fg3KtdmwYQOnTp0CoHHjxnTq1OnWx1yD6I1mXll8iJUHkwFwstHw1aiWdG1YOb83+rg4Ut9/n+I9e63bdEFBeL34Ik69epYJdlmKTeT9c5aCbcmXCpNLYN/KB+ceddG41d4g1H9pPDwImPoGxYcPk/rBN6icO6B2q4+lSEa3KoEFQa68b6vjz+QcdidkM/Cbrfw8ui0NvByreuiCIFSBnb8foyHK+6m+gy8a7a0vVpK/bj3mbGV6tNvIEbd8PEEQBEEQyhPBKOGO2JGyg6/2fwVAXae6TL13aoUyT5LjjxEz5wcAHN3ceeC511Cpy07LkWWZo8deoVivrAQXHPwybm7tKvkM7rATG+Cfqcpj9wYw8HtQVewDdtyOFPavV34W7v4O9BjTBElV9me9d+9eduzYAYCPjw8DBgy4q+rvpOXreeKXPRxMUqbMBXnYM+uxNoR4X3/K6PWYc3JInzGD7IW/K9ltgNrDA69nnsZ1yBCky+pxyRaZwt2p5K1PxFJotG63a+aBc696aL3tb3k8NZVdeDj1fp1BxqyfyV0xD13D/qhsHLEkFjBJBff6efJWSgaJmUUM/GYb3z/SmvYNPKp62IIg3EE56YUEnc4HJE5rZTr1CamU42YvXAiA2s0Np969K+WYgiAIgiCUJYJRwm2XWpjKa5tfwyJbsFHb8HnXzytUJ6owJ5uVn3+IxWxCpdbQ78XXcXB1K9cuIWEmGRl/AeDp2YOguuVX2KtRMk9B9DhABq09DJ8Hdq4V6no+PpuY35Ti7TYOGu4fH47uP6usJSQksHq1knFlb2/PyJEjsbG59VWHaorjqfmMnbOb8znFALRv4M63D7XG7RaneskWCzl/LCJ9+vRLdaE0GtwfegjPZ55G7VT2d15/KofcVacxphRat+nqOePatwG6OrceFKsNJK0Wr6f+h3Ov06S89R4mYwO09bsgWVR0STGwzMGNFwpzOVls5JFZO/loUHMGty5fS04QhNrpwMJjhJRmRam6BpZbKfZm6I/HU7xXyWh1HTIYlU5MAxYEQRCE20EEo4Tbymg28vKml8nSZwHwVvu3aOh+/XoOZpORldM/oiBb6Rf12BP4hzUu1y49fQOnz0wHwM6uLk0af4Ik3fqH0Sqjz4UFI5TvAP2/Bp8mFeqac6GINd8dxmKWUakl7n8qHBevspk12dnZ/PHHH1gsFlQqFSNGjLirCpZvOZHOhLn7yC9RiroPb1OH9wY0Q6e5td8Z/fF4Ut9+m+KDB63b7Du0x/eNN7AJKXun3pxXQs6q0xQfyrBuU7va4HJ/fezCPe+qDLWKsmnQgKDfZpE9bz4Zs77ApskI1M7+uBWa+VlyYC4GZptLeGnRQRKzinihh1hpTxBqu8xzedQ7XwRIxNpAr271K+W42QsXKA8kCdfhwyvlmIIgCIIglCeCUcJt9dnezziYrlygDwkbQv+Q/tftoxQs/5bzcbEANI3sTkSv+8u1Kyg4TuxRZbU8tdqB5uHfo9W6VOLo7zCLGaIfhwylmDadX4JmgyvUVV9gZNXXBykpKl0575FG+IeWzSIrKSlhwYIFFBUpRc379etH3bp1K2/81dzvu8/yxtIjmCxKTaZXejdkQtfgWwpaWIqLyfjmWzJ//hlMys9e4++Hz8SJOPUsWxdKtsgUbE8mb30icokZAEmrwqlrHZy6BCBV0sp9tZWkUuH+yMM4dunM+VcnYkqpiy60D5JKzSPY0EXS8q5cxIy/T3A2U6y0Jwi13bE/4qhXmhXl1DuoUgLQ5oJC8pavAMChS2d0gSLTUhAEQRBulxqcQiJUd6tPr2besXkANPFowsR7Jlao3/41KzgSsx4Av9CG9Hj86XIfMo3GHA4degqzWZni1LTJ5zg61vDVbv6eAieU8yasD0S9WaFuZqOFP787RG66Mu2szf31aNjer0wbi8XCkiVLSEtLA6BDhw60bNmy8sZejVksMp+sjeO16MOYLDI6jYqvRrbk6aiQW7p4Kfh3K6cf7E/mjz8qgSi1GvexYwletQrnXr3KHNtwLp+0mQfIXXnaGoiya+6Jz8ttcO5eVwSiboAuKIh6837DuWcQRVs+wpyj1EcLklX8gAOj0bHyQDKP/LSL7EJDFY9WEITb4UJ8FvXSSwDYZy/RoUOdSjlu3soVWEpv2LiNEIXLBUEQqqM5c+YgSRKSJLFx48Zy+2VZJiRE+ZzftWtX6/aNGzda+13p66mnnrqhcaSnp6PT6Rhxjb8XeXl52Nvb8+CDDwIwevToa47hYk3fa7Vt1KjRDY2zOhOZUcJtcTTzKO9sewcAZ50zn3f9HBv19esSJRzcx8ZfZwHg6O7Bgy+9geY/9RosFhNHjjxrLVjeoP4LeHn1qOQzuMMOLoStXyqPvRrDoB8qVLBclmVi5sWRclKZ1hfaxpt7+pWfqrBu3TqOHz8OQEhICD179qy8sVdjJSYzLy+6tGKeu4OOHx9tTesg95s+pjk3lwsffUzu0qXWbbbNmuH33rvYNi47ldSiN5G7LoHCHSlQukie2sMWt/4h2IaVr38mVIyk0eA1YQKOnTuT/OrrmJIbomvUD7VKzePY0hEt7yfkMOjbbcwe3Zb6ng5VPWRBECrRmSXxBAImZHwfuLUM14tkWSZ7gVK4XOvvj2OXLrd8TEEQBOH2cXJyYtasWWUCTgCbNm3i1KlTOP2nXmurVq3Yvn17ueN8++23/PrrrwwcOPCGXt/Ly4sHH3yQZcuWkZ2djZtb+c/2CxcupLi4mHHjxgHw1ltvXTHo1a9fP2xsbGjbtm2Z7XZ2dvzzzz/lttUWIhglVLrM4kyei3mOEnMJKknFtMhpBDgGXLdfVnISq774GFm2oNHZMOCVt3B0Kx80OHnqI7KytwLg7X0/9eo9XenncEcl7YEVzyqP7dxg5AKwda5Q192rEzi+IxUA3wbOdHuscbkP5du3b2fnzp0AeHt7M2TIEFQVXJmvJsstMvK/3/aw84xSd6yBpwM/j2lLkMfNBybyY2JIfWcyptIMM5W9PV7PP4/bQ6OQ/rPKY3FcFjlLT2LOVe7eo5ZwigzEOaqOyISqJHbh4dRfsogLn3xC3p8fYNt6LGrnAJqg5mfZgW8zShj49Va+ebgVHUM8q3q4giBUguSDFwjMUVYf3eWsZlgr/0o5bvH+/ZTEK9PkXYcPL/eeLgiCIFQvw4cPZ968ecycORNn50vXTrNmzaJDhw7k5eWVae/s7Ez79u3LbJNlmYceeoigoKCbulk/btw4oqOjmTdvHs8880y5/bNnz8bHx4e+ffsCEBwcTHBwcJk2mzZtIiMjgzfffBP1f/72qFSqcmOuTWr/FalwRxktRl7a9BKphUqA5MXWL9LRv+N1++kLClj2yXuUFCnT7u6b8Dw+Dcov0Zyc/Afnzv0MgKNjY5o0/rhmFyrOPQ8LHwJzCUhqGPYruFesCGvslvPsXnUGACcPW/o81RzNf4IcR48eZd26dQA4Ojry0EMPYWtrW7nnUA0lZRcx5Ltt1kBUmyA3osd3vOlAlDknh+TXXiNp/ARrIMqhc2carF6F+6OPlLloMRcayfr9OJlzYq2BKF19F3yeb4VLr3oiEFXJVHZ2+L3zDv4fvEbJ/q8xnFiHLFuwkSSex5Z39FpemrWb+TvPVvVQBUG4RbIsk7LiFADFyIQOLP854WZdzIpCq8V1SMXqNQqCIAhVZ+TIkQAsWLDAui03N5fo6GjGjh1boWPExMRw+vRpxowZc1M363v37k1gYCA///xzuX3Hjh1j586dPProo2g0V88BmjVrFpIkVXjMtYnIjBIq1ce7PmbvBWVJ5AcaPMCjTR69bh+zycSqLz8mO+U8AO0Hj6Bhh87l2mVmbiHuuFJHSat1p3n496jV9uXa1Rgl+TB/OBQogTv6fAz1KzYt4MzBdDbNV6bd2Tpo6fd/Edg7l53OeO7cOZYsWQKATqfjoYcewsWlBhd4r6DY5FzG/LybtHwlENSnmS/Th7fA9iaDQPkxMaS8/TbmdGX1O5WTEz4TJ+IyaGDZAuWyTPGhDHJWnMJSqNy1l2zUuNxfH4e2vkiqGhw0rQGcunfHtlkzkl99jeJ/P8O21RhUDp60RcNsiz3Tlh7jRFo+b/Ztglr8WwhCjZS0IxmfQqXu3k53DQ839qmU45qysshfuxYA51690Hh4VMpxBUEQqpuYOT+Qlni6qocBgHdQA6JG/++m+zs7OzNkyBBmz57Nk08+CSiBKZVKxfDhw/niiy+ue4xZs2ahUqkYM2bMTY1BpVIxevRo3n//fQ4ePEhERIR138UA1bWCTLm5uSxevJju3btTv375hITi4mJ8fX1JT0/Hz8+PAQMG8O677+LufvMlR6oTEYwSKs3i+MX8fvx3AJp6NOWdDu9cN2tJWTnvGxIP7QcgpG0HOg4ZVa5dfkEch488gyybUal0NG/+HXZ215/6V21ZzLB4HFw4rDxv+7jyVQEpp3JZ91MssgwanYq+zzTHzbdsxk9WVhYLFizAZDIhSRJDhw7Fz8/vKkesPTbHpzN+7l4KDcrFyrh76/PG/Y1R3UTwwVJYyIWPPiZn0SLrNsfISHzfnYLWp+wFkLnAQM7SkxTHZlq32TZ2x21ACGqX69dKEyqH1seHurNnkfnTLNK/mYptkyFogzrhJKl4F3vWb73A0xcK+OThVjjbaqt6uIIg3ADZLJO9NgF3IAcLEYObVtqxc6KjkY3KTQS3kaJwuSAItVda4mmSjh6p6mFUmrFjxxIVFUVsbCxNmzZl9uzZDB06tFy9qCvJyclhyZIl9OzZ85ZWGB87dixTp05l9uzZfPmlUgPYZDLx22+/0alTp2sWHF+wYEGZmlKXi4iIICIigmbNmgHKdL7p06fz999/s3v3bhwdHW96zNWFCEYJlWJ/2n6m7pwKgIetB19EfYGt5vrTwXYu/cO6cp5Pg1Duf+YlpP+kSOpLUjl4cBxmcwEATZp8hqtL60o+gzts3SQ4oUyfI6Qn3PcxVGC6YVZKIatnHsRstCCpJHo/0Qzf+mWznQoLC5k3bx5FpSsC9e3bl9DQ0Eo/hepm8d4kJkYfwmSRkSR4s28Txt1bsSmP/1W0bz/JEydiPKtM7VI5OuLzxhu4DOhfLsBadCidnOUnsRSalLYOWlwfDMauuWfNnkJaQ0lqNZ5P/g+H9u04/9LLmFIPYdPiEVQ2jvRCS8RJPZOmb+X5cW0I8a75f8QF4W6RsDER9xILALt9bBgTXDl3hWWzmZzf/wDAJjQUu9Y1/POFIAjCNXgHNajqIVhVxlgiIyMJDg5m9uzZjB49mt27d/PZZ59VqO+8efPQ6/U8/njFEgKupn79+kRFRTFv3jymTZuGTqdjzZo1pKamMnXq1Gv2nTVrFh4eHlcsnv7CCy+Ued6zZ09atmzJkCFD+PHHH8vtr4lEMEq4Zefyz/F8zPOYLCY0Kg3To6bj6+B73X7HtsSw9fffAHD28mbga2+j/U89I5OpgIMHn6CkRJnKFhIyER/v+yv/JO6knT/Azu+Ux95NYchsUF//v2JBdgkrZxygpEgJekQ93JB64WWLMpeUlDBv3jwyM5UMnXvvvZc2bdpU7virGVmWmRlzkk/XK4VndRoVXwxvwf3hN54JJhsMpH/zDZk//AgW5aLHvl07/D/8AK1/2SK55gIDOctPUXw4w7rNLtwT1/7BqB3LTpkU7jy7iAjqL11C6pR3yd8wGduWj6HxDccHFRNzYdmXu2g4rBE9Iyqn+LEgCLePxWBGH5OEFriAhY5DG1+3T0UV/vsvxqQkAFxHjhA3EQRBqNVuZVpcdSRJEmPGjGHGjBno9XrCwsLo3Ll8uZcrmTVrFl5eXvTv3/+WxzFu3DgeeughVqxYwZAhQ/j5559xdHRk2LBhV+1z6NAh9uzZw3PPPYeNTcVmUgwcOBAHBwd27Nhxy2OuDkQBc+GW5BnyeObvZ8jSK4Wi32z3Ji29W16337nYQ6z9VkljtHFwYNDEKTi4ll0O02IxcST2WQoKjgIQEPAQdevcWuS6ysWvg7WvKY8dfeGhPyq0cl5xgYEVMw5QkK3UQWrXvwGNO5a9iDaZTCxcuJDk5GQAwsPD6datW+WOv5oxmS28seyINRDlYqdl3uPtbioQVXL6DAkjR5H53fdgsSBptXi/9hp1f55dLhBVHJvJhen7rIEolb0G91GN8HiosQhEVSNqJyf8p32C75TX0R+ahf7APGST8n9ogFmL/YJ45iyOxWKRq3ikglB1tm/fjkql4v3336/qoVzVmXVncDIp/0/31rGjYWDl1T/Mnq8UvlXZ2+Py4IOVdlxBEAThzhg9ejQZGRl89913Fa79tH//fvbv38+jjz6KVnvrpRsGDRqEm5sbs2fPJj09nVWrVjF8+PBrTqWbNWsWwA1nZsmyXGtWRq8dZyFUCaPFyMsbX+Z0rlIEb0zTMQwOu/4KNJlJ51j+2VQsZhMqtYYHX3wDj8A6ZdrIsszx+LfJzNwEgIdHV8JC367ZdyxTDsHisSBbQGsPoxaCS+B1uxmKTayccZDsFGWlwfDIAFrfF1SmjcViITo6mjNnlNX1QkNDGTBgQK15o7qSIoOJp+buta6SFuBqR/T4DrStd2NTN2RZJnvRIs4MHow+NhYAm0aNqBe9GI8xo8tMG7XoTWQtiifzt6PWIuW2TT3weaE19s29KunMhMokSRKuAwbQYEk0aocMCmPew5yprMYVhJquuzOZ/9l2cgpKqnikgnDnWSwWXnjhBdq2bVvVQ7kqS5ERy/YUAE5jpseQysuKMiSdp2DzZgCcH+yHuhbU3xAEQbjbBAQE8Morr9CvXz8ee+yxCvW5GAi6Uq2mm2Fra8uoUaNYv349H3/8MUaj8ZqFy0tKSpg7dy733HOPtSZURSxevJiioiLat29fGcOucmKannBTZFnmw50fsj1lOwDd6nTj+dbPX7dfQVYmSz56h5JCJbDSe/xz1G3WvFy7U6c/JTlZKYbu5NiUZk1noFLV4F/X7ASYNwQMBYAEg38C/+tnkBkNZlbNPEj62XwAwtr50Hl4WLlV3FatWsWxY8cAqFOnDkOHDkWtvrnV42qCzIISxv2yhwPncgBo7OfMnDFt8XG+fp2yy5lzckh5+x3y16+3bnMfOxav559DpSub4aQ/lUP2onjMOUrQQrLV4DYgGLsIr5odJL1L6OrVo96C+aR/PZPMH6ehC+mFrvGDaFQaumaaOfLhTtyHhNGk5fWnGAtCbfHDDz/Qrl07cnNzq3ooV3Vq1UnslFnTxIY40sXn+kVpKyrn999BVjKu3EqXCBcEQRBqno8++qjCbfV6PfPnz6djx440bnz1GxySJBEZGcnGjRsrdNxx48Yxc+ZMPv/8cxo1akTHjh2v2nbZsmVkZWVdNSsqMTGRUaNGMWLECEJCQpAkiU2bNvHFF1/QtGnTW65zVV3U3rQJ4bb69eivLIpXVhlr4tGEDzt/iEq69q+TvqCA6A/eJi89DYBOwx6mSeeocu0SE38gMVGpqWRnV5eIiFloNA7l2tUYhZkwdzAUXFCe3/chNOp73W5mo4W13x0m5aRykVA/wpPujzZG+s/KcH///Tf79u0DwMfHh1GjRqHT1d6pYomZhQz+dps1EHVviCd/PNn+hgNRhTt3cbr/AGsgSuPlRd3Zs/B59ZUygSjZaCFn1WkyfjpsDUTZhLri80Ir7Ft4i0BUDSLpdHi/+AJBv87BUniQoo1TMeeeA6CeWcL+93g2zzqAxWiu4pEKd4v8/HxeffVVevXqhZeXEtiePHnyFdsWFBTw/PPP4+/vj62tLS1atGDhwoU3/dpZWVl88cUXV3296sCUW4JmvzId+jAmHhhYeVlRFoOBnMWLAbBr1Qrbhg0r7diCIAhC9bVkyRKys7OvGdApKFAWzrqR1chbtmxJy5YtkWX5mllRoGRmOTg4MGLElVdwdXZ2xsfHh88//5zBgwfTv39/oqOjefbZZ9m6dSsODjX42vgyNTjVRKgq/5z9h8/2KKsU+Nj78FW3r7DX2l+zj1GvZ+nHU8g4lwhARM8+tBs0vFy75OQ/OHnqYwB0Om9atvgVG5saPP3JUAQLhkPmSeV5x2eh/fjrdrOYLWyYHcvZo0otrsBGbvR6vCkqddmA37///su///4LgJubGw8//DB2dnaVew7VyMFzOYyds5vMQgMAg1oG8NHg5ug0FY+ry0Yj6TNnkvn9D9Y74o7du+P3/nto3MrWLTOkFJK1MA7TBWVlQkmrwuX++ji08ysXFBRqDvu2bWmwfDmp771H3soP0DXsiy6sDxqVmgYn8jnw/naCHm6CR2jlrNYlCFeTmZnJDz/8QEREBAMGDOCnn366attBgwaxe/duPvroI8LCwpg/fz4jR47EYrEwatSoG37tSZMm8fzzz+P2n/e96uT00njsS0u6nW7iRh+Pyvvwnb9uPebsbEBkRQmCINQko0ePZvTo0ddtd+TIkStuHzVq1HX/bm7evBlJkpg0adINje1igsD1rL9sVsaVuLm5sWTJkht67ZpIBKOEG3Ig7QCvbX4NGRk7jR1fd/8ab3vva/Yxm4ysmP4hyfHKNLKwDp3pNvapchklaWnrOBb3BgAajQstW8zBzq5OuePVGGYTLB4DSbuV5+HDoMeU63aTLTL//BbHqf3pAPg2cOH+8c3RaMtOu9u2bRt//fUXAI6OjjzyyCM4OVXe9IXq5p+4Czw9bz/FpVkrE7oG80rvhjeUmWRIOk/yyy9TfOAAAJKtLT4TJ+I6fFjZqY8WmYKt58ldmwBm5UpIG+iI+/CGaL2uHXgVaga1kxMBn3yCY2QkqVPexZSyD9uWo1G71sW7RKZw1hEyIjwJHdQQlU3tnfIqVK2goCCys7ORJImMjIyrBqP+/PNPNmzYYA1AAURFRZGYmMgrr7zC8OHDrVOzu3fvztatW694nBdeeIEPP/yQ/fv3s2vXLmbOnHlD401LSyM9Pb3MtpMnT97QMSrKcKEQ27gcALZLJoYMaFSpx89eoBQuV7u749S7V6UeWxAEQajZYmJiGDFiBOHh4VU9lFpNBKOECjude5pn/nkGvVmPSlIxrcs0Grlf+8OhbLGw9psvSDiwF4Cg5i25/5kXUanKXtxlZW3lSOzzgAWVyo4WET/h6FiDU+ZlGVa/APFrlecNoqD/TLhOQXHZIvPP3DiO70gFwLOOIw880xztfy6Gt2/fbo2o29vb8+ijj+LuXnuzOBbuOssby45gtsioJJjSvxmPtA+6fsfL5K1dS8pbb2PJV+pv2YSFEfD5Z9iEhJRpZ8otIXtRPCUnc5QNEjh1q4tztzpIajGzubZx6dsX+zZtSX3nHQo2fYgutDe6hn1RqbU4HMzkRNwO/AaH4hQuaoMJla+iv1NLly7F0dGRoUOHltk+ZswYRo0axc6dO621Kf7+++/rHm/Tpk3Ex8cTEBAAQG5uLhqNhlOnTvHzzz9ftd8333zDlCnXv6lSGQ6czSEVEy1Qk9bS44anYl+L/vhxikvvXrsOHlyuRqAgCIJwd5s2bVpVD+GuIIJRQoWkFaXx1IanyC1R6he93f5tIutEXrOPLMv8M+cH4rYqK+L5hTTkwZcmodaUXT4zO3sXBw89iSwbkCQtzcO/xcWl1e05kTslZirs+1V57Nschv8Gmmt/2JUtMjHz4ojbpqwa5ObnQL//a4GNfdmf186dO1m3bh0AdnZ2PPbYY3h7Xzs7raaSZZnPN8Tz1T/KnXcbjYqvRrakV9OKF5m2FBVx4cMPyVm02LrNbdQovF97FZWNTZm2RYfSyV56ErnYBIDa3Rb34Q2xCXKuhLMRqiutjzeB335D7rLlXPjgA0wp+7Ft+Shq92AcSizkzT9OZr1k6gxtiMaj9k6DFaqvI0eO0LhxYzSash/bmjdvbt1/rUKp//W///2vTJ2K5557jvr16zNx4sRr9pswYUK5gNjJkycZMGBAhV+7ohqHe7M9p5C5O5L49v7KvTl1MSsKScJ1ePmSAYIgCIIg3H4iGCVcV74hn/F/jSelUAmSPN3iaQaHDb5mH1mW+XfBLxxYtwoAj8C6DJz4Djrbshdy2Tm7OXhoHBZLMaCiaZPP8PDofFvO447ZOgM2l0bTXYPgocVgc+3pc7JFZuO8OI5tvRSIGvBCS+ydywawdu/ezZo1a4BLgSgfH5/KP4dqwGCyMDH6EEv2nwfAzV7LT4+1pXVQxeub6I/Hc/7FFzGcOgWA2sUFvw+m4tS9e5l2Fr2JnBWnKNqXZt1m38YH134NUNmIt8m7gSRJuA4cgEPHDqS89RaFmz9BG9QJm6aDkXQOaBPyOf/ZHpy71cU1MhBJK6buCXdOZmYmDRo0KLf9YkZsZmbmDR3P3t4ee/tLU47t7OxwdHTE1dX1mv28vb3v2M0PJ1stz/UMY0K3ELSVmJVqLiggd8VKABy7dEEXGFBpxxYEQRAEoeLEVZZwTQazgediniM+Ox6AYWHDeLL5k9ftt23RPHYtVzJRnL28GTzpXeycymaX5OTs4eDBsZjNRSiBqE/x8bn+KnPV2p6fYcNbymNHH3hkKThdO1gkW2Q2LjjO0YuBKF/7Kwai9uzZw+rVqwGwtbXl0Ucfxde3di5Dn6c3Mn7uXraeVC6wgjzsmTPmHup7Vqx4rSzL5CxcyIUPP0I2KMXO7du0wf/TaWj/8zMrScwj6/fjmLP0AKjsNbgNCsWumWclnpFQU2h9fKjz/fdKltQnn1D41wFsmg5GG9QJtQUK/zpL3o4UPPvUx76ltyhkL9wx15rSd6tTSOfMmXNL/W+nygxEAeSuWIFcpCxK4TryyqsYCYIgCIJw+4lglHBVZouZ17e8zu5UpQB3tzrdmNRu0nU/9G6PXsCOaGW5aUcPT4a+9QFOHmUv7HNy93LAGoiSaNL4E3x9+9+W87hjDi+GVS8oj21dlUCUR/A1u8gWmc0L4zm6JRlQAlH9rxCI2rZtm7VGlI2NDY8++ugNLTVak6TkFjPm593EpSq1nSLquDLrsTZ4Otpcp6fCnJtLyptvkb9hg7JBpcLz6Ql4PvUUkvpSNotstpD391nyY85B6WpNNqGuuA8NQ+1csdcSaqeLWVKOXSNJ+/RTcqN/wZi4FZuIUahdAlEXGMleFE/u5iTcH2iAbWj1XY1MqB08PDyumP2UlaWsuFqbawZWJlmWySmdoqcNCMCxcw3PxBYEQRCEGkxU4xWuyCJbmLx9MusTlQBIK+9WfNzlY9Sqa09N2blsEdv+mAeAg5s7w96aiqtP2UyU3Nz9HDgwFrO5ECUQ9TF+fgNvy3ncMcfXwNInARl0jvDwEvBpes0uFotMzNw4jmxWpqG5+iiBKAeXS4EQWZbZuHGjNRB1MSPK39//tp1KVTqanMfAmdusgaieTXxY+ET7Cgeiivbt5/TAgdZAlMbXl6Bf5uD19NNlAlHGjGLSvztE/j+lgSiNhMsDDfAc00wEogQrjZsb/lOnEjT3N1RuMkUb30e//1csxTkAWC4UkTHrCOmzj2BIyq/awQq1Wnh4OMeOHcNkMpXZfvjwYQCaNWtWFcOqcYr37KHkhFKD0HX48DJ/FwRBEARBuLNEMEooR5ZlPt71MctOLgMg1C2UGd1mYKu59ko2e1Yu4d8FvwBg7+LKsLc/wM2vbC2G7Jzd7D8wGrO5AJBo3Ogj/PyuXX+q2juzGf54DCwm0NjCyIUQ2PqaXcxmC3/NjuVYabFyVx9lat5/A1Hr169n48aNADg4ODB69Gjr6ke1TczxNIZ+t43UPGW63KMdgvju4dbY6a5/sSCbzWR89x2JjzyCKVn5mTp27079pUuwb9v2UjtZpnBXKmkz9mE4pwQPND72+DzTEqd7A8SUK+GK7Nu0IXjpErxefB5j+n4K/3qTkmPLkU3K72pJfDZpXx8gffYRSs7kVvFohdpo4MCBFBQUEB0dXWb7L7/8gr+/P+3atbvjY5o8eTKSJNWoQFj2AiVrW9JqcR08qIpHIwiCIAh3NzFNTyhnxv4ZzI+bD0A953r80PMHXGxcrtlnz6qlbJo7GwA7ZxeGvf0B7v6BZdpkZm7i0OEJWCzKBVzjRh/g7z/kNpzBHXRmC8wfDuYSUGlg2K9Q/9pp/2ajhXU/HeHMwQwAPAIcePC5slPzLBYLq1evZu/evQA4Ozvz6KOP4ulZO+sYzd2RyDsrYjFbZCQJJvVpzOOd61eoDorxwgWSX32Nop07AZB0OrxffRW3h0aV6W8uMJAdfQL9sSzrNsdO/rjcVx9JK+LywrVJOh2eTzyB66BBpH/1Ndl//IExYQu6Rv3QBt2LpFJTEp9Nenw2unrOOHeri02o6y3X8hFqvzVr1lBYWEh+vhIgP3r0KIsXKzUX77//fuzt7enTpw89e/Zk/Pjx5OXlERISwoIFC1i7di1z585FXQUZPpMnT2by5MnExsbWiICUKT2dvNKsWaf77kPj4VHFIxIEQRCEu5sIRgll/HjoR346/BMAAY4B/NjrRzztrh4AkWWZHUsWWqfm2To5M/StqXgE1i3TLi1tLUdin0eWjYCqdGpeDb8reXqTEogyFYOkgoHfQ1jva3YxGsys+e4w544qARHvICf6PdsCWwettY3JZGL58uXW6Rdubm489thj113lqCayWGQ+XHOMH7ecAcBGo+KL4S3oE16xelj5/8SQMmkS5pwcAHQNGhDw+WfYNmpUpl1xXBbZi+OxFBgBUDnrcB8aJmr9CDdM4+GB3+R3cH/kYVI+nkbx5nkY4tegC+2tBKXUWgwJeWTMPoLGxx7H9n7Yt/RGZSv+3ApXNn78eBITE63PFy1axKJFiwA4c+YM9erVA2DJkiW88cYbvP3222RlZdGoUSMWLFjAiBGiCHdF5ERHg1H5G+A2cmQVj0YQBEEQBJEOIFjNPTqXGftnAOBt582PvX7E1+Hqq7XJssyWBb9YA1F2zi4MffN9vOrWK9MuOWUxh4/8H7JsRJJ0hId/XQsCURvLBqIG/Qjh187yMhSbWDnjgDUQ5RfiQv/nW5YJROn1eubPn28NRHl5eTF27NhaGYgqNpiZMG+fNRDl6ahj4f/aVygQZSkpIXXqByRNmGANRLkMGUz9xYvKBKIsJWayl54gc06sNRBlF+6J7/OtRCBKuCU2wcHU++E76s75GXVYXUoOLaBw/esYTqyzTt8zXSgiZ/kpUj7YRfbSExiSC6p41EJ1lJCQgCzLV/y6GIgCcHR05MsvvyQlJYWSkhIOHjwoAlEVJJvNZP/+BwA2DRti17JF1Q5IEARBuGlz5sxBkiQkSbKWM7mcLMuEhIQgSRJdu3Yts69evXrWvpd/PfXUUzc1lgceeAAnJ6dyNR3379+PJElXXHBqy5YtSJLEjBnKdffGjRvLjEWtVuPl5UW/fv3Ys2dPuf6xsbFMmDCBDh064ODgcNWfA0BeXh5vvPEGYWFh2NvbExAQwNChQ4mNjb2p861s4latAMD8Y/P5ePfHALjbuvNj7x+p41Tnqu1li4V/5vzAgXWrAHB092DIm+/jEVC2z7lzc4g/8R4AKpUdzZt/h4f7vbfpLO6QUzGwYASY9CCpYfCP0Ozada8Kc0tY9fVBMs4pF6N1GrvR56nmaG0uTa3Iy8tj3rx5XLhwAYCAgABGjRqFg4PD7TuXKnIhT88Tv+7hUJJSXyfE25GfR7eljrv9dfuWnDzJ+ZdepuT4cQBUjo74vTsF5/vvL9suMY+sP45jzlQCA5KNGtcHg7Fv5S2mTgmVxqF9e0IWtqNo126Sv55Jye5oSuLXoKvXBW29LqgcPJENZgp3plK4MxVtoCP2zb2wa+6FxlUUyxeEO6Fg0yZMKUo9QbeRI8XfAEEQhFrAycmJWbNmlQs4bdq0iVOnTuHk5HTFfp06deLTTz8ts83Hx+emxhAVFcXq1avZs2cP7du3t27fuHEjDg4OpKamEhcXR6PLbpZfDBxFRUWVOdYHH3xAVFQURqOR/fv3M2XKFCIjIzlw4AChoaHWdnv27GHZsmW0bNmS7t27s3LlyquO72JAa/LkybRp04akpCTeffddOnTowOHDhwkKCrqp864sIhgl8Gvsr0zbMw0AJ50T3/f8ngYuDa7a3mIxs/77r4jd+BcALt4+DH1rKi7el7KoZFnm9OnPSEj8FgCNxomI5j/h6trmNp7JHXDqH1gw8rJA1E/Q7NpZXjkXilj51QHyMpSgSP0IT3o93hSN9lIgKj09nblz55KbqwRnwsLCGDJkCDqd7orHrMmOnM/l8V/2WAuVd2jgwXcPt8bFXnvNfrIsk/P771z48CPkkhIAbCOaE/Dpp+jqXAqCyiYLeX+fJX9j6Up5gK6+M+5DG6Jxv3YRfkG4GZIk4dDuHkLb3UPR/v0kffUNhm1rMZxYh9qnKbr6kah9wpEkFcakAnKTCsj98wy6IGfsmntiH+4pVnEUhNsoe/4CAFQODrj0e6CKRyMIgiBUhuHDhzNv3jxmzpyJs7OzdfusWbPo0KEDeXl5V+zn6upaJnB0Ky4GlDZu3FguGNW/f39iYmKIiYkpF4zy9PQsV28xNDTUeozOnTvj6urKY489xty5c5kyZYq13SOPPMJjjz0GwOLFi68ajDp58iSbN2/mzTff5JVXXrFuDwkJoWPHjixZsoQXXnjhFn8Ct0ZM07vLzTo8yxqIcrFxYVavWTRyb3TV9iaDgdVfTrMGotz8Axk++eMygSiLpYSjR1+yBqK0WndatZxX8wNRx1bB/MsyoobMvm4g6kJCHtHT9loDUU3u9ee+/zUrE4g6e/Yss2fPtgaiWrVqxfDhw2tlIGrtkRSGfrfdGogaeU8dfhl7z3UDUabsbJL+7/9InTxFCURJEh5PPUm9uXPLBKKMFwpJ++YA+TGlgSi1hMv99fF6orkIRAl3hH3LloTN/pEGq1biMHwEJbmnKN4xk8L1kyiJW4W54IK1rSExj9yVp0n5YBcXvtxHzpoz6E/mIJssVXgGglC7GBITKfz3XwBcBgxAVQuzjQVBEO5GI0vr/y1YsMC6LTc3l+joaMaOHXtHxtCiRQvc3NzKTJOzWCxs2bKFrl27EhkZSUxMjHWfwWBg+/btdO3a9bpZum3aKNfOF2fNXKRSVSyEo9Uq11cuLmUXIrtY/sXWtuqvjURm1F3su4PfMfPATECZmvdDzx9o6N7wqu31hQUs//R9ko4eAcCrbj2GvPk+9i6u1jZGYy6HDo8nJ0dZ2czOrh4tImZhb1/vtp3HHbHvN1j5LMgWZdW8IbOhSf9rdkmMzWTt94cxGZQLyzZ963HPA2VXiDt8+DDLly+3zjOOioqiS5cutW4KgSzLfLPxFNPWlU6tk+CNvk0Y26nedc+1cPt2kie+jqn0jVjj64v/Jx/jcM89l45vlsnfkkTehkQwK+lQWj8H3Ic3ROsrLjyEO88mJIS6U97G8upLZK9cRdLPvyLHrcAQtwKVSx00AW3QBLRF7aAsEGFMKcSYUkjBpiQknQqbBq7o6jljU9cJbaATKt2dXy1NEGqD7IW/Wx+7jRhehSMRBEGoejkrT2FILqzqYQCg83fAtV/wTfd3dnZmyJAhzJ49myeffBJQAlMqlYrhw4fzxRdfXLHf5s2bcXJyQq/XExoayrhx43j++edvamValUpFly5d+OuvvzCZTGg0Gg4cOEB2djaRkZGYzWbeeecda/sdO3ZQXFxcborelZw5o9TVDQsLu+FxAQQFBdG/f3+mT59O69atadu2LUlJSTz77LPUrVu3WtSdFMGou5Asy3x94Gt+OPQDAB62HszqPYtg16u/GeRnZhD9wdtkJp0FIKBREwa88ja2jo7WNsXF5zlwcCxFRScBcHFuSfPmP6DTud/Gs7kD/v0C/ip9E9HYwfDfILTnNbvEbU8h5rc4LBYZJIgc2ZBmXQKs+y0WCxs3bmTz5s2AMs2nX79+tGrV6nadRZXRG81MjD7EsgPJADjaaJgxsgXdGl17brbFYCB9+hdk/fyzdZtTzx74vfce6ssKuhvTisheFI/hnLIsOhI4RdbBuUddJI1I/hSqlsrBAY8Rw3EfPgz9oUOkLF1B/pq16I4uxXB0KSrXemh8w9F4N0XlpgSrZYMFfVwW+ris0oOA1s8RXV0ndP6OaP0c0PrYI2lFgEqoOpMnTy4zbaA6suj15C5ZAoB927bYXFZzQxAE4W5kSC7EcCa3qodRacaOHUtUVBSxsbE0bdqU2bNnM3To0KvWi+rbty9t2rQhODiY7OxsFi1axMsvv8yBAwf47bffbmoMUVFRLF++nN27d9OhQwc2btyIn58fYWFhmM1m0tLSrOO7Wr0oUK4PTSaTtWbUSy+9RJMmTW4py2vRokU8/fTTdOvWzbqtefPmbNq0CTe3ql/MSQSj7jIW2cK03dOYe2wuoKya91Pvn6jvUv+qfTLOJhD90WQKMjMACL2nI/f/38toLptGlpd3iIOH/ofBkA6Al9d9NG3yGWp11af/3TRZhg1vwbavlOe2rvDQIqhzz9W7WGR2LD/NvnXKMt1qjYqe45oQ3NLb2sZgMLB06VKOHTsGgI2NDcOGDSM4+ObvDFRX53OKefK3PRw5r8zZDnSzY9ZjbWnoe+U/EBeVnDjB+VdepSQuDgDJzg6fiRNxHTbUmkklW2QK/j1P7voEMCnZUBovO9yGhmFT1/lqhxaEKiFJEnYRETSIiEB+axJFe/aSFL0M/d9/oYtbiSFuJWjt0Xg1RuPTDMmzIZrSrCksYDxfgPF8AdZ7mRJoPO3Q+jmg8bJH42mHxsMWjYcdKntNrcuuFKqfyZMnM3nyZGJjY8vVvagu8tasxVw6Bd5t1MgqHo0gCELV0/lXnxkDlTGWyMhIgoODmT17NqNHj2b37t189tlnV20/c+bMMs/79++Pm5sbX3/9NS+++CItW7a84TFcXjfqYjAqMjISgMaNG+Pt7U1MTIw1GOXj40Pjxo3LHWf48LLZu35+fmzbtu2WVlUfP348S5cuZfr06bRq1YrU1FSmTZtGt27diImJEQXMhTvHYDYw6d9JrEtYB4Cvgy+zes2irnPdq/ZJOnqEZZ++R0mhcgnUondfokb/D5Xq0h35lNRlxMVNwmJRikrXrTOOkJCJSFINzkoxG2Hlc3BgnvLcyQ8eXgI+Ta7axVhi5q85Rzm9XwnI2ThouP+p5viHulrb5ObmsmDBAlJTUwFwd3dn1KhReHp63rZTqSq7zmQxfu5eMgsNANxT351vHmqFp+PVCzXLFgvZ8+aT9umnl4qUN2uG/7RPsKl/KWBqTCsiO/oEhsTSwoQSON4bgEuvIJEtIlR7klqNQ7t7aNjuHmTTuxQfOsSFDTFkbdyM/Zm9mJL3Ku1snFG7N0DtHozKPRiVaz1U6tI/2zKY0osxpReXP76tBo27DWqXy790qJ11qB11qBy0qOy1SGoRsBJqt+zSOiJqL0+cunev4tEIgiBUvVuZFlcdSZLEmDFjmDFjBnq9nrCwMDp37nxDx3j44Yf5+uuv2bFjx00Fo8LDw/H09CQmJobXXnuNLVu28OGHH1r3d+nShY0bN/LEE0+wfft2BgwYcMXjfPzxx3Tr1o2ioiLWr1/Phx9+yIABA9i5cyc2Nje+0M3atWuZNWsWixYtYsiQIdbtvXr1ol69ekyePJmfL5uBUhVEMOoukW/I5/mY59mVuguABi4N+L7n9/g6+F61z5GYDWz4cSYWs1LPqPOo0bR9cLD1jrvFYuLUqU84e24WAJKkJjTkDerUeew2n81tps+FPx6D06XF5tyD4ZGl4Hb1yHFhTgmrvzlE+lllqpirjz19n26Oq7e9tc3Zs2f5/fffKSwN7NWvX59hw4ZhZ2d3+86lCsiyzNydZ5myIhaTRclYerRDEG890ASt+uoBSmNqKimT3qBw2zZlg0qFx/+ewOvpp5FKC/DJZgv5m5PI++ustTaUxsNWyYaq53K1QwtCtSVpNNi3akX9Vq2o/9pLmDIzyd38L8mbtmI4sB/7lAOYUg6UNlahcvBG5RKIyjkQtUsAsktdtHZl06xlvQljsgnjdWpCSHYa1A5aVHYaJDsNKls1KtvSxzo1kk6NZKO69FirUr40l77QqpDUEpJahaSRQK1CUokgl1D1imNj0R86BIDrkCFItXBREEEQBAFGjx7N22+/zXfffcfUqVNvuL8sK9cUFS0M/l+SJBEZGcnatWvZtWsXOTk51swoULK3Jk+ezPbt29Hr9VetF9WgQQNr0fIuXbpgZ2fHm2++yVdffcXLL798w+M6cOAAAG3bti2z3dXVlZCQEI4cOXLDx6xsIhh1F0gvSmf8X+M5nq0Uj27p3ZKvun2Fi82VL94tFjOb5/7M3tXLAFCp1fR+6jmadLk019RozOHIkefIylZWqNFoXAlvNgN3906392Rut+xEmD8c0pUpdPhFwEPR4Oh11S7pZ/NZ/c0hCnOUTJ7ARm70fqIZtg6lARRZZseOHWzYsAGLRSlm3rZtW+67776bKpRXnemNZiaviGXh7nMA6NQq3hvQlOFtr559J8syeatWkfrue1jylWCe1t8f/08+xr7NpRUYDecLyI6Ov3SBLYFjR3+ce9cTxZ2FWkPj4YHHwP54DFQWSDBlZ1O8/wCp23eTu3c/2oST6M7vgfN7rH30Ki0qB09UDt5Ijt7Kd3sPLPYeqG1d0WivHPCWi02Yik2VfxISoJaUoJRKhaRG+a6SlDV8VaX7JAlJBUiSsqqBhHU7krJdkrDuo/RGiHTx8cWYV+ljqfS1VXZa3AaL2kB3u4tZUahUuA0bVrWDEQRBEG6bgIAAXnnlFeLi4njssRtPivj1118BaN++/U2PISoqiujoaKZNm4a3t3eZaXiRkZFkZmby1VdfWdtWxKuvvsqcOXP46KOPePLJJ69aB+tq/P39AaVo+uXT8TIzM4mPj6d7NcgYFsGoWu5M7hme2vAUyYVK8eioOlF80uUTbDVXruVUUlTIqi8/IeGAMk3EzsmZB1+cRGCTS/UgCgriOXT4SYqLlWLmjg4Nad78O+zsrh5wqBGS9sCCEVCoTLOj4f0w+CfQXX0+c9yOFDbOO47ZqASZmnb2p/OIMNSlGUAlJSWsWLGC2NhYQIm49+nTp1yEujY4l1XE+Hl7rfWhvJ1s+Pbh1rQOunpxPFN2NqmTp5C/bp11m8vgQfi8/jrq0uL4stFM3j/nyN90DkpXvNd42+E2RNSGEmo/jZsbTt2icOqmfHCRZRnThQvojx0j61As2UeOYU5MRJeahCY/5coHUdsg2bmisnVF0jki2TgpXzonsHHConNA1jkgae1RaWxRa2xRq24hwCsDJhkZGbAg3/yRborFXiOCUXc5c24ueatWA+DYLQqtn18Vj0gQBEG4nT766KPrtpk/fz5Lliyhb9++BAUFkZOTw6JFi1i4cCGjR48mIiKiTPuLGU8Xi45fy8UA09KlS8tMiQNo1qwZHh4eLF26lICAAEIruJiGVqvlgw8+YNiwYXz55Ze8+eabABQVFfHnn38CSqAJYNOmTWRkZODg4ECfPn0AGDRoEG+//Tbjx48nKSmJVq1akZKSwrRp0ygqKuK5556r0DhuJxGMqsW2JW/j5U0vk29Qsk2GhA3hjXZvoFFd+Z89O+U8yz55j6zkJAA869ZjwCtv4eJ9adWz5JTFHD8+GYtFqVPi5XUfTRp/gkZTfYrh3ZTYZbD0STDplecdnoGe78JVLsjMRgv/LjrBkc3nAeXGfMfBIUR0r2Odxpiens7vv/9ORoZS+N3Z2Zlhw4YRGBh420/nTvvr6AVe/OMAeXoly6J1kBszR7XC1+XqBezz//mHlHfewZyu/HzUHh74vfcuTpet9qA/kU3OspOYMkv/XVQSTl0Dce4mVsoT7k6SJKH19UXr64tTVBQX73PJsowpLR1DQgKGhATyEs5SkJSMMTkZ0tLQZqUjF1y4gRdSg0aHpLYBjQ2S2gZJrQO1FlQa62NJpVHeJ1VaJJUaLj6X1FhUWmSVGlmtxaLSgKRSnktqKP0uSyqQVKXZTSrldSXpYvpT6X4JSVIhI10qzF66/+J36bLUKH2xkRp+a0S4RbnLliHrlb8bbiNF4XJBEARBmQaXk5PDpEmTyMzMRKvV0rRpU7755huefPLJMm0LCgoApYh4RTRp0gRfX19SU1PLTNED5bNb586dWbZsGV27dr2hMQ8dOpR27drx+eef83//93+4uLiQlpbG0KFDy7SbPHkyAEFBQSQkJADg6OjIjh07mDp1Kt999x1JSUm4u7vTsmVLvv3221vKBKssIhhVC8myzIK4BXyy+xPMshmACS0m8FTzp666wtKpvbtYO/Nz9IXKf7zgNu25/5kX0dkpNY/M5iKOH3+HlNQlpT0kGtR/jnr1nq7ZhcotFtjyKcSUzi+W1HD/NGg77qpd8rP0rP3hCGkJSgaQnZOWXuOaEtjI3drm0KFDrFy5EqPRCEBwcDCDBg3CwaGGB+3+w2S28NmGeL7deMq6bdy99ZnYp9FV60OZsrO58MGH5K1cad3m1LMHvlOmoHFXfobmAgO5q89QtD/N2kYb4Ijb4FB0/o636WwEoeaSJAmtjzdaH28c2t3Df/MRZYsFc04OpowMzFlZmDIyMWdmYMzMQp+dgyErB2NuLua8POT8PKSiIqTiItT6HKV/ZY2TS7PrbhejnTMw6Da/ijB58mSmTJlS1cMoR5ZlshcsBEAXFIRDhw5VPCJBEAShMo0ePZrRo0dft91/ayK1b9+ev/76q0KvsXnzZiRJYtKkSRUeV0rKVTLUUTKmrqZr167WulVXcjH76aJ69epds/3lfH19rdMDqyMRjKpljBYjH+78kEXxiwCwUdvwXqf36FO/zxXbW8xm/v39N3YvX2zd1m7gcDoNewiptIhbQUE8h4/8H0VFJwHQaj1o1nR6za8Ppc+FpU/BcSXNEZ0TDJsDIT2u2uVcXBbrf4pFX6AEmXzqO9P7iWY4uSsZQHq9nj///JNDpUVTQZknHBkZedNF8aqr1Fw9z/++nx2nswBwtNHwyZDm3B9+9TsI+X/9RcrkKZhLs8VUzs74THodl/79kSQJ2SJTtO8CuX+ewVKkZFlJOhXOverh2MFfrP4lCDdJUqnQuLtbA74VJZvNWIqKsBQWYikqRi7RYynWI+uLsehLlO8GA7LBgFxS+t1Qgmw0IRuNZb9MJmSTCYvRiMVowmIyIhvNWCzm0n1mZJMR2WwBi1n5bjYjm83Kc4sMFjOYLSBblJsJFgvIcpltjq5i+u6dMHnyZCZPnkxsbCzNmjW7foc7pGjHDgyld4VdR4ywfpYRBEEQhIqKiYlhxIgRhIeHV/VQajURjKpFcvQ5vLjpRXan7gbAy86LGd1m0Mzzyh8S87MyWP3lNM7HKfWMdHZ29HryORp2uBdQ7i6mpCziePwULJbSdHfX9jRtOh0bG+87cEa3UfpxWDgKMpUAG+4NYMR88G58xeZms4VdK8+wb12iNUWgWWQA9w4JRa1VPuieO3eO6OhocnJyALC3t2fgwIEVnhdck6yPTeW16ENkFylBuUa+TnzzUCsaeF05a8mUnc2F96eSt3q1dZtj1674TpmC1kf5XTIkF5Cz/BSGxDxrG9vG7rj2D0HjeuPLmQqCcOsktRq1kxPqGyyaKQhVJXu+UrhcsrHBdeCAqh2MIAiCUCNNmzatqodwVxDBqFoiNiOWlza9xPkCpYZRU4+mfBn1JT4OPldsn3BoP39+9SnFebkAeAXVp98LE3HzCwDAYMjgWNwbZGRcTGWUqF/v/6hf/xkkqYavXHZ0BSwbDwZlSiKhvWHQD2DnesXmOReK2DA7lrREpfaWWqui60MNadReyQAym81s2bKFTZs2WVMmg4ODGTBgwA2velDd6Y1mpq4+xm87Eq3bhrYO5N3+zbC7wop2siyTt3IlFz78CHN2NgAqFxd835iEc79+SJKEpdhE7voECnekWAN9Kmcdbg8GY9fM846clyAIglDzGVNTyf/nHwCc+/ZF7epatQMSBEEQBOGqRDCqhpNlmd+P/84nuz/BaFGyVPrU68O7nd694op5JqORbYvmsXtFtDK1AQjv1ouoMU+i1SnZJ2np64iLexOjUZl+pdN50bTJZzV/Wp7ZCP+8D1u/uLQtciJEvgZXSOOXZZlj21LY8scJTCVK7S2PQEd6jW2Ku79S+yk9PZ3ly5eTlKQUfVer1fTo0YN27drVuml5cal5PLtgP/EXlCCek62GDwaG0y/C/4rtDWfPkjp5CoXbtlm3OXbrhu/kd9B6eyNbZAr3XiB3zRkshcrvLioJx3sDcO5eB5WNeHsSBEEQKi7nj0VgVv5ei8LlgiAIglC9iau9GqzQWMiUbVNYk7AGAI2k4fnWz/Nok0evWKg8PfEMa77+jPSzCUp7Gxt6jJtA08juABiNecSfeJfU1EsF1ry976dRw3fRav9bDreGyU6A6MchSZnCiI0zDPweGt1/xebFBQY2zY/n1L5LBbQjutehw4Bg1FoVZrOZrVu3smnTJsylH3y9vLwYPHgwvr6+t/ts7iizRWbWv6f5dH08BpMFgDZBbnwxogWBbvbl2stGI1m//EL61zOtqxmpPT3xffMNnHr3RpIkShJyyVl1GmNSgbWfTQMXXPsHo/WpXUXeBUEQhNtPNhrJWaTUy7QND8cuvPrUsRIEQRAEoTwRjKqhTmSf4MWNL5KQlwCAt703n0Z+SkvvluXaWixm9qxcyrY/5mI2KUWhvesHc/8zL+ERqCyAnZ7xN8ePv01JSSoAGo0LDRtOwden3505odspdimseBZKSmsR+TSDoXPA88q1nE7uTWPzwuMU5yvZOvbOOrqPbkzdJh6AslLC8uXLSU1NtfZp37493bp1Q6fT3dZTudNOpuXzyuJD7D+bA4BKgme7h/JMVAiaK6yWV7RnD6nvvkdJfLx1m+uwYXi/9CJqFxdMWXpy156h+FCGdb/KWYdr3wbYNfe86mqPgiAIgnAt+X//gyk9HRBZUYIgCIJQE4hgVA1jkS0sjFvI9L3T0ZuVrJOO/h35sPOHuNuWXyUpJzWFtd9O53zcUUBZUandwGG0HzQctUaLviSV+Ph3SU9fZ+3j7t6Zxo0/wtamhmf4GIpg7UTY98ulbff8D3q+B9ryUxgLc0vYsjCeU/vTrdvqR3gS9XAj7Jx0GAwGtmzZwtatW7FYlAwhT09P+vfvT506dW776dxJJrOFH7ecYfpfl7Kh6ns6MG1Ic9rUK/97ZkxLI+3TT8lbsdK6TdegAX7vTsG+TRssJSZy1yWQvyUJTKWFoTQqnDoH4NQ1UEzJEwRBEG5J9gKlcLnKxQXn+6+8grAgCIIgCNWHuAKsQS4UXuCtrW+xPWU7ABIS41uM53/h/0OtKls82mwysWfVUnYsXoDJaADAzc+fPk+/hF9oQ2TZzLlzv3Dq9OeYzcpUKY3GmZDg1/D3H17zM1SS9ipFyjOOK8/t3KD/TGjUt1xTWZaJ33WBLX/EU1KoZI7ZOmjpPCKU0DZKAfijR4+ybt06cnOVgu+SJHHvvfcSGRmJRlO7/hvFpebx2uJDHEy6eK7w+L31ealXQ2y1ZX/PZKORrHnzyPjqayyFhUp7Gxs8nvwfHo8/jqTSkL/1PPn/nLtUFwqwi/DC5b56aNzKBwUFQRAE4UaUnDpF0c6dALgOHIjKVvxtEQRBEITqrnZdRddia8+s5b0d75FnUKaa+Tn4MfXeqbT1bVuubXJ8HBt+/JqM0tpQABG9+hL50Bi0trbk5h4gPn4KefmHrPt9fPoRGvIGNjZet/1cbitTCWz8ELZ+CbKS0UPdjjD4R3AJLNc8O7WQLb/Hc+5YtnVbcCtvuowIw95ZR1paGmvWrOHMmTPW/X5+fjz44IP4+fnd9tO5kwpKTHyxIZ6ftyVgtijZSw28HJg2JILWQeVrhhVs+Ze0Tz6m5MRJ6zbHHt3xmfg6Wn9/ig6mk7c+AXN2iXW/to4Trg80wCbI+fafkCAIgnBXyF6w0PrYbcTwKhyJIAiCIAgVJYJR1Vy2PpsPd33ImjNrrNseDH6QifdMxEnnVKZtSVEhWxb8ysENf1pXynMPqEPP/z1DYKOm6PXJHI+dxoULK6x9bG3r0Kjhu3h4dLkzJ3Q7nd8LyyZAepzyXKWFrhOh0/OgLvurbiwxs2dNAgc2nMViVn5Wds46IkeEEdzKm+LiYtatW8fOnTutU/Ls7Ozo3r07rVq1qlUr5cmyzJojqby78iipeaUFx1USj3euzws9wsplQ+mPx5M2bRqF//5r3aYNqovvm2/icO+96OOyyJ6xH2NqoXW/xsMW5971sGvmiaSq4Vl3giAIApMnT2bKlClVPQwshYXkLlsGgEPHjujq1avS8QiCIAiCUDG154q6lpFlmeUnl/PgsgetgSg3Gze+6PoFU++dWiYQZbGYOfzPemY//yQH168GWUat1dJx2EM88vEMfEPqcerUZ2zf0cMaiJIkHUFBT9G+3ZqaH4gyFMFfk+GnHpcCUX4t4MnN0OXlMoEoWZY5vT+d+VN2sG9tohKIkqBplwBGvdOOuuFubN26lS+//JLt27djsViQJIm2bdvyf//3f7Rp06ZWBaLOZBTy2M+7mTBvnzUQ1TrIjVX/dy+v92lcJhBlSk8n5a23ODNwoDUQpXJwwOvFF6m/YgVqzyakfX2AzF+OWgNRKictrgNC8HmxNfbNvUQgShAEoZaYPHkysixz5MiRKh1H7qrVWAqUcgNuD42q0rEIgiAIt9+cOXOQJAlJkti4cWO5/bIsExISgiRJdO3atdz+jIwMnnvuOerVq4eNjQ0+Pj706dOHrKysGx7LAw88gJOTE6bSRcIu2r9/P5IkXXEmzZYtW5AkiRkzZgCwceNG6/lIkoRarcbLy4t+/fqxZ8+ecv1jY2OZMGECHTp0wMHB4ao/B4C8vDzeeOMNwsLCsLe3JyAggKFDhxIbG3vD53o7iMyoaighN4H3drzHrtRd1m1dA7vyTsd38LTzLNP23NHDxPzyI+kJp63b6jRtTo/Hn8bV14vklEWcOTMDg+FSUW5vrz6EhLyKnV3d238yt9vxNbDmVcg5qzxXaaHra6XZUNoyTdPP5rNtyUmS4i5NyfMOciJyVEM86zhy8OBBYmJiyMvLs+6vW7cuffr0qXVT8nKKDHz59wl+256IqXRKnpu9ltfvb8yQVoGoLgsamXNyyPx5Dlm//YZcVKRsVKtxHTYUz6efxpQmkfHDUYznC6x9JBs1TpGBON4bgEpXNrNKEARBECqDLMtkz58PgMbPD8fIyCoekSAIgnCnODk5MWvWrHIBp02bNnHq1CmcnJzK9UlOTqZz585oNBreeustQkNDycjIICYmBoPBcMNjiIqKYvXq1ezZs4f27dtbt2/cuBEHBwdSU1OJi4ujUaNGZfZd7Hu5Dz74gKioKIxGI/v372fKlClERkZy4MABQkMvrQK/Z88eli1bRsuWLenevTsrV67kai4GtCZPnkybNm1ISkri3XffpUOHDhw+fJigoKAbPufKJIJR1YjBbGDWkVn8eOhHjBal2LOXnRcT75lIz6CeZYqK51xIZfPc2ZzYtc26zdHDky6jRhPWoRMXLixj+46v0euTrPudnMIJC30TV9c2d+6kbpfsBFgzEeIvTV/ErwUM+AZ8mpZpmpdZzK4VZzi+KxVKF3KzsdfQYWAwjTr6ERd3jEXfbiQ9/VLAztPTkx49etCwYcOaX8z9MgaThV+3J/DVPyfJLb5UUHzkPXV4tXcj3Bx01m3m/HyyfvmVrDlzrHedARwjI/F66SUsxS5kzT+LMfnSdDzJVo1jpwCcOvmjsi8bDBQEQRCEylS8/wAlx5WFStyGD0OqZQuKCIIgCFc3fPhw5s2bx8yZM3F2vlSPdtasWXTo0KFMgsFFEyZMoKSkhD179uDmdqkm7qBBg25qDBcDShs3biwXjOrfvz8xMTHExMSUC0Z5enrSrFmzMscKDQ21HqNz5864urry2GOPMXfu3DLT4h955BEee+wxABYvXnzVYNTJkyfZvHkzb775Jq+88op1e0hICB07dmTJkiW88MILN3XelUX81a4GZFlmXeI6vtj7BecLzgPKSnnDGg7juVbPlZmSV5CVyY6lf3D473VYzEo6oMbGhnseHELrBx4kM2cDO3f1prg40drH1jaABvVfwNe3P5JUw6eYGYth21ew5TMwKdPKsHWB7m9D6zFw2aqCJUVG9q5J5FBMEmaTUvdJpZJo2tmf1n2DOJUQz7ffLiUjI8Pax8nJiaioKCIiIlCra09Gj8UiszY2lU/WxpGQWWTd3q6+O2/2bUJ4oIt1m7mgkOx588icPRtL6eqBALYRzfF65jlQ1yN7aRLm7FTrPslWjdO9ATh2CkBlJ95WBEEQhNsve8EC5YFWi+vgwVU7GEEQBOGOGjlyJPPmzWPBggU8+eSTAOTm5hIdHc2MGTP44osvyrRPSEhgxYoVvPPOO2UCUbeiRYsWuLm5sXHjRiZOnAiAxWJhy5YtfPzxx1gsFmJiYhg/fjwABoOB7du307dv3+smPLRpoySQXLhwocz2ipaM0WqVxAAXF5cy211dXQGwrQYrz4qrxip2IO0An+75lIPpB63bwtzCeLvD20R4RVi3FeXlsmv5Yg6uW43JeCmFsHHnKDoNH0GB8V/2HuhPUdGlVd9sbHypV+9p/P2GoFJdynipkSxmODAfYj6A/ORL21s8BD2mgOOlVQBLiowc/PscB/9JwlB8af5ucEsv2varx9kLJ5k154cy84Lt7Ozo1KkT7dq1s/7HrQ1kWeavY2lM3xDP0ZRLdwcaeDowsU8jejbxsb4RmjIzyfrtN7LnL8By2Z0E2yZN8HjyWWQpiLyYFCxFp6z7VA4aHDsG4NjRXwShBEEQhDvGlJlJ/tq1ADj37InGq4avBiwIgiDcEGdnZ4YMGcLs2bOtwagFCxagUqkYPnx4uWDUli1bkGUZf39/Ro4cycqVKzGZTLRv354PP/yQDh063PAYVCoVXbp04a+//sJkMqHRaDhw4ADZ2dlERkZiNpt55513rO137NhBcXFxuSl6V3JxNfewsLAbHhdAUFAQ/fv3Z/r06bRu3Zq2bduSlJTEs88+S926dRkxYsRNHbcyiavHKpKUn8QX+75gXcI66zY3GzcmtJjA4LDBaFVKQKQoL5d9f65g35/LMZborW3rtWhN+yEDMGp3cuj44DI1oXQ6T+oFjcfffyRqtc2dO6nbQZYhfq1SoPxicXIAn2bQ9zOoeykdUl+oBKEO/XMOg95s3e7bwIXWDwSSlHWCXxb+WCZl08HBgY4dO9KmTRtsbGr4z+oysiyz8Xg60/+K51DSpewmN3stz3UP5aH2QWjVSlTdkHSerNmzyYmORi4psba1CQvD7ZFnsRj9yduUCZZz1n1qd1ucugRg38pH1IQSBEEQ7ric6CXIRmW6uduokVU8GkEQhJphzZo1pKamXr/hHeDr60ufPn1u6Rhjx44lKiqK2NhYmjZtyuzZsxk6dOgV60WdP6/MQHr55ZeJiooiOjqawsJCpkyZQrdu3di5cyfNmze/4TFERUWxfPlydu/eTYcOHdi4cSN+fn6EhYVhNptJS0uzju9q9aJAyagymUzWmlEvvfQSTZo0YezYsTc8posWLVrE008/Tbdu3azbmjdvzqZNmyotO+xWiGBUFUjITWDQikHWulA6lY6HmzzM4+GPW6fk5aalsmfVMo7EbMBkuBQgCGzcjLaDu2O23c2J5NGYzZdq+djY+FG37jgC/EegVtvd2ZOqbLIMCf9CzFQ4u/3SducAiJoEESOtU/IKc0s4vDGJwzFJZYJQXnWdCOviSlLOceYtXYvReKlGkpOTE506daJ169a1KhPKbJHZcPQC3206xYFzOdbtzrYanujcgNGd6uFkq0WWZYr27Sd77lzy1q0D86Wfm21Ea5z6jMWU40Lh3iLg0jRGbaAjTl0CsWvmKVbGEwRBEKqEbDaTs3AhADahodi1bl3FIxIEQagZUlNTSUxMvH7DGiIyMpLg4GBmz57N6NGj2b17N5999tkV21osStmWwMBAoqOjrSVZOnToQEhICJ988glz58694TFcXjfqYjAqsnRBjcaNG+Pt7U1MTIw1GOXj40Pjxo3LHWf48OFlnvv5+bFt2zbrtLqbMX78eJYuXcr06dNp1aoVqampTJs2jW7duhETEyMKmN+NgpyDaO3Tmh0pO+hTvw/PtXqOAMcAANISTrN7RTTHt29BLv0PA+AXEkaLgU0o0WzlTPpTZY7n4BBGUN3/4ePzACpVDQ+syDKcWK/UhDq389J2Wxe490Vo9yRolUBb5vkCDvx9jvhdqVhMsrWpV10HfFpJnMs4zrK/TpY5vJeXFx06dCA8PLxWBaH0RjPR+5L4acsZzmRcKijuZKNh7L31GXtvfVzstFhKSshZuozs335Df/ToZUeQcIgahG2zPhhTQR9nAS6unCdh39wLhw5+6Oo41aqC7oIgCELNU7B5M8ZkZcq+26iR4u+SIAhCBfn6+lb1EKwqYyySJDFmzBhmzJiBXq8nLCyMzp07X7Gth4cHAD169ChTG9jPz4+IiAj27dt3U2MIDw/H09OTmJgYXnvtNbZs2cKHH35o3d+lSxc2btzIE088wfbt2/n/9u48Pqoqz///69aSykbIviJhlx1EkcWGsIit2AgyIEqr4NY2uE2PLaM2vyagCEjbDoMLtkagRXBBwVGEn4oB6WERR1ADiqCyhy0h+1pV9/tHoKDMQhKSysL7+XjUI8m55577uVWHy3l86txzx4wZU2E78+bNY9iwYRQUFPDJJ58wZ84cxowZw7Zt22p1B8+6detISUnh3XffZdy4cZ7y6667jjZt2pCcnMzixYtr3G5dUjKqARiGwRNXP0FeaR49o3ricpbyw+Yv+ObTjzm8O82rbturOtNucBD5rg2k53zgtS00tB+JiX8gIjyp6Q/E3C7Y/QFs+jsc/+5cuc0frr6vLBEVGI7pNjmYlsE36w9y6PvTXk2EJdrwb5PNz0e+ZvfWPK9tHTp0YMCAAbRr167pv1fnOZlbzIovD7J0834y8s+tJRbib+POAW24d1BbQgP9KDlwgBPvvU/Wu+/iOn3ufTNCYglOmoilZVfceW5KDp1LgFpDHQT1iyOobwzW4Ca+5piIiDQbp8/MirIEBhIy6qYGjkZEpOm42NviGqPJkyfz17/+lUWLFjF79uxK61V1C55pmtVeGPzXDMMgKSmJdevW8eWXX5KVleWZGQVls7eSk5PZsmULRUVFla4X1a5dO8+i5YMHDyYgIIDp06ezcOFC/vznP9c4rp07dwLQt29fr/LQ0FA6dOhAWlpaBXv5lpJRDaRdaDtyTp3gX2+9wXef//8UZGd5tlns0HlEPOGdsskr/ICM/PMSBNYg4mLHkpAwkeDg2i1m1qgUZMKON2B7CmSdN2XUEQJ974X+UyE4ivysYr7fsJ/vNx8l59S5tbNMi5OQjsUUB5zkx2MHYc+5Jvz8/OjZsyf9+vUjqhktbGqaJlt+zuDNbQf5ZNcxSl3nZoUlhAZw92/aMqHvZQS6S8n9ZC0HVr5HwfbtnjqGfyh+lyfh6DQUszQQAHfemT5mNQjoGkHglTH4dwrTrXgiItKolBw6RP4XmwBoOWY01uCgBo5IREQaUkJCAo899hg//PADkyZNqrRev379aNWqFZ988gkul8szO+ro0aN88803TJw4sdYxnF2Dav78+URHR3vdhpeUlERGRgYLFy701K2OadOmsWTJEubOncv9999f4TpYVYmPjwfKFk0//3a8jIwMfvzxR4YPH16j9uqDklENIO90Jp+99iI//992TPNMEsAwCW8HiQP8sbTYi8v9PXmF5/YJCupIq4Q7iI0djc0W3DCB16UjX8P21yDtPXCeSy4RGAH9p0Df+3D7hXBwdya7//Ut+7/LwHSXJV1M3LiCs7DHZZNZcJRT2S44t0Y3rVq14sorr6Rbt274+TWfGT0ZecWs2nGE5dsO8vN5t+IBdI0L4f6kdtzQLQbnzh1kP7OUI2vW4M4rmyFmBIRhi+2N4/LBGP7xgIF5bgkt7PFBBF0ZQ0DvaKxBzef2RRERqR/JycnMnDnT58fNevvtslv6gdBG8CQgERFpeHPnzr1gHYvFwvPPP88tt9zC6NGjmTJlCvn5+Tz11FP4+fnxxBNPeNU/O+Pp7KLjVTmbYFq1apXXLXEA3bt3JyIiglWrVpGQkEDHjh2rdU52u51nnnmGW265hQULFjB9+nQACgoK+Pjjj4GyRBPAxo0bOXXqFEFBQZ7Zb2PHjuWvf/0rU6ZM4fDhw/Tp04f09HTmz59PQUEBjzzySLXiqE9KRjWAgBYtSN+7BxMXwQn5xF9hJTghAze5mIDrTH7KZmtJTMwo4uLGEtKiZ9O/vSzvZFny6ZsVkL7Te1vk5XD1fZi9buP4ERc/fnCcff/3HYW5ZRkTt+Gk1HEawrMptJyi1FUCued2DwoKonv37vTp04eYmBjfnVM9Kyhx8smu46zeeYRNe0/hcp+bBeVns/C7HnFMvPoyuuYeIffjZRx4ZC3O48cBsIQk4Hd5EvZWV2Jp0apc29YIfwJ7RhHYKwp7rL5ZFhGR6ktOTiY5OZldu3bRvXt3nxzTXVxM1sr3AAi46kr8a/m4axERuTSNGzeOVatWMXv2bMaNG4fD4SApKYm3336b9u3be+rlnflCPy4urlrtdu3aldjYWI4dO+Z1ix6UJbUGDRrE6tWrGTJkSI3iHT9+PP369ePvf/87Dz30EC1btuTEiROMHz/eq15ycjIAiYmJ7N+/H4Dg4GC2bt3K7NmzWbRoEYcPHyY8PJwrrriCl19+mf79+9PQlIxqAG4zj65jSym17sewls0KOnsjnmHYiIhIIi52LJGRQ7FYar5YWaNSWgg/rIFv34F9n4F57qltGFboPBLzqns5Ze/Dvq9PsveDb8nNKHtPXJZiSgIyKQ3IpMRxumwWmQmcacLPz48uXbrQo0cP2rZt67UQXVNWVOpi095TfPTtUT7ZdZzCUpfX9naRQUy8KoFRtgz430/ITVnPgYMHwRaALaozjl7XYovpjiUwolzb1pZ+BJxNQCUEN/0Ep4iIXDJy1q7FlZUFQPhF3E4hIiJN1+TJk5k8efIF61W2JtLo0aMZPXp0lft+8cUXGIbBk08+We240tPTK922atWqSrcNGTIE0zQr3X529tNZbdq0qbL++WJjYz23BzZGSkY1AKs1GAL3Ypy5Pc0w7ISHX0N09A1ERV6L3R7asAFerMIs2Psp7FlT9rPEezFxQlvj6nYbR0LH8cs+k/2vnSLv9FeYuCj1y6akxWlKHKdx2QrO7XPm35ufnx8dOnSga9eudOrUqdnchpeZX8L674/z6e7jbNp7qlwCKjTQzpiOLbnJdZiY7zaR//hGMnPysIa1xRrZg4BBt2INa4thKZ+Qs8cG4t81goCuEUpAiYhIk3V6xQoArJGRtLj22gaORkREmqvU1FRuvfVWevTo0dChNGtKRjUAi8VOTMzvKC4+RnTUDURGDsduD2nosGrPNCHzZ/jp87JZUPs3gdvpXcXRkpy2v+eQ/0gOH2/JwTWnKSk6QKlfDqV+2ZSGZVPqlwNG+SxvUFAQl19+OZ07d6Zt27bY7U1/TSOny823R7L5195TbNp7kv87cBr3r0492OrmtuAcri04SNSubyle+SPWlokURXTEr/u9ZcknawXvhc3A0bYl/peHE9AlHFtEgG9OSkREpJ4Upu2i6JtvAQgdPw6jmXwZJSIijc/8+fMbOoRLgpJRDeTyTjOb9gyVvBPwyxfw8wb4eSNkHyxfxdqG9LB/47B5NQfTg8nelEOp/ShO+x5KA7NxtsyrMPlkGAatWrWiffv2dOjQgfj4+Fo/arOxcLlNfjyey/b9mfxr7ym2/JxBbpF3ws7hLKFP4VFGmifolrmf4CMZWALjsIS1xRoxmuAb4jCMit8HW3Qg/p3C8O8UhqNtCIa9edyyKCIiAnD6rbJZUVgshN1yS8MGIyIiIhdNyagG0qQSUW43nPwBDn8Jh7aX/Tz1o1cVl2kj09madEs/0m0DOZQfQU5xPs7sPJy2Hym152JGlVZyAIiKiiIxMZF27drRtm1bAgKa9myenKJS0g5n89WB03x14DQ7Dpwmt/hc8skw3STkZ9Dx9CEGlGbQp7SI0GIL1hYJWEPbY7lsMEabyr/1tcUE4mjXEkfbljjatMQaom+IRUSkeXJlZ5Pz0RoAWgwfhr2aC8qKiIhI46VklHhzlZYlmo59d+51dCcUZ3uqlLodZDo7csLZjsPuTqRb23DaaafUWoTTlo/LOIAZ+DMEVnwIi8VCTEwMiYmJJCYm0rp1a4KCmubT3EzT5GReMXuO5ZJ2JIe0o9mkHcnmQMa59a78XKVclnucIXkn6V5cSBfTJNbiwC8wCktEdyyBkVUew/Cz4Nc6BL/LWpS9EkOwBjX9WxVFRESqI2vVKsyisnU2w267rYGjERERkbqgZNSlqqQAMn8qSzyd2nvm549wcg+4SjBNKDZbkOmM46i7P+nuBE6ZUWQbwRRYLLithTgDCsFwA4erPFR4eDgJCQmeV2xsbJNb96nE6eZIViEHMvL5+WQ+e0/kse9ELj8ezyO7sBRMk7CSAroXZDGiuIA2LicJpkG01Y8g/5ZYgxIxQrte+EBWE3tcEI7Wodjjg/G7LBhbVCCGpQnNpBMREakjpttN1oq3APBr04bARvAoahEREbl4jS4ZlZeXx/Tp03nnnXfIzMykc+fOPP7449x6660X3PfEiRNMmzaNjz76iIKCAnr16sXTTz/N8OHDfRB5I2KaUHgactMhJx1yjkDWATh9oOxn1kHIO06uuwUn3AmccseSaUaSbfYjh2vJM/wpMqw4raW47SXgyYOUAJmVHtZu8yMyMoqEVnHExMR4Xg6HwxdnfVGKSl2kZxeRnlXI0ewijmYVkp5dyMHMAg6cKiAnq4CEkmISSwpp7Syhi8vFENMk3LDRwuaPvz0Ia0AMhqO6tw64Mfxd2GOCcLSLwh4fgl98ENYwfyWeREREzsjfsoWSAwcACLvtVowmvoakiIiIlGl0yaixY8eyfft25s6dS6dOnVi+fDm33XYbbrebiRMnVrpfcXExw4cPJysriwULFhAdHc2LL77I9ddfz2effUZSUpIPz6KOmSaUFkJhZlmSqfA0FGRCwSnIP4Ur9wTFORkU5WeRl5NPTp6bHGcAeWYI+QSTbwaRTwBFRiuKjTaUGAYuw41pcUOFY7qiSkMxMAhwBBPSoiWxcdHEt4olKjqKyMhIgoODG81aWCVON9mFpWQXlpCZX0pmfgmnC0rIyi0mN6uY/JxiirILsGTlYc8rIKiohEi3mzBMwk2D1hYrgRY7ATZ/7PZALJaW4EfZqwZMdz4Wfxe2cH/8WkfgaB+LPS4EW0QAhrVxvFciIiKN1ekVZQuXG/7+tBwzpmGDERERkTrTqJJRH3/8MZ9++qknAQUwdOhQDhw4wGOPPcaECROwWit+SlhKSgppaWls3ryZAQMGePbt1asX06ZNY9u2bT47j+o49a9/UlKQQ2lRPiWFRRQVlVBSXEpRsZPiEhfFJW6KS01KXFDiNig2bZRgpxQbpYYVJxachoHLALcRAoR4H6DST9ZVZVyGacFuDSDQEUSL4BBCw1oSGRNOQusYIiIjCAkJqfQzqA3TNClxuSl2uikudVNU7KSosJTiIhdFxU5KipwUF5VSUuSiuMiJq6AYZ0ExZkExZmEJFJVgKXZiKXFic7qwOd34uUwcGPhjwWGxEmLYiLDasVv9sFh+/cYEgy0YgmsRu7MY05mHYSnB4g/WUAf22Jb4tYnBv2MCtshgDLu+wRUREamN0vR08j5PBSDkdzdibdmygSMSERGRutKoklGrVq0iODiY8ePHe5XfddddTJw4kW3btjFw4MBK97388ss9iSgAm83G7bffzpNPPsmRI0dISEio1/hr4uVPDuCynJ8Ysp95/YoBXGTuxzANbG4/7NixYccPG3bDjsOw47DYcRg2Aqw2HBYrdveZg5WYkAHGSRfsOUG6eYJjbhNMs2yZKBMM88zfpnHmd7CYBoZZFrZhGhiABaOs3DDKfseCxTCwGBYshvXcT4sVw7AQAFTvWXq/es9sXHSPNksLMUvyMJ2FGEYpWF1Y/A0swXasoQHYo0KwxYXjaJeAvVU0ljpMzImIiMg5p99+u+yJvmjhchERkeamUSWj0tLS6NKlCzabd1g9e/b0bK8sGZWWlsagQYPKlZ/dd9euXVUmo06cOMHJkye9yvbt21ej+GvCgY2CC8xSArCaFuxYsZnWM6kkK35nfzet+GHDz7SV/Tzzu8O048COw7ThwI4VCwb1cEuYAfXRbG2YphucJZjOInAVn5m1VIRpOjHNUrC4MawmFoeB1WHFEmjHEuzA2iIAa1gQtvAQbNFh2GM6Yg0Px+JXw/vxRERELiHJycnMnDmz3to3S0rIenclAAG9ehHQrVu9HUtERER8r1ElozIyMmjXrl258vDwcM/2qvY9W6+m+wK89NJL9Tqo+rX+Re2x2mxYsWAzrdiwlP1+JvFkO/N7vSSRasE03eD1MjHdLjBdZ/52nSvzlLswTTem52fZviZuTNMs+4kb0zABs+ynBUwLZespWQ0Mm4HFbsXqZ8Xmb8Pqb8fub8cW5MAIcGAJcmAN8scI8scaGIElKOjcKzBAC52KiIjUg+TkZJKTk9m1axfdu3ev8/bzt2/HdWbsFjZRs6JERKTMkiVLuOuuuwBITU1lyJAhXttN06Rjx4789NNPJCUlsWHDBgA2bNjA0KFDK233/vvvZ9GiRTWK5Xe/+x0bN27k9OnTXhNqduzYQZ8+fYiNjSU9Pd1rn02bNjF48GAWLFjAww8/XC4ui8VCeHg4/fv3Z8aMGVx11VVe++/atYsXX3yRHTt28O2331JQUFDh+wCQk5PDvHnzePfddzl8+DBhYWEMHDiQ5ORkujWCL3kaVTIKqHIB7Astjn0x+06dOrXc7YH79u1jTD0tlhnSNgCz2AmGGwwTAJdh4AKKLWdSUEbZxCPTKLvFzTgzE6nsaWsGGCaGYcGwnDk/o2wHi9VSVt8ChsVSVmwxyn63lt0eZ1jAsFrK6lotWC2WssSP1YbVZsFis2C1WbHYyrYbVlvZca1WMCye3w2LBWy2sp9WK8aZF1YrWCyNZkFzERERaTqCr7mGdh/+D1kr36PF9dc3dDgiItLItGjRgpSUlHJJmI0bN/LTTz/RokULr/I+ffqwZcuWcu28/PLL/POf/+Tmm2+ucQxDhw5lzZo1fPXVV/Tv399TvmHDBoKCgjh27Bg//PADnTt39tp2dt/zPfPMMwwdOpTS0lJ27NjBzJkzSUpKYufOnXTs2NFT76uvvmL16tVcccUVDB8+nA8//LDS+EaNGsVXX31FcnIyV111FYcPH2bWrFkMGDCA7777jsTExBqfc11qVMmoiIiICmcwZWZmAlQ486ku9gWIjo4mOjq6JuFelN5TRvnsWCIiIiJNjaNjR2KeeLyhwxARkUZowoQJvPnmm7z44ouEhJx7mFdKSgoDBgwgJyfHq35ISIhXwgjKZlH9/ve/JzExkREjRtQ4hrMJpQ0bNpRLRo0ePZrU1FRSU1PLJaMiIyPLzSru2LGjp41BgwYRGhrKpEmTWLZsmdcdXHfccQeTJk0CYOXKlZUmo/bt28cXX3zB9OnTeeyxxzzlHTp0YODAgbz//vv86U9/qvE516VGdQ9Tjx49+P7773E6nV7l3333HUCV08B79OjhqVfTfUVERERERESkabjtzIMtVqxY4SnLzs7mvffe4+67765WG6mpqfz888/cddddWGqxvEvv3r0JCwvzzHYCcLvdbNq0iSFDhpCUlERqaqpnW0lJCVu2bGHIkCEXvIPo7O15x48f9yqvbpx2e9mDvlr+6km0oaGhAPj7+1ernfrUqGZG3Xzzzbz66qu89957TJgwwVO+dOlS4uPj6devX5X7Tp06lW3btnnqOZ1Oli1bRr9+/YiPj6/3+EVEREREREQaox9/fIrcvO8bOgwAWgR3oVOn/6/W+4eEhDBu3Dhef/117r//fqAsMWWxWJgwYQL/9V//dcE2UlJSsFgsnjWoaspisTB48GA+++wznE4nNpuNnTt3cvr0aZKSknC5XMyYMcNTf+vWrRQWFla5dtVZv/zyCwCdOnWqVWyJiYmMHj2a559/niuvvJK+ffty+PBhHn74YVq3bs2tt95aq3brUqNKRt1www2MGDGCKVOmkJOTQ4cOHVixYgXr1q1j2bJlWK1WAO655x6WLl3KTz/95LnP8e677+bFF19k/PjxzJ07l+joaF566SX27NnDZ5991pCnJSIiIiIiItKgcvO+JytrW0OHUWfuvvtuhg4dyq5du+jWrRuvv/4648ePL7deVEWysrJ4//33GTFiBK1bt651DEOHDuWDDz5g+/btDBgwgA0bNhAXF0enTp1wuVycOHHCE19l60VB2Ywqp9PpWTPq0UcfpWvXrtWe5VWRd999lwceeIBhw4Z5ynr27MnGjRsJCwurdbt1pVElowDef/99/vKXv/DXv/6VzMxMOnfuzIoVK7wydy6XC5fLhWmanjKHw8H69euZNm0aDz30EAUFBfTu3Zu1a9eSlJTUEKciIiIiIiIi0ii0CO7S0CF41EUsSUlJtG/fntdff53Jkyezfft2nnvuuWrt++abb1JUVMS99957UTGcv27U2WTU2fxDly5diI6OJjU11ZOMiomJoUuX8ud+/p1hAHFxcWzevNlzW11tTJkyhVWrVvH888/Tp08fjh07xvz58xk2bBipqalawPzXgoODWbBgAQsWLKi0zpIlS1iyZEm58piYGJYuXVqP0YmIiIiIiIg0PRdzW1xjZBgGd911F//93/9NUVERnTp1YtCgQdXaNyUlhaioKEaPHn1RMfTo0YPIyEhSU1P5z//8TzZt2sScOXM82wcPHsyGDRu477772LJlC2PGjKmwnXnz5jFs2DAKCgr45JNPmDNnDmPGjGHbtm04HI4ax7Vu3TpSUlJ49913GTdunKf8uuuuo02bNiQnJ7N48eIat1uXGtUC5iIiIiIiIiIi1TF58mROnTrFokWLqr32044dO9ixYwd33nmnZ6Hv2jIMg6SkJDZv3syXX35JVlaW151ZSUlJbNiwgS1btlBUVFTpelHt2rXjqquuYvDgwTz99NPMmjWLb775hoULF9Yqrp07dwLQt29fr/LQ0FA6dOhAWlpardqtS0pGiYiIiIiIiEiTk5CQwGOPPcaoUaOYNGlStfZJSUkBytairgtDhw4lPz+f+fPnEx0d7XUbXlJSEhkZGZ6kUnUWLweYNm0aHTp0YO7cueTm5tY4prMPcNu6datXeUZGBj/++COtWrWqcZt1TckoEREREREREWmS5s6dy+rVq4mLi7tg3aKiIpYvX87AgQMrXLvpLMMwGDJkSLWOfzbBtGrVqnLrVXfv3p2IiAhWrVpFQkICHTt2rFabdrudZ555hoyMDK8ljAoKCli5ciUrV670JJo2btzIypUrWbt2rafe2LFjSUxMZMqUKTz33HOkpqayfPlyrr32WgoKCnjkkUeqFUd9anRrRomIiIiIiIiI1LX333+f06dPV7lweV5eHkC1klsAXbt2JTY2lmPHjpVLRhmGwaBBg1i9enW1k1tnjR8/nn79+vH3v/+dhx56iJYtW3LixAnGjx/vVS85ORmAxMRE9u/fD5Stxb1161Zmz57NokWLOHz4MOHh4VxxxRW8/PLL9O/fv0ax1Aclo0RERERERESk0Zs8eTKTJ0++YL3K1kSaOHEiEydOrHLfL774AsMwePLJJ6sdV3p6eqXbVq1aVem2IUOGYJpmpdt/fZtdmzZtqqx/vtjY2FqvOeULuk1PRERERERERARITU3l1ltvpUePHg0dSrOmmVEiIiIiIiIiIsD8+fMbOoRLgmZGiYiIiIiIiIiIzygZJSIiIiI1kpycjGEYdO/evaFDERERER+o7lpV1aVklIiIiIjUSHJyMqZpVrpArIiINAzDMHA6nXWeOJBLm2mauFwuDMOoszaVjBIRERERERFpBoKDg3G5XKSnp+N0Ohs6HGkGnE4n6enpuFwugoOD66xdLWAuIiIiIiIi0gyEhYVRUFBAdnY22dnZ2Gw2LBZLnc5okUuDaZq43W5PUjMwMJCwsLA6a1/JKBEREREREZFmwGaz0bp1a3Jzc8nJyaG0tFS37EmtGIaBzWYjICCAkJAQWrRoUadJTSWjRERERERERJoJwzAICQkhJCSkoUMRqZTWjBIREREREREREZ9RMkpERERERERERHxGySgREREREREREfEZJaNERERERERERMRnlIwSERERERERERGfUTJKRERERERERER8xtbQATRmxcXFAOzbt6+BIxEREZGGdHYscHZsIGU0VhIRERGo+VhJyagqHDp0CIAxY8Y0bCAiIiLSKBw6dIg+ffo0dBiNhsZKIiIicr7qjpUM0zRNH8TTJGVlZbFx40Yuu+wyHA5HhXW6d+9OWlpapW1Utn3fvn2MGTOG1atX06FDhzqL2ZcudO6N+VgX015N961J/erUvVT7nC/7W30cT31Ofc6Xx/Nlf6vJPvXZ36B++1xxcTGHDh0iKSmJ0NDQOm27KdNYqXJN+Rpyse3p/62G0ZT73MW2VV99rq7qqc81vuNdimOl+u5vNR0rKRl1kQzDoKq3sLLtu3bt8nSSbt261WeI9eZC596Yj3Ux7dV035rUr07dS7XP+bK/1cfx1OfU53x5PF/2t5rsU5/9DZp+n2uudA1pmsfT/1vqc7483sW2VV99rq7qqc81vuNdimOlxtbftID5RZoxY8ZFbW/KfHludX2si2mvpvvWpH516l6qfc7X56U+V/066nON73i+7G812Uf97dJ0qX6mTfkacrHt6f+thtGU+9zFtlVffa6u6qnPNb7jaazU8DQzqoE0tqykNH/qc+Jr6nPia+pzzYs+T/E19TnxNfU58aXG1t80M0pERERERERERHxGyagGEhUVxYwZM4iKimroUOQSoT4nvqY+J76mPte86PMUX1OfE19TnxNfamz9TbfpiYiIiIiIiIiIz2hmlIiIiIiIiIiI+IySUSIiIiIiIiIi4jNKRomIiIiIiIiIiM8oGSUiIiIiIiIiIj6jZJSIiIiIiIiIiPiMklEiIiIiIiIiIuIzSkY1QS+88AJXXHEFdrud5OTkhg5HmpGTJ09y4403EhQURKdOnfj0008bOiRp5nQ9E18qLi7m7rvvpnXr1oSEhNC/f382b97c0GFJHdN1ReqTxkria7qmiS/5cqykZFQTlJCQwKxZsxgzZkxDhyLNzAMPPEBsbCwnT57kb3/7G7fccgsZGRkNHZY0Y7qeiS85nU7atGnDv/71L7KyspgyZQo33XQTBQUFDR2a1CFdV6Q+aawkvqZrmviSL8dKhmmaZp23Kj5x77330qpVK2XIpU7k5eURHh7Ozz//TKtWrQAYMmQId955J3fffXcDRyfNna5n0lDCw8NJTU2lV69eDR2K1DFdV6SuaawkDUnXNGko9TVW0syoWsrNzWXatGlcd911REVFYRhGpReGvLw8/v3f/534+Hj8/f3p3bs3b731lm8Dlmanrvvg3r17CQ4O9gyuAHr06MGuXbvq8zSkCdF1T3ytvvvcnj17KCwspH379vUQ/aVN1wtpDDRWEl/TtU98rSmPlZSMqqWMjAz+8Y9/UFxcfMEpk2PHjmXp0qXMmDGDtWvX0rdvX2677TaWL1/um2ClWarrPpiXl0dISIjXfiEhIeTl5dVH+NIE6bonvlaffa6wsJA777yT6dOnExwcXA/RX9p0vZDGQGMl8TVd+8TXmvRYyZRacbvdptvtNk3TNE+ePGkC5owZM8rVW7NmjQmYy5cv9yofMWKEGR8fbzqdTk/ZsGHDTIfDUeHr8ccfL9f2PffcU+Ex5dJQ133w66+/NsPCwrzqPPjgg+Z//Md/1M8JSJNTH9e9s3Q9k4rUV58rKSkxb7zxRvPOO+/0tC91S+MkaQw0VhJf01hJfK0pj5U0M6qWDMPAMIwL1lu1ahXBwcGMHz/eq/yuu+7i6NGjbNu2zVO2fv16ioqKKnzNmTOnzs9Bmra67oMdO3YkLy+Pw4cPe+qkpaXRrVu3ug1cmqz6uO6JVKU++pzb7ebOO+/EarWSkpJSrfal5jROksZAYyXxNY2VxNea8lhJyah6lpaWRpcuXbDZbF7lPXv29GyvKafTSVFRES6Xy+t3kYpUtw8GBwczevRokpOTKSws5KOPPmLnzp3cdNNNPo9ZmraaXPd0PZO6UJM+d//995Oens7bb79drr74nsZJ0hhorCS+prGS+FpjHCspGVXPMjIyCA8PL1d+tqw2j4J9+umnCQgIYMmSJcyePZuAgADeeOONi45Vmqea9MGXXnqJo0ePEhERwZ/+9CfefvttIiMjfRarNA816XO6nkldqG6fO3DgAK+99hrbtm0jMjKS4OBggoOD2bRpk0/jlXM0TpLGQGMl8TWNlcTXGuNYSV8J+kBV09pqM+UtOTlZj/SUGqluH4yKiuLjjz/2RUjSzFW3z+l6JnWlOn0uMTER0zR9FZJUk8ZJ0hhorCS+prGS+FpjGytpZlQ9i4iIqPBbvczMTIAKs5MidUl9UHxNfU58TX2u6dJnJ42B+qH4mvqc+Fpj7HNKRtWzHj168P333+N0Or3Kv/vuOwC6d+/eEGHJJUR9UHxNfU58TX2u6dJnJ42B+qH4mvqc+Fpj7HNKRtWzm2++mby8PN577z2v8qVLlxIfH0+/fv0aKDK5VKgPiq+pz4mvqc81XfrspDFQPxRfU58TX2uMfU5rRl2EtWvXkp+fT25uLgC7d+9m5cqVAIwcOZLAwEBuuOEGRowYwZQpU8jJyaFDhw6sWLGCdevWsWzZMqxWa0OegjRx6oPia+pz4mvqc02XPjtpDNQPxdfU58TXmmyfM6XWEhMTTaDC1y+//OKpl5ubaz788MNmbGys6efnZ/bs2dNcsWJFwwUuzYb6oPia+pz4mvpc06XPThoD9UPxNfU58bWm2ucM09RjZURERERERERExDe0ZpSIiIiIiIiIiPiMklEiIiIiIiIiIuIzSkaJiIiIiIiIiIjPKBklIiIiIiIiIiI+o2SUiIiIiIiIiIj4jJJRIiIiIiIiIiLiM0pGiYiIiIiIiIiIzygZJSIiIiIiIiIiPqNklIiIiIiIiIiI+IySUSJSI0uWLMEwjApff/7znxs6vGZp1qxZdO3aFbfb7SkzDIMHH3ywwvorV67EMAw2bNhQo+PccccdjBkz5iIiFREREY2VfE9jJZGmx9bQAYhI07R48WI6d+7sVRYfH99A0TRfR48e5dlnn2XJkiVYLPX7/UFycjKdO3fm888/Z9iwYfV6LBERkeZOYyXf0FhJpGlSMkpEaqV79+5cddVV1apbWlqKYRjYbLrk1NSCBQsIDQ1l7Nix9X6s9u3bc/311zN37lwNsERERC6Sxkq+obGSSNOk2/REpE5t2LABwzB44403ePTRR0lISMDhcLBv3z4APvvsM4YPH05ISAiBgYFcc801rF+/vlw7a9asoXfv3jgcDtq2bcvf/vY3kpOTMQzDU2f//v0YhsGSJUvK7W8YBsnJyV5le/fuZeLEiURHR+NwOOjSpQsvvvhihfGvWLGCv/zlL8THxxMSEsK1117Lnj17yh1n3bp1DB8+nJYtWxIYGEiXLl2YM2cOAG+88QaGYbBly5Zy+82aNQu73c7Ro0crfS9LSkpISUlh4sSJF/VN39n3qbLX+e644w4+++wzfvrpp1ofT0RERCqnsZLGSiKiZJSI1JLL5cLpdHq9zvfEE09w8OBBFi1axIcffkh0dDTLli3juuuuIyQkhKVLl/LOO+8QHh7Ob3/7W69B1vr16xk9ejQtWrTgrbfeYv78+bzzzjssXry41vHu3r2bvn37kpaWxnPPPcdHH33EjTfeyMMPP8zMmTPL1X/yySc5cOAAr732Gv/4xz/Yu3cvo0aNwuVyeeqkpKQwcuRI3G635zwffvhhDh8+DMCECROIjY0tN4hzOp288sor3HzzzVVO19+2bRsZGRkMHTq0wu2maZb7DJxOp9d6CQBxcXFs2bLF6/U///M/hISE0KVLF6+6Q4YMwTRNPv7446rfUBEREamSxkoaK4lIFUwRkRpYvHixCVT4Ki0tNVNTU03AHDx4sNd++fn5Znh4uDlq1CivcpfLZfbq1cu8+uqrPWX9+vUz4+PjzcLCQk9ZTk6OGR4ebp5/2frll19MwFy8eHG5OAFzxowZnr9/+9vfmq1atTKzs7O96j344IOmv7+/mZmZaZqm6Yl/5MiRXvXeeecdEzC3bNlimqZp5ubmmiEhIeZvfvMb0+12V/p+zZgxw/Tz8zOPHz/uKXv77bdNwNy4cWOl+5mmac6bN88EzGPHjlV4fhd6paamVthufn6+efXVV5txcXHm/v37y21PSEgwJ0yYUGVsIiIiUjGNlTRWEpEL08woEamVf/7zn2zfvt3rdf46B//2b//mVX/z5s1kZmYyadKkct9MXX/99Wzfvp38/Hzy8/PZvn07Y8eOxd/f37N/ixYtGDVqVK1iLSoqYv369dx8880EBgZ6HX/kyJEUFRWxdetWr31uuukmr7979uwJwIEDBzznk5OTw9SpU8tN3z7flClTAHj11Vc9ZS+88AI9evRg8ODBVcZ99OhRDMMgMjKywu233HJLuc9g+/btzJs3r9I2XS4XEyZM4Pvvv+fjjz8mMTGxXJ3o6GiOHDlSZWwiIiJSNY2VNFYSkcpphTwRqZUuXbpUuShnXFyc19/Hjx8HYNy4cZXuk5mZiWEYuN1uYmNjy22vqKw6MjIycDqdLFy4kIULF1ZY59SpU15/R0REeP3tcDgAKCwsBODkyZMAtGrVqspjx8TEMGHCBF555RUef/xxdu3axaZNm3jllVcuGHdhYSF2ux2r1Vrh9qioqAo/g/3791fa5h//+EfWrVvnWWeiIv7+/p7zFBERkdrRWEljJRGpnJJRIlIvfv0N2NlvrBYuXEj//v0r3CcmJsbzNJljx46V2/7rsrPfBhYXF3uVZ2RkeP0dFhaG1Wrljjvu4IEHHqjw2G3btq3ibMqLiooC8Kx5UJVHHnmEN954gw8++IB169YRGhrK73//+wvuFxkZSUlJCfn5+QQFBdUovookJyfz2muvsXjxYq677rpK62VmZtKmTZuLPp6IiIhUTmOlczRWErn0KBklIj5xzTXXEBoayu7du3nwwQcrrefn58fVV1/N+++/z/z58z2DqNzcXD788EOvujExMfj7+/Ptt996lX/wwQdefwcGBjJ06FB27NhBz5498fPzu+jzGThwIC1btmTRokXceuutVU4/v/LKKxk4cCDz5s0jLS2NP/zhD9UaMHXu3BmAn376yTP1vbZSUlKYOXMms2bNYvLkyZXWczqdHDp0iJEjR17U8URERKRmNFbSWEnkUqJklIj4RHBwMAsXLmTSpElkZmYybtw4oqOjOXnyJN988w0nT57k5ZdfBuCpp57i+uuvZ8SIETz66KO4XC7mzZtHUFAQmZmZnjYNw+D222/n9ddfp3379vTq1Ysvv/yS5cuXlzv+ggUL+M1vfsOgQYOYMmUKbdq0ITc3l3379vHhhx/y+eef1/h8nnvuOe69916uvfZa7rvvPmJiYti3bx/ffPMNL7zwglf9Rx55hAkTJmAYBlOnTq3WMYYMGQLA1q1bL2qAtWXLFv74xz9yzTXXMGLEiHJrPpz/7eu3335LQUFBpU+lERERkfqhsZLGSiKXEiWjRMRnbr/9dlq3bs2zzz7L/fffT25uLtHR0fTu3dvrG6gRI0awevVqpk+f7nnk79SpUyksLCz3aOHnnnsOgGeffZa8vDyGDRvGRx99VG7qdNeuXfn666956qmnmD59OidOnCA0NJSOHTvW+pute+65h/j4eObNm8e9996LaZq0adOGSZMmlas7ZswYHA4HQ4cOpWPHjtVq/7LLLmPQoEF88MEH/OEPf6hVjAB79uzB6XTyv//7vwwYMKDcdtM0Pb+vXr2ayMjIKqemi4iISP3QWEljJZFLhWGe/y9LRKQRS05OZubMmTTFy9aHH37ITTfdxJo1a2o0oHvvvfeYMGECBw4cICEhoR4jLHt6TIcOHZg4cSKzZ8+u12OJiIhI3dNYSWMlkabC0tABiIg0Z7t372bt2rU8+uij9O7dmxtuuKFG+48dO5a+ffsyZ86ceorwnGXLlpGXl8djjz1W78cSERERAY2VRC5VSkaJiNSjqVOnctNNNxEWFsaKFSuqXLyzIoZh8OqrrxIfH4/b7a6nKMu43W7efPNNQkND6/U4IiIiImdprCRyadJteiIiIiIiIiIi4jOaGSUiIiIiIiIiIj6jZJSIiIiIiIiIiPiMklEiIiIiIiIiIuIzSkaJiIiIiIiIiIjPKBklIiIiIiIiIiI+o2SUiIiIiIiIiIj4jJJRIiIiIiIiIiLiM0pGiYiIiIiIiIiIzygZJSIiIiIiIiIiPqNklIiIiIiIiIiI+Mz/A/NdlJsyMW1NAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [], + "cell_type": "code", + "outputs": [], + "execution_count": null } - ], - "source": [ - "fig, axes = plt.subplots(\n", - " ncols=2,\n", - " sharex=True,\n", - " sharey=False,\n", - " subplot_kw={\"xscale\": \"log\"},\n", - " figsize=(10, 6),\n", - ")\n", - "\n", - "for m in motions:\n", - " osc_resps = m.calc_osc_accels(osc_freqs)\n", - " for ax in axes:\n", - " ax.plot(\n", - " osc_freqs, osc_resps, label=f\"M{m.magnitude}, {m.peak_calculator.ABBREV}\"\n", - " )\n", - "\n", - "axes[0].set(ylabel=\"5%-Damped, Spectral Accel. (g)\", yscale=\"linear\")\n", - "axes[1].set(yscale=\"log\")\n", - "plt.setp(axes, xlabel=\"Frequency (Hz)\")\n", - "\n", - "ax.legend()\n", - "fig.tight_layout()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 4 + ] } diff --git a/examples/example-11.ipynb b/examples/example-11.ipynb index b79f214..8453a6d 100644 --- a/examples/example-11.ipynb +++ b/examples/example-11.ipynb @@ -123,7 +123,7 @@ "outputs": [ { "data": { - "image/png": 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HvFTgmC98WHJDRETUMBjQE7kw14bXlzgn1u1aQbVtW+kwKdax5Mb5HHbH9BKas8sNERFR42BAT+QilXNi/ZTceJ0U63RHQd7RRrJd1Jyh91Jywxp6IiKixsCAnsiFW694/8eLS0bJjTnYdgq+PZfcmGJxTxl6drkhIiJqFAzoiVzIF15KPFgVg3j3Ljfxr4O2fejt93E6nmw88e3819AzQ09ERNQ4GNATuZBntetzvPjXsg4zIrsaemPJjfEYTiU3nttWWmro3V8w21YSERE1Dgb0RC5kMXciCy/J9nWvoffS5ca4j3PJjfM5vI5LxlxyYw7wRR/+sBPzv9/p+xxERERkFWrsARA1dbIAuR7xvOF4bsexmxRr7EPvvctNwjX0CZTc2HUHWrx+Dy6a/TUA4KM/jEav9vnuByciIiJbzNATuZDFsk4Z7JpwFJ+v3Y3Kmojr8dx63IvnEReWciy5cRib17sNicwRsLatlB/jxSWb9a8X/1zi+zxERERkxICeyIXf8pO73v4e055cjKtf+Nb1eG7HFp8OBW0mxZoS4U6dc2SBuqzU3XyhkcjCUuYAXyYUUFy3ISIiImcM6IlcyCpHnALxf3+5EQDwvk2NuBj3uratFJ43drmxH4tT8O29ht74by+TYs2TYO0y9HalQ0RERJQYBvRELmTBbLJq6P20rQwYutzY1+E7ldx4La9JpG2lOatfa1NDLwb0bIRDRERUfwzoiVwkvcuNEMT66nJjk6E3B/B+F5byVHLjOMoYy6RYmwx9wBDQM6InIiKqLwb0RC7q04deVkfur4Y+9ryiGCfFGsp2fHS5cbs4qaqN4LM1u1FeHZaOw0l12DgJ2K6GXrwwcZsUnK7KqsPYU1bd2MMgIqKDBNtWErmQxrJqLGDdV1mLdvlZtvtWh6MIBY3XzcYaeudza9sGFAVCHOzY+tJvhl587L53V+OZzzdYtvESdlfVmmrobYJ1Q8lNM4znS8prcPIDH2NfRS0+uHY0erbLa+whERFRM8cMPZELuyD4nCcW4ci75+OLtbtt960JWyN2MeB2WylWO3dAgTGgdxifcx96yWPCg7JgHvBWQ+85Q9/MS27eXL4Nu8tqEI6qeG/VjsYeDhERHQQY0BO5kMWy1eEolmzYi6gKXPqfb2z3lQXs/laKjf1fURQoik3bSktA7zdD7zgEz6rNGXoPXW7stklnYrefnQeqGnEkRER0sGBAT+RCVsJSVRvPRpea6s1FsraU4kNumW9VzNAbHhfPYT6+vz70nib4etikzPQ+2K0UK84FkN3BSHfi26mAffaJiCj1GNATuZBlsCtr5avAmpkXW4odTyi58bhSbEBRbFeKNQfpfvvQe4vn3TfaX1lr+LddlxtxvDXNsG+lWHqUGeKvWCIiSj3+tSFyIQt4vQb0soDdaVEoM7tJscayHfM+PttWeojovQT95TXGDL1dOY14kdMcM/SlVfH3IcjfsERE1AD454bIhSwIrqrxFtC7dZXx2odecSq58TMp1ueqt/r5XLcAIuY+9DYlN+JFjnl12eZALD2S3aEhIiJKNgb0RC5k8W6VUFYhTvI0cyu5KS517lWuGjL08pKb+mboPZXceNjI/FrtSm7EMTTHDL3YvlM2h4KIiCjZGNATuZAFs5U18aDNKaCXBXTi4ZZs2It3V26339+ubaWhD339Vor1EnR6ytCbjmOXfRcD/xeWbPZw5PQi1tAzQ09ERA2BAT2RC1lMJna5yahHhh4ALntuqcO545Nik1JyI3kuWTX05uPYBbPmC4jmlqWvFl5Pc10Jl4iImhYG9EQuZB1exEmxThl6WUBnfshLVxrF1OXGcVKsQxCZaB96ty43qqomlKEHgOIy57KjdCNe7DFDT0REDYEBPZELWUwmZmH9B/TegzzVtuTG/nhOR5eV43ipj3eruZG9TtsaetO21R47BqUL8bPBGnoiImoIDOiJXMgCXjH7LE5WNZOVs/gpw9AaxThNijWfwnlSrOyx+gedsky0bZcb0/maWy96MaBnhp6IiBoCA3oiF7J4t9Zj3Xc4ouLFJZvwyU/Fjsez42VSrCVD79i2UnaB4T4OtyHLLgq89KEHgAOV9ivtan7YfgB/e/9H7Nhf5bptYxPvOLCGnoiIGkKosQdA1NRJg1WPEz5fWLIJry7dCgBYeutYfLdlHz5bu9vHuWP/V3xNivWXofdScqOqse3s7kb4ydCb36NfPf4lfr73VMc7HeNnfQoA+OSnYrxx5S9cx9uYmKEnIqKGxgw9NVv7K2tx4bNLMPOd1fU6jizeDXuc8KkF8wCwbV8lLnhmic9z12XoAzBMihUnqVr70Lsfz7i9e9D57aa9OOLuD3Hnm99LnzcvKgXY19DLgtztHjPvy7fs97RdYxIz9KyhJyKihsCAnpqtf3y4Bh+t3oV/frwOa3aWJnwcWcBrl3l1KrFIpPzC0LZSER+Pf20O0v3X0LuP47LnlmJ3WTWe/vxn6fOyuQJ2XW5kQa64umq6qzJk6JvX/AAiImqaGNBTs7V6xwH96231qL2WBbx2vdOdArhKm24uDk1y9HPH+tALGXrVuk38OX9tK/1eaIgLJzkdw7YPvWQM1bX275unLjxNCGvoiYiooTGgp2YrFIh/vCP1ypT66ODiEMBV2QT0jivN1gWzinlSrKHkxpShd3ipsky634C5tMqaTZfW0NuU3Mgell0kaKocgv2miAtLERFRQ2NAT82WGHQ7Tbh0I4vJasPxB8WA2CmAs+v64hTQq2KGXtKHXlVVX20r5TX0tptLVdZIMvTCa8sMxX6t2JXcyMZQ7dA1KJ3KccKRqOHihpNiiYioITCgp2ZLzFTbZYu9kLattAlWnQL6ihp5YBp0uNgwtK00lNyotmNziiFl2Xu/fehlwbeY+c/PijXPKqsOe56Ea1fCBADlaRTQmy/amKEnIqKGwICemi2h4sa2K40XXtpWVtVG8J8vN+Dbzftsj1MhyWwD3kpuAopiqLXXhiQbm98aer8Bvax0SCxp6tYmF0Ds9ZaU10i2lWXo7Utu0ipDb7piYoaeiIgaAvvQU7MlZrTt+sZ7Ie1yY1op9sH5a/DPj9c5Hscu0xwK2l9XG/rQC5n8qGr8v2wfp+MZHvN5rSPL0IuBa892eVhWd2GzeW8l2uZnuY7BqeQmnTL05jtBbm0rv992ALWRKIZ2LUjhqFLrxv9+h40l5XjonOFo3yLLfQciIko6Zuip2RIrWeqToZcxl1a4BfOAvPYcMPaXN1MNJTfC43WTYv1m3BPtQy+qlmbo48fo0TZP/3rL3gpPY3AM6G1KlZoic0be6UJyV2kVTn/4M0x85HP9AiiZqmojuPDZJfi/p79yLGmqj+37K/Hi15uxaH0J/vTqipScg4iI3DGgp2ZLzGjXp4ZeWnIjXCBEVRUZQfdJt3bBnTlBXxuJYn9lbd2xY4/ZT4r1Nt74c9bHZJ1vzMRyH2kNvXDgNnkZ+tey7Lq85MYpQ29fjtPUmEtunDL0yzbt09+Lhz5ck/SxPPXZz/ho9S588lMxPvmpOOnHB4AyoePRt5v2puQcRETkjgE9NVtiEFpbj7aV0pVio8bWhGKLTDt2dwnESbHRqIrTH/oMR9w9Hz/uKDVOilWsk2L9ZtflNffu+4llQbIaejEznZcVEra1vmZpyY1NS08gzUtuHN7cgKGEKvm19hv3lOtfF5dVJ/34gPH7y/kCRESNhwE9NVtizrx+GXrrY2LbykjUW4beruOJ+OiPO0uxekcpasJR/PHV7ww19LH/G/fxW3LjtL3TZNqQcHXklqE3BvTWQL1Zt600fY8bs8tNhnARluySM01VmItoERE1BQzoqdkSM6B2bSa9kLZZjBgzkwGn5V6F7WTEQEg8V2VNxFBDH/t/7Au9y42sDaXDSxVfinZMpwm2GjGgl3e5sbatBOSr48pKfJzbVsaP4eXCqTGZFzBzurhK1joJdsSA3m4NhPoSPwsefgSIiChF2OWGmi3DpNj6ZA9dSm6iUdW1mwlgn8EUH1dgjIrEtpWx542P+83Qi+cKBQKoiUT1sTvtJwaHsmz6rtJqw7aZwdixxZKM5xdvwq7SKlTUBehj+rbHgh+LbY+pSadJsX760Du9Zn/njOLCZ5cgqqp4+oIjkBUKAkh9SQ9gLLlx6tZERESpxYCemjFxUmxyM/RiCU84qspifgvbxaiE44ul+Koaz7YHfJTcaA9Foqqlx724fTCgABHniwNNKGifoS8pr8FVc781HDcrQwvoY9tuLqnATa8Zu6BkBANokRVCaXXYsQ+9WF/f1Ou0zQG803CrJfMLEvHa0q34dM1uAMDLX2/BeUd1T8pxvTBm6JmiJyJqLEypULMlxhf1KTmQ1tCbgnMv9cN2dfyRiDxDr0LVg2zttSjmkhubLjdfrtuDYXe+jxlvrDQ8J8bsWpAer6G3H7s46decWX77u22GfwcDCnIygnXbxgK+3ZJJmQFFQUYodlynkhsxiI9d5DTdoN78uXC6SKpOUl37ln2V+tfb98e/Fj//2udzd1m141wJv8SAPsSaGyKiRsOAnpotMXAxtxP0dRxJ/t18geClRt+2hl4YZ9TwdTzINpfcqHoQLiu5AX475xuUVoXx7y83GrYRj68FYNqwvMZ55gx9hqnUIhRQkF0X0Gu992WBbTCg6GNwuiAy79uUs/Tm1+FYcuPQ2cePoKH7UfxxMbyujUTxxrKtGHHXfFz9wrKknBcAqoQLMacVj4mIKLUY0FOzJQZ+ye5yYy7h8XIHwO6iQhxnxJCNjmfotQS5PinWYWxRVdX72APAvopa4bn4dsG6g3qpoRfHZZ7oah5DMKDok1e13vs1YeuxFSV+MeD0/vkJkhub+XU43U2oSVKGXryesjtbbUTVA/n/Ld9ms5V/4kWJh86tRESUIvwVTM2WGPjVq8uHtMuN/+PZZZajdgE9JJNiFeM+8hp642M1pkWwNPEMvXtAL47d3FvevF8ooOglOlo5kSx4DQYUvezH6Q6Kedf63G1JNcvFh1PJjfA+1qcMRrGZ/Bo2fP6N71myVo41ltzwzwkRUWPhb2BqtiKGQLk+k2KtjyUSVNoFbRGbICyoKNY+9NqxtH0lgzM/JAZz4hjiNfTy/YzHFAN651KRgCRQr5UEkAFF0cs0nMpozN+7Jp2ht4zVflvxIqc+2XrZCsKA8ftuDuhl7UQTIVs4jIiIGh4Demq2DBn6egSBbl1uEhmPSJzoKW4TUBT3PvQe2lYa+9zHHw8GzJNi7V+TGBCaA3rzXiGhNl4L1GVzDBQFyKjL6jp1ITK/1U26ht40WKf3VMzQ1ydjLn4Wxe+1+Lj5DlUqMvT1WeuBiIjqhwE9NVuGDH09Sm5kMVkiwYvTLlqWXsz8BwLxDL3eElBfDMp6AaCxZujdJsW6d7kRy4IsNfSmE8ZKabRA3aHkRhEy+Q7fH/Pxm3KG3nznxqnkpiYSfx/rF9DH9zVexNpn6JNVvy+uFMuAnoio8TCgp2ZLDKbMpRB+yLLgiQQvXiadigFZMCDW0MceM/cR8VJDb5eh1yakam+N4/hMK9iKzBnzUCAglNLEDi4L2AOKNZMvYw6Sm3KG3tfCUkKGvj6LTInzOWoMZTYNUUMvrJicotVoiYjIHQN6arbsyg+SIZGY0im4054Lm0puzDX0gYBWcqNdAFiP9ewXGwz/tquh17L+8Umx3sZuLrkx17gHAvHsv/a+y+YcBALx1UX9TIqtz92WVLMsLOVxpdhkZeirDQG2PLiv7/lE4mchWVl/IiLyjyvFUrNlnBSb3Br6ZB9HC+QNi0wpClQ1FiSZM/Tay5G9ri17Kw3/3rG/Cg9/tBYje7WRLiylPeZU7+3UtlKWoY8H6lrJjXOG3qkLkbUPfXIDR1VV8c3GvejSOhcdW2XX61jWhaXstxWD6h0HqpJyzmpDCYyQuQ+nPkPPkhsiosbDDD01W8a2lcntcpMIx8WTtIBeCF6DiqxtpdaHXsuquw9u7leb8O6qHbjjze8NgaNWFhPxkKEXnzMH8OaMeTCgoO5aIX7nQfL+B4Qaei93L+z+XV/vf78TZ//zS5z56Of1Dkp9ta0Ugu+Kmghe/3ZrQucUJ3yLWX/xwqesOmzYJ2k19MLFXRPuJkpE1OwxoKdmy1ByU48gMEkJem8ZepuSGy2g1zL12qG8BLcfrt6lf11SXqN/rXWY8dKHXmQ+pzVDr1jKeeQ19PHe5Y5dblzOV1/3zvsBALBtfxU27C6v17HM3ZT8LCx1zYvLEjunTemO+J6b5z0kK0NfURO/UEjWnSwiIvKPAT01W2Ig+NHqXVi5dX9Cx0layY1DDKUHvmJAH1D0x+O9xo29450ywDJiIBdvWxn7t9cjmYNzc8AdDCj6nQTtKdmk5IC4omwjrhR7oCoelFbU2Pdnd+u/DwARU5DudWGp+ggbMvTyrjMVtanJ0Ivvl9/PYqJ27K/Cuyu3G14rEdHBjgE9NVvmAOO0hz5rpJHEOAU88Qy9EHArip6JN68Uq4XffoPbaklAr9XOO2WTRW4Z82BAQV0JvX7s2rBdDX1AekzD+Ry69iTDvor4XQu7kpt73/kB/W59F88t3uh4LPN7oar2cxP8BtUl5TV4+rOfsWlPhe1xjCU3DZGhjx/X6bUm03lPLcZv5yzFs59vSPm5iIjSBQN6araS1dnGa6DrehxTsHPpcb0s5xDHHJC0rUyk5EYkBn96DX3dMbzGYpYaelP2PahISm5kGXoFCGoZescuN6ktuREPZxfoPv7xegDAza+tdDyWbGx2w/WboZ/xxkrc+db3mPCPT43n9NDlxryiaypKboDkzTdxOt/aXWUAgHvfWZ3akxERpREG9NSsPPnpepzwt4X4ZmNJ0jK5yQpSxAuDZ6cfgX6dWuj/lvWhj9XQmybFwhgo+73YqBHKFLRyF+0Q3mvonfvCBww19LHHZCU1gYCCDFN7S/n5UpuhF9W3FEU2F8BuvH7P9dZ32wEApaYJrrUe+tBbOxMlJ6AvrzYtMpbiDP2mkgr3jYiIDkIM6KlZuevtH7C+uBznPLE4aTW9qufqcqszD+usfy2Op1OrnPjqr4gHxWJwHAwoet29Yiq50TP09aih186vl9x4PJY1Q2/dTxtnfFKsvMtN0EPJTSrbVppLbJxq+b2QZ+jlx6z2UJNvx66Dk1hXLr5P5kx6fe5eqaqKqtoIolHVcqGQ6lV8S6vC7hsRER2E2Ieemg3DIjfhaKNn6N+95lh0b5OHV+vaEYqxo9jhJXYOeYZeC7YVJf4YEJ/AmoySGy8LS4m8lMDELxbstwkq8Vr7xmpbubus2vBvL6UoqqrqF1hmskDZbrzm1WG7t811PbemsjaC/KzYr+9am5Ib8eLEXHKT6EWRqqqY8vgirNy2H/+56EjJ8wkd1rNklQoRETU3DOip2TAHSLJAasHqXejeNhe92ud7Pm4iE/1CAQX9OrY0BCBieYwiBLNAPBA0BvTxwN0cPvptNWk+T0CJB93xcyaYobdpSSmOT1ZeElCsvfBlkl1DX1ETxrZ9lehT2AI7DxgDei996G96bQVUFehTmI/JI7qiVU6G49jsXps5OK31EaxW1ISFgF7scuNtoadE70Rs21+FrzaUAACumrvM8nyqO90woCcikmNAT82GuaxDFtBPf3YJAGD1n8chOyOIf32yDp+t3YMZpw1An0J5kJ9IjKIFqmIiVwx2YsGslwx9/GvD8fRJsf7GpR0/oCgIBIxZ9FRk6LXXtWZnqWUbRZw86ydD7yEYrQlHsbusGkUFOZbnpjy+CCu27sdj04br3ydxPzPz2OZ+tVn/ek95DW4c10//t6y0SLX5Hpkvcsw97J1U1cgnv9r1oTdL9C6H2BFo675Ky/OpqKFftnkfrn1pGX45tAj9OrZM+vGJiJoD1tBTs+GnNGPL3ko8v3gT7pm3Gp/8VIzrXl5uu20iQUpIC+jF45iCdUOGPqoiElXxkxD4BiV96OtbcmMI6E1ZdD8LS5WU1+AfH67Bii37DZNk75o0qG68WqAee3zjHutkxlh7Sw8ZeksNvfM4VVXFrx7/EkfP/AgLftxleK4mHMWKuvUILntuKfZX1hqflwTkTpNXH1u4znVsdq/NvK3T4lpmYl/5GkOGPqLfUXIqq0l0RVxz+0uzZHWEEv3lvdVYX1yOB+evwf7KGsNzDdEmk4goHTCgp2bDnOF0CnZLq2ox850f9H8v27zPdttEQoaAnqGPh/TGDL1imBQbiaq47uXlePmbLYZt9JIbxfj/hEtuovELBHMnGj9l1X94aRn+/sFPOP3hz/Rj9mqfh/OO6l439th2qqpCVVXsKa+xHENe9mPlt4a+rDqsfz+vnvut5TlRuaVjjPVN8NNeUhZEy8YbrbuAM57b+/dS7P8uXghE1fj32M9iXV7sLa9xnZSaijmxn6/do3+9bV+V4Tnz3AAiooMVS26o2TCXYjhlfWvCUcMKoTkZQdttk5WhF4MoxTQpNhJV8Vrd5FlNIBAvudG73NQ9l2gf+ogQ0GsXB9pjfl7ngh+LLccMChco4sVCeU3EphNOPEPvp+TGbUJniXDxILZ4fHfldjw4f41h23IPCy75WZFUGrxL3ldZ330/WXMxU27erzocRUYw4Jjx9zsPYeXW/Zj4yOeun7dUd7kpNk1iLqsOIyfT/meXiOhgwYCemg1zkOQUXFSHozipfwfM/2EnAGB49wLbbROroY8F62INvaHkJqBAiOdtx6p3udH2M5Xc+M/QR/XjaAG4do5Eqxe04FCsR9deW1RVbQNLryU35mDfLWgUs7biYX87Z6llW3PGXpqhd5iIqfXyj+/v3OWmJhxFRlAx1LdnhgKoCUd9BdnGgN6434w3VuKH7aWWixWR37aVN77ynadgPdUlMLtMk5jLq8No3yIrKccurw4jJyOo310jIkonLLmhZsNPkFJVGzEEH05J30S73ADGkhsxHlJgzdCbRVXVUnIDU8lN/WrojSU3ifbb19qFiiVEinBsu0BVLLlxev/91tDLgnK772GZqYREdmynDH1eljEnIju39r1aveMADr/rA0x5fJHhIiG3LsMciaqea9Arau0z9K8u3Yofth9w3N9v20rzXAM7qe5yU1xqLLnxOi43H3y/E0PveB9T/7UoJfMAiIhSjQE9NRt+gpTK2ogheHNe2Mj/WMzdU2LHsZ8UKw2EVDFDr+j7ac8B/ksnDDX0QhY99n9fh9JpZSriHQexht4uQBLfAz9tK90uYmQZ9QqbbHW5hwWXnOq08zI9BPR1D73yzRaUVoXx1YYSfLNxr/58rlDuJSvFkakUxp1IG8/aiIpP1xTjzje/t/TiB2Lft80lFfp7HfKYtU51LLy7zDgXo6TCOjcjEX97/0eEoyq+2lCCbfut3XuIiJo6BvTUbPjN0IuB4e6yajy3eCN2HaiybJtI0jEUdAvoTW0rJZGQKuTMtXhKO6oehPvN0EfiJTzxLHpiE2w1YSHrrxHbVtpn6ONlP34mxSaSoTcH7kDsosbctUWeofd+oSgtual7X8UgXly5VawB9/oZNpTcJNCbPRKN4tdPfYWnP/9Z2uHpucWbcOz9C3D5c9/4Om59stuz5q/B1H99iS17rR2RNHtNAXxJWXIC+tU74t2lNpXYn5+IqKliQE9poyYcdVxYxm8NspjRX7+7HDe/thLTnlxs2TaRQFfM0Jsnn8YeUwyTSGVjj0bjAZI+KVbPfNcdM8EuN4FA/Px6yU09A3rFZlKsXbAeUGCoV7YLBq196KOoqo1gu00mVRbQy9otZgQClsx9RJIhdyq5qYlEsVeYhCs7d0Ty/oi1+4kE9IaSmwRWfRUvPBYKE5w1D3+0FgDw3qqdKKsOS+84ySQ6KXbbvko8MP8nLFpfgheXxPv8m49n/n6ZA/xEtRBKp8yddIiI0gEDekoLpVW1OPb+j/CL+z7CgSp53azd5MvsDOvHvLI2Kg0+1uwqszyWSKArBuvaV+ZVYMUgSTYWVVLVHp8Ua83Qe4m5nPvQu+8vo73v4vnF9pq2AX3AeFFjd3Eiy9Cf8egXGHXvR/hi7W7L9rKLPlnJTU0kio9/Mgazsgy7U4a+uLQah/35A9w774e6/e1r6MXPUalNhyW74Nz8GXSaFOuF212HHcKdqh37K5ERtP9TIZbjJHqXZ6dwvjeXb9O/dusw5NZG06ss4Xvwzca9+ryQVCmtqsXv5n6LWaauS0REiWJAT2nh+cWbsPNANXaVVuM/X24EACzZUIJ3VmwXFtKRBxOZkmCkylRD7ySREMWYoTdmwgGtftwloFfjJ1dMwbq2ubhfyCHo0sS73IiLPyVWvqMRLxI0+oWHah+oi6vVisexHN+0/76KWn3S5/nPfGXZXhZU29XQW84lK7nx0Ov88U/Wx84dlk9ujv0//pg4GTdHqMO3a11pHpcW0Mv62XtRISlBsrO/MozMkP1nq11+vMtMogG92EJWvEBxe+/9vA6v5n61CedJ7tQl0wMfrMGby7fhgfk/Ye0u6yrKRER+MaCntCBOTKyoCWPXgSpM/ueXuOy5pfhodWw1UNuAXhKMhKPyDL1MQn3og24ZemNAL8/sQqihN3bNiZfcxLfP8JCijw9B1uUmMfEa+vhjAS8ZetN7YPc+m5PWFS7ZaVn22W2FU43sM+S0UqyZLMMu6/MvvgZxUqys5CYaVTH58S8Nj2klN4mU2wBAebX9+2G+G3CgqtZwsWbWrkWm/nWid3kqhBIk8fNS5ZKhL3N4HX6YFxj7euNey2PJ9MW6+J2ltZK7gkREfjGgp7QgxhOqCizfsl//93OLNwGwL7mRZejDEdVzvbIWXzjENBbihFe9hl4IlJSAMYsvLy1Q9SAw3oc+/hxgzKp7ydBrYiU/sa/rPSm27n2X19Dbv8/BgLE0yWuG3hxoiXdpAGuQr6qqdFKsjOwzVO2x/EJVVccuN+L7UFkbH0+uUEMv239jSQW+3bTP8Jh2gZJIuQ1gfQ9F5laQByprHTtIiRn6RGvoK4X3WLyAaogMfTgSNZxfUyJZ3ThZxJ/9385ZajsfhIjIKwb0lJZCkuy2XYY+Q5Khr414L1XQYkWvrfvM22otJ8WgU4ExmJVllVUVwkqxxv/rJTfCMc2LHDkx9qHXarw9726gBZXGGvp49t/uQkExldzIYkZVkuE3B+eXPbcUn6yJZzzNNfTV4ajnDL205EbyvcmVrE5aWRvRS27Ei8iIXhIm3mWKjyfbENBbz39A0mtdC2SdVoN14nSBs3WfMbg8UBWWlhJpklFyIwbU4gWUW4Y+GVn0PTaBu3nRsWQy1+g/9enPKTsXER0cGNBTWjDXiovTRbXg0S4TnGVTcuO1b70WiDuVHZgZuoJIutwEFAVBIQCXZSJjC0uZutyYLg4M70vAX4beXNufeNvK2NgNK8UKfeid21bG/y2rtZft+tZ32y2P/efLDfrX5ix3ZU3EtYY+ry6o9tq2smV2huWxsuqwXgKTJUzE1r5H4suzK7mRZehlgWVl3efFTzmQ2zE1e8uNFxAV1WHb2n7AFNAnNhzDBZf4mpzWAACcS4ecRKMqqmoj2FxSgZH3fCjdJpUB/U7TireLft6T9HOUlNekfHIvETUdIfdNiBqfGHyHAoohIFq7sxQ9/vi27b5ZIWs2NZEMva+AXtLlxrBSrGLcRvaHV4U1Q68HytoxDRc63seniF1u9Bpvz7sbOE2KdWpbGQq4Twz2+j3q2iZX/9qcoa+NRB1LMyYf3gXfbt6HtbvKpBd5snKoljkh7DAtxlpRHdED36xQEKWInVO7+BJfiRjAGtpWCq/3mc9/xqtLt+Kk/h0s56/UM/TJL7kpNXWRCkdVx1r9dvliDb1xPG8s24p1xeX43Ql9HDvliO+H+C13K3fyWkolqg5HMOmRL7B1bwWOPbS97XbJDOj3lFWjJhJFp1Y5KK2qtRzbz+8WL95ftQNXPL8UnVrl4PZfDsARPdqgheQiNFnW7irF1xv24qzDuzh+nw8G3287gCc/W48zDuuMX/Rph8raCHIzGWpR6vFTRmlBDFyCAQUVQmZu237nvtHSDH0k6rmHuxak+Cq5cQmuFSimGnqXkhvtssCUVTeW3Hj/Q6oIbTOTtbCUsYYe+jHtgvKMYMBYciM5v9eAXlyx1Zy1rok4l9zkZ4f0760sQJbdPWmVY5OhrytNyZZk6EViiYmxD33sXLWRKO5483sAwIqt+2FWodfQJ39SbKkp2KwJRx1Lbtq3iGfoayNR7K+oRavcDOw6UIWrX1gGAMjPCuKS43rbHkN8PyJRFaqqQlEUVLm010wk6F66cZ/eJelt092eC47ugWe/2AAgOeU8QCxTfsLfPkZNOIqXfzvKUtIExDo3JWp9cRm+27If4wZ1RHbd3Z6/f/ATaiMqNpVU4MJnv8Zxh7bH7OlHADD+nCZDbSSKc55YjOLSauwuq8aVJxyS1OOnm5teW4Flm/fh4x+L0aFlNrbsrcCci0diSJeCxh4aNXMH96U0pQ0xcxmOqL7+kMu73Kj6qqlutFMHfAT0soWlRGJADchLJ4wlN3X71T2nZX3FDL3XxX+AWEbQ0k4zwQx92KGGXlVhW9qUEVRcJ8V6vegStzMHueGIinKHgL5FVki/APNaQy8ruSkXSlPEi0jZa7ArudE+B2791bUAONFJsU4/P+Zz10aijhcO4sXN7+Z+i6F3vo83lm01dG956estjuMxT0rV3nO3DH1FAiU3q823VgQjerTWv05WQP/VzyXYX1mLytoIbn1jJS79T3z13QmDO9X7XOc/8xWueXEZHlmwVn9MXPkWAD75qRinP/wZxvx1YdIn+27ZW4ni0lgJ0V/f/ympx05HyzbvAxCbm/H99gM4UBXGPXXrVBClEgN6apJqI1G928baXWWGP0JuJRRmsoA+6lDbbe7HrgXVsnjZLmsvmxRrJgbgdrWu8Qw9pGPQgsVgwO4scgHFeCxVVetdQy8ruQHsy0LMGfr6lNyI28lKbiodPi/52SG9K1GtNKC3fm9kGfrymnhAny0E6dr1jPi5EscjWylW1nVFVFnPDL2TMklA71SrL87d2F53t+yG/35n6C1v/jlRVRWXP/cNjrt/Abbuq7TcQdF+Htwy9LtKq3wv/KYFnzI92+XpX7vNu9hXUeMpEF+/O35hY+5W1KV1DoDEy3sqasLYXBLL+D/00VpEoyqmmFqcalZuPYANeyrwr7o1E5LF/H6WVYexYPUu3+04zd2VzDbtqcDmkgrf42sINeEovt2013Ylc6/rYJj9sP0A/vnxOtvFFJOluLSanZaaAQb01OREoyomPfI5hv/5Azz+8Tqc9PeP8dq3W/XnayNRx4yrmazkJuKwII85o6r9U5YBt1twx2+GXhaYqap9H3ot+NYuSoIBxVcdrtjlBoi9H4mvFGu94BG/ts/QBwwZ+vqU3CzfvA9vf7cd0ai1dWRNJOr4B7VFdoYecEakNfSSDL0koC8pr9UDcVmGXgyKjSU38XKhV5ZuwbLN+1y78mivJ9EaeifmGvraiLwdp0Y2F7s6HDUcx/x93LCnAvNW7MCmkgrc/r9VlgsYbTKs26TOqApc+fy3jtuY2QX0/zeqO3q3z9f/vaesBpf+52tMf+YrS8C9uaQCR937IUb/ZSH2umS81+0qt31Oq62uDkddOxbVRqKWi5c9ZcZzf7NpLxb/XOJ4nGT0vf/f8m34xX0f4bVvt1jez+teWo7pzy7B2f/8wvJZAoAFP+7C/e+uNgTwjy1ch6F3vI+/v/+j9Hw/7SzF2Ac+xtgHPsaPO7wvxLVy635piZOdmnAUH/6wE7vL7C/6ZC6b8w3OePQL3PfuaunzrXMzpY/LbNlboQfw17ywDDPfWY1rX1zmuM+uA1UJt3DdeaAK42d9guP/shA/7eQiZ+mMAT01OcVl1Vi17QAiURX3vmP9Bfn4J+vx2MJ1no+XKZkUGysFsQno6x7fX1mLGW+s1C8mZAGz7GIBMGYtZWF2QFFMrTdlHV6EPvSWkpu6bbSAXlF89cmH6YLCqb2kG2kNvVhOZFN/nRFM3qTYxT+X4Irnl+K1b7dasmThiKovxCTTLj/Ldw29LKC/7uXl+vdRnIj96U/FuOPNVdghzPUQS0XEkps3lm3DpEc+x64DzvNCtIA/0S43TszBa00k6ljaY3chKR7H/NnaKby+H3eU2mfoPXRpeXvFdtfsrkgWrB3RozXunDgIWaGA/nP03OKNeG/VTiz4sRjvrtxh2P5/y7ehqjaK3WXV+N/ybdLz7Kuowbeb9tquBHv9KX2RlxX/3tslKcKRKH7aWYoRd83HlMcXGe70mFtumu+uyMjaoIqWb97nmgm/7Y2V2LK3Er9/cTl2lRo/q++uir1X+ypqMfj29w3HKq2qxfRnluDRheswZ9FG/XEtEP7HR7Gyof2VtYaf4xe+2ozqcBRVtVFc/tw3nu7KLFi9C6c99BkmPvy558/HdS8vx0Wzv8bpD31mszaI1Q/bD+DDusUNn/pM3n7Ua7ehbzaW4Bf3LcC4Bz7Bgapa/FgXYM//YZftPl+s240j7/kQx/9loa+fA81db/+A3WU1qA5HMWfRRoQjUU93jDaXVGDjHvuLVXF8c7/alPBK5ORdswnoy8rKcM0116CoqAjZ2dkYNmwYXnjhBU/77tq1CxdccAHatWuH3NxcjBo1Ch9+KG9lRsnzyjdb8HzdolB7yqqxdNNeANYMYX3JFpZymqypBR/3vbsa//4y/kdHVl4j66ADmDP01v0UmMtS3CbFxgSE2nQA0HZLJEMvbh5VVd+lC9Zjxr8Wj22X3c3KCLpOihUf8zIp+dGFay1Bbq1pUuyfJw0yPH9499Z6Db28baW3khuROCn2yc9+xjOfbzAcW+zOkptl/Qx9W1eHa6cmEsvoJtqH3om5hr6qNmL7s3LFmN62czfE7HFUBbbtq8Qr32xBVW3EcHGTFQpYMvSVtRH858sNmPHGKk9j9lMXXiwJ6POzYplyRVH0CdZ7hYmqm+oCl/2VtfjLe6v1ibOxfeTnmfL4Ipzx6BeGRfBEl43urZ8XkC+Stb+yFic/+AlOfuAT7K+sxVcbSrC2OJ5hLyk3vhZzaUbHltmWY361oQR/f/9H6WfnszW7MfGRzzHxkc9t7zyoqmp4b3Y5lDABwGzhvdq4Jx7cPzhfXm+/bPM+HHn3fIx94GO9pGmNcFG0rrgcH3y/0/GcQPwiYXdZNRb+aAyIl27aizveXGW42FBVVb84276/Cuc9uRgj75mPj38qdjyPl6y210B71oexC5pt+6vw1nLjhG3z7+c1O0uxuaQCD85fAyD2fRh6x/soqw6jqjbi6fd5NKriszXx17e7rBrnP/MVBt32Hl76erPl/Df+9ztcPPtrvP3ddoz+ywKM+etCLNlgf0doyYYSTHtyMf706gq8vix+l72qNoIfth/AeU8uxhNJLgE7mDWbLjdnnnkmlixZgpkzZ+LQQw/F888/j3POOQfRaBTnnnuu7X7V1dU48cQTsW/fPsyaNQuFhYV45JFHMG7cOMyfPx+jR49uwFdx8Fi6aS/+8PJyALG61T+9+h027KnA3381FN3b5rns7Y/YE1wTiaq2pSBa8PL+KuMfDdmkWE8lN5LnFUVBSAx6JQGTGMwqphS9uTNNQJGXPtiJ1dDHB7BmZxnelPR398Ouht4uoO/SOgdb98Zvh8s2EwPJrFAAYZdSlKraqKVEpkaYc3FkzzaYMLgTbn19JQDgVyO6oE1epl5D77UPvXtAL7/Q04inyZO0tHPLogJ1C1klqeRG6yoDWINCWZ14MKDgT+P7YfKIrrYZ6G1CqUNNOIrLn1uKZZv3YemmvejXqaX+XKSuJ7yoqjaCWx2C+axQwPB92VtRg57w9ntjd6k1UM0XJjnnZAYtGUqtb/yTn67HIwuMdwdl5Vzl1WE9uyrziz7tEAgoyBUCevF93rinHOt3l6O8Ooz1xcYs6KY9FTi0QwsA1pIb8cLmL2cPweQRXXH4nz+wZPL/8dFadG6dgylHdDM8rgXZJeU1mP3lBnRpnYszD+ts+N1n7oLklqX9QZiELJbn2H127533A6rDUWzcU4Ev1u3B2AEdLGU2ry7dipMHdpTuv764DPfM+8EwMXjD7ljgvr+iFje9tgJvr4j9rtt5oAqPnDsciqJgh+mu2JINsQTTowvWYnRde9OPVu/EM59vwDUnHYrDu8cmUO9w6bIGuE9y1+wRLjY/X7fb8NyBqrD+e2f1jgMY9+Cn0mOc9o9PsXlvJSYM7oR/nHOY4/m+27rfcHE2b0X8TtTf3/8JvxrRVf/3H19ZgRfrgvz5P8T/Ns7/fieO6NFGevz/fr1FTz4tXl+C8YM64fC7PjD8zHy2djdO6F9oKHejxDSLgH7evHn44IMP9CAeAMaMGYONGzfi+uuvx5QpUxAMyv/APvXUU1i5ciW++OILjBo1St936NChuOGGG7B48eIGex3NlaqquOqFZXhz+TbcdGo/XHJcb3wo/EJ487tt2FCXubn2peX6Ij/JIiuLceqPrj1s3k+WAfcS0MsiegXGCwS7DL2+vbnkpu7/2mvw0+EG0Gro4/8+/eHPfO1vd8z41/HH7QL6dvlZEG+euJXcZGUEPc2dMAfg4YiqP5YVCqBNXibunDgQ64vLccO4vgCADJ819GLvdRm7UiwZ2aqzXjLOlTURx/7wftRGVGTWXWGag1lZi8vOBTm4+NheAOxLbnYKpRhl1WG9lvm5xZtwy4T++nPrd5dLAnrn15WbGTR8X/ZVeMvQq6oqfW/zhbsksu/Hym37ccVzS/VAUCS7o+iWtW5b9/kRz1tW9z7vq6jB6Q99hgNVYbTJs37Oft4dD6DNr0X7t6IAZw7vAsA6SVxz4ysrLAH9FuECW8v8Xvfycozs2Qb/vuhIZIWC2GkKYFdute8aBBiDWfPdkXvn/YDzj+5heEycA1BWXYs9ZdWW93PNrlJs2F2O85/5CoUtsvDM9CP1ux13vPm9Jau+ZW/s78uLX28yfA/nrdiBnn+ah44ts/HwufLgV8tAq6qKG/77HXaX1aCkvAavXX4MIlFVnwju/B64X6CbfwbMLVW37avUA/oFq+3vGmh/S/+3fBuuP6WvYY0OM/HuidmOurp8VY39ffngB/ldkQ0OF3TLt+zTv37x6834ZE2x9AJ45db96N4mF5+t3Y3BnVuhrbBYnZlWuhMIKCirDqO67g6ioihY/PMeHN27nfTn5mDQLAL61157Dfn5+Zg8ebLh8enTp+Pcc8/F4sWLcfTRR9vu27dvXz2YB4BQKITzzjsPN910E7Zu3YrOnTundPyNZcf+KuRmBaEgditU+yHICgVQWhVGy5wMLFq/B48tXIee7fIw6bAi9OvYEhv3VOCrn0vw1YY9+G7zfozs1QaTDuuMltkZ+HL9HvRsm4d/frIOW0oqUROJYljXAr2V1z3zVuOrn0sMpSpvmWpQ/Ux49UIWdDutYKr9wjAHZdJJsTa930OuGfr4MSNRVVq7bcjQ1x1FD55MfeiDAcXXKp2K4q9Ex9sx418bM/Te6q/dJsV6CZIDAWvNu9h2Uft+/d+oHoZtgo419MbPY98OLdCpVY7jOHJ8LCQjZmk1ez0EqJW1EdS6dIHxqjYS1X9OzNlEWT2tGCTafY5KhBVnzVl/8znMa0m41Rwf3budITDbW16L4tJq/P2DnzCie2ucdXgX6X5zFm+SzjsQ50TIFgFate0AVm2TB64HKq3vj9sciBbZIcu5tAz9ss379A5BsouPn4UAypx537Yvdt6CnAz9M31Y99b4xKZsJByJIiT8DlNtetcu/rkEZzzyBbIzAjhtSJHhuU11ZSs92+UZLjbat8hCcWk1dgmr4prvNjz+yXrHSasl5bWGlqcDOrXE99sPYOOeCsxdsgkb91Rg454KfLR6F345tAhVtRFpiczL32zBIR3yMf97eS36jgNVWPCj/LmoGvs87q+sxe66OyKrth3AL+77CHsralzv1gGxnyFVVfHyN1vw1Kc/45SBHfDjzlJcdeIheP3brXjiU3ntvWjbvkr079QSqqraTr41O/b+BfjdCX3wh5P7Wp773dxv8Wbd397MYED6c3HaQ59Zvmdm2t0Ps/dW7bC0T7W7+Ln6hWX6mhXt8rPw4bWj0SrX+L5G6pplrNi6HxlBBY+cOxy3/2+V5XdHj7a5mHvJUSivDqOiJoKBRa18JbxUVYWqam2joX+dEQz4Tpw1tGYR0K9cuRL9+/dHKGR8OUOGDNGftwvoV65ciWOPPdbyuLbvqlWrHAP6Xbt2objY+Atk7dq1NlunzgMf/IRZH66xPK6YEsWJzktZsXW/7eSv+T/scpy0s8xUD2ze9oDH25GJkq4UG1VhV2Jo1/tc9rOc4anLjaSGvu4xLaCXldxEDCU3xv/rJTfCKq1+vrXmGv5kEF+zl5Ib8z5ufeg9BfSKgmWb9xoeq43EL5jsFvxyrqGPjf/YQ9rh6hMPQa/2+a41sTkuJTeaYECRvi4vNbcVNckruRG/R+aJlbKSG3Fegd0fuf3CRYn5R0r2u0rk1qmlZ7s8PDhlGK6p6/5RWlWLUfd+iHBUxdyvNqFVTgZOGmBcYXd/Ra1eamUmdiEp8BCgiWTZV1mdviiv7iJOrKGf9uRi3DKhv+3nvF1+JnaX1eBnIcAyl9xsrstEtxYylJce1wvfbtqLVjkZhgw8ELsg6CDU2csuTjTf1y3GtdTUelNz6uCOhnKkoV0KML+uY0w0qiIQULBqm3U+wVsOpX73vbNaDzQ7F+Tg16O640+vrkA4quLxj+O11zv2V2LVtv144AP7Pvj3zHMOgj90+Bu2uaTCcuGh3TXYXeZ+8R1VYz/Tt7y+EjXhqF6O9d4q97kAGq2Ezfw91Nx/9hDc8N/vLI8/9NFaXPyLXoYAubi0Wg/mAeCKMX3wgGROgyyY71OYb+iU9OPOUlz6n69xxy8HoWOr2Gfp593lhvUW/NhdVo03v9uG847qjuLSatz37mpEoiqO7t1WX2SvNqLiEpvjb9hTgVH3fqT/u1VOBqKqisxgAH07tkBuZhBb91Xpk38raiII1038d2oy8Mi5wzFhSKeEXlNDaRYB/Z49e9CrVy/L423atNGfd9pX287vvgDw6KOP4o477vAz3JSw+7Mu/iE9WOeYy/5AOmU2tSDZnDEOSYrUszxk6M3EOFpr2ygruRG7AgRMAX29S24C8guU+rAruZFlvYd1LagbhxDQu2To3erSAeOkO43YRz1k+/0KWM6nqdHLdYIYUVcr6tYnPifTW8lNZjCADMnnSrZyaEABnrrgCEx/ZgmAWEBvNw/EL/EPmTlAlQX0h3eP/860uy7cl0DHDc1Hq50DnYxgAOMHd8Q1L8b+vWFPheFi7P73VusBfXU4gqqaqGNpQGsh2PH7npbXRLCrtAq5mSE9QN/tUnKjzZswl/fc9fYPuPgXPS3bnzW8CyLRKF5fts3wOsyTYr+quxASL1CO6dMO3912MlQVuOqFbw0B9I79VejQMhs3v7YCH/6wy/Vz7WT6MT3x3OJN+md3aJdWmP/DToSjKkoqatAuP8uQrfdC/FyeMrAjDimU11m/9d1214DdjTmbLFq5bb/0d4uToV0LUFpVqwfFq7YdsC1/8mJr3d0XbZVjIDZPomubXPTv2BIlDnf1znj0c2wqqcAT54/AmL6FmPbkIsPzU4/sipe+3uypxeeci0big+93oDocxV1vxxbMem/VTrTNz8I9ZwxGWXUY//rEvgtdTkYQb1x5DPaU1eCpz9ZLk4G3vL4St7y+0nDxILauNmvfIgtBRcHusmpLUkZMjnyxzjmec2J396opaRYBPeC8nLXbUtf12ffyyy+3lPqsXbsWkyZNctwv2Y7q1QYKYktu6x87IUBSEQtWdpdVI6rG6jS1H6ShXVrZdmKoj25tcvXbsY1JVhbjlDWO6BNOjY/LPgr2NfRC20rTfuI/ndoliufXPofxLjeqYawBxe/CUorjyrcje7bBif0Lff2RNJTc2KyCe/nxvfHz7nLcOTHWacbQh14STIvvi5+6dFFtJKofx61ESva50LLR4vntjqORlW3IZAQV6V0DWYY+IxgwtLisrInUK0AQaZn+SNS6qq7Y8rNzQQ66tcnFfWcN1h+zu5hMdDEdQJ4ZFGWGAsgKBZEZCqAmHDVM0gPit/YjURW/fOhzrCsuwxVj+ujPv3LZKJz1WHwBpgIhABbvevTr2MIx0ANinWGOvDvWFe2FS47CUb3aumZttUA+X1JuJesaMrpve6yv626zfX8VKmsiyMkM2s616G6qm1bqulo9fO5w/ObYfZj4yOcAYqUmXcqq8VxdtzGzoV1aoVvbPEM2V+bo3m3RLj8Lr152NH7/0nIc07stegvB94i75uOBKUNd71w4+dURXdDeprb6O8nfL0UBbj61P77fdgCvmoLBq088xPEuUUZQwdAuBVi5bT+qaqNYunGffvfDix5tc/HGFcfgzeXb8Lu5sXUSvtm413GfScOK8Pqy+Ps8qHNLvH75MRjzt4XYXFKJf368DlOP6KrXpQcUYNygjmhRN6E7PzuErm1y9IXGROvrSqGuf3k5Ft90En7aKSx2dutYtM7LxAVH98Dd835AUatsjB3QAbOFDm+a0Ye2R8dW2fj1qB6oqAnrAT0APL94E64deyjGz/rUMPn5v78dhfYtsrC7rAZrdpaib8cWsUndHYDClllY8GOx7Xw22ZoJw7oWICOo6JOW/3HOYfjl0HgZ2KL1e/DB9zv1pNLyzfvRsVU2MoIBrNi6D5Goiu5t85AVCiAvK4TczCAygwGEggFkBBV9jRZFMc5169exhXSMTUmzCOjbtm0rzaSXlMR+Mcoy8MnYFwAKCwtRWFjoZ7gpcXTvdji6d7ukHKuiJoyq2qhhYklVbQQBJdY3XPwDvnZXKTKDQXRrG/sDsqu0Ci98tRmHdSvAsYe0x9/f/1HvLeymR9tcfUJPMsm63DgG9FHV8H+NrEQlw6WEA7DW0Mv6tcuygk492LWnokKG3k8FjVsN/V/OHop9lf6WiBePJ75G8b2+4OgeKBRu8fvpQ5/lsYzFLBxR9TsgdndOtHHIxqC1vBQ/R3YXchovdxNixwkiQ3JxIMtuZwQDhguFytqI7TwQv7Q7VrJ6ebFn/h2/HGgpZUl26RZgv0aERnv/W2aHsLusxlKGUFoVRkVNGCXlNXp5gxjAFbYwtnMsEuZEXDGmD37z76/RKicDxx7SzjWgF7Pa5zyxCHf8cqCh130woOC8kd0MAZJWctMi21reY06uFLbIwikDO+DdlfH3ZMOecvTv1NL2wuGiY61Zfo1WFgHEuryIde9mrfMyUdjCfoKifsy6n+le7fPxxhXHAAC+Nl2Y3PLaSsf1IJy0zs1Av44tPbfWvXJMH1x90iH6z9bZI7rg3CfiDS7surIAwHlHdcMtEwYgKxTA+FmfYvWOUmzbV4mFPzq3r+zfqaWePdfOm58d/3n9u0M50OTDu+D+s4fgxP4d0L1tLlrnZsbWxwgGDD9/f33/R/13VadWOYbPTzCgYO5vjsI3G/di/KBO+GlnKU57yNjsYHdZjSHDf2TPNnp51gXH9ED3trkY3r013lhmvID74/h+aJ+fhePquv0AsaTF3WcMws2vxcvY7nn7B0Mwf/rQIv2uZve2eXpnIE3v9vmYc9FIVIUjGNO3EAeqajHsjvcdS4OnH9MDEwZ3wuOfrEd+Vginm8pgjurVFkf1amt/gGasWQT0gwcPxty5cxEOhw119CtWrAAADBo0yG5XDB48WN9O5GXf5io3MwTzwnZ2AUqfQuNVa2GLbFx14iH6v6868RAc06cdBndphcc/Xo+Xvt4snRiTGQrg3xeOxOvLtuq/+I7v2971l6gXssyurHOJRoutzX88tDIV8ZeNLBgD7INbwCZD79q20nhcveSm7gvfAT2cA7FYdsJv5xz512KW3XxXwLBareSPtXih4zVINquJRFFTNwa7OQ9aKY7s+6AFuS2FP55udwtknVJkskKxrFAooBjOLcu8h4KKoZSnoibseGHqh3Yc6QRY4RyyC5n6BPSdC3JQWRvx1UdeHEeL7AzboHZ/Za1tu8DWeZnoXJCjlxj0bB9veTl2QAe8/NtRaJ2bgS993qJXVWDGG6vQoi5gzwoFMO/qY7FmZ6k0oM/JjN9lMDt3ZDf8YeyhesePnu3iY1y2eR/6d2opfd8uPa4XBha1sh2jtpBaOKpixhur8Is+9omg/KwQ2nsI6PsLbUg1HUw98OvT7OCpC44AEPtdet5R3TBnkfyOwkn9CzHliG44oV+hIVnQt4Px79QhHfJx7CHt8Oma3ZgwuBP+b1R3nPvkYrTOzcCVYw7Rf9e0b5GF1TtK9YWjAOCS43ph1bb9qI2oeokTAJx7ZFe91ar2k+x1hdhe7fOhKApOH1pkee6sw7vgX3W92sVyqS6trRPzu7TORZfWseTaoM6tcFL/QktJixjk33/WEP3rjGBAbwU6tIvx83PhMT2lP/vTRnbH4M6t8MuHY3d8zHdCDu9WYH2xJqN6x4PvltkZeP2KY/TjAcBlx/fGtWMPxUtfb0bX1rn6RYV4x41imsXCUmeccQbKysrwyiuvGB6fPXs2ioqKMHLkSMd9V69ebWhPGQ6HMWfOHIwcORJFRdYfMPIuFAxgZK+2yM0M4fdjD8WXfzoRy2aMxdMXjMBrlx+NMX3b47yjuuHFS45Ct7a5hkBpwuBOeHTa8HqPQRYIeim5MYd2ChRLcG6XqXXqchOQZOjtVoo176PX0FsmxfoLwGN96B2e93mBII7R/LX4Xpsz5IbVal360GfXp+Sm7uAZNi86XvpkHISqqnqQK5ZHmEtuPrtxjOHfXifFVtVGYosZSUovrGMMGLrnVJomxdrdLfIyFi1od2uvJw/oXQ9vKysjYFtGIWphen+0uSstso2P/3XyUP3rfRW10n7+AQXIywzi0WnD0aNtLi76RU9L6csRPdqgT2EL6YrAXmi92o/s2Qa92+dbSrDE1rx/Gt9P+r52LsgxtO/rU5ivf4+XbtyLz9fulta8D+psH8wDsZ+5E/rF7yp/tna37ba/Hd3bkKHPyQhi8uFdLJ+1oXVzYkSdWmV7vrC1c0K/Qqy/51QM7xbP7N75y0GYf+1xWHv3eJx3lLHt5vRjemLsgA6WMjDxfczPCqGwRRbuO2sI/jxxIP48aRBG9mqL7+88BYtvOslwB0N2MTOqd1s8d/FReOnSUYbHfzm0Mw4pzEcwoOhtWbtJWkZedeIh2DBzguExp3KO347ujQ4trePQAncnM88aglE22eoebXPRva38GMO7tUZR3ftw/qjujnckh3QpwJGSOx59CvMx6TD/HQKHdCnA6j+PwykDO+DEfoX43Ql9kBEMYNrI7oY7BGTVLAL68ePHY+zYsbjsssvwxBNPYMGCBbjkkkvw7rvv4v7779d70F900UUIhULYuDGeKbnwwgsxcOBATJ48Gc8//zzmz5+PX/3qV/jxxx9x3333NdZLatYKcjNxQr8OOKxbazwz/UjcNWkwDqv7hf2rEV3Rv1NLDOjUEuMHd8Kpgzvh+ztPwW2nDzAc4+FzD8Olx1knQsu0lNzWduoOctZjX+DJT9dbJsUGFGtw7mlhKUvNTfxLWSCp7SoGs4rp//GVYuvTh95+n0SCNEMpkbB/rUOG3tCHXpqh9zcpViYcUfWSErs7KkGbOyWVtRH9jox4+9z8OsxBs9exam0Hvay9kBlUjDX0tRHDxZLdOb1cLHz0wy68uXybIaMtC8Zkn/f6tHLLCgU9ZYDHDjSW+cQz9PHXdkhhvh6EALGAXpahz8sMQVEUDO1agIXXj8Gtpw2wbKMxtyS89bQBnkpQNFppT55pNWAxwJ9+TE+svnMcrj/F2FqwqCDbso82mXzhT8WY9qR8jZSiAueWqoBzdnN4twK8eMlReP43IzGocyt9ESsgli39y+ShWHH7KYZ9OkuyxaFgAA9MGYYzh9sHdb8aEW8velL/QsPk5B/vGoenzh9hvasXUNCnsAVCwYCldGZwF/uLmb+cPQSdC3JwzUmHQFEUFBXk4NejegjtmoOWz7IsSXJUz3iAfNOp/QDEAvJWuRl45fKj8fH1x+P4vrELpta51r89U4+ILdZ0kTD5+dhD7O+StMnLxOc3nmB5XJahN2uXn4W5lxyFZ6cfYXnuH+ccZjtHMBBQ8Mz0I3Hb6QPwp1P7S7cRHda9wPDvE/sVYv61ow1zU/zIzgji8V+PwFMXHOF5PhI1k5IbAHj11Vdx8803Y8aMGSgpKUG/fv0wd+5cTJ06Vd8mEokgEjEuiZyVlYUPP/wQN9xwA373u9+hoqICw4YNwzvvvMNVYhtB67xMzLvqF4ZfNLmZIUw/piceXbhOr89rlZNhCC7MK0dqMoKKNNBxmkxYUl6Du97+wRpo6EGw+0RNYybavuRGC6rFwCwYUBCNqNKFpeIlN7Enw3pA7+/a3G1SbCJlFIa1tDxm6A196N1q6H1k6MWJ3jWRqN4W1K7LjZZxLK0KY9W2/XrJgtjCUTaBUWP+jPnNTLrV5AOxsecIx62oMf4uy80MSgPY/Kwgdlvnlhn8ra7M7dyR8Yxn69xMVNQYa9Nlk4HrU3KTFQqgZY7zn6F+HVvg4l/0wqtL47fz9YA+Kx4wdWiZbWjNt7+yVl8hWOTlAkdjDuhbZId8XcAMqys5yMkwZehNAX4goOCcI7vhL+/9qD8my8AOLGqFJRv2GuqUzQ7t4L7i5tCuBZZJmG3yMrGvogbXju2LkUJWd1DnVnjk3OHYV1mDqXULUZk/7x1sLnJOGdgRpwzsiG37KrFofbw8ZdbUYdh1oBrnHdUd+VkZWLKhBHdOHIQXl2zG45+sw43j+knbDZudPKAjurfNxcY9Fbjs+N7S5I1m8oiumCysfOrFsK6t8MrSeB/8H+4cZ/gZvODonujWJg9Du8Z+X7TMzjCMQVEUtM7N0FdjXXXHKfrn79bTBuD6U/p6uvgPBQNYcfvJGHz7+/pjXgJ6zaGmkqM3rjgGQ7oUOO7Tt2ML9PU4EfSI7m3wOOJtRP886eArVW4Kmk1An5+fj1mzZmHWrFm22zz77LN49tlnLY936NABs2fPTuHoyA+7rIEY3LXMzjAEFzmmlSM1+VnyP8Beao/NQX9AgSVFb5vxFSfFmvYR/61NnjVksesuGmQLS+l96OuGpm0TDNi3D5RRXEpuFMXf8QD7khuxDt78vfAzKdZPhl6cLCYuLGVXliJeEE34x2eYNXUYJg7rbFjm3lzeIcrOCOprCgD+gkavQsFYz3pFid2hqayJGC7K6pOh1zwvdDtpnZdhaWMnu6hyujB0kxUKYPygToYl50VP/t8InDSgg+WzkSkpuSlsmWXICN77zg/SVoPmYNqJOaBv3yLL1wWMVkphPqfse9ImLxN/mzwUf3h5OQ4pzMdQScBlDsxkZBNtZR6cehh6tMvDOyt24K+Th2JAUUuUVYelCyXJ+m+fMrAD3lu1E5mhgO2FssYcaJ/Uv4P+HswQ7r7+fuyhuOrEQzxfNOVkBjHvqmOxdV+lp/fGr18d0RVb91WhIDcDvx3d2/J8ZiiAcYM6Oh7jr5OHYsYbq3D+0d0t3/dEf6cBQC9h3oebooIcPHLucDz00RrcOK6ftESqPkb0aK3PyzikMN/TXSJKvmYT0FPz16Fltj4JzJyhzw4FAVjrZfOyQpD9rfES0Juze7EyFeM2iawUK97G1fvQS4Je2cJS2tEsfeh9Rt+xgN5hUqzPCbGA/aTYmnD8dZjHKf7hDkdVbC6pwH8WbcTEYUUYWNQq4Qx9dkZAD7CraqP63Q67CzDznYO73/4BE4d19pyhDwYUTD+6B5787GcAQNc23v6gnT+qu6ftACAjEICixMpuymsiqKiJILuu8442sVYm0YsL2YS+5NfQB3HakE7Ytq8SrfMy8eSn6w0t9Y7uE8sUmwM8bXKzGHy2y88yLApl1zfc6ftoZg5uBxW1wvhBHfXvs6ZDyyzslPRY1zKc1hp6+RjOOrwLRvRojY6tsqXvdcdW1kz44M6tsHZXGSprI+jsM5C65qRDcc1Jh+r/9rLqqebGcf3QtXUuph7pnvW+5qRD8f738daiTp9JvyVceVmhlATzQKwM54/j+9XrGCf274AT+3dw39CDWyb0x11v/4DczCAGdy7wte+EIZ1StjBSQW4mnrrgCLy/agd+5fMuCCUPA3pKG785tieufWk5erXLQ9c2uYaskF3JQixDb33OaUU4jbnOPpaglwcWZsYuN+bn4l/rtdsRa9ArThKN96GP/VufFKv1oQ8ovlYB1vrs2j+fQJcbm5VinTL04m316nAE5z21GBv3VOCpz37GuntONdS0y9qP2smo6ykciaqGCzO3lWI1Wh94seuLWyB41UmHIBBQMKJ7a8+TYqcfE6uj9fKtywjFxpiTGQvoK2sj+sVq7PXa/wwkQlb/Kq2h93Ex2SI7ZCgLit1xUHBpXfbzzeXb9ID+8uN729bPau+vWLsdUBTkZgYtHYPM/FzgiJNiu7TOQfsWWbh0dG/sLK3Gpj3lellXx5bZloD+wSnD9My0+e5OrsNdgu5t7TOvbfKMAX1ORhBPX3AEtu6rxItLNhvqslOtV/t83OIw/0DktXSDnJ13VGyC6mFdW3sq02tIow9tj9GctNqoGNBT2jjjsM7o3jYP3dvmxvrhS0pXzLIzgtLMpdOkWDuyINhLht5MLCnSAlzxjoFeVmMouTE+Z5kUqyiWSbxOtDUFnJ6vT8mNuK/22gKKtZwqWwjSq2ojelY1vhZA/H3xUlOr0RYeqqqNGoJyr98v7fxi8JnvUHIDxMoKbqqbQCar3ZaxuyCUjzG2rfY+fPXzHhx7SPu65+y/n4lk6AOKvMRIWkPvI6Na1CoHP1bF+7qb77pMG9kdn63djYxgAKcOts8magH9yQM7YuY7q6GqwJQjukJRFBTk2reyBPy9HxnBAO47azAW/1yCm+u+t+1bZOGhcw7DW99tw5XPf6sfc9bUYXh16VYc37c9ThtSZJiDYy6tyE9wol/bPONF1qWje6F9iyy0b5GlT5htioIBRa/Zv+akQ9x3IKnsjCD+b1SPxh4GNVEM6CltKIpiWJgiKAQXdlnCzGBAWqfotGiT/QCsZSq2XW6EsZkz3bJJsWJGUbbIkXZaRS+5MS5+FQgoUHy8JreSm8QCeuP+Gq3kJiS5UyJ+b6pqrXdNwgmW3GQEA/r3plwI6O0XljIeWwtSxX3FCZhArL77/vdW43cnWAMUr3XWWk2/l621bbW69nXF5XqXD6c65nwfNeOaFqY5Kpr6Zuj7FObrCz0B1ou0cYM6YuF1x0OBoi9WJ6NNTOxckINPbhgDRYl3lGmV4xzQ+71jMeWIbphyRDfL4+JdmMGdW2HisM6YOMy+o0uX1jn6AliJzjtom28M6AdI+r83VQ9MGYabTu1vWFiOiJKHAT2lLTHAK5C0BwNiZQp+JsE5kbat9FJDby2ij28XlJTc1O0r60OvxZ3aU/qkWJ8BuCKZD2B4PoG7uW6TYmWNeHIMAb21p3aiNfSxDL0W0MePa5cRN0+W1b5/Ynbf/Dk6aUAHy6qpGq91wNrnp1f7fNdVkmUXRDsPVOnP2fXYt6vXdlKQmyF9DdIaeh/BaW/TRD5ZGZVTyYlG7DRiXsDIrQ48Wb8PjunTDiN7tsG2/ZWeSl3+feGRuPed1Tgjgd7cGnMJ0oCi9AnoFUVhME+UQk2rCIvIh1MHd0KHllkIBhS9nZpZRjCQcA2xWUCxRvSe+tCbnpNn6KOWx8SEuzlDrwXyYh96seLmVyO6OC8c5SVD77OG3r4Pfey1JZShj4g19MZArFe7PPSwyeJmihl6ofwlw6a9p2XBq7rXIu7rp1TDe4Y+Np4/ju/nGohqF3+nCD3Zd9W1L8wIKbZlZ2KpkF2XH7PKmoj0eLILWD+TGHsXGlsq+rlIE+U6zFFw632drA5E2RlBvHjpKHx6wwmeAtVe7fPxxP+NcCwl8uKIHrG7lN3b5vqeBEtEzVe9frOtWrUKn3/+ObZu3YrKykq0a9cOAwYMwHHHHYeWLdMnc0DpKT8rhPevGY3ymrChNEKUEQygRXaGbRcKP2RlKl66ppjrxsWMZihgDd6lJTemL/QuN2r8mGLBzWlDivD99gNYufWAdHxuC0spSKRtpbC/oQ+9/eJXwYCCjKCC2ogqXfXSKUMfDCgIh+VlRpmhgB58GkpubAJa88WC1na0sm65ekXxF3x6jXG1z8+hHVrg61tOwkMfrsE/Plor3VZ7PZMP74r3VsU6hmivzWlSbBuh7tppsqjWDhOIXSiYL3Iy6yawmjnNFzHr3d4Y0Cc6sS/Hoc9/gcuFUaL1603F3yYPw6vfbsEZh3W2bfFLRAcf37/Z9u7di8cffxz/+te/sHHjRsPCJvpBQyGceuqpuOqqq3DCCdYVzoiSpVVuBlrlZmDD7nLp81oQdPWJh+Km11bU61yyunK7IM8pa2nI0Eu20zP0hhp6xfCcFr1H9UmxgJiiDwXcV4J1WosqlqH3J+CSobd7T7JDQdRGwpaSG1VVTTX0pqA7oOhzCcwygooepBtKbmyCXnPmWQtStYA+JyPoK3jSSprcpjWIGfOMYMByYWEYU922YhBcVvfaMgIB2/dXzPw7zZse3q01vtm4F0As+2u+o5Jl89756cvetU2uoV9/to+JzoaxOFwItHNZyTU3BWsENKRubXMNrSaJiACfJTf/+Mc/0KdPH/z1r3/F+PHj8cILL2DNmjXYv38/qqursX37dnz++eeYOXMm9u7di7Fjx2LcuHFYu1aecSJKFrtMX4YkCEqUYspqZwYDthlfQ8mNaRMxMJRlN7U4KirpQ69tLS25EY4RCsqzqeIYnJ+3fcqW3aTYsEOGHgCy67Kt5oC+JhI1dbkxBd1BxdDaU5QZDOoBqFgHb1dyYv58aGPV7hr4Xfk1Nj73z5y1649TQB87njhWLUMfCirSkibAmKHv0NI+2O3QMgtTRnRFq5wM/P1XwyzvlZfyMpkJQzpBUYCRPdtYyor8LKwjcvrsdneYTAskNkmYiKip8x3QP/DAA9i+fTseeeQRTJ48Gb1790aLFi2QkZGBDh06YNSoUbj22mvx8ccf46effkJRURFeeumlVI2fCIB9KYWWkU1GNwgFxux6RtA+C+40KVb8p7QMpW6HiMNKsdozeh96xVhDHwq6THqFc3eSRLrcGGrohd8seobe5oDaxFhzyU1NOOrYhz4YCEjvEAKxmnJte2OXG/mvPMvFQt12WoY+kcDTbsK0k2yHXvvapFcxsNbes7zMkO3FypE922BQ55bo1T4Pfxjb1/b4ORkh3Hf2EHx761gc3r21pfOPXUDvVnFz7pHd8O2tYzHn4pGW5/yUMc2aOgzZGQH83iU7fUSPNo6f3VSs4ktE1Nh8/WZbvXo1QiHvu/Tu3RtPP/00IhFrbSxRMtn1KNe6mgwoaomZZw7GH19NvOwm1kc9/u/MkH2ZgxgMWdpWKuJ2sgy9/aRY7QLC0ofeVH7iXnLjXpLjrZmi8Zjx8Yo19M4lN1r2WwueNdXhqHFSrOl7HDLdlRBlBuM19OJFgV1Qan5c+/ZpAbPXhaJEXiegipxKULSLU9mFQn52SPr+ntivEFmhIN688hdQFAULVu+yPX5OZuy42ufPa4ZeqVvTwK4VbE5m0Haiqp8LpYnDOmPC4E6udz4O7dACz198FO54cxVW7yi1PM+AnoiaI18pJD/BvCgY5C1OSq1WORm4ZUJ/nDakE/oInTTE4Gfqkd0wpR7LUpvLVDJDAdvspBj8OJXcyLLW8ZVixbaVdfvW/VtWchMwBdGOXW4CzpnVZPahX1dcro9RJtsmQ19VGzGU4ZjbDQYD9otpZYYChlITjV0NvfliQRt/fUpu7M7lxEvJjSyrnZcVMrznLbND6NUuDxcd2xNA/DNndycLsLZENH+/nO44ON3tcXrv/Ha58VLGBACjerfFyQM7Sp9LVtcrIqKmhG0rqdm4+NheePjc4YZAzpxldJoI6sbchz4W0NuU+nicFGvX+QWQl9zoXW60DL0aD+hPEQKYVjmZDV9DL7wW2cvXFkQy08pMqk1tK6tqo3pAHQoo0gy93aTTzGAARZKWfpkhbzX02p2BinqU3CQW0DuU3DjMB8nPChnuIlx5Qh98dN3xOLp3O8N2diVHsXOb3l/T+J3moTj9XOVmGANosUwq0Rp6L07oVyh9PJG+/ERETV3Cv9kCAftJd4qioKCgACNGjMCNN96IMWPGJDxAIr/E+nVzUFWfNm/mSbEZQfuSG3EBI/MWriU3prIa8SDmCwg9Q68ouPS4XthTVoPCllnoU5jvXkPvdNFRzy43soytXUmGFmTWRs0BfUTvTZ+dEbT2ijf13hdlBAOWBYe0x2XMmWJtXYCqemToE5mIbVc6BsTfJ3lAH0S5ULJkW4LmkKE3lxXJ2lbaccrQO7WYTLQPvRfDuhbgsWnDoSgKfjvnG/1x82qrRETNQcIB/YwZM/Dvf/8bpaWlOP3009GhQwds374db7/9Nlq0aIFf/vKXmD9/PsaOHYt33nkHY8eOTea4iWwFHQJ6P8vUmykw1dAHA7arZIrnNV9EiKGybH9ZoK2Y/q+VmmhlOYGAglAwgBmnD4gf27WG3u45+bjd2PWhd6O9XnOGvrI2ok9ozckMWt6XUECxnRSbGZJ3IPIc0Jsy9E5BqZ2Eaui9ZOhlNfRZGYaFuexKkczvoVj7br5osQT0DnccnFaLdVqZNZUZegAYL1nESVaKRUSU7hIO6Nu0aYOOHTtixYoVyMuLL9VdVlaGsWPHonPnzli2bBnGjh2Lu+++mwE9NRgxmLFMdkw8nrf0Zs9yKLkxdLkxPSfuIm9baZ+117vcmEtuJONwm/RqF3T76Stut5+f1UO196AqbK2h310WWwysXX6WJUAPBgK2gatd4G73uHmiZE3dRN76dLlJdg19hqRtpSYvK4jMULzEyK6sxDym3IwgSoWLJpH5/XbK0DstLuU00dfcuaghJPJ9ISJq6hL+zfaPf/wD1113nSGYB4D8/Hxcd911ePTRRxEKhfDb3/4WS5curfdAibwSKzfMWcX6ldzAMinWLuNvCH7Mk2KFr+WTYuXnBoRyHGiTYusel2X1XSa92mfoFdmwXRlLibzvZ5uhr4lgb0UNAKBNXoblIiEjaF9DnxUKSLPqdllzc9ZWy9DXp+Qm2TX0WoAtO26L7BAmDitCm7xMHNohH6cNtWamxWNoxPfIWnJjWljKqeTGcFfMPG/F+G/xW5bowlJ+TajL1B/Vq02DnI+IqKElnKHfsmULMjLkS2yHQiHs2LEDANCpUyfU1tYmehoi35wz9IkH9ObOLxnBgO1kQEPJjek5Y792b5l1fWGpuv9rgWxUnxQrH68drdWg/Dnj/72ya1vpRgsyq00Z+lvfWImdB2IZ+lY5GZYAMxhQkJsZxP5K6++XrFBA2hHFLsjOzgjirOFd8MrSLQDiNfQVNYm3rUykD71TDb02dtlryM/KQFFBDr780wnIdFhUzJxJz8sKAaWx99j8Gs3ncZwUa+iwk4E95TW224oaKkN/2+kDcEyfdrYXOkRE6S7h36Z9+/bFrFmzEA6HDY+Hw2HMmjULffvGFjDZvn072rdvX79REvkgVmGYg5L6lNzEMvTxf2c5ZOiNC0uZauiFf8rGI8226wtLGSfMipNiLcdxmhSr2Af88VVpE6+h9zNXQevZb87Qa8E8EAvoZTX0U46QtyHNDAWk2W6nrPnffjUUvzuhDwCgNqJCVdX69aG36ajjxLFtZd3rDwasLUW1OvWsUNDxYsp8USSez7yb+Q6HY9tK4XvTMkee6NGIP58NlaEvbJmNc0d2Q8ts57EREaWrhDP0d955J8466yz06dMHkyZNQocOHbBz5068/vrr2Lp1K1555RUAwAcffIBRo0YlbcBEbhwz9PWI6M1dbjJD9pNiMz12uZEF1bJgOB5kx6iSSbFm7jX0ds85ZfZh21lGHEMyauhFLbMzJF1uArj8+FgA3qt9Pq6a+63+XFYoKA3o3bLmYsAvdo3JSaDVYTJKbrJCAVSHYxc64h2HjEBAr/MHYiU3XphLbvKEoD1sql8yX8Q4vQeGgN7jWADnEiMiIvIu4YB+4sSJeOuttzBjxgw89NBDUFUViqJgxIgRePzxx3HKKacAAJ588smkDZbICzGgN9fz1qPiRtKHPmjfh97Q5cb4nJj5lmVTpV1uzJNi6x53mhTrlKl1WinWPAFXZA4k7c7n533WXm9txOZKAbGsryxDnxkK4JqTDgUAQ0Afy9BLauhdsuZiwHtAKOXJSSDwlAX000Z2w3OLN9nuYx5zTmZQD+jFz3IoqEBcWNfr6qfmDH2X1jn4euNeANaLX0tA73D3QPzetLJZFVYzqHNLrNx6AADQNj/LfdBEROSqXitsjBs3DuPGjUNFRQX27t2L1q1bIzc3N1ljI0qImGg0T+QzB76ZQfsA1UyBMXud6dSHXgi+zKUriZXcaNtrJTfWlWItx3EsuXGvoZfJDNm/X4aSmwQy9E5aZIesGXqHtpC2Ab1L1lzM4B+oigf05lVUvRCPdfrQIpw3sht6F+Y7BvSyLjT7EBuHeGfE/F54Xf3UnKG/6dT++GztHhS2yMKxfYyLUOVkBhz/LRJ/rgpbOAfpfzl7KP7w0nKcNrSTr88JERHZS8qSebm5uQzkqckQ87xuk2KdAlSzgGJM0Tt1uXEKHMUxyEturPuYS27Mk2L9ltzEauidxyfbPSsUQFm19XHAGNT5q6F33zY/KyTN0Nux63LjdvEgPv+vT9brX2fXsw99QU4GRvZqq/fV90q8KBEX5jJ/vrwG9BmmDH1hy2x8+acTEApYVw42XxA5XdSIn7+2+Zno0joHW/ZW4vd1d09E/Tu1xLyrj/U0XiIi8sbXfeT7778flZXy5dvtfPPNN3j77bd97UNUH2JA7DYp1k+C0Lx6alYoYJvNznQsuXE+v9PqsYpdhl42Kdbhp9u5D739fk6dTsTD+epy4+GbkJcVstxVcLoQyAwFkC0Zq9u4xDr1V5du1b9OaFKscCwtM+53ZVQxqBZLySy18Alm6LVxyt4X82t2mrArfiuyQkG8/NtReGb6EbiybpIxERGllq+/Ls888wx69eqFW265BatXr7bdrqqqCq+88gomTJiAo48+Gvv376/3QIm8EgM9c82wOXDxc8vf3BkmK2RfcuM4+dYl8JW2rRTGAMTuQqiqqmfqnerupeNzqKFXTBcPIqeAVNzez/sadLryqNOiLmA1fm+dA3pz28obx/VzPY/dpNmE+tAL75V2XHFMV594iPt4xMnVivxznZ0R8DwB18/3xXyHw+miRrx7kBUKoFOrHIzpW8iSGiKiBuKr5GbFihV45JFH8Ne//hX33nsvCgsLMXz4cBQWFiI7OxslJSVYt24dVqxYgXA4jAkTJmDp0qUYOHBgqsZPZNGnsAWWbIhN9FNNLVnMQayfgMPcGSZTEtBfeExPTBjS0fCYpW2l4TnreeTBubavlqE3BlFOWX2ZgKLYlsUE9HNZee1F7qfkRpY1NtMy0KGAAq3DudOFgCww79w6R7Klkd2k2URWis2UZOgB4IPfH4fvtuz31BM9ZHMBI5bzeC23ie3nPYdjbinpVENvDuiJiKhh+QroQ6EQrr76alx55ZV44403MG/ePHz55Zf44osvUFlZiXbt2qFfv3649dZbce6556JXr16pGjeRrckjumDuV5vQuSAHw7oVGJ4zx73+AnrFELhkBgOWoHnG6QMs+5nPYFhYSloqY59t1zP0qqp3uAESmRRrP/nVKbPvtPCR24XK7ZL3BvD2PehUkG3Z1q2GHgDa5Wdhd13RfweXyZqAfcCbSMmN3Z2iQzq0wCEdWvg+hvi5EDP9fgJ6X59307ZOPdzDDOiJiBpVQpNig8EgzjzzTJx55pnJHg9RvQ3v1hqf//EEtMwOWSbymYMUPxlLRTEGLpmhgKcafHNwK+4jraF3KLnRtlcBRIW5vNILA6dJsVBsy4L0DL3kaccMvfCULHD85bDO0v3caujPO6obCltYA3qn4FS7KLllQn9c8+IyZAQVHOohiLb7PCRSciOOzul9c3Lp6F5Y/HMJAODkAR30x8X3zGv9fH0V5NoH9BHTzwURETWshvlLQNTAOhfIyyvMQeroQ9s7thE07qugNhyPop1q6J3OKU6tlQfi8nOL/49aMvTu5zWfw7XLjaTdprmvv2w/89f6/jb7Ob2H3dvm4q5Jg6XHMF8I3H/2ENzw3+9wzpHd9McmDitCVFXRsVU2Wuc590cH7GvoZR1z3IhvgZ/MeKdW2di+vwoAcEyfdnjzyl8gOyOADi2z9W0yEszQA8BZw7vglaVbcOtp8jsmdlrl2L9/xgx9w6z+SkREcQzo6aBiDjT/OL6f94AeQE1EzETaLyxl3M8aGMe/9lhyY/q/uYbeb4Y+ELCvoTdPwBUf93pHQ1bebjcepwx92GGxKXMf+l+N6IpTBnREy5z4rzVFUXDm8C4uoxXGYnPBklhAn9iE0CfPH4FL/v0NTh7YAVmhIAZ3aWXZRhxnqxz7zLnMX84egmtOOgRd2/hrNcwMPRFR08WAng4qYuzYq10eWjjUBVv3VVAr9KyXTYqVccuUmzm1oNTbVgKIuk6KdR6T34AzoCi2GWzteX08smPbnM5LlxsZ2YVAK4eg04tk1tCLo1Ptr0ssBha1wud/PMFxG7GffEufAX0goPgO5gGgtcMKsIafCx9lbERElBz8zUsHFTHo9JtADSiwBPReaqv9ToqVdrlBIpNiXWrobZ5W9W2sx6vPgll2w3HK0DvF+oleCDiRvb5QwPl12/ERw/tWnwy9H49NG45gQME5R3ZzvHg1dLnJ4J8VIqKGxgw9HVQUQ0Afnzh519s/eNrXnIl0Wj3TjtukWOlkVcXwP6iqMUMvD6Cd6t3tA37VLqJXjL3VrecTju/jAsOpbeXZw7vaPudlQSq/ZNnlRMptAKBGmG/hNPcgEeJb6dR9pr7GD+6EH/p3cC2jCZu6PxERUcNiQE8HFTEG1L688JieGNy5Fab8a5HjvuYuN1kZAUOg06t9nv2ONv+UBd3OXW7iJTf1aVsZUOy73Kh1uWVz7X/AdVJs/Gv5XQY5WWD+p/H9UBOO4jfH2be+TcWiRbI+9ImU2wDG8dU6zAVIREVNRP9anDOQCl5q4o0Zek6KJSJqaEyl0EFFVhYSCCgY2aut674KFEMtdFZdJvL6U/piUOeWePy8w232sx5H/1pWQ++Q3da2j6qqcWEpv5NiHbrc2NV7K1A8rxQr79Qj309WOjN+UCf87sRDLAs6iUNLRYZeVlqTyKJSQKyDkmZY14JEhyRVKQb0KczQe2Ven4GIiBqWr9TOCSc4T9QSKYqCDz/80PeAiFLJkKFPoIZepGUurxjTB1eM6WO7n6VbjKHkxlsgHl8pNiZWciPs43tSrGJfciMZp3Y8p1pyxbCtj5IbyUC9rB6bigy9LBhN9DTHHdoed04ciGhUxaje7heMfogZ+lTW0CeCNfRERA3PV0AfjUY9d8ZQ/bR1IGogshp6r8xBs9f2fJJS9PgxpRl62TG0DH18h7AQ0cuCYqfXp3iooZdN5vU6KdZPsC3b1kv23UvQ75fs9XlpTWrn/0b1qMdo7BlLbppWQJ/oHQ0iIkqcr4B+4cKFKRoGUcMwdLnxua95+0T7bbtdVDhm6IWnDH3ofXa5idXQ2z2rSsemuGToxeP56nIjCcy9rH6aii43LbIl503+dUO9VdSE9a9TXUPvV1O7Y0BEdDDgvVE6qNSn5MYc4HpdEVMWGMfHIwnEpdn2uv8L0WXYtYbefkyeutyYxwAg0yErblwB1/l5kTlDH+se5P7epqKGXnbeplgTLnZbago19GcJi3flJdgViIiIElevv1TV1dV4/PHHcc4552Ds2LFYs2YNAOCNN97A+vXrkzJAomSqbx96UcpKbqRdbhTL9uIqqrKY066LDeCxhl5yPMcaelP3HvPp7YZjDsxb52V4KodKRQ29oij44/h+hsecJgI3llMHd9K/bgoZ8RmnDcAlx/XCMxcckfAKuURElLiE79Xu3r0bY8aMwapVq9CxY0fs3LkTpaWlAIDXX38d7733Hh599NGkDZQoGQxBp89aCnOckmjm1m1hKccMvRjQCzX0fkpctOfsu9yo+jaGfeDch948hoCiICqk++0CvZCpdMZpRVLjfqkJHH87ujf6dmiB6c8uAZB4aVUq3X76QESiKkZ0b+2pPCnVWuVm4KZT+zf2MIiIDloJ/6W64YYbsG/fPnz99dfYtGmTYRLsmDFj8PHHHydlgETJJGZ1zfHgf387CtNGdrPd1xywes7QSwJju+cA5z70xkmxia8UG1AU2wDbbjq720qxlq44pjHZjSZoKuPxHNCnsBRGfD+bYkDfOi8TD587HBcc07Oxh0JERE1Awqmdt956C/fddx+GDx+OSCRieK5Lly7YsmVLvQdHlGwBY12I4bkRPdpgRI82+GztbmzcUwEgFthpk0/NAanXUgzrAk3OGXqn8hlDhj7iNinWfkxOz8W73Fhr/51q6M2vxXxhYjspVlJy40WqMvQAUFUb/53m9QKDiIiosSScejpw4AC6d+8ufa62thbhcFj6HFFjMk5IlW8jltKInWSgKDiyZxvpdv4GIR9P/DGHDL2wc/0WlrJ/TrXpW+nWtlLWt968v4z57oLXtoepqKHXHN2nHQpyM5AVCuDGcf3cdyAiImpECQf0PXv2xJdffil97quvvkLfvn0THhRRqnhpW/nrUfEL1cIWWfrXQUXBI+cOx7iBHXH3GYMcJ50aOJTcyDP09vXw4lO1Qg29fB/nSbF27BaWUuC2sJTpToQwJqd6fnMNvdcLpVRm6POzQvj4+jFY9KcT0bVNbsrOQ0RElAwJl9xMmzYN9913HwYNGoQJEyYAiAUJS5YswaxZs3DzzTcnbZBEyWLsciMPCM8b2R3hiIqigmw89NFa7CqtBhArhWnfIgv//PXhvs5p6XLjcJdAUeQXGtpYDX3oxZIbn20rHUNhmyL6gKK4TIq1bu80Po35YsTposFpv2RrCt1jiIiIvEg4oL/xxhvx+eef44wzzkDr1q0BAKeccgr27NmDcePG4eqrr07aIImSJeAQTOuPBxRc+IvYZMN/fLhWfzzRdnzWTLf9RUXApp2krOSmfpNi7cdr17bStYbedFBxTE7vnDnT7nUFWHNmn4iI6GCVcECfkZGBefPm4cUXX8Tbb7+NnTt3ol27djjttNMwdepUBPjHlpogwyqtPttWJisj7LSwlAJ5eYosQx82lNxY93GcFOvwZLxtpfViw6nji/mIXnv+yxaW8iLVGXoiIqJ0Ua8GxoqiYOrUqZg6dWqyxkOUUn5XihWrTxKNH5273MD2OeMx6v4vPC9OipX3oU+shj4qnxMLRXGpobdcAAjPOVw8mTPyXktuvGbyiYiImruE0+g//fSTba/5jz/+WF81lqgpqd9KsUkquXHI0EOxq4dXtKd1xpVi/ZXcOL0S1aaI3i2gNw8hmOCkWK8BfaLfDyIiouYm4YD+2muvxRtvvCF97s0338Qf/vCHhAdFlCpi7Oi35CYVAaSs1aO85Cb+vMYtQ+/chz725MRhRZbn9K6VkrsH/jL0XgN6U4Y+ZL+x+Jq9rgNARETU3CX8F3HJkiU47rjjpM+NHj0aS5YsSXhQRKmi1CtDn+g57cdgraF3vsywWynWKasvo72WWyYMsDxnu7AUnOvbLeVDHi+e/NTQRxnQExERWST8F3H//v3Iz8+XPpeTk4O9e/cmPCiiVBGDXL+TKhOdhCkLjPWvJRl62YRVbTtD20rXPvT2Y9LeB1nwHFXlJTextpVOFwmmLjcOcwVEfmrow4aA3tsCVERERM1dwgF9586d8dVXX0mf++qrr9CpU6eEB0WUKn5DclUIbpPVttLYOtMU7CvyXLb2qF2GXhYDO4637ilZ1xq7haXgUkNvZlxYynuG3ukchpKbDGboiYiIgHoE9JMmTcLMmTOxYMECw+MLFy7EfffdhzPOOKPegyNqSpLXttK+7Eex6Vupla+Iz4jBrSxg9lJDny0JisXjmvdxLrlxqKG3H4pkUqz91kO6tNK/9trekoiIqLlL+C/ijBkz0K1bN5x00kno378/xo4di/79++PEE09Et27dcPvttydxmETJIcacdqUldpLV9lw8jKwPvew8epcb4TlDhj7BGnpFUTBJMjHWfC5tbI5dbkxPBR0uXAzb+cjQPzjlMBzRozWuP6WvYy99IiKig0nCAX2rVq2waNEi3H777WjTpg02btyINm3a4I477sCXX36Jli1bJnOcRI0u8baV5rIa+2MGAvJpsYpk+4jrSrH2YxKP88CUYXj+4pH2Gwv7OGXPzeMOeiy5MXe5cZrs2q1tLl7+7dG4Ykwft+ESEREdNOq1sFR+fj5uvfVW3HrrrckaD1FKiUGnzwR9EttW2k8Wtam4ia8UKzwm9qF32kc6AsW4XfsWWZJRWi9EMhyC7YT70JsuEpxWoyUiIiKrhP9yFhcX46effpI+99NPP2H37t0JD4ooVQ7tGO/M9KsRXX3tm3iXG6OAKZg2PqdIM+uJdLlxLrmx3hmwO6c4Vqe6dctrEQN6272ADFOtDgN6IiIifxLO0F9xxRVo1aoVnnjiCctzf/vb33DgwAHMnTu3XoMjSrbCFtl44ZKjsG1fJX45VF47bifRBL3zSrHm5+QlN/Eaej996O3HZN7eXPYCWINwtxp68xCChtfpcHHhow89ERERWSX8l/Pzzz/HKaecIn3ulFNOwWeffZbwoIhS6ahebXHm8C6+J1UmK0OvGEpuJPX1sgy95FjuK8W6T4rVeHltgYDzdpY+9B5LbsyyMthfnoiIyI+EA/rdu3ejbdu20udat26N4uLihAdF1FSIdfbJqqE31q8bnwsozsG5fR9695IZw/EC9sF3fH9zBx7n1+98keD9vWOGnoiIyJ+E/3J26NABK1askD63YsUK22CfKF01RJcbecFNfB8xRjZm6K37+Kmhlwb0ln1sD1e3vf0x/dzcYA09ERGRPwn/5Rw3bhzuvvtuy8TYNWvW4N5778Wpp55a78ERNTYVzkGzF5aSG4f+7AHFOdtu7EMfnxQrKx8y94U3n0dkXtxJNja3lXKtryXBkhsG9ERERL4k/Jfz9ttvRzAYxJAhQzB+/Hj85je/wfjx4zF48GAEg0HccccdyRwnUaNLWsmNwzEVRXFsQWnbh95vDb2HkhvrGGL//+vkofhFn3Y4bUgnz8d0K9cRMaAnIiLyJ+G/nEVFRfj6668xbdo0fPfdd5g9eza+++47nHfeefjqq69QVOSvgwhRU5fwpFiHTLdsUqzXRaLEPvSy4N0po+6p5EbSUhMAzj68C+ZcPBL9OxkXjzMfwetKsQBwYr9C/eucTE6KJSIi8qNeC0sVFRXhqaeekj5XXFyM9u3b1+fwRE1K4gl6c518nLVtpTzbrmW4FZsMvay8xrltpfHfsraV1jGYjyEP+DXGGnrn4//uxEOwqaQCxx7SHi2yM1zHQkRERHH1CujNVFXFO++8g6eeegpvvfUWqqurk3l4ogYndrlJNENvZl6lVRRQFHk9vGRSbLgeJTfm7T21rXTpXZ9IK0zNsK4F+ODa0Z63JyIiorikBPTr1q3D008/jdmzZ2P79u3IzMzEWWedlYxDEzUZiXe5sT+OJUNvdx5tUixsMvQ+F5YyX0jILghi2wkXNW4Bu/l1JtiHnoiIiPxJOKCvqqrCyy+/jKeeegqffvopVFWFoii49tpr8cc//pFtK6lZMAbfCQb0Dv82Z+MDigJZG/Z4H/r4Y25dbpxr6E3/Fh648JiehrGqNvuEgtaxi4JJeO+IiIjIne+AfsmSJXjqqafwwgsvoLS0FHl5ebjgggtw1lln4bTTTsPpp5/OYJ6ajYChDjyxY1hiWUX6pf6AdIKrZAxaht6utMWx5Eayz6uXH42lG/di2sju8fMKKXqnPvPiGGXPM54nIiJKHV8B/ZAhQ7Bq1SoAwKhRo3DhhRdiypQpyMvLw/79+1MyQKLGJGbLk1ZDDzHQlWXonerh489pNfR2w/JTcgMAw7u1xvBurW33MU+8NZfpOE2KZTxPRESUOr4C+pUrV0JRFEyYMAEzZ87EgAEDUjUuoibB2Hox0ZIba2tKjdcaetnCUhE9oPefofd6baIYvnbO0LPkhoiIqHH46kP/4IMPYsiQIXjrrbcwePBgjBo1Ck8++SRKS0tTNT6iRpVoEG88hvHfAUNAL+ly49BTXnxO60NvFyw7Dd3r3QZjRx7jc+YaeqdJsUzRExERpY6vgP6qq67Ct99+i6+++gqXXHIJVq9ejUsuuQSdOnXCJZdcUrfKJf9yU/MhTjxNRcmN14Wl9Ay98Fh9aui9ZsydyoOCphoca9tK8ThERESUKgmtFDtixAg89thj2L59O2bPno0RI0bgv//9L1RVxUUXXYS//e1v2LNnT7LHStTgxNVYW2Qn1hTKulKs03P+u9zY19Dbh9GJXHdbAnaXGvqQEPDzQp+IiCh1EgroNdnZ2fj1r3+NhQsX4qeffsIf//hHVFRU4Prrr0fXrl2TNUaiRnPnxEEAgF7t8tCjbV5Cx3CuoTcHxfLgV5Fsr9fQ22bo7cfk+W6DQ9WMpcuNpbSo/h2CiIiIyF29AnpR7969cc8992DTpk343//+h3HjxiXr0ESN5siebfDpDWPw1lW/SLzkRtabso65c4yiyBd5kjS50bvc2C8KlYySG/t9rCvFmktyxOMwoiciIkqVpKwUKwoEAjjttNNw2mmnJfvQRI2ia5vcpB7POUPv3LZSVkNvl6G3TFo1HM//WM3XAMGgS4aefeiJiIgaRNIy9EQkZ45lnZq/KHAOfg1dblz60DvdUUikjaQ542/O0FvaWiah5ScRERG5Y0BPlGLmYNapc4zilqGX9KG3K7kxB9yy47kxduQxPmedFGt/fobzREREqcOAnqiBOS4s5VJDLwbYepcbm8A9GRl6Q8mNz4Wl7MZFREREycWAnijFZGU1GunCUg4ZevGpiMvCUiHzjFvxeAn85Jv3MdfoW2rshQdUEBERUaowoCdKMVmveY1lYSnJY9rjxi+ELjepzNAbvnZeWMpcPiRemKgqQ3oiIqJUYUBPlGKWDL1D55iAonguudFq6O1i86TU0Bsmtno/PmC8oIgyoCciIkoZBvREDcww0dRSRC8vh1EkJTdufegdM/Qef/INGXqXlWHNQoaA3tv5iIiIyD8G9EQpZu1kE//aHHMHFNlkU/mxIg1QciMy7+HU5958DmboiYiIUocBPVGKOU2KNdelK1CsdfWGmvv442XVYcvzomSU3IjDM18guK2cGzTU0Hs7HREREfnHgJ6ogTlm6AOyzjfyfTVBm59ip4DbrkzHTLH5GnCvoQ+whp6IiKhBMKAnSjXJxFf9KcmiU+ZAXHEMq50WlrL/8Va81tA7jNU1Q8+SGyIiogbBgJ4oxcxlNXDI0CuK/DG77WPP29TQO9S4J1JDb1kp1iWgD7HkhoiIqEEwoCdqYIYuNx4WljK2uZRk6G0Ca6eSGLdyGdm5zWN1C+gDDOiJiIgaBAN6ohSzLiwV/9o6AdZaQhOwmRSrSahtZQI19JaVYl16X4q1/Sy5ISIiSh0G9EQp5tjlxvQTGFBkNfTG5y3Ht4nNnSa+umXXZfzW0LNtJRERUcNgQE+UYrLVYGVfA7Hg3c/2gH1gbVm0ynBM26eM43G4O+BvpVhv5yMiIiL/mkVAX1ZWhmuuuQZFRUXIzs7GsGHD8MILL3ja99VXX8U555yDPn36ICcnBz169MC0adOwZs2aFI+aDlZOk1wVRbFm1h16wds95j6GRNpW+svQGyfFMqInIiJKlVBjDyAZzjzzTCxZsgQzZ87EoYceiueffx7nnHMOotEozj33XMd977vvPnTs2BE333wzevXqhc2bN+Oee+7B8OHDsWjRIgwcOLCBXgU1V9bFoxyek64UG/+3rOe81+A8EU4XH/5KbpI5KiIiIhKlfUA/b948fPDBB3oQDwBjxozBxo0bcf3112PKlCkIBoO2+7/55psoLCw0PHbCCSegR48eeOCBB/Dkk0+mdPzU/FnibUNvd+NTASUWoCtKvDOM0yRaAHDoTplUlhp6lwuJIDP0REREDSLtS25ee+015OfnY/LkyYbHp0+fjm3btmHx4sWO+5uDeQAoKipCly5dsHnz5qSOlQhwnuSqZezt6uZlWfFEesp759Bi00fbyghT9ERERCmT9hn6lStXon///giFjC9lyJAh+vNHH320r2OuX78eGzduxKRJk1y33bVrF4qLiw2PrV271tf5qHlznuRqeq7uEjuoKIggFgS7dblxC6zrw21RKydiBp8JeiIiotRJ+4B+z5496NWrl+XxNm3a6M/7EQ6HcdFFFyE/Px+///3vXbd/9NFHcccdd/g6Bx1s7BeKss3QBwBEtO2dM/RupS/1YexD7+88hkmxSRoPERERWTWpkpuFCxfW1Q+7/7ds2TJ9P6dJgX4mDKqqiosuugiffvop/v3vf6Nr166u+1x++eVYuXKl4b/XX3/d8zmp+XNoWmO76JQYpIvbSEtuGuin2O9lQ8DQtpIhPRERUao0qQx937598cQTT3jatlu3bgCAtm3bSrPwJSUlAOKZejeqquLiiy/GnDlzMHv2bEycONHTfoWFhdI6fCI7YoBunQArq6GH8HXD1tCbx2qnV/s8y2NBBvREREQNokkF9J06dcLFF1/sa5/Bgwdj7ty5CIfDhjr6FStWAAAGDRrkegwtmH/mmWfw1FNP4bzzzvM3cCIH1iY31raUkbqAV4uBxey22NoyWX3ovVIgv7DQvHb50fjf8m248JielucMbSujKRkeERERoYmV3CTijDPOQFlZGV555RXD47Nnz0ZRURFGjhzpuL+qqvjNb36DZ555Bo8//jimT5+eyuHSQcgtgS4GytqXYpBu+LoRM/Sy8xzWrTVuO30gurbJtTyXygsNIiIiimtSGfpEjB8/HmPHjsVll12GAwcOoE+fPpg7dy7effddzJkzx9CD/qKLLsLs2bOxbt06dO/eHQBw1VVX4amnnsKFF16IwYMHY9GiRfr2WVlZOOywwxr8NVHzJp8IqxqeE2PhDKHRvKxePrVtK8Xz+Ns+xICeiIioQaR9QA8Ar776Km6++WbMmDEDJSUl6NevH+bOnYupU6catotEIohEIoZFbt58800AwNNPP42nn37asH337t2xYcOGlI+fmjfZarC2/9ZKboQHQ8LysPKSm3oP0ZZxAq+/AL2hLjSIiIgOdmlfcgMA+fn5mDVrFrZv347q6mosX77cEswDwLPPPgtVVdGjRw/9sQ0bNkBVVel/DOYpGZy63ACm4L0uYBcDdzHT7XdS7AuXHIXThxbhj+P7+RixnN8AnSU3REREDaNZZOiJ0ol1oan411oQbMzQO0+KdcqcH9WrLY7q1Raf/FRsu43zWOXtM71I5Z0DIiIiiuOfXKIUs3S5MT1ibFEpLCxVJyT8Q76IlHtLyGRUv/hNuIuvS+XSUkRERCnDgJ4oxcwZdKcaer3kRnjQOCnWGlV7afGeaD271z70MqGGWvGKiIjoIMe/uEQNzNKHPuAcsC/ZsNfxeF4C+kQT9G5tK52I8bz5rgQRERElDwN6ogbmNClWy8wXl1Z7Pp6Xcha/2XUZvyU3nBRLRETUMBjQE6WYY5tKyCfFltdE9MduHOfcoSbqJUOfYGxtXCnW30EyhVmxtVwqloiIKGUY0BOlmKUPvWQLjSyrPahzS8fjRz1E9Mmpofe3b15WvImWl7IgIiIiSgwDeqIGZq6Tl2XoRdkZQctjoqiHaDnxDL14DH8HyQrFf71khvirhoiIKFX4V5YoxdwWlnJbOCrLJRj2UnKTaDm7Ymip6X/fMw7rjKxQAM9ccERiAyAiIiJXXFiKKMUscbBDl5tEMvQRT/UsyZgU6/8YD0wZhnvPHOz6GoiIiChxzNATpZhbhl4ky8a7ZehVDwF9IMFaeHHTRLP8DOaJiIhSiwE9UQMzB9RVtfGONjmZ1uA3GQGxsXQmsYg+Ga0viYiIKPkY0BOlmGUhKdO/d5fV6F/XhK3tHd0z9O5jMGTo3Te3OQYDeiIioqaIAT1RipnDYKewWNaxJivknKH3tlJsYhl6Y5cbz7sRERFRA2JAT9TAzIHxh38YrX991vAulu3dMvS+z+mn4qYeXW6IiIioYbDLDVGqWSbFGh/o3T4fG2ZOgKqqegB9TJ+2+HztHgDWvvVmKvz1ofcTmNenDz0RERE1DAb0RClmDuDtMuRiwPyXs4fiqc9+xqmDO7ke31sNffzYlvE4MF4IMKAnIiJqihjQE6WYOQ72EhgXFeTg1tMGJG0MGcH4Ob2sLCvDkhsiIqKmiTX0RA2sMeJicWKtn3A+0cm0RERE1HAY0BOlmKXLTZLj4jMO6+y6jTixNpjgABjPExERNU0M6IlSzLJSbBID4wenDMO4QR1dt8sUAno/pTPihNtQgL8uiIiImiLW0BM1MD+TUt1M8pCdB4wlN0f1auv5+JGoENAHmaInIiJqihjQE6WYOYBvjNKVnMwg/jS+Hxat34N7zxzseT9x/mwGA3oiIqImiQE9UYpZS24aJzC+dHRvXDq6t699xI44QZbcEBERNUn8C03UwOobzv+2Ligf2qVV/QfjIipm6Nm3koiIqElihp4oxZLd5ebasYdiVO+2GNaloH4H8kDM0IeCvP4nIiJqihjQE6WaKYKv76TYzFAAow9tX69jeCXW0HNSLBERUdPElBtRiqW6D30qiV1uMpmhJyIiapL4F5qogaVTKbrYh75VTkYjjoSIiIjsMKAnSjFrRj59IvpLjot3xWmXn9WIIyEiIiI7rKEnSrGm0Ic+Uf83qjtyMoI4tEM+cjKD7jsQERFRg2NAT9TA0iieR0YwgHNHdmvsYRAREZEDltwQpVhTWViKiIiImicG9EQpZg7f02lSLBERETV9DOiJUsyaoW+ccRAREVHzxICeqIHVd2EpIiIiIhEDeqIUs9TMM54nIiKiJGJAT9TAGM8TERFRMjGgJ2pgARbRExERURIxoCdKMU6KJSIiolRiQE+UYpaVYll0Q0REREnEgJ4oxZihJyIiolRiQE/UwBjPExERUTIxoCdKMXMAb2ljSURERFQPDOiJUowlN0RERJRKDOiJGhjjeSIiIkomBvREKWbpcsMUPRERESURA3qiFGPJDREREaUSA3qiBhZgQE9ERERJxICeqMExoiciIqLkYUBPlGLmmnmW3BAREVEyMaAnSjFLH/pGGQURERE1VwzoiRoYu9wQERFRMjGgJ0oxc/zOSbFERESUTAzoiVLMWnLDiJ6IiIiShwE9UQNjxQ0RERElEwN6ohRjzTwRERGlEgN6ohTjSrFERESUSgzoiVKMNfRERESUSgzoiRpYgD91RERElEQMLYhSzbxSLDP0RERElEQM6IlSzFJyw3ieiIiIkogBPVEDYzxPREREycSAnijF2OWGiIiIUokBPVGKmWvm2ZeeiIiIkokBPVGKWTL0jTMMIiIiaqYY0BM1MGboiYiIKJkY0BOlmHVhKSIiIqLkYUBPlGKcFEtERESpxICeqIEFGNETERFREjGgJ0oxrgxLREREqcSAnijVWHJDREREKcSAnqiBscsNERERJRMDeqIUY5cbIiIiSiUG9EQpZs7Ic1IsERERJRMDeqIUs2ToGc8TERFREjGgJ2pgjOeJiIgomRjQE6WYJSPPiJ6IiIiSiAE9UYpZVoplRE9ERERJxICeqIEFGM8TERFREjGgJ0oxc0aefeiJiIgomRjQE6WYteSGiIiIKHkY0BM1MCboiYiIKJkY0BM1ME6KJSIiomRiQE+UYuaaeYU/dURERJREDC2IUoxt6ImIiCiVGNATNTB2uSEiIqJkYkBPlGLsckNERESpxICeKMWsfegbaSBERETULDGgJ0oxa4aeET0RERElDwN6ogbGDD0RERElEwN6ohSzdLlhQE9ERERJxICeKMVYckNERESpxICeqIEFGM8TERFREjGgJ0o5c5cbRvRERESUPM0ioC8rK8M111yDoqIiZGdnY9iwYXjhhRcSOtYtt9wCRVEwaNCgJI+SDlbm+J0ZeiIiIkqmUGMPIBnOPPNMLFmyBDNnzsShhx6K559/Hueccw6i0SjOPfdcz8dZtmwZ/vrXv6JDhw4pHC0d7JihJyIiomRK+4B+3rx5+OCDD/QgHgDGjBmDjRs34vrrr8eUKVMQDAZdjxMOhzF9+nRceumlWL58OXbv3p3qodNBguE7ERERpVLal9y89tpryM/Px+TJkw2PT58+Hdu2bcPixYs9HWfmzJkoKSnB3XffnYph0kGMGXkiIiJKpbTP0K9cuRL9+/dHKGR8KUOGDNGfP/roox2P8f333+Ouu+7Cq6++ivz8fF/n37VrF4qLiw2PrV271tcxqHljOE9ERESplPYB/Z49e9CrVy/L423atNGfdxKNRnHhhRfizDPPxKmnnur7/I8++ijuuOMO3/sRERERESVDkyq5WbhwIRRF8fTfsmXL9P2cShrcyh3+/ve/Y82aNXjwwQcTGvPll1+OlStXGv57/fXXEzoWNU+suCEiIqJUalIZ+r59++KJJ57wtG23bt0AAG3btpVm4UtKSgDEM/UymzZtwowZMzBz5kxkZmZi3759AGITZKPRKPbt24esrCzk5OTYHqOwsBCFhYWexkwHJwb0RERElEpNKqDv1KkTLr74Yl/7DB48GHPnzkU4HDbU0a9YsQIAHPvJr1+/HpWVlbj66qtx9dVXW55v3bo1rr766oSz90REREREqdakAvpEnHHGGXjiiSfwyiuvYMqUKfrjs2fPRlFREUaOHGm777Bhw7BgwQLL49dccw3279+PZ555Bl26dEnJuOngoXBaLBEREaVQ2gf048ePx9ixY3HZZZfhwIED6NOnD+bOnYt3330Xc+bMMfSgv+iiizB79mysW7cO3bt3R0FBAY4//njLMQsKChAOh6XPEfnGeJ6IiIhSKO0DegB49dVXcfPNN2PGjBkoKSlBv379MHfuXEydOtWwXSQSQSQSgaqqjTRSOhgxniciIqJUahYBfX5+PmbNmoVZs2Y5bvfss8/i2WefdT3ewoULkzMwIiIiIqIUa1JtK4maI64US0RERKnEgJ4oxRjOExERUSoxoCciIiIiSmMM6IlSjBU3RERElEoM6IlSjH3oiYiIKJUY0BMRERERpTEG9EQpxpIbIiIiSiUG9EQpxnieiIiIUokBPVGqMaInIiKiFGJAT0RERESUxhjQE6UYu9wQERFRKjGgJ0oxToolIiKiVGJAT0RERESUxhjQE6UYE/RERESUSgzoiVJMYc0NERERpRADeqIUYzxPREREqcSAnoiIiIgojTGgJ0oxJuiJiIgolRjQE6UYS26IiIgolRjQExERERGlMQb0RCnHFD0RERGlDgN6ohRjyQ0RERGlEgN6ohRjPE9ERESpxICeiIiIiCiNMaAnSjGuFEtERESpxICeKMUYzhMREVEqMaAnIiIiIkpjDOiJUowVN0RERJRKDOiJUizAiJ6IiIhSiAE9UYoxniciIqJUYkBPlGLBACN6IiIiSh0G9EQpxpIbIiIiSiUG9EQpxgQ9ERERpRIDeqIU48JSRERElEoM6IlSjCU3RERElEoM6IlSjCU3RERElEoM6IlSjBl6IiIiSiUG9EQpFmCKnoiIiFKIAT1RijGeJyIiolRiQE+UYiy5ISIiolRiQE+UYozniYiIKJUY0BOlGDP0RERElEoM6IlSjAE9ERERpRIDeqIU46RYIiIiSiUG9EQpxraVRERElEoM6IlSLCPAHzMiIiJKHUYaRCmWncEfMyIiIkodRhpEKaYIk2InDStqxJEQERFRcxRq7AEQHQzmXXUsPl1TjKlHdGvsoRAREVEzw4CeqAEMKGqJAUUtG3sYRERE1Ayx5IaIiIiIKI0xoCciIiIiSmMM6ImIiIiI0hgDeiIiIiKiNMaAnoiIiIgojTGgJyIiIiJKYwzoiYiIiIjSGAN6IiIiIqI0xoCeiIiIiCiNMaAnIiIiIkpjDOiJiIiIiNIYA3oiIiIiojTGgJ6IiIiIKI0xoCciIiIiSmMM6ImIiIiI0hgDeiIiIiKiNMaAnoiIiIgojTGgJyIiIiJKYwzoiYiIiIjSWKixB9AcVVdXAwDWrl3byCMhIiIionSixY9aPOkFA/oU2Lx5MwBg0qRJjTsQIiIiIkpLmzdvxvDhwz1tq6iqqqZ4PAedffv24eOPP0bXrl2RlZXVYOddu3YtJk2ahNdffx19+vRpsPNS88LPESUDP0eUDPwcUTKk2+eouroamzdvxujRo1FQUOBpH2boU6CgoAATJ05stPP36dMHAwcObLTzU/PAzxElAz9HlAz8HFEypNPnyGtmXsNJsUREREREaYwBPRERERFRGmNAT0RERESUxhjQNyPt27fHbbfdhvbt2zf2UCiN8XNEycDPESUDP0eUDAfD54hdboiIiIiI0hgz9EREREREaYwBPRERERFRGmNAT0RERESUxhjQExERERGlMQb0zUBZWRmuueYaFBUVITs7G8OGDcMLL7zQ2MOiJqq0tBQ33HADTj75ZLRv3x6KouD222+Xbrt06VKcdNJJyM/PR0FBAc4880ysX7++YQdMTdJHH32ECy+8EP369UNeXh46d+6MiRMn4ptvvrFsy88R2Vm2bBkmTJiAbt26IScnB23atMGoUaMwZ84cy7b8HJFXTz75JBRFQX5+vuW55vo5YkDfDJx55pmYPXs2brvtNrzzzjs44ogjcM455+D5559v7KFRE7Rnzx7861//QnV1NSZNmmS73erVq3H88cejpqYGL730Ep5++mn89NNPOPbYY1FcXNxwA6Ym6bHHHsOGDRtw9dVXY968eZg1axZ27dqFo446Ch999JG+HT9H5GTfvn3o2rUr7rnnHsybNw///ve/0aNHD/z617/GXXfdpW/HzxF5tXXrVlx33XUoKiqyPNesP0cqpbW3335bBaA+//zzhsfHjh2rFhUVqeFwuJFGRk1VNBpVo9GoqqqqWlxcrAJQb7vtNst2kydPVtu1a6fu379ff2zDhg1qRkaGesMNNzTUcKmJ2rlzp+Wx0tJStUOHDuqJJ56oP8bPESVi5MiRateuXfV/83NEXp122mnq6aefrp5//vlqXl6e4bnm/Dlihj7Nvfbaa8jPz8fkyZMNj0+fPh3btm3D4sWLG2lk1FQpigJFURy3CYfDeOutt3DWWWehZcuW+uPdu3fHmDFj8Nprr6V6mNTEFRYWWh7Lz8/HgAEDsHnzZgD8HFHi2rVrh1AoBICfI/Juzpw5+Pjjj/Hoo49anmvunyMG9Glu5cqV6N+/v/6LTzNkyBD9eSK/1q1bh8rKSv1zJBoyZAjWrl2LqqqqRhgZNWX79+/H0qVLMXDgQAD8HJF30WgU4XAYxcXFePTRR/Hee+/hxhtvBMDPEXmza9cuXHPNNZg5cya6dOlieb65f44Y0Ke5PXv2oE2bNpbHtcf27NnT0EOiZkD73Nh9tlRVxd69ext6WNTEXXHFFSgvL8fNN98MgJ8j8u7yyy9HRkYGCgsL8fvf/x7/+Mc/cOmllwLg54i8ufzyy9G3b19cdtll0ueb++co5L4JNXVO5RNupRVETvjZIq9uvfVWPPfcc3jooYdw+OGHG57j54jc3HTTTbj44ouxa9cuvPnmm7jyyitRXl6O6667Tt+GnyOy88orr+DNN9/Et99+6/pZaK6fIwb0aa5t27bSLHxJSQkA+ZUokZu2bdsCkN/hKSkpgaIoKCgoaOBRUVN1xx134K677sLdd9+NK6+8Un+cnyPyqlu3bujWrRsA4NRTTwUA/OlPf8L555/PzxE5KisrwxVXXIHf/e53KCoqwr59+wAANTU1AGKdlDIyMpr954glN2lu8ODB+OGHHxAOhw2Pr1ixAgAwaNCgxhgWpbnevXsjJydH/xyJVqxYgT59+iA7O7sRRkZNzR133IHbb78dt99+O2666SbDc/wcUaKOPPJIhMNhrF+/np8jcrR7927s3LkTf/vb39C6dWv9v7lz56K8vBytW7fGtGnTmv3niAF9mjvjjDNQVlaGV155xfD47NmzUVRUhJEjRzbSyCidhUIhnH766Xj11VdRWlqqP75p0yYsWLAAZ555ZiOOjpqKP//5z7j99ttxyy234LbbbrM8z88RJWrBggUIBALo1asXP0fkqGPHjliwYIHlv1NOOQXZ2dlYsGAB7rrrrmb/OVJUVVUbexBUPyeffDK+/vpr3HfffejTpw/mzp2LJ554AnPmzMG0adMae3jUBL3zzjsoLy9HaWkpLrzwQkyePBm/+tWvAMRud+fm5mL16tU44ogjMHz4cPzxj39EVVUVZsyYgZKSEixbtgzt27dv5FdBjelvf/sbrrvuOowbN04azB911FEAwM8RObrkkkvQsmVLHHnkkejQoQN2796Nl19+GS+++CKuv/563H///QD4OSL/LrjgAvz3v/9FWVmZ/liz/hw1ZhN8So7S0lL1qquuUjt27KhmZmaqQ4YMUefOndvYw6ImrHv37ioA6X8///yzvt3XX3+tnnjiiWpubq7asmVLddKkSeratWsbb+DUZIwePdr2M2T+08LPEdl5+umn1WOPPVZt166dGgqF1IKCAnX06NHqf/7zH8u2/ByRH7KFpVS1+X6OmKEnIiIiIkpjrKEnIiIiIkpjDOiJiIiIiNIYA3oiIiIiojTGgJ6IiIiIKI0xoCciIiIiSmMM6ImIiIiI0hgDeiIiIiKiNMaAnoiIiIgojTGgJyIiIiJKYwzoiYiaAUVRPP23cOFCXHDBBejRo0djD9ni008/RVZWFjZu3NhoY/j1r3+NSZMmNdr5iYgSoaiqqjb2IIiIqH4WLVpk+Pef//xnLFiwAB999JHh8QEDBqC4uBgHDhzAYYcd1pBDdKSqKkaMGIFRo0bh4YcfbrRxrFu3Dv369cN7772HE044odHGQUTkBwN6IqJm6IILLsB///tflJWVNfZQPHnnnXdw6qmnYvXq1ejbt2+jjuX0009HdXU13n///UYdBxGRVyy5ISI6yMhKbhRFwZVXXolnnnkGffv2RU5ODkaMGIFFixZBVVX85S9/Qc+ePZGfn48TTjgBa9eutRx3/vz5OPHEE9GyZUvk5ubimGOOwYcffuhpTI899hiOOOIISzD/0Ucf4fjjj0fbtm2Rk5ODbt264ayzzkJFRYW+TU1NDe666y7069cPWVlZaN++PaZPn47i4mLLeZ5//nmMGjUK+fn5yM/Px7Bhw/DUU08Ztvn1r3+N+fPnY926dZ7GTkTU2BjQExERAOCtt97Ck08+iZkzZ2Lu3LkoLS3FhAkT8Ic//AGff/45Hn74YfzrX//C999/j7POOgviDd45c+bg5JNPRsuWLTF79my89NJLaNOmDU455RTXoL6mpgbz58/HmDFjDI9v2LABEyZMQGZmJp5++mm8++67mDlzJvLy8lBTUwMAiEajmDhxImbOnIlzzz0Xb7/9NmbOnIkPPvgAxx9/PCorK/XjzZgxA9OmTUNRURGeffZZvPbaazj//PMtNfvHH388VFXFvHnz6vuWEhE1DJWIiJqd888/X83Ly7N9rnv37obHAKgdO3ZUy8rK9Mdef/11FYA6bNgwNRqN6o8/+OCDKgD1u+++U1VVVcvLy9U2bdqop59+uuGYkUhEHTp0qHrkkUc6jnXx4sUqAPWFF14wPP7f//5XBaAuW7bMdt+5c+eqANRXXnnF8PiSJUtUAOqjjz6qqqqqrl+/Xg0Gg+q0adMcx6Lp3LmzOmXKFE/bEhE1NmboiYgIADBmzBjk5eXp/+7fvz8AYPz48VAUxfK4ltn+4osvUFJSgvPPPx/hcFj/LxqNYty4cViyZAnKy8ttz7tt2zYAQGFhoeHxYcOGITMzE5dccglmz56N9evXW/Z96623UFBQgNNPP91w7mHDhqFjx45YuHAhAOCDDz5AJBLBFVdc4em9KCwsxNatWz1tS0TU2BjQExERAKBNmzaGf2dmZjo+XlVVBQDYuXMnAODss89GRkaG4b/77rsPqqqipKTE9rxaWUx2drbh8d69e2P+/PkoLCzEFVdcgd69e6N3796YNWuWvs3OnTuxb98+ZGZmWs69Y8cO7N69GwD0evouXbp4ei+ys7MN5TpERE1ZqLEHQERE6a1du3YAgIceeghHHXWUdJsOHTq47i8L+o899lgce+yxiEQi+Prrr/HQQw/hmmuuQYcOHTB16lS0a9cObdu2xbvvvis9dosWLQAA7du3BwBs2bIFXbt2dX1NJSUlTbJXPxGRDAN6IiKql2OOOQYFBQX4/vvvceWVV/reXyvhceoqEwwGMXLkSPTr1w/PPfccli5diqlTp+K0007DCy+8gEgkgpEjR9ruf/LJJyMYDOKxxx7DqFGjHMcTDoexefNmnHrqqb5fCxFRY2BAT0RE9ZKfn4+HHnoI559/PkpKSnD22WejsLAQxcXFWL58OYqLi/HYY4/Z7t+lSxf06tULixYtwlVXXaU//s9//hMfffQRJkyYgG7duqGqqgpPP/00AOCkk04CAEydOhXPPfccTj31VFx99dU48sgjkZGRgS1btmDBggWYOHEizjjjDPTo0QM33XQT/vznP6OyshLnnHMOWrVqhe+//x67d+/GHXfcoZ/3u+++Q0VFhaXrDhFRU8WAnoiI6u28885Dt27dcP/99+PSSy9FaWkpCgsLMWzYMFxwwQWu+0+bNg0PP/wwqqurkZWVBSA2Kfb999/Hbbfdhh07diA/Px+DBg3C//73P5x88skAYpn7//3vf5g1axb+85//4N5770UoFEKXLl0wevRoDB48WD/HnXfeiUMOOQQPPfQQpk2bhlAohEMOOcRwEQEAr7/+Otq1a6efg4ioqeNKsURE1Oi2bduGnj174t///jemTJnSaOOIRCLo06cPzj33XNx9992NNg4iIj/Y5YaIiBpdUVERrrnmGtx9992IRqONNo45c+agrKwM119/faONgYjIL5bcEBFRk3DLLbcgNzcXW7du9dSJJhWi0Siee+45FBQUNMr5iYgSwZIbIiIiIqI0xpIbIiIiIqI0xoCeiIiIiCiNMaAnIiIiIkpjDOiJiIiIiNIYA3oiIiIiojTGgJ6IiIiIKI0xoCciIiIiSmMM6ImIiIiI0hgDeiIiIiKiNMaAnoiIiIgojf0/pYDuRke94pAAAAAASUVORK5CYII=", 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", 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" ] @@ -270,7 +270,22 @@ " }" ], "cell_type": "code", - "outputs": [], + "outputs": [ + { + "ename": "AttributeError", + "evalue": "module 'numpy' has no attribute 'trapezoid'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[10], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m properties \u001b[38;5;241m=\u001b[39m {}\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m name, calc \u001b[38;5;129;01min\u001b[39;00m calcs:\n\u001b[0;32m----> 3\u001b[0m \u001b[43mcalc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mts\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mprofile\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mprofile\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mlocation\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43moutcrop\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 4\u001b[0m outputs(calc, name)\n\u001b[1;32m 6\u001b[0m properties[name] \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 7\u001b[0m key: \u001b[38;5;28mgetattr\u001b[39m(profile[\u001b[38;5;241m0\u001b[39m], key) \u001b[38;5;28;01mfor\u001b[39;00m key \u001b[38;5;129;01min\u001b[39;00m [\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mshear_mod_reduc\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdamping\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[1;32m 8\u001b[0m }\n", + "File \u001b[0;32m~/Documents/programs/pystrata/src/pystrata/propagation.py:528\u001b[0m, in \u001b[0;36mEquivalentLinearCalculator.__call__\u001b[0;34m(self, motion, profile, loc_input)\u001b[0m\n\u001b[1;32m 524\u001b[0m loc_layer \u001b[38;5;241m=\u001b[39m Location(index, layer, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mwithin\u001b[39m\u001b[38;5;124m\"\u001b[39m, layer\u001b[38;5;241m.\u001b[39mthickness \u001b[38;5;241m/\u001b[39m \u001b[38;5;241m2\u001b[39m)\n\u001b[1;32m 526\u001b[0m \u001b[38;5;66;03m# Compute the representative strain(s) within the layer. FDM\u001b[39;00m\n\u001b[1;32m 527\u001b[0m \u001b[38;5;66;03m# will provide a vector of strains.\u001b[39;00m\n\u001b[0;32m--> 528\u001b[0m strain \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_calc_strain\u001b[49m\u001b[43m(\u001b[49m\u001b[43mloc_input\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mloc_layer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmotion\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 529\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_strain_limit \u001b[38;5;129;01mand\u001b[39;00m np\u001b[38;5;241m.\u001b[39many(strain \u001b[38;5;241m>\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_strain_limit):\n\u001b[1;32m 530\u001b[0m limited_strains \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n", + "File \u001b[0;32m~/Documents/programs/pystrata/src/pystrata/propagation.py:670\u001b[0m, in \u001b[0;36mFrequencyDependentEqlCalculator._calc_strain\u001b[0;34m(self, loc_input, loc_layer, motion, *args)\u001b[0m\n\u001b[1;32m 666\u001b[0m strain_eff \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mstrain_ratio \u001b[38;5;241m*\u001b[39m motion\u001b[38;5;241m.\u001b[39mcalc_peak(strain_tf)\n\u001b[1;32m 668\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_use_smooth_spectrum:\n\u001b[1;32m 669\u001b[0m \u001b[38;5;66;03m# Equation (8)\u001b[39;00m\n\u001b[0;32m--> 670\u001b[0m freq_avg \u001b[38;5;241m=\u001b[39m \u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtrapezoid\u001b[49m(freqs \u001b[38;5;241m*\u001b[39m strain_fas, x\u001b[38;5;241m=\u001b[39mfreqs) \u001b[38;5;241m/\u001b[39m np\u001b[38;5;241m.\u001b[39mtrapezoid(\n\u001b[1;32m 671\u001b[0m strain_fas, x\u001b[38;5;241m=\u001b[39mfreqs\n\u001b[1;32m 672\u001b[0m )\n\u001b[1;32m 674\u001b[0m \u001b[38;5;66;03m# Find the average strain at frequencies less than the average\u001b[39;00m\n\u001b[1;32m 675\u001b[0m \u001b[38;5;66;03m# frequency\u001b[39;00m\n\u001b[1;32m 676\u001b[0m \u001b[38;5;66;03m# Equation (8)\u001b[39;00m\n\u001b[1;32m 677\u001b[0m mask \u001b[38;5;241m=\u001b[39m freqs \u001b[38;5;241m<\u001b[39m freq_avg\n", + "File \u001b[0;32m~/.pyenv/versions/mambaforge/envs/py312/lib/python3.12/site-packages/numpy/__init__.py:333\u001b[0m, in \u001b[0;36m__getattr__\u001b[0;34m(attr)\u001b[0m\n\u001b[1;32m 330\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mRemoved in NumPy 1.25.0\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 331\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mTester was removed in NumPy 1.25.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m--> 333\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mAttributeError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmodule \u001b[39m\u001b[38;5;132;01m{!r}\u001b[39;00m\u001b[38;5;124m has no attribute \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 334\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{!r}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mformat(\u001b[38;5;18m__name__\u001b[39m, attr))\n", + "\u001b[0;31mAttributeError\u001b[0m: module 'numpy' has no attribute 'trapezoid'" + ] + } + ], "execution_count": null }, { diff --git a/examples/example-12.ipynb b/examples/example-12.ipynb index 41bed5f..838b0a5 100644 --- a/examples/example-12.ipynb +++ b/examples/example-12.ipynb @@ -1,423 +1,423 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Example 12: Compare impact of frequency dependent $D_{min}$" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import itertools\n", - "\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import pandas as pd\n", - "import pystrata\n", - "\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "plt.rcParams[\"figure.dpi\"] = 150" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Damping calculation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "plast_indices = [0, 20, 50, 100]\n", - "stresses_mean = 101.3 * np.array([0.5, 1, 2])\n", - "ocrs = [1, 2, 4]\n", - "freqs = np.logspace(-1, 2, num=31)\n", - "\n", - "df = pd.DataFrame(\n", - " itertools.product(freqs, stresses_mean, plast_indices, ocrs),\n", - " columns=[\"freq\", \"stress_mean\", \"plast_ind\", \"ocr\"],\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "def calc_damp_min(row):\n", - " return pystrata.site.DarendeliSoilType(\n", - " plas_index=row.plast_ind,\n", - " stress_mean=row.stress_mean,\n", - " ocr=row.ocr,\n", - " freq=row.freq,\n", - " )._calc_damping_min()\n", - "\n", - "\n", - "df[\"damp_min\"] = df.apply(calc_damp_min, axis=1)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "nbformat": 4, + "nbformat_minor": 4, + "metadata": {}, + "cells": [ { - "data": { - "text/html": [ - "
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\n", - "
" + "metadata": {}, + "source": [ + "# Example 12: Compare impact of frequency dependent $D_{min}$" ], - "text/plain": [ - " freq stress_mean plast_ind ocr damp_min\n", - "0 0.1 50.65 0 1 0.003207\n", - "1 0.1 50.65 0 2 0.003207\n", - "2 0.1 50.65 0 4 0.003207\n", - "3 0.1 50.65 20 1 0.004240\n", - "4 0.1 50.65 20 2 0.004167" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df.head()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "centers = {\"plast_ind\": 20, \"stress_mean\": 101.3, \"ocr\": 1}" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "cell_type": "markdown" + }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "import itertools\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import pystrata\n", + "\n", + "%matplotlib inline" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "plt.rcParams[\"figure.dpi\"] = 150" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null }, { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "for key in centers:\n", - " # Only select the centers\n", - " mask = np.all([df[k].eq(v) for k, v in centers.items() if k != key], axis=0)\n", - " selected = df[mask]\n", - "\n", - " fig, ax = plt.subplots()\n", - " for name, group in selected.groupby(key):\n", - " ax.plot(group[\"freq\"], group[\"damp_min\"], label=name)\n", - " ax.set(\n", - " xlabel=\"Frequency (Hz)\",\n", - " xscale=\"log\",\n", - " ylabel=\"Damping Min. (dec)\",\n", - " ylim=(0, 0.05),\n", - " )\n", - " ax.legend(title=key)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Site Response Calculation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Input" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "motion = pystrata.motion.SourceTheoryRvtMotion(7.0, 30, \"wna\")\n", - "motion.calc_fourier_amps()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Two profiles are created. The first is a typical profile with the minimum damping computed at 1 Hz (default value). The second profile has the minimum damping computed at each frequency of the input motion." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "profiles = [\n", - " # Frequency independent soil properties\n", - " pystrata.site.Profile(\n", - " [\n", - " pystrata.site.Layer(\n", - " pystrata.site.DarendeliSoilType(\n", - " 18.0, plas_index=30, ocr=1, stress_mean=200\n", - " ),\n", - " 30,\n", - " 400,\n", - " ),\n", - " pystrata.site.Layer(\n", - " pystrata.site.SoilType(\"Rock\", 24.0, None, 0.01), 0, 1200\n", - " ),\n", - " ]\n", - " ),\n", - " # Frequency dependent minimum damping\n", - " pystrata.site.Profile(\n", - " [\n", - " pystrata.site.Layer(\n", - " pystrata.site.DarendeliSoilType(\n", - " 18.0, plas_index=30, ocr=1, stress_mean=200, freq=motion.freqs\n", - " ),\n", - " 30,\n", - " 400,\n", - " ),\n", - " pystrata.site.Layer(\n", - " pystrata.site.SoilType(\"Rock\", 24.0, None, 0.01), 0, 1200\n", - " ),\n", - " ]\n", - " ),\n", - "]\n", - "\n", - "profiles = [p.auto_discretize() for p in profiles]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "calc_fdm = pystrata.propagation.FrequencyDependentEqlCalculator(\n", - " use_smooth_spectrum=False\n", - ")\n", - "calc_eql = pystrata.propagation.EquivalentLinearCalculator(strain_ratio=0.65)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "freqs = np.logspace(-1, 2, num=500)\n", - "\n", - "outputs = pystrata.output.OutputCollection(\n", - " [\n", - " pystrata.output.AccelTransferFunctionOutput(\n", - " # Frequency\n", - " freqs,\n", - " # Location in (denominator),\n", - " pystrata.output.OutputLocation(\"outcrop\", index=-1),\n", - " # Location out (numerator)\n", - " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", - " ),\n", - " pystrata.output.ResponseSpectrumOutput(\n", - " # Frequency\n", - " freqs,\n", - " # Location of the output\n", - " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", - " # Damping\n", - " 0.05,\n", - " ),\n", - " ]\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Run the analyses and save the output." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "for name, profile in zip(\n", - " [\"FDM - Constant $D_{min}$\", \"FDM - Variable $D_{min}$\"], profiles\n", - "):\n", - " calc_fdm(motion, profile, profile.location(\"outcrop\", index=-1))\n", - " outputs(calc_fdm, name)\n", - "\n", - "calc_eql(motion, profiles[0], profiles[0].location(\"outcrop\", index=-1))\n", - "outputs(calc_eql, \"EQL\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plot the results" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "metadata": {}, + "source": [ + "## Damping calculation" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "plast_indices = [0, 20, 50, 100]\n", + "stresses_mean = 101.3 * np.array([0.5, 1, 2])\n", + "ocrs = [1, 2, 4]\n", + "freqs = np.logspace(-1, 2, num=31)\n", + "\n", + "df = pd.DataFrame(\n", + " itertools.product(freqs, stresses_mean, plast_indices, ocrs),\n", + " columns=[\"freq\", \"stress_mean\", \"plast_ind\", \"ocr\"],\n", + ")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "def calc_damp_min(row):\n", + " return pystrata.site.DarendeliSoilType(\n", + " plas_index=row.plast_ind,\n", + " stress_mean=row.stress_mean,\n", + " ocr=row.ocr,\n", + " freq=row.freq,\n", + " )._calc_damping_min()\n", + "\n", + "\n", + "df[\"damp_min\"] = df.apply(calc_damp_min, axis=1)" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "df.head()" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " freq stress_mean plast_ind ocr damp_min\n", + "0 0.1 50.65 0 1 0.003207\n", + "1 0.1 50.65 0 2 0.003207\n", + "2 0.1 50.65 0 4 0.003207\n", + "3 0.1 50.65 20 1 0.004240\n", + "4 0.1 50.65 20 2 0.004167" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "centers = {\"plast_ind\": 20, \"stress_mean\": 101.3, \"ocr\": 1}" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "for key in centers:\n", + " # Only select the centers\n", + " mask = np.all([df[k].eq(v) for k, v in centers.items() if k != key], axis=0)\n", + " selected = df[mask]\n", + "\n", + " fig, ax = plt.subplots()\n", + " for name, group in selected.groupby(key):\n", + " ax.plot(group[\"freq\"], group[\"damp_min\"], label=name)\n", + " ax.set(\n", + " xlabel=\"Frequency (Hz)\",\n", + " xscale=\"log\",\n", + " ylabel=\"Damping Min. (dec)\",\n", + " ylim=(0, 0.05),\n", + " )\n", + " ax.legend(title=key)" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", 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", 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Site Response Calculation" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "### Input" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "motion = pystrata.motion.SourceTheoryRvtMotion(7.0, 30, \"wna\")\n", + "motion.calc_fourier_amps()" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "Two profiles are created. The first is a typical profile with the minimum damping computed at 1 Hz (default value). The second profile has the minimum damping computed at each frequency of the input motion." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "profiles = [\n", + " # Frequency independent soil properties\n", + " pystrata.site.Profile(\n", + " [\n", + " pystrata.site.Layer(\n", + " pystrata.site.DarendeliSoilType(\n", + " 18.0, plas_index=30, ocr=1, stress_mean=200\n", + " ),\n", + " 30,\n", + " 400,\n", + " ),\n", + " pystrata.site.Layer(\n", + " pystrata.site.SoilType(\"Rock\", 24.0, None, 0.01), 0, 1200\n", + " ),\n", + " ]\n", + " ),\n", + " # Frequency dependent minimum damping\n", + " pystrata.site.Profile(\n", + " [\n", + " pystrata.site.Layer(\n", + " pystrata.site.DarendeliSoilType(\n", + " 18.0, plas_index=30, ocr=1, stress_mean=200, freq=motion.freqs\n", + " ),\n", + " 30,\n", + " 400,\n", + " ),\n", + " pystrata.site.Layer(\n", + " pystrata.site.SoilType(\"Rock\", 24.0, None, 0.01), 0, 1200\n", + " ),\n", + " ]\n", + " ),\n", + "]\n", + "\n", + "profiles = [p.auto_discretize() for p in profiles]" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "calc_fdm = pystrata.propagation.FrequencyDependentEqlCalculator(\n", + " use_smooth_spectrum=False\n", + ")\n", + "calc_eql = pystrata.propagation.EquivalentLinearCalculator(strain_ratio=0.65)" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "freqs = np.logspace(-1, 2, num=500)\n", + "\n", + "outputs = pystrata.output.OutputCollection(\n", + " [\n", + " pystrata.output.AccelTransferFunctionOutput(\n", + " # Frequency\n", + " freqs,\n", + " # Location in (denominator),\n", + " pystrata.output.OutputLocation(\"outcrop\", index=-1),\n", + " # Location out (numerator)\n", + " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", + " ),\n", + " pystrata.output.ResponseSpectrumOutput(\n", + " # Frequency\n", + " freqs,\n", + " # Location of the output\n", + " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", + " # Damping\n", + " 0.05,\n", + " ),\n", + " ]\n", + ")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "### Run the analyses and save the output." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "for name, profile in zip(\n", + " [\"FDM - Constant $D_{min}$\", \"FDM - Variable $D_{min}$\"], profiles\n", + "):\n", + " calc_fdm(motion, profile, profile.location(\"outcrop\", index=-1))\n", + " outputs(calc_fdm, name)\n", + "\n", + "calc_eql(motion, profiles[0], profiles[0].location(\"outcrop\", index=-1))\n", + "outputs(calc_eql, \"EQL\")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "### Plot the results" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "for o in outputs:\n", + " o.plot(style=\"indiv\")" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [], + "cell_type": "code", + "outputs": [], + "execution_count": null } - ], - "source": [ - "for o in outputs:\n", - " o.plot(style=\"indiv\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 4 + ] } diff --git a/examples/example-13.ipynb b/examples/example-13.ipynb index c89e7e8..8413baa 100644 --- a/examples/example-13.ipynb +++ b/examples/example-13.ipynb @@ -1,230 +1,230 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Example 13: Impact of strain limit on EQL\n", - "\n", - "Show the impact of the strain limit on the EQL calculation." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import pystrata\n", - "\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Increased figure sizes\n", - "plt.rcParams[\"figure.dpi\"] = 120" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create the inputs" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "nbformat": 4, + "nbformat_minor": 4, + "metadata": {}, + "cells": [ { - "data": { - "text/plain": [ - "1.508247" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ts = pystrata.motion.TimeSeriesMotion.load_at2_file(\"data/NIS090.AT2\", scale=3)\n", - "ts.pga" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "profile = pystrata.site.Profile(\n", - " [\n", - " pystrata.site.Layer(\n", - " pystrata.site.DarendeliSoilType(\n", - " 18.0, plas_index=30, ocr=1, stress_mean=150\n", - " ),\n", - " 15,\n", - " 150,\n", - " ),\n", - " pystrata.site.Layer(\n", - " pystrata.site.DarendeliSoilType(20.0, plas_index=0, ocr=1, stress_mean=400),\n", - " 15,\n", - " 700,\n", - " ),\n", - " pystrata.site.Layer(pystrata.site.SoilType(\"Rock\", 24.0, None, 0.01), 0, 1200),\n", - " ]\n", - ").auto_discretize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create the calculators" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "calcs = [\n", - " pystrata.propagation.EquivalentLinearCalculator(strain_limit=sl)\n", - " for sl in [0.01, 0.02, 0.05]\n", - "]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "freqs = np.logspace(-1, 2, num=500)\n", - "\n", - "outputs = pystrata.output.OutputCollection(\n", - " [\n", - " pystrata.output.ResponseSpectrumOutput(\n", - " # Frequency\n", - " freqs,\n", - " # Location of the output\n", - " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", - " # Damping\n", - " 0.05,\n", - " ),\n", - " pystrata.output.ResponseSpectrumRatioOutput(\n", - " # Frequency\n", - " freqs,\n", - " # Location in (denominator),\n", - " pystrata.output.OutputLocation(\"outcrop\", index=-1),\n", - " # Location out (numerator)\n", - " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", - " # Damping\n", - " 0.05,\n", - " ),\n", - " pystrata.output.MaxStrainProfile(),\n", - " ]\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Perform calculation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "for c in calcs:\n", - " c(ts, profile, profile.location(\"outcrop\", index=-1))\n", - " outputs(c, f\"{c.strain_limit:0.2f}\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot the results" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "metadata": {}, + "source": [ + "# Example 13: Impact of strain limit on EQL\n", + "\n", + "Show the impact of the strain limit on the EQL calculation." + ], + "cell_type": "markdown" + }, { - "data": { - "image/png": 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AqKRcs9/vVGo+YL6EdmQPN3QaFRuiJaEV4mo1c+ZM8vPz+fXXX6u0z58/H29vb4YOHVrnuTExMVUqIej1ehYsWMDQoUPx9vZusbhbkkw5EEJcNYrLDGyKTmFIgAtdXS59XD8+2IMfdp5l75lMQn0czXrP+DQloe3ubp6E1sFKx8ggN3acTCe7sBQnGwuzXFcI0XFMnTqVSZMm8dhjj5Gbm0tQUBCLFi1i/fr1LFiwAI1GA8CDDz7I/PnzOXXqFP7+/gA88MADfPHFF9x666289957eHh4MHfuXGJjY9m4cWOV+yQkJLB//34ATp06BcCyZcsACAgIYNCgQa31luslCa0Q4qpx4GwWxWVGxod4VGkf4O+MWgX7zmTw4KhuZr3nqdR8NGoV/q62ZrvmtLAubIlN488TKdw2qKvZriuE6DiWL1/Oq6++yuuvv05mZiYhISEsWrSIWbNmVfYxGAwYDIYq06ksLS3ZtGkTL774Ik899RSFhYWEh4ezbt06xo4dW+Uemzdv5v7776/SVlH79r777mPevHkt9wYbSRJaIcRVY3v5Lluje7hVabez1BLq48j+s1mYTCazrvI9k15AV2drLLTmm+F1bW9PXtWo+GX/eUlohbhK2dnZMWfOHObMmVNrn3nz5tWYdHp6ejJ//vx67zF79mxmz57djChbj8yhFUJcNbadTMfNzoLeNezYNTjAhcyCUk6VTxEwB6PRREJmIQFu5hudBXCysWBmfx8OJGSx/2ymWa8thBAdkSS0QoirQk5hGdHJuQzv7lZjPdgh3ZRSNXvPmC9BvJhbTKneSIAZpxtUeGRsd1Qq+GzTyRapziCEEB2JJLRCiKvCkQvZAAzwc6rx+OAAJaHdb8aE9my6UrLLvwXqxXZ3t2NmuA/bT6azJTbN7NcXQoiORBJaIcRV4ci5bADCuzrVeNzF1oIeHnbsM2dCW769prmnHFR4YUowVjo1b/9+gjKDsUXuIYQQHYEktEKIq8KR81lYaNT09q4+f7bC4G4uJOUUcyHLPPu8J2QoI7QtMeUAoIujNY+O7c6ptAIW7j3XIvcQQoiOQBJaIUSnZzKZOHI+m97eDlhqNbX2G1o+j9Zco7Rn0gvQqFX4Olub5Xo1eXhMIF4OVny8IY60vJIWu48QQrRnktAKITq9xOwisgrL6Odb96YJlfNozVQ5ICGjEF9na3SalvtWa2Oh5Y0ZvckpKiPit6gWu48QQrRnktAKITq9uJQ8AHp62dfZz9vJGl9na7NUOlBKdhWYdUOF2kwN68LEXp78fjyZqKScFr+fEEK0N5LQCiE6vbgUpbZsT8+6E1qAIQEunE4raPbH9yl5xRSXGenWAhUOavLMxB4AfLPtdKvcTwgh2hNJaIUQnV7lCK1HAxLa8nm0B5o57eBsurKwrDVGaAFCfRwZ0d2V1ceSSc0tbpV7CiFEeyEJrRCi0zuZko+ngyWONrqqB4qyIOdClSZzbbBwtrzCQbcWKtlVk7uH+WMwmlh5JLHV7imEEO2BJLRCiE7NaDQRn5pffbrBprfgwyD4rD+c+K2yuZubLW52Fs1eGFaR0Na7qULSETi/HwxlzbofwIReHjjZ6Fh64ILsHiZEJ5efn88zzzyDt7c3VlZWhIeHs3jx4gadm5qayuzZs3Fzc8PGxobhw4ezadOmKn1yc3N55513GDduHF5eXtjZ2REWFsb7779PcXH7+xRIElohRKd2IauIojIDPS6fbhC7HrZ/BO4hYOUES++DwwsAUKlUDOnmwonkXHKLm55kJqQXolaBr3MtCa2hDFY+Dl+Phe8mwg/ToLh5C7ostRqu7+fNydR8TiTnNutaQoj27aabbmL+/Pm88cYbrFu3jsGDB3PHHXewcOHCOs8rKSlhwoQJbNq0iTlz5rBq1So8PT2ZMmUKW7durex37tw5Pv30UwYMGMDXX3/Nb7/9xi233EJERATTp09vd780a9s6ACGEaEmxFfNnPe2UBqMR1r8Elo5w5xLQl8CPN8KqJ8BkhAH3MjjAhbXHL3IwIYvxwR5Nuu/ZjAJ8nW2w0NYybrDjEzjyM3SfAA7ecPgnWPEY3FH3D6P6TOnjxY+7E/grOpU+3nWXKRNCdExr165lw4YNLFy4kDvuuAOA8ePHk5CQwAsvvMDtt9+ORlNzze3vvvuOyMhIdu3axfDhwyvP7devHy+++CJ79+4FoFu3bpw9exZb20vTpq655hpsbW154YUX2LlzJ6NGjWrhd9pwMkIrhOjUKhaE9aiYcnB2G2SdhcEPgKMvuHaHB9aDkz/89jSc21s5j7apGyyU6A2cSsunh4ddzR0yTsHWD8C9F9yxCK7/HHrNgNjf4cLBJt2zwuBuLthbatkYk9qg/n9GXWT659uZOme7lPwSooNYsWIFdnZ23HrrrVXa77//fpKSkiqT0trODQ4OrkxmAbRaLXfffTf79u0jMVGZg29ra1slma0wZMgQAM6fP2+Ot2I2MkIrhOjUTlYmtOXJ5aEflef+91zq5OgDd/4CXw6HLf8m5O4V2Ftqm5zQRifnUWYw0dfXqeYOe78CYxlM+xC0lkrb+H9C9BrY+Abc+xuomzbeoNOoGRPszu/HkknNK8bD3qrWvgcTMnly4WEstWpK9Ebu/GYvvz89qvZpEkJ0BgtnQdaZto4CnLvBnQ2b83qlyMhIevXqhVZbNY3r27dv5fERI0bUeu7o0aOrtVecGxUVhY+PT633/uuvvwDo06dPk2JvKTJCK4To1OJS8vF2tMLBSgdlxRCzFvxGKCOzl/MIgdBb4PRmNEmHGBTgzLEL2RSXGRp9z2MXsgHo27WGj/xL8uHIIvAMhYDLPq7zCIGBs+Hsdvj9OTi7o9H3rVAxTWL3qYw6+721JhqVChY/Mow5s8LJKSrj2+3t4Ae9EKJOGRkZuLi4VGuvaMvIqP3ffnPOPXbsGB988AEzZ86sTIDbCxmhFUJ0WgajiVNp+QwLdFUaEnaAvgiCp9R8wsin4fgvcPgnBnd7ks2xaRw+l83w7q6Nuu/R88pH9/1qGqE9sRJK82DQA6BSVT02+R1I2AkHf1AeE16H0c836t4AwwKVH0x7TmdyQ3jNIy0nU/I4ej6bWwf60sfbkd5dHAjxsueXA+d5dmLP6iXOhOgsmjgq2t6orvz+0cBjTT337NmzTJ8+na5du/Ltt982LMhWJCO0QohO61xmISV646UFYfHlZWmCJtV8glcYePSGEysZ5qec05RpB0cvZOPrbI2LrUX1g7HrQKWGPjOrH7OwhYe3wH2rwTNMKS12anOj7+/rbKNs4Xu69pGWpQeV+ru3DuoKKD/EHhzVjcJSA78fT270PYUQrcfV1bXGkdTMTOX7VU0jsM05NyEhgfHjx6PVatm0aVOd128rktAKITqt2ItXLAg7uQHsvcGjV+0nhd0KRVmEFR/AQqvm0LmsRt3zXEYh8an5DPJ3rn6wrBhO/QVdh4FNLT8QLGyh2xiY9TNorWHtC02qUTss0JXT6QW17hq2PvIivs7WDA64FOe1vb1Qq2BLbMMWlAkh2kZYWBjR0dHo9foq7cePHwcgNDS0znMr+jXk3ISEBMaNG4fJZGLz5s34+vo2N/wWIQmtEKLTOllZsssecpMh4yR0H1/9o/7L9b4BAN2pjfTxduDI+exG1VtcdlBZ+TtzQA3f9M9uh7LC2qc8XM7ZH0Y9o8R8YlWD719haHmlhj01jDCfyyjkXGYhY3q6V/l40dFGxwA/Z3bGp1OqNzb6nkKI1jFz5kzy8/P59ddfq7TPnz8fb29vhg4dWue5MTExVSoh6PV6FixYwNChQ/H29q5sP3fuHOPGjcNgMPDXX3/h7+9v/jdjJpLQCiE6rbjUfAClfNb5PUqjf80rfyu5BIKjH5zZSv+uzuQUlXEmvaBB99MbjCw7eIEujlaMCnKr3uH0FuW5x7UNewNDHlZGaXd/AY0sYl4xb3hPDdMOdp5KB6gxxnHB7hSUGjjQzJ3ShBAtZ+rUqUyaNInHHnuMb775hs2bN/Pwww+zfv16Pvjgg8oatA8++CBarZaEhITKcx944AH69OnDrbfeysKFC9m4cSO33XYbsbGxvP/++5X9UlNTGT9+PMnJyfz73/8mNTWVPXv2VD4uXLhQLa62JAmtmURERKBSqeoc5hdCtK6TKXn4Oltja6mFhN1Ko9/wuk9SqSBwDGSeZrhbIQBHzmc36H6/HrpAUk4xswb7oVHXMAp8bg9YO4NbMAAmk4mfo39m0rJJTFs+jUUxi6r2t3GBfrdD0iHl0QhdXWzwcbKuMaHdEZ+OSgXDA6svdhvT0x2A3XXMvxVCtL3ly5dzzz338PrrrzNlyhT27t3LokWLuOuuuyr7GAwGDAZDlU+ZLC0t2bRpE+PHj+epp55ixowZJCcns27dOsaOHVvZ78SJE5w+fZqSkhLuvvtuhg8fXuXR3haGSUJrJhEREZhMJiIjI9s6FCEEymjp6bQCZboBwLndYOuujMDWJ3A8AAP1R4GGJbS5xWV8suEkLrYWPDAqoHqHsiJIPgpdh1bWmP3m+De8t+89DEYDJfoS3t37LsvillU9r/+9yvPxK9obYGigC6fTqs6jNRpN7IpPJ9TbEecaFq317uKAjYWGA2cbN3dYCNG67OzsmDNnDsnJyZSUlHD06FFmzZpVpc+8efMwmUwEBARUaff09GT+/PlkZGRQVFTE7t27mThxYpU+FfNma3tERES08DtsHElohRCd0tmMQkoNRmVDhZI8SIkEv2F1z5+tUF4f1jnjEK62Fhw+l11nd73ByBM/H+JibjHPTeqJvVUNJa8SDymbKXRV5rYdST3C54c/p6dzT1bPXM2SGUvwsfPhPwf+Q07JZTt2+QxQCrBHLgdj42riVkw72HvZPNoTyblkFZYxsqYpEYBWoya8qxNHzmdTZpB5tEKIjkESWiFEp1Sx5W1PD3tIPgYmI/gMatjJ9l7g4Isq6RD9/ZyITs6tc4OFpQcvsP1kOrcP6spdQ/1q7lQxh9dvGCaTiU8PfYpGpeE/Y/+Drc4WN2s3ngh/goKyAhbGLLx0nkoFoTdD/kVI2NWw+MsNr2Ee7c742ufPVhjk70xRmYHo5NxG3U8IIdqKJLRCiE4p7vIKB0mHlUbv8IZfwKc/pMUw2NsCvdFEVFJOjd2Kywx8tkmZavDajN61Fyw/txfUOvDuz4GUAxxMOcgNQTfQzbFbZZep3abia+fLghMLKCi7bCFanxuV55jfGx4/4OtsjbejVZWEdkd8OhZaNYMCaigrVm5ggFIhQaYdCCE6CklohRCd0smUfFQqCPKwg+QjSmOXfg2/gM9AMBkZbp0IUOu0g9VHk0jOKebRsYHYWday+aLRqIzQeoeDzpoVJ1cAMLvP7CrdtGotfwv7G7mluSyOuWw3I89QpfJC7O+NqnagUqkYFujKqbQC0vJKyCsuY9+ZTAYHOGOl09R6Xl8fZcteGaEVQnQUktAKITqluJQ8ujrbYG2hgaQj4BygVBhoKJ+BAPQ0xKJSweFaFoYtPXABS62a2wfXMtUAID0WinOg61AKygrYeG4j/dz7VRmdrXB99+vxtPHkh6gfSMxXkmlUKgiZBtnnICWq4e+BquW7NpxIoURvZFpYlzrPcba1wMPektjyUW4hhGjvJKEV4mphNJJ+eDW7l37M4aOH2zqaFlWqN3ImvbzCQUkeZMRDl/DGXaRLOKDCKvUoQe52HKlhhPZ0Wj77zmYyJdQLR+saFoJVOHdp/uxf5/6iSF/E9d2vr7GrTqPjlaGvkFOSw1N/PUVZxS5hwdOU59i1jXobI3u4oVGr+Gl3Ar8dTUKrVjE1tO6EFiDYy564lDyMxsbVv72c3mAks6AUQzOuIYQQDSEJrRBXg8RDFM0dg9uquxke9SYBy6cTF3O0raNqMWczCtAbTfT0tCsf0TQ1broBgJUDuPWExIOEd3UiMbuI1Lyq28iuPZ4MwM017Qp2uXPlNXC7DmXbhW0AXON3Ta3dr/G7hof7PszJrJP8duo3pdF/BFg5NnoerY+TNbcN6sq+s5lsiU1jTE93XGoo13Wlnp72FJcZOZ9VWOPxM+kFfL3tFPkl+mrH9AYji/edY9T7mxnwrw2M/8+Wym2IhRCiJUhCK0Rnd34fpu8moUs/wfeGaWzt+QqOFMDSBzAZO2dZporkqaenPaSeUBo9+zT+Qj4DIfscwzyVEcYrR2n/iknFzlJb+bF+jUwmZYcwj97obVzYlbSL3q69cbOuvcoAwAOhD+Bo6cg3x7+hzFgGGp2yw1jyEchJbNTbeHZiD7wcrJgQ4sG/bwpr0DnBXkr93pgaEtGTKXnc8uUu3l0bw/Wf7yAjv6TyWEZ+CTd8sZN/LD9OqcHITQN8SMou4tavdhFfvnObEEKYmyS0QnRmJfnw69/QmzTcVBKBasq7jL3zJQ543kxPQzyx+9a3dYQtYl953dUwX0dIKU9oPXo3/kI+AwAYbHEWqDqPNrOglMPnsxkV5IaFto5vpaknID8Ful9DZHokuaW5jPIZVe+tbXW23BVyF4n5iexOKh/hbeK0Aw8HK3a/fA3fzR6Mp4NVg84JLt+Q4sqR1VK9kScXHianqIyZ/X04nV7AkgPnASjRG7j3+31EJeXyyJhAtr4wjo9vC+eb+wZRUGrgwfn7uZhTXO1eQgjRXJLQCtGZRS2H7AQ+LLsFfAZw7/AAANyueRqA0l1ftWFwLcNkMrElLpWuLtYEutkqCaWlAzjWMy2gJuULw3wLT2Ct07A+8iK/HDjP7lMZ/OfPWEwmuCbEo+5rnPpLee4+vjIxbUhCC3B9kDLPds2pNUpDj0mgsYQTqxr9VmotJ1aLYC97rHRqtsWlVWn/718niU3J48lrgnj/5r642Fqw7MAFTCYTP+1OICopl8fHdeflab0qN5gYH+zBv24IJSGjkFv/t6uypJoQQpiLJLRCdGZHl6BXWbBYP45nJ/VEo1aSmsCQfhzWDaBXzg5K8ztXrdEz6QWczyxibE93VKAktB69GrZD2JU8Q0FjgTrpENPCunAmvYAXlx3jjm/2sHDvOYI87Li2j2fd1zi9BTQW4DeCI2lHsNRYEuoa2qDb+9j5MMBjAJvPb1bq0lraK0ltwk7IT238+2kEK52GSb29OJCQxflMZR7tlthUPt8cT+8uDjw+LggLrZobw5VR2r9iUvnv5ni6OFrx9IQe1a5351A/Pri5L8nZxdz4xU7eXx/DoXNZlOo757QXIVpafn4+zzzzDN7e3lhZWREeHs7ixYvrPxFITU1l9uzZuLm5YWNjw/Dhw9m0aVO1fuPGjUOlUlV7TJkyxdxvp9lqKZoohOjwss9Dwg62qIdj7+TGmB7uVQ5n+U9GF3+Ik/vW0OOae9ooSPPbEquMKI7r6QF5F6Eoq2nTDQC0Fsrc2+QjfPT3vrwwOZgDCZmk5JYQ5GHHqCC3yl8SamQ0KBsq+AzCoLXkaNpR+rj2QaepoyLCFaZ2m8qh1EPsStrFJP9J0GcmxKxRRmmHPNS099VAN4Z7s/poEov3n2NSby+e+PkQ9pZavrp7YOU0izuH+jFv1xke//kQJXojr97Sq9Yat7cN7oq/qw0vrzjOl1tO8eWWU1hq1YR42aM3mujmZstj47rTx9uxRd+XEJ3BTTfdxP79+3nvvffo2bMnCxcu5I477sBoNHLnnXfWel5JSQkTJkwgOzubOXPm4OHhwRdffMGUKVPYuHEjY8eOrdI/MDCQn3/+uUqbk5NTS7ylZpGEVojO6uSfACwrHsotw32rJV4eA2ZA/L8pjV4LnSih/SsmFQutmuHdXeH8VqWxqQktgHd/Zaex3ES8HH2Z3te74edePA6leeA/nPjseArKCgj3CG/U7SumJ+xM3KkktD0ng4UdHJwPg//WtJHnBhrT0x0/Fxu+2KwknzqNmh/uH4Kfq01lnyAPO27s78PyQ4mEeNlzUz0VH4YGurLh2bHsPZ3BvrOZHEzIIjo5D51GRVRSLtvi0vj96dF0dbGp8zpCXM3Wrl3Lhg0bKpNYgPHjx5OQkMALL7zA7bffjkZT8y+W3333HZGRkezatYvhw4dXntuvXz9efPFF9u7dW6W/tbU1w4YNa9k3ZAYy5UCIziphFwB7jL1qnOcZEtyLGPzxTd+hjCR2AnnFZew9k8GI7q7YWmovq3DQzIQWLm2f2xgV5br8RnA0TSmT1t+jf6Mu4Wvvi7+DPzuTdmIymZRpB+F3QcpxZepBC9Jp1Cx9dDgjursyqoc7Sx4ZzpBuLtX6PTepJwP8nHjrhtC6R6zLadQqRgS58czEnvz04FAO/HMiu1+ewPezB5FbrOfpxYeV9yqEqNGKFSuws7Pj1ltvrdJ+//33k5SUVC0pvfLc4ODgymQWQKvVcvfdd7Nv3z4SExtXRaW9kBFaITojkwkSdpKg8cdg5Uwfb4dqXbQaNWcdhxGSs4TCxEhsujayTms7tC0unTKDiQm9yue1pkYrz80doQVlt7FeMxp37tkdoFJD1yEcP/ghAGFuDSubdbkR3iNYFLOIMzlnCHQKhKGPwL7/wc7PIKBhC8yaytPBioUP1T064+tsw/LHRzb7XteEeDJ7RADzdp1l7fGLXNe3/g0ghGispzY9xfm8820dBl3tu/L5hM+bdG5kZCS9evVCq62axvXt27fy+IgRI2o9d/To0dXaK86NiorCx8ensv3UqVO4uLiQm5uLv78/s2bN4p///CfW1tZNir2lyAitEJ1R1hnIS2ZraTBDu7mi1dTyT91fSVSSj29ptdBa0sboFAAm9iofkU6JAjsvsKk+qthg7iFKZYHGjtAmHVHKa/mPBCsHYjJj8LDxwNW6jpq1tRjprSSLO5PKR2Rdu0PvG+HkH3DhQKOv1549dU0QdpZa/vNnbLN2KROiM8vIyMDFpfr3tYq2jIwMs5w7atQoPv74Y3799Vd+++03pk2bxgcffMCUKVMwtrM65jJCK0RnlKB81L3PEKzMJa2Fe8gYOAaGs7uB/2ul4FqG3mBkc2wqfbwd6OJorUyjSIsF/+H1n1wXjQ68wpSE1mRq2JxVkwl+fx5QwZT3KDOUEZ8dX5mYNtZgr8Fo1Vp2Ju3knt7l853HvawsDNsYAfetbtG5tK3J1c6Se4b78+WWU+yIT2dMT/f6TxKiEZo6Ktre1FWKr74yfQ099+23365ybNq0aQQEBPD3v/+dVatWMXPmzAZG2/JkhFaIzij5CABHTEH093OqtVuvoADijD64Zh5snbha0KFz2WQXll2abpB1FvRFzZtuUMG7PxRlQva5hvU/tQkSD8CgB8ArlPjsePRGPSEuIU26vY3OhoEeAzl48SAlhvJduTxCYMC9cHY7HF/apOu2V3cO8UOlgp/3JrR1KEK0S66urjWOwmZmKpvK1DQCa45zAe6++24A9uzZ0+B4W4MktEJ0RslHKVDbk4Qbvbyqz5+tYGOh5ZRVKK761EZvp9rebLpyusHF48qzuRJaaNi0A5MJtn0Eai2MVEa9YzJjAOjl0qvJIYzwGUGxoZiDFy/75WNiBNi4wh+vKOXJOomuLjaM6eHOxuhU0vJK6j9BiKtMWFgY0dHR6PX6Ku3Hjyvf90JDa691HRYWVtmvsedeTq1uXylk+4pGCNF8RgNcPM4JAunubo+1Rc2lWyoUlpeRyoqvfVVsR7AhOgUPe0tCK2qYni9/P76Dm3/xioS2fOS7RomHYMensP0/cG4XhN8JTl0BiM5UFqeFuDZthBaUhWEAe5IvGxWxcYFr34GCNNj4ZpOv3R7dPNAXg9HE78eS2joUIdqdmTNnkp+fz6+//lqlff78+Xh7ezN06NA6z42JialSCUGv17NgwQKGDh2Kt3fdpQnnz58P0O5KeckcWiE6m/STUFbIQb0foT71F6i38h8MFyAnfg/OA29q8G1K9cbK4vpt7Ux6AafTCrhjSFfUFWWjEnaBjRu4Vd+1qtHceoLWuvYR2m3/gb/+dem1pQNc81rly1PZp7DR2uBt24gatlfo6dwTZ0vnqgktQL9ZcHgBHPxBSaK7DmnyPdqTSb08sbXQsPJIErNHdmvrcIRoV6ZOncqkSZN47LHHyM3NJSgoiEWLFrF+/XoWLFhQWYP2wQcfZP78+Zw6dQp/f38AHnjgAb744gtuvfVW3nvvPTw8PJg7dy6xsbFs3Lix8h7bt2/nnXfeYebMmQQGBlJcXMy6dev4+uuvueaaa5gxo5FVX1pY+/hpJIQwn2Sl3mmkMaDGcl1X8u4RTqHJEk1yw1fx/2vNCfq++Qe/HrzQ5DDNqWK6wYSQ8vmzJXlw8Rj4DTPPYimNFrzDlVHYK2v2Hl+mJLOeYTBrEfS6HmbMAbtLtX9P55wm0DGw3oUadVGr1AzpMoSYzBiyi7MvHVCpYPrHoNbBmuegna08biprCw2T+3hx5Hw2Z9IL2jocIdqd5cuXc8899/D6668zZcoU9u7dy6JFi7jrrrsq+xgMBgwGQ5W6zpaWlmzatInx48fz1FNPMWPGDJKTk1m3bl2VXcK6dOmCRqPhX//6FzNmzOC2225jx44dvPXWW6xdu7bdTTmQEVohOpuoFZhQcdDYkzu71J/Qhni7EGkKoE9ulJIM1fNNatWRRL7bcQaA55cepbuHHeFdncwReZNtjE7BSqdmZJCb0nB+H5iM4NfMCgeX8xuubJSQEgmuPZSvDaWw4XWwcoJ7V4KtG4RMq3Jabmku6UXplVMGmmNol6H8cfYP9l3cx7UB11464B4Mwx6DXZ/BiRUQenOz79Ue3NDfh+WHE1l1JJFnJvZs63CEaFfs7OyYM2cOc+bMqbXPvHnzmDdvXrV2T0/PyqkDtQkKCuL3339vbpitpn2l10KI5kmPh7j1nHAYRTKuBHna1XuKtYWGBKsQbIwFkHm6zr4Go4mP/ozD2UbH/AeUj7aXH7o0Sluib/0dx3IKy9h/NotRQW6X5guf+kt5NuemA/7lJbeOL4PvJsGCm2DRLMhNhPGvKslsDU5nK3+m3Ryb/7H58C5Kgl5Zj/ZyI58BnS1seb/TjNKO7O6Km50Fq44kyc5hQog6SUIrRGex8zOYOxQwsUwzHQcrLe52lg06Nd9V2SGmKGFfnf02nEjhXGYh9wzzZ0wPN7q72/L7sWTiU/OZ/vl2gv+5nru/3UtqbnFz302DbYlLxWC8bHcwkwlifgcHH+hixt3PKuam7vpMGaUd8RTc+BXcvRyGPFTraWdylNHs7o7dmx2Cr70vgY6BbLuwDaPpiqTV1hUG3Q/psZe23O3gtBo10/t6cya9gP1nO08VByGE+UlCK0RncDFSKbDv5A83fsmqnECCPOwaPGfTwm8gADnxdSe03+84g4VGzd3D/VGpVFzfz4eMglKu+2w7J5JyGR7oyo74dJ5ceLjVRtQ2RqcCMCGkfM5qWoyyU1rwNPNuNmDloCTJAFM/gGvfhvA7IGhCnfc5naOM0AY6BZoljLG+Y0kvSq+snFBF+J3K8/FfzHKv9uDuYf6oVPDV1lNtHYoQoh2ThFaIzuCvfwEmuOU7MnvcQmZhGUEe9U83qNC1ex+yTbaokg7V2ufo+Wz2nc3k+nBvPOytAHhwdDduGeiLnaWWD2/px6KHh3HHED/2nc3kzxMpzX1X9SouM7AlJpV+vo54OCgxEbNGeb5iLqtZ3PYT3PI9DH2kwaeczjmNTq3Dx86n/s4NMMZ3DABbzm+pftCzD3j0gaiVoO8c9VuDPOyYGurFXzGpHDmf3dbhCCHaqSYntGfOnOGLL77gzjvvZOzYsQwZMoRp06bx97//nbVr11JWVmbOOIUQtSkthFObodsY8O5PfGo+QKMS2l7ejhwzBuKcGwMGfY19ftipfHT+4KhLc0HtLLX859Z+HHxtEjcP9AXguUk9sbHQ8N+/4pv6jhps+8l08kr0TAvrcqkxcgVYO0PAaPPf0Hdgoxdcnc4+jb+DP1q1edbghnuE42zpzMaEjTV3CLsFirPhzPaGXfDQj/DNNbDqCaU6RDv0fxN6otOo+PvSoxSXNW2ett5glHm4nZT8d+14WuK/WaMT2i1btjBlyhR69OjBU089xfbt28nPz0en03HmzBm++uorpk+fjq+vL6+//jq5ublmD1oIcZmz28FQAkGTAJqU0LrZWXJK1wMLUwmkVf8o22QysTUujb6+jvSqp3KCu70l14V14XhiDvGpLZsgrT2eDHApoU2LhdQo6DUDNLoWvXdDFOuLScxPJNDRPNMNALRqLRP9JxKfHU98Vg2/NIRMV55jG7A6OWoF/PYUpJxQatmufEyZg9zOBHvZ88zEnsSn5vPwTwcpKKn5l67Lncso5N210dz/wz7GfLCZnv9cR/dX1nLH13vYfzazFaIWrUGtVlcrSyXaN5PJhMFgaFYZw5o0KqGdOXMm1157LRYWFixatIiUlBTOnz/PwYMH2blzJ9HR0eTk5HDw4EEeeeQRFixYQI8ePaoU6hVCmNnJDcpzDyWhPZOuJLSBbg1PaAHyXZUFVPpzB6odO5NeQFZhGQP9nRt0rZsGKKO1yw+13Ha6xWUGNpxIoV9XJ7q62CiNUSuU5z4N3yCiJSXkJmDCZLb5sxUmB0wG4I+EP6ofdO8JrkEQs7buagdlRbDuJbB1hyf3K39m0auVBXXt0KNjuzNrcFe2xaUx4aOt/Lw3odbR2rXHk5n0yVa+3naanfEZWOnUTOjlyZie7uw/m8lt/9vNxxvi0Bs6RzWIq5mlpSUGg4HU1FRJajsAvV5PcnIyBoMBO7vG/YyqT6M+A7O3tycmJobAwNq/OWs0Gvr370///v2JiIjgp59+IjGxY+8RL0S7dmoTOPopu1kBZzMK0apV+DpbN+oyWr9BkAZ5p/fhPOT+KscOJigrzAf4NSyhHdrNBW9HK1YfS+KFycGN+k08v0TPL/vPE5eSRx8fR+4c4odGXf38bXFp5JfouS7MS2kwmSByubI7WEtMN2iCU9nKQiZzjtACDPQciKeNJ7/G/cpDYQ9hobGo2iF4mlKNIfkw+Ays+SIH50N+Ckz+t7JF75T3lIR271fQa7pZ4zUHjVrFv28Ko4+3Ax9tiOPVFZF8s+00H98eXuXv5f6zmTyz5AhO1jo+uT2cYYGuVf7+nE7L56lFh/ls00n2nMrg01nheDs17t+KaD88PT0pKSkhMzOTnJwcNBqN2Uf+RPOZTCaMRiN6vfLpio2NDc7ODft50lCNGqH98ccf60xmq11crea+++7jvvvua3RgQogGyElUascGjqlcaZ+QUYCvszVaTeNmFHUPDOKiyRlT4sFqxw6dywZo8AitWq1iQi9PzmcWcboRuzxdzCnm+s938NaaEyzef57XVkby9KLDNY6kVZtukBqtlKzqfb2ys1c7UFnhwMwJrVat5a5ed5FWlMbaM2urdwiaWB7A1povELsONrwGdp4wcLbSZu8JfWYqU1hSTpg1XnNRqVTcMzyAnS9dw4tTgknOKebOb/awJVapdHE6LZ+HfjyAVq3i+9mDGRnkVu2XoUB3O5Y/PoLZIwLYdzaTcR9u4W/z9/PrwQvkFMnaj45GrVbj5+eHk5MTFhYWksy2UyqVCq1Wi729PT4+Pvj5+aHVmvf7dPv4ri+EaJqzO5Tn8hFJo9FEQkYhwwJdG32pYd1d2WvqzjV5h5SPo3WXRq0On8vCy8GqUSNZ40Pc+WlPAptjUunuXv9HS6V6I7N/2Mfp9AJenBLMLQN8eeO3KH4/nszoHm7MGuJX2be4zMDG6FT6dXXC17liusFy5bmdTDcAJaFVocLfwd/s176l5y3879j/+Pb4t1wXeB069WVzhrsOBY0lnNkGo5+remJ+Gvz6EFg6wF3LwMLm0rFBDyglv44tgUlvmj1mc7G11PL4uCBGdnfjvh/28dCPB3hodCBL9p8nr1jPt/cOItTHsdbzLbUaIq7vw5iebny/4yybY9PYGJ2KpVbNE+ODeGRsIJZaTSu+I9EcarWaLl261N9RdGpNTmi3bdtW6zG1Wo2TkxMhISFmz8CFEJc5W76SvXxHrJS8Ykr0RgJcbap025CwgSWxSziTfYYeLj14dsCzBLsEV+njYKUjzb43moID6JOOovUfBijJ48nU/Et1XhtoeKAbFlo1W2LT+Nvoukcoi0oNfLE5npiLeTx1TRCPjwsC4INb+rL3TCafbIzjhnCfyp3Atp9Mr3m6gZ0n+Dd/i1lzKCgrYP/F/QQ4BmCltTL79e0t7JndZzZfHPmCZXHLuCPkjksHdVbgNxTO7VHKd2kv22Bjy7tQmgc3fgFd+la9aNehSq3dqBUwMcK8dXxbQL+uTix+eBh3f7uPuVtOYa3TMPeuAYxv4N/Va0I8uSbEk8yCUv6Musi3O87w8YY4Vh5J5P2b+zI4wKWF34EQwlyanG2OGzeu3qF9Ozs7nnvuOd54442m3kYIURuDXinX5dwNHJVFWGfTCwHwd7Wt7Pbbqd94dcerWKgt6O7Und1Ju4nJiGH1zNXYW9hXuaR1wBCI+pELkTsJKE9oYy7mYTCa6hzxqom1hYbhga7sOpVOQYkeW8uav91sP5nG/y0+QmZBKd3cbHlifFDlMXsrHU+MD+Jfa06w5lgStw7qCsC68ukGU0PLR2UuHofMUzDkYVC3j5G1H6N+JLskm2cHPtti97i3970sjV3Kl0e+ZHrg9Kr/PbuNUUZoLxyAgPJte/PT4NBP0HUY9Lq++gXVauh9I+z5ApIO1T7/th0J8XJg0/NjiU/Nw8/FFnf7hu2OdzkXWwtmDfHjpgG+fLP9NJ9tOslt/9vNfcMDeGJ8EPZWWnKKysgqLCW7sAxLrZo+3o5YaKWUuxDtRZP/Na5evRp/f3+uvfZafvjhB9auXcv333/PpEmT8PPzY968edx+++3861//4vPPPzdnzEIIUD5iz70AfW+rbErIUOarBrgpI7TJ+cm8vedtPGw8WHfzOn6Z8QuvD3udjOIM5h6ZW+2SQf2VqQv5py/tGBaVlANAH++6y3XVZHywO2UGEzvj02s8vvFECrN/2E+ZwciLU4JZ8vAwrHRVE9JbBvhioVGz8oiyuLREb2BDdAp9fR0vq25QMd1gZoPiMplMLIpZxKw1s7hx5Y389/B/KTWUNvr91SavNI8fT/xIgEMA13evIXE0ExudDU/2f5Kskiy+j/y+6sFuY5XnM5d9mnZsMRjLYOjDtY++9r5BeY770/wBtxBHax0D/V2alMxezqJ8ysG6/xvNQD9n5u06y+B3NhLy2nqGvruJKZ9uZ9bXe5g5dxcD397A66siiU6W0pRCtAdNHqFdv349Y8aMYd68eVXaKxaB7dixg6+//hqAb775hqeeeqpZgQohLqMvhW0fgoUdDH20svl4opJ8VozQrjy1kiJ9Ee+Nfg8PG+Vj2Jk9ZvJL3C8sjVvKE+FPYGdxaX5rn0B/zuOFQ+ZxTCYTKpWKyETlB3Yf78aN0AKMC/aA1SfYHJvGtX28qhw7cDaTJxYewslax5JHhtdaN9fRRsf4EHf+PJHCxZxiopNzySvWXxqdNRrg2FKw91ZGHuthMpl4fdfrrIxfiaOlIxZqC/537H8cTDnI3IlzsdY2f8X7ktgl5Jfl848h/zDbhgq1ub779fwU/RM/nfiJ24Nvx8u2/M/Zu7/y9+PMVhj/sjIt4/ACsHKC4Otqv6DPANDZQsLOFo27PQt0t2PJI8NZcyyJbXHpGIxGnGwscLLR4WStI7uojPWRF/lxdwI/7k5gcIAz9wwP4NrentV+IRNCtI4mj9AuWbKEO+64o8Zjd955J8uXKyMm06dP5+TJk029jRCiJts+gPQ4GPE02Cjz/BKzi1h68AJ9vB3o5mqLyWRi9anVuFq5Vm6XCqBWqbm1562UGErYkLChymXVahVZTn3wMyVy+rwyInoiKQc3Ows8HRo/+hXgZkugmy1bYqvWiIxLyeOBefvRqFX8cP/gejeBuCHcB5MJNpy4WFndYGpoeeJ2eosyUh1+p/KReT1Wxq9kZfxKRnqP5I+b/2DDLRu4Pfh2DqQc4JODnzT6PV6pzFDGz9E/42njybRuLbD97hU0ag3PD3yeEkMJnx++7NMwjU6ZT3xhP5QWQMYpSItRRrF1dczp1eig6xA4vw/Kils8/vZKo1ZxQ7gPH93Wj09n9Sfi+j48M7Ens0d245mJPVn3f6NZ/vgIbh7gy9ELOTy96DCD397I878cZWtcGmVS41aIVtXkhLagoIC0tLQaj6WkpFBYqMzls7e3l4VhQphTejxs/xi8+sKoS/Mz526Op1Rv5B9TQ1CrVRxJO8L5vPNcF3hdtVHCyQGTsVBbsOrUqmqXtwscAsDhvVsoLjMQfTGPPt6OTS6HMy7Yg+ScYmJTlF3DErOLuPe7fRSVGfjfPQPp6+tU7zVGBrmhVsGW2DT+PJFC7y4OBLiVzxM+/JPy3P+ueq+TW5rLh/s/xNPGk/fHvI+tzhaNWsPLQ15moOdAFsUsYnHM4ia9zwp/nf+L9KJ0ZoXMQtdKu5WN9BnJsC7DWH1qNRfyLlw60G0MGPWQsBviyze46Tm5/gsGjFR2n6uhhFuDpcfDge+VxXp6803naC9UKhUD/Jz56LZ+7Hl5Aq9O60U3d1t+PXSB+77fx9B3N/HqiuPsOZ2B0SgF/4VoaU1OaEeOHMlrr71GbGxslfaYmBhef/11Ro1SVl2fPn0aX1/f5kUphLhky7tgMsC0D0GrFNTflPAXq5Pm4O2/E0+3LEwmEwtOLABgZlD1eaX2FvaM7TqWQymHyCrOqnLML0yZR5sWu5tD57Io1RsZ0q3pq73Hh7gDsDkmjezCUu79bi8Xc4v5z639GN3DvUHXcLTW0dfXiU0xqeQUlTG9X/l0g8JMZWergNHgUn+t18Uxi8kry+Op/k/haHlpCoVGreG90e/hZ+/HO3vfqTZy3RhL45aiVWtr/HNvSfeH3o8JE0til1xq7H6N8nzyDyWhVesatulERZ/TWxofSNJhWPUEfDEY1jwLy+6HucMgvfN+Uudia8FDYwL57clRbPn7OP5+bU/c7Cz4ee85Zn29hyHvbuTZJUdYeuA8xy/kUFha/9a9QojGafLQ6aeffsqYMWPo06cPoaGheHp6kpKSQmRkJM7Oznz66acAJCUlycYKQphLWpwy4hU0CfyU+aIXCy7y0vZ/YLIrIg+4+bfV+Nn7kZifyEjvkQQ5B9V4qdE+o9mQsIHdSbuZFnjpo3GtTzhG1ASUxPLRn3EADAtsekI7pJsL1joNm2NTiU7O5VRaAa9N780N4T6Nus6oIDeOnM/GyUbH3cPK67oe+wUMpdD/nnrPLywr5KcTP+Fj51Pl/VbwsvVi/tT5TFs+jblH5jLBbwJqVeN+50/ITWBv8l4mB0zG1brxtYCbY3iX4XRz7MavJ3/lifAnlFJhHr3BOQCOLFIWg/kNA8sGbDfpM0jZEjdqBYx/peHlu/Z+DeteBEzgNwJGPKlUoNj6AXw7AW77EQLHNeNdtn8BbrY8eU0PnrymB7EX81h9NImN0SmsOJzIisOXds30dbamh4cdPTztCfKwo4eHHUEedthbtc6ovhCdTZMT2t69exMZGcnHH3/Mtm3bOH36NK6urjz//PM888wzlUWOX3vtNbMFK8RVb++XgAlGP1/Z9MH+DygxFFF04S7+fcNQThbsZtO5TRhNRh4IfaDWS43wVuq17kzaWTXBs7BF7xpMv/TTlVvehvk4NTlkS62GUT3c2HAiBYBJvT15YGRAo68zsbcn/90cz/9N6IGDla58kdNPygYBvWbUe/7SuKVkl2TzVP+nqm5CcBk3azdmhczih8gf2HxuMxP8JzQqxmVxywC4teetjTrPHFQqFbf0uIUPD3zIjsQdTPSfqCSiIdNh93+VTv1qXvdQjUarlO/a/w1cPAZd+tV/zqm/YN0L4BoEN32jLEpTqSDkOvAdDEtnw4Kb4bafIKTl5xa3B8Fe9gR7BfP3ycGk5BZzMCGL+NR8TqbmczIlj53xGWyOrTp1z8vBih6eSnLb3d2Obm62BLjZ0sXBCnUNW0ALIRTNmtzq5eXFBx98YK5YhBB1KchQRtq8+1eOzu5I3MGGhA1oivriazGUW/qMQ6Uazz+G/IPskmxcrGofWfW09STIKYidiTsxmoxVRiMt/AbinbEAN3Kwc+3S7Hqbr0/vjQo4k17AWzf0adJ83PCuTux9ZQIeFaWZko9ASqSyu9Xlu13VoMRQwryoeXhYe3Bj0I119r23973Mj5rPyviVjUpoSw2lrIpfhb+DP0O8hjT4PHO6NuBaPjzwIevPrlcSWlAWge3+L/gOURbONVTYLUpCG7m8/oTWUAbr/gFaK7hnBTj5VT0eNAEe/BPmTYdf7oUbv4S+rZ/0tyVPB6tL2zSX0xuMnM8q4mRKHidT88uT3Tz2n81k+8mqpe4sNGo8HS3xcrDC08EKLwcrvBzLH+Vtng5WUhtXXLVktZYQHcW6FynTF/FL0FAyDn9OqaGUladWYqWxJv3Cddw+0qsyUVSr1HUmsxWGdRnGgugFJOQm0M2x26UD3gPg8AIiBhXTZXB4s0Pv6mLD1/cOavZ1PB0uW51/qGIxWP3TDVacXEF6UTovDX4JC41FnX3drN0Y1mUYOxJ3kF2cjZOVU4Ni25iwkaySLB4IfaDN9pP3svVigMcAtp7fSmFZITY6G/AdBPevB+/wxu385TsEbFzh9Gagnm1wjy+F9FgY+1L1ZLaCRy+4b7UySrv8b3BmC4x5EZzNvy1wR6HVqOnmZks3N1uu7XOp3Wg0kZhdRHxaPgnpBZzNKORcZiEXc4o5nVbA/rNZtV7TxVYpL+ZiY4GTjQUutjqcL/taebbAwUqHraUGe0vlWauRRFh0bI1KaKdNm8Y777xD//79G9S/pKSEL774AktLS5544okmBSiEAKJWUBj1K08E9uLA+bVwXmn2tPEk3OpR1ugdmXJFndeG6OfRjwXRCziadrRqQuszAIDpzong72yOd2BeZUVwfBl4hioj1nV1NZbxfeT3uFi5cHPPmxt0+esCr2NX0i7+TPiT24Jvq/8ElCkNOrWOG4JuaFD/lnJtwLUcSj3EnuQ9XONXvijMf3jjL6RWK4vDTqxSFt/Z1PILkskEu/6r1Lwd9njd1/TsDX/bCKseV2riHv4Zelyr7Ejm0Qu6jwdL+7qvcRVQq1V0dbFRNg4Jrn68RG8gNbeEi7nFXMwpf+Qqj7TcErIKSzmbUUj2+Wz0DaywYKVTY2epxdZSW+XZzlKLjYUGK50GS50aa53ytfKsxqr89eVt1pe1WerUWGjUaNUqNGpVm/2yJzq/RiW0Xl5eDB48mKFDh3Lvvfcybtw4goOr/mvLy8tj7969rFq1ikWLFuHo6MhPP/1k1qCFuKrkpWBc8xwve3XhgKmAWcGzuLOX8tGxt603136yCy8HI/0aUP7qSuHu4QAcTTta9aN4zzCwclTmRU5oh/Pgo1dDSQ70f7neUcfN5zaTXJDMU/2favCmCdd0vQadWsemc5salNDGZ8VzIOUA07pNw9mqbX8BGO0zmvd4j+2J2y8ltHUo1hcTmxWLj50PbtZuVQ8GjoUTK+Hs9ks7iF3p7A5IjYKhj4G1U/0BOvrAPSvh1CbY/x3ErVeqMADYecGNX0DQxPqvcxWz1GouJbx1MJlM5JXoyS5Qtu3NLCwlu7CUzIIy8orLKCjRk1+iJ7/EQH5xGQUlBvJK9OQV60nOKSa/RE+p3nz1dFUq0GmUBFenUaHTqJXX2itea9TotFVfazVKQqxRqdBqVKhVKrRqFWr1pWdNDW1a9aW+mivbKq+jRhmgVqFWgVqlQnXZs0qltKvKj6suO668ruijQsXl51W9ljIFuu57VFxD+QOreFJVfptTQeUvBSq4rF11qf+lL5VYubxdVfn15f9dGnyfdvwLSaMS2u+//56nnnqK9957j6effhq9Xo+1tTXu7u5YWVmRmZlJRkYGJpMJf39/XnnlFZ544gksLZu3HaEQV62yYoxL7uJdGxN/WWmZ2m0qrwx9pfKbSnRyLgkZhdw33L9JC0a8bL3wsPHgaNrRqgc0Wug+QdlSNj8V7DzM8W7M59CPoLGAvrfX23VZ3DK0Ki039bipwZe3s7BjiNcQ9l7cS35pfpXd1Gry9XFlV8S7etVfC7el+Tn44e/gz47EHZW7vdXmXO45nvzrSc7knMFCbcFXk75isNfgSx0qts89vbX2hDZ2rfLc/+6GB6lSKUlr0ERl9DfnPJzdCVvfg8V3K6O4XqENv56okUqlwsFKh4OVDj/XupPf2pTqjRSVGSgpM1BUZqC4zFj+fPnj8raq/Uv1RkoNRsoMJsr0RsoMFa/L2wxGSsvbi8v05e0Vbcrxho4yi5bX09OOP58d29Zh1KjRc2j79+/PkiVLSE1N5Y8//mDPnj0kJSVRVFTEwIEDCQkJYdy4cYwcObJdZ/JCdASFf77CP0vPsMHBnmFdhvHWiLeq/LtaH3kRgMmhjZ9uUKGfez82JmykoKwAW53tpQM9JysJbfzGxi0mammZp5URwz4za/8YvNz5vPPsTt7NJP9J1Ucf6zG+63h2Ju1kR9IOpgRMqbXf6ezTrD+znpHeI+nr3rdR92gpo31GsyB6AfHZ8fRw7lFrv1d2vEJCbgJ39bqLFSdX8OK2F1lx/YpL84ZdAsG+i7JrWG1O/gkOPuDZp/Y+dbFxUR5d+inzfX+YCkvvg0d3gK752xCL5rHQKiOoWLddOTGj0USpwYjRZMJgNGE0gt5oxFD+utqjtvbajpW3mUxgQrm+0WTChDLKbTQpM2uMJhOm8najsfzZpPSpOG4sv4bJdHkfpZ3LjhvL+3P5eRVt5fcFymOg/GvTZV9faufy9vLrX/q6ejtVrlHTfaq2c9n9uzi233+TTV4U5uHhwT333MM999S/IKMjSEtLY/bs2WzZsgUfHx+++OILJk2a1NZhiauY8dweXkr4jS22Nkz2v5Z/jXpbqS1azmQysS4yGWcbHUMCml4ntp97PzYkbOB4+nGGdRl26UDQRFCplVqv7SmhPbJQeW7AiODyk8oW3Lf0uKXRtxnXdRxv732bbee31ZrQmkwm3t//PiZMPB5ez/zRVjS0y1AWRC/gQMqBWhPaI6lHOJp2lJt73Mw/hvyDns49eWPXG6yIX8H9ofcrnVQqZX5r7Fpl+1wL26oXyTwNGfEw4L7GLTirTdchcM1rsPEN2PQvmPJu868pOjy1WoWVWtPWYYh2TpY1lnviiSfw8vIiLS2N//znP9x2221kZGS0dVjiKrZg0wtssbVmuvcYPhz7n2rzPyMTc4lLyWdaWJdmrVDu566UZDqaesW0A1s3CL1ZWeV+oRlboJqT0aAktA6+EDi+zq5lxjJWxq/Ex86HYd7D6uxbk4qyZnuS91SOVlxpZfxKdiXt4vru17eb0VmA/h7KQrlDKYdq7bMgWtlJ7t7e9wIwPXA6zpbOLD+5vOr79R0EJiMkHal+kVN/Kc89zPjL/4inlI0d9n4FmWfMd10hRKcmCS2Qn5/PypUrefPNN7GxseH666+nX79+rFpVfZ97IVpD7plt/M+UgY/KktfH/6fG6Tu/HFBKHdw2qGuz7tXLtRdatbb6PFqA0X8HVMpHwMeXgdF8C0Sa5NB8yE1URmfrGbHZdn4b6UXp3NTjpkbv+FVhWJdhpBWlcTrndJV2vVHPTyd+ImJ3BF62Xjw78NkmXb+lOFo6EuQUxKGUQzUm42WGMnYk7qC/R38CnZQtgy00Flzf/XrO5p7lcOrhS519ysutXdhf/UYVUxH8R5oveLUGJr6hbO+842PzXVcI0al1yIQ2Ly+PF198kWuvvRZ3d3dUKhURERE19s3Pz+eZZ57B29sbKysrwsPDWbx4cZU+J0+exM7ODl9f38q2sLAwoqKiWvJtCFGrH3e+Sa5Gw2OhD9a4Mr+4zMCqI4mEeNnT19exWfey1FjS26U3x9KPVU9+PEJg+sdQnAu/PgjfXwtpsc26X5Plp8HGCLD3VrZUrceK+BWoVWpu6N70MloVUzBWn1rNj1E/8uK2F7l33b2MXjyaD/Z/QBfbLnx77beNnp/bGgZ6DiS1KJXE/MRqx46kHaGgrICR3lUT0andpgKw7cK2S43e/ZWpJ4kHqt/k/F5lZ7B65jI3WsBo6DpM2Ugk+5x5ry2E6JQ6ZEKbkZHB119/TUlJCTfeeGOdfW+66Sbmz5/PG2+8wbp16xg8eDB33HEHCxcurOyTn5+Pg4NDlfMcHBzIz89vifCFqFNG4n5+LLtIIBZMD3+4xj5/RF0kt1jPrYO6mmXxZV/3vuSU5HA292z1g4MegP87AkMfhcSD8M0ESI1u9j0bbeenUJwDk9+ut1ZpWmEaOxJ3MNJ7JJ62nk2+5SCvQejUOr6L/I4PD3zIujPrSMhNoIdzD57u/zTLr1+Ov0P73BigctpBavVpB7uSdgEw0qdqQhviEoKjpSN7kvdcarS0A7dgSLpiBD8/DbLOQtehZo0bUObjjn0RjGWw41PzX18I0el0yJ3C/P39ycrKQqVSkZ6ezrfffltjv7Vr17JhwwYWLlzIHXcoe5iPHz+ehIQEXnjhBW6//XY0Gg12dnbk5uZWOTc3Nxc7u7pL9aSmppKWVnUf7vj4+Ga8MyHgm23/pEit5one96Op5WP1pQcuoNOouDHc2yz37OveF6IhMj2y6gYLFWxcYOr7SuWDn2+FRbPg8T2ttwo9P02pWeoZCr1n1tt99enVGEwGZvaov29dbHW2fDXxKyIzIvGx82G0z2hl960OYKDnQECZR3t99+urHNuZuBNnS2d6u/au0q5RaxjiNYSNCRur7pLWpR8cW1x1g4UL5dMNfAfTIrpfoyxIO/wTjPk7OJjn77oQonPqkCO0SlHj+kelVqxYgZ2dHbfeWnXP8Pvvv5+kpCT27t0LQI8ePcjPz+fChQuVfSIjI+nTp+4yNHPnziU0NLTKo74RYyHqsjtyIQtLEulrsmDioJpXzafkFrPzVDoTQjxxtTNPjecwtzAAjqcfr7tj92tgwhvKyNz+7y61512EqBUtN3J7dCHoi2D088oOVnUwmUysOLkCZ0tnxvmOa/ath3QZwgOhDzA5YHKHSWZBqTHsbevNwZSqC/rSi9KJzoxmmPewGucWD/cejgkT+y5eVqqrS/mCt4uX/f1IUEZ5W2SEFpRR2jEvgqEUdn7WMvcQQnQaHTKhbajIyEh69eqFVlt1ILpv376VxwHs7Oy44YYbiIiIoKioiDVr1nDkyBGuv/76ate83OOPP05kZGSVx8qVK1vkvYjOr9RQSsTBD7ExmXhv9Hu1LmTaFJ2KyQRTw5pee/ZKPnY+OFs6czytnoQWYMjDSt3RHR9DSb4yz/GTPrB0NswdBr89bf7FY5HLwdIBQq6rt+vRtKOczT3LdYHXodO0Xe3M9mCA5wDO5p4lo+hSxZbdSbsBGOUzqsZzBnkqi8CqLAzzqkhoj11qO7MVbNzAPcS8QV+u52Tl3gd/gJzqc4GFEKJCiyS0PXr0oHv37i1x6UbJyMjAxaX6YoWKtsvLcs2dO5ekpCRcXV159tlnWbJkCW5udS/08PDwoE+fPlUeQUFB5n0T4qqxdN8nJKHnEesAunavvQzSpugUtGoV43qab/culUpFmHsYMVkxlBpK6+6ss4JRz0JhBqx6HFY+phTfnzEHuo1RKhFsfc9ssZF5GpKPKMmstv4R6RXxKwCaPd2gMxjgOQCompzuSNwBwAjvETWe4+/gj4OFQ9XRei9lBJ/k8nm0BRnKaG23MfWOmDeLSgUTXgd9Mfz25OWV5IUQoooW+U5kMpkwtnV5n3J1TU24/Ji7uztr166lsLCQkydPcu2117ZGeEIAYDAa+P7kEtz0BmaNfqvWfkWlBnbEpzM4wAVHG/OOPoa6haI36onNbEAVg/A7wcoRTqxSFmjd9xsMnA13/qLMc93xqflWp0cpCSp96t+6trCskPVn1tPHtQ89nXua5/4d2BCvIQDsTNoJKH/PdiftJtg5uNbKDGqVmjC3MKIzoikzlCmN1k7gHKBUNTCZlNFZgMBW2AKzxyTof49S83bdS5LUCiFq1CIJbXx8PGfOtH1BbFdX1xo3R8jMzASocfRWiLZw+MJOUk1lzNQ4Y+0zsNZ+O+LTKdEbmdi76Sv3a1Mxj/ZY+rF6eqLsGDWwfDepSW8pW6SCskjs2n+BoQS2mGmUNnIFWDlB4Lh6u/6Z8CeF+kJmBsnoLCijrf4O/my/sB2TycTh1MNklWQxruu4Os8Lcw+j1FhKbNZlv9yETFd+STn1F+yco7Q14L+JWUx9H/xHwb7/wU8zq87lFUIIOvkc2rCwMKKjo9Hr9VXajx9XvhmGhoa2RVhCVPNn5HwAru0+vc5+m6JTAJjYy3zTDSpUJLSR6ZENO2Hcy3Bv+cjs5bpfA37DlY0YCpq52176SUg5Dr2mg9ai3u5LY5dipbFiauDU5t23ExntM5qUwhTisuLYdG4TABP8JtR5Tl83Zc7ssbTLfrnpe7vyvOAmZQrImBeUUdvWYGELd/2ijNSe3gxfjYJ50yFmrbJ73JUSdsHvf4cFt8DcEfDfIfDDdbDhdUiNaZ2YhRCtqlMntDNnziQ/P59ff/21Svv8+fPx9vZm6NAWWp0rRCMYjAY2ph/Gv6yM4L731drPaDSxMTqVIA87/F1tzR6Ho6UjfvZ+9Vc6qKCzUj5yrmlaz6AHlVHaIz83L6jjS5XnPvWPuEZlRHEs/RjTAqfhYOFQb/+rxWjf0QAsjVvKpnOb8Lb1JsSl7oVcFeW84rLiLjV6hV2aSzv67zD+1RaJt1YWtnDDf+HhrUpyfW4PLL4Dvh53aVvevIuw+C74YSrs/wbObFOqY2BSRnV3zoEvh8PqZ5TNQoQQnUaj6tBec801De6rUqnYtGlTowNqqHXr1lFQUEBeXh4AJ06cYNmyZQBMmzYNGxsbpk6dyqRJk3jsscfIzc0lKCiIRYsWsX79ehYsWIBGU/fWmUK0hsPJ+0gzlfGQygGVY+21Ng8kZJGeX8LNA31aLJYw9zB+P/07OSU5OFo2Ywey3tfDelc49COMeKrmpLcmJhNkxENJnrID1YHvwdEPuo2r99TFMcoOgLOCZzU97k5oqNdQQl1DWRK7BIAnwp+ot+yhq7UrLlYunMw+ealRpYJZi6AoU6lL21a8w+Gmr2Him7DnC9jzJXxzDQSMUrbi1RdB7xuVTxDcel5atGY0KnOA/3pbqZoQvxGu+wh6XNvwv59CiHarUQmt0Whs8K5ENe0fbk6PPfYYCQkJla+XLl3K0qXKaM6ZM2cICAgAYPny5bz66qu8/vrrZGZmEhISwqJFi5g1S37oifbhz+PzALg2YHKd/b7bcRqAWwf61tmvOcLclIQ2Kj2KET41r4JvEK0lhN4M+75WVsZ7h9d/TkEG/HIPJCgLmFDrlJ2irn0bNHV/q8ouzmbdmXX0c+9HL9deTY+7E9KoNbw58k3uXns3o3xG8VDYQw06L8gpiMj0SEwm06Xv+05dlUd74NBF+bvR93b4/XklmXXvqSSywTVMOVGrwX84zF6j/KK04XVYeBt49IHQmcqGHW5SpUaIjqpRCe2WLVtaKIzGO3v2bIP62dnZMWfOHObMmdOi8URERPDmm2+26D1E52MwGtiYuh+/sjKC+z9Ya7/Tafn8eSKFCSEeBHnUve1rc1y+MKxZCS1A2K1KQnt8af0Jrb4UfrweUiKh7yxw6Qax65StbvvfU++tVp1aRYmhhNuDb29ezJ1UT+ee/HXrX9jqbBs8KBHkFMS+i/tILkjG265pu3SVGEpQq9To1C1YD9grDB78s+H9VSoY/KBS43bnZ3BsiTJq+9fb4BkGo55RKmq0ZDkyIYTZyb9YM4mIiMBkMlVu1iBEQ2w9+ydppjKmqp1QuQTU2u+jP+MwmeCxcS1b3znYJRitWtvwhWF18R0MTn7Kpgj1lfHb9ZmSzI55AW76H4z7BzyyFf7viFIyqg5Gk5ElsUtwsXJhcj2j3FczOwu7BiezAEHOymhlfHbjt/POKcnhha0vMHzhcK755Rp+jv65xT+1azRHX5j2AbwQD3cvhwH3KTvg/fqgsugs5ncpESZEB9KoEdorlZSUMG/ePLZs2UJ6ejpz586lR48erFq1irCwMAIDA80VpxCd0oIjX6I1mbitx8219jl8LovfjyczsZcngwJattScpcaSYOdgjqcfr/pRc1OoVBB6i7Kj2LldyhzHmmSdhW0fKvMdx7zY6NvsTNzJ+bzz/C3sb1ho6q+EIBqmh1MPAE5mnWSM75gGn7f29Fo+OfQJFwsuMshzEIn5iby37z1OZJzgzRFvolU368eO+Wl0EDRBeUyMgJ2fwt6vYfGd4NoD/IYptZZValBrwcZF2b3Mf0SDNvoQQrSOJn9nSU9PZ/z48URFReHl5UVKSkrlAq2VK1fyxx9/MHfuXLMFKkRnE5MZw/68M0wvKMSj31019jGZTPx7bQxqFfxjanCrxBXmFkZURhRJBUn42DVzAVrYrUpCe3xZzQmtyQRrX1R2gpr2nwaV5rrSophFqFVqbut5W/NiFVV0d1I+DWjMCO3qU6t5ZccrOFg48Prw17mlxy0U6Yt4cduL/HbqN0oNpbw3+j006na6INfGRamrPOwJ2P05HFkIh3+qua+FvZIE974eekwGS7vWjVUIUUWTE9oXX3yR7OxsDhw4QN++fbGwuPSDaPz48bz//vtmCVCIzuqn498DcI9NIDjUPEfxr5hU9p3N5I4hfi06d/ZyYe5hLI5dzPG0481PaD17g0dvZbevKe8ppb4uF/M7nPwDwm5r0q5TJ7NOsj1xOxP9JtLFrkvzYhVV2FvY42Xr1eCENiojijd3v4mHjQeLr1uMu407ADY6Gz4Z/wkvbXuJ9WfX42zlzMtDXm7e6H9Ls/dUFpxN+hcUZ0NZERj1YCiDgjSlzm3sOmWnvBMrQWsFQROVBLfbWGWjkfb8/oTohJqc0K5Zs4b333+fAQMGYDBULWzt6+vLhQsXmh2cEJ1VelE6axP+YGBRMb0H1L6Q6fudZ9CqVTwzsUerxdbPXSnJdCj1EFO6TWn+BcPvgj9fVX7497vsvZYWKFuZWjoqyUMTfB+p/FLwQOgDzY9TVBPkFMS+5H3ojfo6pwrklOTwzOZnMJlMzBk/pzKZraBT63hv9Htkl2SzKGYRVhornhn4DGpVO1/GoVKBtbPyqODaXZmGMPo5yE2G6NXK3+2Y3yFmjdLH3hu6jYaA0crUBOdusshMiBbW5IQ2NzcXf3//Go+VlZVV251LCHHJtgvb0JuM3JpfAL1vqLHP2fQCdsZncF1YFzwdrGrs0xL87P3wsPZg/8X95rlg+J3w17/gwHdVE9qt70PuBWWqgX3jt/K9kHeBdWfWMdRrKGHuYeaJVVTRw6kHOxJ3cD7vPN0cu9Xa77dTv3Gx4CKvDn2VULead2C00FgwZ/wcHt/4OD9E/cCJzBO8POTlyqkNHZJDFxj6sPIoyICEHXBmO5zdrlRPOKbU/sXSEbz7KXNvnfzLy5/5gWNXsJJNQIQwhyYntN26dWP37t01brawb98+goNbZ76fEB3RngvbARjuPgDsat7GdtG+cwDcOdSv1eICZVOUwV0G8/vp38koysDV2rV5F7RxgbBb4PACOLkRekxUdnba/QV0CYdBTRtdnR81H4PJwINhtZc7E81zeaWD2hJak8nEyviV2OvsuTHoxjqvZ29hz/8m/Y8PD3zIsrhlzFw1kyDnIMLcwgh1C+Wartc0/+9bW7F1VX45rfgFNT9VSWwvHFD+vl84qOxcdiUrJ6XigoM3OPiUP7wve+0t83OFaIAmJ7R33XUX77//PqGhoVx33XWA8oNw//79zJkzh1dfbeVtEYXoIEwmE3uTdhNcUorLgJqrG5ToDSw9eIEAVxuGB7b+D/ghXkP4/fTv7E/Zz5QAM0w7GPeyUr5r7d/hhi9g5aPKqvEZc6AJC4TSi9JZEb+C3q69GdZlWPPjEzUKcipPaLPimeQ/qcY+sVmxxGXFcWvPW7HS1v9Jgo3OhjeGv8HMoJn8dOInDqceZvnJ5Sw/uZyvj33NN5O+IcAxwJxvo23YeSibi4SW/xs3GiA7AbLPQ855yD6nfJ19DnIT4fRWZbvomlg5KsmtfRewcVV+SbR2UaZC2LhcmhZR0W5pL3N4xVWnyQntSy+9xM6dO5k5cybOzsr8osmTJ5ORkcGUKVP4v//7P7MF2RHIxgqioU5mnyRTX8CM4mLoWXOy+EdUCpkFpTwyJhC1uvV/MA3xGqLEceYP8yS0jr4w4XVY/w+YN01pmzGnYTuI1eDHqB8pMZTwcNjD7XtxUQcX6BiIWqUmOjO61j5bz28FYGq3GnbnqkNf9758OPZDAFILU9mYsJEP9n/Ak389ybIZyxqUHHcoao2yWMyllnKWJhMUZirTcHKTlCQ3NwlyEi99nbBL2dq3PioNWNgpI7tVnu1raLcHCxvQWiuLNrWXPXRWSrvWEnTlz1rrenfuE6ItNPlvpU6nY+3atSxZsoTff/+dlJQU3NzcmD59OrNmzUJ9lU2Aj4iIICIigqioKEJDa55DJgTAoYsHABhs1UWZg1eDn/ckYKFRc0sLbnNbF197X8b4jmHTuU2czj5NoJMZakoPewzcekDcn9BnprINaRNkFWexOHYxQU5BjPcb3/y4RK2stFaEuoZy4OKBWheG7bu4D2utNeHu4U2+j4eNB3f2upMSQwkfH/yY/x37H/834OoaFEGlUqYt2LpCl3619ysrUhLfoiwoyqzh62zldWm+8ijJh7yLynNpHpjq2eSkQbFqyhPc8sRXo1W2qtZYKF9rLMpf1/Z1+ePKr9VaZfGcSqP8AlDluaJde8UxdR19a2ovf6BS/szr/Jor2tXlI991fa2q3t6Q+1XcSzRZs37NUqlUzJo1i1mzZpkrHiE6vePntgAQ1m1ijcfjU/PZeyaT6/t542rXdoXbHwp7iG0XtvHm7jf5cuKX2Ohsmn/RoInKoxkWRC+gSF/Ew30fbv+r5DuBYd7DOJZ+jBMZJ+jr3rfKsWJ9MUdSjzDYazA6TfO3t72n9z38fvp3foz6kTtC7sDDpub55Vc1nTU4+iiPxjKZlIS4NB9K8sqT3gLloS+GsmLlueJRVqyMCOtLlPP0JTW/NpSVlzUrUa5pKANjGRhKwaC/9LVopMsS3Mpk98rkt4mvG3QO1Y+7BcODfzTqXbSWJie0cXFxJCcnM3Zs9dqRW7duxdvbmx49Wq/UkBAdxfH0SHzK9LiE1FzdoK0Wg10p3COcu3vdzYLoBTy68VHmjJ+Ds5Vz/Se2oNzSXBZGL8TfwZ9r/a9t01iuFsO6DOPrY1+zO2l3tYT2cOphSo2lDOkyxCz30qq1PNX/KZ7860m+j/yefwz5h1muK8qpVMr0AgubWhejthiTSZlHbCgtT3D1l31dnvAaDWAylD8br3htrnYjYFKeTVz2temyY3V9bWr+OdXOL4+j4s/p8tdV2q58Xcs59b1uzjWcaq5u1R40OaF97rnn6NmzZ40J7erVq4mLi+O3335rVnBCdDZ5pXmc0ecxxQD4DKh+vLiMX/afJ8jDjqHdWnab24Z4cfCL6NQ6foj6gbvX3s3ciXPxd2i7b2iLoheRX5bPS0Near+7TXUy/dz7Ya21ZlfSLh7p90iVY0dSjwAw2HOw2e43xncMvVx68WvcrzwZ/iR2FrLCv1NQqcqnHcj8W9Eymvx53f79+xkzpub9vceOHcv+/WaqYSlEJxJVMd3AMajG1f1L9p8nr0TP30Z1axeLnVQqFc8Neo5/Dv0nF/IvcNfauziUcqhNYiksK+Sn6J/wsfPhusDr2iSGq5GFxoJRPqM4nHqY9KL0KseOpx9Hp9YR4hJitvupVCpu6XkLxYZiNiRsMNt1hRCdW5MT2pycHOzsav7N2dramqysrCYHJURntSdmOQD9AiZUO2YymfhxdwKuthbc2L+ZW86a2e0ht/P5NZ9Taijl0Y2PEpsZ2+oxLIldQk5JDg+EPoBO3fz5mqLhJvlPwoSJTQmbKttMJhOR6ZGEuISYZf7s5SYHTEan1rHm9BqzXlcI0Xk1OaH18fFh3759NR7bt28fXbrIvupCXM5kMvFHxhE89AbC+s2udvxAQhbnMgu5aYAPVrr293H6GN8xfDXxK8oMZTy75VmK9cWtdu9ifTHzoubhYeNRb/F+YX5jfMdgobbgj4RLi0GSCpLIKsmij2sfs9/P0dKRcV3Hse/iPpLzk81+fSFE59PkhPbGG2/kvffeY/PmzVXat2zZwvvvv8/MmTObHZwQncmJpD1cQM+1OjfU1k7Vji8/lAjATQPaplRXQwzwHMDTA57mfN55FsYsbLX7Lo5ZTGZxJvf3uR8LjUWr3VcobHW2TPCfwP6L+zmRcQJQphsALbbt8IzAGQD8fub3Frm+EKJzaXJC+/rrr+Pn58fEiRPp1asXkyZNolevXkyYMAE/Pz8iIiLMGKYQHd/8A58CMKWGAvQGo4l1kcmEeNnTq0v73tv9rl534WPnw7fHviWnJKfF75dVnMXXx77G29abW4NvbfH7iZo9GKpsMfzlkS8pM5ax4MQCgGbVn63LKJ9ROFs6s/rUakxXrvIWQogrNDmhdXR0ZM+ePURERODi4kJCQgIuLi68+eab7N69GweH9v1DWYjWtOXcZtZln2B8YQl9+z9U7fixC9lkF5YxsZdnG0TXOBYaCx7r9xh5ZXksiV3S4vf76uhX5JXl8czAZ7DUtF1d3qtdsEswE/0msuXCFq5bfh1H045yb+978XNomfJyOo2Oqd2mcjrndOWosBBC1KZZVcnt7Ox47bXX2LlzJ3FxcezcuZN//vOftS4W68wiIiJQqVSyS5ioxmQy8d9972FtNPJP3ymo7Nyq9dkWp6weH92j+rH2aFrgNLxtvVlwYgGFZYUtdp+zOWf5JfYX+rr1Nc8WvKJZ3h39LtO6TaPEUML13a/n6QFPt+j9ZnRXph2sPr26Re8jhOj4mpzQpqWlERcXV+OxuLg40tPTazzWWUVERCirfiMj2zoU0c7sSd5DbEESN+UX4jH6hRr7bDuZhp2llgH+bbtxQUPp1Dru63MfWSVZrD2ztsXu8/HBj9Gb9Lww+IV2Ucbsametteb9Me+z9fatvDPqnRYfMe/j2odujt1Yd2YdZcayFr2XEKJja3JC+8QTT/Dhhx/WeOyjjz7iqaeeanJQQnQmvxz5CrXJxN0+48Gpa7Xj5zMLOXwui5FBrug0HWcr1xuCbsBGa8OS2CUtMsdx/8X9bD6/mUn+kwj3CDf79UX7p1KpuKH7DWQWZ7Li5Iq2DkcI0Y41+afnzp07mTx5co3HJk+ezI4dO5oclBCdRYmhhJ1pRwgvKcV3zMs19vl+5xmMJrh7WPvdUrAmtjpbZnSfQUxmDEfTjpr12kaTkQ/3f4hWreXZAc+a9dqiY5kVMgs3aze+OPJFoxYhphSksDhmMa/tfI1/7vgn30d+LyXAhOjEmpzQpqen4+rqWuMxZ2dn0tLSmhyUEJ3FgXPbKMLIGEtPcOtR7Xh8ah5L9p8nxMueUUEdY/7s5WYFzwIw++Kw30//TnRmNHeG3ElXh+qj2uLqYauz5ZkBz5BZnMnTfz1d75ztUkMp7+97n0nLJvHO3ndYGb+SVadW8cnBT5i+Yjrzo+a3UuRCiNbU5ITW09OT48eP13js+PHjtSa7QlxNtp5QarWODZpR7Vh8ah73fLePUr2Rf17Xu0POEQ1yDmKQ5yD+OPsHmcWZZrlmelE6H+z/ACdLJx7u+7BZrik6tuu7X8/dve7mUOohbvrtJn6J/YXs4uxq/QxGA89veZ4F0Qvo696Xj8Z+xLbbt7Fj1g4+v+ZzfOx9+M+B//DZoc+kFJgQnUyTE9opU6bwzjvvVFsYdvLkSf79738zbdq0ZgcnREe3O/0YXno93cMfqNIen5rHzLm7SM0r4aPb+jGqg1Q3qMntIbdTZixj+cnlzb6WwWjg1R2vkl2SzevDX8fR0tEMEYqOTqVS8cLgF3hx8ItkFWfxrz3/YvzS8byx6w0yijIq+32w/wOlrFjgdcybMo9rA67F2cq5cuexn6b+RF+3vnxz/Bu+PvZ1G74jIYS5NTmhjYiIQKPR0LdvX6ZOncpDDz3E1KlTCQsLQ6PR8Oabb5ozTiE6nMys05yllEFa5yqluvQGI8//cpSCEj3fzx7MDeE+bRhl803oOgE3azeWxi7FYDQ061pzDs1hV9Iubu5xM5P8J5kpQtEZqFVq7ul9D3/d9hfvjnqXvm59WX5yObeuvpWNCRv55OAnLIxZyCDPQbw14i20am21azhaOvLlpC8JcQnhv0f+y9fHvm7231khRPvQ5ITW29ubAwcOcNddd3Hs2DHmz5/PsWPHuPvuu9m3bx/e3t7mjFOIDufwke8B6O8zokr7mmPJHL2Qw0OjAxnb070tQjMrnUbHzT1uJqkgiR2JTV8Muub0Gn6I+oFw93BeGfqKGSMUnUnFYsR5U+bx7qh3ySvN49ktz/J95Pf0cO7Bp+M/rXN7ZAcLB/436X90d+zO54c/55bVt/DNsW/Yk7wHvVHfiu9ECGFO1X+FbQRvb2++++67Go+lpaXh7t7xf1gL0VSHzm0BYGDoXVXafzuahEat4pGx3dsgqpZxS89b+Pb4tyyOXczYrmMbff753PO8uetNPGw8+GT8J3UmJEKAMg1hRvcZ9Pfoz5bzW7CzsOO6bteh0+jqPdfFyoWfr/uZ/x39H0vjlvLZ4c8AcLd257lBz3Fdt+s65Jx2Ia5mZi16aTKZWLt2LTfffDO+vr7mvLQQHUt+KodK0nBEQzfPfpXN2YWlbItLY1SQGy62nSdp87L1YlzXcexM3Mn53PONOtdoMvLG7jcoNhTz71H/xs26484nFq3P196Xu3vfzY1BNzYoma1gq7PluUHPseX2LcybMo/Hwx/HYDLw8vaXeWvPW7KRgxAdTLNGaCucOnWK77//nvnz55OcnIyFhQU333yzOS4tRIdUGLmMaAsdox2DUKsu/d7454kU9EYT0/t2acPoWsbtwbez6dwmlsYt5blBzzX4vGVxy9h/cT+39byNIV2GtGCEQlRnqbFkoOdABnoO5I7gO3hx24ssi1vG+bzzvD/6fVytXblYcJE/zv7B6ZzT2OnsmOg/kf4e/ds6dCHEZZqc0BYXF7N06VK+++47tm/fjslkQqVS8dxzz/GPf/xDynaJq9qxE0sxaFQMCJhYpX1TdApqFUzq7dlGkbWcoV2GEuAQwPL45Twe/jhWWqt6z0nOT+ajAx/hZevFswNlAwXRtpysnPhi4hf8e++/WRq3lKnLp+Jj58Op7FOYuFTm68cTPzLJfxJ/H/R3vO1kvYgQ7UGjpxzs37+fRx99FC8vL2bPns2hQ4eYPXs2a9aswWQyMWPGjKsymY2IiEClUhEaGtrWoYi2lpPI4dx4AAb4DK9sLtEb2HEynQF+zjjZdJ7pBhXUKjW3B99OTkkOfyb8WW9/k8nEm7vfpFBfyBvD38DOwq4VohSibjq1jteGvcbH4z6mh3MPSg2lTPSfyKfjP2XHrB0sm7GMiX4T2ZCwgRtW3sD8qPlSKUGIdqBRI7R9+/YlKioKgOHDh/PAAw9w++23Y2trS05Ow7ck7IwiIiKIiIggKipKktqr3YmVHLSywkqto7dL78rm/WeyKCg1MD7Eow2Da1nXB13PnENzWBKzhOu7X19n31WnVrEzaSc3dL+BUT6jWilCIeqnUqmY5D+pxtJxjpaOfDL+E3Yl7uJfe/7Ffw78hz/P/snzg55ngOeANohWCAGNHKGNjIwE4LrrruPrr7/mgQcewNbWtkUCE6KjKohcylFLS/q6962ySOWXA8piqQm9Om9C62DhwHWB13Es/RhRGVG19qvYDczd2p0XBr/QihEKYR4jfEaw/Ibl3Nf7PiIzIrlv/X387Y+/sTNxJ0aTsa3DE+Kq06iE9tNPP6Vv376sWbOGsLAwhg8fzrfffkteXl5LxSdEx5KXwqacOIrVKiZ3u7RbXuzFPFYfS2JsT3dCvBzaMMCWd1vwbQAsiVlSa5+vjn5FXmkerwx9RXYDEx2Wtdaavw/+O6tuWMWMwBnsT9nPoxsf5YaVN/Bz9M/kl+a3dYhCXDUaldA+/fTTHD58mH379vHwww8TExPDww8/TJcuXXj44YdRqVRSu09c3c5s5XdbG7Soudb/2srmTzbEYTLB89f2bMPgWkdv1970de/L2jNrySmpPhXpfO55fo37lXD3cCb4TWiDCIUwrwDHAN4d/S5rb1rL/X3uJ7M4k/f2vcfEZRN5d++7nMk509YhCtHpNakO7aBBg/jyyy9JTk5m/vz5DBo0iGXLlmEymXjwwQf56KOPyMjIqP9CQnQyuac2scfaihGeg3CycgLg+IUc1kdd5NrenvT1dWrT+FrLrOBZlBhKWBW/qtqxBdEL0Jv0PNX/KfkFWHQqPnY+PDfoOTbeupGI4RH42PmwKGYR16+8nvvW3cecQ3PYlLCJuKw4CssK2zpcIToVlclkMtXfrX6nTp3iu+++48cffyQpKQkrKysKC6++f7AVi8IiIyPp06dPW4cjWpPJxKYvwnjGXsWrQ19lVsgsAB7/+SBrj19k/TOjO/10gwolhhImLp2Io6Ujv934W2Ut3oKyAiYsnYCPnQ/LZiyThFZ0aiaTiYMpB1kYs5AdiTso0hdVOe5i5YKvvS+BjoEEOQXRw6kHQc5BuFu7y78NcVVrSi5llo0VALp37867777L22+/zdq1a/n+++/NdWkhOobsBPaY8gF7hnsr5bpyCsvYeCKVEd1dr5pkFpRi9TN7zOSHyB/Yk7yHEd4jAFh7Zi0FZQXMCpklP7BFp6dSqRjkNYhBXoPQG/Wcyj5FdGY0ifmJXMi7wIW8C5zLO8extGNVznOxcqGPax/C3MLo5doLXztfvO28sdHZtNE7EaL9M1tCW0GtVjN9+nSmT59u7ksL0b6d38ceKyu66Bzxs/cDYF1kMqUGIzeG+7RxcK3vtp63MS9yHouiF1UmtGtOrcFKY8W0yxbMCXE10Kq1BLsEE+wSXO1YVnEW8dnxxGfHczLrJNEZ0exO3s32xO1V+rlYueBr54unrSdetl542Xgpz+UPVytXNGpNa70lIdoVsye0QlytUs9u4ayFjhu9BleOPq48koiFVs2UMK82jq71+dr7MsFvAhvPbWT92fX0devLodRDTAmYgq1Oyv0JUcHZypnBXoMZ7DW4sq3UUEpcVhyxmbEk5idWeRxLP1bjdVSocLR0xNnKGWdLZ5wsnZSvrZSvXaxccLJ0wsHSATudHbY6W+x0dtjobKps0S1ERyQJrRBmcvTiQbCEAb6jAUjKLmLP6UymhXnhYKWr5+zO6dVhr3Io9RBv7XqLsV3HAsjorBANYKGxINQtlFC36hv1lBnKSC1K5WLBRS4WXCSlMIWLBRdJL0onqziL7JJsEnITOFpyFIOpYbuY2epsKxPcimTXWmuNldaq8tlKY3XpdfnXNb22UFtgobFAp9ZVPus0OrQqrUw1Ei1GElohzKEkjyPFKWBpTz+PcAB+O5oEcFVON6jgZu3GO6Pe4bGNj7Hm9Br6uPZhlK/sCiZEc+g0OnzsfPCxq/t7i9FkJK80j+ySbLKKs5RHSRZ5pXkUlBVUPueX5V96Li0gpTCF/LJ8ivRFZt0kQoWqMrm1UF9KdC9PfCsTYLUOjVqDRlX+KP9aq9ZWeV3xtValrbO/WqWu8nXFA6j8WqVSoabmr1WoLrWr1Ki57GuVuvJ4xdcVx6q0l1+z4noqVBV/MJXnVPw5VRy7vK3idYOOUbWMak3HKu9/xbWu7HspTOV/7XVaiyS0QpjDub0ctbTAQW1JgGMAACsPJ+JorWNccOfdGawhRvmM4snwJ/kz4U8+Hf8pOvXVOVotRGtTq9Q4WjriaOmIv4N/o883mUzojXqKDEUU64sp1hdTpC+i2FB86fVlxypelxnKKDWUUmYso9RYqrwufy4zVj9WZiyjxFBCXmle5bEyYxlGkxGD0YDepG+BPx3RFEFOQay4YUVbh1EjSWiFMIPS05s4YWnBUJcQ1Co10cm5xFzM486hflhoZW7aI/0e4ZF+j7R1GEKIRlCpVMoIqkaHg0XbVWkxmUwYTUaMJiN6kx6D0YDBZEBv1GMwGZT28q8rEuDLk+Ga+ldeEyOYwIixWvvl9zVhqnyuqb3y3PLrADW2V5xrQqmYasKE8n9T5Xu9/NjllVUvf13xdUXfinMrj9Vw7uXXv7zv5edX/O/KWCpi9LJtv+tBJKEVwgwiE7ZSZqki3Ef5OH3lkUTg6p5uIIQQ5qBSqZRpBGjQIZ/wiJq1yNCRTqdDq726cuWIiAhUKhWhodUn8ItOrjCTfYUXABjiPRSj0cTqI0n4OFkzyN+5jYMTQgghOr8WSWjHjBnD6NGjW+LS7VZERAQmk4nIyMi2DkW0tlN/sc/KEmuVllDXUPadzSQpp5gbwr1Rq2VFrxBCCNHSWmQYddOmTS1xWSHapeKoFRyxsmSIezg6jY6Vh8unG/SX6QZCCCFEa5DVKkI0R2kB+xO3U6ZSMaTraMoMRtYeT6Z3Fwd6etq3dXRCCCHEVaHJCe2ePXv45Zdfajz2yy+/sHfv3iYHJUSHEb+RNVbKBx2T/Cdx7EI2ucV6JvX2bOPAhBBCiKtHkxPaV155hePHj9d47MSJE/zzn/9sclBCdBQFUcv5y8aa/i696WrflZ3xGQCMDHJr48iEEEKIq0eTE9pjx44xbNiwGo8NHTqUo0ePNjkoITqEsmI2JG6jWK1mes+bAdgZn461TkN4V6e2jU0IIYS4ijQ5oS0oKKi1NJdarSYvL6/JQQnRIZzezBorLTqVmskBkykqNXD4XDZDurnIZgpCCCFEK2ryT91u3bqxefPmGo9t3rwZf//Gb7MnREdy8fRG9llZMs5jMI6Wjhy9kE2pwciwQNe2Dk0IIYS4qjQ5oZ01axaffPIJP/zwQ5X2efPm8emnn3LHHXc0Ozgh2rMNqQcxqVRcF3I7AAcTsgAYFCCbKQghhBCtqckJ7T/+8Q9GjhzJgw8+iK2tLT169MDW1pYHH3yQkSNH8vLLL5szTiHaF5OJfcUX0ZhguM9IAA6czUSnURHm49jGwQkhhBBXlyZvrGBhYcGGDRtYuHAh69atIz09nSFDhjB16lTuuOMONBqNOeMUol0xZCdwUKehj84RG50NRqOJgwlZhPo4YqWTv/tCCCFEa2rWTmEajYZ77rmHe+65x1zxCNEhnDy9gTyNmkFOwcrr1Hxyi/UM9JPpBkIIIURra/bWtzExMWzdupX09HQefPBBvLy8SEpKwtnZGWtra3PEKES7c+DCDgAGdx0DKOW6AEYEyYIwIYQQorU1OaE1GAw8/PDDzJs3D5PJhEqlYurUqXh5efHII4/Qv39/3nrrLXPGKkS7EZlzCoCw7tMA2HUqHa1axZBuktAKIYQQra3Ji8LeeecdFi5cyIcffkhkZCQmk6ny2NSpU1m/fr1ZAhSiPYoty8bHqMLR1p0yg5E9pzPp7+eEnWWzP/QQQgghRCM1+afvvHnzeO2113juuecwGAxVjnXr1o0zZ840Ozgh2qPi3ETOaGCczgWAw+eyyS/RM6K7bHcrhBBCtIUmj9AmJiYyfPjwGo9ZWVnJTmGi04o/9ScGlYoQx+4A/H4sCYBr+3i2ZVhCCCHEVavJCa2HhwenT5+u8VhsbCy+vr5NDqojioiIQKVSERoa2tahiBYWnbwHgJAug9EbjPx+PJlAd1t6d3Fo48iEEEKIq1OTE9pp06bxzjvvkJiYWNmmUqnIycnhs88+Y8aMGWYJsKOIiIjAZDIRGRnZ1qGIFhabdRKAkMBJ7DuTSXp+KdP7eqNSqdo4MiGEEOLq1OSE9q233kKv19O7d29uvvlmVCoVr7zyCqGhoRQXF/Paa6+ZM04h2o3o4nScjODpFMifJ1IAmBbm1cZRCSGEEFevJie0np6e7N+/nzvuuIODBw+i0Wg4evQoU6dOZdeuXbi4uJgzTiHaBUNRNifVBkK09gBsOJFCVxdrgj3t2zgyIYQQ4urVrBpDnp6efPXVV+aKRYh2L+HMXxSp1YTY+xNzMY/E7CLuHxkg0w2EEEKINmSWoplJSUlkZGTg6uqKt7e3OS4pRLsUU75DWIhnf7bFpQEwIUSqGwghhBBtqclTDgCWL19OcHAwXbt2JTw8nK5du9KzZ0+WLVtmrviEaFdiMk4A0CtgAkcvZKNSQbifU9sGJYQQQlzlmpzQLlmyhFtuuQWNRsPrr7/O3Llzee2119BoNNx+++0sWbLEnHEK0fZMJo4VJGJtAj/Pfhy7kEOQu53sDiaEEEK0sSb/JH7rrbeYOnUqq1evRq2+lBe//vrrXHfddbz11lvcfvvtZglSiPagMDWKo1oTwy3cySk0cCGriJsHXF31loUQQoj2qMkjtKdOneLxxx+vkswCqNVqHn/8cU6dOtXs4IRoTw5GLUavUjGsyxCOJeYA0K+rYxtHJYQQQogmJ7T+/v4UFhbWeKywsJCuXbs2OSgh2qM9STsBGBZyG8cvKAltmI8ktEIIIURba3JC+/zzz/PWW2+Rnp5epT01NZW3336bv//9780OToj2oiw/lQ0lKbibNPTwGkDsxTxUKgjxku1uhRBCiLbW5Dm0kZGR5ObmEhAQwIQJE/Dy8uLixYts2rQJNzc3oqKiePrppwFlS9w5c+aYLWghWtvane+QrNXwdJcxqFQq4lLy8HOxwdpC09ahCSGEEFe9Jie0//3vfyu/Xr16dZVj586dq3JcElrRkRmMBr5N2oIdJmaNfI0SvYEz6QWMD/Fo69CEEEIIQTMSWqPRaM44hGi3NkX9zFm1kYcs/bG3dSfmYi56o0m2uxVCCCHaiWZtrCDE1eC7yO+xMhq5q+/fAIhLyQegh6ddW4YlhBBCiHJmqQhfWlrK999/T2RkJN7e3jz44IN4esp2oKLjS8hN4ERpBjOL9bgGTwcg7mIeAMFeMkIrhBBCtAeNSmjff/99fv31V/bt21fZptfrGTVqFAcPHsRkMgHwxRdfsH//fry9vc0brRCtbPOp3wGY6NwHNDoATiTnotOoCHSTEVohhBCiPWjUlIP169czePDgKm1ff/01Bw4c4LbbbuPIkSMsXLiQgoIC3n33XbMGKkRb2HxmPdZGI0P9J1S2RSXl0MPDHgutzNgRQggh2oNGjdDGxcXxt7/9rUrbihUrcHR05Pvvv8fa2pq+ffsSFxfHggULzBqoEK0tvzSfI3lnGV9UjKXfcADS80tIyS1hTA/3No5OCCGEEBUaNcSUkZFRZQcwo9HIrl27GDt2LNbW1pXtw4YN4/z58+aLUog2cCLjBEZM9C8zgGcoAFFJuQCEyg5hQgghRLvRqITW1dWVzMzMyteRkZEUFRUxaNCgKv2srKzQas2y3kyINnM87RgAofbdQGsBKNMNAPp4yw5hQgghRHvRqIQ2NDSURYsWVb5esWIFKpWKcePGVel36tQpvLy8zBKgEG0l6uI+1CYTvbwGVrYdv5CDSgW9ukhCK4QQQrQXjRpGfe6555g6dSppaWl4eXmxbNkyQkNDGTVqVJV+69atIzw83JxxtnsRERG8+eabbR2GMKPjGSfoXlaGjVc/APQGI7tOZdDXxxFbS/kEQgghhGgvGjVCO3nyZObOncvp06dZvXo148aNY8WKFVX6XLx4kU2bNjF58mSzBtreRUREYDKZiIyMbOtQhBmkFaZxsTSHsJJS8OwNwNELOeQUlTG2pywIE0IIIdqTRg8zPfroozz66KO1Hvfy8iIjI6NZQQnR1iLTlV9MQktKwb0XAFvj0gAYIwmtEEII0a5IIU0hahCZUZ7QWrqDhQ0mk4kNJ1JwsNIS3tWpbYMTQgghRBWS0ApRg8jUo1gaTQS59QHgeGIO0cm5zOjnjVYj/2yEEEKI9kR+MgtxBZPJRGR6JCGlpejK688u2qfUVb5jiF9bhiaEEEKIGkhCK8QVzuedJ1dfQFhJCXj2psxg5PdjSfTu4iAbKgghhBDtkCS0QlzhePpxoHxBmEcf9p3JJLdYz7Qwqa0shBBCtEeS0ApxhcoKBwY1uHTjz6iLAFzbRxJaIYQQoj2ShFaIK0SmR2JvNOHnEoRJpWbDiRQCXG3o4WHX1qEJIYQQogYtktCq1Wp8fX356quv0Ov1LXELIVpEmbGM6IwThBUXo/IIJTo5j6ScYib08kSlUrV1eEIIIYSoQYsktGPGjKFLly48/fTT9OzZsyVuIUSLiM+Kp8RYSp/SUvDsw18xKQBMCPFo48iEEEIIUZsW2ZB+y5YtAOTn57Nt27aWuIUQLeJQ6iEAwotLwDucTb+nYmepZVCASxtHJoQQQojatOgcWjs7O6ZNm9aStxDCrPZf3I8aGFBcSoZ9MEfOZzOmpxsWWpluLoQQQrRX8lNaiHJGk5EDKQforQc7l+5sOVOEyQTjg2W6gRBC/H979x0eVZn///95Mum9QwpJgNAEQlG6rhSx4IqCi1jWulZ0XcuKjV2i4Lq6+vn9VHRFcdVFsSy2FQQXEQFBAaWGJoFUQkhIKOmZcr5/5EM+ZhMwZZJhJq/Hdc11kfvcc8574N7Zlyf3uW+RM1mLphyMHz++2X0Nw2DlypUtLkjEVfYd3cfxmuNMLT8BiRP5ek8RhgFjFWhFRETOaC0KtA6Ho8GT3nv37qWwsJDk5GS6du1KYWEhOTk5xMXF0adPH6cXK9Ke1uTXzfceUV2NvUsaa1YUk5YYTkyIn4srExERkdNpUaA9+bAXwPLly7nttttYt24do0aNqm9fv34906dP549//KPTihRpb6ZpsvTAUsK9/BheVc3+gAGU1VRxfq9oV5cmIiIiv6DVc2hnzZpFenp6gzALMHr0aGbPns3jjz/e5uJEOspPR39i//H9XOjwxccnkPUViQAMTY5wcWUiIiLyS1odaHfu3Em3bt2aPJaUlMSePXtaXZRIR/si6wsAJh3Og8Rh/HiwAoAh3RRoRUREznStDrRdunTho48+avLYv/71L7p06dLqokQ6ksN0sCxrGV39IhlSeQKSx7A55yipscGEBfq4ujwRERH5Ba3eWGHGjBk88sgjlJaWcu2119Y/FPbuu+/yySef8PTTTzuzTpF2s614G4cqDnFzSD+8gKOxIzh4rIKrzkl0dWkiIiLSDK0OtDNnzqSyspJnn32Wjz/+GKh7sMbf35/HH3+cmTNnOq1Ikfa09MBSAC49chD8w9lo6wlsZ2iSphuIiIi4gzZtfZuens7999/P+vXrKS0tJSoqipEjRxIeHu6k8kTal9Vh5T/Z/6FHSBK9s76FgdPYnF8O6IEwERERd9GmQAsQFhbGJZdc4oxaRDrc9wXfc7TmKNeFnYUB0PtiNq87SoifN6kxwa4uT0RERJqhTVvfFhcX8+ijjzJq1Ch69+7Nzp07AZg/fz5btmxxSoEi7enL7C8BmHS0GAwLtSnj2J5/nMFJ4Xh5Gb/wbhERETkTtDrQZmVlMWjQIF588UUMw2D//v3U1NQAsH37dl588UWnFSnSHhymg28PfktqWA+6Za2HpJHsPmahxuZgiObPioiIuI1WB9qZM2cSHh7Ovn37WLNmDaZp1h8799xzWbdunVMKFGkve0r3UFJdwnlByWCthN4XsSGrBIBhKQq0IiIi7qLVc2hXrlzJ3//+d+Lj47Hb7Q2OxcXFUVBQ0ObiRNrTtwe/BeDcsmN1Db0v5vulpfhYDM7WA2EiIiJuo9V3aKurq4mMjGzyWEVFBV5ebZqeK9LuNh7aSIDFnyH71kDsWdgie7Exq5RBieEE+rb5eUkRERHpIK1OnX369OGrr75q8tiaNWsYMGBAq4sSaW8O08HOkp30C4zHp+ooDLiSjIITlNfYGNUzytXliYiISAu0+jbUbbfdxgMPPEB8fDzXXXcdALW1tSxevJhXXnmFefPmOa1IEWfLOZFDubWcATbfuoYBV/L1D4cBGN0z2oWViYiISEu1aevbrVu3cv/99/Pggw8CdQ+DmabJbbfdxo033ui0IkWcbWdJ3RJz/Q//BP2nYkaksHTHaqKDfRnevempNCIiInJmatNEwddee41bbrmFJUuWUFRURHR0NL/+9a8ZPXq0s+pzG+np6TzxxBOuLkOaaeeRukA7wGbCBbPZe7iM/cUVXD8yGYvWnxUREXErbX7yZeTIkYwcOdIZtbi19PR00tPT2blzp+YPu9DR6qNsKNzAxKSJWLwsp+y36/BmQuwOuqVeAhEpfPB5XcC9NC2uo0oVERERJ2lzoP3uu+9YtWoVJSUlREVFMXbs2E55h1bODH9a9ydW569mXLdx/M/Y/8Hbq/EQN02TfUf30bu2FmPo9RytqOX9jXn0iwtlhKYbiIiIuJ1WB9qqqiquvvpqlixZ0mBTBcMwmDRpEh9++CEBAQFOKVIE4MDxA9yw5FqGVlbw54F3ET1yRoPjGUcyWJ2/mkDvQFblrWJN/hrGJ41vdJ7DlYcpM62k4gPdz2fBin1UWe3ceX4PDEPTDURERNxNm3YKW7ZsGXPnziUrK4uqqiqysrKYM2cOX375JTNnznRmndJJfHHgCz7N/LTJY69uep7jtgpW+cKLW18Ca1WD4//c+U8A/nLeX4D/2zjhv2Ue3gZAr9Du5B6t4fW1WfTpEsKlAzXdQERExB21+g7tBx98wJ/+9CceffTR+rbk5GQee+wxrFYr8+bN46WXXnJKkdI5LD2wlEfWPoKBQd/IvvSN7Ft/LOdEDl8eXMuYyioOB4az2teOfctCLMNvB6DGXsPq/NWkxaQxIWkCSSFJrD24FtM0G911zcxbA0Bq16E8uWQXtTYH6ZP7423RZiAiIiLuqNX/D15ZWXnKubJjxoyhqqqqyWMiTTFNk2c3PUukf90c1r9t+luD459lfoYDk5sq7YztO41Si4UdOz+oP77+4HoqbZVMTJoIwLkJ51JYUcj+Y/sbXWtfcQYA5d5n89Xuw1yaFqfNFERERNxYqwPtyJEj2bRpU5PHNm3axPDhw1tdlHQ+2SeyKa0u5dIel/LrHr9mY+FGfjr6E1AXdpcdWEKMzcbghPNYs7MbAKvK9kP1CQD+k/MfAC6orIZ5wxljCQNgQ+GGRtfKrDhIrM3Oqzsj8fP24vFJ/TriI4qIiEg7aXWgffHFF5k/fz4vv/wyR48eBeDo0aPMmzeP1157TdMNpEW2Fm0FYHDmOqZl1/35k32fAHUPe+VXHOKiikrWGiP58acQAq3+fBocSO2BbyipKuHL7C8ZGjOIxNXPwZG9DF72ZwwMNh/e3OA6doedA2Y1PQx/vssp44KzuhAfrocXRURE3Fmr59COGDECq9XKvffey7333ou3tzc2mw0AHx8fRo0aVd/XMAyOHz/e9mrFY20p2gLAkMw1RNsdpPTqz5IDS7hnyD38c1fdw16XVdQwY18CXUID8D8xnNKoNSzdvYj8mhysDivXWWKhohj6TSZ097/p7RPO5qLNDebRHizZQ7VhEGPW3cH9tR4EExERcXutDrRXXnmlljgSp9lStIUEm4OYkETwC+XGw3k8ERXGw2seZk3+Gs6rqqZrxNlkZ3vz0EUpHCi5jrVlq3miLAP79p0kBicy/sD3EBAJU16FrNUMrarkPe8acstySQ5NBmBf/joAzMpoAn0tjO0T68qPLSIiIk7Q6kD71ltvObEM6cwqrBVkn8jm4uoq6DMNkkYx9V838ll8KqvzV+NteHFX6TE2J44B4Lxe0QxNiiBkUR+yY7YTlDCMWUPuxXvBRRT3uor1u44xuddFnL3/c97rEsPGwo31gTazeAcAhce7MjQpggDfU+8mJiIiIu5B6xSJy51ciaB3rRUSzoG+l+IVEsfzhw7xxIjH+Xd1KAMdFhZXnYO/jxf94kIZ3j2SA16X8FZhES8ZXYnLqrvz+tDOFP7w/la+Mc5hZHUNFgxW562uv1bm8QMAHKzsxeBu4R3+WUVERMT52rT1bU1NDV999RU5OTlUV1c3OGYYBvfff3+bipPOIfNYJgCpViskDAWLD4z+PbFfPsbU7xZCwXYcZ9/C2k0O0hLD8fnf9WKHDDuP3d92o++Pb+Kw+FFqhlIeP4bkKpMHfoxms5+Fc/Dn+0PfU2mtJNAnkMyqIhKtVrIciQxSoBUREfEIrQ60P/74I5dddhmHDx9usPXtSQq00lz7ju4DINUrECJ71DWOuBN2fQY534J/GAd63UTFunzOTo6of9/VI5K47pv7+MgyB19bDbdbH+SpK4eSW1rJHQt/5GDEMMaV7mRDZBjrC9ZzbsK5ZDmqGWXzYjd+DEoMc8XHFRERESdrdaCdMWMGoaGhvPrqq/Tr1w9fX19n1iWdSObRfQQ4HCR0GUzB8WocpkliRCBcvQiy1kDqBL7fegzI5+yk/wu0cWEBXHjeuUxY/Vd8sXL7r8+jX1woyVGB+Hp7scJ+NpeUb+C5yAgW7lpIlG8YdgNia4KJD/MnNtTfZZ9ZREREnKfVgXbnzp0sWrSIyZMnO7Me6YQyj+6lp9VKlm8ylz7/DcF+Pnz78Dj8g6JhwFQANudkATD0Z3doAR65pC9DksKpsTmYPCgegEBfb0b2iOK1/Wdxk6/JZK8wPi7azD9+fAGAiook+uvurIiIiMdo9UNhSUlJzqxDOqnS6lKO1BwjtdbKm/v8sdpNjpTXsPjH/Ab9fsw9So/oICKDGv8m4KL+XevD7Enj+8RwyB5GaexIbs/di7dh4ZuSbQAcqBhKv64h7fehREREpEO1OtDOnDmT5557jpqaGmfWI53MntI9APStrWVHTVeuH5lMWIAPb3ybVT83u7ishpySykZ3Z09nVM9oANYHjifBWs3lwT0BSLLa2GHvT9+4UCd/EhEREXGVVk85uOmmm8jOzqZnz56MHTuWyMjIBscNw+CFF15oc4Hi2eoDbY2VTDOBB/vG4u1lsODbLLbmHWNIUgQ/5pQCMDSp+YG2V2wwYQE+vFs2hMsie3L7rjUsSehCH3sIO/Gmr+7QioiIeIxWB9qlS5fy9NNPY7VaWbRoUaPjCrTSHHtK6gJtjD2Uaq9Azk6OIDzQhwXfZvH5tkMMSYpgWUYhULehQnN5eRmckxzB6p+Kqb57IfGLLuffji78f44b8ffxIjkqqF0+j4iIiHS8Vk85eOihhxg6dChbt26lpqYGh8PR4GW3251Zp3ioPaV7SLLayLPFMzAhjCA/bwYmhJEcFciS7QUcr7Tyn52HGZoUTrfIwBade1j3SGwOk83VXeCP+4i75StWlcTRu0sIFi9t2ywiIuIpWh1os7OzSU9PJy0tDR8fH2fWJJ1EpbWS7BPZ9KmtZZctoX7nLsMwuHZ4EkVlNdzwjw1UWe1cPjihxecf2SMKgG/3HQHDIKekkiPltQzRhgoiIiIepdWBtm/fvpw4ccKZtYgHq7XXknU8q0Hb1qKtmJgMrKlhtyOJ/vH/96DWTWNS6BETxLb84yRHBXL54Pj/PuUvSksIIyrIl6/3FAGwMatuLu6w7pGne5uIiIi4mVYH2jlz5jB37lwKCwudWY94ILvDzt0r72byp5NZmbOyvn3twbUAjKmsZpeZwlk/C7R+3hZeuW4o945P5fPfn0t4YMs37vDyMhjXN5Y9hWXkH61kY3ZdoB2eokArIiLiSVr9UNj8+fM5evQoqampDB48uMlVDj777LM2Fyjub+GuhXx/6HsAHl/3OP2i+hEfHM+3B78lFm+6W01yvRLoFdtw5YG+XUPp27Vty2tN6BvL4h/zWZ5RyMasUrpHB2mHMBEREQ/T6kC7fft2LBYLMTExHDx4kIMHDzY4bhh66EbqfJ33NSE+Icw5dw73rbqP5354jjsH3Un2iWyurDbJMhJJjo3A17vVvzA4pbF9YokO9uV/VvxEZa2d60cmO/0aIiIi4lqtDrTZ2dlOLEM8ld1hZ0/pHtKi05iQNIFx3caxImcFW4q24IUXV5QWsMM2grPaaaODAF8Ld/yqJ099sZuwAB/undCrXa4jIiIiruP8W2IiP5NTlkOVrYp+fpGw6i88fs5MBsUM4kjVEe6MH8fgmlq2OFIbPBDmbL8dmcykgV15ftogYkL82u06IiIi4hqtvkP7c8XFxVRVVTVqT0pKcsbpxY3tKtkFwFnbPoGjRXSpOsbCSxaSfSKblG/+B4DVjjR+3Y6BNsDXwivXnd1u5xcRERHXalOgnTt3Li+++CIlJSVNHtfmCrK7ZDcA/cpKIbInbJyP0XcS3bufD/u/psi3G3nVXejXTlMORERExPO1esrBP/7xD/76179y7733Ypomjz32GI8++iiJiYn06tWLBQsWOLNOcVM/Hf2JABNiAhJYOXw+psUPvpwF2WvhRD7rGEJiRABhAdqcQ0RERFqn1YH25Zdfrg+xAFOmTGHu3Lns2bOHkJAQjhw54rQixX0dKssnwVrLf44l8rtPi8jtfRMc3gH/vBzTO4BXy89rtwfCREREpHNodaDNzMxk5MiReHnVnaK2thaAgIAAHnzwQV577TXnVChuy2E6OFRRSLzNTqZPb3wtXtxfdAnmiLvA4su+EXPZ60ggLTHM1aWKiIiIG2t1oPX2rpt+axgGoaGh5Ofn1x+Ljo5utC6tdD6l1aXUmjbibDZ8k0ZwzfBubD5YyZqeD8JjBXxQMxqAcX1jXVypiIiIuLNWB9pevXqRl5cHwLBhw3j99dexWq3Y7XZee+01UlJSnFWjuKnCirptkWOtDhL6DePW83rgZcA/vs3CNLxYufsw8WH+mnIgIiIibdLqQDtp0iTWrFkDwKOPPsrXX39NeHg4kZGRfPTRRzz88MNOK1Lc06GKQwB424IYlhpHt8hALh7QldU/FfPq6gNkl1Qyvl+sdpUTERGRNmn1sl1//vOf6/88fvx41q1bxwcffIBhGFx66aWMGzfOKQWK+yooLwDAYo8gKTIQgHvG9eKbvcU8s3wPQb4Wrh+Z4sIKRURExBM4ZWMFgOHDhzN8+HBnnU48QOHR/QD4WOLr78KeFR/KWzcP59nle3jgwt706RriyhJFRETEA7Q60NbW1vLDDz9QUFB3Fy4+Pp5zzjkHX19fpxUn7u3gsSwspolvYEqD9uHdI1l812jXFCUiIiIep8WB1m63M2vWLObNm0dlZWWDY0FBQdx3332kp6fXL+clndfB8kPE2u14RXR3dSkiIiLiwVocaK+55hoWL15M//79ueyyy0hOTsY0TXJycvj3v//NU089RWZmJosWLWqPesWNFNYcJdVmwy+6h6tLEREREQ/WokC7YsUKFi9eTHp6eoOHwk56+umnSU9PZ86cOfzud79jwoQJTitU3EuVrYoT1NLVZic0PtXV5YiIiIgHa9G8gHfeeYfzzjuvyTB7Unp6Oueeey4LFy5sc3Hivk6uQRtlNYjr0tXF1YiIiIgna1Gg3bRpE1dfffUv9rv66qvZuHFjq4sS93dyDVo/WyCJEYEurkZEREQ8WYsCbUFBAX369PnFfn369NHWt51cYVnd6hc+jnD8fSwurkZEREQ8WYsCbVlZGcHBwb/YLygoiIqKilYXJe6v4GgmAH5esS6uRERERDxdiwKtaZrN3qbUNM1WFSSe4eCxAwAE+Se5uBIRERHxdC1etuvBBx8kPDz8tH2OHTvWynLEU+SfKCDE7iAgXGvQioiISPtqUaBNSkoiLy+PvLy8ZvWVzutQTQld7Tb8ozQOREREpH21KNBmZ2e3UxniSWwOG0fsFfSz2gjtoju0IiIi0r60P+3PzJs3jyFDhuDj40N6erqry3FbhysPYzdMEmx2YuKTXV2OiIiIeDinBFrTNLnlllvIzc11xulcJiEhgSeffJIrrrjC1aW4tfyyfADCrL4kRoW4uBoRERHxdE4JtA6Hg7fffpsjR44443QuM2XKFC677DLCwsJcXYpbOxloA2yhWoNWRERE2p3Tphw4a5musrIyZs6cyYUXXkhMTAyGYZzy1//l5eXcd999xMfH4+/vz+DBg3n//fedUoc07cgPH3Fg/jVsWLP8lH3y/3fJLn+vLh1VloiIiHRiZ9wc2pKSEl577TVqamp+8Vf/U6dO5e2332b27NksW7aMYcOGcc0117Bo0aKOKbYTqljxV3oc+oJBK39Lfm52k32yjuwFIDhAD4SJiIhI+2vxOrRNMQyD888/n5CQts+XTE5O5ujRoxiGwZEjR1iwYEGT/b744gtWrFjBokWLuOaaawAYN24cOTk5PPTQQ0yfPh2Lpe7X3RMmTGDdunVNnuf+++/n6aefblWtRUVFFBcXN2jLzMxs1bncgrWK5f5FLI/uyrzDxeRu/4bEpJsadcs5nkuszUZgTK+Or1FEREQ6HacEWi8vL1atWuWMUzV7J7JPPvmE4OBgpk2b1qD95ptv5tprr2XDhg2MHj0agJUrVzqltv/2yiuv8MQTT7TLuc9EJT9tYEF4MNVeXtzaNZYHctYDNzXqd6i2hD42G2HxCrQiIiLS/pwSaKHuzuSKFSswTZMJEybQp08fZ526SRkZGfTr1w9v74YfIS0trf74yUDbXDabDZvNht1ux2azUV1djY+PT/2d3v82Y8aMRoE6MzPTY1dJ+GnXcqq96map5Pv4cPDY1kZ9iiuLqaCW7lYbXVP6dXCFIiIi0hk5ZQ7tp59+ysCBA1mwYAEvvPACaWlp/Otf/3LGqU+ppKSEyMjIRu0n20pKSlp8zrlz5xIQEMBbb73FU089RUBAAAsXLjxl/9jYWPr379/glZqa2uLruoudxRsA+E3KDQBk+pVwrLyyQZ/dpbsB6FljJ05r0IqIiEgHcEqgnTVrFh9//DE//vgje/fu5aGHHmLWrFnOOPVpnW56QnOnLvxceno6pmk2eN10001tqNCz7Dbr5gvfOvS3xBPEukA/snZ826DPntI9AMTYwvCynHHPHIqIiIgHalHiuOmmmygtLW3UfujQIcaNG1f/8/nnn09hYWHbqzuNqKioJu/Cnqyvqbu30gYOB7k+NiJtXiSExHF2xHCOeFvI2vtBg247inZimCbRlngXFSoiIiKdTYsC7ZEjR+jbt2+jX8OPHj2a3//+9+zatYuNGzcyd+5cRo0a5dRC/9vAgQPZvXs3NputQfuOHTsAGDBgQLtev7NxlBVy0NtCpBkAwNizrgQgr2xTg367inaQYrVhidbfv4iIiHSMFgXaJUuWMG/ePB5++GEuuOACDhyoW0D/5ZdfZs+ePQwYMICRI0dis9l49dVX26Xgk6ZMmUJ5eTkfffRRg/a3336b+Ph4RowY0a7X72xycrZRZvEiwqvuzvevUkZgMQ12e1dCyX4ASqtLKbIW07e2loCkIa4sV0RERDqRFq9ycNVVV3HRRRcxc+ZM0tLSePzxx5k5cyZr166loqIC0zQJDg5uU1HLli2joqKCsrIyAHbt2sXixYsBmDRpEoGBgVxyySVMnDiRu+66ixMnTpCamsp7773H8uXLeeedd065MoG0zr78rQBE+9dNJfD39ifG3oXN/gXU/LQcv1F382X2lwCcX1lFfN/hripVREREOplWPbUTFhbG/Pnz+fLLL3n33XcZPHgw33//PUFBQW0OswB33XUX06ZN45ZbbgHgX//6F9OmTWPatGkUFRXV9/v444+5/vrr+fOf/8zFF1/Mhg0beO+997juuuvaXIM0lH/0JwDiwv9vbdnY4JFUeXmxeO/HACw9sBQ/BwyrhNA4rUErIiIiHaNVgbampoYTJ04wZswYtmzZwlVXXcWECRO4++676++qtkV2dnaj1QZOvlJSUur7BQcH88ILL3Do0CFqamrYtm0bV199dZuv3xrp6ekYhuGxc3eLKg8C0CN+UH3bRd2nEWU1eIbD/HHVA2wr3sb5FdWU+qZCK1aZEBEREWmNFgXagoICLrzwQoKCgoiIiGDAgAFs3bqVP/3pT2zdupU9e/bQt29fPv744/aq94x1csmvjIwMV5fSLkpsdatHpCWl1bdd1r8v4/LT6Ftr5cvcFcT7xnDfsVIqYjR/VkRERDpOiwLtHXfcQVlZGWvXrmXLli0MGTKEKVOm4HA46NWrFytXrmTu3LnccccdXH755e1Vs7hAiVGJrwNSIuLq2yKCfKmKncSigkLmBQ7kyWOJdLPZCDp7ugsrFRERkc6mRYF2zZo1zJkzh1GjRpGWlsYLL7xAQUEB+/fvr+9z8803s2vXLsLCwpxerLiI3UqRxUGU3bvRhhX9h4xmp6MH5+9cytDDS9lHN1IHjnRRoSIiItIZtSjQxsXFsXbt2vqf161bh2EYdOnSpUG/mJgY/vnPfzqnQnG5mtIcCny8iTAbP/B3xZAElvtOBMAHG99H/wZvb60wISIiIh2nRct2/eUvf+Gaa67hww8/JCgoiG3btvH4448TGhraXvXJGSAz+0eshkGEd3SjYyH+Poyc8nuef6+UXT4DuH3S9S6oUERERDqzFgXaqVOnsnv3bv7zn/9QXV3NK6+8wvDhWm/U0+0/VLf7WnRgYpPHz+/fjb4z5xEV5Iu3pVULZ4iIiIi0Wos3VujRowd33nlne9QiZ6iDx+rmSMdH9j1lny6h/h1VjoiIiEgDTrudVlNTQ21trbNOJ2eQoupCAHokDHVxJSIiIiKNtSjQbty4kcrKygZtK1asYMiQIQQGBhIQEMA555zDqlWrnFqkO/DkjRWOOI4BMCixn2sLEREREWlCiwLtqFGjGmwcsG7dOiZNmkRJSQl33HEHt99+O4cPH+biiy9m8+bNTi/2TObJGyuUGNWE2CEuNNzVpYiIiIg00qJAa5pmg5/nzJlDnz592LFjB6+88gp///vf2b59Oz169ODpp592aqHiIrWVFHpDpN3P1ZWIiIiINKlNc2i/++47HnrooQabKERERPDAAw80WK9W3Fd58U8Ue3sTRoirSxERERFpUpsCbWVlJampqY3ae/fuTWlpaVtOLWeIn3I2ARDhE+viSkRERESa1uJlu7755hvy8/MBiI6OpqSkpFGfI0eOEBzceFcpcT8HDu8CICow2cWViIiIiDStxYH2kUceafDzN998w+TJkxu0/fDDD3Tv3r1tlckZ4eCJbADio85ybSEiIiIip9CiQNvUclw/nz97Um5uLtOnT299VXLGKKopBj9I7aY1aEVEROTM1KJAe/755zer37vvvtuqYqSDORzgsIL3qVcwOGKewMs0GRzfeK60iIiIyJnAaTuFiXvZ+9PnvPH6UFa9ejbYTrHDm2lS7GUl0uZFZFBAxxYoIiIi0kwKtJ3Uk+tn8//727kvGI5nfdNkH7O8mAJvL8IcARiG0bEFioiIiDSTAq2TuNPWtzZbLXupuyvrMAzW7VjcZL+ig5uo8PIilKiOLE9ERESkRRRoncSdtr7NKfieGsMguSIIgC2Hf2yyX0b2BgCiArRkl4iIiJy5FGg7oT153wLQzdobP4fBPqMMqo836pd5pG4N2oSoQR1an4iIiEhLKNB2QruKtgMQFXw2iY4oMvx8KN6/sVG/g5UFAPRLHtmh9YmIiIi0hAJtJ7T7RC7+DgcxcWPoEdKXGi8vtuxd2ahfoeM4FtNkRHJvF1QpIiIi0jwKtJ1Qrr2MRCskxXXlrKQxAGQVb23YyVrFQW870VYfooMDO75IERERkWZSoO1kbNYqir1MAqz+9IgO5rzeowA4ZD3YoF9twRYOensTbjbeCU5ERETkTNKincLE/R0p+BGHYYA1lO4xQQT5huDjMCiwVIG1CnzqNlDYtudL7IZBuF9PF1csIiIicnq6Q9vJHDr0AwAOM45Qfx8sXha6miHs8/WhZN+m+n7bD9Y9JNYj7lyX1CkiIiLSXAq0nUxB8U4AvAP+785rQnAqR7wt7NuxrL7tQHUeAOP7/qpjCxQRERFpIQXaTib/6AEAwiIG1rcN6X4eAPsPr69rqDrKAe9agu1eDEvo3uE1ioiIiLSEAm0nU1hZBEBqTI/6tgk96wLtQTMf7DYqd37OXl9foh0xWCwaIiIiInJmU1rpTGorKTKrsJjQv0tCfXNqeCr+poUd/haO71vHhs1vYzUMYiNGuLBYERERkeZRoHWS9PR0DMNgwIABri7l1I7spdBiIdDqR8/YkPpmi5eFlIA+ZPj5Ur50Jhur9wNw/dArXVWpiIiISLMp0DpJeno6pmmSkZHh6lJOyTy8i4M+3njZQkmKbLhZwvg+E7AZBnvsOawICiDIEcL5KUNcVKmIiIhI8ynQdiIFBT9Q4eWFD8n4/Nfc2Ct7X4GP4cfD0V057O3NmKRJGIbhokpFREREmk+BthPZU1K3ZFeI/1mNjsUGxnJr2i3UWOz0DOvFI6Pu6OjyRERERFpFO4V1InvL8iHYQmpEnyaP3552O2dFncXwrsMJ9Alsso+IiIjImUaBtrOoKSPTqMEwAxnctW+TXby9vBnbbWzH1iUiIiLSRppy0FmUZrHPx4dQqz+9Y6NcXY2IiIiI0yjQdhI1R/aS4+ONb00EPWKCXF2OiIiIiNMo0HYSB4t2YBoG2LoSE+zn6nJEREREnEaBtpPIPboPAD+/nlqOS0RERDyKAm0nkV2WD0BMSG8XVyIiIiLiXAq0nURudQkAqZEpri1ERERExMkUaDsDaxUHqcXHYdA7Ot7V1YiIiIg4lQJtZ3A0h1wfb0KsfiRFaoUDERER8SwKtJ2A9chPFHh741MbRrdI7QAmIiIinkWB1knS09MxDIMBAwa4upRGCop34DAMbNYY4sL8XV2OiIiIiFMp0DpJeno6pmmSkZHh6lIaySv9CQDDKwVvi/7JRURExLMo3XQCuWW5AAQHaskuERER8TwKtJ1ATtURAFLCklxciYiIiIjzKdB6OruVfEc13g7oFZno6mpEREREnE6B1tMdyyXX21K3ZFdUsKurEREREXE6BVoPZy/dT76PN77WELpFBri6HBERERGnU6D1cIWHd2AzDOy10XSL0Bq0IiIi4nkUaD1cbsluAKptCcSE+Lm4GhERERHnU6D1cHkn6pbs8vFNxTAMF1cjIiIi4nwKtB4up7oYgITQFNcWIiIiItJOFGg9mcNBnq0cLxN6RnRzdTUiIiIi7UKB1pOVFZDn7UWo1YfkyBBXVyMiIiLSLhRoPZijJJN8b2/8tGSXiIiIeDAFWg9WXJRBtZcXjtpIErVkl4iIiHgoBVoPlntkFwCVtfF0i1SgFREREc+kQOvB8o5nA1BjdicswMe1xYiIiIi0EwVaD5ZbVQRATFCKawsRERERaUcKtE6Snp6OYRgMGDDA1aXUMU1ybWUYJqSEJrq6GhEREZF2o0DrJOnp6ZimSUZGhqtLqVNRTJ4XhNi8SY4KdXU1IiIiIu1GgdZDmSUHyPXxJqA2SA+EiYiIiEdToPVQJUU7qPTyAmsk3bRkl4iIiHgwBVoPlVdcN/WhsjZOmyqIiIiIR1Og9VC5x/YDUFqTrE0VRERExKMp0HqovMpCAIJ8uuHvY3FxNSIiIiLtR4HWEzkc5FqPA9AtREt2iYiIiGdToPVEZYfIsxgEW71Jjgx3dTUiIiIi7UqB1hOVZJLr7Y2/NVgrHIiIiIjHU6D1QMeLMjhhsWDWRmqFAxEREfF4CrQeKPd/l+wqr40nKTLIxdWIiIiItC8FWg+Ue+wAAMdru9E9WoFWREREPJsCrQfK/d8luyyOWGJD/FxcjYiIiEj7UqD1NHYrebZyALoFd8PLy3BxQSIiIiLtS4HW0xzLJdfbQoDNm+5RUa6uRkRERKTdKdC6K9PkeNFO8rJWNWwvySTPxxs/azApmj8rIiIinYC3qwuQ1rHWVjJh6XSGewXxSvcN9e3lRbsotVgIq40iJUqBVkRERDyf7tC6KR+/IPoafmx1lOOwW+vb847ULdlVURtPSpQ2VRARERHPp0DrpuwOk1SfBMq8vMg6sKK+Pfd4FgBltfEka8qBiIiIdAIKtG7KNE125icCsPXAl/XtuZWHAbDYY4gL9XdJbSIiIiIdSYHWTXlbvAiKuACALcXb6hprK9htVmOYkBDUXUt2iYiISKegQOvGBnUfQBcrbKwpxrTboPQAO/x8iagNoEdUhKvLExEREekQCrROkp6ejmEYDBgwoMOueU5KBDHlXTjk7cWunR9QfGgLhd7e+FXFaIUDERER6TQUaJ0kPT0d0zTJyMjosGsO7hZO0YnRAKzY8wEZhT8AUFuVrAfCREREpNPQOrRuLMTfB//w8UTZPubf5fvJPZENPlBcdZaW7BIREZFOQ3do3dyEvnGEFw+n2OLFCh+TJHs4FTVJpMYGu7o0ERERkQ6hQOvmxvfrwtZjV3KV8St+G9Cd40UPkxIVQlxYgKtLExEREekQCrRuLi0hjOhgX1YVTWPauEXkHzMYkxrt6rJEREREOowCrZvz8jKYPqwbB45U8If3twIo0IqIiEinokDrAe4Z14tukQHsOHgcfx8vRveMcnVJIiIiIh1Gqxx4gABfC2/fPJyteccY2SOK8EBfV5ckIiIi0mEUaD1Ej5hgesRoZQMRERHpfDTlQERERETcmgKtiIiIiLg1BVoRERERcWsKtCIiIiLi1hRoRURERMStKdCKiIiIiFtToBURERERt6ZAKyIiIiJuTYFWRERERNyaAq2IiIiIuDUFWhERERFxawq0IiIiIuLWFGhFRERExK0p0IqIiIiIW1OgFRERERG3pkArIiIiIm5NgVZERERE3Jq3qwvwNDU1NQBkZma6uBIRERER93MyQ53MVM2hQOtkeXl5AFxxxRWuLURERETEjeXl5TF06NBm9TVM0zTbuZ5O5dixY6xevZpu3brh5+d3yn4DBgwgIyPjF893un6ZmZlcccUVfPrpp6Smpra65jNRc/9+3O36zjpva8/T0ve1pH9z+nbW8QyuHdPteW1nnLst52ivMd3W8QyePab1Hd0+59F3dJ2amhry8vI4//zzCQ8Pb9Z7FGhdxDAMmvNXf7p+O3furB98/fv3d3aJLtXcvx93u76zztva87T0fS3p35y+nXU8g2vHdHte2xnnbss52mtMt3U8g2ePaX1Ht8959B3denoozEVmz57t1H6extWfu72u76zztvY8LX1fS/o3p6+r/11dyZWfvT2v7Yxzt+Uc7TWmNZ5Pz9WfXd/RLe/v6WNad2jd2Jn+X0siLaHxLJ5GY1o8yZk+nnWHVkRERETcmgKtG4uJiWH27NnExMS4uhSRNtN4Fk+jMS2e5Ewfz5pyICIiIiJuTXdoRURERMStKdCKiIiIiFtToBURERERt6ZAKyIiIiJuTYFWRERERNyaAq2IiIiIuDUF2k5o3rx5DBkyBB8fH9LT011djkizFRcXc+mllxIUFETv3r1ZsWKFq0sSaRN9H4unqKmp4ZZbbiEpKYnQ0FBGjhzJ+vXrO+z6CrSdUEJCAk8++SRXXHGFq0sRaZG7776brl27UlxczHPPPcdVV11FSUmJq8sSaTV9H4unsNlspKSk8O2333Ls2DHuuusuJk+eTGVlZYdcXxsrdGK33noriYmJuisgbqG8vJzIyEgOHDhAYmIiAGPHjuWGG27glltucXF1Im2j72PxRJGRkaxatYpBgwa1+7V0h9ZFysrKmDlzJhdeeCExMTEYhnHKL7Ly8nLuu+8+4uPj8ff3Z/Dgwbz//vsdW7BICzl7jO/bt4/g4OD6MAswcOBAdu7c2Z4fQ6SevrfFk7T3eN67dy9VVVX07NmzHapvTIHWRUpKSnjttdeoqan5xV81TZ06lbfffpvZs2ezbNkyhg0bxjXXXMOiRYs6pliRVnD2GC8vLyc0NLTB+0JDQykvL2+P8kUa0fe2eJL2HM9VVVXccMMNzJo1i+Dg4HaovgmmuITD4TAdDodpmqZZXFxsAubs2bMb9Vu6dKkJmIsWLWrQPnHiRDM+Pt602Wz1bePHjzf9/PyafD3yyCONzv273/2uyWuKOIOzx/jmzZvNiIiIBn3uuece84EHHmifDyDyX9rje/skfR9LR2uv8VxbW2teeuml5g033FB//o6gO7QuYhgGhmH8Yr9PPvmE4OBgpk2b1qD95ptvpqCggA0bNtS3rVy5kurq6iZfTz/9tNM/g8jpOHuM9+rVi/LycvLz8+v7ZGRk0L9/f+cWLnIK7fG9LeIq7TGeHQ4HN9xwAxaLhTfeeKNZ53cWBdozXEZGBv369cPb27tBe1paWv3xlrLZbFRXV2O32xv8WcQVmjvGg4ODufzyy0lPT6eqqoolS5awdetWJk+e3OE1i5xOS7639X0sZ7qWjOc77riDQ4cO8cEHHzTq394UaM9wJSUlREZGNmo/2daaJYvmzp1LQEAAb731Fk899RQBAQEsXLiwzbWKtEZLxvgrr7xCQUEBUVFR3H///XzwwQdER0d3WK0izdGSMa3vYznTNXc85+TksGDBAjZs2EB0dDTBwcEEBwezdu3aDqmzY+OztMrpbtm35nZ+enq6loaRM0pzx3hMTAxffPFFR5Qk0ibNHdP6PhZ30JzxnJycjOnClWB1h/YMFxUV1eRd2NLSUoAm/6tJxJ1ojIun0ZgWT+Iu41mB9gw3cOBAdu/ejc1ma9C+Y8cOAAYMGOCKskScRmNcPI3GtHgSdxnPCrRnuClTplBeXs5HH33UoP3tt98mPj6eESNGuKgyEefQGBdPozEtnsRdxrPm0LrQsmXLqKiooKysDIBdu3axePFiACZNmkRgYCCXXHIJEydO5K677uLEiROkpqby3nvvsXz5ct555x0sFosrP4LIaWmMi6fRmBZP4lHjucNWvJVGkpOTTaDJV1ZWVn2/srIy89577zW7du1q+vr6mmlpaeZ7773nusJFmkljXDyNxrR4Ek8az4ZpuvCRNBERERGRNtIcWhERERFxawq0IiIiIuLWFGhFRERExK0p0IqIiIiIW1OgFRERERG3pkArIiIiIm5NgVZERERE3JoCrYiIiIi4NQVaEREREXFrCrQi0qm99dZbGIbR5OuPf/yjq8vzSE8++SRnnXUWDoejvs0wDO65554m+y9evBjDMPjmm29adJ3rr7+eK664og2Vioi78HZ1ASIiZ4I333yTvn37NmiLj493UTWeq6CggGeffZa33noLL6/2vaeSnp5O3759+frrrxk/fny7XktEXEuBVkQEGDBgAOecc06z+lqtVgzDwNtbX6Et9cILLxAeHs7UqVPb/Vo9e/bk4osv5q9//asCrYiH05QDEZHT+OabbzAMg4ULF/Lggw+SkJCAn58fmZmZAHz11VdMmDCB0NBQAgMDGTNmDCtXrmx0nqVLlzJ48GD8/Pzo3r07zz33HOnp6RiGUd8nOzsbwzB46623Gr3fMAzS09MbtO3bt49rr72W2NhY/Pz86NevHy+//HKT9b/33ns8/vjjxMfHExoaygUXXMDevXsbXWf58uVMmDCBsLAwAgMD6devH08//TQACxcuxDAMvvvuu0bve/LJJ/Hx8aGgoOCUf5e1tbW88cYbXHvttW26O3vy7+lUr5+7/vrr+eqrr9i/f3+rryciZz4FWhERwG63Y7PZGrx+7tFHHyU3N5dXX32Vzz//nNjYWN555x0uvPBCQkNDefvtt/nwww+JjIzkoosuahBqV65cyeWXX05ISAjvv/8+f/vb3/jwww958803W13vrl27GDZsGBkZGTz//PMsWbKESy+9lHvvvZcnnniiUf/HHnuMnJwcFixYwGuvvca+ffu47LLLsNvt9X3eeOMNJk2ahMPhqP+c9957L/n5+QBMnz6drl27NgrNNpuN+fPnM2XKlNNO09iwYQMlJSWMGzeuyeOmaTb6N7DZbA3m2gLExcXx3XffNXj9+9//JjQ0lH79+jXoO3bsWEzT5Isvvjj9X6iIuDdTRKQTe/PNN02gyZfVajVXrVplAuavfvWrBu+rqKgwIyMjzcsuu6xBu91uNwcNGmQOHz68vm3EiBFmfHy8WVVVVd924sQJMzIy0vz513BWVpYJmG+++WajOgFz9uzZ9T9fdNFFZmJionn8+PEG/e655x7T39/fLC0tNU3TrK9/0qRJDfp9+OGHJmB+9913pmmaZllZmRkaGmqee+65psPhOOXf1+zZs01fX1/z8OHD9W0ffPCBCZirV68+5ftM0zSfeeYZEzALCwub/Hy/9Fq1alWT562oqDCHDx9uxsXFmdnZ2Y2OJyQkmNOnTz9tbSLi3nSHVkQE+Oc//8mmTZsavH4+R/bKK69s0H/9+vWUlpZy4403NrqbePHFF7Np0yYqKiqoqKhg06ZNTJ06FX9///r3h4SEcNlll7Wq1urqalauXMmUKVMIDAxscP1JkyZRXV3N999/3+A9kydPbvBzWloaADk5OfWf58SJE8yYMaPRr+1/7q677gLg9ddfr2+bN28eAwcO5Fe/+tVp6y4oKMAwDKKjo5s8ftVVVzX6N9i0aRPPPPPMKc9pt9uZPn06u3fv5osvviA5OblRn9jYWA4ePHja2kTEvemJBhERoF+/fqd9KCwuLq7Bz4cPHwbgN7/5zSnfU1paimEYOBwOunbt2uh4U23NUVJSgs1m46WXXuKll15qss+RI0ca/BwVFdXgZz8/PwCqqqoAKC4uBiAxMfG01+7SpQvTp09n/vz5PPLII+zcuZO1a9cyf/78X6y7qqoKHx8fLBZLk8djYmKa/DfIzs4+5TnvvPNOli9fXj9HuSn+/v71n1NEPJMCrYhIM/z3XcuTdxlfeuklRo4c2eR7unTpUr8iQmFhYaPj/9128g5uTU1Ng/aSkpIGP0dERGCxWLj++uu5++67m7x29+7dT/NpGouJiQGony97On/4wx9YuHAhn332GcuXLyc8PJzrrrvuF98XHR1NbW0tFRUVBAUFtai+pqSnp7NgwQLefPNNLrzwwlP2Ky0tJSUlpc3XE5EzlwKtiEgrjBkzhvDwcHbt2nXKDQEAfH19GT58OB9//DF/+9vf6kNrWVkZn3/+eYO+Xbp0wd/fn+3btzdo/+yzzxr8HBgYyLhx49iyZQtpaWn4+vq2+fOMHj2asLAwXn31Va6++urTTjs4++yzGT16NM888wwZGRncfvvtzQqoJ9f53b9/f/2Uh9Z64403eOKJJ3jyySe56aabTtnPZrORl5fHpEmT2nQ9ETmzKdCKiLRCcHAwL730EjfeeCOlpaX85je/ITY2luLiYrZt20ZxcTF///vfAZgzZw4XX3wxEydO5MEHH8Rut/PMM88QFBREaWlp/TkNw+C3v/0t//jHP+jZsyeDBg1i48aNLFq0qNH1X3jhBc4991zOO+887rrrLlJSUigrKyMzM5PPP/+cr7/+usWf5/nnn+fWW2/lggsu4LbbbqNLly5kZmaybds25s2b16D/H/7wB6ZPn45hGMyYMaNZ1xg7diwA33//fZsC7Xfffcedd97JmDFjmDhxYqP5wj+/Y759+3YqKytPubKCiHgGBVoRkVb67W9/S1JSEs8++yx33HEHZWVlxMbGMnjw4AZ3DSdOnMinn37KrFmz6pe+mjFjBlVVVY2W2Hr++ecBePbZZykvL2f8+PEsWbKk0a/MzzrrLDZv3sycOXOYNWsWRUVFhIeH06tXr1bfjfzd735HfHw8zzzzDLfeeiumaZKSksKNN97YqO8VV1yBn58f48aNo1evXs06f7du3TjvvPP47LPPuP3221tVI8DevXux2WysW7eOUaNGNTpummb9nz/99FOio6NPOyVBRNyfYf78f/kiItJh0tPTeeKJJ3DHr+HPP/+cyZMns3Tp0hYF6I8++ojp06eTk5NDQkJCO1ZYtwJCamoq1157LU899VS7XktEXEvLdomISLPt2rWLZcuW8eCDDzJ48GAuueSSFr1/6tSpDBs2rH73sfb0zjvvUF5ezkMPPdTu1xIR11KgFRGRZpsxYwaTJ08mIiKC995777QPjzXFMAxef/114uPjG+0A5mwOh4N3332X8PDwdr2OiLiephyIiIiIiFvTHVoRERERcWsKtCIiIiLi1hRoRURERMStKdCKiIiIiFtToBURERERt6ZAKyIiIiJuTYFWRERERNyaAq2IiIiIuDUFWhERERFxawq0IiIiIuLW/h+gkzFgd3fmtwAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pystrata\n", + "\n", + "%matplotlib inline" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "for o in outputs[:2]:\n", - " ax = o.plot(style=\"indiv\")\n", - " ax.get_legend().set_title(\"Strain Limit\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "metadata": {}, + "source": [ + "# Increased figure sizes\n", + "plt.rcParams[\"figure.dpi\"] = 120" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Create the inputs" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "ts = pystrata.motion.TimeSeriesMotion.load_at2_file(\"data/NIS090.AT2\", scale=3)\n", + "ts.pga" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "text/plain": [ + "1.508247" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "profile = pystrata.site.Profile(\n", + " [\n", + " pystrata.site.Layer(\n", + " pystrata.site.DarendeliSoilType(\n", + " 18.0, plas_index=30, ocr=1, stress_mean=150\n", + " ),\n", + " 15,\n", + " 150,\n", + " ),\n", + " pystrata.site.Layer(\n", + " pystrata.site.DarendeliSoilType(20.0, plas_index=0, ocr=1, stress_mean=400),\n", + " 15,\n", + " 700,\n", + " ),\n", + " pystrata.site.Layer(pystrata.site.SoilType(\"Rock\", 24.0, None, 0.01), 0, 1200),\n", + " ]\n", + ").auto_discretize()" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Create the calculators" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "calcs = [\n", + " pystrata.propagation.EquivalentLinearCalculator(strain_limit=sl)\n", + " for sl in [0.01, 0.02, 0.05]\n", + "]" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "freqs = np.logspace(-1, 2, num=500)\n", + "\n", + "outputs = pystrata.output.OutputCollection(\n", + " [\n", + " pystrata.output.ResponseSpectrumOutput(\n", + " # Frequency\n", + " freqs,\n", + " # Location of the output\n", + " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", + " # Damping\n", + " 0.05,\n", + " ),\n", + " pystrata.output.ResponseSpectrumRatioOutput(\n", + " # Frequency\n", + " freqs,\n", + " # Location in (denominator),\n", + " pystrata.output.OutputLocation(\"outcrop\", index=-1),\n", + " # Location out (numerator)\n", + " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", + " # Damping\n", + " 0.05,\n", + " ),\n", + " pystrata.output.MaxStrainProfile(),\n", + " ]\n", + ")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Perform calculation" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "for c in calcs:\n", + " c(ts, profile, profile.location(\"outcrop\", index=-1))\n", + " outputs(c, f\"{c.strain_limit:0.2f}\")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Plot the results" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "for o in outputs[:2]:\n", + " ax = o.plot(style=\"indiv\")\n", + " ax.get_legend().set_title(\"Strain Limit\")" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "for o in outputs[2:]:\n", + " ax = o.plot(style=\"indiv\")\n", + " ax.get_legend().set_title(\"Strain Limit\")" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [], + "cell_type": "code", + "outputs": [], + "execution_count": null } - ], - "source": [ - "for o in outputs[2:]:\n", - " ax = o.plot(style=\"indiv\")\n", - " ax.get_legend().set_title(\"Strain Limit\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 4 + ] } diff --git a/examples/example-14.ipynb b/examples/example-14.ipynb index c2c7292..d670d49 100644 --- a/examples/example-14.ipynb +++ b/examples/example-14.ipynb @@ -1,1326 +1,1326 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Example 14: RVT SRA with multiple motions and simulated profiles\n", - "\n", - "Example with multiple input motions and simulated soil profiles." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import pandas as pd\n", - "import pystrata\n", - "\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Increased figure sizes\n", - "plt.rcParams[\"figure.dpi\"] = 120" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create a point source theory RVT motion" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "motions = [\n", - " pystrata.motion.SourceTheoryRvtMotion(5.0, 30, \"wna\"),\n", - " pystrata.motion.SourceTheoryRvtMotion(6.0, 30, \"wna\"),\n", - " pystrata.motion.SourceTheoryRvtMotion(7.0, 30, \"wna\"),\n", - "]\n", - "\n", - "for m in motions:\n", - " m.calc_fourier_amps()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create site profile\n", - "\n", - "This is about the simplest profile that we can create. Linear-elastic soil and rock." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "profile = pystrata.site.Profile(\n", - " [\n", - " pystrata.site.Layer(\n", - " pystrata.site.DarendeliSoilType(18.0, plas_index=0, ocr=1, stress_mean=100),\n", - " 10,\n", - " 400,\n", - " ),\n", - " pystrata.site.Layer(\n", - " pystrata.site.DarendeliSoilType(18.0, plas_index=0, ocr=1, stress_mean=200),\n", - " 10,\n", - " 450,\n", - " ),\n", - " pystrata.site.Layer(\n", - " pystrata.site.DarendeliSoilType(18.0, plas_index=0, ocr=1, stress_mean=400),\n", - " 30,\n", - " 600,\n", - " ),\n", - " pystrata.site.Layer(pystrata.site.SoilType(\"Rock\", 24.0, None, 0.01), 0, 1200),\n", - " ]\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create the site response calculator" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "calc = pystrata.propagation.EquivalentLinearCalculator()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Initialize the variations" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "var_thickness = pystrata.variation.ToroThicknessVariation()\n", - "var_velocity = pystrata.variation.DepthDependToroVelVariation.generic_model(\"USGS C\")\n", - "var_soiltypes = pystrata.variation.SpidVariation(\n", - " -0.5, std_mod_reduc=0.15, std_damping=0.30\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Specify the output" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "freqs = np.logspace(-1, 2, num=500)\n", - "\n", - "outputs = pystrata.output.OutputCollection(\n", - " [\n", - " pystrata.output.ResponseSpectrumOutput(\n", - " # Frequency\n", - " freqs,\n", - " # Location of the output\n", - " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", - " # Damping\n", - " 0.05,\n", - " ),\n", - " pystrata.output.ResponseSpectrumRatioOutput(\n", - " # Frequency\n", - " freqs,\n", - " # Location in (denominator),\n", - " pystrata.output.OutputLocation(\"outcrop\", index=-1),\n", - " # Location out (numerator)\n", - " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", - " # Damping\n", - " 0.05,\n", - " ),\n", - " pystrata.output.InitialVelProfile(),\n", - " pystrata.output.MaxAccelProfile(),\n", - " ]\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Perform the calculation" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "count = 20\n", - "outputs.reset()\n", - "for i, p in enumerate(\n", - " pystrata.variation.iter_varied_profiles(\n", - " profile,\n", - " count,\n", - " # var_thickness=var_thickness,\n", - " var_velocity=var_velocity,\n", - " # var_soiltypes=var_soiltypes\n", - " )\n", - "):\n", - " # Here we auto-descretize the profile for wave propagation purposes\n", - " p = p.auto_discretize()\n", - " for j, m in enumerate(motions):\n", - " name = (f\"p{i}\", f\"m{j}\")\n", - " calc(m, p, p.location(\"outcrop\", index=-1))\n", - " outputs(calc, name=name)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot the outputs\n", - "\n", - "Create a few plots of the output." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "nbformat": 4, + "nbformat_minor": 4, + "metadata": {}, + "cells": [ { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "# Example 14: RVT SRA with multiple motions and simulated profiles\n", + "\n", + "Example with multiple input motions and simulated soil profiles." + ], + "cell_type": "markdown" }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import pystrata\n", + "\n", + "%matplotlib inline" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null }, { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "# Increased figure sizes\n", + "plt.rcParams[\"figure.dpi\"] = 120" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null }, { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "for o in outputs:\n", - " ax = o.plot(style=\"stats\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Manipulating output as dataframe" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If a `tuple` is passed as the output name, it is used to create a `pandas.MultiIndex` columns." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "metadata": {}, + "source": [ + "## Create a point source theory RVT motion" + ], + "cell_type": "markdown" + }, { - "data": { - "text/html": [ - "
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98.6252181.9466151.8516951.7867761.7755941.7137881.6146812.2467942.1182131.9975671.863317...1.8246591.9124431.8281711.7166042.4187052.2012201.9086822.4842952.2926462.040496
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\n", - "

500 rows × 60 columns

\n", - "
" + "metadata": {}, + "source": [ + "motions = [\n", + " pystrata.motion.SourceTheoryRvtMotion(5.0, 30, \"wna\"),\n", + " pystrata.motion.SourceTheoryRvtMotion(6.0, 30, \"wna\"),\n", + " pystrata.motion.SourceTheoryRvtMotion(7.0, 30, \"wna\"),\n", + "]\n", + "\n", + "for m in motions:\n", + " m.calc_fourier_amps()" ], - "text/plain": [ - " p0 p1 \\\n", - " m0 m1 m2 m0 m1 m2 \n", - "0.100000 1.131831 1.044961 1.027623 1.184222 1.061808 1.038102 \n", - "0.101394 1.131464 1.044944 1.027846 1.183585 1.061765 1.038400 \n", - "0.102807 1.131098 1.044931 1.028071 1.182949 1.061727 1.038702 \n", - "0.104240 1.130733 1.044922 1.028298 1.182316 1.061694 1.039007 \n", - "0.105693 1.130369 1.044917 1.028528 1.181686 1.061665 1.039315 \n", - "... ... ... ... ... ... ... \n", - "94.613238 1.946538 1.851650 1.786688 1.775412 1.713618 1.614470 \n", - "95.932095 1.946565 1.851665 1.786718 1.775475 1.713677 1.614543 \n", - "97.269336 1.946590 1.851680 1.786748 1.775535 1.713733 1.614613 \n", - "98.625218 1.946615 1.851695 1.786776 1.775594 1.713788 1.614681 \n", - "100.000000 1.946639 1.851709 1.786803 1.775650 1.713841 1.614747 \n", - "\n", - " p2 p3 ... p16 p17 \\\n", - " m0 m1 m2 m0 ... m2 m0 \n", - "0.100000 1.190396 1.066504 1.042668 1.187567 ... 1.029758 1.192236 \n", - "0.101394 1.189827 1.066460 1.042999 1.186917 ... 1.029997 1.191574 \n", - "0.102807 1.189261 1.066421 1.043333 1.186270 ... 1.030238 1.190914 \n", - "0.104240 1.188697 1.066387 1.043670 1.185625 ... 1.030482 1.190257 \n", - "0.105693 1.188135 1.066357 1.044010 1.184983 ... 1.030728 1.189603 \n", - "... ... ... ... ... ... ... ... \n", - "94.613238 2.246581 2.118025 1.997295 1.863170 ... 1.824555 1.912281 \n", - "95.932095 2.246655 2.118090 1.997389 1.863221 ... 1.824591 1.912337 \n", - "97.269336 2.246726 2.118153 1.997479 1.863270 ... 1.824625 1.912391 \n", - "98.625218 2.246794 2.118213 1.997567 1.863317 ... 1.824659 1.912443 \n", - "100.000000 2.246861 2.118272 1.997652 1.863364 ... 1.824691 1.912494 \n", - "\n", - " p18 p19 \\\n", - " m1 m2 m0 m1 m2 m0 \n", - "0.100000 1.064545 1.039901 1.331858 1.106975 1.067733 1.330509 \n", - "0.101394 1.064499 1.040213 1.330534 1.106858 1.068232 1.329226 \n", - "0.102807 1.064458 1.040528 1.329213 1.106748 1.068735 1.327945 \n", - "0.104240 1.064422 1.040846 1.327897 1.106644 1.069244 1.326669 \n", - "0.105693 1.064391 1.041167 1.326586 1.106547 1.069759 1.325398 \n", - "... ... ... ... ... ... ... \n", - "94.613238 1.828017 1.716400 2.418389 2.200863 1.908238 2.483940 \n", - "95.932095 1.828070 1.716470 2.418498 2.200986 1.908391 2.484062 \n", - "97.269336 1.828121 1.716538 2.418603 2.201105 1.908539 2.484181 \n", - "98.625218 1.828171 1.716604 2.418705 2.201220 1.908682 2.484295 \n", - "100.000000 1.828219 1.716667 2.418804 2.201331 1.908822 2.484406 \n", - "\n", - " \n", - " m1 m2 \n", - "0.100000 1.108528 1.070679 \n", - "0.101394 1.108411 1.071192 \n", - "0.102807 1.108299 1.071711 \n", - "0.104240 1.108194 1.072234 \n", - "0.105693 1.108095 1.072763 \n", - "... ... ... \n", - "94.613238 2.292257 2.040006 \n", - "95.932095 2.292391 2.040174 \n", - "97.269336 2.292520 2.040338 \n", - "98.625218 2.292646 2.040496 \n", - "100.000000 2.292768 2.040650 \n", - "\n", - "[500 rows x 60 columns]" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df = outputs[1].to_dataframe()\n", - "df" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Lets names to the dataframe and transform into a long format. Pandas works better on long formatted tables." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "cell_type": "code", + "outputs": [], + "execution_count": null + }, { - "data": { - "text/html": [ - "
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value
freqprofilemotion
0.100000p0m01.131831
0.101394p0m01.131464
0.102807p0m01.131098
0.104240p0m01.130733
0.105693p0m01.130369
............
94.613238p19m22.040006
95.932095p19m22.040174
97.269336p19m22.040338
98.625218p19m22.040496
100.000000p19m22.040650
\n", - "

30000 rows × 1 columns

\n", - "
" + "metadata": {}, + "source": [ + "## Create site profile\n", + "\n", + "This is about the simplest profile that we can create. Linear-elastic soil and rock." ], - "text/plain": [ - " value\n", - "freq profile motion \n", - "0.100000 p0 m0 1.131831\n", - "0.101394 p0 m0 1.131464\n", - "0.102807 p0 m0 1.131098\n", - "0.104240 p0 m0 1.130733\n", - "0.105693 p0 m0 1.130369\n", - "... ...\n", - "94.613238 p19 m2 2.040006\n", - "95.932095 p19 m2 2.040174\n", - "97.269336 p19 m2 2.040338\n", - "98.625218 p19 m2 2.040496\n", - "100.000000 p19 m2 2.040650\n", - "\n", - "[30000 rows x 1 columns]" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Add names for clarity\n", - "df.columns.names = (\"profile\", \"motion\")\n", - "df.index.name = \"freq\"\n", - "# Transform into a long format\n", - "df = df.melt(ignore_index=False).reset_index().set_index([\"freq\", \"profile\", \"motion\"])\n", - "df" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "cell_type": "markdown" + }, { - "data": { - "text/html": [ - "
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medianln_std
freqmotion
0.100000m01.2082340.048955
m11.0698530.017246
m21.0437400.011510
0.101394m01.2075110.048749
m11.0697980.017218
............
98.625218m11.8796560.080175
m21.7534320.073189
100.000000m01.9744350.093252
m11.8797160.080179
m21.7535100.073190
\n", - "

1500 rows × 2 columns

\n", - "
" + "metadata": {}, + "source": [ + "profile = pystrata.site.Profile(\n", + " [\n", + " pystrata.site.Layer(\n", + " pystrata.site.DarendeliSoilType(18.0, plas_index=0, ocr=1, stress_mean=100),\n", + " 10,\n", + " 400,\n", + " ),\n", + " pystrata.site.Layer(\n", + " pystrata.site.DarendeliSoilType(18.0, plas_index=0, ocr=1, stress_mean=200),\n", + " 10,\n", + " 450,\n", + " ),\n", + " pystrata.site.Layer(\n", + " pystrata.site.DarendeliSoilType(18.0, plas_index=0, ocr=1, stress_mean=400),\n", + " 30,\n", + " 600,\n", + " ),\n", + " pystrata.site.Layer(pystrata.site.SoilType(\"Rock\", 24.0, None, 0.01), 0, 1200),\n", + " ]\n", + ")" ], - "text/plain": [ - " median ln_std\n", - "freq motion \n", - "0.100000 m0 1.208234 0.048955\n", - " m1 1.069853 0.017246\n", - " m2 1.043740 0.011510\n", - "0.101394 m0 1.207511 0.048749\n", - " m1 1.069798 0.017218\n", - "... ... ...\n", - "98.625218 m1 1.879656 0.080175\n", - " m2 1.753432 0.073189\n", - "100.000000 m0 1.974435 0.093252\n", - " m1 1.879716 0.080179\n", - " m2 1.753510 0.073190\n", - "\n", - "[1500 rows x 2 columns]" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "def calc_stats(group):\n", - " ln_value = np.log(group[\"value\"])\n", - "\n", - " median = np.exp(np.mean(ln_value))\n", - " ln_std = np.std(ln_value)\n", - "\n", - " return pd.Series({\"median\": median, \"ln_std\": ln_std})\n", - "\n", - "\n", - "stats = df.groupby(level=[\"freq\", \"motion\"]).apply(calc_stats)\n", - "stats" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "cell_type": "code", + "outputs": [], + "execution_count": null + }, { - "data": { - "text/html": [ - "
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motionm0m1m2
ln_stdmedianln_stdmedianln_stdmedian
freq
0.1000000.0489551.2082340.0172461.0698530.0115101.043740
0.1013940.0487491.2075110.0172181.0697980.0115841.044076
0.1028070.0485441.2067900.0171911.0697480.0116591.044415
0.1042400.0483381.2060710.0171641.0697030.0117351.044758
0.1056930.0481331.2053560.0171391.0696640.0118121.045105
.....................
94.6132380.0932441.9741720.0801641.8794640.0731881.753182
95.9320950.0932461.9742410.0801681.8795300.0731881.753268
97.2693360.0932481.9743080.0801721.8795940.0731891.753351
98.6252180.0932501.9743720.0801751.8796560.0731891.753432
100.0000000.0932521.9744350.0801791.8797160.0731901.753510
\n", - "

500 rows × 6 columns

\n", - "
" + "metadata": {}, + "source": [ + "## Create the site response calculator" ], - "text/plain": [ - "motion m0 m1 m2 \n", - " ln_std median ln_std median ln_std median\n", - "freq \n", - "0.100000 0.048955 1.208234 0.017246 1.069853 0.011510 1.043740\n", - "0.101394 0.048749 1.207511 0.017218 1.069798 0.011584 1.044076\n", - "0.102807 0.048544 1.206790 0.017191 1.069748 0.011659 1.044415\n", - "0.104240 0.048338 1.206071 0.017164 1.069703 0.011735 1.044758\n", - "0.105693 0.048133 1.205356 0.017139 1.069664 0.011812 1.045105\n", - "... ... ... ... ... ... ...\n", - "94.613238 0.093244 1.974172 0.080164 1.879464 0.073188 1.753182\n", - "95.932095 0.093246 1.974241 0.080168 1.879530 0.073188 1.753268\n", - "97.269336 0.093248 1.974308 0.080172 1.879594 0.073189 1.753351\n", - "98.625218 0.093250 1.974372 0.080175 1.879656 0.073189 1.753432\n", - "100.000000 0.093252 1.974435 0.080179 1.879716 0.073190 1.753510\n", - "\n", - "[500 rows x 6 columns]" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "stats = (\n", - " stats.reset_index(\"motion\")\n", - " .pivot(columns=\"motion\")\n", - " .swaplevel(0, 1, axis=1)\n", - " .sort_index(axis=1)\n", - ")\n", - "stats" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Access the properties of each motion like:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "cell_type": "markdown" + }, { - "data": { - "text/html": [ - "
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ln_stdmedian
freq
0.1000000.0489551.208234
0.1013940.0487491.207511
0.1028070.0485441.206790
0.1042400.0483381.206071
0.1056930.0481331.205356
.........
94.6132380.0932441.974172
95.9320950.0932461.974241
97.2693360.0932481.974308
98.6252180.0932501.974372
100.0000000.0932521.974435
\n", - "

500 rows × 2 columns

\n", - "
" + "metadata": {}, + "source": [ + "calc = pystrata.propagation.EquivalentLinearCalculator()" ], - "text/plain": [ - " ln_std median\n", - "freq \n", - "0.100000 0.048955 1.208234\n", - "0.101394 0.048749 1.207511\n", - "0.102807 0.048544 1.206790\n", - "0.104240 0.048338 1.206071\n", - "0.105693 0.048133 1.205356\n", - "... ... ...\n", - "94.613238 0.093244 1.974172\n", - "95.932095 0.093246 1.974241\n", - "97.269336 0.093248 1.974308\n", - "98.625218 0.093250 1.974372\n", - "100.000000 0.093252 1.974435\n", - "\n", - "[500 rows x 2 columns]" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "stats[\"m0\"]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Initialize the variations" + ], + "cell_type": "markdown" + }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "metadata": {}, + "source": [ + "var_thickness = pystrata.variation.ToroThicknessVariation()\n", + "var_velocity = pystrata.variation.DepthDependToroVelVariation.generic_model(\"USGS C\")\n", + "var_soiltypes = pystrata.variation.SpidVariation(\n", + " -0.5, std_mod_reduc=0.15, std_damping=0.30\n", + ")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Specify the output" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "freqs = np.logspace(-1, 2, num=500)\n", + "\n", + "outputs = pystrata.output.OutputCollection(\n", + " [\n", + " pystrata.output.ResponseSpectrumOutput(\n", + " # Frequency\n", + " freqs,\n", + " # Location of the output\n", + " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", + " # Damping\n", + " 0.05,\n", + " ),\n", + " pystrata.output.ResponseSpectrumRatioOutput(\n", + " # Frequency\n", + " freqs,\n", + " # Location in (denominator),\n", + " pystrata.output.OutputLocation(\"outcrop\", index=-1),\n", + " # Location out (numerator)\n", + " pystrata.output.OutputLocation(\"outcrop\", index=0),\n", + " # Damping\n", + " 0.05,\n", + " ),\n", + " pystrata.output.InitialVelProfile(),\n", + " pystrata.output.MaxAccelProfile(),\n", + " ]\n", + ")" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Perform the calculation" + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "count = 20\n", + "outputs.reset()\n", + "for i, p in enumerate(\n", + " pystrata.variation.iter_varied_profiles(\n", + " profile,\n", + " count,\n", + " # var_thickness=var_thickness,\n", + " var_velocity=var_velocity,\n", + " # var_soiltypes=var_soiltypes\n", + " )\n", + "):\n", + " # Here we auto-descretize the profile for wave propagation purposes\n", + " p = p.auto_discretize()\n", + " for j, m in enumerate(motions):\n", + " name = (f\"p{i}\", f\"m{j}\")\n", + " calc(m, p, p.location(\"outcrop\", index=-1))\n", + " outputs(calc, name=name)" + ], + "cell_type": "code", + "outputs": [], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "## Plot the outputs\n", + "\n", + "Create a few plots of the output." + ], + "cell_type": "markdown" + }, + { + "metadata": {}, + "source": [ + "for o in outputs:\n", + " ax = o.plot(style=\"stats\")" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", 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............
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medianln_std
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............
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.....................
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" + ], + "text/plain": [ + " ln_std median\n", + "freq \n", + "0.100000 0.039370 1.193696\n", + "0.101394 0.039199 1.193050\n", + "0.102807 0.039029 1.192406\n", + "0.104240 0.038859 1.191764\n", + "0.105693 0.038690 1.191125\n", + "... ... ...\n", + "94.613238 0.064891 2.009649\n", + "95.932095 0.064890 2.009712\n", + "97.269336 0.064889 2.009773\n", + "98.625218 0.064888 2.009832\n", + "100.000000 0.064886 2.009889\n", + "\n", + "[500 rows x 2 columns]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": null + }, + { + "metadata": {}, + "source": [ + "fig, axes = plt.subplots(nrows=2, subplot_kw={\"xscale\": \"log\"})\n", + "\n", + "for name, g in stats.T.groupby(level=0):\n", + " for ax, key in zip(axes, [\"median\", \"ln_std\"]):\n", + " ax.plot(g.columns, g.loc[name, key], label=name)\n", + "\n", + "\n", + "axes[0].set(ylabel=\"5% Damped, Spec. Ratio\")\n", + "axes[0].legend()\n", + "\n", + "axes[1].set(ylabel=\"ln. Stdev.\", xlabel=\"Frequency (Hz)\")\n", + "\n", + "fig;" + ], + "cell_type": "code", + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": null } - ], - "source": [ - "fig, axes = plt.subplots(nrows=2, subplot_kw={\"xscale\": \"log\"})\n", - "\n", - "for name, g in stats.T.groupby(level=0):\n", - " for ax, key in zip(axes, [\"median\", \"ln_std\"]):\n", - " ax.plot(g.columns, g.loc[name, key], label=name)\n", - "\n", - "\n", - "axes[0].set(ylabel=\"5% Damped, Spec. Ratio\")\n", - "axes[0].legend()\n", - "\n", - "axes[1].set(ylabel=\"ln. Stdev.\", xlabel=\"Frequency (Hz)\")\n", - "\n", - "fig;" - ] - } - ], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 4 + ] } diff --git a/examples/example-15.ipynb b/examples/example-15.ipynb index 3f031d3..f00b6fa 100644 --- a/examples/example-15.ipynb +++ b/examples/example-15.ipynb @@ -420,7 +420,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 12, @@ -446,7 +446,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 13,